id	sid	tid	token	lemma	pos
ertr-370	1	1	e	e	X
ertr-370	1	2	-	-	NOUN
ertr-370	1	3	review	review	NOUN
ertr-370	1	4	of	of	ADP
ertr-370	1	5	tourism	tourism	NOUN
ertr-370	1	6	research	research	NOUN
ertr-370	1	7	(	(	PUNCT
ertr-370	1	8	ertr	ertr	NOUN
ertr-370	1	9	)	)	PUNCT
ertr-370	1	10	,	,	PUNCT
ertr-370	1	11	vol	vol	NOUN
ertr-370	1	12	.	.	PROPN
ertr-370	1	13	16	16	NUM
ertr-370	1	14	,	,	PUNCT
ertr-370	1	15	no	no	INTJ
ertr-370	1	16	.	.	NOUN
ertr-370	1	17	4	4	NUM
ertr-370	1	18	,	,	PUNCT
ertr-370	1	19	2019	2019	NUM
ertr-370	1	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	1	21	249	249	NUM
ertr-370	1	22	sina	sina	PROPN
ertr-370	1	23	shokoohyar	shokoohyar	PROPN
ertr-370	1	24	saint	saint	PROPN
ertr-370	1	25	joseph	joseph	PROPN
ertr-370	1	26	’s	’s	PART
ertr-370	1	27	university	university	NOUN
ertr-370	1	28	determinants	determinant	NOUN
ertr-370	1	29	of	of	ADP
ertr-370	1	30	backpackers	backpacker	NOUN
ertr-370	1	31	’	'	PUNCT
ertr-370	1	32	perceptions	perception	NOUN
ertr-370	1	33	of	of	ADP
ertr-370	1	34	security	security	NOUN
ertr-370	1	35	?	?	PUNCT
ertr-370	2	1	a	a	DET
ertr-370	2	2	wom	wom	NOUN
ertr-370	2	3	-	-	PUNCT
ertr-370	2	4	based	base	VERB
ertr-370	2	5	approach	approach	NOUN
ertr-370	2	6	this	this	DET
ertr-370	2	7	paper	paper	NOUN
ertr-370	2	8	aims	aim	VERB
ertr-370	2	9	to	to	PART
ertr-370	2	10	identify	identify	VERB
ertr-370	2	11	the	the	DET
ertr-370	2	12	determinants	determinant	NOUN
ertr-370	2	13	of	of	ADP
ertr-370	2	14	backpackers	backpacker	NOUN
ertr-370	2	15	'	'	PART
ertr-370	2	16	perceptions	perception	NOUN
ertr-370	2	17	of	of	ADP
ertr-370	2	18	security	security	NOUN
ertr-370	2	19	.	.	PUNCT
ertr-370	3	1	in	in	ADP
ertr-370	3	2	particular	particular	ADJ
ertr-370	3	3	,	,	PUNCT
ertr-370	3	4	the	the	DET
ertr-370	3	5	impact	impact	NOUN
ertr-370	3	6	of	of	ADP
ertr-370	3	7	hostel	hostel	NOUN
ertr-370	3	8	cleanliness	cleanliness	NOUN
ertr-370	3	9	,	,	PUNCT
ertr-370	3	10	location	location	NOUN
ertr-370	3	11	,	,	PUNCT
ertr-370	3	12	staff	staff	NOUN
ertr-370	3	13	,	,	PUNCT
ertr-370	3	14	and	and	CCONJ
ertr-370	3	15	atmosphere	atmosphere	NOUN
ertr-370	3	16	as	as	ADV
ertr-370	3	17	well	well	ADV
ertr-370	3	18	as	as	ADP
ertr-370	3	19	backpackers	backpacker	NOUN
ertr-370	3	20	'	'	PART
ertr-370	3	21	country	country	NOUN
ertr-370	3	22	of	of	ADP
ertr-370	3	23	origin	origin	NOUN
ertr-370	3	24	on	on	ADP
ertr-370	3	25	backpackers	backpacker	NOUN
ertr-370	3	26	'	'	PART
ertr-370	3	27	perceptions	perception	NOUN
ertr-370	3	28	of	of	ADP
ertr-370	3	29	security	security	NOUN
ertr-370	3	30	are	be	AUX
ertr-370	3	31	being	be	AUX
ertr-370	3	32	studied	study	VERB
ertr-370	3	33	.	.	PUNCT
ertr-370	4	1	using	use	VERB
ertr-370	4	2	word	word	NOUN
ertr-370	4	3	-	-	PUNCT
ertr-370	4	4	of	of	ADP
ertr-370	4	5	-	-	PUNCT
ertr-370	4	6	mouth	mouth	NOUN
ertr-370	4	7	(	(	PUNCT
ertr-370	4	8	wom	wom	NOUN
ertr-370	4	9	)	)	PUNCT
ertr-370	4	10	approach	approach	NOUN
ertr-370	4	11	,	,	PUNCT
ertr-370	4	12	the	the	DET
ertr-370	4	13	analysis	analysis	NOUN
ertr-370	4	14	shows	show	VERB
ertr-370	4	15	that	that	SCONJ
ertr-370	4	16	hostel	hostel	NOUN
ertr-370	4	17	cleanliness	cleanliness	NOUN
ertr-370	4	18	,	,	PUNCT
ertr-370	4	19	location	location	NOUN
ertr-370	4	20	,	,	PUNCT
ertr-370	4	21	staff	staff	NOUN
ertr-370	4	22	,	,	PUNCT
ertr-370	4	23	and	and	CCONJ
ertr-370	4	24	atmosphere	atmosphere	NOUN
ertr-370	4	25	have	have	VERB
ertr-370	4	26	a	a	DET
ertr-370	4	27	positive	positive	ADJ
ertr-370	4	28	and	and	CCONJ
ertr-370	4	29	significant	significant	ADJ
ertr-370	4	30	impact	impact	NOUN
ertr-370	4	31	on	on	ADP
ertr-370	4	32	backpackers	backpacker	NOUN
ertr-370	4	33	'	'	PART
ertr-370	4	34	perceptions	perception	NOUN
ertr-370	4	35	of	of	ADP
ertr-370	4	36	security	security	NOUN
ertr-370	4	37	.	.	PUNCT
ertr-370	5	1	additionally	additionally	ADV
ertr-370	5	2	,	,	PUNCT
ertr-370	5	3	backpackers	backpacker	NOUN
ertr-370	5	4	from	from	ADP
ertr-370	5	5	countries	country	NOUN
ertr-370	5	6	with	with	ADP
ertr-370	5	7	a	a	DET
ertr-370	5	8	high	high	ADJ
ertr-370	5	9	level	level	NOUN
ertr-370	5	10	of	of	ADP
ertr-370	5	11	security	security	NOUN
ertr-370	5	12	have	have	VERB
ertr-370	5	13	higher	high	ADJ
ertr-370	5	14	expectations	expectation	NOUN
ertr-370	5	15	about	about	ADP
ertr-370	5	16	hostel	hostel	NOUN
ertr-370	5	17	security	security	NOUN
ertr-370	5	18	and	and	CCONJ
ertr-370	5	19	in	in	ADP
ertr-370	5	20	turn	turn	NOUN
ertr-370	5	21	are	be	AUX
ertr-370	5	22	harder	hard	ADJ
ertr-370	5	23	to	to	PART
ertr-370	5	24	satisfy	satisfy	VERB
ertr-370	5	25	compared	compare	VERB
ertr-370	5	26	to	to	ADP
ertr-370	5	27	backpackers	backpacker	NOUN
ertr-370	5	28	from	from	ADP
ertr-370	5	29	countries	country	NOUN
ertr-370	5	30	with	with	ADP
ertr-370	5	31	lower	low	ADJ
ertr-370	5	32	security	security	NOUN
ertr-370	5	33	.	.	PUNCT
ertr-370	6	1	applying	apply	VERB
ertr-370	6	2	centering	center	VERB
ertr-370	6	3	resonance	resonance	NOUN
ertr-370	6	4	analysis	analysis	NOUN
ertr-370	6	5	(	(	PUNCT
ertr-370	6	6	cra	cra	PROPN
ertr-370	6	7	)	)	PUNCT
ertr-370	6	8	and	and	CCONJ
ertr-370	6	9	naïve	naïve	ADJ
ertr-370	6	10	bayes	bayes	NOUN
ertr-370	6	11	classification	classification	NOUN
ertr-370	6	12	,	,	PUNCT
ertr-370	6	13	this	this	DET
ertr-370	6	14	study	study	NOUN
ertr-370	6	15	provides	provide	VERB
ertr-370	6	16	evidence	evidence	NOUN
ertr-370	6	17	on	on	ADP
ertr-370	6	18	how	how	SCONJ
ertr-370	6	19	these	these	PRON
ertr-370	6	20	attributes	attribute	VERB
ertr-370	6	21	impact	impact	NOUN
ertr-370	6	22	backpackers	backpacker	NOUN
ertr-370	6	23	'	'	PART
ertr-370	6	24	perceptions	perception	NOUN
ertr-370	6	25	of	of	ADP
ertr-370	6	26	security	security	NOUN
ertr-370	6	27	.	.	PUNCT
ertr-370	7	1	results	result	NOUN
ertr-370	7	2	of	of	ADP
ertr-370	7	3	this	this	DET
ertr-370	7	4	study	study	NOUN
ertr-370	7	5	are	be	AUX
ertr-370	7	6	valuable	valuable	ADJ
ertr-370	7	7	in	in	ADP
ertr-370	7	8	demonstrating	demonstrate	VERB
ertr-370	7	9	how	how	SCONJ
ertr-370	7	10	hostel	hostel	NOUN
ertr-370	7	11	managers	manager	NOUN
ertr-370	7	12	can	can	AUX
ertr-370	7	13	utilize	utilize	VERB
ertr-370	7	14	rich	rich	ADJ
ertr-370	7	15	information	information	NOUN
ertr-370	7	16	generated	generate	VERB
ertr-370	7	17	by	by	ADP
ertr-370	7	18	backpackers	backpacker	NOUN
ertr-370	7	19	on	on	ADP
ertr-370	7	20	the	the	DET
ertr-370	7	21	internet	internet	NOUN
ertr-370	7	22	to	to	PART
ertr-370	7	23	develop	develop	VERB
ertr-370	7	24	and	and	CCONJ
ertr-370	7	25	improve	improve	VERB
ertr-370	7	26	their	their	PRON
ertr-370	7	27	business	business	NOUN
ertr-370	7	28	.	.	PUNCT
ertr-370	8	1	key	key	ADJ
ertr-370	8	2	words	word	NOUN
ertr-370	8	3	:	:	PUNCT
ertr-370	8	4	hostels	hostel	NOUN
ertr-370	8	5	,	,	PUNCT
ertr-370	8	6	security	security	NOUN
ertr-370	8	7	,	,	PUNCT
ertr-370	8	8	backpackers	backpacker	NOUN
ertr-370	8	9	,	,	PUNCT
ertr-370	8	10	country	country	NOUN
ertr-370	8	11	of	of	ADP
ertr-370	8	12	origin	origin	NOUN
ertr-370	8	13	,	,	PUNCT
ertr-370	8	14	word	word	NOUN
ertr-370	8	15	of	of	ADP
ertr-370	8	16	mouth	mouth	NOUN
ertr-370	8	17	,	,	PUNCT
ertr-370	8	18	centering	center	VERB
ertr-370	8	19	resonance	resonance	NOUN
ertr-370	8	20	analysis	analysis	NOUN
ertr-370	8	21	,	,	PUNCT
ertr-370	8	22	sentiment	sentiment	NOUN
ertr-370	8	23	analysis	analysis	NOUN
ertr-370	8	24	.	.	PUNCT
ertr-370	9	1	sina	sina	PROPN
ertr-370	9	2	shokoohyar	shokoohyar	PROPN
ertr-370	9	3	erivan	erivan	PROPN
ertr-370	9	4	k.	k.	PROPN
ertr-370	9	5	haub	haub	PROPN
ertr-370	9	6	school	school	PROPN
ertr-370	9	7	of	of	ADP
ertr-370	9	8	business	business	PROPN
ertr-370	9	9	saint	saint	PROPN
ertr-370	9	10	joseph	joseph	PROPN
ertr-370	9	11	’s	’s	PART
ertr-370	9	12	university	university	PROPN
ertr-370	9	13	philadelphia	philadelphia	PROPN
ertr-370	9	14	,	,	PUNCT
ertr-370	9	15	pa	pa	PROPN
ertr-370	9	16	19131	19131	NUM
ertr-370	9	17	united	united	PROPN
ertr-370	9	18	states	states	PROPN
ertr-370	9	19	phone	phone	NOUN
ertr-370	9	20	:	:	PUNCT
ertr-370	10	1	[	[	X
ertr-370	10	2	001	001	NUM
ertr-370	10	3	]	]	X
ertr-370	10	4	(	(	PUNCT
ertr-370	10	5	610	610	NUM
ertr-370	10	6	)	)	PUNCT
ertr-370	10	7	660	660	NUM
ertr-370	10	8	2217	2217	NUM
ertr-370	10	9	email	email	NOUN
ertr-370	10	10	:	:	PUNCT
ertr-370	10	11	sshokooh@sju.edu	sshokooh@sju.edu	PROPN
ertr-370	10	12	sina	sina	PROPN
ertr-370	10	13	shokoohyar	shokoohyar	PROPN
ertr-370	10	14	is	be	AUX
ertr-370	10	15	an	an	DET
ertr-370	10	16	assistant	assistant	ADJ
ertr-370	10	17	professor	professor	NOUN
ertr-370	10	18	of	of	ADP
ertr-370	10	19	decision	decision	NOUN
ertr-370	10	20	and	and	CCONJ
ertr-370	10	21	system	system	NOUN
ertr-370	10	22	sciences	science	NOUN
ertr-370	10	23	(	(	PUNCT
ertr-370	10	24	dss	dss	NOUN
ertr-370	10	25	)	)	PUNCT
ertr-370	10	26	at	at	ADP
ertr-370	10	27	saint	saint	PROPN
ertr-370	10	28	joseph	joseph	PROPN
ertr-370	10	29	’s	’s	PART
ertr-370	10	30	university	university	NOUN
ertr-370	10	31	.	.	PUNCT
ertr-370	11	1	his	his	PRON
ertr-370	11	2	research	research	NOUN
ertr-370	11	3	focuses	focus	VERB
ertr-370	11	4	on	on	ADP
ertr-370	11	5	developing	develop	VERB
ertr-370	11	6	decision	decision	NOUN
ertr-370	11	7	analytic	analytic	ADJ
ertr-370	11	8	tools	tool	NOUN
ertr-370	11	9	that	that	PRON
ertr-370	11	10	can	can	AUX
ertr-370	11	11	be	be	AUX
ertr-370	11	12	implemented	implement	VERB
ertr-370	11	13	in	in	ADP
ertr-370	11	14	ride	ride	NOUN
ertr-370	11	15	-	-	PUNCT
ertr-370	11	16	sharing	share	VERB
ertr-370	11	17	platforms	platform	NOUN
ertr-370	11	18	(	(	PUNCT
ertr-370	11	19	e.g.	e.g.	ADV
ertr-370	11	20	,	,	PUNCT
ertr-370	11	21	uber	uber	ADJ
ertr-370	11	22	,	,	PUNCT
ertr-370	11	23	lyft	lyft	NOUN
ertr-370	11	24	,	,	PUNCT
ertr-370	11	25	…	…	PUNCT
ertr-370	11	26	)	)	PUNCT
ertr-370	11	27	,	,	PUNCT
ertr-370	11	28	tourism	tourism	NOUN
ertr-370	11	29	industry	industry	NOUN
ertr-370	11	30	,	,	PUNCT
ertr-370	11	31	new	new	ADJ
ertr-370	11	32	product	product	NOUN
ertr-370	11	33	development	development	NOUN
ertr-370	11	34	project	project	NOUN
ertr-370	11	35	,	,	PUNCT
ertr-370	11	36	and	and	CCONJ
ertr-370	11	37	supplier	supplier	NOUN
ertr-370	11	38	evaluation	evaluation	NOUN
ertr-370	11	39	systems	system	NOUN
ertr-370	11	40	.	.	PUNCT
ertr-370	12	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	12	2	mailto:sshokooh@sju.edu	mailto:sshokooh@sju.edu	PROPN
ertr-370	12	3	e	e	NOUN
ertr-370	12	4	-	-	NOUN
ertr-370	12	5	review	review	NOUN
ertr-370	12	6	of	of	ADP
ertr-370	12	7	tourism	tourism	NOUN
ertr-370	12	8	research	research	NOUN
ertr-370	12	9	(	(	PUNCT
ertr-370	12	10	ertr	ertr	NOUN
ertr-370	12	11	)	)	PUNCT
ertr-370	12	12	,	,	PUNCT
ertr-370	12	13	vol	vol	NOUN
ertr-370	12	14	.	.	PROPN
ertr-370	12	15	16	16	NUM
ertr-370	12	16	,	,	PUNCT
ertr-370	12	17	no	no	INTJ
ertr-370	12	18	.	.	NOUN
ertr-370	12	19	4	4	NUM
ertr-370	12	20	,	,	PUNCT
ertr-370	12	21	2019	2019	NUM
ertr-370	12	22	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	12	23	250	250	NUM
ertr-370	12	24	introduction	introduction	NOUN
ertr-370	12	25	youth	youth	NOUN
ertr-370	12	26	and	and	CCONJ
ertr-370	12	27	student	student	NOUN
ertr-370	12	28	market	market	NOUN
ertr-370	12	29	accounts	account	VERB
ertr-370	12	30	for	for	ADP
ertr-370	12	31	20	20	NUM
ertr-370	12	32	to	to	PART
ertr-370	12	33	25	25	NUM
ertr-370	12	34	percent	percent	NOUN
ertr-370	12	35	of	of	ADP
ertr-370	12	36	international	international	ADJ
ertr-370	12	37	tourism	tourism	NOUN
ertr-370	12	38	as	as	ADP
ertr-370	12	39	a	a	DET
ertr-370	12	40	whole	whole	NOUN
ertr-370	12	41	(	(	PUNCT
ertr-370	12	42	hecht	hecht	PROPN
ertr-370	12	43	&	&	CCONJ
ertr-370	12	44	martin	martin	PROPN
ertr-370	12	45	,	,	PUNCT
ertr-370	12	46	2006	2006	NUM
ertr-370	12	47	;	;	PUNCT
ertr-370	13	1	richards	richard	NOUN
ertr-370	13	2	,	,	PUNCT
ertr-370	13	3	king	king	NOUN
ertr-370	13	4	,	,	PUNCT
ertr-370	13	5	&	&	CCONJ
ertr-370	13	6	others	other	NOUN
ertr-370	13	7	,	,	PUNCT
ertr-370	13	8	2003	2003	NUM
ertr-370	13	9	)	)	PUNCT
ertr-370	13	10	.	.	PUNCT
ertr-370	14	1	hostels	hostel	NOUN
ertr-370	14	2	provide	provide	VERB
ertr-370	14	3	backpackers	backpacker	NOUN
ertr-370	14	4	with	with	ADP
ertr-370	14	5	budget	budget	NOUN
ertr-370	14	6	accommodation	accommodation	NOUN
ertr-370	14	7	services	service	NOUN
ertr-370	14	8	combined	combine	VERB
ertr-370	14	9	with	with	ADP
ertr-370	14	10	an	an	DET
ertr-370	14	11	informal	informal	ADJ
ertr-370	14	12	atmosphere	atmosphere	NOUN
ertr-370	14	13	.	.	PUNCT
ertr-370	15	1	online	online	ADJ
ertr-370	15	2	booking	booking	NOUN
ertr-370	15	3	systems	system	NOUN
ertr-370	15	4	are	be	AUX
ertr-370	15	5	a	a	DET
ertr-370	15	6	key	key	ADJ
ertr-370	15	7	factor	factor	NOUN
ertr-370	15	8	in	in	ADP
ertr-370	15	9	connecting	connect	VERB
ertr-370	15	10	hostels	hostel	NOUN
ertr-370	15	11	around	around	ADP
ertr-370	15	12	the	the	DET
ertr-370	15	13	world	world	NOUN
ertr-370	15	14	and	and	CCONJ
ertr-370	15	15	keeping	keep	VERB
ertr-370	15	16	their	their	PRON
ertr-370	15	17	cost	cost	NOUN
ertr-370	15	18	low	low	ADJ
ertr-370	15	19	and	and	CCONJ
ertr-370	15	20	their	their	PRON
ertr-370	15	21	systems	system	NOUN
ertr-370	15	22	efficient	efficient	ADJ
ertr-370	15	23	.	.	PUNCT
ertr-370	16	1	hostelworld.com	hostelworld.com	X
ertr-370	16	2	,	,	PUNCT
ertr-370	16	3	a	a	DET
ertr-370	16	4	leading	lead	VERB
ertr-370	16	5	online	online	ADJ
ertr-370	16	6	booking	booking	NOUN
ertr-370	16	7	system	system	NOUN
ertr-370	16	8	maintains	maintain	VERB
ertr-370	16	9	over	over	ADP
ertr-370	16	10	14,000	14,000	NUM
ertr-370	16	11	hostels	hostel	NOUN
ertr-370	16	12	around	around	ADP
ertr-370	16	13	the	the	DET
ertr-370	16	14	world	world	NOUN
ertr-370	16	15	.	.	PUNCT
ertr-370	17	1	this	this	DET
ertr-370	17	2	reservation	reservation	NOUN
ertr-370	17	3	system	system	NOUN
ertr-370	17	4	generated	generate	VERB
ertr-370	17	5	revenue	revenue	NOUN
ertr-370	17	6	of	of	ADP
ertr-370	17	7	€	€	SYM
ertr-370	17	8	21.5	21.5	NUM
ertr-370	17	9	million	million	NUM
ertr-370	17	10	in	in	ADP
ertr-370	17	11	2016	2016	NUM
ertr-370	17	12	(	(	PUNCT
ertr-370	17	13	hostelworld	hostelworld	NOUN
ertr-370	17	14	,	,	PUNCT
ertr-370	17	15	2016	2016	NUM
ertr-370	17	16	)	)	PUNCT
ertr-370	17	17	.	.	PUNCT
ertr-370	18	1	it	it	PRON
ertr-370	18	2	is	be	AUX
ertr-370	18	3	important	important	ADJ
ertr-370	18	4	for	for	SCONJ
ertr-370	18	5	hostels	hostel	NOUN
ertr-370	18	6	to	to	PART
ertr-370	18	7	identify	identify	VERB
ertr-370	18	8	the	the	DET
ertr-370	18	9	factors	factor	NOUN
ertr-370	18	10	impacting	impact	VERB
ertr-370	18	11	backpackers	backpacker	NOUN
ertr-370	18	12	'	'	PART
ertr-370	18	13	choices	choice	NOUN
ertr-370	18	14	of	of	ADP
ertr-370	18	15	hostels	hostel	NOUN
ertr-370	18	16	to	to	PART
ertr-370	18	17	expand	expand	VERB
ertr-370	18	18	their	their	PRON
ertr-370	18	19	business	business	NOUN
ertr-370	18	20	.	.	PUNCT
ertr-370	19	1	several	several	ADJ
ertr-370	19	2	studies	study	NOUN
ertr-370	19	3	have	have	AUX
ertr-370	19	4	shown	show	VERB
ertr-370	19	5	the	the	DET
ertr-370	19	6	importance	importance	NOUN
ertr-370	19	7	of	of	ADP
ertr-370	19	8	security	security	NOUN
ertr-370	19	9	in	in	ADP
ertr-370	19	10	the	the	DET
ertr-370	19	11	backpackers	backpacker	NOUN
ertr-370	19	12	'	'	PART
ertr-370	19	13	choice	choice	NOUN
ertr-370	19	14	of	of	ADP
ertr-370	19	15	a	a	DET
ertr-370	19	16	hostel	hostel	NOUN
ertr-370	19	17	(	(	PUNCT
ertr-370	19	18	amblee	amblee	PROPN
ertr-370	19	19	,	,	PUNCT
ertr-370	19	20	2015	2015	NUM
ertr-370	19	21	;	;	PUNCT
ertr-370	19	22	cró	cró	NOUN
ertr-370	19	23	&	&	CCONJ
ertr-370	19	24	martins	martin	NOUN
ertr-370	19	25	,	,	PUNCT
ertr-370	19	26	2017	2017	NUM
ertr-370	19	27	;	;	PUNCT
ertr-370	19	28	cró	cró	NOUN
ertr-370	19	29	,	,	PUNCT
ertr-370	19	30	martins	martin	NOUN
ertr-370	19	31	,	,	PUNCT
ertr-370	19	32	simões	simões	ADJ
ertr-370	19	33	,	,	PUNCT
ertr-370	19	34	&	&	CCONJ
ertr-370	19	35	calisto	calisto	PROPN
ertr-370	19	36	,	,	PUNCT
ertr-370	19	37	2018	2018	NUM
ertr-370	19	38	;	;	PUNCT
ertr-370	19	39	shanahan	shanahan	PROPN
ertr-370	19	40	&	&	CCONJ
ertr-370	19	41	hyman	hyman	PROPN
ertr-370	19	42	,	,	PUNCT
ertr-370	19	43	2007	2007	NUM
ertr-370	19	44	)	)	PUNCT
ertr-370	19	45	.	.	PUNCT
ertr-370	20	1	backpackers	backpacker	NOUN
ertr-370	20	2	may	may	AUX
ertr-370	20	3	analyze	analyze	VERB
ertr-370	20	4	a	a	DET
ertr-370	20	5	hostel	hostel	NOUN
ertr-370	20	6	's	's	PART
ertr-370	20	7	security	security	NOUN
ertr-370	20	8	by	by	ADP
ertr-370	20	9	going	go	VERB
ertr-370	20	10	over	over	ADP
ertr-370	20	11	previous	previous	ADJ
ertr-370	20	12	guest	guest	NOUN
ertr-370	20	13	reviews	review	NOUN
ertr-370	20	14	available	available	ADJ
ertr-370	20	15	on	on	ADP
ertr-370	20	16	online	online	ADJ
ertr-370	20	17	booking	booking	NOUN
ertr-370	20	18	systems	system	NOUN
ertr-370	20	19	or	or	CCONJ
ertr-370	20	20	may	may	AUX
ertr-370	20	21	simply	simply	ADV
ertr-370	20	22	focus	focus	VERB
ertr-370	20	23	on	on	ADP
ertr-370	20	24	the	the	DET
ertr-370	20	25	average	average	ADJ
ertr-370	20	26	security	security	NOUN
ertr-370	20	27	rate	rate	NOUN
ertr-370	20	28	provided	provide	VERB
ertr-370	20	29	.	.	PUNCT
ertr-370	21	1	research	research	NOUN
ertr-370	21	2	has	have	AUX
ertr-370	21	3	shown	show	VERB
ertr-370	21	4	that	that	SCONJ
ertr-370	21	5	in	in	ADP
ertr-370	21	6	this	this	DET
ertr-370	21	7	network	network	NOUN
ertr-370	21	8	of	of	ADP
ertr-370	21	9	hostels	hostel	NOUN
ertr-370	21	10	,	,	PUNCT
ertr-370	21	11	world	world	NOUN
ertr-370	21	12	-	-	PUNCT
ertr-370	21	13	of	of	ADP
ertr-370	21	14	-	-	PUNCT
ertr-370	21	15	mouth	mouth	NOUN
ertr-370	21	16	(	(	PUNCT
ertr-370	21	17	wom	wom	NOUN
ertr-370	21	18	)	)	PUNCT
ertr-370	21	19	recommendations	recommendation	NOUN
ertr-370	21	20	significantly	significantly	ADV
ertr-370	21	21	impact	impact	VERB
ertr-370	21	22	the	the	DET
ertr-370	21	23	backpackers	backpacker	NOUN
ertr-370	21	24	'	'	PART
ertr-370	21	25	choice	choice	NOUN
ertr-370	21	26	of	of	ADP
ertr-370	21	27	a	a	DET
ertr-370	21	28	hostel	hostel	NOUN
ertr-370	21	29	(	(	PUNCT
ertr-370	21	30	martins	martin	NOUN
ertr-370	21	31	,	,	PUNCT
ertr-370	21	32	rachão	rachão	PROPN
ertr-370	21	33	,	,	PUNCT
ertr-370	21	34	&	&	CCONJ
ertr-370	21	35	costa	costa	PROPN
ertr-370	21	36	,	,	PUNCT
ertr-370	21	37	2018	2018	NUM
ertr-370	21	38	)	)	PUNCT
ertr-370	21	39	.	.	PUNCT
ertr-370	22	1	hostelworld.com	hostelworld.com	X
ertr-370	22	2	provide	provide	VERB
ertr-370	22	3	over	over	ADP
ertr-370	22	4	9	9	NUM
ertr-370	22	5	million	million	NUM
ertr-370	22	6	post	post	ADJ
ertr-370	22	7	-	-	ADJ
ertr-370	22	8	stay	stay	ADJ
ertr-370	22	9	reviews	review	NOUN
ertr-370	22	10	since	since	SCONJ
ertr-370	22	11	2005	2005	NUM
ertr-370	22	12	.	.	PUNCT
ertr-370	23	1	analyzing	analyze	VERB
ertr-370	23	2	wom	wom	PROPN
ertr-370	23	3	recommendations	recommendation	NOUN
ertr-370	23	4	are	be	AUX
ertr-370	23	5	important	important	ADJ
ertr-370	23	6	for	for	ADP
ertr-370	23	7	backpackers	backpacker	NOUN
ertr-370	23	8	,	,	PUNCT
ertr-370	23	9	hostel	hostel	NOUN
ertr-370	23	10	managers	manager	NOUN
ertr-370	23	11	,	,	PUNCT
ertr-370	23	12	and	and	CCONJ
ertr-370	23	13	online	online	ADJ
ertr-370	23	14	booking	booking	NOUN
ertr-370	23	15	systems	system	NOUN
ertr-370	23	16	:	:	PUNCT
ertr-370	23	17	first	first	ADV
ertr-370	23	18	,	,	PUNCT
ertr-370	23	19	form	form	NOUN
ertr-370	23	20	backpackers	backpacker	NOUN
ertr-370	23	21	point	point	NOUN
ertr-370	23	22	of	of	ADP
ertr-370	23	23	view	view	NOUN
ertr-370	23	24	,	,	PUNCT
ertr-370	23	25	the	the	DET
ertr-370	23	26	average	average	ADJ
ertr-370	23	27	rating	rating	NOUN
ertr-370	23	28	along	along	ADP
ertr-370	23	29	with	with	ADP
ertr-370	23	30	the	the	DET
ertr-370	23	31	review	review	NOUN
ertr-370	23	32	content	content	NOUN
ertr-370	23	33	shows	show	VERB
ertr-370	23	34	what	what	PRON
ertr-370	23	35	they	they	PRON
ertr-370	23	36	can	can	AUX
ertr-370	23	37	expect	expect	VERB
ertr-370	23	38	to	to	PART
ertr-370	23	39	experience	experience	VERB
ertr-370	23	40	in	in	ADP
ertr-370	23	41	a	a	DET
ertr-370	23	42	given	give	VERB
ertr-370	23	43	hostel	hostel	NOUN
ertr-370	23	44	.	.	PUNCT
ertr-370	24	1	second	second	ADJ
ertr-370	24	2	,	,	PUNCT
ertr-370	24	3	from	from	ADP
ertr-370	24	4	hostels	hostel	NOUN
ertr-370	24	5	managers	manager	NOUN
ertr-370	24	6	'	'	PART
ertr-370	24	7	point	point	NOUN
ertr-370	24	8	of	of	ADP
ertr-370	24	9	view	view	NOUN
ertr-370	24	10	,	,	PUNCT
ertr-370	24	11	analyzing	analyze	VERB
ertr-370	24	12	the	the	DET
ertr-370	24	13	review	review	NOUN
ertr-370	24	14	contents	content	NOUN
ertr-370	24	15	help	help	VERB
ertr-370	24	16	them	they	PRON
ertr-370	24	17	to	to	PART
ertr-370	24	18	explore	explore	VERB
ertr-370	24	19	reasons	reason	NOUN
ertr-370	24	20	behind	behind	ADP
ertr-370	24	21	low	low	ADJ
ertr-370	24	22	/	/	SYM
ertr-370	24	23	high	high	ADJ
ertr-370	24	24	ratings	rating	NOUN
ertr-370	24	25	and	and	CCONJ
ertr-370	24	26	in	in	ADP
ertr-370	24	27	turn	turn	NOUN
ertr-370	24	28	to	to	PART
ertr-370	24	29	identify	identify	VERB
ertr-370	24	30	their	their	PRON
ertr-370	24	31	hostels	hostel	NOUN
ertr-370	24	32	’	’	PART
ertr-370	24	33	strengths	strength	NOUN
ertr-370	24	34	and	and	CCONJ
ertr-370	24	35	weaknesses	weakness	NOUN
ertr-370	24	36	,	,	PUNCT
ertr-370	24	37	and	and	CCONJ
ertr-370	24	38	prescribe	prescribe	VERB
ertr-370	24	39	appropriate	appropriate	ADJ
ertr-370	24	40	corrective	corrective	ADJ
ertr-370	24	41	strategies	strategy	NOUN
ertr-370	24	42	.	.	PUNCT
ertr-370	25	1	through	through	ADP
ertr-370	25	2	analyzing	analyze	VERB
ertr-370	25	3	interview	interview	NOUN
ertr-370	25	4	contents	content	NOUN
ertr-370	25	5	,	,	PUNCT
ertr-370	25	6	hecht	hecht	PROPN
ertr-370	25	7	and	and	CCONJ
ertr-370	25	8	martin	martin	PROPN
ertr-370	25	9	(	(	PUNCT
ertr-370	25	10	2006	2006	NUM
ertr-370	25	11	)	)	PUNCT
ertr-370	25	12	showed	show	VERB
ertr-370	25	13	that	that	SCONJ
ertr-370	25	14	lockers	locker	NOUN
ertr-370	25	15	,	,	PUNCT
ertr-370	25	16	safety	safety	NOUN
ertr-370	25	17	deposit	deposit	NOUN
ertr-370	25	18	boxes	box	NOUN
ertr-370	25	19	,	,	PUNCT
ertr-370	25	20	front	front	ADJ
ertr-370	25	21	desk	desk	NOUN
ertr-370	25	22	(	(	PUNCT
ertr-370	25	23	24	24	NUM
ertr-370	25	24	hours	hour	NOUN
ertr-370	25	25	)	)	PUNCT
ertr-370	25	26	,	,	PUNCT
ertr-370	25	27	and	and	CCONJ
ertr-370	25	28	locks	lock	NOUN
ertr-370	25	29	on	on	ADP
ertr-370	25	30	doors	door	NOUN
ertr-370	25	31	are	be	AUX
ertr-370	25	32	the	the	DET
ertr-370	25	33	main	main	ADJ
ertr-370	25	34	satisfaction	satisfaction	NOUN
ertr-370	25	35	factors	factor	NOUN
ertr-370	25	36	of	of	ADP
ertr-370	25	37	safety	safety	NOUN
ertr-370	25	38	and	and	CCONJ
ertr-370	25	39	security	security	NOUN
ertr-370	25	40	at	at	ADP
ertr-370	25	41	hostels	hostel	NOUN
ertr-370	25	42	.	.	PUNCT
ertr-370	26	1	improving	improve	VERB
ertr-370	26	2	these	these	DET
ertr-370	26	3	items	item	NOUN
ertr-370	26	4	(	(	PUNCT
ertr-370	26	5	i.e.	i.e.	X
ertr-370	26	6	,	,	PUNCT
ertr-370	26	7	lockers	locker	NOUN
ertr-370	26	8	,	,	PUNCT
ertr-370	26	9	safety	safety	NOUN
ertr-370	26	10	deposit	deposit	NOUN
ertr-370	26	11	boxes	box	NOUN
ertr-370	26	12	,	,	PUNCT
ertr-370	26	13	front	front	ADJ
ertr-370	26	14	desk	desk	NOUN
ertr-370	26	15	(	(	PUNCT
ertr-370	26	16	24	24	NUM
ertr-370	26	17	hours	hour	NOUN
ertr-370	26	18	)	)	PUNCT
ertr-370	26	19	,	,	PUNCT
ertr-370	26	20	and	and	CCONJ
ertr-370	26	21	locks	lock	NOUN
ertr-370	26	22	on	on	ADP
ertr-370	26	23	doors	door	NOUN
ertr-370	26	24	)	)	PUNCT
ertr-370	26	25	by	by	ADP
ertr-370	26	26	hostels	hostel	NOUN
ertr-370	26	27	’	'	PUNCT
ertr-370	26	28	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	26	29	e	e	NOUN
ertr-370	26	30	-	-	NOUN
ertr-370	26	31	review	review	NOUN
ertr-370	26	32	of	of	ADP
ertr-370	26	33	tourism	tourism	NOUN
ertr-370	26	34	research	research	NOUN
ertr-370	26	35	(	(	PUNCT
ertr-370	26	36	ertr	ertr	NOUN
ertr-370	26	37	)	)	PUNCT
ertr-370	26	38	,	,	PUNCT
ertr-370	26	39	vol	vol	NOUN
ertr-370	26	40	.	.	PROPN
ertr-370	26	41	16	16	NUM
ertr-370	26	42	,	,	PUNCT
ertr-370	26	43	no	no	INTJ
ertr-370	26	44	.	.	NOUN
ertr-370	26	45	4	4	NUM
ertr-370	26	46	,	,	PUNCT
ertr-370	26	47	2019	2019	NUM
ertr-370	26	48	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	26	49	251	251	NUM
ertr-370	26	50	managers	manager	NOUN
ertr-370	26	51	will	will	AUX
ertr-370	26	52	help	help	VERB
ertr-370	26	53	hostels	hostel	NOUN
ertr-370	26	54	to	to	PART
ertr-370	26	55	receive	receive	VERB
ertr-370	26	56	a	a	DET
ertr-370	26	57	higher	high	ADJ
ertr-370	26	58	rating	rating	NOUN
ertr-370	26	59	in	in	ADP
ertr-370	26	60	security	security	NOUN
ertr-370	26	61	and	and	CCONJ
ertr-370	26	62	in	in	ADP
ertr-370	26	63	turn	turn	NOUN
ertr-370	26	64	may	may	AUX
ertr-370	26	65	improve	improve	VERB
ertr-370	26	66	guests	guest	NOUN
ertr-370	26	67	’	'	PUNCT
ertr-370	26	68	willingness	willingness	NOUN
ertr-370	26	69	to	to	PART
ertr-370	26	70	pay	pay	VERB
ertr-370	26	71	(	(	PUNCT
ertr-370	26	72	cró	cró	NOUN
ertr-370	26	73	et	et	PROPN
ertr-370	26	74	al	al	PROPN
ertr-370	26	75	.	.	PROPN
ertr-370	26	76	,	,	PUNCT
ertr-370	26	77	2018	2018	NUM
ertr-370	26	78	)	)	PUNCT
ertr-370	26	79	.	.	PUNCT
ertr-370	27	1	finally	finally	ADV
ertr-370	27	2	,	,	PUNCT
ertr-370	27	3	online	online	ADJ
ertr-370	27	4	booking	booking	NOUN
ertr-370	27	5	systems	system	NOUN
ertr-370	27	6	may	may	AUX
ertr-370	27	7	integrate	integrate	VERB
ertr-370	27	8	a	a	DET
ertr-370	27	9	summary	summary	NOUN
ertr-370	27	10	of	of	ADP
ertr-370	27	11	the	the	DET
ertr-370	27	12	review	review	NOUN
ertr-370	27	13	content	content	NOUN
ertr-370	27	14	on	on	ADP
ertr-370	27	15	their	their	PRON
ertr-370	27	16	portal	portal	NOUN
ertr-370	27	17	along	along	ADP
ertr-370	27	18	with	with	ADP
ertr-370	27	19	the	the	DET
ertr-370	27	20	average	average	ADJ
ertr-370	27	21	rating	rating	NOUN
ertr-370	27	22	to	to	AUX
ertr-370	27	23	facilitate	facilitate	VERB
ertr-370	27	24	backpackers	backpacker	NOUN
ertr-370	27	25	'	'	PART
ertr-370	27	26	hostel	hostel	NOUN
ertr-370	27	27	picking	picking	NOUN
ertr-370	27	28	process	process	NOUN
ertr-370	27	29	.	.	PUNCT
ertr-370	28	1	security	security	NOUN
ertr-370	28	2	is	be	AUX
ertr-370	28	3	defined	define	VERB
ertr-370	28	4	as	as	ADP
ertr-370	28	5	threats	threat	NOUN
ertr-370	28	6	imposed	impose	VERB
ertr-370	28	7	by	by	ADP
ertr-370	28	8	people	people	NOUN
ertr-370	28	9	,	,	PUNCT
ertr-370	28	10	and	and	CCONJ
ertr-370	28	11	that	that	PRON
ertr-370	28	12	is	be	AUX
ertr-370	28	13	why	why	SCONJ
ertr-370	28	14	security	security	NOUN
ertr-370	28	15	is	be	AUX
ertr-370	28	16	a	a	DET
ertr-370	28	17	dynamic	dynamic	ADJ
ertr-370	28	18	element	element	NOUN
ertr-370	28	19	,	,	PUNCT
ertr-370	28	20	meaning	mean	VERB
ertr-370	28	21	that	that	SCONJ
ertr-370	28	22	it	it	PRON
ertr-370	28	23	depends	depend	VERB
ertr-370	28	24	on	on	ADP
ertr-370	28	25	the	the	DET
ertr-370	28	26	person	person	NOUN
ertr-370	28	27	posing	pose	VERB
ertr-370	28	28	a	a	DET
ertr-370	28	29	security	security	NOUN
ertr-370	28	30	threat	threat	NOUN
ertr-370	28	31	,	,	PUNCT
ertr-370	28	32	and	and	CCONJ
ertr-370	28	33	it	it	PRON
ertr-370	28	34	can	can	AUX
ertr-370	28	35	not	not	PART
ertr-370	28	36	often	often	ADV
ertr-370	28	37	be	be	AUX
ertr-370	28	38	foreseen	foresee	VERB
ertr-370	28	39	.	.	PUNCT
ertr-370	29	1	backpackers	backpacker	NOUN
ertr-370	29	2	'	'	PART
ertr-370	29	3	perception	perception	NOUN
ertr-370	29	4	of	of	ADP
ertr-370	29	5	security	security	NOUN
ertr-370	29	6	is	be	AUX
ertr-370	29	7	determined	determine	VERB
ertr-370	29	8	by	by	ADP
ertr-370	29	9	how	how	SCONJ
ertr-370	29	10	safe	safe	ADJ
ertr-370	29	11	and	and	CCONJ
ertr-370	29	12	secure	secure	ADJ
ertr-370	29	13	they	they	PRON
ertr-370	29	14	feel	feel	VERB
ertr-370	29	15	about	about	ADP
ertr-370	29	16	themselves	themselves	PRON
ertr-370	29	17	and	and	CCONJ
ertr-370	29	18	their	their	PRON
ertr-370	29	19	belongings	belonging	NOUN
ertr-370	29	20	.	.	PUNCT
ertr-370	30	1	guest	guest	NOUN
ertr-370	30	2	expectations	expectation	NOUN
ertr-370	30	3	are	be	AUX
ertr-370	30	4	defined	define	VERB
ertr-370	30	5	as	as	ADP
ertr-370	30	6	beliefs	belief	NOUN
ertr-370	30	7	about	about	ADP
ertr-370	30	8	service	service	NOUN
ertr-370	30	9	delivery	delivery	NOUN
ertr-370	30	10	that	that	PRON
ertr-370	30	11	serve	serve	VERB
ertr-370	30	12	as	as	ADP
ertr-370	30	13	standards	standard	NOUN
ertr-370	30	14	or	or	CCONJ
ertr-370	30	15	reference	reference	NOUN
ertr-370	30	16	points	point	NOUN
ertr-370	30	17	against	against	ADP
ertr-370	30	18	which	which	DET
ertr-370	30	19	performance	performance	NOUN
ertr-370	30	20	is	be	AUX
ertr-370	30	21	judged	judge	VERB
ertr-370	30	22	(	(	PUNCT
ertr-370	30	23	wilson	wilson	PROPN
ertr-370	30	24	,	,	PUNCT
ertr-370	30	25	zeithaml	zeithaml	PROPN
ertr-370	30	26	,	,	PUNCT
ertr-370	30	27	bitner	bitner	NOUN
ertr-370	30	28	,	,	PUNCT
ertr-370	30	29	&	&	CCONJ
ertr-370	30	30	gremler	gremler	NOUN
ertr-370	30	31	,	,	PUNCT
ertr-370	30	32	2008	2008	NUM
ertr-370	30	33	)	)	PUNCT
ertr-370	30	34	,	,	PUNCT
ertr-370	30	35	and	and	CCONJ
ertr-370	30	36	customer	customer	NOUN
ertr-370	30	37	perceptions	perception	NOUN
ertr-370	30	38	are	be	AUX
ertr-370	30	39	subjective	subjective	ADJ
ertr-370	30	40	assessments	assessment	NOUN
ertr-370	30	41	of	of	ADP
ertr-370	30	42	actual	actual	ADJ
ertr-370	30	43	service	service	NOUN
ertr-370	30	44	experiments	experiment	NOUN
ertr-370	30	45	through	through	ADP
ertr-370	30	46	interaction	interaction	NOUN
ertr-370	30	47	with	with	ADP
ertr-370	30	48	the	the	DET
ertr-370	30	49	others	other	NOUN
ertr-370	30	50	(	(	PUNCT
ertr-370	30	51	wilson	wilson	PROPN
ertr-370	30	52	et	et	PROPN
ertr-370	30	53	al	al	PROPN
ertr-370	30	54	.	.	PROPN
ertr-370	30	55	,	,	PUNCT
ertr-370	30	56	2008	2008	NUM
ertr-370	30	57	)	)	PUNCT
ertr-370	30	58	.	.	PUNCT
ertr-370	31	1	amblee	amblee	PROPN
ertr-370	31	2	(	(	PUNCT
ertr-370	31	3	2015	2015	NUM
ertr-370	31	4	)	)	PUNCT
ertr-370	31	5	showed	show	VERB
ertr-370	31	6	that	that	SCONJ
ertr-370	31	7	hostels	hostel	NOUN
ertr-370	31	8	cleanliness	cleanliness	NOUN
ertr-370	31	9	and	and	CCONJ
ertr-370	31	10	location	location	NOUN
ertr-370	31	11	positively	positively	ADV
ertr-370	31	12	and	and	CCONJ
ertr-370	31	13	significantly	significantly	ADV
ertr-370	31	14	impact	impact	VERB
ertr-370	31	15	backpackers	backpacker	NOUN
ertr-370	31	16	'	'	PART
ertr-370	31	17	perception	perception	NOUN
ertr-370	31	18	of	of	ADP
ertr-370	31	19	security	security	NOUN
ertr-370	31	20	.	.	PUNCT
ertr-370	32	1	clean	clean	ADJ
ertr-370	32	2	facility	facility	NOUN
ertr-370	32	3	implies	imply	VERB
ertr-370	32	4	control	control	NOUN
ertr-370	32	5	and	and	CCONJ
ertr-370	32	6	organization	organization	NOUN
ertr-370	32	7	,	,	PUNCT
ertr-370	32	8	and	and	CCONJ
ertr-370	32	9	in	in	ADP
ertr-370	32	10	turn	turn	NOUN
ertr-370	32	11	improves	improve	VERB
ertr-370	32	12	backpackers	backpacker	NOUN
ertr-370	32	13	'	'	PART
ertr-370	32	14	perception	perception	NOUN
ertr-370	32	15	of	of	ADP
ertr-370	32	16	security	security	NOUN
ertr-370	32	17	.	.	PUNCT
ertr-370	33	1	it	it	PRON
ertr-370	33	2	is	be	AUX
ertr-370	33	3	also	also	ADV
ertr-370	33	4	shown	show	VERB
ertr-370	33	5	that	that	SCONJ
ertr-370	33	6	the	the	DET
ertr-370	33	7	location	location	NOUN
ertr-370	33	8	of	of	ADP
ertr-370	33	9	a	a	DET
ertr-370	33	10	hotel	hotel	NOUN
ertr-370	33	11	(	(	PUNCT
ertr-370	33	12	safe	safe	ADJ
ertr-370	33	13	/	/	SYM
ertr-370	33	14	unsafe	unsafe	ADJ
ertr-370	33	15	neighbourhood	neighbourhood	NOUN
ertr-370	33	16	)	)	PUNCT
ertr-370	33	17	trigger	trigger	NOUN
ertr-370	33	18	thoughts	thought	NOUN
ertr-370	33	19	regarding	regard	VERB
ertr-370	33	20	personal	personal	ADJ
ertr-370	33	21	security	security	NOUN
ertr-370	33	22	(	(	PUNCT
ertr-370	33	23	shortt	shortt	NOUN
ertr-370	33	24	&	&	CCONJ
ertr-370	33	25	ruys	ruys	PROPN
ertr-370	33	26	,	,	PUNCT
ertr-370	33	27	1994	1994	NUM
ertr-370	33	28	)	)	PUNCT
ertr-370	33	29	.	.	PUNCT
ertr-370	34	1	some	some	DET
ertr-370	34	2	evidence	evidence	NOUN
ertr-370	34	3	shows	show	VERB
ertr-370	34	4	that	that	SCONJ
ertr-370	34	5	there	there	PRON
ertr-370	34	6	might	might	AUX
ertr-370	34	7	be	be	AUX
ertr-370	34	8	other	other	ADJ
ertr-370	34	9	factors	factor	NOUN
ertr-370	34	10	that	that	PRON
ertr-370	34	11	can	can	AUX
ertr-370	34	12	also	also	ADV
ertr-370	34	13	impact	impact	VERB
ertr-370	34	14	backpackers	backpacker	NOUN
ertr-370	34	15	'	'	PART
ertr-370	34	16	perceptions	perception	NOUN
ertr-370	34	17	of	of	ADP
ertr-370	34	18	security	security	NOUN
ertr-370	34	19	.	.	PUNCT
ertr-370	35	1	a	a	DET
ertr-370	35	2	guest	guest	NOUN
ertr-370	35	3	left	leave	VERB
ertr-370	35	4	this	this	DET
ertr-370	35	5	review	review	NOUN
ertr-370	35	6	on	on	ADP
ertr-370	35	7	hostelworld.com	hostelworld.com	X
ertr-370	35	8	:	:	PUNCT
ertr-370	35	9	"	"	PUNCT
ertr-370	35	10	original	original	ADJ
ertr-370	35	11	staff	staff	NOUN
ertr-370	35	12	stole	steal	VERB
ertr-370	35	13	all	all	DET
ertr-370	35	14	the	the	DET
ertr-370	35	15	money	money	NOUN
ertr-370	35	16	whilst	whilst	SCONJ
ertr-370	35	17	there	there	ADV
ertr-370	35	18	.	.	PUNCT
ertr-370	36	1	some	some	PRON
ertr-370	36	2	of	of	ADP
ertr-370	36	3	the	the	DET
ertr-370	36	4	staff	staff	NOUN
ertr-370	36	5	were	be	AUX
ertr-370	36	6	very	very	ADV
ertr-370	36	7	rude	rude	ADJ
ertr-370	36	8	.	.	PUNCT
ertr-370	36	9	"	"	PUNCT
ertr-370	37	1	this	this	DET
ertr-370	37	2	review	review	NOUN
ertr-370	37	3	shows	show	VERB
ertr-370	37	4	how	how	SCONJ
ertr-370	37	5	important	important	ADJ
ertr-370	37	6	a	a	DET
ertr-370	37	7	hostel	hostel	NOUN
ertr-370	37	8	's	's	PART
ertr-370	37	9	staff	staff	NOUN
ertr-370	37	10	is	be	AUX
ertr-370	37	11	in	in	ADP
ertr-370	37	12	making	make	VERB
ertr-370	37	13	a	a	DET
ertr-370	37	14	guest	guest	NOUN
ertr-370	37	15	feel	feel	VERB
ertr-370	37	16	insecure	insecure	ADJ
ertr-370	37	17	.	.	PUNCT
ertr-370	38	1	another	another	DET
ertr-370	38	2	guest	guest	NOUN
ertr-370	38	3	left	leave	VERB
ertr-370	38	4	a	a	DET
ertr-370	38	5	review	review	NOUN
ertr-370	38	6	on	on	ADP
ertr-370	38	7	hostelworld.com	hostelworld.com	X
ertr-370	38	8	about	about	ADP
ertr-370	38	9	hostel	hostel	NOUN
ertr-370	38	10	atmosphere	atmosphere	NOUN
ertr-370	38	11	:	:	PUNCT
ertr-370	38	12	"	"	PUNCT
ertr-370	38	13	this	this	DET
ertr-370	38	14	place	place	NOUN
ertr-370	38	15	was	be	AUX
ertr-370	38	16	not	not	PART
ertr-370	38	17	as	as	ADP
ertr-370	38	18	described	describe	VERB
ertr-370	38	19	on	on	ADP
ertr-370	38	20	the	the	DET
ertr-370	38	21	internet	internet	NOUN
ertr-370	38	22	and	and	CCONJ
ertr-370	38	23	it	it	PRON
ertr-370	38	24	was	be	AUX
ertr-370	38	25	very	very	ADV
ertr-370	38	26	smelly	smelly	ADV
ertr-370	38	27	and	and	CCONJ
ertr-370	38	28	the	the	DET
ertr-370	38	29	people	people	NOUN
ertr-370	38	30	staying	stay	VERB
ertr-370	38	31	here	here	ADV
ertr-370	38	32	appeared	appear	VERB
ertr-370	38	33	to	to	PART
ertr-370	38	34	be	be	AUX
ertr-370	38	35	very	very	ADV
ertr-370	38	36	"	"	PUNCT
ertr-370	38	37	unsavoury	unsavoury	ADJ
ertr-370	38	38	"	"	PUNCT
ertr-370	38	39	i	i	PRON
ertr-370	38	40	would	would	AUX
ertr-370	38	41	not	not	PART
ertr-370	38	42	have	have	AUX
ertr-370	38	43	felt	feel	VERB
ertr-370	38	44	safe	safe	ADJ
ertr-370	38	45	here	here	ADV
ertr-370	38	46	and	and	CCONJ
ertr-370	38	47	left	leave	VERB
ertr-370	38	48	as	as	ADV
ertr-370	38	49	soon	soon	ADV
ertr-370	38	50	as	as	SCONJ
ertr-370	38	51	i	i	PRON
ertr-370	38	52	saw	see	VERB
ertr-370	38	53	the	the	DET
ertr-370	38	54	place	place	NOUN
ertr-370	38	55	.	.	PUNCT
ertr-370	38	56	"	"	PUNCT
ertr-370	38	57	.	.	PUNCT
ertr-370	39	1	this	this	DET
ertr-370	39	2	review	review	NOUN
ertr-370	39	3	indicates	indicate	VERB
ertr-370	39	4	how	how	SCONJ
ertr-370	39	5	an	an	DET
ertr-370	39	6	unfriendly	unfriendly	ADJ
ertr-370	39	7	atmosphere	atmosphere	NOUN
ertr-370	39	8	can	can	AUX
ertr-370	39	9	impact	impact	VERB
ertr-370	39	10	backpackers	backpacker	NOUN
ertr-370	39	11	'	'	PART
ertr-370	39	12	perceptions	perception	NOUN
ertr-370	39	13	of	of	ADP
ertr-370	39	14	security	security	NOUN
ertr-370	39	15	.	.	PUNCT
ertr-370	40	1	staff	staff	NOUN
ertr-370	40	2	,	,	PUNCT
ertr-370	40	3	guests	guest	NOUN
ertr-370	40	4	,	,	PUNCT
ertr-370	40	5	and	and	CCONJ
ertr-370	40	6	outside	outside	ADJ
ertr-370	40	7	visitors	visitor	NOUN
ertr-370	40	8	all	all	PRON
ertr-370	40	9	pose	pose	VERB
ertr-370	40	10	potential	potential	ADJ
ertr-370	40	11	security	security	NOUN
ertr-370	40	12	issues	issue	NOUN
ertr-370	40	13	for	for	ADP
ertr-370	40	14	hostels	hostel	NOUN
ertr-370	40	15	.	.	PUNCT
ertr-370	41	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	41	2	e	e	NOUN
ertr-370	41	3	-	-	NOUN
ertr-370	41	4	review	review	NOUN
ertr-370	41	5	of	of	ADP
ertr-370	41	6	tourism	tourism	NOUN
ertr-370	41	7	research	research	NOUN
ertr-370	41	8	(	(	PUNCT
ertr-370	41	9	ertr	ertr	NOUN
ertr-370	41	10	)	)	PUNCT
ertr-370	41	11	,	,	PUNCT
ertr-370	41	12	vol	vol	NOUN
ertr-370	41	13	.	.	PROPN
ertr-370	41	14	16	16	NUM
ertr-370	41	15	,	,	PUNCT
ertr-370	41	16	no	no	INTJ
ertr-370	41	17	.	.	NOUN
ertr-370	41	18	4	4	NUM
ertr-370	41	19	,	,	PUNCT
ertr-370	41	20	2019	2019	NUM
ertr-370	41	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	41	22	252	252	NUM
ertr-370	41	23	motivated	motivate	VERB
ertr-370	41	24	by	by	ADP
ertr-370	41	25	the	the	DET
ertr-370	41	26	above	above	ADJ
ertr-370	41	27	observations	observation	NOUN
ertr-370	41	28	,	,	PUNCT
ertr-370	41	29	this	this	DET
ertr-370	41	30	study	study	NOUN
ertr-370	41	31	aims	aim	VERB
ertr-370	41	32	to	to	PART
ertr-370	41	33	investigate	investigate	VERB
ertr-370	41	34	the	the	DET
ertr-370	41	35	following	follow	VERB
ertr-370	41	36	research	research	NOUN
ertr-370	41	37	questions	question	NOUN
ertr-370	41	38	regarding	regard	VERB
ertr-370	41	39	determinants	determinant	NOUN
ertr-370	41	40	of	of	ADP
ertr-370	41	41	backpackers	backpacker	NOUN
ertr-370	41	42	’	'	PUNCT
ertr-370	41	43	perceptions	perception	NOUN
ertr-370	41	44	of	of	ADP
ertr-370	41	45	security	security	NOUN
ertr-370	41	46	.	.	PUNCT
ertr-370	42	1	first	first	ADV
ertr-370	42	2	,	,	PUNCT
ertr-370	42	3	how	how	SCONJ
ertr-370	42	4	do	do	VERB
ertr-370	42	5	hostel	hostel	NOUN
ertr-370	42	6	cleanliness	cleanliness	NOUN
ertr-370	42	7	,	,	PUNCT
ertr-370	42	8	location	location	NOUN
ertr-370	42	9	,	,	PUNCT
ertr-370	42	10	staff	staff	NOUN
ertr-370	42	11	and	and	CCONJ
ertr-370	42	12	atmosphere	atmosphere	NOUN
ertr-370	42	13	impact	impact	NOUN
ertr-370	42	14	backpackers	backpacker	NOUN
ertr-370	42	15	’	'	PUNCT
ertr-370	42	16	perceptions	perception	NOUN
ertr-370	42	17	of	of	ADP
ertr-370	42	18	security	security	NOUN
ertr-370	42	19	?	?	PUNCT
ertr-370	43	1	second	second	ADJ
ertr-370	43	2	,	,	PUNCT
ertr-370	43	3	are	be	AUX
ertr-370	43	4	backpackers	backpacker	NOUN
ertr-370	43	5	’	'	PUNCT
ertr-370	43	6	different	different	ADJ
ertr-370	43	7	in	in	ADP
ertr-370	43	8	their	their	PRON
ertr-370	43	9	expectations	expectation	NOUN
ertr-370	43	10	of	of	ADP
ertr-370	43	11	security	security	NOUN
ertr-370	43	12	?	?	PUNCT
ertr-370	44	1	to	to	PART
ertr-370	44	2	address	address	VERB
ertr-370	44	3	these	these	DET
ertr-370	44	4	research	research	NOUN
ertr-370	44	5	questions	question	NOUN
ertr-370	44	6	,	,	PUNCT
ertr-370	44	7	324,321	324,321	NUM
ertr-370	44	8	guests	guest	NOUN
ertr-370	44	9	’	'	PUNCT
ertr-370	44	10	reviews	review	NOUN
ertr-370	44	11	from	from	ADP
ertr-370	44	12	hostelworlds.com	hostelworlds.com	X
ertr-370	44	13	are	be	AUX
ertr-370	44	14	collected	collect	VERB
ertr-370	44	15	.	.	PUNCT
ertr-370	45	1	guests	guest	NOUN
ertr-370	45	2	’	'	PUNCT
ertr-370	45	3	country	country	NOUN
ertr-370	45	4	of	of	ADP
ertr-370	45	5	origin	origin	NOUN
ertr-370	45	6	and	and	CCONJ
ertr-370	45	7	hostel	hostel	NOUN
ertr-370	45	8	country	country	NOUN
ertr-370	45	9	are	be	AUX
ertr-370	45	10	categorized	categorize	VERB
ertr-370	45	11	to	to	ADP
ertr-370	45	12	safe	safe	ADJ
ertr-370	45	13	and	and	CCONJ
ertr-370	45	14	unsafe	unsafe	ADJ
ertr-370	45	15	countries	country	NOUN
ertr-370	45	16	based	base	VERB
ertr-370	45	17	on	on	ADP
ertr-370	45	18	the	the	DET
ertr-370	45	19	security	security	NOUN
ertr-370	45	20	rating	rating	NOUN
ertr-370	45	21	provided	provide	VERB
ertr-370	45	22	by	by	ADP
ertr-370	45	23	travel.state.gov	travel.state.gov	PROPN
ertr-370	45	24	.	.	PUNCT
ertr-370	46	1	the	the	DET
ertr-370	46	2	results	result	NOUN
ertr-370	46	3	show	show	VERB
ertr-370	46	4	that	that	SCONJ
ertr-370	46	5	hostels	hostel	NOUN
ertr-370	46	6	'	'	PART
ertr-370	46	7	cleanliness	cleanliness	NOUN
ertr-370	46	8	,	,	PUNCT
ertr-370	46	9	location	location	NOUN
ertr-370	46	10	,	,	PUNCT
ertr-370	46	11	staff	staff	NOUN
ertr-370	46	12	,	,	PUNCT
ertr-370	46	13	and	and	CCONJ
ertr-370	46	14	atmosphere	atmosphere	NOUN
ertr-370	46	15	as	as	ADV
ertr-370	46	16	well	well	ADV
ertr-370	46	17	as	as	ADP
ertr-370	46	18	backpackers	backpacker	NOUN
ertr-370	46	19	'	'	PART
ertr-370	46	20	country	country	NOUN
ertr-370	46	21	of	of	ADP
ertr-370	46	22	origin	origin	NOUN
ertr-370	46	23	significantly	significantly	ADV
ertr-370	46	24	impact	impact	VERB
ertr-370	46	25	backpackers	backpacker	NOUN
ertr-370	46	26	'	'	PART
ertr-370	46	27	perceptions	perception	NOUN
ertr-370	46	28	of	of	ADP
ertr-370	46	29	security	security	NOUN
ertr-370	46	30	.	.	PUNCT
ertr-370	47	1	better	well	ADJ
ertr-370	47	2	hostel	hostel	PROPN
ertr-370	47	3	cleanliness	cleanliness	NOUN
ertr-370	47	4	,	,	PUNCT
ertr-370	47	5	location	location	NOUN
ertr-370	47	6	,	,	PUNCT
ertr-370	47	7	staff	staff	NOUN
ertr-370	47	8	,	,	PUNCT
ertr-370	47	9	and	and	CCONJ
ertr-370	47	10	atmosphere	atmosphere	NOUN
ertr-370	47	11	can	can	AUX
ertr-370	47	12	make	make	VERB
ertr-370	47	13	guests	guest	NOUN
ertr-370	47	14	feel	feel	VERB
ertr-370	47	15	more	more	ADV
ertr-370	47	16	secure	secure	ADJ
ertr-370	47	17	.	.	PUNCT
ertr-370	48	1	additionally	additionally	ADV
ertr-370	48	2	,	,	PUNCT
ertr-370	48	3	a	a	DET
ertr-370	48	4	guest	guest	NOUN
ertr-370	48	5	who	who	PRON
ertr-370	48	6	is	be	AUX
ertr-370	48	7	coming	come	VERB
ertr-370	48	8	from	from	ADP
ertr-370	48	9	safe	safe	ADJ
ertr-370	48	10	countries	country	NOUN
ertr-370	48	11	have	have	VERB
ertr-370	48	12	a	a	DET
ertr-370	48	13	higher	high	ADJ
ertr-370	48	14	expectation	expectation	NOUN
ertr-370	48	15	of	of	ADP
ertr-370	48	16	security	security	NOUN
ertr-370	48	17	and	and	CCONJ
ertr-370	48	18	in	in	ADP
ertr-370	48	19	turn	turn	NOUN
ertr-370	48	20	give	give	VERB
ertr-370	48	21	a	a	DET
ertr-370	48	22	low	low	ADJ
ertr-370	48	23	rating	rating	NOUN
ertr-370	48	24	to	to	ADP
ertr-370	48	25	hostels	hostel	NOUN
ertr-370	48	26	in	in	ADP
ertr-370	48	27	term	term	NOUN
ertr-370	48	28	of	of	ADP
ertr-370	48	29	security	security	NOUN
ertr-370	48	30	.	.	PUNCT
ertr-370	49	1	using	use	VERB
ertr-370	49	2	centering	center	VERB
ertr-370	49	3	resonance	resonance	NOUN
ertr-370	49	4	analysis	analysis	NOUN
ertr-370	49	5	(	(	PUNCT
ertr-370	49	6	cra	cra	PROPN
ertr-370	49	7	)	)	PUNCT
ertr-370	49	8	and	and	CCONJ
ertr-370	49	9	naïve	naïve	ADJ
ertr-370	49	10	bayes	bayes	PROPN
ertr-370	49	11	classifier	classifier	NOUN
ertr-370	49	12	this	this	DET
ertr-370	49	13	study	study	NOUN
ertr-370	49	14	provides	provide	VERB
ertr-370	49	15	evidence	evidence	NOUN
ertr-370	49	16	of	of	ADP
ertr-370	49	17	how	how	SCONJ
ertr-370	49	18	these	these	DET
ertr-370	49	19	factors	factor	NOUN
ertr-370	49	20	impact	impact	VERB
ertr-370	49	21	backpackers	backpacker	NOUN
ertr-370	49	22	’	'	PUNCT
ertr-370	49	23	perceptions	perception	NOUN
ertr-370	49	24	of	of	ADP
ertr-370	49	25	security	security	NOUN
ertr-370	49	26	.	.	PUNCT
ertr-370	50	1	the	the	DET
ertr-370	50	2	empirical	empirical	ADJ
ertr-370	50	3	results	result	NOUN
ertr-370	50	4	suggest	suggest	VERB
ertr-370	50	5	that	that	SCONJ
ertr-370	50	6	managers	manager	NOUN
ertr-370	50	7	can	can	AUX
ertr-370	50	8	improve	improve	VERB
ertr-370	50	9	their	their	PRON
ertr-370	50	10	hostel	hostel	NOUN
ertr-370	50	11	in	in	ADP
ertr-370	50	12	other	other	ADJ
ertr-370	50	13	factors	factor	NOUN
ertr-370	50	14	such	such	ADJ
ertr-370	50	15	as	as	ADP
ertr-370	50	16	cleanliness	cleanliness	NOUN
ertr-370	50	17	,	,	PUNCT
ertr-370	50	18	location	location	NOUN
ertr-370	50	19	,	,	PUNCT
ertr-370	50	20	staff	staff	NOUN
ertr-370	50	21	and	and	CCONJ
ertr-370	50	22	atmosphere	atmosphere	NOUN
ertr-370	50	23	and	and	CCONJ
ertr-370	50	24	in	in	ADP
ertr-370	50	25	turn	turn	NOUN
ertr-370	50	26	make	make	VERB
ertr-370	50	27	their	their	PRON
ertr-370	50	28	guests	guest	NOUN
ertr-370	50	29	feel	feel	VERB
ertr-370	50	30	more	more	ADV
ertr-370	50	31	secure	secure	ADJ
ertr-370	50	32	.	.	PUNCT
ertr-370	51	1	depending	depend	VERB
ertr-370	51	2	on	on	ADP
ertr-370	51	3	the	the	DET
ertr-370	51	4	targeted	target	VERB
ertr-370	51	5	market	market	NOUN
ertr-370	51	6	,	,	PUNCT
ertr-370	51	7	guests	guest	NOUN
ertr-370	51	8	'	'	PART
ertr-370	51	9	country	country	NOUN
ertr-370	51	10	of	of	ADP
ertr-370	51	11	origin	origin	NOUN
ertr-370	51	12	can	can	AUX
ertr-370	51	13	help	help	VERB
ertr-370	51	14	managers	manager	NOUN
ertr-370	51	15	to	to	PART
ertr-370	51	16	plan	plan	VERB
ertr-370	51	17	and	and	CCONJ
ertr-370	51	18	target	target	VERB
ertr-370	51	19	a	a	DET
ertr-370	51	20	guest	guest	NOUN
ertr-370	51	21	's	's	PART
ertr-370	51	22	level	level	NOUN
ertr-370	51	23	of	of	ADP
ertr-370	51	24	desired	desire	VERB
ertr-370	51	25	security	security	NOUN
ertr-370	51	26	.	.	PUNCT
ertr-370	52	1	literature	literature	PROPN
ertr-370	52	2	review	review	VERB
ertr-370	52	3	several	several	ADJ
ertr-370	52	4	studies	study	NOUN
ertr-370	52	5	identified	identify	VERB
ertr-370	52	6	security	security	NOUN
ertr-370	52	7	as	as	ADP
ertr-370	52	8	an	an	DET
ertr-370	52	9	important	important	ADJ
ertr-370	52	10	attribute	attribute	NOUN
ertr-370	52	11	that	that	PRON
ertr-370	52	12	impacts	impact	VERB
ertr-370	52	13	backpackers	backpacker	NOUN
ertr-370	52	14	'	'	PART
ertr-370	52	15	opinions	opinion	NOUN
ertr-370	52	16	while	while	SCONJ
ertr-370	52	17	choosing	choose	VERB
ertr-370	52	18	a	a	DET
ertr-370	52	19	hostel	hostel	NOUN
ertr-370	52	20	.	.	PUNCT
ertr-370	53	1	cró	cró	PROPN
ertr-370	53	2	et	et	PROPN
ertr-370	53	3	al	al	PROPN
ertr-370	53	4	.	.	PROPN
ertr-370	54	1	(	(	PUNCT
ertr-370	54	2	2018	2018	NUM
ertr-370	54	3	)	)	PUNCT
ertr-370	54	4	studied	study	VERB
ertr-370	54	5	the	the	DET
ertr-370	54	6	impact	impact	NOUN
ertr-370	54	7	of	of	ADP
ertr-370	54	8	security	security	NOUN
ertr-370	54	9	on	on	ADP
ertr-370	54	10	backpackers	backpacker	NOUN
ertr-370	54	11	’	'	PUNCT
ertr-370	54	12	willingness	willingness	NOUN
ertr-370	54	13	to	to	PART
ertr-370	54	14	pay	pay	VERB
ertr-370	54	15	.	.	PUNCT
ertr-370	55	1	they	they	PRON
ertr-370	55	2	observed	observe	VERB
ertr-370	55	3	that	that	SCONJ
ertr-370	55	4	backpackers	backpacker	NOUN
ertr-370	55	5	are	be	AUX
ertr-370	55	6	willing	willing	ADJ
ertr-370	55	7	to	to	PART
ertr-370	55	8	pay	pay	VERB
ertr-370	55	9	more	more	ADJ
ertr-370	55	10	in	in	ADP
ertr-370	55	11	the	the	DET
ertr-370	55	12	least	least	ADJ
ertr-370	55	13	peaceful	peaceful	ADJ
ertr-370	55	14	countries	country	NOUN
ertr-370	55	15	.	.	PUNCT
ertr-370	56	1	additionally	additionally	ADV
ertr-370	56	2	,	,	PUNCT
ertr-370	56	3	women	woman	NOUN
ertr-370	56	4	and	and	CCONJ
ertr-370	56	5	older	old	ADJ
ertr-370	56	6	guests	guest	NOUN
ertr-370	56	7	have	have	VERB
ertr-370	56	8	a	a	DET
ertr-370	56	9	higher	high	ADJ
ertr-370	56	10	willingness	willingness	NOUN
ertr-370	56	11	to	to	PART
ertr-370	56	12	pay	pay	VERB
ertr-370	56	13	.	.	PUNCT
ertr-370	57	1	cró	cró	NOUN
ertr-370	57	2	and	and	CCONJ
ertr-370	57	3	martins	martin	NOUN
ertr-370	57	4	(	(	PUNCT
ertr-370	57	5	2017	2017	NUM
ertr-370	57	6	)	)	PUNCT
ertr-370	57	7	explored	explore	VERB
ertr-370	57	8	the	the	DET
ertr-370	57	9	impact	impact	NOUN
ertr-370	57	10	of	of	ADP
ertr-370	57	11	guest	guest	NOUN
ertr-370	57	12	reviews	review	NOUN
ertr-370	57	13	on	on	ADP
ertr-370	57	14	the	the	DET
ertr-370	57	15	hostel	hostel	NOUN
ertr-370	57	16	's	's	PART
ertr-370	57	17	price	price	NOUN
ertr-370	57	18	premiums	premium	NOUN
ertr-370	57	19	.	.	PUNCT
ertr-370	58	1	they	they	PRON
ertr-370	58	2	observed	observe	VERB
ertr-370	58	3	that	that	SCONJ
ertr-370	58	4	backpackers	backpacker	NOUN
ertr-370	58	5	are	be	AUX
ertr-370	58	6	willing	willing	ADJ
ertr-370	58	7	to	to	PART
ertr-370	58	8	pay	pay	VERB
ertr-370	58	9	more	more	ADJ
ertr-370	58	10	for	for	ADP
ertr-370	58	11	security	security	NOUN
ertr-370	58	12	when	when	SCONJ
ertr-370	58	13	the	the	DET
ertr-370	58	14	hostel	hostel	NOUN
ertr-370	58	15	is	be	AUX
ertr-370	58	16	located	locate	VERB
ertr-370	58	17	in	in	ADP
ertr-370	58	18	european	european	ADJ
ertr-370	58	19	countries	country	NOUN
ertr-370	58	20	with	with	ADP
ertr-370	58	21	higher	high	ADJ
ertr-370	58	22	crime	crime	NOUN
ertr-370	58	23	indexes	index	NOUN
ertr-370	58	24	.	.	PUNCT
ertr-370	59	1	amblee	amblee	PROPN
ertr-370	59	2	(	(	PUNCT
ertr-370	59	3	2015	2015	NUM
ertr-370	59	4	)	)	PUNCT
ertr-370	59	5	studied	study	VERB
ertr-370	59	6	the	the	DET
ertr-370	59	7	impact	impact	NOUN
ertr-370	59	8	of	of	ADP
ertr-370	59	9	cleanliness	cleanliness	NOUN
ertr-370	59	10	and	and	CCONJ
ertr-370	59	11	location	location	NOUN
ertr-370	59	12	on	on	ADP
ertr-370	59	13	backpackers	backpacker	NOUN
ertr-370	59	14	'	'	PART
ertr-370	59	15	perceptions	perception	NOUN
ertr-370	59	16	of	of	ADP
ertr-370	59	17	security	security	NOUN
ertr-370	59	18	.	.	PUNCT
ertr-370	60	1	he	he	PRON
ertr-370	60	2	showed	show	VERB
ertr-370	60	3	that	that	SCONJ
ertr-370	60	4	both	both	PRON
ertr-370	60	5	cleanliness	cleanliness	NOUN
ertr-370	60	6	and	and	CCONJ
ertr-370	60	7	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	60	8	e	e	NOUN
ertr-370	60	9	-	-	NOUN
ertr-370	60	10	review	review	NOUN
ertr-370	60	11	of	of	ADP
ertr-370	60	12	tourism	tourism	NOUN
ertr-370	60	13	research	research	NOUN
ertr-370	60	14	(	(	PUNCT
ertr-370	60	15	ertr	ertr	NOUN
ertr-370	60	16	)	)	PUNCT
ertr-370	60	17	,	,	PUNCT
ertr-370	60	18	vol	vol	NOUN
ertr-370	60	19	.	.	PROPN
ertr-370	61	1	16	16	NUM
ertr-370	61	2	,	,	PUNCT
ertr-370	61	3	no	no	INTJ
ertr-370	61	4	.	.	NOUN
ertr-370	61	5	4	4	NUM
ertr-370	61	6	,	,	PUNCT
ertr-370	61	7	2019	2019	NUM
ertr-370	61	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	61	9	253	253	NUM
ertr-370	61	10	location	location	NOUN
ertr-370	61	11	positively	positively	ADV
ertr-370	61	12	and	and	CCONJ
ertr-370	61	13	significantly	significantly	ADV
ertr-370	61	14	impact	impact	VERB
ertr-370	61	15	backpackers	backpacker	NOUN
ertr-370	61	16	'	'	PART
ertr-370	61	17	perception	perception	NOUN
ertr-370	61	18	of	of	ADP
ertr-370	61	19	security	security	NOUN
ertr-370	61	20	.	.	PUNCT
ertr-370	62	1	additionally	additionally	ADV
ertr-370	62	2	,	,	PUNCT
ertr-370	62	3	he	he	PRON
ertr-370	62	4	observed	observe	VERB
ertr-370	62	5	a	a	DET
ertr-370	62	6	small	small	ADJ
ertr-370	62	7	country	country	NOUN
ertr-370	62	8	effect	effect	NOUN
ertr-370	62	9	.	.	PUNCT
ertr-370	63	1	in	in	ADP
ertr-370	63	2	his	his	PRON
ertr-370	63	3	study	study	NOUN
ertr-370	63	4	,	,	PUNCT
ertr-370	63	5	he	he	PRON
ertr-370	63	6	included	include	VERB
ertr-370	63	7	hostels	hostel	NOUN
ertr-370	63	8	that	that	PRON
ertr-370	63	9	are	be	AUX
ertr-370	63	10	located	locate	VERB
ertr-370	63	11	in	in	ADP
ertr-370	63	12	south	south	PROPN
ertr-370	63	13	korea	korea	PROPN
ertr-370	63	14	,	,	PUNCT
ertr-370	63	15	thailand	thailand	PROPN
ertr-370	63	16	,	,	PUNCT
ertr-370	63	17	cambodia	cambodia	PROPN
ertr-370	63	18	,	,	PUNCT
ertr-370	63	19	uk	uk	PROPN
ertr-370	63	20	,	,	PUNCT
ertr-370	63	21	and	and	CCONJ
ertr-370	63	22	hong	hong	PROPN
ertr-370	63	23	kong	kong	PROPN
ertr-370	63	24	.	.	PUNCT
ertr-370	64	1	shanahan	shanahan	PROPN
ertr-370	64	2	and	and	CCONJ
ertr-370	64	3	hyman	hyman	PROPN
ertr-370	64	4	(	(	PUNCT
ertr-370	64	5	2007	2007	NUM
ertr-370	64	6	)	)	PUNCT
ertr-370	64	7	identified	identify	VERB
ertr-370	64	8	the	the	DET
ertr-370	64	9	important	important	ADJ
ertr-370	64	10	attributes	attribute	NOUN
ertr-370	64	11	that	that	PRON
ertr-370	64	12	impact	impact	VERB
ertr-370	64	13	american	american	ADJ
ertr-370	64	14	tourists	tourist	NOUN
ertr-370	64	15	’	’	PART
ertr-370	64	16	overall	overall	ADJ
ertr-370	64	17	satisfaction	satisfaction	NOUN
ertr-370	64	18	when	when	SCONJ
ertr-370	64	19	traveling	travel	VERB
ertr-370	64	20	to	to	ADP
ertr-370	64	21	ireland	ireland	PROPN
ertr-370	64	22	and	and	CCONJ
ertr-370	64	23	china	china	PROPN
ertr-370	64	24	.	.	PUNCT
ertr-370	65	1	they	they	PRON
ertr-370	65	2	observed	observe	VERB
ertr-370	65	3	that	that	SCONJ
ertr-370	65	4	americans	americans	PROPN
ertr-370	65	5	would	would	AUX
ertr-370	65	6	offset	offset	VERB
ertr-370	65	7	their	their	PRON
ertr-370	65	8	expectations	expectation	NOUN
ertr-370	65	9	about	about	ADP
ertr-370	65	10	cleanliness	cleanliness	NOUN
ertr-370	65	11	and	and	CCONJ
ertr-370	65	12	price	price	NOUN
ertr-370	65	13	for	for	ADP
ertr-370	65	14	an	an	DET
ertr-370	65	15	increase	increase	NOUN
ertr-370	65	16	in	in	ADP
ertr-370	65	17	security	security	NOUN
ertr-370	65	18	when	when	SCONJ
ertr-370	65	19	traveling	travel	VERB
ertr-370	65	20	overseas	overseas	ADV
ertr-370	65	21	.	.	PUNCT
ertr-370	66	1	this	this	DET
ertr-370	66	2	study	study	NOUN
ertr-370	66	3	differs	differ	VERB
ertr-370	66	4	from	from	ADP
ertr-370	66	5	the	the	DET
ertr-370	66	6	aforementioned	aforementioned	ADJ
ertr-370	66	7	research	research	NOUN
ertr-370	66	8	papers	paper	NOUN
ertr-370	66	9	in	in	ADP
ertr-370	66	10	two	two	NUM
ertr-370	66	11	main	main	ADJ
ertr-370	66	12	points	point	NOUN
ertr-370	66	13	.	.	PUNCT
ertr-370	67	1	first	first	ADV
ertr-370	67	2	,	,	PUNCT
ertr-370	67	3	this	this	DET
ertr-370	67	4	study	study	NOUN
ertr-370	67	5	not	not	PART
ertr-370	67	6	only	only	ADV
ertr-370	67	7	analyzes	analyze	VERB
ertr-370	67	8	the	the	DET
ertr-370	67	9	impact	impact	NOUN
ertr-370	67	10	of	of	ADP
ertr-370	67	11	hostel	hostel	NOUN
ertr-370	67	12	cleanliness	cleanliness	NOUN
ertr-370	67	13	and	and	CCONJ
ertr-370	67	14	location	location	NOUN
ertr-370	67	15	(	(	PUNCT
ertr-370	67	16	like	like	ADP
ertr-370	67	17	previous	previous	ADJ
ertr-370	67	18	studies	study	NOUN
ertr-370	67	19	)	)	PUNCT
ertr-370	67	20	but	but	CCONJ
ertr-370	67	21	also	also	ADV
ertr-370	67	22	explores	explore	VERB
ertr-370	67	23	the	the	DET
ertr-370	67	24	impact	impact	NOUN
ertr-370	67	25	of	of	ADP
ertr-370	67	26	other	other	ADJ
ertr-370	67	27	factors	factor	NOUN
ertr-370	67	28	like	like	ADP
ertr-370	67	29	hostels	hostel	NOUN
ertr-370	67	30	'	'	PART
ertr-370	67	31	staff	staff	NOUN
ertr-370	67	32	and	and	CCONJ
ertr-370	67	33	atmosphere	atmosphere	NOUN
ertr-370	67	34	on	on	ADP
ertr-370	67	35	backpackers	backpacker	NOUN
ertr-370	67	36	'	'	PART
ertr-370	67	37	perceptions	perception	NOUN
ertr-370	67	38	of	of	ADP
ertr-370	67	39	security	security	NOUN
ertr-370	67	40	.	.	PUNCT
ertr-370	68	1	second	second	ADJ
ertr-370	68	2	,	,	PUNCT
ertr-370	68	3	by	by	ADP
ertr-370	68	4	applying	apply	VERB
ertr-370	68	5	sentiment	sentiment	NOUN
ertr-370	68	6	analysis	analysis	NOUN
ertr-370	68	7	on	on	ADP
ertr-370	68	8	guest	guest	NOUN
ertr-370	68	9	review	review	NOUN
ertr-370	68	10	content	content	NOUN
ertr-370	68	11	,	,	PUNCT
ertr-370	68	12	this	this	DET
ertr-370	68	13	study	study	NOUN
ertr-370	68	14	provides	provide	VERB
ertr-370	68	15	evidence	evidence	NOUN
ertr-370	68	16	on	on	ADP
ertr-370	68	17	how	how	SCONJ
ertr-370	68	18	hostel	hostel	NOUN
ertr-370	68	19	staff	staff	NOUN
ertr-370	68	20	impacts	impact	VERB
ertr-370	68	21	backpackers	backpacker	NOUN
ertr-370	68	22	'	'	PART
ertr-370	68	23	perceptions	perception	NOUN
ertr-370	68	24	of	of	ADP
ertr-370	68	25	security	security	NOUN
ertr-370	68	26	.	.	PUNCT
ertr-370	69	1	some	some	DET
ertr-370	69	2	studies	study	NOUN
ertr-370	69	3	also	also	ADV
ertr-370	69	4	show	show	VERB
ertr-370	69	5	that	that	SCONJ
ertr-370	69	6	backpackers	backpacker	NOUN
ertr-370	69	7	should	should	AUX
ertr-370	69	8	not	not	PART
ertr-370	69	9	be	be	AUX
ertr-370	69	10	treated	treat	VERB
ertr-370	69	11	as	as	ADP
ertr-370	69	12	a	a	DET
ertr-370	69	13	homogenous	homogenous	ADJ
ertr-370	69	14	group	group	NOUN
ertr-370	69	15	.	.	PUNCT
ertr-370	70	1	dayour	dayour	NOUN
ertr-370	70	2	et	et	PROPN
ertr-370	70	3	al	al	PROPN
ertr-370	70	4	.	.	PUNCT
ertr-370	71	1	(	(	PUNCT
ertr-370	71	2	2016	2016	NUM
ertr-370	71	3	)	)	PUNCT
ertr-370	71	4	explored	explore	VERB
ertr-370	71	5	the	the	DET
ertr-370	71	6	determinant	determinant	NOUN
ertr-370	71	7	of	of	ADP
ertr-370	71	8	backpackers	backpacker	NOUN
ertr-370	71	9	’	'	PUNCT
ertr-370	71	10	expenditure	expenditure	NOUN
ertr-370	71	11	.	.	PUNCT
ertr-370	72	1	they	they	PRON
ertr-370	72	2	identified	identify	VERB
ertr-370	72	3	nationality	nationality	NOUN
ertr-370	72	4	,	,	PUNCT
ertr-370	72	5	culture	culture	NOUN
ertr-370	72	6	and	and	CCONJ
ertr-370	72	7	demographic	demographic	ADJ
ertr-370	72	8	characteristics	characteristic	NOUN
ertr-370	72	9	as	as	ADP
ertr-370	72	10	significant	significant	ADJ
ertr-370	72	11	determinants	determinant	NOUN
ertr-370	72	12	of	of	ADP
ertr-370	72	13	backpackers	backpacker	NOUN
ertr-370	72	14	’	'	PUNCT
ertr-370	72	15	expenditure	expenditure	NOUN
ertr-370	72	16	.	.	PUNCT
ertr-370	73	1	therefore	therefore	ADV
ertr-370	73	2	,	,	PUNCT
ertr-370	73	3	they	they	PRON
ertr-370	73	4	conclude	conclude	VERB
ertr-370	73	5	that	that	SCONJ
ertr-370	73	6	backpackers	backpacker	NOUN
ertr-370	73	7	should	should	AUX
ertr-370	73	8	not	not	PART
ertr-370	73	9	be	be	AUX
ertr-370	73	10	treated	treat	VERB
ertr-370	73	11	as	as	ADP
ertr-370	73	12	homogenous	homogenous	ADJ
ertr-370	73	13	.	.	PUNCT
ertr-370	74	1	oliveira	oliveira	PROPN
ertr-370	74	2	-	-	PUNCT
ertr-370	74	3	brochado	brochado	PROPN
ertr-370	74	4	and	and	CCONJ
ertr-370	74	5	gameiro	gameiro	PROPN
ertr-370	74	6	(	(	PUNCT
ertr-370	74	7	2013	2013	NUM
ertr-370	74	8	)	)	PUNCT
ertr-370	74	9	studied	study	VERB
ertr-370	74	10	the	the	DET
ertr-370	74	11	impact	impact	NOUN
ertr-370	74	12	of	of	ADP
ertr-370	74	13	backpackers	backpacker	NOUN
ertr-370	74	14	'	'	PART
ertr-370	74	15	age	age	NOUN
ertr-370	74	16	,	,	PUNCT
ertr-370	74	17	gender	gender	NOUN
ertr-370	74	18	and	and	CCONJ
ertr-370	74	19	nationality	nationality	NOUN
ertr-370	74	20	on	on	ADP
ertr-370	74	21	their	their	PRON
ertr-370	74	22	travel	travel	NOUN
ertr-370	74	23	motivations	motivation	NOUN
ertr-370	74	24	.	.	PUNCT
ertr-370	75	1	their	their	PRON
ertr-370	75	2	findings	finding	NOUN
ertr-370	75	3	show	show	VERB
ertr-370	75	4	the	the	DET
ertr-370	75	5	existence	existence	NOUN
ertr-370	75	6	of	of	ADP
ertr-370	75	7	increasing	increase	VERB
ertr-370	75	8	heterogeneity	heterogeneity	NOUN
ertr-370	75	9	among	among	ADP
ertr-370	75	10	backpackers	backpacker	NOUN
ertr-370	75	11	'	'	PART
ertr-370	75	12	preferences	preference	NOUN
ertr-370	75	13	.	.	PUNCT
ertr-370	76	1	hecht	hecht	PROPN
ertr-370	76	2	and	and	CCONJ
ertr-370	76	3	martin	martin	PROPN
ertr-370	76	4	(	(	PUNCT
ertr-370	76	5	2006	2006	NUM
ertr-370	76	6	)	)	PUNCT
ertr-370	76	7	studied	study	VERB
ertr-370	76	8	the	the	DET
ertr-370	76	9	impact	impact	NOUN
ertr-370	76	10	of	of	ADP
ertr-370	76	11	backpackers	backpacker	NOUN
ertr-370	76	12	'	'	PART
ertr-370	76	13	demographic	demographic	ADJ
ertr-370	76	14	characteristics	characteristic	NOUN
ertr-370	76	15	on	on	ADP
ertr-370	76	16	their	their	PRON
ertr-370	76	17	service	service	NOUN
ertr-370	76	18	preferences	preference	NOUN
ertr-370	76	19	when	when	SCONJ
ertr-370	76	20	they	they	PRON
ertr-370	76	21	travel	travel	VERB
ertr-370	76	22	to	to	ADP
ertr-370	76	23	canada	canada	PROPN
ertr-370	76	24	.	.	PUNCT
ertr-370	77	1	they	they	PRON
ertr-370	77	2	observe	observe	VERB
ertr-370	77	3	that	that	SCONJ
ertr-370	77	4	young	young	ADJ
ertr-370	77	5	backpackers	backpacker	NOUN
ertr-370	77	6	(	(	PUNCT
ertr-370	77	7	15	15	NUM
ertr-370	77	8	-	-	SYM
ertr-370	77	9	25	25	NUM
ertr-370	77	10	years	year	NOUN
ertr-370	77	11	old	old	ADJ
ertr-370	77	12	)	)	PUNCT
ertr-370	77	13	consider	consider	VERB
ertr-370	77	14	backpacking	backpack	VERB
ertr-370	77	15	as	as	ADP
ertr-370	77	16	a	a	DET
ertr-370	77	17	more	more	ADV
ertr-370	77	18	social	social	ADJ
ertr-370	77	19	and	and	CCONJ
ertr-370	77	20	cultural	cultural	ADJ
ertr-370	77	21	experience	experience	NOUN
ertr-370	77	22	compared	compare	VERB
ertr-370	77	23	to	to	ADP
ertr-370	77	24	older	old	ADJ
ertr-370	77	25	backpackers	backpacker	NOUN
ertr-370	77	26	.	.	PUNCT
ertr-370	78	1	additionally	additionally	ADV
ertr-370	78	2	,	,	PUNCT
ertr-370	78	3	they	they	PRON
ertr-370	78	4	showed	show	VERB
ertr-370	78	5	that	that	SCONJ
ertr-370	78	6	older	old	ADJ
ertr-370	78	7	backpackers	backpacker	NOUN
ertr-370	78	8	are	be	AUX
ertr-370	78	9	more	more	ADV
ertr-370	78	10	concerned	concerned	ADJ
ertr-370	78	11	about	about	ADP
ertr-370	78	12	privacy	privacy	NOUN
ertr-370	78	13	and	and	CCONJ
ertr-370	78	14	in	in	ADP
ertr-370	78	15	turn	turn	NOUN
ertr-370	78	16	are	be	AUX
ertr-370	78	17	willing	willing	ADJ
ertr-370	78	18	to	to	PART
ertr-370	78	19	pay	pay	VERB
ertr-370	78	20	more	more	ADJ
ertr-370	78	21	for	for	ADP
ertr-370	78	22	privacy	privacy	NOUN
ertr-370	78	23	.	.	PUNCT
ertr-370	79	1	they	they	PRON
ertr-370	79	2	also	also	ADV
ertr-370	79	3	observe	observe	VERB
ertr-370	79	4	that	that	SCONJ
ertr-370	79	5	australians	australian	NOUN
ertr-370	79	6	and	and	CCONJ
ertr-370	79	7	europeans	europeans	PROPN
ertr-370	79	8	expect	expect	VERB
ertr-370	79	9	less	less	ADJ
ertr-370	79	10	hotel	hotel	NOUN
ertr-370	79	11	-	-	PUNCT
ertr-370	79	12	typical	typical	ADJ
ertr-370	79	13	services	service	NOUN
ertr-370	79	14	than	than	ADP
ertr-370	79	15	north	north	NOUN
ertr-370	79	16	/	/	SYM
ertr-370	79	17	south	south	NOUN
ertr-370	79	18	americans	americans	PROPN
ertr-370	79	19	and	and	CCONJ
ertr-370	79	20	asians	asians	PROPN
ertr-370	79	21	.	.	PUNCT
ertr-370	80	1	examples	example	NOUN
ertr-370	80	2	of	of	ADP
ertr-370	80	3	literature	literature	NOUN
ertr-370	80	4	studying	study	VERB
ertr-370	80	5	the	the	DET
ertr-370	80	6	different	different	ADJ
ertr-370	80	7	aspect	aspect	NOUN
ertr-370	80	8	of	of	ADP
ertr-370	80	9	backpackers	backpacker	NOUN
ertr-370	80	10	’	'	PUNCT
ertr-370	80	11	diversity	diversity	NOUN
ertr-370	80	12	include	include	VERB
ertr-370	80	13	social	social	ADJ
ertr-370	80	14	identity	identity	NOUN
ertr-370	80	15	of	of	ADP
ertr-370	80	16	chinese	chinese	ADJ
ertr-370	80	17	backpackers	backpacker	NOUN
ertr-370	80	18	(	(	PUNCT
ertr-370	80	19	zhang	zhang	PROPN
ertr-370	80	20	,	,	PUNCT
ertr-370	80	21	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	80	22	e	e	NOUN
ertr-370	80	23	-	-	NOUN
ertr-370	80	24	review	review	NOUN
ertr-370	80	25	of	of	ADP
ertr-370	80	26	tourism	tourism	NOUN
ertr-370	80	27	research	research	NOUN
ertr-370	80	28	(	(	PUNCT
ertr-370	80	29	ertr	ertr	NOUN
ertr-370	80	30	)	)	PUNCT
ertr-370	80	31	,	,	PUNCT
ertr-370	80	32	vol	vol	NOUN
ertr-370	80	33	.	.	PROPN
ertr-370	81	1	16	16	NUM
ertr-370	81	2	,	,	PUNCT
ertr-370	81	3	no	no	INTJ
ertr-370	81	4	.	.	NOUN
ertr-370	81	5	4	4	NUM
ertr-370	81	6	,	,	PUNCT
ertr-370	81	7	2019	2019	NUM
ertr-370	81	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	81	9	254	254	NUM
ertr-370	81	10	morrison	morrison	PROPN
ertr-370	81	11	,	,	PUNCT
ertr-370	81	12	tucker	tucker	PROPN
ertr-370	81	13	,	,	PUNCT
ertr-370	81	14	&	&	CCONJ
ertr-370	81	15	wu	wu	PROPN
ertr-370	81	16	,	,	PUNCT
ertr-370	81	17	2018	2018	NUM
ertr-370	81	18	)	)	PUNCT
ertr-370	81	19	,	,	PUNCT
ertr-370	81	20	identity	identity	NOUN
ertr-370	81	21	construction	construction	NOUN
ertr-370	81	22	of	of	ADP
ertr-370	81	23	backpackers	backpacker	NOUN
ertr-370	81	24	(	(	PUNCT
ertr-370	81	25	zhang	zhang	PROPN
ertr-370	81	26	,	,	PUNCT
ertr-370	81	27	tucker	tucker	PROPN
ertr-370	81	28	,	,	PUNCT
ertr-370	81	29	morrison	morrison	PROPN
ertr-370	81	30	,	,	PUNCT
ertr-370	81	31	&	&	CCONJ
ertr-370	81	32	wu	wu	PROPN
ertr-370	81	33	,	,	PUNCT
ertr-370	81	34	2017	2017	NUM
ertr-370	81	35	)	)	PUNCT
ertr-370	81	36	,	,	PUNCT
ertr-370	81	37	impact	impact	NOUN
ertr-370	81	38	of	of	ADP
ertr-370	81	39	backpackers	backpacker	NOUN
ertr-370	81	40	’	'	PUNCT
ertr-370	81	41	age	age	NOUN
ertr-370	81	42	and	and	CCONJ
ertr-370	81	43	hostel	hostel	NOUN
ertr-370	81	44	service	service	NOUN
ertr-370	81	45	quality	quality	NOUN
ertr-370	81	46	on	on	ADP
ertr-370	81	47	guests	guest	NOUN
ertr-370	81	48	’	'	PUNCT
ertr-370	81	49	satisfaction	satisfaction	NOUN
ertr-370	81	50	(	(	PUNCT
ertr-370	81	51	lima	lima	PROPN
ertr-370	81	52	,	,	PUNCT
ertr-370	81	53	vicente	vicente	NOUN
ertr-370	81	54	,	,	PUNCT
ertr-370	81	55	&	&	CCONJ
ertr-370	81	56	others	other	NOUN
ertr-370	81	57	,	,	PUNCT
ertr-370	81	58	2017	2017	NUM
ertr-370	81	59	)	)	PUNCT
ertr-370	81	60	,	,	PUNCT
ertr-370	81	61	literature	literature	NOUN
ertr-370	81	62	review	review	NOUN
ertr-370	81	63	on	on	ADP
ertr-370	81	64	asian	asian	ADJ
ertr-370	81	65	female	female	ADJ
ertr-370	81	66	travelers	traveler	NOUN
ertr-370	81	67	(	(	PUNCT
ertr-370	81	68	yang	yang	PROPN
ertr-370	81	69	,	,	PUNCT
ertr-370	81	70	khoo	khoo	PROPN
ertr-370	81	71	-	-	PUNCT
ertr-370	81	72	lattimore	lattimore	PROPN
ertr-370	81	73	,	,	PUNCT
ertr-370	81	74	&	&	CCONJ
ertr-370	81	75	arcodia	arcodia	PROPN
ertr-370	81	76	,	,	PUNCT
ertr-370	81	77	2017	2017	NUM
ertr-370	81	78	)	)	PUNCT
ertr-370	81	79	,	,	PUNCT
ertr-370	81	80	heterogeneity	heterogeneity	NOUN
ertr-370	81	81	among	among	ADP
ertr-370	81	82	backpackers	backpacker	NOUN
ertr-370	81	83	(	(	PUNCT
ertr-370	81	84	brochado	brochado	NOUN
ertr-370	81	85	&	&	CCONJ
ertr-370	81	86	rita	rita	PROPN
ertr-370	81	87	,	,	PUNCT
ertr-370	81	88	2016	2016	NUM
ertr-370	81	89	)	)	PUNCT
ertr-370	81	90	,	,	PUNCT
ertr-370	81	91	role	role	NOUN
ertr-370	81	92	of	of	ADP
ertr-370	81	93	culture	culture	NOUN
ertr-370	81	94	and	and	CCONJ
ertr-370	81	95	nationality	nationality	NOUN
ertr-370	81	96	(	(	PUNCT
ertr-370	81	97	maoz	maoz	NOUN
ertr-370	81	98	,	,	PUNCT
ertr-370	81	99	2007	2007	NUM
ertr-370	81	100	)	)	PUNCT
ertr-370	81	101	,	,	PUNCT
ertr-370	81	102	racialized	racialize	VERB
ertr-370	81	103	and	and	CCONJ
ertr-370	81	104	gendered	gendere	VERB
ertr-370	81	105	nature	nature	NOUN
ertr-370	81	106	of	of	ADP
ertr-370	81	107	backpacking	backpacking	PROPN
ertr-370	81	108	(	(	PUNCT
ertr-370	81	109	teo	teo	PROPN
ertr-370	81	110	&	&	CCONJ
ertr-370	81	111	leong	leong	PROPN
ertr-370	81	112	,	,	PUNCT
ertr-370	81	113	2006	2006	NUM
ertr-370	81	114	)	)	PUNCT
ertr-370	81	115	,	,	PUNCT
ertr-370	81	116	and	and	CCONJ
ertr-370	81	117	looking	look	VERB
ertr-370	81	118	local	local	ADJ
ertr-370	81	119	(	(	PUNCT
ertr-370	81	120	muzaini	muzaini	ADJ
ertr-370	81	121	,	,	PUNCT
ertr-370	81	122	2006	2006	NUM
ertr-370	81	123	)	)	PUNCT
ertr-370	81	124	.	.	PUNCT
ertr-370	82	1	this	this	DET
ertr-370	82	2	study	study	NOUN
ertr-370	82	3	considers	consider	VERB
ertr-370	82	4	both	both	CCONJ
ertr-370	82	5	the	the	DET
ertr-370	82	6	hostel	hostel	NOUN
ertr-370	82	7	’s	’s	PART
ertr-370	82	8	country	country	NOUN
ertr-370	82	9	effect	effect	NOUN
ertr-370	82	10	as	as	ADV
ertr-370	82	11	well	well	ADV
ertr-370	82	12	as	as	ADP
ertr-370	82	13	backpackers	backpacker	NOUN
ertr-370	82	14	’	'	PUNCT
ertr-370	82	15	country	country	NOUN
ertr-370	82	16	of	of	ADP
ertr-370	82	17	origin	origin	NOUN
ertr-370	82	18	effect	effect	NOUN
ertr-370	82	19	.	.	PUNCT
ertr-370	83	1	considering	consider	VERB
ertr-370	83	2	both	both	DET
ertr-370	83	3	attributes	attribute	NOUN
ertr-370	83	4	facilitates	facilitate	VERB
ertr-370	83	5	studying	study	VERB
ertr-370	83	6	of	of	ADP
ertr-370	83	7	the	the	DET
ertr-370	83	8	interaction	interaction	NOUN
ertr-370	83	9	effect	effect	NOUN
ertr-370	83	10	.	.	PUNCT
ertr-370	84	1	therefore	therefore	ADV
ertr-370	84	2	,	,	PUNCT
ertr-370	84	3	backpackers	backpacker	NOUN
ertr-370	84	4	’	'	PUNCT
ertr-370	84	5	expectation	expectation	NOUN
ertr-370	84	6	of	of	ADP
ertr-370	84	7	security	security	NOUN
ertr-370	84	8	based	base	VERB
ertr-370	84	9	on	on	ADP
ertr-370	84	10	their	their	PRON
ertr-370	84	11	country	country	NOUN
ertr-370	84	12	of	of	ADP
ertr-370	84	13	origin	origin	NOUN
ertr-370	84	14	is	be	AUX
ertr-370	84	15	studied	study	VERB
ertr-370	84	16	.	.	PUNCT
ertr-370	85	1	data	datum	NOUN
ertr-370	85	2	collection	collection	NOUN
ertr-370	85	3	and	and	CCONJ
ertr-370	85	4	methodology	methodology	NOUN
ertr-370	85	5	data	datum	NOUN
ertr-370	85	6	collection	collection	NOUN
ertr-370	85	7	reviewers	reviewer	NOUN
ertr-370	85	8	’	’	PART
ertr-370	85	9	data	datum	NOUN
ertr-370	85	10	is	be	AUX
ertr-370	85	11	collected	collect	VERB
ertr-370	85	12	from	from	ADP
ertr-370	85	13	hostelworld.com	hostelworld.com	X
ertr-370	85	14	.	.	PUNCT
ertr-370	86	1	through	through	ADP
ertr-370	86	2	this	this	DET
ertr-370	86	3	website	website	NOUN
ertr-370	86	4	,	,	PUNCT
ertr-370	86	5	backpackers	backpacker	NOUN
ertr-370	86	6	can	can	AUX
ertr-370	86	7	book	book	NOUN
ertr-370	86	8	hostels	hostel	NOUN
ertr-370	86	9	and	and	CCONJ
ertr-370	86	10	leave	leave	VERB
ertr-370	86	11	reviews	review	NOUN
ertr-370	86	12	regarding	regard	VERB
ertr-370	86	13	their	their	PRON
ertr-370	86	14	experience	experience	NOUN
ertr-370	86	15	of	of	ADP
ertr-370	86	16	their	their	PRON
ertr-370	86	17	stay	stay	NOUN
ertr-370	86	18	at	at	ADP
ertr-370	86	19	the	the	DET
ertr-370	86	20	hostel	hostel	NOUN
ertr-370	86	21	.	.	PUNCT
ertr-370	87	1	backpackers	backpacker	NOUN
ertr-370	87	2	can	can	AUX
ertr-370	87	3	rate	rate	VERB
ertr-370	87	4	hostels	hostel	NOUN
ertr-370	87	5	in	in	ADP
ertr-370	87	6	7	7	NUM
ertr-370	87	7	dimensions	dimension	NOUN
ertr-370	87	8	:	:	PUNCT
ertr-370	87	9	overall	overall	ADJ
ertr-370	87	10	rating	rating	NOUN
ertr-370	87	11	,	,	PUNCT
ertr-370	87	12	value	value	NOUN
ertr-370	87	13	for	for	ADP
ertr-370	87	14	money	money	NOUN
ertr-370	87	15	,	,	PUNCT
ertr-370	87	16	security	security	NOUN
ertr-370	87	17	,	,	PUNCT
ertr-370	87	18	location	location	NOUN
ertr-370	87	19	,	,	PUNCT
ertr-370	87	20	facility	facility	NOUN
ertr-370	87	21	,	,	PUNCT
ertr-370	87	22	staff	staff	NOUN
ertr-370	87	23	,	,	PUNCT
ertr-370	87	24	and	and	CCONJ
ertr-370	87	25	atmosphere	atmosphere	NOUN
ertr-370	87	26	.	.	PUNCT
ertr-370	88	1	these	these	DET
ertr-370	88	2	ratings	rating	NOUN
ertr-370	88	3	can	can	AUX
ertr-370	88	4	be	be	AUX
ertr-370	88	5	anything	anything	PRON
ertr-370	88	6	in	in	ADP
ertr-370	88	7	a	a	DET
ertr-370	88	8	range	range	NOUN
ertr-370	88	9	of	of	ADP
ertr-370	88	10	0	0	NUM
ertr-370	88	11	to	to	PART
ertr-370	88	12	10	10	NUM
ertr-370	88	13	stars	star	NOUN
ertr-370	88	14	.	.	PUNCT
ertr-370	89	1	in	in	ADP
ertr-370	89	2	this	this	DET
ertr-370	89	3	study	study	NOUN
ertr-370	89	4	,	,	PUNCT
ertr-370	89	5	reviewer	reviewer	NOUN
ertr-370	89	6	rating	rating	NOUN
ertr-370	89	7	in	in	ADP
ertr-370	89	8	all	all	DET
ertr-370	89	9	seven	seven	NUM
ertr-370	89	10	dimensions	dimension	NOUN
ertr-370	89	11	as	as	ADV
ertr-370	89	12	well	well	ADV
ertr-370	89	13	as	as	ADP
ertr-370	89	14	the	the	DET
ertr-370	89	15	reviewer	reviewer	NOUN
ertr-370	89	16	's	's	PART
ertr-370	89	17	country	country	NOUN
ertr-370	89	18	of	of	ADP
ertr-370	89	19	origin	origin	NOUN
ertr-370	89	20	and	and	CCONJ
ertr-370	89	21	the	the	DET
ertr-370	89	22	review	review	NOUN
ertr-370	89	23	content	content	NOUN
ertr-370	89	24	are	be	AUX
ertr-370	89	25	collected	collect	VERB
ertr-370	89	26	.	.	PUNCT
ertr-370	90	1	in	in	ADP
ertr-370	90	2	total	total	ADJ
ertr-370	90	3	324,321	324,321	NUM
ertr-370	90	4	reviews	review	NOUN
ertr-370	90	5	are	be	AUX
ertr-370	90	6	collected	collect	VERB
ertr-370	90	7	from	from	ADP
ertr-370	90	8	24,658	24,658	NUM
ertr-370	90	9	hostels	hostel	NOUN
ertr-370	90	10	.	.	PUNCT
ertr-370	91	1	note	note	VERB
ertr-370	91	2	that	that	SCONJ
ertr-370	91	3	the	the	DET
ertr-370	91	4	overall	overall	ADJ
ertr-370	91	5	rating	rating	NOUN
ertr-370	91	6	is	be	AUX
ertr-370	91	7	just	just	ADV
ertr-370	91	8	a	a	DET
ertr-370	91	9	linear	linear	ADJ
ertr-370	91	10	combination	combination	NOUN
ertr-370	91	11	of	of	ADP
ertr-370	91	12	other	other	ADJ
ertr-370	91	13	ratings	rating	NOUN
ertr-370	91	14	,	,	PUNCT
ertr-370	91	15	and	and	CCONJ
ertr-370	91	16	therefore	therefore	ADV
ertr-370	91	17	it	it	PRON
ertr-370	91	18	is	be	AUX
ertr-370	91	19	not	not	PART
ertr-370	91	20	included	include	VERB
ertr-370	91	21	in	in	ADP
ertr-370	91	22	any	any	PRON
ertr-370	91	23	of	of	ADP
ertr-370	91	24	the	the	DET
ertr-370	91	25	analysis	analysis	NOUN
ertr-370	91	26	.	.	PUNCT
ertr-370	92	1	after	after	ADP
ertr-370	92	2	cleaning	clean	VERB
ertr-370	92	3	the	the	DET
ertr-370	92	4	data	datum	NOUN
ertr-370	92	5	(	(	PUNCT
ertr-370	92	6	excluding	exclude	VERB
ertr-370	92	7	reviews	review	NOUN
ertr-370	92	8	with	with	ADP
ertr-370	92	9	not	not	PART
ertr-370	92	10	specifically	specifically	ADV
ertr-370	92	11	and	and	CCONJ
ertr-370	92	12	correctly	correctly	ADV
ertr-370	92	13	mentioned	mention	VERB
ertr-370	92	14	country	country	NOUN
ertr-370	92	15	of	of	ADP
ertr-370	92	16	origin	origin	NOUN
ertr-370	92	17	)	)	PUNCT
ertr-370	92	18	,	,	PUNCT
ertr-370	92	19	321,366	321,366	NUM
ertr-370	92	20	reviews	review	NOUN
ertr-370	92	21	are	be	AUX
ertr-370	92	22	left	leave	VERB
ertr-370	92	23	in	in	ADP
ertr-370	92	24	the	the	DET
ertr-370	92	25	dataset	dataset	NOUN
ertr-370	92	26	.	.	PUNCT
ertr-370	93	1	the	the	DET
ertr-370	93	2	summary	summary	NOUN
ertr-370	93	3	of	of	ADP
ertr-370	93	4	the	the	DET
ertr-370	93	5	extracted	extract	VERB
ertr-370	93	6	attributes	attribute	NOUN
ertr-370	93	7	is	be	AUX
ertr-370	93	8	presented	present	VERB
ertr-370	93	9	in	in	ADP
ertr-370	93	10	table	table	NOUN
ertr-370	93	11	1	1	NUM
ertr-370	93	12	.	.	PUNCT
ertr-370	93	13	to	to	PART
ertr-370	93	14	categorize	categorize	VERB
ertr-370	93	15	the	the	DET
ertr-370	93	16	countries	country	NOUN
ertr-370	93	17	based	base	VERB
ertr-370	93	18	on	on	ADP
ertr-370	93	19	their	their	PRON
ertr-370	93	20	level	level	NOUN
ertr-370	93	21	of	of	ADP
ertr-370	93	22	safety	safety	NOUN
ertr-370	93	23	and	and	CCONJ
ertr-370	93	24	security	security	NOUN
ertr-370	93	25	,	,	PUNCT
ertr-370	93	26	the	the	DET
ertr-370	93	27	four	four	NUM
ertr-370	93	28	-	-	PUNCT
ertr-370	93	29	level	level	NOUN
ertr-370	93	30	security	security	NOUN
ertr-370	93	31	rating	rating	NOUN
ertr-370	93	32	provided	provide	VERB
ertr-370	93	33	by	by	ADP
ertr-370	93	34	travel.state.gov	travel.state.gov	PROPN
ertr-370	93	35	is	be	AUX
ertr-370	93	36	used	use	VERB
ertr-370	93	37	.	.	PUNCT
ertr-370	94	1	this	this	DET
ertr-370	94	2	dataset	dataset	NOUN
ertr-370	94	3	categorizes	categorize	VERB
ertr-370	94	4	countries	country	NOUN
ertr-370	94	5	based	base	VERB
ertr-370	94	6	on	on	ADP
ertr-370	94	7	their	their	PRON
ertr-370	94	8	level	level	NOUN
ertr-370	94	9	of	of	ADP
ertr-370	94	10	safety	safety	NOUN
ertr-370	94	11	and	and	CCONJ
ertr-370	94	12	security	security	NOUN
ertr-370	94	13	to	to	PART
ertr-370	94	14	travel	travel	VERB
ertr-370	94	15	into	into	ADP
ertr-370	94	16	four	four	NUM
ertr-370	94	17	levels	level	NOUN
ertr-370	94	18	:	:	PUNCT
ertr-370	94	19	1	1	NUM
ertr-370	94	20	:	:	PUNCT
ertr-370	94	21	exercise	exercise	VERB
ertr-370	94	22	normal	normal	ADJ
ertr-370	94	23	precautions	precaution	NOUN
ertr-370	94	24	,	,	PUNCT
ertr-370	94	25	2	2	NUM
ertr-370	94	26	:	:	PUNCT
ertr-370	94	27	exercise	exercise	VERB
ertr-370	94	28	increased	increase	VERB
ertr-370	94	29	caution	caution	NOUN
ertr-370	94	30	,	,	PUNCT
ertr-370	94	31	3	3	NUM
ertr-370	94	32	:	:	PUNCT
ertr-370	94	33	reconsider	reconsider	VERB
ertr-370	94	34	travel	travel	NOUN
ertr-370	94	35	and	and	CCONJ
ertr-370	94	36	4	4	NUM
ertr-370	94	37	:	:	PUNCT
ertr-370	94	38	do	do	AUX
ertr-370	94	39	not	not	PART
ertr-370	94	40	travel	travel	VERB
ertr-370	94	41	.	.	PUNCT
ertr-370	95	1	the	the	DET
ertr-370	95	2	dataset	dataset	NOUN
ertr-370	95	3	is	be	AUX
ertr-370	95	4	available	available	ADJ
ertr-370	95	5	at	at	ADP
ertr-370	95	6	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	95	7	e	e	NOUN
ertr-370	95	8	-	-	NOUN
ertr-370	95	9	review	review	NOUN
ertr-370	95	10	of	of	ADP
ertr-370	95	11	tourism	tourism	NOUN
ertr-370	95	12	research	research	NOUN
ertr-370	95	13	(	(	PUNCT
ertr-370	95	14	ertr	ertr	NOUN
ertr-370	95	15	)	)	PUNCT
ertr-370	95	16	,	,	PUNCT
ertr-370	95	17	vol	vol	NOUN
ertr-370	95	18	.	.	PROPN
ertr-370	96	1	16	16	NUM
ertr-370	96	2	,	,	PUNCT
ertr-370	96	3	no	no	INTJ
ertr-370	96	4	.	.	NOUN
ertr-370	96	5	4	4	NUM
ertr-370	96	6	,	,	PUNCT
ertr-370	96	7	2019	2019	NUM
ertr-370	97	1	http://ertr.tamu.edu	http://ertr.tamu.edu	ADP
ertr-370	97	2	255	255	NUM
ertr-370	97	3	travel.state.gov	travel.state.gov	PROPN
ertr-370	97	4	.	.	PUNCT
ertr-370	98	1	countries	country	NOUN
ertr-370	98	2	are	be	AUX
ertr-370	98	3	organized	organize	VERB
ertr-370	98	4	into	into	ADP
ertr-370	98	5	two	two	NUM
ertr-370	98	6	levels	level	NOUN
ertr-370	98	7	:	:	PUNCT
ertr-370	98	8	safe	safe	ADJ
ertr-370	98	9	countries	country	NOUN
ertr-370	98	10	with	with	ADP
ertr-370	98	11	the	the	DET
ertr-370	98	12	safety	safety	NOUN
ertr-370	98	13	levels	level	NOUN
ertr-370	98	14	of	of	ADP
ertr-370	98	15	1	1	NUM
ertr-370	98	16	and	and	CCONJ
ertr-370	98	17	2	2	NUM
ertr-370	98	18	,	,	PUNCT
ertr-370	98	19	and	and	CCONJ
ertr-370	98	20	unsafe	unsafe	ADJ
ertr-370	98	21	countries	country	NOUN
ertr-370	98	22	with	with	ADP
ertr-370	98	23	the	the	DET
ertr-370	98	24	safety	safety	NOUN
ertr-370	98	25	levels	level	NOUN
ertr-370	98	26	of	of	ADP
ertr-370	98	27	3	3	NUM
ertr-370	98	28	and	and	CCONJ
ertr-370	98	29	4	4	NUM
ertr-370	98	30	.	.	X
ertr-370	98	31	figure	figure	NOUN
ertr-370	98	32	1	1	NUM
ertr-370	98	33	shows	show	VERB
ertr-370	98	34	safe	safe	ADJ
ertr-370	98	35	countries	country	NOUN
ertr-370	98	36	(	(	PUNCT
ertr-370	98	37	in	in	ADP
ertr-370	98	38	black	black	NOUN
ertr-370	98	39	)	)	PUNCT
ertr-370	98	40	and	and	CCONJ
ertr-370	98	41	unsafe	unsafe	ADJ
ertr-370	98	42	countries	country	NOUN
ertr-370	98	43	(	(	PUNCT
ertr-370	98	44	in	in	ADP
ertr-370	98	45	gray	gray	ADJ
ertr-370	98	46	)	)	PUNCT
ertr-370	98	47	.	.	PUNCT
ertr-370	99	1	table	table	NOUN
ertr-370	99	2	2	2	NUM
ertr-370	99	3	represents	represent	VERB
ertr-370	99	4	the	the	DET
ertr-370	99	5	distribution	distribution	NOUN
ertr-370	99	6	of	of	ADP
ertr-370	99	7	guests	guest	NOUN
ertr-370	99	8	and	and	CCONJ
ertr-370	99	9	hostels	hostel	NOUN
ertr-370	99	10	over	over	ADP
ertr-370	99	11	the	the	DET
ertr-370	99	12	safe	safe	ADJ
ertr-370	99	13	and	and	CCONJ
ertr-370	99	14	unsafe	unsafe	ADJ
ertr-370	99	15	countries	country	NOUN
ertr-370	99	16	.	.	PUNCT
ertr-370	100	1	table	table	NOUN
ertr-370	100	2	1	1	NUM
ertr-370	100	3	.	.	NUM
ertr-370	100	4	extracted	extract	VERB
ertr-370	100	5	attributes	attribute	NOUN
ertr-370	100	6	attribute	attribute	NOUN
ertr-370	100	7	description	description	NOUN
ertr-370	100	8	reviewer	reviewer	NOUN
ertr-370	101	1	i	i	PROPN
ertr-370	101	2	d	d	PROPN
ertr-370	101	3	an	an	DET
ertr-370	101	4	i	i	PROPN
ertr-370	101	5	d	d	PROPN
ertr-370	101	6	that	that	PRON
ertr-370	101	7	is	be	AUX
ertr-370	101	8	assigned	assign	VERB
ertr-370	101	9	to	to	ADP
ertr-370	101	10	the	the	DET
ertr-370	101	11	guest	guest	NOUN
ertr-370	101	12	by	by	ADP
ertr-370	101	13	hostelworld.com	hostelworld.com	X
ertr-370	101	14	country	country	NOUN
ertr-370	101	15	of	of	ADP
ertr-370	101	16	origin	origin	NOUN
ertr-370	101	17	reviewers	reviewer	NOUN
ertr-370	101	18	’	'	PUNCT
ertr-370	101	19	country	country	NOUN
ertr-370	101	20	of	of	ADP
ertr-370	101	21	origin	origin	NOUN
ertr-370	101	22	hostel	hostel	NOUN
ertr-370	101	23	name	name	NOUN
ertr-370	101	24	name	name	NOUN
ertr-370	101	25	of	of	ADP
ertr-370	101	26	the	the	DET
ertr-370	101	27	hostel	hostel	PROPN
ertr-370	101	28	hostel	hostel	PROPN
ertr-370	101	29	country	country	PROPN
ertr-370	101	30	country	country	NOUN
ertr-370	101	31	that	that	PRON
ertr-370	101	32	the	the	DET
ertr-370	101	33	hostel	hostel	NOUN
ertr-370	101	34	is	be	AUX
ertr-370	101	35	located	locate	VERB
ertr-370	101	36	in	in	ADP
ertr-370	101	37	rating	rating	NOUN
ertr-370	101	38	dimensions	dimension	NOUN
ertr-370	101	39	overall	overall	ADJ
ertr-370	101	40	rating	rating	NOUN
ertr-370	101	41	,	,	PUNCT
ertr-370	101	42	value	value	NOUN
ertr-370	101	43	for	for	ADP
ertr-370	101	44	money	money	NOUN
ertr-370	101	45	,	,	PUNCT
ertr-370	101	46	security	security	NOUN
ertr-370	101	47	,	,	PUNCT
ertr-370	101	48	location	location	NOUN
ertr-370	101	49	,	,	PUNCT
ertr-370	101	50	facility	facility	NOUN
ertr-370	101	51	,	,	PUNCT
ertr-370	101	52	staff	staff	NOUN
ertr-370	101	53	,	,	PUNCT
ertr-370	101	54	atmosphere	atmosphere	NOUN
ertr-370	101	55	review	review	VERB
ertr-370	101	56	content	content	NOUN
ertr-370	101	57	review	review	NOUN
ertr-370	101	58	content	content	NOUN
ertr-370	101	59	written	write	VERB
ertr-370	101	60	by	by	ADP
ertr-370	101	61	the	the	DET
ertr-370	101	62	reviewer	reviewer	NOUN
ertr-370	101	63	figure	figure	NOUN
ertr-370	101	64	1	1	NUM
ertr-370	101	65	.	.	PUNCT
ertr-370	101	66	safe	safe	ADJ
ertr-370	101	67	countries	country	NOUN
ertr-370	101	68	for	for	ADP
ertr-370	101	69	traveling	travel	VERB
ertr-370	101	70	(	(	PUNCT
ertr-370	101	71	black	black	ADJ
ertr-370	101	72	area	area	NOUN
ertr-370	101	73	)	)	PUNCT
ertr-370	101	74	and	and	CCONJ
ertr-370	101	75	unsafe	unsafe	ADJ
ertr-370	101	76	countries	country	NOUN
ertr-370	101	77	to	to	PART
ertr-370	101	78	travel	travel	VERB
ertr-370	101	79	(	(	PUNCT
ertr-370	101	80	gray	gray	ADJ
ertr-370	101	81	area	area	NOUN
ertr-370	101	82	)	)	PUNCT
ertr-370	101	83	table	table	NOUN
ertr-370	101	84	2	2	NUM
ertr-370	101	85	.	.	PUNCT
ertr-370	102	1	distribution	distribution	NOUN
ertr-370	102	2	of	of	ADP
ertr-370	102	3	backpackers	backpacker	NOUN
ertr-370	102	4	’	'	PUNCT
ertr-370	102	5	country	country	NOUN
ertr-370	102	6	of	of	ADP
ertr-370	102	7	origin	origin	NOUN
ertr-370	102	8	and	and	CCONJ
ertr-370	102	9	hostel	hostel	NOUN
ertr-370	102	10	locations	location	NOUN
ertr-370	102	11	hostel	hostel	PROPN
ertr-370	102	12	location	location	NOUN
ertr-370	102	13	safe	safe	ADJ
ertr-370	102	14	country	country	NOUN
ertr-370	102	15	■	■	PUNCT
ertr-370	102	16	unsafe	unsafe	ADJ
ertr-370	102	17	country	country	NOUN
ertr-370	102	18	■	■	PUNCT
ertr-370	102	19	reviewer	reviewer	NOUN
ertr-370	102	20	country	country	NOUN
ertr-370	102	21	of	of	ADP
ertr-370	102	22	origin	origin	NOUN
ertr-370	102	23	safe	safe	ADJ
ertr-370	102	24	country	country	NOUN
ertr-370	102	25	312827	312827	NUM
ertr-370	102	26	6176	6176	NUM
ertr-370	102	27	unsafe	unsafe	ADJ
ertr-370	102	28	country	country	NOUN
ertr-370	102	29	2243	2243	NUM
ertr-370	102	30	120	120	NUM
ertr-370	102	31	http://ertr.tamu.edu/	http://ertr.tamu.edu/	VERB
ertr-370	102	32	https://travel.state.gov/content/travel/en/traveladvisories/traveladvisories.html	https://travel.state.gov/content/travel/en/traveladvisories/traveladvisories.html	X
ertr-370	103	1	e	e	X
ertr-370	103	2	-	-	NOUN
ertr-370	103	3	review	review	NOUN
ertr-370	103	4	of	of	ADP
ertr-370	103	5	tourism	tourism	NOUN
ertr-370	103	6	research	research	NOUN
ertr-370	103	7	(	(	PUNCT
ertr-370	103	8	ertr	ertr	NOUN
ertr-370	103	9	)	)	PUNCT
ertr-370	103	10	,	,	PUNCT
ertr-370	103	11	vol	vol	NOUN
ertr-370	103	12	.	.	PROPN
ertr-370	103	13	16	16	NUM
ertr-370	103	14	,	,	PUNCT
ertr-370	103	15	no	no	INTJ
ertr-370	103	16	.	.	NOUN
ertr-370	103	17	4	4	NUM
ertr-370	103	18	,	,	PUNCT
ertr-370	103	19	2019	2019	NUM
ertr-370	103	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	103	21	256	256	NUM
ertr-370	103	22	methodology	methodology	NOUN
ertr-370	103	23	to	to	PART
ertr-370	103	24	study	study	VERB
ertr-370	103	25	the	the	DET
ertr-370	103	26	impact	impact	NOUN
ertr-370	103	27	of	of	ADP
ertr-370	103	28	hostel	hostel	NOUN
ertr-370	103	29	location	location	NOUN
ertr-370	103	30	,	,	PUNCT
ertr-370	103	31	cleanliness	cleanliness	NOUN
ertr-370	103	32	,	,	PUNCT
ertr-370	103	33	staff	staff	NOUN
ertr-370	103	34	,	,	PUNCT
ertr-370	103	35	atmosphere	atmosphere	NOUN
ertr-370	103	36	,	,	PUNCT
ertr-370	103	37	facility	facility	NOUN
ertr-370	103	38	,	,	PUNCT
ertr-370	103	39	and	and	CCONJ
ertr-370	103	40	value	value	NOUN
ertr-370	103	41	for	for	ADP
ertr-370	103	42	money	money	NOUN
ertr-370	103	43	as	as	ADV
ertr-370	103	44	well	well	ADV
ertr-370	103	45	as	as	ADP
ertr-370	103	46	backpackers	backpacker	NOUN
ertr-370	103	47	'	'	PART
ertr-370	103	48	country	country	NOUN
ertr-370	103	49	of	of	ADP
ertr-370	103	50	origin	origin	NOUN
ertr-370	103	51	on	on	ADP
ertr-370	103	52	their	their	PRON
ertr-370	103	53	perceptions	perception	NOUN
ertr-370	103	54	of	of	ADP
ertr-370	103	55	security	security	NOUN
ertr-370	103	56	,	,	PUNCT
ertr-370	103	57	regression	regression	VERB
ertr-370	103	58	analysis	analysis	NOUN
ertr-370	103	59	is	be	AUX
ertr-370	103	60	used	use	VERB
ertr-370	103	61	.	.	PUNCT
ertr-370	104	1	as	as	SCONJ
ertr-370	104	2	facility	facility	NOUN
ertr-370	104	3	and	and	CCONJ
ertr-370	104	4	value	value	NOUN
ertr-370	104	5	for	for	ADP
ertr-370	104	6	money	money	NOUN
ertr-370	104	7	are	be	AUX
ertr-370	104	8	highly	highly	ADV
ertr-370	104	9	correlated	correlate	VERB
ertr-370	104	10	with	with	ADP
ertr-370	104	11	vif	vif	NOUN
ertr-370	104	12	of	of	ADP
ertr-370	104	13	28.46	28.46	NUM
ertr-370	104	14	,	,	PUNCT
ertr-370	104	15	a	a	DET
ertr-370	104	16	new	new	ADJ
ertr-370	104	17	variable	variable	ADJ
ertr-370	104	18	facility×value	facility×value	NOUN
ertr-370	104	19	for	for	ADP
ertr-370	104	20	money	money	NOUN
ertr-370	104	21	is	be	AUX
ertr-370	104	22	created	create	VERB
ertr-370	104	23	and	and	CCONJ
ertr-370	104	24	used	use	VERB
ertr-370	104	25	as	as	ADP
ertr-370	104	26	a	a	DET
ertr-370	104	27	control	control	NOUN
ertr-370	104	28	variable	variable	NOUN
ertr-370	104	29	.	.	PUNCT
ertr-370	105	1	to	to	PART
ertr-370	105	2	control	control	VERB
ertr-370	105	3	for	for	ADP
ertr-370	105	4	hostels	hostel	NOUN
ertr-370	105	5	’	'	PUNCT
ertr-370	105	6	effect	effect	NOUN
ertr-370	105	7	,	,	PUNCT
ertr-370	105	8	hostels	hostel	NOUN
ertr-370	105	9	’	'	PUNCT
ertr-370	105	10	fixed	fix	VERB
ertr-370	105	11	effect	effect	NOUN
ertr-370	105	12	is	be	AUX
ertr-370	105	13	incorporated	incorporate	VERB
ertr-370	105	14	.	.	PUNCT
ertr-370	106	1	model	model	NOUN
ertr-370	106	2	’s	’s	PART
ertr-370	106	3	specification	specification	NOUN
ertr-370	106	4	is	be	AUX
ertr-370	106	5	as	as	SCONJ
ertr-370	106	6	follows	follow	VERB
ertr-370	106	7	:	:	PUNCT
ertr-370	107	1	𝑆𝑒𝑐𝑢𝑟𝑖𝑡𝑦	𝑆𝑒𝑐𝑢𝑟𝑖𝑡𝑦	PROPN
ertr-370	107	2	=	=	SYM
ertr-370	107	3	𝛽0	𝛽0	PROPN
ertr-370	107	4	+	+	CCONJ
ertr-370	107	5	𝛽1[𝐿𝑜𝑐𝑎𝑡𝑖𝑜𝑛	𝛽1[𝐿𝑜𝑐𝑎𝑡𝑖𝑜𝑛	PUNCT
ertr-370	107	6	]	]	X
ertr-370	107	7	+	+	X
ertr-370	107	8	𝛽2[𝐶𝑙𝑒𝑎𝑛𝑙𝑖𝑛𝑒𝑠𝑠	𝛽2[𝐶𝑙𝑒𝑎𝑛𝑙𝑖𝑛𝑒𝑠𝑠	PROPN
ertr-370	107	9	]	]	X
ertr-370	107	10	+	+	NUM
ertr-370	107	11	𝛽3[𝐴𝑡𝑚𝑜𝑠𝑝ℎ𝑒𝑟𝑒	𝛽3[𝐴𝑡𝑚𝑜𝑠𝑝ℎ𝑒𝑟𝑒	NOUN
ertr-370	107	12	]	]	X
ertr-370	107	13	+	+	NUM
ertr-370	107	14	𝛽4[𝑆𝑡𝑎𝑓𝑓	𝛽4[𝑆𝑡𝑎𝑓𝑓	X
ertr-370	107	15	]	]	X
ertr-370	108	1	+	+	CCONJ
ertr-370	108	2	𝛽5[𝐹𝑎𝑐𝑖𝑙𝑖𝑡𝑦	𝛽5[𝐹𝑎𝑐𝑖𝑙𝑖𝑡𝑦	PROPN
ertr-370	108	3	×	×	PROPN
ertr-370	108	4	𝑉𝑎𝑙𝑢𝑒	𝑉𝑎𝑙𝑢𝑒	PROPN
ertr-370	108	5	𝑓𝑜𝑟	𝑓𝑜𝑟	ADV
ertr-370	108	6	𝑀𝑜𝑛𝑒𝑦	𝑀𝑜𝑛𝑒𝑦	PROPN
ertr-370	108	7	]	]	X
ertr-370	109	1	+	+	PUNCT
ertr-370	110	1	𝛽6[1	𝛽6[1	PROPN
ertr-370	110	2	𝑖𝑓	𝑖𝑓	X
ertr-370	110	3	𝑅𝑒𝑣𝑖𝑒𝑤𝑒𝑟	𝑅𝑒𝑣𝑖𝑒𝑤𝑒𝑟	PROPN
ertr-370	110	4	𝑖𝑠	𝑖𝑠	X
ertr-370	111	1	𝐶𝑜𝑚𝑖𝑛𝑔	𝐶𝑜𝑚𝑖𝑛𝑔	PROPN
ertr-370	111	2	𝑓𝑟𝑜𝑚	𝑓𝑟𝑜𝑚	VERB
ertr-370	111	3	𝑎	𝑎	PRON
ertr-370	111	4	𝑆𝑎𝑓𝑒	𝑆𝑎𝑓𝑒	PROPN
ertr-370	111	5	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	PROPN
ertr-370	111	6	]	]	X
ertr-370	112	1	+	+	PUNCT
ertr-370	112	2	𝛽7[1	𝛽7[1	NUM
ertr-370	112	3	𝑖𝑓	𝑖𝑓	VERB
ertr-370	112	4	𝐻𝑜𝑠𝑡𝑒𝑙	𝐻𝑜𝑠𝑡𝑒𝑙	PROPN
ertr-370	112	5	𝑖𝑠	𝑖𝑠	ADP
ertr-370	112	6	𝑖𝑛	𝑖𝑛	NOUN
ertr-370	112	7	𝑎	𝑎	X
ertr-370	112	8	𝑆𝑎𝑓𝑒	𝑆𝑎𝑓𝑒	PROPN
ertr-370	112	9	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	PROPN
ertr-370	112	10	]	]	X
ertr-370	112	11	+	+	CCONJ
ertr-370	112	12	𝛽8[1	𝛽8[1	X
ertr-370	112	13	𝑖𝑓	𝑖𝑓	ADP
ertr-370	112	14	𝑅𝑒𝑣𝑖𝑒𝑤𝑒𝑟	𝑅𝑒𝑣𝑖𝑒𝑤𝑒𝑟	PROPN
ertr-370	112	15	𝑖𝑠	𝑖𝑠	X
ertr-370	113	1	𝐶𝑜𝑚𝑖𝑛𝑔	𝐶𝑜𝑚𝑖𝑛𝑔	PROPN
ertr-370	113	2	𝑓𝑟𝑜𝑚	𝑓𝑟𝑜𝑚	VERB
ertr-370	113	3	𝑎	𝑎	DET
ertr-370	113	4	𝑆𝑎𝑓𝑒	𝑆𝑎𝑓𝑒	PROPN
ertr-370	113	5	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	𝐶𝑜𝑢𝑛𝑡𝑟𝑦	PROPN
ertr-370	113	6	𝑎𝑛𝑑	𝑎𝑛𝑑	ADJ
ertr-370	113	7	𝐻𝑜𝑠𝑡𝑒𝑙	𝐻𝑜𝑠𝑡𝑒𝑙	PROPN
ertr-370	114	1	𝑖𝑠	𝑖𝑠	ADP
ertr-370	114	2	𝑖𝑛	𝑖𝑛	NOUN
ertr-370	114	3	𝑎	𝑎	ADJ
ertr-370	114	4	𝑠𝑎𝑓𝑒	𝑠𝑎𝑓𝑒	ADJ
ertr-370	114	5	𝑐𝑜𝑢𝑛𝑡𝑟𝑦	𝑐𝑜𝑢𝑛𝑡𝑟𝑦	NOUN
ertr-370	114	6	]	]	PUNCT
ertr-370	115	1	+	+	CCONJ
ertr-370	115	2	𝜖	𝜖	X
ertr-370	115	3	(	(	PUNCT
ertr-370	115	4	1	1	NUM
ertr-370	115	5	)	)	PUNCT
ertr-370	115	6	centering	center	VERB
ertr-370	115	7	resonance	resonance	NOUN
ertr-370	115	8	analysis	analysis	NOUN
ertr-370	115	9	(	(	PUNCT
ertr-370	115	10	cra	cra	PROPN
ertr-370	115	11	)	)	PUNCT
ertr-370	115	12	(	(	PUNCT
ertr-370	115	13	corman	corman	PROPN
ertr-370	115	14	,	,	PUNCT
ertr-370	115	15	kuhn	kuhn	PROPN
ertr-370	115	16	,	,	PUNCT
ertr-370	115	17	mcphee	mcphee	NOUN
ertr-370	115	18	,	,	PUNCT
ertr-370	115	19	&	&	CCONJ
ertr-370	115	20	dooley	dooley	PROPN
ertr-370	115	21	,	,	PUNCT
ertr-370	115	22	2002	2002	NUM
ertr-370	115	23	)	)	PUNCT
ertr-370	115	24	is	be	AUX
ertr-370	115	25	applied	apply	VERB
ertr-370	115	26	to	to	PART
ertr-370	115	27	identify	identify	VERB
ertr-370	115	28	important	important	ADJ
ertr-370	115	29	words	word	NOUN
ertr-370	115	30	in	in	ADP
ertr-370	115	31	guests	guest	NOUN
ertr-370	115	32	’	'	PUNCT
ertr-370	115	33	reviews	review	NOUN
ertr-370	115	34	and	and	CCONJ
ertr-370	115	35	link	link	VERB
ertr-370	115	36	these	these	DET
ertr-370	115	37	words	word	NOUN
ertr-370	115	38	into	into	ADP
ertr-370	115	39	a	a	DET
ertr-370	115	40	network	network	NOUN
ertr-370	115	41	.	.	PUNCT
ertr-370	116	1	cra	cra	PROPN
ertr-370	116	2	is	be	AUX
ertr-370	116	3	a	a	DET
ertr-370	116	4	network	network	NOUN
ertr-370	116	5	text	text	NOUN
ertr-370	116	6	analysis	analysis	NOUN
ertr-370	116	7	that	that	PRON
ertr-370	116	8	consists	consist	VERB
ertr-370	116	9	of	of	ADP
ertr-370	116	10	three	three	NUM
ertr-370	116	11	steps	step	NOUN
ertr-370	116	12	:	:	PUNCT
ertr-370	116	13	selection	selection	NOUN
ertr-370	116	14	,	,	PUNCT
ertr-370	116	15	linking	linking	NOUN
ertr-370	116	16	,	,	PUNCT
ertr-370	116	17	and	and	CCONJ
ertr-370	116	18	indexing	indexing	NOUN
ertr-370	116	19	.	.	PUNCT
ertr-370	117	1	in	in	ADP
ertr-370	117	2	the	the	DET
ertr-370	117	3	selection	selection	NOUN
ertr-370	117	4	step	step	NOUN
ertr-370	117	5	,	,	PUNCT
ertr-370	117	6	instead	instead	ADV
ertr-370	117	7	of	of	ADP
ertr-370	117	8	looking	look	VERB
ertr-370	117	9	at	at	ADP
ertr-370	117	10	the	the	DET
ertr-370	117	11	whole	whole	ADJ
ertr-370	117	12	review	review	NOUN
ertr-370	117	13	content	content	NOUN
ertr-370	117	14	,	,	PUNCT
ertr-370	117	15	only	only	ADV
ertr-370	117	16	noun	noun	NOUN
ertr-370	117	17	phrases	phrase	NOUN
ertr-370	117	18	are	be	AUX
ertr-370	117	19	selected	select	VERB
ertr-370	117	20	.	.	PUNCT
ertr-370	118	1	a	a	DET
ertr-370	118	2	noun	noun	NOUN
ertr-370	118	3	phrase	phrase	NOUN
ertr-370	118	4	is	be	AUX
ertr-370	118	5	a	a	DET
ertr-370	118	6	noun	noun	NOUN
ertr-370	118	7	and	and	CCONJ
ertr-370	118	8	additional	additional	ADJ
ertr-370	118	9	words	word	NOUN
ertr-370	118	10	in	in	ADP
ertr-370	118	11	the	the	DET
ertr-370	118	12	sentence	sentence	NOUN
ertr-370	118	13	that	that	PRON
ertr-370	118	14	modify	modify	VERB
ertr-370	118	15	it	it	PRON
ertr-370	118	16	.	.	PUNCT
ertr-370	119	1	words	word	NOUN
ertr-370	119	2	that	that	PRON
ertr-370	119	3	can	can	AUX
ertr-370	119	4	modify	modify	VERB
ertr-370	119	5	a	a	DET
ertr-370	119	6	noun	noun	NOUN
ertr-370	119	7	include	include	VERB
ertr-370	119	8	nouns	noun	NOUN
ertr-370	119	9	,	,	PUNCT
ertr-370	119	10	adjectives	adjective	NOUN
ertr-370	119	11	,	,	PUNCT
ertr-370	119	12	and	and	CCONJ
ertr-370	119	13	determiners	determiner	NOUN
ertr-370	119	14	(	(	PUNCT
ertr-370	119	15	i.e.	i.e.	X
ertr-370	119	16	,	,	PUNCT
ertr-370	119	17	the	the	DET
ertr-370	119	18	,	,	PUNCT
ertr-370	119	19	an	an	PROPN
ertr-370	119	20	,	,	PUNCT
ertr-370	119	21	a	a	PRON
ertr-370	119	22	,	,	PUNCT
ertr-370	119	23	etc	etc	X
ertr-370	119	24	.	.	X
ertr-370	119	25	)	)	PUNCT
ertr-370	119	26	.	.	PUNCT
ertr-370	120	1	in	in	ADP
ertr-370	120	2	this	this	DET
ertr-370	120	3	process	process	NOUN
ertr-370	120	4	,	,	PUNCT
ertr-370	120	5	every	every	DET
ertr-370	120	6	sentence	sentence	NOUN
ertr-370	120	7	is	be	AUX
ertr-370	120	8	converted	convert	VERB
ertr-370	120	9	to	to	ADP
ertr-370	120	10	one	one	NUM
ertr-370	120	11	or	or	CCONJ
ertr-370	120	12	more	more	ADJ
ertr-370	120	13	noun	noun	NOUN
ertr-370	120	14	phrase	phrase	NOUN
ertr-370	120	15	.	.	PUNCT
ertr-370	121	1	in	in	ADP
ertr-370	121	2	this	this	DET
ertr-370	121	3	step	step	NOUN
ertr-370	121	4	,	,	PUNCT
ertr-370	121	5	all	all	PRON
ertr-370	121	6	extracted	extract	VERB
ertr-370	121	7	nouns	noun	NOUN
ertr-370	121	8	and	and	CCONJ
ertr-370	121	9	adjectives	adjective	NOUN
ertr-370	121	10	that	that	PRON
ertr-370	121	11	are	be	AUX
ertr-370	121	12	part	part	NOUN
ertr-370	121	13	of	of	ADP
ertr-370	121	14	a	a	DET
ertr-370	121	15	noun	noun	NOUN
ertr-370	121	16	phrase	phrase	NOUN
ertr-370	121	17	are	be	AUX
ertr-370	121	18	considered	consider	VERB
ertr-370	121	19	to	to	PART
ertr-370	121	20	be	be	AUX
ertr-370	121	21	nodes	node	NOUN
ertr-370	121	22	of	of	ADP
ertr-370	121	23	the	the	DET
ertr-370	121	24	network	network	NOUN
ertr-370	121	25	.	.	PUNCT
ertr-370	122	1	in	in	ADP
ertr-370	122	2	the	the	DET
ertr-370	122	3	second	second	ADJ
ertr-370	122	4	step	step	NOUN
ertr-370	122	5	,	,	PUNCT
ertr-370	122	6	linking	link	VERB
ertr-370	122	7	,	,	PUNCT
ertr-370	122	8	any	any	DET
ertr-370	122	9	two	two	NUM
ertr-370	122	10	words	word	NOUN
ertr-370	122	11	of	of	ADP
ertr-370	122	12	a	a	DET
ertr-370	122	13	noun	noun	NOUN
ertr-370	122	14	phrase	phrase	NOUN
ertr-370	122	15	are	be	AUX
ertr-370	122	16	linked	link	VERB
ertr-370	122	17	with	with	ADP
ertr-370	122	18	an	an	DET
ertr-370	122	19	edge	edge	NOUN
ertr-370	122	20	.	.	PUNCT
ertr-370	123	1	the	the	DET
ertr-370	123	2	existence	existence	NOUN
ertr-370	123	3	of	of	ADP
ertr-370	123	4	the	the	DET
ertr-370	123	5	edge	edge	NOUN
ertr-370	123	6	shows	show	VERB
ertr-370	123	7	how	how	SCONJ
ertr-370	123	8	words	word	NOUN
ertr-370	123	9	are	be	AUX
ertr-370	123	10	connected	connect	VERB
ertr-370	123	11	in	in	ADP
ertr-370	123	12	the	the	DET
ertr-370	123	13	review	review	NOUN
ertr-370	123	14	content	content	NOUN
ertr-370	123	15	.	.	PUNCT
ertr-370	124	1	in	in	ADP
ertr-370	124	2	the	the	DET
ertr-370	124	3	third	third	ADJ
ertr-370	124	4	step	step	NOUN
ertr-370	124	5	,	,	PUNCT
ertr-370	124	6	indexing	indexing	NOUN
ertr-370	124	7	,	,	PUNCT
ertr-370	124	8	all	all	DET
ertr-370	124	9	nodes	node	NOUN
ertr-370	124	10	(	(	PUNCT
ertr-370	124	11	i.e.	i.e.	X
ertr-370	124	12	,	,	PUNCT
ertr-370	124	13	words	word	NOUN
ertr-370	124	14	in	in	ADP
ertr-370	124	15	the	the	DET
ertr-370	124	16	noun	noun	NOUN
ertr-370	124	17	phrase	phrase	NOUN
ertr-370	124	18	)	)	PUNCT
ertr-370	124	19	are	be	AUX
ertr-370	124	20	indexed	index	VERB
ertr-370	124	21	based	base	VERB
ertr-370	124	22	on	on	ADP
ertr-370	124	23	the	the	DET
ertr-370	124	24	betweenness	betweenness	NOUN
ertr-370	124	25	centrality	centrality	NOUN
ertr-370	124	26	.	.	PUNCT
ertr-370	125	1	betweenness	betweenness	ADJ
ertr-370	125	2	centrality	centrality	NOUN
ertr-370	125	3	of	of	ADP
ertr-370	125	4	node	node	ADJ
ertr-370	125	5	𝑣	𝑣	PROPN
ertr-370	125	6	(	(	PUNCT
ertr-370	125	7	∑	∑	PROPN
ertr-370	125	8	𝜎𝑢𝑤(𝑣	𝜎𝑢𝑤(𝑣	NOUN
ertr-370	125	9	)	)	PUNCT
ertr-370	125	10	𝜎𝑢𝑤	𝜎𝑢𝑤	ADJ
ertr-370	125	11	𝑢≠𝑣≠𝑤	𝑢≠𝑣≠𝑤	PUNCT
ertr-370	125	12	)	)	PUNCT
ertr-370	125	13	measures	measure	NOUN
ertr-370	125	14	the	the	DET
ertr-370	125	15	extent	extent	NOUN
ertr-370	125	16	to	to	PART
ertr-370	125	17	which	which	PRON
ertr-370	125	18	a	a	DET
ertr-370	125	19	node	node	NOUN
ertr-370	125	20	lies	lie	VERB
ertr-370	125	21	on	on	ADP
ertr-370	125	22	paths	path	NOUN
ertr-370	125	23	between	between	ADP
ertr-370	125	24	other	other	ADJ
ertr-370	125	25	nodes	node	NOUN
ertr-370	125	26	.	.	PUNCT
ertr-370	126	1	𝜎𝑢𝑤	𝜎𝑢𝑤	PROPN
ertr-370	126	2	denotes	denote	NOUN
ertr-370	126	3	the	the	DET
ertr-370	126	4	total	total	ADJ
ertr-370	126	5	number	number	NOUN
ertr-370	126	6	of	of	ADP
ertr-370	126	7	shortest	short	ADJ
ertr-370	126	8	paths	path	NOUN
ertr-370	126	9	from	from	ADP
ertr-370	126	10	node	node	PROPN
ertr-370	126	11	𝑢	𝑢	NOUN
ertr-370	126	12	to	to	PART
ertr-370	126	13	node	node	VERB
ertr-370	126	14	𝑤	𝑤	ADP
ertr-370	126	15	,	,	PUNCT
ertr-370	126	16	and	and	CCONJ
ertr-370	126	17	𝜎𝑢𝑤(𝑣	𝜎𝑢𝑤(𝑣	X
ertr-370	126	18	)	)	PUNCT
ertr-370	126	19	denotes	denote	VERB
ertr-370	126	20	the	the	DET
ertr-370	126	21	number	number	NOUN
ertr-370	126	22	of	of	ADP
ertr-370	126	23	those	those	DET
ertr-370	126	24	paths	path	NOUN
ertr-370	126	25	that	that	PRON
ertr-370	126	26	pass	pass	VERB
ertr-370	126	27	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	126	28	e	e	NOUN
ertr-370	126	29	-	-	NOUN
ertr-370	126	30	review	review	NOUN
ertr-370	126	31	of	of	ADP
ertr-370	126	32	tourism	tourism	NOUN
ertr-370	126	33	research	research	NOUN
ertr-370	126	34	(	(	PUNCT
ertr-370	126	35	ertr	ertr	NOUN
ertr-370	126	36	)	)	PUNCT
ertr-370	126	37	,	,	PUNCT
ertr-370	126	38	vol	vol	NOUN
ertr-370	126	39	.	.	PROPN
ertr-370	127	1	16	16	NUM
ertr-370	127	2	,	,	PUNCT
ertr-370	127	3	no	no	INTJ
ertr-370	127	4	.	.	NOUN
ertr-370	127	5	4	4	NUM
ertr-370	127	6	,	,	PUNCT
ertr-370	127	7	2019	2019	NUM
ertr-370	127	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	127	9	257	257	NUM
ertr-370	127	10	through	through	ADP
ertr-370	127	11	𝑣.	𝑣.	NOUN
ertr-370	127	12	to	to	PART
ertr-370	127	13	normalize	normalize	VERB
ertr-370	127	14	the	the	DET
ertr-370	127	15	index	index	NOUN
ertr-370	127	16	,	,	PUNCT
ertr-370	127	17	the	the	DET
ertr-370	127	18	betweenness	betweenness	NOUN
ertr-370	127	19	centrality	centrality	NOUN
ertr-370	127	20	is	be	AUX
ertr-370	127	21	divided	divide	VERB
ertr-370	127	22	by	by	ADP
ertr-370	127	23	(	(	PUNCT
ertr-370	127	24	𝑁−1)(𝑁−2	𝑁−1)(𝑁−2	NOUN
ertr-370	127	25	)	)	PUNCT
ertr-370	127	26	2	2	NUM
ertr-370	127	27	where	where	SCONJ
ertr-370	127	28	𝑁	𝑁	PROPN
ertr-370	127	29	is	be	AUX
ertr-370	127	30	the	the	DET
ertr-370	127	31	number	number	NOUN
ertr-370	127	32	of	of	ADP
ertr-370	127	33	nodes	node	NOUN
ertr-370	127	34	.	.	PUNCT
ertr-370	128	1	high	high	ADJ
ertr-370	128	2	betweenness	betweenness	ADJ
ertr-370	128	3	centrality	centrality	NOUN
ertr-370	128	4	of	of	ADP
ertr-370	128	5	the	the	DET
ertr-370	128	6	word	word	NOUN
ertr-370	128	7	shows	show	VERB
ertr-370	128	8	that	that	SCONJ
ertr-370	128	9	it	it	PRON
ertr-370	128	10	has	have	AUX
ertr-370	128	11	been	be	AUX
ertr-370	128	12	the	the	DET
ertr-370	128	13	main	main	ADJ
ertr-370	128	14	concern	concern	NOUN
ertr-370	128	15	in	in	ADP
ertr-370	128	16	backpackers	backpacker	NOUN
ertr-370	128	17	'	'	PART
ertr-370	128	18	reviews	review	NOUN
ertr-370	128	19	,	,	PUNCT
ertr-370	128	20	and	and	CCONJ
ertr-370	128	21	has	have	AUX
ertr-370	128	22	been	be	AUX
ertr-370	128	23	repeated	repeat	VERB
ertr-370	128	24	in	in	ADP
ertr-370	128	25	many	many	ADJ
ertr-370	128	26	different	different	ADJ
ertr-370	128	27	noun	noun	NOUN
ertr-370	128	28	phrases	phrase	VERB
ertr-370	128	29	.	.	PUNCT
ertr-370	129	1	before	before	ADP
ertr-370	129	2	applying	apply	VERB
ertr-370	129	3	cra	cra	NOUN
ertr-370	129	4	,	,	PUNCT
ertr-370	129	5	reviews	review	NOUN
ertr-370	129	6	in	in	ADP
ertr-370	129	7	other	other	ADJ
ertr-370	129	8	languages	language	NOUN
ertr-370	129	9	except	except	SCONJ
ertr-370	129	10	english	english	PROPN
ertr-370	129	11	are	be	AUX
ertr-370	129	12	removed	remove	VERB
ertr-370	129	13	.	.	PUNCT
ertr-370	130	1	in	in	ADP
ertr-370	130	2	total	total	ADJ
ertr-370	130	3	171,273	171,273	NUM
ertr-370	130	4	reviews	review	NOUN
ertr-370	130	5	are	be	AUX
ertr-370	130	6	included	include	VERB
ertr-370	130	7	in	in	ADP
ertr-370	130	8	the	the	DET
ertr-370	130	9	analysis	analysis	NOUN
ertr-370	130	10	.	.	PUNCT
ertr-370	131	1	in	in	ADP
ertr-370	131	2	all	all	DET
ertr-370	131	3	analysis	analysis	NOUN
ertr-370	131	4	also	also	ADV
ertr-370	131	5	stem	stem	VERB
ertr-370	131	6	of	of	ADP
ertr-370	131	7	a	a	DET
ertr-370	131	8	word	word	NOUN
ertr-370	131	9	is	be	AUX
ertr-370	131	10	considered	consider	VERB
ertr-370	131	11	.	.	PUNCT
ertr-370	132	1	the	the	DET
ertr-370	132	2	idea	idea	NOUN
ertr-370	132	3	of	of	ADP
ertr-370	132	4	a	a	DET
ertr-370	132	5	stemming	stem	VERB
ertr-370	132	6	works	work	NOUN
ertr-370	132	7	as	as	ADP
ertr-370	132	8	a	a	DET
ertr-370	132	9	normalizing	normalizing	ADJ
ertr-370	132	10	method	method	NOUN
ertr-370	132	11	.	.	PUNCT
ertr-370	133	1	the	the	DET
ertr-370	133	2	idea	idea	NOUN
ertr-370	133	3	is	be	AUX
ertr-370	133	4	that	that	SCONJ
ertr-370	133	5	all	all	DET
ertr-370	133	6	words	word	NOUN
ertr-370	133	7	with	with	ADP
ertr-370	133	8	the	the	DET
ertr-370	133	9	same	same	ADJ
ertr-370	133	10	stem	stem	NOUN
ertr-370	133	11	convey	convey	VERB
ertr-370	133	12	the	the	DET
ertr-370	133	13	same	same	ADJ
ertr-370	133	14	meaning	meaning	NOUN
ertr-370	133	15	and	and	CCONJ
ertr-370	133	16	therefore	therefore	ADV
ertr-370	133	17	all	all	PRON
ertr-370	133	18	are	be	AUX
ertr-370	133	19	converted	convert	VERB
ertr-370	133	20	to	to	ADP
ertr-370	133	21	their	their	PRON
ertr-370	133	22	stem	stem	NOUN
ertr-370	133	23	.	.	PUNCT
ertr-370	134	1	as	as	ADP
ertr-370	134	2	an	an	DET
ertr-370	134	3	example	example	NOUN
ertr-370	134	4	,	,	PUNCT
ertr-370	134	5	consider	consider	VERB
ertr-370	134	6	these	these	DET
ertr-370	134	7	two	two	NUM
ertr-370	134	8	reviews	review	NOUN
ertr-370	134	9	:	:	PUNCT
ertr-370	134	10	'	'	PUNCT
ertr-370	134	11	some	some	DET
ertr-370	134	12	staff	staff	NOUN
ertr-370	134	13	were	be	AUX
ertr-370	134	14	stealing	steal	VERB
ertr-370	134	15	from	from	ADP
ertr-370	134	16	guests	guest	NOUN
ertr-370	134	17	.	.	PUNCT
ertr-370	134	18	'	'	PUNCT
ertr-370	135	1	and	and	CCONJ
ertr-370	135	2	'	'	PUNCT
ertr-370	135	3	excellent	excellent	ADJ
ertr-370	135	4	staff	staff	NOUN
ertr-370	135	5	and	and	CCONJ
ertr-370	135	6	safe	safe	ADJ
ertr-370	135	7	place	place	NOUN
ertr-370	135	8	to	to	PART
ertr-370	135	9	stay	stay	VERB
ertr-370	135	10	.	.	PUNCT
ertr-370	135	11	'	'	PUNCT
ertr-370	135	12	.	.	PUNCT
ertr-370	136	1	in	in	ADP
ertr-370	136	2	the	the	DET
ertr-370	136	3	first	first	ADJ
ertr-370	136	4	review	review	NOUN
ertr-370	136	5	the	the	DET
ertr-370	136	6	words	word	NOUN
ertr-370	136	7	staff	staff	NOUN
ertr-370	136	8	and	and	CCONJ
ertr-370	136	9	guest	guest	NOUN
ertr-370	136	10	,	,	PUNCT
ertr-370	136	11	and	and	CCONJ
ertr-370	136	12	in	in	ADP
ertr-370	136	13	the	the	DET
ertr-370	136	14	second	second	ADJ
ertr-370	136	15	review	review	NOUN
ertr-370	136	16	excellent	excellent	ADJ
ertr-370	136	17	,	,	PUNCT
ertr-370	136	18	staff	staff	NOUN
ertr-370	136	19	,	,	PUNCT
ertr-370	136	20	safe	safe	ADJ
ertr-370	136	21	,	,	PUNCT
ertr-370	136	22	and	and	CCONJ
ertr-370	136	23	place	place	NOUN
ertr-370	136	24	are	be	AUX
ertr-370	136	25	the	the	DET
ertr-370	136	26	adjectives	adjective	NOUN
ertr-370	136	27	and	and	CCONJ
ertr-370	136	28	nouns	noun	NOUN
ertr-370	136	29	.	.	PUNCT
ertr-370	137	1	in	in	ADP
ertr-370	137	2	the	the	DET
ertr-370	137	3	selection	selection	NOUN
ertr-370	137	4	step	step	NOUN
ertr-370	137	5	of	of	ADP
ertr-370	137	6	cra	cra	PROPN
ertr-370	137	7	,	,	PUNCT
ertr-370	137	8	all	all	DET
ertr-370	137	9	nouns	noun	NOUN
ertr-370	137	10	and	and	CCONJ
ertr-370	137	11	adjectives	adjective	NOUN
ertr-370	137	12	are	be	AUX
ertr-370	137	13	considered	consider	VERB
ertr-370	137	14	as	as	ADP
ertr-370	137	15	a	a	DET
ertr-370	137	16	node	node	NOUN
ertr-370	137	17	of	of	ADP
ertr-370	137	18	the	the	DET
ertr-370	137	19	network	network	NOUN
ertr-370	137	20	.	.	PUNCT
ertr-370	138	1	in	in	ADP
ertr-370	138	2	the	the	DET
ertr-370	138	3	second	second	ADJ
ertr-370	138	4	step	step	NOUN
ertr-370	138	5	of	of	ADP
ertr-370	138	6	cra	cra	PROPN
ertr-370	138	7	,	,	PUNCT
ertr-370	138	8	linking	link	VERB
ertr-370	138	9	,	,	PUNCT
ertr-370	138	10	an	an	DET
ertr-370	138	11	edge	edge	NOUN
ertr-370	138	12	is	be	AUX
ertr-370	138	13	considered	consider	VERB
ertr-370	138	14	between	between	ADP
ertr-370	138	15	any	any	DET
ertr-370	138	16	two	two	NUM
ertr-370	138	17	words	word	NOUN
ertr-370	138	18	selected	select	VERB
ertr-370	138	19	from	from	ADP
ertr-370	138	20	each	each	DET
ertr-370	138	21	review	review	NOUN
ertr-370	138	22	.	.	PUNCT
ertr-370	139	1	therefore	therefore	ADV
ertr-370	139	2	,	,	PUNCT
ertr-370	139	3	the	the	DET
ertr-370	139	4	edges	edge	NOUN
ertr-370	139	5	are	be	AUX
ertr-370	139	6	:	:	PUNCT
ertr-370	139	7	(	(	PUNCT
ertr-370	139	8	staff	staff	NOUN
ertr-370	139	9	,	,	PUNCT
ertr-370	139	10	guests	guest	NOUN
ertr-370	139	11	)	)	PUNCT
ertr-370	139	12	,	,	PUNCT
ertr-370	139	13	(	(	PUNCT
ertr-370	139	14	excellent	excellent	ADJ
ertr-370	139	15	,	,	PUNCT
ertr-370	139	16	staff	staff	NOUN
ertr-370	139	17	)	)	PUNCT
ertr-370	139	18	,	,	PUNCT
ertr-370	139	19	(	(	PUNCT
ertr-370	139	20	excellent	excellent	ADJ
ertr-370	139	21	,	,	PUNCT
ertr-370	139	22	safe	safe	ADJ
ertr-370	139	23	)	)	PUNCT
ertr-370	139	24	,	,	PUNCT
ertr-370	139	25	(	(	PUNCT
ertr-370	139	26	excellent	excellent	ADJ
ertr-370	139	27	,	,	PUNCT
ertr-370	139	28	place	place	NOUN
ertr-370	139	29	)	)	PUNCT
ertr-370	139	30	,	,	PUNCT
ertr-370	139	31	(	(	PUNCT
ertr-370	139	32	staff	staff	NOUN
ertr-370	139	33	,	,	PUNCT
ertr-370	139	34	safe	safe	ADJ
ertr-370	139	35	)	)	PUNCT
ertr-370	139	36	,	,	PUNCT
ertr-370	139	37	(	(	PUNCT
ertr-370	139	38	staff	staff	NOUN
ertr-370	139	39	,	,	PUNCT
ertr-370	139	40	place	place	NOUN
ertr-370	139	41	)	)	PUNCT
ertr-370	139	42	,	,	PUNCT
ertr-370	139	43	and	and	CCONJ
ertr-370	139	44	(	(	PUNCT
ertr-370	139	45	safe	safe	ADJ
ertr-370	139	46	,	,	PUNCT
ertr-370	139	47	place	place	NOUN
ertr-370	139	48	)	)	PUNCT
ertr-370	139	49	where	where	SCONJ
ertr-370	139	50	each	each	PRON
ertr-370	139	51	(	(	PUNCT
ertr-370	139	52	𝑢	𝑢	X
ertr-370	139	53	,	,	PUNCT
ertr-370	139	54	𝑤	𝑤	PART
ertr-370	139	55	)	)	PUNCT
ertr-370	139	56	denote	denote	VERB
ertr-370	139	57	an	an	DET
ertr-370	139	58	edge	edge	NOUN
ertr-370	139	59	between	between	ADP
ertr-370	139	60	node	node	PROPN
ertr-370	139	61	𝑢	𝑢	PROPN
ertr-370	139	62	and	and	CCONJ
ertr-370	139	63	node	node	ADJ
ertr-370	139	64	𝑤.	𝑤.	NOUN
ertr-370	139	65	in	in	ADP
ertr-370	139	66	the	the	DET
ertr-370	139	67	third	third	ADJ
ertr-370	139	68	step	step	NOUN
ertr-370	139	69	,	,	PUNCT
ertr-370	139	70	indexing	indexing	NOUN
ertr-370	139	71	,	,	PUNCT
ertr-370	139	72	using	use	VERB
ertr-370	139	73	betweenness	betweenness	ADJ
ertr-370	139	74	centrality	centrality	NOUN
ertr-370	139	75	,	,	PUNCT
ertr-370	139	76	nodes	node	NOUN
ertr-370	139	77	’	'	PUNCT
ertr-370	139	78	indexes	index	NOUN
ertr-370	139	79	of	of	ADP
ertr-370	139	80	staff	staff	NOUN
ertr-370	139	81	,	,	PUNCT
ertr-370	139	82	the	the	DET
ertr-370	139	83	words	word	NOUN
ertr-370	139	84	guests	guest	NOUN
ertr-370	139	85	,	,	PUNCT
ertr-370	139	86	excellent	excellent	ADJ
ertr-370	139	87	,	,	PUNCT
ertr-370	139	88	safe	safe	ADJ
ertr-370	139	89	and	and	CCONJ
ertr-370	139	90	place	place	NOUN
ertr-370	139	91	are	be	AUX
ertr-370	139	92	calculated	calculate	VERB
ertr-370	139	93	as	as	ADP
ertr-370	139	94	0.5	0.5	NUM
ertr-370	139	95	,	,	PUNCT
ertr-370	139	96	0.0	0.0	NUM
ertr-370	139	97	,	,	PUNCT
ertr-370	139	98	0.0	0.0	NUM
ertr-370	139	99	,	,	PUNCT
ertr-370	139	100	0.0	0.0	NUM
ertr-370	139	101	,	,	PUNCT
ertr-370	139	102	and	and	CCONJ
ertr-370	139	103	0.0	0.0	NUM
ertr-370	139	104	,	,	PUNCT
ertr-370	139	105	respectively	respectively	ADV
ertr-370	139	106	.	.	PUNCT
ertr-370	140	1	staff	staff	NOUN
ertr-370	140	2	has	have	VERB
ertr-370	140	3	the	the	DET
ertr-370	140	4	highest	high	ADJ
ertr-370	140	5	betweenness	betweenness	NOUN
ertr-370	140	6	centrality	centrality	NOUN
ertr-370	140	7	and	and	CCONJ
ertr-370	140	8	therefore	therefore	ADV
ertr-370	140	9	is	be	AUX
ertr-370	140	10	selected	select	VERB
ertr-370	140	11	as	as	ADP
ertr-370	140	12	the	the	DET
ertr-370	140	13	most	most	ADV
ertr-370	140	14	important	important	ADJ
ertr-370	140	15	feature	feature	NOUN
ertr-370	140	16	talked	talk	VERB
ertr-370	140	17	about	about	ADP
ertr-370	140	18	in	in	ADP
ertr-370	140	19	the	the	DET
ertr-370	140	20	two	two	NUM
ertr-370	140	21	reviews	review	NOUN
ertr-370	140	22	.	.	PUNCT
ertr-370	141	1	to	to	PART
ertr-370	141	2	analyze	analyze	VERB
ertr-370	141	3	the	the	DET
ertr-370	141	4	sentiment	sentiment	NOUN
ertr-370	141	5	of	of	ADP
ertr-370	141	6	guest	guest	NOUN
ertr-370	141	7	reviews	review	NOUN
ertr-370	141	8	,	,	PUNCT
ertr-370	141	9	naive	naive	ADJ
ertr-370	141	10	bayes	bayes	NOUN
ertr-370	141	11	classifier	classifier	NOUN
ertr-370	141	12	is	be	AUX
ertr-370	141	13	used	use	VERB
ertr-370	141	14	to	to	PART
ertr-370	141	15	organize	organize	VERB
ertr-370	141	16	the	the	DET
ertr-370	141	17	message	message	NOUN
ertr-370	141	18	conveyed	convey	VERB
ertr-370	141	19	through	through	ADP
ertr-370	141	20	the	the	DET
ertr-370	141	21	review	review	NOUN
ertr-370	141	22	content	content	NOUN
ertr-370	141	23	.	.	PUNCT
ertr-370	142	1	sentiment	sentiment	NOUN
ertr-370	142	2	analysis	analysis	NOUN
ertr-370	142	3	is	be	AUX
ertr-370	142	4	widely	widely	ADV
ertr-370	142	5	used	use	VERB
ertr-370	142	6	to	to	PART
ertr-370	142	7	analyze	analyze	VERB
ertr-370	142	8	online	online	ADJ
ertr-370	142	9	reviews	review	NOUN
ertr-370	142	10	(	(	PUNCT
ertr-370	142	11	pang	pang	NOUN
ertr-370	142	12	&	&	CCONJ
ertr-370	142	13	lee	lee	PROPN
ertr-370	142	14	,	,	PUNCT
ertr-370	142	15	2005	2005	NUM
ertr-370	142	16	;	;	PUNCT
ertr-370	142	17	pang	pang	NOUN
ertr-370	142	18	,	,	PUNCT
ertr-370	142	19	lee	lee	PROPN
ertr-370	142	20	,	,	PUNCT
ertr-370	142	21	&	&	CCONJ
ertr-370	142	22	others	other	NOUN
ertr-370	142	23	,	,	PUNCT
ertr-370	142	24	2008	2008	NUM
ertr-370	142	25	;	;	PUNCT
ertr-370	142	26	prabowo	prabowo	PROPN
ertr-370	142	27	&	&	CCONJ
ertr-370	142	28	thelwall	thelwall	PROPN
ertr-370	142	29	,	,	PUNCT
ertr-370	142	30	2009	2009	NUM
ertr-370	142	31	;	;	PUNCT
ertr-370	142	32	shokoohyar	shokoohyar	PROPN
ertr-370	142	33	,	,	PUNCT
ertr-370	142	34	2018	2018	NUM
ertr-370	142	35	;	;	PUNCT
ertr-370	142	36	ye	ye	PRON
ertr-370	142	37	,	,	PUNCT
ertr-370	142	38	zhang	zhang	PROPN
ertr-370	142	39	,	,	PUNCT
ertr-370	142	40	&	&	CCONJ
ertr-370	142	41	law	law	NOUN
ertr-370	142	42	,	,	PUNCT
ertr-370	142	43	2009	2009	NUM
ertr-370	142	44	;	;	PUNCT
ertr-370	142	45	yu	yu	PROPN
ertr-370	142	46	,	,	PUNCT
ertr-370	142	47	liu	liu	PROPN
ertr-370	142	48	,	,	PUNCT
ertr-370	142	49	huang	huang	PROPN
ertr-370	142	50	,	,	PUNCT
ertr-370	142	51	&	&	CCONJ
ertr-370	142	52	an	an	PRON
ertr-370	142	53	,	,	PUNCT
ertr-370	142	54	2012	2012	NUM
ertr-370	142	55	)	)	PUNCT
ertr-370	142	56	.	.	PUNCT
ertr-370	143	1	naive	naive	ADJ
ertr-370	143	2	bayes	bayes	NOUN
ertr-370	143	3	classifier	classifier	NOUN
ertr-370	143	4	is	be	AUX
ertr-370	143	5	a	a	DET
ertr-370	143	6	popular	popular	ADJ
ertr-370	143	7	and	and	CCONJ
ertr-370	143	8	simple	simple	ADJ
ertr-370	143	9	machine	machine	NOUN
ertr-370	143	10	learning	learning	NOUN
ertr-370	143	11	method	method	NOUN
ertr-370	143	12	for	for	ADP
ertr-370	143	13	text	text	NOUN
ertr-370	143	14	classification	classification	NOUN
ertr-370	143	15	and	and	CCONJ
ertr-370	143	16	performs	perform	VERB
ertr-370	143	17	well	well	ADV
ertr-370	143	18	in	in	ADP
ertr-370	143	19	many	many	ADJ
ertr-370	143	20	domains	domain	NOUN
ertr-370	143	21	(	(	PUNCT
ertr-370	143	22	domingos	domingos	PROPN
ertr-370	143	23	&	&	CCONJ
ertr-370	143	24	pazzani	pazzani	PROPN
ertr-370	143	25	,	,	PUNCT
ertr-370	143	26	1997	1997	NUM
ertr-370	143	27	;	;	PUNCT
ertr-370	143	28	go	go	VERB
ertr-370	143	29	,	,	PUNCT
ertr-370	143	30	bhayani	bhayani	PROPN
ertr-370	143	31	,	,	PUNCT
ertr-370	143	32	&	&	CCONJ
ertr-370	143	33	huang	huang	PROPN
ertr-370	143	34	,	,	PUNCT
ertr-370	143	35	2009	2009	NUM
ertr-370	143	36	)	)	PUNCT
ertr-370	143	37	.	.	PUNCT
ertr-370	144	1	for	for	ADP
ertr-370	144	2	a	a	DET
ertr-370	144	3	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	144	4	e	e	NOUN
ertr-370	144	5	-	-	NOUN
ertr-370	144	6	review	review	NOUN
ertr-370	144	7	of	of	ADP
ertr-370	144	8	tourism	tourism	NOUN
ertr-370	144	9	research	research	NOUN
ertr-370	144	10	(	(	PUNCT
ertr-370	144	11	ertr	ertr	NOUN
ertr-370	144	12	)	)	PUNCT
ertr-370	144	13	,	,	PUNCT
ertr-370	144	14	vol	vol	NOUN
ertr-370	144	15	.	.	PROPN
ertr-370	145	1	16	16	NUM
ertr-370	145	2	,	,	PUNCT
ertr-370	145	3	no	no	INTJ
ertr-370	145	4	.	.	NOUN
ertr-370	145	5	4	4	NUM
ertr-370	145	6	,	,	PUNCT
ertr-370	145	7	2019	2019	NUM
ertr-370	146	1	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	146	2	258	258	NUM
ertr-370	146	3	literature	literature	NOUN
ertr-370	146	4	review	review	NOUN
ertr-370	146	5	on	on	ADP
ertr-370	146	6	opinion	opinion	NOUN
ertr-370	146	7	mining	mining	NOUN
ertr-370	146	8	and	and	CCONJ
ertr-370	146	9	sentiment	sentiment	NOUN
ertr-370	146	10	analysis	analysis	NOUN
ertr-370	146	11	approaches	approach	NOUN
ertr-370	146	12	,	,	PUNCT
ertr-370	146	13	the	the	DET
ertr-370	146	14	readers	reader	NOUN
ertr-370	146	15	are	be	AUX
ertr-370	146	16	referred	refer	VERB
ertr-370	146	17	to	to	ADP
ertr-370	146	18	(	(	PUNCT
ertr-370	146	19	liu	liu	PROPN
ertr-370	146	20	&	&	CCONJ
ertr-370	146	21	zhang	zhang	PROPN
ertr-370	146	22	,	,	PUNCT
ertr-370	146	23	2012	2012	NUM
ertr-370	146	24	;	;	PUNCT
ertr-370	146	25	vinodhini	vinodhini	PROPN
ertr-370	146	26	&	&	CCONJ
ertr-370	146	27	chandrasekaran	chandrasekaran	ADJ
ertr-370	146	28	,	,	PUNCT
ertr-370	146	29	2012	2012	NUM
ertr-370	146	30	)	)	PUNCT
ertr-370	146	31	.	.	PUNCT
ertr-370	147	1	in	in	ADP
ertr-370	147	2	the	the	DET
ertr-370	147	3	naïve	naïve	ADJ
ertr-370	147	4	bayes	bayes	NOUN
ertr-370	147	5	classification	classification	NOUN
ertr-370	147	6	approach	approach	NOUN
ertr-370	147	7	,	,	PUNCT
ertr-370	147	8	the	the	DET
ertr-370	147	9	review	review	NOUN
ertr-370	147	10	is	be	AUX
ertr-370	147	11	considered	consider	VERB
ertr-370	147	12	as	as	ADP
ertr-370	147	13	a	a	DET
ertr-370	147	14	bag	bag	NOUN
ertr-370	147	15	-	-	PUNCT
ertr-370	147	16	of	of	ADP
ertr-370	147	17	-	-	PUNCT
ertr-370	147	18	words	word	NOUN
ertr-370	147	19	.	.	PUNCT
ertr-370	148	1	each	each	DET
ertr-370	148	2	word	word	NOUN
ertr-370	148	3	in	in	ADP
ertr-370	148	4	a	a	DET
ertr-370	148	5	review	review	NOUN
ertr-370	148	6	are	be	AUX
ertr-370	148	7	included	include	VERB
ertr-370	148	8	in	in	ADP
ertr-370	148	9	the	the	DET
ertr-370	148	10	bag	bag	NOUN
ertr-370	148	11	-	-	PUNCT
ertr-370	148	12	of	of	ADP
ertr-370	148	13	-	-	PUNCT
ertr-370	148	14	words	word	NOUN
ertr-370	148	15	;	;	PUNCT
ertr-370	148	16	words	word	NOUN
ertr-370	148	17	are	be	AUX
ertr-370	148	18	unordered	unordered	ADJ
ertr-370	148	19	,	,	PUNCT
ertr-370	148	20	and	and	CCONJ
ertr-370	148	21	their	their	PRON
ertr-370	148	22	position	position	NOUN
ertr-370	148	23	in	in	ADP
ertr-370	148	24	the	the	DET
ertr-370	148	25	document	document	NOUN
ertr-370	148	26	is	be	AUX
ertr-370	148	27	ignored	ignore	VERB
ertr-370	148	28	.	.	PUNCT
ertr-370	149	1	in	in	ADP
ertr-370	149	2	this	this	DET
ertr-370	149	3	method	method	NOUN
ertr-370	149	4	,	,	PUNCT
ertr-370	149	5	only	only	ADV
ertr-370	149	6	the	the	DET
ertr-370	149	7	words	word	NOUN
ertr-370	149	8	'	'	PART
ertr-370	149	9	frequency	frequency	NOUN
ertr-370	149	10	is	be	AUX
ertr-370	149	11	used	use	VERB
ertr-370	149	12	for	for	ADP
ertr-370	149	13	analysis	analysis	NOUN
ertr-370	149	14	.	.	PUNCT
ertr-370	150	1	reviews	review	NOUN
ertr-370	150	2	are	be	AUX
ertr-370	150	3	labeled	label	VERB
ertr-370	150	4	based	base	VERB
ertr-370	150	5	on	on	ADP
ertr-370	150	6	security	security	NOUN
ertr-370	150	7	rating	rating	NOUN
ertr-370	150	8	;	;	PUNCT
ertr-370	150	9	reviews	review	NOUN
ertr-370	150	10	with	with	ADP
ertr-370	150	11	0	0	NUM
ertr-370	150	12	to	to	PART
ertr-370	150	13	5	5	NUM
ertr-370	150	14	stars	star	NOUN
ertr-370	150	15	are	be	AUX
ertr-370	150	16	labeled	label	VERB
ertr-370	150	17	as	as	ADP
ertr-370	150	18	negative	negative	ADJ
ertr-370	150	19	reviews	review	NOUN
ertr-370	150	20	,	,	PUNCT
ertr-370	150	21	6	6	NUM
ertr-370	150	22	stars	star	NOUN
ertr-370	150	23	are	be	AUX
ertr-370	150	24	labeled	label	VERB
ertr-370	150	25	as	as	ADP
ertr-370	150	26	neutral	neutral	ADJ
ertr-370	150	27	,	,	PUNCT
ertr-370	150	28	and	and	CCONJ
ertr-370	150	29	7	7	NUM
ertr-370	150	30	to	to	PART
ertr-370	150	31	10	10	NUM
ertr-370	150	32	star	star	NOUN
ertr-370	150	33	reviews	review	NOUN
ertr-370	150	34	are	be	AUX
ertr-370	150	35	labeled	label	VERB
ertr-370	150	36	as	as	ADP
ertr-370	150	37	positive	positive	ADJ
ertr-370	150	38	reviews	review	NOUN
ertr-370	150	39	.	.	PUNCT
ertr-370	151	1	in	in	ADP
ertr-370	151	2	the	the	DET
ertr-370	151	3	analysis	analysis	NOUN
ertr-370	151	4	,	,	PUNCT
ertr-370	151	5	90	90	NUM
ertr-370	151	6	%	%	NOUN
ertr-370	151	7	of	of	ADP
ertr-370	151	8	the	the	DET
ertr-370	151	9	reviews	review	NOUN
ertr-370	151	10	are	be	AUX
ertr-370	151	11	considered	consider	VERB
ertr-370	151	12	for	for	ADP
ertr-370	151	13	training	training	NOUN
ertr-370	151	14	,	,	PUNCT
ertr-370	151	15	and	and	CCONJ
ertr-370	151	16	remaining	remain	VERB
ertr-370	151	17	for	for	ADP
ertr-370	151	18	testing	test	VERB
ertr-370	151	19	the	the	DET
ertr-370	151	20	classifier	classifier	NOUN
ertr-370	151	21	.	.	PUNCT
ertr-370	152	1	the	the	DET
ertr-370	152	2	naïve	naïve	ADJ
ertr-370	152	3	bayes	bayes	PROPN
ertr-370	152	4	classifier	classifier	PROPN
ertr-370	152	5	uses	use	VERB
ertr-370	152	6	the	the	DET
ertr-370	152	7	training	training	NOUN
ertr-370	152	8	review	review	NOUN
ertr-370	152	9	set	set	VERB
ertr-370	152	10	to	to	PART
ertr-370	152	11	extract	extract	VERB
ertr-370	152	12	important	important	ADJ
ertr-370	152	13	features	feature	NOUN
ertr-370	152	14	that	that	PRON
ertr-370	152	15	are	be	AUX
ertr-370	152	16	related	relate	VERB
ertr-370	152	17	to	to	ADP
ertr-370	152	18	each	each	DET
ertr-370	152	19	class	class	NOUN
ertr-370	152	20	and	and	CCONJ
ertr-370	152	21	uses	use	VERB
ertr-370	152	22	these	these	DET
ertr-370	152	23	features	feature	NOUN
ertr-370	152	24	to	to	PART
ertr-370	152	25	predict	predict	VERB
ertr-370	152	26	the	the	DET
ertr-370	152	27	class	class	NOUN
ertr-370	152	28	of	of	ADP
ertr-370	152	29	given	give	VERB
ertr-370	152	30	reviews	review	NOUN
ertr-370	152	31	from	from	ADP
ertr-370	152	32	the	the	DET
ertr-370	152	33	test	test	NOUN
ertr-370	152	34	set	set	NOUN
ertr-370	152	35	.	.	PUNCT
ertr-370	153	1	then	then	ADV
ertr-370	153	2	the	the	DET
ertr-370	153	3	test	test	NOUN
ertr-370	153	4	set	set	NOUN
ertr-370	153	5	is	be	AUX
ertr-370	153	6	used	use	VERB
ertr-370	153	7	to	to	PART
ertr-370	153	8	measure	measure	VERB
ertr-370	153	9	the	the	DET
ertr-370	153	10	accuracy	accuracy	NOUN
ertr-370	153	11	of	of	ADP
ertr-370	153	12	the	the	DET
ertr-370	153	13	classifier	classifier	NOUN
ertr-370	153	14	.	.	PUNCT
ertr-370	154	1	in	in	ADP
ertr-370	154	2	the	the	DET
ertr-370	154	3	analysis	analysis	NOUN
ertr-370	154	4	,	,	PUNCT
ertr-370	154	5	only	only	ADV
ertr-370	154	6	positive	positive	ADJ
ertr-370	154	7	and	and	CCONJ
ertr-370	154	8	negative	negative	ADJ
ertr-370	154	9	reviews	review	NOUN
ertr-370	154	10	are	be	AUX
ertr-370	154	11	used	use	VERB
ertr-370	154	12	.	.	PUNCT
ertr-370	155	1	the	the	DET
ertr-370	155	2	set	set	NOUN
ertr-370	155	3	of	of	ADP
ertr-370	155	4	classes	class	NOUN
ertr-370	155	5	is	be	AUX
ertr-370	155	6	denoted	denote	VERB
ertr-370	155	7	as	as	ADP
ertr-370	155	8	𝐶	𝐶	PROPN
ertr-370	155	9	=	=	SYM
ertr-370	155	10	{	{	PUNCT
ertr-370	155	11	𝑁𝑒𝑔	𝑁𝑒𝑔	PROPN
ertr-370	155	12	,	,	PUNCT
ertr-370	155	13	𝑃𝑜𝑠	𝑃𝑜𝑠	PROPN
ertr-370	155	14	}	}	PUNCT
ertr-370	155	15	where	where	SCONJ
ertr-370	155	16	neg	neg	PROPN
ertr-370	155	17	stands	stand	VERB
ertr-370	155	18	for	for	ADP
ertr-370	155	19	negative	negative	ADJ
ertr-370	155	20	reviews	review	NOUN
ertr-370	155	21	and	and	CCONJ
ertr-370	155	22	pos	pos	NOUN
ertr-370	155	23	stands	stand	VERB
ertr-370	155	24	for	for	ADP
ertr-370	155	25	positive	positive	ADJ
ertr-370	155	26	reviews	review	NOUN
ertr-370	155	27	.	.	PUNCT
ertr-370	156	1	the	the	DET
ertr-370	156	2	naïve	naïve	ADJ
ertr-370	156	3	bayes	bayes	PROPN
ertr-370	156	4	classifier	classifier	PROPN
ertr-370	156	5	returns	return	VERB
ertr-370	156	6	the	the	DET
ertr-370	156	7	class	class	NOUN
ertr-370	156	8	�	�	PROPN
ertr-370	156	9	̂	̂	PROPN
ertr-370	156	10	�	�	PROPN
ertr-370	156	11	with	with	ADP
ertr-370	156	12	the	the	DET
ertr-370	156	13	highest	high	ADJ
ertr-370	156	14	posterior	posterior	ADJ
ertr-370	156	15	probability	probability	NOUN
ertr-370	156	16	given	give	VERB
ertr-370	156	17	the	the	DET
ertr-370	156	18	review	review	NOUN
ertr-370	156	19	,	,	PUNCT
ertr-370	156	20	𝑅	𝑅	PROPN
ertr-370	156	21	,	,	PUNCT
ertr-370	156	22	i.e.	i.e.	X
ertr-370	156	23	,	,	PUNCT
ertr-370	156	24	�	�	PROPN
ertr-370	156	25	̂	̂	NOUN
ertr-370	156	26	�	�	NOUN
ertr-370	156	27	(𝑅	(𝑅	X
ertr-370	156	28	)	)	PUNCT
ertr-370	157	1	=	=	PRON
ertr-370	157	2	argmax	argmax	VERB
ertr-370	157	3	𝑐∈𝐶	𝑐∈𝐶	NOUN
ertr-370	158	1	𝑃(𝑐|𝑅	𝑃(𝑐|𝑅	PROPN
ertr-370	158	2	)	)	PUNCT
ertr-370	158	3	=	=	NOUN
ertr-370	158	4	argmax	argmax	X
ertr-370	158	5	𝑐∈𝐶	𝑐∈𝐶	NOUN
ertr-370	158	6	𝑃(𝑅|𝑐)𝑃(𝑐	𝑃(𝑅|𝑐)𝑃(𝑐	PROPN
ertr-370	158	7	)	)	PUNCT
ertr-370	158	8	.	.	PUNCT
ertr-370	159	1	note	note	VERB
ertr-370	159	2	that	that	SCONJ
ertr-370	159	3	the	the	DET
ertr-370	159	4	last	last	ADJ
ertr-370	159	5	equality	equality	NOUN
ertr-370	159	6	follows	follow	VERB
ertr-370	159	7	from	from	ADP
ertr-370	159	8	the	the	DET
ertr-370	159	9	bayes	bayes	PROPN
ertr-370	159	10	rule	rule	NOUN
ertr-370	159	11	.	.	PUNCT
ertr-370	160	1	without	without	ADP
ertr-370	160	2	a	a	DET
ertr-370	160	3	loss	loss	NOUN
ertr-370	160	4	of	of	ADP
ertr-370	160	5	generality	generality	NOUN
ertr-370	160	6	review	review	NOUN
ertr-370	160	7	,	,	PUNCT
ertr-370	160	8	𝑅	𝑅	PROPN
ertr-370	160	9	can	can	AUX
ertr-370	160	10	be	be	AUX
ertr-370	160	11	presented	present	VERB
ertr-370	160	12	as	as	ADP
ertr-370	160	13	a	a	DET
ertr-370	160	14	set	set	NOUN
ertr-370	160	15	of	of	ADP
ertr-370	160	16	features	feature	NOUN
ertr-370	160	17	:	:	PUNCT
ertr-370	160	18	𝑤1	𝑤1	VERB
ertr-370	160	19	,	,	PUNCT
ertr-370	160	20	…	…	PUNCT
ertr-370	160	21	,	,	PUNCT
ertr-370	160	22	𝑤𝑛	𝑤𝑛	ADP
ertr-370	160	23	(	(	PUNCT
ertr-370	160	24	word	word	NOUN
ertr-370	160	25	or	or	CCONJ
ertr-370	160	26	feature	feature	NOUN
ertr-370	160	27	𝑖	𝑖	VERB
ertr-370	160	28	is	be	AUX
ertr-370	160	29	denoted	denote	VERB
ertr-370	160	30	as	as	ADP
ertr-370	160	31	𝑤𝑖	𝑤𝑖	NUM
ertr-370	160	32	)	)	PUNCT
ertr-370	160	33	and	and	CCONJ
ertr-370	160	34	therefore	therefore	ADV
ertr-370	160	35	�	�	PROPN
ertr-370	160	36	̂	̂	SYM
ertr-370	160	37	�	�	NOUN
ertr-370	160	38	(𝑅	(𝑅	X
ertr-370	160	39	)	)	PUNCT
ertr-370	161	1	=	=	NOUN
ertr-370	161	2	argmax	argmax	VERB
ertr-370	161	3	𝑐∈𝐶	𝑐∈𝐶	NOUN
ertr-370	161	4	𝑃(𝑅|𝑐)𝑃(𝑐	𝑃(𝑅|𝑐)𝑃(𝑐	VERB
ertr-370	161	5	)	)	PUNCT
ertr-370	161	6	=	=	NOUN
ertr-370	161	7	argmax	argmax	X
ertr-370	161	8	𝑐∈𝐶	𝑐∈𝐶	PUNCT
ertr-370	162	1	𝑃(𝑤1	𝑃(𝑤1	NOUN
ertr-370	162	2	,	,	PUNCT
ertr-370	162	3	…	…	PUNCT
ertr-370	162	4	,	,	PUNCT
ertr-370	162	5	𝑤𝑛|𝑐)𝑃(𝑐	𝑤𝑛|𝑐)𝑃(𝑐	NUM
ertr-370	162	6	)	)	PUNCT
ertr-370	162	7	.	.	PUNCT
ertr-370	163	1	using	use	VERB
ertr-370	163	2	naïve	naïve	ADJ
ertr-370	163	3	bayes	bayes	NOUN
ertr-370	163	4	assumption	assumption	NOUN
ertr-370	163	5	,	,	PUNCT
ertr-370	163	6	that	that	PRON
ertr-370	163	7	is	be	AUX
ertr-370	163	8	𝑃(𝑤𝑖|𝑐	𝑃(𝑤𝑖|𝑐	VERB
ertr-370	163	9	)	)	PUNCT
ertr-370	163	10	are	be	AUX
ertr-370	163	11	independent	independent	ADJ
ertr-370	163	12	given	give	VERB
ertr-370	163	13	class	class	NOUN
ertr-370	163	14	𝑐	𝑐	PROPN
ertr-370	163	15	,	,	PUNCT
ertr-370	163	16	�	�	PROPN
ertr-370	163	17	̂	̂	NOUN
ertr-370	163	18	�	�	NOUN
ertr-370	163	19	(𝑅	(𝑅	X
ertr-370	163	20	)	)	PUNCT
ertr-370	163	21	can	can	AUX
ertr-370	163	22	be	be	AUX
ertr-370	163	23	simplified	simplify	VERB
ertr-370	163	24	as	as	ADP
ertr-370	163	25	�	�	PROPN
ertr-370	163	26	̂	̂	SYM
ertr-370	163	27	�	�	NOUN
ertr-370	163	28	(𝑅	(𝑅	X
ertr-370	163	29	)	)	PUNCT
ertr-370	164	1	=	=	NOUN
ertr-370	164	2	argmax	argmax	VERB
ertr-370	164	3	𝑐∈𝐶	𝑐∈𝐶	NOUN
ertr-370	164	4	𝑃(𝑐	𝑃(𝑐	NUM
ertr-370	164	5	)	)	PUNCT
ertr-370	164	6	∏	∏	PROPN
ertr-370	164	7	𝑃(𝑤|𝑐)𝑤∈𝑊	𝑃(𝑤|𝑐)𝑤∈𝑊	PROPN
ertr-370	164	8	by	by	ADP
ertr-370	164	9	using	use	VERB
ertr-370	164	10	maximum	maximum	ADJ
ertr-370	164	11	likelihood	likelihood	NOUN
ertr-370	164	12	estimation	estimation	NOUN
ertr-370	164	13	with	with	ADP
ertr-370	164	14	laplace	laplace	NOUN
ertr-370	164	15	smoothing	smooth	VERB
ertr-370	164	16	𝑃(𝑐	𝑃(𝑐	NUM
ertr-370	164	17	)	)	PUNCT
ertr-370	164	18	=	=	PUNCT
ertr-370	165	1	𝑁𝑐	𝑁𝑐	PROPN
ertr-370	165	2	𝑁𝑅	𝑁𝑅	PROPN
ertr-370	165	3	and	and	CCONJ
ertr-370	165	4	𝑃(𝑤𝑖|𝑐	𝑃(𝑤𝑖|𝑐	NUM
ertr-370	165	5	)	)	PUNCT
ertr-370	165	6	=	=	SYM
ertr-370	165	7	1+𝑛(𝑤𝑖,𝑐	1+𝑛(𝑤𝑖,𝑐	NUM
ertr-370	165	8	)	)	PUNCT
ertr-370	165	9	|𝑉|+∑	|𝑉|+∑	NOUN
ertr-370	165	10	𝑛(𝑤,𝑐)𝑤∈𝑉	𝑛(𝑤,𝑐)𝑤∈𝑉	PROPN
ertr-370	165	11	.	.	PUNCT
ertr-370	166	1	𝑁𝑐	𝑁𝑐	PROPN
ertr-370	166	2	is	be	AUX
ertr-370	166	3	denoted	denote	VERB
ertr-370	166	4	as	as	ADP
ertr-370	166	5	the	the	DET
ertr-370	166	6	number	number	NOUN
ertr-370	166	7	of	of	ADP
ertr-370	166	8	reviews	review	NOUN
ertr-370	166	9	with	with	ADP
ertr-370	166	10	the	the	DET
ertr-370	166	11	class	class	NOUN
ertr-370	166	12	of	of	ADP
ertr-370	166	13	𝑐	𝑐	PROPN
ertr-370	166	14	in	in	ADP
ertr-370	166	15	the	the	DET
ertr-370	166	16	training	training	NOUN
ertr-370	166	17	set	set	NOUN
ertr-370	166	18	of	of	ADP
ertr-370	166	19	reviews	review	NOUN
ertr-370	166	20	,	,	PUNCT
ertr-370	166	21	𝑁𝑅	𝑁𝑅	PROPN
ertr-370	166	22	as	as	ADP
ertr-370	166	23	the	the	DET
ertr-370	166	24	total	total	ADJ
ertr-370	166	25	number	number	NOUN
ertr-370	166	26	of	of	ADP
ertr-370	166	27	reviews	review	NOUN
ertr-370	166	28	,	,	PUNCT
ertr-370	166	29	𝑛(𝑤𝑖	𝑛(𝑤𝑖	NOUN
ertr-370	166	30	,	,	PUNCT
ertr-370	166	31	𝑐	𝑐	NOUN
ertr-370	166	32	)	)	PUNCT
ertr-370	166	33	as	as	ADP
ertr-370	166	34	the	the	DET
ertr-370	166	35	frequency	frequency	NOUN
ertr-370	166	36	of	of	ADP
ertr-370	166	37	𝑤𝑖	𝑤𝑖	NOUN
ertr-370	166	38	in	in	ADP
ertr-370	166	39	class	class	NOUN
ertr-370	166	40	𝑐	𝑐	NOUN
ertr-370	166	41	,	,	PUNCT
ertr-370	166	42	and	and	CCONJ
ertr-370	166	43	𝑉	𝑉	PROPN
ertr-370	166	44	as	as	ADP
ertr-370	166	45	the	the	DET
ertr-370	166	46	union	union	NOUN
ertr-370	166	47	of	of	ADP
ertr-370	166	48	word	word	NOUN
ertr-370	166	49	types	type	NOUN
ertr-370	166	50	in	in	ADP
ertr-370	166	51	all	all	DET
ertr-370	166	52	classes	class	NOUN
ertr-370	166	53	.	.	PUNCT
ertr-370	167	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	168	1	e	e	X
ertr-370	168	2	-	-	NOUN
ertr-370	168	3	review	review	NOUN
ertr-370	168	4	of	of	ADP
ertr-370	168	5	tourism	tourism	NOUN
ertr-370	168	6	research	research	NOUN
ertr-370	168	7	(	(	PUNCT
ertr-370	168	8	ertr	ertr	NOUN
ertr-370	168	9	)	)	PUNCT
ertr-370	168	10	,	,	PUNCT
ertr-370	168	11	vol	vol	NOUN
ertr-370	168	12	.	.	PROPN
ertr-370	168	13	16	16	NUM
ertr-370	168	14	,	,	PUNCT
ertr-370	168	15	no	no	INTJ
ertr-370	168	16	.	.	NOUN
ertr-370	168	17	4	4	NUM
ertr-370	168	18	,	,	PUNCT
ertr-370	168	19	2019	2019	NUM
ertr-370	168	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	168	21	259	259	NUM
ertr-370	168	22	results	result	VERB
ertr-370	168	23	the	the	DET
ertr-370	168	24	summary	summary	NOUN
ertr-370	168	25	statistics	statistic	NOUN
ertr-370	168	26	of	of	ADP
ertr-370	168	27	the	the	DET
ertr-370	168	28	variables	variable	NOUN
ertr-370	168	29	used	use	VERB
ertr-370	168	30	in	in	ADP
ertr-370	168	31	this	this	DET
ertr-370	168	32	study	study	NOUN
ertr-370	168	33	is	be	AUX
ertr-370	168	34	shown	show	VERB
ertr-370	168	35	in	in	ADP
ertr-370	168	36	table	table	NOUN
ertr-370	168	37	3	3	NUM
ertr-370	168	38	.	.	PUNCT
ertr-370	169	1	before	before	ADP
ertr-370	169	2	proceeding	proceed	VERB
ertr-370	169	3	to	to	ADP
ertr-370	169	4	the	the	DET
ertr-370	169	5	regression	regression	NOUN
ertr-370	169	6	analysis	analysis	NOUN
ertr-370	169	7	presents	present	VERB
ertr-370	169	8	the	the	DET
ertr-370	169	9	correlation	correlation	NOUN
ertr-370	169	10	between	between	ADP
ertr-370	169	11	any	any	DET
ertr-370	169	12	two	two	NUM
ertr-370	169	13	rating	rating	NOUN
ertr-370	169	14	categories	category	NOUN
ertr-370	169	15	.	.	PUNCT
ertr-370	170	1	table	table	NOUN
ertr-370	170	2	3	3	NUM
ertr-370	170	3	.	.	PUNCT
ertr-370	170	4	descriptive	descriptive	ADJ
ertr-370	170	5	statistics	statistic	NOUN
ertr-370	170	6	rating	rating	NOUN
ertr-370	170	7	category	category	NOUN
ertr-370	170	8	count	count	NOUN
ertr-370	170	9	mean	mean	VERB
ertr-370	170	10	std	std	NOUN
ertr-370	170	11	overall	overall	ADJ
ertr-370	170	12	rating	rate	VERB
ertr-370	170	13	324,321	324,321	NUM
ertr-370	170	14	8.01	8.01	NUM
ertr-370	170	15	1.79	1.79	NUM
ertr-370	170	16	value	value	NOUN
ertr-370	170	17	for	for	ADP
ertr-370	170	18	money	money	NOUN
ertr-370	170	19	324,321	324,321	NUM
ertr-370	170	20	1.34	1.34	NUM
ertr-370	170	21	3.19	3.19	NUM
ertr-370	170	22	security	security	NOUN
ertr-370	170	23	324,321	324,321	NUM
ertr-370	170	24	8.19	8.19	NUM
ertr-370	170	25	2.08	2.08	NUM
ertr-370	170	26	location	location	NOUN
ertr-370	170	27	324,321	324,321	NUM
ertr-370	170	28	8.44	8.44	NUM
ertr-370	170	29	2	2	NUM
ertr-370	170	30	facility	facility	NOUN
ertr-370	170	31	324,321	324,321	NUM
ertr-370	170	32	1.29	1.29	NUM
ertr-370	170	33	3.07	3.07	NUM
ertr-370	170	34	staff	staff	NOUN
ertr-370	170	35	324,321	324,321	NUM
ertr-370	170	36	8.3	8.3	NUM
ertr-370	170	37	2.25	2.25	NUM
ertr-370	170	38	atmosphere	atmosphere	NOUN
ertr-370	170	39	324,321	324,321	NUM
ertr-370	170	40	7.31	7.31	NUM
ertr-370	170	41	2.38	2.38	NUM
ertr-370	170	42	cleanliness	cleanliness	NOUN
ertr-370	170	43	324,321	324,321	NUM
ertr-370	170	44	8.02	8.02	NUM
ertr-370	170	45	2.35	2.35	NUM
ertr-370	170	46	figure	figure	NOUN
ertr-370	170	47	2	2	NUM
ertr-370	170	48	.	.	PUNCT
ertr-370	170	49	correlation	correlation	NOUN
ertr-370	170	50	matrix	matrix	NOUN
ertr-370	170	51	of	of	ADP
ertr-370	170	52	hostels	hostel	NOUN
ertr-370	170	53	rating	rating	NOUN
ertr-370	170	54	categories	category	NOUN
ertr-370	170	55	http://ertr.tamu.edu/	http://ertr.tamu.edu/	VERB
ertr-370	171	1	e	e	NOUN
ertr-370	171	2	-	-	NOUN
ertr-370	171	3	review	review	NOUN
ertr-370	171	4	of	of	ADP
ertr-370	171	5	tourism	tourism	NOUN
ertr-370	171	6	research	research	NOUN
ertr-370	171	7	(	(	PUNCT
ertr-370	171	8	ertr	ertr	NOUN
ertr-370	171	9	)	)	PUNCT
ertr-370	171	10	,	,	PUNCT
ertr-370	171	11	vol	vol	NOUN
ertr-370	171	12	.	.	PROPN
ertr-370	172	1	16	16	NUM
ertr-370	172	2	,	,	PUNCT
ertr-370	172	3	no	no	INTJ
ertr-370	172	4	.	.	NOUN
ertr-370	172	5	4	4	NUM
ertr-370	172	6	,	,	PUNCT
ertr-370	172	7	2019	2019	NUM
ertr-370	172	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	172	9	260	260	NUM
ertr-370	172	10	figure	figure	NOUN
ertr-370	172	11	2	2	NUM
ertr-370	172	12	shows	show	VERB
ertr-370	172	13	that	that	SCONJ
ertr-370	172	14	rating	rating	NOUN
ertr-370	172	15	categories	category	NOUN
ertr-370	172	16	can	can	AUX
ertr-370	172	17	be	be	AUX
ertr-370	172	18	organized	organize	VERB
ertr-370	172	19	into	into	ADP
ertr-370	172	20	two	two	NUM
ertr-370	172	21	groups	group	NOUN
ertr-370	172	22	based	base	VERB
ertr-370	172	23	on	on	ADP
ertr-370	172	24	the	the	DET
ertr-370	172	25	correlation	correlation	NOUN
ertr-370	172	26	among	among	ADP
ertr-370	172	27	them	they	PRON
ertr-370	172	28	.	.	PUNCT
ertr-370	173	1	value	value	NOUN
ertr-370	173	2	for	for	ADP
ertr-370	173	3	money	money	NOUN
ertr-370	173	4	and	and	CCONJ
ertr-370	173	5	facility	facility	NOUN
ertr-370	173	6	in	in	ADP
ertr-370	173	7	one	one	NUM
ertr-370	173	8	group	group	NOUN
ertr-370	173	9	,	,	PUNCT
ertr-370	173	10	and	and	CCONJ
ertr-370	173	11	security	security	NOUN
ertr-370	173	12	,	,	PUNCT
ertr-370	173	13	location	location	NOUN
ertr-370	173	14	,	,	PUNCT
ertr-370	173	15	staff	staff	NOUN
ertr-370	173	16	,	,	PUNCT
ertr-370	173	17	atmosphere	atmosphere	NOUN
ertr-370	173	18	,	,	PUNCT
ertr-370	173	19	and	and	CCONJ
ertr-370	173	20	cleanliness	cleanliness	NOUN
ertr-370	173	21	in	in	ADP
ertr-370	173	22	the	the	DET
ertr-370	173	23	second	second	ADJ
ertr-370	173	24	group	group	NOUN
ertr-370	173	25	.	.	PUNCT
ertr-370	174	1	this	this	DET
ertr-370	174	2	study	study	NOUN
ertr-370	174	3	focuses	focus	VERB
ertr-370	174	4	only	only	ADV
ertr-370	174	5	on	on	ADP
ertr-370	174	6	backpackers	backpacker	NOUN
ertr-370	174	7	'	'	PART
ertr-370	174	8	perception	perception	NOUN
ertr-370	174	9	of	of	ADP
ertr-370	174	10	security	security	NOUN
ertr-370	174	11	,	,	PUNCT
ertr-370	174	12	and	and	CCONJ
ertr-370	174	13	therefore	therefore	ADV
ertr-370	174	14	it	it	PRON
ertr-370	174	15	only	only	ADV
ertr-370	174	16	includes	include	VERB
ertr-370	174	17	the	the	DET
ertr-370	174	18	second	second	ADJ
ertr-370	174	19	group	group	NOUN
ertr-370	174	20	of	of	ADP
ertr-370	174	21	variables	variable	NOUN
ertr-370	174	22	(	(	PUNCT
ertr-370	174	23	i.e.	i.e.	X
ertr-370	174	24	,	,	PUNCT
ertr-370	174	25	security	security	NOUN
ertr-370	174	26	,	,	PUNCT
ertr-370	174	27	location	location	NOUN
ertr-370	174	28	,	,	PUNCT
ertr-370	174	29	staff	staff	NOUN
ertr-370	174	30	,	,	PUNCT
ertr-370	174	31	atmosphere	atmosphere	NOUN
ertr-370	174	32	,	,	PUNCT
ertr-370	174	33	and	and	CCONJ
ertr-370	174	34	cleanliness	cleanliness	NOUN
ertr-370	174	35	)	)	PUNCT
ertr-370	174	36	.	.	PUNCT
ertr-370	175	1	before	before	ADV
ertr-370	175	2	,	,	PUNCT
ertr-370	175	3	moving	move	VERB
ertr-370	175	4	to	to	ADP
ertr-370	175	5	the	the	DET
ertr-370	175	6	regression	regression	NOUN
ertr-370	175	7	analysis	analysis	NOUN
ertr-370	175	8	,	,	PUNCT
ertr-370	175	9	note	note	VERB
ertr-370	175	10	that	that	SCONJ
ertr-370	175	11	the	the	DET
ertr-370	175	12	variation	variation	NOUN
ertr-370	175	13	inflation	inflation	NOUN
ertr-370	175	14	factor	factor	NOUN
ertr-370	175	15	(	(	PUNCT
ertr-370	175	16	vif	vif	PROPN
ertr-370	175	17	)	)	PUNCT
ertr-370	175	18	among	among	ADP
ertr-370	175	19	variables	variable	NOUN
ertr-370	175	20	are	be	AUX
ertr-370	175	21	checked	check	VERB
ertr-370	175	22	and	and	CCONJ
ertr-370	175	23	are	be	AUX
ertr-370	175	24	all	all	ADV
ertr-370	175	25	less	less	ADJ
ertr-370	175	26	than	than	ADP
ertr-370	175	27	3	3	NUM
ertr-370	175	28	.	.	PUNCT
ertr-370	176	1	therefore	therefore	ADV
ertr-370	176	2	multicollinearity	multicollinearity	NOUN
ertr-370	176	3	is	be	AUX
ertr-370	176	4	not	not	PART
ertr-370	176	5	very	very	ADV
ertr-370	176	6	high	high	ADJ
ertr-370	176	7	.	.	PUNCT
ertr-370	177	1	table	table	NOUN
ertr-370	177	2	4	4	NUM
ertr-370	177	3	represents	represent	VERB
ertr-370	177	4	the	the	DET
ertr-370	177	5	summary	summary	NOUN
ertr-370	177	6	of	of	ADP
ertr-370	177	7	the	the	DET
ertr-370	177	8	regression	regression	NOUN
ertr-370	177	9	analysis	analysis	NOUN
ertr-370	177	10	.	.	PUNCT
ertr-370	178	1	the	the	DET
ertr-370	178	2	dependent	dependent	ADJ
ertr-370	178	3	variable	variable	NOUN
ertr-370	178	4	is	be	AUX
ertr-370	178	5	the	the	DET
ertr-370	178	6	hostel	hostel	NOUN
ertr-370	178	7	security	security	NOUN
ertr-370	178	8	rated	rate	VERB
ertr-370	178	9	by	by	ADP
ertr-370	178	10	the	the	DET
ertr-370	178	11	backpackers	backpacker	NOUN
ertr-370	178	12	,	,	PUNCT
ertr-370	178	13	and	and	CCONJ
ertr-370	178	14	the	the	DET
ertr-370	178	15	independent	independent	ADJ
ertr-370	178	16	variables	variable	NOUN
ertr-370	178	17	are	be	AUX
ertr-370	178	18	shown	show	VERB
ertr-370	178	19	in	in	ADP
ertr-370	178	20	the	the	DET
ertr-370	178	21	first	first	ADJ
ertr-370	178	22	column	column	NOUN
ertr-370	178	23	.	.	PUNCT
ertr-370	179	1	the	the	DET
ertr-370	179	2	analysis	analysis	NOUN
ertr-370	179	3	provides	provide	VERB
ertr-370	179	4	two	two	NUM
ertr-370	179	5	main	main	ADJ
ertr-370	179	6	findings	finding	NOUN
ertr-370	179	7	.	.	PUNCT
ertr-370	180	1	first	first	ADV
ertr-370	180	2	,	,	PUNCT
ertr-370	180	3	the	the	DET
ertr-370	180	4	coefficient	coefficient	NOUN
ertr-370	180	5	of	of	ADP
ertr-370	180	6	location	location	NOUN
ertr-370	180	7	,	,	PUNCT
ertr-370	180	8	cleanliness	cleanliness	NOUN
ertr-370	180	9	,	,	PUNCT
ertr-370	180	10	atmosphere	atmosphere	NOUN
ertr-370	180	11	,	,	PUNCT
ertr-370	180	12	staff	staff	NOUN
ertr-370	180	13	,	,	PUNCT
ertr-370	180	14	and	and	CCONJ
ertr-370	180	15	facility×value	facility×value	NOUN
ertr-370	180	16	are	be	AUX
ertr-370	180	17	positive	positive	ADJ
ertr-370	180	18	and	and	CCONJ
ertr-370	180	19	significant	significant	ADJ
ertr-370	180	20	.	.	PUNCT
ertr-370	181	1	this	this	DET
ertr-370	181	2	result	result	NOUN
ertr-370	181	3	shows	show	VERB
ertr-370	181	4	that	that	SCONJ
ertr-370	181	5	cleanliness	cleanliness	NOUN
ertr-370	181	6	with	with	ADP
ertr-370	181	7	a	a	DET
ertr-370	181	8	coefficient	coefficient	NOUN
ertr-370	181	9	of	of	ADP
ertr-370	181	10	0.289	0.289	NUM
ertr-370	181	11	has	have	VERB
ertr-370	181	12	the	the	DET
ertr-370	181	13	strongest	strong	ADJ
ertr-370	181	14	impact	impact	NOUN
ertr-370	181	15	on	on	ADP
ertr-370	181	16	security	security	NOUN
ertr-370	181	17	.	.	PUNCT
ertr-370	182	1	location	location	NOUN
ertr-370	182	2	with	with	ADP
ertr-370	182	3	a	a	DET
ertr-370	182	4	coefficient	coefficient	NOUN
ertr-370	182	5	of	of	ADP
ertr-370	182	6	0.197	0.197	NUM
ertr-370	182	7	is	be	AUX
ertr-370	182	8	the	the	DET
ertr-370	182	9	second	second	ADJ
ertr-370	182	10	most	most	ADV
ertr-370	182	11	important	important	ADJ
ertr-370	182	12	determinant	determinant	ADJ
ertr-370	182	13	of	of	ADP
ertr-370	182	14	security	security	NOUN
ertr-370	182	15	.	.	PUNCT
ertr-370	183	1	this	this	DET
ertr-370	183	2	result	result	NOUN
ertr-370	183	3	is	be	AUX
ertr-370	183	4	in	in	ADP
ertr-370	183	5	line	line	NOUN
ertr-370	183	6	with	with	ADP
ertr-370	183	7	(	(	PUNCT
ertr-370	183	8	amblee	amblee	PROPN
ertr-370	183	9	,	,	PUNCT
ertr-370	183	10	2015	2015	NUM
ertr-370	183	11	)	)	PUNCT
ertr-370	183	12	.	.	PUNCT
ertr-370	184	1	he	he	PRON
ertr-370	184	2	showed	show	VERB
ertr-370	184	3	that	that	SCONJ
ertr-370	184	4	cleanliness	cleanliness	NOUN
ertr-370	184	5	and	and	CCONJ
ertr-370	184	6	location	location	NOUN
ertr-370	184	7	both	both	PRON
ertr-370	184	8	have	have	VERB
ertr-370	184	9	a	a	DET
ertr-370	184	10	significant	significant	ADJ
ertr-370	184	11	impact	impact	NOUN
ertr-370	184	12	on	on	ADP
ertr-370	184	13	backpackers	backpacker	NOUN
ertr-370	184	14	'	'	PART
ertr-370	184	15	perception	perception	NOUN
ertr-370	184	16	of	of	ADP
ertr-370	184	17	security	security	NOUN
ertr-370	184	18	.	.	PUNCT
ertr-370	185	1	our	our	PRON
ertr-370	185	2	results	result	NOUN
ertr-370	185	3	further	far	ADV
ertr-370	185	4	show	show	VERB
ertr-370	185	5	that	that	SCONJ
ertr-370	185	6	atmosphere	atmosphere	NOUN
ertr-370	185	7	,	,	PUNCT
ertr-370	185	8	staff	staff	NOUN
ertr-370	185	9	,	,	PUNCT
ertr-370	185	10	and	and	CCONJ
ertr-370	185	11	facility×value	facility×value	NOUN
ertr-370	185	12	also	also	ADV
ertr-370	185	13	have	have	VERB
ertr-370	185	14	a	a	DET
ertr-370	185	15	significant	significant	ADJ
ertr-370	185	16	impact	impact	NOUN
ertr-370	185	17	on	on	ADP
ertr-370	185	18	security	security	NOUN
ertr-370	185	19	.	.	PUNCT
ertr-370	186	1	second	second	ADV
ertr-370	186	2	,	,	PUNCT
ertr-370	186	3	the	the	DET
ertr-370	186	4	result	result	NOUN
ertr-370	186	5	shows	show	VERB
ertr-370	186	6	that	that	SCONJ
ertr-370	186	7	backpacker	backpacker	NOUN
ertr-370	186	8	's	's	PART
ertr-370	186	9	country	country	NOUN
ertr-370	186	10	of	of	ADP
ertr-370	186	11	origin	origin	NOUN
ertr-370	186	12	has	have	VERB
ertr-370	186	13	a	a	DET
ertr-370	186	14	negative	negative	ADJ
ertr-370	186	15	and	and	CCONJ
ertr-370	186	16	significant	significant	ADJ
ertr-370	186	17	impact	impact	NOUN
ertr-370	186	18	on	on	ADP
ertr-370	186	19	their	their	PRON
ertr-370	186	20	perception	perception	NOUN
ertr-370	186	21	of	of	ADP
ertr-370	186	22	security	security	NOUN
ertr-370	186	23	.	.	PUNCT
ertr-370	187	1	this	this	DET
ertr-370	187	2	result	result	NOUN
ertr-370	187	3	indicates	indicate	VERB
ertr-370	187	4	that	that	SCONJ
ertr-370	187	5	backpackers	backpacker	NOUN
ertr-370	187	6	who	who	PRON
ertr-370	187	7	are	be	AUX
ertr-370	187	8	coming	come	VERB
ertr-370	187	9	from	from	ADP
ertr-370	187	10	safer	safe	ADJ
ertr-370	187	11	countries	country	NOUN
ertr-370	187	12	are	be	AUX
ertr-370	187	13	more	more	ADV
ertr-370	187	14	difficult	difficult	ADJ
ertr-370	187	15	to	to	PART
ertr-370	187	16	satisfy	satisfy	VERB
ertr-370	187	17	in	in	ADP
ertr-370	187	18	terms	term	NOUN
ertr-370	187	19	of	of	ADP
ertr-370	187	20	security	security	NOUN
ertr-370	187	21	.	.	PUNCT
ertr-370	188	1	the	the	DET
ertr-370	188	2	result	result	NOUN
ertr-370	188	3	shows	show	VERB
ertr-370	188	4	that	that	SCONJ
ertr-370	188	5	backpackers	backpacker	NOUN
ertr-370	188	6	'	'	PART
ertr-370	188	7	origin	origin	NOUN
ertr-370	188	8	has	have	VERB
ertr-370	188	9	less	less	ADJ
ertr-370	188	10	of	of	ADP
ertr-370	188	11	an	an	DET
ertr-370	188	12	impact	impact	NOUN
ertr-370	188	13	on	on	ADP
ertr-370	188	14	security	security	NOUN
ertr-370	188	15	if	if	SCONJ
ertr-370	188	16	the	the	DET
ertr-370	188	17	hostel	hostel	NOUN
ertr-370	188	18	is	be	AUX
ertr-370	188	19	located	locate	VERB
ertr-370	188	20	in	in	ADP
ertr-370	188	21	a	a	DET
ertr-370	188	22	safe	safe	ADJ
ertr-370	188	23	country	country	NOUN
ertr-370	188	24	.	.	PUNCT
ertr-370	189	1	findings	finding	NOUN
ertr-370	189	2	show	show	VERB
ertr-370	189	3	that	that	PRON
ertr-370	189	4	attributes	attribute	VERB
ertr-370	189	5	such	such	ADJ
ertr-370	189	6	as	as	ADP
ertr-370	189	7	location	location	NOUN
ertr-370	189	8	,	,	PUNCT
ertr-370	189	9	cleanliness	cleanliness	NOUN
ertr-370	189	10	,	,	PUNCT
ertr-370	189	11	atmosphere	atmosphere	NOUN
ertr-370	189	12	,	,	PUNCT
ertr-370	189	13	staff	staff	NOUN
ertr-370	189	14	,	,	PUNCT
ertr-370	189	15	facility	facility	NOUN
ertr-370	189	16	,	,	PUNCT
ertr-370	189	17	and	and	CCONJ
ertr-370	189	18	value	value	NOUN
ertr-370	189	19	for	for	ADP
ertr-370	189	20	money	money	NOUN
ertr-370	189	21	can	can	AUX
ertr-370	189	22	compensate	compensate	VERB
ertr-370	189	23	for	for	ADP
ertr-370	189	24	low	low	ADJ
ertr-370	189	25	security	security	NOUN
ertr-370	189	26	.	.	PUNCT
ertr-370	190	1	on	on	ADP
ertr-370	190	2	the	the	DET
ertr-370	190	3	other	other	ADJ
ertr-370	190	4	hand	hand	NOUN
ertr-370	190	5	,	,	PUNCT
ertr-370	190	6	backpackers	backpacker	NOUN
ertr-370	190	7	'	'	PART
ertr-370	190	8	country	country	NOUN
ertr-370	190	9	of	of	ADP
ertr-370	190	10	origin	origin	NOUN
ertr-370	190	11	is	be	AUX
ertr-370	190	12	out	out	ADP
ertr-370	190	13	of	of	ADP
ertr-370	190	14	a	a	DET
ertr-370	190	15	hostel	hostel	NOUN
ertr-370	190	16	's	's	PART
ertr-370	190	17	control	control	NOUN
ertr-370	190	18	.	.	PUNCT
ertr-370	191	1	the	the	DET
ertr-370	191	2	result	result	NOUN
ertr-370	191	3	implies	imply	VERB
ertr-370	191	4	that	that	SCONJ
ertr-370	191	5	the	the	DET
ertr-370	191	6	backpackers	backpacker	NOUN
ertr-370	191	7	who	who	PRON
ertr-370	191	8	are	be	AUX
ertr-370	191	9	coming	come	VERB
ertr-370	191	10	from	from	ADP
ertr-370	191	11	safer	safe	ADJ
ertr-370	191	12	countries	country	NOUN
ertr-370	191	13	expect	expect	VERB
ertr-370	191	14	higher	high	ADJ
ertr-370	191	15	levels	level	NOUN
ertr-370	191	16	of	of	ADP
ertr-370	191	17	security	security	NOUN
ertr-370	191	18	,	,	PUNCT
ertr-370	191	19	therefore	therefore	ADV
ertr-370	191	20	depending	depend	VERB
ertr-370	191	21	on	on	ADP
ertr-370	191	22	the	the	DET
ertr-370	191	23	hostels	hostel	NOUN
ertr-370	191	24	’	'	PUNCT
ertr-370	191	25	targeted	target	VERB
ertr-370	191	26	market	market	NOUN
ertr-370	191	27	,	,	PUNCT
ertr-370	191	28	owners	owner	NOUN
ertr-370	191	29	can	can	AUX
ertr-370	191	30	plan	plan	VERB
ertr-370	191	31	for	for	ADP
ertr-370	191	32	the	the	DET
ertr-370	191	33	desired	desire	VERB
ertr-370	191	34	level	level	NOUN
ertr-370	191	35	of	of	ADP
ertr-370	191	36	security	security	NOUN
ertr-370	191	37	.	.	PUNCT
ertr-370	192	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	193	1	e	e	NOUN
ertr-370	193	2	-	-	NOUN
ertr-370	193	3	review	review	NOUN
ertr-370	193	4	of	of	ADP
ertr-370	193	5	tourism	tourism	NOUN
ertr-370	193	6	research	research	NOUN
ertr-370	193	7	(	(	PUNCT
ertr-370	193	8	ertr	ertr	NOUN
ertr-370	193	9	)	)	PUNCT
ertr-370	193	10	,	,	PUNCT
ertr-370	193	11	vol	vol	NOUN
ertr-370	193	12	.	.	PROPN
ertr-370	193	13	16	16	NUM
ertr-370	193	14	,	,	PUNCT
ertr-370	193	15	no	no	INTJ
ertr-370	193	16	.	.	NOUN
ertr-370	193	17	4	4	NUM
ertr-370	193	18	,	,	PUNCT
ertr-370	193	19	2019	2019	NUM
ertr-370	193	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	193	21	261	261	NUM
ertr-370	193	22	table	table	NOUN
ertr-370	193	23	4	4	NUM
ertr-370	193	24	.	.	PUNCT
ertr-370	194	1	summary	summary	NOUN
ertr-370	194	2	of	of	ADP
ertr-370	194	3	the	the	DET
ertr-370	194	4	regression	regression	NOUN
ertr-370	194	5	analysis	analysis	NOUN
ertr-370	194	6	independent	independent	ADJ
ertr-370	194	7	variables	variable	NOUN
ertr-370	194	8	𝜷	𝜷	ADP
ertr-370	194	9	std	std	X
ertr-370	194	10	p	p	ADJ
ertr-370	194	11	-	-	PUNCT
ertr-370	194	12	value	value	NOUN
ertr-370	194	13	location	location	NOUN
ertr-370	194	14	0.197	0.197	NUM
ertr-370	194	15	0.001	0.001	NUM
ertr-370	194	16	0.000	0.000	NUM
ertr-370	194	17	cleanliness	cleanliness	NOUN
ertr-370	194	18	0.289	0.289	NUM
ertr-370	194	19	0.001	0.001	NUM
ertr-370	194	20	0.000	0.000	NUM
ertr-370	194	21	atmosphere	atmosphere	NOUN
ertr-370	194	22	0.105	0.105	NUM
ertr-370	194	23	0.001	0.001	NUM
ertr-370	194	24	0.000	0.000	NUM
ertr-370	194	25	staff	staff	NOUN
ertr-370	194	26	0.185	0.185	NUM
ertr-370	194	27	0.001	0.001	NUM
ertr-370	194	28	0.000	0.000	NUM
ertr-370	194	29	facility	facility	NOUN
ertr-370	194	30	×	×	NOUN
ertr-370	194	31	value	value	NOUN
ertr-370	194	32	for	for	ADP
ertr-370	194	33	money	money	NOUN
ertr-370	194	34	0.000	0.000	NUM
ertr-370	194	35	0.000	0.000	NUM
ertr-370	194	36	0.000	0.000	NUM
ertr-370	194	37	1	1	NUM
ertr-370	194	38	if	if	SCONJ
ertr-370	194	39	reviewer	reviewer	NOUN
ertr-370	194	40	is	be	AUX
ertr-370	194	41	coming	come	VERB
ertr-370	194	42	from	from	ADP
ertr-370	194	43	a	a	DET
ertr-370	194	44	safe	safe	ADJ
ertr-370	194	45	country	country	NOUN
ertr-370	194	46	-0.362	-0.362	ADP
ertr-370	194	47	0.142	0.142	NUM
ertr-370	194	48	0.011	0.011	NUM
ertr-370	194	49	1	1	NUM
ertr-370	194	50	if	if	SCONJ
ertr-370	194	51	hostel	hostel	NOUN
ertr-370	194	52	is	be	AUX
ertr-370	194	53	in	in	ADP
ertr-370	194	54	a	a	DET
ertr-370	194	55	safe	safe	ADJ
ertr-370	194	56	country	country	NOUN
ertr-370	194	57	-0.424	-0.424	VERB
ertr-370	194	58	0.256	0.256	NUM
ertr-370	194	59	0.098	0.098	NUM
ertr-370	194	60	1	1	NUM
ertr-370	194	61	if	if	SCONJ
ertr-370	194	62	reviewer	reviewer	NOUN
ertr-370	194	63	is	be	AUX
ertr-370	194	64	coming	come	VERB
ertr-370	194	65	from	from	ADP
ertr-370	194	66	a	a	DET
ertr-370	194	67	safe	safe	ADJ
ertr-370	194	68	country	country	NOUN
ertr-370	194	69	and	and	CCONJ
ertr-370	194	70	hostel	hostel	NOUN
ertr-370	194	71	is	be	AUX
ertr-370	194	72	in	in	ADP
ertr-370	194	73	a	a	DET
ertr-370	194	74	safe	safe	ADJ
ertr-370	194	75	country	country	NOUN
ertr-370	194	76	0.305	0.305	NUM
ertr-370	194	77	0.145	0.145	NUM
ertr-370	194	78	0.036	0.036	NUM
ertr-370	194	79	intercept	intercept	NOUN
ertr-370	194	80	2.354	2.354	NUM
ertr-370	194	81	0.252	0.252	NUM
ertr-370	194	82	0.000	0.000	NUM
ertr-370	194	83	r	r	NOUN
ertr-370	194	84	-	-	PUNCT
ertr-370	194	85	squared	square	VERB
ertr-370	194	86	0.514	0.514	NUM
ertr-370	194	87	number	number	NOUN
ertr-370	194	88	of	of	ADP
ertr-370	194	89	observation	observation	NOUN
ertr-370	194	90	315,070	315,070	NUM
ertr-370	194	91	figure	figure	NOUN
ertr-370	194	92	3	3	NUM
ertr-370	194	93	.	.	PUNCT
ertr-370	195	1	distribution	distribution	NOUN
ertr-370	195	2	of	of	ADP
ertr-370	195	3	review	review	NOUN
ertr-370	195	4	content	content	NOUN
ertr-370	195	5	length	length	NOUN
ertr-370	195	6	figure	figure	NOUN
ertr-370	195	7	4	4	NUM
ertr-370	195	8	.	.	NOUN
ertr-370	195	9	frequency	frequency	NOUN
ertr-370	195	10	of	of	ADP
ertr-370	195	11	review	review	NOUN
ertr-370	195	12	content	content	NOUN
ertr-370	195	13	length	length	NOUN
ertr-370	195	14	on	on	ADP
ertr-370	195	15	security	security	NOUN
ertr-370	195	16	rating	rating	NOUN
ertr-370	195	17	to	to	PART
ertr-370	195	18	further	far	ADV
ertr-370	195	19	study	study	VERB
ertr-370	195	20	the	the	DET
ertr-370	195	21	backpackers	backpacker	NOUN
ertr-370	195	22	’	'	PUNCT
ertr-370	195	23	perception	perception	NOUN
ertr-370	195	24	of	of	ADP
ertr-370	195	25	security	security	NOUN
ertr-370	195	26	,	,	PUNCT
ertr-370	195	27	backpacker	backpacker	NOUN
ertr-370	195	28	review	review	NOUN
ertr-370	195	29	content	content	NOUN
ertr-370	195	30	is	be	AUX
ertr-370	195	31	analyzed	analyze	VERB
ertr-370	195	32	.	.	PUNCT
ertr-370	196	1	in	in	ADP
ertr-370	196	2	our	our	PRON
ertr-370	196	3	analysis	analysis	NOUN
ertr-370	196	4	,	,	PUNCT
ertr-370	196	5	the	the	DET
ertr-370	196	6	reviews	review	NOUN
ertr-370	196	7	in	in	ADP
ertr-370	196	8	languages	language	NOUN
ertr-370	196	9	besides	besides	SCONJ
ertr-370	196	10	english	english	PROPN
ertr-370	196	11	are	be	AUX
ertr-370	196	12	removed	remove	VERB
ertr-370	196	13	.	.	PUNCT
ertr-370	197	1	in	in	ADP
ertr-370	197	2	total	total	ADJ
ertr-370	197	3	,	,	PUNCT
ertr-370	197	4	171,273	171,273	NUM
ertr-370	197	5	reviews	review	NOUN
ertr-370	197	6	are	be	AUX
ertr-370	197	7	analyzed	analyze	VERB
ertr-370	197	8	.	.	PUNCT
ertr-370	198	1	figure	figure	NOUN
ertr-370	198	2	3	3	NUM
ertr-370	198	3	shows	show	VERB
ertr-370	198	4	the	the	DET
ertr-370	198	5	distribution	distribution	NOUN
ertr-370	198	6	of	of	ADP
ertr-370	198	7	review	review	NOUN
ertr-370	198	8	content	content	NOUN
ertr-370	198	9	length	length	NOUN
ertr-370	198	10	.	.	PUNCT
ertr-370	199	1	the	the	DET
ertr-370	199	2	review	review	NOUN
ertr-370	199	3	content	content	NOUN
ertr-370	199	4	length	length	NOUN
ertr-370	199	5	is	be	AUX
ertr-370	199	6	ranged	range	VERB
ertr-370	199	7	from	from	ADP
ertr-370	199	8	14	14	NUM
ertr-370	199	9	words	word	NOUN
ertr-370	199	10	per	per	ADP
ertr-370	199	11	review	review	NOUN
ertr-370	199	12	to	to	ADP
ertr-370	199	13	4349	4349	NUM
ertr-370	199	14	words	word	NOUN
ertr-370	199	15	per	per	ADP
ertr-370	199	16	review	review	NOUN
ertr-370	199	17	,	,	PUNCT
ertr-370	199	18	with	with	ADP
ertr-370	199	19	a	a	DET
ertr-370	199	20	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	199	21	e	e	NOUN
ertr-370	199	22	-	-	NOUN
ertr-370	199	23	review	review	NOUN
ertr-370	199	24	of	of	ADP
ertr-370	199	25	tourism	tourism	NOUN
ertr-370	199	26	research	research	NOUN
ertr-370	199	27	(	(	PUNCT
ertr-370	199	28	ertr	ertr	NOUN
ertr-370	199	29	)	)	PUNCT
ertr-370	199	30	,	,	PUNCT
ertr-370	199	31	vol	vol	NOUN
ertr-370	199	32	.	.	PROPN
ertr-370	200	1	16	16	NUM
ertr-370	200	2	,	,	PUNCT
ertr-370	200	3	no	no	INTJ
ertr-370	200	4	.	.	NOUN
ertr-370	200	5	4	4	NUM
ertr-370	200	6	,	,	PUNCT
ertr-370	200	7	2019	2019	NUM
ertr-370	200	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	200	9	262	262	NUM
ertr-370	200	10	mean	mean	NOUN
ertr-370	200	11	of	of	ADP
ertr-370	200	12	313.87	313.87	NUM
ertr-370	200	13	words	word	NOUN
ertr-370	200	14	.	.	PUNCT
ertr-370	201	1	figure	figure	NOUN
ertr-370	201	2	4	4	NUM
ertr-370	201	3	represents	represent	VERB
ertr-370	201	4	the	the	DET
ertr-370	201	5	average	average	ADJ
ertr-370	201	6	review	review	NOUN
ertr-370	201	7	length	length	NOUN
ertr-370	201	8	of	of	ADP
ertr-370	201	9	security	security	NOUN
ertr-370	201	10	rating	rating	NOUN
ertr-370	201	11	.	.	PUNCT
ertr-370	202	1	it	it	PRON
ertr-370	202	2	shows	show	VERB
ertr-370	202	3	that	that	SCONJ
ertr-370	202	4	backpackers	backpacker	NOUN
ertr-370	202	5	who	who	PRON
ertr-370	202	6	gave	give	VERB
ertr-370	202	7	hostels	hostel	NOUN
ertr-370	202	8	a	a	DET
ertr-370	202	9	very	very	ADV
ertr-370	202	10	low	low	ADJ
ertr-370	202	11	-	-	PUNCT
ertr-370	202	12	security	security	NOUN
ertr-370	202	13	rating	rating	NOUN
ertr-370	202	14	are	be	AUX
ertr-370	202	15	more	more	ADV
ertr-370	202	16	informative	informative	ADJ
ertr-370	202	17	and	and	CCONJ
ertr-370	202	18	try	try	VERB
ertr-370	202	19	to	to	PART
ertr-370	202	20	elaborate	elaborate	VERB
ertr-370	202	21	on	on	ADP
ertr-370	202	22	their	their	PRON
ertr-370	202	23	concerns	concern	NOUN
ertr-370	202	24	by	by	ADP
ertr-370	202	25	providing	provide	VERB
ertr-370	202	26	longer	long	ADJ
ertr-370	202	27	reviews	review	NOUN
ertr-370	202	28	.	.	PUNCT
ertr-370	203	1	using	use	VERB
ertr-370	203	2	betweenness	betweenness	ADJ
ertr-370	203	3	centrality	centrality	NOUN
ertr-370	203	4	,	,	PUNCT
ertr-370	203	5	figure	figure	NOUN
ertr-370	203	6	5	5	NUM
ertr-370	203	7	shows	show	VERB
ertr-370	203	8	the	the	DET
ertr-370	203	9	top	top	ADJ
ertr-370	203	10	commonly	commonly	ADV
ertr-370	203	11	used	use	VERB
ertr-370	203	12	words	word	NOUN
ertr-370	203	13	in	in	ADP
ertr-370	203	14	reviews	review	NOUN
ertr-370	203	15	with	with	ADP
ertr-370	203	16	security	security	NOUN
ertr-370	203	17	ratings	rating	NOUN
ertr-370	203	18	of	of	ADP
ertr-370	203	19	0	0	NUM
ertr-370	203	20	to	to	PART
ertr-370	203	21	5	5	NUM
ertr-370	203	22	.	.	PUNCT
ertr-370	203	23	recall	recall	VERB
ertr-370	203	24	that	that	SCONJ
ertr-370	203	25	reviews	review	NOUN
ertr-370	203	26	are	be	AUX
ertr-370	203	27	organized	organize	VERB
ertr-370	203	28	with	with	ADP
ertr-370	203	29	security	security	NOUN
ertr-370	203	30	considering	consider	VERB
ertr-370	203	31	ratings	rating	NOUN
ertr-370	203	32	of	of	ADP
ertr-370	203	33	0	0	NUM
ertr-370	203	34	to	to	PART
ertr-370	203	35	5	5	NUM
ertr-370	203	36	stars	star	NOUN
ertr-370	203	37	as	as	ADP
ertr-370	203	38	negative	negative	ADJ
ertr-370	203	39	reviews	review	NOUN
ertr-370	203	40	,	,	PUNCT
ertr-370	203	41	6	6	NUM
ertr-370	203	42	stars	star	NOUN
ertr-370	203	43	as	as	ADP
ertr-370	203	44	neutral	neutral	ADJ
ertr-370	203	45	reviews	review	NOUN
ertr-370	203	46	,	,	PUNCT
ertr-370	203	47	and	and	CCONJ
ertr-370	203	48	with	with	ADP
ertr-370	203	49	7	7	NUM
ertr-370	203	50	to	to	PART
ertr-370	203	51	10	10	NUM
ertr-370	203	52	stars	star	NOUN
ertr-370	203	53	as	as	ADP
ertr-370	203	54	positive	positive	ADJ
ertr-370	203	55	reviews	review	NOUN
ertr-370	203	56	.	.	PUNCT
ertr-370	204	1	the	the	DET
ertr-370	204	2	size	size	NOUN
ertr-370	204	3	of	of	ADP
ertr-370	204	4	each	each	DET
ertr-370	204	5	node	node	NOUN
ertr-370	204	6	corresponds	correspond	VERB
ertr-370	204	7	to	to	ADP
ertr-370	204	8	the	the	DET
ertr-370	204	9	betweenness	betweenness	ADJ
ertr-370	204	10	centrality	centrality	NOUN
ertr-370	204	11	of	of	ADP
ertr-370	204	12	the	the	DET
ertr-370	204	13	word	word	NOUN
ertr-370	204	14	,	,	PUNCT
ertr-370	204	15	and	and	CCONJ
ertr-370	204	16	shows	show	VERB
ertr-370	204	17	the	the	DET
ertr-370	204	18	importance	importance	NOUN
ertr-370	204	19	of	of	ADP
ertr-370	204	20	that	that	DET
ertr-370	204	21	word	word	NOUN
ertr-370	204	22	in	in	ADP
ertr-370	204	23	the	the	DET
ertr-370	204	24	network	network	NOUN
ertr-370	204	25	.	.	PUNCT
ertr-370	205	1	the	the	DET
ertr-370	205	2	result	result	NOUN
ertr-370	205	3	shows	show	VERB
ertr-370	205	4	a	a	DET
ertr-370	205	5	high	high	ADJ
ertr-370	205	6	correlation	correlation	NOUN
ertr-370	205	7	between	between	ADP
ertr-370	205	8	backpackers	backpacker	NOUN
ertr-370	205	9	'	'	PART
ertr-370	205	10	perception	perception	NOUN
ertr-370	205	11	of	of	ADP
ertr-370	205	12	security	security	NOUN
ertr-370	205	13	and	and	CCONJ
ertr-370	205	14	other	other	ADJ
ertr-370	205	15	attributes	attribute	NOUN
ertr-370	205	16	,	,	PUNCT
ertr-370	205	17	such	such	ADJ
ertr-370	205	18	as	as	ADP
ertr-370	205	19	a	a	DET
ertr-370	205	20	hostel	hostel	NOUN
ertr-370	205	21	's	's	PART
ertr-370	205	22	location	location	NOUN
ertr-370	205	23	,	,	PUNCT
ertr-370	205	24	cleanliness	cleanliness	NOUN
ertr-370	205	25	,	,	PUNCT
ertr-370	205	26	atmosphere	atmosphere	NOUN
ertr-370	205	27	,	,	PUNCT
ertr-370	205	28	and	and	CCONJ
ertr-370	205	29	staff	staff	NOUN
ertr-370	205	30	.	.	PUNCT
ertr-370	206	1	the	the	DET
ertr-370	206	2	result	result	NOUN
ertr-370	206	3	of	of	ADP
ertr-370	206	4	this	this	DET
ertr-370	206	5	analysis	analysis	NOUN
ertr-370	206	6	is	be	AUX
ertr-370	206	7	summarized	summarize	VERB
ertr-370	206	8	in	in	ADP
ertr-370	206	9	table	table	NOUN
ertr-370	206	10	5	5	NUM
ertr-370	206	11	.	.	PUNCT
ertr-370	207	1	figure	figure	NOUN
ertr-370	207	2	5	5	NUM
ertr-370	207	3	.	.	PUNCT
ertr-370	207	4	most	most	ADV
ertr-370	207	5	commonly	commonly	ADV
ertr-370	207	6	used	use	VERB
ertr-370	207	7	words	word	NOUN
ertr-370	207	8	in	in	ADP
ertr-370	207	9	backpackers	backpacker	NOUN
ertr-370	207	10	’	'	PUNCT
ertr-370	207	11	reviews	review	NOUN
ertr-370	207	12	with	with	ADP
ertr-370	207	13	negative	negative	ADJ
ertr-370	207	14	reviews	review	NOUN
ertr-370	207	15	in	in	ADP
ertr-370	207	16	table	table	NOUN
ertr-370	207	17	5	5	NUM
ertr-370	207	18	,	,	PUNCT
ertr-370	207	19	each	each	DET
ertr-370	207	20	column	column	NOUN
ertr-370	207	21	shows	show	VERB
ertr-370	207	22	the	the	DET
ertr-370	207	23	correlation	correlation	NOUN
ertr-370	207	24	between	between	ADP
ertr-370	207	25	the	the	DET
ertr-370	207	26	existence	existence	NOUN
ertr-370	207	27	of	of	ADP
ertr-370	207	28	each	each	DET
ertr-370	207	29	word	word	NOUN
ertr-370	207	30	and	and	CCONJ
ertr-370	207	31	rating	rating	NOUN
ertr-370	207	32	dimensions	dimension	NOUN
ertr-370	207	33	.	.	PUNCT
ertr-370	208	1	note	note	VERB
ertr-370	208	2	that	that	SCONJ
ertr-370	208	3	the	the	DET
ertr-370	208	4	security	security	NOUN
ertr-370	208	5	rating	rating	NOUN
ertr-370	208	6	sorted	sort	VERB
ertr-370	208	7	is	be	AUX
ertr-370	208	8	ascending	ascend	VERB
ertr-370	208	9	.	.	PUNCT
ertr-370	209	1	the	the	DET
ertr-370	209	2	word	word	NOUN
ertr-370	209	3	lock	lock	NOUN
ertr-370	209	4	is	be	AUX
ertr-370	209	5	negatively	negatively	ADV
ertr-370	209	6	correlated	correlate	VERB
ertr-370	209	7	with	with	ADP
ertr-370	209	8	security	security	NOUN
ertr-370	209	9	,	,	PUNCT
ertr-370	209	10	and	and	CCONJ
ertr-370	209	11	it	it	PRON
ertr-370	209	12	shows	show	VERB
ertr-370	209	13	that	that	SCONJ
ertr-370	209	14	the	the	DET
ertr-370	209	15	existence	existence	NOUN
ertr-370	209	16	of	of	ADP
ertr-370	209	17	this	this	DET
ertr-370	209	18	word	word	NOUN
ertr-370	209	19	in	in	ADP
ertr-370	209	20	the	the	DET
ertr-370	209	21	review	review	NOUN
ertr-370	209	22	negatively	negatively	ADV
ertr-370	209	23	impacts	impact	VERB
ertr-370	209	24	backpackers	backpacker	NOUN
ertr-370	209	25	'	'	PART
ertr-370	209	26	perception	perception	NOUN
ertr-370	209	27	of	of	ADP
ertr-370	209	28	security	security	NOUN
ertr-370	209	29	.	.	PUNCT
ertr-370	210	1	on	on	ADP
ertr-370	210	2	the	the	DET
ertr-370	210	3	other	other	ADJ
ertr-370	210	4	hand	hand	NOUN
ertr-370	210	5	,	,	PUNCT
ertr-370	210	6	the	the	DET
ertr-370	210	7	word	word	NOUN
ertr-370	210	8	help	help	NOUN
ertr-370	210	9	is	be	AUX
ertr-370	210	10	positively	positively	ADV
ertr-370	210	11	correlated	correlate	VERB
ertr-370	210	12	with	with	ADP
ertr-370	210	13	security	security	NOUN
ertr-370	210	14	.	.	PUNCT
ertr-370	211	1	the	the	DET
ertr-370	211	2	result	result	NOUN
ertr-370	211	3	shows	show	VERB
ertr-370	211	4	that	that	SCONJ
ertr-370	211	5	a	a	DET
ertr-370	211	6	variety	variety	NOUN
ertr-370	211	7	of	of	ADP
ertr-370	211	8	attributes	attribute	NOUN
ertr-370	211	9	impact	impact	NOUN
ertr-370	211	10	backpackers	backpacker	NOUN
ertr-370	211	11	'	'	PART
ertr-370	211	12	perception	perception	NOUN
ertr-370	211	13	of	of	ADP
ertr-370	211	14	security	security	NOUN
ertr-370	211	15	.	.	PUNCT
ertr-370	212	1	besides	besides	SCONJ
ertr-370	212	2	cleanliness	cleanliness	NOUN
ertr-370	212	3	(	(	PUNCT
ertr-370	212	4	words	word	NOUN
ertr-370	212	5	like	like	ADP
ertr-370	212	6	:	:	PUNCT
ertr-370	212	7	sheet	sheet	NOUN
ertr-370	212	8	,	,	PUNCT
ertr-370	212	9	room	room	NOUN
ertr-370	212	10	,	,	PUNCT
ertr-370	212	11	floor	floor	NOUN
ertr-370	212	12	,	,	PUNCT
ertr-370	212	13	etc	etc	X
ertr-370	212	14	.	.	X
ertr-370	212	15	)	)	PUNCT
ertr-370	212	16	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	213	1	e	e	NOUN
ertr-370	213	2	-	-	NOUN
ertr-370	213	3	review	review	NOUN
ertr-370	213	4	of	of	ADP
ertr-370	213	5	tourism	tourism	NOUN
ertr-370	213	6	research	research	NOUN
ertr-370	213	7	(	(	PUNCT
ertr-370	213	8	ertr	ertr	NOUN
ertr-370	213	9	)	)	PUNCT
ertr-370	213	10	,	,	PUNCT
ertr-370	213	11	vol	vol	NOUN
ertr-370	213	12	.	.	PROPN
ertr-370	214	1	16	16	NUM
ertr-370	214	2	,	,	PUNCT
ertr-370	214	3	no	no	INTJ
ertr-370	214	4	.	.	NOUN
ertr-370	214	5	4	4	NUM
ertr-370	214	6	,	,	PUNCT
ertr-370	214	7	2019	2019	NUM
ertr-370	214	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	214	9	263	263	NUM
ertr-370	214	10	and	and	CCONJ
ertr-370	214	11	location	location	NOUN
ertr-370	214	12	(	(	PUNCT
ertr-370	214	13	words	word	NOUN
ertr-370	214	14	like	like	ADP
ertr-370	214	15	:	:	PUNCT
ertr-370	214	16	locate	locate	ADJ
ertr-370	214	17	,	,	PUNCT
ertr-370	214	18	station	station	NOUN
ertr-370	214	19	,	,	PUNCT
ertr-370	214	20	area	area	NOUN
ertr-370	214	21	,	,	PUNCT
ertr-370	214	22	etc	etc	X
ertr-370	214	23	.	.	X
ertr-370	214	24	)	)	PUNCT
ertr-370	214	25	,	,	PUNCT
ertr-370	214	26	the	the	DET
ertr-370	214	27	results	result	NOUN
ertr-370	214	28	show	show	VERB
ertr-370	214	29	that	that	SCONJ
ertr-370	214	30	the	the	DET
ertr-370	214	31	staff	staff	NOUN
ertr-370	214	32	and	and	CCONJ
ertr-370	214	33	atmosphere	atmosphere	NOUN
ertr-370	214	34	of	of	ADP
ertr-370	214	35	hostels	hostel	NOUN
ertr-370	214	36	also	also	ADV
ertr-370	214	37	have	have	VERB
ertr-370	214	38	a	a	DET
ertr-370	214	39	great	great	ADJ
ertr-370	214	40	impact	impact	NOUN
ertr-370	214	41	on	on	ADP
ertr-370	214	42	the	the	DET
ertr-370	214	43	backpackers	backpacker	NOUN
ertr-370	214	44	’	'	PUNCT
ertr-370	214	45	perceptions	perception	NOUN
ertr-370	214	46	of	of	ADP
ertr-370	214	47	security	security	NOUN
ertr-370	214	48	.	.	PUNCT
ertr-370	215	1	table	table	NOUN
ertr-370	215	2	5	5	NUM
ertr-370	215	3	.	.	PUNCT
ertr-370	216	1	summary	summary	NOUN
ertr-370	216	2	of	of	ADP
ertr-370	216	3	most	most	ADV
ertr-370	216	4	commonly	commonly	ADV
ertr-370	216	5	used	use	VERB
ertr-370	216	6	words	word	NOUN
ertr-370	216	7	in	in	ADP
ertr-370	216	8	backpackers	backpacker	NOUN
ertr-370	216	9	’	'	PUNCT
ertr-370	216	10	review	review	NOUN
ertr-370	216	11	with	with	ADP
ertr-370	216	12	negative	negative	ADJ
ertr-370	216	13	reviews	review	NOUN
ertr-370	216	14	word	word	NOUN
ertr-370	216	15	b	b	PROPN
ertr-370	216	16	et	et	PROPN
ertr-370	216	17	w	w	PROPN
ertr-370	216	18	ee	ee	PROPN
ertr-370	216	19	n	n	PROPN
ertr-370	216	20	n	n	ADV
ertr-370	216	21	es	es	X
ertr-370	216	22	s	s	X
ertr-370	216	23	c	c	X
ertr-370	216	24	en	en	X
ertr-370	216	25	tr	tr	NOUN
ertr-370	216	26	a	a	DET
ertr-370	216	27	li	li	NOUN
ertr-370	217	1	ty	ty	INTJ
ertr-370	217	2	v	v	ADP
ertr-370	217	3	a	a	DET
ertr-370	217	4	lu	lu	NOUN
ertr-370	217	5	e	e	NOUN
ertr-370	217	6	fo	fo	INTJ
ertr-370	217	7	r	r	NOUN
ertr-370	217	8	m	m	VERB
ertr-370	217	9	o	o	NOUN
ertr-370	217	10	n	n	CCONJ
ertr-370	217	11	ey	ey	PROPN
ertr-370	217	12	s	s	PART
ertr-370	217	13	ec	ec	PROPN
ertr-370	217	14	u	u	NOUN
ertr-370	217	15	ri	ri	NOUN
ertr-370	218	1	ty	ty	INTJ
ertr-370	218	2	l	l	NOUN
ertr-370	218	3	o	o	NOUN
ertr-370	218	4	ca	can	AUX
ertr-370	218	5	ti	ti	X
ertr-370	218	6	o	o	NOUN
ertr-370	218	7	n	n	PROPN
ertr-370	218	8	f	f	PROPN
ertr-370	218	9	a	a	DET
ertr-370	218	10	ci	ci	NOUN
ertr-370	218	11	li	li	PROPN
ertr-370	219	1	ty	ty	INTJ
ertr-370	219	2	s	s	VERB
ertr-370	219	3	ta	ta	AUX
ertr-370	219	4	ff	ff	NOUN
ertr-370	219	5	a	a	DET
ertr-370	219	6	tm	tm	NOUN
ertr-370	219	7	o	o	NOUN
ertr-370	219	8	sp	sp	ADP
ertr-370	219	9	h	h	NOUN
ertr-370	219	10	er	er	INTJ
ertr-370	219	11	e	e	X
ertr-370	220	1	c	c	AUX
ertr-370	220	2	le	le	X
ertr-370	220	3	a	a	DET
ertr-370	220	4	n	n	X
ertr-370	220	5	li	li	PROPN
ertr-370	220	6	n	n	ADP
ertr-370	220	7	es	es	X
ertr-370	220	8	s	s	X
ertr-370	220	9	lock	lock	NOUN
ertr-370	220	10	0.02	0.02	NUM
ertr-370	220	11	0.02	0.02	NUM
ertr-370	220	12	-0.16	-0.16	NUM
ertr-370	220	13	-0.01	-0.01	NUM
ertr-370	220	14	0.02	0.02	NUM
ertr-370	220	15	-0.06	-0.06	NUM
ertr-370	220	16	-0.04	-0.04	NUM
ertr-370	220	17	-0.06	-0.06	PROPN
ertr-370	220	18	door	door	NOUN
ertr-370	220	19	0.01	0.01	NUM
ertr-370	220	20	0.00	0.00	NUM
ertr-370	220	21	-0.14	-0.14	NUM
ertr-370	220	22	-0.04	-0.04	NUM
ertr-370	220	23	0.00	0.00	NUM
ertr-370	220	24	-0.08	-0.08	NUM
ertr-370	220	25	-0.08	-0.08	PRON
ertr-370	220	26	-0.08	-0.08	PRON
ertr-370	220	27	book	book	NOUN
ertr-370	220	28	0.03	0.03	NUM
ertr-370	220	29	-0.01	-0.01	NUM
ertr-370	220	30	-0.12	-0.12	NUM
ertr-370	220	31	-0.09	-0.09	NUM
ertr-370	220	32	-0.01	-0.01	NUM
ertr-370	220	33	-0.16	-0.16	PROPN
ertr-370	220	34	-0.12	-0.12	NUM
ertr-370	220	35	-0.11	-0.11	NUM
ertr-370	220	36	room	room	NOUN
ertr-370	220	37	0.07	0.07	NUM
ertr-370	220	38	0.02	0.02	NUM
ertr-370	220	39	-0.12	-0.12	NUM
ertr-370	220	40	-0.02	-0.02	NUM
ertr-370	220	41	0.02	0.02	NUM
ertr-370	220	42	-0.11	-0.11	NUM
ertr-370	220	43	-0.15	-0.15	NUM
ertr-370	220	44	-0.15	-0.15	NUM
ertr-370	220	45	night	night	NOUN
ertr-370	220	46	0.02	0.02	NUM
ertr-370	220	47	0.02	0.02	NUM
ertr-370	220	48	-0.08	-0.08	NUM
ertr-370	220	49	-0.06	-0.06	NUM
ertr-370	220	50	0.02	0.02	NUM
ertr-370	220	51	-0.08	-0.08	PRON
ertr-370	220	52	-0.08	-0.08	PRON
ertr-370	220	53	-0.08	-0.08	NOUN
ertr-370	220	54	sheet	sheet	NOUN
ertr-370	220	55	0.01	0.01	NUM
ertr-370	220	56	-0.02	-0.02	NUM
ertr-370	220	57	-0.08	-0.08	NUM
ertr-370	220	58	-0.05	-0.05	NUM
ertr-370	220	59	-0.02	-0.02	NUM
ertr-370	220	60	-0.09	-0.09	NUM
ertr-370	220	61	-0.08	-0.08	NUM
ertr-370	220	62	-0.14	-0.14	NOUN
ertr-370	220	63	floor	floor	NOUN
ertr-370	220	64	0.02	0.02	NUM
ertr-370	220	65	0.01	0.01	NUM
ertr-370	220	66	-0.07	-0.07	NUM
ertr-370	220	67	-0.01	-0.01	NUM
ertr-370	220	68	0.00	0.00	NUM
ertr-370	220	69	-0.06	-0.06	NUM
ertr-370	220	70	-0.08	-0.08	NUM
ertr-370	220	71	-0.11	-0.11	ADJ
ertr-370	220	72	work	work	NOUN
ertr-370	220	73	0.02	0.02	NUM
ertr-370	220	74	0.02	0.02	NUM
ertr-370	220	75	-0.06	-0.06	NUM
ertr-370	220	76	-0.02	-0.02	NUM
ertr-370	220	77	0.02	0.02	NUM
ertr-370	220	78	-0.07	-0.07	NUM
ertr-370	220	79	-0.05	-0.05	NUM
ertr-370	220	80	-0.07	-0.07	NUM
ertr-370	220	81	hour	hour	NOUN
ertr-370	220	82	0.01	0.01	NUM
ertr-370	220	83	-0.02	-0.02	NUM
ertr-370	220	84	-0.06	-0.06	NUM
ertr-370	220	85	-0.08	-0.08	NUM
ertr-370	220	86	-0.02	-0.02	NUM
ertr-370	220	87	-0.09	-0.09	NUM
ertr-370	220	88	-0.07	-0.07	NUM
ertr-370	220	89	-0.06	-0.06	NUM
ertr-370	220	90	con	con	PROPN
ertr-370	220	91	0.05	0.05	NUM
ertr-370	220	92	0.02	0.02	NUM
ertr-370	220	93	-0.06	-0.06	NUM
ertr-370	220	94	-0.03	-0.03	NUM
ertr-370	220	95	0.01	0.01	NUM
ertr-370	220	96	-0.08	-0.08	NUM
ertr-370	220	97	-0.08	-0.08	NUM
ertr-370	220	98	-0.06	-0.06	NUM
ertr-370	220	99	change	change	NOUN
ertr-370	220	100	0.01	0.01	NUM
ertr-370	220	101	-0.01	-0.01	NUM
ertr-370	220	102	-0.06	-0.06	NUM
ertr-370	220	103	-0.04	-0.04	NUM
ertr-370	220	104	0.00	0.00	NUM
ertr-370	220	105	-0.08	-0.08	NUM
ertr-370	220	106	-0.06	-0.06	NUM
ertr-370	220	107	-0.08	-0.08	NUM
ertr-370	220	108	people	people	NOUN
ertr-370	220	109	0.03	0.03	NUM
ertr-370	220	110	0.00	0.00	NUM
ertr-370	220	111	-0.04	-0.04	NUM
ertr-370	220	112	0.00	0.00	NUM
ertr-370	220	113	0.00	0.00	NUM
ertr-370	220	114	-0.02	-0.02	NUM
ertr-370	220	115	0.01	0.01	NUM
ertr-370	220	116	-0.04	-0.04	NUM
ertr-370	220	117	day	day	NOUN
ertr-370	220	118	0.03	0.03	NUM
ertr-370	220	119	0.01	0.01	NUM
ertr-370	220	120	-0.03	-0.03	NUM
ertr-370	220	121	-0.02	-0.02	NUM
ertr-370	220	122	0.01	0.01	NUM
ertr-370	220	123	-0.05	-0.05	NUM
ertr-370	220	124	-0.03	-0.03	NUM
ertr-370	220	125	-0.04	-0.04	NUM
ertr-370	220	126	thing	thing	NOUN
ertr-370	220	127	0.02	0.02	NUM
ertr-370	220	128	0.00	0.00	NUM
ertr-370	220	129	-0.02	-0.02	NUM
ertr-370	220	130	0.01	0.01	NUM
ertr-370	220	131	0.00	0.00	NUM
ertr-370	220	132	-0.02	-0.02	NUM
ertr-370	220	133	-0.01	-0.01	NUM
ertr-370	220	134	-0.02	-0.02	NUM
ertr-370	220	135	hand	hand	NOUN
ertr-370	220	136	0.03	0.03	NUM
ertr-370	220	137	0.01	0.01	NUM
ertr-370	220	138	-0.02	-0.02	NUM
ertr-370	220	139	0.00	0.00	NUM
ertr-370	220	140	0.01	0.01	NUM
ertr-370	220	141	-0.02	-0.02	NUM
ertr-370	220	142	-0.02	-0.02	NUM
ertr-370	220	143	-0.02	-0.02	NUM
ertr-370	220	144	hotel	hotel	NOUN
ertr-370	220	145	0.06	0.06	NUM
ertr-370	220	146	-0.04	-0.04	NUM
ertr-370	220	147	-0.01	-0.01	NUM
ertr-370	220	148	-0.05	-0.05	NUM
ertr-370	220	149	-0.04	-0.04	NUM
ertr-370	220	150	-0.04	-0.04	NUM
ertr-370	220	151	-0.11	-0.11	NUM
ertr-370	220	152	0.00	0.00	NUM
ertr-370	220	153	price	price	NOUN
ertr-370	220	154	0.01	0.01	NUM
ertr-370	220	155	-0.01	-0.01	NUM
ertr-370	220	156	-0.01	-0.01	NUM
ertr-370	220	157	-0.01	-0.01	NUM
ertr-370	220	158	-0.01	-0.01	NUM
ertr-370	220	159	-0.02	-0.02	NUM
ertr-370	220	160	-0.04	-0.04	NUM
ertr-370	220	161	-0.02	-0.02	NUM
ertr-370	220	162	shame	shame	NOUN
ertr-370	220	163	0.01	0.01	NUM
ertr-370	220	164	0.00	0.00	NUM
ertr-370	220	165	-0.01	-0.01	NUM
ertr-370	220	166	0.00	0.00	NUM
ertr-370	220	167	0.00	0.00	NUM
ertr-370	220	168	-0.02	-0.02	NUM
ertr-370	220	169	-0.01	-0.01	NUM
ertr-370	220	170	-0.02	-0.02	NUM
ertr-370	220	171	block	block	NOUN
ertr-370	220	172	0.01	0.01	NUM
ertr-370	220	173	0.00	0.00	NUM
ertr-370	220	174	0.00	0.00	NUM
ertr-370	220	175	0.00	0.00	NUM
ertr-370	220	176	0.00	0.00	NUM
ertr-370	220	177	0.00	0.00	NUM
ertr-370	220	178	-0.01	-0.01	NUM
ertr-370	220	179	-0.01	-0.01	NUM
ertr-370	220	180	hostel	hostel	NOUN
ertr-370	220	181	0.11	0.11	NUM
ertr-370	220	182	0.06	0.06	NUM
ertr-370	220	183	0.01	0.01	NUM
ertr-370	220	184	0.02	0.02	NUM
ertr-370	220	185	0.06	0.06	NUM
ertr-370	220	186	0.01	0.01	NUM
ertr-370	220	187	0.06	0.06	NUM
ertr-370	220	188	0.03	0.03	NUM
ertr-370	220	189	time	time	NOUN
ertr-370	220	190	0.05	0.05	NUM
ertr-370	220	191	0.00	0.00	NUM
ertr-370	220	192	0.01	0.01	NUM
ertr-370	220	193	0.02	0.02	NUM
ertr-370	220	194	0.00	0.00	NUM
ertr-370	220	195	0.00	0.00	NUM
ertr-370	220	196	0.05	0.05	NUM
ertr-370	220	197	0.01	0.01	NUM
ertr-370	220	198	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	220	199	e	e	NOUN
ertr-370	220	200	-	-	NOUN
ertr-370	220	201	review	review	NOUN
ertr-370	220	202	of	of	ADP
ertr-370	220	203	tourism	tourism	NOUN
ertr-370	220	204	research	research	NOUN
ertr-370	220	205	(	(	PUNCT
ertr-370	220	206	ertr	ertr	NOUN
ertr-370	220	207	)	)	PUNCT
ertr-370	220	208	,	,	PUNCT
ertr-370	220	209	vol	vol	NOUN
ertr-370	220	210	.	.	PROPN
ertr-370	220	211	16	16	NUM
ertr-370	220	212	,	,	PUNCT
ertr-370	220	213	no	no	INTJ
ertr-370	220	214	.	.	NOUN
ertr-370	220	215	4	4	NUM
ertr-370	220	216	,	,	PUNCT
ertr-370	220	217	2019	2019	NUM
ertr-370	220	218	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	220	219	264	264	NUM
ertr-370	220	220	word	word	NOUN
ertr-370	220	221	b	b	PROPN
ertr-370	220	222	et	et	PROPN
ertr-370	220	223	w	w	PROPN
ertr-370	220	224	ee	ee	PROPN
ertr-370	220	225	n	n	PROPN
ertr-370	220	226	n	n	ADV
ertr-370	220	227	es	es	X
ertr-370	220	228	s	s	X
ertr-370	220	229	c	c	X
ertr-370	220	230	en	en	X
ertr-370	220	231	tr	tr	NOUN
ertr-370	220	232	a	a	DET
ertr-370	220	233	li	li	NOUN
ertr-370	220	234	ty	ty	INTJ
ertr-370	220	235	v	v	ADP
ertr-370	220	236	a	a	DET
ertr-370	220	237	lu	lu	NOUN
ertr-370	220	238	e	e	NOUN
ertr-370	220	239	fo	fo	INTJ
ertr-370	220	240	r	r	NOUN
ertr-370	220	241	m	m	VERB
ertr-370	220	242	o	o	NOUN
ertr-370	220	243	n	n	CCONJ
ertr-370	220	244	ey	ey	PROPN
ertr-370	220	245	s	s	PART
ertr-370	220	246	ec	ec	PROPN
ertr-370	220	247	u	u	NOUN
ertr-370	220	248	ri	ri	NOUN
ertr-370	221	1	ty	ty	INTJ
ertr-370	221	2	l	l	NOUN
ertr-370	221	3	o	o	NOUN
ertr-370	221	4	ca	can	AUX
ertr-370	221	5	ti	ti	X
ertr-370	221	6	o	o	NOUN
ertr-370	221	7	n	n	PROPN
ertr-370	221	8	f	f	PROPN
ertr-370	221	9	a	a	DET
ertr-370	221	10	ci	ci	NOUN
ertr-370	221	11	li	li	PROPN
ertr-370	222	1	ty	ty	INTJ
ertr-370	222	2	s	s	VERB
ertr-370	222	3	ta	ta	AUX
ertr-370	222	4	ff	ff	NOUN
ertr-370	222	5	a	a	DET
ertr-370	222	6	tm	tm	NOUN
ertr-370	222	7	o	o	NOUN
ertr-370	222	8	sp	sp	ADP
ertr-370	222	9	h	h	NOUN
ertr-370	222	10	er	er	INTJ
ertr-370	222	11	e	e	X
ertr-370	223	1	c	c	X
ertr-370	223	2	le	le	X
ertr-370	223	3	a	a	DET
ertr-370	223	4	n	n	X
ertr-370	223	5	li	li	PROPN
ertr-370	223	6	n	n	ADP
ertr-370	223	7	es	es	PROPN
ertr-370	223	8	s	s	PART
ertr-370	223	9	area	area	NOUN
ertr-370	223	10	0.02	0.02	NUM
ertr-370	223	11	0.07	0.07	NUM
ertr-370	223	12	0.01	0.01	NUM
ertr-370	223	13	-0.01	-0.01	NUM
ertr-370	223	14	0.07	0.07	NUM
ertr-370	223	15	0.02	0.02	NUM
ertr-370	223	16	0.01	0.01	NUM
ertr-370	223	17	0.03	0.03	NUM
ertr-370	223	18	bit	bit	NOUN
ertr-370	223	19	0.02	0.02	NUM
ertr-370	223	20	0.02	0.02	NUM
ertr-370	223	21	0.01	0.01	NUM
ertr-370	223	22	-0.03	-0.03	NUM
ertr-370	223	23	0.02	0.02	NUM
ertr-370	223	24	0.01	0.01	NUM
ertr-370	223	25	-0.01	-0.01	NUM
ertr-370	223	26	-0.01	-0.01	NUM
ertr-370	223	27	right	right	ADJ
ertr-370	223	28	0.01	0.01	NUM
ertr-370	223	29	0.00	0.00	NUM
ertr-370	223	30	0.02	0.02	NUM
ertr-370	223	31	0.05	0.05	NUM
ertr-370	223	32	0.00	0.00	NUM
ertr-370	223	33	0.03	0.03	NUM
ertr-370	223	34	0.02	0.02	NUM
ertr-370	223	35	0.03	0.03	NUM
ertr-370	223	36	travel	travel	NOUN
ertr-370	223	37	0.01	0.01	NUM
ertr-370	223	38	0.02	0.02	NUM
ertr-370	223	39	0.03	0.03	NUM
ertr-370	223	40	0.02	0.02	NUM
ertr-370	223	41	0.02	0.02	NUM
ertr-370	223	42	0.03	0.03	NUM
ertr-370	223	43	0.04	0.04	NUM
ertr-370	223	44	0.04	0.04	NUM
ertr-370	223	45	place	place	NOUN
ertr-370	223	46	0.02	0.02	NUM
ertr-370	223	47	0.00	0.00	NUM
ertr-370	223	48	0.04	0.04	NUM
ertr-370	223	49	0.02	0.02	NUM
ertr-370	223	50	0.00	0.00	NUM
ertr-370	223	51	0.05	0.05	NUM
ertr-370	223	52	0.05	0.05	NUM
ertr-370	223	53	0.05	0.05	NUM
ertr-370	223	54	station	station	NOUN
ertr-370	223	55	0.02	0.02	NUM
ertr-370	223	56	0.01	0.01	NUM
ertr-370	223	57	0.04	0.04	NUM
ertr-370	223	58	0.00	0.00	NUM
ertr-370	223	59	0.01	0.01	NUM
ertr-370	223	60	0.04	0.04	NUM
ertr-370	223	61	0.00	0.00	NUM
ertr-370	223	62	0.06	0.06	NUM
ertr-370	223	63	breakfast	breakfast	NOUN
ertr-370	223	64	0.02	0.02	NUM
ertr-370	223	65	0.07	0.07	NUM
ertr-370	223	66	0.06	0.06	NUM
ertr-370	223	67	0.04	0.04	NUM
ertr-370	223	68	0.07	0.07	NUM
ertr-370	223	69	0.04	0.04	NUM
ertr-370	223	70	0.02	0.02	NUM
ertr-370	223	71	0.06	0.06	NUM
ertr-370	223	72	stay	stay	NOUN
ertr-370	223	73	0.03	0.03	NUM
ertr-370	223	74	0.03	0.03	NUM
ertr-370	223	75	0.07	0.07	NUM
ertr-370	223	76	0.07	0.07	NUM
ertr-370	223	77	0.03	0.03	NUM
ertr-370	223	78	0.09	0.09	NUM
ertr-370	223	79	0.1	0.1	NUM
ertr-370	223	80	0.08	0.08	NUM
ertr-370	223	81	locate	locate	ADJ
ertr-370	223	82	0.05	0.05	NUM
ertr-370	223	83	0.04	0.04	NUM
ertr-370	223	84	0.07	0.07	NUM
ertr-370	223	85	0.17	0.17	NUM
ertr-370	223	86	0.04	0.04	NUM
ertr-370	223	87	0.07	0.07	NUM
ertr-370	223	88	0.04	0.04	NUM
ertr-370	223	89	0.06	0.06	NUM
ertr-370	223	90	staff	staff	NOUN
ertr-370	223	91	0.07	0.07	NUM
ertr-370	223	92	0.06	0.06	NUM
ertr-370	223	93	0.08	0.08	NUM
ertr-370	223	94	0.09	0.09	NUM
ertr-370	223	95	0.06	0.06	NUM
ertr-370	223	96	0.10	0.10	NUM
ertr-370	223	97	0.11	0.11	NUM
ertr-370	223	98	0.09	0.09	NUM
ertr-370	223	99	friend	friend	NOUN
ertr-370	223	100	0.01	0.01	NUM
ertr-370	223	101	0.05	0.05	NUM
ertr-370	223	102	0.10	0.10	NUM
ertr-370	223	103	0.09	0.09	NUM
ertr-370	223	104	0.05	0.05	NUM
ertr-370	223	105	0.15	0.15	NUM
ertr-370	223	106	0.13	0.13	NUM
ertr-370	223	107	0.12	0.12	NUM
ertr-370	223	108	help	help	NOUN
ertr-370	223	109	0.05	0.05	NUM
ertr-370	223	110	0.07	0.07	NUM
ertr-370	223	111	0.14	0.14	NUM
ertr-370	223	112	0.11	0.11	NUM
ertr-370	223	113	0.07	0.07	NUM
ertr-370	223	114	0.19	0.19	NUM
ertr-370	223	115	0.14	0.14	NUM
ertr-370	223	116	0.15	0.15	NUM
ertr-370	223	117	here	here	ADV
ertr-370	223	118	are	be	AUX
ertr-370	223	119	some	some	PRON
ertr-370	223	120	of	of	ADP
ertr-370	223	121	the	the	DET
ertr-370	223	122	examples	example	NOUN
ertr-370	223	123	of	of	ADP
ertr-370	223	124	reviews	review	NOUN
ertr-370	223	125	that	that	PRON
ertr-370	223	126	show	show	VERB
ertr-370	223	127	how	how	SCONJ
ertr-370	223	128	staff	staff	NOUN
ertr-370	223	129	and	and	CCONJ
ertr-370	223	130	atmosphere	atmosphere	NOUN
ertr-370	223	131	damaged	damage	VERB
ertr-370	223	132	backpackers	backpacker	NOUN
ertr-370	223	133	’	'	PUNCT
ertr-370	223	134	perception	perception	NOUN
ertr-370	223	135	of	of	ADP
ertr-370	223	136	security	security	NOUN
ertr-370	223	137	:	:	PUNCT
ertr-370	223	138	example	example	NOUN
ertr-370	223	139	1	1	NUM
ertr-370	223	140	:	:	PUNCT
ertr-370	223	141	“	"	PUNCT
ertr-370	223	142	do	do	AUX
ertr-370	223	143	not	not	PART
ertr-370	223	144	stay	stay	VERB
ertr-370	223	145	here!i	here!i	PROPN
ertr-370	223	146	caught	catch	VERB
ertr-370	223	147	one	one	NUM
ertr-370	223	148	of	of	ADP
ertr-370	223	149	the	the	DET
ertr-370	223	150	staff	staff	NOUN
ertr-370	223	151	member	member	NOUN
ertr-370	223	152	stealing	steal	VERB
ertr-370	223	153	money	money	NOUN
ertr-370	223	154	and	and	CCONJ
ertr-370	223	155	shoes	shoe	NOUN
ertr-370	223	156	from	from	ADP
ertr-370	223	157	my	my	PRON
ertr-370	223	158	room	room	NOUN
ertr-370	223	159	.	.	PUNCT
ertr-370	223	160	”	"	PUNCT
ertr-370	223	161	example	example	NOUN
ertr-370	223	162	2	2	NUM
ertr-370	223	163	:	:	PUNCT
ertr-370	223	164	“	"	PUNCT
ertr-370	223	165	the	the	DET
ertr-370	223	166	staff	staff	NOUN
ertr-370	223	167	steal	steal	VERB
ertr-370	223	168	money	money	NOUN
ertr-370	223	169	from	from	ADP
ertr-370	223	170	you	you	PRON
ertr-370	223	171	!	!	PUNCT
ertr-370	224	1	they	they	PRON
ertr-370	224	2	pretend	pretend	VERB
ertr-370	224	3	they	they	PRON
ertr-370	224	4	ca	can	AUX
ertr-370	224	5	n’t	not	PART
ertr-370	224	6	speak	speak	VERB
ertr-370	224	7	english	english	PROPN
ertr-370	224	8	and	and	CCONJ
ertr-370	224	9	they	they	PRON
ertr-370	224	10	can	can	AUX
ertr-370	224	11	!	!	PUNCT
ertr-370	225	1	they	they	PRON
ertr-370	225	2	are	be	AUX
ertr-370	225	3	always	always	ADV
ertr-370	225	4	aware	aware	ADJ
ertr-370	225	5	of	of	ADP
ertr-370	225	6	what	what	PRON
ertr-370	225	7	is	be	AUX
ertr-370	225	8	going	go	VERB
ertr-370	225	9	on	on	ADP
ertr-370	225	10	,	,	PUNCT
ertr-370	225	11	and	and	CCONJ
ertr-370	225	12	they	they	PRON
ertr-370	225	13	are	be	AUX
ertr-370	225	14	they	they	PRON
ertr-370	225	15	always	always	ADV
ertr-370	225	16	try	try	VERB
ertr-370	225	17	steal	steal	VERB
ertr-370	225	18	things	thing	NOUN
ertr-370	225	19	!	!	PUNCT
ertr-370	225	20	”	"	PUNCT
ertr-370	226	1	example	example	NOUN
ertr-370	226	2	3	3	NUM
ertr-370	226	3	:	:	PUNCT
ertr-370	226	4	"	"	PUNCT
ertr-370	226	5	there	there	PRON
ertr-370	226	6	were	be	VERB
ertr-370	226	7	holes	hole	NOUN
ertr-370	226	8	in	in	ADP
ertr-370	226	9	the	the	DET
ertr-370	226	10	wall	wall	NOUN
ertr-370	226	11	,	,	PUNCT
ertr-370	226	12	and	and	CCONJ
ertr-370	226	13	they	they	PRON
ertr-370	226	14	wake	wake	VERB
ertr-370	226	15	you	you	PRON
ertr-370	226	16	up	up	ADP
ertr-370	226	17	every	every	DET
ertr-370	226	18	day	day	NOUN
ertr-370	226	19	around	around	ADP
ertr-370	226	20	9	9	NUM
ertr-370	226	21	and	and	CCONJ
ertr-370	226	22	take	take	VERB
ertr-370	226	23	your	your	PRON
ertr-370	226	24	bed	bed	NOUN
ertr-370	226	25	.	.	PUNCT
ertr-370	227	1	the	the	DET
ertr-370	227	2	shower	shower	NOUN
ertr-370	227	3	near	near	ADP
ertr-370	227	4	my	my	PRON
ertr-370	227	5	room	room	NOUN
ertr-370	227	6	did	do	AUX
ertr-370	227	7	n't	not	PART
ertr-370	227	8	have	have	VERB
ertr-370	227	9	a	a	DET
ertr-370	227	10	knob	knob	NOUN
ertr-370	227	11	on	on	ADP
ertr-370	227	12	it	it	PRON
ertr-370	227	13	to	to	PART
ertr-370	227	14	control	control	VERB
ertr-370	227	15	the	the	DET
ertr-370	227	16	temp	temp	NOUN
ertr-370	227	17	,	,	PUNCT
ertr-370	227	18	and	and	CCONJ
ertr-370	227	19	most	most	ADJ
ertr-370	227	20	of	of	ADP
ertr-370	227	21	the	the	DET
ertr-370	227	22	toilet	toilet	NOUN
ertr-370	227	23	seats	seat	NOUN
ertr-370	227	24	were	be	AUX
ertr-370	227	25	not	not	PART
ertr-370	227	26	attached	attach	VERB
ertr-370	227	27	to	to	ADP
ertr-370	227	28	the	the	DET
ertr-370	227	29	toilets	toilet	NOUN
ertr-370	227	30	.	.	PUNCT
ertr-370	228	1	staff	staff	NOUN
ertr-370	228	2	also	also	ADV
ertr-370	228	3	likes	like	VERB
ertr-370	228	4	to	to	PART
ertr-370	228	5	steal	steal	VERB
ertr-370	228	6	your	your	PRON
ertr-370	228	7	stuff	stuff	NOUN
ertr-370	228	8	.	.	PUNCT
ertr-370	228	9	"	"	PUNCT
ertr-370	229	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	229	2	e	e	NOUN
ertr-370	229	3	-	-	NOUN
ertr-370	229	4	review	review	NOUN
ertr-370	229	5	of	of	ADP
ertr-370	229	6	tourism	tourism	NOUN
ertr-370	229	7	research	research	NOUN
ertr-370	229	8	(	(	PUNCT
ertr-370	229	9	ertr	ertr	NOUN
ertr-370	229	10	)	)	PUNCT
ertr-370	229	11	,	,	PUNCT
ertr-370	229	12	vol	vol	NOUN
ertr-370	229	13	.	.	PROPN
ertr-370	229	14	16	16	NUM
ertr-370	229	15	,	,	PUNCT
ertr-370	229	16	no	no	INTJ
ertr-370	229	17	.	.	NOUN
ertr-370	229	18	4	4	NUM
ertr-370	229	19	,	,	PUNCT
ertr-370	229	20	2019	2019	NUM
ertr-370	229	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	229	22	265	265	NUM
ertr-370	229	23	example	example	NOUN
ertr-370	229	24	4	4	NUM
ertr-370	229	25	:	:	PUNCT
ertr-370	229	26	"	"	PUNCT
ertr-370	229	27	i	i	PRON
ertr-370	229	28	gave	give	VERB
ertr-370	229	29	security	security	NOUN
ertr-370	229	30	a	a	DET
ertr-370	229	31	low	low	ADJ
ertr-370	229	32	grading	grading	NOUN
ertr-370	229	33	because	because	SCONJ
ertr-370	229	34	i	i	PRON
ertr-370	229	35	feel	feel	VERB
ertr-370	229	36	that	that	SCONJ
ertr-370	229	37	the	the	DET
ertr-370	229	38	extra	extra	ADJ
ertr-370	229	39	keys	key	NOUN
ertr-370	229	40	of	of	ADP
ertr-370	229	41	the	the	DET
ertr-370	229	42	rooms	room	NOUN
ertr-370	229	43	should	should	AUX
ertr-370	229	44	n't	not	PART
ertr-370	229	45	be	be	AUX
ertr-370	229	46	hanging	hang	VERB
ertr-370	229	47	in	in	ADP
ertr-370	229	48	the	the	DET
ertr-370	229	49	open	open	NOUN
ertr-370	229	50	in	in	ADP
ertr-370	229	51	the	the	DET
ertr-370	229	52	staff	staff	NOUN
ertr-370	229	53	office	office	NOUN
ertr-370	229	54	.	.	PUNCT
ertr-370	230	1	anyone	anyone	PRON
ertr-370	230	2	could	could	AUX
ertr-370	230	3	have	have	AUX
ertr-370	230	4	just	just	ADV
ertr-370	230	5	gone	go	VERB
ertr-370	230	6	in	in	ADV
ertr-370	230	7	,	,	PUNCT
ertr-370	230	8	distract	distract	VERB
ertr-370	230	9	the	the	DET
ertr-370	230	10	receptionist	receptionist	ADJ
ertr-370	230	11	guy	guy	NOUN
ertr-370	230	12	,	,	PUNCT
ertr-370	230	13	and	and	CCONJ
ertr-370	230	14	steal	steal	VERB
ertr-370	230	15	the	the	DET
ertr-370	230	16	keys	key	NOUN
ertr-370	230	17	!	!	PUNCT
ertr-370	231	1	other	other	ADJ
ertr-370	231	2	than	than	ADP
ertr-370	231	3	that	that	PRON
ertr-370	231	4	,	,	PUNCT
ertr-370	231	5	did	do	AUX
ertr-370	231	6	n't	not	PART
ertr-370	231	7	expect	expect	VERB
ertr-370	231	8	to	to	PART
ertr-370	231	9	clear	clear	VERB
ertr-370	231	10	the	the	DET
ertr-370	231	11	bed	bed	NOUN
ertr-370	231	12	sheets	sheet	VERB
ertr-370	231	13	myself	myself	PRON
ertr-370	231	14	too	too	ADV
ertr-370	231	15	.	.	PUNCT
ertr-370	231	16	"	"	PUNCT
ertr-370	232	1	example	example	NOUN
ertr-370	232	2	5	5	NUM
ertr-370	232	3	.	.	PUNCT
ertr-370	233	1	"	"	PUNCT
ertr-370	233	2	this	this	DET
ertr-370	233	3	place	place	NOUN
ertr-370	233	4	was	be	AUX
ertr-370	233	5	not	not	PART
ertr-370	233	6	as	as	ADP
ertr-370	233	7	described	describe	VERB
ertr-370	233	8	on	on	ADP
ertr-370	233	9	the	the	DET
ertr-370	233	10	internet	internet	NOUN
ertr-370	233	11	and	and	CCONJ
ertr-370	233	12	it	it	PRON
ertr-370	233	13	was	be	AUX
ertr-370	233	14	very	very	ADV
ertr-370	233	15	smelly	smelly	ADV
ertr-370	233	16	,	,	PUNCT
ertr-370	233	17	and	and	CCONJ
ertr-370	233	18	the	the	DET
ertr-370	233	19	people	people	NOUN
ertr-370	233	20	staying	stay	VERB
ertr-370	233	21	here	here	ADV
ertr-370	233	22	appeared	appear	VERB
ertr-370	233	23	to	to	PART
ertr-370	233	24	be	be	AUX
ertr-370	233	25	very	very	ADV
ertr-370	233	26	"	"	PUNCT
ertr-370	233	27	unsavoury	unsavoury	ADJ
ertr-370	233	28	"	"	PUNCT
ertr-370	233	29	i	i	PRON
ertr-370	233	30	would	would	AUX
ertr-370	233	31	not	not	PART
ertr-370	233	32	have	have	AUX
ertr-370	233	33	felt	feel	VERB
ertr-370	233	34	safe	safe	ADJ
ertr-370	233	35	here	here	ADV
ertr-370	233	36	and	and	CCONJ
ertr-370	233	37	left	leave	VERB
ertr-370	233	38	as	as	ADV
ertr-370	233	39	soon	soon	ADV
ertr-370	233	40	as	as	SCONJ
ertr-370	233	41	i	i	PRON
ertr-370	233	42	saw	see	VERB
ertr-370	233	43	the	the	DET
ertr-370	233	44	place	place	NOUN
ertr-370	233	45	.	.	PUNCT
ertr-370	233	46	"	"	PUNCT
ertr-370	234	1	example	example	NOUN
ertr-370	234	2	6	6	NUM
ertr-370	234	3	.	.	PUNCT
ertr-370	235	1	“	"	PUNCT
ertr-370	235	2	do	do	AUX
ertr-370	235	3	not	not	PART
ertr-370	235	4	stay	stay	VERB
ertr-370	235	5	here	here	ADV
ertr-370	235	6	!	!	PUNCT
ertr-370	236	1	most	most	ADJ
ertr-370	236	2	of	of	ADP
ertr-370	236	3	the	the	DET
ertr-370	236	4	people	people	NOUN
ertr-370	236	5	who	who	PRON
ertr-370	236	6	stay	stay	VERB
ertr-370	236	7	here	here	ADV
ertr-370	236	8	are	be	AUX
ertr-370	236	9	long	long	ADJ
ertr-370	236	10	term	term	NOUN
ertr-370	236	11	residents	resident	NOUN
ertr-370	236	12	.	.	PUNCT
ertr-370	237	1	i	i	PRON
ertr-370	237	2	had	have	VERB
ertr-370	237	3	to	to	PART
ertr-370	237	4	call	call	VERB
ertr-370	237	5	the	the	DET
ertr-370	237	6	police	police	NOUN
ertr-370	237	7	while	while	SCONJ
ertr-370	237	8	staying	stay	VERB
ertr-370	237	9	here	here	ADV
ertr-370	237	10	as	as	ADP
ertr-370	237	11	putting	put	VERB
ertr-370	237	12	it	it	PRON
ertr-370	237	13	nicely	nicely	ADV
ertr-370	237	14	you	you	PRON
ertr-370	237	15	would	would	AUX
ertr-370	237	16	say	say	VERB
ertr-370	237	17	that	that	SCONJ
ertr-370	237	18	these	these	DET
ertr-370	237	19	residents	resident	NOUN
ertr-370	237	20	are	be	AUX
ertr-370	237	21	not	not	PART
ertr-370	237	22	of	of	ADP
ertr-370	237	23	good	good	ADJ
ertr-370	237	24	character	character	NOUN
ertr-370	237	25	.	.	PUNCT
ertr-370	238	1	the	the	DET
ertr-370	238	2	police	police	NOUN
ertr-370	238	3	told	tell	VERB
ertr-370	238	4	me	i	PRON
ertr-370	238	5	that	that	SCONJ
ertr-370	238	6	they	they	PRON
ertr-370	238	7	are	be	AUX
ertr-370	238	8	frequently	frequently	ADV
ertr-370	238	9	called	call	VERB
ertr-370	238	10	to	to	ADP
ertr-370	238	11	this	this	DET
ertr-370	238	12	hostel	hostel	NOUN
ertr-370	238	13	either	either	CCONJ
ertr-370	238	14	because	because	SCONJ
ertr-370	238	15	the	the	DET
ertr-370	238	16	long	long	ADJ
ertr-370	238	17	term	term	NOUN
ertr-370	238	18	residents	resident	NOUN
ertr-370	238	19	are	be	AUX
ertr-370	238	20	picking	pick	VERB
ertr-370	238	21	on	on	ADP
ertr-370	238	22	someone	someone	PRON
ertr-370	238	23	staying	stay	VERB
ertr-370	238	24	there	there	ADV
ertr-370	238	25	or	or	CCONJ
ertr-370	238	26	are	be	AUX
ertr-370	238	27	fighting	fight	VERB
ertr-370	238	28	amongst	amongst	ADP
ertr-370	238	29	themselves	themselves	PRON
ertr-370	238	30	.	.	PUNCT
ertr-370	239	1	be	be	AUX
ertr-370	239	2	warned	warn	VERB
ertr-370	239	3	,	,	PUNCT
ertr-370	239	4	you	you	PRON
ertr-370	239	5	stay	stay	VERB
ertr-370	239	6	here	here	ADV
ertr-370	239	7	at	at	ADP
ertr-370	239	8	risk	risk	NOUN
ertr-370	239	9	for	for	ADP
ertr-370	239	10	your	your	PRON
ertr-370	239	11	safety	safety	NOUN
ertr-370	239	12	.	.	PUNCT
ertr-370	240	1	better	well	ADJ
ertr-370	240	2	choices	choice	NOUN
ertr-370	240	3	of	of	ADP
ertr-370	240	4	places	place	NOUN
ertr-370	240	5	to	to	PART
ertr-370	240	6	stay	stay	VERB
ertr-370	240	7	would	would	AUX
ertr-370	240	8	be	be	AUX
ertr-370	240	9	some	some	PRON
ertr-370	240	10	of	of	ADP
ertr-370	240	11	the	the	DET
ertr-370	240	12	commercially	commercially	ADV
ertr-370	240	13	run	run	VERB
ertr-370	240	14	hostels	hostel	NOUN
ertr-370	240	15	such	such	ADJ
ertr-370	240	16	as	as	ADP
ertr-370	240	17	yha	yha	PROPN
ertr-370	240	18	,	,	PUNCT
ertr-370	240	19	st	st	PROPN
ertr-370	240	20	christophers	christophers	PROPN
ertr-370	240	21	,	,	PUNCT
ertr-370	240	22	the	the	DET
ertr-370	240	23	generator	generator	NOUN
ertr-370	240	24	.	.	PUNCT
ertr-370	241	1	these	these	PRON
ertr-370	241	2	may	may	AUX
ertr-370	241	3	cost	cost	VERB
ertr-370	241	4	a	a	DET
ertr-370	241	5	few	few	ADJ
ertr-370	241	6	pounds	pound	NOUN
ertr-370	241	7	more	more	ADJ
ertr-370	241	8	,	,	PUNCT
ertr-370	241	9	but	but	CCONJ
ertr-370	241	10	you	you	PRON
ertr-370	241	11	will	will	AUX
ertr-370	241	12	have	have	VERB
ertr-370	241	13	a	a	DET
ertr-370	241	14	much	much	ADV
ertr-370	241	15	better	well	ADJ
ertr-370	241	16	experience	experience	NOUN
ertr-370	241	17	of	of	ADP
ertr-370	241	18	london	london	PROPN
ertr-370	241	19	.	.	PUNCT
ertr-370	241	20	"	"	PUNCT
ertr-370	242	1	the	the	DET
ertr-370	242	2	above	above	ADJ
ertr-370	242	3	examples	example	NOUN
ertr-370	242	4	show	show	VERB
ertr-370	242	5	that	that	SCONJ
ertr-370	242	6	staff	staff	NOUN
ertr-370	242	7	are	be	AUX
ertr-370	242	8	either	either	ADV
ertr-370	242	9	accused	accuse	VERB
ertr-370	242	10	of	of	ADP
ertr-370	242	11	stealing	steal	VERB
ertr-370	242	12	backpackers	backpacker	NOUN
ertr-370	242	13	'	'	PART
ertr-370	242	14	personal	personal	ADJ
ertr-370	242	15	items	item	NOUN
ertr-370	242	16	(	(	PUNCT
ertr-370	242	17	examples	example	NOUN
ertr-370	242	18	1	1	NUM
ertr-370	242	19	to	to	ADP
ertr-370	242	20	3	3	NUM
ertr-370	242	21	)	)	PUNCT
ertr-370	242	22	,	,	PUNCT
ertr-370	242	23	or	or	CCONJ
ertr-370	242	24	they	they	PRON
ertr-370	242	25	are	be	AUX
ertr-370	242	26	accused	accuse	VERB
ertr-370	242	27	of	of	ADP
ertr-370	242	28	not	not	PART
ertr-370	242	29	protecting	protect	VERB
ertr-370	242	30	backpackers	backpacker	NOUN
ertr-370	242	31	'	'	PART
ertr-370	242	32	belongings	belonging	NOUN
ertr-370	242	33	(	(	PUNCT
ertr-370	242	34	example	example	NOUN
ertr-370	242	35	4	4	NUM
ertr-370	242	36	)	)	PUNCT
ertr-370	242	37	.	.	PUNCT
ertr-370	243	1	examples	example	NOUN
ertr-370	243	2	5	5	NUM
ertr-370	243	3	and	and	CCONJ
ertr-370	243	4	6	6	NUM
ertr-370	243	5	show	show	VERB
ertr-370	243	6	how	how	SCONJ
ertr-370	243	7	the	the	DET
ertr-370	243	8	atmosphere	atmosphere	NOUN
ertr-370	243	9	of	of	ADP
ertr-370	243	10	the	the	DET
ertr-370	243	11	hostel	hostel	NOUN
ertr-370	243	12	can	can	AUX
ertr-370	243	13	negatively	negatively	ADV
ertr-370	243	14	impact	impact	VERB
ertr-370	243	15	backpackers	backpacker	NOUN
ertr-370	243	16	'	'	PART
ertr-370	243	17	perceptions	perception	NOUN
ertr-370	243	18	of	of	ADP
ertr-370	243	19	security	security	NOUN
ertr-370	243	20	.	.	PUNCT
ertr-370	244	1	reviewers	reviewer	NOUN
ertr-370	244	2	of	of	ADP
ertr-370	244	3	these	these	DET
ertr-370	244	4	examples	example	NOUN
ertr-370	244	5	(	(	PUNCT
ertr-370	244	6	1	1	NUM
ertr-370	244	7	through	through	ADP
ertr-370	244	8	6	6	NUM
ertr-370	244	9	)	)	PUNCT
ertr-370	244	10	rated	rate	VERB
ertr-370	244	11	the	the	DET
ertr-370	244	12	security	security	NOUN
ertr-370	244	13	of	of	ADP
ertr-370	244	14	the	the	DET
ertr-370	244	15	hostels	hostel	NOUN
ertr-370	244	16	that	that	PRON
ertr-370	244	17	they	they	PRON
ertr-370	244	18	stayed	stay	VERB
ertr-370	244	19	in	in	ADP
ertr-370	244	20	as	as	ADP
ertr-370	244	21	2	2	NUM
ertr-370	244	22	,	,	PUNCT
ertr-370	244	23	2	2	NUM
ertr-370	244	24	,	,	PUNCT
ertr-370	244	25	4	4	NUM
ertr-370	244	26	,	,	PUNCT
ertr-370	244	27	4	4	NUM
ertr-370	244	28	,	,	PUNCT
ertr-370	244	29	2	2	NUM
ertr-370	244	30	,	,	PUNCT
ertr-370	244	31	and	and	CCONJ
ertr-370	244	32	2	2	NUM
ertr-370	244	33	stars	star	NOUN
ertr-370	244	34	,	,	PUNCT
ertr-370	244	35	respectively	respectively	ADV
ertr-370	244	36	.	.	PUNCT
ertr-370	245	1	note	note	VERB
ertr-370	245	2	that	that	SCONJ
ertr-370	245	3	in	in	ADP
ertr-370	245	4	the	the	DET
ertr-370	245	5	first	first	ADJ
ertr-370	245	6	4	4	NUM
ertr-370	245	7	examples	example	NOUN
ertr-370	245	8	the	the	DET
ertr-370	245	9	core	core	NOUN
ertr-370	245	10	of	of	ADP
ertr-370	245	11	the	the	DET
ertr-370	245	12	review	review	NOUN
ertr-370	245	13	is	be	AUX
ertr-370	245	14	about	about	ADP
ertr-370	245	15	staff	staff	NOUN
ertr-370	245	16	(	(	PUNCT
ertr-370	245	17	in	in	ADP
ertr-370	245	18	italic	italic	ADJ
ertr-370	245	19	)	)	PUNCT
ertr-370	245	20	,	,	PUNCT
ertr-370	245	21	and	and	CCONJ
ertr-370	245	22	in	in	ADP
ertr-370	245	23	examples	example	NOUN
ertr-370	245	24	5	5	NUM
ertr-370	245	25	and	and	CCONJ
ertr-370	245	26	6	6	NUM
ertr-370	245	27	the	the	DET
ertr-370	245	28	core	core	NOUN
ertr-370	245	29	of	of	ADP
ertr-370	245	30	the	the	DET
ertr-370	245	31	review	review	NOUN
ertr-370	245	32	is	be	AUX
ertr-370	245	33	about	about	ADP
ertr-370	245	34	the	the	DET
ertr-370	245	35	people	people	NOUN
ertr-370	245	36	.	.	PUNCT
ertr-370	246	1	using	use	VERB
ertr-370	246	2	the	the	DET
ertr-370	246	3	naïve	naïve	ADJ
ertr-370	246	4	bays	bay	NOUN
ertr-370	246	5	classifier	classifier	PROPN
ertr-370	246	6	,	,	PUNCT
ertr-370	246	7	the	the	DET
ertr-370	246	8	security	security	NOUN
ertr-370	246	9	sentiments	sentiment	NOUN
ertr-370	246	10	of	of	ADP
ertr-370	246	11	reviews	review	NOUN
ertr-370	246	12	are	be	AUX
ertr-370	246	13	classified	classify	VERB
ertr-370	246	14	in	in	ADP
ertr-370	246	15	positives	positive	NOUN
ertr-370	246	16	and	and	CCONJ
ertr-370	246	17	negatives	negative	NOUN
ertr-370	246	18	.	.	PUNCT
ertr-370	247	1	the	the	DET
ertr-370	247	2	result	result	NOUN
ertr-370	247	3	of	of	ADP
ertr-370	247	4	the	the	DET
ertr-370	247	5	classification	classification	NOUN
ertr-370	247	6	is	be	AUX
ertr-370	247	7	presented	present	VERB
ertr-370	247	8	in	in	ADP
ertr-370	247	9	table	table	NOUN
ertr-370	247	10	6	6	NUM
ertr-370	247	11	along	along	ADP
ertr-370	247	12	with	with	ADP
ertr-370	247	13	the	the	DET
ertr-370	247	14	enumeration	enumeration	NOUN
ertr-370	247	15	of	of	ADP
ertr-370	247	16	the	the	DET
ertr-370	247	17	feature	feature	NOUN
ertr-370	247	18	sets	set	NOUN
ertr-370	247	19	in	in	ADP
ertr-370	247	20	the	the	DET
ertr-370	247	21	last	last	ADJ
ertr-370	247	22	column	column	NOUN
ertr-370	247	23	.	.	PUNCT
ertr-370	248	1	note	note	VERB
ertr-370	248	2	that	that	SCONJ
ertr-370	248	3	the	the	DET
ertr-370	248	4	pos	pos	NOUN
ertr-370	248	5	and	and	CCONJ
ertr-370	248	6	neg	neg	VERB
ertr-370	248	7	stands	stand	VERB
ertr-370	248	8	for	for	ADP
ertr-370	248	9	positive	positive	ADJ
ertr-370	248	10	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	248	11	e	e	NOUN
ertr-370	248	12	-	-	NOUN
ertr-370	248	13	review	review	NOUN
ertr-370	248	14	of	of	ADP
ertr-370	248	15	tourism	tourism	NOUN
ertr-370	248	16	research	research	NOUN
ertr-370	248	17	(	(	PUNCT
ertr-370	248	18	ertr	ertr	NOUN
ertr-370	248	19	)	)	PUNCT
ertr-370	248	20	,	,	PUNCT
ertr-370	248	21	vol	vol	NOUN
ertr-370	248	22	.	.	PROPN
ertr-370	249	1	16	16	NUM
ertr-370	249	2	,	,	PUNCT
ertr-370	249	3	no	no	INTJ
ertr-370	249	4	.	.	NOUN
ertr-370	249	5	4	4	NUM
ertr-370	249	6	,	,	PUNCT
ertr-370	249	7	2019	2019	NUM
ertr-370	249	8	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	249	9	266	266	NUM
ertr-370	249	10	and	and	CCONJ
ertr-370	249	11	negative	negative	ADJ
ertr-370	249	12	,	,	PUNCT
ertr-370	249	13	respectively	respectively	ADV
ertr-370	249	14	.	.	PUNCT
ertr-370	250	1	the	the	DET
ertr-370	250	2	results	result	NOUN
ertr-370	250	3	show	show	VERB
ertr-370	250	4	that	that	SCONJ
ertr-370	250	5	cleanliness	cleanliness	NOUN
ertr-370	250	6	features	feature	NOUN
ertr-370	250	7	are	be	AUX
ertr-370	250	8	among	among	ADP
ertr-370	250	9	the	the	DET
ertr-370	250	10	most	most	ADV
ertr-370	250	11	important	important	ADJ
ertr-370	250	12	features	feature	NOUN
ertr-370	250	13	that	that	PRON
ertr-370	250	14	determine	determine	VERB
ertr-370	250	15	backpackers	backpacker	NOUN
ertr-370	250	16	’	'	PUNCT
ertr-370	250	17	perception	perception	NOUN
ertr-370	250	18	of	of	ADP
ertr-370	250	19	security	security	NOUN
ertr-370	250	20	.	.	PUNCT
ertr-370	251	1	90	90	NUM
ertr-370	251	2	%	%	NOUN
ertr-370	251	3	of	of	ADP
ertr-370	251	4	the	the	DET
ertr-370	251	5	reviews	review	NOUN
ertr-370	251	6	are	be	AUX
ertr-370	251	7	included	include	VERB
ertr-370	251	8	to	to	PART
ertr-370	251	9	train	train	VERB
ertr-370	251	10	the	the	DET
ertr-370	251	11	classifier	classifier	NOUN
ertr-370	251	12	,	,	PUNCT
ertr-370	251	13	and	and	CCONJ
ertr-370	251	14	the	the	DET
ertr-370	251	15	remaining	remain	VERB
ertr-370	251	16	are	be	AUX
ertr-370	251	17	for	for	ADP
ertr-370	251	18	testing	test	VERB
ertr-370	251	19	it	it	PRON
ertr-370	251	20	.	.	PUNCT
ertr-370	252	1	the	the	DET
ertr-370	252	2	accuracy	accuracy	NOUN
ertr-370	252	3	of	of	ADP
ertr-370	252	4	the	the	DET
ertr-370	252	5	classifier	classifier	NOUN
ertr-370	252	6	is	be	AUX
ertr-370	252	7	79.22	79.22	NUM
ertr-370	252	8	%	%	NOUN
ertr-370	252	9	.	.	PUNCT
ertr-370	253	1	table	table	NOUN
ertr-370	253	2	6	6	NUM
ertr-370	253	3	.	.	NOUN
ertr-370	253	4	20	20	NUM
ertr-370	253	5	most	most	ADV
ertr-370	253	6	informative	informative	ADJ
ertr-370	253	7	features	feature	NOUN
ertr-370	253	8	(	(	PUNCT
ertr-370	253	9	extracted	extract	VERB
ertr-370	253	10	using	use	VERB
ertr-370	253	11	naïve	naïve	ADJ
ertr-370	253	12	bays	bay	NOUN
ertr-370	253	13	classifier	classifier	NOUN
ertr-370	253	14	)	)	PUNCT
ertr-370	253	15	feature	feature	NOUN
ertr-370	253	16	likelihood	likelihood	NOUN
ertr-370	253	17	disgust	disgust	NOUN
ertr-370	253	18	neg	neg	VERB
ertr-370	253	19	:	:	PUNCT
ertr-370	253	20	pos	pos	NOUN
ertr-370	253	21	88.9:1	88.9:1	NUM
ertr-370	253	22	crap	crap	NOUN
ertr-370	253	23	neg	neg	PROPN
ertr-370	253	24	:	:	PUNCT
ertr-370	253	25	pos	pos	NOUN
ertr-370	253	26	77.2:1	77.2:1	NUM
ertr-370	253	27	horrible	horrible	ADJ
ertr-370	253	28	neg	neg	NOUN
ertr-370	253	29	:	:	PUNCT
ertr-370	253	30	pos	pos	NOUN
ertr-370	253	31	49.9:1	49.9:1	NOUN
ertr-370	253	32	filthy	filthy	ADJ
ertr-370	253	33	neg	neg	NOUN
ertr-370	253	34	:	:	PUNCT
ertr-370	253	35	pos	pos	NOUN
ertr-370	253	36	43.1:1	43.1:1	NUM
ertr-370	253	37	worst	bad	ADJ
ertr-370	253	38	neg	neg	VERB
ertr-370	253	39	:	:	PUNCT
ertr-370	253	40	pos	pos	NOUN
ertr-370	253	41	40.8:1	40.8:1	NUM
ertr-370	253	42	shit	shit	NOUN
ertr-370	253	43	neg	neg	NOUN
ertr-370	253	44	:	:	PUNCT
ertr-370	253	45	pos	pos	VERB
ertr-370	253	46	40.2:1	40.2:1	NUM
ertr-370	253	47	unhelpful	unhelpful	ADJ
ertr-370	253	48	neg	neg	NOUN
ertr-370	253	49	:	:	PUNCT
ertr-370	253	50	pos	pos	NOUN
ertr-370	253	51	35.3:1	35.3:1	NUM
ertr-370	253	52	angry	angry	ADJ
ertr-370	253	53	neg	neg	NOUN
ertr-370	253	54	:	:	PUNCT
ertr-370	253	55	pos	pos	NOUN
ertr-370	253	56	32:1	32:1	NUM
ertr-370	253	57	mould	mould	AUX
ertr-370	253	58	neg	neg	VERB
ertr-370	253	59	:	:	PUNCT
ertr-370	253	60	pos	pos	NOUN
ertr-370	254	1	32:1	32:1	NUM
ertr-370	254	2	sucked	suck	VERB
ertr-370	254	3	neg	neg	ADV
ertr-370	254	4	:	:	PUNCT
ertr-370	254	5	pos	pos	NOUN
ertr-370	254	6	32:1	32:1	NUM
ertr-370	254	7	disgusting	disgusting	ADJ
ertr-370	254	8	neg	neg	PROPN
ertr-370	254	9	:	:	PUNCT
ertr-370	254	10	pos	pos	NOUN
ertr-370	254	11	31.9:1	31.9:1	NUM
ertr-370	254	12	sucks	suck	NOUN
ertr-370	254	13	neg	neg	PROPN
ertr-370	254	14	:	:	PUNCT
ertr-370	254	15	pos	pos	NOUN
ertr-370	254	16	30.1:1	30.1:1	NUM
ertr-370	254	17	awful	awful	ADJ
ertr-370	254	18	neg	neg	NOUN
ertr-370	254	19	:	:	PUNCT
ertr-370	254	20	pos	pos	NOUN
ertr-370	254	21	29.1:1	29.1:1	NUM
ertr-370	254	22	unclean	unclean	ADJ
ertr-370	254	23	neg	neg	NOUN
ertr-370	254	24	:	:	PUNCT
ertr-370	254	25	pos	pos	VERB
ertr-370	254	26	26.7:1	26.7:1	DET
ertr-370	254	27	false	false	ADJ
ertr-370	254	28	neg	neg	NOUN
ertr-370	254	29	:	:	PUNCT
ertr-370	254	30	pos	pos	NOUN
ertr-370	254	31	26.6:1	26.6:1	NOUN
ertr-370	254	32	unhelp	unhelp	NOUN
ertr-370	254	33	neg	neg	VERB
ertr-370	254	34	:	:	PUNCT
ertr-370	254	35	pos	pos	NOUN
ertr-370	254	36	26.3:1	26.3:1	NUM
ertr-370	254	37	steal	steal	NOUN
ertr-370	254	38	neg	neg	NOUN
ertr-370	254	39	:	:	PUNCT
ertr-370	254	40	pos	pos	NOUN
ertr-370	254	41	25.3:1	25.3:1	NUM
ertr-370	254	42	disappoint	disappoint	NOUN
ertr-370	254	43	neg	neg	NOUN
ertr-370	254	44	:	:	PUNCT
ertr-370	254	45	pos	pos	NOUN
ertr-370	254	46	24.8:1	24.8:1	NUM
ertr-370	254	47	mice	mouse	NOUN
ertr-370	254	48	neg	neg	VERB
ertr-370	254	49	:	:	PUNCT
ertr-370	254	50	pos	pos	NOUN
ertr-370	254	51	24.4:1	24.4:1	NUM
ertr-370	254	52	upset	upset	ADJ
ertr-370	254	53	neg	neg	PROPN
ertr-370	254	54	:	:	PUNCT
ertr-370	254	55	pos	pos	NOUN
ertr-370	254	56	24:1	24:1	NUM
ertr-370	254	57	accuracy	accuracy	NOUN
ertr-370	254	58	0.7922	0.7922	NUM
ertr-370	254	59	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-370	254	60	e	e	NOUN
ertr-370	254	61	-	-	NOUN
ertr-370	254	62	review	review	NOUN
ertr-370	254	63	of	of	ADP
ertr-370	254	64	tourism	tourism	NOUN
ertr-370	254	65	research	research	NOUN
ertr-370	254	66	(	(	PUNCT
ertr-370	254	67	ertr	ertr	NOUN
ertr-370	254	68	)	)	PUNCT
ertr-370	254	69	,	,	PUNCT
ertr-370	254	70	vol	vol	NOUN
ertr-370	254	71	.	.	PROPN
ertr-370	254	72	16	16	NUM
ertr-370	254	73	,	,	PUNCT
ertr-370	254	74	no	no	INTJ
ertr-370	254	75	.	.	NOUN
ertr-370	254	76	4	4	NUM
ertr-370	254	77	,	,	PUNCT
ertr-370	254	78	2019	2019	NUM
ertr-370	254	79	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	254	80	267	267	NUM
ertr-370	254	81	concluding	concluding	NOUN
ertr-370	254	82	remarks	remark	NOUN
ertr-370	254	83	this	this	DET
ertr-370	254	84	study	study	NOUN
ertr-370	254	85	aims	aim	VERB
ertr-370	254	86	to	to	PART
ertr-370	254	87	identify	identify	VERB
ertr-370	254	88	the	the	DET
ertr-370	254	89	determinants	determinant	NOUN
ertr-370	254	90	of	of	ADP
ertr-370	254	91	backpackers	backpacker	NOUN
ertr-370	254	92	’	'	PUNCT
ertr-370	254	93	perception	perception	NOUN
ertr-370	254	94	of	of	ADP
ertr-370	254	95	security	security	NOUN
ertr-370	254	96	.	.	PUNCT
ertr-370	255	1	more	more	ADV
ertr-370	255	2	specifically	specifically	ADV
ertr-370	255	3	,	,	PUNCT
ertr-370	255	4	the	the	DET
ertr-370	255	5	impact	impact	NOUN
ertr-370	255	6	of	of	ADP
ertr-370	255	7	hostel	hostel	NOUN
ertr-370	255	8	’s	’s	PART
ertr-370	255	9	cleanliness	cleanliness	NOUN
ertr-370	255	10	,	,	PUNCT
ertr-370	255	11	location	location	NOUN
ertr-370	255	12	,	,	PUNCT
ertr-370	255	13	staff	staff	NOUN
ertr-370	255	14	,	,	PUNCT
ertr-370	255	15	atmosphere	atmosphere	NOUN
ertr-370	255	16	,	,	PUNCT
ertr-370	255	17	and	and	CCONJ
ertr-370	255	18	a	a	DET
ertr-370	255	19	guest	guest	NOUN
ertr-370	255	20	’s	’s	PART
ertr-370	255	21	country	country	NOUN
ertr-370	255	22	of	of	ADP
ertr-370	255	23	origin	origin	NOUN
ertr-370	255	24	on	on	ADP
ertr-370	255	25	backpacker	backpacker	NOUN
ertr-370	255	26	’s	’s	PART
ertr-370	255	27	perception	perception	NOUN
ertr-370	255	28	of	of	ADP
ertr-370	255	29	security	security	NOUN
ertr-370	255	30	is	be	AUX
ertr-370	255	31	studied	study	VERB
ertr-370	255	32	.	.	PUNCT
ertr-370	256	1	to	to	PART
ertr-370	256	2	respond	respond	VERB
ertr-370	256	3	to	to	ADP
ertr-370	256	4	these	these	DET
ertr-370	256	5	research	research	NOUN
ertr-370	256	6	questions	question	NOUN
ertr-370	256	7	,	,	PUNCT
ertr-370	256	8	324,321	324,321	NUM
ertr-370	256	9	reviews	review	NOUN
ertr-370	256	10	were	be	AUX
ertr-370	256	11	collected	collect	VERB
ertr-370	256	12	from	from	ADP
ertr-370	256	13	hostelworld.com	hostelworld.com	X
ertr-370	256	14	and	and	CCONJ
ertr-370	256	15	analyzed	analyze	VERB
ertr-370	256	16	.	.	PUNCT
ertr-370	257	1	answers	answer	NOUN
ertr-370	257	2	to	to	ADP
ertr-370	257	3	these	these	DET
ertr-370	257	4	questions	question	NOUN
ertr-370	257	5	offer	offer	VERB
ertr-370	257	6	hostel	hostel	NOUN
ertr-370	257	7	managers	manager	NOUN
ertr-370	257	8	a	a	DET
ertr-370	257	9	diagnostic	diagnostic	ADJ
ertr-370	257	10	tool	tool	NOUN
ertr-370	257	11	to	to	PART
ertr-370	257	12	identify	identify	VERB
ertr-370	257	13	areas	area	NOUN
ertr-370	257	14	for	for	ADP
ertr-370	257	15	further	further	ADJ
ertr-370	257	16	improvement	improvement	NOUN
ertr-370	257	17	in	in	ADP
ertr-370	257	18	such	such	DET
ertr-370	257	19	a	a	DET
ertr-370	257	20	niche	niche	NOUN
ertr-370	257	21	market	market	NOUN
ertr-370	257	22	that	that	PRON
ertr-370	257	23	has	have	AUX
ertr-370	257	24	experienced	experience	VERB
ertr-370	257	25	strong	strong	ADJ
ertr-370	257	26	growth	growth	NOUN
ertr-370	257	27	during	during	ADP
ertr-370	257	28	the	the	DET
ertr-370	257	29	past	past	ADJ
ertr-370	257	30	decade	decade	NOUN
ertr-370	257	31	.	.	PUNCT
ertr-370	258	1	the	the	DET
ertr-370	258	2	analysis	analysis	NOUN
ertr-370	258	3	provides	provide	VERB
ertr-370	258	4	two	two	NUM
ertr-370	258	5	main	main	ADJ
ertr-370	258	6	findings	finding	NOUN
ertr-370	258	7	.	.	PUNCT
ertr-370	259	1	first	first	ADV
ertr-370	259	2	,	,	PUNCT
ertr-370	259	3	hostel	hostel	NOUN
ertr-370	259	4	cleanliness	cleanliness	NOUN
ertr-370	259	5	,	,	PUNCT
ertr-370	259	6	location	location	NOUN
ertr-370	259	7	,	,	PUNCT
ertr-370	259	8	staff	staff	NOUN
ertr-370	259	9	,	,	PUNCT
ertr-370	259	10	and	and	CCONJ
ertr-370	259	11	atmosphere	atmosphere	NOUN
ertr-370	259	12	have	have	VERB
ertr-370	259	13	a	a	DET
ertr-370	259	14	positive	positive	ADJ
ertr-370	259	15	and	and	CCONJ
ertr-370	259	16	significant	significant	ADJ
ertr-370	259	17	impact	impact	NOUN
ertr-370	259	18	on	on	ADP
ertr-370	259	19	backpackers	backpacker	NOUN
ertr-370	259	20	'	'	PART
ertr-370	259	21	perceptions	perception	NOUN
ertr-370	259	22	of	of	ADP
ertr-370	259	23	security	security	NOUN
ertr-370	259	24	.	.	PUNCT
ertr-370	260	1	these	these	DET
ertr-370	260	2	findings	finding	NOUN
ertr-370	260	3	show	show	VERB
ertr-370	260	4	that	that	SCONJ
ertr-370	260	5	managers	manager	NOUN
ertr-370	260	6	should	should	AUX
ertr-370	260	7	be	be	AUX
ertr-370	260	8	willing	willing	ADJ
ertr-370	260	9	to	to	PART
ertr-370	260	10	invest	invest	VERB
ertr-370	260	11	in	in	ADP
ertr-370	260	12	improving	improve	VERB
ertr-370	260	13	cleanliness	cleanliness	NOUN
ertr-370	260	14	,	,	PUNCT
ertr-370	260	15	location	location	NOUN
ertr-370	260	16	,	,	PUNCT
ertr-370	260	17	staff	staff	NOUN
ertr-370	260	18	,	,	PUNCT
ertr-370	260	19	and	and	CCONJ
ertr-370	260	20	atmosphere	atmosphere	NOUN
ertr-370	260	21	to	to	PART
ertr-370	260	22	improve	improve	VERB
ertr-370	260	23	the	the	DET
ertr-370	260	24	security	security	NOUN
ertr-370	260	25	of	of	ADP
ertr-370	260	26	their	their	PRON
ertr-370	260	27	hostel	hostel	NOUN
ertr-370	260	28	.	.	PUNCT
ertr-370	261	1	additionally	additionally	ADV
ertr-370	261	2	,	,	PUNCT
ertr-370	261	3	using	use	VERB
ertr-370	261	4	the	the	DET
ertr-370	261	5	cra	cra	PROPN
ertr-370	261	6	and	and	CCONJ
ertr-370	261	7	naïve	naïve	ADJ
ertr-370	261	8	bayes	bayes	PROPN
ertr-370	261	9	classifier	classifier	NOUN
ertr-370	261	10	,	,	PUNCT
ertr-370	261	11	the	the	DET
ertr-370	261	12	main	main	ADJ
ertr-370	261	13	factors	factor	NOUN
ertr-370	261	14	impacting	impact	VERB
ertr-370	261	15	security	security	NOUN
ertr-370	261	16	is	be	AUX
ertr-370	261	17	identified	identify	VERB
ertr-370	261	18	.	.	PUNCT
ertr-370	262	1	the	the	DET
ertr-370	262	2	result	result	NOUN
ertr-370	262	3	shows	show	VERB
ertr-370	262	4	that	that	SCONJ
ertr-370	262	5	how	how	SCONJ
ertr-370	262	6	cleanliness	cleanliness	NOUN
ertr-370	262	7	(	(	PUNCT
ertr-370	262	8	words	word	NOUN
ertr-370	262	9	like	like	ADP
ertr-370	262	10	:	:	PUNCT
ertr-370	262	11	sheet	sheet	NOUN
ertr-370	262	12	,	,	PUNCT
ertr-370	262	13	room	room	NOUN
ertr-370	262	14	,	,	PUNCT
ertr-370	262	15	floor	floor	NOUN
ertr-370	262	16	)	)	PUNCT
ertr-370	262	17	and	and	CCONJ
ertr-370	262	18	location	location	NOUN
ertr-370	262	19	(	(	PUNCT
ertr-370	262	20	words	word	NOUN
ertr-370	262	21	like	like	ADP
ertr-370	262	22	:	:	PUNCT
ertr-370	262	23	locate	locate	ADJ
ertr-370	262	24	,	,	PUNCT
ertr-370	262	25	station	station	NOUN
ertr-370	262	26	,	,	PUNCT
ertr-370	262	27	area	area	NOUN
ertr-370	262	28	)	)	PUNCT
ertr-370	262	29	,	,	PUNCT
ertr-370	262	30	staff	staff	NOUN
ertr-370	262	31	(	(	PUNCT
ertr-370	262	32	words	word	NOUN
ertr-370	262	33	like	like	ADP
ertr-370	262	34	unhelpful	unhelpful	ADJ
ertr-370	262	35	and	and	CCONJ
ertr-370	262	36	steal	steal	VERB
ertr-370	262	37	)	)	PUNCT
ertr-370	262	38	and	and	CCONJ
ertr-370	262	39	atmosphere	atmosphere	NOUN
ertr-370	262	40	(	(	PUNCT
ertr-370	262	41	words	word	NOUN
ertr-370	262	42	like	like	ADP
ertr-370	262	43	people	people	NOUN
ertr-370	262	44	and	and	CCONJ
ertr-370	262	45	staff	staff	NOUN
ertr-370	262	46	)	)	PUNCT
ertr-370	262	47	impact	impact	NOUN
ertr-370	262	48	backpackers	backpacker	NOUN
ertr-370	262	49	'	'	PART
ertr-370	262	50	perceptions	perception	NOUN
ertr-370	262	51	of	of	ADP
ertr-370	262	52	security	security	NOUN
ertr-370	262	53	.	.	PUNCT
ertr-370	263	1	second	second	ADJ
ertr-370	263	2	,	,	PUNCT
ertr-370	263	3	backpackers	backpacker	NOUN
ertr-370	263	4	have	have	VERB
ertr-370	263	5	a	a	DET
ertr-370	263	6	higher	high	ADJ
ertr-370	263	7	expectation	expectation	NOUN
ertr-370	263	8	for	for	ADP
ertr-370	263	9	hostel	hostel	NOUN
ertr-370	263	10	security	security	NOUN
ertr-370	263	11	if	if	SCONJ
ertr-370	263	12	they	they	PRON
ertr-370	263	13	are	be	AUX
ertr-370	263	14	coming	come	VERB
ertr-370	263	15	from	from	ADP
ertr-370	263	16	safer	safe	ADJ
ertr-370	263	17	countries	country	NOUN
ertr-370	263	18	.	.	PUNCT
ertr-370	264	1	this	this	DET
ertr-370	264	2	study	study	NOUN
ertr-370	264	3	provides	provide	VERB
ertr-370	264	4	evidence	evidence	NOUN
ertr-370	264	5	on	on	ADP
ertr-370	264	6	how	how	SCONJ
ertr-370	264	7	hostels	hostel	NOUN
ertr-370	264	8	'	'	PART
ertr-370	264	9	staff	staff	NOUN
ertr-370	264	10	and	and	CCONJ
ertr-370	264	11	atmosphere	atmosphere	NOUN
ertr-370	264	12	impact	impact	NOUN
ertr-370	264	13	backpackers	backpacker	NOUN
ertr-370	264	14	'	'	PART
ertr-370	264	15	perceptions	perception	NOUN
ertr-370	264	16	of	of	ADP
ertr-370	264	17	security	security	NOUN
ertr-370	264	18	.	.	PUNCT
ertr-370	265	1	amblee	amblee	PROPN
ertr-370	265	2	(	(	PUNCT
ertr-370	265	3	2015	2015	NUM
ertr-370	265	4	)	)	PUNCT
ertr-370	265	5	showed	show	VERB
ertr-370	265	6	that	that	SCONJ
ertr-370	265	7	cleanliness	cleanliness	NOUN
ertr-370	265	8	followed	follow	VERB
ertr-370	265	9	by	by	ADP
ertr-370	265	10	location	location	NOUN
ertr-370	265	11	determines	determine	VERB
ertr-370	265	12	backpackers	backpacker	NOUN
ertr-370	265	13	’	'	PUNCT
ertr-370	265	14	perception	perception	NOUN
ertr-370	265	15	of	of	ADP
ertr-370	265	16	security	security	NOUN
ertr-370	265	17	.	.	PUNCT
ertr-370	266	1	in	in	ADP
ertr-370	266	2	line	line	NOUN
ertr-370	266	3	with	with	ADP
ertr-370	266	4	his	his	PRON
ertr-370	266	5	result	result	NOUN
ertr-370	266	6	,	,	PUNCT
ertr-370	266	7	this	this	DET
ertr-370	266	8	study	study	NOUN
ertr-370	266	9	also	also	ADV
ertr-370	266	10	confirms	confirm	VERB
ertr-370	266	11	that	that	SCONJ
ertr-370	266	12	cleanliness	cleanliness	NOUN
ertr-370	266	13	followed	follow	VERB
ertr-370	266	14	by	by	ADP
ertr-370	266	15	location	location	NOUN
ertr-370	266	16	is	be	AUX
ertr-370	266	17	the	the	DET
ertr-370	266	18	main	main	ADJ
ertr-370	266	19	factors	factor	NOUN
ertr-370	266	20	in	in	ADP
ertr-370	266	21	determining	determine	VERB
ertr-370	266	22	bacpackers	bacpacker	NOUN
ertr-370	266	23	’	’	PART
ertr-370	266	24	perceptions	perception	NOUN
ertr-370	266	25	of	of	ADP
ertr-370	266	26	security	security	NOUN
ertr-370	266	27	.	.	PUNCT
ertr-370	267	1	additionally	additionally	ADV
ertr-370	267	2	,	,	PUNCT
ertr-370	267	3	our	our	PRON
ertr-370	267	4	result	result	NOUN
ertr-370	267	5	further	far	ADV
ertr-370	267	6	shows	show	VERB
ertr-370	267	7	that	that	SCONJ
ertr-370	267	8	staff	staff	NOUN
ertr-370	267	9	and	and	CCONJ
ertr-370	267	10	atmosphere	atmosphere	NOUN
ertr-370	267	11	also	also	ADV
ertr-370	267	12	significantly	significantly	ADV
ertr-370	267	13	impact	impact	VERB
ertr-370	267	14	bacpackers	bacpacker	NOUN
ertr-370	267	15	’	’	PART
ertr-370	267	16	perceptions	perception	NOUN
ertr-370	267	17	of	of	ADP
ertr-370	267	18	security	security	NOUN
ertr-370	267	19	.	.	PUNCT
ertr-370	268	1	compared	compare	VERB
ertr-370	268	2	to	to	ADP
ertr-370	268	3	his	his	PRON
ertr-370	268	4	result	result	NOUN
ertr-370	268	5	,	,	PUNCT
ertr-370	268	6	our	our	PRON
ertr-370	268	7	findings	finding	NOUN
ertr-370	268	8	further	far	ADV
ertr-370	268	9	show	show	VERB
ertr-370	268	10	that	that	SCONJ
ertr-370	268	11	backpackers	backpacker	NOUN
ertr-370	268	12	coming	come	VERB
ertr-370	268	13	from	from	ADP
ertr-370	268	14	safer	safe	ADJ
ertr-370	268	15	countries	country	NOUN
ertr-370	268	16	have	have	VERB
ertr-370	268	17	a	a	DET
ertr-370	268	18	higher	high	ADJ
ertr-370	268	19	expectation	expectation	NOUN
ertr-370	268	20	for	for	ADP
ertr-370	268	21	hostel	hostel	NOUN
ertr-370	268	22	security	security	NOUN
ertr-370	268	23	.	.	PUNCT
ertr-370	269	1	the	the	DET
ertr-370	269	2	practical	practical	ADJ
ertr-370	269	3	implications	implication	NOUN
ertr-370	269	4	of	of	ADP
ertr-370	269	5	the	the	DET
ertr-370	269	6	present	present	ADJ
ertr-370	269	7	study	study	NOUN
ertr-370	269	8	are	be	AUX
ertr-370	269	9	of	of	ADP
ertr-370	269	10	various	various	ADJ
ertr-370	269	11	order	order	NOUN
ertr-370	269	12	.	.	PUNCT
ertr-370	270	1	first	first	ADV
ertr-370	270	2	,	,	PUNCT
ertr-370	270	3	among	among	ADP
ertr-370	270	4	all	all	DET
ertr-370	270	5	factors	factor	NOUN
ertr-370	270	6	analyzed	analyze	VERB
ertr-370	270	7	in	in	ADP
ertr-370	270	8	this	this	DET
ertr-370	270	9	study	study	NOUN
ertr-370	270	10	(	(	PUNCT
ertr-370	270	11	i.e.	i.e.	X
ertr-370	270	12	,	,	PUNCT
ertr-370	270	13	hostels	hostel	NOUN
ertr-370	270	14	’	'	PUNCT
ertr-370	270	15	cleanliness	cleanliness	NOUN
ertr-370	270	16	,	,	PUNCT
ertr-370	270	17	location	location	NOUN
ertr-370	270	18	,	,	PUNCT
ertr-370	270	19	staff	staff	NOUN
ertr-370	270	20	,	,	PUNCT
ertr-370	270	21	atmosphere	atmosphere	NOUN
ertr-370	270	22	,	,	PUNCT
ertr-370	270	23	and	and	CCONJ
ertr-370	270	24	country	country	NOUN
ertr-370	270	25	of	of	ADP
ertr-370	270	26	origin	origin	NOUN
ertr-370	270	27	)	)	PUNCT
ertr-370	270	28	cleanliness	cleanliness	NOUN
ertr-370	270	29	,	,	PUNCT
ertr-370	270	30	staff	staff	NOUN
ertr-370	270	31	and	and	CCONJ
ertr-370	270	32	atmosphere	atmosphere	NOUN
ertr-370	270	33	are	be	AUX
ertr-370	270	34	factors	factor	NOUN
ertr-370	270	35	that	that	SCONJ
ertr-370	270	36	hostel	hostel	NOUN
ertr-370	270	37	managers	manager	NOUN
ertr-370	270	38	have	have	AUX
ertr-370	270	39	control	control	NOUN
ertr-370	270	40	over	over	ADP
ertr-370	270	41	.	.	PUNCT
ertr-370	271	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	272	1	e	e	NOUN
ertr-370	272	2	-	-	NOUN
ertr-370	272	3	review	review	NOUN
ertr-370	272	4	of	of	ADP
ertr-370	272	5	tourism	tourism	NOUN
ertr-370	272	6	research	research	NOUN
ertr-370	272	7	(	(	PUNCT
ertr-370	272	8	ertr	ertr	NOUN
ertr-370	272	9	)	)	PUNCT
ertr-370	272	10	,	,	PUNCT
ertr-370	272	11	vol	vol	NOUN
ertr-370	272	12	.	.	PROPN
ertr-370	272	13	16	16	NUM
ertr-370	272	14	,	,	PUNCT
ertr-370	272	15	no	no	INTJ
ertr-370	272	16	.	.	NOUN
ertr-370	272	17	4	4	NUM
ertr-370	272	18	,	,	PUNCT
ertr-370	272	19	2019	2019	NUM
ertr-370	272	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	272	21	268	268	NUM
ertr-370	272	22	hostels	hostel	NOUN
ertr-370	272	23	can	can	AUX
ertr-370	272	24	improve	improve	VERB
ertr-370	272	25	these	these	DET
ertr-370	272	26	aspects	aspect	NOUN
ertr-370	272	27	and	and	CCONJ
ertr-370	272	28	make	make	VERB
ertr-370	272	29	their	their	PRON
ertr-370	272	30	guests	guest	NOUN
ertr-370	272	31	feel	feel	VERB
ertr-370	272	32	more	more	ADV
ertr-370	272	33	secure	secure	ADJ
ertr-370	272	34	.	.	PUNCT
ertr-370	273	1	managers	manager	NOUN
ertr-370	273	2	should	should	AUX
ertr-370	273	3	be	be	AUX
ertr-370	273	4	willing	willing	ADJ
ertr-370	273	5	to	to	PART
ertr-370	273	6	invest	invest	VERB
ertr-370	273	7	in	in	ADP
ertr-370	273	8	improving	improve	VERB
ertr-370	273	9	hostels	hostel	NOUN
ertr-370	273	10	'	'	PART
ertr-370	273	11	security	security	NOUN
ertr-370	273	12	by	by	ADP
ertr-370	273	13	improving	improve	VERB
ertr-370	273	14	items	item	NOUN
ertr-370	273	15	such	such	ADJ
ertr-370	273	16	as	as	ADP
ertr-370	273	17	locks	lock	NOUN
ertr-370	273	18	,	,	PUNCT
ertr-370	273	19	lockers	locker	NOUN
ertr-370	273	20	,	,	PUNCT
ertr-370	273	21	doors	door	NOUN
ertr-370	273	22	,	,	PUNCT
ertr-370	273	23	and	and	CCONJ
ertr-370	273	24	provide	provide	VERB
ertr-370	273	25	staff	staff	NOUN
ertr-370	273	26	security	security	NOUN
ertr-370	273	27	training	training	NOUN
ertr-370	273	28	.	.	PUNCT
ertr-370	274	1	what	what	PRON
ertr-370	274	2	backpackers	backpacker	NOUN
ertr-370	274	3	discuss	discuss	VERB
ertr-370	274	4	online	online	ADJ
ertr-370	274	5	enable	enable	ADJ
ertr-370	274	6	hotels	hotel	NOUN
ertr-370	274	7	'	'	PART
ertr-370	274	8	managers	manager	NOUN
ertr-370	274	9	to	to	PART
ertr-370	274	10	take	take	VERB
ertr-370	274	11	action	action	NOUN
ertr-370	274	12	,	,	PUNCT
ertr-370	274	13	eliminate	eliminate	VERB
ertr-370	274	14	factors	factor	NOUN
ertr-370	274	15	that	that	PRON
ertr-370	274	16	cause	cause	VERB
ertr-370	274	17	low	low	ADJ
ertr-370	274	18	rating	rating	NOUN
ertr-370	274	19	,	,	PUNCT
ertr-370	274	20	in	in	ADP
ertr-370	274	21	turn	turn	NOUN
ertr-370	274	22	build	build	VERB
ertr-370	274	23	strong	strong	ADJ
ertr-370	274	24	brands	brand	NOUN
ertr-370	274	25	.	.	PUNCT
ertr-370	275	1	other	other	ADJ
ertr-370	275	2	factors	factor	NOUN
ertr-370	275	3	such	such	ADJ
ertr-370	275	4	as	as	ADP
ertr-370	275	5	location	location	NOUN
ertr-370	275	6	and	and	CCONJ
ertr-370	275	7	guest	guest	NOUN
ertr-370	275	8	country	country	NOUN
ertr-370	275	9	of	of	ADP
ertr-370	275	10	origin	origin	NOUN
ertr-370	275	11	can	can	AUX
ertr-370	275	12	be	be	AUX
ertr-370	275	13	utilized	utilize	VERB
ertr-370	275	14	in	in	ADP
ertr-370	275	15	better	well	ADJ
ertr-370	275	16	planning	planning	NOUN
ertr-370	275	17	,	,	PUNCT
ertr-370	275	18	and	and	CCONJ
ertr-370	275	19	targeting	target	VERB
ertr-370	275	20	desired	desire	VERB
ertr-370	275	21	security	security	NOUN
ertr-370	275	22	levels	level	NOUN
ertr-370	275	23	.	.	PUNCT
ertr-370	276	1	suitable	suitable	ADJ
ertr-370	276	2	marketing	marketing	NOUN
ertr-370	276	3	mix	mix	NOUN
ertr-370	276	4	strategy	strategy	NOUN
ertr-370	276	5	should	should	AUX
ertr-370	276	6	be	be	AUX
ertr-370	276	7	applied	apply	VERB
ertr-370	276	8	for	for	ADP
ertr-370	276	9	different	different	ADJ
ertr-370	276	10	segments	segment	NOUN
ertr-370	276	11	regarding	regard	VERB
ertr-370	276	12	the	the	DET
ertr-370	276	13	heterogeneity	heterogeneity	NOUN
ertr-370	276	14	in	in	ADP
ertr-370	276	15	terms	term	NOUN
ertr-370	276	16	of	of	ADP
ertr-370	276	17	guest	guest	NOUN
ertr-370	276	18	country	country	NOUN
ertr-370	276	19	of	of	ADP
ertr-370	276	20	origin	origin	NOUN
ertr-370	276	21	among	among	ADP
ertr-370	276	22	international	international	ADJ
ertr-370	276	23	tourists	tourist	NOUN
ertr-370	276	24	.	.	PUNCT
ertr-370	277	1	second	second	ADJ
ertr-370	277	2	,	,	PUNCT
ertr-370	277	3	online	online	ADJ
ertr-370	277	4	booking	booking	NOUN
ertr-370	277	5	systems	system	NOUN
ertr-370	277	6	such	such	ADJ
ertr-370	277	7	as	as	ADP
ertr-370	277	8	hostelworld.com	hostelworld.com	X
ertr-370	277	9	may	may	AUX
ertr-370	277	10	extract	extract	VERB
ertr-370	277	11	valuable	valuable	ADJ
ertr-370	277	12	opinions	opinion	NOUN
ertr-370	277	13	from	from	ADP
ertr-370	277	14	review	review	NOUN
ertr-370	277	15	content	content	NOUN
ertr-370	277	16	.	.	PUNCT
ertr-370	278	1	integrating	integrate	VERB
ertr-370	278	2	automatic	automatic	ADJ
ertr-370	278	3	review	review	NOUN
ertr-370	278	4	mining	mining	NOUN
ertr-370	278	5	with	with	ADP
ertr-370	278	6	online	online	ADJ
ertr-370	278	7	search	search	NOUN
ertr-370	278	8	engines	engine	NOUN
ertr-370	278	9	provides	provide	VERB
ertr-370	278	10	useful	useful	ADJ
ertr-370	278	11	information	information	NOUN
ertr-370	278	12	about	about	ADP
ertr-370	278	13	a	a	DET
ertr-370	278	14	certain	certain	ADJ
ertr-370	278	15	hostel	hostel	NOUN
ertr-370	278	16	and	and	CCONJ
ertr-370	278	17	facilitate	facilitate	NOUN
ertr-370	278	18	hostel	hostel	NOUN
ertr-370	278	19	picking	pick	VERB
ertr-370	278	20	by	by	ADP
ertr-370	278	21	potential	potential	ADJ
ertr-370	278	22	guests	guest	NOUN
ertr-370	278	23	.	.	PUNCT
ertr-370	279	1	future	future	ADJ
ertr-370	279	2	research	research	NOUN
ertr-370	279	3	should	should	AUX
ertr-370	279	4	explore	explore	VERB
ertr-370	279	5	how	how	SCONJ
ertr-370	279	6	other	other	ADJ
ertr-370	279	7	backpackers	backpacker	NOUN
ertr-370	279	8	’	'	PUNCT
ertr-370	279	9	demographic	demographic	ADJ
ertr-370	279	10	characteristics	characteristic	NOUN
ertr-370	279	11	such	such	ADJ
ertr-370	279	12	as	as	ADP
ertr-370	279	13	gender	gender	NOUN
ertr-370	279	14	,	,	PUNCT
ertr-370	279	15	age	age	NOUN
ertr-370	279	16	,	,	PUNCT
ertr-370	279	17	etc	etc	X
ertr-370	279	18	.	.	X
ertr-370	279	19	impact	impact	NOUN
ertr-370	279	20	backpackers	backpacker	NOUN
ertr-370	279	21	’	'	PUNCT
ertr-370	279	22	perceptions	perception	NOUN
ertr-370	279	23	of	of	ADP
ertr-370	279	24	security	security	NOUN
ertr-370	279	25	.	.	PUNCT
ertr-370	280	1	another	another	DET
ertr-370	280	2	direction	direction	NOUN
ertr-370	280	3	could	could	AUX
ertr-370	280	4	be	be	AUX
ertr-370	280	5	studying	study	VERB
ertr-370	280	6	backpackers	backpacker	NOUN
ertr-370	280	7	’	'	PUNCT
ertr-370	280	8	perceptions	perception	NOUN
ertr-370	280	9	of	of	ADP
ertr-370	280	10	security	security	NOUN
ertr-370	280	11	over	over	ADP
ertr-370	280	12	time	time	NOUN
ertr-370	280	13	as	as	ADP
ertr-370	280	14	backpackers	backpacker	NOUN
ertr-370	280	15	’	'	PUNCT
ertr-370	280	16	perception	perception	NOUN
ertr-370	280	17	of	of	ADP
ertr-370	280	18	security	security	NOUN
ertr-370	280	19	changes	change	NOUN
ertr-370	280	20	frequently	frequently	ADV
ertr-370	280	21	.	.	PUNCT
ertr-370	281	1	it	it	PRON
ertr-370	281	2	would	would	AUX
ertr-370	281	3	be	be	AUX
ertr-370	281	4	interesting	interesting	ADJ
ertr-370	281	5	to	to	PART
ertr-370	281	6	compare	compare	VERB
ertr-370	281	7	and	and	CCONJ
ertr-370	281	8	contrast	contrast	VERB
ertr-370	281	9	findings	finding	NOUN
ertr-370	281	10	between	between	ADP
ertr-370	281	11	different	different	ADJ
ertr-370	281	12	time	time	NOUN
ertr-370	281	13	periods	period	NOUN
ertr-370	281	14	.	.	PUNCT
ertr-370	282	1	additional	additional	ADJ
ertr-370	282	2	,	,	PUNCT
ertr-370	282	3	it	it	PRON
ertr-370	282	4	would	would	AUX
ertr-370	282	5	also	also	ADV
ertr-370	282	6	be	be	AUX
ertr-370	282	7	interesting	interesting	ADJ
ertr-370	282	8	to	to	PART
ertr-370	282	9	study	study	VERB
ertr-370	282	10	how	how	SCONJ
ertr-370	282	11	hostels	hostel	NOUN
ertr-370	282	12	distance	distance	NOUN
ertr-370	282	13	from	from	ADP
ertr-370	282	14	a	a	DET
ertr-370	282	15	police	police	NOUN
ertr-370	282	16	station	station	NOUN
ertr-370	282	17	,	,	PUNCT
ertr-370	282	18	hospitals	hospital	NOUN
ertr-370	282	19	and	and	CCONJ
ertr-370	282	20	in	in	ADP
ertr-370	282	21	general	general	ADJ
ertr-370	282	22	public	public	ADJ
ertr-370	282	23	facilities	facility	NOUN
ertr-370	282	24	impact	impact	NOUN
ertr-370	282	25	backpackers	backpacker	NOUN
ertr-370	282	26	'	'	PART
ertr-370	282	27	perceptions	perception	NOUN
ertr-370	282	28	of	of	ADP
ertr-370	282	29	security	security	NOUN
ertr-370	282	30	.	.	PUNCT
ertr-370	283	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	284	1	e	e	NOUN
ertr-370	284	2	-	-	NOUN
ertr-370	284	3	review	review	NOUN
ertr-370	284	4	of	of	ADP
ertr-370	284	5	tourism	tourism	NOUN
ertr-370	284	6	research	research	NOUN
ertr-370	284	7	(	(	PUNCT
ertr-370	284	8	ertr	ertr	NOUN
ertr-370	284	9	)	)	PUNCT
ertr-370	284	10	,	,	PUNCT
ertr-370	284	11	vol	vol	NOUN
ertr-370	284	12	.	.	PROPN
ertr-370	284	13	16	16	NUM
ertr-370	284	14	,	,	PUNCT
ertr-370	284	15	no	no	INTJ
ertr-370	284	16	.	.	NOUN
ertr-370	284	17	4	4	NUM
ertr-370	284	18	,	,	PUNCT
ertr-370	284	19	2019	2019	NUM
ertr-370	284	20	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	284	21	269	269	NUM
ertr-370	284	22	references	reference	NOUN
ertr-370	284	23	:	:	PUNCT
ertr-370	285	1	amblee	amblee	PROPN
ertr-370	285	2	,	,	PUNCT
ertr-370	285	3	n.	n.	NOUN
ertr-370	285	4	(	(	PUNCT
ertr-370	285	5	2015	2015	NUM
ertr-370	285	6	)	)	PUNCT
ertr-370	285	7	.	.	PUNCT
ertr-370	286	1	the	the	DET
ertr-370	286	2	impact	impact	NOUN
ertr-370	286	3	of	of	ADP
ertr-370	286	4	cleanliness	cleanliness	NOUN
ertr-370	286	5	on	on	ADP
ertr-370	286	6	customer	customer	NOUN
ertr-370	286	7	perceptions	perception	NOUN
ertr-370	286	8	of	of	ADP
ertr-370	286	9	security	security	NOUN
ertr-370	286	10	in	in	ADP
ertr-370	286	11	hostels	hostel	NOUN
ertr-370	286	12	:	:	PUNCT
ertr-370	286	13	a	a	DET
ertr-370	286	14	wom	wom	NOUN
ertr-370	286	15	-	-	PUNCT
ertr-370	286	16	based	base	VERB
ertr-370	286	17	approach	approach	NOUN
ertr-370	286	18	.	.	PUNCT
ertr-370	287	1	international	international	ADJ
ertr-370	287	2	journal	journal	PROPN
ertr-370	287	3	of	of	ADP
ertr-370	287	4	hospitality	hospitality	PROPN
ertr-370	287	5	management	management	NOUN
ertr-370	287	6	,	,	PUNCT
ertr-370	287	7	49	49	NUM
ertr-370	287	8	,	,	PUNCT
ertr-370	287	9	37–39	37–39	NUM
ertr-370	287	10	.	.	PUNCT
ertr-370	288	1	brochado	brochado	PROPN
ertr-370	288	2	,	,	PUNCT
ertr-370	288	3	a.	a.	PROPN
ertr-370	288	4	,	,	PUNCT
ertr-370	288	5	&	&	CCONJ
ertr-370	288	6	rita	rita	PROPN
ertr-370	288	7	,	,	PUNCT
ertr-370	288	8	p.	p.	NOUN
ertr-370	288	9	(	(	PUNCT
ertr-370	288	10	2016	2016	NUM
ertr-370	288	11	)	)	PUNCT
ertr-370	288	12	.	.	PUNCT
ertr-370	289	1	exploring	explore	VERB
ertr-370	289	2	heterogeneity	heterogeneity	NOUN
ertr-370	289	3	among	among	ADP
ertr-370	289	4	backpackers	backpacker	NOUN
ertr-370	289	5	in	in	ADP
ertr-370	289	6	hostels	hostel	NOUN
ertr-370	289	7	.	.	PUNCT
ertr-370	290	1	current	current	ADJ
ertr-370	290	2	issues	issue	NOUN
ertr-370	290	3	in	in	ADP
ertr-370	290	4	tourism	tourism	NOUN
ertr-370	290	5	,	,	PUNCT
ertr-370	290	6	1–19	1–19	PROPN
ertr-370	290	7	.	.	PUNCT
ertr-370	291	1	corman	corman	PROPN
ertr-370	291	2	,	,	PUNCT
ertr-370	291	3	s.	s.	PROPN
ertr-370	291	4	r.	r.	PROPN
ertr-370	291	5	,	,	PUNCT
ertr-370	291	6	kuhn	kuhn	PROPN
ertr-370	291	7	,	,	PUNCT
ertr-370	291	8	t.	t.	PROPN
ertr-370	291	9	,	,	PUNCT
ertr-370	291	10	mcphee	mcphee	NOUN
ertr-370	291	11	,	,	PUNCT
ertr-370	291	12	r.	r.	PROPN
ertr-370	291	13	d.	d.	PROPN
ertr-370	291	14	,	,	PUNCT
ertr-370	291	15	&	&	CCONJ
ertr-370	291	16	dooley	dooley	PROPN
ertr-370	291	17	,	,	PUNCT
ertr-370	291	18	k.	k.	PROPN
ertr-370	291	19	j.	j.	PROPN
ertr-370	291	20	(	(	PUNCT
ertr-370	291	21	2002	2002	NUM
ertr-370	291	22	)	)	PUNCT
ertr-370	291	23	.	.	PUNCT
ertr-370	292	1	studying	study	VERB
ertr-370	292	2	complex	complex	ADJ
ertr-370	292	3	discursive	discursive	ADJ
ertr-370	292	4	systems	system	NOUN
ertr-370	292	5	:	:	PUNCT
ertr-370	292	6	centering	center	VERB
ertr-370	292	7	resonance	resonance	NOUN
ertr-370	292	8	analysis	analysis	NOUN
ertr-370	292	9	of	of	ADP
ertr-370	292	10	communication	communication	NOUN
ertr-370	292	11	.	.	PUNCT
ertr-370	293	1	human	human	ADJ
ertr-370	293	2	communication	communication	NOUN
ertr-370	293	3	research	research	NOUN
ertr-370	293	4	,	,	PUNCT
ertr-370	293	5	28(2	28(2	NUM
ertr-370	293	6	)	)	PUNCT
ertr-370	293	7	,	,	PUNCT
ertr-370	293	8	157–206	157–206	NUM
ertr-370	293	9	.	.	PUNCT
ertr-370	294	1	cró	cró	PROPN
ertr-370	294	2	,	,	PUNCT
ertr-370	294	3	s.	s.	PROPN
ertr-370	294	4	,	,	PUNCT
ertr-370	294	5	&	&	CCONJ
ertr-370	294	6	martins	martin	NOUN
ertr-370	294	7	,	,	PUNCT
ertr-370	294	8	a.	a.	NOUN
ertr-370	294	9	m.	m.	NOUN
ertr-370	294	10	(	(	PUNCT
ertr-370	294	11	2017	2017	NUM
ertr-370	294	12	)	)	PUNCT
ertr-370	294	13	.	.	PUNCT
ertr-370	295	1	the	the	DET
ertr-370	295	2	importance	importance	NOUN
ertr-370	295	3	of	of	ADP
ertr-370	295	4	security	security	NOUN
ertr-370	295	5	for	for	ADP
ertr-370	295	6	hostel	hostel	NOUN
ertr-370	295	7	price	price	NOUN
ertr-370	295	8	premiums	premium	NOUN
ertr-370	295	9	:	:	PUNCT
ertr-370	295	10	european	european	ADJ
ertr-370	295	11	empirical	empirical	ADJ
ertr-370	295	12	evidence	evidence	NOUN
ertr-370	295	13	.	.	PUNCT
ertr-370	296	1	tourism	tourism	NOUN
ertr-370	296	2	management	management	NOUN
ertr-370	296	3	,	,	PUNCT
ertr-370	296	4	60	60	NUM
ertr-370	296	5	,	,	PUNCT
ertr-370	296	6	159–165	159–165	NUM
ertr-370	296	7	.	.	PUNCT
ertr-370	297	1	cró	cró	PROPN
ertr-370	297	2	,	,	PUNCT
ertr-370	297	3	s.	s.	PROPN
ertr-370	297	4	,	,	PUNCT
ertr-370	297	5	martins	martin	NOUN
ertr-370	297	6	,	,	PUNCT
ertr-370	297	7	a.	a.	NOUN
ertr-370	297	8	m.	m.	NOUN
ertr-370	297	9	,	,	PUNCT
ertr-370	297	10	simões	simõe	VERB
ertr-370	297	11	,	,	PUNCT
ertr-370	297	12	j.	j.	PROPN
ertr-370	297	13	m.	m.	PROPN
ertr-370	297	14	,	,	PUNCT
ertr-370	297	15	&	&	CCONJ
ertr-370	297	16	calisto	calisto	PROPN
ertr-370	297	17	,	,	PUNCT
ertr-370	297	18	m.	m.	PROPN
ertr-370	297	19	de	de	PROPN
ertr-370	297	20	l.	l.	PROPN
ertr-370	297	21	(	(	PUNCT
ertr-370	297	22	2018	2018	NUM
ertr-370	297	23	)	)	PUNCT
ertr-370	297	24	.	.	PUNCT
ertr-370	298	1	effect	effect	NOUN
ertr-370	298	2	of	of	ADP
ertr-370	298	3	security	security	NOUN
ertr-370	298	4	on	on	ADP
ertr-370	298	5	hostels	hostel	NOUN
ertr-370	298	6	’	'	PUNCT
ertr-370	298	7	price	price	NOUN
ertr-370	298	8	premiums	premium	NOUN
ertr-370	298	9	:	:	PUNCT
ertr-370	298	10	a	a	DET
ertr-370	298	11	hedonic	hedonic	ADJ
ertr-370	298	12	pricing	pricing	NOUN
ertr-370	298	13	approach	approach	NOUN
ertr-370	298	14	.	.	PUNCT
ertr-370	299	1	cornell	cornell	PROPN
ertr-370	299	2	hospitality	hospitality	PROPN
ertr-370	299	3	quarterly	quarterly	ADV
ertr-370	299	4	,	,	PUNCT
ertr-370	299	5	1938965518777224	1938965518777224	NUM
ertr-370	299	6	.	.	PUNCT
ertr-370	300	1	dayour	dayour	NOUN
ertr-370	300	2	,	,	PUNCT
ertr-370	300	3	f.	f.	PROPN
ertr-370	300	4	,	,	PUNCT
ertr-370	300	5	adongo	adongo	PROPN
ertr-370	300	6	,	,	PUNCT
ertr-370	300	7	c.	c.	PROPN
ertr-370	300	8	a.	a.	PROPN
ertr-370	300	9	,	,	PUNCT
ertr-370	300	10	&	&	CCONJ
ertr-370	300	11	taale	taale	PROPN
ertr-370	300	12	,	,	PUNCT
ertr-370	300	13	f.	f.	PROPN
ertr-370	300	14	(	(	PUNCT
ertr-370	300	15	2016	2016	NUM
ertr-370	300	16	)	)	PUNCT
ertr-370	300	17	.	.	PUNCT
ertr-370	301	1	determinants	determinant	NOUN
ertr-370	301	2	of	of	ADP
ertr-370	301	3	backpackers	backpacker	NOUN
ertr-370	301	4	’	'	PUNCT
ertr-370	301	5	expenditure	expenditure	NOUN
ertr-370	301	6	.	.	PUNCT
ertr-370	302	1	tourism	tourism	NOUN
ertr-370	302	2	management	management	NOUN
ertr-370	302	3	perspectives	perspective	NOUN
ertr-370	302	4	,	,	PUNCT
ertr-370	302	5	17	17	NUM
ertr-370	302	6	,	,	PUNCT
ertr-370	302	7	36–43	36–43	NUM
ertr-370	302	8	.	.	PUNCT
ertr-370	303	1	domingos	domingos	PROPN
ertr-370	303	2	,	,	PUNCT
ertr-370	303	3	p.	p.	NOUN
ertr-370	303	4	,	,	PUNCT
ertr-370	303	5	&	&	CCONJ
ertr-370	303	6	pazzani	pazzani	PROPN
ertr-370	303	7	,	,	PUNCT
ertr-370	303	8	m.	m.	NOUN
ertr-370	303	9	(	(	PUNCT
ertr-370	303	10	1997	1997	NUM
ertr-370	303	11	)	)	PUNCT
ertr-370	303	12	.	.	PUNCT
ertr-370	304	1	on	on	ADP
ertr-370	304	2	the	the	DET
ertr-370	304	3	optimality	optimality	NOUN
ertr-370	304	4	of	of	ADP
ertr-370	304	5	the	the	DET
ertr-370	304	6	simple	simple	ADJ
ertr-370	304	7	bayesian	bayesian	NOUN
ertr-370	304	8	classifier	classifier	NOUN
ertr-370	304	9	under	under	ADP
ertr-370	304	10	zero	zero	NUM
ertr-370	304	11	-	-	PUNCT
ertr-370	304	12	one	one	NUM
ertr-370	304	13	loss	loss	NOUN
ertr-370	304	14	.	.	PUNCT
ertr-370	305	1	machine	machine	NOUN
ertr-370	305	2	learning	learning	NOUN
ertr-370	305	3	,	,	PUNCT
ertr-370	305	4	29(2–3	29(2–3	NUM
ertr-370	305	5	)	)	PUNCT
ertr-370	305	6	,	,	PUNCT
ertr-370	305	7	103–130	103–130	NUM
ertr-370	305	8	.	.	PUNCT
ertr-370	306	1	go	go	VERB
ertr-370	306	2	,	,	PUNCT
ertr-370	306	3	a.	a.	NOUN
ertr-370	306	4	,	,	PUNCT
ertr-370	306	5	bhayani	bhayani	PROPN
ertr-370	306	6	,	,	PUNCT
ertr-370	306	7	r.	r.	PROPN
ertr-370	306	8	,	,	PUNCT
ertr-370	306	9	&	&	CCONJ
ertr-370	306	10	huang	huang	PROPN
ertr-370	306	11	,	,	PUNCT
ertr-370	306	12	l.	l.	PROPN
ertr-370	306	13	(	(	PUNCT
ertr-370	306	14	2009	2009	NUM
ertr-370	306	15	)	)	PUNCT
ertr-370	306	16	.	.	PUNCT
ertr-370	307	1	twitter	twitter	NOUN
ertr-370	307	2	sentiment	sentiment	NOUN
ertr-370	307	3	classification	classification	NOUN
ertr-370	307	4	using	use	VERB
ertr-370	307	5	distant	distant	ADJ
ertr-370	307	6	supervision	supervision	NOUN
ertr-370	307	7	.	.	PUNCT
ertr-370	308	1	cs224n	cs224n	ADJ
ertr-370	308	2	project	project	NOUN
ertr-370	308	3	report	report	NOUN
ertr-370	308	4	,	,	PUNCT
ertr-370	308	5	stanford	stanford	PROPN
ertr-370	308	6	,	,	PUNCT
ertr-370	308	7	1(12	1(12	NUM
ertr-370	308	8	)	)	PUNCT
ertr-370	308	9	.	.	PUNCT
ertr-370	309	1	hecht	hecht	PROPN
ertr-370	309	2	,	,	PUNCT
ertr-370	309	3	j.-a	j.-a	PROPN
ertr-370	309	4	.	.	PUNCT
ertr-370	309	5	,	,	PUNCT
ertr-370	309	6	&	&	CCONJ
ertr-370	309	7	martin	martin	PROPN
ertr-370	309	8	,	,	PUNCT
ertr-370	309	9	d.	d.	PROPN
ertr-370	309	10	(	(	PUNCT
ertr-370	309	11	2006	2006	NUM
ertr-370	309	12	)	)	PUNCT
ertr-370	309	13	.	.	PUNCT
ertr-370	310	1	backpacking	backpacking	NOUN
ertr-370	310	2	and	and	CCONJ
ertr-370	310	3	hostel	hostel	NOUN
ertr-370	310	4	-	-	PUNCT
ertr-370	310	5	picking	picking	NOUN
ertr-370	310	6	:	:	PUNCT
ertr-370	310	7	an	an	DET
ertr-370	310	8	analysis	analysis	NOUN
ertr-370	310	9	from	from	ADP
ertr-370	310	10	canada	canada	PROPN
ertr-370	310	11	.	.	PUNCT
ertr-370	311	1	international	international	ADJ
ertr-370	311	2	journal	journal	PROPN
ertr-370	311	3	of	of	ADP
ertr-370	311	4	contemporary	contemporary	PROPN
ertr-370	311	5	hospitality	hospitality	PROPN
ertr-370	311	6	management	management	NOUN
ertr-370	311	7	,	,	PUNCT
ertr-370	311	8	18(1	18(1	NUM
ertr-370	311	9	)	)	PUNCT
ertr-370	311	10	,	,	PUNCT
ertr-370	311	11	69–77	69–77	NUM
ertr-370	311	12	.	.	PUNCT
ertr-370	312	1	hostelworld	hostelworld	NOUN
ertr-370	312	2	.	.	PUNCT
ertr-370	313	1	(	(	PUNCT
ertr-370	313	2	2016	2016	NUM
ertr-370	313	3	)	)	PUNCT
ertr-370	313	4	.	.	PUNCT
ertr-370	314	1	annual	annual	ADJ
ertr-370	314	2	report	report	NOUN
ertr-370	314	3	.	.	PUNCT
ertr-370	315	1	retrieved	retrieve	VERB
ertr-370	315	2	from	from	ADP
ertr-370	315	3	http://www.hostelworldgroup.com/~/media/files/h/hostelworld/reports-andpresentations/hostelworld-annual-report-2016.pdf	http://www.hostelworldgroup.com/~/media/files/h/hostelworld/reports-andpresentations/hostelworld-annual-report-2016.pdf	PROPN
ertr-370	315	4	lima	lima	PROPN
ertr-370	315	5	,	,	PUNCT
ertr-370	315	6	r.	r.	PROPN
ertr-370	315	7	,	,	PUNCT
ertr-370	315	8	vicente	vicente	PROPN
ertr-370	315	9	,	,	PUNCT
ertr-370	315	10	p.	p.	PROPN
ertr-370	315	11	,	,	PUNCT
ertr-370	315	12	&	&	CCONJ
ertr-370	315	13	others	other	NOUN
ertr-370	315	14	.	.	PUNCT
ertr-370	316	1	(	(	PUNCT
ertr-370	316	2	2017	2017	NUM
ertr-370	316	3	)	)	PUNCT
ertr-370	316	4	.	.	PUNCT
ertr-370	317	1	exploring	explore	VERB
ertr-370	317	2	the	the	DET
ertr-370	317	3	relationship	relationship	NOUN
ertr-370	317	4	between	between	ADP
ertr-370	317	5	hostel	hostel	NOUN
ertr-370	317	6	service	service	NOUN
ertr-370	317	7	quality	quality	NOUN
ertr-370	317	8	and	and	CCONJ
ertr-370	317	9	guests	guest	NOUN
ertr-370	317	10	’	'	PUNCT
ertr-370	317	11	satisfaction	satisfaction	NOUN
ertr-370	317	12	:	:	PUNCT
ertr-370	317	13	a	a	DET
ertr-370	317	14	comparison	comparison	NOUN
ertr-370	317	15	between	between	ADP
ertr-370	317	16	younger	young	ADJ
ertr-370	317	17	and	and	CCONJ
ertr-370	317	18	older	old	ADJ
ertr-370	317	19	guests	guest	NOUN
ertr-370	317	20	.	.	PUNCT
ertr-370	318	1	ereview	ereview	NOUN
ertr-370	318	2	of	of	ADP
ertr-370	318	3	tourism	tourism	NOUN
ertr-370	318	4	research	research	NOUN
ertr-370	318	5	,	,	PUNCT
ertr-370	318	6	(	(	PUNCT
ertr-370	318	7	5–6	5–6	NOUN
ertr-370	318	8	)	)	PUNCT
ertr-370	318	9	,	,	PUNCT
ertr-370	318	10	242–257	242–257	NUM
ertr-370	318	11	.	.	PUNCT
ertr-370	319	1	liu	liu	PROPN
ertr-370	319	2	,	,	PUNCT
ertr-370	319	3	b.	b.	PROPN
ertr-370	319	4	,	,	PUNCT
ertr-370	319	5	&	&	CCONJ
ertr-370	319	6	zhang	zhang	PROPN
ertr-370	319	7	,	,	PUNCT
ertr-370	319	8	l.	l.	PROPN
ertr-370	319	9	(	(	PUNCT
ertr-370	319	10	2012	2012	NUM
ertr-370	319	11	)	)	PUNCT
ertr-370	319	12	.	.	PUNCT
ertr-370	320	1	a	a	DET
ertr-370	320	2	survey	survey	NOUN
ertr-370	320	3	of	of	ADP
ertr-370	320	4	opinion	opinion	NOUN
ertr-370	320	5	mining	mining	NOUN
ertr-370	320	6	and	and	CCONJ
ertr-370	320	7	sentiment	sentiment	NOUN
ertr-370	320	8	analysis	analysis	NOUN
ertr-370	320	9	.	.	PUNCT
ertr-370	321	1	in	in	ADP
ertr-370	321	2	mining	mining	NOUN
ertr-370	321	3	text	text	NOUN
ertr-370	321	4	data	datum	NOUN
ertr-370	321	5	(	(	PUNCT
ertr-370	321	6	pp	pp	ADJ
ertr-370	321	7	.	.	PUNCT
ertr-370	321	8	415–463	415–463	NUM
ertr-370	321	9	)	)	PUNCT
ertr-370	321	10	.	.	PUNCT
ertr-370	322	1	springer	springer	NOUN
ertr-370	322	2	.	.	PUNCT
ertr-370	323	1	maoz	maoz	PROPN
ertr-370	323	2	,	,	PUNCT
ertr-370	323	3	d.	d.	PROPN
ertr-370	323	4	(	(	PUNCT
ertr-370	323	5	2007	2007	NUM
ertr-370	323	6	)	)	PUNCT
ertr-370	323	7	.	.	PUNCT
ertr-370	324	1	backpackers	backpacker	NOUN
ertr-370	324	2	’	'	PUNCT
ertr-370	324	3	motivations	motivation	VERB
ertr-370	324	4	the	the	DET
ertr-370	324	5	role	role	NOUN
ertr-370	324	6	of	of	ADP
ertr-370	324	7	culture	culture	NOUN
ertr-370	324	8	and	and	CCONJ
ertr-370	324	9	nationality	nationality	NOUN
ertr-370	324	10	.	.	PUNCT
ertr-370	325	1	annals	annal	NOUN
ertr-370	325	2	of	of	ADP
ertr-370	325	3	tourism	tourism	NOUN
ertr-370	325	4	research	research	NOUN
ertr-370	325	5	,	,	PUNCT
ertr-370	325	6	34(1	34(1	NUM
ertr-370	325	7	)	)	PUNCT
ertr-370	325	8	,	,	PUNCT
ertr-370	325	9	122–140	122–140	NUM
ertr-370	325	10	.	.	PUNCT
ertr-370	326	1	martins	martin	NOUN
ertr-370	326	2	,	,	PUNCT
ertr-370	326	3	m.	m.	PROPN
ertr-370	326	4	r.	r.	PROPN
ertr-370	326	5	,	,	PUNCT
ertr-370	326	6	rachão	rachão	PROPN
ertr-370	326	7	,	,	PUNCT
ertr-370	326	8	s.	s.	PROPN
ertr-370	326	9	,	,	PUNCT
ertr-370	326	10	&	&	CCONJ
ertr-370	326	11	costa	costa	PROPN
ertr-370	326	12	,	,	PUNCT
ertr-370	326	13	r.	r.	PROPN
ertr-370	326	14	a.	a.	PROPN
ertr-370	326	15	da	da	PROPN
ertr-370	326	16	.	.	PUNCT
ertr-370	326	17	(	(	PUNCT
ertr-370	326	18	2018	2018	NUM
ertr-370	326	19	)	)	PUNCT
ertr-370	326	20	.	.	PUNCT
ertr-370	327	1	electronic	electronic	ADJ
ertr-370	327	2	word	word	NOUN
ertr-370	327	3	of	of	ADP
ertr-370	327	4	mouth	mouth	NOUN
ertr-370	327	5	:	:	PUNCT
ertr-370	327	6	does	do	AUX
ertr-370	327	7	it	it	PRON
ertr-370	327	8	really	really	ADV
ertr-370	327	9	matter	matter	VERB
ertr-370	327	10	to	to	ADP
ertr-370	327	11	backpackers	backpacker	NOUN
ertr-370	327	12	?	?	PUNCT
ertr-370	328	1	booking	book	VERB
ertr-370	328	2	website	website	NOUN
ertr-370	328	3	reviews	review	NOUN
ertr-370	328	4	as	as	ADP
ertr-370	328	5	an	an	DET
ertr-370	328	6	indicator	indicator	NOUN
ertr-370	328	7	for	for	ADP
ertr-370	328	8	hostels	hostel	NOUN
ertr-370	328	9	’	'	PUNCT
ertr-370	328	10	quality	quality	NOUN
ertr-370	328	11	services	service	NOUN
ertr-370	328	12	.	.	PUNCT
ertr-370	329	1	journal	journal	NOUN
ertr-370	329	2	of	of	ADP
ertr-370	329	3	quality	quality	NOUN
ertr-370	329	4	assurance	assurance	NOUN
ertr-370	329	5	in	in	ADP
ertr-370	329	6	hospitality	hospitality	NOUN
ertr-370	329	7	&	&	CCONJ
ertr-370	329	8	tourism	tourism	NOUN
ertr-370	329	9	,	,	PUNCT
ertr-370	329	10	1–27	1–27	PROPN
ertr-370	329	11	.	.	PUNCT
ertr-370	329	12	muzaini	muzaini	PROPN
ertr-370	329	13	,	,	PUNCT
ertr-370	329	14	h.	h.	PROPN
ertr-370	329	15	(	(	PUNCT
ertr-370	329	16	2006	2006	NUM
ertr-370	329	17	)	)	PUNCT
ertr-370	329	18	.	.	PUNCT
ertr-370	330	1	backpacking	backpacking	PROPN
ertr-370	330	2	southeast	southeast	PROPN
ertr-370	330	3	asia	asia	PROPN
ertr-370	330	4	:	:	PUNCT
ertr-370	330	5	strategies	strategy	NOUN
ertr-370	330	6	of	of	ADP
ertr-370	330	7	looking	look	VERB
ertr-370	330	8	local	local	ADJ
ertr-370	330	9	.	.	PUNCT
ertr-370	331	1	annals	annal	NOUN
ertr-370	331	2	of	of	ADP
ertr-370	331	3	tourism	tourism	NOUN
ertr-370	331	4	research	research	NOUN
ertr-370	331	5	,	,	PUNCT
ertr-370	331	6	33(1	33(1	NUM
ertr-370	331	7	)	)	PUNCT
ertr-370	331	8	,	,	PUNCT
ertr-370	331	9	144–161	144–161	NUM
ertr-370	331	10	.	.	PUNCT
ertr-370	332	1	oliveira	oliveira	PROPN
ertr-370	332	2	-	-	PUNCT
ertr-370	332	3	brochado	brochado	PROPN
ertr-370	332	4	,	,	PUNCT
ertr-370	332	5	a.	a.	PROPN
ertr-370	332	6	,	,	PUNCT
ertr-370	332	7	&	&	CCONJ
ertr-370	332	8	gameiro	gameiro	PROPN
ertr-370	332	9	,	,	PUNCT
ertr-370	332	10	c.	c.	PROPN
ertr-370	332	11	(	(	PUNCT
ertr-370	332	12	2013	2013	NUM
ertr-370	332	13	)	)	PUNCT
ertr-370	332	14	.	.	PUNCT
ertr-370	333	1	toward	toward	ADP
ertr-370	333	2	a	a	DET
ertr-370	333	3	better	well	ADJ
ertr-370	333	4	understanding	understanding	NOUN
ertr-370	333	5	of	of	ADP
ertr-370	333	6	backpackers	backpacker	NOUN
ertr-370	333	7	’	'	PUNCT
ertr-370	333	8	motivations	motivation	NOUN
ertr-370	333	9	.	.	PUNCT
ertr-370	333	10	tékhne	tékhne	PROPN
ertr-370	333	11	,	,	PUNCT
ertr-370	333	12	11(2	11(2	NOUN
ertr-370	333	13	)	)	PUNCT
ertr-370	333	14	,	,	PUNCT
ertr-370	333	15	92–99	92–99	NUM
ertr-370	333	16	.	.	PUNCT
ertr-370	333	17	pang	pang	PROPN
ertr-370	333	18	,	,	PUNCT
ertr-370	333	19	b.	b.	PROPN
ertr-370	333	20	,	,	PUNCT
ertr-370	333	21	&	&	CCONJ
ertr-370	333	22	lee	lee	PROPN
ertr-370	333	23	,	,	PUNCT
ertr-370	333	24	l.	l.	PROPN
ertr-370	333	25	(	(	PUNCT
ertr-370	333	26	2005	2005	NUM
ertr-370	333	27	)	)	PUNCT
ertr-370	333	28	.	.	PUNCT
ertr-370	334	1	seeing	see	VERB
ertr-370	334	2	stars	star	NOUN
ertr-370	334	3	:	:	PUNCT
ertr-370	334	4	exploiting	exploit	VERB
ertr-370	334	5	class	class	NOUN
ertr-370	334	6	relationships	relationship	NOUN
ertr-370	334	7	for	for	ADP
ertr-370	334	8	sentiment	sentiment	NOUN
ertr-370	334	9	categorization	categorization	NOUN
ertr-370	334	10	with	with	ADP
ertr-370	334	11	respect	respect	NOUN
ertr-370	334	12	to	to	ADP
ertr-370	334	13	rating	rating	NOUN
ertr-370	334	14	scales	scale	NOUN
ertr-370	334	15	.	.	PUNCT
ertr-370	335	1	in	in	ADP
ertr-370	335	2	proceedings	proceeding	NOUN
ertr-370	335	3	of	of	ADP
ertr-370	335	4	the	the	DET
ertr-370	335	5	43rd	43rd	ADJ
ertr-370	335	6	annual	annual	ADJ
ertr-370	335	7	meeting	meeting	NOUN
ertr-370	335	8	on	on	ADP
ertr-370	335	9	association	association	NOUN
ertr-370	335	10	for	for	ADP
ertr-370	335	11	computational	computational	ADJ
ertr-370	335	12	linguistics	linguistic	NOUN
ertr-370	335	13	(	(	PUNCT
ertr-370	335	14	pp	pp	ADJ
ertr-370	335	15	.	.	PUNCT
ertr-370	335	16	115–124	115–124	NUM
ertr-370	335	17	)	)	PUNCT
ertr-370	335	18	.	.	PUNCT
ertr-370	336	1	pang	pang	NOUN
ertr-370	336	2	,	,	PUNCT
ertr-370	336	3	b.	b.	PROPN
ertr-370	336	4	,	,	PUNCT
ertr-370	336	5	lee	lee	PROPN
ertr-370	336	6	,	,	PUNCT
ertr-370	336	7	l.	l.	PROPN
ertr-370	336	8	,	,	PUNCT
ertr-370	336	9	&	&	CCONJ
ertr-370	336	10	others	other	NOUN
ertr-370	336	11	.	.	PUNCT
ertr-370	337	1	(	(	PUNCT
ertr-370	337	2	2008	2008	NUM
ertr-370	337	3	)	)	PUNCT
ertr-370	337	4	.	.	PUNCT
ertr-370	338	1	opinion	opinion	NOUN
ertr-370	338	2	mining	mining	NOUN
ertr-370	338	3	and	and	CCONJ
ertr-370	338	4	sentiment	sentiment	NOUN
ertr-370	338	5	analysis	analysis	NOUN
ertr-370	338	6	.	.	PUNCT
ertr-370	339	1	foundations	foundation	NOUN
ertr-370	339	2	and	and	CCONJ
ertr-370	339	3	trends	trend	NOUN
ertr-370	339	4	®	®	PROPN
ertr-370	339	5	in	in	ADP
ertr-370	339	6	information	information	NOUN
ertr-370	339	7	retrieval	retrieval	NOUN
ertr-370	339	8	,	,	PUNCT
ertr-370	339	9	2(1	2(1	NUM
ertr-370	339	10	-	-	NUM
ertr-370	339	11	-2	-2	NUM
ertr-370	339	12	)	)	PUNCT
ertr-370	339	13	,	,	PUNCT
ertr-370	339	14	1–135	1–135	NUM
ertr-370	339	15	.	.	PUNCT
ertr-370	339	16	prabowo	prabowo	PROPN
ertr-370	339	17	,	,	PUNCT
ertr-370	339	18	r.	r.	PROPN
ertr-370	339	19	,	,	PUNCT
ertr-370	339	20	&	&	CCONJ
ertr-370	339	21	thelwall	thelwall	PROPN
ertr-370	339	22	,	,	PUNCT
ertr-370	339	23	m.	m.	NOUN
ertr-370	339	24	(	(	PUNCT
ertr-370	339	25	2009	2009	NUM
ertr-370	339	26	)	)	PUNCT
ertr-370	339	27	.	.	PUNCT
ertr-370	340	1	sentiment	sentiment	NOUN
ertr-370	340	2	analysis	analysis	NOUN
ertr-370	340	3	:	:	PUNCT
ertr-370	340	4	a	a	DET
ertr-370	340	5	combined	combined	ADJ
ertr-370	340	6	approach	approach	NOUN
ertr-370	340	7	.	.	PUNCT
ertr-370	341	1	journal	journal	PROPN
ertr-370	341	2	of	of	ADP
ertr-370	341	3	informetrics	informetric	NOUN
ertr-370	341	4	,	,	PUNCT
ertr-370	341	5	3(2	3(2	NUM
ertr-370	341	6	)	)	PUNCT
ertr-370	341	7	,	,	PUNCT
ertr-370	341	8	143–157	143–157	NUM
ertr-370	341	9	.	.	PUNCT
ertr-370	342	1	richards	richards	PROPN
ertr-370	342	2	,	,	PUNCT
ertr-370	342	3	g.	g.	PROPN
ertr-370	342	4	,	,	PUNCT
ertr-370	342	5	king	king	PROPN
ertr-370	342	6	,	,	PUNCT
ertr-370	342	7	b.	b.	PROPN
ertr-370	342	8	,	,	PUNCT
ertr-370	342	9	&	&	CCONJ
ertr-370	342	10	others	other	NOUN
ertr-370	342	11	.	.	PUNCT
ertr-370	343	1	(	(	PUNCT
ertr-370	343	2	2003	2003	NUM
ertr-370	343	3	)	)	PUNCT
ertr-370	343	4	.	.	PUNCT
ertr-370	344	1	youth	youth	NOUN
ertr-370	344	2	travel	travel	NOUN
ertr-370	344	3	and	and	CCONJ
ertr-370	344	4	backpacking	backpacking	NOUN
ertr-370	344	5	.	.	PUNCT
ertr-370	345	1	travel	travel	PROPN
ertr-370	345	2	&	&	CCONJ
ertr-370	345	3	tourism	tourism	NOUN
ertr-370	345	4	analyst	analyst	NOUN
ertr-370	345	5	,	,	PUNCT
ertr-370	345	6	(	(	PUNCT
ertr-370	345	7	6	6	NUM
ertr-370	345	8	)	)	PUNCT
ertr-370	345	9	,	,	PUNCT
ertr-370	345	10	1–23	1–23	PROPN
ertr-370	345	11	.	.	PUNCT
ertr-370	345	12	shanahan	shanahan	PROPN
ertr-370	345	13	,	,	PUNCT
ertr-370	345	14	k.	k.	PROPN
ertr-370	345	15	j.	j.	PROPN
ertr-370	345	16	,	,	PUNCT
ertr-370	345	17	&	&	CCONJ
ertr-370	345	18	hyman	hyman	PROPN
ertr-370	345	19	,	,	PUNCT
ertr-370	345	20	m.	m.	PROPN
ertr-370	345	21	r.	r.	PROPN
ertr-370	345	22	(	(	PUNCT
ertr-370	345	23	2007	2007	NUM
ertr-370	345	24	)	)	PUNCT
ertr-370	345	25	.	.	PUNCT
ertr-370	346	1	an	an	DET
ertr-370	346	2	exploratory	exploratory	ADJ
ertr-370	346	3	study	study	NOUN
ertr-370	346	4	of	of	ADP
ertr-370	346	5	desired	desire	VERB
ertr-370	346	6	hotel	hotel	NOUN
ertr-370	346	7	attributes	attribute	NOUN
ertr-370	346	8	for	for	ADP
ertr-370	346	9	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-370	346	10	e	e	NOUN
ertr-370	346	11	-	-	NOUN
ertr-370	346	12	review	review	NOUN
ertr-370	346	13	of	of	ADP
ertr-370	346	14	tourism	tourism	NOUN
ertr-370	346	15	research	research	NOUN
ertr-370	346	16	(	(	PUNCT
ertr-370	346	17	ertr	ertr	NOUN
ertr-370	346	18	)	)	PUNCT
ertr-370	346	19	,	,	PUNCT
ertr-370	346	20	vol	vol	NOUN
ertr-370	346	21	.	.	PROPN
ertr-370	346	22	16	16	NUM
ertr-370	346	23	,	,	PUNCT
ertr-370	346	24	no	no	INTJ
ertr-370	346	25	.	.	NOUN
ertr-370	346	26	4	4	NUM
ertr-370	346	27	,	,	PUNCT
ertr-370	346	28	2019	2019	NUM
ertr-370	346	29	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-370	346	30	270	270	NUM
ertr-370	346	31	american	american	ADJ
ertr-370	346	32	tourists	tourist	NOUN
ertr-370	346	33	vacationing	vacation	VERB
ertr-370	346	34	in	in	ADP
ertr-370	346	35	china	china	PROPN
ertr-370	346	36	and	and	CCONJ
ertr-370	346	37	ireland	ireland	PROPN
ertr-370	346	38	.	.	PUNCT
ertr-370	347	1	journal	journal	PROPN
ertr-370	347	2	of	of	ADP
ertr-370	347	3	vacation	vacation	NOUN
ertr-370	347	4	marketing	marketing	NOUN
ertr-370	347	5	,	,	PUNCT
ertr-370	347	6	13(2	13(2	PROPN
ertr-370	347	7	)	)	PUNCT
ertr-370	347	8	,	,	PUNCT
ertr-370	347	9	107–118	107–118	NUM
ertr-370	347	10	.	.	PUNCT
ertr-370	348	1	shokoohyar	shokoohyar	PROPN
ertr-370	348	2	,	,	PUNCT
ertr-370	348	3	s.	s.	PROPN
ertr-370	348	4	(	(	PUNCT
ertr-370	348	5	2018	2018	NUM
ertr-370	348	6	)	)	PUNCT
ertr-370	348	7	.	.	PUNCT
ertr-370	349	1	ride	ride	NOUN
ertr-370	349	2	-	-	PUNCT
ertr-370	349	3	sharing	share	VERB
ertr-370	349	4	platforms	platform	NOUN
ertr-370	349	5	from	from	ADP
ertr-370	349	6	drivers	driver	NOUN
ertr-370	349	7	’	’	PART
ertr-370	349	8	perspective	perspective	NOUN
ertr-370	349	9	:	:	PUNCT
ertr-370	349	10	evidence	evidence	NOUN
ertr-370	349	11	from	from	ADP
ertr-370	349	12	uber	uber	ADJ
ertr-370	349	13	and	and	CCONJ
ertr-370	349	14	lyft	lyft	NOUN
ertr-370	349	15	drivers	driver	NOUN
ertr-370	349	16	.	.	PUNCT
ertr-370	350	1	international	international	ADJ
ertr-370	350	2	journal	journal	PROPN
ertr-370	350	3	of	of	ADP
ertr-370	350	4	data	datum	NOUN
ertr-370	350	5	and	and	CCONJ
ertr-370	350	6	network	network	NOUN
ertr-370	350	7	science	science	NOUN
ertr-370	350	8	,	,	PUNCT
ertr-370	350	9	2(4	2(4	NUM
ertr-370	350	10	)	)	PUNCT
ertr-370	350	11	,	,	PUNCT
ertr-370	350	12	89–98	89–98	NUM
ertr-370	350	13	.	.	PUNCT
ertr-370	350	14	shortt	shortt	PROPN
ertr-370	350	15	,	,	PUNCT
ertr-370	350	16	g.	g.	PROPN
ertr-370	350	17	,	,	PUNCT
ertr-370	350	18	&	&	CCONJ
ertr-370	350	19	ruys	ruys	PROPN
ertr-370	350	20	,	,	PUNCT
ertr-370	350	21	h.	h.	PROPN
ertr-370	350	22	(	(	PUNCT
ertr-370	350	23	1994	1994	NUM
ertr-370	350	24	)	)	PUNCT
ertr-370	350	25	.	.	PUNCT
ertr-370	351	1	hotel	hotel	NOUN
ertr-370	351	2	security	security	NOUN
ertr-370	351	3	:	:	PUNCT
ertr-370	351	4	the	the	DET
ertr-370	351	5	needs	need	NOUN
ertr-370	351	6	of	of	ADP
ertr-370	351	7	the	the	DET
ertr-370	351	8	mature	mature	ADJ
ertr-370	351	9	age	age	NOUN
ertr-370	351	10	market	market	NOUN
ertr-370	351	11	.	.	PUNCT
ertr-370	352	1	international	international	ADJ
ertr-370	352	2	journal	journal	PROPN
ertr-370	352	3	of	of	ADP
ertr-370	352	4	contemporary	contemporary	PROPN
ertr-370	352	5	hospitality	hospitality	PROPN
ertr-370	352	6	management	management	NOUN
ertr-370	352	7	,	,	PUNCT
ertr-370	352	8	6(5	6(5	NUM
ertr-370	352	9	)	)	PUNCT
ertr-370	352	10	,	,	PUNCT
ertr-370	352	11	14–19	14–19	NUM
ertr-370	352	12	.	.	PUNCT
ertr-370	353	1	teo	teo	PROPN
ertr-370	353	2	,	,	PUNCT
ertr-370	353	3	p.	p.	PROPN
ertr-370	353	4	,	,	PUNCT
ertr-370	353	5	&	&	CCONJ
ertr-370	353	6	leong	leong	PROPN
ertr-370	353	7	,	,	PUNCT
ertr-370	353	8	s.	s.	PROPN
ertr-370	353	9	(	(	PUNCT
ertr-370	353	10	2006	2006	NUM
ertr-370	353	11	)	)	PUNCT
ertr-370	353	12	.	.	PUNCT
ertr-370	354	1	a	a	DET
ertr-370	354	2	postcolonial	postcolonial	ADJ
ertr-370	354	3	analysis	analysis	NOUN
ertr-370	354	4	of	of	ADP
ertr-370	354	5	backpacking	backpacking	NOUN
ertr-370	354	6	.	.	PUNCT
ertr-370	355	1	annals	annal	NOUN
ertr-370	355	2	of	of	ADP
ertr-370	355	3	tourism	tourism	NOUN
ertr-370	355	4	research	research	NOUN
ertr-370	355	5	,	,	PUNCT
ertr-370	355	6	33(1	33(1	NUM
ertr-370	355	7	)	)	PUNCT
ertr-370	355	8	,	,	PUNCT
ertr-370	355	9	109–131	109–131	NUM
ertr-370	355	10	.	.	PUNCT
ertr-370	355	11	vinodhini	vinodhini	PROPN
ertr-370	355	12	,	,	PUNCT
ertr-370	355	13	g.	g.	PROPN
ertr-370	355	14	,	,	PUNCT
ertr-370	355	15	&	&	CCONJ
ertr-370	355	16	chandrasekaran	chandrasekaran	PROPN
ertr-370	355	17	,	,	PUNCT
ertr-370	355	18	r.	r.	PROPN
ertr-370	355	19	m.	m.	PROPN
ertr-370	355	20	(	(	PUNCT
ertr-370	355	21	2012	2012	NUM
ertr-370	355	22	)	)	PUNCT
ertr-370	355	23	.	.	PUNCT
ertr-370	356	1	sentiment	sentiment	NOUN
ertr-370	356	2	analysis	analysis	NOUN
ertr-370	356	3	and	and	CCONJ
ertr-370	356	4	opinion	opinion	NOUN
ertr-370	356	5	mining	mining	NOUN
ertr-370	356	6	:	:	PUNCT
ertr-370	356	7	a	a	DET
ertr-370	356	8	survey	survey	NOUN
ertr-370	356	9	.	.	PUNCT
ertr-370	357	1	international	international	ADJ
ertr-370	357	2	journal	journal	NOUN
ertr-370	357	3	,	,	PUNCT
ertr-370	357	4	2(6	2(6	NUM
ertr-370	357	5	)	)	PUNCT
ertr-370	357	6	,	,	PUNCT
ertr-370	357	7	282–292	282–292	NUM
ertr-370	357	8	.	.	PUNCT
ertr-370	358	1	wilson	wilson	PROPN
ertr-370	358	2	,	,	PUNCT
ertr-370	358	3	a.	a.	PROPN
ertr-370	358	4	,	,	PUNCT
ertr-370	358	5	zeithaml	zeithaml	PROPN
ertr-370	358	6	,	,	PUNCT
ertr-370	358	7	v.	v.	PROPN
ertr-370	358	8	a.	a.	NOUN
ertr-370	358	9	,	,	PUNCT
ertr-370	358	10	bitner	bitner	NOUN
ertr-370	358	11	,	,	PUNCT
ertr-370	358	12	m.	m.	NOUN
ertr-370	358	13	j.	j.	PROPN
ertr-370	358	14	,	,	PUNCT
ertr-370	358	15	&	&	CCONJ
ertr-370	358	16	gremler	gremler	PROPN
ertr-370	358	17	,	,	PUNCT
ertr-370	358	18	d.	d.	PROPN
ertr-370	358	19	d.	d.	PROPN
ertr-370	358	20	(	(	PUNCT
ertr-370	358	21	2008	2008	NUM
ertr-370	358	22	)	)	PUNCT
ertr-370	358	23	.	.	PUNCT
ertr-370	359	1	services	service	NOUN
ertr-370	359	2	marketing	marketing	NOUN
ertr-370	359	3	:	:	PUNCT
ertr-370	359	4	integrating	integrate	VERB
ertr-370	359	5	customer	customer	NOUN
ertr-370	359	6	focus	focus	VERB
ertr-370	359	7	across	across	ADP
ertr-370	359	8	the	the	DET
ertr-370	359	9	firm	firm	NOUN
ertr-370	359	10	.	.	PUNCT
ertr-370	360	1	berkshire	berkshire	PROPN
ertr-370	360	2	:	:	PUNCT
ertr-370	360	3	mcgraw	mcgraw	PROPN
ertr-370	360	4	-	-	PUNCT
ertr-370	360	5	hill	hill	PROPN
ertr-370	360	6	.	.	PUNCT
ertr-370	361	1	yang	yang	PROPN
ertr-370	361	2	,	,	PUNCT
ertr-370	361	3	e.	e.	PROPN
ertr-370	361	4	c.	c.	PROPN
ertr-370	361	5	l.	l.	PROPN
ertr-370	361	6	,	,	PUNCT
ertr-370	361	7	khoo	khoo	PROPN
ertr-370	361	8	-	-	PUNCT
ertr-370	361	9	lattimore	lattimore	PROPN
ertr-370	361	10	,	,	PUNCT
ertr-370	361	11	c.	c.	PROPN
ertr-370	361	12	,	,	PUNCT
ertr-370	361	13	&	&	CCONJ
ertr-370	361	14	arcodia	arcodia	PROPN
ertr-370	361	15	,	,	PUNCT
ertr-370	361	16	c.	c.	NOUN
ertr-370	361	17	(	(	PUNCT
ertr-370	361	18	2017	2017	NUM
ertr-370	361	19	)	)	PUNCT
ertr-370	361	20	.	.	PUNCT
ertr-370	362	1	a	a	DET
ertr-370	362	2	narrative	narrative	ADJ
ertr-370	362	3	review	review	NOUN
ertr-370	362	4	of	of	ADP
ertr-370	362	5	asian	asian	ADJ
ertr-370	362	6	female	female	ADJ
ertr-370	362	7	travellers	traveller	NOUN
ertr-370	362	8	:	:	PUNCT
ertr-370	362	9	looking	look	VERB
ertr-370	362	10	into	into	ADP
ertr-370	362	11	the	the	DET
ertr-370	362	12	future	future	NOUN
ertr-370	362	13	through	through	ADP
ertr-370	362	14	the	the	DET
ertr-370	362	15	past	past	NOUN
ertr-370	362	16	.	.	PUNCT
ertr-370	363	1	current	current	ADJ
ertr-370	363	2	issues	issue	NOUN
ertr-370	363	3	in	in	ADP
ertr-370	363	4	tourism	tourism	NOUN
ertr-370	363	5	,	,	PUNCT
ertr-370	363	6	20(10	20(10	NUM
ertr-370	363	7	)	)	PUNCT
ertr-370	363	8	,	,	PUNCT
ertr-370	363	9	1008–1027	1008–1027	NUM
ertr-370	363	10	.	.	PUNCT
ertr-370	364	1	ye	ye	PRON
ertr-370	364	2	,	,	PUNCT
ertr-370	364	3	q.	q.	PROPN
ertr-370	364	4	,	,	PUNCT
ertr-370	364	5	zhang	zhang	PROPN
ertr-370	364	6	,	,	PUNCT
ertr-370	364	7	z.	z.	PROPN
ertr-370	364	8	,	,	PUNCT
ertr-370	364	9	&	&	CCONJ
ertr-370	364	10	law	law	PROPN
ertr-370	364	11	,	,	PUNCT
ertr-370	364	12	r.	r.	PROPN
ertr-370	364	13	(	(	PUNCT
ertr-370	364	14	2009	2009	NUM
ertr-370	364	15	)	)	PUNCT
ertr-370	364	16	.	.	PUNCT
ertr-370	365	1	sentiment	sentiment	NOUN
ertr-370	365	2	classification	classification	NOUN
ertr-370	365	3	of	of	ADP
ertr-370	365	4	online	online	ADJ
ertr-370	365	5	reviews	review	NOUN
ertr-370	365	6	to	to	PART
ertr-370	365	7	travel	travel	VERB
ertr-370	365	8	destinations	destination	NOUN
ertr-370	365	9	by	by	ADP
ertr-370	365	10	supervised	supervised	ADJ
ertr-370	365	11	machine	machine	NOUN
ertr-370	365	12	learning	learning	NOUN
ertr-370	365	13	approaches	approach	NOUN
ertr-370	365	14	.	.	PUNCT
ertr-370	366	1	expert	expert	NOUN
ertr-370	366	2	systems	system	NOUN
ertr-370	366	3	with	with	ADP
ertr-370	366	4	applications	application	NOUN
ertr-370	366	5	,	,	PUNCT
ertr-370	366	6	36(3	36(3	NUM
ertr-370	366	7	)	)	PUNCT
ertr-370	366	8	,	,	PUNCT
ertr-370	366	9	6527–6535	6527–6535	NUM
ertr-370	366	10	.	.	PUNCT
ertr-370	367	1	yu	yu	PROPN
ertr-370	367	2	,	,	PUNCT
ertr-370	367	3	x.	x.	PROPN
ertr-370	367	4	,	,	PUNCT
ertr-370	367	5	liu	liu	PROPN
ertr-370	367	6	,	,	PUNCT
ertr-370	367	7	y.	y.	PROPN
ertr-370	367	8	,	,	PUNCT
ertr-370	367	9	huang	huang	PROPN
ertr-370	367	10	,	,	PUNCT
ertr-370	367	11	x.	x.	PROPN
ertr-370	367	12	,	,	PUNCT
ertr-370	367	13	&	&	CCONJ
ertr-370	367	14	an	an	PRON
ertr-370	367	15	,	,	PUNCT
ertr-370	367	16	a.	a.	NOUN
ertr-370	367	17	(	(	PUNCT
ertr-370	367	18	2012	2012	NUM
ertr-370	367	19	)	)	PUNCT
ertr-370	367	20	.	.	PUNCT
ertr-370	368	1	mining	mine	VERB
ertr-370	368	2	online	online	ADJ
ertr-370	368	3	reviews	review	NOUN
ertr-370	368	4	for	for	ADP
ertr-370	368	5	predicting	predict	VERB
ertr-370	368	6	sales	sale	NOUN
ertr-370	368	7	performance	performance	NOUN
ertr-370	368	8	:	:	PUNCT
ertr-370	368	9	a	a	DET
ertr-370	368	10	case	case	NOUN
ertr-370	368	11	study	study	NOUN
ertr-370	368	12	in	in	ADP
ertr-370	368	13	the	the	DET
ertr-370	368	14	movie	movie	NOUN
ertr-370	368	15	domain	domain	NOUN
ertr-370	368	16	.	.	PUNCT
ertr-370	369	1	ieee	ieee	NOUN
ertr-370	369	2	transactions	transaction	NOUN
ertr-370	369	3	on	on	ADP
ertr-370	369	4	knowledge	knowledge	NOUN
ertr-370	369	5	and	and	CCONJ
ertr-370	369	6	data	datum	NOUN
ertr-370	369	7	engineering	engineering	NOUN
ertr-370	369	8	,	,	PUNCT
ertr-370	369	9	24(4	24(4	NUM
ertr-370	369	10	)	)	PUNCT
ertr-370	369	11	,	,	PUNCT
ertr-370	369	12	720–734	720–734	NUM
ertr-370	369	13	.	.	PUNCT
ertr-370	370	1	zhang	zhang	PROPN
ertr-370	370	2	,	,	PUNCT
ertr-370	370	3	j.	j.	PROPN
ertr-370	370	4	,	,	PUNCT
ertr-370	370	5	morrison	morrison	PROPN
ertr-370	370	6	,	,	PUNCT
ertr-370	370	7	a.	a.	NOUN
ertr-370	370	8	m.	m.	NOUN
ertr-370	370	9	,	,	PUNCT
ertr-370	370	10	tucker	tucker	PROPN
ertr-370	370	11	,	,	PUNCT
ertr-370	370	12	h.	h.	PROPN
ertr-370	370	13	,	,	PUNCT
ertr-370	370	14	&	&	CCONJ
ertr-370	370	15	wu	wu	PROPN
ertr-370	370	16	,	,	PUNCT
ertr-370	370	17	b.	b.	PROPN
ertr-370	370	18	(	(	PUNCT
ertr-370	370	19	2018	2018	NUM
ertr-370	370	20	)	)	PUNCT
ertr-370	370	21	.	.	PUNCT
ertr-370	371	1	am	be	AUX
ertr-370	371	2	i	i	PRON
ertr-370	371	3	a	a	DET
ertr-370	371	4	backpacker	backpacker	NOUN
ertr-370	371	5	?	?	PUNCT
ertr-370	372	1	factors	factor	NOUN
ertr-370	372	2	indicating	indicate	VERB
ertr-370	372	3	the	the	DET
ertr-370	372	4	social	social	ADJ
ertr-370	372	5	identity	identity	NOUN
ertr-370	372	6	of	of	ADP
ertr-370	372	7	chinese	chinese	ADJ
ertr-370	372	8	backpackers	backpacker	NOUN
ertr-370	372	9	.	.	PUNCT
ertr-370	373	1	journal	journal	NOUN
ertr-370	373	2	of	of	ADP
ertr-370	373	3	travel	travel	NOUN
ertr-370	373	4	research	research	NOUN
ertr-370	373	5	,	,	PUNCT
ertr-370	373	6	57(4	57(4	NUM
ertr-370	373	7	)	)	PUNCT
ertr-370	373	8	,	,	PUNCT
ertr-370	374	1	525–539	525–539	NUM
ertr-370	374	2	.	.	PUNCT
ertr-370	375	1	zhang	zhang	PROPN
ertr-370	375	2	,	,	PUNCT
ertr-370	375	3	j.	j.	PROPN
ertr-370	375	4	,	,	PUNCT
ertr-370	375	5	tucker	tucker	PROPN
ertr-370	375	6	,	,	PUNCT
ertr-370	375	7	h.	h.	PROPN
ertr-370	375	8	,	,	PUNCT
ertr-370	375	9	morrison	morrison	PROPN
ertr-370	375	10	,	,	PUNCT
ertr-370	375	11	a.	a.	NOUN
ertr-370	375	12	m.	m.	NOUN
ertr-370	375	13	,	,	PUNCT
ertr-370	375	14	&	&	CCONJ
ertr-370	375	15	wu	wu	PROPN
ertr-370	375	16	,	,	PUNCT
ertr-370	375	17	b.	b.	PROPN
ertr-370	375	18	(	(	PUNCT
ertr-370	375	19	2017	2017	NUM
ertr-370	375	20	)	)	PUNCT
ertr-370	375	21	.	.	PUNCT
ertr-370	376	1	becoming	become	VERB
ertr-370	376	2	a	a	DET
ertr-370	376	3	backpacker	backpacker	NOUN
ertr-370	376	4	in	in	ADP
ertr-370	376	5	china	china	PROPN
ertr-370	376	6	:	:	PUNCT
ertr-370	376	7	a	a	DET
ertr-370	376	8	grounded	ground	VERB
ertr-370	376	9	theory	theory	NOUN
ertr-370	376	10	approach	approach	NOUN
ertr-370	376	11	to	to	ADP
ertr-370	376	12	identity	identity	NOUN
ertr-370	376	13	construction	construction	NOUN
ertr-370	376	14	of	of	ADP
ertr-370	376	15	backpackers	backpacker	NOUN
ertr-370	376	16	.	.	PUNCT
ertr-370	377	1	annals	annal	NOUN
ertr-370	377	2	of	of	ADP
ertr-370	377	3	tourism	tourism	NOUN
ertr-370	377	4	research	research	NOUN
ertr-370	377	5	,	,	PUNCT
ertr-370	377	6	64	64	NUM
ertr-370	377	7	,	,	PUNCT
ertr-370	377	8	114–125	114–125	NUM
ertr-370	377	9	.	.	PUNCT
ertr-370	378	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN