id	sid	tid	token	lemma	pos
ertr-328	1	1	e	e	X
ertr-328	1	2	-	-	NOUN
ertr-328	1	3	review	review	NOUN
ertr-328	1	4	of	of	ADP
ertr-328	1	5	tourism	tourism	NOUN
ertr-328	1	6	research	research	NOUN
ertr-328	1	7	(	(	PUNCT
ertr-328	1	8	ertr	ertr	NOUN
ertr-328	1	9	)	)	PUNCT
ertr-328	1	10	,	,	PUNCT
ertr-328	1	11	vol	vol	NOUN
ertr-328	1	12	.	.	PROPN
ertr-328	1	13	16	16	NUM
ertr-328	1	14	,	,	PUNCT
ertr-328	1	15	no	no	INTJ
ertr-328	1	16	.	.	PUNCT
ertr-328	2	1	2/3	2/3	NUM
ertr-328	2	2	,	,	PUNCT
ertr-328	2	3	2019	2019	NUM
ertr-328	2	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	2	5	156	156	NUM
ertr-328	2	6	florian	florian	PROPN
ertr-328	2	7	j.	j.	PROPN
ertr-328	2	8	zach	zach	PROPN
ertr-328	2	9	virginia	virginia	PROPN
ertr-328	2	10	tech	tech	PROPN
ertr-328	2	11	yufeng	yufeng	PROPN
ertr-328	2	12	ma	ma	PROPN
ertr-328	2	13	virginia	virginia	PROPN
ertr-328	2	14	tech	tech	PROPN
ertr-328	2	15	edward	edward	PROPN
ertr-328	2	16	a.	a.	PROPN
ertr-328	2	17	fox	fox	PROPN
ertr-328	2	18	virginia	virginia	PROPN
ertr-328	2	19	tech	tech	PROPN
ertr-328	2	20	a	a	DET
ertr-328	2	21	preliminary	preliminary	ADJ
ertr-328	2	22	analysis	analysis	NOUN
ertr-328	2	23	of	of	ADP
ertr-328	2	24	images	image	NOUN
ertr-328	2	25	in	in	ADP
ertr-328	2	26	online	online	ADJ
ertr-328	2	27	hotel	hotel	NOUN
ertr-328	2	28	reviews	review	NOUN
ertr-328	2	29	following	follow	VERB
ertr-328	2	30	the	the	DET
ertr-328	2	31	idiom	idiom	NOUN
ertr-328	2	32	“	"	PUNCT
ertr-328	2	33	a	a	DET
ertr-328	2	34	picture	picture	NOUN
ertr-328	2	35	is	be	AUX
ertr-328	2	36	worth	worth	ADJ
ertr-328	2	37	a	a	DET
ertr-328	2	38	thousand	thousand	NUM
ertr-328	2	39	words	word	NOUN
ertr-328	2	40	”	"	PUNCT
ertr-328	2	41	,	,	PUNCT
ertr-328	2	42	recent	recent	ADJ
ertr-328	2	43	tourism	tourism	NOUN
ertr-328	2	44	and	and	CCONJ
ertr-328	2	45	hospitality	hospitality	NOUN
ertr-328	2	46	research	research	NOUN
ertr-328	2	47	has	have	AUX
ertr-328	2	48	adopted	adopt	VERB
ertr-328	2	49	deep	deep	ADJ
ertr-328	2	50	learning	learning	NOUN
ertr-328	2	51	techniques	technique	NOUN
ertr-328	2	52	to	to	PART
ertr-328	2	53	better	well	ADV
ertr-328	2	54	understand	understand	VERB
ertr-328	2	55	the	the	DET
ertr-328	2	56	content	content	NOUN
ertr-328	2	57	and	and	CCONJ
ertr-328	2	58	effect	effect	NOUN
ertr-328	2	59	of	of	ADP
ertr-328	2	60	photographs	photograph	NOUN
ertr-328	2	61	.	.	PUNCT
ertr-328	3	1	this	this	DET
ertr-328	3	2	exploratory	exploratory	ADJ
ertr-328	3	3	study	study	NOUN
ertr-328	3	4	delves	delve	VERB
ertr-328	3	5	into	into	ADP
ertr-328	3	6	image	image	NOUN
ertr-328	3	7	content	content	NOUN
ertr-328	3	8	,	,	PUNCT
ertr-328	3	9	to	to	PART
ertr-328	3	10	learn	learn	VERB
ertr-328	3	11	which	which	DET
ertr-328	3	12	sets	set	NOUN
ertr-328	3	13	of	of	ADP
ertr-328	3	14	images	image	NOUN
ertr-328	3	15	relate	relate	VERB
ertr-328	3	16	to	to	ADP
ertr-328	3	17	positive	positive	ADJ
ertr-328	3	18	and	and	CCONJ
ertr-328	3	19	negative	negative	ADJ
ertr-328	3	20	reviews	review	NOUN
ertr-328	3	21	.	.	PUNCT
ertr-328	4	1	several	several	ADJ
ertr-328	4	2	image	image	NOUN
ertr-328	4	3	classes	class	NOUN
ertr-328	4	4	appear	appear	VERB
ertr-328	4	5	in	in	ADP
ertr-328	4	6	both	both	CCONJ
ertr-328	4	7	positive	positive	ADJ
ertr-328	4	8	and	and	CCONJ
ertr-328	4	9	negative	negative	ADJ
ertr-328	4	10	reviews	review	NOUN
ertr-328	4	11	.	.	PUNCT
ertr-328	5	1	however	however	ADV
ertr-328	5	2	,	,	PUNCT
ertr-328	5	3	the	the	DET
ertr-328	5	4	distribution	distribution	NOUN
ertr-328	5	5	of	of	ADP
ertr-328	5	6	images	image	NOUN
ertr-328	5	7	across	across	ADP
ertr-328	5	8	classes	class	NOUN
ertr-328	5	9	differs	differ	NOUN
ertr-328	5	10	.	.	PUNCT
ertr-328	6	1	of	of	ADP
ertr-328	6	2	interest	interest	NOUN
ertr-328	6	3	were	be	AUX
ertr-328	6	4	images	image	NOUN
ertr-328	6	5	that	that	PRON
ertr-328	6	6	did	do	AUX
ertr-328	6	7	not	not	PART
ertr-328	6	8	represent	represent	VERB
ertr-328	6	9	core	core	ADJ
ertr-328	6	10	hotel	hotel	NOUN
ertr-328	6	11	services	service	NOUN
ertr-328	6	12	,	,	PUNCT
ertr-328	6	13	which	which	PRON
ertr-328	6	14	suggests	suggest	VERB
ertr-328	6	15	that	that	SCONJ
ertr-328	6	16	users	user	NOUN
ertr-328	6	17	review	review	VERB
ertr-328	6	18	the	the	DET
ertr-328	6	19	surrounding	surround	VERB
ertr-328	6	20	area	area	NOUN
ertr-328	6	21	,	,	PUNCT
ertr-328	6	22	attractions	attraction	NOUN
ertr-328	6	23	,	,	PUNCT
ertr-328	6	24	and	and	CCONJ
ertr-328	6	25	activities	activity	NOUN
ertr-328	6	26	as	as	ADV
ertr-328	6	27	well	well	ADV
ertr-328	6	28	as	as	ADP
ertr-328	6	29	the	the	DET
ertr-328	6	30	hotel	hotel	NOUN
ertr-328	6	31	property	property	NOUN
ertr-328	6	32	.	.	PUNCT
ertr-328	7	1	this	this	DET
ertr-328	7	2	finding	finding	NOUN
ertr-328	7	3	is	be	AUX
ertr-328	7	4	relevant	relevant	ADJ
ertr-328	7	5	for	for	SCONJ
ertr-328	7	6	managers	manager	NOUN
ertr-328	7	7	to	to	PART
ertr-328	7	8	learn	learn	VERB
ertr-328	7	9	which	which	DET
ertr-328	7	10	areas	area	NOUN
ertr-328	7	11	(	(	PUNCT
ertr-328	7	12	to	to	PART
ertr-328	7	13	engage	engage	VERB
ertr-328	7	14	with	with	ADP
ertr-328	7	15	)	)	PUNCT
ertr-328	7	16	could	could	AUX
ertr-328	7	17	improve	improve	VERB
ertr-328	7	18	guest	guest	NOUN
ertr-328	7	19	experiences	experience	NOUN
ertr-328	7	20	.	.	PUNCT
ertr-328	8	1	key	key	ADJ
ertr-328	8	2	words	word	NOUN
ertr-328	8	3	:	:	PUNCT
ertr-328	8	4	online	online	ADJ
ertr-328	8	5	hotel	hotel	NOUN
ertr-328	8	6	reviews	review	NOUN
ertr-328	8	7	,	,	PUNCT
ertr-328	8	8	image	image	NOUN
ertr-328	8	9	classification	classification	NOUN
ertr-328	8	10	,	,	PUNCT
ertr-328	8	11	image	image	NOUN
ertr-328	8	12	florian	florian	PROPN
ertr-328	8	13	j.	j.	PROPN
ertr-328	8	14	zach	zach	PROPN
ertr-328	8	15	howard	howard	PROPN
ertr-328	8	16	feiertag	feiertag	PROPN
ertr-328	8	17	department	department	PROPN
ertr-328	8	18	of	of	ADP
ertr-328	8	19	hospitality	hospitality	NOUN
ertr-328	8	20	and	and	CCONJ
ertr-328	8	21	tourism	tourism	NOUN
ertr-328	8	22	management	management	PROPN
ertr-328	8	23	pamplin	pamplin	PROPN
ertr-328	8	24	college	college	PROPN
ertr-328	8	25	of	of	ADP
ertr-328	8	26	business	business	PROPN
ertr-328	8	27	virginia	virginia	PROPN
ertr-328	8	28	tech	tech	PROPN
ertr-328	8	29	wallace	wallace	PROPN
ertr-328	8	30	hall	hall	PROPN
ertr-328	8	31	355	355	NUM
ertr-328	8	32	blacksburg	blacksburg	NOUN
ertr-328	8	33	,	,	PUNCT
ertr-328	8	34	va	va	PROPN
ertr-328	8	35	24061	24061	NUM
ertr-328	8	36	usa	usa	PROPN
ertr-328	8	37	phone	phone	NOUN
ertr-328	8	38	:	:	PUNCT
ertr-328	8	39	+1	+1	PROPN
ertr-328	8	40	(	(	PUNCT
ertr-328	8	41	540	540	NUM
ertr-328	8	42	)	)	PUNCT
ertr-328	8	43	231	231	NUM
ertr-328	8	44	-	-	SYM
ertr-328	8	45	8425	8425	NUM
ertr-328	8	46	email	email	NOUN
ertr-328	8	47	:	:	PUNCT
ertr-328	8	48	florian@vt.edu	florian@vt.edu	PROPN
ertr-328	8	49	edward	edward	PROPN
ertr-328	8	50	fox	fox	PROPN
ertr-328	8	51	department	department	PROPN
ertr-328	8	52	of	of	ADP
ertr-328	8	53	computer	computer	PROPN
ertr-328	8	54	science	science	PROPN
ertr-328	8	55	college	college	PROPN
ertr-328	8	56	of	of	ADP
ertr-328	8	57	engineering	engineering	PROPN
ertr-328	8	58	virginia	virginia	PROPN
ertr-328	8	59	tech	tech	PROPN
ertr-328	8	60	114	114	NUM
ertr-328	8	61	mcbryde	mcbryde	PROPN
ertr-328	8	62	hall	hall	PROPN
ertr-328	8	63	blacksburg	blacksburg	PROPN
ertr-328	8	64	,	,	PUNCT
ertr-328	8	65	va	va	PROPN
ertr-328	8	66	24061	24061	NUM
ertr-328	8	67	usa	usa	PROPN
ertr-328	8	68	phone	phone	NOUN
ertr-328	8	69	:	:	PUNCT
ertr-328	8	70	+1	+1	PROPN
ertr-328	8	71	(	(	PUNCT
ertr-328	8	72	540	540	NUM
ertr-328	8	73	)	)	PUNCT
ertr-328	8	74	231	231	NUM
ertr-328	8	75	5113	5113	NUM
ertr-328	8	76	email	email	NOUN
ertr-328	8	77	:	:	PUNCT
ertr-328	8	78	fox@vt.edu	fox@vt.edu	NUM
ertr-328	8	79	yufeng	yufeng	PROPN
ertr-328	8	80	ma	ma	PROPN
ertr-328	8	81	department	department	PROPN
ertr-328	8	82	of	of	ADP
ertr-328	8	83	computer	computer	PROPN
ertr-328	8	84	science	science	PROPN
ertr-328	8	85	college	college	PROPN
ertr-328	8	86	of	of	ADP
ertr-328	8	87	engineering	engineering	PROPN
ertr-328	8	88	virginia	virginia	PROPN
ertr-328	8	89	tech	tech	PROPN
ertr-328	8	90	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	8	91	mailto:florian@vt.edu	mailto:florian@vt.edu	PUNCT
ertr-328	9	1	mailto:fox@vt.edu	mailto:fox@vt.edu	PROPN
ertr-328	9	2	e	e	NOUN
ertr-328	9	3	-	-	NOUN
ertr-328	9	4	review	review	NOUN
ertr-328	9	5	of	of	ADP
ertr-328	9	6	tourism	tourism	NOUN
ertr-328	9	7	research	research	NOUN
ertr-328	9	8	(	(	PUNCT
ertr-328	9	9	ertr	ertr	NOUN
ertr-328	9	10	)	)	PUNCT
ertr-328	9	11	,	,	PUNCT
ertr-328	9	12	vol	vol	NOUN
ertr-328	9	13	.	.	PROPN
ertr-328	9	14	16	16	NUM
ertr-328	9	15	,	,	PUNCT
ertr-328	9	16	no	no	INTJ
ertr-328	9	17	.	.	PUNCT
ertr-328	9	18	2/3	2/3	NUM
ertr-328	9	19	,	,	PUNCT
ertr-328	9	20	2019	2019	NUM
ertr-328	9	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	9	22	157	157	NUM
ertr-328	9	23	114	114	NUM
ertr-328	9	24	mcbryde	mcbryde	PROPN
ertr-328	9	25	hall	hall	PROPN
ertr-328	9	26	blacksburg	blacksburg	PROPN
ertr-328	9	27	,	,	PUNCT
ertr-328	9	28	va	va	PROPN
ertr-328	9	29	24061	24061	NUM
ertr-328	9	30	usa	usa	PROPN
ertr-328	9	31	phone	phone	NOUN
ertr-328	9	32	:	:	PUNCT
ertr-328	9	33	+1	+1	PROPN
ertr-328	9	34	(	(	PUNCT
ertr-328	9	35	540	540	NUM
ertr-328	9	36	)	)	PUNCT
ertr-328	9	37	449	449	NUM
ertr-328	9	38	2944	2944	NUM
ertr-328	9	39	email	email	NOUN
ertr-328	9	40	:	:	PUNCT
ertr-328	9	41	yufengma@vt.edu	yufengma@vt.edu	PROPN
ertr-328	9	42	florian	florian	PROPN
ertr-328	9	43	j.	j.	PROPN
ertr-328	9	44	zach	zach	PROPN
ertr-328	9	45	is	be	AUX
ertr-328	9	46	an	an	DET
ertr-328	9	47	assistant	assistant	ADJ
ertr-328	9	48	professor	professor	NOUN
ertr-328	9	49	of	of	ADP
ertr-328	9	50	innovation	innovation	NOUN
ertr-328	9	51	and	and	CCONJ
ertr-328	9	52	entrepreneurship	entrepreneurship	NOUN
ertr-328	9	53	in	in	ADP
ertr-328	9	54	tourism	tourism	NOUN
ertr-328	9	55	and	and	CCONJ
ertr-328	9	56	hospitality	hospitality	NOUN
ertr-328	9	57	at	at	ADP
ertr-328	9	58	virginia	virginia	PROPN
ertr-328	9	59	tech	tech	NOUN
ertr-328	9	60	with	with	ADP
ertr-328	9	61	an	an	DET
ertr-328	9	62	interest	interest	NOUN
ertr-328	9	63	in	in	ADP
ertr-328	9	64	new	new	ADJ
ertr-328	9	65	technologies	technology	NOUN
ertr-328	9	66	.	.	PUNCT
ertr-328	10	1	his	his	PRON
ertr-328	10	2	current	current	ADJ
ertr-328	10	3	research	research	NOUN
ertr-328	10	4	focuses	focus	VERB
ertr-328	10	5	on	on	ADP
ertr-328	10	6	the	the	DET
ertr-328	10	7	implementation	implementation	NOUN
ertr-328	10	8	of	of	ADP
ertr-328	10	9	technological	technological	ADJ
ertr-328	10	10	advancements	advancement	NOUN
ertr-328	10	11	to	to	PART
ertr-328	10	12	create	create	VERB
ertr-328	10	13	tourism	tourism	NOUN
ertr-328	10	14	experiences	experience	NOUN
ertr-328	10	15	.	.	PUNCT
ertr-328	11	1	yufeng	yufeng	PROPN
ertr-328	11	2	ma	ma	PROPN
ertr-328	11	3	is	be	AUX
ertr-328	11	4	a	a	DET
ertr-328	11	5	ph.d	ph.d	PROPN
ertr-328	11	6	.	.	PUNCT
ertr-328	11	7	candidate	candidate	NOUN
ertr-328	11	8	in	in	ADP
ertr-328	11	9	the	the	DET
ertr-328	11	10	department	department	NOUN
ertr-328	11	11	of	of	ADP
ertr-328	11	12	computer	computer	NOUN
ertr-328	11	13	science	science	NOUN
ertr-328	11	14	at	at	ADP
ertr-328	11	15	virginia	virginia	PROPN
ertr-328	11	16	tech	tech	PROPN
ertr-328	11	17	,	,	PUNCT
ertr-328	11	18	where	where	SCONJ
ertr-328	11	19	he	he	PRON
ertr-328	11	20	is	be	AUX
ertr-328	11	21	co	co	VERB
ertr-328	11	22	-	-	VERB
ertr-328	11	23	advised	advise	VERB
ertr-328	11	24	by	by	ADP
ertr-328	11	25	dr	dr	PROPN
ertr-328	11	26	.	.	PROPN
ertr-328	11	27	patrick	patrick	PROPN
ertr-328	11	28	fan	fan	PROPN
ertr-328	11	29	and	and	CCONJ
ertr-328	11	30	dr	dr	PROPN
ertr-328	11	31	.	.	PROPN
ertr-328	11	32	edward	edward	PROPN
ertr-328	11	33	fox	fox	PROPN
ertr-328	11	34	.	.	PUNCT
ertr-328	12	1	he	he	PRON
ertr-328	12	2	is	be	AUX
ertr-328	12	3	mainly	mainly	ADV
ertr-328	12	4	interested	interested	ADJ
ertr-328	12	5	in	in	ADP
ertr-328	12	6	the	the	DET
ertr-328	12	7	interaction	interaction	NOUN
ertr-328	12	8	between	between	ADP
ertr-328	12	9	computer	computer	NOUN
ertr-328	12	10	vision	vision	NOUN
ertr-328	12	11	and	and	CCONJ
ertr-328	12	12	the	the	DET
ertr-328	12	13	combination	combination	NOUN
ertr-328	12	14	of	of	ADP
ertr-328	12	15	natural	natural	ADJ
ertr-328	12	16	language	language	NOUN
ertr-328	12	17	processing	processing	NOUN
ertr-328	12	18	,	,	PUNCT
ertr-328	12	19	deep	deep	ADJ
ertr-328	12	20	learning	learning	NOUN
ertr-328	12	21	,	,	PUNCT
ertr-328	12	22	and	and	CCONJ
ertr-328	12	23	machine	machine	NOUN
ertr-328	12	24	learning	learning	NOUN
ertr-328	12	25	.	.	PUNCT
ertr-328	13	1	edward	edward	PROPN
ertr-328	13	2	fox	fox	PROPN
ertr-328	13	3	is	be	AUX
ertr-328	13	4	a	a	DET
ertr-328	13	5	professor	professor	NOUN
ertr-328	13	6	of	of	ADP
ertr-328	13	7	computer	computer	NOUN
ertr-328	13	8	science	science	NOUN
ertr-328	13	9	and	and	CCONJ
ertr-328	13	10	of	of	ADP
ertr-328	13	11	electrical	electrical	ADJ
ertr-328	13	12	and	and	CCONJ
ertr-328	13	13	computer	computer	NOUN
ertr-328	13	14	engineering	engineering	NOUN
ertr-328	13	15	(	(	PUNCT
ertr-328	13	16	by	by	ADP
ertr-328	13	17	courtesy	courtesy	NOUN
ertr-328	13	18	)	)	PUNCT
ertr-328	13	19	,	,	PUNCT
ertr-328	13	20	as	as	ADV
ertr-328	13	21	well	well	ADV
ertr-328	13	22	as	as	ADP
ertr-328	13	23	director	director	NOUN
ertr-328	13	24	of	of	ADP
ertr-328	13	25	the	the	DET
ertr-328	13	26	digital	digital	PROPN
ertr-328	13	27	library	library	PROPN
ertr-328	13	28	research	research	NOUN
ertr-328	13	29	laboratory	laboratory	NOUN
ertr-328	13	30	,	,	PUNCT
ertr-328	13	31	at	at	ADP
ertr-328	13	32	virginia	virginia	PROPN
ertr-328	13	33	tech	tech	PROPN
ertr-328	13	34	.	.	PUNCT
ertr-328	14	1	his	his	PRON
ertr-328	14	2	research	research	NOUN
ertr-328	14	3	interests	interest	NOUN
ertr-328	14	4	include	include	VERB
ertr-328	14	5	digital	digital	ADJ
ertr-328	14	6	libraries	library	NOUN
ertr-328	14	7	,	,	PUNCT
ertr-328	14	8	information	information	NOUN
ertr-328	14	9	retrieval	retrieval	NOUN
ertr-328	14	10	,	,	PUNCT
ertr-328	14	11	natural	natural	ADJ
ertr-328	14	12	language	language	NOUN
ertr-328	14	13	processing	processing	NOUN
ertr-328	14	14	,	,	PUNCT
ertr-328	14	15	machine	machine	NOUN
ertr-328	14	16	learning	learning	NOUN
ertr-328	14	17	,	,	PUNCT
ertr-328	14	18	multimedia	multimedia	NOUN
ertr-328	14	19	,	,	PUNCT
ertr-328	14	20	and	and	CCONJ
ertr-328	14	21	related	related	ADJ
ertr-328	14	22	areas	area	NOUN
ertr-328	14	23	.	.	PUNCT
ertr-328	15	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	15	2	mailto:yufengma@vt.edu	mailto:yufengma@vt.edu	X
ertr-328	16	1	e	e	X
ertr-328	16	2	-	-	NOUN
ertr-328	16	3	review	review	NOUN
ertr-328	16	4	of	of	ADP
ertr-328	16	5	tourism	tourism	NOUN
ertr-328	16	6	research	research	NOUN
ertr-328	16	7	(	(	PUNCT
ertr-328	16	8	ertr	ertr	NOUN
ertr-328	16	9	)	)	PUNCT
ertr-328	16	10	,	,	PUNCT
ertr-328	16	11	vol	vol	NOUN
ertr-328	16	12	.	.	PROPN
ertr-328	17	1	16	16	NUM
ertr-328	17	2	,	,	PUNCT
ertr-328	17	3	no	no	INTJ
ertr-328	17	4	.	.	PUNCT
ertr-328	18	1	2/3	2/3	NUM
ertr-328	18	2	,	,	PUNCT
ertr-328	18	3	2019	2019	NUM
ertr-328	18	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	18	5	158	158	NUM
ertr-328	18	6	introduction	introduction	NOUN
ertr-328	18	7	user	user	NOUN
ertr-328	18	8	-	-	PUNCT
ertr-328	18	9	generated	generate	VERB
ertr-328	18	10	content	content	NOUN
ertr-328	18	11	plays	play	VERB
ertr-328	18	12	a	a	DET
ertr-328	18	13	critical	critical	ADJ
ertr-328	18	14	role	role	NOUN
ertr-328	18	15	in	in	ADP
ertr-328	18	16	travel	travel	NOUN
ertr-328	18	17	planning	planning	NOUN
ertr-328	18	18	.	.	PUNCT
ertr-328	19	1	it	it	PRON
ertr-328	19	2	allows	allow	VERB
ertr-328	19	3	travellers	traveller	NOUN
ertr-328	19	4	to	to	PART
ertr-328	19	5	engage	engage	VERB
ertr-328	19	6	with	with	ADP
ertr-328	19	7	likeminded	likeminded	ADJ
ertr-328	19	8	individuals	individual	NOUN
ertr-328	19	9	and	and	CCONJ
ertr-328	19	10	share	share	NOUN
ertr-328	19	11	experiences	experience	NOUN
ertr-328	19	12	,	,	PUNCT
ertr-328	19	13	providing	provide	VERB
ertr-328	19	14	service	service	NOUN
ertr-328	19	15	providers	provider	NOUN
ertr-328	19	16	with	with	ADP
ertr-328	19	17	an	an	DET
ertr-328	19	18	opportunity	opportunity	NOUN
ertr-328	19	19	to	to	PART
ertr-328	19	20	leverage	leverage	VERB
ertr-328	19	21	these	these	DET
ertr-328	19	22	interactions	interaction	NOUN
ertr-328	19	23	to	to	PART
ertr-328	19	24	strengthen	strengthen	VERB
ertr-328	19	25	customer	customer	NOUN
ertr-328	19	26	relationships	relationship	NOUN
ertr-328	19	27	(	(	PUNCT
ertr-328	19	28	wang	wang	PROPN
ertr-328	19	29	and	and	CCONJ
ertr-328	19	30	fesenmaier	fesenmaier	NOUN
ertr-328	19	31	,	,	PUNCT
ertr-328	19	32	2004	2004	NUM
ertr-328	19	33	)	)	PUNCT
ertr-328	19	34	.	.	PUNCT
ertr-328	20	1	online	online	ADJ
ertr-328	20	2	hotel	hotel	NOUN
ertr-328	20	3	reviews	review	NOUN
ertr-328	20	4	affect	affect	VERB
ertr-328	20	5	attitude	attitude	NOUN
ertr-328	20	6	toward	toward	ADP
ertr-328	20	7	hotels	hotel	NOUN
ertr-328	20	8	(	(	PUNCT
ertr-328	20	9	vermeulen	vermeulen	NOUN
ertr-328	20	10	and	and	CCONJ
ertr-328	20	11	seegers	seeger	NOUN
ertr-328	20	12	,	,	PUNCT
ertr-328	20	13	2009	2009	NUM
ertr-328	20	14	)	)	PUNCT
ertr-328	20	15	and	and	CCONJ
ertr-328	20	16	booking	book	VERB
ertr-328	20	17	intentions	intention	NOUN
ertr-328	20	18	(	(	PUNCT
ertr-328	20	19	tsao	tsao	INTJ
ertr-328	20	20	,	,	PUNCT
ertr-328	20	21	hsieh	hsieh	PROPN
ertr-328	20	22	,	,	PUNCT
ertr-328	20	23	shih	shih	NOUN
ertr-328	20	24	,	,	PUNCT
ertr-328	20	25	and	and	CCONJ
ertr-328	20	26	lin	lin	PROPN
ertr-328	20	27	,	,	PUNCT
ertr-328	20	28	2015	2015	NUM
ertr-328	20	29	)	)	PUNCT
ertr-328	20	30	.	.	PUNCT
ertr-328	21	1	it	it	PRON
ertr-328	21	2	is	be	AUX
ertr-328	21	3	often	often	ADV
ertr-328	21	4	assumed	assume	VERB
ertr-328	21	5	that	that	SCONJ
ertr-328	21	6	hotel	hotel	NOUN
ertr-328	21	7	reviews	review	NOUN
ertr-328	21	8	are	be	AUX
ertr-328	21	9	limited	limit	VERB
ertr-328	21	10	to	to	ADP
ertr-328	21	11	a	a	DET
ertr-328	21	12	specific	specific	ADJ
ertr-328	21	13	property	property	NOUN
ertr-328	21	14	.	.	PUNCT
ertr-328	22	1	however	however	ADV
ertr-328	22	2	,	,	PUNCT
ertr-328	22	3	hotel	hotel	NOUN
ertr-328	22	4	guests	guest	NOUN
ertr-328	22	5	post	post	VERB
ertr-328	22	6	pictures	picture	NOUN
ertr-328	22	7	not	not	PART
ertr-328	22	8	only	only	ADV
ertr-328	22	9	of	of	ADP
ertr-328	22	10	hotel	hotel	NOUN
ertr-328	22	11	properties	property	NOUN
ertr-328	22	12	,	,	PUNCT
ertr-328	22	13	but	but	CCONJ
ertr-328	22	14	also	also	ADV
ertr-328	22	15	of	of	ADP
ertr-328	22	16	attractions	attraction	NOUN
ertr-328	22	17	,	,	PUNCT
ertr-328	22	18	landor	landor	PROPN
ertr-328	22	19	city	city	NOUN
ertr-328	22	20	-	-	PUNCT
ertr-328	22	21	scapes	scape	NOUN
ertr-328	22	22	of	of	ADP
ertr-328	22	23	the	the	DET
ertr-328	22	24	destination	destination	NOUN
ertr-328	22	25	,	,	PUNCT
ertr-328	22	26	and	and	CCONJ
ertr-328	22	27	activities	activity	NOUN
ertr-328	22	28	in	in	ADP
ertr-328	22	29	which	which	PRON
ertr-328	22	30	they	they	PRON
ertr-328	22	31	engage	engage	VERB
ertr-328	22	32	(	(	PUNCT
ertr-328	22	33	xiang	xiang	PROPN
ertr-328	22	34	,	,	PUNCT
ertr-328	22	35	du	du	PROPN
ertr-328	22	36	,	,	PUNCT
ertr-328	22	37	ma	ma	PROPN
ertr-328	22	38	,	,	PUNCT
ertr-328	22	39	and	and	CCONJ
ertr-328	22	40	fan	fan	NOUN
ertr-328	22	41	,	,	PUNCT
ertr-328	22	42	2018	2018	NUM
ertr-328	22	43	)	)	PUNCT
ertr-328	22	44	.	.	PUNCT
ertr-328	23	1	the	the	DET
ertr-328	23	2	goal	goal	NOUN
ertr-328	23	3	of	of	ADP
ertr-328	23	4	this	this	DET
ertr-328	23	5	study	study	NOUN
ertr-328	23	6	is	be	AUX
ertr-328	23	7	to	to	PART
ertr-328	23	8	extend	extend	VERB
ertr-328	23	9	our	our	PRON
ertr-328	23	10	knowledge	knowledge	NOUN
ertr-328	23	11	of	of	ADP
ertr-328	23	12	images	image	NOUN
ertr-328	23	13	posted	post	VERB
ertr-328	23	14	in	in	ADP
ertr-328	23	15	hotel	hotel	NOUN
ertr-328	23	16	reviews	review	NOUN
ertr-328	23	17	,	,	PUNCT
ertr-328	23	18	specifically	specifically	ADV
ertr-328	23	19	in	in	ADP
ertr-328	23	20	off	off	ADP
ertr-328	23	21	-	-	PUNCT
ertr-328	23	22	property	property	NOUN
ertr-328	23	23	images	image	NOUN
ertr-328	23	24	.	.	PUNCT
ertr-328	24	1	literature	literature	NOUN
ertr-328	24	2	review	review	PROPN
ertr-328	24	3	past	past	ADP
ertr-328	24	4	research	research	NOUN
ertr-328	24	5	on	on	ADP
ertr-328	24	6	the	the	DET
ertr-328	24	7	text	text	NOUN
ertr-328	24	8	of	of	ADP
ertr-328	24	9	online	online	ADJ
ertr-328	24	10	hotel	hotel	NOUN
ertr-328	24	11	reviews	review	NOUN
ertr-328	24	12	investigated	investigate	VERB
ertr-328	24	13	heuristic	heuristic	ADJ
ertr-328	24	14	and	and	CCONJ
ertr-328	24	15	systematic	systematic	ADJ
ertr-328	24	16	cues	cue	NOUN
ertr-328	24	17	in	in	ADP
ertr-328	24	18	reviews	review	NOUN
ertr-328	24	19	,	,	PUNCT
ertr-328	24	20	to	to	PART
ertr-328	24	21	evaluate	evaluate	VERB
ertr-328	24	22	the	the	DET
ertr-328	24	23	usefulness	usefulness	NOUN
ertr-328	24	24	of	of	ADP
ertr-328	24	25	reviews	review	NOUN
ertr-328	24	26	(	(	PUNCT
ertr-328	24	27	liu	liu	PROPN
ertr-328	24	28	and	and	CCONJ
ertr-328	24	29	park	park	NOUN
ertr-328	24	30	,	,	PUNCT
ertr-328	24	31	2015	2015	NUM
ertr-328	24	32	;	;	PUNCT
ertr-328	24	33	chung	chung	PROPN
ertr-328	24	34	,	,	PUNCT
ertr-328	24	35	le	le	X
ertr-328	24	36	,	,	PUNCT
ertr-328	24	37	koo	koo	NOUN
ertr-328	24	38	,	,	PUNCT
ertr-328	24	39	and	and	CCONJ
ertr-328	24	40	chung	chung	PROPN
ertr-328	24	41	,	,	PUNCT
ertr-328	24	42	2017	2017	NUM
ertr-328	24	43	)	)	PUNCT
ertr-328	24	44	,	,	PUNCT
ertr-328	24	45	effects	effect	NOUN
ertr-328	24	46	of	of	ADP
ertr-328	24	47	language	language	NOUN
ertr-328	24	48	on	on	ADP
ertr-328	24	49	review	review	NOUN
ertr-328	24	50	text	text	NOUN
ertr-328	24	51	valence	valence	NOUN
ertr-328	24	52	(	(	PUNCT
ertr-328	24	53	garcía	garcía	NOUN
ertr-328	24	54	-	-	PUNCT
ertr-328	24	55	pablos	pablos	PROPN
ertr-328	24	56	,	,	PUNCT
ertr-328	24	57	duca	duca	PROPN
ertr-328	24	58	,	,	PUNCT
ertr-328	24	59	cuadros	cuadros	PROPN
ertr-328	24	60	,	,	PUNCT
ertr-328	24	61	linaza	linaza	NOUN
ertr-328	24	62	,	,	PUNCT
ertr-328	24	63	and	and	CCONJ
ertr-328	24	64	marchetti	marchetti	VERB
ertr-328	24	65	,	,	PUNCT
ertr-328	24	66	2016	2016	NUM
ertr-328	24	67	)	)	PUNCT
ertr-328	24	68	,	,	PUNCT
ertr-328	24	69	intention	intention	NOUN
ertr-328	24	70	to	to	ADP
ertr-328	24	71	book	book	NOUN
ertr-328	24	72	(	(	PUNCT
ertr-328	24	73	tsao	tsao	INTJ
ertr-328	24	74	et	et	PROPN
ertr-328	24	75	al	al	PROPN
ertr-328	24	76	.	.	PROPN
ertr-328	24	77	,	,	PUNCT
ertr-328	24	78	2015	2015	NUM
ertr-328	24	79	)	)	PUNCT
ertr-328	24	80	,	,	PUNCT
ertr-328	24	81	and	and	CCONJ
ertr-328	24	82	reliability	reliability	NOUN
ertr-328	24	83	of	of	ADP
ertr-328	24	84	online	online	ADJ
ertr-328	24	85	reviews	review	NOUN
ertr-328	24	86	(	(	PUNCT
ertr-328	24	87	xiang	xiang	PROPN
ertr-328	24	88	et	et	PROPN
ertr-328	24	89	al	al	PROPN
ertr-328	24	90	.	.	PROPN
ertr-328	24	91	,	,	PUNCT
ertr-328	24	92	2018	2018	NUM
ertr-328	24	93	)	)	PUNCT
ertr-328	24	94	.	.	PUNCT
ertr-328	25	1	in	in	ADP
ertr-328	25	2	addition	addition	NOUN
ertr-328	25	3	to	to	ADP
ertr-328	25	4	evaluating	evaluate	VERB
ertr-328	25	5	text	text	NOUN
ertr-328	25	6	reviews	review	NOUN
ertr-328	25	7	from	from	ADP
ertr-328	25	8	multiple	multiple	ADJ
ertr-328	25	9	perspectives	perspective	NOUN
ertr-328	25	10	,	,	PUNCT
ertr-328	25	11	the	the	DET
ertr-328	25	12	continuous	continuous	ADJ
ertr-328	25	13	development	development	NOUN
ertr-328	25	14	in	in	ADP
ertr-328	25	15	the	the	DET
ertr-328	25	16	field	field	NOUN
ertr-328	25	17	of	of	ADP
ertr-328	25	18	computer	computer	NOUN
ertr-328	25	19	science	science	NOUN
ertr-328	25	20	enabled	enable	VERB
ertr-328	25	21	scholars	scholar	NOUN
ertr-328	25	22	to	to	PART
ertr-328	25	23	gain	gain	VERB
ertr-328	25	24	deeper	deep	ADJ
ertr-328	25	25	insights	insight	NOUN
ertr-328	25	26	.	.	PUNCT
ertr-328	26	1	while	while	SCONJ
ertr-328	26	2	initial	initial	ADJ
ertr-328	26	3	studies	study	NOUN
ertr-328	26	4	focused	focus	VERB
ertr-328	26	5	on	on	ADP
ertr-328	26	6	word	word	NOUN
ertr-328	26	7	count	count	NOUN
ertr-328	26	8	frequencies	frequency	NOUN
ertr-328	26	9	to	to	PART
ertr-328	26	10	glean	glean	VERB
ertr-328	26	11	topics	topic	NOUN
ertr-328	26	12	of	of	ADP
ertr-328	26	13	interest	interest	NOUN
ertr-328	26	14	to	to	ADP
ertr-328	26	15	reviewers	reviewer	NOUN
ertr-328	26	16	,	,	PUNCT
ertr-328	26	17	advanced	advanced	ADJ
ertr-328	26	18	machine	machine	NOUN
ertr-328	26	19	learning	learn	VERB
ertr-328	26	20	algorithms	algorithm	NOUN
ertr-328	26	21	can	can	AUX
ertr-328	26	22	extract	extract	VERB
ertr-328	26	23	meaning	meaning	NOUN
ertr-328	26	24	using	use	VERB
ertr-328	26	25	topic	topic	NOUN
ertr-328	26	26	modelling	modelling	NOUN
ertr-328	26	27	(	(	PUNCT
ertr-328	26	28	xiang	xiang	PROPN
ertr-328	26	29	et	et	PROPN
ertr-328	26	30	al	al	PROPN
ertr-328	26	31	.	.	PROPN
ertr-328	26	32	,	,	PUNCT
ertr-328	26	33	2018	2018	NUM
ertr-328	26	34	)	)	PUNCT
ertr-328	26	35	.	.	PUNCT
ertr-328	27	1	these	these	DET
ertr-328	27	2	insights	insight	NOUN
ertr-328	27	3	allow	allow	VERB
ertr-328	27	4	decision	decision	NOUN
ertr-328	27	5	-	-	PUNCT
ertr-328	27	6	makers	maker	NOUN
ertr-328	27	7	to	to	PART
ertr-328	27	8	better	well	ADV
ertr-328	27	9	connect	connect	VERB
ertr-328	27	10	with	with	ADP
ertr-328	27	11	their	their	PRON
ertr-328	27	12	potential	potential	ADJ
ertr-328	27	13	customers	customer	NOUN
ertr-328	27	14	.	.	PUNCT
ertr-328	28	1	besides	besides	SCONJ
ertr-328	28	2	text	text	NOUN
ertr-328	28	3	,	,	PUNCT
ertr-328	28	4	images	image	NOUN
ertr-328	28	5	hold	hold	VERB
ertr-328	28	6	valuable	valuable	ADJ
ertr-328	28	7	information	information	NOUN
ertr-328	28	8	.	.	PUNCT
ertr-328	29	1	indeed	indeed	ADV
ertr-328	29	2	,	,	PUNCT
ertr-328	29	3	metainformation	metainformation	NOUN
ertr-328	29	4	about	about	ADP
ertr-328	29	5	an	an	DET
ertr-328	29	6	image	image	NOUN
ertr-328	29	7	can	can	AUX
ertr-328	29	8	be	be	AUX
ertr-328	29	9	useful	useful	ADJ
ertr-328	29	10	.	.	PUNCT
ertr-328	30	1	for	for	ADP
ertr-328	30	2	example	example	NOUN
ertr-328	30	3	,	,	PUNCT
ertr-328	30	4	liu	liu	PROPN
ertr-328	30	5	and	and	CCONJ
ertr-328	30	6	park	park	NOUN
ertr-328	30	7	(	(	PUNCT
ertr-328	30	8	2015	2015	NUM
ertr-328	30	9	)	)	PUNCT
ertr-328	30	10	found	find	VERB
ertr-328	30	11	that	that	SCONJ
ertr-328	30	12	user	user	NOUN
ertr-328	30	13	profile	profile	NOUN
ertr-328	30	14	images	image	NOUN
ertr-328	30	15	increase	increase	VERB
ertr-328	30	16	the	the	DET
ertr-328	30	17	perceived	perceive	VERB
ertr-328	30	18	usefulness	usefulness	NOUN
ertr-328	30	19	of	of	ADP
ertr-328	30	20	travel	travel	NOUN
ertr-328	30	21	online	online	ADJ
ertr-328	30	22	reviews	review	NOUN
ertr-328	30	23	.	.	PUNCT
ertr-328	31	1	similarly	similarly	ADV
ertr-328	31	2	,	,	PUNCT
ertr-328	31	3	ma	ma	PROPN
ertr-328	31	4	,	,	PUNCT
ertr-328	31	5	xiang	xiang	PROPN
ertr-328	31	6	,	,	PUNCT
ertr-328	31	7	du	du	PROPN
ertr-328	31	8	,	,	PUNCT
ertr-328	31	9	and	and	CCONJ
ertr-328	31	10	fan	fan	NOUN
ertr-328	31	11	(	(	PUNCT
ertr-328	31	12	2018	2018	NUM
ertr-328	31	13	)	)	PUNCT
ertr-328	31	14	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	32	1	e	e	NOUN
ertr-328	32	2	-	-	NOUN
ertr-328	32	3	review	review	NOUN
ertr-328	32	4	of	of	ADP
ertr-328	32	5	tourism	tourism	NOUN
ertr-328	32	6	research	research	NOUN
ertr-328	32	7	(	(	PUNCT
ertr-328	32	8	ertr	ertr	NOUN
ertr-328	32	9	)	)	PUNCT
ertr-328	32	10	,	,	PUNCT
ertr-328	32	11	vol	vol	NOUN
ertr-328	32	12	.	.	PROPN
ertr-328	33	1	16	16	NUM
ertr-328	33	2	,	,	PUNCT
ertr-328	33	3	no	no	INTJ
ertr-328	33	4	.	.	PUNCT
ertr-328	34	1	2/3	2/3	NUM
ertr-328	34	2	,	,	PUNCT
ertr-328	34	3	2019	2019	NUM
ertr-328	34	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	34	5	159	159	NUM
ertr-328	34	6	found	find	VERB
ertr-328	34	7	that	that	SCONJ
ertr-328	34	8	the	the	DET
ertr-328	34	9	helpfulness	helpfulness	NOUN
ertr-328	34	10	of	of	ADP
ertr-328	34	11	online	online	ADJ
ertr-328	34	12	reviews	review	NOUN
ertr-328	34	13	increased	increase	VERB
ertr-328	34	14	when	when	SCONJ
ertr-328	34	15	images	image	NOUN
ertr-328	34	16	were	be	AUX
ertr-328	34	17	included	include	VERB
ertr-328	34	18	.	.	PUNCT
ertr-328	35	1	as	as	SCONJ
ertr-328	35	2	images	image	NOUN
ertr-328	35	3	“	"	PUNCT
ertr-328	35	4	can	can	AUX
ertr-328	35	5	become	become	VERB
ertr-328	35	6	a	a	DET
ertr-328	35	7	primary	primary	ADJ
ertr-328	35	8	source	source	NOUN
ertr-328	35	9	of	of	ADP
ertr-328	35	10	data	datum	NOUN
ertr-328	35	11	for	for	ADP
ertr-328	35	12	understanding	understand	VERB
ertr-328	35	13	the	the	DET
ertr-328	35	14	form	form	NOUN
ertr-328	35	15	,	,	PUNCT
ertr-328	35	16	meaning	meaning	NOUN
ertr-328	35	17	,	,	PUNCT
ertr-328	35	18	and	and	CCONJ
ertr-328	35	19	the	the	DET
ertr-328	35	20	process	process	NOUN
ertr-328	35	21	of	of	ADP
ertr-328	35	22	photographic	photographic	ADJ
ertr-328	35	23	representation	representation	NOUN
ertr-328	35	24	in	in	ADP
ertr-328	35	25	tourism	tourism	NOUN
ertr-328	35	26	”	"	PUNCT
ertr-328	35	27	(	(	PUNCT
ertr-328	35	28	albers	alber	NOUN
ertr-328	35	29	and	and	CCONJ
ertr-328	35	30	james	james	PROPN
ertr-328	35	31	,	,	PUNCT
ertr-328	35	32	1988	1988	NUM
ertr-328	35	33	,	,	PUNCT
ertr-328	35	34	135	135	NUM
ertr-328	35	35	)	)	PUNCT
ertr-328	35	36	it	it	PRON
ertr-328	35	37	is	be	AUX
ertr-328	35	38	necessary	necessary	ADJ
ertr-328	35	39	to	to	PART
ertr-328	35	40	understand	understand	VERB
ertr-328	35	41	image	image	NOUN
ertr-328	35	42	content	content	NOUN
ertr-328	35	43	.	.	PUNCT
ertr-328	36	1	indeed	indeed	ADV
ertr-328	36	2	,	,	PUNCT
ertr-328	36	3	taking	take	VERB
ertr-328	36	4	photographs	photograph	NOUN
ertr-328	36	5	empowers	empower	VERB
ertr-328	36	6	the	the	DET
ertr-328	36	7	photographer	photographer	NOUN
ertr-328	36	8	to	to	PART
ertr-328	36	9	take	take	VERB
ertr-328	36	10	ownership	ownership	NOUN
ertr-328	36	11	,	,	PUNCT
ertr-328	36	12	to	to	PART
ertr-328	36	13	interpret	interpret	VERB
ertr-328	36	14	the	the	DET
ertr-328	36	15	image	image	NOUN
ertr-328	36	16	,	,	PUNCT
ertr-328	36	17	and	and	CCONJ
ertr-328	36	18	to	to	PART
ertr-328	36	19	use	use	VERB
ertr-328	36	20	it	it	PRON
ertr-328	36	21	for	for	ADP
ertr-328	36	22	storytelling	storytelle	VERB
ertr-328	36	23	(	(	PUNCT
ertr-328	36	24	urry	urry	ADJ
ertr-328	36	25	,	,	PUNCT
ertr-328	36	26	1990	1990	NUM
ertr-328	36	27	)	)	PUNCT
ertr-328	36	28	.	.	PUNCT
ertr-328	37	1	an	an	DET
ertr-328	37	2	image	image	NOUN
ertr-328	37	3	taken	take	VERB
ertr-328	37	4	and	and	CCONJ
ertr-328	37	5	uploaded	upload	VERB
ertr-328	37	6	thus	thus	ADV
ertr-328	37	7	has	have	VERB
ertr-328	37	8	value	value	NOUN
ertr-328	37	9	to	to	ADP
ertr-328	37	10	the	the	DET
ertr-328	37	11	photographer	photographer	NOUN
ertr-328	37	12	.	.	PUNCT
ertr-328	38	1	in	in	ADP
ertr-328	38	2	the	the	DET
ertr-328	38	3	context	context	NOUN
ertr-328	38	4	of	of	ADP
ertr-328	38	5	reviews	review	NOUN
ertr-328	38	6	,	,	PUNCT
ertr-328	38	7	we	we	PRON
ertr-328	38	8	can	can	AUX
ertr-328	38	9	assume	assume	VERB
ertr-328	38	10	that	that	SCONJ
ertr-328	38	11	the	the	DET
ertr-328	38	12	uploading	uploading	NOUN
ertr-328	38	13	user	user	NOUN
ertr-328	38	14	felt	feel	VERB
ertr-328	38	15	that	that	SCONJ
ertr-328	38	16	the	the	DET
ertr-328	38	17	images	image	NOUN
ertr-328	38	18	are	be	AUX
ertr-328	38	19	useful	useful	ADJ
ertr-328	38	20	for	for	ADP
ertr-328	38	21	potential	potential	ADJ
ertr-328	38	22	hotel	hotel	NOUN
ertr-328	38	23	guests	guest	NOUN
ertr-328	38	24	.	.	PUNCT
ertr-328	39	1	ma	ma	PROPN
ertr-328	39	2	et	et	PROPN
ertr-328	39	3	al	al	PROPN
ertr-328	39	4	.	.	PROPN
ertr-328	40	1	(	(	PUNCT
ertr-328	40	2	2018	2018	NUM
ertr-328	40	3	)	)	PUNCT
ertr-328	40	4	found	find	VERB
ertr-328	40	5	do	do	AUX
ertr-328	40	6	images	image	NOUN
ertr-328	40	7	not	not	PART
ertr-328	40	8	represent	represent	VERB
ertr-328	40	9	hotel	hotel	NOUN
ertr-328	40	10	features	feature	NOUN
ertr-328	40	11	when	when	SCONJ
ertr-328	40	12	analysing	analyse	VERB
ertr-328	40	13	review	review	NOUN
ertr-328	40	14	images	image	NOUN
ertr-328	40	15	.	.	PUNCT
ertr-328	41	1	such	such	ADJ
ertr-328	41	2	non	non	ADJ
ertr-328	41	3	-	-	ADJ
ertr-328	41	4	hotel	hotel	ADJ
ertr-328	41	5	images	image	NOUN
ertr-328	41	6	(	(	PUNCT
ertr-328	41	7	e.g.	e.g.	ADV
ertr-328	41	8	,	,	PUNCT
ertr-328	41	9	landor	landor	PROPN
ertr-328	41	10	city	city	NOUN
ertr-328	41	11	-	-	PUNCT
ertr-328	41	12	scapes	scape	NOUN
ertr-328	41	13	,	,	PUNCT
ertr-328	41	14	)	)	PUNCT
ertr-328	41	15	enable	enable	VERB
ertr-328	41	16	potential	potential	ADJ
ertr-328	41	17	guests	guest	NOUN
ertr-328	41	18	to	to	PART
ertr-328	41	19	form	form	VERB
ertr-328	41	20	an	an	DET
ertr-328	41	21	opinion	opinion	NOUN
ertr-328	41	22	of	of	ADP
ertr-328	41	23	the	the	DET
ertr-328	41	24	destination	destination	NOUN
ertr-328	41	25	.	.	PUNCT
ertr-328	42	1	the	the	DET
ertr-328	42	2	goal	goal	NOUN
ertr-328	42	3	of	of	ADP
ertr-328	42	4	this	this	DET
ertr-328	42	5	exploratory	exploratory	ADJ
ertr-328	42	6	study	study	NOUN
ertr-328	42	7	,	,	PUNCT
ertr-328	42	8	thus	thus	ADV
ertr-328	42	9	,	,	PUNCT
ertr-328	42	10	is	be	AUX
ertr-328	42	11	to	to	PART
ertr-328	42	12	understand	understand	VERB
ertr-328	42	13	the	the	DET
ertr-328	42	14	relationship	relationship	NOUN
ertr-328	42	15	between	between	ADP
ertr-328	42	16	image	image	NOUN
ertr-328	42	17	content	content	NOUN
ertr-328	42	18	(	(	PUNCT
ertr-328	42	19	hotel	hotel	NOUN
ertr-328	42	20	,	,	PUNCT
ertr-328	42	21	non	non	NOUN
ertr-328	42	22	-	-	NOUN
ertr-328	42	23	hotel	hotel	NOUN
ertr-328	42	24	,	,	PUNCT
ertr-328	42	25	or	or	CCONJ
ertr-328	42	26	both	both	PRON
ertr-328	42	27	)	)	PUNCT
ertr-328	42	28	and	and	CCONJ
ertr-328	42	29	review	review	VERB
ertr-328	42	30	rating	rating	NOUN
ertr-328	42	31	.	.	PUNCT
ertr-328	43	1	method	method	NOUN
ertr-328	43	2	data	datum	NOUN
ertr-328	43	3	for	for	ADP
ertr-328	43	4	this	this	DET
ertr-328	43	5	study	study	NOUN
ertr-328	43	6	was	be	AUX
ertr-328	43	7	collected	collect	VERB
ertr-328	43	8	in	in	ADP
ertr-328	43	9	2016	2016	NUM
ertr-328	43	10	from	from	ADP
ertr-328	43	11	tripadvisor	tripadvisor	NOUN
ertr-328	43	12	using	use	VERB
ertr-328	43	13	python	python	PROPN
ertr-328	43	14	and	and	CCONJ
ertr-328	43	15	java	java	PROPN
ertr-328	43	16	web	web	NOUN
ertr-328	43	17	crawlers	crawler	NOUN
ertr-328	43	18	that	that	PRON
ertr-328	43	19	mimic	mimic	VERB
ertr-328	43	20	user	user	NOUN
ertr-328	43	21	access	access	NOUN
ertr-328	43	22	.	.	PUNCT
ertr-328	44	1	the	the	DET
ertr-328	44	2	destination	destination	NOUN
ertr-328	44	3	of	of	ADP
ertr-328	44	4	orlando	orlando	PROPN
ertr-328	44	5	,	,	PUNCT
ertr-328	44	6	florida	florida	PROPN
ertr-328	44	7	was	be	AUX
ertr-328	44	8	chosen	choose	VERB
ertr-328	44	9	,	,	PUNCT
ertr-328	44	10	as	as	SCONJ
ertr-328	44	11	it	it	PRON
ertr-328	44	12	is	be	AUX
ertr-328	44	13	a	a	DET
ertr-328	44	14	travel	travel	NOUN
ertr-328	44	15	hotspot	hotspot	NOUN
ertr-328	44	16	and	and	CCONJ
ertr-328	44	17	had	have	VERB
ertr-328	44	18	many	many	ADJ
ertr-328	44	19	reviews	review	NOUN
ertr-328	44	20	with	with	ADP
ertr-328	44	21	photos	photo	NOUN
ertr-328	44	22	.	.	PUNCT
ertr-328	45	1	a	a	DET
ertr-328	45	2	total	total	NOUN
ertr-328	45	3	of	of	ADP
ertr-328	45	4	86,227	86,227	NUM
ertr-328	45	5	images	image	NOUN
ertr-328	45	6	were	be	AUX
ertr-328	45	7	collected	collect	VERB
ertr-328	45	8	.	.	PUNCT
ertr-328	46	1	for	for	ADP
ertr-328	46	2	each	each	DET
ertr-328	46	3	image	image	NOUN
ertr-328	46	4	,	,	PUNCT
ertr-328	46	5	the	the	DET
ertr-328	46	6	corresponding	correspond	VERB
ertr-328	46	7	rating	rating	NOUN
ertr-328	46	8	score	score	NOUN
ertr-328	46	9	(	(	PUNCT
ertr-328	46	10	1	1	NUM
ertr-328	46	11	-	-	SYM
ertr-328	46	12	5	5	NUM
ertr-328	46	13	stars	star	NOUN
ertr-328	46	14	)	)	PUNCT
ertr-328	46	15	of	of	ADP
ertr-328	46	16	the	the	DET
ertr-328	46	17	reviews	review	NOUN
ertr-328	46	18	was	be	AUX
ertr-328	46	19	also	also	ADV
ertr-328	46	20	collected	collect	VERB
ertr-328	46	21	.	.	PUNCT
ertr-328	47	1	based	base	VERB
ertr-328	47	2	on	on	ADP
ertr-328	47	3	the	the	DET
ertr-328	47	4	rating	rating	NOUN
ertr-328	47	5	score	score	NOUN
ertr-328	47	6	,	,	PUNCT
ertr-328	47	7	reviews	review	NOUN
ertr-328	47	8	were	be	AUX
ertr-328	47	9	categorized	categorize	VERB
ertr-328	47	10	as	as	ADP
ertr-328	47	11	positive	positive	ADJ
ertr-328	47	12	(	(	PUNCT
ertr-328	47	13	4	4	NUM
ertr-328	47	14	-	-	SYM
ertr-328	47	15	5	5	NUM
ertr-328	47	16	stars	star	NOUN
ertr-328	47	17	)	)	PUNCT
ertr-328	47	18	,	,	PUNCT
ertr-328	47	19	neutral	neutral	ADJ
ertr-328	47	20	(	(	PUNCT
ertr-328	47	21	3	3	NUM
ertr-328	47	22	stars	star	NOUN
ertr-328	47	23	)	)	PUNCT
ertr-328	47	24	,	,	PUNCT
ertr-328	47	25	or	or	CCONJ
ertr-328	47	26	negative	negative	ADJ
ertr-328	47	27	(	(	PUNCT
ertr-328	47	28	1	1	NUM
ertr-328	47	29	-	-	SYM
ertr-328	47	30	2	2	NUM
ertr-328	47	31	stars	star	NOUN
ertr-328	47	32	)	)	PUNCT
ertr-328	47	33	.	.	PUNCT
ertr-328	48	1	using	use	VERB
ertr-328	48	2	the	the	DET
ertr-328	48	3	popular	popular	ADJ
ertr-328	48	4	residual	residual	ADJ
ertr-328	48	5	network	network	NOUN
ertr-328	48	6	(	(	PUNCT
ertr-328	48	7	resnet	resnet	NOUN
ertr-328	48	8	)	)	PUNCT
ertr-328	48	9	model	model	NOUN
ertr-328	48	10	,	,	PUNCT
ertr-328	48	11	images	image	NOUN
ertr-328	48	12	were	be	AUX
ertr-328	48	13	analysed	analyse	VERB
ertr-328	48	14	to	to	PART
ertr-328	48	15	extract	extract	VERB
ertr-328	48	16	the	the	DET
ertr-328	48	17	main	main	ADJ
ertr-328	48	18	image	image	NOUN
ertr-328	48	19	content	content	NOUN
ertr-328	48	20	.	.	PUNCT
ertr-328	49	1	the	the	DET
ertr-328	49	2	resnet	resnet	NOUN
ertr-328	49	3	algorithm	algorithm	NOUN
ertr-328	49	4	(	(	PUNCT
ertr-328	49	5	he	he	PRON
ertr-328	49	6	,	,	PUNCT
ertr-328	49	7	zhang	zhang	PROPN
ertr-328	49	8	,	,	PUNCT
ertr-328	49	9	ren	ren	PROPN
ertr-328	49	10	and	and	CCONJ
ertr-328	49	11	sun	sun	PROPN
ertr-328	49	12	,	,	PUNCT
ertr-328	49	13	2016	2016	NUM
ertr-328	49	14	)	)	PUNCT
ertr-328	49	15	by	by	ADP
ertr-328	49	16	default	default	NOUN
ertr-328	49	17	has	have	VERB
ertr-328	49	18	1,000	1,000	NUM
ertr-328	49	19	built	build	VERB
ertr-328	49	20	-	-	PUNCT
ertr-328	49	21	in	in	ADP
ertr-328	49	22	classes	class	NOUN
ertr-328	49	23	of	of	ADP
ertr-328	49	24	images	image	NOUN
ertr-328	49	25	,	,	PUNCT
ertr-328	49	26	stretching	stretch	VERB
ertr-328	49	27	from	from	ADP
ertr-328	49	28	animals	animal	NOUN
ertr-328	49	29	to	to	ADP
ertr-328	49	30	buildings	building	NOUN
ertr-328	49	31	to	to	ADP
ertr-328	49	32	household	household	NOUN
ertr-328	49	33	items	item	NOUN
ertr-328	49	34	,	,	PUNCT
ertr-328	49	35	and	and	CCONJ
ertr-328	49	36	can	can	AUX
ertr-328	49	37	predict	predict	VERB
ertr-328	49	38	imagenet	imagenet	ADJ
ertr-328	49	39	image	image	NOUN
ertr-328	49	40	classes	class	NOUN
ertr-328	49	41	(	(	PUNCT
ertr-328	49	42	russakovsky	russakovsky	PROPN
ertr-328	49	43	et	et	PROPN
ertr-328	49	44	al	al	PROPN
ertr-328	49	45	.	.	PROPN
ertr-328	49	46	,	,	PUNCT
ertr-328	49	47	2015	2015	NUM
ertr-328	49	48	)	)	PUNCT
ertr-328	49	49	with	with	ADP
ertr-328	49	50	a	a	DET
ertr-328	49	51	top-5	top-5	NOUN
ertr-328	49	52	accuracy	accuracy	NOUN
ertr-328	49	53	of	of	ADP
ertr-328	49	54	94.06	94.06	NUM
ertr-328	49	55	%	%	NOUN
ertr-328	49	56	.	.	PUNCT
ertr-328	50	1	the	the	DET
ertr-328	50	2	network	network	NOUN
ertr-328	50	3	is	be	AUX
ertr-328	50	4	extremely	extremely	ADV
ertr-328	50	5	deep	deep	ADJ
ertr-328	50	6	with	with	ADP
ertr-328	50	7	152	152	NUM
ertr-328	50	8	layers	layer	NOUN
ertr-328	50	9	,	,	PUNCT
ertr-328	50	10	which	which	PRON
ertr-328	50	11	enables	enable	VERB
ertr-328	50	12	it	it	PRON
ertr-328	50	13	to	to	PART
ertr-328	50	14	learn	learn	VERB
ertr-328	50	15	abstract	abstract	ADJ
ertr-328	50	16	hierarchical	hierarchical	ADJ
ertr-328	50	17	features	feature	NOUN
ertr-328	50	18	.	.	PUNCT
ertr-328	51	1	each	each	DET
ertr-328	51	2	class	class	NOUN
ertr-328	51	3	was	be	AUX
ertr-328	51	4	evaluated	evaluate	VERB
ertr-328	51	5	as	as	ADP
ertr-328	51	6	adequate	adequate	ADJ
ertr-328	51	7	of	of	ADP
ertr-328	51	8	representing	represent	VERB
ertr-328	51	9	core	core	NOUN
ertr-328	51	10	hotel	hotel	NOUN
ertr-328	51	11	(	(	PUNCT
ertr-328	51	12	e.g.	e.g.	ADV
ertr-328	51	13	,	,	PUNCT
ertr-328	51	14	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	51	15	e	e	NOUN
ertr-328	51	16	-	-	NOUN
ertr-328	51	17	review	review	NOUN
ertr-328	51	18	of	of	ADP
ertr-328	51	19	tourism	tourism	NOUN
ertr-328	51	20	research	research	NOUN
ertr-328	51	21	(	(	PUNCT
ertr-328	51	22	ertr	ertr	NOUN
ertr-328	51	23	)	)	PUNCT
ertr-328	51	24	,	,	PUNCT
ertr-328	51	25	vol	vol	NOUN
ertr-328	51	26	.	.	PROPN
ertr-328	52	1	16	16	NUM
ertr-328	52	2	,	,	PUNCT
ertr-328	52	3	no	no	INTJ
ertr-328	52	4	.	.	PUNCT
ertr-328	53	1	2/3	2/3	NUM
ertr-328	53	2	,	,	PUNCT
ertr-328	53	3	2019	2019	NUM
ertr-328	53	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	53	5	160	160	NUM
ertr-328	53	6	bed	bed	NOUN
ertr-328	53	7	)	)	PUNCT
ertr-328	53	8	and	and	CCONJ
ertr-328	53	9	non	non	ADJ
ertr-328	53	10	-	-	ADJ
ertr-328	53	11	hotel	hotel	ADJ
ertr-328	53	12	aspects	aspect	NOUN
ertr-328	53	13	(	(	PUNCT
ertr-328	53	14	e.g.	e.g.	ADV
ertr-328	53	15	,	,	PUNCT
ertr-328	53	16	buildings	building	NOUN
ertr-328	53	17	)	)	PUNCT
ertr-328	53	18	,	,	PUNCT
ertr-328	53	19	or	or	CCONJ
ertr-328	53	20	both	both	PRON
ertr-328	53	21	(	(	PUNCT
ertr-328	53	22	e.g.	e.g.	ADJ
ertr-328	53	23	,	,	PUNCT
ertr-328	53	24	kitchen	kitchen	NOUN
ertr-328	53	25	and	and	CCONJ
ertr-328	53	26	household	household	NOUN
ertr-328	53	27	items	item	NOUN
ertr-328	53	28	that	that	PRON
ertr-328	53	29	are	be	AUX
ertr-328	53	30	present	present	ADJ
ertr-328	53	31	in	in	ADP
ertr-328	53	32	restaurants	restaurant	NOUN
ertr-328	53	33	)	)	PUNCT
ertr-328	53	34	.	.	PUNCT
ertr-328	54	1	findings	finding	VERB
ertr-328	54	2	the	the	DET
ertr-328	54	3	spread	spread	NOUN
ertr-328	54	4	of	of	ADP
ertr-328	54	5	positive	positive	ADJ
ertr-328	54	6	,	,	PUNCT
ertr-328	54	7	neutral	neutral	ADJ
ertr-328	54	8	,	,	PUNCT
ertr-328	54	9	and	and	CCONJ
ertr-328	54	10	negative	negative	ADJ
ertr-328	54	11	ratings	rating	NOUN
ertr-328	54	12	was	be	AUX
ertr-328	54	13	78	78	NUM
ertr-328	54	14	-	-	SYM
ertr-328	54	15	12	12	NUM
ertr-328	54	16	-	-	SYM
ertr-328	54	17	10	10	NUM
ertr-328	54	18	for	for	ADP
ertr-328	54	19	reviews	review	NOUN
ertr-328	54	20	,	,	PUNCT
ertr-328	54	21	and	and	CCONJ
ertr-328	54	22	849	849	NUM
ertr-328	54	23	-	-	SYM
ertr-328	54	24	7	7	NUM
ertr-328	54	25	for	for	ADP
ertr-328	54	26	images	image	NOUN
ertr-328	54	27	.	.	PUNCT
ertr-328	55	1	hence	hence	ADV
ertr-328	55	2	,	,	PUNCT
ertr-328	55	3	travellers	traveller	NOUN
ertr-328	55	4	are	be	AUX
ertr-328	55	5	keen	keen	ADJ
ertr-328	55	6	to	to	PART
ertr-328	55	7	provide	provide	VERB
ertr-328	55	8	visual	visual	ADJ
ertr-328	55	9	evidence	evidence	NOUN
ertr-328	55	10	of	of	ADP
ertr-328	55	11	positive	positive	ADJ
ertr-328	55	12	rather	rather	ADV
ertr-328	55	13	than	than	ADP
ertr-328	55	14	negative	negative	ADJ
ertr-328	55	15	experiences	experience	NOUN
ertr-328	55	16	.	.	PUNCT
ertr-328	56	1	next	next	ADJ
ertr-328	56	2	,	,	PUNCT
ertr-328	56	3	114	114	NUM
ertr-328	56	4	image	image	NOUN
ertr-328	56	5	classes	class	NOUN
ertr-328	56	6	the	the	DET
ertr-328	56	7	algorithm	algorithm	NOUN
ertr-328	56	8	can	can	AUX
ertr-328	56	9	identify	identify	VERB
ertr-328	56	10	were	be	AUX
ertr-328	56	11	not	not	PART
ertr-328	56	12	found	find	VERB
ertr-328	56	13	in	in	ADP
ertr-328	56	14	the	the	DET
ertr-328	56	15	data	datum	NOUN
ertr-328	56	16	(	(	PUNCT
ertr-328	56	17	e.g.	e.g.	ADV
ertr-328	56	18	,	,	PUNCT
ertr-328	56	19	digital	digital	ADJ
ertr-328	56	20	watch	watch	NOUN
ertr-328	56	21	,	,	PUNCT
ertr-328	56	22	beagle	beagle	NOUN
ertr-328	56	23	)	)	PUNCT
ertr-328	56	24	.	.	PUNCT
ertr-328	57	1	across	across	ADP
ertr-328	57	2	the	the	DET
ertr-328	57	3	remaining	remain	VERB
ertr-328	57	4	886	886	NUM
ertr-328	57	5	image	image	NOUN
ertr-328	57	6	classes	class	NOUN
ertr-328	57	7	only	only	ADV
ertr-328	57	8	8	8	NUM
ertr-328	57	9	%	%	NOUN
ertr-328	57	10	had	have	VERB
ertr-328	57	11	a	a	DET
ertr-328	57	12	higher	high	ADJ
ertr-328	57	13	negative	negative	ADJ
ertr-328	57	14	than	than	ADP
ertr-328	57	15	positive	positive	ADJ
ertr-328	57	16	frequency	frequency	NOUN
ertr-328	57	17	count	count	NOUN
ertr-328	57	18	.	.	PUNCT
ertr-328	58	1	examples	example	NOUN
ertr-328	58	2	from	from	ADP
ertr-328	58	3	the	the	DET
ertr-328	58	4	886	886	NUM
ertr-328	58	5	image	image	NOUN
ertr-328	58	6	classes	class	NOUN
ertr-328	58	7	are	be	AUX
ertr-328	58	8	shown	show	VERB
ertr-328	58	9	in	in	ADP
ertr-328	58	10	table	table	NOUN
ertr-328	58	11	1	1	NUM
ertr-328	58	12	.	.	PUNCT
ertr-328	59	1	images	image	NOUN
ertr-328	59	2	of	of	ADP
ertr-328	59	3	geography	geography	NOUN
ertr-328	59	4	/	/	SYM
ertr-328	59	5	landscape	landscape	NOUN
ertr-328	59	6	and	and	CCONJ
ertr-328	59	7	buildings	building	NOUN
ertr-328	59	8	were	be	AUX
ertr-328	59	9	nearly	nearly	ADV
ertr-328	59	10	always	always	ADV
ertr-328	59	11	in	in	ADP
ertr-328	59	12	positive	positive	ADJ
ertr-328	59	13	reviews	review	NOUN
ertr-328	59	14	:	:	PUNCT
ertr-328	59	15	92	92	NUM
ertr-328	59	16	%	%	NOUN
ertr-328	59	17	and	and	CCONJ
ertr-328	59	18	89	89	NUM
ertr-328	59	19	%	%	NOUN
ertr-328	59	20	,	,	PUNCT
ertr-328	59	21	respectively	respectively	ADV
ertr-328	59	22	.	.	PUNCT
ertr-328	60	1	images	image	NOUN
ertr-328	60	2	of	of	ADP
ertr-328	60	3	spiders	spider	NOUN
ertr-328	60	4	,	,	PUNCT
ertr-328	60	5	other	other	ADJ
ertr-328	60	6	insects	insect	NOUN
ertr-328	60	7	,	,	PUNCT
ertr-328	60	8	and	and	CCONJ
ertr-328	60	9	tools	tool	NOUN
ertr-328	60	10	were	be	AUX
ertr-328	60	11	the	the	DET
ertr-328	60	12	only	only	ADJ
ertr-328	60	13	images	image	NOUN
ertr-328	60	14	that	that	PRON
ertr-328	60	15	appeared	appear	VERB
ertr-328	60	16	more	more	ADV
ertr-328	60	17	often	often	ADV
ertr-328	60	18	in	in	ADP
ertr-328	60	19	negative	negative	ADJ
ertr-328	60	20	reviews	review	NOUN
ertr-328	60	21	:	:	PUNCT
ertr-328	60	22	89	89	NUM
ertr-328	60	23	%	%	NOUN
ertr-328	60	24	,	,	PUNCT
ertr-328	60	25	71	71	NUM
ertr-328	60	26	%	%	NOUN
ertr-328	60	27	,	,	PUNCT
ertr-328	60	28	and	and	CCONJ
ertr-328	60	29	61	61	NUM
ertr-328	60	30	%	%	NOUN
ertr-328	60	31	,	,	PUNCT
ertr-328	60	32	respectively	respectively	ADV
ertr-328	60	33	.	.	PUNCT
ertr-328	61	1	this	this	PRON
ertr-328	61	2	suggests	suggest	VERB
ertr-328	61	3	that	that	SCONJ
ertr-328	61	4	reviewers	reviewer	NOUN
ertr-328	61	5	either	either	CCONJ
ertr-328	61	6	discovered	discover	VERB
ertr-328	61	7	these	these	DET
ertr-328	61	8	animals	animal	NOUN
ertr-328	61	9	or	or	CCONJ
ertr-328	61	10	that	that	DET
ertr-328	61	11	repairs	repair	NOUN
ertr-328	61	12	took	take	VERB
ertr-328	61	13	place	place	NOUN
ertr-328	61	14	.	.	PUNCT
ertr-328	62	1	a	a	DET
ertr-328	62	2	chi	chi	ADJ
ertr-328	62	3	-	-	PUNCT
ertr-328	62	4	square	square	ADJ
ertr-328	62	5	test	test	NOUN
ertr-328	62	6	revealed	reveal	VERB
ertr-328	62	7	that	that	SCONJ
ertr-328	62	8	the	the	DET
ertr-328	62	9	relationship	relationship	NOUN
ertr-328	62	10	between	between	ADP
ertr-328	62	11	image	image	NOUN
ertr-328	62	12	classes	class	NOUN
ertr-328	62	13	and	and	CCONJ
ertr-328	62	14	review	review	VERB
ertr-328	62	15	ratings	rating	NOUN
ertr-328	62	16	was	be	AUX
ertr-328	62	17	significant	significant	ADJ
ertr-328	62	18	x2	x2	PROPN
ertr-328	62	19	(	(	PUNCT
ertr-328	62	20	1768	1768	NUM
ertr-328	62	21	)	)	PUNCT
ertr-328	62	22	=	=	SYM
ertr-328	62	23	1	1	NUM
ertr-328	62	24	,	,	PUNCT
ertr-328	62	25	p	p	X
ertr-328	62	26	<	<	X
ertr-328	62	27	0.05	0.05	NUM
ertr-328	62	28	.	.	PUNCT
ertr-328	62	29	table	table	NOUN
ertr-328	62	30	1	1	NUM
ertr-328	62	31	:	:	PUNCT
ertr-328	62	32	image	image	NOUN
ertr-328	62	33	class	class	NOUN
ertr-328	62	34	examples	example	NOUN
ertr-328	62	35	in	in	ADP
ertr-328	62	36	negative	negative	ADJ
ertr-328	62	37	/	/	SYM
ertr-328	62	38	neutral	neutral	ADJ
ertr-328	62	39	/	/	SYM
ertr-328	62	40	positive	positive	ADJ
ertr-328	62	41	reviews	review	NOUN
ertr-328	62	42	(	(	PUNCT
ertr-328	62	43	frequency	frequency	NOUN
ertr-328	62	44	counts	count	NOUN
ertr-328	62	45	)	)	PUNCT
ertr-328	62	46	image	image	NOUN
ertr-328	62	47	class	class	NOUN
ertr-328	62	48	negative	negative	ADJ
ertr-328	62	49	neutral	neutral	ADJ
ertr-328	62	50	positive	positive	ADJ
ertr-328	62	51	band	band	NOUN
ertr-328	62	52	aid	aid	NOUN
ertr-328	62	53	41	41	NUM
ertr-328	62	54	7	7	NUM
ertr-328	62	55	19	19	NUM
ertr-328	62	56	barn	barn	NOUN
ertr-328	62	57	spider	spider	NOUN
ertr-328	62	58	4	4	NUM
ertr-328	62	59	1	1	NUM
ertr-328	62	60	0	0	NUM
ertr-328	62	61	corn	corn	NOUN
ertr-328	62	62	0	0	NUM
ertr-328	62	63	1	1	NUM
ertr-328	62	64	9	9	NUM
ertr-328	62	65	day	day	NOUN
ertr-328	62	66	bed	bed	NOUN
ertr-328	62	67	177	177	NUM
ertr-328	62	68	412	412	NUM
ertr-328	62	69	3,341	3,341	NUM
ertr-328	62	70	diaper	diaper	NOUN
ertr-328	62	71	20	20	NUM
ertr-328	62	72	4	4	NUM
ertr-328	62	73	51	51	NUM
ertr-328	62	74	gown	gown	NOUN
ertr-328	62	75	3	3	NUM
ertr-328	62	76	0	0	NUM
ertr-328	62	77	17	17	NUM
ertr-328	62	78	paper	paper	NOUN
ertr-328	62	79	towel	towel	NOUN
ertr-328	62	80	79	79	NUM
ertr-328	62	81	15	15	NUM
ertr-328	62	82	90	90	NUM
ertr-328	62	83	pig	pig	NOUN
ertr-328	62	84	/	/	SYM
ertr-328	62	85	hog	hog	NOUN
ertr-328	62	86	2	2	NUM
ertr-328	62	87	0	0	NUM
ertr-328	62	88	2	2	NUM
ertr-328	62	89	radiator	radiator	NOUN
ertr-328	62	90	70	70	NUM
ertr-328	62	91	22	22	NUM
ertr-328	62	92	22	22	NUM
ertr-328	62	93	sleeping	sleep	VERB
ertr-328	62	94	bag	bag	NOUN
ertr-328	62	95	9	9	NUM
ertr-328	62	96	3	3	NUM
ertr-328	62	97	14	14	NUM
ertr-328	62	98	steel	steel	NOUN
ertr-328	62	99	arch	arch	NOUN
ertr-328	62	100	bridge	bridge	NOUN
ertr-328	62	101	2	2	NUM
ertr-328	62	102	3	3	NUM
ertr-328	62	103	78	78	NUM
ertr-328	62	104	totem	totem	NOUN
ertr-328	62	105	pole	pole	NOUN
ertr-328	62	106	7	7	NUM
ertr-328	62	107	13	13	NUM
ertr-328	62	108	218	218	NUM
ertr-328	62	109	http://ertr.tamu.edu/	http://ertr.tamu.edu/	ADJ
ertr-328	62	110	e	e	NOUN
ertr-328	62	111	-	-	NOUN
ertr-328	62	112	review	review	NOUN
ertr-328	62	113	of	of	ADP
ertr-328	62	114	tourism	tourism	NOUN
ertr-328	62	115	research	research	NOUN
ertr-328	62	116	(	(	PUNCT
ertr-328	62	117	ertr	ertr	NOUN
ertr-328	62	118	)	)	PUNCT
ertr-328	62	119	,	,	PUNCT
ertr-328	62	120	vol	vol	NOUN
ertr-328	62	121	.	.	PROPN
ertr-328	63	1	16	16	NUM
ertr-328	63	2	,	,	PUNCT
ertr-328	63	3	no	no	INTJ
ertr-328	63	4	.	.	PUNCT
ertr-328	64	1	2/3	2/3	NUM
ertr-328	64	2	,	,	PUNCT
ertr-328	64	3	2019	2019	NUM
ertr-328	64	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	64	5	161	161	NUM
ertr-328	64	6	table	table	NOUN
ertr-328	64	7	2	2	NUM
ertr-328	64	8	:	:	PUNCT
ertr-328	64	9	image	image	NOUN
ertr-328	64	10	distribution	distribution	NOUN
ertr-328	64	11	(	(	PUNCT
ertr-328	64	12	absolute	absolute	ADJ
ertr-328	64	13	numbers	number	NOUN
ertr-328	64	14	)	)	PUNCT
ertr-328	64	15	hotel	hotel	NOUN
ertr-328	64	16	non	non	NOUN
ertr-328	64	17	-	-	NOUN
ertr-328	64	18	hotel	hotel	NOUN
ertr-328	64	19	both	both	CCONJ
ertr-328	64	20	positive	positive	ADJ
ertr-328	64	21	14,918	14,918	NUM
ertr-328	64	22	39,091	39,091	NUM
ertr-328	64	23	18,333	18,333	NUM
ertr-328	64	24	neutral	neutral	ADJ
ertr-328	64	25	1,945	1,945	NUM
ertr-328	64	26	3,478	3,478	NUM
ertr-328	64	27	1,839	1,839	NUM
ertr-328	64	28	negative	negative	ADJ
ertr-328	64	29	1,779	1,779	NUM
ertr-328	64	30	2,948	2,948	NUM
ertr-328	64	31	1,896	1,896	NUM
ertr-328	64	32	most	most	ADJ
ertr-328	64	33	images	image	NOUN
ertr-328	64	34	(	(	PUNCT
ertr-328	64	35	52.8	52.8	NUM
ertr-328	64	36	%	%	NOUN
ertr-328	64	37	)	)	PUNCT
ertr-328	64	38	posted	post	VERB
ertr-328	64	39	were	be	AUX
ertr-328	64	40	non	non	ADJ
ertr-328	64	41	-	-	NOUN
ertr-328	64	42	hotel	hotel	NOUN
ertr-328	64	43	.	.	PUNCT
ertr-328	65	1	a	a	DET
ertr-328	65	2	chi	chi	ADJ
ertr-328	65	3	-	-	PUNCT
ertr-328	65	4	square	square	ADJ
ertr-328	65	5	test	test	NOUN
ertr-328	65	6	revealed	reveal	VERB
ertr-328	65	7	that	that	SCONJ
ertr-328	65	8	uploaded	uploaded	ADJ
ertr-328	65	9	images	image	NOUN
ertr-328	65	10	differ	differ	VERB
ertr-328	65	11	across	across	ADP
ertr-328	65	12	property	property	NOUN
ertr-328	65	13	aspects	aspect	NOUN
ertr-328	65	14	to	to	PART
ertr-328	65	15	categorize	categorize	VERB
ertr-328	65	16	hotel	hotel	NOUN
ertr-328	65	17	,	,	PUNCT
ertr-328	65	18	non	non	ADJ
ertr-328	65	19	-	-	NOUN
ertr-328	65	20	hotel	hotel	NOUN
ertr-328	65	21	or	or	CCONJ
ertr-328	65	22	both	both	PRON
ertr-328	65	23	,	,	PUNCT
ertr-328	65	24	x2	x2	PROPN
ertr-328	65	25	(	(	PUNCT
ertr-328	65	26	4	4	NUM
ertr-328	65	27	)	)	PUNCT
ertr-328	65	28	=	=	SYM
ertr-328	65	29	1	1	NUM
ertr-328	65	30	,	,	PUNCT
ertr-328	65	31	p	p	X
ertr-328	65	32	<	<	X
ertr-328	65	33	0.5	0.5	NUM
ertr-328	65	34	(	(	PUNCT
ertr-328	65	35	table	table	NOUN
ertr-328	65	36	2	2	NUM
ertr-328	65	37	)	)	PUNCT
ertr-328	65	38	.	.	PUNCT
ertr-328	66	1	tables	table	NOUN
ertr-328	66	2	3	3	NUM
ertr-328	66	3	and	and	CCONJ
ertr-328	66	4	4	4	NUM
ertr-328	66	5	display	display	VERB
ertr-328	66	6	the	the	DET
ertr-328	66	7	top	top	ADJ
ertr-328	66	8	5	5	NUM
ertr-328	66	9	image	image	NOUN
ertr-328	66	10	classes	class	NOUN
ertr-328	66	11	for	for	ADP
ertr-328	66	12	positive	positive	ADJ
ertr-328	66	13	and	and	CCONJ
ertr-328	66	14	negative	negative	ADJ
ertr-328	66	15	reviews	review	NOUN
ertr-328	66	16	.	.	PUNCT
ertr-328	67	1	for	for	ADP
ertr-328	67	2	positive	positive	ADJ
ertr-328	67	3	reviews	review	NOUN
ertr-328	67	4	,	,	PUNCT
ertr-328	67	5	the	the	DET
ertr-328	67	6	top	top	ADJ
ertr-328	67	7	5	5	NUM
ertr-328	67	8	image	image	NOUN
ertr-328	67	9	classes	class	NOUN
ertr-328	67	10	represent	represent	VERB
ertr-328	67	11	a	a	DET
ertr-328	67	12	higher	high	ADJ
ertr-328	67	13	share	share	NOUN
ertr-328	67	14	of	of	ADP
ertr-328	67	15	each	each	DET
ertr-328	67	16	list	list	NOUN
ertr-328	67	17	(	(	PUNCT
ertr-328	67	18	hotel	hotel	NOUN
ertr-328	67	19	/	/	SYM
ertr-328	67	20	nonhotel	nonhotel	NOUN
ertr-328	67	21	/	/	SYM
ertr-328	67	22	both	both	PRON
ertr-328	67	23	)	)	PUNCT
ertr-328	67	24	compared	compare	VERB
ertr-328	67	25	to	to	ADP
ertr-328	67	26	negative	negative	ADJ
ertr-328	67	27	reviews	review	NOUN
ertr-328	67	28	.	.	PUNCT
ertr-328	68	1	four	four	NUM
ertr-328	68	2	of	of	ADP
ertr-328	68	3	the	the	DET
ertr-328	68	4	top	top	ADJ
ertr-328	68	5	“	"	PUNCT
ertr-328	68	6	hotel	hotel	NOUN
ertr-328	68	7	”	"	PUNCT
ertr-328	68	8	items	item	NOUN
ertr-328	68	9	are	be	AUX
ertr-328	68	10	listed	list	VERB
ertr-328	68	11	in	in	ADP
ertr-328	68	12	both	both	CCONJ
ertr-328	68	13	positive	positive	ADJ
ertr-328	68	14	and	and	CCONJ
ertr-328	68	15	negative	negative	ADJ
ertr-328	68	16	reviews	review	NOUN
ertr-328	68	17	.	.	PUNCT
ertr-328	69	1	similarly	similarly	ADV
ertr-328	69	2	,	,	PUNCT
ertr-328	69	3	there	there	PRON
ertr-328	69	4	is	be	VERB
ertr-328	69	5	a	a	DET
ertr-328	69	6	repetition	repetition	NOUN
ertr-328	69	7	of	of	ADP
ertr-328	69	8	two	two	NUM
ertr-328	69	9	classes	class	NOUN
ertr-328	69	10	among	among	ADP
ertr-328	69	11	“	"	PUNCT
ertr-328	69	12	non	non	ADJ
ertr-328	69	13	-	-	NOUN
ertr-328	69	14	hotel	hotel	NOUN
ertr-328	69	15	”	"	PUNCT
ertr-328	69	16	(	(	PUNCT
ertr-328	69	17	lakeshore	lakeshore	NOUN
ertr-328	69	18	and	and	CCONJ
ertr-328	69	19	medicine	medicine	NOUN
ertr-328	69	20	)	)	PUNCT
ertr-328	69	21	and	and	CCONJ
ertr-328	69	22	“	"	PUNCT
ertr-328	69	23	both	both	PRON
ertr-328	69	24	”	"	PUNCT
ertr-328	69	25	(	(	PUNCT
ertr-328	69	26	sliding	slide	VERB
ertr-328	69	27	door	door	NOUN
ertr-328	69	28	and	and	CCONJ
ertr-328	69	29	patio	patio	NOUN
ertr-328	69	30	)	)	PUNCT
ertr-328	69	31	.	.	PUNCT
ertr-328	70	1	however	however	ADV
ertr-328	70	2	,	,	PUNCT
ertr-328	70	3	the	the	DET
ertr-328	70	4	frequency	frequency	NOUN
ertr-328	70	5	among	among	ADP
ertr-328	70	6	negative	negative	ADJ
ertr-328	70	7	reviews	review	NOUN
ertr-328	70	8	is	be	AUX
ertr-328	70	9	lower	low	ADJ
ertr-328	70	10	than	than	ADP
ertr-328	70	11	in	in	ADP
ertr-328	70	12	positive	positive	ADJ
ertr-328	70	13	reviews	review	NOUN
ertr-328	70	14	.	.	PUNCT
ertr-328	71	1	this	this	PRON
ertr-328	71	2	suggests	suggest	VERB
ertr-328	71	3	that	that	SCONJ
ertr-328	71	4	these	these	DET
ertr-328	71	5	items	item	NOUN
ertr-328	71	6	are	be	AUX
ertr-328	71	7	of	of	ADP
ertr-328	71	8	particular	particular	ADJ
ertr-328	71	9	interest	interest	NOUN
ertr-328	71	10	to	to	ADP
ertr-328	71	11	travellers	traveller	NOUN
ertr-328	71	12	and	and	CCONJ
ertr-328	71	13	thus	thus	ADV
ertr-328	71	14	need	need	VERB
ertr-328	71	15	to	to	PART
ertr-328	71	16	be	be	AUX
ertr-328	71	17	tended	tend	VERB
ertr-328	71	18	to	to	ADP
ertr-328	71	19	by	by	ADP
ertr-328	71	20	tourism	tourism	NOUN
ertr-328	71	21	stakeholders	stakeholder	NOUN
ertr-328	71	22	.	.	PUNCT
ertr-328	72	1	table	table	NOUN
ertr-328	72	2	3	3	NUM
ertr-328	72	3	.	.	PUNCT
ertr-328	72	4	top	top	ADJ
ertr-328	72	5	5	5	NUM
ertr-328	72	6	image	image	NOUN
ertr-328	72	7	classes	class	NOUN
ertr-328	72	8	in	in	ADP
ertr-328	72	9	positive	positive	ADJ
ertr-328	72	10	reviews	review	NOUN
ertr-328	72	11	(	(	PUNCT
ertr-328	72	12	in	in	ADP
ertr-328	72	13	%	%	NOUN
ertr-328	72	14	of	of	ADP
ertr-328	72	15	hotel	hotel	NOUN
ertr-328	72	16	/	/	SYM
ertr-328	72	17	non	non	NOUN
ertr-328	72	18	-	-	NOUN
ertr-328	72	19	hotel	hotel	ADJ
ertr-328	72	20	/	/	SYM
ertr-328	72	21	both	both	DET
ertr-328	72	22	lists	list	NOUN
ertr-328	72	23	)	)	PUNCT
ertr-328	72	24	hotel	hotel	NOUN
ertr-328	72	25	%	%	NOUN
ertr-328	72	26	non	non	ADJ
ertr-328	72	27	-	-	ADJ
ertr-328	72	28	hotel	hotel	ADJ
ertr-328	72	29	%	%	NOUN
ertr-328	72	30	both	both	CCONJ
ertr-328	72	31	%	%	NOUN
ertr-328	72	32	quilt	quilt	NOUN
ertr-328	72	33	comforter	comforter	NOUN
ertr-328	72	34	23.45	23.45	NUM
ertr-328	72	35	%	%	NOUN
ertr-328	72	36	lakeshore	lakeshore	NOUN
ertr-328	72	37	18.87	18.87	NUM
ertr-328	72	38	%	%	NOUN
ertr-328	72	39	patio	patio	NOUN
ertr-328	72	40	terrace	terrace	NOUN
ertr-328	72	41	20.62	20.62	NUM
ertr-328	72	42	%	%	NOUN
ertr-328	72	43	day	day	NOUN
ertr-328	72	44	bed	bed	NOUN
ertr-328	72	45	22.40	22.40	NUM
ertr-328	72	46	%	%	NOUN
ertr-328	72	47	palace	palace	NOUN
ertr-328	72	48	4.08	4.08	NUM
ertr-328	72	49	%	%	NOUN
ertr-328	72	50	fountain	fountain	NOUN
ertr-328	72	51	12.89	12.89	NUM
ertr-328	72	52	%	%	NOUN
ertr-328	72	53	four	four	NUM
ertr-328	72	54	-	-	PUNCT
ertr-328	72	55	poster	poster	NOUN
ertr-328	72	56	11.85	11.85	NUM
ertr-328	72	57	%	%	NOUN
ertr-328	72	58	seashore	seashore	NOUN
ertr-328	72	59	coast	coast	NOUN
ertr-328	72	60	3.72	3.72	NUM
ertr-328	72	61	%	%	NOUN
ertr-328	72	62	dining	dining	NOUN
ertr-328	72	63	table	table	NOUN
ertr-328	72	64	8.72	8.72	NUM
ertr-328	72	65	%	%	NOUN
ertr-328	72	66	washbasin	washbasin	NOUN
ertr-328	72	67	8.95	8.95	NUM
ertr-328	72	68	%	%	NOUN
ertr-328	72	69	restaurant	restaurant	NOUN
ertr-328	72	70	3.57	3.57	NUM
ertr-328	72	71	%	%	NOUN
ertr-328	72	72	microwave	microwave	NOUN
ertr-328	72	73	8.44	8.44	NUM
ertr-328	72	74	%	%	NOUN
ertr-328	72	75	shower	shower	NOUN
ertr-328	72	76	curtain	curtain	NOUN
ertr-328	72	77	5.25	5.25	NUM
ertr-328	72	78	%	%	NOUN
ertr-328	72	79	medicine	medicine	NOUN
ertr-328	72	80	cabinet	cabinet	NOUN
ertr-328	72	81	3.13	3.13	NUM
ertr-328	72	82	%	%	NOUN
ertr-328	72	83	sliding	slide	VERB
ertr-328	72	84	door	door	NOUN
ertr-328	72	85	6.95	6.95	NUM
ertr-328	72	86	%	%	NOUN
ertr-328	72	87	sub	sub	NOUN
ertr-328	72	88	-	-	ADJ
ertr-328	72	89	total	total	ADJ
ertr-328	72	90	71.89	71.89	NUM
ertr-328	72	91	%	%	NOUN
ertr-328	72	92	sub	sub	NOUN
ertr-328	72	93	-	-	ADJ
ertr-328	72	94	total	total	ADJ
ertr-328	72	95	33.37	33.37	NUM
ertr-328	72	96	%	%	NOUN
ertr-328	72	97	sub	sub	NOUN
ertr-328	72	98	-	-	ADJ
ertr-328	72	99	total	total	ADJ
ertr-328	72	100	57.63	57.63	NUM
ertr-328	72	101	%	%	NOUN
ertr-328	72	102	“	"	PUNCT
ertr-328	72	103	non	non	ADJ
ertr-328	72	104	-	-	ADJ
ertr-328	72	105	hotel	hotel	ADJ
ertr-328	72	106	”	"	PUNCT
ertr-328	72	107	image	image	NOUN
ertr-328	72	108	classes	class	NOUN
ertr-328	72	109	in	in	ADP
ertr-328	72	110	positive	positive	ADJ
ertr-328	72	111	reviews	review	NOUN
ertr-328	72	112	include	include	VERB
ertr-328	72	113	landscapes	landscape	NOUN
ertr-328	72	114	and	and	CCONJ
ertr-328	72	115	buildings	building	NOUN
ertr-328	72	116	/	/	SYM
ertr-328	72	117	shops	shop	NOUN
ertr-328	72	118	,	,	PUNCT
ertr-328	72	119	whereas	whereas	SCONJ
ertr-328	72	120	in	in	ADP
ertr-328	72	121	negative	negative	ADJ
ertr-328	72	122	reviews	review	NOUN
ertr-328	72	123	we	we	PRON
ertr-328	72	124	find	find	VERB
ertr-328	72	125	rather	rather	ADV
ertr-328	72	126	detailed	detailed	ADJ
ertr-328	72	127	items	item	NOUN
ertr-328	72	128	such	such	ADJ
ertr-328	72	129	as	as	ADP
ertr-328	72	130	doormat	doormat	NOUN
ertr-328	72	131	and	and	CCONJ
ertr-328	72	132	bannister	bannister	PROPN
ertr-328	72	133	.	.	PUNCT
ertr-328	73	1	this	this	PRON
ertr-328	73	2	is	be	AUX
ertr-328	73	3	similar	similar	ADJ
ertr-328	73	4	for	for	ADP
ertr-328	73	5	image	image	NOUN
ertr-328	73	6	classes	class	NOUN
ertr-328	73	7	in	in	ADP
ertr-328	73	8	positive	positive	ADJ
ertr-328	73	9	reviews	review	NOUN
ertr-328	73	10	that	that	PRON
ertr-328	73	11	can	can	AUX
ertr-328	73	12	represent	represent	VERB
ertr-328	73	13	both	both	DET
ertr-328	73	14	hotel	hotel	NOUN
ertr-328	73	15	and	and	CCONJ
ertr-328	73	16	non	non	ADJ
ertr-328	73	17	-	-	ADJ
ertr-328	73	18	hotel	hotel	ADJ
ertr-328	73	19	images	image	NOUN
ertr-328	73	20	,	,	PUNCT
ertr-328	73	21	where	where	SCONJ
ertr-328	73	22	the	the	DET
ertr-328	73	23	positive	positive	ADJ
ertr-328	73	24	reviews	review	NOUN
ertr-328	73	25	include	include	VERB
ertr-328	73	26	larger	large	ADJ
ertr-328	73	27	furniture	furniture	NOUN
ertr-328	73	28	items	item	NOUN
ertr-328	73	29	(	(	PUNCT
ertr-328	73	30	e.g.	e.g.	ADV
ertr-328	73	31	,	,	PUNCT
ertr-328	73	32	dining	dining	NOUN
ertr-328	73	33	table	table	NOUN
ertr-328	73	34	)	)	PUNCT
ertr-328	73	35	versus	versus	ADP
ertr-328	73	36	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	73	37	e	e	NOUN
ertr-328	73	38	-	-	NOUN
ertr-328	73	39	review	review	NOUN
ertr-328	73	40	of	of	ADP
ertr-328	73	41	tourism	tourism	NOUN
ertr-328	73	42	research	research	NOUN
ertr-328	73	43	(	(	PUNCT
ertr-328	73	44	ertr	ertr	NOUN
ertr-328	73	45	)	)	PUNCT
ertr-328	73	46	,	,	PUNCT
ertr-328	73	47	vol	vol	NOUN
ertr-328	73	48	.	.	PROPN
ertr-328	74	1	16	16	NUM
ertr-328	74	2	,	,	PUNCT
ertr-328	74	3	no	no	INTJ
ertr-328	74	4	.	.	PUNCT
ertr-328	75	1	2/3	2/3	NUM
ertr-328	75	2	,	,	PUNCT
ertr-328	75	3	2019	2019	NUM
ertr-328	75	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	75	5	162	162	NUM
ertr-328	75	6	detailed	detailed	ADJ
ertr-328	75	7	images	image	NOUN
ertr-328	75	8	(	(	PUNCT
ertr-328	75	9	e.g.	e.g.	ADV
ertr-328	75	10	,	,	PUNCT
ertr-328	75	11	electrical	electrical	ADJ
ertr-328	75	12	switches	switch	NOUN
ertr-328	75	13	)	)	PUNCT
ertr-328	75	14	in	in	ADP
ertr-328	75	15	negative	negative	ADJ
ertr-328	75	16	reviews	review	NOUN
ertr-328	75	17	.	.	PUNCT
ertr-328	76	1	across	across	ADP
ertr-328	76	2	both	both	CCONJ
ertr-328	76	3	the	the	DET
ertr-328	76	4	top	top	ADJ
ertr-328	76	5	5	5	NUM
ertr-328	76	6	positive	positive	ADJ
ertr-328	76	7	and	and	CCONJ
ertr-328	76	8	negative	negative	ADJ
ertr-328	76	9	image	image	NOUN
ertr-328	76	10	classes	class	NOUN
ertr-328	76	11	several	several	ADJ
ertr-328	76	12	can	can	AUX
ertr-328	76	13	be	be	AUX
ertr-328	76	14	described	describe	VERB
ertr-328	76	15	as	as	ADP
ertr-328	76	16	furniture	furniture	NOUN
ertr-328	76	17	(	(	PUNCT
ertr-328	76	18	e.g.	e.g.	ADV
ertr-328	76	19	,	,	PUNCT
ertr-328	76	20	day	day	NOUN
ertr-328	76	21	bed	bed	NOUN
ertr-328	76	22	,	,	PUNCT
ertr-328	76	23	four	four	NUM
ertr-328	76	24	-	-	PUNCT
ertr-328	76	25	poster	poster	NOUN
ertr-328	76	26	,	,	PUNCT
ertr-328	76	27	dining	dining	NOUN
ertr-328	76	28	table	table	NOUN
ertr-328	76	29	,	,	PUNCT
ertr-328	76	30	medicine	medicine	NOUN
ertr-328	76	31	cabinet	cabinet	PROPN
ertr-328	76	32	,	,	PUNCT
ertr-328	76	33	bannister	bannister	PROPN
ertr-328	76	34	)	)	PUNCT
ertr-328	76	35	.	.	PUNCT
ertr-328	77	1	negative	negative	ADJ
ertr-328	77	2	reviews	review	NOUN
ertr-328	77	3	include	include	VERB
ertr-328	77	4	images	image	NOUN
ertr-328	77	5	of	of	ADP
ertr-328	77	6	items	item	NOUN
ertr-328	77	7	that	that	PRON
ertr-328	77	8	might	might	AUX
ertr-328	77	9	have	have	AUX
ertr-328	77	10	been	be	AUX
ertr-328	77	11	used	use	VERB
ertr-328	77	12	to	to	PART
ertr-328	77	13	fix	fix	VERB
ertr-328	77	14	a	a	DET
ertr-328	77	15	problem	problem	NOUN
ertr-328	77	16	(	(	PUNCT
ertr-328	77	17	e.g.	e.g.	ADV
ertr-328	77	18	,	,	PUNCT
ertr-328	77	19	toilet	toilet	NOUN
ertr-328	77	20	paper	paper	NOUN
ertr-328	77	21	,	,	PUNCT
ertr-328	77	22	paper	paper	NOUN
ertr-328	77	23	towel	towel	NOUN
ertr-328	77	24	)	)	PUNCT
ertr-328	77	25	.	.	PUNCT
ertr-328	78	1	table	table	NOUN
ertr-328	78	2	4	4	NUM
ertr-328	78	3	.	.	PUNCT
ertr-328	79	1	top	top	ADJ
ertr-328	79	2	5	5	NUM
ertr-328	79	3	image	image	NOUN
ertr-328	79	4	classes	class	NOUN
ertr-328	79	5	in	in	ADP
ertr-328	79	6	negative	negative	ADJ
ertr-328	79	7	reviews	review	NOUN
ertr-328	79	8	(	(	PUNCT
ertr-328	79	9	in	in	ADP
ertr-328	79	10	%	%	NOUN
ertr-328	79	11	of	of	ADP
ertr-328	79	12	hotel	hotel	NOUN
ertr-328	79	13	/	/	SYM
ertr-328	79	14	non	non	NOUN
ertr-328	79	15	-	-	NOUN
ertr-328	79	16	hotel	hotel	ADJ
ertr-328	79	17	/	/	SYM
ertr-328	79	18	both	both	DET
ertr-328	79	19	lists	list	NOUN
ertr-328	79	20	)	)	PUNCT
ertr-328	79	21	hotel	hotel	NOUN
ertr-328	79	22	%	%	NOUN
ertr-328	79	23	non	non	ADJ
ertr-328	79	24	-	-	ADJ
ertr-328	79	25	hotel	hotel	ADJ
ertr-328	79	26	%	%	NOUN
ertr-328	79	27	both	both	DET
ertr-328	79	28	%	%	NOUN
ertr-328	79	29	washbasin	washbasin	NOUN
ertr-328	79	30	13.66	13.66	NUM
ertr-328	79	31	%	%	NOUN
ertr-328	79	32	doormat	doormat	NOUN
ertr-328	79	33	5.19	5.19	NUM
ertr-328	79	34	%	%	NOUN
ertr-328	79	35	electrical	electrical	ADJ
ertr-328	79	36	switch	switch	NOUN
ertr-328	79	37	10.60	10.60	NUM
ertr-328	79	38	%	%	NOUN
ertr-328	79	39	quilt	quilt	NOUN
ertr-328	79	40	comforter	comforter	NOUN
ertr-328	79	41	13.32	13.32	NUM
ertr-328	79	42	%	%	NOUN
ertr-328	79	43	lakeshore	lakeshore	NOUN
ertr-328	79	44	4.21	4.21	NUM
ertr-328	79	45	%	%	NOUN
ertr-328	79	46	sliding	slide	VERB
ertr-328	79	47	door	door	NOUN
ertr-328	79	48	5.17	5.17	NUM
ertr-328	79	49	%	%	NOUN
ertr-328	79	50	day	day	NOUN
ertr-328	79	51	bed	bed	NOUN
ertr-328	79	52	9.95	9.95	NUM
ertr-328	79	53	%	%	NOUN
ertr-328	79	54	medicine	medicine	NOUN
ertr-328	79	55	cabinet	cabinet	NOUN
ertr-328	79	56	3.63	3.63	NUM
ertr-328	79	57	%	%	NOUN
ertr-328	79	58	patio	patio	NOUN
ertr-328	79	59	terrace	terrace	NOUN
ertr-328	79	60	5.17	5.17	NUM
ertr-328	79	61	%	%	NOUN
ertr-328	79	62	toilet	toilet	NOUN
ertr-328	79	63	paper	paper	NOUN
ertr-328	79	64	9.67	9.67	NUM
ertr-328	79	65	%	%	NOUN
ertr-328	79	66	bannister	bannister	NOUN
ertr-328	79	67	2.75	2.75	NUM
ertr-328	79	68	%	%	NOUN
ertr-328	79	69	paper	paper	NOUN
ertr-328	79	70	towel	towel	NOUN
ertr-328	79	71	4.17	4.17	NUM
ertr-328	79	72	%	%	NOUN
ertr-328	79	73	shower	shower	NOUN
ertr-328	79	74	curtain	curtain	NOUN
ertr-328	79	75	'	'	PART
ertr-328	79	76	9.27	9.27	NUM
ertr-328	79	77	%	%	NOUN
ertr-328	79	78	dishwasher	dishwasher	NOUN
ertr-328	79	79	2.10	2.10	NUM
ertr-328	79	80	%	%	NOUN
ertr-328	79	81	lampshade	lampshade	NOUN
ertr-328	79	82	4.11	4.11	NUM
ertr-328	79	83	%	%	NOUN
ertr-328	79	84	sub	sub	ADJ
ertr-328	79	85	-	-	ADJ
ertr-328	79	86	total	total	ADJ
ertr-328	79	87	55.87	55.87	NUM
ertr-328	79	88	%	%	NOUN
ertr-328	79	89	sub	sub	ADJ
ertr-328	79	90	-	-	ADJ
ertr-328	79	91	total	total	ADJ
ertr-328	79	92	17.88	17.88	NUM
ertr-328	79	93	%	%	NOUN
ertr-328	79	94	sub	sub	NOUN
ertr-328	79	95	-	-	ADJ
ertr-328	79	96	total	total	ADJ
ertr-328	79	97	29.22	29.22	NUM
ertr-328	79	98	%	%	NOUN
ertr-328	79	99	discussion	discussion	NOUN
ertr-328	79	100	and	and	CCONJ
ertr-328	79	101	conclusions	conclusion	NOUN
ertr-328	79	102	the	the	DET
ertr-328	79	103	importance	importance	NOUN
ertr-328	79	104	of	of	ADP
ertr-328	79	105	images	image	NOUN
ertr-328	79	106	for	for	ADP
ertr-328	79	107	travel	travel	NOUN
ertr-328	79	108	and	and	CCONJ
ertr-328	79	109	tourism	tourism	NOUN
ertr-328	79	110	is	be	AUX
ertr-328	79	111	generally	generally	ADV
ertr-328	79	112	acknowledged	acknowledge	VERB
ertr-328	79	113	.	.	PUNCT
ertr-328	80	1	the	the	DET
ertr-328	80	2	advent	advent	NOUN
ertr-328	80	3	of	of	ADP
ertr-328	80	4	user	user	NOUN
ertr-328	80	5	-	-	PUNCT
ertr-328	80	6	generated	generate	VERB
ertr-328	80	7	content	content	NOUN
ertr-328	80	8	websites	website	NOUN
ertr-328	80	9	and	and	CCONJ
ertr-328	80	10	camera	camera	NOUN
ertr-328	80	11	-	-	PUNCT
ertr-328	80	12	enabled	enable	VERB
ertr-328	80	13	smartphones	smartphone	NOUN
ertr-328	80	14	enables	enable	VERB
ertr-328	80	15	guests	guest	NOUN
ertr-328	80	16	to	to	PART
ertr-328	80	17	share	share	VERB
ertr-328	80	18	visual	visual	ADJ
ertr-328	80	19	insights	insight	NOUN
ertr-328	80	20	in	in	ADP
ertr-328	80	21	areas	area	NOUN
ertr-328	80	22	and	and	CCONJ
ertr-328	80	23	travel	travel	NOUN
ertr-328	80	24	aspects	aspect	NOUN
ertr-328	80	25	previously	previously	ADV
ertr-328	80	26	not	not	PART
ertr-328	80	27	possible	possible	ADJ
ertr-328	80	28	.	.	PUNCT
ertr-328	81	1	this	this	DET
ertr-328	81	2	exploratory	exploratory	ADJ
ertr-328	81	3	study	study	NOUN
ertr-328	81	4	provides	provide	VERB
ertr-328	81	5	first	first	ADJ
ertr-328	81	6	insights	insight	NOUN
ertr-328	81	7	into	into	ADP
ertr-328	81	8	the	the	DET
ertr-328	81	9	classes	class	NOUN
ertr-328	81	10	of	of	ADP
ertr-328	81	11	images	image	NOUN
ertr-328	81	12	uploaded	upload	VERB
ertr-328	81	13	to	to	ADP
ertr-328	81	14	tripadvisor	tripadvisor	NOUN
ertr-328	81	15	.	.	PUNCT
ertr-328	82	1	specifically	specifically	ADV
ertr-328	82	2	,	,	PUNCT
ertr-328	82	3	we	we	PRON
ertr-328	82	4	found	find	VERB
ertr-328	82	5	that	that	SCONJ
ertr-328	82	6	images	image	NOUN
ertr-328	82	7	of	of	ADP
ertr-328	82	8	non	non	ADJ
ertr-328	82	9	-	-	ADJ
ertr-328	82	10	hotel	hotel	ADJ
ertr-328	82	11	related	relate	VERB
ertr-328	82	12	travel	travel	NOUN
ertr-328	82	13	aspects	aspect	NOUN
ertr-328	82	14	account	account	VERB
ertr-328	82	15	for	for	ADP
ertr-328	82	16	a	a	DET
ertr-328	82	17	large	large	ADJ
ertr-328	82	18	share	share	NOUN
ertr-328	82	19	of	of	ADP
ertr-328	82	20	images	image	NOUN
ertr-328	82	21	in	in	ADP
ertr-328	82	22	positive	positive	ADJ
ertr-328	82	23	reviews	review	NOUN
ertr-328	82	24	.	.	PUNCT
ertr-328	83	1	these	these	DET
ertr-328	83	2	image	image	NOUN
ertr-328	83	3	classes	class	NOUN
ertr-328	83	4	are	be	AUX
ertr-328	83	5	essentially	essentially	ADV
ertr-328	83	6	a	a	DET
ertr-328	83	7	vote	vote	NOUN
ertr-328	83	8	for	for	ADP
ertr-328	83	9	travel	travel	NOUN
ertr-328	83	10	aspects	aspect	NOUN
ertr-328	83	11	that	that	PRON
ertr-328	83	12	the	the	DET
ertr-328	83	13	reviewers	reviewer	NOUN
ertr-328	83	14	consider	consider	VERB
ertr-328	83	15	relevant	relevant	ADJ
ertr-328	83	16	for	for	SCONJ
ertr-328	83	17	other	other	ADJ
ertr-328	83	18	travellers	traveller	NOUN
ertr-328	83	19	to	to	PART
ertr-328	83	20	know	know	VERB
ertr-328	83	21	or	or	CCONJ
ertr-328	83	22	learn	learn	VERB
ertr-328	83	23	about	about	ADP
ertr-328	83	24	.	.	PUNCT
ertr-328	84	1	this	this	PRON
ertr-328	84	2	is	be	AUX
ertr-328	84	3	relevant	relevant	ADJ
ertr-328	84	4	as	as	SCONJ
ertr-328	84	5	tourism	tourism	NOUN
ertr-328	84	6	stakeholders	stakeholder	NOUN
ertr-328	84	7	depend	depend	VERB
ertr-328	84	8	and	and	CCONJ
ertr-328	84	9	rely	rely	VERB
ertr-328	84	10	on	on	ADP
ertr-328	84	11	each	each	DET
ertr-328	84	12	other	other	ADJ
ertr-328	84	13	to	to	PART
ertr-328	84	14	provide	provide	VERB
ertr-328	84	15	travellers	traveller	NOUN
ertr-328	84	16	with	with	ADP
ertr-328	84	17	a	a	DET
ertr-328	84	18	satisfying	satisfying	ADJ
ertr-328	84	19	travel	travel	NOUN
ertr-328	84	20	experience	experience	NOUN
ertr-328	84	21	.	.	PUNCT
ertr-328	85	1	hotel	hotel	NOUN
ertr-328	85	2	managers	manager	NOUN
ertr-328	85	3	can	can	AUX
ertr-328	85	4	leverage	leverage	VERB
ertr-328	85	5	this	this	DET
ertr-328	85	6	information	information	NOUN
ertr-328	85	7	to	to	PART
ertr-328	85	8	draw	draw	VERB
ertr-328	85	9	attention	attention	NOUN
ertr-328	85	10	to	to	ADP
ertr-328	85	11	activities	activity	NOUN
ertr-328	85	12	and	and	CCONJ
ertr-328	85	13	attractions	attraction	NOUN
ertr-328	85	14	deemed	deem	VERB
ertr-328	85	15	relevant	relevant	ADJ
ertr-328	85	16	by	by	ADP
ertr-328	85	17	past	past	ADJ
ertr-328	85	18	visitors	visitor	NOUN
ertr-328	85	19	,	,	PUNCT
ertr-328	85	20	as	as	SCONJ
ertr-328	85	21	consumption	consumption	NOUN
ertr-328	85	22	of	of	ADP
ertr-328	85	23	such	such	ADJ
ertr-328	85	24	activities	activity	NOUN
ertr-328	85	25	or	or	CCONJ
ertr-328	85	26	visitation	visitation	NOUN
ertr-328	85	27	to	to	ADP
ertr-328	85	28	such	such	ADJ
ertr-328	85	29	attractions	attraction	NOUN
ertr-328	85	30	seems	seem	VERB
ertr-328	85	31	to	to	PART
ertr-328	85	32	positively	positively	ADV
ertr-328	85	33	affect	affect	VERB
ertr-328	85	34	the	the	DET
ertr-328	85	35	overall	overall	ADJ
ertr-328	85	36	guest	guest	NOUN
ertr-328	85	37	experience	experience	NOUN
ertr-328	85	38	at	at	ADP
ertr-328	85	39	a	a	DET
ertr-328	85	40	hotel	hotel	NOUN
ertr-328	85	41	.	.	PUNCT
ertr-328	86	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	87	1	e	e	X
ertr-328	87	2	-	-	NOUN
ertr-328	87	3	review	review	NOUN
ertr-328	87	4	of	of	ADP
ertr-328	87	5	tourism	tourism	NOUN
ertr-328	87	6	research	research	NOUN
ertr-328	87	7	(	(	PUNCT
ertr-328	87	8	ertr	ertr	NOUN
ertr-328	87	9	)	)	PUNCT
ertr-328	87	10	,	,	PUNCT
ertr-328	87	11	vol	vol	NOUN
ertr-328	87	12	.	.	PROPN
ertr-328	87	13	16	16	NUM
ertr-328	87	14	,	,	PUNCT
ertr-328	87	15	no	no	INTJ
ertr-328	87	16	.	.	PUNCT
ertr-328	88	1	2/3	2/3	NUM
ertr-328	88	2	,	,	PUNCT
ertr-328	88	3	2019	2019	NUM
ertr-328	88	4	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	88	5	163	163	NUM
ertr-328	88	6	while	while	SCONJ
ertr-328	88	7	the	the	DET
ertr-328	88	8	share	share	NOUN
ertr-328	88	9	of	of	ADP
ertr-328	88	10	same	same	ADJ
ertr-328	88	11	image	image	NOUN
ertr-328	88	12	classes	class	NOUN
ertr-328	88	13	differs	differ	VERB
ertr-328	88	14	among	among	ADP
ertr-328	88	15	positive	positive	ADJ
ertr-328	88	16	and	and	CCONJ
ertr-328	88	17	negative	negative	ADJ
ertr-328	88	18	reviews	review	NOUN
ertr-328	88	19	,	,	PUNCT
ertr-328	88	20	it	it	PRON
ertr-328	88	21	is	be	AUX
ertr-328	88	22	unclear	unclear	ADJ
ertr-328	88	23	if	if	SCONJ
ertr-328	88	24	these	these	DET
ertr-328	88	25	image	image	NOUN
ertr-328	88	26	classes	class	NOUN
ertr-328	88	27	are	be	AUX
ertr-328	88	28	motivation	motivation	NOUN
ertr-328	88	29	or	or	CCONJ
ertr-328	88	30	hygiene	hygiene	NOUN
ertr-328	88	31	factors	factor	NOUN
ertr-328	88	32	.	.	PUNCT
ertr-328	89	1	future	future	ADJ
ertr-328	89	2	research	research	NOUN
ertr-328	89	3	should	should	AUX
ertr-328	89	4	investigate	investigate	VERB
ertr-328	89	5	this	this	DET
ertr-328	89	6	issue	issue	NOUN
ertr-328	89	7	;	;	PUNCT
ertr-328	89	8	both	both	DET
ertr-328	89	9	factors	factor	NOUN
ertr-328	89	10	require	require	VERB
ertr-328	89	11	different	different	ADJ
ertr-328	89	12	managerial	managerial	ADJ
ertr-328	89	13	responses	response	NOUN
ertr-328	89	14	.	.	PUNCT
ertr-328	90	1	lastly	lastly	ADV
ertr-328	90	2	,	,	PUNCT
ertr-328	90	3	the	the	DET
ertr-328	90	4	1,000	1,000	NUM
ertr-328	90	5	resnet	resnet	NOUN
ertr-328	90	6	algorithm	algorithm	NOUN
ertr-328	90	7	image	image	NOUN
ertr-328	90	8	classes	class	NOUN
ertr-328	90	9	are	be	AUX
ertr-328	90	10	a	a	DET
ertr-328	90	11	good	good	ADJ
ertr-328	90	12	start	start	NOUN
ertr-328	90	13	;	;	PUNCT
ertr-328	90	14	however	however	ADV
ertr-328	90	15	,	,	PUNCT
ertr-328	90	16	they	they	PRON
ertr-328	90	17	exclude	exclude	VERB
ertr-328	90	18	critical	critical	ADJ
ertr-328	90	19	hotel	hotel	NOUN
ertr-328	90	20	aspects	aspect	NOUN
ertr-328	90	21	such	such	ADJ
ertr-328	90	22	as	as	ADP
ertr-328	90	23	check	check	NOUN
ertr-328	90	24	-	-	PUNCT
ertr-328	90	25	in	in	ADP
ertr-328	90	26	counter	counter	NOUN
ertr-328	90	27	,	,	PUNCT
ertr-328	90	28	hostess	hostess	NOUN
ertr-328	90	29	desk	desk	NOUN
ertr-328	90	30	,	,	PUNCT
ertr-328	90	31	or	or	CCONJ
ertr-328	90	32	mini	mini	NOUN
ertr-328	90	33	-	-	NOUN
ertr-328	90	34	bar	bar	NOUN
ertr-328	90	35	,	,	PUNCT
ertr-328	90	36	which	which	PRON
ertr-328	90	37	could	could	AUX
ertr-328	90	38	be	be	AUX
ertr-328	90	39	added	add	VERB
ertr-328	90	40	as	as	ADP
ertr-328	90	41	specialized	specialized	ADJ
ertr-328	90	42	hotel	hotel	NOUN
ertr-328	90	43	image	image	NOUN
ertr-328	90	44	classes	class	NOUN
ertr-328	90	45	.	.	PUNCT
ertr-328	91	1	a	a	DET
ertr-328	91	2	limitation	limitation	NOUN
ertr-328	91	3	of	of	ADP
ertr-328	91	4	this	this	DET
ertr-328	91	5	study	study	NOUN
ertr-328	91	6	is	be	AUX
ertr-328	91	7	that	that	SCONJ
ertr-328	91	8	no	no	DET
ertr-328	91	9	specific	specific	ADJ
ertr-328	91	10	image	image	NOUN
ertr-328	91	11	classes	class	NOUN
ertr-328	91	12	for	for	ADP
ertr-328	91	13	destination	destination	NOUN
ertr-328	91	14	or	or	CCONJ
ertr-328	91	15	hotel	hotel	NOUN
ertr-328	91	16	management	management	NOUN
ertr-328	91	17	were	be	AUX
ertr-328	91	18	identified	identify	VERB
ertr-328	91	19	.	.	PUNCT
ertr-328	92	1	specific	specific	ADJ
ertr-328	92	2	classes	class	NOUN
ertr-328	92	3	such	such	ADJ
ertr-328	92	4	as	as	ADP
ertr-328	92	5	“	"	PUNCT
ertr-328	92	6	check	check	VERB
ertr-328	92	7	-	-	PUNCT
ertr-328	92	8	in	in	ADP
ertr-328	92	9	area	area	NOUN
ertr-328	92	10	”	"	PUNCT
ertr-328	92	11	could	could	AUX
ertr-328	92	12	be	be	AUX
ertr-328	92	13	beneficial	beneficial	ADJ
ertr-328	92	14	for	for	ADP
ertr-328	92	15	hotels	hotel	NOUN
ertr-328	92	16	to	to	PART
ertr-328	92	17	identify	identify	VERB
ertr-328	92	18	property	property	NOUN
ertr-328	92	19	specific	specific	ADJ
ertr-328	92	20	areas	area	NOUN
ertr-328	92	21	of	of	ADP
ertr-328	92	22	improvement	improvement	NOUN
ertr-328	92	23	.	.	PUNCT
ertr-328	93	1	classes	class	NOUN
ertr-328	93	2	of	of	ADP
ertr-328	93	3	area	area	NOUN
ertr-328	93	4	-	-	PUNCT
ertr-328	93	5	specific	specific	ADJ
ertr-328	93	6	attractions	attraction	NOUN
ertr-328	93	7	could	could	AUX
ertr-328	93	8	allow	allow	VERB
ertr-328	93	9	identifying	identify	VERB
ertr-328	93	10	which	which	DET
ertr-328	93	11	specific	specific	ADJ
ertr-328	93	12	places	place	NOUN
ertr-328	93	13	beyond	beyond	ADP
ertr-328	93	14	image	image	NOUN
ertr-328	93	15	classes	class	NOUN
ertr-328	93	16	visitors	visitor	NOUN
ertr-328	93	17	recommend	recommend	VERB
ertr-328	93	18	or	or	CCONJ
ertr-328	93	19	discourage	discourage	VERB
ertr-328	93	20	as	as	ADP
ertr-328	93	21	sights	sight	NOUN
ertr-328	93	22	.	.	PUNCT
ertr-328	94	1	another	another	DET
ertr-328	94	2	limit	limit	NOUN
ertr-328	94	3	is	be	AUX
ertr-328	94	4	the	the	DET
ertr-328	94	5	use	use	NOUN
ertr-328	94	6	of	of	ADP
ertr-328	94	7	only	only	ADV
ertr-328	94	8	one	one	NUM
ertr-328	94	9	data	data	NOUN
ertr-328	94	10	source	source	NOUN
ertr-328	94	11	(	(	PUNCT
ertr-328	94	12	tripadvisor	tripadvisor	NOUN
ertr-328	94	13	)	)	PUNCT
ertr-328	94	14	for	for	ADP
ertr-328	94	15	one	one	NUM
ertr-328	94	16	destination	destination	NOUN
ertr-328	94	17	.	.	PUNCT
ertr-328	95	1	references	reference	NOUN
ertr-328	95	2	albers	alber	NOUN
ertr-328	95	3	,	,	PUNCT
ertr-328	95	4	pc	pc	NOUN
ertr-328	95	5	.	.	PUNCT
ertr-328	96	1	and	and	CCONJ
ertr-328	96	2	james	james	PROPN
ertr-328	96	3	,	,	PUNCT
ertr-328	96	4	wr	wr	PROPN
ertr-328	96	5	.	.	PUNCT
ertr-328	97	1	(	(	PUNCT
ertr-328	97	2	1988	1988	NUM
ertr-328	97	3	)	)	PUNCT
ertr-328	97	4	travel	travel	NOUN
ertr-328	97	5	photography	photography	NOUN
ertr-328	97	6	:	:	PUNCT
ertr-328	97	7	a	a	DET
ertr-328	97	8	methodological	methodological	ADJ
ertr-328	97	9	approach	approach	NOUN
ertr-328	97	10	.	.	PUNCT
ertr-328	98	1	annals	annal	NOUN
ertr-328	98	2	of	of	ADP
ertr-328	98	3	tourism	tourism	NOUN
ertr-328	98	4	research	research	NOUN
ertr-328	98	5	15	15	NUM
ertr-328	98	6	:	:	SYM
ertr-328	98	7	134	134	NUM
ertr-328	98	8	-	-	SYM
ertr-328	98	9	158	158	NUM
ertr-328	98	10	.	.	PUNCT
ertr-328	99	1	chung	chung	PROPN
ertr-328	99	2	,	,	PUNCT
ertr-328	99	3	hc	hc	PROPN
ertr-328	99	4	.	.	PROPN
ertr-328	99	5	,	,	PUNCT
ertr-328	99	6	lee	lee	PROPN
ertr-328	99	7	,	,	PUNCT
ertr-328	99	8	h.	h.	PROPN
ertr-328	99	9	,	,	PUNCT
ertr-328	99	10	koo	koo	PROPN
ertr-328	99	11	,	,	PUNCT
ertr-328	99	12	c.	c.	PROPN
ertr-328	99	13	and	and	CCONJ
ertr-328	99	14	chung	chung	PROPN
ertr-328	99	15	,	,	PUNCT
ertr-328	99	16	n.	n.	NOUN
ertr-328	99	17	(	(	PUNCT
ertr-328	99	18	2017	2017	NUM
ertr-328	99	19	)	)	PUNCT
ertr-328	99	20	which	which	PRON
ertr-328	99	21	is	be	AUX
ertr-328	99	22	more	more	ADV
ertr-328	99	23	important	important	ADJ
ertr-328	99	24	in	in	ADP
ertr-328	99	25	online	online	ADJ
ertr-328	99	26	review	review	NOUN
ertr-328	99	27	usefulness	usefulness	NOUN
ertr-328	99	28	,	,	PUNCT
ertr-328	99	29	heuristic	heuristic	ADJ
ertr-328	99	30	or	or	CCONJ
ertr-328	99	31	systematic	systematic	ADJ
ertr-328	99	32	cue	cue	NOUN
ertr-328	99	33	?	?	PUNCT
ertr-328	100	1	in	in	ADP
ertr-328	100	2	:	:	PUNCT
ertr-328	100	3	schegg	schegg	NOUN
ertr-328	100	4	r	r	PROPN
ertr-328	100	5	,	,	PUNCT
ertr-328	100	6	stangl	stangl	ADJ
ertr-328	100	7	b	b	PROPN
ertr-328	100	8	(	(	PUNCT
ertr-328	100	9	eds	ed	NOUN
ertr-328	100	10	)	)	PUNCT
ertr-328	100	11	information	information	NOUN
ertr-328	100	12	and	and	CCONJ
ertr-328	100	13	communication	communication	NOUN
ertr-328	100	14	technologies	technology	NOUN
ertr-328	100	15	in	in	ADP
ertr-328	100	16	tourism	tourism	NOUN
ertr-328	100	17	2017	2017	NUM
ertr-328	100	18	.	.	PUNCT
ertr-328	101	1	springer	springer	NOUN
ertr-328	101	2	international	international	ADJ
ertr-328	101	3	publishing	publishing	PROPN
ertr-328	101	4	,	,	PUNCT
ertr-328	101	5	switzerland	switzerland	PROPN
ertr-328	101	6	,	,	PUNCT
ertr-328	101	7	581	581	NUM
ertr-328	101	8	-	-	SYM
ertr-328	101	9	594	594	NUM
ertr-328	101	10	.	.	PUNCT
ertr-328	101	11	garcía	garcía	PROPN
ertr-328	101	12	-	-	PUNCT
ertr-328	101	13	pablos	pablos	PROPN
ertr-328	101	14	,	,	PUNCT
ertr-328	101	15	a.	a.	PROPN
ertr-328	101	16	,	,	PUNCT
ertr-328	101	17	duca	duca	PROPN
ertr-328	101	18	,	,	PUNCT
ertr-328	101	19	al	al	PROPN
ertr-328	101	20	.	.	PROPN
ertr-328	101	21	,	,	PUNCT
ertr-328	101	22	cuadros	cuadros	PROPN
ertr-328	101	23	,	,	PUNCT
ertr-328	101	24	m.	m.	NOUN
ertr-328	101	25	,	,	PUNCT
ertr-328	101	26	linaza	linaza	PROPN
ertr-328	101	27	,	,	PUNCT
ertr-328	101	28	mt	mt	PROPN
ertr-328	101	29	.	.	PROPN
ertr-328	101	30	and	and	CCONJ
ertr-328	101	31	marchetti	marchetti	PROPN
ertr-328	101	32	,	,	PUNCT
ertr-328	101	33	a.	a.	NOUN
ertr-328	101	34	(	(	PUNCT
ertr-328	101	35	2016	2016	NUM
ertr-328	101	36	)	)	PUNCT
ertr-328	101	37	correlating	correlate	VERB
ertr-328	101	38	languages	language	NOUN
ertr-328	101	39	and	and	CCONJ
ertr-328	101	40	sentiment	sentiment	NOUN
ertr-328	101	41	analysis	analysis	NOUN
ertr-328	101	42	on	on	ADP
ertr-328	101	43	the	the	DET
ertr-328	101	44	basis	basis	NOUN
ertr-328	101	45	of	of	ADP
ertr-328	101	46	text	text	NOUN
ertr-328	101	47	-	-	PUNCT
ertr-328	101	48	based	base	VERB
ertr-328	101	49	reviews	review	NOUN
ertr-328	101	50	.	.	PUNCT
ertr-328	102	1	in	in	ADP
ertr-328	102	2	:	:	PUNCT
ertr-328	102	3	inversini	inversini	ADP
ertr-328	102	4	a	a	PRON
ertr-328	102	5	,	,	PUNCT
ertr-328	102	6	schegg	schegg	NOUN
ertr-328	102	7	r	r	NOUN
ertr-328	102	8	(	(	PUNCT
ertr-328	102	9	eds	ed	NOUN
ertr-328	102	10	)	)	PUNCT
ertr-328	102	11	information	information	NOUN
ertr-328	102	12	and	and	CCONJ
ertr-328	102	13	communication	communication	NOUN
ertr-328	102	14	technologies	technology	NOUN
ertr-328	102	15	in	in	ADP
ertr-328	102	16	tourism	tourism	NOUN
ertr-328	102	17	2016	2016	NUM
ertr-328	102	18	.	.	PUNCT
ertr-328	103	1	springer	springer	NOUN
ertr-328	103	2	international	international	ADJ
ertr-328	103	3	publishing	publishing	PROPN
ertr-328	103	4	,	,	PUNCT
ertr-328	103	5	switzerland	switzerland	PROPN
ertr-328	103	6	,	,	PUNCT
ertr-328	103	7	565	565	NUM
ertr-328	103	8	-	-	SYM
ertr-328	103	9	577	577	NUM
ertr-328	103	10	.	.	PUNCT
ertr-328	104	1	he	he	PRON
ertr-328	104	2	,	,	PUNCT
ertr-328	104	3	k.	k.	PROPN
ertr-328	104	4	,	,	PUNCT
ertr-328	104	5	zhang	zhang	PROPN
ertr-328	104	6	,	,	PUNCT
ertr-328	104	7	x.	x.	PROPN
ertr-328	104	8	,	,	PUNCT
ertr-328	104	9	ren	ren	PROPN
ertr-328	104	10	,	,	PUNCT
ertr-328	104	11	s.	s.	PROPN
ertr-328	104	12	and	and	CCONJ
ertr-328	104	13	sun	sun	PROPN
ertr-328	104	14	,	,	PUNCT
ertr-328	104	15	j.	j.	PROPN
ertr-328	104	16	(	(	PUNCT
ertr-328	104	17	2016	2016	NUM
ertr-328	104	18	)	)	PUNCT
ertr-328	104	19	deep	deep	ADJ
ertr-328	104	20	residual	residual	ADJ
ertr-328	104	21	learning	learning	NOUN
ertr-328	104	22	for	for	ADP
ertr-328	104	23	image	image	NOUN
ertr-328	104	24	recognition	recognition	NOUN
ertr-328	104	25	.	.	PUNCT
ertr-328	105	1	in	in	ADP
ertr-328	105	2	proceedings	proceeding	NOUN
ertr-328	105	3	of	of	ADP
ertr-328	105	4	ieee	ieee	NOUN
ertr-328	105	5	conference	conference	NOUN
ertr-328	105	6	on	on	ADP
ertr-328	105	7	computer	computer	NOUN
ertr-328	105	8	vision	vision	NOUN
ertr-328	105	9	and	and	CCONJ
ertr-328	105	10	pattern	pattern	NOUN
ertr-328	105	11	recognition	recognition	NOUN
ertr-328	105	12	,	,	PUNCT
ertr-328	105	13	770778	770778	NUM
ertr-328	105	14	.	.	PUNCT
ertr-328	106	1	liu	liu	PROPN
ertr-328	106	2	,	,	PUNCT
ertr-328	106	3	z.	z.	PROPN
ertr-328	106	4	and	and	CCONJ
ertr-328	106	5	park	park	PROPN
ertr-328	106	6	,	,	PUNCT
ertr-328	106	7	s.	s.	PROPN
ertr-328	106	8	(	(	PUNCT
ertr-328	106	9	2015	2015	NUM
ertr-328	106	10	)	)	PUNCT
ertr-328	106	11	what	what	PRON
ertr-328	106	12	makes	make	VERB
ertr-328	106	13	a	a	DET
ertr-328	106	14	useful	useful	ADJ
ertr-328	106	15	online	online	ADJ
ertr-328	106	16	review	review	NOUN
ertr-328	106	17	?	?	PUNCT
ertr-328	107	1	implication	implication	NOUN
ertr-328	107	2	for	for	ADP
ertr-328	107	3	travel	travel	NOUN
ertr-328	107	4	product	product	NOUN
ertr-328	107	5	websites	website	NOUN
ertr-328	107	6	.	.	PUNCT
ertr-328	108	1	tourism	tourism	NOUN
ertr-328	108	2	management	management	NOUN
ertr-328	108	3	47	47	NUM
ertr-328	108	4	:	:	PUNCT
ertr-328	108	5	140	140	NUM
ertr-328	108	6	-	-	SYM
ertr-328	108	7	151	151	NUM
ertr-328	108	8	.	.	PUNCT
ertr-328	109	1	ma	ma	PROPN
ertr-328	109	2	,	,	PUNCT
ertr-328	109	3	y.	y.	PROPN
ertr-328	109	4	,	,	PUNCT
ertr-328	109	5	xiang	xiang	PROPN
ertr-328	109	6	,	,	PUNCT
ertr-328	109	7	z.	z.	PROPN
ertr-328	109	8	,	,	PUNCT
ertr-328	109	9	du	du	PROPN
ertr-328	109	10	,	,	PUNCT
ertr-328	109	11	q.	q.	PROPN
ertr-328	109	12	,	,	PUNCT
ertr-328	109	13	and	and	CCONJ
ertr-328	109	14	fan	fan	PROPN
ertr-328	109	15	,	,	PUNCT
ertr-328	109	16	w.	w.	PROPN
ertr-328	109	17	(	(	PUNCT
ertr-328	109	18	2018	2018	NUM
ertr-328	109	19	)	)	PUNCT
ertr-328	109	20	effects	effect	NOUN
ertr-328	109	21	of	of	ADP
ertr-328	109	22	user	user	NOUN
ertr-328	109	23	-	-	PUNCT
ertr-328	109	24	provided	provide	VERB
ertr-328	109	25	photos	photo	NOUN
ertr-328	109	26	on	on	ADP
ertr-328	109	27	hotel	hotel	NOUN
ertr-328	109	28	review	review	NOUN
ertr-328	109	29	helpfulness	helpfulness	NOUN
ertr-328	109	30	:	:	PUNCT
ertr-328	109	31	an	an	DET
ertr-328	109	32	analytical	analytical	ADJ
ertr-328	109	33	approach	approach	NOUN
ertr-328	109	34	with	with	ADP
ertr-328	109	35	deep	deep	ADJ
ertr-328	109	36	leaning	leaning	NOUN
ertr-328	109	37	.	.	PUNCT
ertr-328	110	1	international	international	ADJ
ertr-328	110	2	journal	journal	PROPN
ertr-328	110	3	of	of	ADP
ertr-328	110	4	hospitality	hospitality	NOUN
ertr-328	110	5	management	management	NOUN
ertr-328	110	6	71	71	NUM
ertr-328	110	7	:	:	SYM
ertr-328	110	8	120	120	NUM
ertr-328	110	9	-	-	SYM
ertr-328	110	10	131	131	NUM
ertr-328	110	11	.	.	PUNCT
ertr-328	111	1	russakovsky	russakovsky	PROPN
ertr-328	111	2	,	,	PUNCT
ertr-328	111	3	o.	o.	PROPN
ertr-328	111	4	,	,	PUNCT
ertr-328	111	5	deng	deng	PROPN
ertr-328	111	6	,	,	PUNCT
ertr-328	111	7	j.	j.	PROPN
ertr-328	111	8	,	,	PUNCT
ertr-328	111	9	su	su	PROPN
ertr-328	111	10	,	,	PUNCT
ertr-328	111	11	h.	h.	PROPN
ertr-328	111	12	,	,	PUNCT
ertr-328	111	13	krause	krause	PROPN
ertr-328	111	14	,	,	PUNCT
ertr-328	111	15	j.	j.	PROPN
ertr-328	111	16	,	,	PUNCT
ertr-328	111	17	satheesh	satheesh	PROPN
ertr-328	111	18	,	,	PUNCT
ertr-328	111	19	s.	s.	PROPN
ertr-328	111	20	,	,	PUNCT
ertr-328	111	21	ma	ma	PROPN
ertr-328	111	22	,	,	PUNCT
ertr-328	111	23	s.	s.	PROPN
ertr-328	111	24	,	,	PUNCT
ertr-328	111	25	huang	huang	PROPN
ertr-328	111	26	,	,	PUNCT
ertr-328	111	27	z.	z.	PROPN
ertr-328	111	28	,	,	PUNCT
ertr-328	111	29	karpathy	karpathy	PROPN
ertr-328	111	30	,	,	PUNCT
ertr-328	111	31	a.	a.	NOUN
ertr-328	111	32	,	,	PUNCT
ertr-328	111	33	khosla	khosla	PROPN
ertr-328	111	34	,	,	PUNCT
ertr-328	111	35	a.	a.	PROPN
ertr-328	111	36	,	,	PUNCT
ertr-328	111	37	bernstein	bernstein	PROPN
ertr-328	111	38	,	,	PUNCT
ertr-328	111	39	m.	m.	NOUN
ertr-328	111	40	,	,	PUNCT
ertr-328	111	41	berg	berg	PROPN
ertr-328	111	42	,	,	PUNCT
ertr-328	111	43	ac	ac	PROPN
ertr-328	111	44	.	.	PROPN
ertr-328	111	45	,	,	PUNCT
ertr-328	111	46	and	and	CCONJ
ertr-328	111	47	fei	fei	PROPN
ertr-328	111	48	-	-	PUNCT
ertr-328	111	49	fei	fei	PROPN
ertr-328	111	50	,	,	PUNCT
ertr-328	111	51	l.	l.	PROPN
ertr-328	111	52	(	(	PUNCT
ertr-328	111	53	2015	2015	NUM
ertr-328	111	54	)	)	PUNCT
ertr-328	111	55	imagenet	imagenet	NOUN
ertr-328	111	56	large	large	ADJ
ertr-328	111	57	scale	scale	NOUN
ertr-328	111	58	visual	visual	ADJ
ertr-328	111	59	recognition	recognition	NOUN
ertr-328	111	60	challenge	challenge	NOUN
ertr-328	111	61	.	.	PUNCT
ertr-328	112	1	international	international	ADJ
ertr-328	112	2	journal	journal	NOUN
ertr-328	112	3	of	of	ADP
ertr-328	112	4	computer	computer	NOUN
ertr-328	112	5	vision	vision	NOUN
ertr-328	112	6	115	115	NUM
ertr-328	112	7	:	:	PUNCT
ertr-328	112	8	211	211	NUM
ertr-328	112	9	-	-	SYM
ertr-328	112	10	252	252	NUM
ertr-328	112	11	.	.	PUNCT
ertr-328	113	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-328	113	2	e	e	NOUN
ertr-328	113	3	-	-	NOUN
ertr-328	113	4	review	review	NOUN
ertr-328	113	5	of	of	ADP
ertr-328	113	6	tourism	tourism	NOUN
ertr-328	113	7	research	research	NOUN
ertr-328	113	8	(	(	PUNCT
ertr-328	113	9	ertr	ertr	NOUN
ertr-328	113	10	)	)	PUNCT
ertr-328	113	11	,	,	PUNCT
ertr-328	113	12	vol	vol	NOUN
ertr-328	113	13	.	.	PROPN
ertr-328	113	14	16	16	NUM
ertr-328	113	15	,	,	PUNCT
ertr-328	113	16	no	no	INTJ
ertr-328	113	17	.	.	PUNCT
ertr-328	113	18	2/3	2/3	NUM
ertr-328	113	19	,	,	PUNCT
ertr-328	113	20	2019	2019	NUM
ertr-328	113	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-328	113	22	164	164	NUM
ertr-328	113	23	tsao	tsao	NOUN
ertr-328	113	24	,	,	PUNCT
ertr-328	113	25	wc	wc	PROPN
ertr-328	113	26	.	.	PROPN
ertr-328	113	27	,	,	PUNCT
ertr-328	113	28	hsieh	hsieh	PROPN
ertr-328	113	29	,	,	PUNCT
ertr-328	113	30	mt	mt	PROPN
ertr-328	113	31	.	.	PROPN
ertr-328	113	32	,	,	PUNCT
ertr-328	113	33	shih	shih	PROPN
ertr-328	113	34	,	,	PUNCT
ertr-328	113	35	lw	lw	PROPN
ertr-328	113	36	.	.	PROPN
ertr-328	113	37	,	,	PUNCT
ertr-328	113	38	and	and	CCONJ
ertr-328	113	39	lin	lin	PROPN
ertr-328	113	40	,	,	PUNCT
ertr-328	113	41	tm	tm	PROPN
ertr-328	113	42	.	.	PROPN
ertr-328	113	43	(	(	PUNCT
ertr-328	113	44	2015	2015	NUM
ertr-328	113	45	)	)	PUNCT
ertr-328	113	46	compliance	compliance	NOUN
ertr-328	113	47	with	with	ADP
ertr-328	113	48	ewom	ewom	NOUN
ertr-328	113	49	:	:	PUNCT
ertr-328	113	50	the	the	DET
ertr-328	113	51	influence	influence	NOUN
ertr-328	113	52	of	of	ADP
ertr-328	113	53	hotel	hotel	NOUN
ertr-328	113	54	reviews	review	NOUN
ertr-328	113	55	on	on	ADP
ertr-328	113	56	booking	book	VERB
ertr-328	113	57	intention	intention	NOUN
ertr-328	113	58	from	from	ADP
ertr-328	113	59	the	the	DET
ertr-328	113	60	perspective	perspective	NOUN
ertr-328	113	61	of	of	ADP
ertr-328	113	62	consumer	consumer	NOUN
ertr-328	113	63	conformity	conformity	NOUN
ertr-328	113	64	.	.	PUNCT
ertr-328	114	1	international	international	ADJ
ertr-328	114	2	journal	journal	PROPN
ertr-328	114	3	of	of	ADP
ertr-328	114	4	hospitality	hospitality	NOUN
ertr-328	114	5	management	management	NOUN
ertr-328	114	6	46	46	NUM
ertr-328	114	7	:	:	SYM
ertr-328	114	8	99	99	NUM
ertr-328	114	9	-	-	SYM
ertr-328	114	10	111	111	NUM
ertr-328	114	11	.	.	PUNCT
ertr-328	115	1	urry	urry	ADJ
ertr-328	115	2	,	,	PUNCT
ertr-328	115	3	j.	j.	PROPN
ertr-328	115	4	(	(	PUNCT
ertr-328	115	5	1990	1990	NUM
ertr-328	115	6	)	)	PUNCT
ertr-328	115	7	the	the	DET
ertr-328	115	8	tourist	tourist	NOUN
ertr-328	115	9	gaze	gaze	NOUN
ertr-328	115	10	.	.	PUNCT
ertr-328	116	1	sage	sage	NOUN
ertr-328	116	2	,	,	PUNCT
ertr-328	116	3	london	london	PROPN
ertr-328	116	4	.	.	PUNCT
ertr-328	117	1	vermeulen	vermeulen	PROPN
ertr-328	117	2	,	,	PUNCT
ertr-328	117	3	ie	ie	X
ertr-328	117	4	.	.	PROPN
ertr-328	117	5	,	,	PUNCT
ertr-328	117	6	and	and	CCONJ
ertr-328	117	7	seegers	seeger	NOUN
ertr-328	117	8	,	,	PUNCT
ertr-328	117	9	d.	d.	PROPN
ertr-328	117	10	(	(	PUNCT
ertr-328	117	11	2009	2009	NUM
ertr-328	117	12	)	)	PUNCT
ertr-328	117	13	tried	try	VERB
ertr-328	117	14	and	and	CCONJ
ertr-328	117	15	tested	test	VERB
ertr-328	117	16	:	:	PUNCT
ertr-328	117	17	the	the	DET
ertr-328	117	18	impact	impact	NOUN
ertr-328	117	19	of	of	ADP
ertr-328	117	20	online	online	ADJ
ertr-328	117	21	hotel	hotel	NOUN
ertr-328	117	22	reviews	review	NOUN
ertr-328	117	23	on	on	ADP
ertr-328	117	24	consumer	consumer	NOUN
ertr-328	117	25	consideration	consideration	NOUN
ertr-328	117	26	.	.	PUNCT
ertr-328	118	1	tourism	tourism	NOUN
ertr-328	118	2	management	management	NOUN
ertr-328	118	3	30	30	NUM
ertr-328	118	4	:	:	PUNCT
ertr-328	118	5	123	123	NUM
ertr-328	118	6	-	-	SYM
ertr-328	118	7	127	127	NUM
ertr-328	118	8	.	.	PUNCT
ertr-328	119	1	wang	wang	PROPN
ertr-328	119	2	,	,	PUNCT
ertr-328	119	3	y.	y.	PROPN
ertr-328	119	4	,	,	PUNCT
ertr-328	119	5	and	and	CCONJ
ertr-328	119	6	fesenmaier	fesenmaier	NOUN
ertr-328	119	7	,	,	PUNCT
ertr-328	119	8	dr	dr	PROPN
ertr-328	119	9	.	.	PROPN
ertr-328	119	10	(	(	PUNCT
ertr-328	119	11	2004	2004	NUM
ertr-328	119	12	)	)	PUNCT
ertr-328	119	13	towards	towards	ADP
ertr-328	119	14	understanding	understand	VERB
ertr-328	119	15	members	member	NOUN
ertr-328	119	16	’	'	PUNCT
ertr-328	119	17	general	general	ADJ
ertr-328	119	18	participation	participation	NOUN
ertr-328	119	19	in	in	ADP
ertr-328	119	20	and	and	CCONJ
ertr-328	119	21	active	active	ADJ
ertr-328	119	22	contribution	contribution	NOUN
ertr-328	119	23	to	to	ADP
ertr-328	119	24	an	an	DET
ertr-328	119	25	online	online	ADJ
ertr-328	119	26	travel	travel	NOUN
ertr-328	119	27	community	community	NOUN
ertr-328	119	28	.	.	PUNCT
ertr-328	120	1	tourism	tourism	NOUN
ertr-328	120	2	management	management	NOUN
ertr-328	120	3	25	25	NUM
ertr-328	120	4	:	:	PUNCT
ertr-328	120	5	709	709	NUM
ertr-328	120	6	-	-	SYM
ertr-328	120	7	722	722	NUM
ertr-328	120	8	.	.	PUNCT
ertr-328	121	1	xiang	xiang	PROPN
ertr-328	121	2	,	,	PUNCT
ertr-328	121	3	z.	z.	PROPN
ertr-328	121	4	,	,	PUNCT
ertr-328	121	5	du	du	PROPN
ertr-328	121	6	,	,	PUNCT
ertr-328	121	7	q.	q.	PROPN
ertr-328	121	8	,	,	PUNCT
ertr-328	121	9	ma	ma	PROPN
ertr-328	121	10	,	,	PUNCT
ertr-328	121	11	y.	y.	PROPN
ertr-328	121	12	,	,	PUNCT
ertr-328	121	13	and	and	CCONJ
ertr-328	121	14	fan	fan	PROPN
ertr-328	121	15	,	,	PUNCT
ertr-328	121	16	w.	w.	PROPN
ertr-328	121	17	(	(	PUNCT
ertr-328	121	18	2018	2018	NUM
ertr-328	121	19	)	)	PUNCT
ertr-328	121	20	assessing	assess	VERB
ertr-328	121	21	reliability	reliability	NOUN
ertr-328	121	22	of	of	ADP
ertr-328	121	23	social	social	ADJ
ertr-328	121	24	media	medium	NOUN
ertr-328	121	25	data	datum	NOUN
ertr-328	121	26	:	:	PUNCT
ertr-328	121	27	lessons	lesson	NOUN
ertr-328	121	28	from	from	ADP
ertr-328	121	29	mining	mining	NOUN
ertr-328	121	30	tripadvisor	tripadvisor	NOUN
ertr-328	121	31	hotel	hotel	NOUN
ertr-328	121	32	reviews	review	NOUN
ertr-328	121	33	.	.	PUNCT
ertr-328	122	1	information	information	NOUN
ertr-328	122	2	technology	technology	PROPN
ertr-328	122	3	&	&	CCONJ
ertr-328	122	4	tourism	tourism	NOUN
ertr-328	122	5	18	18	NUM
ertr-328	122	6	:	:	SYM
ertr-328	122	7	43	43	NUM
ertr-328	122	8	-	-	SYM
ertr-328	122	9	59	59	NUM
ertr-328	122	10	.	.	PUNCT
ertr-328	123	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN