id	sid	tid	token	lemma	pos
ertr-234	1	1	e	e	X
ertr-234	1	2	-	-	NOUN
ertr-234	1	3	review	review	NOUN
ertr-234	1	4	of	of	ADP
ertr-234	1	5	tourism	tourism	NOUN
ertr-234	1	6	research	research	NOUN
ertr-234	1	7	(	(	PUNCT
ertr-234	1	8	ertr	ertr	NOUN
ertr-234	1	9	)	)	PUNCT
ertr-234	1	10	,	,	PUNCT
ertr-234	1	11	vol	vol	NOUN
ertr-234	1	12	.	.	PROPN
ertr-234	1	13	15	15	NUM
ertr-234	1	14	,	,	PUNCT
ertr-234	1	15	no	no	INTJ
ertr-234	1	16	.	.	NOUN
ertr-234	1	17	4/5	4/5	NUM
ertr-234	1	18	(	(	PUNCT
ertr-234	1	19	2018	2018	NUM
ertr-234	1	20	)	)	PUNCT
ertr-234	1	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	1	22	404	404	NUM
ertr-234	1	23	peter	peter	PROPN
ertr-234	1	24	fieger	fieger	PROPN
ertr-234	1	25	university	university	PROPN
ertr-234	1	26	of	of	ADP
ertr-234	1	27	new	new	PROPN
ertr-234	1	28	england	england	PROPN
ertr-234	1	29	,	,	PUNCT
ertr-234	1	30	australia	australia	PROPN
ertr-234	1	31	john	john	PROPN
ertr-234	1	32	rice	rice	PROPN
ertr-234	1	33	zayed	zayed	PROPN
ertr-234	1	34	university	university	PROPN
ertr-234	1	35	,	,	PUNCT
ertr-234	1	36	united	united	PROPN
ertr-234	1	37	arab	arab	PROPN
ertr-234	1	38	emirates	emirates	PROPN
ertr-234	1	39	modeling	model	VERB
ertr-234	1	40	chinese	chinese	PROPN
ertr-234	1	41	inbound	inbound	PROPN
ertr-234	1	42	tourism	tourism	NOUN
ertr-234	1	43	arrivals	arrival	NOUN
ertr-234	1	44	into	into	ADP
ertr-234	1	45	christchurch	christchurch	PROPN
ertr-234	1	46	new	new	ADJ
ertr-234	1	47	data	datum	NOUN
ertr-234	1	48	and	and	CCONJ
ertr-234	1	49	modeling	modeling	NOUN
ertr-234	1	50	approaches	approach	NOUN
ertr-234	1	51	are	be	AUX
ertr-234	1	52	improving	improve	VERB
ertr-234	1	53	the	the	DET
ertr-234	1	54	usefulness	usefulness	NOUN
ertr-234	1	55	of	of	ADP
ertr-234	1	56	internet	internet	NOUN
ertr-234	1	57	search	search	NOUN
ertr-234	1	58	data	datum	NOUN
ertr-234	1	59	for	for	ADP
ertr-234	1	60	forecasting	forecast	VERB
ertr-234	1	61	inbound	inbound	ADJ
ertr-234	1	62	tourist	tourist	NOUN
ertr-234	1	63	arrivals	arrival	NOUN
ertr-234	1	64	.	.	PUNCT
ertr-234	2	1	previous	previous	ADJ
ertr-234	2	2	research	research	NOUN
ertr-234	2	3	has	have	AUX
ertr-234	2	4	focused	focus	VERB
ertr-234	2	5	on	on	ADP
ertr-234	2	6	google	google	PROPN
ertr-234	2	7	trends	trend	NOUN
ertr-234	2	8	as	as	ADP
ertr-234	2	9	a	a	DET
ertr-234	2	10	source	source	NOUN
ertr-234	2	11	of	of	ADP
ertr-234	2	12	search	search	NOUN
ertr-234	2	13	data	datum	NOUN
ertr-234	2	14	to	to	PART
ertr-234	2	15	augment	augment	VERB
ertr-234	2	16	tourism	tourism	NOUN
ertr-234	2	17	forecasting	forecasting	NOUN
ertr-234	2	18	capabilities	capability	NOUN
ertr-234	2	19	.	.	PUNCT
ertr-234	3	1	in	in	ADP
ertr-234	3	2	the	the	DET
ertr-234	3	3	context	context	NOUN
ertr-234	3	4	of	of	ADP
ertr-234	3	5	rapidly	rapidly	ADV
ertr-234	3	6	increasing	increase	VERB
ertr-234	3	7	chinese	chinese	ADJ
ertr-234	3	8	outbound	outbound	NOUN
ertr-234	3	9	tourism	tourism	NOUN
ertr-234	3	10	google	google	PROPN
ertr-234	3	11	data	data	PROPN
ertr-234	3	12	lacks	lack	VERB
ertr-234	3	13	the	the	DET
ertr-234	3	14	market	market	NOUN
ertr-234	3	15	penetration	penetration	NOUN
ertr-234	3	16	in	in	ADP
ertr-234	3	17	china	china	PROPN
ertr-234	3	18	to	to	PART
ertr-234	3	19	produce	produce	VERB
ertr-234	3	20	reliable	reliable	ADJ
ertr-234	3	21	auxiliary	auxiliary	ADJ
ertr-234	3	22	data	datum	NOUN
ertr-234	3	23	for	for	ADP
ertr-234	3	24	tourism	tourism	NOUN
ertr-234	3	25	forecasting	forecasting	NOUN
ertr-234	3	26	.	.	PUNCT
ertr-234	4	1	this	this	DET
ertr-234	4	2	short	short	ADJ
ertr-234	4	3	paper	paper	NOUN
ertr-234	4	4	provides	provide	VERB
ertr-234	4	5	evidence	evidence	NOUN
ertr-234	4	6	of	of	ADP
ertr-234	4	7	the	the	DET
ertr-234	4	8	usefulness	usefulness	NOUN
ertr-234	4	9	of	of	ADP
ertr-234	4	10	baidu	baidu	NOUN
ertr-234	4	11	search	search	NOUN
ertr-234	4	12	data	datum	NOUN
ertr-234	4	13	in	in	ADP
ertr-234	4	14	predicting	predict	VERB
ertr-234	4	15	chinese	chinese	ADJ
ertr-234	4	16	inbound	inbound	ADJ
ertr-234	4	17	tourist	tourist	NOUN
ertr-234	4	18	arrivals	arrival	NOUN
ertr-234	4	19	into	into	ADP
ertr-234	4	20	a	a	DET
ertr-234	4	21	specific	specific	ADJ
ertr-234	4	22	region	region	NOUN
ertr-234	4	23	in	in	ADP
ertr-234	4	24	new	new	PROPN
ertr-234	4	25	zealand	zealand	PROPN
ertr-234	4	26	.	.	PUNCT
ertr-234	5	1	it	it	PRON
ertr-234	5	2	also	also	ADV
ertr-234	5	3	compares	compare	VERB
ertr-234	5	4	three	three	NUM
ertr-234	5	5	modeling	modeling	NOUN
ertr-234	5	6	approaches	approach	NOUN
ertr-234	5	7	,	,	PUNCT
ertr-234	5	8	finding	find	VERB
ertr-234	5	9	a	a	DET
ertr-234	5	10	vector	vector	NOUN
ertr-234	5	11	autoregressive	autoregressive	ADJ
ertr-234	5	12	approach	approach	NOUN
ertr-234	5	13	the	the	DET
ertr-234	5	14	most	most	ADV
ertr-234	5	15	useful	useful	ADJ
ertr-234	5	16	.	.	PUNCT
ertr-234	6	1	key	key	ADJ
ertr-234	6	2	words	word	NOUN
ertr-234	6	3	:	:	PUNCT
ertr-234	6	4	forecasting	forecasting	NOUN
ertr-234	6	5	,	,	PUNCT
ertr-234	6	6	outbound	outbound	ADJ
ertr-234	6	7	tourism	tourism	NOUN
ertr-234	6	8	,	,	PUNCT
ertr-234	6	9	china	china	PROPN
ertr-234	6	10	,	,	PUNCT
ertr-234	6	11	new	new	PROPN
ertr-234	6	12	zealand	zealand	PROPN
ertr-234	6	13	,	,	PUNCT
ertr-234	6	14	internet	internet	NOUN
ertr-234	6	15	search	search	NOUN
ertr-234	6	16	data	datum	NOUN
ertr-234	6	17	,	,	PUNCT
ertr-234	6	18	modelling	modelling	NOUN
ertr-234	6	19	,	,	PUNCT
ertr-234	6	20	baidu	baidu	PROPN
ertr-234	6	21	peter	peter	PROPN
ertr-234	6	22	fieger	fieger	PROPN
ertr-234	6	23	business	business	PROPN
ertr-234	6	24	school	school	PROPN
ertr-234	6	25	university	university	PROPN
ertr-234	6	26	of	of	ADP
ertr-234	6	27	new	new	PROPN
ertr-234	6	28	england	england	PROPN
ertr-234	6	29	armidale	armidale	PROPN
ertr-234	6	30	,	,	PUNCT
ertr-234	6	31	nsw	nsw	PROPN
ertr-234	6	32	australia	australia	PROPN
ertr-234	6	33	phone	phone	NOUN
ertr-234	6	34	:	:	PUNCT
ertr-234	7	1	[	[	X
ertr-234	7	2	61	61	NUM
ertr-234	7	3	]	]	SYM
ertr-234	7	4	2	2	NUM
ertr-234	7	5	6773	6773	NUM
ertr-234	7	6	3333	3333	NUM
ertr-234	7	7	email	email	NOUN
ertr-234	7	8	:	:	PUNCT
ertr-234	7	9	pfieger2@une.edu.au	pfieger2@une.edu.au	X
ertr-234	7	10	john	john	PROPN
ertr-234	7	11	rice	rice	PROPN
ertr-234	7	12	college	college	PROPN
ertr-234	7	13	of	of	ADP
ertr-234	7	14	business	business	PROPN
ertr-234	7	15	zayed	zayed	PROPN
ertr-234	7	16	university	university	PROPN
ertr-234	7	17	po	po	PROPN
ertr-234	7	18	box	box	PROPN
ertr-234	7	19	144	144	NUM
ertr-234	7	20	534	534	NUM
ertr-234	7	21	abu	abu	PROPN
ertr-234	7	22	dhabi	dhabi	PROPN
ertr-234	7	23	u.a.e	u.a.e	PROPN
ertr-234	7	24	.	.	PUNCT
ertr-234	7	25	phone	phone	NOUN
ertr-234	7	26	:	:	PUNCT
ertr-234	8	1	[	[	X
ertr-234	8	2	971	971	NUM
ertr-234	8	3	]	]	SYM
ertr-234	8	4	2	2	NUM
ertr-234	8	5	599	599	NUM
ertr-234	8	6	3213	3213	NUM
ertr-234	8	7	email	email	NOUN
ertr-234	8	8	:	:	PUNCT
ertr-234	8	9	john.rice@zu.ac.ae	john.rice@zu.ac.ae	PROPN
ertr-234	8	10	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	8	11	mailto:pfieger2@une.edu.au	mailto:pfieger2@une.edu.au	PROPN
ertr-234	8	12	mailto:john.rice@zu.ac.ae	mailto:john.rice@zu.ac.ae	NOUN
ertr-234	8	13	e	e	NOUN
ertr-234	8	14	-	-	NOUN
ertr-234	8	15	review	review	NOUN
ertr-234	8	16	of	of	ADP
ertr-234	8	17	tourism	tourism	NOUN
ertr-234	8	18	research	research	NOUN
ertr-234	8	19	(	(	PUNCT
ertr-234	8	20	ertr	ertr	NOUN
ertr-234	8	21	)	)	PUNCT
ertr-234	8	22	,	,	PUNCT
ertr-234	8	23	vol	vol	NOUN
ertr-234	8	24	.	.	PROPN
ertr-234	8	25	15	15	NUM
ertr-234	8	26	,	,	PUNCT
ertr-234	8	27	no	no	INTJ
ertr-234	8	28	.	.	NOUN
ertr-234	8	29	4/5	4/5	NUM
ertr-234	8	30	(	(	PUNCT
ertr-234	8	31	2018	2018	NUM
ertr-234	8	32	)	)	PUNCT
ertr-234	8	33	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	9	1	405	405	NUM
ertr-234	9	2	introduction	introduction	NOUN
ertr-234	9	3	the	the	DET
ertr-234	9	4	prediction	prediction	NOUN
ertr-234	9	5	of	of	ADP
ertr-234	9	6	future	future	ADJ
ertr-234	9	7	demand	demand	NOUN
ertr-234	9	8	is	be	AUX
ertr-234	9	9	important	important	ADJ
ertr-234	9	10	for	for	ADP
ertr-234	9	11	both	both	DET
ertr-234	9	12	tourism	tourism	NOUN
ertr-234	9	13	industry	industry	NOUN
ertr-234	9	14	stakeholders	stakeholder	NOUN
ertr-234	9	15	like	like	ADP
ertr-234	9	16	airlines	airline	NOUN
ertr-234	9	17	and	and	CCONJ
ertr-234	9	18	accommodation	accommodation	NOUN
ertr-234	9	19	providers	provider	NOUN
ertr-234	9	20	,	,	PUNCT
ertr-234	9	21	and	and	CCONJ
ertr-234	9	22	for	for	ADP
ertr-234	9	23	national	national	ADJ
ertr-234	9	24	policymakers	policymaker	NOUN
ertr-234	9	25	alike	alike	ADV
ertr-234	9	26	(	(	PUNCT
ertr-234	9	27	divisekera	divisekera	NOUN
ertr-234	9	28	and	and	CCONJ
ertr-234	9	29	deegan	deegan	PROPN
ertr-234	9	30	2010	2010	NUM
ertr-234	9	31	)	)	PUNCT
ertr-234	9	32	.	.	PUNCT
ertr-234	10	1	tourism	tourism	NOUN
ertr-234	10	2	,	,	PUNCT
ertr-234	10	3	as	as	ADP
ertr-234	10	4	an	an	DET
ertr-234	10	5	industry	industry	NOUN
ertr-234	10	6	,	,	PUNCT
ertr-234	10	7	can	can	AUX
ertr-234	10	8	be	be	AUX
ertr-234	10	9	both	both	CCONJ
ertr-234	10	10	cyclical	cyclical	ADJ
ertr-234	10	11	and	and	CCONJ
ertr-234	10	12	volatile	volatile	ADJ
ertr-234	10	13	.	.	PUNCT
ertr-234	11	1	major	major	ADJ
ertr-234	11	2	external	external	ADJ
ertr-234	11	3	shocks	shock	NOUN
ertr-234	11	4	(	(	PUNCT
ertr-234	11	5	natural	natural	ADJ
ertr-234	11	6	and	and	CCONJ
ertr-234	11	7	man	man	NOUN
ertr-234	11	8	-	-	PUNCT
ertr-234	11	9	made	make	VERB
ertr-234	11	10	)	)	PUNCT
ertr-234	11	11	can	can	AUX
ertr-234	11	12	result	result	VERB
ertr-234	11	13	in	in	ADP
ertr-234	11	14	significant	significant	ADJ
ertr-234	11	15	negative	negative	ADJ
ertr-234	11	16	demand	demand	NOUN
ertr-234	11	17	for	for	ADP
ertr-234	11	18	tourism	tourism	NOUN
ertr-234	11	19	services	service	NOUN
ertr-234	11	20	.	.	PUNCT
ertr-234	12	1	cyclicality	cyclicality	NOUN
ertr-234	12	2	can	can	AUX
ertr-234	12	3	relate	relate	VERB
ertr-234	12	4	to	to	ADP
ertr-234	12	5	seasons	season	NOUN
ertr-234	12	6	,	,	PUNCT
ertr-234	12	7	holiday	holiday	NOUN
ertr-234	12	8	times	time	NOUN
ertr-234	12	9	and	and	CCONJ
ertr-234	12	10	other	other	ADJ
ertr-234	12	11	factors	factor	NOUN
ertr-234	12	12	.	.	PUNCT
ertr-234	13	1	while	while	SCONJ
ertr-234	13	2	these	these	DET
ertr-234	13	3	factors	factor	NOUN
ertr-234	13	4	persist	persist	VERB
ertr-234	13	5	,	,	PUNCT
ertr-234	13	6	making	make	VERB
ertr-234	13	7	planning	plan	VERB
ertr-234	13	8	challenging	challenging	ADJ
ertr-234	13	9	,	,	PUNCT
ertr-234	13	10	globally	globally	ADV
ertr-234	13	11	overall	overall	ADJ
ertr-234	13	12	tourism	tourism	NOUN
ertr-234	13	13	demand	demand	NOUN
ertr-234	13	14	continues	continue	VERB
ertr-234	13	15	to	to	PART
ertr-234	13	16	grow	grow	VERB
ertr-234	13	17	.	.	PUNCT
ertr-234	14	1	outbound	outbound	ADJ
ertr-234	14	2	markets	market	NOUN
ertr-234	14	3	often	often	ADV
ertr-234	14	4	have	have	VERB
ertr-234	14	5	strong	strong	ADJ
ertr-234	14	6	preferences	preference	NOUN
ertr-234	14	7	for	for	ADP
ertr-234	14	8	certain	certain	ADJ
ertr-234	14	9	accommodation	accommodation	NOUN
ertr-234	14	10	and	and	CCONJ
ertr-234	14	11	experience	experience	NOUN
ertr-234	14	12	attributes	attribute	NOUN
ertr-234	14	13	,	,	PUNCT
ertr-234	14	14	making	make	VERB
ertr-234	14	15	an	an	DET
ertr-234	14	16	understanding	understanding	NOUN
ertr-234	14	17	of	of	ADP
ertr-234	14	18	future	future	ADJ
ertr-234	14	19	demand	demand	NOUN
ertr-234	14	20	from	from	ADP
ertr-234	14	21	key	key	ADJ
ertr-234	14	22	markets	market	NOUN
ertr-234	14	23	important	important	ADJ
ertr-234	14	24	(	(	PUNCT
ertr-234	14	25	razzaq	razzaq	PROPN
ertr-234	14	26	,	,	PUNCT
ertr-234	14	27	hall	hall	NOUN
ertr-234	14	28	and	and	CCONJ
ertr-234	14	29	prayag	prayag	PROPN
ertr-234	14	30	,	,	PUNCT
ertr-234	14	31	2016	2016	NUM
ertr-234	14	32	)	)	PUNCT
ertr-234	14	33	.	.	PUNCT
ertr-234	15	1	this	this	PRON
ertr-234	15	2	is	be	AUX
ertr-234	15	3	especially	especially	ADV
ertr-234	15	4	true	true	ADJ
ertr-234	15	5	from	from	ADP
ertr-234	15	6	emerging	emerge	VERB
ertr-234	15	7	source	source	NOUN
ertr-234	15	8	(	(	PUNCT
ertr-234	15	9	outbound	outbound	ADJ
ertr-234	15	10	)	)	PUNCT
ertr-234	15	11	countries	country	NOUN
ertr-234	15	12	like	like	ADP
ertr-234	15	13	china	china	PROPN
ertr-234	15	14	.	.	PUNCT
ertr-234	16	1	new	new	ADJ
ertr-234	16	2	analytical	analytical	ADJ
ertr-234	16	3	techniques	technique	NOUN
ertr-234	16	4	and	and	CCONJ
ertr-234	16	5	newly	newly	ADV
ertr-234	16	6	available	available	ADJ
ertr-234	16	7	data	datum	NOUN
ertr-234	16	8	sources	source	NOUN
ertr-234	16	9	have	have	AUX
ertr-234	16	10	assisted	assist	VERB
ertr-234	16	11	in	in	ADP
ertr-234	16	12	improving	improve	VERB
ertr-234	16	13	tourism	tourism	NOUN
ertr-234	16	14	forecasting	forecasting	NOUN
ertr-234	16	15	’s	’s	PART
ertr-234	16	16	predictive	predictive	ADJ
ertr-234	16	17	power	power	NOUN
ertr-234	16	18	(	(	PUNCT
ertr-234	16	19	for	for	ADP
ertr-234	16	20	example	example	NOUN
ertr-234	16	21	,	,	PUNCT
ertr-234	16	22	d'urso	d'urso	PROPN
ertr-234	16	23	et	et	PROPN
ertr-234	16	24	al	al	PROPN
ertr-234	16	25	.	.	PROPN
ertr-234	16	26	,	,	PUNCT
ertr-234	16	27	2015	2015	NUM
ertr-234	16	28	)	)	PUNCT
ertr-234	16	29	.	.	PUNCT
ertr-234	17	1	among	among	ADP
ertr-234	17	2	the	the	DET
ertr-234	17	3	most	most	ADV
ertr-234	17	4	important	important	ADJ
ertr-234	17	5	adjuncts	adjunct	NOUN
ertr-234	17	6	to	to	ADP
ertr-234	17	7	traditional	traditional	ADJ
ertr-234	17	8	predictive	predictive	ADJ
ertr-234	17	9	data	datum	NOUN
ertr-234	17	10	has	have	AUX
ertr-234	17	11	been	be	AUX
ertr-234	17	12	web	web	NOUN
ertr-234	17	13	search	search	NOUN
ertr-234	17	14	data	datum	NOUN
ertr-234	17	15	.	.	PUNCT
ertr-234	18	1	this	this	DET
ertr-234	18	2	data	data	NOUN
ertr-234	18	3	aggregates	aggregate	VERB
ertr-234	18	4	the	the	DET
ertr-234	18	5	use	use	NOUN
ertr-234	18	6	of	of	ADP
ertr-234	18	7	key	key	ADJ
ertr-234	18	8	search	search	NOUN
ertr-234	18	9	terms	term	NOUN
ertr-234	18	10	in	in	ADP
ertr-234	18	11	outbound	outbound	ADJ
ertr-234	18	12	market	market	NOUN
ertr-234	18	13	locations	location	NOUN
ertr-234	18	14	to	to	PART
ertr-234	18	15	better	well	ADV
ertr-234	18	16	predict	predict	VERB
ertr-234	18	17	inbound	inbound	ADJ
ertr-234	18	18	tourism	tourism	NOUN
ertr-234	18	19	demand	demand	NOUN
ertr-234	18	20	.	.	PUNCT
ertr-234	19	1	forecasting	forecasting	NOUN
ertr-234	19	2	visitor	visitor	NOUN
ertr-234	19	3	arrivals	arrival	NOUN
ertr-234	19	4	to	to	ADP
ertr-234	19	5	a	a	DET
ertr-234	19	6	destination	destination	NOUN
ertr-234	19	7	using	use	VERB
ertr-234	19	8	web	web	NOUN
ertr-234	19	9	search	search	NOUN
ertr-234	19	10	data	datum	NOUN
ertr-234	19	11	is	be	AUX
ertr-234	19	12	not	not	PART
ertr-234	19	13	new	new	ADJ
ertr-234	19	14	,	,	PUNCT
ertr-234	19	15	although	although	SCONJ
ertr-234	19	16	modeling	modeling	NOUN
ertr-234	19	17	advances	advance	NOUN
ertr-234	19	18	and	and	CCONJ
ertr-234	19	19	improved	improved	ADJ
ertr-234	19	20	data	datum	NOUN
ertr-234	19	21	availability	availability	NOUN
ertr-234	19	22	make	make	VERB
ertr-234	19	23	an	an	DET
ertr-234	19	24	assessment	assessment	NOUN
ertr-234	19	25	of	of	ADP
ertr-234	19	26	alternative	alternative	ADJ
ertr-234	19	27	modeling	modeling	NOUN
ertr-234	19	28	and	and	CCONJ
ertr-234	19	29	recently	recently	ADV
ertr-234	19	30	available	available	ADJ
ertr-234	19	31	data	data	NOUN
ertr-234	19	32	options	option	NOUN
ertr-234	19	33	a	a	DET
ertr-234	19	34	useful	useful	ADJ
ertr-234	19	35	exercise	exercise	NOUN
ertr-234	19	36	.	.	PUNCT
ertr-234	20	1	recent	recent	ADJ
ertr-234	20	2	research	research	NOUN
ertr-234	20	3	in	in	ADP
ertr-234	20	4	the	the	DET
ertr-234	20	5	inbound	inbound	ADJ
ertr-234	20	6	tourism	tourism	NOUN
ertr-234	20	7	forecasting	forecasting	NOUN
ertr-234	20	8	arena	arena	NOUN
ertr-234	20	9	has	have	AUX
ertr-234	20	10	emphasized	emphasize	VERB
ertr-234	20	11	the	the	DET
ertr-234	20	12	importance	importance	NOUN
ertr-234	20	13	of	of	ADP
ertr-234	20	14	both	both	CCONJ
ertr-234	20	15	push	push	VERB
ertr-234	20	16	and	and	CCONJ
ertr-234	20	17	pull	pull	VERB
ertr-234	20	18	factors	factor	NOUN
ertr-234	20	19	(	(	PUNCT
ertr-234	20	20	prayag	prayag	NOUN
ertr-234	20	21	and	and	CCONJ
ertr-234	20	22	soscia	soscia	PROPN
ertr-234	20	23	,	,	PUNCT
ertr-234	20	24	2016	2016	NUM
ertr-234	20	25	;	;	PUNCT
ertr-234	20	26	zhou	zhou	PROPN
ertr-234	20	27	-	-	PUNCT
ertr-234	20	28	grundy	grundy	PROPN
ertr-234	20	29	and	and	CCONJ
ertr-234	20	30	turner	turner	NOUN
ertr-234	20	31	,	,	PUNCT
ertr-234	20	32	2014	2014	NUM
ertr-234	20	33	)	)	PUNCT
ertr-234	20	34	–	–	PUNCT
ertr-234	20	35	push	push	VERB
ertr-234	20	36	in	in	ADP
ertr-234	20	37	relation	relation	NOUN
ertr-234	20	38	to	to	PART
ertr-234	20	39	source	source	VERB
ertr-234	20	40	country	country	NOUN
ertr-234	20	41	economic	economic	ADJ
ertr-234	20	42	factors	factor	NOUN
ertr-234	20	43	and	and	CCONJ
ertr-234	20	44	pull	pull	VERB
ertr-234	20	45	factors	factor	NOUN
ertr-234	20	46	in	in	ADP
ertr-234	20	47	relation	relation	NOUN
ertr-234	20	48	to	to	PART
ertr-234	20	49	recipient	recipient	NOUN
ertr-234	20	50	country	country	NOUN
ertr-234	20	51	infrastructure	infrastructure	NOUN
ertr-234	20	52	.	.	PUNCT
ertr-234	21	1	relatively	relatively	ADV
ertr-234	21	2	persistent	persistent	ADJ
ertr-234	21	3	factor	factor	NOUN
ertr-234	21	4	conditions	condition	NOUN
ertr-234	21	5	relating	relate	VERB
ertr-234	21	6	to	to	ADP
ertr-234	21	7	weather	weather	NOUN
ertr-234	21	8	and	and	CCONJ
ertr-234	21	9	natural	natural	ADJ
ertr-234	21	10	attractions	attraction	NOUN
ertr-234	21	11	also	also	ADV
ertr-234	21	12	play	play	VERB
ertr-234	21	13	a	a	DET
ertr-234	21	14	fundamental	fundamental	ADJ
ertr-234	21	15	role	role	NOUN
ertr-234	21	16	in	in	ADP
ertr-234	21	17	the	the	DET
ertr-234	21	18	emergence	emergence	NOUN
ertr-234	21	19	of	of	ADP
ertr-234	21	20	inbound	inbound	ADJ
ertr-234	21	21	tourism	tourism	NOUN
ertr-234	21	22	demand	demand	NOUN
ertr-234	21	23	.	.	PUNCT
ertr-234	22	1	developing	develop	VERB
ertr-234	22	2	better	well	ADJ
ertr-234	22	3	forecasting	forecasting	NOUN
ertr-234	22	4	models	model	NOUN
ertr-234	22	5	is	be	AUX
ertr-234	22	6	thus	thus	ADV
ertr-234	22	7	an	an	DET
ertr-234	22	8	important	important	ADJ
ertr-234	22	9	challenge	challenge	NOUN
ertr-234	22	10	with	with	ADP
ertr-234	22	11	significant	significant	ADJ
ertr-234	22	12	benefits	benefit	NOUN
ertr-234	22	13	.	.	PUNCT
ertr-234	23	1	increasingly	increasingly	ADV
ertr-234	23	2	,	,	PUNCT
ertr-234	23	3	researchers	researcher	NOUN
ertr-234	23	4	are	be	AUX
ertr-234	23	5	identifying	identify	VERB
ertr-234	23	6	the	the	DET
ertr-234	23	7	information	information	NOUN
ertr-234	23	8	gap	gap	NOUN
ertr-234	23	9	that	that	PRON
ertr-234	23	10	exists	exist	VERB
ertr-234	23	11	between	between	ADP
ertr-234	23	12	potential	potential	ADJ
ertr-234	23	13	visitors	visitor	NOUN
ertr-234	23	14	and	and	CCONJ
ertr-234	23	15	their	their	PRON
ertr-234	23	16	intended	intend	VERB
ertr-234	23	17	location	location	NOUN
ertr-234	23	18	as	as	ADP
ertr-234	23	19	a	a	DET
ertr-234	23	20	focal	focal	ADJ
ertr-234	23	21	area	area	NOUN
ertr-234	23	22	of	of	ADP
ertr-234	23	23	research	research	NOUN
ertr-234	23	24	.	.	PUNCT
ertr-234	24	1	in	in	ADP
ertr-234	24	2	this	this	DET
ertr-234	24	3	regard	regard	NOUN
ertr-234	24	4	,	,	PUNCT
ertr-234	24	5	in	in	ADP
ertr-234	24	6	tourism	tourism	NOUN
ertr-234	24	7	research	research	NOUN
ertr-234	24	8	,	,	PUNCT
ertr-234	24	9	search	search	NOUN
ertr-234	24	10	engine	engine	NOUN
ertr-234	24	11	data	datum	NOUN
ertr-234	24	12	is	be	AUX
ertr-234	24	13	proving	prove	VERB
ertr-234	24	14	to	to	PART
ertr-234	24	15	be	be	AUX
ertr-234	24	16	of	of	ADP
ertr-234	24	17	strong	strong	ADJ
ertr-234	24	18	value	value	NOUN
ertr-234	24	19	in	in	ADP
ertr-234	24	20	improving	improve	VERB
ertr-234	24	21	the	the	DET
ertr-234	24	22	predictive	predictive	ADJ
ertr-234	24	23	ability	ability	NOUN
ertr-234	24	24	of	of	ADP
ertr-234	24	25	models	model	NOUN
ertr-234	24	26	that	that	PRON
ertr-234	24	27	focus	focus	VERB
ertr-234	24	28	only	only	ADV
ertr-234	24	29	on	on	ADP
ertr-234	24	30	pull	pull	VERB
ertr-234	24	31	and	and	CCONJ
ertr-234	24	32	push	push	VERB
ertr-234	24	33	factors	factor	NOUN
ertr-234	24	34	(	(	PUNCT
ertr-234	24	35	bangwayo	bangwayo	NOUN
ertr-234	24	36	-	-	PUNCT
ertr-234	24	37	skeete	skeete	NOUN
ertr-234	24	38	and	and	CCONJ
ertr-234	24	39	skeete	skeete	NOUN
ertr-234	24	40	,	,	PUNCT
ertr-234	24	41	2015	2015	NUM
ertr-234	24	42	)	)	PUNCT
ertr-234	24	43	.	.	PUNCT
ertr-234	25	1	google	google	PROPN
ertr-234	25	2	search	search	NOUN
ertr-234	25	3	data	datum	NOUN
ertr-234	25	4	has	have	AUX
ertr-234	25	5	proven	prove	VERB
ertr-234	25	6	useful	useful	ADJ
ertr-234	25	7	in	in	ADP
ertr-234	25	8	enhancing	enhance	VERB
ertr-234	25	9	predictive	predictive	ADJ
ertr-234	25	10	models	model	NOUN
ertr-234	25	11	,	,	PUNCT
ertr-234	25	12	but	but	CCONJ
ertr-234	25	13	google	google	NOUN
ertr-234	25	14	is	be	AUX
ertr-234	25	15	not	not	PART
ertr-234	25	16	universally	universally	ADV
ertr-234	25	17	available	available	ADJ
ertr-234	25	18	.	.	PUNCT
ertr-234	26	1	due	due	ADP
ertr-234	26	2	to	to	ADP
ertr-234	26	3	historical	historical	ADJ
ertr-234	26	4	and	and	CCONJ
ertr-234	26	5	current	current	ADJ
ertr-234	26	6	geopolitical	geopolitical	ADJ
ertr-234	26	7	factors	factor	NOUN
ertr-234	26	8	,	,	PUNCT
ertr-234	26	9	google	google	PROPN
ertr-234	26	10	is	be	AUX
ertr-234	26	11	widely	widely	ADV
ertr-234	26	12	unavailable	unavailable	ADJ
ertr-234	26	13	in	in	ADP
ertr-234	26	14	china	china	PROPN
ertr-234	26	15	(	(	PUNCT
ertr-234	26	16	for	for	ADP
ertr-234	26	17	more	more	ADJ
ertr-234	26	18	background	background	NOUN
ertr-234	26	19	information	information	NOUN
ertr-234	26	20	,	,	PUNCT
ertr-234	26	21	see	see	VERB
ertr-234	26	22	tan	tan	PROPN
ertr-234	26	23	&	&	CCONJ
ertr-234	26	24	tan	tan	PROPN
ertr-234	26	25	,	,	PUNCT
ertr-234	26	26	2012	2012	NUM
ertr-234	26	27	)	)	PUNCT
ertr-234	26	28	.	.	PUNCT
ertr-234	27	1	this	this	PRON
ertr-234	27	2	limits	limit	VERB
ertr-234	27	3	the	the	DET
ertr-234	27	4	usefulness	usefulness	NOUN
ertr-234	27	5	of	of	ADP
ertr-234	27	6	google	google	PROPN
ertr-234	27	7	search	search	NOUN
ertr-234	27	8	data	datum	NOUN
ertr-234	27	9	in	in	ADP
ertr-234	27	10	predictive	predictive	ADJ
ertr-234	27	11	models	model	NOUN
ertr-234	27	12	of	of	ADP
ertr-234	27	13	outbound	outbound	ADJ
ertr-234	27	14	chinese	chinese	ADJ
ertr-234	27	15	tourism	tourism	NOUN
ertr-234	27	16	demand	demand	NOUN
ertr-234	27	17	.	.	PUNCT
ertr-234	28	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	29	1	e	e	X
ertr-234	29	2	-	-	NOUN
ertr-234	29	3	review	review	NOUN
ertr-234	29	4	of	of	ADP
ertr-234	29	5	tourism	tourism	NOUN
ertr-234	29	6	research	research	NOUN
ertr-234	29	7	(	(	PUNCT
ertr-234	29	8	ertr	ertr	NOUN
ertr-234	29	9	)	)	PUNCT
ertr-234	29	10	,	,	PUNCT
ertr-234	29	11	vol	vol	NOUN
ertr-234	29	12	.	.	PROPN
ertr-234	29	13	15	15	NUM
ertr-234	29	14	,	,	PUNCT
ertr-234	29	15	no	no	INTJ
ertr-234	29	16	.	.	NOUN
ertr-234	29	17	4/5	4/5	NUM
ertr-234	29	18	(	(	PUNCT
ertr-234	29	19	2018	2018	NUM
ertr-234	29	20	)	)	PUNCT
ertr-234	29	21	http://ertr.tamu.edu	http://ertr.tamu.edu	ADP
ertr-234	29	22	406	406	NUM
ertr-234	29	23	in	in	ADP
ertr-234	29	24	this	this	DET
ertr-234	29	25	paper	paper	NOUN
ertr-234	29	26	,	,	PUNCT
ertr-234	29	27	we	we	PRON
ertr-234	29	28	use	use	VERB
ertr-234	29	29	arrival	arrival	NOUN
ertr-234	29	30	data	datum	NOUN
ertr-234	29	31	of	of	ADP
ertr-234	29	32	chinese	chinese	ADJ
ertr-234	29	33	nationals	national	NOUN
ertr-234	29	34	at	at	ADP
ertr-234	29	35	christchurch	christchurch	PROPN
ertr-234	29	36	international	international	PROPN
ertr-234	29	37	airport	airport	PROPN
ertr-234	29	38	,	,	PUNCT
ertr-234	29	39	as	as	ADV
ertr-234	29	40	well	well	ADV
ertr-234	29	41	as	as	ADP
ertr-234	29	42	search	search	NOUN
ertr-234	29	43	data	datum	NOUN
ertr-234	29	44	from	from	ADP
ertr-234	29	45	baidu	baidu	NOUN
ertr-234	29	46	,	,	PUNCT
ertr-234	29	47	the	the	DET
ertr-234	29	48	major	major	ADJ
ertr-234	29	49	chinese	chinese	ADJ
ertr-234	29	50	search	search	NOUN
ertr-234	29	51	engine	engine	NOUN
ertr-234	29	52	,	,	PUNCT
ertr-234	29	53	to	to	PART
ertr-234	29	54	develop	develop	VERB
ertr-234	29	55	an	an	DET
ertr-234	29	56	approach	approach	NOUN
ertr-234	29	57	that	that	PRON
ertr-234	29	58	compares	compare	VERB
ertr-234	29	59	more	more	ADV
ertr-234	29	60	traditional	traditional	ADJ
ertr-234	29	61	univariate	univariate	ADJ
ertr-234	29	62	time	time	NOUN
ertr-234	29	63	series	series	NOUN
ertr-234	29	64	analysis	analysis	NOUN
ertr-234	29	65	methods	method	NOUN
ertr-234	29	66	such	such	ADJ
ertr-234	29	67	as	as	ADP
ertr-234	29	68	autoregressive	autoregressive	ADJ
ertr-234	29	69	integrated	integrated	ADJ
ertr-234	29	70	moving	move	VERB
ertr-234	29	71	average	average	ADJ
ertr-234	29	72	(	(	PUNCT
ertr-234	29	73	arima	arima	NOUN
ertr-234	29	74	)	)	PUNCT
ertr-234	29	75	and	and	CCONJ
ertr-234	29	76	holt	holt	PROPN
ertr-234	29	77	-	-	PUNCT
ertr-234	29	78	winters	winters	PROPN
ertr-234	29	79	seasonal	seasonal	ADJ
ertr-234	29	80	forecasting	forecasting	NOUN
ertr-234	29	81	with	with	ADP
ertr-234	29	82	multivariate	multivariate	NOUN
ertr-234	29	83	vector	vector	NOUN
ertr-234	29	84	autoregression	autoregression	NOUN
ertr-234	29	85	.	.	PUNCT
ertr-234	30	1	while	while	SCONJ
ertr-234	30	2	google	google	PROPN
ertr-234	30	3	has	have	AUX
ertr-234	30	4	achieved	achieve	VERB
ertr-234	30	5	the	the	DET
ertr-234	30	6	status	status	NOUN
ertr-234	30	7	of	of	ADP
ertr-234	30	8	the	the	DET
ertr-234	30	9	predominant	predominant	ADJ
ertr-234	30	10	search	search	NOUN
ertr-234	30	11	engine	engine	NOUN
ertr-234	30	12	in	in	ADP
ertr-234	30	13	most	most	ADJ
ertr-234	30	14	international	international	ADJ
ertr-234	30	15	markets	market	NOUN
ertr-234	30	16	,	,	PUNCT
ertr-234	30	17	its	its	PRON
ertr-234	30	18	success	success	NOUN
ertr-234	30	19	,	,	PUNCT
ertr-234	30	20	or	or	CCONJ
ertr-234	30	21	lack	lack	NOUN
ertr-234	30	22	thereof	thereof	ADV
ertr-234	30	23	,	,	PUNCT
ertr-234	30	24	in	in	ADP
ertr-234	30	25	china	china	PROPN
ertr-234	30	26	has	have	AUX
ertr-234	30	27	been	be	AUX
ertr-234	30	28	volatile	volatile	ADJ
ertr-234	30	29	.	.	PUNCT
ertr-234	31	1	after	after	ADP
ertr-234	31	2	allegations	allegation	NOUN
ertr-234	31	3	of	of	ADP
ertr-234	31	4	interference	interference	NOUN
ertr-234	31	5	in	in	ADP
ertr-234	31	6	various	various	ADJ
ertr-234	31	7	gmail	gmail	NOUN
ertr-234	31	8	accounts	account	NOUN
ertr-234	31	9	of	of	ADP
ertr-234	31	10	chinese	chinese	ADJ
ertr-234	31	11	human	human	ADJ
ertr-234	31	12	rights	right	NOUN
ertr-234	31	13	activists	activist	NOUN
ertr-234	31	14	,	,	PUNCT
ertr-234	31	15	google	google	PROPN
ertr-234	31	16	withdrew	withdraw	VERB
ertr-234	31	17	its	its	PRON
ertr-234	31	18	already	already	ADV
ertr-234	31	19	censored	censor	VERB
ertr-234	31	20	services	service	NOUN
ertr-234	31	21	from	from	ADP
ertr-234	31	22	the	the	DET
ertr-234	31	23	chinese	chinese	ADJ
ertr-234	31	24	market	market	NOUN
ertr-234	31	25	altogether	altogether	ADV
ertr-234	31	26	in	in	ADP
ertr-234	31	27	2010	2010	NUM
ertr-234	31	28	,	,	PUNCT
ertr-234	31	29	only	only	ADV
ertr-234	31	30	providing	provide	VERB
ertr-234	31	31	a	a	DET
ertr-234	31	32	link	link	NOUN
ertr-234	31	33	to	to	ADP
ertr-234	31	34	the	the	DET
ertr-234	31	35	search	search	NOUN
ertr-234	31	36	engine	engine	NOUN
ertr-234	31	37	of	of	ADP
ertr-234	31	38	its	its	PRON
ertr-234	31	39	hong	hong	PROPN
ertr-234	31	40	kong	kong	PROPN
ertr-234	31	41	sister	sister	NOUN
ertr-234	31	42	site	site	NOUN
ertr-234	31	43	on	on	ADP
ertr-234	31	44	its	its	PRON
ertr-234	31	45	website	website	NOUN
ertr-234	31	46	.	.	PUNCT
ertr-234	32	1	as	as	ADP
ertr-234	32	2	a	a	DET
ertr-234	32	3	result	result	NOUN
ertr-234	32	4	,	,	PUNCT
ertr-234	32	5	google	google	PROPN
ertr-234	32	6	’s	’s	PART
ertr-234	32	7	share	share	NOUN
ertr-234	32	8	of	of	ADP
ertr-234	32	9	chinese	chinese	ADJ
ertr-234	32	10	search	search	NOUN
ertr-234	32	11	engine	engine	NOUN
ertr-234	32	12	queries	query	NOUN
ertr-234	32	13	declined	decline	VERB
ertr-234	32	14	to	to	ADP
ertr-234	32	15	below	below	ADP
ertr-234	32	16	2	2	NUM
ertr-234	32	17	percent	percent	NOUN
ertr-234	32	18	by	by	ADP
ertr-234	32	19	2013	2013	NUM
ertr-234	32	20	(	(	PUNCT
ertr-234	32	21	statcounter	statcounter	NOUN
ertr-234	32	22	,	,	PUNCT
ertr-234	32	23	2013	2013	NUM
ertr-234	32	24	)	)	PUNCT
ertr-234	32	25	.	.	PUNCT
ertr-234	33	1	the	the	DET
ertr-234	33	2	chinese	chinese	ADJ
ertr-234	33	3	search	search	NOUN
ertr-234	33	4	engine	engine	NOUN
ertr-234	33	5	market	market	NOUN
ertr-234	33	6	is	be	AUX
ertr-234	33	7	now	now	ADV
ertr-234	33	8	dominated	dominate	VERB
ertr-234	33	9	by	by	ADP
ertr-234	33	10	baidu	baidu	NOUN
ertr-234	33	11	,	,	PUNCT
ertr-234	33	12	whose	whose	DET
ertr-234	33	13	search	search	NOUN
ertr-234	33	14	engine	engine	NOUN
ertr-234	33	15	accounts	account	VERB
ertr-234	33	16	for	for	ADP
ertr-234	33	17	a	a	DET
ertr-234	33	18	market	market	NOUN
ertr-234	33	19	penetration	penetration	NOUN
ertr-234	33	20	of	of	ADP
ertr-234	33	21	92.1	92.1	NUM
ertr-234	33	22	%	%	NOUN
ertr-234	33	23	,	,	PUNCT
ertr-234	33	24	compared	compare	VERB
ertr-234	33	25	to	to	ADP
ertr-234	33	26	google	google	PROPN
ertr-234	33	27	’s	’s	PART
ertr-234	33	28	27.4	27.4	NUM
ertr-234	33	29	%	%	NOUN
ertr-234	33	30	(	(	PUNCT
ertr-234	33	31	cnnic	cnnic	ADJ
ertr-234	33	32	,	,	PUNCT
ertr-234	33	33	2015	2015	NUM
ertr-234	33	34	)	)	PUNCT
ertr-234	33	35	.	.	PUNCT
ertr-234	34	1	like	like	ADP
ertr-234	34	2	google	google	PROPN
ertr-234	34	3	trends	trend	NOUN
ertr-234	34	4	,	,	PUNCT
ertr-234	34	5	baidu	baidu	NOUN
ertr-234	34	6	index	index	NOUN
ertr-234	34	7	provides	provide	VERB
ertr-234	34	8	an	an	DET
ertr-234	34	9	indicator	indicator	NOUN
ertr-234	34	10	of	of	ADP
ertr-234	34	11	the	the	DET
ertr-234	34	12	volume	volume	NOUN
ertr-234	34	13	of	of	ADP
ertr-234	34	14	a	a	DET
ertr-234	34	15	certain	certain	ADJ
ertr-234	34	16	proportion	proportion	NOUN
ertr-234	34	17	of	of	ADP
ertr-234	34	18	its	its	PRON
ertr-234	34	19	more	more	ADV
ertr-234	34	20	common	common	ADJ
ertr-234	34	21	search	search	NOUN
ertr-234	34	22	queries	query	NOUN
ertr-234	34	23	available	available	ADJ
ertr-234	34	24	to	to	ADP
ertr-234	34	25	the	the	DET
ertr-234	34	26	public	public	NOUN
ertr-234	34	27	for	for	ADP
ertr-234	34	28	analysis	analysis	NOUN
ertr-234	34	29	.	.	PUNCT
ertr-234	35	1	also	also	ADV
ertr-234	35	2	like	like	ADP
ertr-234	35	3	google	google	PROPN
ertr-234	35	4	,	,	PUNCT
ertr-234	35	5	the	the	DET
ertr-234	35	6	algorithm	algorithm	NOUN
ertr-234	35	7	that	that	PRON
ertr-234	35	8	produces	produce	VERB
ertr-234	35	9	the	the	DET
ertr-234	35	10	search	search	NOUN
ertr-234	35	11	popularity	popularity	NOUN
ertr-234	35	12	figures	figure	NOUN
ertr-234	35	13	is	be	AUX
ertr-234	35	14	somewhat	somewhat	ADV
ertr-234	35	15	opaque	opaque	ADJ
ertr-234	35	16	,	,	PUNCT
ertr-234	35	17	but	but	CCONJ
ertr-234	35	18	unlike	unlike	ADP
ertr-234	35	19	google	google	NOUN
ertr-234	35	20	,	,	PUNCT
ertr-234	35	21	baidu	baidu	NOUN
ertr-234	35	22	produces	produce	VERB
ertr-234	35	23	its	its	PRON
ertr-234	35	24	search	search	NOUN
ertr-234	35	25	figures	figure	NOUN
ertr-234	35	26	on	on	ADP
ertr-234	35	27	a	a	DET
ertr-234	35	28	continuous	continuous	ADJ
ertr-234	35	29	scale	scale	NOUN
ertr-234	35	30	.	.	PUNCT
ertr-234	36	1	this	this	PRON
ertr-234	36	2	contrasts	contrast	VERB
ertr-234	36	3	google	google	NOUN
ertr-234	36	4	,	,	PUNCT
ertr-234	36	5	that	that	PRON
ertr-234	36	6	provides	provide	VERB
ertr-234	36	7	only	only	ADJ
ertr-234	36	8	indexes	index	NOUN
ertr-234	36	9	of	of	ADP
ertr-234	36	10	its	its	PRON
ertr-234	36	11	search	search	NOUN
ertr-234	36	12	data	datum	NOUN
ertr-234	36	13	to	to	ADP
ertr-234	36	14	100	100	NUM
ertr-234	36	15	(	(	PUNCT
ertr-234	36	16	with	with	ADP
ertr-234	36	17	100	100	NUM
ertr-234	36	18	representing	represent	VERB
ertr-234	36	19	the	the	DET
ertr-234	36	20	point	point	NOUN
ertr-234	36	21	of	of	ADP
ertr-234	36	22	maximum	maximum	ADJ
ertr-234	36	23	searches	search	NOUN
ertr-234	36	24	during	during	ADP
ertr-234	36	25	the	the	DET
ertr-234	36	26	time	time	NOUN
ertr-234	36	27	interval	interval	NOUN
ertr-234	36	28	that	that	PRON
ertr-234	36	29	is	be	AUX
ertr-234	36	30	being	be	AUX
ertr-234	36	31	analyzed	analyze	VERB
ertr-234	36	32	)	)	PUNCT
ertr-234	36	33	.	.	PUNCT
ertr-234	37	1	a	a	DET
ertr-234	37	2	more	more	ADV
ertr-234	37	3	thorough	thorough	ADJ
ertr-234	37	4	discussion	discussion	NOUN
ertr-234	37	5	about	about	ADP
ertr-234	37	6	the	the	DET
ertr-234	37	7	similarities	similarity	NOUN
ertr-234	37	8	and	and	CCONJ
ertr-234	37	9	differences	difference	NOUN
ertr-234	37	10	between	between	ADP
ertr-234	37	11	google	google	PROPN
ertr-234	37	12	index	index	NOUN
ertr-234	37	13	and	and	CCONJ
ertr-234	37	14	baidu	baidu	NOUN
ertr-234	37	15	trends	trend	NOUN
ertr-234	37	16	can	can	AUX
ertr-234	37	17	be	be	AUX
ertr-234	37	18	found	find	VERB
ertr-234	37	19	in	in	ADP
ertr-234	37	20	vaughan	vaughan	PROPN
ertr-234	37	21	and	and	CCONJ
ertr-234	37	22	chen	chen	PROPN
ertr-234	37	23	(	(	PUNCT
ertr-234	37	24	2015	2015	NUM
ertr-234	37	25	)	)	PUNCT
ertr-234	37	26	.	.	PUNCT
ertr-234	38	1	in	in	ADP
ertr-234	38	2	any	any	DET
ertr-234	38	3	event	event	NOUN
ertr-234	38	4	,	,	PUNCT
ertr-234	38	5	it	it	PRON
ertr-234	38	6	appears	appear	VERB
ertr-234	38	7	reasonable	reasonable	ADJ
ertr-234	38	8	to	to	PART
ertr-234	38	9	assume	assume	VERB
ertr-234	38	10	that	that	SCONJ
ertr-234	38	11	the	the	DET
ertr-234	38	12	data	datum	NOUN
ertr-234	38	13	that	that	PRON
ertr-234	38	14	both	both	DET
ertr-234	38	15	search	search	NOUN
ertr-234	38	16	engines	engine	NOUN
ertr-234	38	17	providers	provider	NOUN
ertr-234	38	18	supply	supply	NOUN
ertr-234	38	19	can	can	AUX
ertr-234	38	20	be	be	AUX
ertr-234	38	21	considered	consider	VERB
ertr-234	38	22	as	as	ADP
ertr-234	38	23	reasonable	reasonable	ADJ
ertr-234	38	24	proxies	proxy	NOUN
ertr-234	38	25	for	for	ADP
ertr-234	38	26	actual	actual	ADJ
ertr-234	38	27	search	search	NOUN
ertr-234	38	28	volume	volume	NOUN
ertr-234	38	29	patterns	pattern	NOUN
ertr-234	38	30	for	for	ADP
ertr-234	38	31	a	a	DET
ertr-234	38	32	particular	particular	ADJ
ertr-234	38	33	term	term	NOUN
ertr-234	38	34	.	.	PUNCT
ertr-234	39	1	for	for	ADP
ertr-234	39	2	this	this	DET
ertr-234	39	3	study	study	NOUN
ertr-234	39	4	,	,	PUNCT
ertr-234	39	5	we	we	PRON
ertr-234	39	6	aimed	aim	VERB
ertr-234	39	7	to	to	PART
ertr-234	39	8	utilize	utilize	VERB
ertr-234	39	9	a	a	DET
ertr-234	39	10	number	number	NOUN
ertr-234	39	11	of	of	ADP
ertr-234	39	12	search	search	NOUN
ertr-234	39	13	terms	term	NOUN
ertr-234	39	14	that	that	PRON
ertr-234	39	15	we	we	PRON
ertr-234	39	16	assumed	assume	VERB
ertr-234	39	17	would	would	AUX
ertr-234	39	18	be	be	AUX
ertr-234	39	19	used	use	VERB
ertr-234	39	20	by	by	ADP
ertr-234	39	21	intending	intend	VERB
ertr-234	39	22	visitors	visitor	NOUN
ertr-234	39	23	to	to	ADP
ertr-234	39	24	christchurch	christchurch	PROPN
ertr-234	39	25	.	.	PUNCT
ertr-234	40	1	these	these	PRON
ertr-234	40	2	are	be	AUX
ertr-234	40	3	the	the	DET
ertr-234	40	4	term	term	NOUN
ertr-234	40	5	of	of	ADP
ertr-234	40	6	‘	'	PUNCT
ertr-234	40	7	christchurch	christchurch	NOUN
ertr-234	40	8	’	'	PUNCT
ertr-234	40	9	itself	itself	PRON
ertr-234	40	10	,	,	PUNCT
ertr-234	40	11	as	as	ADV
ertr-234	40	12	well	well	ADV
ertr-234	40	13	as	as	ADP
ertr-234	40	14	the	the	DET
ertr-234	40	15	search	search	NOUN
ertr-234	40	16	for	for	ADP
ertr-234	40	17	several	several	ADJ
ertr-234	40	18	other	other	ADJ
ertr-234	40	19	relevant	relevant	ADJ
ertr-234	40	20	tourist	tourist	NOUN
ertr-234	40	21	locations	location	NOUN
ertr-234	40	22	in	in	ADP
ertr-234	40	23	new	new	PROPN
ertr-234	40	24	zealand	zealand	PROPN
ertr-234	40	25	.	.	PUNCT
ertr-234	41	1	these	these	DET
ertr-234	41	2	terms	term	NOUN
ertr-234	41	3	included	include	VERB
ertr-234	41	4	christchurch	christchurch	NOUN
ertr-234	41	5	(	(	PUNCT
ertr-234	41	6	基督城	基督城	PROPN
ertr-234	41	7	)	)	PUNCT
ertr-234	41	8	,	,	PUNCT
ertr-234	41	9	queenstown	queenstown	PROPN
ertr-234	41	10	(	(	PUNCT
ertr-234	41	11	皇后镇	皇后镇	PROPN
ertr-234	41	12	)	)	PUNCT
ertr-234	41	13	,	,	PUNCT
ertr-234	41	14	lake	lake	PROPN
ertr-234	41	15	tekapo	tekapo	ADV
ertr-234	41	16	(	(	PUNCT
ertr-234	41	17	蒂卡波湖	蒂卡波湖	PROPN
ertr-234	41	18	)	)	PUNCT
ertr-234	41	19	,	,	PUNCT
ertr-234	41	20	new	new	PROPN
ertr-234	41	21	zealand	zealand	PROPN
ertr-234	41	22	(	(	PUNCT
ertr-234	41	23	新西兰	新西兰	PROPN
ertr-234	41	24	)	)	PUNCT
ertr-234	41	25	,	,	PUNCT
ertr-234	41	26	arrowtown	arrowtown	NOUN
ertr-234	41	27	(	(	PUNCT
ertr-234	41	28	箭镇	箭镇	PROPN
ertr-234	41	29	)	)	PUNCT
ertr-234	41	30	,	,	PUNCT
ertr-234	41	31	lake	lake	PROPN
ertr-234	41	32	wanaka	wanaka	PROPN
ertr-234	41	33	(	(	PUNCT
ertr-234	41	34	瓦纳卡湖	瓦纳卡湖	PROPN
ertr-234	41	35	)	)	PUNCT
ertr-234	41	36	,	,	PUNCT
ertr-234	41	37	and	and	CCONJ
ertr-234	41	38	auckland	auckland	PROPN
ertr-234	41	39	(	(	PUNCT
ertr-234	41	40	奥克兰市	奥克兰市	PROPN
ertr-234	41	41	)	)	PUNCT
ertr-234	41	42	.	.	PUNCT
ertr-234	42	1	there	there	PRON
ertr-234	42	2	are	be	VERB
ertr-234	42	3	some	some	DET
ertr-234	42	4	difficulties	difficulty	NOUN
ertr-234	42	5	with	with	ADP
ertr-234	42	6	the	the	DET
ertr-234	42	7	use	use	NOUN
ertr-234	42	8	of	of	ADP
ertr-234	42	9	the	the	DET
ertr-234	42	10	chinese	chinese	ADJ
ertr-234	42	11	transcriptions	transcription	NOUN
ertr-234	42	12	of	of	ADP
ertr-234	42	13	some	some	PRON
ertr-234	42	14	of	of	ADP
ertr-234	42	15	these	these	DET
ertr-234	42	16	location	location	NOUN
ertr-234	42	17	names	name	NOUN
ertr-234	42	18	.	.	PUNCT
ertr-234	43	1	for	for	ADP
ertr-234	43	2	instance	instance	NOUN
ertr-234	43	3	,	,	PUNCT
ertr-234	43	4	the	the	DET
ertr-234	43	5	chinese	chinese	ADJ
ertr-234	43	6	term	term	NOUN
ertr-234	43	7	for	for	ADP
ertr-234	43	8	auckland	auckland	NOUN
ertr-234	43	9	,	,	PUNCT
ertr-234	43	10	奥克兰市	奥克兰市	PROPN
ertr-234	43	11	,	,	PUNCT
ertr-234	43	12	may	may	AUX
ertr-234	43	13	in	in	ADP
ertr-234	43	14	chinese	chinese	PROPN
ertr-234	43	15	also	also	ADV
ertr-234	43	16	be	be	AUX
ertr-234	43	17	mistaken	mistaken	ADJ
ertr-234	43	18	for	for	ADP
ertr-234	43	19	the	the	DET
ertr-234	43	20	californian	californian	ADJ
ertr-234	43	21	city	city	NOUN
ertr-234	43	22	of	of	ADP
ertr-234	43	23	oakland	oakland	PROPN
ertr-234	43	24	.	.	PUNCT
ertr-234	44	1	similarly	similarly	ADV
ertr-234	44	2	,	,	PUNCT
ertr-234	44	3	the	the	DET
ertr-234	44	4	name	name	NOUN
ertr-234	44	5	of	of	ADP
ertr-234	44	6	christchurch	christchurch	NOUN
ertr-234	44	7	,	,	PUNCT
ertr-234	44	8	generally	generally	ADV
ertr-234	44	9	translated	translate	VERB
ertr-234	44	10	as	as	ADP
ertr-234	44	11	基督	基督	PROPN
ertr-234	44	12	城	城	PROPN
ertr-234	44	13	,	,	PUNCT
ertr-234	44	14	may	may	AUX
ertr-234	44	15	also	also	ADV
ertr-234	44	16	be	be	AUX
ertr-234	44	17	translated	translate	VERB
ertr-234	44	18	as	as	ADP
ertr-234	44	19	christ	christ	PROPN
ertr-234	44	20	’s	’s	PART
ertr-234	44	21	city	city	NOUN
ertr-234	44	22	.	.	PUNCT
ertr-234	45	1	due	due	ADP
ertr-234	45	2	to	to	ADP
ertr-234	45	3	the	the	DET
ertr-234	45	4	ambiguity	ambiguity	NOUN
ertr-234	45	5	of	of	ADP
ertr-234	45	6	the	the	DET
ertr-234	45	7	translation	translation	NOUN
ertr-234	45	8	,	,	PUNCT
ertr-234	45	9	we	we	PRON
ertr-234	45	10	decided	decide	VERB
ertr-234	45	11	not	not	PART
ertr-234	45	12	to	to	PART
ertr-234	45	13	use	use	VERB
ertr-234	45	14	the	the	DET
ertr-234	45	15	chinese	chinese	ADJ
ertr-234	45	16	term	term	NOUN
ertr-234	45	17	for	for	ADP
ertr-234	45	18	auckland	auckland	NOUN
ertr-234	45	19	in	in	ADP
ertr-234	45	20	any	any	DET
ertr-234	45	21	subsequent	subsequent	ADJ
ertr-234	45	22	analysis	analysis	NOUN
ertr-234	45	23	.	.	PUNCT
ertr-234	46	1	we	we	PRON
ertr-234	46	2	further	far	ADV
ertr-234	46	3	assumed	assume	VERB
ertr-234	46	4	that	that	SCONJ
ertr-234	46	5	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	46	6	http://www.baidu.com/s?rsv_idx=1&wd=箭镇&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=新西兰景点&recid=21102&euri=e77da25c534a42998a3f2ab93aca365d	http://www.baidu.com/s?rsv_idx=1&wd=箭镇&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=新西兰景点&recid=21102&euri=e77da25c534a42998a3f2ab93aca365d	PROPN
ertr-234	46	7	http://www.baidu.com/s?rsv_idx=1&wd=瓦纳卡湖&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=新西兰景点&recid=21102&euri=bfcc5a64a25b48c8afbe2758a83bb4e1	http://www.baidu.com/s?rsv_idx=1&wd=瓦纳卡湖&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=新西兰景点&recid=21102&euri=bfcc5a64a25b48c8afbe2758a83bb4e1	NOUN
ertr-234	46	8	http://www.baidu.com/s?rsv_idx=1&wd=奥克兰市&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=相关地名&recid=21102&euri=2e4bf70e718e49e191e97581998f38fe	http://www.baidu.com/s?rsv_idx=1&wd=奥克兰市&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=相关地名&recid=21102&euri=2e4bf70e718e49e191e97581998f38fe	NOUN
ertr-234	46	9	http://www.baidu.com/s?rsv_idx=1&wd=奥克兰市&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=相关地名&recid=21102&euri=2e4bf70e718e49e191e97581998f38fe	http://www.baidu.com/s?rsv_idx=1&wd=奥克兰市&usm=3&ie=utf-8&rsv_cq=基督城&rsv_dl=0_right_recommends_merge_21102&cq=基督城&srcid=28310&rt=相关地名&recid=21102&euri=2e4bf70e718e49e191e97581998f38fe	ADJ
ertr-234	46	10	e	e	NOUN
ertr-234	46	11	-	-	NOUN
ertr-234	46	12	review	review	NOUN
ertr-234	46	13	of	of	ADP
ertr-234	46	14	tourism	tourism	NOUN
ertr-234	46	15	research	research	NOUN
ertr-234	46	16	(	(	PUNCT
ertr-234	46	17	ertr	ertr	NOUN
ertr-234	46	18	)	)	PUNCT
ertr-234	46	19	,	,	PUNCT
ertr-234	46	20	vol	vol	NOUN
ertr-234	46	21	.	.	PROPN
ertr-234	46	22	15	15	NUM
ertr-234	46	23	,	,	PUNCT
ertr-234	46	24	no	no	INTJ
ertr-234	46	25	.	.	NOUN
ertr-234	46	26	4/5	4/5	NUM
ertr-234	46	27	(	(	PUNCT
ertr-234	46	28	2018	2018	NUM
ertr-234	46	29	)	)	PUNCT
ertr-234	46	30	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	46	31	407	407	NUM
ertr-234	46	32	searches	search	NOUN
ertr-234	46	33	for	for	ADP
ertr-234	46	34	christ	christ	PROPN
ertr-234	46	35	’s	’s	PART
ertr-234	46	36	city	city	NOUN
ertr-234	46	37	would	would	AUX
ertr-234	46	38	only	only	ADV
ertr-234	46	39	represent	represent	VERB
ertr-234	46	40	a	a	DET
ertr-234	46	41	small	small	ADJ
ertr-234	46	42	and	and	CCONJ
ertr-234	46	43	negligible	negligible	ADJ
ertr-234	46	44	proportion	proportion	NOUN
ertr-234	46	45	of	of	ADP
ertr-234	46	46	searches	search	NOUN
ertr-234	46	47	for	for	ADP
ertr-234	46	48	christchurch	christchurch	NOUN
ertr-234	46	49	,	,	PUNCT
ertr-234	46	50	and	and	CCONJ
ertr-234	46	51	thus	thus	ADV
ertr-234	46	52	the	the	DET
ertr-234	46	53	chinese	chinese	ADJ
ertr-234	46	54	translation	translation	NOUN
ertr-234	46	55	for	for	ADP
ertr-234	46	56	christchurch	christchurch	NOUN
ertr-234	46	57	would	would	AUX
ertr-234	46	58	be	be	AUX
ertr-234	46	59	appropriate	appropriate	ADJ
ertr-234	46	60	to	to	PART
ertr-234	46	61	use	use	VERB
ertr-234	46	62	.	.	PUNCT
ertr-234	47	1	as	as	SCONJ
ertr-234	47	2	baidu	baidu	NOUN
ertr-234	47	3	index	index	NOUN
ertr-234	47	4	makes	make	VERB
ertr-234	47	5	data	datum	NOUN
ertr-234	47	6	for	for	ADP
ertr-234	47	7	analysis	analysis	NOUN
ertr-234	47	8	only	only	ADV
ertr-234	47	9	available	available	ADJ
ertr-234	47	10	for	for	ADP
ertr-234	47	11	a	a	DET
ertr-234	47	12	limited	limited	ADJ
ertr-234	47	13	number	number	NOUN
ertr-234	47	14	of	of	ADP
ertr-234	47	15	search	search	NOUN
ertr-234	47	16	terms	term	NOUN
ertr-234	47	17	we	we	PRON
ertr-234	47	18	eliminated	eliminate	VERB
ertr-234	47	19	those	those	DET
ertr-234	47	20	terms	term	NOUN
ertr-234	47	21	for	for	ADP
ertr-234	47	22	which	which	PRON
ertr-234	47	23	no	no	DET
ertr-234	47	24	search	search	NOUN
ertr-234	47	25	volume	volume	NOUN
ertr-234	47	26	data	datum	NOUN
ertr-234	47	27	were	be	AUX
ertr-234	47	28	offered	offer	VERB
ertr-234	47	29	.	.	PUNCT
ertr-234	48	1	this	this	PRON
ertr-234	48	2	yielded	yield	VERB
ertr-234	48	3	the	the	DET
ertr-234	48	4	following	follow	VERB
ertr-234	48	5	search	search	NOUN
ertr-234	48	6	terms	term	NOUN
ertr-234	48	7	as	as	ADP
ertr-234	48	8	candidates	candidate	NOUN
ertr-234	48	9	for	for	ADP
ertr-234	48	10	inclusion	inclusion	NOUN
ertr-234	48	11	in	in	ADP
ertr-234	48	12	our	our	PRON
ertr-234	48	13	forecasting	forecasting	NOUN
ertr-234	48	14	model	model	NOUN
ertr-234	48	15	:	:	PUNCT
ertr-234	48	16	christchurch	christchurch	PROPN
ertr-234	48	17	,	,	PUNCT
ertr-234	48	18	new	new	PROPN
ertr-234	48	19	zealand	zealand	PROPN
ertr-234	48	20	,	,	PUNCT
ertr-234	48	21	and	and	CCONJ
ertr-234	48	22	queenstown	queenstown	NOUN
ertr-234	48	23	.	.	PUNCT
ertr-234	49	1	we	we	PRON
ertr-234	49	2	obtained	obtain	VERB
ertr-234	49	3	the	the	DET
ertr-234	49	4	search	search	NOUN
ertr-234	49	5	volume	volume	NOUN
ertr-234	49	6	scores	score	NOUN
ertr-234	49	7	for	for	ADP
ertr-234	49	8	these	these	DET
ertr-234	49	9	locations	location	NOUN
ertr-234	49	10	for	for	ADP
ertr-234	49	11	the	the	DET
ertr-234	49	12	period	period	NOUN
ertr-234	49	13	from	from	ADP
ertr-234	49	14	january	january	PROPN
ertr-234	49	15	2011	2011	NUM
ertr-234	49	16	to	to	ADP
ertr-234	49	17	august	august	PROPN
ertr-234	49	18	2016	2016	NUM
ertr-234	49	19	.	.	PUNCT
ertr-234	50	1	our	our	PRON
ertr-234	50	2	rationale	rationale	NOUN
ertr-234	50	3	for	for	ADP
ertr-234	50	4	the	the	DET
ertr-234	50	5	chosen	choose	VERB
ertr-234	50	6	search	search	NOUN
ertr-234	50	7	terms	term	NOUN
ertr-234	50	8	is	be	AUX
ertr-234	50	9	that	that	SCONJ
ertr-234	50	10	the	the	DET
ertr-234	50	11	motivations	motivation	NOUN
ertr-234	50	12	underpinning	underpin	VERB
ertr-234	50	13	searches	search	NOUN
ertr-234	50	14	for	for	ADP
ertr-234	50	15	these	these	DET
ertr-234	50	16	terms	term	NOUN
ertr-234	50	17	comprise	comprise	VERB
ertr-234	50	18	three	three	NUM
ertr-234	50	19	elements	element	NOUN
ertr-234	50	20	:	:	PUNCT
ertr-234	50	21	the	the	DET
ertr-234	50	22	search	search	NOUN
ertr-234	50	23	for	for	ADP
ertr-234	50	24	the	the	DET
ertr-234	50	25	location	location	NOUN
ertr-234	50	26	itself	itself	PRON
ertr-234	50	27	with	with	ADP
ertr-234	50	28	the	the	DET
ertr-234	50	29	possibility	possibility	NOUN
ertr-234	50	30	of	of	ADP
ertr-234	50	31	visiting	visit	VERB
ertr-234	50	32	,	,	PUNCT
ertr-234	50	33	the	the	DET
ertr-234	50	34	search	search	NOUN
ertr-234	50	35	in	in	ADP
ertr-234	50	36	relation	relation	NOUN
ertr-234	50	37	to	to	ADP
ertr-234	50	38	a	a	DET
ertr-234	50	39	specific	specific	ADJ
ertr-234	50	40	one	one	NUM
ertr-234	50	41	-	-	PUNCT
ertr-234	50	42	off	off	ADP
ertr-234	50	43	event	event	NOUN
ertr-234	50	44	,	,	PUNCT
ertr-234	50	45	and	and	CCONJ
ertr-234	50	46	the	the	DET
ertr-234	50	47	search	search	NOUN
ertr-234	50	48	for	for	ADP
ertr-234	50	49	the	the	DET
ertr-234	50	50	search	search	NOUN
ertr-234	50	51	term	term	NOUN
ertr-234	50	52	for	for	ADP
ertr-234	50	53	other	other	ADJ
ertr-234	50	54	random	random	ADJ
ertr-234	50	55	reasons	reason	NOUN
ertr-234	50	56	.	.	PUNCT
ertr-234	51	1	taking	take	VERB
ertr-234	51	2	the	the	DET
ertr-234	51	3	example	example	NOUN
ertr-234	51	4	of	of	ADP
ertr-234	51	5	christchurch	christchurch	PROPN
ertr-234	51	6	,	,	PUNCT
ertr-234	51	7	we	we	PRON
ertr-234	51	8	would	would	AUX
ertr-234	51	9	assume	assume	VERB
ertr-234	51	10	that	that	SCONJ
ertr-234	51	11	the	the	DET
ertr-234	51	12	variation	variation	NOUN
ertr-234	51	13	in	in	ADP
ertr-234	51	14	search	search	NOUN
ertr-234	51	15	frequency	frequency	NOUN
ertr-234	51	16	for	for	ADP
ertr-234	51	17	this	this	DET
ertr-234	51	18	term	term	NOUN
ertr-234	51	19	would	would	AUX
ertr-234	51	20	largely	largely	ADV
ertr-234	51	21	be	be	AUX
ertr-234	51	22	a	a	DET
ertr-234	51	23	result	result	NOUN
ertr-234	51	24	of	of	ADP
ertr-234	51	25	potential	potential	ADJ
ertr-234	51	26	visitor	visitor	NOUN
ertr-234	51	27	interest	interest	NOUN
ertr-234	51	28	,	,	PUNCT
ertr-234	51	29	plus	plus	CCONJ
ertr-234	51	30	the	the	DET
ertr-234	51	31	outliers	outlier	NOUN
ertr-234	51	32	created	create	VERB
ertr-234	51	33	by	by	ADP
ertr-234	51	34	searches	search	NOUN
ertr-234	51	35	for	for	ADP
ertr-234	51	36	specific	specific	ADJ
ertr-234	51	37	events	event	NOUN
ertr-234	51	38	related	relate	VERB
ertr-234	51	39	to	to	ADP
ertr-234	51	40	christchurch	christchurch	NOUN
ertr-234	51	41	(	(	PUNCT
ertr-234	51	42	such	such	ADJ
ertr-234	51	43	as	as	ADP
ertr-234	51	44	the	the	DET
ertr-234	51	45	2011	2011	NUM
ertr-234	51	46	earthquake	earthquake	NOUN
ertr-234	51	47	)	)	PUNCT
ertr-234	51	48	,	,	PUNCT
ertr-234	51	49	plus	plus	CCONJ
ertr-234	51	50	random	random	ADJ
ertr-234	51	51	searches	search	NOUN
ertr-234	51	52	for	for	ADP
ertr-234	51	53	christchurch	christchurch	NOUN
ertr-234	51	54	(	(	PUNCT
ertr-234	51	55	or	or	CCONJ
ertr-234	51	56	christ	christ	PROPN
ertr-234	51	57	’s	’s	PART
ertr-234	51	58	city	city	NOUN
ertr-234	51	59	)	)	PUNCT
ertr-234	51	60	that	that	PRON
ertr-234	51	61	can	can	AUX
ertr-234	51	62	be	be	AUX
ertr-234	51	63	described	describe	VERB
ertr-234	51	64	as	as	ADP
ertr-234	51	65	statistical	statistical	ADJ
ertr-234	51	66	noise	noise	NOUN
ertr-234	51	67	.	.	PUNCT
ertr-234	52	1	the	the	DET
ertr-234	52	2	search	search	NOUN
ertr-234	52	3	volume	volume	NOUN
ertr-234	52	4	time	time	NOUN
ertr-234	52	5	series	series	PROPN
ertr-234	52	6	for	for	ADP
ertr-234	52	7	christchurch	christchurch	PROPN
ertr-234	52	8	included	include	VERB
ertr-234	52	9	three	three	NUM
ertr-234	52	10	obvious	obvious	ADJ
ertr-234	52	11	outliers	outlier	NOUN
ertr-234	52	12	(	(	PUNCT
ertr-234	52	13	figure	figure	NOUN
ertr-234	52	14	1	1	NUM
ertr-234	52	15	)	)	PUNCT
ertr-234	52	16	,	,	PUNCT
ertr-234	52	17	indicating	indicate	VERB
ertr-234	52	18	special	special	ADJ
ertr-234	52	19	one	one	NUM
ertr-234	52	20	-	-	PUNCT
ertr-234	52	21	off	off	ADP
ertr-234	52	22	events	event	NOUN
ertr-234	52	23	(	(	PUNCT
ertr-234	52	24	for	for	ADP
ertr-234	52	25	which	which	PRON
ertr-234	52	26	baidu	baidu	NOUN
ertr-234	52	27	index	index	NOUN
ertr-234	52	28	also	also	ADV
ertr-234	52	29	provides	provide	VERB
ertr-234	52	30	the	the	DET
ertr-234	52	31	context	context	NOUN
ertr-234	52	32	):	):	PUNCT
ertr-234	52	33	the	the	DET
ertr-234	52	34	major	major	ADJ
ertr-234	52	35	christchurch	christchurch	NOUN
ertr-234	52	36	earthquake	earthquake	NOUN
ertr-234	52	37	in	in	ADP
ertr-234	52	38	february	february	PROPN
ertr-234	52	39	2011	2011	NUM
ertr-234	52	40	,	,	PUNCT
ertr-234	52	41	a	a	DET
ertr-234	52	42	promotional	promotional	ADJ
ertr-234	52	43	campaign	campaign	NOUN
ertr-234	52	44	for	for	ADP
ertr-234	52	45	a	a	DET
ertr-234	52	46	christchurch	christchurch	NOUN
ertr-234	52	47	educational	educational	ADJ
ertr-234	52	48	institution	institution	NOUN
ertr-234	52	49	in	in	ADP
ertr-234	52	50	june	june	PROPN
ertr-234	52	51	2013	2013	NUM
ertr-234	52	52	,	,	PUNCT
ertr-234	52	53	and	and	CCONJ
ertr-234	52	54	the	the	DET
ertr-234	52	55	valentine	valentine	PROPN
ertr-234	52	56	’s	’s	PART
ertr-234	52	57	day	day	PROPN
ertr-234	52	58	earthquake	earthquake	NOUN
ertr-234	52	59	of	of	ADP
ertr-234	52	60	february	february	PROPN
ertr-234	52	61	2016	2016	NUM
ertr-234	52	62	.	.	PUNCT
ertr-234	53	1	figure	figure	VERB
ertr-234	53	2	1	1	NUM
ertr-234	53	3	:	:	PUNCT
ertr-234	53	4	baidu	baidu	NOUN
ertr-234	53	5	search	search	NOUN
ertr-234	53	6	patterns	pattern	NOUN
ertr-234	53	7	for	for	ADP
ertr-234	53	8	christchurch	christchurch	NOUN
ertr-234	53	9	we	we	PRON
ertr-234	53	10	smoothed	smooth	VERB
ertr-234	53	11	all	all	DET
ertr-234	53	12	three	three	NUM
ertr-234	53	13	events	event	NOUN
ertr-234	53	14	over	over	ADP
ertr-234	53	15	with	with	ADP
ertr-234	53	16	moving	move	VERB
ertr-234	53	17	average	average	ADJ
ertr-234	53	18	data	datum	NOUN
ertr-234	53	19	from	from	ADP
ertr-234	53	20	the	the	DET
ertr-234	53	21	immediate	immediate	ADJ
ertr-234	53	22	adjacent	adjacent	ADJ
ertr-234	53	23	periods	period	NOUN
ertr-234	53	24	.	.	PUNCT
ertr-234	54	1	search	search	NOUN
ertr-234	54	2	volume	volume	NOUN
ertr-234	54	3	data	datum	NOUN
ertr-234	54	4	for	for	ADP
ertr-234	54	5	the	the	DET
ertr-234	54	6	other	other	ADJ
ertr-234	54	7	locations	location	NOUN
ertr-234	54	8	did	do	AUX
ertr-234	54	9	not	not	PART
ertr-234	54	10	contain	contain	VERB
ertr-234	54	11	any	any	DET
ertr-234	54	12	obvious	obvious	ADJ
ertr-234	54	13	outliers	outlier	NOUN
ertr-234	54	14	.	.	PUNCT
ertr-234	55	1	thereafter	thereafter	ADV
ertr-234	55	2	we	we	PRON
ertr-234	55	3	calculated	calculate	VERB
ertr-234	55	4	monthly	monthly	ADJ
ertr-234	55	5	averages	average	NOUN
ertr-234	55	6	of	of	ADP
ertr-234	55	7	search	search	NOUN
ertr-234	55	8	volume	volume	NOUN
ertr-234	55	9	scores	score	NOUN
ertr-234	55	10	,	,	PUNCT
ertr-234	55	11	in	in	ADP
ertr-234	55	12	order	order	NOUN
ertr-234	55	13	to	to	PART
ertr-234	55	14	be	be	AUX
ertr-234	55	15	able	able	ADJ
ertr-234	55	16	to	to	PART
ertr-234	55	17	synchronize	synchronize	VERB
ertr-234	55	18	search	search	NOUN
ertr-234	55	19	volume	volume	NOUN
ertr-234	55	20	data	datum	NOUN
ertr-234	55	21	with	with	ADP
ertr-234	55	22	visitor	visitor	NOUN
ertr-234	55	23	arrival	arrival	NOUN
ertr-234	55	24	data	datum	NOUN
ertr-234	55	25	.	.	PUNCT
ertr-234	56	1	the	the	DET
ertr-234	56	2	time	time	NOUN
ertr-234	56	3	series	series	NOUN
ertr-234	56	4	for	for	ADP
ertr-234	56	5	the	the	DET
ertr-234	56	6	monthly	monthly	ADJ
ertr-234	56	7	http://ertr.tamu.edu/	http://ertr.tamu.edu/	NOUN
ertr-234	56	8	e	e	NOUN
ertr-234	56	9	-	-	NOUN
ertr-234	56	10	review	review	NOUN
ertr-234	56	11	of	of	ADP
ertr-234	56	12	tourism	tourism	NOUN
ertr-234	56	13	research	research	NOUN
ertr-234	56	14	(	(	PUNCT
ertr-234	56	15	ertr	ertr	NOUN
ertr-234	56	16	)	)	PUNCT
ertr-234	56	17	,	,	PUNCT
ertr-234	56	18	vol	vol	NOUN
ertr-234	56	19	.	.	PROPN
ertr-234	56	20	15	15	NUM
ertr-234	56	21	,	,	PUNCT
ertr-234	56	22	no	no	INTJ
ertr-234	56	23	.	.	NOUN
ertr-234	57	1	4/5	4/5	NUM
ertr-234	57	2	(	(	PUNCT
ertr-234	57	3	2018	2018	NUM
ertr-234	57	4	)	)	PUNCT
ertr-234	58	1	http://ertr.tamu.edu	http://ertr.tamu.edu	ADP
ertr-234	58	2	408	408	NUM
ertr-234	58	3	arrival	arrival	NOUN
ertr-234	58	4	of	of	ADP
ertr-234	58	5	chinese	chinese	ADJ
ertr-234	58	6	visitors	visitor	NOUN
ertr-234	58	7	at	at	ADP
ertr-234	58	8	christchurch	christchurch	PROPN
ertr-234	58	9	airport	airport	PROPN
ertr-234	58	10	was	be	AUX
ertr-234	58	11	obtained	obtain	VERB
ertr-234	58	12	from	from	ADP
ertr-234	58	13	statistics	statistics	PROPN
ertr-234	58	14	new	new	PROPN
ertr-234	58	15	zealand	zealand	PROPN
ertr-234	58	16	.	.	PUNCT
ertr-234	59	1	for	for	ADP
ertr-234	59	2	the	the	DET
ertr-234	59	3	purpose	purpose	NOUN
ertr-234	59	4	of	of	ADP
ertr-234	59	5	this	this	DET
ertr-234	59	6	analysis	analysis	NOUN
ertr-234	59	7	,	,	PUNCT
ertr-234	59	8	we	we	PRON
ertr-234	59	9	used	use	VERB
ertr-234	59	10	the	the	DET
ertr-234	59	11	data	datum	NOUN
ertr-234	59	12	from	from	ADP
ertr-234	59	13	early	early	ADJ
ertr-234	59	14	2011	2011	NUM
ertr-234	59	15	to	to	ADP
ertr-234	59	16	july	july	PROPN
ertr-234	59	17	2016	2016	NUM
ertr-234	59	18	.	.	PUNCT
ertr-234	60	1	our	our	PRON
ertr-234	60	2	paper	paper	NOUN
ertr-234	60	3	thus	thus	ADV
ertr-234	60	4	has	have	VERB
ertr-234	60	5	three	three	NUM
ertr-234	60	6	aims	aim	NOUN
ertr-234	60	7	:	:	PUNCT
ertr-234	60	8	first	first	ADV
ertr-234	60	9	to	to	PART
ertr-234	60	10	evaluate	evaluate	VERB
ertr-234	60	11	the	the	DET
ertr-234	60	12	predictive	predictive	ADJ
ertr-234	60	13	capacity	capacity	NOUN
ertr-234	60	14	of	of	ADP
ertr-234	60	15	all	all	DET
ertr-234	60	16	three	three	NUM
ertr-234	60	17	approaches	approach	NOUN
ertr-234	60	18	,	,	PUNCT
ertr-234	60	19	second	second	ADJ
ertr-234	60	20	to	to	PART
ertr-234	60	21	assess	assess	VERB
ertr-234	60	22	the	the	DET
ertr-234	60	23	value	value	NOUN
ertr-234	60	24	of	of	ADP
ertr-234	60	25	including	include	VERB
ertr-234	60	26	search	search	NOUN
ertr-234	60	27	data	datum	NOUN
ertr-234	60	28	in	in	ADP
ertr-234	60	29	the	the	DET
ertr-234	60	30	multivariate	multivariate	NOUN
ertr-234	60	31	model	model	NOUN
ertr-234	60	32	and	and	CCONJ
ertr-234	60	33	third	third	ADJ
ertr-234	60	34	to	to	PART
ertr-234	60	35	assess	assess	VERB
ertr-234	60	36	the	the	DET
ertr-234	60	37	value	value	NOUN
ertr-234	60	38	of	of	ADP
ertr-234	60	39	baidu	baidu	NOUN
ertr-234	60	40	search	search	NOUN
ertr-234	60	41	data	datum	NOUN
ertr-234	60	42	for	for	ADP
ertr-234	60	43	predicting	predict	VERB
ertr-234	60	44	chinese	chinese	ADJ
ertr-234	60	45	outbound	outbound	ADJ
ertr-234	60	46	tourism	tourism	NOUN
ertr-234	60	47	demand	demand	NOUN
ertr-234	60	48	.	.	PUNCT
ertr-234	61	1	empirical	empirical	ADJ
ertr-234	61	2	models	model	NOUN
ertr-234	61	3	and	and	CCONJ
ertr-234	61	4	results	result	VERB
ertr-234	61	5	this	this	DET
ertr-234	61	6	research	research	NOUN
ertr-234	61	7	utilises	utilise	VERB
ertr-234	61	8	three	three	NUM
ertr-234	61	9	different	different	ADJ
ertr-234	61	10	approaches	approach	NOUN
ertr-234	61	11	to	to	ADP
ertr-234	61	12	forecasting	forecast	VERB
ertr-234	61	13	chinese	chinese	ADJ
ertr-234	61	14	visitor	visitor	NOUN
ertr-234	61	15	arrivals	arrival	NOUN
ertr-234	61	16	into	into	ADP
ertr-234	61	17	christchurch	christchurch	PROPN
ertr-234	61	18	.	.	PUNCT
ertr-234	62	1	the	the	DET
ertr-234	62	2	first	first	ADJ
ertr-234	62	3	univariate	univariate	ADJ
ertr-234	62	4	approach	approach	NOUN
ertr-234	62	5	employs	employ	VERB
ertr-234	62	6	the	the	DET
ertr-234	62	7	holt	holt	PROPN
ertr-234	62	8	-	-	PUNCT
ertr-234	62	9	winters	winters	PROPN
ertr-234	62	10	forecasting	forecasting	NOUN
ertr-234	62	11	method	method	NOUN
ertr-234	62	12	.	.	PUNCT
ertr-234	63	1	this	this	DET
ertr-234	63	2	method	method	NOUN
ertr-234	63	3	was	be	AUX
ertr-234	63	4	specifically	specifically	ADV
ertr-234	63	5	designed	design	VERB
ertr-234	63	6	to	to	PART
ertr-234	63	7	forecast	forecast	VERB
ertr-234	63	8	univariate	univariate	ADJ
ertr-234	63	9	time	time	NOUN
ertr-234	63	10	series	series	NOUN
ertr-234	63	11	that	that	PRON
ertr-234	63	12	exhibit	exhibit	VERB
ertr-234	63	13	a	a	DET
ertr-234	63	14	clear	clear	ADJ
ertr-234	63	15	seasonal	seasonal	ADJ
ertr-234	63	16	component	component	NOUN
ertr-234	63	17	.	.	PUNCT
ertr-234	64	1	the	the	DET
ertr-234	64	2	underlying	underlie	VERB
ertr-234	64	3	concept	concept	NOUN
ertr-234	64	4	of	of	ADP
ertr-234	64	5	this	this	DET
ertr-234	64	6	method	method	NOUN
ertr-234	64	7	is	be	AUX
ertr-234	64	8	to	to	PART
ertr-234	64	9	draw	draw	VERB
ertr-234	64	10	on	on	ADP
ertr-234	64	11	trend	trend	NOUN
ertr-234	64	12	and	and	CCONJ
ertr-234	64	13	seasonality	seasonality	NOUN
ertr-234	64	14	inherent	inherent	ADJ
ertr-234	64	15	in	in	ADP
ertr-234	64	16	the	the	DET
ertr-234	64	17	time	time	NOUN
ertr-234	64	18	series	series	NOUN
ertr-234	64	19	to	to	PART
ertr-234	64	20	produce	produce	VERB
ertr-234	64	21	forecasts	forecast	NOUN
ertr-234	64	22	.	.	PUNCT
ertr-234	65	1	for	for	ADP
ertr-234	65	2	an	an	DET
ertr-234	65	3	in	in	ADP
ertr-234	65	4	-	-	PUNCT
ertr-234	65	5	depth	depth	NOUN
ertr-234	65	6	description	description	NOUN
ertr-234	65	7	of	of	ADP
ertr-234	65	8	this	this	DET
ertr-234	65	9	approach	approach	NOUN
ertr-234	65	10	see	see	VERB
ertr-234	65	11	holt	holt	PROPN
ertr-234	65	12	(	(	PUNCT
ertr-234	65	13	2004	2004	NUM
ertr-234	65	14	)	)	PUNCT
ertr-234	65	15	and	and	CCONJ
ertr-234	65	16	winters	winter	NOUN
ertr-234	65	17	(	(	PUNCT
ertr-234	65	18	1960	1960	NUM
ertr-234	65	19	)	)	PUNCT
ertr-234	65	20	.	.	PUNCT
ertr-234	66	1	as	as	SCONJ
ertr-234	66	2	the	the	DET
ertr-234	66	3	visitor	visitor	NOUN
ertr-234	66	4	arrivals	arrival	NOUN
ertr-234	66	5	time	time	NOUN
ertr-234	66	6	series	series	PROPN
ertr-234	66	7	displays	display	VERB
ertr-234	66	8	a	a	DET
ertr-234	66	9	clearly	clearly	ADV
ertr-234	66	10	increasing	increase	VERB
ertr-234	66	11	pattern	pattern	NOUN
ertr-234	66	12	of	of	ADP
ertr-234	66	13	seasonality	seasonality	NOUN
ertr-234	66	14	we	we	PRON
ertr-234	66	15	employed	employ	VERB
ertr-234	66	16	the	the	DET
ertr-234	66	17	multiplicative	multiplicative	ADJ
ertr-234	66	18	version	version	NOUN
ertr-234	66	19	of	of	ADP
ertr-234	66	20	the	the	DET
ertr-234	66	21	holt	holt	PROPN
ertr-234	66	22	winters	winters	PROPN
ertr-234	66	23	forecasting	forecasting	NOUN
ertr-234	66	24	method	method	NOUN
ertr-234	66	25	(	(	PUNCT
ertr-234	66	26	see	see	VERB
ertr-234	66	27	chatfield	chatfield	PROPN
ertr-234	66	28	,	,	PUNCT
ertr-234	66	29	1978	1978	NUM
ertr-234	66	30	)	)	PUNCT
ertr-234	66	31	.	.	PUNCT
ertr-234	67	1	the	the	DET
ertr-234	67	2	second	second	ADJ
ertr-234	67	3	univariate	univariate	ADJ
ertr-234	67	4	method	method	NOUN
ertr-234	67	5	utilizes	utilize	VERB
ertr-234	67	6	the	the	DET
ertr-234	67	7	autoregressive	autoregressive	ADJ
ertr-234	67	8	integrated	integrated	ADJ
ertr-234	67	9	moving	move	VERB
ertr-234	67	10	average	average	ADJ
ertr-234	67	11	(	(	PUNCT
ertr-234	67	12	arima	arima	NOUN
ertr-234	67	13	)	)	PUNCT
ertr-234	67	14	approach	approach	NOUN
ertr-234	67	15	as	as	SCONJ
ertr-234	67	16	devised	devise	VERB
ertr-234	67	17	by	by	ADP
ertr-234	67	18	box	box	PROPN
ertr-234	67	19	and	and	CCONJ
ertr-234	67	20	jenkins	jenkins	PROPN
ertr-234	67	21	(	(	PUNCT
ertr-234	67	22	1968	1968	NUM
ertr-234	67	23	)	)	PUNCT
ertr-234	67	24	.	.	PUNCT
ertr-234	68	1	this	this	DET
ertr-234	68	2	methodology	methodology	NOUN
ertr-234	68	3	requires	require	VERB
ertr-234	68	4	the	the	DET
ertr-234	68	5	existing	exist	VERB
ertr-234	68	6	times	time	NOUN
ertr-234	68	7	series	series	NOUN
ertr-234	68	8	(	(	PUNCT
ertr-234	68	9	e.g.	e.g.	ADV
ertr-234	68	10	arrival	arrival	NOUN
ertr-234	68	11	)	)	PUNCT
ertr-234	68	12	to	to	PART
ertr-234	68	13	be	be	AUX
ertr-234	68	14	stationary	stationary	ADJ
ertr-234	68	15	(	(	PUNCT
ertr-234	68	16	e.g.	e.g.	ADV
ertr-234	68	17	the	the	DET
ertr-234	68	18	means	mean	NOUN
ertr-234	68	19	and	and	CCONJ
ertr-234	68	20	standard	standard	ADJ
ertr-234	68	21	deviations	deviation	NOUN
ertr-234	68	22	should	should	AUX
ertr-234	68	23	be	be	AUX
ertr-234	68	24	similar	similar	ADJ
ertr-234	68	25	at	at	ADP
ertr-234	68	26	different	different	ADJ
ertr-234	68	27	intervals	interval	NOUN
ertr-234	68	28	of	of	ADP
ertr-234	68	29	the	the	DET
ertr-234	68	30	series	series	NOUN
ertr-234	68	31	)	)	PUNCT
ertr-234	68	32	.	.	PUNCT
ertr-234	69	1	after	after	ADP
ertr-234	69	2	inspecting	inspect	VERB
ertr-234	69	3	the	the	DET
ertr-234	69	4	visitor	visitor	NOUN
ertr-234	69	5	arrival	arrival	PROPN
ertr-234	69	6	time	time	NOUN
ertr-234	69	7	series	series	NOUN
ertr-234	69	8	for	for	ADP
ertr-234	69	9	existing	exist	VERB
ertr-234	69	10	auto	auto	NOUN
ertr-234	69	11	-	-	PUNCT
ertr-234	69	12	correlations	correlation	NOUN
ertr-234	69	13	and	and	CCONJ
ertr-234	69	14	partial	partial	ADJ
ertr-234	69	15	autocorrelations	autocorrelation	NOUN
ertr-234	69	16	we	we	PRON
ertr-234	69	17	decided	decide	VERB
ertr-234	69	18	to	to	PART
ertr-234	69	19	build	build	VERB
ertr-234	69	20	an	an	DET
ertr-234	69	21	arima	arima	NOUN
ertr-234	69	22	model	model	NOUN
ertr-234	69	23	of	of	ADP
ertr-234	69	24	the	the	DET
ertr-234	69	25	form	form	NOUN
ertr-234	69	26	of	of	ADP
ertr-234	69	27	(	(	PUNCT
ertr-234	69	28	0,1,1)(0,1,1)x12	0,1,1)(0,1,1)x12	PROPN
ertr-234	69	29	,	,	PUNCT
ertr-234	69	30	which	which	PRON
ertr-234	69	31	mimics	mimic	VERB
ertr-234	69	32	the	the	DET
ertr-234	69	33	structure	structure	NOUN
ertr-234	69	34	of	of	ADP
ertr-234	69	35	the	the	DET
ertr-234	69	36	well	well	ADV
ertr-234	69	37	-	-	PUNCT
ertr-234	69	38	known	know	VERB
ertr-234	69	39	‘	'	PUNCT
ertr-234	69	40	airline	airline	NOUN
ertr-234	69	41	model	model	NOUN
ertr-234	69	42	’	'	PUNCT
ertr-234	69	43	.	.	PUNCT
ertr-234	70	1	finally	finally	ADV
ertr-234	70	2	,	,	PUNCT
ertr-234	70	3	we	we	PRON
ertr-234	70	4	specified	specify	VERB
ertr-234	70	5	a	a	DET
ertr-234	70	6	vector	vector	NOUN
ertr-234	70	7	autoregressive	autoregressive	ADJ
ertr-234	70	8	model	model	NOUN
ertr-234	70	9	to	to	PART
ertr-234	70	10	forecast	forecast	VERB
ertr-234	70	11	visitor	visitor	NOUN
ertr-234	70	12	arrivals	arrival	NOUN
ertr-234	70	13	.	.	PUNCT
ertr-234	71	1	this	this	DET
ertr-234	71	2	methodology	methodology	NOUN
ertr-234	71	3	has	have	AUX
ertr-234	71	4	emerged	emerge	VERB
ertr-234	71	5	relatively	relatively	ADV
ertr-234	71	6	recently	recently	ADV
ertr-234	71	7	and	and	CCONJ
ertr-234	71	8	was	be	AUX
ertr-234	71	9	originally	originally	ADV
ertr-234	71	10	pioneered	pioneer	VERB
ertr-234	71	11	by	by	ADP
ertr-234	71	12	watson	watson	PROPN
ertr-234	71	13	(	(	PUNCT
ertr-234	71	14	1994	1994	NUM
ertr-234	71	15	)	)	PUNCT
ertr-234	71	16	and	and	CCONJ
ertr-234	71	17	hamilton	hamilton	PROPN
ertr-234	71	18	(	(	PUNCT
ertr-234	71	19	1994	1994	NUM
ertr-234	71	20	)	)	PUNCT
ertr-234	71	21	.	.	PUNCT
ertr-234	72	1	calibration	calibration	NOUN
ertr-234	72	2	of	of	ADP
ertr-234	72	3	a	a	DET
ertr-234	72	4	var	var	NOUN
ertr-234	72	5	model	model	NOUN
ertr-234	72	6	is	be	AUX
ertr-234	72	7	significantly	significantly	ADV
ertr-234	72	8	more	more	ADV
ertr-234	72	9	complex	complex	ADJ
ertr-234	72	10	than	than	ADP
ertr-234	72	11	univariate	univariate	ADJ
ertr-234	72	12	models	model	NOUN
ertr-234	72	13	and	and	CCONJ
ertr-234	72	14	requires	require	VERB
ertr-234	72	15	a	a	DET
ertr-234	72	16	number	number	NOUN
ertr-234	72	17	of	of	ADP
ertr-234	72	18	preand	preand	NOUN
ertr-234	72	19	post	post	ADJ
ertr-234	72	20	-	-	ADJ
ertr-234	72	21	model	model	ADJ
ertr-234	72	22	building	building	NOUN
ertr-234	72	23	tests	test	NOUN
ertr-234	72	24	.	.	PUNCT
ertr-234	73	1	we	we	PRON
ertr-234	73	2	utilised	utilise	VERB
ertr-234	73	3	the	the	DET
ertr-234	73	4	visitor	visitor	NOUN
ertr-234	73	5	arrival	arrival	PROPN
ertr-234	73	6	series	series	NOUN
ertr-234	73	7	as	as	ADV
ertr-234	73	8	well	well	ADV
ertr-234	73	9	as	as	ADP
ertr-234	73	10	the	the	DET
ertr-234	73	11	baidu	baidu	NOUN
ertr-234	73	12	keyword	keyword	NOUN
ertr-234	73	13	search	search	NOUN
ertr-234	73	14	series	series	NOUN
ertr-234	73	15	for	for	ADP
ertr-234	73	16	the	the	DET
ertr-234	73	17	chinese	chinese	ADJ
ertr-234	73	18	terms	term	NOUN
ertr-234	73	19	for	for	ADP
ertr-234	73	20	‘	'	PUNCT
ertr-234	73	21	christchurch	christchurch	NOUN
ertr-234	73	22	’	'	PUNCT
ertr-234	73	23	and	and	CCONJ
ertr-234	73	24	‘	'	PUNCT
ertr-234	73	25	new	new	PROPN
ertr-234	73	26	zealand	zealand	PROPN
ertr-234	73	27	’	'	PUNCT
ertr-234	73	28	and	and	CCONJ
ertr-234	73	29	‘	'	PUNCT
ertr-234	73	30	queenstown	queenstown	NOUN
ertr-234	73	31	’	'	PUNCT
ertr-234	73	32	.	.	PUNCT
ertr-234	74	1	additionally	additionally	ADV
ertr-234	74	2	,	,	PUNCT
ertr-234	74	3	to	to	PART
ertr-234	74	4	account	account	VERB
ertr-234	74	5	for	for	ADP
ertr-234	74	6	the	the	DET
ertr-234	74	7	seasonality	seasonality	NOUN
ertr-234	74	8	in	in	ADP
ertr-234	74	9	the	the	DET
ertr-234	74	10	data	datum	NOUN
ertr-234	74	11	we	we	PRON
ertr-234	74	12	added	add	VERB
ertr-234	74	13	the	the	DET
ertr-234	74	14	month	month	NOUN
ertr-234	74	15	as	as	ADP
ertr-234	74	16	an	an	DET
ertr-234	74	17	exogenous	exogenous	ADJ
ertr-234	74	18	term	term	NOUN
ertr-234	74	19	.	.	PUNCT
ertr-234	75	1	in	in	ADP
ertr-234	75	2	preparation	preparation	NOUN
ertr-234	75	3	,	,	PUNCT
ertr-234	75	4	all	all	DET
ertr-234	75	5	four	four	NUM
ertr-234	75	6	endogenous	endogenous	ADJ
ertr-234	75	7	time	time	NOUN
ertr-234	75	8	series	series	NOUN
ertr-234	75	9	were	be	AUX
ertr-234	75	10	transformed	transform	VERB
ertr-234	75	11	using	use	VERB
ertr-234	75	12	their	their	PRON
ertr-234	75	13	natural	natural	ADJ
ertr-234	75	14	logarithm	logarithm	NOUN
ertr-234	75	15	and	and	CCONJ
ertr-234	75	16	were	be	AUX
ertr-234	75	17	differenced	difference	VERB
ertr-234	75	18	to	to	PART
ertr-234	75	19	achieve	achieve	VERB
ertr-234	75	20	stationarity	stationarity	NOUN
ertr-234	75	21	.	.	PUNCT
ertr-234	76	1	the	the	DET
ertr-234	76	2	necessary	necessary	ADJ
ertr-234	76	3	lag	lag	NOUN
ertr-234	76	4	order	order	NOUN
ertr-234	76	5	for	for	ADP
ertr-234	76	6	this	this	DET
ertr-234	76	7	particular	particular	ADJ
ertr-234	76	8	model	model	NOUN
ertr-234	76	9	was	be	AUX
ertr-234	76	10	determined	determine	VERB
ertr-234	76	11	to	to	PART
ertr-234	76	12	be	be	AUX
ertr-234	76	13	4	4	NUM
ertr-234	76	14	,	,	PUNCT
ertr-234	76	15	using	use	VERB
ertr-234	76	16	akaike	akaike	ADJ
ertr-234	76	17	’s	’s	PART
ertr-234	76	18	information	information	NOUN
ertr-234	76	19	criterion	criterion	NOUN
ertr-234	76	20	.	.	PUNCT
ertr-234	77	1	the	the	DET
ertr-234	77	2	model	model	NOUN
ertr-234	77	3	(	(	PUNCT
ertr-234	77	4	see	see	VERB
ertr-234	77	5	appendix	appendix	NOUN
ertr-234	77	6	i	i	PRON
ertr-234	77	7	)	)	PUNCT
ertr-234	77	8	showed	show	VERB
ertr-234	77	9	a	a	DET
ertr-234	77	10	high	high	ADJ
ertr-234	77	11	degree	degree	NOUN
ertr-234	77	12	of	of	ADP
ertr-234	77	13	predictive	predictive	ADJ
ertr-234	77	14	capacity	capacity	NOUN
ertr-234	77	15	(	(	PUNCT
ertr-234	77	16	r	r	NOUN
ertr-234	77	17	-	-	ADV
ertr-234	77	18	squared=	squared=	NUM
ertr-234	77	19	0.86	0.86	NUM
ertr-234	77	20	)	)	PUNCT
ertr-234	77	21	and	and	CCONJ
ertr-234	77	22	post	post	ADJ
ertr-234	77	23	-	-	ADJ
ertr-234	77	24	model	model	ADJ
ertr-234	77	25	building	building	NOUN
ertr-234	77	26	analysis	analysis	NOUN
ertr-234	77	27	revealed	reveal	VERB
ertr-234	77	28	that	that	SCONJ
ertr-234	77	29	the	the	DET
ertr-234	77	30	model	model	NOUN
ertr-234	77	31	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	77	32	e	e	NOUN
ertr-234	77	33	-	-	NOUN
ertr-234	77	34	review	review	NOUN
ertr-234	77	35	of	of	ADP
ertr-234	77	36	tourism	tourism	NOUN
ertr-234	77	37	research	research	NOUN
ertr-234	77	38	(	(	PUNCT
ertr-234	77	39	ertr	ertr	NOUN
ertr-234	77	40	)	)	PUNCT
ertr-234	77	41	,	,	PUNCT
ertr-234	77	42	vol	vol	NOUN
ertr-234	77	43	.	.	PROPN
ertr-234	77	44	15	15	NUM
ertr-234	77	45	,	,	PUNCT
ertr-234	77	46	no	no	INTJ
ertr-234	77	47	.	.	NOUN
ertr-234	77	48	4/5	4/5	NUM
ertr-234	77	49	(	(	PUNCT
ertr-234	77	50	2018	2018	NUM
ertr-234	77	51	)	)	PUNCT
ertr-234	77	52	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	77	53	409	409	NUM
ertr-234	77	54	exhibited	exhibit	VERB
ertr-234	77	55	satisfactory	satisfactory	ADJ
ertr-234	77	56	statistical	statistical	ADJ
ertr-234	77	57	properties	property	NOUN
ertr-234	77	58	e.g.	e.g.	ADV
ertr-234	77	59	there	there	PRON
ertr-234	77	60	was	be	VERB
ertr-234	77	61	no	no	DET
ertr-234	77	62	remaining	remain	VERB
ertr-234	77	63	autocorrelation	autocorrelation	NOUN
ertr-234	77	64	at	at	ADP
ertr-234	77	65	the	the	DET
ertr-234	77	66	chosen	choose	VERB
ertr-234	77	67	lag	lag	NOUN
ertr-234	77	68	order	order	NOUN
ertr-234	77	69	and	and	CCONJ
ertr-234	77	70	that	that	PRON
ertr-234	77	71	disturbances	disturbance	NOUN
ertr-234	77	72	were	be	AUX
ertr-234	77	73	largely	largely	ADV
ertr-234	77	74	normally	normally	ADV
ertr-234	77	75	distributed	distribute	VERB
ertr-234	77	76	.	.	PUNCT
ertr-234	78	1	the	the	DET
ertr-234	78	2	prediction	prediction	NOUN
ertr-234	78	3	and	and	CCONJ
ertr-234	78	4	forecasting	forecasting	NOUN
ertr-234	78	5	results	result	NOUN
ertr-234	78	6	of	of	ADP
ertr-234	78	7	all	all	DET
ertr-234	78	8	three	three	NUM
ertr-234	78	9	models	model	NOUN
ertr-234	78	10	were	be	AUX
ertr-234	78	11	superimposed	superimpose	VERB
ertr-234	78	12	over	over	ADP
ertr-234	78	13	the	the	DET
ertr-234	78	14	original	original	ADJ
ertr-234	78	15	visitor	visitor	NOUN
ertr-234	78	16	arrival	arrival	PROPN
ertr-234	78	17	times	times	PROPN
ertr-234	78	18	series	series	PROPN
ertr-234	78	19	and	and	CCONJ
ertr-234	78	20	can	can	AUX
ertr-234	78	21	be	be	AUX
ertr-234	78	22	seen	see	VERB
ertr-234	78	23	in	in	ADP
ertr-234	78	24	figure	figure	NOUN
ertr-234	78	25	2	2	NUM
ertr-234	78	26	.	.	PUNCT
ertr-234	78	27	to	to	ADP
ertr-234	78	28	the	the	DET
ertr-234	78	29	left	left	NOUN
ertr-234	78	30	of	of	ADP
ertr-234	78	31	the	the	DET
ertr-234	78	32	vertical	vertical	ADJ
ertr-234	78	33	red	red	ADJ
ertr-234	78	34	line	line	NOUN
ertr-234	78	35	,	,	PUNCT
ertr-234	78	36	it	it	PRON
ertr-234	78	37	is	be	AUX
ertr-234	78	38	obvious	obvious	ADJ
ertr-234	78	39	that	that	SCONJ
ertr-234	78	40	all	all	DET
ertr-234	78	41	three	three	NUM
ertr-234	78	42	models	model	NOUN
ertr-234	78	43	produce	produce	VERB
ertr-234	78	44	predictions	prediction	NOUN
ertr-234	78	45	that	that	PRON
ertr-234	78	46	follow	follow	VERB
ertr-234	78	47	the	the	DET
ertr-234	78	48	general	general	ADJ
ertr-234	78	49	pattern	pattern	NOUN
ertr-234	78	50	of	of	ADP
ertr-234	78	51	the	the	DET
ertr-234	78	52	time	time	NOUN
ertr-234	78	53	series	series	NOUN
ertr-234	78	54	very	very	ADV
ertr-234	78	55	well	well	ADV
ertr-234	78	56	.	.	PUNCT
ertr-234	79	1	we	we	PRON
ertr-234	79	2	calculated	calculate	VERB
ertr-234	79	3	the	the	DET
ertr-234	79	4	relative	relative	ADJ
ertr-234	79	5	mean	mean	NOUN
ertr-234	79	6	square	square	ADJ
ertr-234	79	7	error	error	NOUN
ertr-234	79	8	(	(	PUNCT
ertr-234	79	9	rmse	rmse	NOUN
ertr-234	79	10	)	)	PUNCT
ertr-234	79	11	for	for	ADP
ertr-234	79	12	each	each	PRON
ertr-234	79	13	of	of	ADP
ertr-234	79	14	the	the	DET
ertr-234	79	15	three	three	NUM
ertr-234	79	16	model	model	NOUN
ertr-234	79	17	predictions	prediction	NOUN
ertr-234	79	18	via	via	ADP
ertr-234	79	19	we	we	PRON
ertr-234	79	20	found	find	VERB
ertr-234	79	21	that	that	PRON
ertr-234	79	22	of	of	ADP
ertr-234	79	23	the	the	DET
ertr-234	79	24	three	three	NUM
ertr-234	79	25	forecasting	forecasting	NOUN
ertr-234	79	26	models	model	NOUN
ertr-234	79	27	used	use	VERB
ertr-234	79	28	,	,	PUNCT
ertr-234	79	29	the	the	DET
ertr-234	79	30	two	two	NUM
ertr-234	79	31	univariate	univariate	ADJ
ertr-234	79	32	models	model	NOUN
ertr-234	79	33	tended	tend	VERB
ertr-234	79	34	to	to	PART
ertr-234	79	35	produce	produce	VERB
ertr-234	79	36	inferior	inferior	ADJ
ertr-234	79	37	results	result	NOUN
ertr-234	79	38	to	to	ADP
ertr-234	79	39	the	the	DET
ertr-234	79	40	vector	vector	NOUN
ertr-234	79	41	autoregressive	autoregressive	ADJ
ertr-234	79	42	model	model	NOUN
ertr-234	79	43	(	(	PUNCT
ertr-234	79	44	holt	holt	PROPN
ertr-234	79	45	winters	winter	NOUN
ertr-234	79	46	provided	provide	VERB
ertr-234	79	47	an	an	DET
ertr-234	79	48	rmse	rmse	NOUN
ertr-234	79	49	of	of	ADP
ertr-234	79	50	601.353	601.353	NUM
ertr-234	79	51	,	,	PUNCT
ertr-234	79	52	arima	arima	PROPN
ertr-234	79	53	provided	provide	VERB
ertr-234	79	54	an	an	DET
ertr-234	79	55	rmse	rmse	NOUN
ertr-234	79	56	of	of	ADP
ertr-234	79	57	854.222	854.222	NUM
ertr-234	79	58	and	and	CCONJ
ertr-234	79	59	our	our	PRON
ertr-234	79	60	vector	vector	NOUN
ertr-234	79	61	autoregressive	autoregressive	ADJ
ertr-234	79	62	(	(	PUNCT
ertr-234	79	63	var	var	NOUN
ertr-234	79	64	)	)	PUNCT
ertr-234	79	65	model	model	NOUN
ertr-234	79	66	delivered	deliver	VERB
ertr-234	79	67	an	an	DET
ertr-234	79	68	rmse	rmse	NOUN
ertr-234	79	69	of	of	ADP
ertr-234	79	70	443.603	443.603	NUM
ertr-234	79	71	)	)	PUNCT
ertr-234	79	72	.	.	PUNCT
ertr-234	80	1	while	while	SCONJ
ertr-234	80	2	prediction	prediction	NOUN
ertr-234	80	3	of	of	ADP
ertr-234	80	4	past	past	ADJ
ertr-234	80	5	arrival	arrival	NOUN
ertr-234	80	6	data	datum	NOUN
ertr-234	80	7	is	be	AUX
ertr-234	80	8	no	no	DET
ertr-234	80	9	guarantee	guarantee	NOUN
ertr-234	80	10	for	for	ADP
ertr-234	80	11	the	the	DET
ertr-234	80	12	accurate	accurate	ADJ
ertr-234	80	13	forecast	forecast	NOUN
ertr-234	80	14	of	of	ADP
ertr-234	80	15	future	future	ADJ
ertr-234	80	16	arrivals	arrival	NOUN
ertr-234	80	17	,	,	PUNCT
ertr-234	80	18	it	it	PRON
ertr-234	80	19	is	be	AUX
ertr-234	80	20	the	the	DET
ertr-234	80	21	var	var	PROPN
ertr-234	80	22	model	model	NOUN
ertr-234	80	23	appears	appear	VERB
ertr-234	80	24	most	most	ADV
ertr-234	80	25	instructive	instructive	ADJ
ertr-234	80	26	for	for	ADP
ertr-234	80	27	forecasting	forecast	VERB
ertr-234	80	28	purposes	purpose	NOUN
ertr-234	80	29	(	(	PUNCT
ertr-234	80	30	figure	figure	NOUN
ertr-234	80	31	2	2	NUM
ertr-234	80	32	)	)	PUNCT
ertr-234	80	33	.	.	PUNCT
ertr-234	81	1	the	the	DET
ertr-234	81	2	model	model	NOUN
ertr-234	81	3	was	be	AUX
ertr-234	81	4	built	build	VERB
ertr-234	81	5	using	use	VERB
ertr-234	81	6	data	datum	NOUN
ertr-234	81	7	covering	cover	VERB
ertr-234	81	8	the	the	DET
ertr-234	81	9	period	period	NOUN
ertr-234	81	10	from	from	ADP
ertr-234	81	11	april	april	PROPN
ertr-234	81	12	2011	2011	NUM
ertr-234	81	13	to	to	ADP
ertr-234	81	14	june	june	PROPN
ertr-234	81	15	2016	2016	NUM
ertr-234	81	16	(	(	PUNCT
ertr-234	81	17	to	to	ADP
ertr-234	81	18	the	the	DET
ertr-234	81	19	left	left	NOUN
ertr-234	81	20	of	of	ADP
ertr-234	81	21	the	the	DET
ertr-234	81	22	vertical	vertical	ADJ
ertr-234	81	23	line	line	NOUN
ertr-234	81	24	)	)	PUNCT
ertr-234	81	25	.	.	PUNCT
ertr-234	82	1	we	we	PRON
ertr-234	82	2	then	then	ADV
ertr-234	82	3	added	add	VERB
ertr-234	82	4	forecast	forecast	NOUN
ertr-234	82	5	and	and	CCONJ
ertr-234	82	6	post	post	ADJ
ertr-234	82	7	-	-	ADJ
ertr-234	82	8	model	model	ADJ
ertr-234	82	9	arrival	arrival	NOUN
ertr-234	82	10	data	datum	NOUN
ertr-234	82	11	for	for	ADP
ertr-234	82	12	another	another	DET
ertr-234	82	13	12	12	NUM
ertr-234	82	14	months	month	NOUN
ertr-234	82	15	.	.	PUNCT
ertr-234	83	1	in	in	ADP
ertr-234	83	2	the	the	DET
ertr-234	83	3	forecasting	forecasting	NOUN
ertr-234	83	4	period	period	NOUN
ertr-234	83	5	,	,	PUNCT
ertr-234	83	6	to	to	ADP
ertr-234	83	7	the	the	DET
ertr-234	83	8	right	right	NOUN
ertr-234	83	9	of	of	ADP
ertr-234	83	10	the	the	DET
ertr-234	83	11	vertical	vertical	ADJ
ertr-234	83	12	line	line	NOUN
ertr-234	83	13	,	,	PUNCT
ertr-234	83	14	we	we	PRON
ertr-234	83	15	can	can	AUX
ertr-234	83	16	see	see	VERB
ertr-234	83	17	a	a	DET
ertr-234	83	18	sustained	sustained	ADJ
ertr-234	83	19	rise	rise	NOUN
ertr-234	83	20	in	in	ADP
ertr-234	83	21	visitor	visitor	NOUN
ertr-234	83	22	numbers	number	NOUN
ertr-234	83	23	along	along	ADP
ertr-234	83	24	with	with	ADP
ertr-234	83	25	a	a	DET
ertr-234	83	26	solidified	solidify	VERB
ertr-234	83	27	seasonal	seasonal	ADJ
ertr-234	83	28	pattern	pattern	NOUN
ertr-234	83	29	.	.	PUNCT
ertr-234	84	1	the	the	DET
ertr-234	84	2	arima	arima	PROPN
ertr-234	84	3	and	and	CCONJ
ertr-234	84	4	holt	holt	PROPN
ertr-234	84	5	-	-	PUNCT
ertr-234	84	6	winters	winter	NOUN
ertr-234	84	7	models	model	NOUN
ertr-234	84	8	appear	appear	VERB
ertr-234	84	9	to	to	PART
ertr-234	84	10	be	be	AUX
ertr-234	84	11	slightly	slightly	ADV
ertr-234	84	12	more	more	ADV
ertr-234	84	13	optimistic	optimistic	ADJ
ertr-234	84	14	than	than	ADP
ertr-234	84	15	the	the	DET
ertr-234	84	16	var	var	NOUN
ertr-234	84	17	model	model	NOUN
ertr-234	84	18	in	in	ADP
ertr-234	84	19	their	their	PRON
ertr-234	84	20	forecasts	forecast	NOUN
ertr-234	84	21	.	.	PUNCT
ertr-234	85	1	in	in	ADP
ertr-234	85	2	the	the	DET
ertr-234	85	3	forecasting	forecasting	NOUN
ertr-234	85	4	period	period	NOUN
ertr-234	85	5	of	of	ADP
ertr-234	85	6	four	four	NUM
ertr-234	85	7	or	or	CCONJ
ertr-234	85	8	five	five	NUM
ertr-234	85	9	months	month	NOUN
ertr-234	85	10	immediately	immediately	ADV
ertr-234	85	11	following	follow	VERB
ertr-234	85	12	we	we	PRON
ertr-234	85	13	can	can	AUX
ertr-234	85	14	see	see	VERB
ertr-234	85	15	that	that	SCONJ
ertr-234	85	16	the	the	DET
ertr-234	85	17	var	var	NOUN
ertr-234	85	18	data	data	PROPN
ertr-234	85	19	follows	follow	VERB
ertr-234	85	20	the	the	DET
ertr-234	85	21	actual	actual	ADJ
ertr-234	85	22	observed	observed	ADJ
ertr-234	85	23	pattern	pattern	NOUN
ertr-234	85	24	significantly	significantly	ADV
ertr-234	85	25	closer	close	ADV
ertr-234	85	26	than	than	ADP
ertr-234	85	27	the	the	DET
ertr-234	85	28	forecasts	forecast	NOUN
ertr-234	85	29	obtained	obtain	VERB
ertr-234	85	30	via	via	ADP
ertr-234	85	31	the	the	DET
ertr-234	85	32	holt	holt	PROPN
ertr-234	85	33	-	-	PUNCT
ertr-234	85	34	winters	winter	NOUN
ertr-234	85	35	and	and	CCONJ
ertr-234	85	36	arima	arima	PROPN
ertr-234	85	37	methods	method	NOUN
ertr-234	85	38	.	.	PUNCT
ertr-234	86	1	however	however	ADV
ertr-234	86	2	,	,	PUNCT
ertr-234	86	3	it	it	PRON
ertr-234	86	4	is	be	AUX
ertr-234	86	5	also	also	ADV
ertr-234	86	6	apparent	apparent	ADJ
ertr-234	86	7	that	that	SCONJ
ertr-234	86	8	following	follow	VERB
ertr-234	86	9	the	the	DET
ertr-234	86	10	initial	initial	ADJ
ertr-234	86	11	forecasting	forecasting	NOUN
ertr-234	86	12	period	period	NOUN
ertr-234	86	13	actual	actual	ADJ
ertr-234	86	14	and	and	CCONJ
ertr-234	86	15	predicted	predict	VERB
ertr-234	86	16	data	datum	NOUN
ertr-234	86	17	diverge	diverge	VERB
ertr-234	86	18	substantially	substantially	ADV
ertr-234	86	19	.	.	PUNCT
ertr-234	87	1	the	the	DET
ertr-234	87	2	very	very	ADV
ertr-234	87	3	stark	stark	ADJ
ertr-234	87	4	contrast	contrast	NOUN
ertr-234	87	5	in	in	ADP
ertr-234	87	6	predicted	predict	VERB
ertr-234	87	7	and	and	CCONJ
ertr-234	87	8	observed	observe	VERB
ertr-234	87	9	peak	peak	NOUN
ertr-234	87	10	visitation	visitation	NOUN
ertr-234	87	11	that	that	PRON
ertr-234	87	12	can	can	AUX
ertr-234	87	13	be	be	AUX
ertr-234	87	14	observed	observe	VERB
ertr-234	87	15	in	in	ADP
ertr-234	87	16	january	january	PROPN
ertr-234	87	17	/	/	SYM
ertr-234	87	18	february	february	PROPN
ertr-234	87	19	can	can	AUX
ertr-234	87	20	most	most	ADV
ertr-234	87	21	likely	likely	ADV
ertr-234	87	22	be	be	AUX
ertr-234	87	23	ascribed	ascribe	VERB
ertr-234	87	24	the	the	DET
ertr-234	87	25	occurrence	occurrence	NOUN
ertr-234	87	26	of	of	ADP
ertr-234	87	27	chinese	chinese	ADJ
ertr-234	87	28	new	new	ADJ
ertr-234	87	29	year	year	NOUN
ertr-234	87	30	,	,	PUNCT
ertr-234	87	31	which	which	PRON
ertr-234	87	32	occurred	occur	VERB
ertr-234	87	33	in	in	ADP
ertr-234	87	34	the	the	DET
ertr-234	87	35	previous	previous	ADJ
ertr-234	87	36	year	year	NOUN
ertr-234	87	37	in	in	ADP
ertr-234	87	38	february	february	PROPN
ertr-234	87	39	,	,	PUNCT
ertr-234	87	40	while	while	SCONJ
ertr-234	87	41	it	it	PRON
ertr-234	87	42	was	be	AUX
ertr-234	87	43	celebrated	celebrate	VERB
ertr-234	87	44	in	in	ADP
ertr-234	87	45	2017	2017	NUM
ertr-234	87	46	in	in	ADP
ertr-234	87	47	the	the	DET
ertr-234	87	48	month	month	NOUN
ertr-234	87	49	of	of	ADP
ertr-234	87	50	january	january	PROPN
ertr-234	87	51	.	.	PUNCT
ertr-234	88	1	chinese	chinese	ADJ
ertr-234	88	2	new	new	ADJ
ertr-234	88	3	year	year	NOUN
ertr-234	88	4	is	be	AUX
ertr-234	88	5	usually	usually	ADV
ertr-234	88	6	associated	associate	VERB
ertr-234	88	7	with	with	ADP
ertr-234	88	8	significantly	significantly	ADV
ertr-234	88	9	increased	increase	VERB
ertr-234	88	10	travel	travel	NOUN
ertr-234	88	11	activities	activity	NOUN
ertr-234	88	12	of	of	ADP
ertr-234	88	13	chinese	chinese	ADJ
ertr-234	88	14	residents	resident	NOUN
ertr-234	88	15	(	(	PUNCT
ertr-234	88	16	pan	pan	PROPN
ertr-234	88	17	et	et	PROPN
ertr-234	88	18	al	al	PROPN
ertr-234	88	19	.	.	PROPN
ertr-234	88	20	,	,	PUNCT
ertr-234	88	21	2006	2006	NUM
ertr-234	88	22	)	)	PUNCT
ertr-234	88	23	.	.	PUNCT
ertr-234	89	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	90	1	e	e	X
ertr-234	90	2	-	-	NOUN
ertr-234	90	3	review	review	NOUN
ertr-234	90	4	of	of	ADP
ertr-234	90	5	tourism	tourism	NOUN
ertr-234	90	6	research	research	NOUN
ertr-234	90	7	(	(	PUNCT
ertr-234	90	8	ertr	ertr	NOUN
ertr-234	90	9	)	)	PUNCT
ertr-234	90	10	,	,	PUNCT
ertr-234	90	11	vol	vol	NOUN
ertr-234	90	12	.	.	PROPN
ertr-234	90	13	15	15	NUM
ertr-234	90	14	,	,	PUNCT
ertr-234	90	15	no	no	INTJ
ertr-234	90	16	.	.	NOUN
ertr-234	90	17	4/5	4/5	NUM
ertr-234	90	18	(	(	PUNCT
ertr-234	90	19	2018	2018	NUM
ertr-234	90	20	)	)	PUNCT
ertr-234	90	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	90	22	410	410	NUM
ertr-234	90	23	figure	figure	NOUN
ertr-234	90	24	2	2	NUM
ertr-234	90	25	:	:	PUNCT
ertr-234	90	26	predictions	prediction	NOUN
ertr-234	90	27	and	and	CCONJ
ertr-234	90	28	forecasts	forecast	NOUN
ertr-234	90	29	of	of	ADP
ertr-234	90	30	visitor	visitor	NOUN
ertr-234	90	31	arrivals	arrival	NOUN
ertr-234	90	32	the	the	DET
ertr-234	90	33	forecast	forecast	NOUN
ertr-234	90	34	of	of	ADP
ertr-234	90	35	the	the	DET
ertr-234	90	36	var	var	NOUN
ertr-234	90	37	model	model	NOUN
ertr-234	90	38	is	be	AUX
ertr-234	90	39	of	of	ADP
ertr-234	90	40	particular	particular	ADJ
ertr-234	90	41	interest	interest	NOUN
ertr-234	90	42	as	as	SCONJ
ertr-234	90	43	it	it	PRON
ertr-234	90	44	includes	include	VERB
ertr-234	90	45	the	the	DET
ertr-234	90	46	element	element	NOUN
ertr-234	90	47	of	of	ADP
ertr-234	90	48	internet	internet	NOUN
ertr-234	90	49	search	search	NOUN
ertr-234	90	50	data	datum	NOUN
ertr-234	90	51	in	in	ADP
ertr-234	90	52	its	its	PRON
ertr-234	90	53	prediction	prediction	NOUN
ertr-234	90	54	.	.	PUNCT
ertr-234	91	1	we	we	PRON
ertr-234	91	2	performed	perform	VERB
ertr-234	91	3	a	a	DET
ertr-234	91	4	granger	granger	PROPN
ertr-234	91	5	causality	causality	NOUN
ertr-234	91	6	test	test	NOUN
ertr-234	91	7	on	on	ADP
ertr-234	91	8	our	our	PRON
ertr-234	91	9	var	var	NOUN
ertr-234	91	10	model	model	NOUN
ertr-234	91	11	in	in	ADP
ertr-234	91	12	an	an	DET
ertr-234	91	13	effort	effort	NOUN
ertr-234	91	14	to	to	PART
ertr-234	91	15	determine	determine	VERB
ertr-234	91	16	whether	whether	SCONJ
ertr-234	91	17	the	the	DET
ertr-234	91	18	endogenous	endogenous	ADJ
ertr-234	91	19	variables	variable	NOUN
ertr-234	91	20	in	in	ADP
ertr-234	91	21	this	this	DET
ertr-234	91	22	model	model	NOUN
ertr-234	91	23	are	be	AUX
ertr-234	91	24	indeed	indeed	ADV
ertr-234	91	25	useful	useful	ADJ
ertr-234	91	26	for	for	ADP
ertr-234	91	27	forecasting	forecast	VERB
ertr-234	91	28	visitor	visitor	NOUN
ertr-234	91	29	arrivals	arrival	NOUN
ertr-234	91	30	.	.	PUNCT
ertr-234	92	1	the	the	DET
ertr-234	92	2	null	null	ADJ
ertr-234	92	3	hypothesis	hypothesis	NOUN
ertr-234	92	4	in	in	ADP
ertr-234	92	5	this	this	DET
ertr-234	92	6	test	test	NOUN
ertr-234	92	7	is	be	AUX
ertr-234	92	8	that	that	SCONJ
ertr-234	92	9	the	the	DET
ertr-234	92	10	tested	test	VERB
ertr-234	92	11	variable	variable	NOUN
ertr-234	92	12	does	do	AUX
ertr-234	92	13	not	not	PART
ertr-234	92	14	cause	cause	VERB
ertr-234	92	15	the	the	DET
ertr-234	92	16	outcome	outcome	NOUN
ertr-234	92	17	variable	variable	NOUN
ertr-234	92	18	.	.	PUNCT
ertr-234	93	1	as	as	SCONJ
ertr-234	93	2	can	can	AUX
ertr-234	93	3	be	be	AUX
ertr-234	93	4	easily	easily	ADV
ertr-234	93	5	seen	see	VERB
ertr-234	93	6	,	,	PUNCT
ertr-234	93	7	all	all	DET
ertr-234	93	8	three	three	NUM
ertr-234	93	9	hypotheses	hypothesis	NOUN
ertr-234	93	10	could	could	AUX
ertr-234	93	11	be	be	AUX
ertr-234	93	12	rejected	reject	VERB
ertr-234	93	13	and	and	CCONJ
ertr-234	93	14	the	the	DET
ertr-234	93	15	predictive	predictive	ADJ
ertr-234	93	16	value	value	NOUN
ertr-234	93	17	of	of	ADP
ertr-234	93	18	internet	internet	NOUN
ertr-234	93	19	search	search	NOUN
ertr-234	93	20	data	datum	NOUN
ertr-234	93	21	for	for	ADP
ertr-234	93	22	visitor	visitor	NOUN
ertr-234	93	23	arrival	arrival	NOUN
ertr-234	93	24	can	can	AUX
ertr-234	93	25	indeed	indeed	ADV
ertr-234	93	26	be	be	AUX
ertr-234	93	27	confirmed	confirm	VERB
ertr-234	93	28	(	(	PUNCT
ertr-234	93	29	table	table	NOUN
ertr-234	93	30	2	2	NUM
ertr-234	93	31	)	)	PUNCT
ertr-234	93	32	.	.	PUNCT
ertr-234	94	1	table	table	NOUN
ertr-234	94	2	2	2	NUM
ertr-234	94	3	granger	granger	NOUN
ertr-234	94	4	causality	causality	NOUN
ertr-234	94	5	tests	test	VERB
ertr-234	94	6	granger	granger	NOUN
ertr-234	94	7	causation	causation	PROPN
ertr-234	94	8	chi2	chi2	PROPN
ertr-234	94	9	df	df	PROPN
ertr-234	94	10	p	p	ADJ
ertr-234	94	11	-	-	PUNCT
ertr-234	94	12	value	value	NOUN
ertr-234	94	13	baidu	baidu	NOUN
ertr-234	94	14	'	'	PUNCT
ertr-234	94	15	christchurch	christchurch	NOUN
ertr-234	94	16	'	'	PUNCT
ertr-234	94	17	--	--	PUNCT
ertr-234	94	18	>	>	X
ertr-234	94	19	christchurch	christchurch	PROPN
ertr-234	94	20	arrivals	arrival	VERB
ertr-234	94	21	15.45	15.45	NUM
ertr-234	94	22	4	4	NUM
ertr-234	94	23	0.0039	0.0039	NUM
ertr-234	94	24	baidu	baidu	NOUN
ertr-234	94	25	'	'	PUNCT
ertr-234	94	26	new	new	PROPN
ertr-234	94	27	zealand	zealand	PROPN
ertr-234	94	28	'	'	PUNCT
ertr-234	94	29	--	--	PUNCT
ertr-234	94	30	>	>	X
ertr-234	94	31	christchurch	christchurch	PROPN
ertr-234	94	32	arrivals	arrival	VERB
ertr-234	94	33	11.55	11.55	NUM
ertr-234	94	34	4	4	NUM
ertr-234	94	35	0.0210	0.0210	NUM
ertr-234	94	36	baidu	baidu	NOUN
ertr-234	94	37	'	'	PUNCT
ertr-234	94	38	queenstown	queenstown	NOUN
ertr-234	94	39	'	'	PUNCT
ertr-234	94	40	--	--	PUNCT
ertr-234	94	41	>	>	X
ertr-234	94	42	christchurch	christchurch	PROPN
ertr-234	94	43	arrivals	arrival	NOUN
ertr-234	94	44	19.45	19.45	NUM
ertr-234	94	45	4	4	NUM
ertr-234	94	46	0.0005	0.0005	NUM
ertr-234	94	47	it	it	PRON
ertr-234	94	48	is	be	AUX
ertr-234	94	49	also	also	ADV
ertr-234	94	50	of	of	ADP
ertr-234	94	51	interest	interest	NOUN
ertr-234	94	52	whether	whether	SCONJ
ertr-234	94	53	the	the	DET
ertr-234	94	54	direct	direct	ADJ
ertr-234	94	55	impact	impact	NOUN
ertr-234	94	56	of	of	ADP
ertr-234	94	57	internet	internet	NOUN
ertr-234	94	58	search	search	NOUN
ertr-234	94	59	activity	activity	NOUN
ertr-234	94	60	can	can	AUX
ertr-234	94	61	be	be	AUX
ertr-234	94	62	further	far	ADV
ertr-234	94	63	defined	define	VERB
ertr-234	94	64	and	and	CCONJ
ertr-234	94	65	quantified	quantify	VERB
ertr-234	94	66	.	.	PUNCT
ertr-234	95	1	to	to	PART
ertr-234	95	2	investigate	investigate	VERB
ertr-234	95	3	this	this	DET
ertr-234	95	4	question	question	NOUN
ertr-234	95	5	,	,	PUNCT
ertr-234	95	6	we	we	PRON
ertr-234	95	7	estimated	estimate	VERB
ertr-234	95	8	the	the	DET
ertr-234	95	9	impulse	impulse	ADJ
ertr-234	95	10	response	response	NOUN
ertr-234	95	11	function	function	VERB
ertr-234	95	12	that	that	PRON
ertr-234	95	13	measures	measure	VERB
ertr-234	95	14	the	the	DET
ertr-234	95	15	effect	effect	NOUN
ertr-234	95	16	that	that	SCONJ
ertr-234	95	17	the	the	DET
ertr-234	95	18	search	search	NOUN
ertr-234	95	19	for	for	ADP
ertr-234	95	20	the	the	DET
ertr-234	95	21	chinese	chinese	ADJ
ertr-234	95	22	term	term	NOUN
ertr-234	95	23	for	for	ADP
ertr-234	95	24	christchurch	christchurch	NOUN
ertr-234	95	25	has	have	AUX
ertr-234	95	26	on	on	ADP
ertr-234	95	27	christchurch	christchurch	PROPN
ertr-234	95	28	visitor	visitor	NOUN
ertr-234	95	29	arrivals	arrival	NOUN
ertr-234	95	30	of	of	ADP
ertr-234	95	31	chinese	chinese	ADJ
ertr-234	95	32	nationals	national	NOUN
ertr-234	95	33	(	(	PUNCT
ertr-234	95	34	figure	figure	NOUN
ertr-234	95	35	3	3	NUM
ertr-234	95	36	)	)	PUNCT
ertr-234	95	37	.	.	PUNCT
ertr-234	96	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	97	1	e	e	X
ertr-234	97	2	-	-	NOUN
ertr-234	97	3	review	review	NOUN
ertr-234	97	4	of	of	ADP
ertr-234	97	5	tourism	tourism	NOUN
ertr-234	97	6	research	research	NOUN
ertr-234	97	7	(	(	PUNCT
ertr-234	97	8	ertr	ertr	NOUN
ertr-234	97	9	)	)	PUNCT
ertr-234	97	10	,	,	PUNCT
ertr-234	97	11	vol	vol	NOUN
ertr-234	97	12	.	.	PROPN
ertr-234	97	13	15	15	NUM
ertr-234	97	14	,	,	PUNCT
ertr-234	97	15	no	no	INTJ
ertr-234	97	16	.	.	NOUN
ertr-234	97	17	4/5	4/5	NUM
ertr-234	97	18	(	(	PUNCT
ertr-234	97	19	2018	2018	NUM
ertr-234	97	20	)	)	PUNCT
ertr-234	97	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	98	1	411	411	NUM
ertr-234	98	2	figure	figure	NOUN
ertr-234	98	3	3	3	NUM
ertr-234	98	4	:	:	PUNCT
ertr-234	98	5	impulse	impulse	ADJ
ertr-234	98	6	response	response	NOUN
ertr-234	98	7	function	function	NOUN
ertr-234	98	8	,	,	PUNCT
ertr-234	98	9	christchurch	christchurch	NOUN
ertr-234	98	10	search	search	NOUN
ertr-234	98	11	on	on	ADP
ertr-234	98	12	visitor	visitor	NOUN
ertr-234	98	13	arrivals	arrival	NOUN
ertr-234	98	14	figure	figure	NOUN
ertr-234	98	15	3	3	NUM
ertr-234	98	16	indicates	indicate	VERB
ertr-234	98	17	that	that	SCONJ
ertr-234	98	18	surges	surge	VERB
ertr-234	98	19	in	in	ADP
ertr-234	98	20	search	search	NOUN
ertr-234	98	21	volumes	volume	NOUN
ertr-234	98	22	for	for	ADP
ertr-234	98	23	christchurch	christchurch	NOUN
ertr-234	98	24	are	be	AUX
ertr-234	98	25	followed	follow	VERB
ertr-234	98	26	by	by	ADP
ertr-234	98	27	an	an	DET
ertr-234	98	28	immediate	immediate	ADJ
ertr-234	98	29	significant	significant	ADJ
ertr-234	98	30	increase	increase	NOUN
ertr-234	98	31	in	in	ADP
ertr-234	98	32	visitor	visitor	NOUN
ertr-234	98	33	arrivals	arrival	NOUN
ertr-234	98	34	in	in	ADP
ertr-234	98	35	the	the	DET
ertr-234	98	36	following	follow	VERB
ertr-234	98	37	month	month	NOUN
ertr-234	98	38	,	,	PUNCT
ertr-234	98	39	followed	follow	VERB
ertr-234	98	40	by	by	ADP
ertr-234	98	41	a	a	DET
ertr-234	98	42	continued	continue	VERB
ertr-234	98	43	positive	positive	ADJ
ertr-234	98	44	impact	impact	NOUN
ertr-234	98	45	(	(	PUNCT
ertr-234	98	46	albeit	albeit	SCONJ
ertr-234	98	47	non	non	ADJ
ertr-234	98	48	-	-	ADJ
ertr-234	98	49	significant	significant	ADJ
ertr-234	98	50	)	)	PUNCT
ertr-234	98	51	for	for	ADP
ertr-234	98	52	two	two	NUM
ertr-234	98	53	further	further	ADJ
ertr-234	98	54	months	month	NOUN
ertr-234	98	55	.	.	PUNCT
ertr-234	99	1	this	this	DET
ertr-234	99	2	finding	finding	NOUN
ertr-234	99	3	confirms	confirm	VERB
ertr-234	99	4	that	that	SCONJ
ertr-234	99	5	internet	internet	NOUN
ertr-234	99	6	search	search	NOUN
ertr-234	99	7	data	datum	NOUN
ertr-234	99	8	are	be	AUX
ertr-234	99	9	suitable	suitable	ADJ
ertr-234	99	10	for	for	ADP
ertr-234	99	11	supplementing	supplement	VERB
ertr-234	99	12	short	short	ADJ
ertr-234	99	13	-	-	PUNCT
ertr-234	99	14	term	term	NOUN
ertr-234	99	15	visitor	visitor	NOUN
ertr-234	99	16	forecasting	forecasting	NOUN
ertr-234	99	17	in	in	ADP
ertr-234	99	18	respect	respect	NOUN
ertr-234	99	19	to	to	ADP
ertr-234	99	20	visitor	visitor	NOUN
ertr-234	99	21	arrivals	arrival	NOUN
ertr-234	99	22	originating	originate	VERB
ertr-234	99	23	from	from	ADP
ertr-234	99	24	china	china	PROPN
ertr-234	99	25	.	.	PUNCT
ertr-234	100	1	conclusions	conclusion	NOUN
ertr-234	100	2	the	the	DET
ertr-234	100	3	purpose	purpose	NOUN
ertr-234	100	4	of	of	ADP
ertr-234	100	5	this	this	DET
ertr-234	100	6	study	study	NOUN
ertr-234	100	7	was	be	AUX
ertr-234	100	8	threefold	threefold	ADV
ertr-234	100	9	–	–	PUNCT
ertr-234	100	10	to	to	PART
ertr-234	100	11	provide	provide	VERB
ertr-234	100	12	a	a	DET
ertr-234	100	13	forecast	forecast	NOUN
ertr-234	100	14	for	for	ADP
ertr-234	100	15	chinese	chinese	ADJ
ertr-234	100	16	demand	demand	NOUN
ertr-234	100	17	for	for	ADP
ertr-234	100	18	a	a	DET
ertr-234	100	19	localized	localize	VERB
ertr-234	100	20	inbound	inbound	ADJ
ertr-234	100	21	tourism	tourism	NOUN
ertr-234	100	22	market	market	NOUN
ertr-234	100	23	,	,	PUNCT
ertr-234	100	24	to	to	PART
ertr-234	100	25	show	show	VERB
ertr-234	100	26	that	that	PRON
ertr-234	100	27	baidu	baidu	NOUN
ertr-234	100	28	search	search	NOUN
ertr-234	100	29	data	datum	NOUN
ertr-234	100	30	is	be	AUX
ertr-234	100	31	a	a	DET
ertr-234	100	32	useful	useful	ADJ
ertr-234	100	33	adjunct	adjunct	ADJ
ertr-234	100	34	to	to	ADP
ertr-234	100	35	other	other	ADJ
ertr-234	100	36	evidence	evidence	NOUN
ertr-234	100	37	in	in	ADP
ertr-234	100	38	developing	develop	VERB
ertr-234	100	39	forecasts	forecast	NOUN
ertr-234	100	40	for	for	ADP
ertr-234	100	41	future	future	ADJ
ertr-234	100	42	chinese	chinese	ADJ
ertr-234	100	43	tourism	tourism	NOUN
ertr-234	100	44	demand	demand	NOUN
ertr-234	100	45	and	and	CCONJ
ertr-234	100	46	finally	finally	ADV
ertr-234	100	47	to	to	PART
ertr-234	100	48	compare	compare	VERB
ertr-234	100	49	the	the	DET
ertr-234	100	50	predictive	predictive	ADJ
ertr-234	100	51	power	power	NOUN
ertr-234	100	52	of	of	ADP
ertr-234	100	53	three	three	NUM
ertr-234	100	54	quantitative	quantitative	ADJ
ertr-234	100	55	forecasting	forecasting	NOUN
ertr-234	100	56	approaches	approach	NOUN
ertr-234	100	57	using	use	VERB
ertr-234	100	58	this	this	DET
ertr-234	100	59	data	datum	NOUN
ertr-234	100	60	to	to	ADP
ertr-234	100	61	actual	actual	ADJ
ertr-234	100	62	visitor	visitor	NOUN
ertr-234	100	63	arrivals	arrival	NOUN
ertr-234	100	64	during	during	ADP
ertr-234	100	65	the	the	DET
ertr-234	100	66	period	period	NOUN
ertr-234	100	67	investigated	investigate	VERB
ertr-234	100	68	here	here	ADV
ertr-234	100	69	.	.	PUNCT
ertr-234	101	1	in	in	ADP
ertr-234	101	2	turn	turn	NOUN
ertr-234	101	3	,	,	PUNCT
ertr-234	101	4	the	the	DET
ertr-234	101	5	paper	paper	NOUN
ertr-234	101	6	first	first	ADV
ertr-234	101	7	found	find	VERB
ertr-234	101	8	that	that	SCONJ
ertr-234	101	9	the	the	DET
ertr-234	101	10	current	current	ADJ
ertr-234	101	11	growth	growth	NOUN
ertr-234	101	12	pattern	pattern	NOUN
ertr-234	101	13	in	in	ADP
ertr-234	101	14	visitor	visitor	NOUN
ertr-234	101	15	arrivals	arrival	NOUN
ertr-234	101	16	from	from	ADP
ertr-234	101	17	china	china	PROPN
ertr-234	101	18	into	into	ADP
ertr-234	101	19	christchurch	christchurch	PROPN
ertr-234	101	20	is	be	AUX
ertr-234	101	21	likely	likely	ADJ
ertr-234	101	22	to	to	PART
ertr-234	101	23	continue	continue	VERB
ertr-234	101	24	in	in	ADP
ertr-234	101	25	the	the	DET
ertr-234	101	26	immediate	immediate	ADJ
ertr-234	101	27	future	future	NOUN
ertr-234	101	28	.	.	PUNCT
ertr-234	102	1	growth	growth	NOUN
ertr-234	102	2	in	in	ADP
ertr-234	102	3	chinese	chinese	ADJ
ertr-234	102	4	interest	interest	NOUN
ertr-234	102	5	in	in	ADP
ertr-234	102	6	christchurch	christchurch	PROPN
ertr-234	102	7	,	,	PUNCT
ertr-234	102	8	which	which	PRON
ertr-234	102	9	we	we	PRON
ertr-234	102	10	have	have	AUX
ertr-234	102	11	shown	show	VERB
ertr-234	102	12	is	be	AUX
ertr-234	102	13	a	a	DET
ertr-234	102	14	significant	significant	ADJ
ertr-234	102	15	predictor	predictor	NOUN
ertr-234	102	16	of	of	ADP
ertr-234	102	17	future	future	ADJ
ertr-234	102	18	arrivals	arrival	NOUN
ertr-234	102	19	,	,	PUNCT
ertr-234	102	20	has	have	AUX
ertr-234	102	21	continued	continue	VERB
ertr-234	102	22	to	to	PART
ertr-234	102	23	increase	increase	VERB
ertr-234	102	24	in	in	ADP
ertr-234	102	25	the	the	DET
ertr-234	102	26	most	most	ADV
ertr-234	102	27	recent	recent	ADJ
ertr-234	102	28	period	period	NOUN
ertr-234	102	29	.	.	PUNCT
ertr-234	103	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	104	1	e	e	X
ertr-234	104	2	-	-	NOUN
ertr-234	104	3	review	review	NOUN
ertr-234	104	4	of	of	ADP
ertr-234	104	5	tourism	tourism	NOUN
ertr-234	104	6	research	research	NOUN
ertr-234	104	7	(	(	PUNCT
ertr-234	104	8	ertr	ertr	NOUN
ertr-234	104	9	)	)	PUNCT
ertr-234	104	10	,	,	PUNCT
ertr-234	104	11	vol	vol	NOUN
ertr-234	104	12	.	.	PROPN
ertr-234	104	13	15	15	NUM
ertr-234	104	14	,	,	PUNCT
ertr-234	104	15	no	no	INTJ
ertr-234	104	16	.	.	NOUN
ertr-234	104	17	4/5	4/5	NUM
ertr-234	104	18	(	(	PUNCT
ertr-234	104	19	2018	2018	NUM
ertr-234	104	20	)	)	PUNCT
ertr-234	104	21	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	104	22	412	412	NUM
ertr-234	104	23	second	second	ADJ
ertr-234	104	24	,	,	PUNCT
ertr-234	104	25	in	in	ADP
ertr-234	104	26	assessing	assess	VERB
ertr-234	104	27	the	the	DET
ertr-234	104	28	predictive	predictive	ADJ
ertr-234	104	29	power	power	NOUN
ertr-234	104	30	of	of	ADP
ertr-234	104	31	the	the	DET
ertr-234	104	32	models	model	NOUN
ertr-234	104	33	presented	present	VERB
ertr-234	104	34	here	here	ADV
ertr-234	104	35	we	we	PRON
ertr-234	104	36	found	find	VERB
ertr-234	104	37	that	that	PRON
ertr-234	104	38	baidu	baidu	NOUN
ertr-234	104	39	search	search	NOUN
ertr-234	104	40	behaver	behaver	NOUN
ertr-234	104	41	is	be	AUX
ertr-234	104	42	indeed	indeed	ADV
ertr-234	104	43	a	a	DET
ertr-234	104	44	significant	significant	ADJ
ertr-234	104	45	predictor	predictor	NOUN
ertr-234	104	46	of	of	ADP
ertr-234	104	47	later	later	ADJ
ertr-234	104	48	tourism	tourism	NOUN
ertr-234	104	49	activity	activity	NOUN
ertr-234	104	50	.	.	PUNCT
ertr-234	105	1	this	this	PRON
ertr-234	105	2	is	be	AUX
ertr-234	105	3	an	an	DET
ertr-234	105	4	important	important	ADJ
ertr-234	105	5	finding	finding	NOUN
ertr-234	105	6	.	.	PUNCT
ertr-234	106	1	it	it	PRON
ertr-234	106	2	reinforces	reinforce	VERB
ertr-234	106	3	other	other	ADJ
ertr-234	106	4	research	research	NOUN
ertr-234	106	5	that	that	PRON
ertr-234	106	6	has	have	AUX
ertr-234	106	7	focused	focus	VERB
ertr-234	106	8	on	on	ADP
ertr-234	106	9	google	google	PROPN
ertr-234	106	10	trend	trend	NOUN
ertr-234	106	11	data	datum	NOUN
ertr-234	106	12	which	which	PRON
ertr-234	106	13	,	,	PUNCT
ertr-234	106	14	due	due	ADP
ertr-234	106	15	to	to	ADP
ertr-234	106	16	historical	historical	ADJ
ertr-234	106	17	and	and	CCONJ
ertr-234	106	18	regulatory	regulatory	ADJ
ertr-234	106	19	issues	issue	NOUN
ertr-234	106	20	,	,	PUNCT
ertr-234	106	21	is	be	AUX
ertr-234	106	22	generally	generally	ADV
ertr-234	106	23	of	of	ADP
ertr-234	106	24	limited	limited	ADJ
ertr-234	106	25	use	use	NOUN
ertr-234	106	26	in	in	ADP
ertr-234	106	27	the	the	DET
ertr-234	106	28	chinese	chinese	ADJ
ertr-234	106	29	context	context	NOUN
ertr-234	106	30	.	.	PUNCT
ertr-234	107	1	finally	finally	ADV
ertr-234	107	2	,	,	PUNCT
ertr-234	107	3	we	we	PRON
ertr-234	107	4	employed	employ	VERB
ertr-234	107	5	three	three	NUM
ertr-234	107	6	conceptually	conceptually	ADV
ertr-234	107	7	different	different	ADJ
ertr-234	107	8	methods	method	NOUN
ertr-234	107	9	to	to	PART
ertr-234	107	10	undertake	undertake	VERB
ertr-234	107	11	the	the	DET
ertr-234	107	12	forecasts	forecast	NOUN
ertr-234	107	13	,	,	PUNCT
ertr-234	107	14	all	all	PRON
ertr-234	107	15	of	of	ADP
ertr-234	107	16	which	which	PRON
ertr-234	107	17	yielded	yield	VERB
ertr-234	107	18	similar	similar	ADJ
ertr-234	107	19	results	result	NOUN
ertr-234	107	20	.	.	PUNCT
ertr-234	108	1	we	we	PRON
ertr-234	108	2	noted	note	VERB
ertr-234	108	3	,	,	PUNCT
ertr-234	108	4	however	however	ADV
ertr-234	108	5	,	,	PUNCT
ertr-234	108	6	that	that	SCONJ
ertr-234	108	7	a	a	DET
ertr-234	108	8	vector	vector	NOUN
ertr-234	108	9	autoregression	autoregression	NOUN
ertr-234	108	10	(	(	PUNCT
ertr-234	108	11	var	var	NOUN
ertr-234	108	12	)	)	PUNCT
ertr-234	108	13	approach	approach	NOUN
ertr-234	108	14	was	be	AUX
ertr-234	108	15	demonstrably	demonstrably	ADV
ertr-234	108	16	superior	superior	ADJ
ertr-234	108	17	in	in	ADP
ertr-234	108	18	predicting	predict	VERB
ertr-234	108	19	later	later	ADJ
ertr-234	108	20	demand	demand	NOUN
ertr-234	108	21	than	than	ADP
ertr-234	108	22	other	other	ADJ
ertr-234	108	23	forecasting	forecasting	NOUN
ertr-234	108	24	models	model	NOUN
ertr-234	108	25	commonly	commonly	ADV
ertr-234	108	26	used	use	VERB
ertr-234	108	27	in	in	ADP
ertr-234	108	28	the	the	DET
ertr-234	108	29	relevant	relevant	ADJ
ertr-234	108	30	literature	literature	NOUN
ertr-234	108	31	.	.	PUNCT
ertr-234	109	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	110	1	e	e	X
ertr-234	110	2	-	-	NOUN
ertr-234	110	3	review	review	NOUN
ertr-234	110	4	of	of	ADP
ertr-234	110	5	tourism	tourism	NOUN
ertr-234	110	6	research	research	NOUN
ertr-234	110	7	(	(	PUNCT
ertr-234	110	8	ertr	ertr	NOUN
ertr-234	110	9	)	)	PUNCT
ertr-234	110	10	,	,	PUNCT
ertr-234	110	11	vol	vol	NOUN
ertr-234	110	12	.	.	PROPN
ertr-234	110	13	15	15	NUM
ertr-234	110	14	,	,	PUNCT
ertr-234	110	15	no	no	INTJ
ertr-234	110	16	.	.	NOUN
ertr-234	110	17	4/5	4/5	NUM
ertr-234	110	18	(	(	PUNCT
ertr-234	110	19	2018	2018	NUM
ertr-234	110	20	)	)	PUNCT
ertr-234	110	21	http://ertr.tamu.edu	http://ertr.tamu.edu	ADP
ertr-234	111	1	413	413	NUM
ertr-234	111	2	references	reference	NOUN
ertr-234	111	3	bangwayo	bangwayo	NOUN
ertr-234	111	4	-	-	PUNCT
ertr-234	111	5	skeete	skeete	NOUN
ertr-234	111	6	,	,	PUNCT
ertr-234	111	7	p.	p.	PROPN
ertr-234	111	8	f.	f.	PROPN
ertr-234	111	9	,	,	PUNCT
ertr-234	111	10	&	&	CCONJ
ertr-234	111	11	skeete	skeete	PROPN
ertr-234	111	12	,	,	PUNCT
ertr-234	111	13	r.	r.	PROPN
ertr-234	111	14	w.	w.	PROPN
ertr-234	111	15	(	(	PUNCT
ertr-234	111	16	2015	2015	NUM
ertr-234	111	17	)	)	PUNCT
ertr-234	111	18	.	.	PUNCT
ertr-234	112	1	can	can	AUX
ertr-234	112	2	google	google	VERB
ertr-234	112	3	data	datum	NOUN
ertr-234	112	4	improve	improve	VERB
ertr-234	112	5	the	the	DET
ertr-234	112	6	forecasting	forecasting	NOUN
ertr-234	112	7	performance	performance	NOUN
ertr-234	112	8	of	of	ADP
ertr-234	112	9	tourist	tourist	NOUN
ertr-234	112	10	arrivals	arrival	NOUN
ertr-234	112	11	?	?	PUNCT
ertr-234	113	1	mixed	mix	VERB
ertr-234	113	2	-	-	PUNCT
ertr-234	113	3	data	data	NOUN
ertr-234	113	4	sampling	sampling	NOUN
ertr-234	113	5	approach	approach	NOUN
ertr-234	113	6	.	.	PUNCT
ertr-234	114	1	tourism	tourism	NOUN
ertr-234	114	2	management	management	NOUN
ertr-234	114	3	,	,	PUNCT
ertr-234	114	4	46	46	NUM
ertr-234	114	5	,	,	PUNCT
ertr-234	114	6	454	454	NUM
ertr-234	114	7	-	-	SYM
ertr-234	114	8	464	464	NUM
ertr-234	114	9	.	.	PUNCT
ertr-234	115	1	box	box	PROPN
ertr-234	115	2	,	,	PUNCT
ertr-234	115	3	g.	g.	PROPN
ertr-234	115	4	&	&	CCONJ
ertr-234	115	5	jenkins	jenkins	PROPN
ertr-234	115	6	,	,	PUNCT
ertr-234	115	7	g.	g.	PROPN
ertr-234	115	8	(	(	PUNCT
ertr-234	115	9	1968	1968	NUM
ertr-234	115	10	)	)	PUNCT
ertr-234	115	11	.	.	PUNCT
ertr-234	116	1	some	some	DET
ertr-234	116	2	recent	recent	ADJ
ertr-234	116	3	advances	advance	NOUN
ertr-234	116	4	in	in	ADP
ertr-234	116	5	forecasting	forecasting	NOUN
ertr-234	116	6	and	and	CCONJ
ertr-234	116	7	control	control	NOUN
ertr-234	116	8	.	.	PUNCT
ertr-234	117	1	applied	apply	VERB
ertr-234	117	2	statistics	statistic	NOUN
ertr-234	117	3	,	,	PUNCT
ertr-234	117	4	17(2	17(2	NUM
ertr-234	117	5	)	)	PUNCT
ertr-234	117	6	,	,	PUNCT
ertr-234	117	7	91	91	NUM
ertr-234	117	8	-	-	SYM
ertr-234	117	9	109	109	NUM
ertr-234	117	10	.	.	PUNCT
ertr-234	118	1	chatfield	chatfield	PROPN
ertr-234	118	2	,	,	PUNCT
ertr-234	118	3	c.	c.	PROPN
ertr-234	118	4	(	(	PUNCT
ertr-234	118	5	1978	1978	NUM
ertr-234	118	6	)	)	PUNCT
ertr-234	118	7	.	.	PUNCT
ertr-234	119	1	the	the	DET
ertr-234	119	2	holt	holt	PROPN
ertr-234	119	3	-	-	PUNCT
ertr-234	119	4	winters	winters	PROPN
ertr-234	119	5	forecasting	forecasting	NOUN
ertr-234	119	6	procedure	procedure	NOUN
ertr-234	119	7	.	.	PUNCT
ertr-234	120	1	applied	apply	VERB
ertr-234	120	2	statistics	statistic	NOUN
ertr-234	120	3	,	,	PUNCT
ertr-234	120	4	264	264	NUM
ertr-234	120	5	-	-	SYM
ertr-234	120	6	279	279	NUM
ertr-234	120	7	.	.	PUNCT
ertr-234	121	1	cnnic	cnnic	ADJ
ertr-234	121	2	(	(	PUNCT
ertr-234	121	3	china	china	PROPN
ertr-234	121	4	internet	internet	PROPN
ertr-234	121	5	network	network	PROPN
ertr-234	121	6	information	information	NOUN
ertr-234	121	7	center	center	PROPN
ertr-234	121	8	)	)	PUNCT
ertr-234	121	9	.	.	PUNCT
ertr-234	122	1	(	(	PUNCT
ertr-234	122	2	2015	2015	NUM
ertr-234	122	3	)	)	PUNCT
ertr-234	122	4	.	.	PUNCT
ertr-234	123	1	the	the	DET
ertr-234	123	2	penetration	penetration	NOUN
ertr-234	123	3	rates	rate	NOUN
ertr-234	123	4	of	of	ADP
ertr-234	123	5	search	search	NOUN
ertr-234	123	6	engines	engine	NOUN
ertr-234	123	7	inchina	inchina	NOUN
ertr-234	123	8	as	as	ADP
ertr-234	123	9	of	of	ADP
ertr-234	123	10	2014	2014	NUM
ertr-234	123	11	.	.	PUNCT
ertr-234	124	1	the	the	DET
ertr-234	124	2	35th	35th	ADJ
ertr-234	124	3	statistical	statistical	ADJ
ertr-234	124	4	report	report	NOUN
ertr-234	124	5	on	on	ADP
ertr-234	124	6	internet	internet	NOUN
ertr-234	124	7	development	development	NOUN
ertr-234	124	8	in	in	ADP
ertr-234	124	9	china	china	PROPN
ertr-234	124	10	available	available	ADJ
ertr-234	124	11	at	at	ADP
ertr-234	124	12	:	:	PUNCT
ertr-234	124	13	https://www.cnnic.cn/hlwfzyj/hlwxzbg/201502/p020150203551802054676.pdf	https://www.cnnic.cn/hlwfzyj/hlwxzbg/201502/p020150203551802054676.pdf	PROPN
ertr-234	124	14	.	.	PUNCT
ertr-234	124	15	divisekera	divisekera	PROPN
ertr-234	124	16	,	,	PUNCT
ertr-234	124	17	s.	s.	PROPN
ertr-234	124	18	,	,	PUNCT
ertr-234	124	19	and	and	CCONJ
ertr-234	124	20	j.	j.	PROPN
ertr-234	124	21	deegan	deegan	PROPN
ertr-234	124	22	.	.	PUNCT
ertr-234	125	1	(	(	PUNCT
ertr-234	125	2	2010	2010	NUM
ertr-234	125	3	)	)	PUNCT
ertr-234	125	4	.	.	PUNCT
ertr-234	126	1	“	"	PUNCT
ertr-234	126	2	an	an	DET
ertr-234	126	3	analysis	analysis	NOUN
ertr-234	126	4	of	of	ADP
ertr-234	126	5	consumption	consumption	NOUN
ertr-234	126	6	behaviour	behaviour	NOUN
ertr-234	126	7	of	of	ADP
ertr-234	126	8	foreign	foreign	ADJ
ertr-234	126	9	tourists	tourist	NOUN
ertr-234	126	10	in	in	ADP
ertr-234	126	11	ireland	ireland	PROPN
ertr-234	126	12	.	.	PUNCT
ertr-234	126	13	”	"	PUNCT
ertr-234	126	14	applied	apply	VERB
ertr-234	126	15	economics	economic	NOUN
ertr-234	126	16	42	42	NUM
ertr-234	126	17	(	(	PUNCT
ertr-234	126	18	13	13	NUM
ertr-234	126	19	):	):	PUNCT
ertr-234	126	20	1681–1697	1681–1697	NUM
ertr-234	126	21	.	.	PUNCT
ertr-234	126	22	d'urso	d'urso	PROPN
ertr-234	126	23	p.	p.	PROPN
ertr-234	126	24	,	,	PUNCT
ertr-234	126	25	disegna	disegna	NOUN
ertr-234	126	26	m.	m.	NOUN
ertr-234	126	27	,	,	PUNCT
ertr-234	126	28	massari	massari	PROPN
ertr-234	126	29	r.	r.	PROPN
ertr-234	126	30	and	and	CCONJ
ertr-234	126	31	prayag	prayag	PROPN
ertr-234	126	32	g.	g.	PROPN
ertr-234	126	33	(	(	PUNCT
ertr-234	126	34	2015	2015	NUM
ertr-234	126	35	)	)	PUNCT
ertr-234	126	36	bagged	bag	VERB
ertr-234	126	37	fuzzy	fuzzy	ADJ
ertr-234	126	38	clustering	clustering	NOUN
ertr-234	126	39	for	for	ADP
ertr-234	126	40	fuzzy	fuzzy	ADJ
ertr-234	126	41	data	datum	NOUN
ertr-234	126	42	:	:	PUNCT
ertr-234	126	43	an	an	DET
ertr-234	126	44	application	application	NOUN
ertr-234	126	45	to	to	ADP
ertr-234	126	46	a	a	DET
ertr-234	126	47	tourism	tourism	NOUN
ertr-234	126	48	market	market	NOUN
ertr-234	126	49	.	.	PUNCT
ertr-234	127	1	knowledge	knowledge	NOUN
ertr-234	127	2	-	-	PUNCT
ertr-234	127	3	based	base	VERB
ertr-234	127	4	systems	system	NOUN
ertr-234	127	5	73	73	NUM
ertr-234	127	6	:	:	PUNCT
ertr-234	127	7	335	335	NUM
ertr-234	127	8	-	-	SYM
ertr-234	127	9	346	346	NUM
ertr-234	127	10	.	.	PUNCT
ertr-234	128	1	hamilton	hamilton	PROPN
ertr-234	128	2	,	,	PUNCT
ertr-234	128	3	j.	j.	PROPN
ertr-234	128	4	d.	d.	PROPN
ertr-234	128	5	,	,	PUNCT
ertr-234	128	6	(	(	PUNCT
ertr-234	128	7	1994	1994	NUM
ertr-234	128	8	)	)	PUNCT
ertr-234	128	9	time	time	NOUN
ertr-234	128	10	series	series	PROPN
ertr-234	128	11	analysis	analysis	PROPN
ertr-234	128	12	,	,	PUNCT
ertr-234	128	13	princeton	princeton	PROPN
ertr-234	128	14	,	,	PUNCT
ertr-234	128	15	princeton	princeton	PROPN
ertr-234	128	16	university	university	PROPN
ertr-234	128	17	press	press	NOUN
ertr-234	128	18	.	.	PUNCT
ertr-234	129	1	holt	holt	PROPN
ertr-234	129	2	,	,	PUNCT
ertr-234	129	3	c.	c.	PROPN
ertr-234	129	4	c.	c.	PROPN
ertr-234	129	5	(	(	PUNCT
ertr-234	129	6	2004	2004	NUM
ertr-234	129	7	)	)	PUNCT
ertr-234	129	8	.	.	PUNCT
ertr-234	130	1	forecasting	forecasting	NOUN
ertr-234	130	2	seasonals	seasonal	NOUN
ertr-234	130	3	and	and	CCONJ
ertr-234	130	4	trends	trend	NOUN
ertr-234	130	5	by	by	ADP
ertr-234	130	6	exponentially	exponentially	ADV
ertr-234	130	7	weighted	weight	VERB
ertr-234	130	8	moving	move	VERB
ertr-234	130	9	averages	average	NOUN
ertr-234	130	10	.	.	PUNCT
ertr-234	131	1	international	international	ADJ
ertr-234	131	2	journal	journal	PROPN
ertr-234	131	3	of	of	ADP
ertr-234	131	4	forecasting	forecasting	NOUN
ertr-234	131	5	,	,	PUNCT
ertr-234	131	6	20(1	20(1	NUM
ertr-234	131	7	)	)	PUNCT
ertr-234	131	8	,	,	PUNCT
ertr-234	131	9	5	5	NUM
ertr-234	131	10	-	-	SYM
ertr-234	131	11	10	10	NUM
ertr-234	131	12	.	.	PUNCT
ertr-234	132	1	pan	pan	PROPN
ertr-234	132	2	,	,	PUNCT
ertr-234	132	3	g.	g.	PROPN
ertr-234	132	4	w.	w.	PROPN
ertr-234	132	5	,	,	PUNCT
ertr-234	132	6	scott	scott	PROPN
ertr-234	132	7	,	,	PUNCT
ertr-234	132	8	n.	n.	NOUN
ertr-234	132	9	,	,	PUNCT
ertr-234	132	10	&	&	CCONJ
ertr-234	132	11	laws	law	NOUN
ertr-234	132	12	,	,	PUNCT
ertr-234	132	13	e.	e.	PROPN
ertr-234	132	14	(	(	PUNCT
ertr-234	132	15	2006	2006	NUM
ertr-234	132	16	)	)	PUNCT
ertr-234	132	17	.	.	PUNCT
ertr-234	133	1	understanding	understanding	NOUN
ertr-234	133	2	and	and	CCONJ
ertr-234	133	3	sharing	share	VERB
ertr-234	133	4	knowledge	knowledge	NOUN
ertr-234	133	5	of	of	ADP
ertr-234	133	6	new	new	ADJ
ertr-234	133	7	tourism	tourism	NOUN
ertr-234	133	8	markets	market	NOUN
ertr-234	133	9	:	:	PUNCT
ertr-234	133	10	the	the	DET
ertr-234	133	11	example	example	NOUN
ertr-234	133	12	of	of	ADP
ertr-234	133	13	australia	australia	PROPN
ertr-234	133	14	's	's	PART
ertr-234	133	15	inbound	inbound	ADJ
ertr-234	133	16	chinese	chinese	ADJ
ertr-234	133	17	tourism	tourism	NOUN
ertr-234	133	18	.	.	PUNCT
ertr-234	134	1	journal	journal	NOUN
ertr-234	134	2	of	of	ADP
ertr-234	134	3	quality	quality	NOUN
ertr-234	134	4	assurance	assurance	NOUN
ertr-234	134	5	in	in	ADP
ertr-234	134	6	hospitality	hospitality	NOUN
ertr-234	134	7	&	&	CCONJ
ertr-234	134	8	tourism	tourism	NOUN
ertr-234	134	9	,	,	PUNCT
ertr-234	134	10	7(1	7(1	NUM
ertr-234	134	11	-	-	SYM
ertr-234	134	12	2	2	NUM
ertr-234	134	13	)	)	PUNCT
ertr-234	134	14	,	,	PUNCT
ertr-234	134	15	99	99	NUM
ertr-234	134	16	-	-	SYM
ertr-234	134	17	116	116	NUM
ertr-234	134	18	.	.	PUNCT
ertr-234	135	1	prayag	prayag	PROPN
ertr-234	135	2	g.	g.	PROPN
ertr-234	135	3	and	and	CCONJ
ertr-234	135	4	soscia	soscia	PROPN
ertr-234	135	5	i.	i.	PROPN
ertr-234	135	6	(	(	PUNCT
ertr-234	135	7	2016	2016	NUM
ertr-234	135	8	)	)	PUNCT
ertr-234	135	9	.	.	PUNCT
ertr-234	136	1	guilt	guilt	NOUN
ertr-234	136	2	-	-	PUNCT
ertr-234	136	3	decreasing	decrease	VERB
ertr-234	136	4	marketing	marketing	NOUN
ertr-234	136	5	appeals	appeal	NOUN
ertr-234	136	6	:	:	PUNCT
ertr-234	136	7	the	the	DET
ertr-234	136	8	efficacy	efficacy	NOUN
ertr-234	136	9	of	of	ADP
ertr-234	136	10	vacation	vacation	NOUN
ertr-234	136	11	advertising	advertising	NOUN
ertr-234	136	12	on	on	ADP
ertr-234	136	13	chinese	chinese	ADJ
ertr-234	136	14	tourists	tourist	NOUN
ertr-234	136	15	.	.	PUNCT
ertr-234	137	1	journal	journal	PROPN
ertr-234	137	2	of	of	ADP
ertr-234	137	3	travel	travel	PROPN
ertr-234	137	4	&	&	CCONJ
ertr-234	137	5	tourism	tourism	NOUN
ertr-234	137	6	marketing	marketing	NOUN
ertr-234	137	7	,	,	PUNCT
ertr-234	137	8	33(4	33(4	NUM
ertr-234	137	9	):	):	PUNCT
ertr-234	137	10	551	551	NUM
ertr-234	137	11	-	-	SYM
ertr-234	137	12	565	565	NUM
ertr-234	137	13	.	.	PUNCT
ertr-234	138	1	statcounter	statcounter	NOUN
ertr-234	138	2	(	(	PUNCT
ertr-234	138	3	2013	2013	NUM
ertr-234	138	4	)	)	PUNCT
ertr-234	138	5	,	,	PUNCT
ertr-234	138	6	top	top	ADJ
ertr-234	138	7	5	5	NUM
ertr-234	138	8	desktop	desktop	NOUN
ertr-234	138	9	,	,	PUNCT
ertr-234	138	10	tablet	tablet	NOUN
ertr-234	138	11	&	&	CCONJ
ertr-234	138	12	console	console	PROPN
ertr-234	138	13	search	search	NOUN
ertr-234	138	14	engines	engine	NOUN
ertr-234	138	15	in	in	ADP
ertr-234	138	16	china	china	PROPN
ertr-234	138	17	from	from	ADP
ertr-234	138	18	q3	q3	PROPN
ertr-234	138	19	2008	2008	NUM
ertr-234	138	20	to	to	ADP
ertr-234	138	21	q2	q2	PROPN
ertr-234	138	22	2015	2015	NUM
ertr-234	138	23	|	|	ADV
ertr-234	138	24	statcounter	statcounter	NOUN
ertr-234	138	25	global	global	ADJ
ertr-234	138	26	stats	stat	NOUN
ertr-234	138	27	tan	tan	PROPN
ertr-234	138	28	,	,	PUNCT
ertr-234	138	29	j.	j.	PROPN
ertr-234	138	30	,	,	PUNCT
ertr-234	138	31	&	&	CCONJ
ertr-234	138	32	tan	tan	PROPN
ertr-234	138	33	,	,	PUNCT
ertr-234	138	34	a.	a.	PROPN
ertr-234	138	35	e.	e.	PROPN
ertr-234	138	36	(	(	PUNCT
ertr-234	138	37	2012	2012	NUM
ertr-234	138	38	)	)	PUNCT
ertr-234	138	39	.	.	PUNCT
ertr-234	139	1	business	business	NOUN
ertr-234	139	2	under	under	ADP
ertr-234	139	3	threat	threat	NOUN
ertr-234	139	4	,	,	PUNCT
ertr-234	139	5	technology	technology	NOUN
ertr-234	139	6	under	under	ADP
ertr-234	139	7	attack	attack	NOUN
ertr-234	139	8	,	,	PUNCT
ertr-234	139	9	ethics	ethic	NOUN
ertr-234	139	10	under	under	ADP
ertr-234	139	11	fire	fire	NOUN
ertr-234	139	12	:	:	PUNCT
ertr-234	139	13	the	the	DET
ertr-234	139	14	experience	experience	NOUN
ertr-234	139	15	of	of	ADP
ertr-234	139	16	google	google	PROPN
ertr-234	139	17	in	in	ADP
ertr-234	139	18	china	china	PROPN
ertr-234	139	19	.	.	PUNCT
ertr-234	140	1	journal	journal	PROPN
ertr-234	140	2	of	of	ADP
ertr-234	140	3	business	business	NOUN
ertr-234	140	4	ethics	ethic	NOUN
ertr-234	140	5	,	,	PUNCT
ertr-234	140	6	110(4	110(4	NUM
ertr-234	140	7	)	)	PUNCT
ertr-234	140	8	,	,	PUNCT
ertr-234	140	9	469	469	NUM
ertr-234	140	10	-	-	NUM
ertr-234	140	11	479	479	NUM
ertr-234	140	12	.	.	PUNCT
ertr-234	141	1	vaughan	vaughan	PROPN
ertr-234	141	2	,	,	PUNCT
ertr-234	141	3	l.	l.	PROPN
ertr-234	141	4	,	,	PUNCT
ertr-234	141	5	&	&	CCONJ
ertr-234	141	6	chen	chen	PROPN
ertr-234	141	7	,	,	PUNCT
ertr-234	141	8	y.	y.	PROPN
ertr-234	141	9	(	(	PUNCT
ertr-234	141	10	2015	2015	NUM
ertr-234	141	11	)	)	PUNCT
ertr-234	141	12	.	.	PUNCT
ertr-234	142	1	data	datum	NOUN
ertr-234	142	2	mining	mining	NOUN
ertr-234	142	3	from	from	ADP
ertr-234	142	4	web	web	NOUN
ertr-234	142	5	search	search	NOUN
ertr-234	142	6	queries	query	NOUN
ertr-234	142	7	:	:	PUNCT
ertr-234	142	8	a	a	DET
ertr-234	142	9	comparison	comparison	NOUN
ertr-234	142	10	of	of	ADP
ertr-234	142	11	google	google	PROPN
ertr-234	142	12	trends	trend	NOUN
ertr-234	142	13	and	and	CCONJ
ertr-234	142	14	baidu	baidu	PROPN
ertr-234	142	15	index	index	NOUN
ertr-234	142	16	.	.	PUNCT
ertr-234	143	1	journal	journal	PROPN
ertr-234	143	2	of	of	ADP
ertr-234	143	3	the	the	DET
ertr-234	143	4	association	association	NOUN
ertr-234	143	5	for	for	ADP
ertr-234	143	6	information	information	NOUN
ertr-234	143	7	science	science	NOUN
ertr-234	143	8	and	and	CCONJ
ertr-234	143	9	technology	technology	NOUN
ertr-234	143	10	,	,	PUNCT
ertr-234	143	11	66(1	66(1	NOUN
ertr-234	143	12	)	)	PUNCT
ertr-234	143	13	,	,	PUNCT
ertr-234	143	14	13	13	NUM
ertr-234	143	15	-	-	SYM
ertr-234	143	16	22	22	NUM
ertr-234	143	17	.	.	PUNCT
ertr-234	144	1	watson	watson	PROPN
ertr-234	144	2	,	,	PUNCT
ertr-234	144	3	m.	m.	PROPN
ertr-234	144	4	w.	w.	PROPN
ertr-234	144	5	,	,	PUNCT
ertr-234	144	6	(	(	PUNCT
ertr-234	144	7	1994	1994	NUM
ertr-234	144	8	)	)	PUNCT
ertr-234	144	9	,	,	PUNCT
ertr-234	144	10	vector	vector	NOUN
ertr-234	144	11	autogregression	autogregression	NOUN
ertr-234	144	12	and	and	CCONJ
ertr-234	144	13	co	co	NOUN
ertr-234	144	14	-	-	NOUN
ertr-234	144	15	integration	integration	NOUN
ertr-234	144	16	.	.	PUNCT
ertr-234	145	1	in	in	ADP
ertr-234	145	2	vol	vol	NOUN
ertr-234	145	3	.	.	PUNCT
ertr-234	146	1	iv	iv	NOUN
ertr-234	146	2	of	of	ADP
ertr-234	146	3	handbook	handbook	NOUN
ertr-234	146	4	of	of	ADP
ertr-234	146	5	econometrics	econometric	NOUN
ertr-234	146	6	,	,	PUNCT
ertr-234	146	7	ed	ed	NOUN
ertr-234	146	8	.	.	PUNCT
ertr-234	146	9	r.f	r.f	PROPN
ertr-234	146	10	.	.	PROPN
ertr-234	146	11	engle	engle	PROPN
ertr-234	146	12	and	and	CCONJ
ertr-234	146	13	d.l	d.l	PROPN
ertr-234	146	14	.	.	PROPN
ertr-234	146	15	mcfadden	mcfadden	PROPN
ertr-234	146	16	.	.	PUNCT
ertr-234	147	1	amsterdam	amsterdam	PROPN
ertr-234	147	2	:	:	PUNCT
ertr-234	147	3	elsevier	elsevier	NOUN
ertr-234	147	4	.	.	PUNCT
ertr-234	148	1	winters	winter	NOUN
ertr-234	148	2	,	,	PUNCT
ertr-234	148	3	p.	p.	PROPN
ertr-234	148	4	r.	r.	PROPN
ertr-234	148	5	(	(	PUNCT
ertr-234	148	6	1960	1960	NUM
ertr-234	148	7	)	)	PUNCT
ertr-234	148	8	.	.	PUNCT
ertr-234	149	1	forecasting	forecast	VERB
ertr-234	149	2	sales	sale	NOUN
ertr-234	149	3	by	by	ADP
ertr-234	149	4	exponentially	exponentially	ADV
ertr-234	149	5	weighted	weight	VERB
ertr-234	149	6	moving	move	VERB
ertr-234	149	7	averages	average	NOUN
ertr-234	149	8	.	.	PUNCT
ertr-234	150	1	management	management	NOUN
ertr-234	150	2	science	science	PROPN
ertr-234	150	3	,	,	PUNCT
ertr-234	150	4	6(3	6(3	NUM
ertr-234	150	5	)	)	PUNCT
ertr-234	150	6	,	,	PUNCT
ertr-234	150	7	324	324	NUM
ertr-234	150	8	-	-	SYM
ertr-234	150	9	342	342	NUM
ertr-234	150	10	.	.	PUNCT
ertr-234	151	1	zhou	zhou	NOUN
ertr-234	151	2	-	-	PUNCT
ertr-234	151	3	grundy	grundy	PROPN
ertr-234	151	4	,	,	PUNCT
ertr-234	151	5	y.	y.	PROPN
ertr-234	151	6	,	,	PUNCT
ertr-234	151	7	&	&	CCONJ
ertr-234	151	8	turner	turner	PROPN
ertr-234	151	9	,	,	PUNCT
ertr-234	151	10	l.	l.	PROPN
ertr-234	151	11	w.	w.	PROPN
ertr-234	151	12	(	(	PUNCT
ertr-234	151	13	2014	2014	NUM
ertr-234	151	14	)	)	PUNCT
ertr-234	151	15	.	.	PUNCT
ertr-234	152	1	the	the	DET
ertr-234	152	2	challenge	challenge	NOUN
ertr-234	152	3	of	of	ADP
ertr-234	152	4	regional	regional	ADJ
ertr-234	152	5	tourism	tourism	NOUN
ertr-234	152	6	demand	demand	NOUN
ertr-234	152	7	forecasting	forecasting	NOUN
ertr-234	152	8	:	:	PUNCT
ertr-234	152	9	the	the	DET
ertr-234	152	10	case	case	NOUN
ertr-234	152	11	of	of	ADP
ertr-234	152	12	china	china	PROPN
ertr-234	152	13	.	.	PUNCT
ertr-234	153	1	journal	journal	PROPN
ertr-234	153	2	of	of	ADP
ertr-234	153	3	travel	travel	NOUN
ertr-234	153	4	research	research	NOUN
ertr-234	153	5	,	,	PUNCT
ertr-234	153	6	doi	doi	NOUN
ertr-234	153	7	:	:	PUNCT
ertr-234	153	8	0047287513516197	0047287513516197	NUM
ertr-234	153	9	.	.	PUNCT
ertr-234	154	1	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN
ertr-234	154	2	https://www.cnnic.cn/hlwfzyj/hlwxzbg/201502/p020150203551802054676.pdf	https://www.cnnic.cn/hlwfzyj/hlwxzbg/201502/p020150203551802054676.pdf	PROPN
ertr-234	154	3	http://gs.statcounter.com/	http://gs.statcounter.com/	PROPN
ertr-234	154	4	http://gs.statcounter.com/	http://gs.statcounter.com/	PROPN
ertr-234	154	5	e	e	PROPN
ertr-234	154	6	-	-	NOUN
ertr-234	154	7	review	review	NOUN
ertr-234	154	8	of	of	ADP
ertr-234	154	9	tourism	tourism	NOUN
ertr-234	154	10	research	research	NOUN
ertr-234	154	11	(	(	PUNCT
ertr-234	154	12	ertr	ertr	NOUN
ertr-234	154	13	)	)	PUNCT
ertr-234	154	14	,	,	PUNCT
ertr-234	154	15	vol	vol	NOUN
ertr-234	154	16	.	.	PROPN
ertr-234	154	17	15	15	NUM
ertr-234	154	18	,	,	PUNCT
ertr-234	154	19	no	no	INTJ
ertr-234	154	20	.	.	NOUN
ertr-234	155	1	4/5	4/5	NUM
ertr-234	155	2	(	(	PUNCT
ertr-234	155	3	2018	2018	NUM
ertr-234	155	4	)	)	PUNCT
ertr-234	156	1	http://ertr.tamu.edu	http://ertr.tamu.edu	NOUN
ertr-234	156	2	414	414	NUM
ertr-234	156	3	appendix	appendix	ADJ
ertr-234	156	4	1	1	NUM
ertr-234	156	5	vector	vector	NOUN
ertr-234	156	6	autoregression	autoregression	NOUN
ertr-234	156	7	model	model	NOUN
ertr-234	156	8	chinese	chinese	PROPN
ertr-234	156	9	visitor	visitor	NOUN
ertr-234	156	10	arrivals	arrival	NOUN
ertr-234	156	11	(	(	PUNCT
ertr-234	156	12	secondary	secondary	ADJ
ertr-234	156	13	equations	equation	NOUN
ertr-234	156	14	omitted	omit	VERB
ertr-234	156	15	)	)	PUNCT
ertr-234	156	16	http://ertr.tamu.edu/	http://ertr.tamu.edu/	PROPN