id	sid	tid	token	lemma	pos
5341	1	1	The	the	DT
5341	1	2	Importance	importance	NN
5341	1	3	of	of	IN
5341	1	4	Identifying	identify	VBG
5341	1	5	and	and	CC
5341	1	6	Accommodating	Accommodating	NNP
5341	1	7	E	E	NNP
5341	1	8	-	-	HYPH
5341	1	9	Resource	Resource	NNP
5341	1	10	Usage	Usage	NNP
5341	1	11	Data	Data	NNP
5341	1	12	for	for	IN
5341	1	13	the	the	DT
5341	1	14	Presence	Presence	NNP
5341	1	15	of	of	IN
5341	1	16	Outliers	Outliers	NNPS
5341	1	17	.	.	.
5341	2	1	Alain	Alain	NNP
5341	2	2	R.	R.	NNP
5341	2	3	Lamothe	Lamothe	NNP
5341	2	4	INFORMATION	INFORMATION	VBD
5341	2	5	TECHNOLOGY	technology	NN
5341	2	6	AND	and	CC
5341	2	7	LIBRARIES	library	NNS
5341	2	8	|	|	NNP
5341	2	9	JUNE	JUNE	NNP
5341	2	10	2014	2014	CD
5341	2	11	31	31	CD
5341	2	12	ABSTRACT	ABSTRACT	NNP
5341	2	13	This	this	DT
5341	2	14	article	article	NN
5341	2	15	presents	present	VBZ
5341	2	16	the	the	DT
5341	2	17	results	result	NNS
5341	2	18	of	of	IN
5341	2	19	a	a	DT
5341	2	20	quantitative	quantitative	JJ
5341	2	21	analysis	analysis	NN
5341	2	22	examining	examine	VBG
5341	2	23	the	the	DT
5341	2	24	effects	effect	NNS
5341	2	25	of	of	IN
5341	2	26	abnormal	abnormal	JJ
5341	2	27	and	and	CC
5341	2	28	extreme	extreme	JJ
5341	2	29	values	value	NNS
5341	2	30	on	on	IN
5341	2	31	e	e	NNP
5341	2	32	-	-	HYPH
5341	2	33	journal	journal	NNP
5341	2	34	usage	usage	NN
5341	2	35	statistics	statistic	NNS
5341	2	36	.	.	.
5341	3	1	Detailed	detailed	JJ
5341	3	2	are	be	VBP
5341	3	3	the	the	DT
5341	3	4	step	step	NN
5341	3	5	-	-	HYPH
5341	3	6	by	by	IN
5341	3	7	-	-	HYPH
5341	3	8	step	step	NN
5341	3	9	procedures	procedure	NNS
5341	3	10	designed	design	VBN
5341	3	11	specifically	specifically	RB
5341	3	12	to	to	TO
5341	3	13	identify	identify	VB
5341	3	14	and	and	CC
5341	3	15	remove	remove	VB
5341	3	16	these	these	DT
5341	3	17	values	value	NNS
5341	3	18	,	,	,
5341	3	19	termed	term	VBN
5341	3	20	outliers	outlier	NNS
5341	3	21	.	.	.
5341	4	1	By	by	IN
5341	4	2	greatly	greatly	RB
5341	4	3	deviating	deviate	VBG
5341	4	4	from	from	IN
5341	4	5	other	other	JJ
5341	4	6	values	value	NNS
5341	4	7	in	in	IN
5341	4	8	a	a	DT
5341	4	9	sample	sample	NN
5341	4	10	,	,	,
5341	4	11	outliers	outlier	NNS
5341	4	12	distort	distort	VBP
5341	4	13	and	and	CC
5341	4	14	contaminate	contaminate	VBP
5341	4	15	that	that	DT
5341	4	16	data	datum	NNS
5341	4	17	.	.	.
5341	5	1	Between	between	IN
5341	5	2	2010	2010	CD
5341	5	3	and	and	CC
5341	5	4	2011	2011	CD
5341	5	5	,	,	,
5341	5	6	e	e	NNP
5341	5	7	-	-	HYPH
5341	5	8	journal	journal	NNP
5341	5	9	usage	usage	NN
5341	5	10	at	at	IN
5341	5	11	Laurentian	Laurentian	NNP
5341	5	12	University	University	NNP
5341	5	13	’s	’s	,
5341	5	14	J.	J.	NNP
5341	5	15	N.	N.	NNP
5341	5	16	Desmarais	Desmarais	NNP
5341	5	17	Library	Library	NNP
5341	5	18	spiked	spike	VBD
5341	5	19	because	because	IN
5341	5	20	of	of	IN
5341	5	21	illegal	illegal	JJ
5341	5	22	downloading	downloading	NN
5341	5	23	.	.	.
5341	6	1	The	the	DT
5341	6	2	identification	identification	NN
5341	6	3	and	and	CC
5341	6	4	removal	removal	NN
5341	6	5	of	of	IN
5341	6	6	outliers	outlier	NNS
5341	6	7	had	have	VBD
5341	6	8	a	a	DT
5341	6	9	noticeable	noticeable	JJ
5341	6	10	effect	effect	NN
5341	6	11	on	on	IN
5341	6	12	e	e	NNP
5341	6	13	-	-	HYPH
5341	6	14	journal	journal	JJ
5341	6	15	usage	usage	NN
5341	6	16	levels	level	NNS
5341	6	17	.	.	.
5341	7	1	They	-PRON-	PRP
5341	7	2	represented	represent	VBD
5341	7	3	more	more	JJR
5341	7	4	than	than	IN
5341	7	5	100,000	100,000	CD
5341	7	6	erroneous	erroneous	JJ
5341	7	7	articles	article	NNS
5341	7	8	downloaded	download	VBN
5341	7	9	in	in	IN
5341	7	10	2010	2010	CD
5341	7	11	and	and	CC
5341	7	12	nearly	nearly	RB
5341	7	13	200,000	200,000	CD
5341	7	14	erroneous	erroneous	JJ
5341	7	15	downloaded	download	VBN
5341	7	16	in	in	IN
5341	7	17	2011	2011	CD
5341	7	18	.	.	.
5341	8	1	INTRODUCTION	introduction	NN
5341	8	2	This	this	DT
5341	8	3	article	article	NN
5341	8	4	was	be	VBD
5341	8	5	written	write	VBN
5341	8	6	with	with	IN
5341	8	7	two	two	CD
5341	8	8	purposes	purpose	NNS
5341	8	9	in	in	IN
5341	8	10	mind	mind	NN
5341	8	11	.	.	.
5341	9	1	First	first	RB
5341	9	2	,	,	,
5341	9	3	it	-PRON-	PRP
5341	9	4	presents	present	VBZ
5341	9	5	and	and	CC
5341	9	6	discusses	discuss	VBZ
5341	9	7	the	the	DT
5341	9	8	results	result	NNS
5341	9	9	of	of	IN
5341	9	10	a	a	DT
5341	9	11	quantitative	quantitative	JJ
5341	9	12	analysis	analysis	NN
5341	9	13	that	that	WDT
5341	9	14	assessed	assess	VBD
5341	9	15	how	how	WRB
5341	9	16	outlier	outli	JJR
5341	9	17	values	value	NNS
5341	9	18	can	can	MD
5341	9	19	influence	influence	VB
5341	9	20	usage	usage	NN
5341	9	21	statistics	statistic	NNS
5341	9	22	.	.	.
5341	10	1	Second	second	JJ
5341	10	2	,	,	,
5341	10	3	and	and	CC
5341	10	4	more	more	RBR
5341	10	5	important	important	JJ
5341	10	6	,	,	,
5341	10	7	it	-PRON-	PRP
5341	10	8	details	detail	VBZ
5341	10	9	the	the	DT
5341	10	10	step	step	NN
5341	10	11	-	-	HYPH
5341	10	12	by	by	IN
5341	10	13	-	-	HYPH
5341	10	14	step	step	NN
5341	10	15	procedures	procedure	NNS
5341	10	16	designed	design	VBN
5341	10	17	specifically	specifically	RB
5341	10	18	to	to	TO
5341	10	19	identify	identify	VB
5341	10	20	outliers	outlier	NNS
5341	10	21	and	and	CC
5341	10	22	reduce	reduce	VB
5341	10	23	their	-PRON-	PRP$
5341	10	24	impact	impact	NN
5341	10	25	on	on	IN
5341	10	26	the	the	DT
5341	10	27	data	datum	NNS
5341	10	28	.	.	.
5341	11	1	Outliers	outlier	NNS
5341	11	2	are	be	VBP
5341	11	3	abnormal	abnormal	JJ
5341	11	4	values	value	NNS
5341	11	5	that	that	WDT
5341	11	6	result	result	VBP
5341	11	7	in	in	IN
5341	11	8	the	the	DT
5341	11	9	corruption	corruption	NN
5341	11	10	or	or	CC
5341	11	11	contamination	contamination	NN
5341	11	12	of	of	IN
5341	11	13	data	datum	NNS
5341	11	14	by	by	IN
5341	11	15	artificially	artificially	RB
5341	11	16	increasing	increase	VBG
5341	11	17	or	or	CC
5341	11	18	reducing	reduce	VBG
5341	11	19	average	average	JJ
5341	11	20	values.1	values.1	HYPH
5341	11	21	An	an	DT
5341	11	22	outlier	outlier	NN
5341	11	23	can	can	MD
5341	11	24	thus	thus	RB
5341	11	25	be	be	VB
5341	11	26	defined	define	VBN
5341	11	27	as	as	IN
5341	11	28	a	a	DT
5341	11	29	value	value	NN
5341	11	30	that	that	WDT
5341	11	31	appears	appear	VBZ
5341	11	32	to	to	TO
5341	11	33	greatly	greatly	RB
5341	11	34	deviate	deviate	VB
5341	11	35	from	from	IN
5341	11	36	all	all	DT
5341	11	37	other	other	JJ
5341	11	38	values	value	NNS
5341	11	39	in	in	IN
5341	11	40	the	the	DT
5341	11	41	sample,2	sample,2	NNP
5341	11	42	as	as	IN
5341	11	43	an	an	DT
5341	11	44	observation	observation	NN
5341	11	45	that	that	WDT
5341	11	46	seems	seem	VBZ
5341	11	47	to	to	TO
5341	11	48	be	be	VB
5341	11	49	inconsistent	inconsistent	JJ
5341	11	50	with	with	IN
5341	11	51	the	the	DT
5341	11	52	rest	rest	NN
5341	11	53	of	of	IN
5341	11	54	the	the	DT
5341	11	55	dataset,3	dataset,3	NNS
5341	11	56	or	or	CC
5341	11	57	as	as	IN
5341	11	58	a	a	DT
5341	11	59	very	very	RB
5341	11	60	extreme	extreme	JJ
5341	11	61	observation	observation	NN
5341	11	62	requiring	require	VBG
5341	11	63	special	special	JJ
5341	11	64	attention	attention	NN
5341	11	65	because	because	IN
5341	11	66	of	of	IN
5341	11	67	potential	potential	JJ
5341	11	68	impacts	impact	NNS
5341	11	69	it	-PRON-	PRP
5341	11	70	may	may	MD
5341	11	71	have	have	VB
5341	11	72	on	on	IN
5341	11	73	a	a	DT
5341	11	74	summary	summary	NN
5341	11	75	of	of	IN
5341	11	76	the	the	DT
5341	11	77	data.4	data.4	NN
5341	11	78	They	-PRON-	PRP
5341	11	79	occur	occur	VBP
5341	11	80	frequently	frequently	RB
5341	11	81	in	in	IN
5341	11	82	measurement	measurement	NN
5341	11	83	data.5	data.5	NNP
5341	11	84	The	the	DT
5341	11	85	presence	presence	NN
5341	11	86	of	of	IN
5341	11	87	outliers	outlier	NNS
5341	11	88	in	in	IN
5341	11	89	usage	usage	NN
5341	11	90	data	datum	NNS
5341	11	91	can	can	MD
5341	11	92	significantly	significantly	RB
5341	11	93	and	and	CC
5341	11	94	negatively	negatively	RB
5341	11	95	impact	impact	NN
5341	11	96	libraries	library	NNS
5341	11	97	.	.	.
5341	12	1	For	for	IN
5341	12	2	libraries	library	NNS
5341	12	3	having	have	VBG
5341	12	4	e	e	LS
5341	12	5	-	-	NN
5341	12	6	resource	resource	NN
5341	12	7	subscription	subscription	NN
5341	12	8	pricing	pricing	NN
5341	12	9	based	base	VBN
5341	12	10	on	on	IN
5341	12	11	usage	usage	NN
5341	12	12	statistics	statistic	NNS
5341	12	13	,	,	,
5341	12	14	the	the	DT
5341	12	15	presence	presence	NN
5341	12	16	of	of	IN
5341	12	17	outliers	outlier	NNS
5341	12	18	can	can	MD
5341	12	19	contribute	contribute	VB
5341	12	20	to	to	IN
5341	12	21	unwarranted	unwarranted	JJ
5341	12	22	increases	increase	NNS
5341	12	23	in	in	IN
5341	12	24	subscription	subscription	NN
5341	12	25	rates	rate	NNS
5341	12	26	.	.	.
5341	13	1	For	for	IN
5341	13	2	libraries	library	NNS
5341	13	3	that	that	WDT
5341	13	4	integrate	integrate	VBP
5341	13	5	e-	e-	XX
5341	13	6	resource	resource	NN
5341	13	7	usage	usage	NN
5341	13	8	statistics	statistic	NNS
5341	13	9	into	into	IN
5341	13	10	their	-PRON-	PRP$
5341	13	11	collection	collection	NN
5341	13	12	development	development	NN
5341	13	13	and	and	CC
5341	13	14	management	management	NN
5341	13	15	practices	practice	NNS
5341	13	16	,	,	,
5341	13	17	the	the	DT
5341	13	18	presence	presence	NN
5341	13	19	of	of	IN
5341	13	20	outliers	outlier	NNS
5341	13	21	can	can	MD
5341	13	22	affect	affect	VB
5341	13	23	decisions	decision	NNS
5341	13	24	on	on	IN
5341	13	25	purchase	purchase	NN
5341	13	26	,	,	,
5341	13	27	retention	retention	NN
5341	13	28	,	,	,
5341	13	29	or	or	CC
5341	13	30	elimination	elimination	NN
5341	13	31	of	of	IN
5341	13	32	particular	particular	JJ
5341	13	33	e-	e-	XX
5341	13	34	resources	resource	NNS
5341	13	35	.	.	.
5341	14	1	Evaluators	evaluator	NNS
5341	14	2	can	can	MD
5341	14	3	be	be	VB
5341	14	4	fooled	fool	VBN
5341	14	5	into	into	IN
5341	14	6	thinking	thinking	NN
5341	14	7	that	that	IN
5341	14	8	a	a	DT
5341	14	9	particular	particular	JJ
5341	14	10	e	e	NN
5341	14	11	-	-	NN
5341	14	12	resource	resource	NN
5341	14	13	is	be	VBZ
5341	14	14	heavily	heavily	RB
5341	14	15	used	use	VBN
5341	14	16	and	and	CC
5341	14	17	must	must	MD
5341	14	18	be	be	VB
5341	14	19	kept	keep	VBN
5341	14	20	.	.	.
5341	15	1	Further	further	RB
5341	15	2	,	,	,
5341	15	3	the	the	DT
5341	15	4	presence	presence	NN
5341	15	5	of	of	IN
5341	15	6	extreme	extreme	JJ
5341	15	7	outliers	outlier	NNS
5341	15	8	is	be	VBZ
5341	15	9	often	often	RB
5341	15	10	the	the	DT
5341	15	11	result	result	NN
5341	15	12	of	of	IN
5341	15	13	a	a	DT
5341	15	14	malicious	malicious	JJ
5341	15	15	system	system	NN
5341	15	16	Alain	Alain	NNP
5341	15	17	R.	R.	NNP
5341	15	18	Lamothe	Lamothe	NNP
5341	15	19	(	(	-LRB-
5341	15	20	alomothe@laurentian.ca	alomothe@laurentian.ca	NN
5341	15	21	)	)	-RRB-
5341	15	22	is	be	VBZ
5341	15	23	Associate	Associate	NNP
5341	15	24	Librarian	Librarian	NNP
5341	15	25	,	,	,
5341	15	26	Department	Department	NNP
5341	15	27	of	of	IN
5341	15	28	Library	Library	NNP
5341	15	29	and	and	CC
5341	15	30	Archives	Archives	NNP
5341	15	31	,	,	,
5341	15	32	Laurentian	Laurentian	NNP
5341	15	33	University	University	NNP
5341	15	34	,	,	,
5341	15	35	Sudbury	Sudbury	NNP
5341	15	36	,	,	,
5341	15	37	Ontario	Ontario	NNP
5341	15	38	,	,	,
5341	15	39	Canada	Canada	NNP
5341	15	40	.	.	.
5341	16	1	mailto:alomothe@laurentian.ca	mailto:alomothe@laurentian.ca	NNP
5341	16	2	INFORMATION	INFORMATION	NNP
5341	16	3	TECHNOLOGY	TECHNOLOGY	NNP
5341	16	4	AND	and	CC
5341	16	5	LIBRARIES	LIBRARIES	NNP
5341	16	6	|	|	NNP
5341	16	7	JUNE	JUNE	NNP
5341	16	8	2014	2014	CD
5341	16	9	32	32	CD
5341	16	10	intrusion,6	intrusion,6	NN
5341	16	11	as	as	IN
5341	16	12	was	be	VBD
5341	16	13	experienced	experience	VBN
5341	16	14	by	by	IN
5341	16	15	the	the	DT
5341	16	16	J.	J.	NNP
5341	16	17	N.	N.	NNP
5341	16	18	Desmarais	Desmarais	NNP
5341	16	19	Library	Library	NNP
5341	16	20	of	of	IN
5341	16	21	Laurentian	Laurentian	NNP
5341	16	22	University	University	NNP
5341	16	23	in	in	IN
5341	16	24	Sudbury	Sudbury	NNP
5341	16	25	,	,	,
5341	16	26	Ontario	Ontario	NNP
5341	16	27	,	,	,
5341	16	28	Canada.7	Canada.7	NNP
5341	16	29	Between	between	IN
5341	16	30	June	June	NNP
5341	16	31	2010	2010	CD
5341	16	32	and	and	CC
5341	16	33	May	May	NNP
5341	16	34	2011	2011	CD
5341	16	35	,	,	,
5341	16	36	e	e	NNP
5341	16	37	-	-	HYPH
5341	16	38	journal	journal	NNP
5341	16	39	usage	usage	NN
5341	16	40	at	at	IN
5341	16	41	the	the	DT
5341	16	42	J.	J.	NNP
5341	16	43	N.	N.	NNP
5341	16	44	Desmarais	Desmarais	NNP
5341	16	45	Library	Library	NNP
5341	16	46	spiked	spike	VBD
5341	16	47	after	after	IN
5341	16	48	a	a	DT
5341	16	49	four	four	CD
5341	16	50	-	-	HYPH
5341	16	51	year	year	NN
5341	16	52	period	period	NN
5341	16	53	of	of	IN
5341	16	54	stable	stable	JJ
5341	16	55	annual	annual	JJ
5341	16	56	usage	usage	NN
5341	16	57	levels.8	levels.8	JJ
5341	16	58	Between	between	IN
5341	16	59	2006	2006	CD
5341	16	60	and	and	CC
5341	16	61	2010	2010	CD
5341	16	62	,	,	,
5341	16	63	the	the	DT
5341	16	64	total	total	JJ
5341	16	65	number	number	NN
5341	16	66	of	of	IN
5341	16	67	full-	full-	NN
5341	16	68	text	text	NN
5341	16	69	articles	article	NNS
5341	16	70	downloaded	download	VBN
5341	16	71	from	from	IN
5341	16	72	the	the	DT
5341	16	73	library	library	NN
5341	16	74	’s	’s	NN
5341	16	75	e	e	NNP
5341	16	76	-	-	NNP
5341	16	77	journal	journal	NNP
5341	16	78	collection	collection	NN
5341	16	79	ranged	range	VBD
5341	16	80	between	between	IN
5341	16	81	640,000	640,000	CD
5341	16	82	and	and	CC
5341	16	83	720,000	720,000	CD
5341	16	84	annually	annually	RB
5341	16	85	,	,	,
5341	16	86	with	with	IN
5341	16	87	an	an	DT
5341	16	88	average	average	NN
5341	16	89	of	of	IN
5341	16	90	700,000	700,000	CD
5341	16	91	articles	article	NNS
5341	16	92	downloaded	download	VBN
5341	16	93	per	per	IN
5341	16	94	year	year	NN
5341	16	95	.	.	.
5341	17	1	But	but	CC
5341	17	2	in	in	IN
5341	17	3	2010	2010	CD
5341	17	4	that	that	DT
5341	17	5	number	number	NN
5341	17	6	dramatically	dramatically	RB
5341	17	7	increased	increase	VBD
5341	17	8	to	to	IN
5341	17	9	more	more	JJR
5341	17	10	than	than	IN
5341	17	11	857,000	857,000	CD
5341	17	12	full	full	JJ
5341	17	13	-	-	HYPH
5341	17	14	text	text	NN
5341	17	15	articles	article	NNS
5341	17	16	downloaded	download	VBN
5341	17	17	.	.	.
5341	18	1	This	this	DT
5341	18	2	was	be	VBD
5341	18	3	followed	follow	VBN
5341	18	4	by	by	IN
5341	18	5	an	an	DT
5341	18	6	additional	additional	JJ
5341	18	7	870,000	870,000	CD
5341	18	8	full	full	JJ
5341	18	9	-	-	HYPH
5341	18	10	text	text	NN
5341	18	11	articles	article	NNS
5341	18	12	downloaded	download	VBN
5341	18	13	in	in	IN
5341	18	14	2011	2011	CD
5341	18	15	.	.	.
5341	19	1	Then	then	RB
5341	19	2	,	,	,
5341	19	3	as	as	RB
5341	19	4	suddenly	suddenly	RB
5341	19	5	and	and	CC
5341	19	6	inexplicably	inexplicably	RB
5341	19	7	as	as	IN
5341	19	8	the	the	DT
5341	19	9	increase	increase	NN
5341	19	10	had	have	VBD
5341	19	11	occurred	occur	VBN
5341	19	12	,	,	,
5341	19	13	usage	usage	NN
5341	19	14	levels	level	NNS
5341	19	15	returned	return	VBD
5341	19	16	to	to	IN
5341	19	17	the	the	DT
5341	19	18	same	same	JJ
5341	19	19	quantities	quantity	NNS
5341	19	20	recorded	record	VBN
5341	19	21	in	in	IN
5341	19	22	the	the	DT
5341	19	23	years	year	NNS
5341	19	24	prior	prior	RB
5341	19	25	to	to	IN
5341	19	26	2010	2010	CD
5341	19	27	.	.	.
5341	20	1	A	a	DT
5341	20	2	total	total	NN
5341	20	3	of	of	IN
5341	20	4	716,000	716,000	CD
5341	20	5	full	full	JJ
5341	20	6	-	-	HYPH
5341	20	7	text	text	NN
5341	20	8	articles	article	NNS
5341	20	9	were	be	VBD
5341	20	10	downloaded	download	VBN
5341	20	11	in	in	IN
5341	20	12	2012	2012	CD
5341	20	13	.	.	.
5341	21	1	During	during	IN
5341	21	2	this	this	DT
5341	21	3	period	period	NN
5341	21	4	of	of	IN
5341	21	5	spiking	spike	VBG
5341	21	6	usage	usage	NN
5341	21	7	the	the	DT
5341	21	8	library	library	NN
5341	21	9	received	receive	VBD
5341	21	10	notifications	notification	NNS
5341	21	11	and	and	CC
5341	21	12	warnings	warning	NNS
5341	21	13	from	from	IN
5341	21	14	certain	certain	JJ
5341	21	15	e-	e-	XX
5341	21	16	journal	journal	NNP
5341	21	17	vendors	vendor	NNS
5341	21	18	of	of	IN
5341	21	19	abnormally	abnormally	RB
5341	21	20	large	large	JJ
5341	21	21	numbers	number	NNS
5341	21	22	of	of	IN
5341	21	23	full	full	JJ
5341	21	24	-	-	HYPH
5341	21	25	text	text	NN
5341	21	26	articles	article	NNS
5341	21	27	being	be	VBG
5341	21	28	downloaded	download	VBN
5341	21	29	over	over	IN
5341	21	30	a	a	DT
5341	21	31	relatively	relatively	RB
5341	21	32	short	short	JJ
5341	21	33	period	period	NN
5341	21	34	of	of	IN
5341	21	35	time	time	NN
5341	21	36	from	from	IN
5341	21	37	the	the	DT
5341	21	38	Laurentian	Laurentian	NNP
5341	21	39	University	University	NNP
5341	21	40	EZProxy	EZProxy	NNP
5341	21	41	server	server	NN
5341	21	42	’s	’s	POS
5341	21	43	IP	IP	NNP
5341	21	44	address	address	NN
5341	21	45	.	.	.
5341	22	1	This	this	DT
5341	22	2	level	level	NN
5341	22	3	of	of	IN
5341	22	4	usage	usage	NN
5341	22	5	was	be	VBD
5341	22	6	a	a	DT
5341	22	7	breach	breach	NN
5341	22	8	of	of	IN
5341	22	9	license	license	NN
5341	22	10	agreements	agreement	NNS
5341	22	11	.	.	.
5341	23	1	These	these	DT
5341	23	2	vendors	vendor	NNS
5341	23	3	then	then	RB
5341	23	4	proceeded	proceed	VBD
5341	23	5	to	to	TO
5341	23	6	temporarily	temporarily	RB
5341	23	7	block	block	VB
5341	23	8	Laurentian	Laurentian	NNP
5341	23	9	University	University	NNP
5341	23	10	’s	’s	POS
5341	23	11	EZProxy	ezproxy	JJ
5341	23	12	access	access	NN
5341	23	13	until	until	IN
5341	23	14	they	-PRON-	PRP
5341	23	15	obtained	obtain	VBD
5341	23	16	assurances	assurance	NNS
5341	23	17	from	from	IN
5341	23	18	the	the	DT
5341	23	19	university	university	NN
5341	23	20	that	that	IN
5341	23	21	the	the	DT
5341	23	22	offending	offend	VBG
5341	23	23	accounts	account	NNS
5341	23	24	were	be	VBD
5341	23	25	no	no	RB
5341	23	26	longer	long	RBR
5341	23	27	active	active	JJ
5341	23	28	.	.	.
5341	24	1	This	this	DT
5341	24	2	action	action	NN
5341	24	3	on	on	IN
5341	24	4	the	the	DT
5341	24	5	vendors	vendor	NNS
5341	24	6	’	’	POS
5341	24	7	part	part	NN
5341	24	8	prevented	prevent	VBD
5341	24	9	any	any	DT
5341	24	10	further	further	RB
5341	24	11	suspected	suspect	VBN
5341	24	12	illegal	illegal	JJ
5341	24	13	downloading	downloading	NN
5341	24	14	from	from	IN
5341	24	15	occurring	occur	VBG
5341	24	16	but	but	CC
5341	24	17	also	also	RB
5341	24	18	barred	bar	VBD
5341	24	19	Laurentian	Laurentian	NNP
5341	24	20	University	University	NNP
5341	24	21	students	student	NNS
5341	24	22	,	,	,
5341	24	23	staff	staff	NN
5341	24	24	,	,	,
5341	24	25	and	and	CC
5341	24	26	faculty	faculty	NN
5341	24	27	from	from	IN
5341	24	28	authorized	authorized	JJ
5341	24	29	off	off	JJ
5341	24	30	-	-	HYPH
5341	24	31	campus	campus	NN
5341	24	32	access	access	NN
5341	24	33	.	.	.
5341	25	1	But	but	CC
5341	25	2	not	not	RB
5341	25	3	all	all	DT
5341	25	4	vendors	vendor	NNS
5341	25	5	operated	operate	VBN
5341	25	6	in	in	IN
5341	25	7	this	this	DT
5341	25	8	fashion	fashion	NN
5341	25	9	and	and	CC
5341	25	10	,	,	,
5341	25	11	unknown	unknown	JJ
5341	25	12	to	to	IN
5341	25	13	the	the	DT
5341	25	14	library	library	NN
5341	25	15	at	at	IN
5341	25	16	the	the	DT
5341	25	17	time	time	NN
5341	25	18	,	,	,
5341	25	19	full	full	JJ
5341	25	20	-	-	HYPH
5341	25	21	text	text	NN
5341	25	22	articles	article	NNS
5341	25	23	continued	continue	VBD
5341	25	24	to	to	TO
5341	25	25	be	be	VB
5341	25	26	downloaded	download	VBN
5341	25	27	from	from	IN
5341	25	28	other	other	JJ
5341	25	29	vendor	vendor	NN
5341	25	30	sites	site	NNS
5341	25	31	in	in	IN
5341	25	32	excessive	excessive	JJ
5341	25	33	amounts	amount	NNS
5341	25	34	.	.	.
5341	26	1	Either	either	CC
5341	26	2	they	-PRON-	PRP
5341	26	3	were	be	VBD
5341	26	4	not	not	RB
5341	26	5	monitoring	monitor	VBG
5341	26	6	excessive	excessive	JJ
5341	26	7	usage	usage	NN
5341	26	8	or	or	CC
5341	26	9	they	-PRON-	PRP
5341	26	10	did	do	VBD
5341	26	11	not	not	RB
5341	26	12	have	have	VB
5341	26	13	the	the	DT
5341	26	14	technical	technical	JJ
5341	26	15	means	mean	NNS
5341	26	16	to	to	TO
5341	26	17	do	do	VB
5341	26	18	so	so	RB
5341	26	19	.	.	.
5341	27	1	Regardless	regardless	RB
5341	27	2	,	,	,
5341	27	3	in	in	IN
5341	27	4	some	some	DT
5341	27	5	cases	case	NNS
5341	27	6	certain	certain	JJ
5341	27	7	e	e	NNP
5341	27	8	-	-	NN
5341	27	9	journal	journal	JJ
5341	27	10	titles	title	NNS
5341	27	11	recorded	record	VBD
5341	27	12	downloads	download	NNS
5341	27	13	thousands	thousand	NNS
5341	27	14	of	of	IN
5341	27	15	times	time	NNS
5341	27	16	higher	high	JJR
5341	27	17	than	than	IN
5341	27	18	normal	normal	JJ
5341	27	19	.	.	.
5341	28	1	In	in	IN
5341	28	2	some	some	DT
5341	28	3	cases	case	NNS
5341	28	4	dozens	dozen	NNS
5341	28	5	of	of	IN
5341	28	6	articles	article	NNS
5341	28	7	were	be	VBD
5341	28	8	being	be	VBG
5341	28	9	downloaded	download	VBN
5341	28	10	in	in	IN
5341	28	11	seconds	second	NNS
5341	28	12	.	.	.
5341	29	1	The	the	DT
5341	29	2	situation	situation	NN
5341	29	3	continued	continue	VBD
5341	29	4	until	until	IN
5341	29	5	late	late	JJ
5341	29	6	spring	spring	NN
5341	29	7	2011	2011	CD
5341	29	8	,	,	,
5341	29	9	at	at	IN
5341	29	10	which	which	WDT
5341	29	11	point	point	NN
5341	29	12	it	-PRON-	PRP
5341	29	13	was	be	VBD
5341	29	14	discovered	discover	VBN
5341	29	15	that	that	IN
5341	29	16	confidential	confidential	JJ
5341	29	17	proxy	proxy	NN
5341	29	18	account	account	NN
5341	29	19	login	login	NNP
5341	29	20	information	information	NN
5341	29	21	had	have	VBD
5341	29	22	been	be	VBN
5341	29	23	posted	post	VBN
5341	29	24	illegally	illegally	RB
5341	29	25	on	on	IN
5341	29	26	the	the	DT
5341	29	27	web	web	NN
5341	29	28	.	.	.
5341	30	1	With	with	IN
5341	30	2	the	the	DT
5341	30	3	login	login	NN
5341	30	4	information	information	NN
5341	30	5	of	of	IN
5341	30	6	all	all	DT
5341	30	7	compromised	compromise	VBN
5341	30	8	accounts	account	NNS
5341	30	9	now	now	RB
5341	30	10	available	available	JJ
5341	30	11	,	,	,
5341	30	12	proxy	proxy	JJ
5341	30	13	managers	manager	NNS
5341	30	14	were	be	VBD
5341	30	15	able	able	JJ
5341	30	16	to	to	TO
5341	30	17	block	block	VB
5341	30	18	their	-PRON-	PRP$
5341	30	19	access	access	NN
5341	30	20	at	at	IN
5341	30	21	once	once	RB
5341	30	22	,	,	,
5341	30	23	thereby	thereby	RB
5341	30	24	ending	end	VBG
5341	30	25	the	the	DT
5341	30	26	period	period	NN
5341	30	27	of	of	IN
5341	30	28	illegal	illegal	JJ
5341	30	29	downloading	downloading	NN
5341	30	30	of	of	IN
5341	30	31	Laurentian	Laurentian	NNP
5341	30	32	University	University	NNP
5341	30	33	licensed	license	VBD
5341	30	34	material	material	NN
5341	30	35	.	.	.
5341	31	1	Web	web	NN
5341	31	2	robots	robot	NNS
5341	31	3	were	be	VBD
5341	31	4	suspected	suspect	VBN
5341	31	5	to	to	TO
5341	31	6	have	have	VB
5341	31	7	been	be	VBN
5341	31	8	involved	involve	VBN
5341	31	9	.	.	.
5341	32	1	Web	web	NN
5341	32	2	robots	robot	NNS
5341	32	3	,	,	,
5341	32	4	also	also	RB
5341	32	5	referred	refer	VBD
5341	32	6	to	to	IN
5341	32	7	as	as	IN
5341	32	8	Internet	internet	NN
5341	32	9	bots	bot	NNS
5341	32	10	or	or	CC
5341	32	11	WWW	www	NN
5341	32	12	robots	robot	NNS
5341	32	13	,	,	,
5341	32	14	are	be	VBP
5341	32	15	automated	automate	VBN
5341	32	16	software	software	NN
5341	32	17	applications	application	NNS
5341	32	18	that	that	WDT
5341	32	19	run	run	VBP
5341	32	20	tasks	task	NNS
5341	32	21	on	on	IN
5341	32	22	the	the	DT
5341	32	23	web	web	NN
5341	32	24	much	much	RB
5341	32	25	as	as	IN
5341	32	26	search	search	NN
5341	32	27	engines	engine	NNS
5341	32	28	do.9	do.9	VBP
5341	32	29	They	-PRON-	PRP
5341	32	30	send	send	VBP
5341	32	31	requests	request	NNS
5341	32	32	to	to	IN
5341	32	33	web	web	NN
5341	32	34	servers	server	NNS
5341	32	35	to	to	TO
5341	32	36	procure	procure	VB
5341	32	37	resources.10	resources.10	NNP
5341	32	38	Some	some	DT
5341	32	39	robots	robot	NNS
5341	32	40	are	be	VBP
5341	32	41	developed	develop	VBN
5341	32	42	with	with	IN
5341	32	43	malicious	malicious	JJ
5341	32	44	intent	intent	NN
5341	32	45	and	and	CC
5341	32	46	are	be	VBP
5341	32	47	designed	design	VBN
5341	32	48	to	to	TO
5341	32	49	download	download	VB
5341	32	50	entire	entire	JJ
5341	32	51	websites	website	NNS
5341	32	52	for	for	IN
5341	32	53	the	the	DT
5341	32	54	purpose	purpose	NN
5341	32	55	of	of	IN
5341	32	56	copying	copy	VBG
5341	32	57	the	the	DT
5341	32	58	site,11	site,11	NNP
5341	32	59	for	for	IN
5341	32	60	autonomous	autonomous	JJ
5341	32	61	logins	login	NNS
5341	32	62	to	to	TO
5341	32	63	send	send	VB
5341	32	64	spam,12	spam,12	NN
5341	32	65	or	or	CC
5341	32	66	for	for	IN
5341	32	67	autonomous	autonomous	JJ
5341	32	68	logins	login	NNS
5341	32	69	to	to	TO
5341	32	70	steal	steal	VB
5341	32	71	confidential	confidential	JJ
5341	32	72	or	or	CC
5341	32	73	copyright	copyright	NN
5341	32	74	protected	protect	VBN
5341	32	75	material.13	material.13	NNP
5341	32	76	Web	web	NN
5341	32	77	robots	robot	NNS
5341	32	78	specifically	specifically	RB
5341	32	79	designed	design	VBN
5341	32	80	for	for	IN
5341	32	81	the	the	DT
5341	32	82	illegal	illegal	JJ
5341	32	83	procurement	procurement	NN
5341	32	84	of	of	IN
5341	32	85	copyright	copyright	NN
5341	32	86	protected	protect	VBN
5341	32	87	content	content	NN
5341	32	88	are	be	VBP
5341	32	89	obviously	obviously	RB
5341	32	90	of	of	IN
5341	32	91	particular	particular	JJ
5341	32	92	concern	concern	NN
5341	32	93	for	for	IN
5341	32	94	libraries	library	NNS
5341	32	95	.	.	.
5341	33	1	Unlawful	unlawful	JJ
5341	33	2	downloading	downloading	NN
5341	33	3	of	of	IN
5341	33	4	full	full	JJ
5341	33	5	-	-	HYPH
5341	33	6	text	text	NN
5341	33	7	content	content	NN
5341	33	8	occurs	occur	VBZ
5341	33	9	for	for	IN
5341	33	10	many	many	JJ
5341	33	11	reasons	reason	NNS
5341	33	12	.	.	.
5341	34	1	Studies	study	NNS
5341	34	2	have	have	VBP
5341	34	3	clearly	clearly	RB
5341	34	4	demonstrated	demonstrate	VBN
5341	34	5	that	that	IN
5341	34	6	excessively	excessively	RB
5341	34	7	high	high	JJ
5341	34	8	prices	price	NNS
5341	34	9	of	of	IN
5341	34	10	digital	digital	JJ
5341	34	11	content	content	NN
5341	34	12	is	be	VBZ
5341	34	13	a	a	DT
5341	34	14	major	major	JJ
5341	34	15	drive	drive	NN
5341	34	16	for	for	IN
5341	34	17	illegal	illegal	JJ
5341	34	18	downloads.14	downloads.14	NNP
5341	34	19	Misunderstanding	Misunderstanding	NNP
5341	34	20	and	and	CC
5341	34	21	misinterpretation	misinterpretation	NN
5341	34	22	of	of	IN
5341	34	23	copyright	copyright	NN
5341	34	24	laws	law	NNS
5341	34	25	in	in	IN
5341	34	26	addition	addition	NN
5341	34	27	to	to	IN
5341	34	28	THE	the	DT
5341	34	29	IMPORTANCE	IMPORTANCE	NNP
5341	34	30	OF	of	IN
5341	34	31	IDENTIFYING	identifying	NN
5341	34	32	AND	and	CC
5341	34	33	ACCOMMODATING	accommodating	NN
5341	34	34	E	e	NN
5341	34	35	-	-	HYPH
5341	34	36	RESOURCES	resources	JJ
5341	34	37	USAGE	usage	NN
5341	34	38	DATA	datum	NNS
5341	34	39	FOR	for	IN
5341	34	40	THE	the	DT
5341	34	41	PRESENCE	presence	NN
5341	34	42	OF	of	IN
5341	34	43	OUTLIERS	outlier	NNS
5341	34	44	|	|	CD
5341	34	45	LAMOTHE	LAMOTHE	NNP
5341	34	46	33	33	CD
5341	34	47	unfamiliarity	unfamiliarity	NN
5341	34	48	with	with	IN
5341	34	49	and	and	CC
5341	34	50	general	general	JJ
5341	34	51	apathy	apathy	NN
5341	34	52	toward	toward	IN
5341	34	53	these	these	DT
5341	34	54	same	same	JJ
5341	34	55	copyright	copyright	NN
5341	34	56	laws	law	NNS
5341	34	57	further	further	RB
5341	34	58	contribute	contribute	VBP
5341	34	59	to	to	IN
5341	34	60	unlawful	unlawful	JJ
5341	34	61	downloading	downloading	NN
5341	34	62	of	of	IN
5341	34	63	protected	protect	VBN
5341	34	64	material.15	material.15	NNP
5341	34	65	Many	many	JJ
5341	34	66	students	student	NNS
5341	34	67	are	be	VBP
5341	34	68	unaware	unaware	JJ
5341	34	69	that	that	IN
5341	34	70	the	the	DT
5341	34	71	transmission	transmission	NN
5341	34	72	of	of	IN
5341	34	73	downloaded	download	VBN
5341	34	74	articles	article	NNS
5341	34	75	violates	violate	VBZ
5341	34	76	copyright	copyright	NN
5341	34	77	laws	law	NNS
5341	34	78	and	and	CC
5341	34	79	license	license	NN
5341	34	80	agreements	agreement	NNS
5341	34	81	and	and	CC
5341	34	82	often	often	RB
5341	34	83	misunderstand	misunderstand	VBP
5341	34	84	the	the	DT
5341	34	85	fair	fair	JJ
5341	34	86	use	use	NN
5341	34	87	aspect	aspect	NN
5341	34	88	of	of	IN
5341	34	89	copyright	copyright	NN
5341	34	90	as	as	IN
5341	34	91	meaning	mean	VBG
5341	34	92	that	that	IN
5341	34	93	the	the	DT
5341	34	94	acquisition	acquisition	NN
5341	34	95	and	and	CC
5341	34	96	distribution	distribution	NN
5341	34	97	of	of	IN
5341	34	98	licensed	license	VBN
5341	34	99	content	content	NN
5341	34	100	for	for	IN
5341	34	101	the	the	DT
5341	34	102	purpose	purpose	NN
5341	34	103	of	of	IN
5341	34	104	education	education	NN
5341	34	105	is	be	VBZ
5341	34	106	allowed.16	allowed.16	NNP
5341	34	107	In	in	IN
5341	34	108	the	the	DT
5341	34	109	minds	mind	NNS
5341	34	110	of	of	IN
5341	34	111	these	these	DT
5341	34	112	students	student	NNS
5341	34	113	,	,	,
5341	34	114	distribution	distribution	NN
5341	34	115	is	be	VBZ
5341	34	116	permitted	permit	VBN
5341	34	117	provided	provide	VBN
5341	34	118	it	-PRON-	PRP
5341	34	119	is	be	VBZ
5341	34	120	not	not	RB
5341	34	121	for	for	IN
5341	34	122	profit	profit	NN
5341	34	123	.	.	.
5341	35	1	Librarians	librarian	NNS
5341	35	2	have	have	VBP
5341	35	3	also	also	RB
5341	35	4	reported	report	VBN
5341	35	5	students	student	NNS
5341	35	6	systematically	systematically	RB
5341	35	7	downloading	download	VBG
5341	35	8	all	all	DT
5341	35	9	articles	article	NNS
5341	35	10	from	from	IN
5341	35	11	recent	recent	JJ
5341	35	12	journal	journal	NN
5341	35	13	issues	issue	NNS
5341	35	14	not	not	RB
5341	35	15	for	for	IN
5341	35	16	the	the	DT
5341	35	17	purpose	purpose	NN
5341	35	18	of	of	IN
5341	35	19	distribution	distribution	NN
5341	35	20	or	or	CC
5341	35	21	sale	sale	NN
5341	35	22	but	but	CC
5341	35	23	rather	rather	RB
5341	35	24	to	to	TO
5341	35	25	build	build	VB
5341	35	26	their	-PRON-	PRP$
5341	35	27	own	own	JJ
5341	35	28	personal	personal	JJ
5341	35	29	collection.17	collection.17	NNP
5341	35	30	They	-PRON-	PRP
5341	35	31	are	be	VBP
5341	35	32	more	more	RBR
5341	35	33	concerned	concerned	JJ
5341	35	34	with	with	IN
5341	35	35	obtaining	obtain	VBG
5341	35	36	resources	resource	NNS
5341	35	37	quickly	quickly	RB
5341	35	38	and	and	CC
5341	35	39	completely	completely	RB
5341	35	40	rather	rather	RB
5341	35	41	than	than	IN
5341	35	42	legally.18	legally.18	NNP
5341	35	43	Aggravating	aggravate	VBG
5341	35	44	the	the	DT
5341	35	45	situation	situation	NN
5341	35	46	are	be	VBP
5341	35	47	students	student	NNS
5341	35	48	who	who	WP
5341	35	49	firmly	firmly	RB
5341	35	50	believe	believe	VBP
5341	35	51	that	that	IN
5341	35	52	by	by	IN
5341	35	53	paying	pay	VBG
5341	35	54	tuition	tuition	NN
5341	35	55	they	-PRON-	PRP
5341	35	56	have	have	VBP
5341	35	57	permission	permission	NN
5341	35	58	to	to	TO
5341	35	59	do	do	VB
5341	35	60	whatever	whatever	WDT
5341	35	61	they	-PRON-	PRP
5341	35	62	wish	wish	VBP
5341	35	63	with	with	IN
5341	35	64	their	-PRON-	PRP$
5341	35	65	institutions	institution	NNS
5341	35	66	’	’	POS
5341	35	67	e	e	JJ
5341	35	68	-	-	:
5341	35	69	resources.19	resources.19	NNP
5341	35	70	Some	some	DT
5341	35	71	of	of	IN
5341	35	72	these	these	DT
5341	35	73	same	same	JJ
5341	35	74	students	student	NNS
5341	35	75	even	even	RB
5341	35	76	use	use	VBP
5341	35	77	web	web	NN
5341	35	78	robots	robot	NNS
5341	35	79	to	to	TO
5341	35	80	download	download	VB
5341	35	81	as	as	RB
5341	35	82	much	much	RB
5341	35	83	as	as	IN
5341	35	84	possible	possible	JJ
5341	35	85	thereby	thereby	RB
5341	35	86	saving	save	VBG
5341	35	87	them	-PRON-	PRP
5341	35	88	time	time	NN
5341	35	89	and	and	CC
5341	35	90	energy.20	energy.20	NNP
5341	35	91	They	-PRON-	PRP
5341	35	92	consider	consider	VBP
5341	35	93	the	the	DT
5341	35	94	downloaded	downloaded	JJ
5341	35	95	item	item	NN
5341	35	96	as	as	IN
5341	35	97	their	-PRON-	PRP$
5341	35	98	personal	personal	JJ
5341	35	99	property	property	NN
5341	35	100	.	.	.
5341	36	1	In	in	IN
5341	36	2	fact	fact	NN
5341	36	3	,	,	,
5341	36	4	Calluzzo	Calluzzo	NNP
5341	36	5	and	and	CC
5341	36	6	Cante	Cante	NNP
5341	36	7	found	find	VBD
5341	36	8	that	that	IN
5341	36	9	students	student	NNS
5341	36	10	displayed	display	VBD
5341	36	11	an	an	DT
5341	36	12	ethical	ethical	JJ
5341	36	13	sense	sense	NN
5341	36	14	to	to	IN
5341	36	15	personal	personal	JJ
5341	36	16	property	property	NN
5341	36	17	but	but	CC
5341	36	18	became	become	VBD
5341	36	19	neutral	neutral	JJ
5341	36	20	if	if	IN
5341	36	21	the	the	DT
5341	36	22	property	property	NN
5341	36	23	belonged	belong	VBD
5341	36	24	to	to	IN
5341	36	25	an	an	DT
5341	36	26	enterprise.21	enterprise.21	NNP
5341	36	27	And	and	CC
5341	36	28	Solomon	Solomon	NNP
5341	36	29	and	and	CC
5341	36	30	O’Brien	O’Brien	NNP
5341	36	31	found	find	VBD
5341	36	32	that	that	IN
5341	36	33	71	71	CD
5341	36	34	percent	percent	NN
5341	36	35	of	of	IN
5341	36	36	students	student	NNS
5341	36	37	believed	believe	VBD
5341	36	38	illegal	illegal	JJ
5341	36	39	copying	copying	NN
5341	36	40	to	to	TO
5341	36	41	be	be	VB
5341	36	42	a	a	DT
5341	36	43	socially	socially	RB
5341	36	44	and	and	CC
5341	36	45	ethically	ethically	RB
5341	36	46	acceptable	acceptable	JJ
5341	36	47	behavior.22	behavior.22	NNP
5341	36	48	The	the	DT
5341	36	49	J.	J.	NNP
5341	36	50	N.	N.	NNP
5341	36	51	Desmarais	Desmarais	NNP
5341	36	52	Library	Library	NNP
5341	36	53	integrates	integrate	VBZ
5341	36	54	e	e	NN
5341	36	55	-	-	NN
5341	36	56	resource	resource	NN
5341	36	57	usage	usage	NN
5341	36	58	into	into	IN
5341	36	59	its	-PRON-	PRP$
5341	36	60	collection	collection	NN
5341	36	61	development	development	NN
5341	36	62	policy	policy	NN
5341	36	63	.	.	.
5341	37	1	As	as	IN
5341	37	2	stated	state	VBN
5341	37	3	in	in	IN
5341	37	4	the	the	DT
5341	37	5	library	library	NN
5341	37	6	’s	’s	POS
5341	37	7	Collection	Collection	NNP
5341	37	8	Development	Development	NNP
5341	37	9	Policy	Policy	NNP
5341	37	10	,	,	,
5341	37	11	“	"	``
5341	37	12	if	if	IN
5341	37	13	the	the	DT
5341	37	14	cost	cost	NN
5341	37	15	-	-	HYPH
5341	37	16	per	per	IN
5341	37	17	-	-	HYPH
5341	37	18	use	use	NN
5341	37	19	of	of	IN
5341	37	20	an	an	DT
5341	37	21	online	online	JJ
5341	37	22	resource	resource	NN
5341	37	23	is	be	VBZ
5341	37	24	greater	great	JJR
5341	37	25	than	than	IN
5341	37	26	the	the	DT
5341	37	27	cost	cost	NN
5341	37	28	of	of	IN
5341	37	29	an	an	DT
5341	37	30	interlibrary	interlibrary	JJ
5341	37	31	loan	loan	NN
5341	37	32	for	for	IN
5341	37	33	three	three	CD
5341	37	34	consecutive	consecutive	JJ
5341	37	35	years	year	NNS
5341	37	36	,	,	,
5341	37	37	this	this	DT
5341	37	38	resource	resource	NN
5341	37	39	will	will	MD
5341	37	40	be	be	VB
5341	37	41	reviewed	review	VBN
5341	37	42	for	for	IN
5341	37	43	cancellation	cancellation	NN
5341	37	44	.	.	.
5341	37	45	”23	”23	NNP
5341	37	46	In	in	IN
5341	37	47	fact	fact	NN
5341	37	48	,	,	,
5341	37	49	this	this	DT
5341	37	50	practice	practice	NN
5341	37	51	has	have	VBZ
5341	37	52	been	be	VBN
5341	37	53	enforced	enforce	VBN
5341	37	54	for	for	IN
5341	37	55	the	the	DT
5341	37	56	past	past	JJ
5341	37	57	several	several	JJ
5341	37	58	years	year	NNS
5341	37	59	and	and	CC
5341	37	60	has	have	VBZ
5341	37	61	saved	save	VBN
5341	37	62	the	the	DT
5341	37	63	library	library	NN
5341	37	64	a	a	DT
5341	37	65	considerable	considerable	JJ
5341	37	66	sum	sum	NN
5341	37	67	of	of	IN
5341	37	68	money.24	money.24	NNP
5341	37	69	For	for	IN
5341	37	70	this	this	DT
5341	37	71	reason	reason	NN
5341	37	72	,	,	,
5341	37	73	it	-PRON-	PRP
5341	37	74	is	be	VBZ
5341	37	75	extremely	extremely	RB
5341	37	76	important	important	JJ
5341	37	77	not	not	RB
5341	37	78	to	to	TO
5341	37	79	assume	assume	VB
5341	37	80	the	the	DT
5341	37	81	accuracy	accuracy	NN
5341	37	82	of	of	IN
5341	37	83	usage	usage	NN
5341	37	84	values	value	NNS
5341	37	85	without	without	IN
5341	37	86	carefully	carefully	RB
5341	37	87	examining	examine	VBG
5341	37	88	the	the	DT
5341	37	89	data	datum	NNS
5341	37	90	.	.	.
5341	38	1	The	the	DT
5341	38	2	artificial	artificial	JJ
5341	38	3	inflation	inflation	NN
5341	38	4	of	of	IN
5341	38	5	usage	usage	NN
5341	38	6	numbers	number	NNS
5341	38	7	could	could	MD
5341	38	8	substantially	substantially	RB
5341	38	9	cost	cost	VB
5341	38	10	the	the	DT
5341	38	11	library	library	NN
5341	38	12	if	if	IN
5341	38	13	it	-PRON-	PRP
5341	38	14	was	be	VBD
5341	38	15	believed	believe	VBN
5341	38	16	that	that	IN
5341	38	17	an	an	DT
5341	38	18	e	e	NN
5341	38	19	-	-	NN
5341	38	20	resource	resource	NN
5341	38	21	was	be	VBD
5341	38	22	beginning	begin	VBG
5341	38	23	to	to	TO
5341	38	24	experience	experience	VB
5341	38	25	an	an	DT
5341	38	26	improvement	improvement	NN
5341	38	27	in	in	IN
5341	38	28	usage	usage	NN
5341	38	29	when	when	WRB
5341	38	30	,	,	,
5341	38	31	in	in	IN
5341	38	32	actuality	actuality	NN
5341	38	33	,	,	,
5341	38	34	it	-PRON-	PRP
5341	38	35	was	be	VBD
5341	38	36	not	not	RB
5341	38	37	the	the	DT
5341	38	38	case	case	NN
5341	38	39	.	.	.
5341	39	1	The	the	DT
5341	39	2	decision	decision	NN
5341	39	3	to	to	TO
5341	39	4	keep	keep	VB
5341	39	5	this	this	DT
5341	39	6	resource	resource	NN
5341	39	7	could	could	MD
5341	39	8	cost	cost	VB
5341	39	9	the	the	DT
5341	39	10	library	library	NN
5341	39	11	tens	ten	NNS
5341	39	12	of	of	IN
5341	39	13	thousands	thousand	NNS
5341	39	14	of	of	IN
5341	39	15	dollars	dollar	NNS
5341	39	16	before	before	IN
5341	39	17	it	-PRON-	PRP
5341	39	18	was	be	VBD
5341	39	19	realized	realize	VBN
5341	39	20	that	that	IN
5341	39	21	the	the	DT
5341	39	22	high	high	JJ
5341	39	23	number	number	NN
5341	39	24	of	of	IN
5341	39	25	searches	search	NNS
5341	39	26	or	or	CC
5341	39	27	downloads	download	NNS
5341	39	28	recorded	record	VBN
5341	39	29	were	be	VBD
5341	39	30	not	not	RB
5341	39	31	reflective	reflective	JJ
5341	39	32	of	of	IN
5341	39	33	actual	actual	JJ
5341	39	34	usage	usage	NN
5341	39	35	but	but	CC
5341	39	36	were	be	VBD
5341	39	37	rather	rather	RB
5341	39	38	the	the	DT
5341	39	39	result	result	NN
5341	39	40	of	of	IN
5341	39	41	data	datum	NNS
5341	39	42	recording	record	VBG
5341	39	43	errors	error	NNS
5341	39	44	or	or	CC
5341	39	45	illegal	illegal	JJ
5341	39	46	activity	activity	NN
5341	39	47	.	.	.
5341	40	1	Regrettably	regrettably	RB
5341	40	2	,	,	,
5341	40	3	libraries	library	NNS
5341	40	4	will	will	MD
5341	40	5	continue	continue	VB
5341	40	6	to	to	TO
5341	40	7	deal	deal	VB
5341	40	8	with	with	IN
5341	40	9	the	the	DT
5341	40	10	consequences	consequence	NNS
5341	40	11	of	of	IN
5341	40	12	copyright	copyright	NN
5341	40	13	infringement	infringement	NN
5341	40	14	,	,	,
5341	40	15	even	even	RB
5341	40	16	if	if	IN
5341	40	17	the	the	DT
5341	40	18	library	library	NN
5341	40	19	itself	-PRON-	PRP
5341	40	20	is	be	VBZ
5341	40	21	not	not	RB
5341	40	22	at	at	IN
5341	40	23	fault	fault	NN
5341	40	24	.	.	.
5341	41	1	It	-PRON-	PRP
5341	41	2	is	be	VBZ
5341	41	3	,	,	,
5341	41	4	however	however	RB
5341	41	5	,	,	,
5341	41	6	important	important	JJ
5341	41	7	to	to	TO
5341	41	8	recognize	recognize	VB
5341	41	9	and	and	CC
5341	41	10	understand	understand	VB
5341	41	11	that	that	IN
5341	41	12	publishers	publisher	NNS
5341	41	13	are	be	VBP
5341	41	14	businesses	business	NNS
5341	41	15	and	and	CC
5341	41	16	like	like	IN
5341	41	17	any	any	DT
5341	41	18	business	business	NN
5341	41	19	,	,	,
5341	41	20	expect	expect	VBP
5341	41	21	financial	financial	JJ
5341	41	22	gain.25	gain.25	NNP
5341	41	23	Even	even	RB
5341	41	24	though	though	IN
5341	41	25	e	e	NN
5341	41	26	-	-	NN
5341	41	27	resource	resource	NN
5341	41	28	piracy	piracy	NN
5341	41	29	is	be	VBZ
5341	41	30	currently	currently	RB
5341	41	31	very	very	RB
5341	41	32	small	small	JJ
5341	41	33	,	,	,
5341	41	34	the	the	DT
5341	41	35	risk	risk	NN
5341	41	36	of	of	IN
5341	41	37	it	-PRON-	PRP
5341	41	38	becoming	become	VBG
5341	41	39	the	the	DT
5341	41	40	single	single	JJ
5341	41	41	greatest	great	JJS
5341	41	42	threat	threat	NN
5341	41	43	to	to	IN
5341	41	44	the	the	DT
5341	41	45	industry	industry	NN
5341	41	46	is	be	VBZ
5341	41	47	quite	quite	RB
5341	41	48	real	real	JJ
5341	41	49	.	.	.
5341	42	1	Both	both	DT
5341	42	2	music	music	NN
5341	42	3	and	and	CC
5341	42	4	film	film	NN
5341	42	5	industries	industry	NNS
5341	42	6	have	have	VBP
5341	42	7	been	be	VBN
5341	42	8	greatly	greatly	RB
5341	42	9	affected	affect	VBN
5341	42	10	by	by	IN
5341	42	11	piracy	piracy	NN
5341	42	12	for	for	IN
5341	42	13	nearly	nearly	RB
5341	42	14	two	two	CD
5341	42	15	decades	decade	NNS
5341	42	16	,	,	,
5341	42	17	and	and	CC
5341	42	18	everyone	everyone	NN
5341	42	19	witnessed	witness	VBD
5341	42	20	the	the	DT
5341	42	21	damaging	damaging	JJ
5341	42	22	effect	effect	NN
5341	42	23	it	-PRON-	PRP
5341	42	24	had	have	VBD
5341	42	25	.	.	.
5341	43	1	Publishers	publisher	NNS
5341	43	2	have	have	VBP
5341	43	3	learned	learn	VBN
5341	43	4	from	from	IN
5341	43	5	this	this	DT
5341	43	6	and	and	CC
5341	43	7	will	will	MD
5341	43	8	not	not	RB
5341	43	9	allow	allow	VB
5341	43	10	it	-PRON-	PRP
5341	43	11	to	to	TO
5341	43	12	happen	happen	VB
5341	43	13	to	to	IN
5341	43	14	them	-PRON-	PRP
5341	43	15	as	as	IN
5341	43	16	well.26	well.26	NNP
5341	43	17	Unfortunately	unfortunately	RB
5341	43	18	for	for	IN
5341	43	19	all	all	DT
5341	43	20	parties	party	NNS
5341	43	21	involved	involve	VBN
5341	43	22	,	,	,
5341	43	23	the	the	DT
5341	43	24	nature	nature	NN
5341	43	25	of	of	IN
5341	43	26	e	e	NNS
5341	43	27	-	-	NNS
5341	43	28	resources	resource	NNS
5341	43	29	has	have	VBZ
5341	43	30	made	make	VBN
5341	43	31	them	-PRON-	PRP
5341	43	32	extremely	extremely	RB
5341	43	33	easy	easy	JJ
5341	43	34	to	to	IN
5341	43	35	copy.27	copy.27	NNP
5341	43	36	INFORMATION	INFORMATION	NNP
5341	43	37	TECHNOLOGY	technology	NN
5341	43	38	AND	and	CC
5341	43	39	LIBRARIES	LIBRARIES	NNP
5341	43	40	|	|	NNP
5341	43	41	JUNE	JUNE	NNP
5341	43	42	2014	2014	CD
5341	43	43	34	34	CD
5341	43	44	METHOD	method	NN
5341	43	45	The	the	DT
5341	43	46	following	follow	VBG
5341	43	47	methodology	methodology	NN
5341	43	48	will	will	MD
5341	43	49	detail	detail	VB
5341	43	50	the	the	DT
5341	43	51	step	step	NN
5341	43	52	-	-	HYPH
5341	43	53	by	by	IN
5341	43	54	-	-	HYPH
5341	43	55	step	step	NN
5341	43	56	procedures	procedure	NNS
5341	43	57	to	to	TO
5341	43	58	identify	identify	VB
5341	43	59	and	and	CC
5341	43	60	deal	deal	VB
5341	43	61	with	with	IN
5341	43	62	suspected	suspect	VBN
5341	43	63	outliers	outlier	NNS
5341	43	64	.	.	.
5341	44	1	All	all	DT
5341	44	2	data	datum	NNS
5341	44	3	manipulation	manipulation	NN
5341	44	4	and	and	CC
5341	44	5	calculations	calculation	NNS
5341	44	6	were	be	VBD
5341	44	7	executed	execute	VBN
5341	44	8	in	in	IN
5341	44	9	Microsoft	Microsoft	NNP
5341	44	10	Excel	Excel	NNP
5341	44	11	for	for	IN
5341	44	12	Mac	Mac	NNP
5341	44	13	2011	2011	CD
5341	44	14	(	(	-LRB-
5341	44	15	version	version	NN
5341	44	16	14.3.2	14.3.2	NNP
5341	44	17	)	)	-RRB-
5341	44	18	.	.	.
5341	45	1	All	all	DT
5341	45	2	tables	table	NNS
5341	45	3	and	and	CC
5341	45	4	figures	figure	NNS
5341	45	5	were	be	VBD
5341	45	6	generated	generate	VBN
5341	45	7	using	use	VBG
5341	45	8	the	the	DT
5341	45	9	same	same	JJ
5341	45	10	version	version	NN
5341	45	11	of	of	IN
5341	45	12	Excel	Excel	NNP
5341	45	13	.	.	.
5341	46	1	The	the	DT
5341	46	2	first	first	JJ
5341	46	3	step	step	NN
5341	46	4	is	be	VBZ
5341	46	5	to	to	TO
5341	46	6	identify	identify	VB
5341	46	7	suspected	suspect	VBN
5341	46	8	outliers	outlier	NNS
5341	46	9	by	by	IN
5341	46	10	visually	visually	RB
5341	46	11	examining	examine	VBG
5341	46	12	an	an	DT
5341	46	13	entire	entire	JJ
5341	46	14	usage	usage	NN
5341	46	15	dataset	dataset	NN
5341	46	16	.	.	.
5341	47	1	A	a	DT
5341	47	2	dataset	dataset	NN
5341	47	3	is	be	VBZ
5341	47	4	defined	define	VBN
5341	47	5	as	as	IN
5341	47	6	a	a	DT
5341	47	7	collection	collection	NN
5341	47	8	of	of	IN
5341	47	9	related	related	JJ
5341	47	10	data	datum	NNS
5341	47	11	corresponding	correspond	VBG
5341	47	12	to	to	IN
5341	47	13	the	the	DT
5341	47	14	contents	content	NNS
5341	47	15	of	of	IN
5341	47	16	a	a	DT
5341	47	17	single	single	JJ
5341	47	18	database	database	NN
5341	47	19	table	table	NN
5341	47	20	in	in	IN
5341	47	21	which	which	WDT
5341	47	22	each	each	DT
5341	47	23	column	column	NN
5341	47	24	represents	represent	VBZ
5341	47	25	a	a	DT
5341	47	26	particular	particular	JJ
5341	47	27	variable	variable	NN
5341	47	28	and	and	CC
5341	47	29	each	each	DT
5341	47	30	row	row	NN
5341	47	31	,	,	,
5341	47	32	a	a	DT
5341	47	33	given	give	VBN
5341	47	34	member	member	NN
5341	47	35	of	of	IN
5341	47	36	the	the	DT
5341	47	37	dataset	dataset	NN
5341	47	38	in	in	IN
5341	47	39	question.28	question.28	NNP
5341	47	40	For	for	IN
5341	47	41	this	this	DT
5341	47	42	reason	reason	NN
5341	47	43	,	,	,
5341	47	44	the	the	DT
5341	47	45	term	term	NN
5341	47	46	dataset	dataset	NN
5341	47	47	will	will	MD
5341	47	48	be	be	VB
5341	47	49	referred	refer	VBN
5341	47	50	to	to	IN
5341	47	51	in	in	IN
5341	47	52	this	this	DT
5341	47	53	paper	paper	NN
5341	47	54	as	as	IN
5341	47	55	a	a	DT
5341	47	56	grouping	grouping	NN
5341	47	57	of	of	IN
5341	47	58	data	datum	NNS
5341	47	59	from	from	IN
5341	47	60	any	any	DT
5341	47	61	single	single	JJ
5341	47	62	spreadsheet	spreadsheet	NN
5341	47	63	.	.	.
5341	48	1	Each	each	DT
5341	48	2	spreadsheet	spreadsheet	NN
5341	48	3	contains	contain	VBZ
5341	48	4	the	the	DT
5341	48	5	number	number	NN
5341	48	6	of	of	IN
5341	48	7	full	full	JJ
5341	48	8	-	-	HYPH
5341	48	9	text	text	NN
5341	48	10	articles	article	NNS
5341	48	11	downloaded	download	VBN
5341	48	12	per	per	IN
5341	48	13	year	year	NN
5341	48	14	per	per	IN
5341	48	15	vendor	vendor	NN
5341	48	16	.	.	.
5341	49	1	Each	each	DT
5341	49	2	dataset	dataset	NN
5341	49	3	was	be	VBD
5341	49	4	downloaded	download	VBN
5341	49	5	from	from	IN
5341	49	6	vendors	vendor	NNS
5341	49	7	’	’	POS
5341	49	8	sites	site	NNS
5341	49	9	as	as	IN
5341	49	10	JR1	JR1	NNP
5341	49	11	COUNTER	COUNTER	NNP
5341	49	12	-	-	HYPH
5341	49	13	compliant	compliant	JJ
5341	49	14	reports	report	NNS
5341	49	15	,	,	,
5341	49	16	which	which	WDT
5341	49	17	detail	detail	VBP
5341	49	18	the	the	DT
5341	49	19	number	number	NN
5341	49	20	of	of	IN
5341	49	21	successful	successful	JJ
5341	49	22	full	full	JJ
5341	49	23	-	-	HYPH
5341	49	24	text	text	NN
5341	49	25	articles	article	NNS
5341	49	26	downloaded	download	VBN
5341	49	27	per	per	IN
5341	49	28	month	month	NN
5341	49	29	and	and	CC
5341	49	30	per	per	IN
5341	49	31	journal	journal	NNP
5341	49	32	for	for	IN
5341	49	33	a	a	DT
5341	49	34	given	give	VBN
5341	49	35	year	year	NN
5341	49	36	.	.	.
5341	50	1	All	all	DT
5341	50	2	vendors	vendor	NNS
5341	50	3	provided	provide	VBD
5341	50	4	JR1	JR1	NNP
5341	50	5	COUNTER	COUNTER	NNP
5341	50	6	-	-	HYPH
5341	50	7	compliant	compliant	JJ
5341	50	8	reports	report	NNS
5341	50	9	that	that	WDT
5341	50	10	were	be	VBD
5341	50	11	downloaded	download	VBN
5341	50	12	as	as	IN
5341	50	13	Excel	Excel	NNP
5341	50	14	spreadsheets	spreadsheet	NNS
5341	50	15	.	.	.
5341	51	1	Each	each	DT
5341	51	2	spreadsheet	spreadsheet	NN
5341	51	3	,	,	,
5341	51	4	or	or	CC
5341	51	5	dataset	dataset	NNP
5341	51	6	,	,	,
5341	51	7	contained	contain	VBD
5341	51	8	the	the	DT
5341	51	9	list	list	NN
5341	51	10	of	of	IN
5341	51	11	e	e	NNP
5341	51	12	-	-	HYPH
5341	51	13	journal	journal	NNP
5341	51	14	title	title	NN
5341	51	15	and	and	CC
5341	51	16	the	the	DT
5341	51	17	number	number	NN
5341	51	18	of	of	IN
5341	51	19	articles	article	NNS
5341	51	20	downloaded	download	VBN
5341	51	21	for	for	IN
5341	51	22	each	each	DT
5341	51	23	title	title	NN
5341	51	24	per	per	IN
5341	51	25	month	month	NN
5341	51	26	(	(	-LRB-
5341	51	27	see	see	VB
5341	51	28	table	table	NN
5341	51	29	1	1	CD
5341	51	30	)	)	-RRB-
5341	51	31	.	.	.
5341	52	1	Each	each	DT
5341	52	2	dataset	dataset	NN
5341	52	3	was	be	VBD
5341	52	4	then	then	RB
5341	52	5	visually	visually	RB
5341	52	6	inspected	inspect	VBN
5341	52	7	in	in	IN
5341	52	8	its	-PRON-	PRP$
5341	52	9	entirety	entirety	NN
5341	52	10	for	for	IN
5341	52	11	suspected	suspect	VBN
5341	52	12	outliers	outlier	NNS
5341	52	13	.	.	.
5341	53	1	January	January	NNP
5341	53	2	February	February	NNP
5341	53	3	March	March	NNP
5341	53	4	April	April	NNP
5341	53	5	May	May	NNP
5341	53	6	June	June	NNP
5341	53	7	July	July	NNP
5341	53	8	August	August	NNP
5341	53	9	September	September	NNP
5341	53	10	October	October	NNP
5341	53	11	November	November	NNP
5341	53	12	December	December	NNP
5341	53	13	Polymer	Polymer	NNP
5341	53	14	12	12	CD
5341	53	15	15	15	CD
5341	53	16	26	26	CD
5341	53	17	33	33	CD
5341	53	18	38	38	CD
5341	53	19	64	64	CD
5341	53	20	39	39	CD
5341	53	21	5	5	CD
5341	53	22	13	13	CD
5341	53	23	15,123	15,123	CD
5341	53	24	109	109	CD
5341	53	25	44	44	CD
5341	53	26	Surface	Surface	NNP
5341	53	27	and	and	CC
5341	53	28	Coatings	Coatings	NNP
5341	53	29	Technology	Technology	NNP
5341	53	30	3	3	CD
5341	53	31	1	1	CD
5341	53	32	2	2	CD
5341	53	33	1	1	CD
5341	53	34	22	22	CD
5341	53	35	17	17	CD
5341	53	36	17	17	CD
5341	53	37	0	0	CD
5341	53	38	12	12	CD
5341	53	39	3,771	3,771	CD
5341	53	40	5,428	5,428	CD
5341	53	41	601	601	CD
5341	53	42	International	International	NNP
5341	53	43	Journal	Journal	NNP
5341	53	44	of	of	IN
5341	53	45	Radiation	Radiation	NNP
5341	53	46	Oncology	Oncology	NNP
5341	53	47	11	11	CD
5341	53	48	18	18	CD
5341	53	49	35	35	CD
5341	53	50	22	22	CD
5341	53	51	17	17	CD
5341	53	52	6,436	6,436	CD
5341	53	53	176	176	CD
5341	53	54	13	13	CD
5341	53	55	25	25	CD
5341	53	56	29	29	CD
5341	53	57	24	24	CD
5341	53	58	19	19	CD
5341	53	59	Journal	Journal	NNP
5341	53	60	of	of	IN
5341	53	61	Catalysis	Catalysis	NNP
5341	53	62	0	0	CD
5341	53	63	1	1	CD
5341	53	64	5	5	CD
5341	53	65	1	1	CD
5341	53	66	2	2	CD
5341	53	67	2	2	CD
5341	53	68	16	16	CD
5341	53	69	4	4	CD
5341	53	70	0	0	CD
5341	53	71	2	2	CD
5341	53	72	6,693	6,693	CD
5341	53	73	1	1	CD
5341	53	74	Table	table	NN
5341	53	75	1	1	CD
5341	53	76	.	.	.
5341	54	1	Sample	sample	NN
5341	54	2	from	from	IN
5341	54	3	a	a	DT
5341	54	4	2010	2010	CD
5341	54	5	JR1	JR1	NNP
5341	54	6	COUNTER	COUNTER	NNP
5341	54	7	-	-	HYPH
5341	54	8	Compliant	Compliant	NNP
5341	54	9	Report	Report	NNP
5341	54	10	Indicating	indicate	VBG
5341	54	11	the	the	DT
5341	54	12	Number	Number	NNP
5341	54	13	of	of	IN
5341	54	14	Articles	Articles	NNPS
5341	54	15	Downloaded	download	VBN
5341	54	16	per	per	IN
5341	54	17	Journal	Journal	NNP
5341	54	18	Over	over	IN
5341	54	19	a	a	DT
5341	54	20	Twelve	Twelve	NNP
5341	54	21	-	-	HYPH
5341	54	22	Month	Month	NNP
5341	54	23	Period	Period	NNP
5341	54	24	.	.	.
5341	55	1	Suspected	suspect	VBN
5341	55	2	Outliers	Outliers	NNPS
5341	55	3	Are	be	VBP
5341	55	4	Highlighted	highlight	VBN
5341	55	5	in	in	IN
5341	55	6	Bold	Bold	NNP
5341	55	7	.	.	.
5341	56	1	Since	since	IN
5341	56	2	it	-PRON-	PRP
5341	56	3	was	be	VBD
5341	56	4	impractical	impractical	JJ
5341	56	5	to	to	TO
5341	56	6	include	include	VB
5341	56	7	the	the	DT
5341	56	8	entire	entire	JJ
5341	56	9	spreadsheet	spreadsheet	NN
5341	56	10	,	,	,
5341	56	11	table	table	NN
5341	56	12	1	1	CD
5341	56	13	provides	provide	VBZ
5341	56	14	an	an	DT
5341	56	15	excerpt	excerpt	NN
5341	56	16	from	from	IN
5341	56	17	a	a	DT
5341	56	18	2010	2010	CD
5341	56	19	JR1	JR1	NNP
5341	56	20	COUNTER	COUNTER	NNP
5341	56	21	-	-	HYPH
5341	56	22	Compliant	compliant	JJ
5341	56	23	report	report	NN
5341	56	24	containing	contain	VBG
5341	56	25	five	five	CD
5341	56	26	suspected	suspect	VBN
5341	56	27	outliers	outlier	NNS
5341	56	28	that	that	WDT
5341	56	29	have	have	VBP
5341	56	30	been	be	VBN
5341	56	31	marked	mark	VBN
5341	56	32	for	for	IN
5341	56	33	identification	identification	NN
5341	56	34	.	.	.
5341	57	1	The	the	DT
5341	57	2	suspected	suspect	VBN
5341	57	3	outliers	outlier	NNS
5341	57	4	are	be	VBP
5341	57	5	highlighted	highlight	VBN
5341	57	6	in	in	IN
5341	57	7	bold	bold	JJ
5341	57	8	.	.	.
5341	58	1	The	the	DT
5341	58	2	first	first	JJ
5341	58	3	of	of	IN
5341	58	4	these	these	DT
5341	58	5	extreme	extreme	JJ
5341	58	6	values	value	NNS
5341	58	7	belongs	belong	VBZ
5341	58	8	to	to	IN
5341	58	9	the	the	DT
5341	58	10	title	title	NN
5341	58	11	Polymer	Polymer	NNP
5341	58	12	and	and	CC
5341	58	13	was	be	VBD
5341	58	14	recorded	record	VBN
5341	58	15	in	in	IN
5341	58	16	October	October	NNP
5341	58	17	.	.	.
5341	59	1	Compared	compare	VBN
5341	59	2	to	to	IN
5341	59	3	the	the	DT
5341	59	4	other	other	JJ
5341	59	5	values	value	NNS
5341	59	6	for	for	IN
5341	59	7	Polymer	Polymer	NNP
5341	59	8	,	,	,
5341	59	9	it	-PRON-	PRP
5341	59	10	stands	stand	VBZ
5341	59	11	out	out	RP
5341	59	12	dramatically	dramatically	RB
5341	59	13	at	at	IN
5341	59	14	15,123	15,123	CD
5341	59	15	articles	article	NNS
5341	59	16	downloaded	download	VBN
5341	59	17	.	.	.
5341	60	1	The	the	DT
5341	60	2	second	second	JJ
5341	60	3	and	and	CC
5341	60	4	third	third	JJ
5341	60	5	extreme	extreme	JJ
5341	60	6	values	value	NNS
5341	60	7	belong	belong	VBP
5341	60	8	to	to	IN
5341	60	9	Surface	Surface	NNP
5341	60	10	and	and	CC
5341	60	11	Coatings	Coatings	NNP
5341	60	12	Technology	Technology	NNP
5341	60	13	and	and	CC
5341	60	14	are	be	VBP
5341	60	15	recorded	record	VBN
5341	60	16	for	for	IN
5341	60	17	the	the	DT
5341	60	18	months	month	NNS
5341	60	19	of	of	IN
5341	60	20	October	October	NNP
5341	60	21	(	(	-LRB-
5341	60	22	3,771	3,771	CD
5341	60	23	downloads	download	NNS
5341	60	24	)	)	-RRB-
5341	60	25	and	and	CC
5341	60	26	November	November	NNP
5341	60	27	(	(	-LRB-
5341	60	28	5,428	5,428	CD
5341	60	29	downloads	download	NNS
5341	60	30	)	)	-RRB-
5341	60	31	.	.	.
5341	61	1	The	the	DT
5341	61	2	fourth	fourth	JJ
5341	61	3	is	be	VBZ
5341	61	4	the	the	DT
5341	61	5	6,436	6,436	CD
5341	61	6	articles	article	NNS
5341	61	7	downloaded	download	VBN
5341	61	8	in	in	IN
5341	61	9	June	June	NNP
5341	61	10	from	from	IN
5341	61	11	International	International	NNP
5341	61	12	Journal	Journal	NNP
5341	61	13	of	of	IN
5341	61	14	Radiation	Radiation	NNP
5341	61	15	Oncology	Oncology	NNP
5341	61	16	and	and	CC
5341	61	17	the	the	DT
5341	61	18	fifth	fifth	JJ
5341	61	19	from	from	IN
5341	61	20	Journal	Journal	NNP
5341	61	21	of	of	IN
5341	61	22	Catalysis	Catalysis	NNP
5341	61	23	in	in	IN
5341	61	24	November	November	NNP
5341	61	25	(	(	-LRB-
5341	61	26	6,693	6,693	CD
5341	61	27	downloads	download	NNS
5341	61	28	)	)	-RRB-
5341	61	29	.	.	.
5341	62	1	These	these	DT
5341	62	2	five	five	CD
5341	62	3	values	value	NNS
5341	62	4	greatly	greatly	RB
5341	62	5	deviate	deviate	VBP
5341	62	6	from	from	IN
5341	62	7	the	the	DT
5341	62	8	other	other	JJ
5341	62	9	values	value	NNS
5341	62	10	recorded	record	VBD
5341	62	11	THE	the	DT
5341	62	12	IMPORTANCE	importance	NN
5341	62	13	OF	of	IN
5341	62	14	IDENTIFYING	identifying	NN
5341	62	15	AND	and	CC
5341	62	16	ACCOMMODATING	accommodating	NN
5341	62	17	E	e	NN
5341	62	18	-	-	HYPH
5341	62	19	RESOURCES	resources	JJ
5341	62	20	USAGE	usage	NN
5341	62	21	DATA	datum	NNS
5341	62	22	FOR	for	IN
5341	62	23	THE	the	DT
5341	62	24	PRESENCE	presence	NN
5341	62	25	OF	of	IN
5341	62	26	OUTLIERS	outlier	NNS
5341	62	27	|	|	CD
5341	62	28	LAMOTHE	LAMOTHE	NNP
5341	62	29	35	35	CD
5341	62	30	for	for	IN
5341	62	31	each	each	DT
5341	62	32	e	e	NNP
5341	62	33	-	-	HYPH
5341	62	34	journal	journal	NNP
5341	62	35	title	title	NN
5341	62	36	.	.	.
5341	63	1	For	for	IN
5341	63	2	Polymer	Polymer	NNP
5341	63	3	,	,	,
5341	63	4	the	the	DT
5341	63	5	next	next	JJ
5341	63	6	highest	high	JJS
5341	63	7	value	value	NN
5341	63	8	is	be	VBZ
5341	63	9	109	109	CD
5341	63	10	articles	article	NNS
5341	63	11	downloaded	download	VBN
5341	63	12	in	in	IN
5341	63	13	November	November	NNP
5341	63	14	2010	2010	CD
5341	63	15	,	,	,
5341	63	16	making	make	VBG
5341	63	17	the	the	DT
5341	63	18	suspected	suspect	VBN
5341	63	19	outlier	outlier	NN
5341	63	20	almost	almost	RB
5341	63	21	14,000	14,000	CD
5341	63	22	percent	percent	NN
5341	63	23	greater	great	JJR
5341	63	24	.	.	.
5341	64	1	Now	now	RB
5341	64	2	that	that	IN
5341	64	3	the	the	DT
5341	64	4	suspected	suspect	VBN
5341	64	5	outliers	outlier	NNS
5341	64	6	have	have	VBP
5341	64	7	been	be	VBN
5341	64	8	identified	identify	VBN
5341	64	9	,	,	,
5341	64	10	they	-PRON-	PRP
5341	64	11	must	must	MD
5341	64	12	be	be	VB
5341	64	13	compared	compare	VBN
5341	64	14	quantitatively	quantitatively	RB
5341	64	15	to	to	IN
5341	64	16	the	the	DT
5341	64	17	rest	rest	NN
5341	64	18	of	of	IN
5341	64	19	the	the	DT
5341	64	20	values	value	NNS
5341	64	21	recorded	record	VBN
5341	64	22	for	for	IN
5341	64	23	their	-PRON-	PRP$
5341	64	24	corresponding	corresponding	JJ
5341	64	25	titles	title	NNS
5341	64	26	and	and	CC
5341	64	27	only	only	RB
5341	64	28	for	for	IN
5341	64	29	their	-PRON-	PRP$
5341	64	30	corresponding	corresponding	JJ
5341	64	31	titles	title	NNS
5341	64	32	.	.	.
5341	65	1	For	for	IN
5341	65	2	example	example	NN
5341	65	3	,	,	,
5341	65	4	to	to	TO
5341	65	5	test	test	VB
5341	65	6	the	the	DT
5341	65	7	probability	probability	NN
5341	65	8	that	that	IN
5341	65	9	the	the	DT
5341	65	10	value	value	NN
5341	65	11	of	of	IN
5341	65	12	15,123	15,123	CD
5341	65	13	downloads	download	NNS
5341	65	14	recorded	record	VBN
5341	65	15	in	in	IN
5341	65	16	October	October	NNP
5341	65	17	2010	2010	CD
5341	65	18	for	for	IN
5341	65	19	Polymer	Polymer	NNP
5341	65	20	is	be	VBZ
5341	65	21	indeed	indeed	RB
5341	65	22	an	an	DT
5341	65	23	outlier	outlier	NN
5341	65	24	,	,	,
5341	65	25	the	the	DT
5341	65	26	comparison	comparison	NN
5341	65	27	must	must	MD
5341	65	28	include	include	VB
5341	65	29	all	all	DT
5341	65	30	other	other	JJ
5341	65	31	2010	2010	CD
5341	65	32	Polymer	polymer	NN
5341	65	33	monthly	monthly	JJ
5341	65	34	values	value	NNS
5341	65	35	plus	plus	CC
5341	65	36	all	all	DT
5341	65	37	other	other	JJ
5341	65	38	available	available	JJ
5341	65	39	Polymer	polymer	NN
5341	65	40	values	value	NNS
5341	65	41	.	.	.
5341	66	1	This	this	DT
5341	66	2	is	be	VBZ
5341	66	3	achieved	achieve	VBN
5341	66	4	by	by	IN
5341	66	5	copying	copy	VBG
5341	66	6	all	all	DT
5341	66	7	2010	2010	CD
5341	66	8	Polymer	polymer	NN
5341	66	9	monthly	monthly	JJ
5341	66	10	values	value	NNS
5341	66	11	into	into	IN
5341	66	12	a	a	DT
5341	66	13	separate	separate	JJ
5341	66	14	blank	blank	JJ
5341	66	15	spreadsheet	spreadsheet	NN
5341	66	16	and	and	CC
5341	66	17	then	then	RB
5341	66	18	adding	add	VBG
5341	66	19	all	all	DT
5341	66	20	other	other	JJ
5341	66	21	Polymer	Polymer	NNP
5341	66	22	monthly	monthly	JJ
5341	66	23	values	value	NNS
5341	66	24	from	from	IN
5341	66	25	all	all	DT
5341	66	26	other	other	JJ
5341	66	27	available	available	JJ
5341	66	28	years	year	NNS
5341	66	29	to	to	IN
5341	66	30	that	that	DT
5341	66	31	same	same	JJ
5341	66	32	spreadsheet	spreadsheet	NN
5341	66	33	(	(	-LRB-
5341	66	34	see	see	VB
5341	66	35	table	table	NN
5341	66	36	2	2	CD
5341	66	37	)	)	-RRB-
5341	66	38	.	.	.
5341	67	1	This	this	DT
5341	67	2	new	new	JJ
5341	67	3	spreadsheet	spreadsheet	NN
5341	67	4	can	can	MD
5341	67	5	be	be	VB
5341	67	6	labeled	label	VBN
5341	67	7	Dataset	Dataset	NNP
5341	67	8	2	2	CD
5341	67	9	,	,	,
5341	67	10	with	with	IN
5341	67	11	Dataset	Dataset	NNP
5341	67	12	1	1	CD
5341	67	13	being	be	VBG
5341	67	14	the	the	DT
5341	67	15	original	original	JJ
5341	67	16	JR1	JR1	NNP
5341	67	17	report	report	NN
5341	67	18	downloaded	download	VBN
5341	67	19	from	from	IN
5341	67	20	the	the	DT
5341	67	21	vendor	vendor	NN
5341	67	22	.	.	.
5341	68	1	Suspected	suspect	VBN
5341	68	2	usage	usage	NN
5341	68	3	outliers	outlier	NNS
5341	68	4	from	from	IN
5341	68	5	an	an	DT
5341	68	6	e	e	NNP
5341	68	7	-	-	NN
5341	68	8	journal	journal	NN
5341	68	9	need	need	VBP
5341	68	10	to	to	TO
5341	68	11	be	be	VB
5341	68	12	compared	compare	VBN
5341	68	13	to	to	IN
5341	68	14	other	other	JJ
5341	68	15	usage	usage	NN
5341	68	16	values	value	NNS
5341	68	17	of	of	IN
5341	68	18	that	that	DT
5341	68	19	particular	particular	JJ
5341	68	20	title	title	NN
5341	68	21	because	because	IN
5341	68	22	each	each	DT
5341	68	23	e	e	NNP
5341	68	24	-	-	NN
5341	68	25	journal	journal	NN
5341	68	26	tends	tend	VBZ
5341	68	27	to	to	TO
5341	68	28	be	be	VB
5341	68	29	used	use	VBN
5341	68	30	differently	differently	RB
5341	68	31	.	.	.
5341	69	1	It	-PRON-	PRP
5341	69	2	would	would	MD
5341	69	3	be	be	VB
5341	69	4	inaccurate	inaccurate	JJ
5341	69	5	to	to	TO
5341	69	6	test	test	VB
5341	69	7	for	for	IN
5341	69	8	an	an	DT
5341	69	9	outlier	outlier	NN
5341	69	10	by	by	IN
5341	69	11	comparing	compare	VBG
5341	69	12	it	-PRON-	PRP
5341	69	13	to	to	IN
5341	69	14	the	the	DT
5341	69	15	values	value	NNS
5341	69	16	of	of	IN
5341	69	17	all	all	DT
5341	69	18	other	other	JJ
5341	69	19	e	e	NNS
5341	69	20	-	-	NNS
5341	69	21	journals	journal	NNS
5341	69	22	included	include	VBN
5341	69	23	in	in	IN
5341	69	24	a	a	DT
5341	69	25	collection	collection	NN
5341	69	26	and	and	CC
5341	69	27	would	would	MD
5341	69	28	be	be	VB
5341	69	29	like	like	IN
5341	69	30	comparing	compare	VBG
5341	69	31	apples	apple	NNS
5341	69	32	to	to	IN
5341	69	33	oranges	orange	NNS
5341	69	34	.	.	.
5341	70	1	January	January	NNP
5341	70	2	February	February	NNP
5341	70	3	March	March	NNP
5341	70	4	April	April	NNP
5341	70	5	May	May	NNP
5341	70	6	June	June	NNP
5341	70	7	July	July	NNP
5341	70	8	August	August	NNP
5341	70	9	September	September	NNP
5341	70	10	October	October	NNP
5341	70	11	November	November	NNP
5341	70	12	December	December	NNP
5341	70	13	Polymer	Polymer	NNP
5341	70	14	2009	2009	CD
5341	70	15	27	27	CD
5341	70	16	14	14	CD
5341	70	17	35	35	CD
5341	70	18	22	22	CD
5341	70	19	15	15	CD
5341	70	20	28	28	CD
5341	70	21	24	24	CD
5341	70	22	19	19	CD
5341	70	23	11	11	CD
5341	70	24	8	8	CD
5341	70	25	13	13	CD
5341	70	26	7	7	CD
5341	70	27	Polymer	polymer	NN
5341	70	28	2010	2010	CD
5341	70	29	12	12	CD
5341	70	30	15	15	CD
5341	70	31	26	26	CD
5341	70	32	33	33	CD
5341	70	33	38	38	CD
5341	70	34	64	64	CD
5341	70	35	39	39	CD
5341	70	36	5	5	CD
5341	70	37	13	13	CD
5341	70	38	15,123	15,123	CD
5341	70	39	109	109	CD
5341	70	40	44	44	CD
5341	70	41	Polymer	polymer	NN
5341	70	42	2011	2011	CD
5341	70	43	113	113	CD
5341	70	44	159	159	CD
5341	70	45	638	638	CD
5341	70	46	345	345	CD
5341	70	47	52	52	CD
5341	70	48	57	57	CD
5341	70	49	94	94	CD
5341	70	50	70	70	CD
5341	70	51	39	39	CD
5341	70	52	36	36	CD
5341	70	53	221	221	CD
5341	70	54	65	65	CD
5341	70	55	Polymer	polymer	NN
5341	70	56	2012	2012	CD
5341	70	57	130	130	CD
5341	70	58	4	4	CD
5341	70	59	98	98	CD
5341	70	60	24	24	CD
5341	70	61	27	27	CD
5341	70	62	18	18	CD
5341	70	63	13	13	CD
5341	70	64	16	16	CD
5341	70	65	18	18	CD
5341	70	66	25	25	CD
5341	70	67	9	9	CD
5341	70	68	5	5	CD
5341	70	69	Table	table	NN
5341	70	70	2	2	CD
5341	70	71	.	.	.
5341	71	1	Combining	combine	VBG
5341	71	2	Polymer	polymer	NN
5341	71	3	’s	’s	POS
5341	71	4	Usage	Usage	NNP
5341	71	5	Values	value	NNS
5341	71	6	from	from	IN
5341	71	7	all	all	DT
5341	71	8	Available	available	JJ
5341	71	9	JR1	JR1	NNP
5341	71	10	COUNTER	COUNTER	NNP
5341	71	11	-	-	HYPH
5341	71	12	Compliant	Compliant	NNP
5341	71	13	Reports	Reports	NNPS
5341	71	14	.	.	.
5341	72	1	The	the	DT
5341	72	2	Suspected	Suspected	NNP
5341	72	3	Outlier	Outlier	NNP
5341	72	4	is	be	VBZ
5341	72	5	Highlighted	highlight	VBN
5341	72	6	in	in	IN
5341	72	7	Bold	Bold	NNP
5341	72	8	.	.	.
5341	73	1	Table	table	NN
5341	73	2	2	2	CD
5341	73	3	provides	provide	VBZ
5341	73	4	the	the	DT
5341	73	5	number	number	NN
5341	73	6	of	of	IN
5341	73	7	articles	article	NNS
5341	73	8	downloaded	download	VBN
5341	73	9	for	for	IN
5341	73	10	the	the	DT
5341	73	11	title	title	NN
5341	73	12	Polymer	Polymer	NNP
5341	73	13	over	over	IN
5341	73	14	a	a	DT
5341	73	15	four	four	CD
5341	73	16	-	-	HYPH
5341	73	17	year	year	NN
5341	73	18	period	period	NN
5341	73	19	.	.	.
5341	74	1	These	these	DT
5341	74	2	were	be	VBD
5341	74	3	the	the	DT
5341	74	4	only	only	JJ
5341	74	5	JR1	JR1	NNP
5341	74	6	reports	report	VBZ
5341	74	7	available	available	JJ
5341	74	8	from	from	IN
5341	74	9	the	the	DT
5341	74	10	vendor	vendor	NN
5341	74	11	.	.	.
5341	75	1	The	the	DT
5341	75	2	suspected	suspected	JJ
5341	75	3	outlier	outlier	NN
5341	75	4	is	be	VBZ
5341	75	5	highlighted	highlight	VBN
5341	75	6	in	in	IN
5341	75	7	bold	bold	JJ
5341	75	8	.	.	.
5341	76	1	When	when	WRB
5341	76	2	visually	visually	RB
5341	76	3	comparing	compare	VBG
5341	76	4	the	the	DT
5341	76	5	suspected	suspect	VBN
5341	76	6	outlier	outlier	NN
5341	76	7	of	of	IN
5341	76	8	15,123	15,123	CD
5341	76	9	downloads	download	NNS
5341	76	10	to	to	IN
5341	76	11	the	the	DT
5341	76	12	rest	rest	NN
5341	76	13	of	of	IN
5341	76	14	the	the	DT
5341	76	15	values	value	NNS
5341	76	16	in	in	IN
5341	76	17	Dataset	Dataset	NNP
5341	76	18	2	2	CD
5341	76	19	,	,	,
5341	76	20	it	-PRON-	PRP
5341	76	21	again	again	RB
5341	76	22	appears	appear	VBZ
5341	76	23	to	to	TO
5341	76	24	be	be	VB
5341	76	25	an	an	DT
5341	76	26	extreme	extreme	NN
5341	76	27	.	.	.
5341	77	1	The	the	DT
5341	77	2	next	next	JJ
5341	77	3	highest	high	JJS
5341	77	4	value	value	NN
5341	77	5	being	be	VBG
5341	77	6	638	638	CD
5341	77	7	articles	article	NNS
5341	77	8	downloaded	download	VBN
5341	77	9	during	during	IN
5341	77	10	March	March	NNP
5341	77	11	2011	2011	CD
5341	77	12	,	,	,
5341	77	13	making	make	VBG
5341	77	14	the	the	DT
5341	77	15	suspected	suspect	VBN
5341	77	16	outlier	outlier	NNP
5341	77	17	2,200	2,200	CD
5341	77	18	percent	percent	NN
5341	77	19	greater	great	JJR
5341	77	20	than	than	IN
5341	77	21	the	the	DT
5341	77	22	next	next	JJ
5341	77	23	highest	high	JJS
5341	77	24	value	value	NN
5341	77	25	in	in	IN
5341	77	26	the	the	DT
5341	77	27	dataset	dataset	NN
5341	77	28	.	.	.
5341	78	1	All	all	DT
5341	78	2	further	further	JJ
5341	78	3	outlier	outlier	NN
5341	78	4	testing	testing	NN
5341	78	5	and	and	CC
5341	78	6	accommodating	accommodating	NN
5341	78	7	will	will	MD
5341	78	8	be	be	VB
5341	78	9	performed	perform	VBN
5341	78	10	on	on	IN
5341	78	11	this	this	DT
5341	78	12	table	table	NN
5341	78	13	.	.	.
5341	79	1	The	the	DT
5341	79	2	Dixon	Dixon	NNP
5341	79	3	Q	Q	NNP
5341	79	4	Test	Test	NNP
5341	79	5	was	be	VBD
5341	79	6	chosen	choose	VBN
5341	79	7	to	to	TO
5341	79	8	test	test	VB
5341	79	9	for	for	IN
5341	79	10	outliers	outlier	NNS
5341	79	11	.	.	.
5341	80	1	It	-PRON-	PRP
5341	80	2	is	be	VBZ
5341	80	3	simple	simple	JJ
5341	80	4	to	to	TO
5341	80	5	use	use	VB
5341	80	6	and	and	CC
5341	80	7	designed	design	VBN
5341	80	8	to	to	TO
5341	80	9	test	test	VB
5341	80	10	for	for	IN
5341	80	11	a	a	DT
5341	80	12	small	small	JJ
5341	80	13	number	number	NN
5341	80	14	of	of	IN
5341	80	15	outliers	outlier	NNS
5341	80	16	in	in	IN
5341	80	17	a	a	DT
5341	80	18	dataset.29	dataset.29	NNP
5341	80	19	The	the	DT
5341	80	20	Q	Q	NNP
5341	80	21	value	value	NN
5341	80	22	is	be	VBZ
5341	80	23	calculated	calculate	VBN
5341	80	24	by	by	IN
5341	80	25	measuring	measure	VBG
5341	80	26	the	the	DT
5341	80	27	difference	difference	NN
5341	80	28	in	in	IN
5341	80	29	the	the	DT
5341	80	30	gap	gap	NN
5341	80	31	between	between	IN
5341	80	32	the	the	DT
5341	80	33	suspected	suspect	VBN
5341	80	34	outlier	outlier	NN
5341	80	35	and	and	CC
5341	80	36	the	the	DT
5341	80	37	next	next	JJ
5341	80	38	value	value	NN
5341	80	39	over	over	IN
5341	80	40	the	the	DT
5341	80	41	range	range	NN
5341	80	42	of	of	IN
5341	80	43	values	value	NNS
5341	80	44	in	in	IN
5341	80	45	the	the	DT
5341	80	46	dataset	dataset	NN
5341	80	47	(	(	-LRB-
5341	80	48	e.g.	e.g.	RB
5341	80	49	,	,	,
5341	80	50	outlier	outlier	NN
5341	80	51	—	—	:
5341	80	52	next	next	JJ
5341	80	53	value	value	NN
5341	80	54	/	/	SYM
5341	80	55	largest	large	JJS
5341	80	56	—	—	:
5341	80	57	smallest	small	JJS
5341	80	58	)	)	-RRB-
5341	80	59	.	.	.
5341	81	1	The	the	DT
5341	81	2	gap	gap	NN
5341	81	3	is	be	VBZ
5341	81	4	the	the	DT
5341	81	5	absolute	absolute	JJ
5341	81	6	difference	difference	NN
5341	81	7	between	between	IN
5341	81	8	the	the	DT
5341	81	9	outlier	outlier	NN
5341	81	10	and	and	CC
5341	81	11	the	the	DT
5341	81	12	closest	close	JJS
5341	81	13	number	number	NN
5341	81	14	to	to	IN
5341	81	15	it	-PRON-	PRP
5341	81	16	.	.	.
5341	82	1	To	to	TO
5341	82	2	facilitate	facilitate	VB
5341	82	3	the	the	DT
5341	82	4	calculation	calculation	NN
5341	82	5	,	,	,
5341	82	6	the	the	DT
5341	82	7	data	datum	NNS
5341	82	8	should	should	MD
5341	82	9	be	be	VB
5341	82	10	arranged	arrange	VBN
5341	82	11	in	in	IN
5341	82	12	order	order	NN
5341	82	13	of	of	IN
5341	82	14	increasing	increase	VBG
5341	82	15	value	value	NN
5341	82	16	with	with	IN
5341	82	17	the	the	DT
5341	82	18	smallest	small	JJS
5341	82	19	value	value	NN
5341	82	20	at	at	IN
5341	82	21	the	the	DT
5341	82	22	front	front	NN
5341	82	23	of	of	IN
5341	82	24	the	the	DT
5341	82	25	sequence	sequence	NN
5341	82	26	and	and	CC
5341	82	27	the	the	DT
5341	82	28	largest	large	JJS
5341	82	29	value	value	NN
5341	82	30	at	at	IN
5341	82	31	the	the	DT
5341	82	32	end	end	NN
5341	82	33	of	of	IN
5341	82	34	the	the	DT
5341	82	35	sequence	sequence	NN
5341	82	36	.	.	.
5341	83	1	For	for	IN
5341	83	2	example	example	NN
5341	83	3	,	,	,
5341	83	4	using	use	VBG
5341	83	5	the	the	DT
5341	83	6	data	datum	NNS
5341	83	7	in	in	IN
5341	83	8	table	table	NN
5341	83	9	2	2	CD
5341	83	10	each	each	DT
5341	83	11	value	value	NN
5341	83	12	is	be	VBZ
5341	83	13	be	be	VB
5341	83	14	arranged	arrange	VBN
5341	83	15	beginning	begin	VBG
5341	83	16	with	with	IN
5341	83	17	4	4	CD
5341	83	18	,	,	,
5341	83	19	5	5	CD
5341	83	20	,	,	,
5341	83	21	5	5	CD
5341	83	22	,	,	,
5341	83	23	7	7	CD
5341	83	24	,	,	,
5341	83	25	.	.	.
5341	84	1	.	.	.
5341	85	1	.	.	.
5341	86	1	,	,	,
5341	86	2	345	345	CD
5341	86	3	,	,	,
5341	86	4	638	638	CD
5341	86	5	,	,	,
5341	86	6	INFORMATION	INFORMATION	NNP
5341	86	7	TECHNOLOGY	technology	NN
5341	86	8	AND	and	CC
5341	86	9	LIBRARIES	LIBRARIES	NNP
5341	86	10	|	|	NNP
5341	86	11	JUNE	JUNE	NNP
5341	86	12	2014	2014	CD
5341	86	13	36	36	CD
5341	86	14	and	and	CC
5341	86	15	finally	finally	RB
5341	86	16	ending	end	VBG
5341	86	17	with	with	IN
5341	86	18	15,123	15,123	CD
5341	86	19	.	.	.
5341	87	1	The	the	DT
5341	87	2	calculation	calculation	NN
5341	87	3	would	would	MD
5341	87	4	thus	thus	RB
5341	87	5	be	be	VB
5341	87	6	(	(	-LRB-
5341	87	7	15,123−638	15,123−638	CD
5341	87	8	)	)	-RRB-
5341	87	9	/	/	NFP
5341	87	10	(	(	-LRB-
5341	87	11	15,123−4	15,123−4	CD
5341	87	12	)	)	-RRB-
5341	87	13	=	=	NFP
5341	87	14	0.9581	0.9581	CD
5341	87	15	.	.	.
5341	88	1	The	the	DT
5341	88	2	calculated	calculated	JJ
5341	88	3	Q	Q	NNP
5341	88	4	value	value	NN
5341	88	5	will	will	MD
5341	88	6	also	also	RB
5341	88	7	be	be	VB
5341	88	8	represented	represent	VBN
5341	88	9	by	by	IN
5341	88	10	the	the	DT
5341	88	11	symbol	symbol	NN
5341	88	12	of	of	IN
5341	88	13	Qvalue	Qvalue	NNP
5341	88	14	from	from	IN
5341	88	15	this	this	DT
5341	88	16	point	point	NN
5341	88	17	onward	onward	RB
5341	88	18	,	,	,
5341	88	19	making	make	VBG
5341	88	20	Qvalue	Qvalue	NNP
5341	88	21	=	=	NFP
5341	88	22	0.9581	0.9581	CD
5341	88	23	.	.	.
5341	89	1	The	the	DT
5341	89	2	next	next	JJ
5341	89	3	step	step	NN
5341	89	4	is	be	VBZ
5341	89	5	to	to	TO
5341	89	6	compare	compare	VB
5341	89	7	the	the	DT
5341	89	8	calculated	calculated	JJ
5341	89	9	Qvalue	Qvalue	NNP
5341	89	10	to	to	IN
5341	89	11	the	the	DT
5341	89	12	critical	critical	JJ
5341	89	13	values	value	NNS
5341	89	14	for	for	IN
5341	89	15	Q	q	NN
5341	89	16	determined	determine	VBN
5341	89	17	by	by	IN
5341	89	18	Verma	Verma	NNP
5341	89	19	and	and	CC
5341	89	20	Quiroz	Quiroz	NNP
5341	89	21	-	-	HYPH
5341	89	22	Ruiz.30	Ruiz.30	NNP
5341	89	23	Critical	critical	JJ
5341	89	24	values	value	NNS
5341	89	25	correspond	correspond	VBP
5341	89	26	to	to	IN
5341	89	27	a	a	DT
5341	89	28	particular	particular	JJ
5341	89	29	significance	significance	NN
5341	89	30	level	level	NN
5341	89	31	and	and	CC
5341	89	32	represent	represent	VB
5341	89	33	cut-	cut-	NNS
5341	89	34	off	off	RP
5341	89	35	values	value	NNS
5341	89	36	that	that	WDT
5341	89	37	lead	lead	VBP
5341	89	38	to	to	IN
5341	89	39	the	the	DT
5341	89	40	acceptance	acceptance	NN
5341	89	41	or	or	CC
5341	89	42	rejection	rejection	NN
5341	89	43	of	of	IN
5341	89	44	a	a	DT
5341	89	45	null	null	NN
5341	89	46	hypothesis.31	hypothesis.31	NNP
5341	89	47	The	the	DT
5341	89	48	null	null	NN
5341	89	49	hypothesis	hypothesis	NN
5341	89	50	refers	refer	VBZ
5341	89	51	to	to	IN
5341	89	52	the	the	DT
5341	89	53	position	position	NN
5341	89	54	in	in	IN
5341	89	55	which	which	WDT
5341	89	56	there	there	EX
5341	89	57	is	be	VBZ
5341	89	58	no	no	DT
5341	89	59	statistically	statistically	RB
5341	89	60	significant	significant	JJ
5341	89	61	relationship	relationship	NN
5341	89	62	between	between	IN
5341	89	63	two	two	CD
5341	89	64	variables.32	variables.32	NNP
5341	89	65	The	the	DT
5341	89	66	alternate	alternate	JJ
5341	89	67	hypothesis	hypothesis	NN
5341	89	68	would	would	MD
5341	89	69	thus	thus	RB
5341	89	70	be	be	VB
5341	89	71	the	the	DT
5341	89	72	existence	existence	NN
5341	89	73	of	of	IN
5341	89	74	a	a	DT
5341	89	75	relationship	relationship	NN
5341	89	76	between	between	IN
5341	89	77	two	two	CD
5341	89	78	variables.33	variables.33	NNP
5341	89	79	If	if	IN
5341	89	80	the	the	DT
5341	89	81	calculated	calculate	VBN
5341	89	82	value	value	NN
5341	89	83	is	be	VBZ
5341	89	84	less	less	JJR
5341	89	85	than	than	IN
5341	89	86	the	the	DT
5341	89	87	critical	critical	JJ
5341	89	88	value	value	NN
5341	89	89	,	,	,
5341	89	90	the	the	DT
5341	89	91	null	null	NN
5341	89	92	hypothesis	hypothesis	NN
5341	89	93	is	be	VBZ
5341	89	94	accepted.34	accepted.34	NNP
5341	89	95	On	on	IN
5341	89	96	the	the	DT
5341	89	97	other	other	JJ
5341	89	98	hand	hand	NN
5341	89	99	,	,	,
5341	89	100	if	if	IN
5341	89	101	the	the	DT
5341	89	102	calculated	calculate	VBN
5341	89	103	value	value	NN
5341	89	104	is	be	VBZ
5341	89	105	greater	great	JJR
5341	89	106	than	than	IN
5341	89	107	the	the	DT
5341	89	108	critical	critical	JJ
5341	89	109	value	value	NN
5341	89	110	,	,	,
5341	89	111	the	the	DT
5341	89	112	null	null	NN
5341	89	113	hypothesis	hypothesis	NN
5341	89	114	is	be	VBZ
5341	89	115	rejected.35	rejected.35	NNP
5341	89	116	If	if	IN
5341	89	117	the	the	DT
5341	89	118	null	null	NN
5341	89	119	hypothesis	hypothesis	NN
5341	89	120	is	be	VBZ
5341	89	121	rejected	reject	VBN
5341	89	122	,	,	,
5341	89	123	then	then	RB
5341	89	124	the	the	DT
5341	89	125	alternate	alternate	JJ
5341	89	126	hypothesis	hypothesis	NN
5341	89	127	must	must	MD
5341	89	128	be	be	VB
5341	89	129	accepted	accept	VBN
5341	89	130	.	.	.
5341	90	1	Here	here	RB
5341	90	2	,	,	,
5341	90	3	the	the	DT
5341	90	4	null	null	NN
5341	90	5	hypothesis	hypothesis	NN
5341	90	6	can	can	MD
5341	90	7	be	be	VB
5341	90	8	stated	state	VBN
5341	90	9	as	as	IN
5341	90	10	“	"	``
5341	90	11	the	the	DT
5341	90	12	suspected	suspect	VBN
5341	90	13	outlier	outlier	NN
5341	90	14	is	be	VBZ
5341	90	15	not	not	RB
5341	90	16	an	an	DT
5341	90	17	outlier	outlier	NN
5341	90	18	.	.	.
5341	90	19	”	"	''
5341	90	20	The	the	DT
5341	90	21	alternate	alternate	JJ
5341	90	22	hypothesis	hypothesis	NN
5341	90	23	can	can	MD
5341	90	24	then	then	RB
5341	90	25	be	be	VB
5341	90	26	stated	state	VBN
5341	90	27	as	as	IN
5341	90	28	“	"	``
5341	90	29	the	the	DT
5341	90	30	suspected	suspect	VBN
5341	90	31	outlier	outlier	NN
5341	90	32	is	be	VBZ
5341	90	33	an	an	DT
5341	90	34	outlier	outlier	NN
5341	90	35	.	.	.
5341	90	36	”	"	''
5341	90	37	Therefore	therefore	RB
5341	90	38	if	if	IN
5341	90	39	the	the	DT
5341	90	40	null	null	NN
5341	90	41	hypothesis	hypothesis	NN
5341	90	42	is	be	VBZ
5341	90	43	rejected	reject	VBN
5341	90	44	.	.	.
5341	91	1	then	then	RB
5341	91	2	the	the	DT
5341	91	3	suspected	suspect	VBN
5341	91	4	outlier	outlier	NN
5341	91	5	is	be	VBZ
5341	91	6	to	to	TO
5341	91	7	be	be	VB
5341	91	8	considered	consider	VBN
5341	91	9	,	,	,
5341	91	10	in	in	IN
5341	91	11	fact	fact	NN
5341	91	12	,	,	,
5341	91	13	to	to	TO
5341	91	14	be	be	VB
5341	91	15	an	an	DT
5341	91	16	outlier	outlier	NN
5341	91	17	.	.	.
5341	92	1	Verma	Verma	NNP
5341	92	2	and	and	CC
5341	92	3	Quiroz	Quiroz	NNP
5341	92	4	-	-	HYPH
5341	92	5	Ruiz	Ruiz	NNP
5341	92	6	have	have	VBP
5341	92	7	calculated	calculate	VBN
5341	92	8	the	the	DT
5341	92	9	critical	critical	JJ
5341	92	10	value	value	NN
5341	92	11	for	for	IN
5341	92	12	Q	q	NN
5341	92	13	for	for	IN
5341	92	14	a	a	DT
5341	92	15	sample	sample	NN
5341	92	16	size	size	NN
5341	92	17	of	of	IN
5341	92	18	48	48	CD
5341	92	19	and	and	CC
5341	92	20	at	at	IN
5341	92	21	a	a	DT
5341	92	22	95	95	CD
5341	92	23	percent	percent	NN
5341	92	24	confidence	confidence	NN
5341	92	25	level	level	NN
5341	92	26	to	to	TO
5341	92	27	be	be	VB
5341	92	28	Qcritical	qcritical	JJ
5341	92	29	=	=	SYM
5341	92	30	0.2241.36	0.2241.36	NFP
5341	92	31	Although	although	IN
5341	92	32	operating	operate	VBG
5341	92	33	at	at	IN
5341	92	34	a	a	DT
5341	92	35	99	99	CD
5341	92	36	percent	percent	NN
5341	92	37	confidence	confidence	NN
5341	92	38	level	level	NN
5341	92	39	is	be	VBZ
5341	92	40	a	a	DT
5341	92	41	more	more	RBR
5341	92	42	conservative	conservative	JJ
5341	92	43	approach	approach	NN
5341	92	44	,	,	,
5341	92	45	it	-PRON-	PRP
5341	92	46	increases	increase	VBZ
5341	92	47	the	the	DT
5341	92	48	likelihood	likelihood	NN
5341	92	49	of	of	IN
5341	92	50	retaining	retain	VBG
5341	92	51	a	a	DT
5341	92	52	value	value	NN
5341	92	53	that	that	WDT
5341	92	54	contains	contain	VBZ
5341	92	55	an	an	DT
5341	92	56	error.37	error.37	NNP
5341	92	57	Operating	operate	VBG
5341	92	58	at	at	IN
5341	92	59	a	a	DT
5341	92	60	95	95	CD
5341	92	61	percent	percent	NN
5341	92	62	confidence	confidence	NN
5341	92	63	level	level	NN
5341	92	64	provides	provide	VBZ
5341	92	65	a	a	DT
5341	92	66	reasonable	reasonable	JJ
5341	92	67	compromise.38	compromise.38	NNP
5341	92	68	If	if	IN
5341	92	69	the	the	DT
5341	92	70	calculated	calculate	VBN
5341	92	71	value	value	NN
5341	92	72	is	be	VBZ
5341	92	73	greater	great	JJR
5341	92	74	than	than	IN
5341	92	75	the	the	DT
5341	92	76	critical	critical	JJ
5341	92	77	value	value	NN
5341	92	78	,	,	,
5341	92	79	then	then	RB
5341	92	80	the	the	DT
5341	92	81	suspected	suspect	VBN
5341	92	82	outlier	outlier	NN
5341	92	83	is	be	VBZ
5341	92	84	confirmed	confirm	VBN
5341	92	85	to	to	TO
5341	92	86	be	be	VB
5341	92	87	an	an	DT
5341	92	88	outlier	outlier	NN
5341	92	89	.	.	.
5341	93	1	Therefore	therefore	RB
5341	93	2	,	,	,
5341	93	3	testing	test	VBG
5341	93	4	for	for	IN
5341	93	5	the	the	DT
5341	93	6	suspected	suspect	VBN
5341	93	7	outlier	outlier	NN
5341	93	8	of	of	IN
5341	93	9	15,124	15,124	CD
5341	93	10	,	,	,
5341	93	11	the	the	DT
5341	93	12	Q	Q	NNP
5341	93	13	value	value	NN
5341	93	14	was	be	VBD
5341	93	15	calculated	calculate	VBN
5341	93	16	to	to	TO
5341	93	17	be	be	VB
5341	93	18	Qvalue	Qvalue	NNP
5341	93	19	=	=	SYM
5341	93	20	0.9581	0.9581	CD
5341	93	21	.	.	.
5341	94	1	With	with	IN
5341	94	2	Q0.9581	q0.9581	NN
5341	94	3	>	>	XX
5341	94	4	Q0.2241	q0.2241	XX
5341	94	5	,	,	,
5341	94	6	the	the	DT
5341	94	7	null	null	NN
5341	94	8	hypothesis	hypothesis	NN
5341	94	9	is	be	VBZ
5341	94	10	rejected	reject	VBN
5341	94	11	and	and	CC
5341	94	12	it	-PRON-	PRP
5341	94	13	must	must	MD
5341	94	14	be	be	VB
5341	94	15	accepted	accept	VBN
5341	94	16	that	that	IN
5341	94	17	15,123	15,123	CD
5341	94	18	is	be	VBZ
5341	94	19	an	an	DT
5341	94	20	outlier	outlier	NN
5341	94	21	.	.	.
5341	95	1	Once	once	IN
5341	95	2	it	-PRON-	PRP
5341	95	3	is	be	VBZ
5341	95	4	determined	determine	VBN
5341	95	5	with	with	IN
5341	95	6	statistical	statistical	JJ
5341	95	7	certainty	certainty	NN
5341	95	8	that	that	IN
5341	95	9	the	the	DT
5341	95	10	suspected	suspect	VBN
5341	95	11	outlier	outlier	NN
5341	95	12	is	be	VBZ
5341	95	13	indeed	indeed	RB
5341	95	14	an	an	DT
5341	95	15	outlier	outlier	NN
5341	95	16	,	,	,
5341	95	17	it	-PRON-	PRP
5341	95	18	needs	need	VBZ
5341	95	19	to	to	TO
5341	95	20	be	be	VB
5341	95	21	replaced	replace	VBN
5341	95	22	with	with	IN
5341	95	23	the	the	DT
5341	95	24	median	median	NN
5341	95	25	calculated	calculate	VBN
5341	95	26	from	from	IN
5341	95	27	all	all	DT
5341	95	28	values	value	NNS
5341	95	29	found	find	VBN
5341	95	30	in	in	IN
5341	95	31	Dataset	Dataset	NNP
5341	95	32	2	2	CD
5341	95	33	.	.	.
5341	96	1	For	for	IN
5341	96	2	the	the	DT
5341	96	3	case	case	NN
5341	96	4	of	of	IN
5341	96	5	Polymer	Polymer	NNP
5341	96	6	,	,	,
5341	96	7	the	the	DT
5341	96	8	median	median	NN
5341	96	9	was	be	VBD
5341	96	10	calculated	calculate	VBN
5341	96	11	to	to	TO
5341	96	12	be	be	VB
5341	96	13	27	27	CD
5341	96	14	from	from	IN
5341	96	15	all	all	DT
5341	96	16	values	value	NNS
5341	96	17	in	in	IN
5341	96	18	table	table	NN
5341	96	19	2	2	CD
5341	96	20	.	.	.
5341	97	1	Replacing	replace	VBG
5341	97	2	an	an	DT
5341	97	3	outlier	outlier	NN
5341	97	4	with	with	IN
5341	97	5	the	the	DT
5341	97	6	median	median	NN
5341	97	7	to	to	TO
5341	97	8	accommodate	accommodate	VB
5341	97	9	the	the	DT
5341	97	10	data	datum	NNS
5341	97	11	has	have	VBZ
5341	97	12	been	be	VBN
5341	97	13	proven	prove	VBN
5341	97	14	to	to	TO
5341	97	15	be	be	VB
5341	97	16	quite	quite	RB
5341	97	17	effective	effective	JJ
5341	97	18	in	in	IN
5341	97	19	dealing	deal	VBG
5341	97	20	with	with	IN
5341	97	21	outliers	outlier	NNS
5341	97	22	by	by	IN
5341	97	23	introducing	introduce	VBG
5341	97	24	less	less	JJR
5341	97	25	distortion	distortion	NN
5341	97	26	to	to	IN
5341	97	27	that	that	DT
5341	97	28	dataset.39	dataset.39	NNP
5341	97	29	Extreme	Extreme	NNP
5341	97	30	values	value	NNS
5341	97	31	are	be	VBP
5341	97	32	therefore	therefore	RB
5341	97	33	replaced	replace	VBN
5341	97	34	with	with	IN
5341	97	35	values	value	NNS
5341	97	36	more	more	RBR
5341	97	37	consistent	consistent	JJ
5341	97	38	with	with	IN
5341	97	39	the	the	DT
5341	97	40	rest	rest	NN
5341	97	41	of	of	IN
5341	97	42	the	the	DT
5341	97	43	data.40	data.40	NNP
5341	97	44	January	January	NNP
5341	97	45	February	February	NNP
5341	97	46	March	March	NNP
5341	97	47	April	April	NNP
5341	97	48	May	May	NNP
5341	97	49	June	June	NNP
5341	97	50	July	July	NNP
5341	97	51	August	August	NNP
5341	97	52	September	September	NNP
5341	97	53	October	October	NNP
5341	97	54	November	November	NNP
5341	97	55	December	December	NNP
5341	97	56	Polymer	Polymer	NNP
5341	97	57	2009	2009	CD
5341	97	58	27	27	CD
5341	97	59	14	14	CD
5341	97	60	35	35	CD
5341	97	61	22	22	CD
5341	97	62	15	15	CD
5341	97	63	28	28	CD
5341	97	64	24	24	CD
5341	97	65	19	19	CD
5341	97	66	11	11	CD
5341	97	67	8	8	CD
5341	97	68	13	13	CD
5341	97	69	7	7	CD
5341	97	70	Polymer	polymer	NN
5341	97	71	2010	2010	CD
5341	97	72	12	12	CD
5341	97	73	15	15	CD
5341	97	74	26	26	CD
5341	97	75	33	33	CD
5341	97	76	38	38	CD
5341	97	77	64	64	CD
5341	97	78	39	39	CD
5341	97	79	5	5	CD
5341	97	80	13	13	CD
5341	97	81	27	27	CD
5341	97	82	109	109	CD
5341	97	83	44	44	CD
5341	97	84	Polymer	polymer	NN
5341	97	85	2011	2011	CD
5341	97	86	113	113	CD
5341	97	87	159	159	CD
5341	97	88	638	638	CD
5341	97	89	345	345	CD
5341	97	90	52	52	CD
5341	97	91	57	57	CD
5341	97	92	94	94	CD
5341	97	93	70	70	CD
5341	97	94	39	39	CD
5341	97	95	36	36	CD
5341	97	96	221	221	CD
5341	97	97	65	65	CD
5341	97	98	Polymer	polymer	NN
5341	97	99	2012	2012	CD
5341	97	100	130	130	CD
5341	97	101	4	4	CD
5341	97	102	98	98	CD
5341	97	103	24	24	CD
5341	97	104	27	27	CD
5341	97	105	18	18	CD
5341	97	106	13	13	CD
5341	97	107	16	16	CD
5341	97	108	18	18	CD
5341	97	109	25	25	CD
5341	97	110	9	9	CD
5341	97	111	5	5	CD
5341	97	112	Table	table	NN
5341	97	113	3	3	CD
5341	97	114	.	.	.
5341	98	1	The	the	DT
5341	98	2	Identified	Identified	NNP
5341	98	3	Outlier	Outlier	NNP
5341	98	4	is	be	VBZ
5341	98	5	Replaced	replace	VBN
5341	98	6	with	with	IN
5341	98	7	the	the	DT
5341	98	8	Median	Median	NNP
5341	98	9	(	(	-LRB-
5341	98	10	Highlighted	highlight	VBN
5341	98	11	in	in	IN
5341	98	12	Bold	Bold	NNP
5341	98	13	)	)	-RRB-
5341	98	14	.	.	.
5341	99	1	THE	the	DT
5341	99	2	IMPORTANCE	importance	NN
5341	99	3	OF	of	IN
5341	99	4	IDENTIFYING	identifying	NN
5341	99	5	AND	and	CC
5341	99	6	ACCOMMODATING	accommodating	NN
5341	99	7	E	e	NN
5341	99	8	-	-	HYPH
5341	99	9	RESOURCES	resources	JJ
5341	99	10	USAGE	usage	NN
5341	99	11	DATA	datum	NNS
5341	99	12	FOR	for	IN
5341	99	13	THE	the	DT
5341	99	14	PRESENCE	presence	NN
5341	99	15	OF	of	IN
5341	99	16	OUTLIERS	outlier	NNS
5341	99	17	|	|	CD
5341	99	18	LAMOTHE	LAMOTHE	NNP
5341	99	19	37	37	CD
5341	99	20	Table	table	NN
5341	99	21	3	3	CD
5341	99	22	represents	represent	VBZ
5341	99	23	the	the	DT
5341	99	24	number	number	NN
5341	99	25	of	of	IN
5341	99	26	full	full	JJ
5341	99	27	-	-	HYPH
5341	99	28	text	text	NN
5341	99	29	articles	article	NNS
5341	99	30	downloaded	download	VBN
5341	99	31	for	for	IN
5341	99	32	Polymer	polymer	NN
5341	99	33	after	after	IN
5341	99	34	the	the	DT
5341	99	35	outlier	outlier	NN
5341	99	36	had	have	VBD
5341	99	37	been	be	VBN
5341	99	38	replaced	replace	VBN
5341	99	39	with	with	IN
5341	99	40	the	the	DT
5341	99	41	median	median	NN
5341	99	42	.	.	.
5341	100	1	The	the	DT
5341	100	2	confirmed	confirmed	JJ
5341	100	3	outlier	outlier	NN
5341	100	4	of	of	IN
5341	100	5	15,123	15,123	CD
5341	100	6	articles	article	NNS
5341	100	7	downloaded	download	VBN
5341	100	8	recorded	record	VBN
5341	100	9	in	in	IN
5341	100	10	October	October	NNP
5341	100	11	2010	2010	CD
5341	100	12	is	be	VBZ
5341	100	13	replaced	replace	VBN
5341	100	14	with	with	IN
5341	100	15	the	the	DT
5341	100	16	median	median	NN
5341	100	17	of	of	IN
5341	100	18	27	27	CD
5341	100	19	,	,	,
5341	100	20	highlighted	highlight	VBN
5341	100	21	in	in	IN
5341	100	22	bold	bold	JJ
5341	100	23	.	.	.
5341	101	1	This	this	DT
5341	101	2	then	then	RB
5341	101	3	becomes	become	VBZ
5341	101	4	the	the	DT
5341	101	5	accepted	accept	VBN
5341	101	6	value	value	NN
5341	101	7	for	for	IN
5341	101	8	the	the	DT
5341	101	9	number	number	NN
5341	101	10	of	of	IN
5341	101	11	articles	article	NNS
5341	101	12	downloaded	download	VBN
5341	101	13	from	from	IN
5341	101	14	Polymer	Polymer	NNP
5341	101	15	in	in	IN
5341	101	16	October	October	NNP
5341	101	17	2010	2010	CD
5341	101	18	.	.	.
5341	102	1	The	the	DT
5341	102	2	outlier	outlier	NN
5341	102	3	is	be	VBZ
5341	102	4	discarded	discard	VBN
5341	102	5	.	.	.
5341	103	1	The	the	DT
5341	103	2	new	new	JJ
5341	103	3	value	value	NN
5341	103	4	of	of	IN
5341	103	5	27	27	CD
5341	103	6	articles	article	NNS
5341	103	7	downloaded	download	VBN
5341	103	8	in	in	IN
5341	103	9	October	October	NNP
5341	103	10	2010	2010	CD
5341	103	11	replaces	replace	VBZ
5341	103	12	the	the	DT
5341	103	13	extreme	extreme	JJ
5341	103	14	value	value	NN
5341	103	15	of	of	IN
5341	103	16	15,123	15,123	CD
5341	103	17	in	in	IN
5341	103	18	the	the	DT
5341	103	19	original	original	JJ
5341	103	20	2010	2010	CD
5341	103	21	JR1	JR1	NNP
5341	103	22	Report	Report	NNP
5341	103	23	(	(	-LRB-
5341	103	24	see	see	VB
5341	103	25	table	table	NN
5341	103	26	4	4	CD
5341	103	27	)	)	-RRB-
5341	103	28	.	.	.
5341	104	1	This	this	DT
5341	104	2	is	be	VBZ
5341	104	3	the	the	DT
5341	104	4	final	final	JJ
5341	104	5	step	step	NN
5341	104	6	.	.	.
5341	105	1	January	January	NNP
5341	105	2	February	February	NNP
5341	105	3	March	March	NNP
5341	105	4	April	April	NNP
5341	105	5	May	May	NNP
5341	105	6	June	June	NNP
5341	105	7	July	July	NNP
5341	105	8	August	August	NNP
5341	105	9	September	September	NNP
5341	105	10	October	October	NNP
5341	105	11	November	November	NNP
5341	105	12	December	December	NNP
5341	105	13	Polymer	Polymer	NNP
5341	105	14	12	12	CD
5341	105	15	15	15	CD
5341	105	16	26	26	CD
5341	105	17	33	33	CD
5341	105	18	38	38	CD
5341	105	19	64	64	CD
5341	105	20	39	39	CD
5341	105	21	5	5	CD
5341	105	22	13	13	CD
5341	105	23	27	27	CD
5341	105	24	109	109	CD
5341	105	25	44	44	CD
5341	105	26	Surface	Surface	NNP
5341	105	27	and	and	CC
5341	105	28	Coatings	Coatings	NNP
5341	105	29	Technology	Technology	NNP
5341	105	30	3	3	CD
5341	105	31	1	1	CD
5341	105	32	2	2	CD
5341	105	33	1	1	CD
5341	105	34	22	22	CD
5341	105	35	17	17	CD
5341	105	36	17	17	CD
5341	105	37	0	0	CD
5341	105	38	12	12	CD
5341	105	39	3,771	3,771	CD
5341	105	40	5,428	5,428	CD
5341	105	41	601	601	CD
5341	105	42	International	International	NNP
5341	105	43	Journal	Journal	NNP
5341	105	44	of	of	IN
5341	105	45	Radiation	Radiation	NNP
5341	105	46	Oncology	Oncology	NNP
5341	105	47	11	11	CD
5341	105	48	18	18	CD
5341	105	49	35	35	CD
5341	105	50	22	22	CD
5341	105	51	17	17	CD
5341	105	52	6,436	6,436	CD
5341	105	53	176	176	CD
5341	105	54	13	13	CD
5341	105	55	25	25	CD
5341	105	56	29	29	CD
5341	105	57	24	24	CD
5341	105	58	19	19	CD
5341	105	59	Journal	Journal	NNP
5341	105	60	of	of	IN
5341	105	61	Catalysis	Catalysis	NNP
5341	105	62	0	0	CD
5341	105	63	1	1	CD
5341	105	64	5	5	CD
5341	105	65	1	1	CD
5341	105	66	2	2	CD
5341	105	67	2	2	CD
5341	105	68	16	16	CD
5341	105	69	4	4	CD
5341	105	70	0	0	CD
5341	105	71	2	2	CD
5341	105	72	6,693	6,693	CD
5341	105	73	1	1	CD
5341	105	74	Table	table	NN
5341	105	75	4	4	CD
5341	105	76	.	.	.
5341	106	1	Sample	sample	NN
5341	106	2	from	from	IN
5341	106	3	a	a	DT
5341	106	4	2010	2010	CD
5341	106	5	JR1	JR1	NNP
5341	106	6	COUNTER	COUNTER	NNP
5341	106	7	-	-	HYPH
5341	106	8	Compliant	Compliant	NNP
5341	106	9	Report	Report	NNP
5341	106	10	Indicating	indicate	VBG
5341	106	11	the	the	DT
5341	106	12	Number	Number	NNP
5341	106	13	of	of	IN
5341	106	14	Articles	Articles	NNPS
5341	106	15	Downloaded	download	VBN
5341	106	16	per	per	IN
5341	106	17	Journal	Journal	NNP
5341	106	18	Over	over	IN
5341	106	19	a	a	DT
5341	106	20	Twelve	Twelve	NNP
5341	106	21	-	-	HYPH
5341	106	22	Month	Month	NNP
5341	106	23	Period	Period	NNP
5341	106	24	.	.	.
5341	107	1	Polymer	polymer	NN
5341	107	2	’s	’s	POS
5341	107	3	Identified	Identified	NNP
5341	107	4	Outlier	Outlier	NNP
5341	107	5	Is	be	VBZ
5341	107	6	Replaced	replace	VBN
5341	107	7	with	with	IN
5341	107	8	the	the	DT
5341	107	9	Median	Median	NNP
5341	107	10	Calculated	calculate	VBN
5341	107	11	from	from	IN
5341	107	12	Table	table	NN
5341	107	13	2	2	CD
5341	107	14	(	(	-LRB-
5341	107	15	Highlighted	highlight	VBN
5341	107	16	in	in	IN
5341	107	17	Bold	Bold	NNP
5341	107	18	)	)	-RRB-
5341	107	19	.	.	.
5341	108	1	Once	once	IN
5341	108	2	the	the	DT
5341	108	3	first	first	JJ
5341	108	4	outlier	outlier	NN
5341	108	5	is	be	VBZ
5341	108	6	corrected	correct	VBN
5341	108	7	,	,	,
5341	108	8	the	the	DT
5341	108	9	same	same	JJ
5341	108	10	procedures	procedure	NNS
5341	108	11	need	need	VBP
5341	108	12	to	to	TO
5341	108	13	be	be	VB
5341	108	14	followed	follow	VBN
5341	108	15	for	for	IN
5341	108	16	the	the	DT
5341	108	17	other	other	JJ
5341	108	18	suspected	suspect	VBN
5341	108	19	outliers	outlier	NNS
5341	108	20	highlighted	highlight	VBN
5341	108	21	in	in	IN
5341	108	22	table	table	NN
5341	108	23	1	1	CD
5341	108	24	.	.	.
5341	109	1	If	if	IN
5341	109	2	it	-PRON-	PRP
5341	109	3	is	be	VBZ
5341	109	4	determined	determine	VBN
5341	109	5	that	that	IN
5341	109	6	they	-PRON-	PRP
5341	109	7	are	be	VBP
5341	109	8	outliers	outlier	NNS
5341	109	9	,	,	,
5341	109	10	they	-PRON-	PRP
5341	109	11	are	be	VBP
5341	109	12	replaced	replace	VBN
5341	109	13	with	with	IN
5341	109	14	their	-PRON-	PRP$
5341	109	15	associated	associate	VBN
5341	109	16	median	median	JJ
5341	109	17	values	value	NNS
5341	109	18	.	.	.
5341	110	1	Although	although	IN
5341	110	2	the	the	DT
5341	110	3	steps	step	NNS
5341	110	4	and	and	CC
5341	110	5	calculations	calculation	NNS
5341	110	6	used	use	VBD
5341	110	7	to	to	TO
5341	110	8	identify	identify	VB
5341	110	9	and	and	CC
5341	110	10	correct	correct	VB
5341	110	11	for	for	IN
5341	110	12	outliers	outlier	NNS
5341	110	13	are	be	VBP
5341	110	14	relatively	relatively	RB
5341	110	15	simple	simple	JJ
5341	110	16	to	to	TO
5341	110	17	follow	follow	VB
5341	110	18	,	,	,
5341	110	19	it	-PRON-	PRP
5341	110	20	is	be	VBZ
5341	110	21	admittedly	admittedly	RB
5341	110	22	a	a	DT
5341	110	23	very	very	RB
5341	110	24	lengthy	lengthy	JJ
5341	110	25	and	and	CC
5341	110	26	time-	time-	NN
5341	110	27	consuming	consuming	NN
5341	110	28	process	process	NN
5341	110	29	.	.	.
5341	111	1	But	but	CC
5341	111	2	in	in	IN
5341	111	3	the	the	DT
5341	111	4	end	end	NN
5341	111	5	,	,	,
5341	111	6	it	-PRON-	PRP
5341	111	7	is	be	VBZ
5341	111	8	well	well	RB
5341	111	9	worth	worth	JJ
5341	111	10	the	the	DT
5341	111	11	effort	effort	NN
5341	111	12	.	.	.
5341	112	1	RESULTS	RESULTS	NNP
5341	112	2	AND	and	CC
5341	112	3	DISCUSSION	discussion	NN
5341	112	4	Table	table	NN
5341	112	5	5	5	CD
5341	112	6	details	detail	NNS
5341	112	7	the	the	DT
5341	112	8	changes	change	NNS
5341	112	9	in	in	IN
5341	112	10	the	the	DT
5341	112	11	overall	overall	JJ
5341	112	12	number	number	NN
5341	112	13	of	of	IN
5341	112	14	articles	article	NNS
5341	112	15	downloaded	download	VBN
5341	112	16	from	from	IN
5341	112	17	J.	J.	NNP
5341	112	18	N.	N.	NNP
5341	112	19	Desmarais	Desmarais	NNP
5341	112	20	Library	Library	NNP
5341	112	21	e	e	NNP
5341	112	22	-	-	NNS
5341	112	23	journals	journal	NNS
5341	112	24	that	that	WDT
5341	112	25	resulted	result	VBD
5341	112	26	from	from	IN
5341	112	27	the	the	DT
5341	112	28	elimination	elimination	NN
5341	112	29	of	of	IN
5341	112	30	outliers	outlier	NNS
5341	112	31	.	.	.
5341	113	1	The	the	DT
5341	113	2	column	column	NN
5341	113	3	titled	title	VBN
5341	113	4	“	"	``
5341	113	5	Recorded	Recorded	NNP
5341	113	6	Downloads	Downloads	NNP
5341	113	7	”	"	''
5341	113	8	details	detail	VBZ
5341	113	9	the	the	DT
5341	113	10	number	number	NN
5341	113	11	of	of	IN
5341	113	12	articles	article	NNS
5341	113	13	downloaded	download	VBN
5341	113	14	between	between	IN
5341	113	15	2000	2000	CD
5341	113	16	and	and	CC
5341	113	17	2012	2012	CD
5341	113	18	,	,	,
5341	113	19	inclusively	inclusively	RB
5341	113	20	,	,	,
5341	113	21	prior	prior	RB
5341	113	22	to	to	IN
5341	113	23	outlier	outlier	JJ
5341	113	24	testing	testing	NN
5341	113	25	.	.	.
5341	114	1	The	the	DT
5341	114	2	column	column	NN
5341	114	3	titled	title	VBD
5341	114	4	“	"	``
5341	114	5	Corrected	Corrected	NNP
5341	114	6	Downloads	Downloads	NNP
5341	114	7	”	"	''
5341	114	8	represents	represent	VBZ
5341	114	9	the	the	DT
5341	114	10	number	number	NN
5341	114	11	of	of	IN
5341	114	12	articles	article	NNS
5341	114	13	downloaded	download	VBN
5341	114	14	during	during	IN
5341	114	15	the	the	DT
5341	114	16	same	same	JJ
5341	114	17	period	period	NN
5341	114	18	of	of	IN
5341	114	19	time	time	NN
5341	114	20	but	but	CC
5341	114	21	after	after	IN
5341	114	22	the	the	DT
5341	114	23	outliers	outlier	NNS
5341	114	24	had	have	VBD
5341	114	25	been	be	VBN
5341	114	26	positively	positively	RB
5341	114	27	identified	identify	VBN
5341	114	28	and	and	CC
5341	114	29	the	the	DT
5341	114	30	data	datum	NNS
5341	114	31	cleaned	clean	VBD
5341	114	32	.	.	.
5341	115	1	The	the	DT
5341	115	2	affected	affected	JJ
5341	115	3	values	value	NNS
5341	115	4	are	be	VBP
5341	115	5	highlighted	highlight	VBN
5341	115	6	in	in	IN
5341	115	7	bold	bold	JJ
5341	115	8	.	.	.
5341	116	1	INFORMATION	INFORMATION	NNP
5341	116	2	TECHNOLOGY	technology	NN
5341	116	3	AND	and	CC
5341	116	4	LIBRARIES	library	NNS
5341	116	5	|	|	NNP
5341	116	6	JUNE	JUNE	NNP
5341	116	7	2014	2014	CD
5341	116	8	38	38	CD
5341	116	9	Year	Year	NNP
5341	116	10	Recorded	Recorded	NNP
5341	116	11	Downloads	Downloads	NNP
5341	116	12	Corrected	correct	VBD
5341	116	13	Downloads	Downloads	NNP
5341	116	14	2000	2000	CD
5341	116	15	806	806	CD
5341	116	16	806	806	CD
5341	116	17	2001	2001	CD
5341	116	18	1034	1034	CD
5341	116	19	1034	1034	CD
5341	116	20	2002	2002	CD
5341	116	21	1015	1015	CD
5341	116	22	1015	1015	CD
5341	116	23	2003	2003	CD
5341	116	24	4890	4890	CD
5341	116	25	4890	4890	CD
5341	116	26	2004	2004	CD
5341	116	27	72841	72841	CD
5341	116	28	72841	72841	CD
5341	116	29	2005	2005	CD
5341	116	30	251335	251335	CD
5341	116	31	251335	251335	CD
5341	116	32	2006	2006	CD
5341	116	33	640759	640759	CD
5341	116	34	640759	640759	CD
5341	116	35	2007	2007	CD
5341	116	36	731334	731334	CD
5341	116	37	731334	731334	CD
5341	116	38	2008	2008	CD
5341	116	39	710043	710043	CD
5341	116	40	710043	710043	CD
5341	116	41	2009	2009	CD
5341	116	42	725019	725019	CD
5341	116	43	725019	725019	CD
5341	116	44	2010	2010	CD
5341	116	45	857360	857360	CD
5341	116	46	757564	757564	CD
5341	116	47	2011	2011	CD
5341	116	48	869651	869651	CD
5341	116	49	696973	696973	CD
5341	116	50	2012	2012	CD
5341	116	51	716890	716890	CD
5341	116	52	716890	716890	CD
5341	116	53	Table	Table	NNP
5341	116	54	5	5	CD
5341	116	55	.	.	.
5341	117	1	Comparison	comparison	NN
5341	117	2	of	of	IN
5341	117	3	the	the	DT
5341	117	4	Recorded	Recorded	NNP
5341	117	5	Number	Number	NNP
5341	117	6	of	of	IN
5341	117	7	Articles	Articles	NNPS
5341	117	8	Downloaded	download	VBN
5341	117	9	to	to	IN
5341	117	10	the	the	DT
5341	117	11	Corrected	correct	VBN
5341	117	12	Number	Number	NNP
5341	117	13	of	of	IN
5341	117	14	Articles	Articles	NNPS
5341	117	15	Downloaded	download	VBN
5341	117	16	,	,	,
5341	117	17	Over	over	IN
5341	117	18	a	a	DT
5341	117	19	Thirteen	Thirteen	NNP
5341	117	20	-	-	HYPH
5341	117	21	Year	Year	NNP
5341	117	22	Period	Period	NNP
5341	117	23	.	.	.
5341	118	1	All	all	DT
5341	118	2	data	datum	NNS
5341	118	3	from	from	IN
5341	118	4	all	all	DT
5341	118	5	available	available	JJ
5341	118	6	years	year	NNS
5341	118	7	were	be	VBD
5341	118	8	tested	test	VBN
5341	118	9	for	for	IN
5341	118	10	outliers	outlier	NNS
5341	118	11	.	.	.
5341	119	1	Only	only	JJ
5341	119	2	data	datum	NNS
5341	119	3	recorded	record	VBN
5341	119	4	in	in	IN
5341	119	5	2010	2010	CD
5341	119	6	and	and	CC
5341	119	7	2011	2011	CD
5341	119	8	tested	test	VBD
5341	119	9	positive	positive	JJ
5341	119	10	for	for	IN
5341	119	11	outliers	outlier	NNS
5341	119	12	.	.	.
5341	120	1	Replacing	replace	VBG
5341	120	2	outliers	outlier	NNS
5341	120	3	with	with	IN
5341	120	4	the	the	DT
5341	120	5	median	median	JJ
5341	120	6	values	value	NNS
5341	120	7	for	for	IN
5341	120	8	those	those	DT
5341	120	9	affected	affect	VBN
5341	120	10	journal	journal	NN
5341	120	11	titles	title	NNS
5341	120	12	dramatically	dramatically	RB
5341	120	13	reduced	reduce	VBD
5341	120	14	the	the	DT
5341	120	15	total	total	JJ
5341	120	16	number	number	NN
5341	120	17	of	of	IN
5341	120	18	downloaded	download	VBN
5341	120	19	articles	article	NNS
5341	120	20	(	(	-LRB-
5341	120	21	see	see	VB
5341	120	22	table	table	NN
5341	120	23	5	5	CD
5341	120	24	)	)	-RRB-
5341	120	25	.	.	.
5341	121	1	Between	between	IN
5341	121	2	2007	2007	CD
5341	121	3	and	and	CC
5341	121	4	2009	2009	CD
5341	121	5	,	,	,
5341	121	6	inclusively	inclusively	RB
5341	121	7	,	,	,
5341	121	8	the	the	DT
5341	121	9	actual	actual	JJ
5341	121	10	number	number	NN
5341	121	11	of	of	IN
5341	121	12	full	full	JJ
5341	121	13	-	-	HYPH
5341	121	14	text	text	NN
5341	121	15	articles	article	NNS
5341	121	16	downloaded	download	VBD
5341	121	17	recorded	record	VBN
5341	121	18	from	from	IN
5341	121	19	the	the	DT
5341	121	20	library	library	NN
5341	121	21	’s	’s	NN
5341	121	22	e	e	NNP
5341	121	23	-	-	NNP
5341	121	24	journal	journal	NNP
5341	121	25	collection	collection	NN
5341	121	26	totaled	total	VBD
5341	121	27	between	between	IN
5341	121	28	731,334	731,334	CD
5341	121	29	and	and	CC
5341	121	30	725,019	725,019	CD
5341	121	31	annually	annually	RB
5341	121	32	(	(	-LRB-
5341	121	33	see	see	VB
5341	121	34	table	table	NN
5341	121	35	5	5	CD
5341	121	36	)	)	-RRB-
5341	121	37	.	.	.
5341	122	1	The	the	DT
5341	122	2	annual	annual	JJ
5341	122	3	average	average	NN
5341	122	4	for	for	IN
5341	122	5	those	those	DT
5341	122	6	three	three	CD
5341	122	7	years	year	NNS
5341	122	8	is	be	VBZ
5341	122	9	722,132	722,132	CD
5341	122	10	articles	article	NNS
5341	122	11	downloaded	download	VBN
5341	122	12	.	.	.
5341	123	1	But	but	CC
5341	123	2	in	in	IN
5341	123	3	2010	2010	CD
5341	123	4	that	that	DT
5341	123	5	number	number	NN
5341	123	6	dramatically	dramatically	RB
5341	123	7	increased	increase	VBD
5341	123	8	to	to	IN
5341	123	9	857,360	857,360	CD
5341	123	10	downloaded	downloaded	JJ
5341	123	11	articles	article	NNS
5341	123	12	,	,	,
5341	123	13	which	which	WDT
5341	123	14	was	be	VBD
5341	123	15	followed	follow	VBN
5341	123	16	by	by	IN
5341	123	17	869,651	869,651	CD
5341	123	18	downloaded	downloaded	JJ
5341	123	19	articles	article	NNS
5341	123	20	in	in	IN
5341	123	21	2011	2011	CD
5341	123	22	(	(	-LRB-
5341	123	23	see	see	VB
5341	123	24	table	table	NN
5341	123	25	5	5	CD
5341	123	26	)	)	-RRB-
5341	123	27	.	.	.
5341	124	1	The	the	DT
5341	124	2	elimination	elimination	NN
5341	124	3	of	of	IN
5341	124	4	outliers	outlier	NNS
5341	124	5	from	from	IN
5341	124	6	the	the	DT
5341	124	7	2010	2010	CD
5341	124	8	data	datum	NNS
5341	124	9	resulted	result	VBN
5341	124	10	in	in	IN
5341	124	11	the	the	DT
5341	124	12	number	number	NN
5341	124	13	of	of	IN
5341	124	14	downloads	download	NNS
5341	124	15	dropping	drop	VBG
5341	124	16	from	from	IN
5341	124	17	857,360	857,360	CD
5341	124	18	to	to	IN
5341	124	19	757,564	757,564	CD
5341	124	20	,	,	,
5341	124	21	a	a	DT
5341	124	22	difference	difference	NN
5341	124	23	of	of	IN
5341	124	24	nearly	nearly	RB
5341	124	25	99,796	99,796	CD
5341	124	26	downloads	download	NNS
5341	124	27	,	,	,
5341	124	28	or	or	CC
5341	124	29	12	12	CD
5341	124	30	percent	percent	NN
5341	124	31	.	.	.
5341	125	1	Similarly	similarly	RB
5341	125	2	,	,	,
5341	125	3	in	in	IN
5341	125	4	2011	2011	CD
5341	125	5	,	,	,
5341	125	6	the	the	DT
5341	125	7	number	number	NN
5341	125	8	of	of	IN
5341	125	9	articles	article	NNS
5341	125	10	downloaded	download	VBN
5341	125	11	decreased	decrease	VBD
5341	125	12	from	from	IN
5341	125	13	869,651	869,651	CD
5341	125	14	to	to	IN
5341	125	15	696,973	696,973	CD
5341	125	16	once	once	RB
5341	125	17	outliers	outlier	NNS
5341	125	18	were	be	VBD
5341	125	19	replaced	replace	VBN
5341	125	20	with	with	IN
5341	125	21	median	median	JJ
5341	125	22	values	value	NNS
5341	125	23	.	.	.
5341	126	1	This	this	DT
5341	126	2	represents	represent	VBZ
5341	126	3	a	a	DT
5341	126	4	reduction	reduction	NN
5341	126	5	of	of	IN
5341	126	6	over	over	IN
5341	126	7	172,678	172,678	CD
5341	126	8	downloaded	downloaded	JJ
5341	126	9	articles	article	NNS
5341	126	10	,	,	,
5341	126	11	or	or	CC
5341	126	12	20	20	CD
5341	126	13	percent	percent	NN
5341	126	14	.	.	.
5341	127	1	A	a	DT
5341	127	2	staggering	staggering	JJ
5341	127	3	20	20	CD
5341	127	4	percent	percent	NN
5341	127	5	of	of	IN
5341	127	6	articles	article	NNS
5341	127	7	downloaded	download	VBN
5341	127	8	in	in	IN
5341	127	9	2011	2011	CD
5341	127	10	can	can	MD
5341	127	11	therefore	therefore	RB
5341	127	12	be	be	VB
5341	127	13	considered	consider	VBN
5341	127	14	as	as	RB
5341	127	15	erroneous	erroneous	JJ
5341	127	16	and	and	CC
5341	127	17	,	,	,
5341	127	18	in	in	IN
5341	127	19	all	all	DT
5341	127	20	likelihood	likelihood	NN
5341	127	21	,	,	,
5341	127	22	the	the	DT
5341	127	23	result	result	NN
5341	127	24	of	of	IN
5341	127	25	illicit	illicit	JJ
5341	127	26	downloading	download	VBG
5341	127	27	.	.	.
5341	128	1	Figure	figure	NN
5341	128	2	1	1	CD
5341	128	3	is	be	VBZ
5341	128	4	a	a	DT
5341	128	5	graphical	graphical	JJ
5341	128	6	representation	representation	NN
5341	128	7	of	of	IN
5341	128	8	the	the	DT
5341	128	9	change	change	NN
5341	128	10	in	in	IN
5341	128	11	the	the	DT
5341	128	12	number	number	NN
5341	128	13	of	of	IN
5341	128	14	articles	article	NNS
5341	128	15	downloaded	download	VBN
5341	128	16	before	before	RB
5341	128	17	and	and	CC
5341	128	18	after	after	IN
5341	128	19	the	the	DT
5341	128	20	identification	identification	NN
5341	128	21	of	of	IN
5341	128	22	outliers	outlier	NNS
5341	128	23	and	and	CC
5341	128	24	their	-PRON-	PRP$
5341	128	25	replacement	replacement	NN
5341	128	26	by	by	IN
5341	128	27	median	median	JJ
5341	128	28	values	value	NNS
5341	128	29	.	.	.
5341	129	1	The	the	DT
5341	129	2	line	line	NN
5341	129	3	“	"	``
5341	129	4	Recorded	recorded	JJ
5341	129	5	Downloads	Downloads	NNP
5341	129	6	”	"	''
5341	129	7	clearly	clearly	RB
5341	129	8	indicates	indicate	VBZ
5341	129	9	a	a	DT
5341	129	10	surge	surge	NN
5341	129	11	in	in	IN
5341	129	12	usage	usage	NN
5341	129	13	between	between	IN
5341	129	14	2010	2010	CD
5341	129	15	and	and	CC
5341	129	16	2011	2011	CD
5341	129	17	with	with	IN
5341	129	18	usage	usage	NN
5341	129	19	returning	return	VBG
5341	129	20	to	to	IN
5341	129	21	levels	level	NNS
5341	129	22	recorded	record	VBN
5341	129	23	prior	prior	RB
5341	129	24	to	to	IN
5341	129	25	the	the	DT
5341	129	26	2010	2010	CD
5341	129	27	increase	increase	NN
5341	129	28	.	.	.
5341	130	1	The	the	DT
5341	130	2	line	line	NN
5341	130	3	“	"	``
5341	130	4	Corrected	Corrected	NNP
5341	130	5	Downloads	Downloads	NNP
5341	130	6	”	"	''
5341	130	7	depicts	depict	VBZ
5341	130	8	a	a	DT
5341	130	9	very	very	RB
5341	130	10	different	different	JJ
5341	130	11	picture	picture	NN
5341	130	12	.	.	.
5341	131	1	The	the	DT
5341	131	2	plateau	plateau	NN
5341	131	3	in	in	IN
5341	131	4	usage	usage	NN
5341	131	5	that	that	WDT
5341	131	6	began	begin	VBD
5341	131	7	in	in	IN
5341	131	8	2007	2007	CD
5341	131	9	continues	continue	VBZ
5341	131	10	through	through	IN
5341	131	11	2012	2012	CD
5341	131	12	.	.	.
5341	132	1	Evidently	evidently	RB
5341	132	2	,	,	,
5341	132	3	the	the	DT
5341	132	4	observed	observed	JJ
5341	132	5	spike	spike	NNP
5341	132	6	in	in	IN
5341	132	7	usage	usage	NN
5341	132	8	was	be	VBD
5341	132	9	artificial	artificial	JJ
5341	132	10	and	and	CC
5341	132	11	the	the	DT
5341	132	12	result	result	NN
5341	132	13	of	of	IN
5341	132	14	the	the	DT
5341	132	15	presence	presence	NN
5341	132	16	of	of	IN
5341	132	17	outliers	outlier	NNS
5341	132	18	in	in	IN
5341	132	19	certain	certain	JJ
5341	132	20	datasets	dataset	NNS
5341	132	21	.	.	.
5341	133	1	If	if	IN
5341	133	2	the	the	DT
5341	133	3	data	datum	NNS
5341	133	4	had	have	VBD
5341	133	5	not	not	RB
5341	133	6	been	be	VBN
5341	133	7	tested	test	VBN
5341	133	8	for	for	IN
5341	133	9	outliers	outlier	NNS
5341	133	10	,	,	,
5341	133	11	it	-PRON-	PRP
5341	133	12	would	would	MD
5341	133	13	have	have	VB
5341	133	14	appeared	appear	VBN
5341	133	15	that	that	WDT
5341	133	16	usage	usage	NN
5341	133	17	THE	the	DT
5341	133	18	IMPORTANCE	importance	NN
5341	133	19	OF	of	IN
5341	133	20	IDENTIFYING	identifying	NN
5341	133	21	AND	and	CC
5341	133	22	ACCOMMODATING	accommodating	NN
5341	133	23	E	e	NN
5341	133	24	-	-	HYPH
5341	133	25	RESOURCES	resources	JJ
5341	133	26	USAGE	usage	NN
5341	133	27	DATA	datum	NNS
5341	133	28	FOR	for	IN
5341	133	29	THE	the	DT
5341	133	30	PRESENCE	presence	NN
5341	133	31	OF	of	IN
5341	133	32	OUTLIERS	OUTLIERS	NNPS
5341	133	33	|	|	CD
5341	133	34	LAMOTHE	LAMOTHE	NNP
5341	133	35	39	39	CD
5341	133	36	had	have	VBD
5341	133	37	substantially	substantially	RB
5341	133	38	increased	increase	VBN
5341	133	39	in	in	IN
5341	133	40	2010	2010	CD
5341	133	41	and	and	CC
5341	133	42	it	-PRON-	PRP
5341	133	43	would	would	MD
5341	133	44	have	have	VB
5341	133	45	been	be	VBN
5341	133	46	incorrectly	incorrectly	RB
5341	133	47	assumed	assume	VBN
5341	133	48	that	that	IN
5341	133	49	usage	usage	NN
5341	133	50	was	be	VBD
5341	133	51	on	on	IN
5341	133	52	the	the	DT
5341	133	53	rise	rise	NN
5341	133	54	once	once	RB
5341	133	55	more	more	RBR
5341	133	56	.	.	.
5341	134	1	Instead	instead	RB
5341	134	2	,	,	,
5341	134	3	the	the	DT
5341	134	4	corrected	correct	VBN
5341	134	5	data	datum	NNS
5341	134	6	bring	bring	VBP
5341	134	7	usage	usage	NN
5341	134	8	levels	level	NNS
5341	134	9	for	for	IN
5341	134	10	2010	2010	CD
5341	134	11	and	and	CC
5341	134	12	2011	2011	CD
5341	134	13	back	back	RB
5341	134	14	in	in	IN
5341	134	15	line	line	NN
5341	134	16	with	with	IN
5341	134	17	the	the	DT
5341	134	18	plateau	plateau	NN
5341	134	19	that	that	WDT
5341	134	20	had	have	VBD
5341	134	21	begun	begin	VBN
5341	134	22	in	in	IN
5341	134	23	2007	2007	CD
5341	134	24	and	and	CC
5341	134	25	reflects	reflect	VBZ
5341	134	26	a	a	DT
5341	134	27	more	more	RBR
5341	134	28	realistic	realistic	JJ
5341	134	29	picture	picture	NN
5341	134	30	of	of	IN
5341	134	31	usage	usage	NN
5341	134	32	rates	rate	NNS
5341	134	33	at	at	IN
5341	134	34	Laurentian	Laurentian	NNP
5341	134	35	University	University	NNP
5341	134	36	.	.	.
5341	135	1	Figure	figure	NN
5341	135	2	1	1	CD
5341	135	3	.	.	.
5341	136	1	Comparing	compare	VBG
5341	136	2	the	the	DT
5341	136	3	Recorded	Recorded	NNP
5341	136	4	Number	Number	NNP
5341	136	5	of	of	IN
5341	136	6	Articles	Articles	NNPS
5341	136	7	Downloaded	download	VBN
5341	136	8	to	to	IN
5341	136	9	the	the	DT
5341	136	10	Corrected	correct	VBN
5341	136	11	Number	Number	NNP
5341	136	12	of	of	IN
5341	136	13	Articles	Articles	NNPS
5341	136	14	Downloaded	download	VBN
5341	136	15	Over	over	IN
5341	136	16	a	a	DT
5341	136	17	Thirteen	Thirteen	NNP
5341	136	18	-	-	HYPH
5341	136	19	Year	Year	NNP
5341	136	20	Period	Period	NNP
5341	136	21	.	.	.
5341	137	1	Accuracy	accuracy	NN
5341	137	2	in	in	IN
5341	137	3	any	any	DT
5341	137	4	data	datum	NNS
5341	137	5	gathering	gathering	NN
5341	137	6	is	be	VBZ
5341	137	7	always	always	RB
5341	137	8	extremely	extremely	RB
5341	137	9	important	important	JJ
5341	137	10	,	,	,
5341	137	11	but	but	CC
5341	137	12	accuracy	accuracy	NN
5341	137	13	in	in	IN
5341	137	14	e	e	NN
5341	137	15	-	-	NN
5341	137	16	resource	resource	NN
5341	137	17	usage	usage	NN
5341	137	18	levels	level	NNS
5341	137	19	is	be	VBZ
5341	137	20	critical	critical	JJ
5341	137	21	for	for	IN
5341	137	22	academic	academic	JJ
5341	137	23	libraries	library	NNS
5341	137	24	.	.	.
5341	138	1	Academic	academic	JJ
5341	138	2	libraries	library	NNS
5341	138	3	having	have	VBG
5341	138	4	e	e	LS
5341	138	5	-	-	HYPH
5341	138	6	journal	journal	NNP
5341	138	7	subscription	subscription	NN
5341	138	8	rates	rate	NNS
5341	138	9	based	base	VBN
5341	138	10	either	either	CC
5341	138	11	entirely	entirely	RB
5341	138	12	or	or	CC
5341	138	13	partly	partly	RB
5341	138	14	on	on	IN
5341	138	15	usage	usage	NN
5341	138	16	can	can	MD
5341	138	17	be	be	VB
5341	138	18	greatly	greatly	RB
5341	138	19	affected	affect	VBN
5341	138	20	if	if	IN
5341	138	21	usage	usage	NN
5341	138	22	numbers	number	NNS
5341	138	23	have	have	VBP
5341	138	24	been	be	VBN
5341	138	25	artificially	artificially	RB
5341	138	26	inflated	inflate	VBN
5341	138	27	.	.	.
5341	139	1	It	-PRON-	PRP
5341	139	2	can	can	MD
5341	139	3	lead	lead	VB
5341	139	4	to	to	IN
5341	139	5	unnecessary	unnecessary	JJ
5341	139	6	increases	increase	NNS
5341	139	7	in	in	IN
5341	139	8	cost	cost	NN
5341	139	9	.	.	.
5341	140	1	Since	since	IN
5341	140	2	it	-PRON-	PRP
5341	140	3	was	be	VBD
5341	140	4	determined	determine	VBN
5341	140	5	that	that	IN
5341	140	6	outliers	outlier	NNS
5341	140	7	were	be	VBD
5341	140	8	present	present	JJ
5341	140	9	only	only	RB
5341	140	10	during	during	IN
5341	140	11	the	the	DT
5341	140	12	period	period	NN
5341	140	13	in	in	IN
5341	140	14	which	which	WDT
5341	140	15	the	the	DT
5341	140	16	library	library	NN
5341	140	17	had	have	VBD
5341	140	18	found	find	VBN
5341	140	19	itself	-PRON-	PRP
5341	140	20	under	under	IN
5341	140	21	“	"	``
5341	140	22	attack	attack	NN
5341	140	23	,	,	,
5341	140	24	”	"	''
5341	140	25	it	-PRON-	PRP
5341	140	26	can	can	MD
5341	140	27	be	be	VB
5341	140	28	assumed	assume	VBN
5341	140	29	that	that	IN
5341	140	30	the	the	DT
5341	140	31	vast	vast	JJ
5341	140	32	majority	majority	NN
5341	140	33	,	,	,
5341	140	34	if	if	IN
5341	140	35	not	not	RB
5341	140	36	all	all	DT
5341	140	37	,	,	,
5341	140	38	of	of	IN
5341	140	39	the	the	DT
5341	140	40	extreme	extreme	JJ
5341	140	41	usage	usage	NN
5341	140	42	values	value	NNS
5341	140	43	were	be	VBD
5341	140	44	a	a	DT
5341	140	45	result	result	NN
5341	140	46	of	of	IN
5341	140	47	illegal	illegal	JJ
5341	140	48	downloading	downloading	NN
5341	140	49	.	.	.
5341	141	1	It	-PRON-	PRP
5341	141	2	would	would	MD
5341	141	3	therefore	therefore	RB
5341	141	4	be	be	VB
5341	141	5	a	a	DT
5341	141	6	shame	shame	NN
5341	141	7	to	to	TO
5341	141	8	need	need	VB
5341	141	9	to	to	TO
5341	141	10	pay	pay	VB
5341	141	11	higher	high	JJR
5341	141	12	costs	cost	NNS
5341	141	13	because	because	IN
5341	141	14	of	of	IN
5341	141	15	inappropriate	inappropriate	JJ
5341	141	16	or	or	CC
5341	141	17	illegal	illegal	JJ
5341	141	18	downloading	downloading	NN
5341	141	19	of	of	IN
5341	141	20	licensed	license	VBN
5341	141	21	content	content	NN
5341	141	22	.	.	.
5341	142	1	Accurate	accurate	JJ
5341	142	2	usage	usage	NN
5341	142	3	data	datum	NNS
5341	142	4	is	be	VBZ
5341	142	5	also	also	RB
5341	142	6	important	important	JJ
5341	142	7	for	for	IN
5341	142	8	academic	academic	JJ
5341	142	9	libraries	library	NNS
5341	142	10	that	that	WDT
5341	142	11	integrate	integrate	VBP
5341	142	12	usage	usage	NN
5341	142	13	statistics	statistic	NNS
5341	142	14	into	into	IN
5341	142	15	their	-PRON-	PRP$
5341	142	16	collection	collection	NN
5341	142	17	development	development	NN
5341	142	18	policy	policy	NN
5341	142	19	for	for	IN
5341	142	20	the	the	DT
5341	142	21	purpose	purpose	NN
5341	142	22	of	of	IN
5341	142	23	justifying	justify	VBG
5341	142	24	the	the	DT
5341	142	25	retention	retention	NN
5341	142	26	or	or	CC
5341	142	27	cancellation	cancellation	NN
5341	142	28	of	of	IN
5341	142	29	a	a	DT
5341	142	30	particular	particular	JJ
5341	142	31	subscription	subscription	NN
5341	142	32	.	.	.
5341	143	1	The	the	DT
5341	143	2	J.	J.	NNP
5341	143	3	N.	N.	NNP
5341	143	4	Desmarais	Desmarais	NNP
5341	143	5	Library	Library	NNP
5341	143	6	is	be	VBZ
5341	143	7	such	such	PDT
5341	143	8	a	a	DT
5341	143	9	library	library	NN
5341	143	10	.	.	.
5341	144	1	As	as	IN
5341	144	2	indicated	indicate	VBN
5341	144	3	earlier	early	RBR
5341	144	4	,	,	,
5341	144	5	if	if	IN
5341	144	6	the	the	DT
5341	144	7	cost	cost	NN
5341	144	8	-	-	HYPH
5341	144	9	per	per	IN
5341	144	10	-	-	HYPH
5341	144	11	download	download	NN
5341	144	12	of	of	IN
5341	144	13	a	a	DT
5341	144	14	subscription	subscription	NN
5341	144	15	is	be	VBZ
5341	144	16	consistently	consistently	RB
5341	144	17	greater	great	JJR
5341	144	18	than	than	IN
5341	144	19	the	the	DT
5341	144	20	cost	cost	NN
5341	144	21	of	of	IN
5341	144	22	an	an	DT
5341	144	23	interlibrary	interlibrary	JJ
5341	144	24	loan	loan	NN
5341	144	25	for	for	IN
5341	144	26	three	three	CD
5341	144	27	or	or	CC
5341	144	28	more	more	JJR
5341	144	29	years	year	NNS
5341	144	30	,	,	,
5341	144	31	it	-PRON-	PRP
5341	144	32	is	be	VBZ
5341	144	33	marked	mark	VBN
5341	144	34	for	for	IN
5341	144	35	cancellation	cancellation	NN
5341	144	36	.	.	.
5341	145	1	At	at	IN
5341	145	2	the	the	DT
5341	145	3	J.	J.	NNP
5341	145	4	N.	N.	NNP
5341	145	5	Desmarais	Desmarais	NNP
5341	145	6	Library	Library	NNP
5341	145	7	,	,	,
5341	145	8	the	the	DT
5341	145	9	average	average	JJ
5341	145	10	cost	cost	NN
5341	145	11	of	of	IN
5341	145	12	an	an	DT
5341	145	13	interlibrary	interlibrary	JJ
5341	145	14	loan	loan	NN
5341	145	15	had	have	VBD
5341	145	16	been	be	VBN
5341	145	17	previously	previously	RB
5341	145	18	calculated	calculate	VBN
5341	145	19	to	to	TO
5341	145	20	be	be	VB
5341	145	21	approximately	approximately	RB
5341	145	22	Can$15.00.42	Can$15.00.42	NNP
5341	145	23	Therefore	therefore	RB
5341	145	24	,	,	,
5341	145	25	subscriptions	subscription	NNS
5341	145	26	recording	record	VBG
5341	145	27	a	a	DT
5341	145	28	“	"	``
5341	145	29	cost	cost	NN
5341	145	30	-	-	HYPH
5341	145	31	per	per	IN
5341	145	32	-	-	HYPH
5341	145	33	download	download	NN
5341	145	34	”	"	''
5341	145	35	greater	great	JJR
5341	145	36	than	than	IN
5341	145	37	the	the	DT
5341	145	38	Can$15.00	can$15.00	NN
5341	145	39	target	target	VBP
5341	145	40	for	for	IN
5341	145	41	more	more	JJR
5341	145	42	than	than	IN
5341	145	43	three	three	CD
5341	145	44	years	year	NNS
5341	145	45	can	can	MD
5341	145	46	be	be	VB
5341	145	47	eliminated	eliminate	VBN
5341	145	48	from	from	IN
5341	145	49	the	the	DT
5341	145	50	collection	collection	NN
5341	145	51	.	.	.
5341	146	1	INFORMATION	INFORMATION	NNP
5341	146	2	TECHNOLOGY	technology	NN
5341	146	3	AND	and	CC
5341	146	4	LIBRARIES	library	NNS
5341	146	5	|	|	NNP
5341	146	6	JUNE	JUNE	NNP
5341	146	7	2014	2014	CD
5341	146	8	40	40	CD
5341	146	9	Any	any	DT
5341	146	10	artificial	artificial	JJ
5341	146	11	increase	increase	NN
5341	146	12	in	in	IN
5341	146	13	the	the	DT
5341	146	14	number	number	NN
5341	146	15	of	of	IN
5341	146	16	downloads	download	NNS
5341	146	17	would	would	MD
5341	146	18	have	have	VB
5341	146	19	as	as	IN
5341	146	20	result	result	NN
5341	146	21	to	to	TO
5341	146	22	artificially	artificially	RB
5341	146	23	lower	lower	VB
5341	146	24	the	the	DT
5341	146	25	cost	cost	NN
5341	146	26	-	-	HYPH
5341	146	27	per	per	IN
5341	146	28	-	-	HYPH
5341	146	29	use	use	NN
5341	146	30	ratio	ratio	NN
5341	146	31	.	.	.
5341	147	1	This	this	DT
5341	147	2	would	would	MD
5341	147	3	reinforce	reinforce	VB
5341	147	4	the	the	DT
5341	147	5	illusion	illusion	NN
5341	147	6	that	that	IN
5341	147	7	a	a	DT
5341	147	8	particular	particular	JJ
5341	147	9	subscription	subscription	NN
5341	147	10	was	be	VBD
5341	147	11	used	use	VBN
5341	147	12	far	far	RB
5341	147	13	more	more	RBR
5341	147	14	than	than	IN
5341	147	15	it	-PRON-	PRP
5341	147	16	really	really	RB
5341	147	17	was	be	VBD
5341	147	18	and	and	CC
5341	147	19	lead	lead	VB
5341	147	20	to	to	IN
5341	147	21	the	the	DT
5341	147	22	false	false	JJ
5341	147	23	belief	belief	NN
5341	147	24	that	that	IN
5341	147	25	it	-PRON-	PRP
5341	147	26	would	would	MD
5341	147	27	be	be	VB
5341	147	28	less	less	RBR
5341	147	29	expensive	expensive	JJ
5341	147	30	to	to	TO
5341	147	31	retain	retain	VB
5341	147	32	rather	rather	RB
5341	147	33	than	than	IN
5341	147	34	rely	rely	VB
5341	147	35	on	on	IN
5341	147	36	interlibrary	interlibrary	JJ
5341	147	37	loan	loan	NN
5341	147	38	services	service	NNS
5341	147	39	.	.	.
5341	148	1	The	the	DT
5341	148	2	true	true	JJ
5341	148	3	cost	cost	NN
5341	148	4	-	-	HYPH
5341	148	5	per	per	IN
5341	148	6	-	-	HYPH
5341	148	7	use	use	NN
5341	148	8	ratio	ratio	NN
5341	148	9	may	may	MD
5341	148	10	be	be	VB
5341	148	11	far	far	RB
5341	148	12	greater	great	JJR
5341	148	13	than	than	IN
5341	148	14	initially	initially	RB
5341	148	15	calculated	calculate	VBN
5341	148	16	.	.	.
5341	149	1	The	the	DT
5341	149	2	unnecessary	unnecessary	JJ
5341	149	3	retention	retention	NN
5341	149	4	of	of	IN
5341	149	5	a	a	DT
5341	149	6	subscription	subscription	NN
5341	149	7	could	could	MD
5341	149	8	prevent	prevent	VB
5341	149	9	the	the	DT
5341	149	10	acquisition	acquisition	NN
5341	149	11	of	of	IN
5341	149	12	another	another	DT
5341	149	13	,	,	,
5341	149	14	more	more	RBR
5341	149	15	relevant	relevant	JJ
5341	149	16	,	,	,
5341	149	17	one	one	CD
5341	149	18	.	.	.
5341	150	1	For	for	IN
5341	150	2	example	example	NN
5341	150	3	,	,	,
5341	150	4	after	after	IN
5341	150	5	adjusting	adjust	VBG
5341	150	6	the	the	DT
5341	150	7	number	number	NN
5341	150	8	of	of	IN
5341	150	9	articles	article	NNS
5341	150	10	downloaded	download	VBN
5341	150	11	from	from	IN
5341	150	12	ScienceDirect	ScienceDirect	NNP
5341	150	13	in	in	IN
5341	150	14	2011	2011	CD
5341	150	15	,	,	,
5341	150	16	the	the	DT
5341	150	17	cost	cost	NN
5341	150	18	-	-	HYPH
5341	150	19	per	per	IN
5341	150	20	-	-	HYPH
5341	150	21	download	download	NN
5341	150	22	ratio	ratio	NN
5341	150	23	increased	increase	VBN
5341	150	24	from	from	IN
5341	150	25	Can$0.74	Can$0.74	NNS
5341	150	26	to	to	IN
5341	150	27	Can$1.59	Can$1.59	NNP
5341	150	28	,	,	,
5341	150	29	a	a	DT
5341	150	30	53	53	CD
5341	150	31	percent	percent	NN
5341	150	32	increase	increase	NN
5341	150	33	.	.	.
5341	151	1	For	for	IN
5341	151	2	the	the	DT
5341	151	3	J.	J.	NNP
5341	151	4	N.	N.	NNP
5341	151	5	Desmarais	Desmarais	NNP
5341	151	6	Library	Library	NNP
5341	151	7	,	,	,
5341	151	8	this	this	DT
5341	151	9	package	package	NN
5341	151	10	was	be	VBD
5341	151	11	obviously	obviously	RB
5341	151	12	not	not	RB
5341	151	13	in	in	IN
5341	151	14	jeopardy	jeopardy	NN
5341	151	15	of	of	IN
5341	151	16	being	be	VBG
5341	151	17	cancelled	cancel	VBN
5341	151	18	.	.	.
5341	152	1	but	but	CC
5341	152	2	a	a	DT
5341	152	3	53	53	CD
5341	152	4	percent	percent	NN
5341	152	5	change	change	NN
5341	152	6	in	in	IN
5341	152	7	the	the	DT
5341	152	8	cost	cost	NN
5341	152	9	-	-	HYPH
5341	152	10	per	per	IN
5341	152	11	-	-	HYPH
5341	152	12	use	use	NN
5341	152	13	ratio	ratio	NN
5341	152	14	for	for	IN
5341	152	15	borderline	borderline	NN
5341	152	16	subscriptions	subscription	NNS
5341	152	17	would	would	MD
5341	152	18	definitely	definitely	RB
5341	152	19	have	have	VB
5341	152	20	been	be	VBN
5341	152	21	affected	affect	VBN
5341	152	22	.	.	.
5341	153	1	It	-PRON-	PRP
5341	153	2	must	must	MD
5341	153	3	also	also	RB
5341	153	4	be	be	VB
5341	153	5	stated	state	VBN
5341	153	6	that	that	IN
5341	153	7	none	none	NN
5341	153	8	of	of	IN
5341	153	9	the	the	DT
5341	153	10	library	library	NN
5341	153	11	’s	’s	POS
5341	153	12	subscriptions	subscription	NNS
5341	153	13	having	have	VBG
5341	153	14	experienced	experience	VBN
5341	153	15	extreme	extreme	JJ
5341	153	16	downloading	downloading	NN
5341	153	17	found	find	VBD
5341	153	18	themselves	-PRON-	PRP
5341	153	19	in	in	IN
5341	153	20	the	the	DT
5341	153	21	position	position	NN
5341	153	22	of	of	IN
5341	153	23	being	be	VBG
5341	153	24	cancelled	cancel	VBN
5341	153	25	after	after	IN
5341	153	26	the	the	DT
5341	153	27	usage	usage	NN
5341	153	28	data	datum	NNS
5341	153	29	had	have	VBD
5341	153	30	been	be	VBN
5341	153	31	corrected	correct	VBN
5341	153	32	for	for	IN
5341	153	33	outliers	outlier	NNS
5341	153	34	.	.	.
5341	154	1	Regardless	regardless	RB
5341	154	2	,	,	,
5341	154	3	it	-PRON-	PRP
5341	154	4	is	be	VBZ
5341	154	5	important	important	JJ
5341	154	6	to	to	TO
5341	154	7	verify	verify	VB
5341	154	8	all	all	DT
5341	154	9	usage	usage	NN
5341	154	10	data	datum	NNS
5341	154	11	prior	prior	RB
5341	154	12	to	to	IN
5341	154	13	any	any	DT
5341	154	14	data	datum	NNS
5341	154	15	analysis	analysis	NN
5341	154	16	to	to	TO
5341	154	17	identify	identify	VB
5341	154	18	and	and	CC
5341	154	19	correct	correct	VB
5341	154	20	for	for	IN
5341	154	21	outliers	outlier	NNS
5341	154	22	.	.	.
5341	155	1	Once	once	IN
5341	155	2	the	the	DT
5341	155	3	outlier	outlier	NN
5341	155	4	detection	detection	NN
5341	155	5	investigation	investigation	NN
5341	155	6	has	have	VBZ
5341	155	7	been	be	VBN
5341	155	8	completed	complete	VBN
5341	155	9	and	and	CC
5341	155	10	any	any	DT
5341	155	11	extreme	extreme	JJ
5341	155	12	values	value	NNS
5341	155	13	replaced	replace	VBN
5341	155	14	by	by	IN
5341	155	15	the	the	DT
5341	155	16	median	median	NN
5341	155	17	,	,	,
5341	155	18	there	there	EX
5341	155	19	would	would	MD
5341	155	20	be	be	VB
5341	155	21	no	no	DT
5341	155	22	further	further	JJ
5341	155	23	need	need	VB
5341	155	24	to	to	TO
5341	155	25	manipulate	manipulate	VB
5341	155	26	the	the	DT
5341	155	27	data	datum	NNS
5341	155	28	in	in	IN
5341	155	29	such	such	PDT
5341	155	30	a	a	DT
5341	155	31	fashion	fashion	NN
5341	155	32	.	.	.
5341	156	1	The	the	DT
5341	156	2	identification	identification	NN
5341	156	3	of	of	IN
5341	156	4	outliers	outlier	NNS
5341	156	5	is	be	VBZ
5341	156	6	a	a	DT
5341	156	7	one	one	CD
5341	156	8	-	-	HYPH
5341	156	9	time	time	NN
5341	156	10	procedure	procedure	NN
5341	156	11	.	.	.
5341	157	1	The	the	DT
5341	157	2	corrected	correct	VBN
5341	157	3	or	or	CC
5341	157	4	cleaned	clean	VBN
5341	157	5	datasets	dataset	NNS
5341	157	6	would	would	MD
5341	157	7	then	then	RB
5341	157	8	become	become	VB
5341	157	9	the	the	DT
5341	157	10	official	official	JJ
5341	157	11	datasets	dataset	NNS
5341	157	12	to	to	TO
5341	157	13	be	be	VB
5341	157	14	used	use	VBN
5341	157	15	for	for	IN
5341	157	16	any	any	DT
5341	157	17	further	further	JJ
5341	157	18	usage	usage	NN
5341	157	19	analyses	analysis	NNS
5341	157	20	.	.	.
5341	158	1	CONCLUSIONS	conclusion	NNS
5341	158	2	Outliers	Outliers	NNPS
5341	158	3	can	can	MD
5341	158	4	have	have	VB
5341	158	5	a	a	DT
5341	158	6	dramatic	dramatic	JJ
5341	158	7	effect	effect	NN
5341	158	8	on	on	IN
5341	158	9	the	the	DT
5341	158	10	analysis	analysis	NN
5341	158	11	of	of	IN
5341	158	12	any	any	DT
5341	158	13	dataset	dataset	NN
5341	158	14	.	.	.
5341	159	1	As	as	IN
5341	159	2	demonstrated	demonstrate	VBN
5341	159	3	here	here	RB
5341	159	4	,	,	,
5341	159	5	the	the	DT
5341	159	6	presence	presence	NN
5341	159	7	of	of	IN
5341	159	8	outliers	outlier	NNS
5341	159	9	can	can	MD
5341	159	10	lead	lead	VB
5341	159	11	to	to	IN
5341	159	12	the	the	DT
5341	159	13	misrepresentation	misrepresentation	NN
5341	159	14	of	of	IN
5341	159	15	usage	usage	NN
5341	159	16	patterns	pattern	NNS
5341	159	17	.	.	.
5341	160	1	They	-PRON-	PRP
5341	160	2	can	can	MD
5341	160	3	artificially	artificially	RB
5341	160	4	inflate	inflate	VB
5341	160	5	average	average	JJ
5341	160	6	values	value	NNS
5341	160	7	and	and	CC
5341	160	8	introduce	introduce	VB
5341	160	9	severe	severe	JJ
5341	160	10	distortion	distortion	NN
5341	160	11	to	to	IN
5341	160	12	any	any	DT
5341	160	13	dataset	dataset	NN
5341	160	14	.	.	.
5341	161	1	Fortunately	fortunately	RB
5341	161	2	,	,	,
5341	161	3	they	-PRON-	PRP
5341	161	4	are	be	VBP
5341	161	5	fairly	fairly	RB
5341	161	6	easy	easy	JJ
5341	161	7	to	to	TO
5341	161	8	identify	identify	VB
5341	161	9	and	and	CC
5341	161	10	remove	remove	VB
5341	161	11	.	.	.
5341	162	1	The	the	DT
5341	162	2	following	follow	VBG
5341	162	3	steps	step	NNS
5341	162	4	were	be	VBD
5341	162	5	used	use	VBN
5341	162	6	to	to	TO
5341	162	7	identify	identify	VB
5341	162	8	outliers	outlier	NNS
5341	162	9	in	in	IN
5341	162	10	JR1	JR1	NNP
5341	162	11	COUNTER-	COUNTER-	NNP
5341	162	12	Compliant	compliant	JJ
5341	162	13	reports	report	NNS
5341	162	14	:	:	:
5341	162	15	1	1	LS
5341	162	16	.	.	.
5341	163	1	Identify	identify	VB
5341	163	2	possible	possible	JJ
5341	163	3	outliers	outlier	NNS
5341	163	4	:	:	:
5341	163	5	Visually	visually	RB
5341	163	6	inspect	inspect	VB
5341	163	7	the	the	DT
5341	163	8	values	value	NNS
5341	163	9	recorded	record	VBN
5341	163	10	in	in	IN
5341	163	11	a	a	DT
5341	163	12	JR1	JR1	NNP
5341	163	13	report	report	NN
5341	163	14	dataset	dataset	NN
5341	163	15	(	(	-LRB-
5341	163	16	Dataset	Dataset	NNP
5341	163	17	1	1	CD
5341	163	18	)	)	-RRB-
5341	163	19	and	and	CC
5341	163	20	mark	mark	VB
5341	163	21	any	any	DT
5341	163	22	extreme	extreme	JJ
5341	163	23	values	value	NNS
5341	163	24	.	.	.
5341	164	1	2	2	LS
5341	164	2	.	.	.
5341	165	1	For	for	IN
5341	165	2	each	each	DT
5341	165	3	suspected	suspect	VBN
5341	165	4	outlier	outlier	NN
5341	165	5	identified	identify	VBN
5341	165	6	,	,	,
5341	165	7	take	take	VB
5341	165	8	the	the	DT
5341	165	9	usage	usage	NN
5341	165	10	values	value	NNS
5341	165	11	for	for	IN
5341	165	12	the	the	DT
5341	165	13	affected	affect	VBN
5341	165	14	e	e	NNP
5341	165	15	-	-	HYPH
5341	165	16	journal	journal	NNP
5341	165	17	title	title	NN
5341	165	18	and	and	CC
5341	165	19	incorporate	incorporate	VB
5341	165	20	them	-PRON-	PRP
5341	165	21	into	into	IN
5341	165	22	a	a	DT
5341	165	23	separate	separate	JJ
5341	165	24	blank	blank	JJ
5341	165	25	spreadsheet	spreadsheet	NN
5341	165	26	(	(	-LRB-
5341	165	27	Dataset	Dataset	NNP
5341	165	28	2	2	CD
5341	165	29	)	)	-RRB-
5341	165	30	.	.	.
5341	166	1	Incorporate	incorporate	VB
5341	166	2	into	into	IN
5341	166	3	Dataset	Dataset	NNP
5341	166	4	2	2	CD
5341	166	5	all	all	DT
5341	166	6	other	other	JJ
5341	166	7	usage	usage	NN
5341	166	8	values	value	NNS
5341	166	9	for	for	IN
5341	166	10	the	the	DT
5341	166	11	affected	affected	JJ
5341	166	12	journal	journal	NN
5341	166	13	from	from	IN
5341	166	14	all	all	DT
5341	166	15	available	available	JJ
5341	166	16	years	year	NNS
5341	166	17	.	.	.
5341	167	1	It	-PRON-	PRP
5341	167	2	is	be	VBZ
5341	167	3	important	important	JJ
5341	167	4	that	that	IN
5341	167	5	Dataset	dataset	NN
5341	167	6	2	2	CD
5341	167	7	contain	contain	VBP
5341	167	8	only	only	RB
5341	167	9	those	those	DT
5341	167	10	values	value	NNS
5341	167	11	for	for	IN
5341	167	12	the	the	DT
5341	167	13	affected	affected	JJ
5341	167	14	journal	journal	NN
5341	167	15	.	.	.
5341	168	1	3	3	LS
5341	168	2	.	.	.
5341	169	1	Test	test	VB
5341	169	2	for	for	IN
5341	169	3	the	the	DT
5341	169	4	outlier	outlier	NN
5341	169	5	:	:	:
5341	169	6	Perform	perform	VB
5341	169	7	Dixon	Dixon	NNP
5341	169	8	Q	Q	NNP
5341	169	9	Test	Test	NNP
5341	169	10	on	on	IN
5341	169	11	the	the	DT
5341	169	12	suspected	suspect	VBN
5341	169	13	outlier	outlier	NN
5341	169	14	to	to	TO
5341	169	15	confirm	confirm	VB
5341	169	16	or	or	CC
5341	169	17	disprove	disprove	VB
5341	169	18	existence	existence	NN
5341	169	19	of	of	IN
5341	169	20	the	the	DT
5341	169	21	outlier	outlier	NN
5341	169	22	.	.	.
5341	170	1	4	4	LS
5341	170	2	.	.	.
5341	171	1	If	if	IN
5341	171	2	the	the	DT
5341	171	3	suspected	suspect	VBN
5341	171	4	outlier	outlier	NN
5341	171	5	tests	test	NNS
5341	171	6	as	as	IN
5341	171	7	positive	positive	JJ
5341	171	8	,	,	,
5341	171	9	calculate	calculate	VB
5341	171	10	the	the	DT
5341	171	11	median	median	NN
5341	171	12	of	of	IN
5341	171	13	Dataset	Dataset	NNP
5341	171	14	2	2	CD
5341	171	15	.	.	.
5341	172	1	5	5	CD
5341	172	2	.	.	.
5341	173	1	Replace	replace	VB
5341	173	2	the	the	DT
5341	173	3	outlier	outlier	NN
5341	173	4	in	in	IN
5341	173	5	Dataset	Dataset	NNP
5341	173	6	1	1	CD
5341	173	7	with	with	IN
5341	173	8	the	the	DT
5341	173	9	median	median	NN
5341	173	10	calculated	calculate	VBN
5341	173	11	from	from	IN
5341	173	12	Dataset	Dataset	NNP
5341	173	13	2	2	CD
5341	173	14	.	.	.
5341	174	1	6	6	CD
5341	174	2	.	.	.
5341	175	1	Perform	perform	VB
5341	175	2	steps	step	NNS
5341	175	3	1	1	CD
5341	175	4	through	through	IN
5341	175	5	5	5	CD
5341	175	6	for	for	IN
5341	175	7	any	any	DT
5341	175	8	other	other	JJ
5341	175	9	suspected	suspect	VBN
5341	175	10	outliers	outlier	NNS
5341	175	11	in	in	IN
5341	175	12	Dataset	Dataset	NNP
5341	175	13	1	1	CD
5341	175	14	.	.	.
5341	176	1	7	7	LS
5341	176	2	.	.	.
5341	177	1	The	the	DT
5341	177	2	corrected	correct	VBN
5341	177	3	values	value	NNS
5341	177	4	in	in	IN
5341	177	5	Dataset	Dataset	NNP
5341	177	6	1	1	CD
5341	177	7	will	will	MD
5341	177	8	become	become	VB
5341	177	9	the	the	DT
5341	177	10	official	official	JJ
5341	177	11	values	value	NNS
5341	177	12	and	and	CC
5341	177	13	will	will	MD
5341	177	14	be	be	VB
5341	177	15	used	use	VBN
5341	177	16	for	for	IN
5341	177	17	all	all	DT
5341	177	18	subsequent	subsequent	JJ
5341	177	19	usage	usage	NN
5341	177	20	data	data	NN
5341	177	21	analysis	analysis	NN
5341	177	22	.	.	.
5341	178	1	THE	the	DT
5341	178	2	IMPORTANCE	importance	NN
5341	178	3	OF	of	IN
5341	178	4	IDENTIFYING	identifying	NN
5341	178	5	AND	and	CC
5341	178	6	ACCOMMODATING	accommodating	NN
5341	178	7	E	e	NN
5341	178	8	-	-	HYPH
5341	178	9	RESOURCES	resources	JJ
5341	178	10	USAGE	usage	NN
5341	178	11	DATA	datum	NNS
5341	178	12	FOR	for	IN
5341	178	13	THE	the	DT
5341	178	14	PRESENCE	presence	NN
5341	178	15	OF	of	IN
5341	178	16	OUTLIERS	outlier	NNS
5341	178	17	|	|	CD
5341	178	18	LAMOTHE	LAMOTHE	NNP
5341	178	19	41	41	CD
5341	178	20	The	the	DT
5341	178	21	identification	identification	NN
5341	178	22	and	and	CC
5341	178	23	removal	removal	NN
5341	178	24	of	of	IN
5341	178	25	outliers	outlier	NNS
5341	178	26	had	have	VBD
5341	178	27	a	a	DT
5341	178	28	noticeable	noticeable	JJ
5341	178	29	effect	effect	NN
5341	178	30	on	on	IN
5341	178	31	the	the	DT
5341	178	32	usage	usage	NN
5341	178	33	statistics	statistic	NNS
5341	178	34	for	for	IN
5341	178	35	J.	J.	NNP
5341	178	36	N.	N.	NNP
5341	178	37	Desmarais	Desmarais	NNP
5341	178	38	Library	Library	NNP
5341	178	39	’s	’s	POS
5341	178	40	e	e	NNP
5341	178	41	-	-	NNP
5341	178	42	journal	journal	NNP
5341	178	43	collection	collection	NN
5341	178	44	.	.	.
5341	179	1	Outliers	outlier	NNS
5341	179	2	represented	represent	VBD
5341	179	3	over	over	IN
5341	179	4	100,000	100,000	CD
5341	179	5	erroneous	erroneous	JJ
5341	179	6	downloaded	download	VBN
5341	179	7	articles	article	NNS
5341	179	8	in	in	IN
5341	179	9	2010	2010	CD
5341	179	10	and	and	CC
5341	179	11	nearly	nearly	RB
5341	179	12	200,000	200,000	CD
5341	179	13	in	in	IN
5341	179	14	2011	2011	CD
5341	179	15	.	.	.
5341	180	1	A	a	DT
5341	180	2	total	total	NN
5341	180	3	of	of	IN
5341	180	4	20	20	CD
5341	180	5	percent	percent	NN
5341	180	6	of	of	IN
5341	180	7	recorded	record	VBN
5341	180	8	downloads	download	NNS
5341	180	9	in	in	IN
5341	180	10	2011	2011	CD
5341	180	11	were	be	VBD
5341	180	12	anomalous	anomalous	JJ
5341	180	13	,	,	,
5341	180	14	and	and	CC
5341	180	15	in	in	IN
5341	180	16	all	all	DT
5341	180	17	likelihood	likelihood	NN
5341	180	18	a	a	DT
5341	180	19	result	result	NN
5341	180	20	of	of	IN
5341	180	21	illicit	illicit	NN
5341	180	22	downloading	download	VBG
5341	180	23	after	after	IN
5341	180	24	Laurentian	Laurentian	NNP
5341	180	25	University	University	NNP
5341	180	26	’s	’s	POS
5341	180	27	EZProxy	EZProxy	NNP
5341	180	28	server	server	NN
5341	180	29	was	be	VBD
5341	180	30	breached	breach	VBN
5341	180	31	.	.	.
5341	181	1	New	new	JJ
5341	181	2	technologies	technology	NNS
5341	181	3	have	have	VBP
5341	181	4	made	make	VBN
5341	181	5	digital	digital	JJ
5341	181	6	content	content	NN
5341	181	7	easily	easily	RB
5341	181	8	available	available	JJ
5341	181	9	on	on	IN
5341	181	10	the	the	DT
5341	181	11	web	web	NN
5341	181	12	,	,	,
5341	181	13	which	which	WDT
5341	181	14	has	have	VBZ
5341	181	15	caused	cause	VBN
5341	181	16	serious	serious	JJ
5341	181	17	concern	concern	NN
5341	181	18	for	for	IN
5341	181	19	both	both	DT
5341	181	20	publishers43	publishers43	NNS
5341	181	21	and	and	CC
5341	181	22	institutions	institution	NNS
5341	181	23	of	of	IN
5341	181	24	higher	high	JJR
5341	181	25	learning	learning	NN
5341	181	26	,	,	,
5341	181	27	which	which	WDT
5341	181	28	have	have	VBP
5341	181	29	been	be	VBN
5341	181	30	experiencing	experience	VBG
5341	181	31	an	an	DT
5341	181	32	increase	increase	NN
5341	181	33	is	be	VBZ
5341	181	34	illicit	illicit	JJ
5341	181	35	attacks.44	attacks.44	NNP
5341	181	36	The	the	DT
5341	181	37	history	history	NN
5341	181	38	of	of	IN
5341	181	39	Napster	Napster	NNP
5341	181	40	supports	support	VBZ
5341	181	41	the	the	DT
5341	181	42	argument	argument	NN
5341	181	43	that	that	IN
5341	181	44	users	user	NNS
5341	181	45	“	"	``
5341	181	46	will	will	MD
5341	181	47	freely	freely	RB
5341	181	48	steal	steal	VB
5341	181	49	content	content	NN
5341	181	50	when	when	WRB
5341	181	51	given	give	VBN
5341	181	52	the	the	DT
5341	181	53	opportunity	opportunity	NN
5341	181	54	.	.	.
5341	181	55	”45	”45	''
5341	181	56	Since	since	IN
5341	181	57	web	web	NN
5341	181	58	robot	robot	NN
5341	181	59	traffic	traffic	NN
5341	181	60	will	will	MD
5341	181	61	continue	continue	VB
5341	181	62	to	to	TO
5341	181	63	grow	grow	VB
5341	181	64	in	in	IN
5341	181	65	pace	pace	NN
5341	181	66	with	with	IN
5341	181	67	the	the	DT
5341	181	68	Internet	internet	NN
5341	181	69	,	,	,
5341	181	70	it	-PRON-	PRP
5341	181	71	is	be	VBZ
5341	181	72	critical	critical	JJ
5341	181	73	that	that	IN
5341	181	74	this	this	DT
5341	181	75	traffic	traffic	NN
5341	181	76	be	be	VB
5341	181	77	factored	factor	VBN
5341	181	78	into	into	IN
5341	181	79	the	the	DT
5341	181	80	performance	performance	NN
5341	181	81	and	and	CC
5341	181	82	protection	protection	NN
5341	181	83	of	of	IN
5341	181	84	any	any	DT
5341	181	85	web	web	NN
5341	181	86	servers.46	servers.46	NNP
5341	181	87	REFERENCES	REFERENCES	NNP
5341	181	88	1	1	CD
5341	181	89	.	.	.
5341	182	1	Victoria	Victoria	NNP
5341	182	2	J.	J.	NNP
5341	182	3	Hodge	Hodge	NNP
5341	182	4	and	and	CC
5341	182	5	Jim	Jim	NNP
5341	182	6	Austin	Austin	NNP
5341	182	7	,	,	,
5341	182	8	“	"	``
5341	182	9	A	a	DT
5341	182	10	Survey	Survey	NNP
5341	182	11	of	of	IN
5341	182	12	Outlier	Outlier	NNP
5341	182	13	Detection	Detection	NNP
5341	182	14	Methodologies	Methodologies	NNPS
5341	182	15	,	,	,
5341	182	16	”	"	''
5341	182	17	Artificial	Artificial	NNP
5341	182	18	Intelligence	Intelligence	NNP
5341	182	19	Review	Review	NNP
5341	182	20	85	85	CD
5341	182	21	(	(	-LRB-
5341	182	22	2004	2004	CD
5341	182	23	)	)	-RRB-
5341	182	24	:	:	:
5341	182	25	85–126	85–126	NNP
5341	182	26	,	,	,
5341	182	27	http://dx.doi.org/10.1023/B:AIRE.0000045502.10941.a9	http://dx.doi.org/10.1023/b:aire.0000045502.10941.a9	UH
5341	182	28	;	;	:
5341	182	29	Patrick	Patrick	NNP
5341	182	30	H.	H.	NNP
5341	182	31	Menold	Menold	NNP
5341	182	32	,	,	,
5341	182	33	Ronald	Ronald	NNP
5341	182	34	K.	K.	NNP
5341	182	35	Pearson	Pearson	NNP
5341	182	36	,	,	,
5341	182	37	and	and	CC
5341	182	38	Frank	Frank	NNP
5341	182	39	Allgöwer	Allgöwer	NNP
5341	182	40	,	,	,
5341	182	41	“	"	``
5341	182	42	Online	Online	NNP
5341	182	43	Outlier	Outlier	NNP
5341	182	44	Detection	Detection	NNP
5341	182	45	and	and	CC
5341	182	46	Removal	Removal	NNP
5341	182	47	,	,	,
5341	182	48	”	"	''
5341	182	49	in	in	IN
5341	182	50	Proceedings	Proceedings	NNP
5341	182	51	of	of	IN
5341	182	52	the	the	DT
5341	182	53	7th	7th	JJ
5341	182	54	Mediterranean	Mediterranean	NNP
5341	182	55	Conference	Conference	NNP
5341	182	56	on	on	IN
5341	182	57	Control	Control	NNP
5341	182	58	and	and	CC
5341	182	59	Automation	Automation	NNP
5341	182	60	(	(	-LRB-
5341	182	61	MED99	med99	NN
5341	182	62	)	)	-RRB-
5341	182	63	Haifa	Haifa	NNP
5341	182	64	,	,	,
5341	182	65	Israel	Israel	NNP
5341	182	66	—	—	:
5341	182	67	June	June	NNP
5341	182	68	28	28	CD
5341	182	69	-	-	SYM
5341	182	70	30	30	CD
5341	182	71	,	,	,
5341	182	72	1999	1999	CD
5341	182	73	(	(	-LRB-
5341	182	74	Haifa	Haifa	NNP
5341	182	75	,	,	,
5341	182	76	Israel	Israel	NNP
5341	182	77	:	:	:
5341	182	78	IEEE	IEEE	NNP
5341	182	79	,	,	,
5341	182	80	1999	1999	CD
5341	182	81	)	)	-RRB-
5341	182	82	:	:	:
5341	182	83	1110–30	1110–30	CD
5341	182	84	.	.	.
5341	183	1	2	2	LS
5341	183	2	.	.	.
5341	184	1	Hodge	Hodge	NNP
5341	184	2	and	and	CC
5341	184	3	Austin	Austin	NNP
5341	184	4	,	,	,
5341	184	5	“	"	``
5341	184	6	A	a	DT
5341	184	7	Survey	Survey	NNP
5341	184	8	of	of	IN
5341	184	9	Outlier	Outlier	NNP
5341	184	10	Detection	Detection	NNP
5341	184	11	Methodologies	Methodologies	NNPS
5341	184	12	,	,	,
5341	184	13	”	"	''
5341	184	14	85–126	85–126	NN
5341	184	15	.	.	.
5341	185	1	3	3	LS
5341	185	2	.	.	.
5341	186	1	Vic	Vic	NNP
5341	186	2	Barnett	Barnett	NNP
5341	186	3	and	and	CC
5341	186	4	Toby	Toby	NNP
5341	186	5	Lewis	Lewis	NNP
5341	186	6	,	,	,
5341	186	7	Outliers	Outliers	NNPS
5341	186	8	in	in	IN
5341	186	9	Statistical	Statistical	NNP
5341	186	10	Data	Data	NNP
5341	186	11	(	(	-LRB-
5341	186	12	New	New	NNP
5341	186	13	York	York	NNP
5341	186	14	:	:	:
5341	186	15	Wiley	Wiley	NNP
5341	186	16	,	,	,
5341	186	17	1994	1994	CD
5341	186	18	)	)	-RRB-
5341	186	19	.	.	.
5341	187	1	4	4	LS
5341	187	2	.	.	.
5341	188	1	Hodge	Hodge	NNP
5341	188	2	and	and	CC
5341	188	3	Austin	Austin	NNP
5341	188	4	,	,	,
5341	188	5	“	"	``
5341	188	6	A	a	DT
5341	188	7	Survey	Survey	NNP
5341	188	8	of	of	IN
5341	188	9	Outlier	Outlier	NNP
5341	188	10	Detection	Detection	NNP
5341	188	11	Methodologies	Methodologies	NNPS
5341	188	12	,	,	,
5341	188	13	”	"	''
5341	188	14	85–126	85–126	NN
5341	188	15	;	;	:
5341	188	16	R.	R.	NNP
5341	188	17	S.	S.	NNP
5341	188	18	Witte	Witte	NNP
5341	188	19	and	and	CC
5341	188	20	J.	J.	NNP
5341	188	21	S.	S.	NNP
5341	188	22	Witte	Witte	NNP
5341	188	23	,	,	,
5341	188	24	Statistics	Statistics	NNP
5341	188	25	(	(	-LRB-
5341	188	26	New	New	NNP
5341	188	27	York	York	NNP
5341	188	28	:	:	:
5341	188	29	Wiley	Wiley	NNP
5341	188	30	,	,	,
5341	188	31	2004	2004	CD
5341	188	32	)	)	-RRB-
5341	188	33	;	;	:
5341	188	34	Menold	Menold	NNP
5341	188	35	et	et	NNP
5341	188	36	al	al	NNP
5341	188	37	.	.	NNP
5341	188	38	,	,	,
5341	188	39	“	"	``
5341	188	40	Online	Online	NNP
5341	188	41	Outlier	Outlier	NNP
5341	188	42	Detection	Detection	NNP
5341	188	43	and	and	CC
5341	188	44	Removal	Removal	NNP
5341	188	45	,	,	,
5341	188	46	”	"	''
5341	188	47	1110–30	1110–30	CD
5341	188	48	.	.	.
5341	189	1	5	5	CD
5341	189	2	.	.	.
5341	190	1	Menold	Menold	NNP
5341	190	2	et	et	FW
5341	190	3	al	al	NNP
5341	190	4	.	.	NNP
5341	190	5	,	,	,
5341	190	6	“	"	``
5341	190	7	Online	Online	NNP
5341	190	8	Outlier	Outlier	NNP
5341	190	9	Detection	Detection	NNP
5341	190	10	and	and	CC
5341	190	11	Removal	Removal	NNP
5341	190	12	,	,	,
5341	190	13	”	"	''
5341	190	14	1110–30	1110–30	CD
5341	190	15	.	.	.
5341	191	1	6	6	CD
5341	191	2	.	.	.
5341	192	1	Hodge	Hodge	NNP
5341	192	2	and	and	CC
5341	192	3	Austin	Austin	NNP
5341	192	4	,	,	,
5341	192	5	“	"	``
5341	192	6	A	a	DT
5341	192	7	Survey	Survey	NNP
5341	192	8	of	of	IN
5341	192	9	Outlier	Outlier	NNP
5341	192	10	Detection	Detection	NNP
5341	192	11	Methodologies	Methodologies	NNPS
5341	192	12	,	,	,
5341	192	13	”	"	''
5341	192	14	85–126	85–126	NN
5341	192	15	.	.	.
5341	193	1	7	7	LS
5341	193	2	.	.	.
5341	194	1	Laurentian	Laurentian	NNP
5341	194	2	University	University	NNP
5341	194	3	(	(	-LRB-
5341	194	4	Sudbury	Sudbury	NNP
5341	194	5	,	,	,
5341	194	6	Canada	Canada	NNP
5341	194	7	)	)	-RRB-
5341	194	8	is	be	VBZ
5341	194	9	classified	classify	VBN
5341	194	10	as	as	IN
5341	194	11	a	a	DT
5341	194	12	medium	medium	JJ
5341	194	13	multi	multi	JJ
5341	194	14	-	-	JJ
5341	194	15	campus	campus	JJ
5341	194	16	university	university	NN
5341	194	17	.	.	.
5341	195	1	Total	total	JJ
5341	195	2	2012	2012	CD
5341	195	3	full	full	JJ
5341	195	4	-	-	HYPH
5341	195	5	time	time	NN
5341	195	6	student	student	NN
5341	195	7	population	population	NN
5341	195	8	was	be	VBD
5341	195	9	6,863	6,863	CD
5341	195	10	,	,	,
5341	195	11	of	of	IN
5341	195	12	which	which	WDT
5341	195	13	403	403	CD
5341	195	14	were	be	VBD
5341	195	15	enrolled	enrol	VBN
5341	195	16	in	in	IN
5341	195	17	graduate	graduate	JJ
5341	195	18	programs	program	NNS
5341	195	19	.	.	.
5341	196	1	In	in	IN
5341	196	2	addition	addition	NN
5341	196	3	,	,	,
5341	196	4	2012	2012	CD
5341	196	5	part	part	JJ
5341	196	6	-	-	HYPH
5341	196	7	time	time	NN
5341	196	8	student	student	NN
5341	196	9	population	population	NN
5341	196	10	was	be	VBD
5341	196	11	2,652	2,652	CD
5341	196	12	with	with	IN
5341	196	13	428	428	CD
5341	196	14	enrolled	enrol	VBN
5341	196	15	in	in	IN
5341	196	16	graduate	graduate	JJ
5341	196	17	programs	program	NNS
5341	196	18	.	.	.
5341	197	1	Also	also	RB
5341	197	2	in	in	IN
5341	197	3	2012	2012	CD
5341	197	4	,	,	,
5341	197	5	the	the	DT
5341	197	6	university	university	NN
5341	197	7	employed	employ	VBD
5341	197	8	399	399	CD
5341	197	9	full	full	JJ
5341	197	10	-	-	HYPH
5341	197	11	time	time	NN
5341	197	12	teaching	teaching	NN
5341	197	13	and	and	CC
5341	197	14	research	research	NN
5341	197	15	faculty	faculty	NN
5341	197	16	members	member	NNS
5341	197	17	.	.	.
5341	198	1	Academic	academic	JJ
5341	198	2	programs	program	NNS
5341	198	3	cover	cover	VBP
5341	198	4	a	a	DT
5341	198	5	multiple	multiple	NN
5341	198	6	of	of	IN
5341	198	7	fields	field	NNS
5341	198	8	in	in	IN
5341	198	9	the	the	DT
5341	198	10	sciences	science	NNS
5341	198	11	,	,	,
5341	198	12	social	social	JJ
5341	198	13	sciences	sciences	NNPS
5341	198	14	,	,	,
5341	198	15	and	and	CC
5341	198	16	humanities	humanity	NNS
5341	198	17	and	and	CC
5341	198	18	offers	offer	VBZ
5341	198	19	60	60	CD
5341	198	20	undergraduate	undergraduate	JJ
5341	198	21	,	,	,
5341	198	22	17	17	CD
5341	198	23	master	master	NN
5341	198	24	’s	’s	POS
5341	198	25	,	,	,
5341	198	26	and	and	CC
5341	198	27	7	7	CD
5341	198	28	doctoral	doctoral	JJ
5341	198	29	degrees	degree	NNS
5341	198	30	.	.	.
5341	199	1	8	8	LS
5341	199	2	.	.	.
5341	200	1	Alain	Alain	NNP
5341	200	2	R.	R.	NNP
5341	200	3	Lamothe	Lamothe	NNP
5341	200	4	,	,	,
5341	200	5	“	"	``
5341	200	6	Factors	factor	NNS
5341	200	7	Influencing	Influencing	NNP
5341	200	8	Usage	Usage	NNP
5341	200	9	of	of	IN
5341	200	10	an	an	DT
5341	200	11	Electronic	Electronic	NNP
5341	200	12	Journal	Journal	NNP
5341	200	13	Collection	Collection	NNP
5341	200	14	at	at	IN
5341	200	15	a	a	DT
5341	200	16	Medium-	Medium-	NNP
5341	200	17	Size	Size	NNP
5341	200	18	University	University	NNP
5341	200	19	:	:	:
5341	200	20	An	an	DT
5341	200	21	Eleven	Eleven	NNP
5341	200	22	-	-	HYPH
5341	200	23	Year	Year	NNP
5341	200	24	Study	Study	NNP
5341	200	25	,	,	,
5341	200	26	”	"	''
5341	200	27	Partnership	partnership	NN
5341	200	28	:	:	:
5341	200	29	The	the	DT
5341	200	30	Canadian	Canadian	NNP
5341	200	31	Journal	Journal	NNP
5341	200	32	of	of	IN
5341	200	33	Library	Library	NNP
5341	200	34	and	and	CC
5341	200	35	Information	Information	NNP
5341	200	36	Practice	Practice	NNP
5341	200	37	and	and	CC
5341	200	38	Research	Research	NNP
5341	200	39	7	7	CD
5341	200	40	,	,	,
5341	200	41	no	no	UH
5341	200	42	.	.	.
5341	201	1	1	1	CD
5341	201	2	(	(	-LRB-
5341	201	3	2012	2012	CD
5341	201	4	)	)	-RRB-
5341	201	5	,	,	,
5341	201	6	https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.U36phvmSy0J.	https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.U36phvmSy0J.	NNP
5341	202	1	https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.U36phvmSy0J	https://journal.lib.uoguelph.ca/index.php/perj/article/view/1472#.u36phvmsy0j	UH
5341	202	2	INFORMATION	information	NN
5341	202	3	TECHNOLOGY	TECHNOLOGY	NNP
5341	202	4	AND	and	CC
5341	202	5	LIBRARIES	LIBRARIES	NNP
5341	202	6	|	|	NNP
5341	202	7	JUNE	JUNE	NNP
5341	202	8	2014	2014	CD
5341	202	9	42	42	CD
5341	202	10	9	9	CD
5341	202	11	.	.	.
5341	203	1	Ben	Ben	NNP
5341	203	2	Tremblay	Tremblay	NNP
5341	203	3	,	,	,
5341	203	4	“	"	``
5341	203	5	Web	Web	NNP
5341	203	6	Bot	bot	NN
5341	203	7	—	—	:
5341	203	8	What	what	WP
5341	203	9	is	be	VBZ
5341	203	10	it	-PRON-	PRP
5341	203	11	?	?	.
5341	204	1	Can	Can	MD
5341	204	2	It	-PRON-	PRP
5341	204	3	Predict	predict	VB
5341	204	4	Stuff	stuff	NN
5341	204	5	?	?	.
5341	204	6	”	"	''
5341	204	7	Daily	daily	JJ
5341	204	8	Common	common	JJ
5341	204	9	Sense	sense	NN
5341	204	10	:	:	:
5341	204	11	Scams	Scams	NNP
5341	204	12	,	,	,
5341	204	13	Science	Science	NNP
5341	204	14	and	and	CC
5341	204	15	More	More	JJR
5341	204	16	(	(	-LRB-
5341	204	17	blog	blog	NN
5341	204	18	)	)	-RRB-
5341	204	19	,	,	,
5341	204	20	January	January	NNP
5341	204	21	24	24	CD
5341	204	22	,	,	,
5341	204	23	2008	2008	CD
5341	204	24	,	,	,
5341	204	25	http://www.dailycommonsense.com/web-bot-	http://www.dailycommonsense.com/web-bot-	ADD
5341	204	26	what	what	WP
5341	204	27	-	-	HYPH
5341	204	28	is	be	VBZ
5341	204	29	-	-	HYPH
5341	204	30	it	-PRON-	PRP
5341	204	31	-	-	HYPH
5341	204	32	can	can	MD
5341	204	33	-	-	HYPH
5341	204	34	it	-PRON-	PRP
5341	204	35	-	-	HYPH
5341	204	36	predict	predict	JJ
5341	204	37	-	-	HYPH
5341	204	38	stuff/.	stuff/.	NN
5341	205	1	10	10	CD
5341	205	2	.	.	.
5341	206	1	Derek	Derek	NNP
5341	206	2	Doran	Doran	NNP
5341	206	3	and	and	CC
5341	206	4	Swapna	Swapna	NNP
5341	206	5	S.	S.	NNP
5341	206	6	Gokhale	Gokhale	NNP
5341	206	7	,	,	,
5341	206	8	“	"	``
5341	206	9	Web	web	NN
5341	206	10	Robot	robot	NN
5341	206	11	Detection	detection	NN
5341	206	12	Techniques	Techniques	NNPS
5341	206	13	:	:	:
5341	206	14	Overview	Overview	NNP
5341	206	15	and	and	CC
5341	206	16	Limitations	Limitations	NNPS
5341	206	17	,	,	,
5341	206	18	”	"	''
5341	206	19	Data	Data	NNP
5341	206	20	Mining	Mining	NNP
5341	206	21	and	and	CC
5341	206	22	Knowledge	Knowledge	NNP
5341	206	23	Discovery	Discovery	NNP
5341	206	24	22	22	CD
5341	206	25	(	(	-LRB-
5341	206	26	2011	2011	CD
5341	206	27	)	)	-RRB-
5341	206	28	:	:	:
5341	206	29	183–210	183–210	CD
5341	206	30	,	,	,
5341	206	31	http://dx.doi.org/10.1007/s10618-010-0180-z	http://dx.doi.org/10.1007/s10618-010-0180-z	ADD
5341	206	32	.	.	.
5341	207	1	11	11	CD
5341	207	2	.	.	.
5341	208	1	C.	C.	NNP
5341	208	2	Lee	Lee	NNP
5341	208	3	Giles	Giles	NNP
5341	208	4	,	,	,
5341	208	5	Yang	Yang	NNP
5341	208	6	Sun	Sun	NNP
5341	208	7	,	,	,
5341	208	8	and	and	CC
5341	208	9	Isaac	Isaac	NNP
5341	208	10	G.	G.	NNP
5341	208	11	Councill	Councill	NNP
5341	208	12	,	,	,
5341	208	13	“	"	``
5341	208	14	Measuring	measure	VBG
5341	208	15	the	the	DT
5341	208	16	Web	Web	NNP
5341	208	17	Crawler	Crawler	NNP
5341	208	18	Ethics	Ethics	NNP
5341	208	19	,	,	,
5341	208	20	”	"	''
5341	208	21	in	in	IN
5341	208	22	WWW	WWW	NNP
5341	208	23	2010	2010	CD
5341	208	24	Proceedings	proceeding	NNS
5341	208	25	of	of	IN
5341	208	26	the	the	DT
5341	208	27	19th	19th	JJ
5341	208	28	International	International	NNP
5341	208	29	Conference	Conference	NNP
5341	208	30	on	on	IN
5341	208	31	World	World	NNP
5341	208	32	Wide	Wide	NNP
5341	208	33	Web	Web	NNP
5341	208	34	(	(	-LRB-
5341	208	35	Raleigh	Raleigh	NNP
5341	208	36	,	,	,
5341	208	37	NC	NC	NNP
5341	208	38	:	:	:
5341	208	39	International	International	NNP
5341	208	40	World	World	NNP
5341	208	41	Wide	wide	JJ
5341	208	42	Web	web	NN
5341	208	43	Conferences	Conferences	NNPS
5341	208	44	Steering	Steering	NNP
5341	208	45	Committee	Committee	NNP
5341	208	46	,	,	,
5341	208	47	2010	2010	CD
5341	208	48	)	)	-RRB-
5341	208	49	:	:	:
5341	208	50	1101–2	1101–2	CD
5341	208	51	,	,	,
5341	208	52	http://dx.doi.org/10.1145/17772690.1772824	http://dx.doi.org/10.1145/17772690.1772824	NNP
5341	208	53	.	.	.
5341	209	1	12	12	CD
5341	209	2	.	.	.
5341	210	1	Shinil	Shinil	NNP
5341	210	2	Kwon	Kwon	NNP
5341	210	3	,	,	,
5341	210	4	Kim	Kim	NNP
5341	210	5	Young	Young	NNP
5341	210	6	-	-	HYPH
5341	210	7	Gab	Gab	NNP
5341	210	8	,	,	,
5341	210	9	and	and	CC
5341	210	10	Sungdeok	Sungdeok	NNP
5341	210	11	Cha	Cha	NNP
5341	210	12	,	,	,
5341	210	13	“	"	``
5341	210	14	Web	Web	NNP
5341	210	15	Robot	Robot	NNP
5341	210	16	Detection	detection	NN
5341	210	17	Based	base	VBN
5341	210	18	on	on	IN
5341	210	19	Pattern-	Pattern-	NNP
5341	210	20	Matching	Matching	NNP
5341	210	21	Technique	Technique	NNP
5341	210	22	,	,	,
5341	210	23	”	"	''
5341	210	24	Journal	Journal	NNP
5341	210	25	of	of	IN
5341	210	26	Information	Information	NNP
5341	210	27	Science	Science	NNP
5341	210	28	38	38	CD
5341	210	29	(	(	-LRB-
5341	210	30	2012	2012	CD
5341	210	31	)	)	-RRB-
5341	210	32	:	:	:
5341	210	33	118–26	118–26	CD
5341	210	34	,	,	,
5341	210	35	http://dx.doi.org/10.1177/0165551511435969	http://dx.doi.org/10.1177/0165551511435969	ADD
5341	210	36	.	.	.
5341	211	1	13	13	CD
5341	211	2	.	.	.
5341	212	1	David	David	NNP
5341	212	2	Watson	Watson	NNP
5341	212	3	,	,	,
5341	212	4	“	"	``
5341	212	5	The	the	DT
5341	212	6	Evolution	Evolution	NNP
5341	212	7	of	of	IN
5341	212	8	Web	Web	NNP
5341	212	9	Application	Application	NNP
5341	212	10	Attacks	Attacks	NNPS
5341	212	11	,	,	,
5341	212	12	”	"	''
5341	212	13	Network	Network	NNP
5341	212	14	Security	Security	NNP
5341	212	15	(	(	-LRB-
5341	212	16	2007	2007	CD
5341	212	17	)	)	-RRB-
5341	212	18	:	:	:
5341	212	19	7–12	7–12	NN
5341	212	20	,	,	,
5341	212	21	http://dx.doi.org/10.1016/S1353-4858(08)70039-4	http://dx.doi.org/10.1016/S1353-4858(08)70039-4	NNP
5341	212	22	.	.	.
5341	213	1	14	14	CD
5341	213	2	.	.	.
5341	214	1	Eric	Eric	NNP
5341	214	2	Kin	Kin	NNP
5341	214	3	-	-	HYPH
5341	214	4	wai	wai	NNP
5341	214	5	Lau	Lau	NNP
5341	214	6	,	,	,
5341	214	7	“	"	``
5341	214	8	Factors	factor	NNS
5341	214	9	Motivating	Motivating	NNP
5341	214	10	People	People	NNS
5341	214	11	toward	toward	IN
5341	214	12	Pirated	Pirated	NNP
5341	214	13	Software	Software	NNP
5341	214	14	,	,	,
5341	214	15	”	"	''
5341	214	16	Qualitative	Qualitative	NNP
5341	214	17	Market	Market	NNP
5341	214	18	Research	Research	NNP
5341	214	19	9	9	CD
5341	214	20	(	(	-LRB-
5341	214	21	2006	2006	CD
5341	214	22	)	)	-RRB-
5341	214	23	:	:	:
5341	214	24	404–19	404–19	CD
5341	214	25	,	,	,
5341	214	26	http://dx.doi.org/1108/13522750610689113	http://dx.doi.org/1108/13522750610689113	NNP
5341	214	27	.	.	.
5341	215	1	15	15	CD
5341	215	2	.	.	.
5341	216	1	Huan	Huan	NNP
5341	216	2	-	-	HYPH
5341	216	3	Chueh	Chueh	NNP
5341	216	4	Wu	Wu	NNP
5341	216	5	et	et	NNP
5341	216	6	al	al	NNP
5341	216	7	.	.	NNP
5341	216	8	,	,	,
5341	216	9	“	"	``
5341	216	10	College	College	NNP
5341	216	11	Students	Students	NNP
5341	216	12	’	’	POS
5341	216	13	Misunderstanding	misunderstand	VBG
5341	216	14	about	about	IN
5341	216	15	Copyright	Copyright	NNP
5341	216	16	Laws	Laws	NNPS
5341	216	17	for	for	IN
5341	216	18	Digital	Digital	NNP
5341	216	19	Library	Library	NNP
5341	216	20	Resources	Resources	NNPS
5341	216	21	,	,	,
5341	216	22	”	"	''
5341	216	23	Electronic	Electronic	NNP
5341	216	24	Library	Library	NNP
5341	216	25	28	28	CD
5341	216	26	(	(	-LRB-
5341	216	27	2010	2010	CD
5341	216	28	)	)	-RRB-
5341	216	29	:	:	:
5341	216	30	197–209	197–209	CD
5341	216	31	,	,	,
5341	216	32	http://dx.doi.org/10.1108/02640471011033576	http://dx.doi.org/10.1108/02640471011033576	ADD
5341	216	33	.	.	.
5341	217	1	16	16	CD
5341	217	2	.	.	.
5341	218	1	Ibid	ibid	RB
5341	218	2	.	.	.
5341	219	1	17	17	CD
5341	219	2	.	.	.
5341	220	1	Ibid	ibid	RB
5341	220	2	.	.	.
5341	221	1	18	18	CD
5341	221	2	.	.	.
5341	222	1	Emma	Emma	NNP
5341	222	2	McCulloch	McCulloch	NNP
5341	222	3	,	,	,
5341	222	4	“	"	``
5341	222	5	Taking	take	VBG
5341	222	6	Stock	Stock	NNP
5341	222	7	of	of	IN
5341	222	8	Open	open	JJ
5341	222	9	Access	access	NN
5341	222	10	:	:	:
5341	222	11	Progress	progress	NN
5341	222	12	and	and	CC
5341	222	13	Issues	Issues	NNPS
5341	222	14	,	,	,
5341	222	15	”	"	''
5341	222	16	Library	Library	NNP
5341	222	17	Review	Review	NNP
5341	222	18	55	55	CD
5341	222	19	(	(	-LRB-
5341	222	20	2006	2006	CD
5341	222	21	)	)	-RRB-
5341	222	22	:	:	:
5341	222	23	337–43	337–43	CD
5341	222	24	;	;	:
5341	222	25	C.	C.	NNP
5341	222	26	Patra	Patra	NNP
5341	222	27	,	,	,
5341	222	28	“	"	``
5341	222	29	Introducing	introduce	VBG
5341	222	30	E	e	NN
5341	222	31	-	-	NN
5341	222	32	journal	journal	NN
5341	222	33	Services	service	NNS
5341	222	34	:	:	:
5341	222	35	An	an	DT
5341	222	36	Experience	experience	NN
5341	222	37	,	,	,
5341	222	38	”	"	''
5341	222	39	Electronic	Electronic	NNP
5341	222	40	Library	Library	NNP
5341	222	41	24	24	CD
5341	222	42	(	(	-LRB-
5341	222	43	2006	2006	CD
5341	222	44	)	)	-RRB-
5341	222	45	:	:	:
5341	222	46	820–31	820–31	CD
5341	222	47	.	.	.
5341	223	1	19	19	CD
5341	223	2	.	.	.
5341	224	1	Wu	Wu	NNP
5341	224	2	et	et	NNP
5341	224	3	al	al	NNP
5341	224	4	.	.	NNP
5341	224	5	,	,	,
5341	224	6	“	"	``
5341	224	7	College	College	NNP
5341	224	8	Students	Students	NNP
5341	224	9	’	’	POS
5341	224	10	Misunderstanding	misunderstand	VBG
5341	224	11	about	about	IN
5341	224	12	Copyright	Copyright	NNP
5341	224	13	Laws	Laws	NNPS
5341	224	14	for	for	IN
5341	224	15	Digital	Digital	NNP
5341	224	16	Library	Library	NNP
5341	224	17	Resources	Resources	NNPS
5341	224	18	,	,	,
5341	224	19	”	"	''
5341	224	20	197–209	197–209	CD
5341	224	21	.	.	.
5341	225	1	20	20	CD
5341	225	2	.	.	.
5341	226	1	Ibid	ibid	RB
5341	226	2	.	.	.
5341	227	1	21	21	CD
5341	227	2	.	.	.
5341	228	1	Vincent	Vincent	NNP
5341	228	2	J.	J.	NNP
5341	228	3	Calluzzo	Calluzzo	NNP
5341	228	4	and	and	CC
5341	228	5	Charles	Charles	NNP
5341	228	6	J.	J.	NNP
5341	228	7	Cante	Cante	NNP
5341	228	8	,	,	,
5341	228	9	“	"	``
5341	228	10	Ethics	ethic	NNS
5341	228	11	in	in	IN
5341	228	12	Information	Information	NNP
5341	228	13	Technology	Technology	NNP
5341	228	14	and	and	CC
5341	228	15	Software	Software	NNP
5341	228	16	Use	Use	NNP
5341	228	17	,	,	,
5341	228	18	”	"	''
5341	228	19	Journal	Journal	NNP
5341	228	20	of	of	IN
5341	228	21	Business	Business	NNP
5341	228	22	Ethics	Ethics	NNP
5341	228	23	51	51	CD
5341	228	24	(	(	-LRB-
5341	228	25	2004	2004	CD
5341	228	26	)	)	-RRB-
5341	228	27	:	:	:
5341	228	28	301–12	301–12	CD
5341	228	29	,	,	,
5341	228	30	http://dx.doi.org/10.1023/B:BUSI.0000032658.12032.4e	http://dx.doi.org/10.1023/b:busi.0000032658.12032.4e	ADD
5341	228	31	.	.	.
5341	229	1	22	22	CD
5341	229	2	.	.	.
5341	230	1	S.	S.	NNP
5341	230	2	L.	L.	NNP
5341	230	3	Solomon	Solomon	NNP
5341	230	4	and	and	CC
5341	230	5	J.	J.	NNP
5341	231	1	A.	A.	NNP
5341	231	2	O’Brien	O’Brien	NNP
5341	231	3	“	"	``
5341	231	4	The	the	DT
5341	231	5	Effect	Effect	NNP
5341	231	6	of	of	IN
5341	231	7	Demographic	Demographic	NNP
5341	231	8	Factors	Factors	NNPS
5341	231	9	on	on	IN
5341	231	10	Attitudes	Attitudes	NNPS
5341	231	11	toward	toward	IN
5341	231	12	Software	Software	NNP
5341	231	13	Piracy	Piracy	NNP
5341	231	14	,	,	,
5341	231	15	”	"	''
5341	231	16	Journal	Journal	NNP
5341	231	17	of	of	IN
5341	231	18	Computer	Computer	NNP
5341	231	19	Information	Information	NNP
5341	231	20	Systems	Systems	NNP
5341	231	21	30	30	CD
5341	231	22	(	(	-LRB-
5341	231	23	1990	1990	CD
5341	231	24	)	)	-RRB-
5341	231	25	:	:	:
5341	231	26	41–46	41–46	CD
5341	231	27	.	.	.
5341	232	1	23	23	CD
5341	232	2	.	.	.
5341	233	1	J.	J.	NNP
5341	233	2	N.	N.	NNP
5341	233	3	Desmarais	Desmarais	NNP
5341	233	4	Library	Library	NNP
5341	233	5	,	,	,
5341	233	6	“	"	``
5341	233	7	Collection	Collection	NNP
5341	233	8	Development	Development	NNP
5341	233	9	Policy	Policy	NNP
5341	233	10	”	"	''
5341	233	11	(	(	-LRB-
5341	233	12	Sudbury	Sudbury	NNP
5341	233	13	,	,	,
5341	233	14	ON	ON	NNP
5341	233	15	:	:	:
5341	233	16	Laurentian	Laurentian	NNP
5341	233	17	University	University	NNP
5341	233	18	,	,	,
5341	233	19	2013	2013	CD
5341	233	20	)	)	-RRB-
5341	233	21	,	,	,
5341	233	22	http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/	http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/	UH
5341	233	23	http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/	http://www.dailycommonsense.com/web-bot-what-is-it-can-it-predict-stuff/	UH
5341	233	24	http://dx.doi.org/10.1007/s10618-010-0180-z	http://dx.doi.org/10.1007/s10618-010-0180-z	ADD
5341	233	25	http://dx.doi.org/10.1145/17772690.1772824	http://dx.doi.org/10.1145/17772690.1772824	NNP
5341	233	26	http://dx.doi.org/10.1177/0165551511435969	http://dx.doi.org/10.1177/0165551511435969	NNP
5341	233	27	http://dx.doi.org/10.1016/S1353-4858(08)70039-4	http://dx.doi.org/10.1016/S1353-4858(08)70039-4	NNP
5341	233	28	http://dx.doi.org/1108/13522750610689113	http://dx.doi.org/1108/13522750610689113	NNP
5341	233	29	http://dx.doi.org/10.1108/02640471011033576	http://dx.doi.org/10.1108/02640471011033576	VB
5341	233	30	http://dx.doi.org/10.1023/B:BUSI.0000032658.12032.4e	http://dx.doi.org/10.1023/B:BUSI.0000032658.12032.4e	-LRB-
5341	233	31	THE	the	DT
5341	233	32	IMPORTANCE	importance	NN
5341	233	33	OF	of	IN
5341	233	34	IDENTIFYING	identifying	NN
5341	233	35	AND	and	CC
5341	233	36	ACCOMMODATING	accommodating	NN
5341	233	37	E	e	NN
5341	233	38	-	-	HYPH
5341	233	39	RESOURCES	resources	JJ
5341	233	40	USAGE	usage	NN
5341	233	41	DATA	datum	NNS
5341	233	42	FOR	for	IN
5341	233	43	THE	the	DT
5341	233	44	PRESENCE	presence	NN
5341	233	45	OF	of	IN
5341	233	46	OUTLIERS	outlier	NNS
5341	233	47	|	|	CD
5341	233	48	LAMOTHE	LAMOTHE	NNP
5341	233	49	43	43	CD
5341	233	50	http://biblio.laurentian.ca/research/sites/default/files/pictures/Collection%20Development	http://biblio.laurentian.ca/research/sites/default/files/pictures/collection%20development	NN
5341	233	51	%	%	NN
5341	233	52	20Policy.pdf	20policy.pdf	CD
5341	233	53	.	.	.
5341	234	1	24	24	CD
5341	234	2	.	.	.
5341	235	1	Lamothe	Lamothe	NNP
5341	235	2	,	,	,
5341	235	3	“	"	``
5341	235	4	Factors	factor	NNS
5341	235	5	Influencing	Influencing	NNP
5341	235	6	Usage	Usage	NNP
5341	235	7	”	"	''
5341	235	8	;	;	:
5341	235	9	Alain	Alain	NNP
5341	235	10	R.	R.	NNP
5341	235	11	Lamothe	Lamothe	NNP
5341	235	12	,	,	,
5341	235	13	“	"	``
5341	235	14	Electronic	electronic	JJ
5341	235	15	Serials	serial	NNS
5341	235	16	Usage	Usage	NNP
5341	235	17	Patterns	Patterns	NNPS
5341	235	18	as	as	IN
5341	235	19	Observed	observe	VBN
5341	235	20	at	at	IN
5341	235	21	a	a	DT
5341	235	22	Medium	Medium	NNP
5341	235	23	-	-	HYPH
5341	235	24	Size	Size	NNP
5341	235	25	University	University	NNP
5341	235	26	:	:	:
5341	235	27	Searches	Searches	NNP
5341	235	28	and	and	CC
5341	235	29	Full	Full	NNP
5341	235	30	-	-	HYPH
5341	235	31	Text	text	NN
5341	235	32	Downloads	Downloads	NNP
5341	235	33	,	,	,
5341	235	34	”	"	''
5341	235	35	Partnership	partnership	NN
5341	235	36	:	:	:
5341	235	37	The	the	DT
5341	235	38	Canadian	Canadian	NNP
5341	235	39	Journal	Journal	NNP
5341	235	40	of	of	IN
5341	235	41	Library	Library	NNP
5341	235	42	and	and	CC
5341	235	43	Information	Information	NNP
5341	235	44	Practice	Practice	NNP
5341	235	45	and	and	CC
5341	235	46	Research	Research	NNP
5341	235	47	3	3	CD
5341	235	48	,	,	,
5341	235	49	no	no	UH
5341	235	50	.	.	.
5341	236	1	1	1	CD
5341	236	2	(	(	-LRB-
5341	236	3	2008	2008	CD
5341	236	4	)	)	-RRB-
5341	236	5	,	,	,
5341	236	6	https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.U364KvmSy0I.	https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.U364KvmSy0I.	NNP
5341	237	1	25	25	CD
5341	237	2	.	.	.
5341	238	1	Martin	Martin	NNP
5341	238	2	Zimerman	Zimerman	NNP
5341	238	3	,	,	,
5341	238	4	“	"	``
5341	238	5	E	e	NN
5341	238	6	-	-	HYPH
5341	238	7	books	book	NNS
5341	238	8	and	and	CC
5341	238	9	Piracy	piracy	NN
5341	238	10	:	:	:
5341	238	11	Implications	implication	NNS
5341	238	12	/	/	SYM
5341	238	13	Issues	Issues	NNPS
5341	238	14	for	for	IN
5341	238	15	Academic	Academic	NNP
5341	238	16	Libraries	Libraries	NNPS
5341	238	17	,	,	,
5341	238	18	”	"	''
5341	238	19	New	New	NNP
5341	238	20	Library	Library	NNP
5341	238	21	World	World	NNP
5341	238	22	112	112	CD
5341	238	23	(	(	-LRB-
5341	238	24	2011	2011	CD
5341	238	25	)	)	-RRB-
5341	238	26	:	:	:
5341	238	27	67–75	67–75	LS
5341	238	28	,	,	,
5341	238	29	http://dx.doi.org/10.1108/03074801111100463	http://dx.doi.org/10.1108/03074801111100463	VBD
5341	238	30	.	.	.
5341	239	1	26	26	CD
5341	239	2	.	.	.
5341	240	1	Ibid	ibid	RB
5341	240	2	.	.	.
5341	241	1	27	27	CD
5341	241	2	.	.	.
5341	242	1	Peggy	Peggy	NNP
5341	242	2	Hageman	Hageman	NNP
5341	242	3	,	,	,
5341	242	4	“	"	``
5341	242	5	Ebooks	ebook	NNS
5341	242	6	and	and	CC
5341	242	7	the	the	DT
5341	242	8	Long	Long	NNP
5341	242	9	Arm	Arm	NNP
5341	242	10	of	of	IN
5341	242	11	the	the	DT
5341	242	12	Law	Law	NNP
5341	242	13	,	,	,
5341	242	14	”	"	''
5341	242	15	EContent	EContent	NNP
5341	242	16	(	(	-LRB-
5341	242	17	June	June	NNP
5341	242	18	2012	2012	CD
5341	242	19	)	)	-RRB-
5341	242	20	,	,	,
5341	242	21	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-	NNP
5341	242	22	the-Law--82976.htm	the-Law--82976.htm	NFP
5341	242	23	.	.	.
5341	243	1	28	28	CD
5341	243	2	.	.	.
5341	244	1	“	"	``
5341	244	2	dataset	dataset	NNP
5341	244	3	,	,	,
5341	244	4	n.	n.	NNP
5341	244	5	,	,	,
5341	244	6	”	"	''
5341	244	7	OED	OED	NNP
5341	244	8	Online	Online	NNP
5341	244	9	,	,	,
5341	244	10	(	(	-LRB-
5341	244	11	Oxford	Oxford	NNP
5341	244	12	,	,	,
5341	244	13	UK	UK	NNP
5341	244	14	:	:	:
5341	244	15	Oxford	Oxford	NNP
5341	244	16	University	University	NNP
5341	244	17	Press	Press	NNP
5341	244	18	,	,	,
5341	244	19	2013	2013	CD
5341	244	20	)	)	-RRB-
5341	244	21	,	,	,
5341	244	22	http://www.oed.com/view/Entry/261122?redirectedFrom=dataset	http://www.oed.com/view/Entry/261122?redirectedFrom=dataset	NNP
5341	244	23	;	;	:
5341	244	24	“	"	``
5341	244	25	Dataset	Dataset	NNP
5341	244	26	—	—	:
5341	244	27	Definition	definition	NN
5341	244	28	,	,	,
5341	244	29	”	"	''
5341	244	30	OntoText	OntoText	NNP
5341	244	31	,	,	,
5341	244	32	http://www.ontotext.com/factforge/dataset-definition	http://www.ontotext.com/factforge/dataset-definition	NNP
5341	244	33	;	;	:
5341	244	34	W.	W.	NNP
5341	244	35	Paul	Paul	NNP
5341	244	36	Vogt	Vogt	NNP
5341	244	37	,	,	,
5341	244	38	“	"	``
5341	244	39	Data	datum	NNS
5341	244	40	Set	Set	NNP
5341	244	41	,	,	,
5341	244	42	”	"	''
5341	244	43	Dictionary	Dictionary	NNP
5341	244	44	of	of	IN
5341	244	45	Statistics	Statistics	NNPS
5341	244	46	and	and	CC
5341	244	47	Methodology	methodology	NN
5341	244	48	:	:	:
5341	244	49	A	a	DT
5341	244	50	Nontechnical	Nontechnical	NNP
5341	244	51	Guide	Guide	NNP
5341	244	52	for	for	IN
5341	244	53	the	the	DT
5341	244	54	Social	Social	NNP
5341	244	55	Sciences	Sciences	NNPS
5341	244	56	(	(	-LRB-
5341	244	57	London	London	NNP
5341	244	58	,	,	,
5341	244	59	UK	UK	NNP
5341	244	60	:	:	:
5341	244	61	Sage	sage	NN
5341	244	62	,	,	,
5341	244	63	2005	2005	CD
5341	244	64	)	)	-RRB-
5341	244	65	;	;	:
5341	244	66	Allan	Allan	NNP
5341	244	67	G.	G.	NNP
5341	244	68	Bluman	Bluman	NNP
5341	244	69	,	,	,
5341	244	70	Elementary	Elementary	NNP
5341	244	71	Statistics	Statistics	NNPS
5341	244	72	—	—	:
5341	244	73	A	a	DT
5341	244	74	Step	step	NN
5341	244	75	by	by	IN
5341	244	76	Step	Step	NNP
5341	244	77	Approach	Approach	NNP
5341	244	78	(	(	-LRB-
5341	244	79	Boston	Boston	NNP
5341	244	80	:	:	:
5341	244	81	McGraw	McGraw	NNP
5341	244	82	-	-	HYPH
5341	244	83	Hill	Hill	NNP
5341	244	84	,	,	,
5341	244	85	2000	2000	CD
5341	244	86	)	)	-RRB-
5341	244	87	.	.	.
5341	245	1	29	29	CD
5341	245	2	.	.	.
5341	246	1	David	David	NNP
5341	246	2	B.	B.	NNP
5341	246	3	Rorabacher	Rorabacher	NNP
5341	246	4	,	,	,
5341	246	5	“	"	``
5341	246	6	Statistical	statistical	JJ
5341	246	7	Treatment	treatment	NN
5341	246	8	for	for	IN
5341	246	9	Rejection	rejection	NN
5341	246	10	of	of	IN
5341	246	11	Deviant	Deviant	NNP
5341	246	12	Values	value	NNS
5341	246	13	:	:	:
5341	246	14	Critical	critical	JJ
5341	246	15	Values	value	NNS
5341	246	16	of	of	IN
5341	246	17	Dixon	Dixon	NNP
5341	246	18	’s	’s	,
5341	246	19	‘	'	``
5341	246	20	Q	Q	NNP
5341	246	21	’	'	''
5341	246	22	Parameter	Parameter	NNP
5341	246	23	and	and	CC
5341	246	24	Related	Related	NNP
5341	246	25	Subrange	Subrange	NNP
5341	246	26	Ratios	Ratios	NNPS
5341	246	27	at	at	IN
5341	246	28	the	the	DT
5341	246	29	95	95	CD
5341	246	30	%	%	NN
5341	246	31	Confidence	confidence	NN
5341	246	32	Level	level	NN
5341	246	33	,	,	,
5341	246	34	”	"	''
5341	246	35	Analytical	analytical	JJ
5341	246	36	Chemistry	Chemistry	NNP
5341	246	37	63	63	CD
5341	246	38	(	(	-LRB-
5341	246	39	1991	1991	CD
5341	246	40	)	)	-RRB-
5341	246	41	:	:	:
5341	246	42	139–45	139–45	CD
5341	246	43	;	;	:
5341	246	44	R.	R.	NNP
5341	246	45	B.	B.	NNP
5341	247	1	Dean	Dean	NNP
5341	247	2	and	and	CC
5341	247	3	W.	W.	NNP
5341	247	4	J.	J.	NNP
5341	247	5	Dixon	Dixon	NNP
5341	247	6	,	,	,
5341	247	7	“	"	``
5341	247	8	Simplified	simplified	JJ
5341	247	9	Statistics	statistic	NNS
5341	247	10	for	for	IN
5341	247	11	Small	small	JJ
5341	247	12	Numbers	Numbers	NNPS
5341	247	13	of	of	IN
5341	247	14	Observations	observation	NNS
5341	247	15	,	,	,
5341	247	16	”	"	''
5341	247	17	Analytical	analytical	JJ
5341	247	18	Chemistry	chemistry	NN
5341	247	19	23	23	CD
5341	247	20	(	(	-LRB-
5341	247	21	1951	1951	CD
5341	247	22	)	)	-RRB-
5341	247	23	:	:	:
5341	247	24	636–38	636–38	CD
5341	247	25	,	,	,
5341	247	26	http://dx.doi.org/10.1021/ac00002a010	http://dx.doi.org/10.1021/ac00002a010	ADD
5341	247	27	.	.	.
5341	248	1	30	30	CD
5341	248	2	.	.	.
5341	249	1	Surenda	Surenda	NNP
5341	249	2	P.	P.	NNP
5341	249	3	Verma	Verma	NNP
5341	249	4	and	and	CC
5341	249	5	Alfredo	Alfredo	NNP
5341	249	6	Quiroz	Quiroz	NNP
5341	249	7	-	-	HYPH
5341	249	8	Ruiz	Ruiz	NNP
5341	249	9	,	,	,
5341	249	10	“	"	``
5341	249	11	Critical	critical	JJ
5341	249	12	Values	value	NNS
5341	249	13	for	for	IN
5341	249	14	Six	six	CD
5341	249	15	Dixon	Dixon	NNP
5341	249	16	Tests	Tests	NNP
5341	249	17	for	for	IN
5341	249	18	Outliers	Outliers	NNPS
5341	249	19	in	in	IN
5341	249	20	Normal	normal	JJ
5341	249	21	Samples	Samples	NNP
5341	249	22	up	up	RP
5341	249	23	to	to	IN
5341	249	24	Sizes	Sizes	NNP
5341	249	25	100	100	CD
5341	249	26	,	,	,
5341	249	27	and	and	CC
5341	249	28	Applications	Applications	NNPS
5341	249	29	in	in	IN
5341	249	30	Science	Science	NNP
5341	249	31	and	and	CC
5341	249	32	Engineering	Engineering	NNP
5341	249	33	,	,	,
5341	249	34	”	"	''
5341	249	35	Revista	Revista	NNP
5341	249	36	Mexicana	Mexicana	NNP
5341	249	37	de	de	NNP
5341	249	38	Ciencias	Ciencias	NNP
5341	249	39	Geologicas	Geologicas	NNP
5341	249	40	23	23	CD
5341	249	41	(	(	-LRB-
5341	249	42	2006	2006	CD
5341	249	43	)	)	-RRB-
5341	249	44	:	:	:
5341	249	45	133–61	133–61	CD
5341	249	46	.	.	.
5341	250	1	31	31	CD
5341	250	2	.	.	.
5341	251	1	Robert	Robert	NNP
5341	251	2	R.	R.	NNP
5341	251	3	Sokal	Sokal	NNP
5341	251	4	and	and	CC
5341	251	5	F.	F.	NNP
5341	251	6	James	James	NNP
5341	251	7	Rohlf	Rohlf	NNP
5341	251	8	,	,	,
5341	251	9	Biometry	Biometry	NNP
5341	251	10	(	(	-LRB-
5341	251	11	New	New	NNP
5341	251	12	York	York	NNP
5341	251	13	:	:	:
5341	251	14	Freeman	Freeman	NNP
5341	251	15	,	,	,
5341	251	16	2012	2012	CD
5341	251	17	)	)	-RRB-
5341	251	18	;	;	:
5341	251	19	J.	J.	NNP
5341	251	20	H.	H.	NNP
5341	251	21	Zar	Zar	NNP
5341	251	22	,	,	,
5341	251	23	Biostatistical	Biostatistical	NNP
5341	251	24	Analysis	Analysis	NNP
5341	251	25	(	(	-LRB-
5341	251	26	Upper	Upper	NNP
5341	251	27	Saddle	Saddle	NNP
5341	251	28	River	River	NNP
5341	251	29	,	,	,
5341	251	30	NJ	NJ	NNP
5341	251	31	:	:	:
5341	251	32	Prentice	Prentice	NNP
5341	251	33	Hall	Hall	NNP
5341	251	34	,	,	,
5341	251	35	2010	2010	CD
5341	251	36	)	)	-RRB-
5341	251	37	.	.	.
5341	252	1	32	32	CD
5341	252	2	.	.	.
5341	253	1	“	"	``
5341	253	2	null	null	NNP
5341	253	3	hypothesis	hypothesis	NN
5341	253	4	,	,	,
5341	253	5	”	"	''
5341	253	6	AccessScience	AccessScience	NNP
5341	253	7	(	(	-LRB-
5341	253	8	New	New	NNP
5341	253	9	York	York	NNP
5341	253	10	:	:	:
5341	253	11	McGraw	McGraw	NNP
5341	253	12	-	-	HYPH
5341	253	13	Hill	Hill	NNP
5341	253	14	Education	Education	NNP
5341	253	15	,	,	,
5341	253	16	2002	2002	CD
5341	253	17	)	)	-RRB-
5341	253	18	,	,	,
5341	253	19	http://www.accessscience.com	http://www.accessscience.com	ADD
5341	253	20	.	.	.
5341	254	1	33	33	CD
5341	254	2	.	.	.
5341	255	1	Ibid	ibid	RB
5341	255	2	.	.	.
5341	256	1	34	34	CD
5341	256	2	.	.	.
5341	257	1	“	"	``
5341	257	2	critical	critical	JJ
5341	257	3	value	value	NN
5341	257	4	,	,	,
5341	257	5	”	"	''
5341	257	6	AccessScience	AccessScience	NNP
5341	257	7	,	,	,
5341	257	8	(	(	-LRB-
5341	257	9	New	New	NNP
5341	257	10	York	York	NNP
5341	257	11	:	:	:
5341	257	12	McGraw	McGraw	NNP
5341	257	13	-	-	HYPH
5341	257	14	Hill	Hill	NNP
5341	257	15	Education	Education	NNP
5341	257	16	,	,	,
5341	257	17	2002	2002	CD
5341	257	18	)	)	-RRB-
5341	257	19	,	,	,
5341	257	20	http://www.accessscience.com	http://www.accessscience.com	ADD
5341	257	21	.	.	.
5341	258	1	35	35	CD
5341	258	2	.	.	.
5341	259	1	Ibid	ibid	RB
5341	259	2	.	.	.
5341	260	1	36	36	CD
5341	260	2	.	.	.
5341	261	1	Verma	Verma	NNP
5341	261	2	and	and	CC
5341	261	3	Quiroz	Quiroz	NNP
5341	261	4	-	-	HYPH
5341	261	5	Ruiz	Ruiz	NNP
5341	261	6	,	,	,
5341	261	7	“	"	``
5341	261	8	Critical	critical	JJ
5341	261	9	Values	value	NNS
5341	261	10	for	for	IN
5341	261	11	Six	six	CD
5341	261	12	Dixon	Dixon	NNP
5341	261	13	Tests	Tests	NNP
5341	261	14	for	for	IN
5341	261	15	Outliers	Outliers	NNPS
5341	261	16	,	,	,
5341	261	17	”	"	''
5341	261	18	133–61	133–61	CD
5341	261	19	.	.	.
5341	262	1	http://biblio.laurentian.ca/research/sites/default/files/pictures/Collection%20Development%20Policy.pdf	http://biblio.laurentian.ca/research/sites/default/files/pictures/Collection%20Development%20Policy.pdf	NNP
5341	262	2	http://biblio.laurentian.ca/research/sites/default/files/pictures/Collection%20Development%20Policy.pdf	http://biblio.laurentian.ca/research/sites/default/files/pictures/Collection%20Development%20Policy.pdf	``
5341	262	3	https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.U364KvmSy0I	https://journal.lib.uoguelph.ca/index.php/perj/article/view/416#.u364kvmsy0i	VB
5341	262	4	http://dx.doi.org/10.1108/03074801111100463	http://dx.doi.org/10.1108/03074801111100463	VBN
5341	262	5	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-the-Law--82976.htm	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-the-Law--82976.htm	NNP
5341	262	6	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-the-Law--82976.htm	http://www.econtentmag.com/Articles/Column/Ebookworm/Ebooks-and-the-Long-Arm-of-the-Law--82976.htm	NNP
5341	262	7	http://www.oed.com/view/Entry/261122?redirectedFrom=dataset	http://www.oed.com/view/Entry/261122?redirectedFrom=dataset	NNP
5341	262	8	http://www.ontotext.com/factforge/dataset-definition	http://www.ontotext.com/factforge/dataset-definition	NNP
5341	262	9	http://dx.doi.org/10.1021/ac00002a010	http://dx.doi.org/10.1021/ac00002a010	NFP
5341	262	10	http://www.accessscience.com/	http://www.accessscience.com/	JJ
5341	262	11	http://www.accessscience.com/	http://www.accessscience.com/	JJ
5341	262	12	INFORMATION	INFORMATION	NNP
5341	262	13	TECHNOLOGY	TECHNOLOGY	NNP
5341	262	14	AND	and	CC
5341	262	15	LIBRARIES	LIBRARIES	NNP
5341	262	16	|	|	NNP
5341	262	17	JUNE	JUNE	NNP
5341	262	18	2014	2014	CD
5341	262	19	44	44	CD
5341	262	20	37	37	CD
5341	262	21	.	.	.
5341	263	1	Rorabacher	Rorabacher	NNP
5341	263	2	,	,	,
5341	263	3	“	"	``
5341	263	4	Statistical	statistical	JJ
5341	263	5	Treatment	treatment	NN
5341	263	6	for	for	IN
5341	263	7	Rejection	rejection	NN
5341	263	8	of	of	IN
5341	263	9	Deviant	Deviant	NNP
5341	263	10	Values	value	NNS
5341	263	11	,	,	,
5341	263	12	”	"	''
5341	263	13	139–45	139–45	CD
5341	263	14	.	.	.
5341	264	1	38	38	CD
5341	264	2	.	.	.
5341	265	1	Ibid	ibid	RB
5341	265	2	.	.	.
5341	266	1	39	39	CD
5341	266	2	.	.	.
5341	267	1	Jaakko	Jaakko	NNP
5341	267	2	Astola	Astola	NNP
5341	267	3	and	and	CC
5341	267	4	Pauli	Pauli	NNP
5341	267	5	Kuosmanen	Kuosmanen	NNP
5341	267	6	,	,	,
5341	267	7	Fundamentals	Fundamentals	NNPS
5341	267	8	of	of	IN
5341	267	9	Nonlinear	Nonlinear	NNP
5341	267	10	Digital	Digital	NNP
5341	267	11	Filtering	Filtering	NNP
5341	267	12	(	(	-LRB-
5341	267	13	New	New	NNP
5341	267	14	York	York	NNP
5341	267	15	:	:	:
5341	267	16	CRC	CRC	NNP
5341	267	17	,	,	,
5341	267	18	1997	1997	CD
5341	267	19	)	)	-RRB-
5341	267	20	;	;	:
5341	267	21	Jaakko	Jaakko	NNP
5341	267	22	Astola	Astola	NNP
5341	267	23	,	,	,
5341	267	24	Pekka	Pekka	NNP
5341	267	25	Heinonen	Heinonen	NNP
5341	267	26	,	,	,
5341	267	27	and	and	CC
5341	267	28	Yrjö	Yrjö	NNP
5341	267	29	Neuvo	Neuvo	NNP
5341	267	30	,	,	,
5341	267	31	“	"	``
5341	267	32	On	on	IN
5341	267	33	Root	Root	NNP
5341	267	34	Structures	Structures	NNP
5341	267	35	of	of	IN
5341	267	36	Median	Median	NNP
5341	267	37	and	and	CC
5341	267	38	Median	Median	NNP
5341	267	39	-	-	HYPH
5341	267	40	Type	Type	NNP
5341	267	41	Filters	Filters	NNPS
5341	267	42	,	,	,
5341	267	43	”	"	''
5341	267	44	IEEE	IEEE	NNP
5341	267	45	Transactions	Transactions	NNPS
5341	267	46	of	of	IN
5341	267	47	Acoustics	Acoustics	NNPS
5341	267	48	,	,	,
5341	267	49	Speech	Speech	NNP
5341	267	50	,	,	,
5341	267	51	and	and	CC
5341	267	52	Signal	Signal	NNP
5341	267	53	Processing	Processing	NNP
5341	267	54	35	35	CD
5341	267	55	(	(	-LRB-
5341	267	56	1987	1987	CD
5341	267	57	)	)	-RRB-
5341	267	58	:	:	:
5341	267	59	1199–201	1199–201	CD
5341	267	60	;	;	:
5341	267	61	L.	L.	NNP
5341	267	62	Ling	Ling	NNP
5341	267	63	,	,	,
5341	267	64	R.	R.	NNP
5341	267	65	Yin	Yin	NNP
5341	267	66	,	,	,
5341	267	67	and	and	CC
5341	267	68	X.	X.	NNP
5341	267	69	Wang	Wang	NNP
5341	267	70	,	,	,
5341	267	71	“	"	``
5341	267	72	Nonlinear	Nonlinear	NNP
5341	267	73	Filters	Filters	NNPS
5341	267	74	for	for	IN
5341	267	75	Reducing	Reducing	NNP
5341	267	76	Spiky	Spiky	NNP
5341	267	77	Noise	Noise	NNP
5341	267	78	:	:	:
5341	267	79	2-	2-	LS
5341	267	80	Dimensions	dimension	NNS
5341	267	81	,	,	,
5341	267	82	”	"	''
5341	267	83	IEEE	IEEE	NNP
5341	267	84	International	International	NNP
5341	267	85	Conference	Conference	NNP
5341	267	86	on	on	IN
5341	267	87	Acoustics	Acoustics	NNPS
5341	267	88	,	,	,
5341	267	89	Speech	Speech	NNP
5341	267	90	,	,	,
5341	267	91	and	and	CC
5341	267	92	Signal	Signal	NNP
5341	267	93	Processing	Processing	NNP
5341	267	94	9	9	CD
5341	267	95	(	(	-LRB-
5341	267	96	1984	1984	CD
5341	267	97	)	)	-RRB-
5341	267	98	:	:	:
5341	267	99	646–49	646–49	CD
5341	267	100	;	;	:
5341	267	101	N.	N.	NNP
5341	267	102	J.	J.	NNP
5341	267	103	Gallagher	Gallagher	NNP
5341	267	104	and	and	CC
5341	267	105	G.	G.	NNP
5341	267	106	Wise	Wise	NNP
5341	267	107	,	,	,
5341	267	108	“	"	``
5341	267	109	A	a	DT
5341	267	110	Theoretical	theoretical	JJ
5341	267	111	Analysis	Analysis	NNP
5341	267	112	of	of	IN
5341	267	113	the	the	DT
5341	267	114	Oroperties	Oroperties	NNPS
5341	267	115	of	of	IN
5341	267	116	Median	Median	NNP
5341	267	117	Filters	Filters	NNPS
5341	267	118	,	,	,
5341	267	119	”	"	''
5341	267	120	IEEE	IEEE	NNP
5341	267	121	Transactions	Transactions	NNPS
5341	267	122	of	of	IN
5341	267	123	Acoustics	Acoustics	NNPS
5341	267	124	,	,	,
5341	267	125	Speech	Speech	NNP
5341	267	126	,	,	,
5341	267	127	and	and	CC
5341	267	128	Signal	Signal	NNP
5341	267	129	Processing	Processing	NNP
5341	267	130	29	29	CD
5341	267	131	(	(	-LRB-
5341	267	132	1981	1981	CD
5341	267	133	)	)	-RRB-
5341	267	134	:	:	:
5341	267	135	1136–41	1136–41	LS
5341	267	136	.	.	.
5341	268	1	40	40	CD
5341	268	2	.	.	.
5341	269	1	Menold	Menold	NNP
5341	269	2	et	et	FW
5341	269	3	al	al	NNP
5341	269	4	.	.	NNP
5341	269	5	,	,	,
5341	269	6	“	"	``
5341	269	7	Online	Online	NNP
5341	269	8	Outlier	Outlier	NNP
5341	269	9	Detection	Detection	NNP
5341	269	10	and	and	CC
5341	269	11	Removal	Removal	NNP
5341	269	12	,	,	,
5341	269	13	”	"	''
5341	269	14	1110–30	1110–30	CD
5341	269	15	.	.	.
5341	270	1	41	41	CD
5341	270	2	.	.	.
5341	271	1	Ibid	ibid	RB
5341	271	2	.	.	.
5341	272	1	42	42	CD
5341	272	2	.	.	.
5341	273	1	Lamothe	Lamothe	NNP
5341	273	2	,	,	,
5341	273	3	“	"	``
5341	273	4	Factors	factor	NNS
5341	273	5	Influencing	Influencing	NNP
5341	273	6	Usage	Usage	NNP
5341	273	7	”	"	''
5341	273	8	;	;	:
5341	273	9	Lamothe	Lamothe	NNP
5341	273	10	,	,	,
5341	273	11	“	"	``
5341	273	12	Electronic	electronic	JJ
5341	273	13	Serials	serial	NNS
5341	273	14	Usage	Usage	NNP
5341	273	15	Patterns	Patterns	NNPS
5341	273	16	.	.	.
5341	273	17	”	"	''
5341	273	18	43	43	CD
5341	273	19	.	.	.
5341	274	1	Paul	Paul	NNP
5341	274	2	Gleason	Gleason	NNP
5341	274	3	,	,	,
5341	274	4	“	"	``
5341	274	5	Copyright	Copyright	NNP
5341	274	6	and	and	CC
5341	274	7	Electronic	Electronic	NNP
5341	274	8	Publishing	publishing	NN
5341	274	9	:	:	:
5341	274	10	Background	Background	NNP
5341	274	11	and	and	CC
5341	274	12	Recent	recent	JJ
5341	274	13	Developments	Developments	NNPS
5341	274	14	,	,	,
5341	274	15	”	"	''
5341	274	16	Acquisitions	acquisition	NNS
5341	274	17	Librarian	Librarian	NNP
5341	274	18	13	13	CD
5341	274	19	(	(	-LRB-
5341	274	20	2001	2001	CD
5341	274	21	)	)	-RRB-
5341	274	22	:	:	:
5341	274	23	5–26	5–26	CD
5341	274	24	,	,	,
5341	274	25	http://dx.doi.org/10.1300/J101v13n26_02	http://dx.doi.org/10.1300/j101v13n26_02	ADD
5341	274	26	.	.	.
5341	275	1	44	44	CD
5341	275	2	.	.	.
5341	276	1	Tena	Tena	NNP
5341	276	2	McQueen	McQueen	NNP
5341	276	3	and	and	CC
5341	276	4	Robert	Robert	NNP
5341	276	5	Fleck	Fleck	NNP
5341	276	6	Jr.	Jr.	NNP
5341	276	7	,	,	,
5341	276	8	“	"	``
5341	276	9	Changing	change	VBG
5341	276	10	Patterns	Patterns	NNPS
5341	276	11	of	of	IN
5341	276	12	Internet	internet	NN
5341	276	13	Usage	usage	NN
5341	276	14	and	and	CC
5341	276	15	Challenges	Challenges	NNPS
5341	276	16	at	at	IN
5341	276	17	Colleges	Colleges	NNPS
5341	276	18	and	and	CC
5341	276	19	Universities	Universities	NNPS
5341	276	20	,	,	,
5341	276	21	”	"	''
5341	276	22	First	First	NNP
5341	276	23	Monday	Monday	NNP
5341	276	24	9	9	CD
5341	276	25	(	(	-LRB-
5341	276	26	2004	2004	CD
5341	276	27	)	)	-RRB-
5341	276	28	,	,	,
5341	276	29	http://firstmonday.org/issues/issue9_12/mcqueen/index.html	http://firstmonday.org/issues/issue9_12/mcqueen/index.html	ADD
5341	276	30	.	.	.
5341	277	1	45	45	CD
5341	277	2	.	.	.
5341	278	1	Robin	Robin	NNP
5341	278	2	Peek	Peek	NNP
5341	278	3	,	,	,
5341	278	4	“	"	``
5341	278	5	Controlling	control	VBG
5341	278	6	the	the	DT
5341	278	7	Threat	threat	NN
5341	278	8	of	of	IN
5341	278	9	E	E	NNP
5341	278	10	-	-	NNP
5341	278	11	Book	Book	NNP
5341	278	12	Piracy	Piracy	NNP
5341	278	13	,	,	,
5341	278	14	”	"	''
5341	278	15	Information	Information	NNP
5341	278	16	Today	Today	NNP
5341	278	17	18	18	CD
5341	278	18	,	,	,
5341	278	19	no	no	UH
5341	278	20	.	.	.
5341	279	1	6	6	CD
5341	279	2	(	(	-LRB-
5341	279	3	2001	2001	CD
5341	279	4	)	)	-RRB-
5341	279	5	:	:	:
5341	279	6	42	42	CD
5341	279	7	.	.	.
5341	280	1	46	46	CD
5341	280	2	.	.	.
5341	281	1	Gleason	Gleason	NNP
5341	281	2	,	,	,
5341	281	3	“	"	``
5341	281	4	Copyright	Copyright	NNP
5341	281	5	and	and	CC
5341	281	6	Electronic	Electronic	NNP
5341	281	7	Publishing	Publishing	NNP
5341	281	8	,	,	,
5341	281	9	”	"	''
5341	281	10	5–26	5–26	NN
5341	281	11	.	.	.
5341	282	1	http://dx.doi.org/10.1300/J101v13n26_02	http://dx.doi.org/10.1300/J101v13n26_02	NNP
5341	282	2	http://firstmonday.org/issues/issue9_12/mcqueen/index.html	http://firstmonday.org/issues/issue9_12/mcqueen/index.html	VBP