id	sid	tid	token	lemma	pos
ertr-123	1	1	assessing	assess	VERB
ertr-123	1	2	the	the	DET
ertr-123	1	3	usefulness	usefulness	NOUN
ertr-123	1	4	of	of	ADP
ertr-123	1	5	online	online	ADJ
ertr-123	1	6	image	image	NOUN
ertr-123	1	7	annotation	annotation	NOUN
ertr-123	1	8	services	service	NOUN
ertr-123	1	9	for	for	ADP
ertr-123	1	10	destination	destination	NOUN
ertr-123	1	11	image	image	NOUN
ertr-123	1	12	measurement	measurement	NOUN
ertr-123	1	13	lyndon	lyndon	PROPN
ertr-123	1	14	nixon	nixon	PROPN
ertr-123	1	15	modul	modul	PROPN
ertr-123	1	16	university	university	PROPN
ertr-123	1	17	vienna	vienna	PROPN
ertr-123	1	18	,	,	PUNCT
ertr-123	1	19	austria	austria	PROPN
ertr-123	1	20	lyndon.nixon@modul.ac.at	lyndon.nixon@modul.ac.at	PUNCT
ertr-123	1	21	abstract	abstract	ADP
ertr-123	1	22	this	this	DET
ertr-123	1	23	research	research	NOUN
ertr-123	1	24	note	note	NOUN
ertr-123	1	25	reports	report	NOUN
ertr-123	1	26	on	on	ADP
ertr-123	1	27	an	an	DET
ertr-123	1	28	initial	initial	ADJ
ertr-123	1	29	exploration	exploration	NOUN
ertr-123	1	30	of	of	ADP
ertr-123	1	31	the	the	DET
ertr-123	1	32	usefulness	usefulness	NOUN
ertr-123	1	33	of	of	ADP
ertr-123	1	34	online	online	ADJ
ertr-123	1	35	image	image	NOUN
ertr-123	1	36	annotation	annotation	NOUN
ertr-123	1	37	services	service	NOUN
ertr-123	1	38	for	for	ADP
ertr-123	1	39	the	the	DET
ertr-123	1	40	measurement	measurement	NOUN
ertr-123	1	41	of	of	ADP
ertr-123	1	42	destination	destination	NOUN
ertr-123	1	43	image	image	NOUN
ertr-123	1	44	.	.	PUNCT
ertr-123	2	1	destination	destination	NOUN
ertr-123	2	2	marketing	marketing	NOUN
ertr-123	2	3	organisations	organisation	NOUN
ertr-123	2	4	(	(	PUNCT
ertr-123	2	5	dmos	dmos	PROPN
ertr-123	2	6	)	)	PUNCT
ertr-123	2	7	today	today	NOUN
ertr-123	2	8	,	,	PUNCT
ertr-123	2	9	while	while	SCONJ
ertr-123	2	10	actively	actively	ADV
ertr-123	2	11	data	data	VERB
ertr-123	2	12	mining	mining	NOUN
ertr-123	2	13	textual	textual	ADJ
ertr-123	2	14	content	content	NOUN
ertr-123	2	15	for	for	ADP
ertr-123	2	16	insights	insight	NOUN
ertr-123	2	17	into	into	ADP
ertr-123	2	18	visitor	visitor	NOUN
ertr-123	2	19	sentiment	sentiment	NOUN
ertr-123	2	20	towards	towards	ADP
ertr-123	2	21	their	their	PRON
ertr-123	2	22	destination	destination	NOUN
ertr-123	2	23	or	or	CCONJ
ertr-123	2	24	the	the	DET
ertr-123	2	25	most	most	ADV
ertr-123	2	26	popular	popular	ADJ
ertr-123	2	27	topics	topic	NOUN
ertr-123	2	28	or	or	CCONJ
ertr-123	2	29	themes	theme	NOUN
ertr-123	2	30	of	of	ADP
ertr-123	2	31	visitors	visitor	NOUN
ertr-123	2	32	at	at	ADP
ertr-123	2	33	that	that	DET
ertr-123	2	34	destination	destination	NOUN
ertr-123	2	35	,	,	PUNCT
ertr-123	2	36	increasingly	increasingly	ADV
ertr-123	2	37	face	face	VERB
ertr-123	2	38	usage	usage	NOUN
ertr-123	2	39	of	of	ADP
ertr-123	2	40	digital	digital	ADJ
ertr-123	2	41	imagery	imagery	NOUN
ertr-123	2	42	or	or	CCONJ
ertr-123	2	43	videos	video	NOUN
ertr-123	2	44	yet	yet	CCONJ
ertr-123	2	45	non	non	ADJ
ertr-123	2	46	-	-	ADJ
ertr-123	2	47	textual	textual	ADJ
ertr-123	2	48	content	content	NOUN
ertr-123	2	49	is	be	AUX
ertr-123	2	50	not	not	PART
ertr-123	2	51	as	as	ADV
ertr-123	2	52	easily	easily	ADV
ertr-123	2	53	‘	'	PUNCT
ertr-123	2	54	understood	understand	VERB
ertr-123	2	55	’	'	PUNCT
ertr-123	2	56	by	by	ADP
ertr-123	2	57	machines	machine	NOUN
ertr-123	2	58	to	to	PART
ertr-123	2	59	provide	provide	VERB
ertr-123	2	60	the	the	DET
ertr-123	2	61	same	same	ADJ
ertr-123	2	62	insights	insight	NOUN
ertr-123	2	63	.	.	PUNCT
ertr-123	3	1	the	the	DET
ertr-123	3	2	recent	recent	ADJ
ertr-123	3	3	emergence	emergence	NOUN
ertr-123	3	4	of	of	ADP
ertr-123	3	5	online	online	ADJ
ertr-123	3	6	services	service	NOUN
ertr-123	3	7	for	for	ADP
ertr-123	3	8	image	image	NOUN
ertr-123	3	9	annotation	annotation	NOUN
ertr-123	3	10	might	might	AUX
ertr-123	3	11	be	be	AUX
ertr-123	3	12	of	of	ADP
ertr-123	3	13	value	value	NOUN
ertr-123	3	14	to	to	ADP
ertr-123	3	15	dmos	dmos	NOUN
ertr-123	3	16	but	but	CCONJ
ertr-123	3	17	to	to	ADP
ertr-123	3	18	the	the	DET
ertr-123	3	19	best	good	ADJ
ertr-123	3	20	of	of	ADP
ertr-123	3	21	the	the	DET
ertr-123	3	22	author	author	NOUN
ertr-123	3	23	’s	’s	PART
ertr-123	3	24	knowledge	knowledge	NOUN
ertr-123	3	25	no	no	DET
ertr-123	3	26	evaluation	evaluation	NOUN
ertr-123	3	27	of	of	ADP
ertr-123	3	28	their	their	PRON
ertr-123	3	29	usefulness	usefulness	NOUN
ertr-123	3	30	has	have	AUX
ertr-123	3	31	been	be	AUX
ertr-123	3	32	made	make	VERB
ertr-123	3	33	in	in	ADP
ertr-123	3	34	the	the	DET
ertr-123	3	35	touristic	touristic	ADJ
ertr-123	3	36	domain	domain	NOUN
ertr-123	3	37	.	.	PUNCT
ertr-123	4	1	we	we	PRON
ertr-123	4	2	present	present	VERB
ertr-123	4	3	here	here	ADV
ertr-123	4	4	initial	initial	ADJ
ertr-123	4	5	results	result	NOUN
ertr-123	4	6	which	which	PRON
ertr-123	4	7	indicate	indicate	VERB
ertr-123	4	8	the	the	DET
ertr-123	4	9	progress	progress	NOUN
ertr-123	4	10	that	that	SCONJ
ertr-123	4	11	image	image	NOUN
ertr-123	4	12	annotation	annotation	NOUN
ertr-123	4	13	services	service	NOUN
ertr-123	4	14	still	still	ADV
ertr-123	4	15	need	need	VERB
ertr-123	4	16	to	to	PART
ertr-123	4	17	make	make	VERB
ertr-123	4	18	before	before	SCONJ
ertr-123	4	19	dmos	dmo	NOUN
ertr-123	4	20	could	could	AUX
ertr-123	4	21	use	use	VERB
ertr-123	4	22	them	they	PRON
ertr-123	4	23	in	in	ADP
ertr-123	4	24	destination	destination	NOUN
ertr-123	4	25	image	image	NOUN
ertr-123	4	26	measurement	measurement	NOUN
ertr-123	4	27	.	.	PUNCT
ertr-123	5	1	keywords	keyword	NOUN
ertr-123	5	2	:	:	PUNCT
ertr-123	5	3	media	medium	NOUN
ertr-123	5	4	mining	mining	NOUN
ertr-123	5	5	,	,	PUNCT
ertr-123	5	6	media	medium	NOUN
ertr-123	5	7	analysis	analysis	NOUN
ertr-123	5	8	,	,	PUNCT
ertr-123	5	9	media	medium	NOUN
ertr-123	5	10	annotation	annotation	NOUN
ertr-123	5	11	,	,	PUNCT
ertr-123	5	12	visual	visual	ADJ
ertr-123	5	13	analysis	analysis	NOUN
ertr-123	5	14	,	,	PUNCT
ertr-123	5	15	concept	concept	NOUN
ertr-123	5	16	detection	detection	NOUN
ertr-123	5	17	,	,	PUNCT
ertr-123	5	18	image	image	NOUN
ertr-123	5	19	annotation	annotation	NOUN
ertr-123	5	20	,	,	PUNCT
ertr-123	5	21	destination	destination	NOUN
ertr-123	5	22	image	image	NOUN
ertr-123	5	23	,	,	PUNCT
ertr-123	5	24	tourism	tourism	NOUN
ertr-123	5	25	intelligence	intelligence	NOUN
ertr-123	5	26	.	.	PUNCT
ertr-123	6	1	1	1	NUM
ertr-123	6	2	introduction	introduction	NOUN
ertr-123	6	3	digital	digital	ADJ
ertr-123	6	4	travellers	traveller	NOUN
ertr-123	6	5	are	be	AUX
ertr-123	6	6	more	more	ADV
ertr-123	6	7	likely	likely	ADJ
ertr-123	6	8	today	today	NOUN
ertr-123	6	9	to	to	PART
ertr-123	6	10	learn	learn	VERB
ertr-123	6	11	about	about	ADP
ertr-123	6	12	or	or	CCONJ
ertr-123	6	13	check	check	VERB
ertr-123	6	14	out	out	ADP
ertr-123	6	15	potential	potential	ADJ
ertr-123	6	16	destinations	destination	NOUN
ertr-123	6	17	through	through	ADP
ertr-123	6	18	photos	photo	NOUN
ertr-123	6	19	on	on	ADP
ertr-123	6	20	instagram	instagram	PROPN
ertr-123	6	21	,	,	PUNCT
ertr-123	6	22	videos	video	NOUN
ertr-123	6	23	on	on	ADP
ertr-123	6	24	youtube	youtube	NOUN
ertr-123	6	25	or	or	CCONJ
ertr-123	6	26	visual	visual	ADJ
ertr-123	6	27	pins	pin	NOUN
ertr-123	6	28	on	on	ADP
ertr-123	6	29	pinterest	pinter	ADJ
ertr-123	6	30	than	than	SCONJ
ertr-123	6	31	to	to	PART
ertr-123	6	32	read	read	VERB
ertr-123	6	33	text	text	NOUN
ertr-123	6	34	-	-	PUNCT
ertr-123	6	35	based	base	VERB
ertr-123	6	36	travel	travel	NOUN
ertr-123	6	37	blogger	blogger	NOUN
ertr-123	6	38	entries	entry	NOUN
ertr-123	6	39	,	,	PUNCT
ertr-123	6	40	travel	travel	NOUN
ertr-123	6	41	guides	guide	NOUN
ertr-123	6	42	or	or	CCONJ
ertr-123	6	43	dmo	dmo	PROPN
ertr-123	6	44	websites	website	NOUN
ertr-123	6	45	.	.	PUNCT
ertr-123	7	1	the	the	DET
ertr-123	7	2	shift	shift	NOUN
ertr-123	7	3	in	in	ADP
ertr-123	7	4	digital	digital	ADJ
ertr-123	7	5	consumer	consumer	NOUN
ertr-123	7	6	behavior	behavior	NOUN
ertr-123	7	7	towards	towards	ADP
ertr-123	7	8	(	(	PUNCT
ertr-123	7	9	audio)visual	audio)visual	ADJ
ertr-123	7	10	content	content	NOUN
ertr-123	7	11	on	on	ADP
ertr-123	7	12	the	the	DET
ertr-123	7	13	web	web	NOUN
ertr-123	7	14	raises	raise	VERB
ertr-123	7	15	a	a	DET
ertr-123	7	16	new	new	ADJ
ertr-123	7	17	challenge	challenge	NOUN
ertr-123	7	18	for	for	ADP
ertr-123	7	19	tourism	tourism	NOUN
ertr-123	7	20	stakeholders	stakeholder	NOUN
ertr-123	7	21	who	who	PRON
ertr-123	7	22	traditionally	traditionally	ADV
ertr-123	7	23	have	have	AUX
ertr-123	7	24	performed	perform	VERB
ertr-123	7	25	data	data	NOUN
ertr-123	7	26	analysis	analysis	NOUN
ertr-123	7	27	for	for	ADP
ertr-123	7	28	market	market	NOUN
ertr-123	7	29	research	research	NOUN
ertr-123	7	30	and	and	CCONJ
ertr-123	7	31	prediction	prediction	NOUN
ertr-123	7	32	based	base	VERB
ertr-123	7	33	on	on	ADP
ertr-123	7	34	textual	textual	ADJ
ertr-123	7	35	and	and	CCONJ
ertr-123	7	36	statistical	statistical	ADJ
ertr-123	7	37	data	datum	NOUN
ertr-123	7	38	.	.	PUNCT
ertr-123	8	1	insights	insight	NOUN
ertr-123	8	2	into	into	ADP
ertr-123	8	3	how	how	SCONJ
ertr-123	8	4	destinations	destination	NOUN
ertr-123	8	5	and	and	CCONJ
ertr-123	8	6	tourism	tourism	NOUN
ertr-123	8	7	offers	offer	NOUN
ertr-123	8	8	are	be	AUX
ertr-123	8	9	being	be	AUX
ertr-123	8	10	presented	present	VERB
ertr-123	8	11	to	to	ADP
ertr-123	8	12	online	online	ADJ
ertr-123	8	13	consumers	consumer	NOUN
ertr-123	8	14	will	will	AUX
ertr-123	8	15	only	only	ADV
ertr-123	8	16	capture	capture	VERB
ertr-123	8	17	the	the	DET
ertr-123	8	18	whole	whole	ADJ
ertr-123	8	19	story	story	NOUN
ertr-123	8	20	if	if	SCONJ
ertr-123	8	21	the	the	DET
ertr-123	8	22	(	(	PUNCT
ertr-123	8	23	audio)visual	audio)visual	ADJ
ertr-123	8	24	content	content	NOUN
ertr-123	8	25	can	can	AUX
ertr-123	8	26	be	be	AUX
ertr-123	8	27	analysed	analyse	VERB
ertr-123	8	28	and	and	CCONJ
ertr-123	8	29	understood	understand	VERB
ertr-123	8	30	in	in	ADP
ertr-123	8	31	the	the	DET
ertr-123	8	32	same	same	ADJ
ertr-123	8	33	way	way	NOUN
ertr-123	8	34	as	as	SCONJ
ertr-123	8	35	today	today	NOUN
ertr-123	8	36	’s	’s	PART
ertr-123	8	37	tourism	tourism	NOUN
ertr-123	8	38	intelligence	intelligence	NOUN
ertr-123	8	39	solutions	solution	NOUN
ertr-123	8	40	can	can	AUX
ertr-123	8	41	perform	perform	VERB
ertr-123	8	42	with	with	ADP
ertr-123	8	43	text	text	NOUN
ertr-123	8	44	.	.	PUNCT
ertr-123	9	1	modern	modern	ADJ
ertr-123	9	2	advances	advance	NOUN
ertr-123	9	3	in	in	ADP
ertr-123	9	4	computational	computational	ADJ
ertr-123	9	5	understanding	understanding	NOUN
ertr-123	9	6	have	have	AUX
ertr-123	9	7	enabled	enable	VERB
ertr-123	9	8	significant	significant	ADJ
ertr-123	9	9	progress	progress	NOUN
ertr-123	9	10	in	in	ADP
ertr-123	9	11	computer	computer	NOUN
ertr-123	9	12	systems	system	NOUN
ertr-123	9	13	that	that	PRON
ertr-123	9	14	can	can	AUX
ertr-123	9	15	accurately	accurately	ADV
ertr-123	9	16	identify	identify	VERB
ertr-123	9	17	concepts	concept	NOUN
ertr-123	9	18	in	in	ADP
ertr-123	9	19	visual	visual	ADJ
ertr-123	9	20	content	content	NOUN
ertr-123	9	21	and	and	CCONJ
ertr-123	9	22	label	label	NOUN
ertr-123	9	23	frames	frame	NOUN
ertr-123	9	24	according	accord	VERB
ertr-123	9	25	to	to	ADP
ertr-123	9	26	emotional	emotional	ADJ
ertr-123	9	27	characteristics	characteristic	NOUN
ertr-123	9	28	,	,	PUNCT
ertr-123	9	29	objects	object	NOUN
ertr-123	9	30	and	and	CCONJ
ertr-123	9	31	events	event	NOUN
ertr-123	9	32	.	.	PUNCT
ertr-123	10	1	such	such	ADJ
ertr-123	10	2	powerful	powerful	ADJ
ertr-123	10	3	visual	visual	ADJ
ertr-123	10	4	annotation	annotation	NOUN
ertr-123	10	5	capabilities	capability	NOUN
ertr-123	10	6	are	be	AUX
ertr-123	10	7	even	even	ADV
ertr-123	10	8	made	make	VERB
ertr-123	10	9	available	available	ADJ
ertr-123	10	10	publicly	publicly	ADV
ertr-123	10	11	via	via	ADP
ertr-123	10	12	web	web	NOUN
ertr-123	10	13	services	service	NOUN
ertr-123	10	14	,	,	PUNCT
ertr-123	10	15	meaning	mean	VERB
ertr-123	10	16	that	that	SCONJ
ertr-123	10	17	functionality	functionality	NOUN
ertr-123	10	18	that	that	PRON
ertr-123	10	19	has	have	AUX
ertr-123	10	20	long	long	ADV
ertr-123	10	21	been	be	AUX
ertr-123	10	22	only	only	ADV
ertr-123	10	23	accessible	accessible	ADJ
ertr-123	10	24	to	to	ADP
ertr-123	10	25	very	very	ADV
ertr-123	10	26	few	few	ADJ
ertr-123	10	27	based	base	VERB
ertr-123	10	28	on	on	ADP
ertr-123	10	29	highly	highly	ADV
ertr-123	10	30	complex	complex	ADJ
ertr-123	10	31	and	and	CCONJ
ertr-123	10	32	expensive	expensive	ADJ
ertr-123	10	33	computer	computer	NOUN
ertr-123	10	34	systems	system	NOUN
ertr-123	10	35	is	be	AUX
ertr-123	10	36	now	now	ADV
ertr-123	10	37	a	a	DET
ertr-123	10	38	possibility	possibility	NOUN
ertr-123	10	39	for	for	ADP
ertr-123	10	40	any	any	DET
ertr-123	10	41	business	business	NOUN
ertr-123	10	42	who	who	PRON
ertr-123	10	43	identifies	identify	VERB
ertr-123	10	44	a	a	DET
ertr-123	10	45	business	business	NOUN
ertr-123	10	46	need	need	NOUN
ertr-123	10	47	for	for	ADP
ertr-123	10	48	it	it	PRON
ertr-123	10	49	.	.	PUNCT
ertr-123	11	1	dmos	dmos	PROPN
ertr-123	11	2	and	and	CCONJ
ertr-123	11	3	other	other	ADJ
ertr-123	11	4	tourism	tourism	NOUN
ertr-123	11	5	organisations	organisation	NOUN
ertr-123	11	6	could	could	AUX
ertr-123	11	7	benefit	benefit	VERB
ertr-123	11	8	from	from	ADP
ertr-123	11	9	the	the	DET
ertr-123	11	10	use	use	NOUN
ertr-123	11	11	of	of	ADP
ertr-123	11	12	state	state	NOUN
ertr-123	11	13	of	of	ADP
ertr-123	11	14	the	the	DET
ertr-123	11	15	art	art	NOUN
ertr-123	11	16	media	medium	NOUN
ertr-123	11	17	annotation	annotation	NOUN
ertr-123	11	18	in	in	ADP
ertr-123	11	19	order	order	NOUN
ertr-123	11	20	to	to	PART
ertr-123	11	21	introduce	introduce	VERB
ertr-123	11	22	or	or	CCONJ
ertr-123	11	23	extend	extend	VERB
ertr-123	11	24	their	their	PRON
ertr-123	11	25	text	text	NOUN
ertr-123	11	26	-	-	PUNCT
ertr-123	11	27	based	base	VERB
ertr-123	11	28	tourism	tourism	NOUN
ertr-123	11	29	intelligence	intelligence	NOUN
ertr-123	11	30	capabilities	capability	NOUN
ertr-123	11	31	.	.	PUNCT
ertr-123	12	1	2	2	NUM
ertr-123	12	2	related	relate	VERB
ertr-123	12	3	work	work	NOUN
ertr-123	12	4	tourism	tourism	NOUN
ertr-123	12	5	marketers	marketer	NOUN
ertr-123	12	6	have	have	AUX
ertr-123	12	7	long	long	ADV
ertr-123	12	8	been	be	AUX
ertr-123	12	9	interested	interested	ADJ
ertr-123	12	10	in	in	ADP
ertr-123	12	11	the	the	DET
ertr-123	12	12	“	"	PUNCT
ertr-123	12	13	destination	destination	NOUN
ertr-123	12	14	image	image	NOUN
ertr-123	12	15	”	"	PUNCT
ertr-123	12	16	that	that	PRON
ertr-123	12	17	their	their	PRON
ertr-123	12	18	audience	audience	NOUN
ertr-123	12	19	has	have	VERB
ertr-123	12	20	of	of	ADP
ertr-123	12	21	the	the	DET
ertr-123	12	22	destination	destination	NOUN
ertr-123	12	23	and	and	CCONJ
ertr-123	12	24	how	how	SCONJ
ertr-123	12	25	to	to	PART
ertr-123	12	26	influence	influence	VERB
ertr-123	12	27	that	that	DET
ertr-123	12	28	image	image	NOUN
ertr-123	12	29	through	through	ADP
ertr-123	12	30	their	their	PRON
ertr-123	12	31	own	own	ADJ
ertr-123	12	32	marketing	marketing	NOUN
ertr-123	12	33	content	content	NOUN
ertr-123	12	34	.	.	PUNCT
ertr-123	13	1	the	the	DET
ertr-123	13	2	analysis	analysis	NOUN
ertr-123	13	3	of	of	ADP
ertr-123	13	4	non	non	ADJ
ertr-123	13	5	-	-	ADJ
ertr-123	13	6	textual	textual	ADJ
ertr-123	13	7	content	content	NOUN
ertr-123	13	8	for	for	ADP
ertr-123	13	9	tourism	tourism	NOUN
ertr-123	13	10	marketing	marketing	NOUN
ertr-123	13	11	began	begin	VERB
ertr-123	13	12	with	with	ADP
ertr-123	13	13	tourist	tourist	NOUN
ertr-123	13	14	photographs	photograph	NOUN
ertr-123	13	15	taken	take	VERB
ertr-123	13	16	at	at	ADP
ertr-123	13	17	a	a	DET
ertr-123	13	18	destination	destination	NOUN
ertr-123	13	19	.	.	PUNCT
ertr-123	14	1	with	with	ADP
ertr-123	14	2	the	the	DET
ertr-123	14	3	web	web	NOUN
ertr-123	14	4	and	and	CCONJ
ertr-123	14	5	social	social	ADJ
ertr-123	14	6	media	medium	NOUN
ertr-123	14	7	providing	provide	VERB
ertr-123	14	8	free	free	ADJ
ertr-123	14	9	public	public	ADJ
ertr-123	14	10	and	and	CCONJ
ertr-123	14	11	global	global	ADJ
ertr-123	14	12	distribution	distribution	NOUN
ertr-123	14	13	channels	channel	NOUN
ertr-123	14	14	for	for	ADP
ertr-123	14	15	content	content	NOUN
ertr-123	14	16	,	,	PUNCT
ertr-123	14	17	combined	combine	VERB
ertr-123	14	18	with	with	ADP
ertr-123	14	19	the	the	DET
ertr-123	14	20	ease	ease	NOUN
ertr-123	14	21	of	of	ADP
ertr-123	14	22	creation	creation	NOUN
ertr-123	14	23	of	of	ADP
ertr-123	14	24	digital	digital	ADJ
ertr-123	14	25	image	image	NOUN
ertr-123	14	26	and	and	CCONJ
ertr-123	14	27	video	video	NOUN
ertr-123	14	28	assets	asset	NOUN
ertr-123	14	29	,	,	PUNCT
ertr-123	14	30	tourism	tourism	NOUN
ertr-123	14	31	media	medium	NOUN
ertr-123	14	32	about	about	ADP
ertr-123	14	33	destinations	destination	NOUN
ertr-123	14	34	is	be	AUX
ertr-123	14	35	now	now	ADV
ertr-123	14	36	being	be	AUX
ertr-123	14	37	created	create	VERB
ertr-123	14	38	at	at	ADP
ertr-123	14	39	a	a	DET
ertr-123	14	40	huge	huge	ADJ
ertr-123	14	41	scale	scale	NOUN
ertr-123	14	42	,	,	PUNCT
ertr-123	14	43	by	by	ADP
ertr-123	14	44	a	a	DET
ertr-123	14	45	very	very	ADV
ertr-123	14	46	large	large	ADJ
ertr-123	14	47	number	number	NOUN
ertr-123	14	48	of	of	ADP
ertr-123	14	49	smaller	small	ADJ
ertr-123	14	50	channels	channel	NOUN
ertr-123	14	51	of	of	ADP
ertr-123	14	52	travel	travel	NOUN
ertr-123	14	53	blogs	blog	NOUN
ertr-123	14	54	and	and	CCONJ
ertr-123	14	55	individual	individual	ADJ
ertr-123	14	56	travellers	traveller	NOUN
ertr-123	14	57	.	.	PUNCT
ertr-123	15	1	since	since	SCONJ
ertr-123	15	2	travellers	traveller	NOUN
ertr-123	15	3	now	now	ADV
ertr-123	15	4	also	also	ADV
ertr-123	15	5	increasingly	increasingly	ADV
ertr-123	15	6	use	use	VERB
ertr-123	15	7	social	social	ADJ
ertr-123	15	8	networks	network	NOUN
ertr-123	15	9	as	as	ADP
ertr-123	15	10	a	a	DET
ertr-123	15	11	source	source	NOUN
ertr-123	15	12	of	of	ADP
ertr-123	15	13	information	information	NOUN
ertr-123	15	14	about	about	ADP
ertr-123	15	15	destinations	destination	NOUN
ertr-123	15	16	(	(	PUNCT
ertr-123	15	17	xiang	xiang	PROPN
ertr-123	15	18	&	&	CCONJ
ertr-123	15	19	gretzel	gretzel	PROPN
ertr-123	15	20	,	,	PUNCT
ertr-123	15	21	2010	2010	NUM
ertr-123	15	22	)	)	PUNCT
ertr-123	15	23	,	,	PUNCT
ertr-123	15	24	more	more	ADV
ertr-123	15	25	recent	recent	ADJ
ertr-123	15	26	studies	study	NOUN
ertr-123	15	27	have	have	AUX
ertr-123	15	28	turned	turn	VERB
ertr-123	15	29	to	to	ADP
ertr-123	15	30	destination	destination	NOUN
ertr-123	15	31	image	image	NOUN
ertr-123	15	32	from	from	ADP
ertr-123	15	33	online	online	ADJ
ertr-123	15	34	media	medium	NOUN
ertr-123	15	35	.	.	PUNCT
ertr-123	16	1	stepchenkova	stepchenkova	PROPN
ertr-123	16	2	and	and	CCONJ
ertr-123	16	3	zhan	zhan	PROPN
ertr-123	16	4	(	(	PUNCT
ertr-123	16	5	2013	2013	NUM
ertr-123	16	6	)	)	PUNCT
ertr-123	16	7	compared	compare	VERB
ertr-123	16	8	dmo	dmo	PROPN
ertr-123	16	9	and	and	CCONJ
ertr-123	16	10	flickr	flickr	PROPN
ertr-123	16	11	photos	photo	NOUN
ertr-123	16	12	along	along	ADP
ertr-123	16	13	20	20	NUM
ertr-123	16	14	destination	destination	NOUN
ertr-123	16	15	attributes	attribute	NOUN
ertr-123	16	16	,	,	PUNCT
ertr-123	16	17	constructing	construct	VERB
ertr-123	16	18	maps	map	NOUN
ertr-123	16	19	of	of	ADP
ertr-123	16	20	the	the	DET
ertr-123	16	21	projected	project	VERB
ertr-123	16	22	and	and	CCONJ
ertr-123	16	23	perceived	perceive	VERB
ertr-123	16	24	images	image	NOUN
ertr-123	16	25	of	of	ADP
ertr-123	16	26	peru	peru	PROPN
ertr-123	16	27	.	.	PUNCT
ertr-123	17	1	an	an	DET
ertr-123	17	2	aggregated	aggregate	VERB
ertr-123	17	3	destination	destination	NOUN
ertr-123	17	4	image	image	NOUN
ertr-123	17	5	can	can	AUX
ertr-123	17	6	be	be	AUX
ertr-123	17	7	formed	form	VERB
ertr-123	17	8	following	follow	VERB
ertr-123	17	9	the	the	DET
ertr-123	17	10	procedure	procedure	NOUN
ertr-123	17	11	by	by	ADP
ertr-123	17	12	calculating	calculate	VERB
ertr-123	17	13	the	the	DET
ertr-123	17	14	frequency	frequency	NOUN
ertr-123	17	15	of	of	ADP
ertr-123	17	16	occurrence	occurrence	NOUN
ertr-123	17	17	of	of	ADP
ertr-123	17	18	destination	destination	NOUN
ertr-123	17	19	image	image	NOUN
ertr-123	17	20	attributes	attribute	VERB
ertr-123	17	21	in	in	ADP
ertr-123	17	22	the	the	DET
ertr-123	17	23	sample	sample	NOUN
ertr-123	17	24	(	(	PUNCT
ertr-123	17	25	stepchenkova	stepchenkova	NOUN
ertr-123	17	26	and	and	CCONJ
ertr-123	17	27	li	li	PROPN
ertr-123	17	28	,	,	PUNCT
ertr-123	17	29	2012	2012	NUM
ertr-123	17	30	;	;	PUNCT
ertr-123	17	31	2014	2014	NUM
ertr-123	17	32	)	)	PUNCT
ertr-123	17	33	.	.	PUNCT
ertr-123	18	1	fatanti	fatanti	PROPN
ertr-123	18	2	and	and	CCONJ
ertr-123	18	3	suyadnya	suyadnya	PROPN
ertr-123	18	4	(	(	PUNCT
ertr-123	18	5	2015	2015	NUM
ertr-123	18	6	)	)	PUNCT
ertr-123	18	7	looked	look	VERB
ertr-123	18	8	at	at	ADP
ertr-123	18	9	how	how	SCONJ
ertr-123	18	10	instagram	instagram	PROPN
ertr-123	18	11	creates	create	VERB
ertr-123	18	12	a	a	DET
ertr-123	18	13	tourism	tourism	NOUN
ertr-123	18	14	destination	destination	NOUN
ertr-123	18	15	brand	brand	NOUN
ertr-123	18	16	,	,	PUNCT
ertr-123	18	17	analysing	analyse	VERB
ertr-123	18	18	the	the	DET
ertr-123	18	19	promotional	promotional	ADJ
ertr-123	18	20	value	value	NOUN
ertr-123	18	21	of	of	ADP
ertr-123	18	22	instagram	instagram	PROPN
ertr-123	18	23	through	through	ADP
ertr-123	18	24	"	"	PUNCT
ertr-123	18	25	photo	photo	ADJ
ertr-123	18	26	elicitation	elicitation	NOUN
ertr-123	18	27	interview	interview	NOUN
ertr-123	18	28	(	(	PUNCT
ertr-123	18	29	pei	pei	PROPN
ertr-123	18	30	)	)	PUNCT
ertr-123	18	31	"	"	PUNCT
ertr-123	18	32	.	.	PUNCT
ertr-123	19	1	tourism	tourism	NOUN
ertr-123	19	2	research	research	NOUN
ertr-123	19	3	has	have	AUX
ertr-123	19	4	looked	look	VERB
ertr-123	19	5	at	at	ADP
ertr-123	19	6	the	the	DET
ertr-123	19	7	use	use	NOUN
ertr-123	19	8	of	of	ADP
ertr-123	19	9	instagram	instagram	PROPN
ertr-123	19	10	in	in	ADP
ertr-123	19	11	destination	destination	NOUN
ertr-123	19	12	marketing	marketing	NOUN
ertr-123	19	13	(	(	PUNCT
ertr-123	19	14	e.g.	e.g.	ADV
ertr-123	19	15	hanan	hanan	PROPN
ertr-123	19	16	&	&	CCONJ
ertr-123	19	17	putit	putit	PROPN
ertr-123	19	18	,	,	PUNCT
ertr-123	19	19	2014	2014	NUM
ertr-123	19	20	)	)	PUNCT
ertr-123	19	21	.	.	PUNCT
ertr-123	20	1	nixon	nixon	PROPN
ertr-123	20	2	(	(	PUNCT
ertr-123	20	3	2017	2017	NUM
ertr-123	20	4	)	)	PUNCT
ertr-123	20	5	has	have	AUX
ertr-123	20	6	tested	test	VERB
ertr-123	20	7	if	if	SCONJ
ertr-123	20	8	instagram	instagram	PROPN
ertr-123	20	9	content	content	NOUN
ertr-123	20	10	can	can	AUX
ertr-123	20	11	positively	positively	ADV
ertr-123	20	12	influence	influence	VERB
ertr-123	20	13	a	a	DET
ertr-123	20	14	person	person	NOUN
ertr-123	20	15	's	's	PART
ertr-123	20	16	perception	perception	NOUN
ertr-123	20	17	of	of	ADP
ertr-123	20	18	a	a	DET
ertr-123	20	19	destination	destination	NOUN
ertr-123	20	20	.	.	PUNCT
ertr-123	21	1	3	3	NUM
ertr-123	21	2	motivation	motivation	NOUN
ertr-123	21	3	while	while	SCONJ
ertr-123	21	4	tourism	tourism	NOUN
ertr-123	21	5	research	research	NOUN
ertr-123	21	6	has	have	AUX
ertr-123	21	7	only	only	ADV
ertr-123	21	8	partially	partially	ADV
ertr-123	21	9	covered	cover	VERB
ertr-123	21	10	the	the	DET
ertr-123	21	11	insights	insight	NOUN
ertr-123	21	12	that	that	PRON
ertr-123	21	13	images	image	NOUN
ertr-123	21	14	or	or	CCONJ
ertr-123	21	15	videos	video	NOUN
ertr-123	21	16	could	could	AUX
ertr-123	21	17	provide	provide	VERB
ertr-123	21	18	and	and	CCONJ
ertr-123	21	19	generally	generally	ADV
ertr-123	21	20	examined	examine	VERB
ertr-123	21	21	small	small	ADJ
ertr-123	21	22	numbers	number	NOUN
ertr-123	21	23	of	of	ADP
ertr-123	21	24	media	media	NOUN
ertr-123	21	25	assets	asset	NOUN
ertr-123	21	26	which	which	PRON
ertr-123	21	27	have	have	AUX
ertr-123	21	28	been	be	AUX
ertr-123	21	29	manually	manually	ADV
ertr-123	21	30	annotated	annotate	VERB
ertr-123	21	31	in	in	ADP
ertr-123	21	32	advance	advance	NOUN
ertr-123	21	33	by	by	ADP
ertr-123	21	34	human	human	ADJ
ertr-123	21	35	experts	expert	NOUN
ertr-123	21	36	,	,	PUNCT
ertr-123	21	37	advances	advance	NOUN
ertr-123	21	38	in	in	ADP
ertr-123	21	39	computer	computer	NOUN
ertr-123	21	40	vision	vision	NOUN
ertr-123	21	41	(	(	PUNCT
ertr-123	21	42	what	what	PRON
ertr-123	21	43	concepts	concept	VERB
ertr-123	21	44	computers	computer	NOUN
ertr-123	21	45	can	can	AUX
ertr-123	21	46	“	"	PUNCT
ertr-123	21	47	see	see	VERB
ertr-123	21	48	”	"	PUNCT
ertr-123	21	49	in	in	ADP
ertr-123	21	50	an	an	DET
ertr-123	21	51	image	image	NOUN
ertr-123	21	52	)	)	PUNCT
ertr-123	21	53	offer	offer	VERB
ertr-123	21	54	tourism	tourism	NOUN
ertr-123	21	55	organisations	organisation	NOUN
ertr-123	21	56	the	the	DET
ertr-123	21	57	possibility	possibility	NOUN
ertr-123	21	58	to	to	PART
ertr-123	21	59	accurately	accurately	ADV
ertr-123	21	60	annotate	annotate	VERB
ertr-123	21	61	their	their	PRON
ertr-123	21	62	own	own	ADJ
ertr-123	21	63	images	image	NOUN
ertr-123	21	64	as	as	ADV
ertr-123	21	65	well	well	ADV
ertr-123	21	66	as	as	ADP
ertr-123	21	67	images	image	NOUN
ertr-123	21	68	being	be	AUX
ertr-123	21	69	shared	share	VERB
ertr-123	21	70	by	by	ADP
ertr-123	21	71	visitors	visitor	NOUN
ertr-123	21	72	about	about	ADP
ertr-123	21	73	their	their	PRON
ertr-123	21	74	destinations	destination	NOUN
ertr-123	21	75	,	,	PUNCT
ertr-123	21	76	in	in	ADP
ertr-123	21	77	order	order	NOUN
ertr-123	21	78	to	to	PART
ertr-123	21	79	gain	gain	VERB
ertr-123	21	80	deeper	deep	ADJ
ertr-123	21	81	and	and	CCONJ
ertr-123	21	82	valuable	valuable	ADJ
ertr-123	21	83	insights	insight	NOUN
ertr-123	21	84	into	into	ADP
ertr-123	21	85	the	the	DET
ertr-123	21	86	common	common	ADJ
ertr-123	21	87	topics	topic	NOUN
ertr-123	21	88	and	and	CCONJ
ertr-123	21	89	interests	interest	NOUN
ertr-123	21	90	of	of	ADP
ertr-123	21	91	visitors	visitor	NOUN
ertr-123	21	92	with	with	ADP
ertr-123	21	93	respect	respect	NOUN
ertr-123	21	94	to	to	ADP
ertr-123	21	95	their	their	PRON
ertr-123	21	96	destinations	destination	NOUN
ertr-123	21	97	,	,	PUNCT
ertr-123	21	98	as	as	ADV
ertr-123	21	99	well	well	ADV
ertr-123	21	100	as	as	ADP
ertr-123	21	101	adapt	adapt	VERB
ertr-123	21	102	their	their	PRON
ertr-123	21	103	own	own	ADJ
ertr-123	21	104	(	(	PUNCT
ertr-123	21	105	media	medium	NOUN
ertr-123	21	106	)	)	PUNCT
ertr-123	21	107	marketing	marketing	NOUN
ertr-123	21	108	campaigns	campaign	NOUN
ertr-123	21	109	appropriately	appropriately	ADV
ertr-123	21	110	.	.	PUNCT
ertr-123	22	1	for	for	ADP
ertr-123	22	2	the	the	DET
ertr-123	22	3	initial	initial	ADJ
ertr-123	22	4	evaluation	evaluation	NOUN
ertr-123	22	5	,	,	PUNCT
ertr-123	22	6	we	we	PRON
ertr-123	22	7	chose	choose	VERB
ertr-123	22	8	vienna	vienna	PROPN
ertr-123	22	9	tourism	tourism	NOUN
ertr-123	22	10	whose	whose	DET
ertr-123	22	11	account	account	NOUN
ertr-123	22	12	at	at	ADP
ertr-123	22	13	www.instagram.com/viennatouristboard	www.instagram.com/viennatouristboard	PROPN
ertr-123	22	14	[	[	X
ertr-123	22	15	oct	oct	PROPN
ertr-123	22	16	.	.	PROPN
ertr-123	22	17	30	30	NUM
ertr-123	22	18	,	,	PUNCT
ertr-123	22	19	2017	2017	NUM
ertr-123	22	20	]	]	PUNCT
ertr-123	22	21	has	have	VERB
ertr-123	22	22	54	54	NUM
ertr-123	22	23	300	300	NUM
ertr-123	22	24	subscribers	subscriber	NOUN
ertr-123	22	25	.	.	PUNCT
ertr-123	23	1	it	it	PRON
ertr-123	23	2	posts	post	VERB
ertr-123	23	3	images	image	NOUN
ertr-123	23	4	once	once	ADV
ertr-123	23	5	or	or	CCONJ
ertr-123	23	6	twice	twice	DET
ertr-123	23	7	a	a	DET
ertr-123	23	8	day	day	NOUN
ertr-123	23	9	,	,	PUNCT
ertr-123	23	10	often	often	ADV
ertr-123	23	11	reposting	reposte	VERB
ertr-123	23	12	an	an	DET
ertr-123	23	13	image	image	NOUN
ertr-123	23	14	from	from	ADP
ertr-123	23	15	an	an	DET
ertr-123	23	16	instagram	instagram	PROPN
ertr-123	23	17	user	user	NOUN
ertr-123	23	18	who	who	PRON
ertr-123	23	19	used	use	VERB
ertr-123	23	20	the	the	DET
ertr-123	23	21	marketing	marketing	NOUN
ertr-123	23	22	hashtag	hashtag	NOUN
ertr-123	23	23	#	#	NOUN
ertr-123	23	24	viennanow	viennanow	NOUN
ertr-123	23	25	.	.	PUNCT
ertr-123	24	1	we	we	PRON
ertr-123	24	2	collected	collect	VERB
ertr-123	24	3	the	the	DET
ertr-123	24	4	25	25	NUM
ertr-123	24	5	most	most	ADV
ertr-123	24	6	recent	recent	ADJ
ertr-123	24	7	photos	photo	NOUN
ertr-123	24	8	posted	post	VERB
ertr-123	24	9	by	by	ADP
ertr-123	24	10	viennatouristboard	viennatouristboard	NOUN
ertr-123	24	11	on	on	ADP
ertr-123	24	12	august	august	PROPN
ertr-123	24	13	1st	1st	NOUN
ertr-123	24	14	,	,	PUNCT
ertr-123	24	15	2017	2017	NUM
ertr-123	24	16	,	,	PUNCT
ertr-123	24	17	considering	consider	VERB
ertr-123	24	18	them	they	PRON
ertr-123	24	19	representative	representative	NOUN
ertr-123	24	20	of	of	ADP
ertr-123	24	21	how	how	SCONJ
ertr-123	24	22	vienna	vienna	PROPN
ertr-123	24	23	chooses	choose	VERB
ertr-123	24	24	to	to	PART
ertr-123	24	25	market	market	VERB
ertr-123	24	26	itself	itself	PRON
ertr-123	24	27	to	to	ADP
ertr-123	24	28	the	the	DET
ertr-123	24	29	international	international	ADJ
ertr-123	24	30	audience	audience	NOUN
ertr-123	24	31	.	.	PUNCT
ertr-123	25	1	we	we	PRON
ertr-123	25	2	both	both	CCONJ
ertr-123	25	3	manually	manually	ADV
ertr-123	25	4	and	and	CCONJ
ertr-123	25	5	automatically	automatically	ADV
ertr-123	25	6	annotated	annotate	VERB
ertr-123	25	7	that	that	SCONJ
ertr-123	25	8	photo	photo	NOUN
ertr-123	25	9	collection	collection	NOUN
ertr-123	25	10	in	in	ADP
ertr-123	25	11	order	order	NOUN
ertr-123	25	12	to	to	PART
ertr-123	25	13	compare	compare	VERB
ertr-123	25	14	automatic	automatic	ADJ
ertr-123	25	15	annotation	annotation	NOUN
ertr-123	25	16	accuracy	accuracy	NOUN
ertr-123	25	17	.	.	PUNCT
ertr-123	26	1	we	we	PRON
ertr-123	26	2	selected	select	VERB
ertr-123	26	3	two	two	NUM
ertr-123	26	4	annotation	annotation	NOUN
ertr-123	26	5	services	service	NOUN
ertr-123	26	6	:	:	PUNCT
ertr-123	26	7	certh	certh	NOUN
ertr-123	26	8	image	image	NOUN
ertr-123	26	9	concept	concept	NOUN
ertr-123	26	10	detection	detection	NOUN
ertr-123	26	11	service	service	NOUN
ertr-123	26	12	(	(	PUNCT
ertr-123	26	13	multimedia.iti.gr/mediamixer_images/demonstrator.html	multimedia.iti.gr/mediamixer_images/demonstrator.html	VERB
ertr-123	26	14	[	[	X
ertr-123	26	15	oct	oct	PROPN
ertr-123	26	16	.	.	PROPN
ertr-123	26	17	30	30	NUM
ertr-123	26	18	,	,	PUNCT
ertr-123	26	19	2017	2017	NUM
ertr-123	26	20	]	]	PUNCT
ertr-123	26	21	)	)	PUNCT
ertr-123	26	22	and	and	CCONJ
ertr-123	26	23	ibm	ibm	PROPN
ertr-123	26	24	watson	watson	PROPN
ertr-123	26	25	visual	visual	PROPN
ertr-123	26	26	recognition	recognition	PROPN
ertr-123	26	27	service	service	NOUN
ertr-123	26	28	(	(	PUNCT
ertr-123	26	29	visual-recognitiondemo.mybluemix.net	visual-recognitiondemo.mybluemix.net	PROPN
ertr-123	26	30	[	[	X
ertr-123	26	31	oct	oct	PROPN
ertr-123	26	32	.	.	PROPN
ertr-123	26	33	30	30	NUM
ertr-123	26	34	,	,	PUNCT
ertr-123	26	35	2017	2017	NUM
ertr-123	26	36	]	]	PUNCT
ertr-123	26	37	)	)	PUNCT
ertr-123	26	38	.	.	PUNCT
ertr-123	27	1	in	in	ADP
ertr-123	27	2	choosing	choose	VERB
ertr-123	27	3	to	to	PART
ertr-123	27	4	annotate	annotate	VERB
ertr-123	27	5	for	for	ADP
ertr-123	27	6	the	the	DET
ertr-123	27	7	purpose	purpose	NOUN
ertr-123	27	8	of	of	ADP
ertr-123	27	9	destination	destination	NOUN
ertr-123	27	10	image	image	NOUN
ertr-123	27	11	measurement	measurement	NOUN
ertr-123	27	12	,	,	PUNCT
ertr-123	27	13	it	it	PRON
ertr-123	27	14	is	be	AUX
ertr-123	27	15	also	also	ADV
ertr-123	27	16	important	important	ADJ
ertr-123	27	17	to	to	PART
ertr-123	27	18	decide	decide	VERB
ertr-123	27	19	on	on	ADP
ertr-123	27	20	an	an	DET
ertr-123	27	21	appropriate	appropriate	ADJ
ertr-123	27	22	annotation	annotation	NOUN
ertr-123	27	23	schema	schema	NOUN
ertr-123	27	24	.	.	PUNCT
ertr-123	28	1	the	the	DET
ertr-123	28	2	certh	certh	NOUN
ertr-123	28	3	service	service	NOUN
ertr-123	28	4	includes	include	VERB
ertr-123	28	5	results	result	NOUN
ertr-123	28	6	from	from	ADP
ertr-123	28	7	the	the	DET
ertr-123	28	8	places-205	places-205	NOUN
ertr-123	28	9	concept	concept	NOUN
ertr-123	28	10	set	set	NOUN
ertr-123	28	11	(	(	PUNCT
ertr-123	28	12	places.csail.mit.edu/index.html	places.csail.mit.edu/index.html	PROPN
ertr-123	28	13	[	[	X
ertr-123	28	14	oct	oct	PROPN
ertr-123	28	15	.	.	PROPN
ertr-123	28	16	30	30	NUM
ertr-123	28	17	,	,	PUNCT
ertr-123	28	18	2017	2017	NUM
ertr-123	28	19	]	]	PUNCT
ertr-123	28	20	)	)	PUNCT
ertr-123	28	21	,	,	PUNCT
ertr-123	28	22	developed	develop	VERB
ertr-123	28	23	by	by	ADP
ertr-123	28	24	mit	mit	NOUN
ertr-123	28	25	csail	csail	NOUN
ertr-123	28	26	for	for	ADP
ertr-123	28	27	scene	scene	NOUN
ertr-123	28	28	recognition	recognition	NOUN
ertr-123	28	29	tasks	task	NOUN
ertr-123	28	30	with	with	ADP
ertr-123	28	31	205	205	NUM
ertr-123	28	32	scene	scene	NOUN
ertr-123	28	33	categories	category	NOUN
ertr-123	28	34	.	.	PUNCT
ertr-123	29	1	the	the	DET
ertr-123	29	2	service	service	NOUN
ertr-123	29	3	returns	return	VERB
ertr-123	29	4	for	for	ADP
ertr-123	29	5	each	each	DET
ertr-123	29	6	image	image	NOUN
ertr-123	29	7	(	(	PUNCT
ertr-123	29	8	at	at	ADP
ertr-123	29	9	different	different	ADJ
ertr-123	29	10	levels	level	NOUN
ertr-123	29	11	of	of	ADP
ertr-123	29	12	granularity	granularity	NOUN
ertr-123	29	13	:	:	PUNCT
ertr-123	29	14	entire	entire	ADJ
ertr-123	29	15	video	video	NOUN
ertr-123	29	16	,	,	PUNCT
ertr-123	29	17	scene	scene	NOUN
ertr-123	29	18	,	,	PUNCT
ertr-123	29	19	shot	shot	NOUN
ertr-123	29	20	or	or	CCONJ
ertr-123	29	21	subshot	subshot	NOUN
ertr-123	29	22	)	)	PUNCT
ertr-123	29	23	a	a	DET
ertr-123	29	24	list	list	NOUN
ertr-123	29	25	of	of	ADP
ertr-123	29	26	concepts	concept	NOUN
ertr-123	29	27	with	with	ADP
ertr-123	29	28	a	a	DET
ertr-123	29	29	confidence	confidence	NOUN
ertr-123	29	30	score	score	NOUN
ertr-123	29	31	(	(	PUNCT
ertr-123	29	32	between	between	ADP
ertr-123	29	33	0	0	NUM
ertr-123	29	34	and	and	CCONJ
ertr-123	29	35	1	1	NUM
ertr-123	29	36	)	)	PUNCT
ertr-123	29	37	.	.	PUNCT
ertr-123	30	1	ibm	ibm	PROPN
ertr-123	30	2	watson	watson	PROPN
ertr-123	30	3	’s	’s	PART
ertr-123	30	4	visual	visual	ADJ
ertr-123	30	5	recognition	recognition	NOUN
ertr-123	30	6	service	service	NOUN
ertr-123	30	7	also	also	ADV
ertr-123	30	8	returns	return	VERB
ertr-123	30	9	a	a	DET
ertr-123	30	10	set	set	NOUN
ertr-123	30	11	of	of	ADP
ertr-123	30	12	concepts	concept	NOUN
ertr-123	30	13	,	,	PUNCT
ertr-123	30	14	termed	term	VERB
ertr-123	30	15	classes	class	NOUN
ertr-123	30	16	,	,	PUNCT
ertr-123	30	17	with	with	ADP
ertr-123	30	18	a	a	DET
ertr-123	30	19	confidence	confidence	NOUN
ertr-123	30	20	score	score	NOUN
ertr-123	30	21	.	.	PUNCT
ertr-123	31	1	these	these	DET
ertr-123	31	2	classes	class	NOUN
ertr-123	31	3	are	be	AUX
ertr-123	31	4	organised	organise	VERB
ertr-123	31	5	into	into	ADP
ertr-123	31	6	a	a	DET
ertr-123	31	7	type	type	NOUN
ertr-123	31	8	hierarchy	hierarchy	NOUN
ertr-123	31	9	and	and	CCONJ
ertr-123	31	10	the	the	DET
ertr-123	31	11	documentation	documentation	NOUN
ertr-123	31	12	states	state	VERB
ertr-123	31	13	only	only	ADV
ertr-123	31	14	that	that	SCONJ
ertr-123	31	15	there	there	PRON
ertr-123	31	16	are	be	VERB
ertr-123	31	17	“	"	PUNCT
ertr-123	31	18	thousands	thousand	NOUN
ertr-123	31	19	of	of	ADP
ertr-123	31	20	possible	possible	ADJ
ertr-123	31	21	tags	tag	NOUN
ertr-123	31	22	”	"	PUNCT
ertr-123	31	23	.	.	PUNCT
ertr-123	32	1	yet	yet	CCONJ
ertr-123	32	2	there	there	PRON
ertr-123	32	3	is	be	VERB
ertr-123	32	4	no	no	DET
ertr-123	32	5	canonical	canonical	ADJ
ertr-123	32	6	list	list	NOUN
ertr-123	32	7	of	of	ADP
ertr-123	32	8	the	the	DET
ertr-123	32	9	classes	class	NOUN
ertr-123	32	10	returned	return	VERB
ertr-123	32	11	by	by	ADP
ertr-123	32	12	the	the	DET
ertr-123	32	13	service	service	NOUN
ertr-123	32	14	,	,	PUNCT
ertr-123	32	15	so	so	SCONJ
ertr-123	32	16	we	we	PRON
ertr-123	32	17	must	must	AUX
ertr-123	32	18	examine	examine	VERB
ertr-123	32	19	the	the	DET
ertr-123	32	20	service	service	NOUN
ertr-123	32	21	outputs	output	NOUN
ertr-123	32	22	ex	ex	PRON
ertr-123	32	23	post	post	X
ertr-123	32	24	facto	facto	X
ertr-123	32	25	to	to	PART
ertr-123	32	26	assess	assess	VERB
ertr-123	32	27	the	the	DET
ertr-123	32	28	quality	quality	NOUN
ertr-123	32	29	of	of	ADP
ertr-123	32	30	the	the	DET
ertr-123	32	31	tagging	tagging	NOUN
ertr-123	32	32	.	.	PUNCT
ertr-123	33	1	examining	examine	VERB
ertr-123	33	2	results	result	NOUN
ertr-123	33	3	from	from	ADP
ertr-123	33	4	just	just	ADV
ertr-123	33	5	these	these	DET
ertr-123	33	6	two	two	NUM
ertr-123	33	7	services	service	NOUN
ertr-123	33	8	highlights	highlight	VERB
ertr-123	33	9	a	a	DET
ertr-123	33	10	key	key	ADJ
ertr-123	33	11	problem	problem	NOUN
ertr-123	33	12	in	in	ADP
ertr-123	33	13	the	the	DET
ertr-123	33	14	image	image	NOUN
ertr-123	33	15	annotation	annotation	NOUN
ertr-123	33	16	domain	domain	NOUN
ertr-123	33	17	:	:	PUNCT
ertr-123	33	18	the	the	DET
ertr-123	33	19	lack	lack	NOUN
ertr-123	33	20	of	of	ADP
ertr-123	33	21	a	a	DET
ertr-123	33	22	common	common	ADJ
ertr-123	33	23	,	,	PUNCT
ertr-123	33	24	global	global	ADJ
ertr-123	33	25	annotation	annotation	NOUN
ertr-123	33	26	schema	schema	NOUN
ertr-123	33	27	.	.	PUNCT
ertr-123	34	1	the	the	DET
ertr-123	34	2	manual	manual	ADJ
ertr-123	34	3	classification	classification	NOUN
ertr-123	34	4	,	,	PUNCT
ertr-123	34	5	performed	perform	VERB
ertr-123	34	6	by	by	ADP
ertr-123	34	7	the	the	DET
ertr-123	34	8	author	author	NOUN
ertr-123	34	9	,	,	PUNCT
ertr-123	34	10	aims	aim	VERB
ertr-123	34	11	for	for	ADP
ertr-123	34	12	an	an	DET
ertr-123	34	13	annotation	annotation	NOUN
ertr-123	34	14	of	of	ADP
ertr-123	34	15	each	each	DET
ertr-123	34	16	image	image	NOUN
ertr-123	34	17	that	that	PRON
ertr-123	34	18	maximises	maximise	VERB
ertr-123	34	19	its	its	PRON
ertr-123	34	20	value	value	NOUN
ertr-123	34	21	to	to	ADP
ertr-123	34	22	a	a	DET
ertr-123	34	23	tourism	tourism	NOUN
ertr-123	34	24	provider	provider	NOUN
ertr-123	34	25	.	.	PUNCT
ertr-123	35	1	hence	hence	ADV
ertr-123	35	2	this	this	DET
ertr-123	35	3	classification	classification	NOUN
ertr-123	35	4	focuses	focus	VERB
ertr-123	35	5	on	on	ADP
ertr-123	35	6	the	the	DET
ertr-123	35	7	attributes	attribute	NOUN
ertr-123	35	8	of	of	ADP
ertr-123	35	9	the	the	DET
ertr-123	35	10	destination	destination	NOUN
ertr-123	35	11	that	that	PRON
ertr-123	35	12	are	be	AUX
ertr-123	35	13	shown	show	VERB
ertr-123	35	14	in	in	ADP
ertr-123	35	15	the	the	DET
ertr-123	35	16	media	medium	NOUN
ertr-123	35	17	.	.	PUNCT
ertr-123	36	1	in	in	ADP
ertr-123	36	2	a	a	DET
ertr-123	36	3	previous	previous	ADJ
ertr-123	36	4	work	work	NOUN
ertr-123	36	5	annotating	annotate	VERB
ertr-123	36	6	instagram	instagram	PROPN
ertr-123	36	7	photos	photo	NOUN
ertr-123	36	8	of	of	ADP
ertr-123	36	9	two	two	NUM
ertr-123	36	10	destinations	destination	NOUN
ertr-123	36	11	(	(	PUNCT
ertr-123	36	12	nixon	nixon	PROPN
ertr-123	36	13	,	,	PUNCT
ertr-123	36	14	2017	2017	NUM
ertr-123	36	15	)	)	PUNCT
ertr-123	36	16	,	,	PUNCT
ertr-123	36	17	a	a	DET
ertr-123	36	18	subset	subset	NOUN
ertr-123	36	19	of	of	ADP
ertr-123	36	20	beerli	beerli	NOUN
ertr-123	36	21	’s	’s	PART
ertr-123	36	22	(	(	PUNCT
ertr-123	36	23	2004	2004	NUM
ertr-123	36	24	)	)	PUNCT
ertr-123	36	25	factors	factor	NOUN
ertr-123	36	26	influencing	influence	VERB
ertr-123	36	27	destination	destination	NOUN
ertr-123	36	28	image	image	NOUN
ertr-123	36	29	were	be	AUX
ertr-123	36	30	used	use	VERB
ertr-123	36	31	in	in	ADP
ertr-123	36	32	order	order	NOUN
ertr-123	36	33	to	to	PART
ertr-123	36	34	define	define	VERB
ertr-123	36	35	a	a	DET
ertr-123	36	36	set	set	NOUN
ertr-123	36	37	of	of	ADP
ertr-123	36	38	cognitive	cognitive	ADJ
ertr-123	36	39	attributes	attribute	NOUN
ertr-123	36	40	for	for	ADP
ertr-123	36	41	the	the	DET
ertr-123	36	42	annotation	annotation	NOUN
ertr-123	36	43	of	of	ADP
ertr-123	36	44	destination	destination	NOUN
ertr-123	36	45	image	image	NOUN
ertr-123	36	46	in	in	ADP
ertr-123	36	47	visual	visual	ADJ
ertr-123	36	48	media	medium	NOUN
ertr-123	36	49	.	.	PUNCT
ertr-123	37	1	for	for	ADP
ertr-123	37	2	each	each	PRON
ertr-123	37	3	of	of	ADP
ertr-123	37	4	the	the	DET
ertr-123	37	5	nine	nine	NUM
ertr-123	37	6	dimensions	dimension	NOUN
ertr-123	37	7	of	of	ADP
ertr-123	37	8	beerli	beerli	NOUN
ertr-123	37	9	(	(	PUNCT
ertr-123	37	10	2004	2004	NUM
ertr-123	37	11	)	)	PUNCT
ertr-123	37	12	we	we	PRON
ertr-123	37	13	extracted	extract	VERB
ertr-123	37	14	the	the	DET
ertr-123	37	15	cognitive	cognitive	ADJ
ertr-123	37	16	attributes	attribute	NOUN
ertr-123	37	17	,	,	PUNCT
ertr-123	37	18	leading	lead	VERB
ertr-123	37	19	to	to	ADP
ertr-123	37	20	an	an	DET
ertr-123	37	21	initial	initial	ADJ
ertr-123	37	22	list	list	NOUN
ertr-123	37	23	of	of	ADP
ertr-123	37	24	53	53	NUM
ertr-123	37	25	classes	class	NOUN
ertr-123	37	26	from	from	ADP
ertr-123	37	27	7	7	NUM
ertr-123	37	28	of	of	ADP
ertr-123	37	29	the	the	DET
ertr-123	37	30	dimensions	dimension	NOUN
ertr-123	37	31	.	.	PUNCT
ertr-123	38	1	in	in	ADP
ertr-123	38	2	some	some	DET
ertr-123	38	3	cases	case	NOUN
ertr-123	38	4	,	,	PUNCT
ertr-123	38	5	we	we	PRON
ertr-123	38	6	were	be	AUX
ertr-123	38	7	more	more	ADV
ertr-123	38	8	specific	specific	ADJ
ertr-123	38	9	than	than	ADP
ertr-123	38	10	the	the	DET
ertr-123	38	11	beerli	beerli	NOUN
ertr-123	38	12	attributes	attribute	NOUN
ertr-123	38	13	(	(	PUNCT
ertr-123	38	14	e.g.	e.g.	ADV
ertr-123	38	15	from	from	ADP
ertr-123	38	16	“	"	PUNCT
ertr-123	38	17	flora	flora	NOUN
ertr-123	38	18	and	and	CCONJ
ertr-123	38	19	fauna	fauna	NOUN
ertr-123	38	20	”	"	PUNCT
ertr-123	38	21	we	we	PRON
ertr-123	38	22	extracted	extract	VERB
ertr-123	38	23	the	the	DET
ertr-123	38	24	3	3	NUM
ertr-123	38	25	classes	class	NOUN
ertr-123	38	26	plants	plant	NOUN
ertr-123	38	27	and	and	CCONJ
ertr-123	38	28	flowers	flower	NOUN
ertr-123	38	29	,	,	PUNCT
ertr-123	38	30	animals	animal	NOUN
ertr-123	38	31	and	and	CCONJ
ertr-123	38	32	trees	tree	NOUN
ertr-123	38	33	)	)	PUNCT
ertr-123	38	34	since	since	SCONJ
ertr-123	38	35	we	we	PRON
ertr-123	38	36	want	want	VERB
ertr-123	38	37	to	to	PART
ertr-123	38	38	distinguish	distinguish	VERB
ertr-123	38	39	between	between	ADP
ertr-123	38	40	different	different	ADJ
ertr-123	38	41	attractions	attraction	NOUN
ertr-123	38	42	at	at	ADP
ertr-123	38	43	the	the	DET
ertr-123	38	44	destinations	destination	NOUN
ertr-123	38	45	(	(	PUNCT
ertr-123	38	46	e.g.	e.g.	ADV
ertr-123	38	47	a	a	DET
ertr-123	38	48	botanical	botanical	ADJ
ertr-123	38	49	garden	garden	NOUN
ertr-123	38	50	,	,	PUNCT
ertr-123	38	51	a	a	DET
ertr-123	38	52	zoo	zoo	NOUN
ertr-123	38	53	or	or	CCONJ
ertr-123	38	54	a	a	DET
ertr-123	38	55	jungle	jungle	NOUN
ertr-123	38	56	)	)	PUNCT
ertr-123	38	57	.	.	PUNCT
ertr-123	39	1	three	three	NUM
ertr-123	39	2	further	further	ADJ
ertr-123	39	3	classes	class	NOUN
ertr-123	39	4	for	for	ADP
ertr-123	39	5	visual	visual	ADJ
ertr-123	39	6	objects	object	NOUN
ertr-123	39	7	were	be	AUX
ertr-123	39	8	added	add	VERB
ertr-123	39	9	during	during	ADP
ertr-123	39	10	the	the	DET
ertr-123	39	11	manual	manual	ADJ
ertr-123	39	12	annotation	annotation	NOUN
ertr-123	39	13	.	.	PUNCT
ertr-123	40	1	we	we	PRON
ertr-123	40	2	thus	thus	ADV
ertr-123	40	3	annotated	annotate	VERB
ertr-123	40	4	the	the	DET
ertr-123	40	5	instagram	instagram	PROPN
ertr-123	40	6	photos	photo	VERB
ertr-123	40	7	three	three	NUM
ertr-123	40	8	times	time	NOUN
ertr-123	40	9	:	:	PUNCT
ertr-123	40	10	once	once	ADV
ertr-123	40	11	manually	manually	ADV
ertr-123	40	12	(	(	PUNCT
ertr-123	40	13	ground	ground	NOUN
ertr-123	40	14	truth	truth	NOUN
ertr-123	40	15	for	for	ADP
ertr-123	40	16	the	the	DET
ertr-123	40	17	destination	destination	NOUN
ertr-123	40	18	image	image	NOUN
ertr-123	40	19	measurement	measurement	NOUN
ertr-123	40	20	)	)	PUNCT
ertr-123	40	21	and	and	CCONJ
ertr-123	40	22	twice	twice	ADV
ertr-123	40	23	automatically	automatically	ADV
ertr-123	40	24	(	(	PUNCT
ertr-123	40	25	using	use	VERB
ertr-123	40	26	the	the	DET
ertr-123	40	27	certh	certh	NOUN
ertr-123	40	28	and	and	CCONJ
ertr-123	40	29	watson	watson	PROPN
ertr-123	40	30	services	service	NOUN
ertr-123	40	31	)	)	PUNCT
ertr-123	40	32	,	,	PUNCT
ertr-123	40	33	where	where	SCONJ
ertr-123	40	34	we	we	PRON
ertr-123	40	35	also	also	ADV
ertr-123	40	36	determined	determine	VERB
ertr-123	40	37	a	a	DET
ertr-123	40	38	mapping	mapping	NOUN
ertr-123	40	39	between	between	ADP
ertr-123	40	40	the	the	DET
ertr-123	40	41	concepts	concept	NOUN
ertr-123	40	42	returned	return	VERB
ertr-123	40	43	by	by	ADP
ertr-123	40	44	those	those	DET
ertr-123	40	45	services	service	NOUN
ertr-123	40	46	and	and	CCONJ
ertr-123	40	47	our	our	PRON
ertr-123	40	48	reference	reference	NOUN
ertr-123	40	49	categorization	categorization	NOUN
ertr-123	40	50	(	(	PUNCT
ertr-123	40	51	of	of	ADP
ertr-123	40	52	now	now	ADV
ertr-123	40	53	56	56	NUM
ertr-123	40	54	classes	class	NOUN
ertr-123	40	55	)	)	PUNCT
ertr-123	40	56	so	so	SCONJ
ertr-123	40	57	that	that	SCONJ
ertr-123	40	58	we	we	PRON
ertr-123	40	59	could	could	AUX
ertr-123	40	60	compare	compare	VERB
ertr-123	40	61	directly	directly	ADV
ertr-123	40	62	the	the	DET
ertr-123	40	63	results	result	NOUN
ertr-123	40	64	.	.	PUNCT
ertr-123	41	1	4	4	NUM
ertr-123	41	2	results	result	NOUN
ertr-123	41	3	we	we	PRON
ertr-123	41	4	consider	consider	VERB
ertr-123	41	5	two	two	NUM
ertr-123	41	6	hypotheses	hypothesis	NOUN
ertr-123	41	7	in	in	ADP
ertr-123	41	8	this	this	DET
ertr-123	41	9	evaluation	evaluation	NOUN
ertr-123	41	10	:	:	PUNCT
ertr-123	41	11	h1	h1	X
ertr-123	41	12	.	.	PUNCT
ertr-123	42	1	online	online	ADJ
ertr-123	42	2	image	image	NOUN
ertr-123	42	3	annotation	annotation	NOUN
ertr-123	42	4	services	service	NOUN
ertr-123	42	5	can	can	AUX
ertr-123	42	6	accurately	accurately	ADV
ertr-123	42	7	visually	visually	ADV
ertr-123	42	8	annotate	annotate	VERB
ertr-123	42	9	destination	destination	NOUN
ertr-123	42	10	images	image	NOUN
ertr-123	42	11	;	;	PUNCT
ertr-123	42	12	and	and	CCONJ
ertr-123	42	13	h2	h2	NOUN
ertr-123	42	14	.	.	PUNCT
ertr-123	43	1	the	the	DET
ertr-123	43	2	visual	visual	ADJ
ertr-123	43	3	annotation	annotation	NOUN
ertr-123	43	4	of	of	ADP
ertr-123	43	5	destination	destination	NOUN
ertr-123	43	6	images	image	NOUN
ertr-123	43	7	is	be	AUX
ertr-123	43	8	useful	useful	ADJ
ertr-123	43	9	for	for	ADP
ertr-123	43	10	measuring	measure	VERB
ertr-123	43	11	visual	visual	ADJ
ertr-123	43	12	destination	destination	NOUN
ertr-123	43	13	image	image	NOUN
ertr-123	43	14	.	.	PUNCT
ertr-123	44	1	for	for	ADP
ertr-123	44	2	the	the	DET
ertr-123	44	3	first	first	ADJ
ertr-123	44	4	hypothesis	hypothesis	NOUN
ertr-123	44	5	,	,	PUNCT
ertr-123	44	6	we	we	PRON
ertr-123	44	7	compare	compare	VERB
ertr-123	44	8	the	the	DET
ertr-123	44	9	annotations	annotation	NOUN
ertr-123	44	10	of	of	ADP
ertr-123	44	11	the	the	DET
ertr-123	44	12	online	online	ADJ
ertr-123	44	13	services	service	NOUN
ertr-123	44	14	with	with	ADP
ertr-123	44	15	our	our	PRON
ertr-123	44	16	ground	ground	NOUN
ertr-123	44	17	truth	truth	NOUN
ertr-123	44	18	annotation	annotation	NOUN
ertr-123	44	19	,	,	PUNCT
ertr-123	44	20	having	having	AUX
ertr-123	44	21	mapped	map	VERB
ertr-123	44	22	their	their	PRON
ertr-123	44	23	annotation	annotation	NOUN
ertr-123	44	24	responses	response	NOUN
ertr-123	44	25	to	to	ADP
ertr-123	44	26	our	our	PRON
ertr-123	44	27	reference	reference	NOUN
ertr-123	44	28	categorization	categorization	NOUN
ertr-123	44	29	of	of	ADP
ertr-123	44	30	destination	destination	NOUN
ertr-123	44	31	image	image	NOUN
ertr-123	44	32	.	.	PUNCT
ertr-123	45	1	to	to	PART
ertr-123	45	2	measure	measure	VERB
ertr-123	45	3	the	the	DET
ertr-123	45	4	accuracy	accuracy	NOUN
ertr-123	45	5	of	of	ADP
ertr-123	45	6	the	the	DET
ertr-123	45	7	annotations	annotation	NOUN
ertr-123	45	8	,	,	PUNCT
ertr-123	45	9	we	we	PRON
ertr-123	45	10	will	will	AUX
ertr-123	45	11	use	use	VERB
ertr-123	45	12	precision	precision	NOUN
ertr-123	45	13	and	and	CCONJ
ertr-123	45	14	recall	recall	NOUN
ertr-123	45	15	calculations	calculation	NOUN
ertr-123	45	16	for	for	ADP
ertr-123	45	17	classification	classification	NOUN
ertr-123	45	18	tasks	task	NOUN
ertr-123	45	19	,	,	PUNCT
ertr-123	45	20	where	where	SCONJ
ertr-123	45	21	our	our	PRON
ertr-123	45	22	task	task	NOUN
ertr-123	45	23	is	be	AUX
ertr-123	45	24	to	to	PART
ertr-123	45	25	classify	classify	VERB
ertr-123	45	26	the	the	DET
ertr-123	45	27	image	image	NOUN
ertr-123	45	28	in	in	ADP
ertr-123	45	29	terms	term	NOUN
ertr-123	45	30	of	of	ADP
ertr-123	45	31	the	the	DET
ertr-123	45	32	(	(	PUNCT
ertr-123	45	33	destination	destination	NOUN
ertr-123	45	34	image	image	NOUN
ertr-123	45	35	-	-	PUNCT
ertr-123	45	36	related	relate	VERB
ertr-123	45	37	)	)	PUNCT
ertr-123	45	38	visual	visual	ADJ
ertr-123	45	39	concepts	concept	NOUN
ertr-123	45	40	it	it	PRON
ertr-123	45	41	presents	present	VERB
ertr-123	45	42	to	to	ADP
ertr-123	45	43	a	a	DET
ertr-123	45	44	viewer	viewer	NOUN
ertr-123	45	45	.	.	PUNCT
ertr-123	46	1	the	the	DET
ertr-123	46	2	results	result	NOUN
ertr-123	46	3	are	be	AUX
ertr-123	46	4	shown	show	VERB
ertr-123	46	5	in	in	ADP
ertr-123	46	6	table	table	NOUN
ertr-123	46	7	1	1	NUM
ertr-123	46	8	.	.	PUNCT
ertr-123	46	9	table	table	NOUN
ertr-123	46	10	1	1	NUM
ertr-123	46	11	.	.	PUNCT
ertr-123	47	1	accuracy	accuracy	NOUN
ertr-123	47	2	of	of	ADP
ertr-123	47	3	online	online	ADJ
ertr-123	47	4	image	image	NOUN
ertr-123	47	5	annotation	annotation	NOUN
ertr-123	47	6	services	service	NOUN
ertr-123	47	7	tool	tool	PROPN
ertr-123	47	8	precision	precision	NOUN
ertr-123	47	9	recall	recall	VERB
ertr-123	47	10	f	f	NOUN
ertr-123	47	11	-	-	PUNCT
ertr-123	47	12	measure	measure	NOUN
ertr-123	47	13	certh	certh	NOUN
ertr-123	47	14	0.60	0.60	NUM
ertr-123	47	15	0.49	0.49	NUM
ertr-123	47	16	0.539	0.539	NUM
ertr-123	47	17	watson	watson	PROPN
ertr-123	47	18	0.68	0.68	NUM
ertr-123	47	19	0.45	0.45	NUM
ertr-123	47	20	0.542	0.542	NUM
ertr-123	47	21	it	it	PRON
ertr-123	47	22	may	may	AUX
ertr-123	47	23	be	be	AUX
ertr-123	47	24	coincidence	coincidence	NOUN
ertr-123	47	25	that	that	SCONJ
ertr-123	47	26	the	the	DET
ertr-123	47	27	f	f	NOUN
ertr-123	47	28	-	-	PUNCT
ertr-123	47	29	measure	measure	NOUN
ertr-123	47	30	of	of	ADP
ertr-123	47	31	both	both	DET
ertr-123	47	32	services	service	NOUN
ertr-123	47	33	result	result	VERB
ertr-123	47	34	in	in	ADP
ertr-123	47	35	being	be	AUX
ertr-123	47	36	similar	similar	ADJ
ertr-123	47	37	,	,	PUNCT
ertr-123	47	38	however	however	ADV
ertr-123	47	39	it	it	PRON
ertr-123	47	40	may	may	AUX
ertr-123	47	41	be	be	AUX
ertr-123	47	42	seen	see	VERB
ertr-123	47	43	that	that	PRON
ertr-123	47	44	precision	precision	NOUN
ertr-123	47	45	of	of	ADP
ertr-123	47	46	the	the	DET
ertr-123	47	47	services	service	NOUN
ertr-123	47	48	(	(	PUNCT
ertr-123	47	49	the	the	DET
ertr-123	47	50	chance	chance	NOUN
ertr-123	47	51	that	that	SCONJ
ertr-123	47	52	an	an	DET
ertr-123	47	53	annotation	annotation	NOUN
ertr-123	47	54	made	make	VERB
ertr-123	47	55	by	by	ADP
ertr-123	47	56	the	the	DET
ertr-123	47	57	service	service	NOUN
ertr-123	47	58	is	be	AUX
ertr-123	47	59	correct	correct	ADJ
ertr-123	47	60	)	)	PUNCT
ertr-123	47	61	is	be	AUX
ertr-123	47	62	higher	high	ADJ
ertr-123	47	63	than	than	ADP
ertr-123	47	64	the	the	DET
ertr-123	47	65	recall	recall	NOUN
ertr-123	47	66	(	(	PUNCT
ertr-123	47	67	the	the	DET
ertr-123	47	68	chance	chance	NOUN
ertr-123	47	69	that	that	SCONJ
ertr-123	47	70	an	an	DET
ertr-123	47	71	annotation	annotation	NOUN
ertr-123	47	72	in	in	ADP
ertr-123	47	73	the	the	DET
ertr-123	47	74	ground	ground	NOUN
ertr-123	47	75	truth	truth	NOUN
ertr-123	47	76	is	be	AUX
ertr-123	47	77	not	not	PART
ertr-123	47	78	missed	miss	VERB
ertr-123	47	79	)	)	PUNCT
ertr-123	47	80	.	.	PUNCT
ertr-123	48	1	in	in	ADP
ertr-123	48	2	the	the	DET
ertr-123	48	3	certh	certh	NOUN
ertr-123	48	4	service	service	NOUN
ertr-123	48	5	,	,	PUNCT
ertr-123	48	6	half	half	NOUN
ertr-123	48	7	of	of	ADP
ertr-123	48	8	the	the	DET
ertr-123	48	9	false	false	ADJ
ertr-123	48	10	negatives	negative	NOUN
ertr-123	48	11	were	be	AUX
ertr-123	48	12	in	in	ADP
ertr-123	48	13	the	the	DET
ertr-123	48	14	natural	natural	ADJ
ertr-123	48	15	resources	resource	NOUN
ertr-123	48	16	category	category	NOUN
ertr-123	48	17	,	,	PUNCT
ertr-123	48	18	which	which	PRON
ertr-123	48	19	may	may	AUX
ertr-123	48	20	partially	partially	ADV
ertr-123	48	21	be	be	AUX
ertr-123	48	22	a	a	DET
ertr-123	48	23	limitation	limitation	NOUN
ertr-123	48	24	of	of	ADP
ertr-123	48	25	the	the	DET
ertr-123	48	26	coverage	coverage	NOUN
ertr-123	48	27	of	of	ADP
ertr-123	48	28	places-205	places-205	NOUN
ertr-123	48	29	vocabulary	vocabulary	NOUN
ertr-123	48	30	(	(	PUNCT
ertr-123	48	31	e.g.	e.g.	ADV
ertr-123	48	32	no	no	DET
ertr-123	48	33	annotations	annotation	NOUN
ertr-123	48	34	for	for	ADP
ertr-123	48	35	sun	sun	NOUN
ertr-123	48	36	/	/	SYM
ertr-123	48	37	sky	sky	NOUN
ertr-123	48	38	,	,	PUNCT
ertr-123	48	39	plants	plant	NOUN
ertr-123	48	40	and	and	CCONJ
ertr-123	48	41	flowers	flower	NOUN
ertr-123	48	42	or	or	CCONJ
ertr-123	48	43	trees	tree	NOUN
ertr-123	48	44	)	)	PUNCT
ertr-123	48	45	but	but	CCONJ
ertr-123	48	46	also	also	ADV
ertr-123	48	47	simply	simply	ADV
ertr-123	48	48	having	having	AUX
ertr-123	48	49	missed	miss	VERB
ertr-123	48	50	some	some	DET
ertr-123	48	51	annotations	annotation	NOUN
ertr-123	48	52	(	(	PUNCT
ertr-123	48	53	60	60	NUM
ertr-123	48	54	%	%	NOUN
ertr-123	48	55	of	of	ADP
ertr-123	48	56	landscape	landscape	NOUN
ertr-123	48	57	or	or	CCONJ
ertr-123	48	58	water	water	NOUN
ertr-123	48	59	instances	instance	NOUN
ertr-123	48	60	were	be	AUX
ertr-123	48	61	missed	miss	VERB
ertr-123	48	62	)	)	PUNCT
ertr-123	48	63	.	.	PUNCT
ertr-123	49	1	watson	watson	PROPN
ertr-123	49	2	equally	equally	ADV
ertr-123	49	3	had	have	VERB
ertr-123	49	4	19	19	NUM
ertr-123	49	5	fns	fns	NOUN
ertr-123	49	6	(	(	PUNCT
ertr-123	49	7	46	46	NUM
ertr-123	49	8	%	%	NOUN
ertr-123	49	9	of	of	ADP
ertr-123	49	10	all	all	DET
ertr-123	49	11	fns	fns	PROPN
ertr-123	49	12	)	)	PUNCT
ertr-123	49	13	in	in	ADP
ertr-123	49	14	that	that	DET
ertr-123	49	15	category	category	NOUN
ertr-123	49	16	indicating	indicate	VERB
ertr-123	49	17	it	it	PRON
ertr-123	49	18	is	be	AUX
ertr-123	49	19	particularly	particularly	ADV
ertr-123	49	20	challenging	challenging	ADJ
ertr-123	49	21	for	for	ADP
ertr-123	49	22	automatic	automatic	ADJ
ertr-123	49	23	classification	classification	NOUN
ertr-123	49	24	.	.	PUNCT
ertr-123	50	1	more	more	ADJ
ertr-123	50	2	than	than	ADP
ertr-123	50	3	half	half	NOUN
ertr-123	50	4	of	of	ADP
ertr-123	50	5	the	the	DET
ertr-123	50	6	certh	certh	NOUN
ertr-123	50	7	service	service	NOUN
ertr-123	50	8	false	false	ADJ
ertr-123	50	9	positives	positive	NOUN
ertr-123	50	10	were	be	AUX
ertr-123	50	11	in	in	ADP
ertr-123	50	12	the	the	DET
ertr-123	50	13	classes	class	NOUN
ertr-123	50	14	of	of	ADP
ertr-123	50	15	monument	monument	NOUN
ertr-123	50	16	and	and	CCONJ
ertr-123	50	17	religion	religion	NOUN
ertr-123	50	18	,	,	PUNCT
ertr-123	50	19	i.e.	i.e.	X
ertr-123	50	20	classes	class	NOUN
ertr-123	50	21	like	like	ADP
ertr-123	50	22	tower	tower	NOUN
ertr-123	50	23	,	,	PUNCT
ertr-123	50	24	basilica	basilica	PROPN
ertr-123	50	25	or	or	CCONJ
ertr-123	50	26	monastery	monastery	NOUN
ertr-123	50	27	were	be	AUX
ertr-123	50	28	annotated	annotate	VERB
ertr-123	50	29	on	on	ADP
ertr-123	50	30	images	image	NOUN
ertr-123	50	31	without	without	ADP
ertr-123	50	32	monuments	monument	NOUN
ertr-123	50	33	or	or	CCONJ
ertr-123	50	34	religious	religious	ADJ
ertr-123	50	35	buildings	building	NOUN
ertr-123	50	36	.	.	PUNCT
ertr-123	51	1	watson	watson	PROPN
ertr-123	51	2	had	have	VERB
ertr-123	51	3	the	the	DET
ertr-123	51	4	least	least	ADJ
ertr-123	51	5	fps	fps	PROPN
ertr-123	51	6	,	,	PUNCT
ertr-123	51	7	showing	show	VERB
ertr-123	51	8	it	it	PRON
ertr-123	51	9	is	be	AUX
ertr-123	51	10	more	more	ADV
ertr-123	51	11	cautious	cautious	ADJ
ertr-123	51	12	with	with	ADP
ertr-123	51	13	its	its	PRON
ertr-123	51	14	annotation	annotation	NOUN
ertr-123	51	15	of	of	ADP
ertr-123	51	16	classes	class	NOUN
ertr-123	51	17	to	to	ADP
ertr-123	51	18	images	image	NOUN
ertr-123	51	19	(	(	PUNCT
ertr-123	51	20	nb	nb	INTJ
ertr-123	51	21	.	.	PUNCT
ertr-123	51	22	for	for	ADP
ertr-123	51	23	the	the	DET
ertr-123	51	24	watson	watson	PROPN
ertr-123	51	25	annotations	annotation	NOUN
ertr-123	51	26	,	,	PUNCT
ertr-123	51	27	we	we	PRON
ertr-123	51	28	took	take	VERB
ertr-123	51	29	only	only	ADJ
ertr-123	51	30	classes	class	NOUN
ertr-123	51	31	with	with	ADP
ertr-123	51	32	a	a	DET
ertr-123	51	33	confidence	confidence	NOUN
ertr-123	51	34	level	level	NOUN
ertr-123	51	35	of	of	ADP
ertr-123	51	36	0.5	0.5	NUM
ertr-123	51	37	or	or	CCONJ
ertr-123	51	38	more	more	ADJ
ertr-123	51	39	)	)	PUNCT
ertr-123	51	40	.	.	PUNCT
ertr-123	52	1	overall	overall	ADJ
ertr-123	52	2	the	the	DET
ertr-123	52	3	natural	natural	ADJ
ertr-123	52	4	resources	resource	NOUN
ertr-123	52	5	category	category	NOUN
ertr-123	52	6	had	have	VERB
ertr-123	52	7	the	the	DET
ertr-123	52	8	least	least	ADJ
ertr-123	52	9	success	success	NOUN
ertr-123	52	10	in	in	ADP
ertr-123	52	11	annotation	annotation	NOUN
ertr-123	52	12	(	(	PUNCT
ertr-123	52	13	20	20	NUM
ertr-123	52	14	%	%	NOUN
ertr-123	52	15	accuracy	accuracy	NOUN
ertr-123	52	16	overall	overall	ADJ
ertr-123	52	17	)	)	PUNCT
ertr-123	52	18	while	while	SCONJ
ertr-123	52	19	other	other	ADJ
ertr-123	52	20	visual	visual	ADJ
ertr-123	52	21	classes	class	NOUN
ertr-123	52	22	performed	perform	VERB
ertr-123	52	23	well	well	INTJ
ertr-123	52	24	(	(	PUNCT
ertr-123	52	25	67	67	NUM
ertr-123	52	26	%	%	NOUN
ertr-123	52	27	accuracy	accuracy	NOUN
ertr-123	52	28	with	with	ADP
ertr-123	52	29	roads	road	NOUN
ertr-123	52	30	,	,	PUNCT
ertr-123	52	31	100	100	NUM
ertr-123	52	32	%	%	NOUN
ertr-123	52	33	accuracy	accuracy	NOUN
ertr-123	52	34	on	on	ADP
ertr-123	52	35	public	public	ADJ
ertr-123	52	36	transportation	transportation	NOUN
ertr-123	52	37	and	and	CCONJ
ertr-123	52	38	theme	theme	NOUN
ertr-123	52	39	park	park	NOUN
ertr-123	52	40	,	,	PUNCT
ertr-123	52	41	92	92	NUM
ertr-123	52	42	%	%	NOUN
ertr-123	52	43	accuracy	accuracy	NOUN
ertr-123	52	44	on	on	ADP
ertr-123	52	45	religion	religion	NOUN
ertr-123	52	46	,	,	PUNCT
ertr-123	52	47	93	93	NUM
ertr-123	52	48	%	%	NOUN
ertr-123	52	49	accuracy	accuracy	NOUN
ertr-123	52	50	on	on	ADP
ertr-123	52	51	historical	historical	ADJ
ertr-123	52	52	buildings	building	NOUN
ertr-123	52	53	)	)	PUNCT
ertr-123	52	54	.	.	PUNCT
ertr-123	53	1	table	table	NOUN
ertr-123	53	2	2	2	NUM
ertr-123	53	3	.	.	PUNCT
ertr-123	53	4	measurement	measurement	NOUN
ertr-123	53	5	of	of	ADP
ertr-123	53	6	visual	visual	ADJ
ertr-123	53	7	destination	destination	NOUN
ertr-123	53	8	image	image	NOUN
ertr-123	53	9	for	for	ADP
ertr-123	53	10	the	the	DET
ertr-123	53	11	second	second	ADJ
ertr-123	53	12	hypothesis	hypothesis	NOUN
ertr-123	53	13	,	,	PUNCT
ertr-123	53	14	we	we	PRON
ertr-123	53	15	consider	consider	VERB
ertr-123	53	16	the	the	DET
ertr-123	53	17	destination	destination	NOUN
ertr-123	53	18	image	image	NOUN
ertr-123	53	19	measurement	measurement	NOUN
ertr-123	53	20	from	from	ADP
ertr-123	53	21	the	the	DET
ertr-123	53	22	visual	visual	ADJ
ertr-123	53	23	annotation	annotation	NOUN
ertr-123	53	24	.	.	PUNCT
ertr-123	54	1	the	the	DET
ertr-123	54	2	ground	ground	NOUN
ertr-123	54	3	truth	truth	NOUN
ertr-123	54	4	annotation	annotation	NOUN
ertr-123	54	5	is	be	AUX
ertr-123	54	6	used	use	VERB
ertr-123	54	7	to	to	PART
ertr-123	54	8	determine	determine	VERB
ertr-123	54	9	the	the	DET
ertr-123	54	10	ground	ground	NOUN
ertr-123	54	11	truth	truth	NOUN
ertr-123	54	12	for	for	ADP
ertr-123	54	13	this	this	DET
ertr-123	54	14	measurement	measurement	NOUN
ertr-123	54	15	.	.	PUNCT
ertr-123	55	1	we	we	PRON
ertr-123	55	2	assume	assume	VERB
ertr-123	55	3	that	that	SCONJ
ertr-123	55	4	the	the	DET
ertr-123	55	5	comparative	comparative	ADJ
ertr-123	55	6	frequency	frequency	NOUN
ertr-123	55	7	of	of	ADP
ertr-123	55	8	occurrence	occurrence	NOUN
ertr-123	55	9	of	of	ADP
ertr-123	55	10	the	the	DET
ertr-123	55	11	visual	visual	ADJ
ertr-123	55	12	classes	class	NOUN
ertr-123	55	13	in	in	ADP
ertr-123	55	14	the	the	DET
ertr-123	55	15	media	medium	NOUN
ertr-123	55	16	annotations	annotation	NOUN
ertr-123	55	17	may	may	AUX
ertr-123	55	18	be	be	AUX
ertr-123	55	19	determinant	determinant	ADJ
ertr-123	55	20	for	for	SCONJ
ertr-123	55	21	the	the	DET
ertr-123	55	22	visual	visual	ADJ
ertr-123	55	23	destination	destination	NOUN
ertr-123	55	24	image	image	NOUN
ertr-123	55	25	being	be	AUX
ertr-123	55	26	presented	present	VERB
ertr-123	55	27	.	.	PUNCT
ertr-123	56	1	to	to	PART
ertr-123	56	2	simplify	simplify	VERB
ertr-123	56	3	the	the	DET
ertr-123	56	4	model	model	NOUN
ertr-123	56	5	,	,	PUNCT
ertr-123	56	6	we	we	PRON
ertr-123	56	7	aggregate	aggregate	VERB
ertr-123	56	8	the	the	DET
ertr-123	56	9	visual	visual	ADJ
ertr-123	56	10	class	class	NOUN
ertr-123	56	11	occurrences	occurrence	NOUN
ertr-123	56	12	into	into	ADP
ertr-123	56	13	the	the	DET
ertr-123	56	14	7	7	NUM
ertr-123	56	15	top	top	ADJ
ertr-123	56	16	level	level	NOUN
ertr-123	56	17	categories	category	NOUN
ertr-123	56	18	used	use	VERB
ertr-123	56	19	by	by	ADP
ertr-123	56	20	beerli	beerli	NOUN
ertr-123	56	21	(	(	PUNCT
ertr-123	56	22	2004	2004	NUM
ertr-123	56	23	)	)	PUNCT
ertr-123	56	24	.	.	PUNCT
ertr-123	57	1	table	table	NOUN
ertr-123	57	2	2	2	NUM
ertr-123	57	3	shows	show	VERB
ertr-123	57	4	the	the	DET
ertr-123	57	5	visual	visual	ADJ
ertr-123	57	6	destination	destination	NOUN
ertr-123	57	7	image	image	NOUN
ertr-123	57	8	derived	derive	VERB
ertr-123	57	9	from	from	ADP
ertr-123	57	10	the	the	DET
ertr-123	57	11	ground	ground	NOUN
ertr-123	57	12	truth	truth	NOUN
ertr-123	57	13	and	and	CCONJ
ertr-123	57	14	from	from	ADP
ertr-123	57	15	the	the	DET
ertr-123	57	16	annotations	annotation	NOUN
ertr-123	57	17	of	of	ADP
ertr-123	57	18	the	the	DET
ertr-123	57	19	two	two	NUM
ertr-123	57	20	image	image	NOUN
ertr-123	57	21	annotation	annotation	NOUN
ertr-123	57	22	services	service	NOUN
ertr-123	57	23	.	.	PUNCT
ertr-123	58	1	the	the	DET
ertr-123	58	2	ground	ground	NOUN
ertr-123	58	3	truth	truth	NOUN
ertr-123	58	4	indicates	indicate	VERB
ertr-123	58	5	that	that	SCONJ
ertr-123	58	6	destination	destination	NOUN
ertr-123	58	7	images	image	NOUN
ertr-123	58	8	posted	post	VERB
ertr-123	58	9	by	by	ADP
ertr-123	58	10	the	the	DET
ertr-123	58	11	vienna	vienna	PROPN
ertr-123	58	12	tourist	tourist	PROPN
ertr-123	58	13	board	board	NOUN
ertr-123	58	14	promote	promote	VERB
ertr-123	58	15	most	most	ADV
ertr-123	58	16	strongly	strongly	ADV
ertr-123	58	17	vienna	vienna	PROPN
ertr-123	58	18	’s	’s	PART
ertr-123	58	19	natural	natural	ADJ
ertr-123	58	20	resources	resource	NOUN
ertr-123	58	21	and	and	CCONJ
ertr-123	58	22	its	its	PRON
ertr-123	58	23	cultural	cultural	ADJ
ertr-123	58	24	/	/	SYM
ertr-123	58	25	historical	historical	ADJ
ertr-123	58	26	offer	offer	NOUN
ertr-123	58	27	.	.	PUNCT
ertr-123	59	1	the	the	DET
ertr-123	59	2	destination	destination	NOUN
ertr-123	59	3	images	image	NOUN
ertr-123	59	4	derived	derive	VERB
ertr-123	59	5	from	from	ADP
ertr-123	59	6	the	the	DET
ertr-123	59	7	automatic	automatic	ADJ
ertr-123	59	8	services	service	NOUN
ertr-123	59	9	match	match	VERB
ertr-123	59	10	well	well	ADV
ertr-123	59	11	on	on	ADP
ertr-123	59	12	the	the	DET
ertr-123	59	13	weaker	weak	ADJ
ertr-123	59	14	categories	category	NOUN
ertr-123	59	15	but	but	CCONJ
ertr-123	59	16	both	both	PRON
ertr-123	59	17	vary	vary	VERB
ertr-123	59	18	in	in	ADP
ertr-123	59	19	the	the	DET
ertr-123	59	20	same	same	ADJ
ertr-123	59	21	manner	manner	NOUN
ertr-123	59	22	on	on	ADP
ertr-123	59	23	the	the	DET
ertr-123	59	24	two	two	NUM
ertr-123	59	25	strongest	strong	ADJ
ertr-123	59	26	categories	category	NOUN
ertr-123	59	27	,	,	PUNCT
ertr-123	59	28	underrepresenting	underrepresente	VERB
ertr-123	59	29	natural	natural	ADJ
ertr-123	59	30	resources	resource	NOUN
ertr-123	59	31	in	in	ADP
ertr-123	59	32	imagery	imagery	NOUN
ertr-123	59	33	and	and	CCONJ
ertr-123	59	34	thus	thus	ADV
ertr-123	59	35	over	over	ADV
ertr-123	59	36	-	-	PUNCT
ertr-123	59	37	representing	represent	VERB
ertr-123	59	38	the	the	DET
ertr-123	59	39	role	role	NOUN
ertr-123	59	40	of	of	ADP
ertr-123	59	41	cultural	cultural	ADJ
ertr-123	59	42	/	/	SYM
ertr-123	59	43	historical	historical	ADJ
ertr-123	59	44	offer	offer	NOUN
ertr-123	59	45	in	in	ADP
ertr-123	59	46	the	the	DET
ertr-123	59	47	images	image	NOUN
ertr-123	59	48	,	,	PUNCT
ertr-123	59	49	since	since	SCONJ
ertr-123	59	50	here	here	ADV
ertr-123	59	51	visual	visual	ADJ
ertr-123	59	52	instances	instance	NOUN
ertr-123	59	53	are	be	AUX
ertr-123	59	54	much	much	ADV
ertr-123	59	55	more	more	ADV
ertr-123	59	56	accurately	accurately	ADV
ertr-123	59	57	identified	identify	VERB
ertr-123	59	58	.	.	PUNCT
ertr-123	60	1	5	5	NUM
ertr-123	60	2	conclusion	conclusion	NOUN
ertr-123	60	3	on	on	ADP
ertr-123	60	4	the	the	DET
ertr-123	60	5	basis	basis	NOUN
ertr-123	60	6	of	of	ADP
ertr-123	60	7	this	this	DET
ertr-123	60	8	study	study	NOUN
ertr-123	60	9	,	,	PUNCT
ertr-123	60	10	based	base	VERB
ertr-123	60	11	on	on	ADP
ertr-123	60	12	a	a	DET
ertr-123	60	13	small	small	ADJ
ertr-123	60	14	sample	sample	NOUN
ertr-123	60	15	of	of	ADP
ertr-123	60	16	instagram	instagram	PROPN
ertr-123	60	17	photos	photo	NOUN
ertr-123	60	18	posted	post	VERB
ertr-123	60	19	by	by	ADP
ertr-123	60	20	the	the	DET
ertr-123	60	21	vienna	vienna	PROPN
ertr-123	60	22	tourism	tourism	NOUN
ertr-123	60	23	,	,	PUNCT
ertr-123	60	24	we	we	PRON
ertr-123	60	25	may	may	AUX
ertr-123	60	26	draw	draw	VERB
ertr-123	60	27	some	some	DET
ertr-123	60	28	initial	initial	ADJ
ertr-123	60	29	conclusions	conclusion	NOUN
ertr-123	60	30	about	about	ADP
ertr-123	60	31	the	the	DET
ertr-123	60	32	usefulness	usefulness	NOUN
ertr-123	60	33	of	of	ADP
ertr-123	60	34	stateof	stateof	ADJ
ertr-123	60	35	-	-	PUNCT
ertr-123	60	36	the	the	DET
ertr-123	60	37	-	-	PUNCT
ertr-123	60	38	art	art	NOUN
ertr-123	60	39	online	online	ADJ
ertr-123	60	40	image	image	NOUN
ertr-123	60	41	annotation	annotation	NOUN
ertr-123	60	42	services	service	NOUN
ertr-123	60	43	for	for	ADP
ertr-123	60	44	the	the	DET
ertr-123	60	45	tourism	tourism	NOUN
ertr-123	60	46	domain	domain	NOUN
ertr-123	60	47	.	.	PUNCT
ertr-123	61	1	we	we	PRON
ertr-123	61	2	focused	focus	VERB
ertr-123	61	3	on	on	ADP
ertr-123	61	4	the	the	DET
ertr-123	61	5	measurement	measurement	NOUN
ertr-123	61	6	of	of	ADP
ertr-123	61	7	destination	destination	NOUN
ertr-123	61	8	image	image	NOUN
ertr-123	61	9	,	,	PUNCT
ertr-123	61	10	a	a	DET
ertr-123	61	11	common	common	ADJ
ertr-123	61	12	model	model	NOUN
ertr-123	61	13	for	for	SCONJ
ertr-123	61	14	tourism	tourism	NOUN
ertr-123	61	15	stakeholders	stakeholder	NOUN
ertr-123	61	16	to	to	PART
ertr-123	61	17	consider	consider	VERB
ertr-123	61	18	how	how	SCONJ
ertr-123	61	19	a	a	DET
ertr-123	61	20	destination	destination	NOUN
ertr-123	61	21	is	be	AUX
ertr-123	61	22	being	be	AUX
ertr-123	61	23	presented	present	VERB
ertr-123	61	24	.	.	PUNCT
ertr-123	62	1	while	while	SCONJ
ertr-123	62	2	text	text	NOUN
ertr-123	62	3	analysis	analysis	NOUN
ertr-123	62	4	tools	tool	NOUN
ertr-123	62	5	have	have	AUX
ertr-123	62	6	matured	mature	VERB
ertr-123	62	7	and	and	CCONJ
ertr-123	62	8	are	be	AUX
ertr-123	62	9	being	be	AUX
ertr-123	62	10	increasingly	increasingly	ADV
ertr-123	62	11	used	use	VERB
ertr-123	62	12	by	by	ADP
ertr-123	62	13	dmos	dmo	NOUN
ertr-123	62	14	for	for	ADP
ertr-123	62	15	this	this	DET
ertr-123	62	16	task	task	NOUN
ertr-123	62	17	,	,	PUNCT
ertr-123	62	18	multimedia	multimedia	NOUN
ertr-123	62	19	analysis	analysis	NOUN
ertr-123	62	20	is	be	AUX
ertr-123	62	21	a	a	DET
ertr-123	62	22	“	"	PUNCT
ertr-123	62	23	brave	brave	ADJ
ertr-123	62	24	new	new	ADJ
ertr-123	62	25	world	world	NOUN
ertr-123	62	26	”	"	PUNCT
ertr-123	62	27	.	.	PUNCT
ertr-123	63	1	our	our	PRON
ertr-123	63	2	findings	finding	NOUN
ertr-123	63	3	indicate	indicate	VERB
ertr-123	63	4	that	that	SCONJ
ertr-123	63	5	off	off	ADP
ertr-123	63	6	-	-	PUNCT
ertr-123	63	7	the	the	DET
ertr-123	63	8	-	-	PUNCT
ertr-123	63	9	shelf	shelf	NOUN
ertr-123	63	10	solutions	solution	NOUN
ertr-123	63	11	are	be	AUX
ertr-123	63	12	not	not	PART
ertr-123	63	13	yet	yet	ADV
ertr-123	63	14	performing	perform	VERB
ertr-123	63	15	as	as	ADV
ertr-123	63	16	well	well	ADV
ertr-123	63	17	in	in	ADP
ertr-123	63	18	the	the	DET
ertr-123	63	19	tourism	tourism	NOUN
ertr-123	63	20	domain	domain	NOUN
ertr-123	63	21	as	as	SCONJ
ertr-123	63	22	they	they	PRON
ertr-123	63	23	do	do	AUX
ertr-123	63	24	in	in	ADP
ertr-123	63	25	their	their	PRON
ertr-123	63	26	evaluations	evaluation	NOUN
ertr-123	63	27	reported	report	VERB
ertr-123	63	28	in	in	ADP
ertr-123	63	29	the	the	DET
ertr-123	63	30	research	research	NOUN
ertr-123	63	31	community	community	NOUN
ertr-123	63	32	,	,	PUNCT
ertr-123	63	33	where	where	SCONJ
ertr-123	63	34	they	they	PRON
ertr-123	63	35	are	be	AUX
ertr-123	63	36	pre	pre	ADJ
ertr-123	63	37	-	-	VERB
ertr-123	63	38	trained	train	VERB
ertr-123	63	39	on	on	ADP
ertr-123	63	40	image	image	NOUN
ertr-123	63	41	collections	collection	NOUN
ertr-123	63	42	from	from	ADP
ertr-123	63	43	previously	previously	ADV
ertr-123	63	44	known	know	VERB
ertr-123	63	45	domains	domain	NOUN
ertr-123	63	46	.	.	PUNCT
ertr-123	64	1	the	the	DET
ertr-123	64	2	coverage	coverage	NOUN
ertr-123	64	3	of	of	ADP
ertr-123	64	4	their	their	PRON
ertr-123	64	5	visual	visual	ADJ
ertr-123	64	6	classifiers	classifier	NOUN
ertr-123	64	7	is	be	AUX
ertr-123	64	8	a	a	DET
ertr-123	64	9	more	more	ADV
ertr-123	64	10	significant	significant	ADJ
ertr-123	64	11	issue	issue	NOUN
ertr-123	64	12	than	than	ADP
ertr-123	64	13	the	the	DET
ertr-123	64	14	accuracy	accuracy	NOUN
ertr-123	64	15	of	of	ADP
ertr-123	64	16	classifiers	classifier	NOUN
ertr-123	64	17	pre	pre	VERB
ertr-123	64	18	-	-	VERB
ertr-123	64	19	trained	train	VERB
ertr-123	64	20	on	on	ADP
ertr-123	64	21	visual	visual	ADJ
ertr-123	64	22	classes	class	NOUN
ertr-123	64	23	,	,	PUNCT
ertr-123	64	24	i.e.	i.e.	X
ertr-123	64	25	if	if	SCONJ
ertr-123	64	26	the	the	DET
ertr-123	64	27	service	service	NOUN
ertr-123	64	28	has	have	AUX
ertr-123	64	29	been	be	AUX
ertr-123	64	30	trained	train	VERB
ertr-123	64	31	on	on	ADP
ertr-123	64	32	a	a	DET
ertr-123	64	33	certain	certain	ADJ
ertr-123	64	34	type	type	NOUN
ertr-123	64	35	of	of	ADP
ertr-123	64	36	visual	visual	ADJ
ertr-123	64	37	concept	concept	NOUN
ertr-123	64	38	like	like	ADP
ertr-123	64	39	a	a	DET
ertr-123	64	40	historical	historical	ADJ
ertr-123	64	41	building	building	NOUN
ertr-123	64	42	then	then	ADV
ertr-123	64	43	the	the	DET
ertr-123	64	44	service	service	NOUN
ertr-123	64	45	can	can	AUX
ertr-123	64	46	generally	generally	ADV
ertr-123	64	47	annotate	annotate	VERB
ertr-123	64	48	that	that	DET
ertr-123	64	49	concept	concept	NOUN
ertr-123	64	50	in	in	ADP
ertr-123	64	51	images	image	NOUN
ertr-123	64	52	with	with	ADP
ertr-123	64	53	potentially	potentially	ADV
ertr-123	64	54	very	very	ADV
ertr-123	64	55	high	high	ADJ
ertr-123	64	56	accuracy	accuracy	NOUN
ertr-123	64	57	.	.	PUNCT
ertr-123	65	1	however	however	ADV
ertr-123	65	2	,	,	PUNCT
ertr-123	65	3	some	some	DET
ertr-123	65	4	types	type	NOUN
ertr-123	65	5	of	of	ADP
ertr-123	65	6	visual	visual	ADJ
ertr-123	65	7	concept	concept	NOUN
ertr-123	65	8	are	be	AUX
ertr-123	65	9	either	either	CCONJ
ertr-123	65	10	missing	miss	VERB
ertr-123	65	11	in	in	ADP
ertr-123	65	12	the	the	DET
ertr-123	65	13	training	training	NOUN
ertr-123	65	14	of	of	ADP
ertr-123	65	15	these	these	DET
ertr-123	65	16	services	service	NOUN
ertr-123	65	17	(	(	PUNCT
ertr-123	65	18	e.g.	e.g.	ADV
ertr-123	65	19	characteristics	characteristic	NOUN
ertr-123	65	20	of	of	ADP
ertr-123	65	21	the	the	DET
ertr-123	65	22	natural	natural	ADJ
ertr-123	65	23	environment	environment	NOUN
ertr-123	65	24	)	)	PUNCT
ertr-123	65	25	or	or	CCONJ
ertr-123	65	26	prove	prove	VERB
ertr-123	65	27	more	more	ADV
ertr-123	65	28	difficult	difficult	ADJ
ertr-123	65	29	for	for	SCONJ
ertr-123	65	30	today	today	NOUN
ertr-123	65	31	’s	’s	PART
ertr-123	65	32	state	state	NOUN
ertr-123	65	33	of	of	ADP
ertr-123	65	34	the	the	DET
ertr-123	65	35	art	art	NOUN
ertr-123	65	36	to	to	PART
ertr-123	65	37	detect	detect	VERB
ertr-123	65	38	.	.	PUNCT
ertr-123	66	1	as	as	ADP
ertr-123	66	2	a	a	DET
ertr-123	66	3	result	result	NOUN
ertr-123	66	4	,	,	PUNCT
ertr-123	66	5	destination	destination	NOUN
ertr-123	66	6	images	image	NOUN
ertr-123	66	7	provided	provide	VERB
ertr-123	66	8	by	by	ADP
ertr-123	66	9	automatic	automatic	ADJ
ertr-123	66	10	image	image	NOUN
ertr-123	66	11	annotation	annotation	NOUN
ertr-123	66	12	may	may	AUX
ertr-123	66	13	skew	skew	VERB
ertr-123	66	14	towards	towards	ADP
ertr-123	66	15	the	the	DET
ertr-123	66	16	concepts	concept	NOUN
ertr-123	66	17	they	they	PRON
ertr-123	66	18	do	do	VERB
ertr-123	66	19	better	well	ADV
ertr-123	66	20	in	in	ADP
ertr-123	66	21	detecting	detect	VERB
ertr-123	66	22	,	,	PUNCT
ertr-123	66	23	and	and	CCONJ
ertr-123	66	24	users	user	NOUN
ertr-123	66	25	need	need	VERB
ertr-123	66	26	to	to	PART
ertr-123	66	27	be	be	AUX
ertr-123	66	28	aware	aware	ADJ
ertr-123	66	29	of	of	ADP
ertr-123	66	30	the	the	DET
ertr-123	66	31	respective	respective	ADJ
ertr-123	66	32	capabilities	capability	NOUN
ertr-123	66	33	of	of	ADP
ertr-123	66	34	their	their	PRON
ertr-123	66	35	chosen	choose	VERB
ertr-123	66	36	image	image	NOUN
ertr-123	66	37	annotation	annotation	NOUN
ertr-123	66	38	service	service	NOUN
ertr-123	66	39	(	(	PUNCT
ertr-123	66	40	e.g.	e.g.	ADV
ertr-123	66	41	through	through	ADP
ertr-123	66	42	an	an	DET
ertr-123	66	43	initial	initial	ADJ
ertr-123	66	44	test	test	NOUN
ertr-123	66	45	of	of	ADP
ertr-123	66	46	the	the	DET
ertr-123	66	47	service	service	NOUN
ertr-123	66	48	with	with	ADP
ertr-123	66	49	an	an	DET
ertr-123	66	50	annotated	annotate	VERB
ertr-123	66	51	test	test	NOUN
ertr-123	66	52	dataset	dataset	NOUN
ertr-123	66	53	which	which	PRON
ertr-123	66	54	covers	cover	VERB
ertr-123	66	55	all	all	DET
ertr-123	66	56	destination	destination	NOUN
ertr-123	66	57	image	image	NOUN
ertr-123	66	58	categories	category	NOUN
ertr-123	66	59	)	)	PUNCT
ertr-123	66	60	in	in	ADP
ertr-123	66	61	order	order	NOUN
ertr-123	66	62	to	to	PART
ertr-123	66	63	re	re	VERB
ertr-123	66	64	-	-	NOUN
ertr-123	66	65	balance	balance	NOUN
ertr-123	66	66	destination	destination	NOUN
ertr-123	66	67	image	image	NOUN
ertr-123	66	68	results	result	VERB
ertr-123	66	69	accordingly	accordingly	ADV
ertr-123	66	70	.	.	PUNCT
ertr-123	67	1	as	as	ADP
ertr-123	67	2	future	future	ADJ
ertr-123	67	3	work	work	NOUN
ertr-123	67	4	,	,	PUNCT
ertr-123	67	5	we	we	PRON
ertr-123	67	6	will	will	AUX
ertr-123	67	7	further	far	ADV
ertr-123	67	8	annotate	annotate	VERB
ertr-123	67	9	destination	destination	NOUN
ertr-123	67	10	images	image	NOUN
ertr-123	67	11	and	and	CCONJ
ertr-123	67	12	evaluate	evaluate	VERB
ertr-123	67	13	with	with	ADP
ertr-123	67	14	an	an	DET
ertr-123	67	15	ever	ever	ADV
ertr-123	67	16	larger	large	ADJ
ertr-123	67	17	dataset	dataset	NOUN
ertr-123	67	18	.	.	PUNCT
ertr-123	68	1	this	this	DET
ertr-123	68	2	initial	initial	ADJ
ertr-123	68	3	experiment	experiment	NOUN
ertr-123	68	4	has	have	AUX
ertr-123	68	5	indicated	indicate	VERB
ertr-123	68	6	that	that	SCONJ
ertr-123	68	7	image	image	NOUN
ertr-123	68	8	annotation	annotation	NOUN
ertr-123	68	9	services	service	NOUN
ertr-123	68	10	need	need	VERB
ertr-123	68	11	to	to	PART
ertr-123	68	12	be	be	AUX
ertr-123	68	13	trained	train	VERB
ertr-123	68	14	specifically	specifically	ADV
ertr-123	68	15	for	for	ADP
ertr-123	68	16	the	the	DET
ertr-123	68	17	use	use	NOUN
ertr-123	68	18	case	case	NOUN
ertr-123	68	19	of	of	ADP
ertr-123	68	20	destination	destination	NOUN
ertr-123	68	21	image	image	NOUN
ertr-123	68	22	measurement	measurement	NOUN
ertr-123	68	23	.	.	PUNCT
ertr-123	69	1	we	we	PRON
ertr-123	69	2	can	can	AUX
ertr-123	69	3	use	use	VERB
ertr-123	69	4	our	our	PRON
ertr-123	69	5	reference	reference	NOUN
ertr-123	69	6	categories	category	NOUN
ertr-123	69	7	in	in	ADP
ertr-123	69	8	creating	create	VERB
ertr-123	69	9	an	an	DET
ertr-123	69	10	appropriate	appropriate	ADJ
ertr-123	69	11	training	training	NOUN
ertr-123	69	12	dataset	dataset	NOUN
ertr-123	69	13	.	.	PUNCT
ertr-123	70	1	watson	watson	PROPN
ertr-123	70	2	’s	’s	PART
ertr-123	70	3	visual	visual	ADJ
ertr-123	70	4	recognition	recognition	NOUN
ertr-123	70	5	service	service	NOUN
ertr-123	70	6	can	can	AUX
ertr-123	70	7	be	be	AUX
ertr-123	70	8	extended	extend	VERB
ertr-123	70	9	by	by	ADP
ertr-123	70	10	custom	custom	NOUN
ertr-123	70	11	image	image	NOUN
ertr-123	70	12	classifiers	classifier	NOUN
ertr-123	70	13	,	,	PUNCT
ertr-123	70	14	providing	provide	VERB
ertr-123	70	15	us	we	PRON
ertr-123	70	16	an	an	DET
ertr-123	70	17	opportunity	opportunity	NOUN
ertr-123	70	18	to	to	PART
ertr-123	70	19	train	train	VERB
ertr-123	70	20	our	our	PRON
ertr-123	70	21	own	own	ADJ
ertr-123	70	22	service	service	NOUN
ertr-123	70	23	for	for	ADP
ertr-123	70	24	the	the	DET
ertr-123	70	25	tourism	tourism	NOUN
ertr-123	70	26	domain	domain	NOUN
ertr-123	70	27	.	.	PUNCT
ertr-123	71	1	we	we	PRON
ertr-123	71	2	can	can	AUX
ertr-123	71	3	benchmark	benchmark	VERB
ertr-123	71	4	such	such	DET
ertr-123	71	5	a	a	DET
ertr-123	71	6	tourism	tourism	NOUN
ertr-123	71	7	-	-	PUNCT
ertr-123	71	8	specific	specific	ADJ
ertr-123	71	9	image	image	NOUN
ertr-123	71	10	annotation	annotation	NOUN
ertr-123	71	11	service	service	NOUN
ertr-123	71	12	against	against	ADP
ertr-123	71	13	the	the	DET
ertr-123	71	14	baseline	baseline	NOUN
ertr-123	71	15	evaluations	evaluation	NOUN
ertr-123	71	16	in	in	ADP
ertr-123	71	17	this	this	DET
ertr-123	71	18	paper	paper	NOUN
ertr-123	71	19	to	to	PART
ertr-123	71	20	show	show	VERB
ertr-123	71	21	if	if	SCONJ
ertr-123	71	22	a	a	DET
ertr-123	71	23	better	well	ADJ
ertr-123	71	24	solution	solution	NOUN
ertr-123	71	25	than	than	ADP
ertr-123	71	26	the	the	DET
ertr-123	71	27	state	state	NOUN
ertr-123	71	28	of	of	ADP
ertr-123	71	29	the	the	DET
ertr-123	71	30	art	art	NOUN
ertr-123	71	31	off	off	ADP
ertr-123	71	32	-	-	PUNCT
ertr-123	71	33	the	the	DET
ertr-123	71	34	-	-	PUNCT
ertr-123	71	35	shelf	shelf	NOUN
ertr-123	71	36	services	service	NOUN
ertr-123	71	37	can	can	AUX
ertr-123	71	38	be	be	AUX
ertr-123	71	39	provided	provide	VERB
ertr-123	71	40	for	for	ADP
ertr-123	71	41	touristic	touristic	ADJ
ertr-123	71	42	destination	destination	NOUN
ertr-123	71	43	image	image	NOUN
ertr-123	71	44	measurement	measurement	NOUN
ertr-123	71	45	from	from	ADP
ertr-123	71	46	multimedia	multimedia	NOUN
ertr-123	71	47	content	content	NOUN
ertr-123	71	48	.	.	PUNCT
ertr-123	72	1	as	as	SCONJ
ertr-123	72	2	both	both	DET
ertr-123	72	3	providers	provider	NOUN
ertr-123	72	4	and	and	CCONJ
ertr-123	72	5	consumers	consumer	NOUN
ertr-123	72	6	of	of	ADP
ertr-123	72	7	destination	destination	NOUN
ertr-123	72	8	information	information	NOUN
ertr-123	72	9	use	use	VERB
ertr-123	72	10	more	more	ADJ
ertr-123	72	11	image	image	NOUN
ertr-123	72	12	and	and	CCONJ
ertr-123	72	13	video	video	NOUN
ertr-123	72	14	content	content	NOUN
ertr-123	72	15	,	,	PUNCT
ertr-123	72	16	useful	useful	ADJ
ertr-123	72	17	services	service	NOUN
ertr-123	72	18	for	for	ADP
ertr-123	72	19	touristic	touristic	ADJ
ertr-123	72	20	multimedia	multimedia	NOUN
ertr-123	72	21	annotation	annotation	NOUN
ertr-123	72	22	will	will	AUX
ertr-123	72	23	be	be	AUX
ertr-123	72	24	vital	vital	ADJ
ertr-123	72	25	for	for	ADP
ertr-123	72	26	accurate	accurate	ADJ
ertr-123	72	27	tourism	tourism	NOUN
ertr-123	72	28	intelligence	intelligence	NOUN
ertr-123	72	29	in	in	ADP
ertr-123	72	30	the	the	DET
ertr-123	72	31	future	future	NOUN
ertr-123	72	32	.	.	PUNCT
ertr-123	73	1	references	reference	NOUN
ertr-123	73	2	beerli	beerli	PROPN
ertr-123	73	3	,	,	PUNCT
ertr-123	73	4	a.	a.	NOUN
ertr-123	73	5	&	&	CCONJ
ertr-123	73	6	martín	martín	PROPN
ertr-123	73	7	,	,	PUNCT
ertr-123	73	8	j.d	j.d	PROPN
ertr-123	73	9	.	.	PROPN
ertr-123	73	10	(	(	PUNCT
ertr-123	73	11	2004	2004	NUM
ertr-123	73	12	)	)	PUNCT
ertr-123	73	13	.	.	PUNCT
ertr-123	74	1	factors	factor	NOUN
ertr-123	74	2	influencing	influence	VERB
ertr-123	74	3	destination	destination	NOUN
ertr-123	74	4	image	image	NOUN
ertr-123	74	5	.	.	PUNCT
ertr-123	75	1	annals	annal	NOUN
ertr-123	75	2	of	of	ADP
ertr-123	75	3	tourism	tourism	NOUN
ertr-123	75	4	research	research	NOUN
ertr-123	75	5	,	,	PUNCT
ertr-123	75	6	31(3	31(3	NUM
ertr-123	75	7	)	)	PUNCT
ertr-123	75	8	,	,	PUNCT
ertr-123	75	9	pp	pp	ADJ
ertr-123	75	10	.	.	PUNCT
ertr-123	76	1	657	657	NUM
ertr-123	76	2	-	-	SYM
ertr-123	76	3	681	681	NUM
ertr-123	76	4	.	.	PUNCT
ertr-123	77	1	fatanti	fatanti	PROPN
ertr-123	77	2	,	,	PUNCT
ertr-123	77	3	m.n	m.n	PROPN
ertr-123	77	4	.	.	PROPN
ertr-123	77	5	&	&	CCONJ
ertr-123	77	6	suyadnya	suyadnya	PROPN
ertr-123	77	7	,	,	PUNCT
ertr-123	77	8	i.w	i.w	PROPN
ertr-123	77	9	.	.	PROPN
ertr-123	77	10	,	,	PUNCT
ertr-123	77	11	(	(	PUNCT
ertr-123	77	12	2015	2015	NUM
ertr-123	77	13	)	)	PUNCT
ertr-123	77	14	.	.	PUNCT
ertr-123	78	1	beyond	beyond	ADP
ertr-123	78	2	user	user	NOUN
ertr-123	78	3	gaze	gaze	NOUN
ertr-123	78	4	:	:	PUNCT
ertr-123	78	5	how	how	SCONJ
ertr-123	78	6	instagram	instagram	PROPN
ertr-123	78	7	creates	create	VERB
ertr-123	78	8	tourism	tourism	NOUN
ertr-123	78	9	destination	destination	NOUN
ertr-123	78	10	brand	brand	NOUN
ertr-123	78	11	?	?	PUNCT
ertr-123	79	1	procedia	procedia	NOUN
ertr-123	79	2	–	–	PUNCT
ertr-123	79	3	social	social	ADJ
ertr-123	79	4	and	and	CCONJ
ertr-123	79	5	behavioral	behavioral	ADJ
ertr-123	79	6	sciences	science	NOUN
ertr-123	79	7	,	,	PUNCT
ertr-123	79	8	211	211	NUM
ertr-123	79	9	,	,	PUNCT
ertr-123	79	10	pp	pp	ADJ
ertr-123	79	11	.	.	PUNCT
ertr-123	80	1	1089	1089	NUM
ertr-123	80	2	-	-	SYM
ertr-123	80	3	1095	1095	NUM
ertr-123	80	4	.	.	PUNCT
ertr-123	81	1	hanan	hanan	PROPN
ertr-123	81	2	,	,	PUNCT
ertr-123	81	3	h.	h.	PROPN
ertr-123	81	4	,	,	PUNCT
ertr-123	81	5	putit	putit	PROPN
ertr-123	81	6	,	,	PUNCT
ertr-123	81	7	n.	n.	NOUN
ertr-123	81	8	,	,	PUNCT
ertr-123	81	9	(	(	PUNCT
ertr-123	81	10	2014	2014	NUM
ertr-123	81	11	)	)	PUNCT
ertr-123	81	12	.	.	PUNCT
ertr-123	82	1	express	express	VERB
ertr-123	82	2	marketing	marketing	NOUN
ertr-123	82	3	of	of	ADP
ertr-123	82	4	tourism	tourism	NOUN
ertr-123	82	5	destinations	destination	NOUN
ertr-123	82	6	using	use	VERB
ertr-123	82	7	instagram	instagram	PROPN
ertr-123	82	8	in	in	ADP
ertr-123	82	9	social	social	ADJ
ertr-123	82	10	media	medium	NOUN
ertr-123	82	11	networking	networking	NOUN
ertr-123	82	12	.	.	PUNCT
ertr-123	83	1	in	in	ADP
ertr-123	83	2	hospitality	hospitality	NOUN
ertr-123	83	3	and	and	CCONJ
ertr-123	83	4	tourism	tourism	NOUN
ertr-123	83	5	:	:	PUNCT
ertr-123	83	6	synergizing	synergize	VERB
ertr-123	83	7	creativity	creativity	NOUN
ertr-123	83	8	and	and	CCONJ
ertr-123	83	9	innovation	innovation	NOUN
ertr-123	83	10	in	in	ADP
ertr-123	83	11	research	research	NOUN
ertr-123	83	12	,	,	PUNCT
ertr-123	83	13	pp	pp	PROPN
ertr-123	83	14	.	.	PUNCT
ertr-123	83	15	471	471	NUM
ertr-123	83	16	-	-	PUNCT
ertr-123	83	17	474	474	NUM
ertr-123	83	18	.	.	PUNCT
ertr-123	84	1	nixon	nixon	PROPN
ertr-123	84	2	,	,	PUNCT
ertr-123	84	3	l.	l.	PROPN
ertr-123	84	4	,	,	PUNCT
ertr-123	84	5	popova	popova	PROPN
ertr-123	84	6	,	,	PUNCT
ertr-123	84	7	a.	a.	NOUN
ertr-123	84	8	and	and	CCONJ
ertr-123	84	9	önder	önder	NOUN
ertr-123	84	10	,	,	PUNCT
ertr-123	84	11	i.	i.	NOUN
ertr-123	84	12	(	(	PUNCT
ertr-123	84	13	2017	2017	NUM
ertr-123	84	14	)	)	PUNCT
ertr-123	84	15	.	.	PUNCT
ertr-123	85	1	“	"	PUNCT
ertr-123	85	2	how	how	SCONJ
ertr-123	85	3	instagram	instagram	PROPN
ertr-123	85	4	influences	influence	VERB
ertr-123	85	5	visual	visual	ADJ
ertr-123	85	6	destination	destination	NOUN
ertr-123	85	7	image	image	NOUN
ertr-123	85	8	:	:	PUNCT
ertr-123	85	9	a	a	DET
ertr-123	85	10	case	case	NOUN
ertr-123	85	11	study	study	NOUN
ertr-123	85	12	of	of	ADP
ertr-123	85	13	jordan	jordan	PROPN
ertr-123	85	14	and	and	CCONJ
ertr-123	85	15	costa	costa	PROPN
ertr-123	85	16	rica	rica	PROPN
ertr-123	85	17	”	"	PUNCT
ertr-123	85	18	,	,	PUNCT
ertr-123	85	19	enter2017	enter2017	ADP
ertr-123	85	20	etourism	etourism	NOUN
ertr-123	85	21	conference	conference	NOUN
ertr-123	85	22	,	,	PUNCT
ertr-123	85	23	rome	rome	PROPN
ertr-123	85	24	,	,	PUNCT
ertr-123	85	25	italy	italy	PROPN
ertr-123	85	26	stepchenkova	stepchenkova	PROPN
ertr-123	85	27	,	,	PUNCT
ertr-123	85	28	s.	s.	PROPN
ertr-123	85	29	,	,	PUNCT
ertr-123	85	30	li	li	PROPN
ertr-123	85	31	,	,	PUNCT
ertr-123	85	32	x.	x.	NOUN
ertr-123	85	33	,	,	PUNCT
ertr-123	85	34	(	(	PUNCT
ertr-123	85	35	2012	2012	NUM
ertr-123	85	36	)	)	PUNCT
ertr-123	85	37	.	.	PUNCT
ertr-123	86	1	chinese	chinese	ADJ
ertr-123	86	2	outbound	outbound	PROPN
ertr-123	86	3	tourists	tourist	NOUN
ertr-123	86	4	’	’	PART
ertr-123	86	5	destination	destination	NOUN
ertr-123	86	6	image	image	NOUN
ertr-123	86	7	of	of	ADP
ertr-123	86	8	america	america	PROPN
ertr-123	86	9	:	:	PUNCT
ertr-123	86	10	part	part	PROPN
ertr-123	86	11	ii	ii	PROPN
ertr-123	86	12	.	.	PROPN
ertr-123	86	13	journal	journal	PROPN
ertr-123	86	14	of	of	ADP
ertr-123	86	15	travel	travel	NOUN
ertr-123	86	16	research	research	NOUN
ertr-123	86	17	,	,	PUNCT
ertr-123	86	18	6	6	NUM
ertr-123	86	19	,	,	PUNCT
ertr-123	86	20	pp	pp	ADJ
ertr-123	86	21	.	.	PUNCT
ertr-123	87	1	687	687	NUM
ertr-123	87	2	-	-	SYM
ertr-123	87	3	703	703	NUM
ertr-123	87	4	.	.	PUNCT
ertr-123	88	1	stepchenkova	stepchenkova	PROPN
ertr-123	88	2	,	,	PUNCT
ertr-123	88	3	s.	s.	PROPN
ertr-123	88	4	,	,	PUNCT
ertr-123	88	5	zhan	zhan	PROPN
ertr-123	88	6	,	,	PUNCT
ertr-123	88	7	f.	f.	PROPN
ertr-123	88	8	(	(	PUNCT
ertr-123	88	9	2013	2013	NUM
ertr-123	88	10	)	)	PUNCT
ertr-123	88	11	.	.	PUNCT
ertr-123	89	1	visual	visual	ADJ
ertr-123	89	2	destination	destination	NOUN
ertr-123	89	3	images	image	NOUN
ertr-123	89	4	of	of	ADP
ertr-123	89	5	peru	peru	PROPN
ertr-123	89	6	:	:	PUNCT
ertr-123	89	7	comparative	comparative	ADJ
ertr-123	89	8	content	content	NOUN
ertr-123	89	9	analysis	analysis	NOUN
ertr-123	89	10	of	of	ADP
ertr-123	89	11	dmo	dmo	PROPN
ertr-123	89	12	and	and	CCONJ
ertr-123	89	13	user	user	NOUN
ertr-123	89	14	-	-	PUNCT
ertr-123	89	15	generated	generate	VERB
ertr-123	89	16	photography	photography	NOUN
ertr-123	89	17	.	.	PUNCT
ertr-123	90	1	tourism	tourism	NOUN
ertr-123	90	2	management	management	NOUN
ertr-123	90	3	.	.	PUNCT
ertr-123	91	1	36	36	NUM
ertr-123	91	2	.	.	PUNCT
ertr-123	92	1	pp	pp	ADJ
ertr-123	92	2	.	.	PUNCT
ertr-123	93	1	590601	590601	NUM
ertr-123	93	2	.	.	PUNCT
ertr-123	94	1	stepchenkova	stepchenkova	PROPN
ertr-123	94	2	,	,	PUNCT
ertr-123	94	3	s.	s.	PROPN
ertr-123	94	4	,	,	PUNCT
ertr-123	94	5	li	li	PROPN
ertr-123	94	6	,	,	PUNCT
ertr-123	94	7	x.	x.	NOUN
ertr-123	94	8	,	,	PUNCT
ertr-123	94	9	(	(	PUNCT
ertr-123	94	10	2014	2014	NUM
ertr-123	94	11	)	)	PUNCT
ertr-123	94	12	.	.	PUNCT
ertr-123	95	1	destination	destination	NOUN
ertr-123	95	2	image	image	NOUN
ertr-123	95	3	:	:	PUNCT
ertr-123	95	4	do	do	AUX
ertr-123	95	5	top	top	VERB
ertr-123	95	6	-	-	PUNCT
ertr-123	95	7	of	of	ADP
ertr-123	95	8	-	-	PUNCT
ertr-123	95	9	mind	mind	NOUN
ertr-123	95	10	associations	association	NOUN
ertr-123	95	11	say	say	VERB
ertr-123	95	12	it	it	PRON
ertr-123	95	13	all	all	PRON
ertr-123	95	14	?	?	PUNCT
ertr-123	96	1	annals	annal	NOUN
ertr-123	96	2	of	of	ADP
ertr-123	96	3	tourism	tourism	NOUN
ertr-123	96	4	research	research	NOUN
ertr-123	96	5	,	,	PUNCT
ertr-123	96	6	45	45	NUM
ertr-123	96	7	,	,	PUNCT
ertr-123	96	8	pp	pp	ADJ
ertr-123	96	9	.	.	PUNCT
ertr-123	97	1	46	46	NUM
ertr-123	97	2	-	-	SYM
ertr-123	97	3	62	62	NUM
ertr-123	97	4	xiang	xiang	PROPN
ertr-123	97	5	,	,	PUNCT
ertr-123	97	6	z.	z.	PROPN
ertr-123	97	7	,	,	PUNCT
ertr-123	97	8	gretzel	gretzel	ADJ
ertr-123	97	9	,	,	PUNCT
ertr-123	97	10	u.	u.	PROPN
ertr-123	97	11	,	,	PUNCT
ertr-123	97	12	(	(	PUNCT
ertr-123	97	13	2010	2010	NUM
ertr-123	97	14	)	)	PUNCT
ertr-123	97	15	.	.	PUNCT
ertr-123	98	1	role	role	NOUN
ertr-123	98	2	of	of	ADP
ertr-123	98	3	social	social	ADJ
ertr-123	98	4	media	medium	NOUN
ertr-123	98	5	in	in	ADP
ertr-123	98	6	online	online	ADJ
ertr-123	98	7	travel	travel	NOUN
ertr-123	98	8	information	information	NOUN
ertr-123	98	9	search	search	NOUN
ertr-123	98	10	.	.	PUNCT
ertr-123	99	1	tourism	tourism	NOUN
ertr-123	99	2	management	management	NOUN
ertr-123	99	3	,	,	PUNCT
ertr-123	99	4	31	31	NUM
ertr-123	99	5	,	,	PUNCT
ertr-123	99	6	pp.179	pp.179	NOUN
ertr-123	99	7	-	-	PUNCT
ertr-123	99	8	188	188	NUM
ertr-123	99	9	acknowledgements	acknowledgement	NOUN
ertr-123	99	10	the	the	DET
ertr-123	99	11	author	author	NOUN
ertr-123	99	12	thanks	thank	NOUN
ertr-123	99	13	vasileios	vasileio	NOUN
ertr-123	99	14	mezaris	mezaris	PROPN
ertr-123	99	15	,	,	PUNCT
ertr-123	99	16	evlampios	evlampio	NOUN
ertr-123	99	17	apostolidis	apostolidis	ADV
ertr-123	99	18	and	and	CCONJ
ertr-123	99	19	konstantinos	konstantinos	PROPN
ertr-123	99	20	apostolidis	apostolidis	VERB
ertr-123	99	21	for	for	ADP
ertr-123	99	22	access	access	NOUN
ertr-123	99	23	to	to	ADP
ertr-123	99	24	and	and	CCONJ
ertr-123	99	25	support	support	VERB
ertr-123	99	26	with	with	ADP
ertr-123	99	27	the	the	DET
ertr-123	99	28	certh	certh	NOUN
ertr-123	99	29	image	image	NOUN
ertr-123	99	30	concept	concept	NOUN
ertr-123	99	31	detection	detection	NOUN
ertr-123	99	32	service	service	NOUN
ertr-123	99	33	.	.	PUNCT