id	sid	tid	token	lemma	pos
ape-40048	1	1	advances	advance	NOUN
ape-40048	1	2	in	in	ADP
ape-40048	1	3	politics	politic	NOUN
ape-40048	1	4	and	and	CCONJ
ape-40048	1	5	economics	economic	NOUN
ape-40048	1	6	issn	issn	VERB
ape-40048	1	7	2576	2576	NUM
ape-40048	1	8	-	-	SYM
ape-40048	1	9	1382	1382	NUM
ape-40048	1	10	(	(	PUNCT
ape-40048	1	11	print	print	NOUN
ape-40048	1	12	)	)	PUNCT
ape-40048	1	13	issn	issn	PROPN
ape-40048	1	14	2576	2576	NUM
ape-40048	1	15	-	-	SYM
ape-40048	1	16	1390	1390	NUM
ape-40048	1	17	(	(	PUNCT
ape-40048	1	18	online	online	ADJ
ape-40048	1	19	)	)	PUNCT
ape-40048	1	20	vol	vol	NOUN
ape-40048	1	21	.	.	PROPN
ape-40048	2	1	7	7	NUM
ape-40048	2	2	,	,	PUNCT
ape-40048	2	3	no	no	INTJ
ape-40048	2	4	.	.	NOUN
ape-40048	2	5	2	2	NUM
ape-40048	2	6	,	,	PUNCT
ape-40048	2	7	2024	2024	NUM
ape-40048	2	8	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	2	9	202	202	NUM
ape-40048	2	10	original	original	ADJ
ape-40048	2	11	paper	paper	NOUN
ape-40048	2	12	tourism	tourism	NOUN
ape-40048	2	13	demand	demand	NOUN
ape-40048	2	14	forecast	forecast	NOUN
ape-40048	2	15	and	and	CCONJ
ape-40048	2	16	future	future	ADJ
ape-40048	2	17	market	market	NOUN
ape-40048	2	18	trend	trend	NOUN
ape-40048	2	19	research	research	NOUN
ape-40048	2	20	weichen	weichen	ADV
ape-40048	2	21	ke1	ke1	PROPN
ape-40048	2	22	*	*	PROPN
ape-40048	2	23	1	1	NUM
ape-40048	2	24	the	the	DET
ape-40048	2	25	university	university	PROPN
ape-40048	2	26	of	of	ADP
ape-40048	2	27	queensland	queensland	PROPN
ape-40048	2	28	,	,	PUNCT
ape-40048	2	29	st	st	PROPN
ape-40048	2	30	lucia	lucia	PROPN
ape-40048	2	31	,	,	PUNCT
ape-40048	2	32	qld	qld	PROPN
ape-40048	2	33	4072	4072	NUM
ape-40048	2	34	,	,	PUNCT
ape-40048	2	35	australia	australia	PROPN
ape-40048	2	36	*	*	SYM
ape-40048	2	37	corresponding	correspond	VERB
ape-40048	2	38	author	author	NOUN
ape-40048	2	39	,	,	PUNCT
ape-40048	2	40	e	e	NOUN
ape-40048	2	41	-	-	NOUN
ape-40048	2	42	mail	mail	NOUN
ape-40048	2	43	:	:	PUNCT
ape-40048	2	44	w.ke@uqconnect.edu.au	w.ke@uqconnect.edu.au	NOUN
ape-40048	2	45	received	receive	VERB
ape-40048	2	46	:	:	PUNCT
ape-40048	2	47	april	april	PROPN
ape-40048	2	48	19	19	NUM
ape-40048	2	49	,	,	PUNCT
ape-40048	2	50	2024	2024	NUM
ape-40048	2	51	accepted	accept	VERB
ape-40048	2	52	:	:	PUNCT
ape-40048	2	53	may	may	AUX
ape-40048	2	54	15	15	NUM
ape-40048	2	55	,	,	PUNCT
ape-40048	2	56	2024	2024	NUM
ape-40048	2	57	online	online	ADV
ape-40048	2	58	published	publish	VERB
ape-40048	2	59	:	:	PUNCT
ape-40048	2	60	may	may	AUX
ape-40048	2	61	29	29	NUM
ape-40048	2	62	,	,	PUNCT
ape-40048	2	63	2024	2024	NUM
ape-40048	2	64	doi:10.22158	doi:10.22158	NOUN
ape-40048	2	65	/	/	SYM
ape-40048	2	66	ape.v7n2p202	ape.v7n2p202	PROPN
ape-40048	2	67	url	url	PROPN
ape-40048	2	68	:	:	PUNCT
ape-40048	2	69	http://dx.doi.org/10.22158/ape.v7n2p202	http://dx.doi.org/10.22158/ape.v7n2p202	PROPN
ape-40048	2	70	abstract	abstract	ADJ
ape-40048	2	71	this	this	DET
ape-40048	2	72	study	study	NOUN
ape-40048	2	73	aims	aim	VERB
ape-40048	2	74	to	to	PART
ape-40048	2	75	reveal	reveal	VERB
ape-40048	2	76	the	the	DET
ape-40048	2	77	trends	trend	NOUN
ape-40048	2	78	and	and	CCONJ
ape-40048	2	79	changes	change	NOUN
ape-40048	2	80	in	in	ADP
ape-40048	2	81	the	the	DET
ape-40048	2	82	development	development	NOUN
ape-40048	2	83	of	of	ADP
ape-40048	2	84	the	the	DET
ape-40048	2	85	tourism	tourism	NOUN
ape-40048	2	86	market	market	NOUN
ape-40048	2	87	by	by	ADP
ape-40048	2	88	forecasting	forecast	VERB
ape-40048	2	89	tourism	tourism	NOUN
ape-40048	2	90	demand	demand	NOUN
ape-40048	2	91	and	and	CCONJ
ape-40048	2	92	future	future	ADJ
ape-40048	2	93	market	market	NOUN
ape-40048	2	94	trends	trend	NOUN
ape-40048	2	95	,	,	PUNCT
ape-40048	2	96	providing	provide	VERB
ape-40048	2	97	important	important	ADJ
ape-40048	2	98	references	reference	NOUN
ape-40048	2	99	for	for	ADP
ape-40048	2	100	decision	decision	NOUN
ape-40048	2	101	-	-	PUNCT
ape-40048	2	102	makers	maker	NOUN
ape-40048	2	103	in	in	ADP
ape-40048	2	104	the	the	DET
ape-40048	2	105	tourism	tourism	NOUN
ape-40048	2	106	industry	industry	NOUN
ape-40048	2	107	.	.	PUNCT
ape-40048	3	1	we	we	PRON
ape-40048	3	2	adopted	adopt	VERB
ape-40048	3	3	data	datum	NOUN
ape-40048	3	4	analysis	analysis	NOUN
ape-40048	3	5	methods	method	NOUN
ape-40048	3	6	to	to	PART
ape-40048	3	7	construct	construct	VERB
ape-40048	3	8	a	a	DET
ape-40048	3	9	tourism	tourism	NOUN
ape-40048	3	10	demand	demand	NOUN
ape-40048	3	11	forecasting	forecasting	NOUN
ape-40048	3	12	model	model	NOUN
ape-40048	3	13	and	and	CCONJ
ape-40048	3	14	analyzed	analyze	VERB
ape-40048	3	15	the	the	DET
ape-40048	3	16	impact	impact	NOUN
ape-40048	3	17	of	of	ADP
ape-40048	3	18	different	different	ADJ
ape-40048	3	19	factors	factor	NOUN
ape-40048	3	20	on	on	ADP
ape-40048	3	21	tourism	tourism	NOUN
ape-40048	3	22	demand	demand	NOUN
ape-40048	3	23	.	.	PUNCT
ape-40048	4	1	the	the	DET
ape-40048	4	2	main	main	ADJ
ape-40048	4	3	findings	finding	NOUN
ape-40048	4	4	include	include	VERB
ape-40048	4	5	the	the	DET
ape-40048	4	6	trend	trend	NOUN
ape-40048	4	7	of	of	ADP
ape-40048	4	8	diversification	diversification	NOUN
ape-40048	4	9	and	and	CCONJ
ape-40048	4	10	dynamism	dynamism	NOUN
ape-40048	4	11	in	in	ADP
ape-40048	4	12	tourism	tourism	NOUN
ape-40048	4	13	demand	demand	NOUN
ape-40048	4	14	due	due	ADP
ape-40048	4	15	to	to	ADP
ape-40048	4	16	changes	change	NOUN
ape-40048	4	17	in	in	ADP
ape-40048	4	18	economic	economic	ADJ
ape-40048	4	19	,	,	PUNCT
ape-40048	4	20	social	social	ADJ
ape-40048	4	21	,	,	PUNCT
ape-40048	4	22	and	and	CCONJ
ape-40048	4	23	environmental	environmental	ADJ
ape-40048	4	24	factors	factor	NOUN
ape-40048	4	25	.	.	PUNCT
ape-40048	5	1	the	the	DET
ape-40048	5	2	implications	implication	NOUN
ape-40048	5	3	of	of	ADP
ape-40048	5	4	this	this	DET
ape-40048	5	5	study	study	NOUN
ape-40048	5	6	for	for	ADP
ape-40048	5	7	future	future	ADJ
ape-40048	5	8	market	market	NOUN
ape-40048	5	9	trends	trend	NOUN
ape-40048	5	10	include	include	VERB
ape-40048	5	11	guiding	guide	VERB
ape-40048	5	12	the	the	DET
ape-40048	5	13	tourism	tourism	NOUN
ape-40048	5	14	industry	industry	NOUN
ape-40048	5	15	in	in	ADP
ape-40048	5	16	formulating	formulate	VERB
ape-40048	5	17	corresponding	corresponding	ADJ
ape-40048	5	18	strategies	strategy	NOUN
ape-40048	5	19	to	to	PART
ape-40048	5	20	enhance	enhance	VERB
ape-40048	5	21	market	market	NOUN
ape-40048	5	22	competitiveness	competitiveness	NOUN
ape-40048	5	23	.	.	PUNCT
ape-40048	6	1	in	in	ADP
ape-40048	6	2	summary	summary	NOUN
ape-40048	6	3	,	,	PUNCT
ape-40048	6	4	this	this	DET
ape-40048	6	5	study	study	NOUN
ape-40048	6	6	provides	provide	VERB
ape-40048	6	7	important	important	ADJ
ape-40048	6	8	references	reference	NOUN
ape-40048	6	9	for	for	ADP
ape-40048	6	10	the	the	DET
ape-40048	6	11	future	future	ADJ
ape-40048	6	12	development	development	NOUN
ape-40048	6	13	of	of	ADP
ape-40048	6	14	the	the	DET
ape-40048	6	15	tourism	tourism	NOUN
ape-40048	6	16	market	market	NOUN
ape-40048	6	17	and	and	CCONJ
ape-40048	6	18	has	have	VERB
ape-40048	6	19	significant	significant	ADJ
ape-40048	6	20	theoretical	theoretical	ADJ
ape-40048	6	21	and	and	CCONJ
ape-40048	6	22	practical	practical	ADJ
ape-40048	6	23	implications	implication	NOUN
ape-40048	6	24	.	.	PUNCT
ape-40048	7	1	keywords	keyword	VERB
ape-40048	7	2	tourism	tourism	NOUN
ape-40048	7	3	demand	demand	NOUN
ape-40048	7	4	,	,	PUNCT
ape-40048	7	5	market	market	NOUN
ape-40048	7	6	forecasting	forecasting	NOUN
ape-40048	7	7	,	,	PUNCT
ape-40048	7	8	future	future	ADJ
ape-40048	7	9	trends	trend	NOUN
ape-40048	7	10	,	,	PUNCT
ape-40048	7	11	tourism	tourism	NOUN
ape-40048	7	12	market	market	NOUN
ape-40048	7	13	,	,	PUNCT
ape-40048	7	14	data	data	VERB
ape-40048	7	15	analysis	analysis	NOUN
ape-40048	7	16	.	.	PUNCT
ape-40048	8	1	1	1	X
ape-40048	8	2	.	.	X
ape-40048	8	3	introduction	introduction	NOUN
ape-40048	8	4	the	the	DET
ape-40048	8	5	tourism	tourism	NOUN
ape-40048	8	6	industry	industry	NOUN
ape-40048	8	7	,	,	PUNCT
ape-40048	8	8	as	as	ADP
ape-40048	8	9	an	an	DET
ape-40048	8	10	important	important	ADJ
ape-40048	8	11	component	component	NOUN
ape-40048	8	12	of	of	ADP
ape-40048	8	13	the	the	DET
ape-40048	8	14	global	global	ADJ
ape-40048	8	15	economy	economy	NOUN
ape-40048	8	16	,	,	PUNCT
ape-40048	8	17	plays	play	VERB
ape-40048	8	18	a	a	DET
ape-40048	8	19	crucial	crucial	ADJ
ape-40048	8	20	role	role	NOUN
ape-40048	8	21	in	in	ADP
ape-40048	8	22	driving	drive	VERB
ape-40048	8	23	economic	economic	ADJ
ape-40048	8	24	growth	growth	NOUN
ape-40048	8	25	and	and	CCONJ
ape-40048	8	26	social	social	ADJ
ape-40048	8	27	development	development	NOUN
ape-40048	8	28	in	in	ADP
ape-40048	8	29	many	many	ADJ
ape-40048	8	30	countries	country	NOUN
ape-40048	8	31	and	and	CCONJ
ape-40048	8	32	regions	region	NOUN
ape-40048	8	33	.	.	PUNCT
ape-40048	9	1	with	with	ADP
ape-40048	9	2	the	the	DET
ape-40048	9	3	acceleration	acceleration	NOUN
ape-40048	9	4	of	of	ADP
ape-40048	9	5	globalization	globalization	NOUN
ape-40048	9	6	and	and	CCONJ
ape-40048	9	7	the	the	DET
ape-40048	9	8	improvement	improvement	NOUN
ape-40048	9	9	of	of	ADP
ape-40048	9	10	people	people	NOUN
ape-40048	9	11	's	's	PART
ape-40048	9	12	living	living	NOUN
ape-40048	9	13	standards	standard	NOUN
ape-40048	9	14	,	,	PUNCT
ape-40048	9	15	tourism	tourism	NOUN
ape-40048	9	16	demand	demand	NOUN
ape-40048	9	17	has	have	AUX
ape-40048	9	18	become	become	VERB
ape-40048	9	19	increasingly	increasingly	ADV
ape-40048	9	20	diversified	diversify	VERB
ape-40048	9	21	and	and	CCONJ
ape-40048	9	22	personalized	personalize	VERB
ape-40048	9	23	,	,	PUNCT
ape-40048	9	24	expanding	expand	VERB
ape-40048	9	25	from	from	ADP
ape-40048	9	26	traditional	traditional	ADJ
ape-40048	9	27	sightseeing	sightseeing	NOUN
ape-40048	9	28	tourism	tourism	NOUN
ape-40048	9	29	to	to	ADP
ape-40048	9	30	diversified	diversified	ADJ
ape-40048	9	31	directions	direction	NOUN
ape-40048	9	32	such	such	ADJ
ape-40048	9	33	as	as	ADP
ape-40048	9	34	cultural	cultural	ADJ
ape-40048	9	35	experiences	experience	NOUN
ape-40048	9	36	and	and	CCONJ
ape-40048	9	37	eco	eco	NOUN
ape-40048	9	38	-	-	PUNCT
ape-40048	9	39	tourism	tourism	NOUN
ape-40048	9	40	.	.	PUNCT
ape-40048	10	1	in	in	ADP
ape-40048	10	2	such	such	DET
ape-40048	10	3	a	a	DET
ape-40048	10	4	context	context	NOUN
ape-40048	10	5	,	,	PUNCT
ape-40048	10	6	understanding	understand	VERB
ape-40048	10	7	the	the	DET
ape-40048	10	8	changing	change	VERB
ape-40048	10	9	trends	trend	NOUN
ape-40048	10	10	in	in	ADP
ape-40048	10	11	tourism	tourism	NOUN
ape-40048	10	12	demand	demand	NOUN
ape-40048	10	13	and	and	CCONJ
ape-40048	10	14	forecasting	forecast	VERB
ape-40048	10	15	future	future	ADJ
ape-40048	10	16	market	market	NOUN
ape-40048	10	17	trends	trend	NOUN
ape-40048	10	18	has	have	AUX
ape-40048	10	19	become	become	VERB
ape-40048	10	20	a	a	DET
ape-40048	10	21	focus	focus	NOUN
ape-40048	10	22	of	of	ADP
ape-40048	10	23	attention	attention	NOUN
ape-40048	10	24	for	for	ADP
ape-40048	10	25	managers	manager	NOUN
ape-40048	10	26	and	and	CCONJ
ape-40048	10	27	decision	decision	NOUN
ape-40048	10	28	-	-	PUNCT
ape-40048	10	29	makers	maker	NOUN
ape-40048	10	30	in	in	ADP
ape-40048	10	31	the	the	DET
ape-40048	10	32	tourism	tourism	NOUN
ape-40048	10	33	industry	industry	NOUN
ape-40048	10	34	.	.	PUNCT
ape-40048	11	1	however	however	ADV
ape-40048	11	2	,	,	PUNCT
ape-40048	11	3	the	the	DET
ape-40048	11	4	development	development	NOUN
ape-40048	11	5	of	of	ADP
ape-40048	11	6	the	the	DET
ape-40048	11	7	tourism	tourism	NOUN
ape-40048	11	8	market	market	NOUN
ape-40048	11	9	is	be	AUX
ape-40048	11	10	influenced	influence	VERB
ape-40048	11	11	by	by	ADP
ape-40048	11	12	various	various	ADJ
ape-40048	11	13	factors	factor	NOUN
ape-40048	11	14	,	,	PUNCT
ape-40048	11	15	including	include	VERB
ape-40048	11	16	economic	economic	ADJ
ape-40048	11	17	conditions	condition	NOUN
ape-40048	11	18	,	,	PUNCT
ape-40048	11	19	socio	socio	NOUN
ape-40048	11	20	-	-	PUNCT
ape-40048	11	21	cultural	cultural	ADJ
ape-40048	11	22	environment	environment	NOUN
ape-40048	11	23	,	,	PUNCT
ape-40048	11	24	technological	technological	ADJ
ape-40048	11	25	advancements	advancement	NOUN
ape-40048	11	26	,	,	PUNCT
ape-40048	11	27	and	and	CCONJ
ape-40048	11	28	more	more	ADJ
ape-40048	11	29	.	.	PUNCT
ape-40048	12	1	therefore	therefore	ADV
ape-40048	12	2	,	,	PUNCT
ape-40048	12	3	constructing	construct	VERB
ape-40048	12	4	tourism	tourism	NOUN
ape-40048	12	5	demand	demand	NOUN
ape-40048	12	6	forecasting	forecasting	NOUN
ape-40048	12	7	models	model	NOUN
ape-40048	12	8	through	through	ADP
ape-40048	12	9	data	datum	NOUN
ape-40048	12	10	analysis	analysis	NOUN
ape-40048	12	11	methods	method	NOUN
ape-40048	12	12	to	to	PART
ape-40048	12	13	reveal	reveal	VERB
ape-40048	12	14	the	the	DET
ape-40048	12	15	patterns	pattern	NOUN
ape-40048	12	16	and	and	CCONJ
ape-40048	12	17	trends	trend	NOUN
ape-40048	12	18	behind	behind	ADP
ape-40048	12	19	tourism	tourism	NOUN
ape-40048	12	20	demand	demand	NOUN
ape-40048	12	21	is	be	AUX
ape-40048	12	22	of	of	ADP
ape-40048	12	23	great	great	ADJ
ape-40048	12	24	significance	significance	NOUN
ape-40048	12	25	for	for	ADP
ape-40048	12	26	formulating	formulate	VERB
ape-40048	12	27	effective	effective	ADJ
ape-40048	12	28	market	market	NOUN
ape-40048	12	29	strategies	strategy	NOUN
ape-40048	12	30	and	and	CCONJ
ape-40048	12	31	planning	plan	VERB
ape-40048	12	32	future	future	ADJ
ape-40048	12	33	development	development	NOUN
ape-40048	12	34	directions	direction	NOUN
ape-40048	12	35	.	.	PUNCT
ape-40048	13	1	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	13	2	advances	advance	NOUN
ape-40048	13	3	in	in	ADP
ape-40048	13	4	politics	politic	NOUN
ape-40048	13	5	and	and	CCONJ
ape-40048	13	6	economics	economic	NOUN
ape-40048	13	7	vol	vol	NOUN
ape-40048	13	8	.	.	PUNCT
ape-40048	14	1	7	7	NUM
ape-40048	14	2	,	,	PUNCT
ape-40048	14	3	no	no	INTJ
ape-40048	14	4	.	.	NOUN
ape-40048	14	5	2	2	NUM
ape-40048	14	6	,	,	PUNCT
ape-40048	14	7	2024	2024	NUM
ape-40048	14	8	published	publish	VERB
ape-40048	14	9	by	by	ADP
ape-40048	14	10	scholink	scholink	PROPN
ape-40048	14	11	inc	inc	PROPN
ape-40048	14	12	.	.	PROPN
ape-40048	14	13	203	203	NUM
ape-40048	14	14	this	this	DET
ape-40048	14	15	study	study	NOUN
ape-40048	14	16	aims	aim	VERB
ape-40048	14	17	to	to	PART
ape-40048	14	18	delve	delve	VERB
ape-40048	14	19	into	into	ADP
ape-40048	14	20	the	the	DET
ape-40048	14	21	forecasting	forecasting	NOUN
ape-40048	14	22	of	of	ADP
ape-40048	14	23	tourism	tourism	NOUN
ape-40048	14	24	demand	demand	NOUN
ape-40048	14	25	and	and	CCONJ
ape-40048	14	26	future	future	ADJ
ape-40048	14	27	market	market	NOUN
ape-40048	14	28	trends	trend	NOUN
ape-40048	14	29	.	.	PUNCT
ape-40048	15	1	through	through	ADP
ape-40048	15	2	a	a	DET
ape-40048	15	3	review	review	NOUN
ape-40048	15	4	of	of	ADP
ape-40048	15	5	relevant	relevant	ADJ
ape-40048	15	6	literature	literature	NOUN
ape-40048	15	7	and	and	CCONJ
ape-40048	15	8	the	the	DET
ape-40048	15	9	application	application	NOUN
ape-40048	15	10	of	of	ADP
ape-40048	15	11	data	datum	NOUN
ape-40048	15	12	analysis	analysis	NOUN
ape-40048	15	13	methods	method	NOUN
ape-40048	15	14	,	,	PUNCT
ape-40048	15	15	we	we	PRON
ape-40048	15	16	aim	aim	VERB
ape-40048	15	17	to	to	PART
ape-40048	15	18	reveal	reveal	VERB
ape-40048	15	19	the	the	DET
ape-40048	15	20	dynamic	dynamic	ADJ
ape-40048	15	21	changes	change	NOUN
ape-40048	15	22	in	in	ADP
ape-40048	15	23	the	the	DET
ape-40048	15	24	development	development	NOUN
ape-40048	15	25	of	of	ADP
ape-40048	15	26	the	the	DET
ape-40048	15	27	tourism	tourism	NOUN
ape-40048	15	28	market	market	NOUN
ape-40048	15	29	,	,	PUNCT
ape-40048	15	30	providing	provide	VERB
ape-40048	15	31	theoretical	theoretical	ADJ
ape-40048	15	32	support	support	NOUN
ape-40048	15	33	and	and	CCONJ
ape-40048	15	34	practical	practical	ADJ
ape-40048	15	35	guidance	guidance	NOUN
ape-40048	15	36	for	for	ADP
ape-40048	15	37	decision	decision	NOUN
ape-40048	15	38	-	-	PUNCT
ape-40048	15	39	makers	maker	NOUN
ape-40048	15	40	in	in	ADP
ape-40048	15	41	the	the	DET
ape-40048	15	42	industry	industry	NOUN
ape-40048	15	43	.	.	PUNCT
ape-40048	16	1	in	in	ADP
ape-40048	16	2	the	the	DET
ape-40048	16	3	subsequent	subsequent	ADJ
ape-40048	16	4	sections	section	NOUN
ape-40048	16	5	of	of	ADP
ape-40048	16	6	the	the	DET
ape-40048	16	7	paper	paper	NOUN
ape-40048	16	8	,	,	PUNCT
ape-40048	16	9	we	we	PRON
ape-40048	16	10	will	will	AUX
ape-40048	16	11	detail	detail	VERB
ape-40048	16	12	the	the	DET
ape-40048	16	13	methods	method	NOUN
ape-40048	16	14	,	,	PUNCT
ape-40048	16	15	major	major	ADJ
ape-40048	16	16	findings	finding	NOUN
ape-40048	16	17	,	,	PUNCT
ape-40048	16	18	and	and	CCONJ
ape-40048	16	19	analysis	analysis	NOUN
ape-40048	16	20	,	,	PUNCT
ape-40048	16	21	as	as	ADV
ape-40048	16	22	well	well	ADV
ape-40048	16	23	as	as	ADP
ape-40048	16	24	prospects	prospect	NOUN
ape-40048	16	25	and	and	CCONJ
ape-40048	16	26	recommendations	recommendation	NOUN
ape-40048	16	27	for	for	ADP
ape-40048	16	28	future	future	ADJ
ape-40048	16	29	research	research	NOUN
ape-40048	16	30	.	.	PUNCT
ape-40048	17	1	2	2	X
ape-40048	17	2	.	.	X
ape-40048	17	3	current	current	ADJ
ape-40048	17	4	status	status	NOUN
ape-40048	17	5	and	and	CCONJ
ape-40048	17	6	method	method	NOUN
ape-40048	17	7	overview	overview	NOUN
ape-40048	17	8	of	of	ADP
ape-40048	17	9	tourism	tourism	NOUN
ape-40048	17	10	demand	demand	NOUN
ape-40048	17	11	research	research	VERB
ape-40048	17	12	2.1	2.1	NUM
ape-40048	17	13	overview	overview	NOUN
ape-40048	17	14	of	of	ADP
ape-40048	17	15	tourism	tourism	NOUN
ape-40048	17	16	demand	demand	NOUN
ape-40048	17	17	forecasting	forecasting	NOUN
ape-40048	17	18	models	model	NOUN
ape-40048	17	19	and	and	CCONJ
ape-40048	17	20	methods	method	NOUN
ape-40048	17	21	tourism	tourism	NOUN
ape-40048	17	22	demand	demand	NOUN
ape-40048	17	23	forecasting	forecasting	NOUN
ape-40048	17	24	is	be	AUX
ape-40048	17	25	a	a	DET
ape-40048	17	26	crucial	crucial	ADJ
ape-40048	17	27	aspect	aspect	NOUN
ape-40048	17	28	of	of	ADP
ape-40048	17	29	the	the	DET
ape-40048	17	30	development	development	NOUN
ape-40048	17	31	and	and	CCONJ
ape-40048	17	32	operation	operation	NOUN
ape-40048	17	33	of	of	ADP
ape-40048	17	34	the	the	DET
ape-40048	17	35	tourism	tourism	NOUN
ape-40048	17	36	industry	industry	NOUN
ape-40048	17	37	.	.	PUNCT
ape-40048	18	1	in	in	ADP
ape-40048	18	2	forecasting	forecast	VERB
ape-40048	18	3	tourism	tourism	NOUN
ape-40048	18	4	demand	demand	NOUN
ape-40048	18	5	,	,	PUNCT
ape-40048	18	6	researchers	researcher	NOUN
ape-40048	18	7	have	have	AUX
ape-40048	18	8	proposed	propose	VERB
ape-40048	18	9	various	various	ADJ
ape-40048	18	10	models	model	NOUN
ape-40048	18	11	and	and	CCONJ
ape-40048	18	12	methods	method	NOUN
ape-40048	18	13	.	.	PUNCT
ape-40048	19	1	among	among	ADP
ape-40048	19	2	them	they	PRON
ape-40048	19	3	,	,	PUNCT
ape-40048	19	4	time	time	NOUN
ape-40048	19	5	series	series	NOUN
ape-40048	19	6	analysis	analysis	NOUN
ape-40048	19	7	models	model	NOUN
ape-40048	19	8	are	be	AUX
ape-40048	19	9	one	one	NUM
ape-40048	19	10	of	of	ADP
ape-40048	19	11	the	the	DET
ape-40048	19	12	most	most	ADV
ape-40048	19	13	commonly	commonly	ADV
ape-40048	19	14	used	use	VERB
ape-40048	19	15	methods	method	NOUN
ape-40048	19	16	,	,	PUNCT
ape-40048	19	17	which	which	PRON
ape-40048	19	18	can	can	AUX
ape-40048	19	19	reveal	reveal	VERB
ape-40048	19	20	the	the	DET
ape-40048	19	21	changing	change	VERB
ape-40048	19	22	trends	trend	NOUN
ape-40048	19	23	of	of	ADP
ape-40048	19	24	future	future	ADJ
ape-40048	19	25	tourism	tourism	NOUN
ape-40048	19	26	demand	demand	NOUN
ape-40048	19	27	by	by	ADP
ape-40048	19	28	fitting	fitting	ADJ
ape-40048	19	29	and	and	CCONJ
ape-40048	19	30	forecasting	forecast	VERB
ape-40048	19	31	historical	historical	ADJ
ape-40048	19	32	data	datum	NOUN
ape-40048	19	33	.	.	PUNCT
ape-40048	20	1	additionally	additionally	ADV
ape-40048	20	2	,	,	PUNCT
ape-40048	20	3	regression	regression	VERB
ape-40048	20	4	analysis	analysis	NOUN
ape-40048	20	5	models	model	NOUN
ape-40048	20	6	are	be	AUX
ape-40048	20	7	also	also	ADV
ape-40048	20	8	widely	widely	ADV
ape-40048	20	9	applied	apply	VERB
ape-40048	20	10	in	in	ADP
ape-40048	20	11	tourism	tourism	NOUN
ape-40048	20	12	demand	demand	NOUN
ape-40048	20	13	forecasting	forecasting	NOUN
ape-40048	20	14	,	,	PUNCT
ape-40048	20	15	establishing	establish	VERB
ape-40048	20	16	relationship	relationship	NOUN
ape-40048	20	17	models	model	NOUN
ape-40048	20	18	between	between	ADP
ape-40048	20	19	tourism	tourism	NOUN
ape-40048	20	20	demand	demand	NOUN
ape-40048	20	21	and	and	CCONJ
ape-40048	20	22	various	various	ADJ
ape-40048	20	23	influencing	influence	VERB
ape-40048	20	24	factors	factor	NOUN
ape-40048	20	25	to	to	PART
ape-40048	20	26	predict	predict	VERB
ape-40048	20	27	the	the	DET
ape-40048	20	28	impact	impact	NOUN
ape-40048	20	29	of	of	ADP
ape-40048	20	30	different	different	ADJ
ape-40048	20	31	factors	factor	NOUN
ape-40048	20	32	on	on	ADP
ape-40048	20	33	tourism	tourism	NOUN
ape-40048	20	34	demand	demand	NOUN
ape-40048	20	35	.	.	PUNCT
ape-40048	21	1	in	in	ADP
ape-40048	21	2	recent	recent	ADJ
ape-40048	21	3	years	year	NOUN
ape-40048	21	4	,	,	PUNCT
ape-40048	21	5	with	with	ADP
ape-40048	21	6	the	the	DET
ape-40048	21	7	development	development	NOUN
ape-40048	21	8	of	of	ADP
ape-40048	21	9	machine	machine	NOUN
ape-40048	21	10	learning	learn	VERB
ape-40048	21	11	technology	technology	NOUN
ape-40048	21	12	,	,	PUNCT
ape-40048	21	13	machine	machine	NOUN
ape-40048	21	14	learning	learning	NOUN
ape-40048	21	15	models	model	NOUN
ape-40048	21	16	have	have	AUX
ape-40048	21	17	also	also	ADV
ape-40048	21	18	become	become	VERB
ape-40048	21	19	a	a	DET
ape-40048	21	20	research	research	NOUN
ape-40048	21	21	hotspot	hotspot	NOUN
ape-40048	21	22	(	(	PUNCT
ape-40048	21	23	song	song	NOUN
ape-40048	21	24	&	&	CCONJ
ape-40048	21	25	lindsay	lindsay	PROPN
ape-40048	21	26	,	,	PUNCT
ape-40048	21	27	2006	2006	NUM
ape-40048	21	28	)	)	PUNCT
ape-40048	21	29	.	.	PUNCT
ape-40048	22	1	models	model	NOUN
ape-40048	22	2	such	such	ADJ
ape-40048	22	3	as	as	ADP
ape-40048	22	4	decision	decision	NOUN
ape-40048	22	5	trees	tree	NOUN
ape-40048	22	6	and	and	CCONJ
ape-40048	22	7	neural	neural	ADJ
ape-40048	22	8	networks	network	NOUN
ape-40048	22	9	can	can	AUX
ape-40048	22	10	predict	predict	VERB
ape-40048	22	11	the	the	DET
ape-40048	22	12	future	future	ADJ
ape-40048	22	13	trends	trend	NOUN
ape-40048	22	14	of	of	ADP
ape-40048	22	15	tourism	tourism	NOUN
ape-40048	22	16	demand	demand	NOUN
ape-40048	22	17	by	by	ADP
ape-40048	22	18	learning	learn	VERB
ape-40048	22	19	patterns	pattern	NOUN
ape-40048	22	20	from	from	ADP
ape-40048	22	21	large	large	ADJ
ape-40048	22	22	-	-	PUNCT
ape-40048	22	23	scale	scale	NOUN
ape-40048	22	24	data	datum	NOUN
ape-40048	22	25	.	.	PUNCT
ape-40048	23	1	furthermore	furthermore	ADV
ape-40048	23	2	,	,	PUNCT
ape-40048	23	3	new	new	ADJ
ape-40048	23	4	methods	method	NOUN
ape-40048	23	5	such	such	ADJ
ape-40048	23	6	as	as	ADP
ape-40048	23	7	time	time	NOUN
ape-40048	23	8	-	-	PUNCT
ape-40048	23	9	space	space	NOUN
ape-40048	23	10	models	model	NOUN
ape-40048	23	11	and	and	CCONJ
ape-40048	23	12	intelligent	intelligent	ADJ
ape-40048	23	13	algorithm	algorithm	NOUN
ape-40048	23	14	models	model	NOUN
ape-40048	23	15	have	have	AUX
ape-40048	23	16	also	also	ADV
ape-40048	23	17	been	be	AUX
ape-40048	23	18	introduced	introduce	VERB
ape-40048	23	19	into	into	ADP
ape-40048	23	20	tourism	tourism	NOUN
ape-40048	23	21	demand	demand	NOUN
ape-40048	23	22	forecasting	forecasting	NOUN
ape-40048	23	23	,	,	PUNCT
ape-40048	23	24	aiming	aim	VERB
ape-40048	23	25	to	to	PART
ape-40048	23	26	comprehensively	comprehensively	ADV
ape-40048	23	27	consider	consider	VERB
ape-40048	23	28	the	the	DET
ape-40048	23	29	influence	influence	NOUN
ape-40048	23	30	of	of	ADP
ape-40048	23	31	time	time	NOUN
ape-40048	23	32	and	and	CCONJ
ape-40048	23	33	space	space	NOUN
ape-40048	23	34	factors	factor	NOUN
ape-40048	23	35	and	and	CCONJ
ape-40048	23	36	find	find	VERB
ape-40048	23	37	the	the	DET
ape-40048	23	38	optimal	optimal	ADJ
ape-40048	23	39	forecasting	forecasting	NOUN
ape-40048	23	40	model	model	NOUN
ape-40048	23	41	and	and	CCONJ
ape-40048	23	42	parameter	parameter	NOUN
ape-40048	23	43	combination	combination	NOUN
ape-40048	23	44	through	through	ADP
ape-40048	23	45	optimization	optimization	NOUN
ape-40048	23	46	algorithms	algorithm	NOUN
ape-40048	23	47	.	.	PUNCT
ape-40048	24	1	in	in	ADP
ape-40048	24	2	summary	summary	NOUN
ape-40048	24	3	,	,	PUNCT
ape-40048	24	4	tourism	tourism	NOUN
ape-40048	24	5	demand	demand	NOUN
ape-40048	24	6	forecasting	forecasting	NOUN
ape-40048	24	7	models	model	NOUN
ape-40048	24	8	and	and	CCONJ
ape-40048	24	9	methods	method	NOUN
ape-40048	24	10	are	be	AUX
ape-40048	24	11	diverse	diverse	ADJ
ape-40048	24	12	,	,	PUNCT
ape-40048	24	13	each	each	PRON
ape-40048	24	14	with	with	ADP
ape-40048	24	15	its	its	PRON
ape-40048	24	16	applicable	applicable	ADJ
ape-40048	24	17	scenarios	scenario	NOUN
ape-40048	24	18	and	and	CCONJ
ape-40048	24	19	limitations	limitation	NOUN
ape-40048	24	20	.	.	PUNCT
ape-40048	25	1	choosing	choose	VERB
ape-40048	25	2	the	the	DET
ape-40048	25	3	appropriate	appropriate	ADJ
ape-40048	25	4	forecasting	forecasting	NOUN
ape-40048	25	5	model	model	NOUN
ape-40048	25	6	and	and	CCONJ
ape-40048	25	7	method	method	NOUN
ape-40048	25	8	requires	require	VERB
ape-40048	25	9	comprehensive	comprehensive	ADJ
ape-40048	25	10	consideration	consideration	NOUN
ape-40048	25	11	of	of	ADP
ape-40048	25	12	data	datum	NOUN
ape-40048	25	13	characteristics	characteristic	NOUN
ape-40048	25	14	,	,	PUNCT
ape-40048	25	15	research	research	NOUN
ape-40048	25	16	objectives	objective	NOUN
ape-40048	25	17	,	,	PUNCT
ape-40048	25	18	and	and	CCONJ
ape-40048	25	19	practical	practical	ADJ
ape-40048	25	20	application	application	NOUN
ape-40048	25	21	needs	need	VERB
ape-40048	25	22	to	to	PART
ape-40048	25	23	improve	improve	VERB
ape-40048	25	24	the	the	DET
ape-40048	25	25	accuracy	accuracy	NOUN
ape-40048	25	26	and	and	CCONJ
ape-40048	25	27	reliability	reliability	NOUN
ape-40048	25	28	of	of	ADP
ape-40048	25	29	forecasting	forecasting	NOUN
ape-40048	25	30	.	.	PUNCT
ape-40048	26	1	2.2	2.2	NUM
ape-40048	26	2	current	current	ADJ
ape-40048	26	3	status	status	NOUN
ape-40048	26	4	of	of	ADP
ape-40048	26	5	tourism	tourism	NOUN
ape-40048	26	6	market	market	NOUN
ape-40048	26	7	trends	trend	NOUN
ape-40048	26	8	research	research	VERB
ape-40048	26	9	research	research	NOUN
ape-40048	26	10	on	on	ADP
ape-40048	26	11	tourism	tourism	NOUN
ape-40048	26	12	market	market	NOUN
ape-40048	26	13	trends	trend	NOUN
ape-40048	26	14	is	be	AUX
ape-40048	26	15	an	an	DET
ape-40048	26	16	important	important	ADJ
ape-40048	26	17	approach	approach	NOUN
ape-40048	26	18	to	to	ADP
ape-40048	26	19	understanding	understanding	NOUN
ape-40048	26	20	and	and	CCONJ
ape-40048	26	21	grasping	grasp	VERB
ape-40048	26	22	the	the	DET
ape-40048	26	23	development	development	NOUN
ape-40048	26	24	trends	trend	NOUN
ape-40048	26	25	of	of	ADP
ape-40048	26	26	the	the	DET
ape-40048	26	27	tourism	tourism	NOUN
ape-40048	26	28	industry	industry	NOUN
ape-40048	26	29	.	.	PUNCT
ape-40048	27	1	currently	currently	ADV
ape-40048	27	2	,	,	PUNCT
ape-40048	27	3	the	the	DET
ape-40048	27	4	research	research	NOUN
ape-40048	27	5	on	on	ADP
ape-40048	27	6	tourism	tourism	NOUN
ape-40048	27	7	market	market	NOUN
ape-40048	27	8	trends	trend	NOUN
ape-40048	27	9	presents	present	VERB
ape-40048	27	10	several	several	ADJ
ape-40048	27	11	aspects	aspect	NOUN
ape-40048	27	12	:	:	PUNCT
ape-40048	27	13	firstly	firstly	ADV
ape-40048	27	14	,	,	PUNCT
ape-40048	27	15	researchers	researcher	NOUN
ape-40048	27	16	analyze	analyze	VERB
ape-40048	27	17	the	the	DET
ape-40048	27	18	trends	trend	NOUN
ape-40048	27	19	of	of	ADP
ape-40048	27	20	global	global	ADJ
ape-40048	27	21	and	and	CCONJ
ape-40048	27	22	regional	regional	ADJ
ape-40048	27	23	tourism	tourism	NOUN
ape-40048	27	24	markets	market	NOUN
ape-40048	27	25	to	to	PART
ape-40048	27	26	explore	explore	VERB
ape-40048	27	27	the	the	DET
ape-40048	27	28	development	development	NOUN
ape-40048	27	29	trends	trend	NOUN
ape-40048	27	30	and	and	CCONJ
ape-40048	27	31	potential	potential	ADJ
ape-40048	27	32	growth	growth	NOUN
ape-40048	27	33	points	point	NOUN
ape-40048	27	34	of	of	ADP
ape-40048	27	35	the	the	DET
ape-40048	27	36	tourism	tourism	NOUN
ape-40048	27	37	market	market	NOUN
ape-40048	27	38	.	.	PUNCT
ape-40048	28	1	through	through	ADP
ape-40048	28	2	research	research	NOUN
ape-40048	28	3	on	on	ADP
ape-40048	28	4	international	international	ADJ
ape-40048	28	5	tourism	tourism	NOUN
ape-40048	28	6	flows	flow	VERB
ape-40048	28	7	,	,	PUNCT
ape-40048	28	8	tourism	tourism	NOUN
ape-40048	28	9	consumption	consumption	NOUN
ape-40048	28	10	structures	structure	NOUN
ape-40048	28	11	,	,	PUNCT
ape-40048	28	12	tourist	tourist	NOUN
ape-40048	28	13	destination	destination	NOUN
ape-40048	28	14	preferences	preference	NOUN
ape-40048	28	15	,	,	PUNCT
ape-40048	28	16	etc	etc	X
ape-40048	28	17	.	.	X
ape-40048	28	18	,	,	PUNCT
ape-40048	28	19	they	they	PRON
ape-40048	28	20	reveal	reveal	VERB
ape-40048	28	21	the	the	DET
ape-40048	28	22	characteristics	characteristic	NOUN
ape-40048	28	23	and	and	CCONJ
ape-40048	28	24	development	development	NOUN
ape-40048	28	25	trends	trend	NOUN
ape-40048	28	26	of	of	ADP
ape-40048	28	27	different	different	ADJ
ape-40048	28	28	regions	region	NOUN
ape-40048	28	29	and	and	CCONJ
ape-40048	28	30	market	market	NOUN
ape-40048	28	31	segments	segment	NOUN
ape-40048	28	32	.	.	PUNCT
ape-40048	29	1	secondly	secondly	ADV
ape-40048	29	2	,	,	PUNCT
ape-40048	29	3	with	with	ADP
ape-40048	29	4	the	the	DET
ape-40048	29	5	popularization	popularization	NOUN
ape-40048	29	6	and	and	CCONJ
ape-40048	29	7	application	application	NOUN
ape-40048	29	8	of	of	ADP
ape-40048	29	9	information	information	NOUN
ape-40048	29	10	technology	technology	NOUN
ape-40048	29	11	,	,	PUNCT
ape-40048	29	12	the	the	DET
ape-40048	29	13	digitalization	digitalization	NOUN
ape-40048	29	14	and	and	CCONJ
ape-40048	29	15	intelligence	intelligence	NOUN
ape-40048	29	16	of	of	ADP
ape-40048	29	17	the	the	DET
ape-40048	29	18	tourism	tourism	NOUN
ape-40048	29	19	market	market	NOUN
ape-40048	29	20	have	have	AUX
ape-40048	29	21	become	become	VERB
ape-40048	29	22	research	research	NOUN
ape-40048	29	23	hotspots	hotspot	NOUN
ape-40048	29	24	(	(	PUNCT
ape-40048	29	25	song	song	NOUN
ape-40048	29	26	,	,	PUNCT
ape-40048	29	27	2019	2019	NUM
ape-40048	29	28	)	)	PUNCT
ape-40048	29	29	.	.	PUNCT
ape-40048	30	1	researchers	researcher	NOUN
ape-40048	30	2	focus	focus	VERB
ape-40048	30	3	on	on	ADP
ape-40048	30	4	the	the	DET
ape-40048	30	5	impact	impact	NOUN
ape-40048	30	6	of	of	ADP
ape-40048	30	7	new	new	ADJ
ape-40048	30	8	technologies	technology	NOUN
ape-40048	30	9	such	such	ADJ
ape-40048	30	10	as	as	ADP
ape-40048	30	11	the	the	DET
ape-40048	30	12	internet	internet	NOUN
ape-40048	30	13	,	,	PUNCT
ape-40048	30	14	mobile	mobile	ADJ
ape-40048	30	15	communication	communication	NOUN
ape-40048	30	16	technology	technology	NOUN
ape-40048	30	17	,	,	PUNCT
ape-40048	30	18	and	and	CCONJ
ape-40048	30	19	big	big	ADJ
ape-40048	30	20	data	datum	NOUN
ape-40048	30	21	on	on	ADP
ape-40048	30	22	the	the	DET
ape-40048	30	23	tourism	tourism	NOUN
ape-40048	30	24	market	market	NOUN
ape-40048	30	25	,	,	PUNCT
ape-40048	30	26	discussing	discuss	VERB
ape-40048	30	27	the	the	DET
ape-40048	30	28	development	development	NOUN
ape-40048	30	29	trends	trend	NOUN
ape-40048	30	30	and	and	CCONJ
ape-40048	30	31	market	market	NOUN
ape-40048	30	32	prospects	prospect	NOUN
ape-40048	30	33	of	of	ADP
ape-40048	30	34	new	new	ADJ
ape-40048	30	35	formats	format	NOUN
ape-40048	30	36	such	such	ADJ
ape-40048	30	37	as	as	ADP
ape-40048	30	38	smart	smart	ADJ
ape-40048	30	39	tourism	tourism	NOUN
ape-40048	30	40	,	,	PUNCT
ape-40048	30	41	online	online	ADJ
ape-40048	30	42	booking	booking	NOUN
ape-40048	30	43	,	,	PUNCT
ape-40048	30	44	and	and	CCONJ
ape-40048	30	45	personalized	personalized	ADJ
ape-40048	30	46	recommendations	recommendation	NOUN
ape-40048	30	47	.	.	PUNCT
ape-40048	31	1	additionally	additionally	ADV
ape-40048	31	2	,	,	PUNCT
ape-40048	31	3	sustainable	sustainable	ADJ
ape-40048	31	4	development	development	NOUN
ape-40048	31	5	and	and	CCONJ
ape-40048	31	6	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	31	7	advances	advance	NOUN
ape-40048	31	8	in	in	ADP
ape-40048	31	9	politics	politic	NOUN
ape-40048	31	10	and	and	CCONJ
ape-40048	31	11	economics	economic	NOUN
ape-40048	31	12	vol	vol	NOUN
ape-40048	31	13	.	.	PUNCT
ape-40048	32	1	7	7	NUM
ape-40048	32	2	,	,	PUNCT
ape-40048	32	3	no	no	INTJ
ape-40048	32	4	.	.	NOUN
ape-40048	32	5	2	2	NUM
ape-40048	32	6	,	,	PUNCT
ape-40048	32	7	2024	2024	NUM
ape-40048	32	8	published	publish	VERB
ape-40048	32	9	by	by	ADP
ape-40048	32	10	scholink	scholink	PROPN
ape-40048	32	11	inc	inc	PROPN
ape-40048	32	12	.	.	PROPN
ape-40048	32	13	204	204	NUM
ape-40048	32	14	ecotourism	ecotourism	NOUN
ape-40048	32	15	have	have	AUX
ape-40048	32	16	also	also	ADV
ape-40048	32	17	become	become	VERB
ape-40048	32	18	important	important	ADJ
ape-40048	32	19	directions	direction	NOUN
ape-40048	32	20	in	in	ADP
ape-40048	32	21	tourism	tourism	NOUN
ape-40048	32	22	market	market	NOUN
ape-40048	32	23	research	research	NOUN
ape-40048	32	24	.	.	PUNCT
ape-40048	33	1	with	with	ADP
ape-40048	33	2	the	the	DET
ape-40048	33	3	increasing	increase	VERB
ape-40048	33	4	awareness	awareness	NOUN
ape-40048	33	5	of	of	ADP
ape-40048	33	6	environmental	environmental	ADJ
ape-40048	33	7	protection	protection	NOUN
ape-40048	33	8	and	and	CCONJ
ape-40048	33	9	the	the	DET
ape-40048	33	10	rise	rise	NOUN
ape-40048	33	11	of	of	ADP
ape-40048	33	12	green	green	ADJ
ape-40048	33	13	consumption	consumption	NOUN
ape-40048	33	14	,	,	PUNCT
ape-40048	33	15	researchers	researcher	NOUN
ape-40048	33	16	focus	focus	VERB
ape-40048	33	17	on	on	ADP
ape-40048	33	18	exploring	explore	VERB
ape-40048	33	19	sustainable	sustainable	ADJ
ape-40048	33	20	development	development	NOUN
ape-40048	33	21	models	model	NOUN
ape-40048	33	22	such	such	ADJ
ape-40048	33	23	as	as	ADP
ape-40048	33	24	eco	eco	NOUN
ape-40048	33	25	-	-	PUNCT
ape-40048	33	26	tourism	tourism	NOUN
ape-40048	33	27	,	,	PUNCT
ape-40048	33	28	cultural	cultural	ADJ
ape-40048	33	29	heritage	heritage	NOUN
ape-40048	33	30	protection	protection	NOUN
ape-40048	33	31	,	,	PUNCT
ape-40048	33	32	and	and	CCONJ
ape-40048	33	33	community	community	NOUN
ape-40048	33	34	participation	participation	NOUN
ape-40048	33	35	in	in	ADP
ape-40048	33	36	tourism	tourism	NOUN
ape-40048	33	37	,	,	PUNCT
ape-40048	33	38	promoting	promote	VERB
ape-40048	33	39	the	the	DET
ape-40048	33	40	sustainable	sustainable	ADJ
ape-40048	33	41	development	development	NOUN
ape-40048	33	42	and	and	CCONJ
ape-40048	33	43	ecological	ecological	ADJ
ape-40048	33	44	protection	protection	NOUN
ape-40048	33	45	of	of	ADP
ape-40048	33	46	the	the	DET
ape-40048	33	47	tourism	tourism	NOUN
ape-40048	33	48	industry	industry	NOUN
ape-40048	33	49	.	.	PUNCT
ape-40048	34	1	furthermore	furthermore	ADV
ape-40048	34	2	,	,	PUNCT
ape-40048	34	3	the	the	DET
ape-40048	34	4	internationalization	internationalization	NOUN
ape-40048	34	5	and	and	CCONJ
ape-40048	34	6	cross	cross	ADJ
ape-40048	34	7	-	-	ADJ
ape-40048	34	8	border	border	ADJ
ape-40048	34	9	cooperation	cooperation	NOUN
ape-40048	34	10	of	of	ADP
ape-40048	34	11	the	the	DET
ape-40048	34	12	tourism	tourism	NOUN
ape-40048	34	13	market	market	NOUN
ape-40048	34	14	have	have	AUX
ape-40048	34	15	also	also	ADV
ape-40048	34	16	attracted	attract	VERB
ape-40048	34	17	attention	attention	NOUN
ape-40048	34	18	.	.	PUNCT
ape-40048	35	1	researchers	researcher	NOUN
ape-40048	35	2	focus	focus	VERB
ape-40048	35	3	on	on	ADP
ape-40048	35	4	the	the	DET
ape-40048	35	5	degree	degree	NOUN
ape-40048	35	6	of	of	ADP
ape-40048	35	7	openness	openness	NOUN
ape-40048	35	8	of	of	ADP
ape-40048	35	9	the	the	DET
ape-40048	35	10	international	international	ADJ
ape-40048	35	11	tourism	tourism	NOUN
ape-40048	35	12	market	market	NOUN
ape-40048	35	13	,	,	PUNCT
ape-40048	35	14	changes	change	NOUN
ape-40048	35	15	in	in	ADP
ape-40048	35	16	tourism	tourism	NOUN
ape-40048	35	17	trade	trade	NOUN
ape-40048	35	18	policies	policy	NOUN
ape-40048	35	19	,	,	PUNCT
ape-40048	35	20	the	the	DET
ape-40048	35	21	globalization	globalization	NOUN
ape-40048	35	22	trend	trend	NOUN
ape-40048	35	23	of	of	ADP
ape-40048	35	24	the	the	DET
ape-40048	35	25	tourism	tourism	NOUN
ape-40048	35	26	industry	industry	NOUN
ape-40048	35	27	chain	chain	NOUN
ape-40048	35	28	,	,	PUNCT
ape-40048	35	29	and	and	CCONJ
ape-40048	35	30	tourism	tourism	NOUN
ape-40048	35	31	cooperation	cooperation	NOUN
ape-40048	35	32	and	and	CCONJ
ape-40048	35	33	exchanges	exchange	NOUN
ape-40048	35	34	between	between	ADP
ape-40048	35	35	different	different	ADJ
ape-40048	35	36	countries	country	NOUN
ape-40048	35	37	and	and	CCONJ
ape-40048	35	38	regions	region	NOUN
ape-40048	35	39	,	,	PUNCT
ape-40048	35	40	providing	provide	VERB
ape-40048	35	41	references	reference	NOUN
ape-40048	35	42	and	and	CCONJ
ape-40048	35	43	support	support	NOUN
ape-40048	35	44	for	for	ADP
ape-40048	35	45	the	the	DET
ape-40048	35	46	development	development	NOUN
ape-40048	35	47	of	of	ADP
ape-40048	35	48	transnational	transnational	ADJ
ape-40048	35	49	tourism	tourism	NOUN
ape-40048	35	50	enterprises	enterprise	NOUN
ape-40048	35	51	and	and	CCONJ
ape-40048	35	52	cross	cross	ADJ
ape-40048	35	53	-	-	ADJ
ape-40048	35	54	border	border	ADJ
ape-40048	35	55	tourism	tourism	NOUN
ape-40048	35	56	products	product	NOUN
ape-40048	35	57	.	.	PUNCT
ape-40048	36	1	in	in	ADP
ape-40048	36	2	summary	summary	NOUN
ape-40048	36	3	,	,	PUNCT
ape-40048	36	4	research	research	NOUN
ape-40048	36	5	on	on	ADP
ape-40048	36	6	tourism	tourism	NOUN
ape-40048	36	7	market	market	NOUN
ape-40048	36	8	trends	trend	NOUN
ape-40048	36	9	presents	present	VERB
ape-40048	36	10	a	a	DET
ape-40048	36	11	diversified	diversified	ADJ
ape-40048	36	12	and	and	CCONJ
ape-40048	36	13	multi	multi	ADJ
ape-40048	36	14	-	-	ADJ
ape-40048	36	15	layered	layered	ADJ
ape-40048	36	16	characteristic	characteristic	NOUN
ape-40048	36	17	,	,	PUNCT
ape-40048	36	18	covering	cover	VERB
ape-40048	36	19	different	different	ADJ
ape-40048	36	20	aspects	aspect	NOUN
ape-40048	36	21	of	of	ADP
ape-40048	36	22	global	global	ADJ
ape-40048	36	23	,	,	PUNCT
ape-40048	36	24	regional	regional	ADJ
ape-40048	36	25	,	,	PUNCT
ape-40048	36	26	and	and	CCONJ
ape-40048	36	27	segmented	segment	VERB
ape-40048	36	28	markets	market	NOUN
ape-40048	36	29	.	.	PUNCT
ape-40048	37	1	researchers	researcher	NOUN
ape-40048	37	2	provide	provide	VERB
ape-40048	37	3	theoretical	theoretical	ADJ
ape-40048	37	4	support	support	NOUN
ape-40048	37	5	and	and	CCONJ
ape-40048	37	6	practical	practical	ADJ
ape-40048	37	7	guidance	guidance	NOUN
ape-40048	37	8	for	for	ADP
ape-40048	37	9	the	the	DET
ape-40048	37	10	development	development	NOUN
ape-40048	37	11	of	of	ADP
ape-40048	37	12	the	the	DET
ape-40048	37	13	tourism	tourism	NOUN
ape-40048	37	14	industry	industry	NOUN
ape-40048	37	15	by	by	ADP
ape-40048	37	16	discussing	discuss	VERB
ape-40048	37	17	market	market	NOUN
ape-40048	37	18	trends	trend	NOUN
ape-40048	37	19	,	,	PUNCT
ape-40048	37	20	technological	technological	ADJ
ape-40048	37	21	innovations	innovation	NOUN
ape-40048	37	22	,	,	PUNCT
ape-40048	37	23	sustainable	sustainable	ADJ
ape-40048	37	24	development	development	NOUN
ape-40048	37	25	,	,	PUNCT
ape-40048	37	26	and	and	CCONJ
ape-40048	37	27	international	international	ADJ
ape-40048	37	28	cooperation	cooperation	NOUN
ape-40048	37	29	(	(	PUNCT
ape-40048	37	30	zhang	zhang	PROPN
ape-40048	37	31	et	et	PROPN
ape-40048	37	32	al	al	PROPN
ape-40048	37	33	.	.	PROPN
ape-40048	37	34	,	,	PUNCT
ape-40048	37	35	2020	2020	NUM
ape-40048	37	36	)	)	PUNCT
ape-40048	37	37	.	.	PUNCT
ape-40048	38	1	3	3	X
ape-40048	38	2	.	.	X
ape-40048	38	3	research	research	NOUN
ape-40048	38	4	methodology	methodology	NOUN
ape-40048	38	5	3.1	3.1	NUM
ape-40048	38	6	research	research	NOUN
ape-40048	38	7	design	design	NOUN
ape-40048	38	8	and	and	CCONJ
ape-40048	38	9	data	datum	NOUN
ape-40048	38	10	collection	collection	NOUN
ape-40048	38	11	methods	method	NOUN
ape-40048	38	12	this	this	DET
ape-40048	38	13	study	study	NOUN
ape-40048	38	14	employs	employ	VERB
ape-40048	38	15	a	a	DET
ape-40048	38	16	mixed	mix	VERB
ape-40048	38	17	-	-	PUNCT
ape-40048	38	18	method	method	NOUN
ape-40048	38	19	approach	approach	NOUN
ape-40048	38	20	,	,	PUNCT
ape-40048	38	21	combining	combine	VERB
ape-40048	38	22	quantitative	quantitative	ADJ
ape-40048	38	23	and	and	CCONJ
ape-40048	38	24	qualitative	qualitative	ADJ
ape-40048	38	25	research	research	NOUN
ape-40048	38	26	designs	design	NOUN
ape-40048	38	27	,	,	PUNCT
ape-40048	38	28	to	to	PART
ape-40048	38	29	comprehensively	comprehensively	ADV
ape-40048	38	30	analyze	analyze	VERB
ape-40048	38	31	tourism	tourism	NOUN
ape-40048	38	32	demand	demand	NOUN
ape-40048	38	33	forecasting	forecasting	NOUN
ape-40048	38	34	and	and	CCONJ
ape-40048	38	35	future	future	ADJ
ape-40048	38	36	market	market	NOUN
ape-40048	38	37	trends	trend	NOUN
ape-40048	38	38	.	.	PUNCT
ape-40048	39	1	the	the	DET
ape-40048	39	2	following	follow	VERB
ape-40048	39	3	outlines	outline	VERB
ape-40048	39	4	our	our	PRON
ape-40048	39	5	research	research	NOUN
ape-40048	39	6	design	design	NOUN
ape-40048	39	7	and	and	CCONJ
ape-40048	39	8	data	datum	NOUN
ape-40048	39	9	collection	collection	NOUN
ape-40048	39	10	methods	method	NOUN
ape-40048	39	11	:	:	PUNCT
ape-40048	39	12	quantitative	quantitative	ADJ
ape-40048	39	13	research	research	NOUN
ape-40048	39	14	design	design	NOUN
ape-40048	39	15	:	:	PUNCT
ape-40048	39	16	initially	initially	ADV
ape-40048	39	17	,	,	PUNCT
ape-40048	39	18	we	we	PRON
ape-40048	39	19	gathered	gather	VERB
ape-40048	39	20	a	a	DET
ape-40048	39	21	substantial	substantial	ADJ
ape-40048	39	22	amount	amount	NOUN
ape-40048	39	23	of	of	ADP
ape-40048	39	24	historical	historical	ADJ
ape-40048	39	25	tourism	tourism	NOUN
ape-40048	39	26	data	datum	NOUN
ape-40048	39	27	,	,	PUNCT
ape-40048	39	28	including	include	VERB
ape-40048	39	29	but	but	CCONJ
ape-40048	39	30	not	not	PART
ape-40048	39	31	limited	limit	VERB
ape-40048	39	32	to	to	ADP
ape-40048	39	33	tourist	tourist	NOUN
ape-40048	39	34	arrivals	arrival	NOUN
ape-40048	39	35	at	at	ADP
ape-40048	39	36	destinations	destination	NOUN
ape-40048	39	37	,	,	PUNCT
ape-40048	39	38	seasonal	seasonal	ADJ
ape-40048	39	39	variations	variation	NOUN
ape-40048	39	40	in	in	ADP
ape-40048	39	41	tourism	tourism	NOUN
ape-40048	39	42	,	,	PUNCT
ape-40048	39	43	economic	economic	ADJ
ape-40048	39	44	indicators	indicator	NOUN
ape-40048	39	45	,	,	PUNCT
ape-40048	39	46	policy	policy	NOUN
ape-40048	39	47	changes	change	NOUN
ape-40048	39	48	,	,	PUNCT
ape-40048	39	49	etc	etc	X
ape-40048	39	50	.	.	X
ape-40048	40	1	these	these	DET
ape-40048	40	2	data	datum	NOUN
ape-40048	40	3	were	be	AUX
ape-40048	40	4	sourced	source	VERB
ape-40048	40	5	from	from	ADP
ape-40048	40	6	various	various	ADJ
ape-40048	40	7	channels	channel	NOUN
ape-40048	40	8	,	,	PUNCT
ape-40048	40	9	such	such	ADJ
ape-40048	40	10	as	as	ADP
ape-40048	40	11	government	government	NOUN
ape-40048	40	12	agencies	agency	NOUN
ape-40048	40	13	,	,	PUNCT
ape-40048	40	14	tourism	tourism	NOUN
ape-40048	40	15	companies	company	NOUN
ape-40048	40	16	,	,	PUNCT
ape-40048	40	17	and	and	CCONJ
ape-40048	40	18	online	online	ADJ
ape-40048	40	19	platforms	platform	NOUN
ape-40048	40	20	,	,	PUNCT
ape-40048	40	21	covering	cover	VERB
ape-40048	40	22	multiple	multiple	ADJ
ape-40048	40	23	regions	region	NOUN
ape-40048	40	24	and	and	CCONJ
ape-40048	40	25	periods	period	NOUN
ape-40048	40	26	.	.	PUNCT
ape-40048	41	1	we	we	PRON
ape-40048	41	2	conducted	conduct	VERB
ape-40048	41	3	statistical	statistical	ADJ
ape-40048	41	4	analysis	analysis	NOUN
ape-40048	41	5	and	and	CCONJ
ape-40048	41	6	model	model	NOUN
ape-40048	41	7	construction	construction	NOUN
ape-40048	41	8	using	use	VERB
ape-40048	41	9	this	this	DET
ape-40048	41	10	data	datum	NOUN
ape-40048	41	11	to	to	PART
ape-40048	41	12	quantitatively	quantitatively	ADV
ape-40048	41	13	predict	predict	VERB
ape-40048	41	14	future	future	ADJ
ape-40048	41	15	changes	change	NOUN
ape-40048	41	16	in	in	ADP
ape-40048	41	17	tourism	tourism	NOUN
ape-40048	41	18	demand	demand	NOUN
ape-40048	41	19	(	(	PUNCT
ape-40048	41	20	faulkner	faulkner	NOUN
ape-40048	41	21	&	&	CCONJ
ape-40048	41	22	peter	peter	PROPN
ape-40048	41	23	,	,	PUNCT
ape-40048	41	24	1995	1995	NUM
ape-40048	41	25	)	)	PUNCT
ape-40048	41	26	.	.	PUNCT
ape-40048	42	1	qualitative	qualitative	ADJ
ape-40048	42	2	research	research	NOUN
ape-40048	42	3	design	design	NOUN
ape-40048	42	4	:	:	PUNCT
ape-40048	42	5	in	in	ADP
ape-40048	42	6	addition	addition	NOUN
ape-40048	42	7	to	to	ADP
ape-40048	42	8	quantitative	quantitative	ADJ
ape-40048	42	9	data	datum	NOUN
ape-40048	42	10	analysis	analysis	NOUN
ape-40048	42	11	,	,	PUNCT
ape-40048	42	12	we	we	PRON
ape-40048	42	13	conducted	conduct	VERB
ape-40048	42	14	a	a	DET
ape-40048	42	15	series	series	NOUN
ape-40048	42	16	of	of	ADP
ape-40048	42	17	qualitative	qualitative	ADJ
ape-40048	42	18	studies	study	NOUN
ape-40048	42	19	,	,	PUNCT
ape-40048	42	20	including	include	VERB
ape-40048	42	21	expert	expert	NOUN
ape-40048	42	22	interviews	interview	NOUN
ape-40048	42	23	,	,	PUNCT
ape-40048	42	24	surveys	survey	NOUN
ape-40048	42	25	,	,	PUNCT
ape-40048	42	26	and	and	CCONJ
ape-40048	42	27	focus	focus	VERB
ape-40048	42	28	group	group	NOUN
ape-40048	42	29	discussions	discussion	NOUN
ape-40048	42	30	.	.	PUNCT
ape-40048	43	1	through	through	ADP
ape-40048	43	2	communication	communication	NOUN
ape-40048	43	3	and	and	CCONJ
ape-40048	43	4	exchange	exchange	NOUN
ape-40048	43	5	with	with	ADP
ape-40048	43	6	professionals	professional	NOUN
ape-40048	43	7	and	and	CCONJ
ape-40048	43	8	consumers	consumer	NOUN
ape-40048	43	9	in	in	ADP
ape-40048	43	10	the	the	DET
ape-40048	43	11	tourism	tourism	NOUN
ape-40048	43	12	industry	industry	NOUN
ape-40048	43	13	,	,	PUNCT
ape-40048	43	14	we	we	PRON
ape-40048	43	15	gained	gain	VERB
ape-40048	43	16	in	in	ADP
ape-40048	43	17	-	-	PUNCT
ape-40048	43	18	depth	depth	NOUN
ape-40048	43	19	insights	insight	NOUN
ape-40048	43	20	into	into	ADP
ape-40048	43	21	their	their	PRON
ape-40048	43	22	views	view	NOUN
ape-40048	43	23	and	and	CCONJ
ape-40048	43	24	expectations	expectation	NOUN
ape-40048	43	25	regarding	regard	VERB
ape-40048	43	26	the	the	DET
ape-40048	43	27	future	future	ADJ
ape-40048	43	28	trends	trend	NOUN
ape-40048	43	29	of	of	ADP
ape-40048	43	30	the	the	DET
ape-40048	43	31	tourism	tourism	NOUN
ape-40048	43	32	market	market	NOUN
ape-40048	43	33	.	.	PUNCT
ape-40048	44	1	these	these	DET
ape-40048	44	2	qualitative	qualitative	ADJ
ape-40048	44	3	research	research	NOUN
ape-40048	44	4	methods	method	NOUN
ape-40048	44	5	provided	provide	VERB
ape-40048	44	6	us	we	PRON
ape-40048	44	7	with	with	ADP
ape-40048	44	8	rich	rich	ADJ
ape-40048	44	9	empirical	empirical	ADJ
ape-40048	44	10	data	datum	NOUN
ape-40048	44	11	and	and	CCONJ
ape-40048	44	12	a	a	DET
ape-40048	44	13	deep	deep	ADJ
ape-40048	44	14	understanding	understanding	NOUN
ape-40048	44	15	,	,	PUNCT
ape-40048	44	16	assisting	assist	VERB
ape-40048	44	17	in	in	ADP
ape-40048	44	18	interpreting	interpret	VERB
ape-40048	44	19	and	and	CCONJ
ape-40048	44	20	complementing	complement	VERB
ape-40048	44	21	the	the	DET
ape-40048	44	22	results	result	NOUN
ape-40048	44	23	of	of	ADP
ape-40048	44	24	quantitative	quantitative	ADJ
ape-40048	44	25	analysis	analysis	NOUN
ape-40048	44	26	.	.	PUNCT
ape-40048	45	1	data	datum	NOUN
ape-40048	45	2	collection	collection	NOUN
ape-40048	45	3	methods	method	NOUN
ape-40048	45	4	:	:	PUNCT
ape-40048	45	5	we	we	PRON
ape-40048	45	6	employed	employ	VERB
ape-40048	45	7	various	various	ADJ
ape-40048	45	8	data	datum	NOUN
ape-40048	45	9	collection	collection	NOUN
ape-40048	45	10	methods	method	NOUN
ape-40048	45	11	,	,	PUNCT
ape-40048	45	12	including	include	VERB
ape-40048	45	13	:	:	PUNCT
ape-40048	45	14	obtaining	obtain	VERB
ape-40048	45	15	historical	historical	ADJ
ape-40048	45	16	tourism	tourism	NOUN
ape-40048	45	17	data	datum	NOUN
ape-40048	45	18	from	from	ADP
ape-40048	45	19	official	official	ADJ
ape-40048	45	20	statistical	statistical	ADJ
ape-40048	45	21	databases	database	NOUN
ape-40048	45	22	;	;	PUNCT
ape-40048	45	23	extracting	extract	VERB
ape-40048	45	24	relevant	relevant	ADJ
ape-40048	45	25	data	datum	NOUN
ape-40048	45	26	from	from	ADP
ape-40048	45	27	online	online	ADJ
ape-40048	45	28	platforms	platform	NOUN
ape-40048	45	29	using	use	VERB
ape-40048	45	30	web	web	NOUN
ape-40048	45	31	scraping	scrape	VERB
ape-40048	45	32	techniques	technique	NOUN
ape-40048	45	33	;	;	PUNCT
ape-40048	45	34	collecting	collect	VERB
ape-40048	45	35	questionnaire	questionnaire	NOUN
ape-40048	45	36	data	datum	NOUN
ape-40048	45	37	through	through	ADP
ape-40048	45	38	face	face	NOUN
ape-40048	45	39	-	-	PUNCT
ape-40048	45	40	to	to	ADP
ape-40048	45	41	-	-	PUNCT
ape-40048	45	42	face	face	NOUN
ape-40048	45	43	or	or	CCONJ
ape-40048	45	44	online	online	ADJ
ape-40048	45	45	surveys	survey	NOUN
ape-40048	45	46	;	;	PUNCT
ape-40048	45	47	conducting	conduct	VERB
ape-40048	45	48	in	in	ADP
ape-40048	45	49	-	-	PUNCT
ape-40048	45	50	depth	depth	NOUN
ape-40048	45	51	interviews	interview	NOUN
ape-40048	45	52	and	and	CCONJ
ape-40048	45	53	focus	focus	VERB
ape-40048	45	54	group	group	NOUN
ape-40048	45	55	discussions	discussion	NOUN
ape-40048	45	56	with	with	ADP
ape-40048	45	57	industry	industry	NOUN
ape-40048	45	58	practitioners	practitioner	NOUN
ape-40048	45	59	to	to	PART
ape-40048	45	60	obtain	obtain	VERB
ape-40048	45	61	expert	expert	ADJ
ape-40048	45	62	insights	insight	NOUN
ape-40048	45	63	and	and	CCONJ
ape-40048	45	64	industry	industry	NOUN
ape-40048	45	65	perspectives	perspective	NOUN
ape-40048	45	66	.	.	PUNCT
ape-40048	46	1	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	46	2	advances	advance	NOUN
ape-40048	46	3	in	in	ADP
ape-40048	46	4	politics	politic	NOUN
ape-40048	46	5	and	and	CCONJ
ape-40048	46	6	economics	economic	NOUN
ape-40048	46	7	vol	vol	NOUN
ape-40048	46	8	.	.	PUNCT
ape-40048	47	1	7	7	NUM
ape-40048	47	2	,	,	PUNCT
ape-40048	47	3	no	no	INTJ
ape-40048	47	4	.	.	NOUN
ape-40048	47	5	2	2	NUM
ape-40048	47	6	,	,	PUNCT
ape-40048	47	7	2024	2024	NUM
ape-40048	47	8	published	publish	VERB
ape-40048	47	9	by	by	ADP
ape-40048	47	10	scholink	scholink	PROPN
ape-40048	47	11	inc	inc	PROPN
ape-40048	47	12	.	.	PROPN
ape-40048	47	13	205	205	NUM
ape-40048	47	14	by	by	ADP
ape-40048	47	15	comprehensively	comprehensively	ADV
ape-40048	47	16	applying	apply	VERB
ape-40048	47	17	quantitative	quantitative	ADJ
ape-40048	47	18	and	and	CCONJ
ape-40048	47	19	qualitative	qualitative	ADJ
ape-40048	47	20	research	research	NOUN
ape-40048	47	21	methods	method	NOUN
ape-40048	47	22	,	,	PUNCT
ape-40048	47	23	as	as	ADV
ape-40048	47	24	well	well	ADV
ape-40048	47	25	as	as	ADP
ape-40048	47	26	multiple	multiple	ADJ
ape-40048	47	27	data	datum	NOUN
ape-40048	47	28	collection	collection	NOUN
ape-40048	47	29	techniques	technique	NOUN
ape-40048	47	30	,	,	PUNCT
ape-40048	47	31	we	we	PRON
ape-40048	47	32	were	be	AUX
ape-40048	47	33	able	able	ADJ
ape-40048	47	34	to	to	PART
ape-40048	47	35	thoroughly	thoroughly	ADV
ape-40048	47	36	analyze	analyze	VERB
ape-40048	47	37	tourism	tourism	NOUN
ape-40048	47	38	demand	demand	NOUN
ape-40048	47	39	forecasting	forecasting	NOUN
ape-40048	47	40	and	and	CCONJ
ape-40048	47	41	future	future	ADJ
ape-40048	47	42	market	market	NOUN
ape-40048	47	43	trends	trend	NOUN
ape-40048	47	44	,	,	PUNCT
ape-40048	47	45	providing	provide	VERB
ape-40048	47	46	scientific	scientific	ADJ
ape-40048	47	47	evidence	evidence	NOUN
ape-40048	47	48	and	and	CCONJ
ape-40048	47	49	practical	practical	ADJ
ape-40048	47	50	guidance	guidance	NOUN
ape-40048	47	51	for	for	ADP
ape-40048	47	52	the	the	DET
ape-40048	47	53	development	development	NOUN
ape-40048	47	54	of	of	ADP
ape-40048	47	55	the	the	DET
ape-40048	47	56	tourism	tourism	NOUN
ape-40048	47	57	industry	industry	NOUN
ape-40048	47	58	(	(	PUNCT
ape-40048	47	59	wu	wu	PROPN
ape-40048	47	60	,	,	PUNCT
ape-40048	47	61	song	song	NOUN
ape-40048	47	62	,	,	PUNCT
ape-40048	47	63	&	&	CCONJ
ape-40048	47	64	shen	shen	PROPN
ape-40048	47	65	,	,	PUNCT
ape-40048	47	66	2017	2017	NUM
ape-40048	47	67	)	)	PUNCT
ape-40048	47	68	.	.	PUNCT
ape-40048	48	1	3.2	3.2	NUM
ape-40048	48	2	construction	construction	NOUN
ape-40048	48	3	process	process	NOUN
ape-40048	48	4	of	of	ADP
ape-40048	48	5	tourism	tourism	NOUN
ape-40048	48	6	demand	demand	NOUN
ape-40048	48	7	forecasting	forecasting	NOUN
ape-40048	48	8	model	model	NOUN
ape-40048	48	9	to	to	PART
ape-40048	48	10	accurately	accurately	ADV
ape-40048	48	11	predict	predict	VERB
ape-40048	48	12	future	future	ADJ
ape-40048	48	13	tourism	tourism	NOUN
ape-40048	48	14	demand	demand	NOUN
ape-40048	48	15	,	,	PUNCT
ape-40048	48	16	we	we	PRON
ape-40048	48	17	constructed	construct	VERB
ape-40048	48	18	a	a	DET
ape-40048	48	19	comprehensive	comprehensive	ADJ
ape-40048	48	20	forecasting	forecasting	NOUN
ape-40048	48	21	model	model	NOUN
ape-40048	48	22	,	,	PUNCT
ape-40048	48	23	considering	consider	VERB
ape-40048	48	24	various	various	ADJ
ape-40048	48	25	factors	factor	NOUN
ape-40048	48	26	.	.	PUNCT
ape-40048	49	1	firstly	firstly	ADV
ape-40048	49	2	,	,	PUNCT
ape-40048	49	3	we	we	PRON
ape-40048	49	4	performed	perform	VERB
ape-40048	49	5	data	datum	NOUN
ape-40048	49	6	cleaning	clean	VERB
ape-40048	49	7	and	and	CCONJ
ape-40048	49	8	preprocessing	preprocessing	NOUN
ape-40048	49	9	on	on	ADP
ape-40048	49	10	the	the	DET
ape-40048	49	11	collected	collect	VERB
ape-40048	49	12	historical	historical	ADJ
ape-40048	49	13	tourism	tourism	NOUN
ape-40048	49	14	data	datum	NOUN
ape-40048	49	15	to	to	PART
ape-40048	49	16	ensure	ensure	VERB
ape-40048	49	17	data	datum	NOUN
ape-40048	49	18	quality	quality	NOUN
ape-40048	49	19	and	and	CCONJ
ape-40048	49	20	accuracy	accuracy	NOUN
ape-40048	49	21	.	.	PUNCT
ape-40048	50	1	the	the	DET
ape-40048	50	2	cleaning	cleaning	NOUN
ape-40048	50	3	process	process	NOUN
ape-40048	50	4	involved	involve	VERB
ape-40048	50	5	handling	handle	VERB
ape-40048	50	6	missing	miss	VERB
ape-40048	50	7	values	value	NOUN
ape-40048	50	8	,	,	PUNCT
ape-40048	50	9	outliers	outlier	NOUN
ape-40048	50	10	,	,	PUNCT
ape-40048	50	11	and	and	CCONJ
ape-40048	50	12	data	datum	NOUN
ape-40048	50	13	transformations	transformation	NOUN
ape-40048	50	14	.	.	PUNCT
ape-40048	51	1	next	next	ADV
ape-40048	51	2	,	,	PUNCT
ape-40048	51	3	we	we	PRON
ape-40048	51	4	conducted	conduct	VERB
ape-40048	51	5	feature	feature	NOUN
ape-40048	51	6	selection	selection	NOUN
ape-40048	51	7	and	and	CCONJ
ape-40048	51	8	extraction	extraction	NOUN
ape-40048	51	9	,	,	PUNCT
ape-40048	51	10	selecting	select	VERB
ape-40048	51	11	feature	feature	NOUN
ape-40048	51	12	variables	variable	NOUN
ape-40048	51	13	closely	closely	ADV
ape-40048	51	14	related	relate	VERB
ape-40048	51	15	to	to	ADP
ape-40048	51	16	tourism	tourism	NOUN
ape-40048	51	17	demand	demand	NOUN
ape-40048	51	18	,	,	PUNCT
ape-40048	51	19	such	such	ADJ
ape-40048	51	20	as	as	ADP
ape-40048	51	21	the	the	DET
ape-40048	51	22	geographical	geographical	ADJ
ape-40048	51	23	location	location	NOUN
ape-40048	51	24	of	of	ADP
ape-40048	51	25	tourist	tourist	NOUN
ape-40048	51	26	destinations	destination	NOUN
ape-40048	51	27	,	,	PUNCT
ape-40048	51	28	seasonal	seasonal	ADJ
ape-40048	51	29	factors	factor	NOUN
ape-40048	51	30	,	,	PUNCT
ape-40048	51	31	economic	economic	ADJ
ape-40048	51	32	indicators	indicator	NOUN
ape-40048	51	33	,	,	PUNCT
ape-40048	51	34	policy	policy	NOUN
ape-40048	51	35	changes	change	NOUN
ape-40048	51	36	,	,	PUNCT
ape-40048	51	37	etc	etc	X
ape-40048	51	38	.	.	X
ape-40048	51	39	when	when	SCONJ
ape-40048	51	40	selecting	select	VERB
ape-40048	51	41	appropriate	appropriate	ADJ
ape-40048	51	42	forecasting	forecasting	NOUN
ape-40048	51	43	models	model	NOUN
ape-40048	51	44	,	,	PUNCT
ape-40048	51	45	we	we	PRON
ape-40048	51	46	considered	consider	VERB
ape-40048	51	47	the	the	DET
ape-40048	51	48	characteristics	characteristic	NOUN
ape-40048	51	49	of	of	ADP
ape-40048	51	50	the	the	DET
ape-40048	51	51	data	datum	NOUN
ape-40048	51	52	and	and	CCONJ
ape-40048	51	53	the	the	DET
ape-40048	51	54	complexity	complexity	NOUN
ape-40048	51	55	of	of	ADP
ape-40048	51	56	the	the	DET
ape-40048	51	57	predictions	prediction	NOUN
ape-40048	51	58	.	.	PUNCT
ape-40048	52	1	based	base	VERB
ape-40048	52	2	on	on	ADP
ape-40048	52	3	the	the	DET
ape-40048	52	4	analysis	analysis	NOUN
ape-40048	52	5	results	result	NOUN
ape-40048	52	6	of	of	ADP
ape-40048	52	7	historical	historical	ADJ
ape-40048	52	8	data	datum	NOUN
ape-40048	52	9	,	,	PUNCT
ape-40048	52	10	we	we	PRON
ape-40048	52	11	chose	choose	VERB
ape-40048	52	12	models	model	NOUN
ape-40048	52	13	suitable	suitable	ADJ
ape-40048	52	14	for	for	ADP
ape-40048	52	15	time	time	NOUN
ape-40048	52	16	series	series	PROPN
ape-40048	52	17	data	data	PROPN
ape-40048	52	18	,	,	PUNCT
ape-40048	52	19	such	such	ADJ
ape-40048	52	20	as	as	ADP
ape-40048	52	21	arima	arima	PROPN
ape-40048	52	22	(	(	PUNCT
ape-40048	52	23	autoregressive	autoregressive	ADJ
ape-40048	52	24	integrated	integrated	ADJ
ape-40048	52	25	moving	move	VERB
ape-40048	52	26	average	average	NOUN
ape-40048	52	27	)	)	PUNCT
ape-40048	52	28	and	and	CCONJ
ape-40048	52	29	sarima	sarima	NOUN
ape-40048	52	30	(	(	PUNCT
ape-40048	52	31	seasonal	seasonal	ADJ
ape-40048	52	32	autoregressive	autoregressive	ADJ
ape-40048	52	33	integrated	integrated	ADJ
ape-40048	52	34	moving	move	VERB
ape-40048	52	35	average	average	NOUN
ape-40048	52	36	)	)	PUNCT
ape-40048	52	37	.	.	PUNCT
ape-40048	53	1	then	then	ADV
ape-40048	53	2	,	,	PUNCT
ape-40048	53	3	we	we	PRON
ape-40048	53	4	divided	divide	VERB
ape-40048	53	5	the	the	DET
ape-40048	53	6	historical	historical	ADJ
ape-40048	53	7	data	datum	NOUN
ape-40048	53	8	into	into	ADP
ape-40048	53	9	training	training	NOUN
ape-40048	53	10	and	and	CCONJ
ape-40048	53	11	testing	testing	NOUN
ape-40048	53	12	sets	set	NOUN
ape-40048	53	13	,	,	PUNCT
ape-40048	53	14	trained	train	VERB
ape-40048	53	15	the	the	DET
ape-40048	53	16	selected	select	VERB
ape-40048	53	17	models	model	NOUN
ape-40048	53	18	using	use	VERB
ape-40048	53	19	the	the	DET
ape-40048	53	20	training	training	NOUN
ape-40048	53	21	set	set	NOUN
ape-40048	53	22	,	,	PUNCT
ape-40048	53	23	and	and	CCONJ
ape-40048	53	24	evaluated	evaluate	VERB
ape-40048	53	25	the	the	DET
ape-40048	53	26	model	model	NOUN
ape-40048	53	27	performance	performance	NOUN
ape-40048	53	28	using	use	VERB
ape-40048	53	29	the	the	DET
ape-40048	53	30	testing	testing	NOUN
ape-40048	53	31	set	set	VERB
ape-40048	53	32	.	.	PUNCT
ape-40048	54	1	we	we	PRON
ape-40048	54	2	utilized	utilize	VERB
ape-40048	54	3	a	a	DET
ape-40048	54	4	series	series	NOUN
ape-40048	54	5	of	of	ADP
ape-40048	54	6	evaluation	evaluation	NOUN
ape-40048	54	7	metrics	metric	NOUN
ape-40048	54	8	,	,	PUNCT
ape-40048	54	9	such	such	ADJ
ape-40048	54	10	as	as	ADP
ape-40048	54	11	root	root	NOUN
ape-40048	54	12	mean	mean	ADJ
ape-40048	54	13	square	square	ADJ
ape-40048	54	14	error	error	NOUN
ape-40048	54	15	(	(	PUNCT
ape-40048	54	16	rmse	rmse	NOUN
ape-40048	54	17	)	)	PUNCT
ape-40048	54	18	,	,	PUNCT
ape-40048	54	19	mean	mean	VERB
ape-40048	54	20	absolute	absolute	ADJ
ape-40048	54	21	error	error	NOUN
ape-40048	54	22	(	(	PUNCT
ape-40048	54	23	mae	mae	PROPN
ape-40048	54	24	)	)	PUNCT
ape-40048	54	25	,	,	PUNCT
ape-40048	54	26	etc	etc	X
ape-40048	54	27	.	.	X
ape-40048	54	28	,	,	PUNCT
ape-40048	54	29	to	to	PART
ape-40048	54	30	assess	assess	VERB
ape-40048	54	31	the	the	DET
ape-40048	54	32	predictive	predictive	ADJ
ape-40048	54	33	accuracy	accuracy	NOUN
ape-40048	54	34	and	and	CCONJ
ape-40048	54	35	effectiveness	effectiveness	NOUN
ape-40048	54	36	of	of	ADP
ape-40048	54	37	the	the	DET
ape-40048	54	38	model	model	NOUN
ape-40048	54	39	.	.	PUNCT
ape-40048	55	1	to	to	PART
ape-40048	55	2	address	address	VERB
ape-40048	55	3	issues	issue	NOUN
ape-40048	55	4	and	and	CCONJ
ape-40048	55	5	shortcomings	shortcoming	NOUN
ape-40048	55	6	encountered	encounter	VERB
ape-40048	55	7	during	during	ADP
ape-40048	55	8	the	the	DET
ape-40048	55	9	model	model	NOUN
ape-40048	55	10	training	training	NOUN
ape-40048	55	11	process	process	NOUN
ape-40048	55	12	,	,	PUNCT
ape-40048	55	13	we	we	PRON
ape-40048	55	14	conducted	conduct	VERB
ape-40048	55	15	model	model	NOUN
ape-40048	55	16	parameter	parameter	NOUN
ape-40048	55	17	tuning	tuning	NOUN
ape-40048	55	18	and	and	CCONJ
ape-40048	55	19	validation	validation	NOUN
ape-40048	55	20	,	,	PUNCT
ape-40048	55	21	optimizing	optimize	VERB
ape-40048	55	22	the	the	DET
ape-40048	55	23	predictive	predictive	ADJ
ape-40048	55	24	performance	performance	NOUN
ape-40048	55	25	of	of	ADP
ape-40048	55	26	the	the	DET
ape-40048	55	27	model	model	NOUN
ape-40048	55	28	by	by	ADP
ape-40048	55	29	adjusting	adjust	VERB
ape-40048	55	30	its	its	PRON
ape-40048	55	31	parameters	parameter	NOUN
ape-40048	55	32	and	and	CCONJ
ape-40048	55	33	structure	structure	NOUN
ape-40048	55	34	and	and	CCONJ
ape-40048	55	35	verifying	verify	VERB
ape-40048	55	36	the	the	DET
ape-40048	55	37	robustness	robustness	NOUN
ape-40048	55	38	and	and	CCONJ
ape-40048	55	39	reliability	reliability	NOUN
ape-40048	55	40	of	of	ADP
ape-40048	55	41	the	the	DET
ape-40048	55	42	model	model	NOUN
ape-40048	55	43	through	through	ADP
ape-40048	55	44	techniques	technique	NOUN
ape-40048	55	45	such	such	ADJ
ape-40048	55	46	as	as	ADP
ape-40048	55	47	cross	cross	NOUN
ape-40048	55	48	-	-	NOUN
ape-40048	55	49	validation	validation	NOUN
ape-40048	55	50	.	.	PUNCT
ape-40048	56	1	finally	finally	ADV
ape-40048	56	2	,	,	PUNCT
ape-40048	56	3	we	we	PRON
ape-40048	56	4	used	use	VERB
ape-40048	56	5	the	the	DET
ape-40048	56	6	trained	train	VERB
ape-40048	56	7	model	model	NOUN
ape-40048	56	8	to	to	PART
ape-40048	56	9	forecast	forecast	VERB
ape-40048	56	10	future	future	ADJ
ape-40048	56	11	tourism	tourism	NOUN
ape-40048	56	12	demand	demand	NOUN
ape-40048	56	13	.	.	PUNCT
ape-40048	57	1	based	base	VERB
ape-40048	57	2	on	on	ADP
ape-40048	57	3	the	the	DET
ape-40048	57	4	forecast	forecast	NOUN
ape-40048	57	5	results	result	NOUN
ape-40048	57	6	obtained	obtain	VERB
ape-40048	57	7	from	from	ADP
ape-40048	57	8	the	the	DET
ape-40048	57	9	model	model	NOUN
ape-40048	57	10	,	,	PUNCT
ape-40048	57	11	we	we	PRON
ape-40048	57	12	analyzed	analyze	VERB
ape-40048	57	13	the	the	DET
ape-40048	57	14	development	development	NOUN
ape-40048	57	15	trends	trend	NOUN
ape-40048	57	16	and	and	CCONJ
ape-40048	57	17	changes	change	NOUN
ape-40048	57	18	in	in	ADP
ape-40048	57	19	the	the	DET
ape-40048	57	20	future	future	ADJ
ape-40048	57	21	tourism	tourism	NOUN
ape-40048	57	22	market	market	NOUN
ape-40048	57	23	,	,	PUNCT
ape-40048	57	24	providing	provide	VERB
ape-40048	57	25	decision	decision	NOUN
ape-40048	57	26	-	-	PUNCT
ape-40048	57	27	makers	maker	NOUN
ape-40048	57	28	with	with	ADP
ape-40048	57	29	references	reference	NOUN
ape-40048	57	30	for	for	ADP
ape-40048	57	31	decision	decision	NOUN
ape-40048	57	32	-	-	PUNCT
ape-40048	57	33	making	making	NOUN
ape-40048	57	34	.	.	PUNCT
ape-40048	58	1	through	through	ADP
ape-40048	58	2	the	the	DET
ape-40048	58	3	aforementioned	aforementioned	ADJ
ape-40048	58	4	steps	step	NOUN
ape-40048	58	5	,	,	PUNCT
ape-40048	58	6	we	we	PRON
ape-40048	58	7	constructed	construct	VERB
ape-40048	58	8	a	a	DET
ape-40048	58	9	comprehensive	comprehensive	ADJ
ape-40048	58	10	tourism	tourism	NOUN
ape-40048	58	11	demand	demand	NOUN
ape-40048	58	12	forecasting	forecasting	NOUN
ape-40048	58	13	model	model	NOUN
ape-40048	58	14	,	,	PUNCT
ape-40048	58	15	considering	consider	VERB
ape-40048	58	16	various	various	ADJ
ape-40048	58	17	factors	factor	NOUN
ape-40048	58	18	and	and	CCONJ
ape-40048	58	19	providing	provide	VERB
ape-40048	58	20	effective	effective	ADJ
ape-40048	58	21	tools	tool	NOUN
ape-40048	58	22	and	and	CCONJ
ape-40048	58	23	methods	method	NOUN
ape-40048	58	24	for	for	ADP
ape-40048	58	25	understanding	understanding	NOUN
ape-40048	58	26	and	and	CCONJ
ape-40048	58	27	predicting	predict	VERB
ape-40048	58	28	the	the	DET
ape-40048	58	29	future	future	ADJ
ape-40048	58	30	trends	trend	NOUN
ape-40048	58	31	of	of	ADP
ape-40048	58	32	the	the	DET
ape-40048	58	33	tourism	tourism	NOUN
ape-40048	58	34	market	market	NOUN
ape-40048	58	35	(	(	PUNCT
ape-40048	58	36	witt	witt	PROPN
ape-40048	58	37	,	,	PUNCT
ape-40048	58	38	&	&	CCONJ
ape-40048	58	39	christine	christine	PROPN
ape-40048	58	40	,	,	PUNCT
ape-40048	58	41	1995	1995	NUM
ape-40048	58	42	)	)	PUNCT
ape-40048	58	43	.	.	PUNCT
ape-40048	59	1	3.3	3.3	NUM
ape-40048	59	2	selection	selection	NOUN
ape-40048	59	3	of	of	ADP
ape-40048	59	4	data	datum	NOUN
ape-40048	59	5	analysis	analysis	NOUN
ape-40048	59	6	methods	method	NOUN
ape-40048	59	7	and	and	CCONJ
ape-40048	59	8	tools	tool	NOUN
ape-40048	59	9	in	in	ADP
ape-40048	59	10	this	this	DET
ape-40048	59	11	study	study	NOUN
ape-40048	59	12	,	,	PUNCT
ape-40048	59	13	we	we	PRON
ape-40048	59	14	selected	select	VERB
ape-40048	59	15	a	a	DET
ape-40048	59	16	series	series	NOUN
ape-40048	59	17	of	of	ADP
ape-40048	59	18	classic	classic	ADJ
ape-40048	59	19	data	datum	NOUN
ape-40048	59	20	analysis	analysis	NOUN
ape-40048	59	21	methods	method	NOUN
ape-40048	59	22	and	and	CCONJ
ape-40048	59	23	tools	tool	NOUN
ape-40048	59	24	to	to	PART
ape-40048	59	25	analyze	analyze	VERB
ape-40048	59	26	the	the	DET
ape-40048	59	27	trends	trend	NOUN
ape-40048	59	28	of	of	ADP
ape-40048	59	29	tourism	tourism	NOUN
ape-40048	59	30	demand	demand	NOUN
ape-40048	59	31	and	and	CCONJ
ape-40048	59	32	future	future	ADJ
ape-40048	59	33	market	market	NOUN
ape-40048	59	34	trends	trend	NOUN
ape-40048	59	35	.	.	PUNCT
ape-40048	60	1	our	our	PRON
ape-40048	60	2	selection	selection	NOUN
ape-40048	60	3	considered	consider	VERB
ape-40048	60	4	the	the	DET
ape-40048	60	5	characteristics	characteristic	NOUN
ape-40048	60	6	of	of	ADP
ape-40048	60	7	the	the	DET
ape-40048	60	8	data	datum	NOUN
ape-40048	60	9	,	,	PUNCT
ape-40048	60	10	the	the	DET
ape-40048	60	11	research	research	NOUN
ape-40048	60	12	objectives	objective	NOUN
ape-40048	60	13	,	,	PUNCT
ape-40048	60	14	and	and	CCONJ
ape-40048	60	15	the	the	DET
ape-40048	60	16	complexity	complexity	NOUN
ape-40048	60	17	of	of	ADP
ape-40048	60	18	the	the	DET
ape-40048	60	19	models	model	NOUN
ape-40048	60	20	.	.	PUNCT
ape-40048	61	1	firstly	firstly	ADV
ape-40048	61	2	,	,	PUNCT
ape-40048	61	3	considering	consider	VERB
ape-40048	61	4	the	the	DET
ape-40048	61	5	characteristics	characteristic	NOUN
ape-40048	61	6	of	of	ADP
ape-40048	61	7	historical	historical	ADJ
ape-40048	61	8	tourism	tourism	NOUN
ape-40048	61	9	data	datum	NOUN
ape-40048	61	10	,	,	PUNCT
ape-40048	61	11	we	we	PRON
ape-40048	61	12	employed	employ	VERB
ape-40048	61	13	time	time	NOUN
ape-40048	61	14	series	series	PROPN
ape-40048	61	15	analysis	analysis	NOUN
ape-40048	61	16	methods	method	NOUN
ape-40048	61	17	.	.	PUNCT
ape-40048	62	1	time	time	NOUN
ape-40048	62	2	series	series	PROPN
ape-40048	62	3	analysis	analysis	NOUN
ape-40048	62	4	can	can	AUX
ape-40048	62	5	capture	capture	VERB
ape-40048	62	6	trends	trend	NOUN
ape-40048	62	7	and	and	CCONJ
ape-40048	62	8	seasonal	seasonal	ADJ
ape-40048	62	9	characteristics	characteristic	NOUN
ape-40048	62	10	of	of	ADP
ape-40048	62	11	data	datum	NOUN
ape-40048	62	12	over	over	ADP
ape-40048	62	13	time	time	NOUN
ape-40048	62	14	,	,	PUNCT
ape-40048	62	15	which	which	PRON
ape-40048	62	16	is	be	AUX
ape-40048	62	17	crucial	crucial	ADJ
ape-40048	62	18	for	for	ADP
ape-40048	62	19	predicting	predict	VERB
ape-40048	62	20	future	future	ADJ
ape-40048	62	21	trends	trend	NOUN
ape-40048	62	22	.	.	PUNCT
ape-40048	63	1	in	in	ADP
ape-40048	63	2	time	time	NOUN
ape-40048	63	3	series	series	PROPN
ape-40048	63	4	analysis	analysis	NOUN
ape-40048	63	5	,	,	PUNCT
ape-40048	63	6	we	we	PRON
ape-40048	63	7	chose	choose	VERB
ape-40048	63	8	models	model	NOUN
ape-40048	63	9	such	such	ADJ
ape-40048	63	10	as	as	ADP
ape-40048	63	11	arima	arima	PROPN
ape-40048	63	12	(	(	PUNCT
ape-40048	63	13	autoregressive	autoregressive	ADJ
ape-40048	63	14	integrated	integrated	ADJ
ape-40048	63	15	moving	move	VERB
ape-40048	63	16	average	average	NOUN
ape-40048	63	17	)	)	PUNCT
ape-40048	63	18	and	and	CCONJ
ape-40048	63	19	sarima	sarima	NOUN
ape-40048	63	20	(	(	PUNCT
ape-40048	63	21	seasonal	seasonal	ADJ
ape-40048	63	22	autoregressive	autoregressive	ADJ
ape-40048	63	23	integrated	integrated	ADJ
ape-40048	63	24	moving	move	VERB
ape-40048	63	25	average	average	NOUN
ape-40048	63	26	)	)	PUNCT
ape-40048	63	27	to	to	PART
ape-40048	63	28	address	address	VERB
ape-40048	63	29	the	the	DET
ape-40048	63	30	non	non	ADJ
ape-40048	63	31	-	-	ADJ
ape-40048	63	32	stationarity	stationarity	ADJ
ape-40048	63	33	and	and	CCONJ
ape-40048	63	34	seasonal	seasonal	ADJ
ape-40048	63	35	fluctuations	fluctuation	NOUN
ape-40048	63	36	of	of	ADP
ape-40048	63	37	the	the	DET
ape-40048	63	38	data	datum	NOUN
ape-40048	63	39	(	(	PUNCT
ape-40048	63	40	peng	peng	PROPN
ape-40048	63	41	,	,	PUNCT
ape-40048	63	42	song	song	NOUN
ape-40048	63	43	,	,	PUNCT
ape-40048	63	44	&	&	CCONJ
ape-40048	63	45	geoffrey	geoffrey	PROPN
ape-40048	63	46	,	,	PUNCT
ape-40048	63	47	2014	2014	NUM
ape-40048	63	48	)	)	PUNCT
ape-40048	63	49	.	.	PUNCT
ape-40048	64	1	secondly	secondly	ADV
ape-40048	64	2	,	,	PUNCT
ape-40048	64	3	considering	consider	VERB
ape-40048	64	4	the	the	DET
ape-40048	64	5	complexity	complexity	NOUN
ape-40048	64	6	and	and	CCONJ
ape-40048	64	7	diversity	diversity	NOUN
ape-40048	64	8	of	of	ADP
ape-40048	64	9	the	the	DET
ape-40048	64	10	data	datum	NOUN
ape-40048	64	11	,	,	PUNCT
ape-40048	64	12	we	we	PRON
ape-40048	64	13	combined	combine	VERB
ape-40048	64	14	quantitative	quantitative	ADJ
ape-40048	64	15	and	and	CCONJ
ape-40048	64	16	qualitative	qualitative	ADJ
ape-40048	64	17	analysis	analysis	NOUN
ape-40048	64	18	methods	method	NOUN
ape-40048	64	19	.	.	PUNCT
ape-40048	65	1	quantitative	quantitative	ADJ
ape-40048	65	2	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	65	3	advances	advance	NOUN
ape-40048	65	4	in	in	ADP
ape-40048	65	5	politics	politic	NOUN
ape-40048	65	6	and	and	CCONJ
ape-40048	65	7	economics	economic	NOUN
ape-40048	65	8	vol	vol	NOUN
ape-40048	65	9	.	.	PUNCT
ape-40048	66	1	7	7	NUM
ape-40048	66	2	,	,	PUNCT
ape-40048	66	3	no	no	INTJ
ape-40048	66	4	.	.	NOUN
ape-40048	66	5	2	2	NUM
ape-40048	66	6	,	,	PUNCT
ape-40048	66	7	2024	2024	NUM
ape-40048	66	8	published	publish	VERB
ape-40048	66	9	by	by	ADP
ape-40048	66	10	scholink	scholink	PROPN
ape-40048	66	11	inc	inc	PROPN
ape-40048	66	12	.	.	PROPN
ape-40048	66	13	206	206	NUM
ape-40048	66	14	analysis	analysis	NOUN
ape-40048	66	15	methods	method	NOUN
ape-40048	66	16	were	be	AUX
ape-40048	66	17	mainly	mainly	ADV
ape-40048	66	18	used	use	VERB
ape-40048	66	19	for	for	ADP
ape-40048	66	20	statistical	statistical	ADJ
ape-40048	66	21	analysis	analysis	NOUN
ape-40048	66	22	and	and	CCONJ
ape-40048	66	23	model	model	NOUN
ape-40048	66	24	construction	construction	NOUN
ape-40048	66	25	of	of	ADP
ape-40048	66	26	historical	historical	ADJ
ape-40048	66	27	data	datum	NOUN
ape-40048	66	28	to	to	PART
ape-40048	66	29	quantitatively	quantitatively	ADV
ape-40048	66	30	predict	predict	VERB
ape-40048	66	31	future	future	ADJ
ape-40048	66	32	tourism	tourism	NOUN
ape-40048	66	33	demand	demand	NOUN
ape-40048	66	34	.	.	PUNCT
ape-40048	67	1	qualitative	qualitative	ADJ
ape-40048	67	2	analysis	analysis	NOUN
ape-40048	67	3	methods	method	NOUN
ape-40048	67	4	were	be	AUX
ape-40048	67	5	used	use	VERB
ape-40048	67	6	to	to	PART
ape-40048	67	7	gain	gain	VERB
ape-40048	67	8	insights	insight	NOUN
ape-40048	67	9	into	into	ADP
ape-40048	67	10	the	the	DET
ape-40048	67	11	underlying	underlie	VERB
ape-40048	67	12	patterns	pattern	NOUN
ape-40048	67	13	and	and	CCONJ
ape-40048	67	14	trends	trend	NOUN
ape-40048	67	15	of	of	ADP
ape-40048	67	16	the	the	DET
ape-40048	67	17	tourism	tourism	NOUN
ape-40048	67	18	market	market	NOUN
ape-40048	67	19	through	through	ADP
ape-40048	67	20	expert	expert	NOUN
ape-40048	67	21	interviews	interview	NOUN
ape-40048	67	22	,	,	PUNCT
ape-40048	67	23	surveys	survey	NOUN
ape-40048	67	24	,	,	PUNCT
ape-40048	67	25	and	and	CCONJ
ape-40048	67	26	focus	focus	VERB
ape-40048	67	27	group	group	NOUN
ape-40048	67	28	discussions	discussion	NOUN
ape-40048	67	29	,	,	PUNCT
ape-40048	67	30	obtaining	obtain	VERB
ape-40048	67	31	empirical	empirical	ADJ
ape-40048	67	32	data	datum	NOUN
ape-40048	67	33	and	and	CCONJ
ape-40048	67	34	professional	professional	ADJ
ape-40048	67	35	insights	insight	NOUN
ape-40048	67	36	.	.	PUNCT
ape-40048	68	1	in	in	ADP
ape-40048	68	2	the	the	DET
ape-40048	68	3	selection	selection	NOUN
ape-40048	68	4	of	of	ADP
ape-40048	68	5	data	datum	NOUN
ape-40048	68	6	analysis	analysis	NOUN
ape-40048	68	7	tools	tool	NOUN
ape-40048	68	8	,	,	PUNCT
ape-40048	68	9	we	we	PRON
ape-40048	68	10	employed	employ	VERB
ape-40048	68	11	various	various	ADJ
ape-40048	68	12	tools	tool	NOUN
ape-40048	68	13	for	for	ADP
ape-40048	68	14	data	data	NOUN
ape-40048	68	15	processing	processing	NOUN
ape-40048	68	16	,	,	PUNCT
ape-40048	68	17	model	model	NOUN
ape-40048	68	18	building	building	NOUN
ape-40048	68	19	,	,	PUNCT
ape-40048	68	20	and	and	CCONJ
ape-40048	68	21	result	result	VERB
ape-40048	68	22	visualization	visualization	NOUN
ape-40048	68	23	.	.	PUNCT
ape-40048	69	1	among	among	ADP
ape-40048	69	2	them	they	PRON
ape-40048	69	3	,	,	PUNCT
ape-40048	69	4	statistical	statistical	ADJ
ape-40048	69	5	analysis	analysis	NOUN
ape-40048	69	6	software	software	NOUN
ape-40048	69	7	such	such	ADJ
ape-40048	69	8	as	as	ADP
ape-40048	69	9	r	r	NOUN
ape-40048	69	10	and	and	CCONJ
ape-40048	69	11	python	python	NOUN
ape-40048	69	12	were	be	AUX
ape-40048	69	13	used	use	VERB
ape-40048	69	14	for	for	ADP
ape-40048	69	15	data	data	NOUN
ape-40048	69	16	processing	processing	NOUN
ape-40048	69	17	and	and	CCONJ
ape-40048	69	18	model	model	NOUN
ape-40048	69	19	building	building	NOUN
ape-40048	69	20	,	,	PUNCT
ape-40048	69	21	providing	provide	VERB
ape-40048	69	22	rich	rich	ADJ
ape-40048	69	23	support	support	NOUN
ape-40048	69	24	for	for	ADP
ape-40048	69	25	data	datum	NOUN
ape-40048	69	26	analysis	analysis	NOUN
ape-40048	69	27	libraries	library	NOUN
ape-40048	69	28	and	and	CCONJ
ape-40048	69	29	algorithms	algorithm	NOUN
ape-40048	69	30	.	.	PUNCT
ape-40048	70	1	common	common	ADJ
ape-40048	70	2	tools	tool	NOUN
ape-40048	70	3	such	such	ADJ
ape-40048	70	4	as	as	ADP
ape-40048	70	5	spss	spss	PROPN
ape-40048	70	6	and	and	CCONJ
ape-40048	70	7	excel	excel	NOUN
ape-40048	70	8	were	be	AUX
ape-40048	70	9	used	use	VERB
ape-40048	70	10	for	for	ADP
ape-40048	70	11	preliminary	preliminary	ADJ
ape-40048	70	12	data	datum	NOUN
ape-40048	70	13	analysis	analysis	NOUN
ape-40048	70	14	and	and	CCONJ
ape-40048	70	15	visualization	visualization	NOUN
ape-40048	70	16	,	,	PUNCT
ape-40048	70	17	facilitating	facilitate	VERB
ape-40048	70	18	an	an	DET
ape-40048	70	19	intuitive	intuitive	ADJ
ape-40048	70	20	understanding	understanding	NOUN
ape-40048	70	21	of	of	ADP
ape-40048	70	22	data	datum	NOUN
ape-40048	70	23	characteristics	characteristic	NOUN
ape-40048	70	24	and	and	CCONJ
ape-40048	70	25	trends	trend	NOUN
ape-40048	70	26	.	.	PUNCT
ape-40048	71	1	in	in	ADP
ape-40048	71	2	summary	summary	NOUN
ape-40048	71	3	,	,	PUNCT
ape-40048	71	4	we	we	PRON
ape-40048	71	5	comprehensively	comprehensively	ADV
ape-40048	71	6	considered	consider	VERB
ape-40048	71	7	the	the	DET
ape-40048	71	8	characteristics	characteristic	NOUN
ape-40048	71	9	of	of	ADP
ape-40048	71	10	the	the	DET
ape-40048	71	11	data	datum	NOUN
ape-40048	71	12	,	,	PUNCT
ape-40048	71	13	research	research	NOUN
ape-40048	71	14	objectives	objective	NOUN
ape-40048	71	15	,	,	PUNCT
ape-40048	71	16	and	and	CCONJ
ape-40048	71	17	model	model	NOUN
ape-40048	71	18	complexity	complexity	NOUN
ape-40048	71	19	in	in	ADP
ape-40048	71	20	the	the	DET
ape-40048	71	21	selection	selection	NOUN
ape-40048	71	22	of	of	ADP
ape-40048	71	23	data	datum	NOUN
ape-40048	71	24	analysis	analysis	NOUN
ape-40048	71	25	methods	method	NOUN
ape-40048	71	26	and	and	CCONJ
ape-40048	71	27	tools	tool	NOUN
ape-40048	71	28	to	to	PART
ape-40048	71	29	ensure	ensure	VERB
ape-40048	71	30	the	the	DET
ape-40048	71	31	scientificity	scientificity	NOUN
ape-40048	71	32	and	and	CCONJ
ape-40048	71	33	reliability	reliability	NOUN
ape-40048	71	34	of	of	ADP
ape-40048	71	35	the	the	DET
ape-40048	71	36	research	research	NOUN
ape-40048	71	37	results	result	NOUN
ape-40048	71	38	.	.	PUNCT
ape-40048	72	1	by	by	ADP
ape-40048	72	2	comprehensively	comprehensively	ADV
ape-40048	72	3	applying	apply	VERB
ape-40048	72	4	quantitative	quantitative	ADJ
ape-40048	72	5	and	and	CCONJ
ape-40048	72	6	qualitative	qualitative	ADJ
ape-40048	72	7	analysis	analysis	NOUN
ape-40048	72	8	methods	method	NOUN
ape-40048	72	9	,	,	PUNCT
ape-40048	72	10	as	as	ADV
ape-40048	72	11	well	well	ADV
ape-40048	72	12	as	as	ADP
ape-40048	72	13	various	various	ADJ
ape-40048	72	14	data	datum	NOUN
ape-40048	72	15	analysis	analysis	NOUN
ape-40048	72	16	tools	tool	NOUN
ape-40048	72	17	,	,	PUNCT
ape-40048	72	18	we	we	PRON
ape-40048	72	19	were	be	AUX
ape-40048	72	20	able	able	ADJ
ape-40048	72	21	to	to	PART
ape-40048	72	22	thoroughly	thoroughly	ADV
ape-40048	72	23	analyze	analyze	VERB
ape-40048	72	24	tourism	tourism	NOUN
ape-40048	72	25	demand	demand	NOUN
ape-40048	72	26	forecasting	forecasting	NOUN
ape-40048	72	27	and	and	CCONJ
ape-40048	72	28	future	future	ADJ
ape-40048	72	29	market	market	NOUN
ape-40048	72	30	trends	trend	NOUN
ape-40048	72	31	,	,	PUNCT
ape-40048	72	32	providing	provide	VERB
ape-40048	72	33	theoretical	theoretical	ADJ
ape-40048	72	34	support	support	NOUN
ape-40048	72	35	and	and	CCONJ
ape-40048	72	36	practical	practical	ADJ
ape-40048	72	37	guidance	guidance	NOUN
ape-40048	72	38	for	for	ADP
ape-40048	72	39	the	the	DET
ape-40048	72	40	development	development	NOUN
ape-40048	72	41	of	of	ADP
ape-40048	72	42	the	the	DET
ape-40048	72	43	tourism	tourism	NOUN
ape-40048	72	44	industry	industry	NOUN
ape-40048	72	45	.	.	PUNCT
ape-40048	73	1	4	4	X
ape-40048	73	2	.	.	X
ape-40048	73	3	key	key	ADJ
ape-40048	73	4	findings	finding	NOUN
ape-40048	73	5	and	and	CCONJ
ape-40048	73	6	analysis	analysis	NOUN
ape-40048	73	7	4.1	4.1	NUM
ape-40048	73	8	presentation	presentation	NOUN
ape-40048	73	9	of	of	ADP
ape-40048	73	10	tourism	tourism	NOUN
ape-40048	73	11	demand	demand	NOUN
ape-40048	73	12	forecasting	forecasting	NOUN
ape-40048	73	13	results	result	NOUN
ape-40048	73	14	through	through	ADP
ape-40048	73	15	the	the	DET
ape-40048	73	16	analysis	analysis	NOUN
ape-40048	73	17	of	of	ADP
ape-40048	73	18	historical	historical	ADJ
ape-40048	73	19	tourism	tourism	NOUN
ape-40048	73	20	data	datum	NOUN
ape-40048	73	21	and	and	CCONJ
ape-40048	73	22	the	the	DET
ape-40048	73	23	construction	construction	NOUN
ape-40048	73	24	of	of	ADP
ape-40048	73	25	forecasting	forecasting	NOUN
ape-40048	73	26	models	model	NOUN
ape-40048	73	27	,	,	PUNCT
ape-40048	73	28	we	we	PRON
ape-40048	73	29	obtained	obtain	VERB
ape-40048	73	30	predictions	prediction	NOUN
ape-40048	73	31	for	for	ADP
ape-40048	73	32	future	future	ADJ
ape-40048	73	33	tourism	tourism	NOUN
ape-40048	73	34	demand	demand	NOUN
ape-40048	73	35	.	.	PUNCT
ape-40048	74	1	the	the	DET
ape-40048	74	2	following	follow	VERB
ape-40048	74	3	are	be	AUX
ape-40048	74	4	our	our	PRON
ape-40048	74	5	key	key	ADJ
ape-40048	74	6	findings	finding	NOUN
ape-40048	74	7	:	:	PUNCT
ape-40048	74	8	firstly	firstly	ADV
ape-40048	74	9	,	,	PUNCT
ape-40048	74	10	we	we	PRON
ape-40048	74	11	observed	observe	VERB
ape-40048	74	12	that	that	SCONJ
ape-40048	74	13	with	with	ADP
ape-40048	74	14	changes	change	NOUN
ape-40048	74	15	in	in	ADP
ape-40048	74	16	economic	economic	ADJ
ape-40048	74	17	,	,	PUNCT
ape-40048	74	18	social	social	ADJ
ape-40048	74	19	,	,	PUNCT
ape-40048	74	20	and	and	CCONJ
ape-40048	74	21	environmental	environmental	ADJ
ape-40048	74	22	factors	factor	NOUN
ape-40048	74	23	,	,	PUNCT
ape-40048	74	24	tourism	tourism	NOUN
ape-40048	74	25	demand	demand	NOUN
ape-40048	74	26	exhibits	exhibit	VERB
ape-40048	74	27	a	a	DET
ape-40048	74	28	trend	trend	NOUN
ape-40048	74	29	toward	toward	ADP
ape-40048	74	30	diversification	diversification	NOUN
ape-40048	74	31	and	and	CCONJ
ape-40048	74	32	dynamism	dynamism	NOUN
ape-40048	74	33	.	.	PUNCT
ape-40048	75	1	historical	historical	ADJ
ape-40048	75	2	data	datum	NOUN
ape-40048	75	3	indicates	indicate	VERB
ape-40048	75	4	that	that	SCONJ
ape-40048	75	5	with	with	ADP
ape-40048	75	6	economic	economic	ADJ
ape-40048	75	7	development	development	NOUN
ape-40048	75	8	and	and	CCONJ
ape-40048	75	9	improvements	improvement	NOUN
ape-40048	75	10	in	in	ADP
ape-40048	75	11	living	living	NOUN
ape-40048	75	12	standards	standard	NOUN
ape-40048	75	13	,	,	PUNCT
ape-40048	75	14	tourism	tourism	NOUN
ape-40048	75	15	demand	demand	NOUN
ape-40048	75	16	shows	show	VERB
ape-40048	75	17	a	a	DET
ape-40048	75	18	steady	steady	ADJ
ape-40048	75	19	growth	growth	NOUN
ape-40048	75	20	trend	trend	NOUN
ape-40048	75	21	.	.	PUNCT
ape-40048	76	1	however	however	ADV
ape-40048	76	2	,	,	PUNCT
ape-40048	76	3	tourism	tourism	NOUN
ape-40048	76	4	demand	demand	NOUN
ape-40048	76	5	varies	vary	VERB
ape-40048	76	6	across	across	ADP
ape-40048	76	7	different	different	ADJ
ape-40048	76	8	regions	region	NOUN
ape-40048	76	9	and	and	CCONJ
ape-40048	76	10	seasons	season	NOUN
ape-40048	76	11	,	,	PUNCT
ape-40048	76	12	influenced	influence	VERB
ape-40048	76	13	by	by	ADP
ape-40048	76	14	factors	factor	NOUN
ape-40048	76	15	such	such	ADJ
ape-40048	76	16	as	as	ADP
ape-40048	76	17	seasonality	seasonality	NOUN
ape-40048	76	18	and	and	CCONJ
ape-40048	76	19	policy	policy	NOUN
ape-40048	76	20	changes	change	NOUN
ape-40048	76	21	.	.	PUNCT
ape-40048	77	1	secondly	secondly	ADV
ape-40048	77	2	,	,	PUNCT
ape-40048	77	3	using	use	VERB
ape-40048	77	4	the	the	DET
ape-40048	77	5	established	establish	VERB
ape-40048	77	6	forecasting	forecasting	NOUN
ape-40048	77	7	model	model	NOUN
ape-40048	77	8	,	,	PUNCT
ape-40048	77	9	we	we	PRON
ape-40048	77	10	predicted	predict	VERB
ape-40048	77	11	future	future	ADJ
ape-40048	77	12	tourism	tourism	NOUN
ape-40048	77	13	demand	demand	NOUN
ape-40048	77	14	.	.	PUNCT
ape-40048	78	1	the	the	DET
ape-40048	78	2	forecast	forecast	NOUN
ape-40048	78	3	results	result	NOUN
ape-40048	78	4	indicate	indicate	VERB
ape-40048	78	5	that	that	SCONJ
ape-40048	78	6	,	,	PUNCT
ape-40048	78	7	under	under	ADP
ape-40048	78	8	conditions	condition	NOUN
ape-40048	78	9	of	of	ADP
ape-40048	78	10	stable	stable	ADJ
ape-40048	78	11	economic	economic	ADJ
ape-40048	78	12	growth	growth	NOUN
ape-40048	78	13	and	and	CCONJ
ape-40048	78	14	policy	policy	NOUN
ape-40048	78	15	support	support	NOUN
ape-40048	78	16	,	,	PUNCT
ape-40048	78	17	future	future	ADJ
ape-40048	78	18	tourism	tourism	NOUN
ape-40048	78	19	demand	demand	NOUN
ape-40048	78	20	will	will	AUX
ape-40048	78	21	continue	continue	VERB
ape-40048	78	22	to	to	PART
ape-40048	78	23	grow	grow	VERB
ape-40048	78	24	.	.	PUNCT
ape-40048	79	1	particularly	particularly	ADV
ape-40048	79	2	with	with	ADP
ape-40048	79	3	the	the	DET
ape-40048	79	4	promotion	promotion	NOUN
ape-40048	79	5	of	of	ADP
ape-40048	79	6	emerging	emerge	VERB
ape-40048	79	7	tourist	tourist	NOUN
ape-40048	79	8	destinations	destination	NOUN
ape-40048	79	9	and	and	CCONJ
ape-40048	79	10	unique	unique	ADJ
ape-40048	79	11	tourism	tourism	NOUN
ape-40048	79	12	products	product	NOUN
ape-40048	79	13	,	,	PUNCT
ape-40048	79	14	the	the	DET
ape-40048	79	15	tourism	tourism	NOUN
ape-40048	79	16	market	market	NOUN
ape-40048	79	17	will	will	AUX
ape-40048	79	18	present	present	VERB
ape-40048	79	19	a	a	DET
ape-40048	79	20	more	more	ADV
ape-40048	79	21	diversified	diversified	ADJ
ape-40048	79	22	and	and	CCONJ
ape-40048	79	23	personalized	personalized	ADJ
ape-40048	79	24	development	development	NOUN
ape-40048	79	25	pattern	pattern	NOUN
ape-40048	79	26	.	.	PUNCT
ape-40048	80	1	additionally	additionally	ADV
ape-40048	80	2	,	,	PUNCT
ape-40048	80	3	we	we	PRON
ape-40048	80	4	found	find	VERB
ape-40048	80	5	that	that	SCONJ
ape-40048	80	6	,	,	PUNCT
ape-40048	80	7	with	with	ADP
ape-40048	80	8	technological	technological	ADJ
ape-40048	80	9	advancements	advancement	NOUN
ape-40048	80	10	and	and	CCONJ
ape-40048	80	11	changing	change	VERB
ape-40048	80	12	consumer	consumer	NOUN
ape-40048	80	13	demands	demand	NOUN
ape-40048	80	14	,	,	PUNCT
ape-40048	80	15	the	the	DET
ape-40048	80	16	tourism	tourism	NOUN
ape-40048	80	17	industry	industry	NOUN
ape-40048	80	18	will	will	AUX
ape-40048	80	19	encounter	encounter	VERB
ape-40048	80	20	new	new	ADJ
ape-40048	80	21	opportunities	opportunity	NOUN
ape-40048	80	22	and	and	CCONJ
ape-40048	80	23	challenges	challenge	NOUN
ape-40048	80	24	(	(	PUNCT
ape-40048	80	25	law	law	NOUN
ape-40048	80	26	et	et	NOUN
ape-40048	80	27	al	al	PROPN
ape-40048	80	28	.	.	PROPN
ape-40048	80	29	,	,	PUNCT
ape-40048	80	30	2019	2019	NUM
ape-40048	80	31	)	)	PUNCT
ape-40048	80	32	.	.	PUNCT
ape-40048	81	1	the	the	DET
ape-40048	81	2	prevalence	prevalence	NOUN
ape-40048	81	3	of	of	ADP
ape-40048	81	4	the	the	DET
ape-40048	81	5	internet	internet	NOUN
ape-40048	81	6	and	and	CCONJ
ape-40048	81	7	mobile	mobile	ADJ
ape-40048	81	8	technology	technology	NOUN
ape-40048	81	9	has	have	AUX
ape-40048	81	10	made	make	VERB
ape-40048	81	11	tourism	tourism	NOUN
ape-40048	81	12	product	product	NOUN
ape-40048	81	13	booking	booking	NOUN
ape-40048	81	14	and	and	CCONJ
ape-40048	81	15	experiences	experience	VERB
ape-40048	81	16	more	more	ADV
ape-40048	81	17	convenient	convenient	ADJ
ape-40048	81	18	but	but	CCONJ
ape-40048	81	19	has	have	AUX
ape-40048	81	20	also	also	ADV
ape-40048	81	21	intensified	intensify	VERB
ape-40048	81	22	competition	competition	NOUN
ape-40048	81	23	and	and	CCONJ
ape-40048	81	24	increased	increase	VERB
ape-40048	81	25	consumer	consumer	NOUN
ape-40048	81	26	choices	choice	NOUN
ape-40048	81	27	.	.	PUNCT
ape-40048	82	1	therefore	therefore	ADV
ape-40048	82	2	,	,	PUNCT
ape-40048	82	3	tourism	tourism	NOUN
ape-40048	82	4	enterprises	enterprise	NOUN
ape-40048	82	5	need	need	VERB
ape-40048	82	6	to	to	PART
ape-40048	82	7	innovate	innovate	VERB
ape-40048	82	8	continuously	continuously	ADV
ape-40048	82	9	and	and	CCONJ
ape-40048	82	10	improve	improve	VERB
ape-40048	82	11	service	service	NOUN
ape-40048	82	12	quality	quality	NOUN
ape-40048	82	13	and	and	CCONJ
ape-40048	82	14	experiences	experience	NOUN
ape-40048	82	15	to	to	PART
ape-40048	82	16	meet	meet	VERB
ape-40048	82	17	the	the	DET
ape-40048	82	18	increasingly	increasingly	ADV
ape-40048	82	19	diverse	diverse	ADJ
ape-40048	82	20	needs	need	NOUN
ape-40048	82	21	of	of	ADP
ape-40048	82	22	consumers	consumer	NOUN
ape-40048	82	23	.	.	PUNCT
ape-40048	83	1	in	in	ADP
ape-40048	83	2	summary	summary	NOUN
ape-40048	83	3	,	,	PUNCT
ape-40048	83	4	our	our	PRON
ape-40048	83	5	forecast	forecast	NOUN
ape-40048	83	6	results	result	NOUN
ape-40048	83	7	indicate	indicate	VERB
ape-40048	83	8	that	that	SCONJ
ape-40048	83	9	the	the	DET
ape-40048	83	10	future	future	ADJ
ape-40048	83	11	tourism	tourism	NOUN
ape-40048	83	12	market	market	NOUN
ape-40048	83	13	will	will	AUX
ape-40048	83	14	demonstrate	demonstrate	VERB
ape-40048	83	15	steady	steady	ADJ
ape-40048	83	16	growth	growth	NOUN
ape-40048	83	17	,	,	PUNCT
ape-40048	83	18	diversification	diversification	NOUN
ape-40048	83	19	,	,	PUNCT
ape-40048	83	20	and	and	CCONJ
ape-40048	83	21	personalization	personalization	NOUN
ape-40048	83	22	trends	trend	NOUN
ape-40048	83	23	.	.	PUNCT
ape-40048	84	1	this	this	PRON
ape-40048	84	2	provides	provide	VERB
ape-40048	84	3	an	an	DET
ape-40048	84	4	important	important	ADJ
ape-40048	84	5	reference	reference	NOUN
ape-40048	84	6	for	for	ADP
ape-40048	84	7	decision	decision	NOUN
ape-40048	84	8	-	-	PUNCT
ape-40048	84	9	makers	maker	NOUN
ape-40048	84	10	in	in	ADP
ape-40048	84	11	the	the	DET
ape-40048	84	12	tourism	tourism	NOUN
ape-40048	84	13	industry	industry	NOUN
ape-40048	84	14	,	,	PUNCT
ape-40048	84	15	aiding	aid	VERB
ape-40048	84	16	in	in	ADP
ape-40048	84	17	the	the	DET
ape-40048	84	18	formulation	formulation	NOUN
ape-40048	84	19	of	of	ADP
ape-40048	84	20	corresponding	correspond	VERB
ape-40048	84	21	market	market	NOUN
ape-40048	84	22	strategies	strategy	NOUN
ape-40048	84	23	and	and	CCONJ
ape-40048	84	24	planning	plan	VERB
ape-40048	84	25	future	future	ADJ
ape-40048	84	26	development	development	NOUN
ape-40048	84	27	directions	direction	NOUN
ape-40048	84	28	.	.	PUNCT
ape-40048	85	1	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	85	2	advances	advance	NOUN
ape-40048	85	3	in	in	ADP
ape-40048	85	4	politics	politic	NOUN
ape-40048	85	5	and	and	CCONJ
ape-40048	85	6	economics	economic	NOUN
ape-40048	85	7	vol	vol	NOUN
ape-40048	85	8	.	.	PUNCT
ape-40048	86	1	7	7	NUM
ape-40048	86	2	,	,	PUNCT
ape-40048	86	3	no	no	INTJ
ape-40048	86	4	.	.	NOUN
ape-40048	86	5	2	2	NUM
ape-40048	86	6	,	,	PUNCT
ape-40048	86	7	2024	2024	NUM
ape-40048	86	8	published	publish	VERB
ape-40048	86	9	by	by	ADP
ape-40048	86	10	scholink	scholink	PROPN
ape-40048	86	11	inc	inc	PROPN
ape-40048	86	12	.	.	PROPN
ape-40048	86	13	207	207	NUM
ape-40048	86	14	4.2	4.2	NUM
ape-40048	86	15	analysis	analysis	NOUN
ape-40048	86	16	of	of	ADP
ape-40048	86	17	the	the	DET
ape-40048	86	18	impact	impact	NOUN
ape-40048	86	19	of	of	ADP
ape-40048	86	20	different	different	ADJ
ape-40048	86	21	factors	factor	NOUN
ape-40048	86	22	on	on	ADP
ape-40048	86	23	tourism	tourism	NOUN
ape-40048	86	24	demand	demand	NOUN
ape-40048	86	25	when	when	SCONJ
ape-40048	86	26	analyzing	analyze	VERB
ape-40048	86	27	the	the	DET
ape-40048	86	28	influencing	influence	VERB
ape-40048	86	29	factors	factor	NOUN
ape-40048	86	30	of	of	ADP
ape-40048	86	31	tourism	tourism	NOUN
ape-40048	86	32	demand	demand	NOUN
ape-40048	86	33	,	,	PUNCT
ape-40048	86	34	we	we	PRON
ape-40048	86	35	considered	consider	VERB
ape-40048	86	36	multiple	multiple	ADJ
ape-40048	86	37	aspects	aspect	NOUN
ape-40048	86	38	and	and	CCONJ
ape-40048	86	39	conducted	conduct	VERB
ape-40048	86	40	an	an	DET
ape-40048	86	41	in	in	ADP
ape-40048	86	42	-	-	PUNCT
ape-40048	86	43	depth	depth	NOUN
ape-40048	86	44	analysis	analysis	NOUN
ape-40048	86	45	.	.	PUNCT
ape-40048	87	1	firstly	firstly	ADV
ape-40048	87	2	,	,	PUNCT
ape-40048	87	3	economic	economic	ADJ
ape-40048	87	4	factors	factor	NOUN
ape-40048	87	5	are	be	AUX
ape-40048	87	6	one	one	NUM
ape-40048	87	7	of	of	ADP
ape-40048	87	8	the	the	DET
ape-40048	87	9	important	important	ADJ
ape-40048	87	10	factors	factor	NOUN
ape-40048	87	11	affecting	affect	VERB
ape-40048	87	12	tourism	tourism	NOUN
ape-40048	87	13	demand	demand	NOUN
ape-40048	87	14	.	.	PUNCT
ape-40048	88	1	economic	economic	ADJ
ape-40048	88	2	growth	growth	NOUN
ape-40048	88	3	and	and	CCONJ
ape-40048	88	4	the	the	DET
ape-40048	88	5	increase	increase	NOUN
ape-40048	88	6	in	in	ADP
ape-40048	88	7	per	per	ADP
ape-40048	88	8	capita	capita	NOUN
ape-40048	88	9	income	income	NOUN
ape-40048	88	10	usually	usually	ADV
ape-40048	88	11	stimulate	stimulate	VERB
ape-40048	88	12	people	people	NOUN
ape-40048	88	13	's	's	PART
ape-40048	88	14	willingness	willingness	NOUN
ape-40048	88	15	to	to	PART
ape-40048	88	16	consume	consume	VERB
ape-40048	88	17	tourism	tourism	NOUN
ape-40048	88	18	,	,	PUNCT
ape-40048	88	19	especially	especially	ADV
ape-40048	88	20	for	for	ADP
ape-40048	88	21	high	high	ADJ
ape-40048	88	22	-	-	PUNCT
ape-40048	88	23	quality	quality	NOUN
ape-40048	88	24	and	and	CCONJ
ape-40048	88	25	high	high	ADJ
ape-40048	88	26	-	-	PUNCT
ape-40048	88	27	consumption	consumption	NOUN
ape-40048	88	28	tourism	tourism	NOUN
ape-40048	88	29	products	product	NOUN
ape-40048	88	30	and	and	CCONJ
ape-40048	88	31	services	service	NOUN
ape-40048	88	32	.	.	PUNCT
ape-40048	89	1	additionally	additionally	ADV
ape-40048	89	2	,	,	PUNCT
ape-40048	89	3	macroeconomic	macroeconomic	ADJ
ape-40048	89	4	indicators	indicator	NOUN
ape-40048	89	5	such	such	ADJ
ape-40048	89	6	as	as	ADP
ape-40048	89	7	fluctuations	fluctuation	NOUN
ape-40048	89	8	in	in	ADP
ape-40048	89	9	currency	currency	NOUN
ape-40048	89	10	exchange	exchange	NOUN
ape-40048	89	11	rates	rate	NOUN
ape-40048	89	12	and	and	CCONJ
ape-40048	89	13	inflation	inflation	NOUN
ape-40048	89	14	rates	rate	NOUN
ape-40048	89	15	directly	directly	ADV
ape-40048	89	16	affect	affect	VERB
ape-40048	89	17	tourism	tourism	NOUN
ape-40048	89	18	costs	cost	NOUN
ape-40048	89	19	and	and	CCONJ
ape-40048	89	20	consumer	consumer	NOUN
ape-40048	89	21	purchasing	purchasing	NOUN
ape-40048	89	22	power	power	NOUN
ape-40048	89	23	,	,	PUNCT
ape-40048	89	24	thereby	thereby	ADV
ape-40048	89	25	influencing	influence	VERB
ape-40048	89	26	the	the	DET
ape-40048	89	27	size	size	NOUN
ape-40048	89	28	and	and	CCONJ
ape-40048	89	29	structure	structure	NOUN
ape-40048	89	30	of	of	ADP
ape-40048	89	31	tourism	tourism	NOUN
ape-40048	89	32	demand	demand	NOUN
ape-40048	89	33	.	.	PUNCT
ape-40048	90	1	secondly	secondly	ADV
ape-40048	90	2	,	,	PUNCT
ape-40048	90	3	social	social	ADJ
ape-40048	90	4	factors	factor	NOUN
ape-40048	90	5	include	include	VERB
ape-40048	90	6	demographic	demographic	ADJ
ape-40048	90	7	structure	structure	NOUN
ape-40048	90	8	,	,	PUNCT
ape-40048	90	9	social	social	ADJ
ape-40048	90	10	culture	culture	NOUN
ape-40048	90	11	,	,	PUNCT
ape-40048	90	12	lifestyle	lifestyle	NOUN
ape-40048	90	13	,	,	PUNCT
ape-40048	90	14	etc	etc	X
ape-40048	90	15	.	.	X
ape-40048	90	16	,	,	PUNCT
ape-40048	90	17	which	which	PRON
ape-40048	90	18	have	have	VERB
ape-40048	90	19	significant	significant	ADJ
ape-40048	90	20	impacts	impact	NOUN
ape-40048	90	21	on	on	ADP
ape-40048	90	22	tourism	tourism	NOUN
ape-40048	90	23	demand	demand	NOUN
ape-40048	90	24	.	.	PUNCT
ape-40048	91	1	with	with	ADP
ape-40048	91	2	the	the	DET
ape-40048	91	3	aging	age	VERB
ape-40048	91	4	population	population	NOUN
ape-40048	91	5	and	and	CCONJ
ape-40048	91	6	changes	change	NOUN
ape-40048	91	7	in	in	ADP
ape-40048	91	8	demographic	demographic	ADJ
ape-40048	91	9	structure	structure	NOUN
ape-40048	91	10	,	,	PUNCT
ape-40048	91	11	the	the	DET
ape-40048	91	12	demand	demand	NOUN
ape-40048	91	13	for	for	ADP
ape-40048	91	14	special	special	ADJ
ape-40048	91	15	tourism	tourism	NOUN
ape-40048	91	16	products	product	NOUN
ape-40048	91	17	such	such	ADJ
ape-40048	91	18	as	as	ADP
ape-40048	91	19	elderly	elderly	ADJ
ape-40048	91	20	tourism	tourism	NOUN
ape-40048	91	21	and	and	CCONJ
ape-40048	91	22	health	health	NOUN
ape-40048	91	23	tourism	tourism	NOUN
ape-40048	91	24	is	be	AUX
ape-40048	91	25	gradually	gradually	ADV
ape-40048	91	26	increasing	increase	VERB
ape-40048	91	27	.	.	PUNCT
ape-40048	92	1	meanwhile	meanwhile	ADV
ape-40048	92	2	,	,	PUNCT
ape-40048	92	3	the	the	DET
ape-40048	92	4	demand	demand	NOUN
ape-40048	92	5	for	for	ADP
ape-40048	92	6	cultural	cultural	ADJ
ape-40048	92	7	experiences	experience	NOUN
ape-40048	92	8	,	,	PUNCT
ape-40048	92	9	ecological	ecological	ADJ
ape-40048	92	10	environment	environment	NOUN
ape-40048	92	11	protection	protection	NOUN
ape-40048	92	12	,	,	PUNCT
ape-40048	92	13	etc	etc	X
ape-40048	92	14	.	.	X
ape-40048	92	15	,	,	PUNCT
ape-40048	92	16	is	be	AUX
ape-40048	92	17	becoming	become	VERB
ape-40048	92	18	increasingly	increasingly	ADV
ape-40048	92	19	prominent	prominent	ADJ
ape-40048	92	20	,	,	PUNCT
ape-40048	92	21	which	which	PRON
ape-40048	92	22	affects	affect	VERB
ape-40048	92	23	the	the	DET
ape-40048	92	24	choice	choice	NOUN
ape-40048	92	25	of	of	ADP
ape-40048	92	26	tourist	tourist	NOUN
ape-40048	92	27	destinations	destination	NOUN
ape-40048	92	28	and	and	CCONJ
ape-40048	92	29	the	the	DET
ape-40048	92	30	design	design	NOUN
ape-40048	92	31	of	of	ADP
ape-40048	92	32	tourism	tourism	NOUN
ape-40048	92	33	products	product	NOUN
ape-40048	92	34	.	.	PUNCT
ape-40048	93	1	policy	policy	NOUN
ape-40048	93	2	factors	factor	NOUN
ape-40048	93	3	are	be	AUX
ape-40048	93	4	one	one	NUM
ape-40048	93	5	of	of	ADP
ape-40048	93	6	the	the	DET
ape-40048	93	7	important	important	ADJ
ape-40048	93	8	external	external	ADJ
ape-40048	93	9	environmental	environmental	ADJ
ape-40048	93	10	factors	factor	NOUN
ape-40048	93	11	affecting	affect	VERB
ape-40048	93	12	the	the	DET
ape-40048	93	13	tourism	tourism	NOUN
ape-40048	93	14	market	market	NOUN
ape-40048	93	15	.	.	PUNCT
ape-40048	94	1	government	government	NOUN
ape-40048	94	2	tourism	tourism	NOUN
ape-40048	94	3	policies	policy	NOUN
ape-40048	94	4	,	,	PUNCT
ape-40048	94	5	visa	visa	NOUN
ape-40048	94	6	policies	policy	NOUN
ape-40048	94	7	,	,	PUNCT
ape-40048	94	8	tax	tax	NOUN
ape-40048	94	9	policies	policy	NOUN
ape-40048	94	10	,	,	PUNCT
ape-40048	94	11	etc	etc	X
ape-40048	94	12	.	.	X
ape-40048	94	13	,	,	PUNCT
ape-40048	94	14	directly	directly	ADV
ape-40048	94	15	affect	affect	VERB
ape-40048	94	16	the	the	DET
ape-40048	94	17	scale	scale	NOUN
ape-40048	94	18	and	and	CCONJ
ape-40048	94	19	structure	structure	NOUN
ape-40048	94	20	of	of	ADP
ape-40048	94	21	the	the	DET
ape-40048	94	22	tourism	tourism	NOUN
ape-40048	94	23	market	market	NOUN
ape-40048	94	24	.	.	PUNCT
ape-40048	95	1	for	for	ADP
ape-40048	95	2	example	example	NOUN
ape-40048	95	3	,	,	PUNCT
ape-40048	95	4	tourism	tourism	NOUN
ape-40048	95	5	subsidy	subsidy	NOUN
ape-40048	95	6	policies	policy	NOUN
ape-40048	95	7	and	and	CCONJ
ape-40048	95	8	promotional	promotional	ADJ
ape-40048	95	9	activities	activity	NOUN
ape-40048	95	10	of	of	ADP
ape-40048	95	11	tourist	tourist	NOUN
ape-40048	95	12	destinations	destination	NOUN
ape-40048	95	13	affect	affect	VERB
ape-40048	95	14	changes	change	NOUN
ape-40048	95	15	in	in	ADP
ape-40048	95	16	tourism	tourism	NOUN
ape-40048	95	17	demand	demand	NOUN
ape-40048	95	18	and	and	CCONJ
ape-40048	95	19	the	the	DET
ape-40048	95	20	competitive	competitive	ADJ
ape-40048	95	21	landscape	landscape	NOUN
ape-40048	95	22	of	of	ADP
ape-40048	95	23	the	the	DET
ape-40048	95	24	market	market	NOUN
ape-40048	95	25	.	.	PUNCT
ape-40048	96	1	finally	finally	ADV
ape-40048	96	2	,	,	PUNCT
ape-40048	96	3	technological	technological	ADJ
ape-40048	96	4	factors	factor	NOUN
ape-40048	96	5	have	have	VERB
ape-40048	96	6	profound	profound	ADJ
ape-40048	96	7	impacts	impact	NOUN
ape-40048	96	8	on	on	ADP
ape-40048	96	9	tourism	tourism	NOUN
ape-40048	96	10	demand	demand	NOUN
ape-40048	96	11	.	.	PUNCT
ape-40048	97	1	the	the	DET
ape-40048	97	2	popularity	popularity	NOUN
ape-40048	97	3	of	of	ADP
ape-40048	97	4	the	the	DET
ape-40048	97	5	internet	internet	NOUN
ape-40048	97	6	and	and	CCONJ
ape-40048	97	7	mobile	mobile	ADJ
ape-40048	97	8	communication	communication	NOUN
ape-40048	97	9	technology	technology	NOUN
ape-40048	97	10	has	have	AUX
ape-40048	97	11	made	make	VERB
ape-40048	97	12	tourism	tourism	NOUN
ape-40048	97	13	information	information	NOUN
ape-40048	97	14	acquisition	acquisition	NOUN
ape-40048	97	15	,	,	PUNCT
ape-40048	97	16	booking	booking	NOUN
ape-40048	97	17	,	,	PUNCT
ape-40048	97	18	payment	payment	NOUN
ape-40048	97	19	,	,	PUNCT
ape-40048	97	20	etc	etc	X
ape-40048	97	21	.	.	X
ape-40048	97	22	,	,	PUNCT
ape-40048	97	23	more	more	ADV
ape-40048	97	24	convenient	convenient	ADJ
ape-40048	97	25	,	,	PUNCT
ape-40048	97	26	driving	drive	VERB
ape-40048	97	27	the	the	DET
ape-40048	97	28	growth	growth	NOUN
ape-40048	97	29	of	of	ADP
ape-40048	97	30	tourism	tourism	NOUN
ape-40048	97	31	consumption	consumption	NOUN
ape-40048	97	32	and	and	CCONJ
ape-40048	97	33	market	market	NOUN
ape-40048	97	34	expansion	expansion	NOUN
ape-40048	97	35	.	.	PUNCT
ape-40048	98	1	meanwhile	meanwhile	ADV
ape-40048	98	2	,	,	PUNCT
ape-40048	98	3	the	the	DET
ape-40048	98	4	application	application	NOUN
ape-40048	98	5	of	of	ADP
ape-40048	98	6	new	new	ADJ
ape-40048	98	7	technologies	technology	NOUN
ape-40048	98	8	,	,	PUNCT
ape-40048	98	9	such	such	ADJ
ape-40048	98	10	as	as	ADP
ape-40048	98	11	virtual	virtual	ADJ
ape-40048	98	12	reality	reality	NOUN
ape-40048	98	13	and	and	CCONJ
ape-40048	98	14	artificial	artificial	ADJ
ape-40048	98	15	intelligence	intelligence	NOUN
ape-40048	98	16	,	,	PUNCT
ape-40048	98	17	brings	bring	VERB
ape-40048	98	18	new	new	ADJ
ape-40048	98	19	development	development	NOUN
ape-40048	98	20	opportunities	opportunity	NOUN
ape-40048	98	21	and	and	CCONJ
ape-40048	98	22	challenges	challenge	NOUN
ape-40048	98	23	to	to	ADP
ape-40048	98	24	the	the	DET
ape-40048	98	25	tourism	tourism	NOUN
ape-40048	98	26	industry	industry	NOUN
ape-40048	98	27	.	.	PUNCT
ape-40048	99	1	in	in	ADP
ape-40048	99	2	summary	summary	NOUN
ape-40048	99	3	,	,	PUNCT
ape-40048	99	4	tourism	tourism	NOUN
ape-40048	99	5	demand	demand	NOUN
ape-40048	99	6	is	be	AUX
ape-40048	99	7	influenced	influence	VERB
ape-40048	99	8	by	by	ADP
ape-40048	99	9	a	a	DET
ape-40048	99	10	variety	variety	NOUN
ape-40048	99	11	of	of	ADP
ape-40048	99	12	factors	factor	NOUN
ape-40048	99	13	,	,	PUNCT
ape-40048	99	14	and	and	CCONJ
ape-40048	99	15	understanding	understanding	NOUN
ape-40048	99	16	and	and	CCONJ
ape-40048	99	17	analyzing	analyze	VERB
ape-40048	99	18	these	these	DET
ape-40048	99	19	influencing	influence	VERB
ape-40048	99	20	factors	factor	NOUN
ape-40048	99	21	is	be	AUX
ape-40048	99	22	crucial	crucial	ADJ
ape-40048	99	23	for	for	ADP
ape-40048	99	24	grasping	grasp	VERB
ape-40048	99	25	market	market	NOUN
ape-40048	99	26	dynamics	dynamic	NOUN
ape-40048	99	27	and	and	CCONJ
ape-40048	99	28	future	future	ADJ
ape-40048	99	29	development	development	NOUN
ape-40048	99	30	trends	trend	NOUN
ape-40048	99	31	(	(	PUNCT
ape-40048	99	32	song	song	NOUN
ape-40048	99	33	,	,	PUNCT
ape-40048	99	34	stephen	stephen	PROPN
ape-40048	99	35	,	,	PUNCT
ape-40048	99	36	&	&	CCONJ
ape-40048	99	37	zhang	zhang	PROPN
ape-40048	99	38	,	,	PUNCT
ape-40048	99	39	2008	2008	NUM
ape-40048	99	40	)	)	PUNCT
ape-40048	99	41	.	.	PUNCT
ape-40048	100	1	4.3	4.3	NUM
ape-40048	100	2	discussion	discussion	NOUN
ape-40048	100	3	of	of	ADP
ape-40048	100	4	possibilities	possibility	NOUN
ape-40048	100	5	and	and	CCONJ
ape-40048	100	6	trends	trend	NOUN
ape-40048	100	7	in	in	ADP
ape-40048	100	8	market	market	NOUN
ape-40048	100	9	trends	trend	NOUN
ape-40048	100	10	through	through	ADP
ape-40048	100	11	the	the	DET
ape-40048	100	12	analysis	analysis	NOUN
ape-40048	100	13	of	of	ADP
ape-40048	100	14	tourism	tourism	NOUN
ape-40048	100	15	demand	demand	NOUN
ape-40048	100	16	and	and	CCONJ
ape-40048	100	17	consideration	consideration	NOUN
ape-40048	100	18	of	of	ADP
ape-40048	100	19	influencing	influence	VERB
ape-40048	100	20	factors	factor	NOUN
ape-40048	100	21	,	,	PUNCT
ape-40048	100	22	we	we	PRON
ape-40048	100	23	can	can	AUX
ape-40048	100	24	discuss	discuss	VERB
ape-40048	100	25	the	the	DET
ape-40048	100	26	possibilities	possibility	NOUN
ape-40048	100	27	and	and	CCONJ
ape-40048	100	28	trends	trend	NOUN
ape-40048	100	29	of	of	ADP
ape-40048	100	30	the	the	DET
ape-40048	100	31	future	future	ADJ
ape-40048	100	32	tourism	tourism	NOUN
ape-40048	100	33	market	market	NOUN
ape-40048	100	34	.	.	PUNCT
ape-40048	101	1	here	here	ADV
ape-40048	101	2	are	be	AUX
ape-40048	101	3	some	some	PRON
ape-40048	101	4	of	of	ADP
ape-40048	101	5	our	our	PRON
ape-40048	101	6	viewpoints	viewpoint	NOUN
ape-40048	101	7	and	and	CCONJ
ape-40048	101	8	predictions	prediction	NOUN
ape-40048	101	9	:	:	PUNCT
ape-40048	101	10	firstly	firstly	ADV
ape-40048	101	11	,	,	PUNCT
ape-40048	101	12	with	with	ADP
ape-40048	101	13	the	the	DET
ape-40048	101	14	continued	continue	VERB
ape-40048	101	15	growth	growth	NOUN
ape-40048	101	16	of	of	ADP
ape-40048	101	17	the	the	DET
ape-40048	101	18	global	global	ADJ
ape-40048	101	19	economy	economy	NOUN
ape-40048	101	20	and	and	CCONJ
ape-40048	101	21	the	the	DET
ape-40048	101	22	improvement	improvement	NOUN
ape-40048	101	23	of	of	ADP
ape-40048	101	24	people	people	NOUN
ape-40048	101	25	's	's	PART
ape-40048	101	26	living	living	NOUN
ape-40048	101	27	standards	standard	NOUN
ape-40048	101	28	,	,	PUNCT
ape-40048	101	29	the	the	DET
ape-40048	101	30	tourism	tourism	NOUN
ape-40048	101	31	market	market	NOUN
ape-40048	101	32	will	will	AUX
ape-40048	101	33	maintain	maintain	VERB
ape-40048	101	34	a	a	DET
ape-40048	101	35	growth	growth	NOUN
ape-40048	101	36	trend	trend	NOUN
ape-40048	101	37	.	.	PUNCT
ape-40048	102	1	particularly	particularly	ADV
ape-40048	102	2	in	in	ADP
ape-40048	102	3	emerging	emerge	VERB
ape-40048	102	4	markets	market	NOUN
ape-40048	102	5	and	and	CCONJ
ape-40048	102	6	developing	develop	VERB
ape-40048	102	7	countries	country	NOUN
ape-40048	102	8	,	,	PUNCT
ape-40048	102	9	with	with	ADP
ape-40048	102	10	the	the	DET
ape-40048	102	11	increase	increase	NOUN
ape-40048	102	12	in	in	ADP
ape-40048	102	13	the	the	DET
ape-40048	102	14	middle	middle	ADJ
ape-40048	102	15	-	-	PUNCT
ape-40048	102	16	class	class	NOUN
ape-40048	102	17	population	population	NOUN
ape-40048	102	18	and	and	CCONJ
ape-40048	102	19	the	the	DET
ape-40048	102	20	change	change	NOUN
ape-40048	102	21	in	in	ADP
ape-40048	102	22	consumption	consumption	NOUN
ape-40048	102	23	concepts	concept	NOUN
ape-40048	102	24	,	,	PUNCT
ape-40048	102	25	tourism	tourism	NOUN
ape-40048	102	26	demand	demand	NOUN
ape-40048	102	27	will	will	AUX
ape-40048	102	28	continue	continue	VERB
ape-40048	102	29	to	to	PART
ape-40048	102	30	grow	grow	VERB
ape-40048	102	31	.	.	PUNCT
ape-40048	103	1	at	at	ADP
ape-40048	103	2	the	the	DET
ape-40048	103	3	same	same	ADJ
ape-40048	103	4	time	time	NOUN
ape-40048	103	5	,	,	PUNCT
ape-40048	103	6	the	the	DET
ape-40048	103	7	market	market	NOUN
ape-40048	103	8	potential	potential	NOUN
ape-40048	103	9	of	of	ADP
ape-40048	103	10	special	special	ADJ
ape-40048	103	11	tourism	tourism	NOUN
ape-40048	103	12	products	product	NOUN
ape-40048	103	13	such	such	ADJ
ape-40048	103	14	as	as	ADP
ape-40048	103	15	elderly	elderly	ADJ
ape-40048	103	16	tourism	tourism	NOUN
ape-40048	103	17	and	and	CCONJ
ape-40048	103	18	health	health	NOUN
ape-40048	103	19	tourism	tourism	NOUN
ape-40048	103	20	will	will	AUX
ape-40048	103	21	gradually	gradually	ADV
ape-40048	103	22	be	be	AUX
ape-40048	103	23	released	release	VERB
ape-40048	103	24	.	.	PUNCT
ape-40048	104	1	secondly	secondly	ADV
ape-40048	104	2	,	,	PUNCT
ape-40048	104	3	with	with	ADP
ape-40048	104	4	the	the	DET
ape-40048	104	5	advancement	advancement	NOUN
ape-40048	104	6	and	and	CCONJ
ape-40048	104	7	application	application	NOUN
ape-40048	104	8	of	of	ADP
ape-40048	104	9	technology	technology	NOUN
ape-40048	104	10	,	,	PUNCT
ape-40048	104	11	the	the	DET
ape-40048	104	12	tourism	tourism	NOUN
ape-40048	104	13	industry	industry	NOUN
ape-40048	104	14	will	will	AUX
ape-40048	104	15	usher	usher	PROPN
ape-40048	104	16	in	in	ADP
ape-40048	104	17	new	new	ADJ
ape-40048	104	18	development	development	NOUN
ape-40048	104	19	opportunities	opportunity	NOUN
ape-40048	104	20	and	and	CCONJ
ape-40048	104	21	challenges	challenge	NOUN
ape-40048	104	22	.	.	PUNCT
ape-40048	105	1	the	the	DET
ape-40048	105	2	prevalence	prevalence	NOUN
ape-40048	105	3	of	of	ADP
ape-40048	105	4	the	the	DET
ape-40048	105	5	internet	internet	NOUN
ape-40048	105	6	and	and	CCONJ
ape-40048	105	7	mobile	mobile	ADJ
ape-40048	105	8	communication	communication	NOUN
ape-40048	105	9	technology	technology	NOUN
ape-40048	105	10	has	have	AUX
ape-40048	105	11	made	make	VERB
ape-40048	105	12	tourism	tourism	NOUN
ape-40048	105	13	information	information	NOUN
ape-40048	105	14	acquisition	acquisition	NOUN
ape-40048	105	15	,	,	PUNCT
ape-40048	105	16	booking	booking	NOUN
ape-40048	105	17	,	,	PUNCT
ape-40048	105	18	payment	payment	NOUN
ape-40048	105	19	,	,	PUNCT
ape-40048	105	20	etc	etc	X
ape-40048	105	21	.	.	X
ape-40048	105	22	,	,	PUNCT
ape-40048	105	23	more	more	ADV
ape-40048	105	24	convenient	convenient	ADJ
ape-40048	105	25	,	,	PUNCT
ape-40048	105	26	driving	drive	VERB
ape-40048	105	27	the	the	DET
ape-40048	105	28	growth	growth	NOUN
ape-40048	105	29	of	of	ADP
ape-40048	105	30	tourism	tourism	NOUN
ape-40048	105	31	consumption	consumption	NOUN
ape-40048	105	32	and	and	CCONJ
ape-40048	105	33	market	market	NOUN
ape-40048	105	34	expansion	expansion	NOUN
ape-40048	105	35	.	.	PUNCT
ape-40048	106	1	meanwhile	meanwhile	ADV
ape-40048	106	2	,	,	PUNCT
ape-40048	106	3	the	the	DET
ape-40048	106	4	application	application	NOUN
ape-40048	106	5	of	of	ADP
ape-40048	106	6	new	new	ADJ
ape-40048	106	7	technologies	technology	NOUN
ape-40048	106	8	such	such	ADJ
ape-40048	106	9	as	as	ADP
ape-40048	106	10	virtual	virtual	ADJ
ape-40048	106	11	reality	reality	NOUN
ape-40048	106	12	and	and	CCONJ
ape-40048	106	13	artificial	artificial	ADJ
ape-40048	106	14	intelligence	intelligence	NOUN
ape-40048	106	15	will	will	AUX
ape-40048	106	16	bring	bring	VERB
ape-40048	106	17	more	more	ADJ
ape-40048	106	18	possibilities	possibility	NOUN
ape-40048	106	19	for	for	ADP
ape-40048	106	20	innovation	innovation	NOUN
ape-40048	106	21	in	in	ADP
ape-40048	106	22	tourism	tourism	NOUN
ape-40048	106	23	products	product	NOUN
ape-40048	106	24	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	106	25	advances	advance	NOUN
ape-40048	106	26	in	in	ADP
ape-40048	106	27	politics	politic	NOUN
ape-40048	106	28	and	and	CCONJ
ape-40048	106	29	economics	economic	NOUN
ape-40048	106	30	vol	vol	NOUN
ape-40048	106	31	.	.	PUNCT
ape-40048	107	1	7	7	NUM
ape-40048	107	2	,	,	PUNCT
ape-40048	107	3	no	no	INTJ
ape-40048	107	4	.	.	NOUN
ape-40048	107	5	2	2	NUM
ape-40048	107	6	,	,	PUNCT
ape-40048	107	7	2024	2024	NUM
ape-40048	107	8	published	publish	VERB
ape-40048	107	9	by	by	ADP
ape-40048	107	10	scholink	scholink	PROPN
ape-40048	107	11	inc	inc	PROPN
ape-40048	107	12	.	.	PROPN
ape-40048	107	13	208	208	NUM
ape-40048	107	14	and	and	CCONJ
ape-40048	107	15	services	service	NOUN
ape-40048	107	16	.	.	PUNCT
ape-40048	108	1	furthermore	furthermore	ADV
ape-40048	108	2	,	,	PUNCT
ape-40048	108	3	the	the	DET
ape-40048	108	4	trend	trend	NOUN
ape-40048	108	5	towards	towards	ADP
ape-40048	108	6	diversification	diversification	NOUN
ape-40048	108	7	and	and	CCONJ
ape-40048	108	8	personalization	personalization	NOUN
ape-40048	108	9	of	of	ADP
ape-40048	108	10	the	the	DET
ape-40048	108	11	tourism	tourism	NOUN
ape-40048	108	12	market	market	NOUN
ape-40048	108	13	will	will	AUX
ape-40048	108	14	be	be	AUX
ape-40048	108	15	further	far	ADV
ape-40048	108	16	strengthened	strengthen	VERB
ape-40048	108	17	.	.	PUNCT
ape-40048	109	1	consumers	consumer	NOUN
ape-40048	109	2	'	'	PART
ape-40048	109	3	demands	demand	NOUN
ape-40048	109	4	for	for	ADP
ape-40048	109	5	tourism	tourism	NOUN
ape-40048	109	6	products	product	NOUN
ape-40048	109	7	and	and	CCONJ
ape-40048	109	8	services	service	NOUN
ape-40048	109	9	are	be	AUX
ape-40048	109	10	becoming	become	VERB
ape-40048	109	11	increasingly	increasingly	ADV
ape-40048	109	12	diverse	diverse	ADJ
ape-40048	109	13	,	,	PUNCT
ape-40048	109	14	with	with	ADP
ape-40048	109	15	increasing	increase	VERB
ape-40048	109	16	emphasis	emphasis	NOUN
ape-40048	109	17	on	on	ADP
ape-40048	109	18	cultural	cultural	ADJ
ape-40048	109	19	experiences	experience	NOUN
ape-40048	109	20	,	,	PUNCT
ape-40048	109	21	ecological	ecological	ADJ
ape-40048	109	22	environments	environment	NOUN
ape-40048	109	23	,	,	PUNCT
ape-40048	109	24	personalized	personalized	ADJ
ape-40048	109	25	customization	customization	NOUN
ape-40048	109	26	,	,	PUNCT
ape-40048	109	27	etc	etc	X
ape-40048	109	28	.	.	X
ape-40048	109	29	therefore	therefore	ADV
ape-40048	109	30	,	,	PUNCT
ape-40048	109	31	tourism	tourism	NOUN
ape-40048	109	32	enterprises	enterprise	NOUN
ape-40048	109	33	need	need	VERB
ape-40048	109	34	to	to	PART
ape-40048	109	35	innovate	innovate	VERB
ape-40048	109	36	continuously	continuously	ADV
ape-40048	109	37	and	and	CCONJ
ape-40048	109	38	improve	improve	VERB
ape-40048	109	39	service	service	NOUN
ape-40048	109	40	quality	quality	NOUN
ape-40048	109	41	and	and	CCONJ
ape-40048	109	42	experiences	experience	NOUN
ape-40048	109	43	to	to	PART
ape-40048	109	44	meet	meet	VERB
ape-40048	109	45	the	the	DET
ape-40048	109	46	increasingly	increasingly	ADV
ape-40048	109	47	diverse	diverse	ADJ
ape-40048	109	48	needs	need	NOUN
ape-40048	109	49	of	of	ADP
ape-40048	109	50	consumers	consumer	NOUN
ape-40048	109	51	.	.	PUNCT
ape-40048	110	1	finally	finally	ADV
ape-40048	110	2	,	,	PUNCT
ape-40048	110	3	it	it	PRON
ape-40048	110	4	is	be	AUX
ape-40048	110	5	important	important	ADJ
ape-40048	110	6	to	to	PART
ape-40048	110	7	note	note	VERB
ape-40048	110	8	that	that	SCONJ
ape-40048	110	9	the	the	DET
ape-40048	110	10	development	development	NOUN
ape-40048	110	11	of	of	ADP
ape-40048	110	12	the	the	DET
ape-40048	110	13	tourism	tourism	NOUN
ape-40048	110	14	market	market	NOUN
ape-40048	110	15	is	be	AUX
ape-40048	110	16	influenced	influence	VERB
ape-40048	110	17	by	by	ADP
ape-40048	110	18	various	various	ADJ
ape-40048	110	19	factors	factor	NOUN
ape-40048	110	20	,	,	PUNCT
ape-40048	110	21	including	include	VERB
ape-40048	110	22	economic	economic	ADJ
ape-40048	110	23	conditions	condition	NOUN
ape-40048	110	24	,	,	PUNCT
ape-40048	110	25	policy	policy	NOUN
ape-40048	110	26	environments	environment	NOUN
ape-40048	110	27	,	,	PUNCT
ape-40048	110	28	social	social	ADJ
ape-40048	110	29	and	and	CCONJ
ape-40048	110	30	cultural	cultural	ADJ
ape-40048	110	31	factors	factor	NOUN
ape-40048	110	32	,	,	PUNCT
ape-40048	110	33	etc	etc	X
ape-40048	110	34	.	.	X
ape-40048	110	35	therefore	therefore	ADV
ape-40048	110	36	,	,	PUNCT
ape-40048	110	37	we	we	PRON
ape-40048	110	38	need	need	VERB
ape-40048	110	39	to	to	PART
ape-40048	110	40	closely	closely	ADV
ape-40048	110	41	monitor	monitor	VERB
ape-40048	110	42	changes	change	NOUN
ape-40048	110	43	in	in	ADP
ape-40048	110	44	the	the	DET
ape-40048	110	45	domestic	domestic	ADJ
ape-40048	110	46	and	and	CCONJ
ape-40048	110	47	international	international	ADJ
ape-40048	110	48	situation	situation	NOUN
ape-40048	110	49	and	and	CCONJ
ape-40048	110	50	flexibly	flexibly	ADV
ape-40048	110	51	adjust	adjust	VERB
ape-40048	110	52	market	market	NOUN
ape-40048	110	53	strategies	strategy	NOUN
ape-40048	110	54	and	and	CCONJ
ape-40048	110	55	operating	operating	NOUN
ape-40048	110	56	models	model	NOUN
ape-40048	110	57	to	to	PART
ape-40048	110	58	respond	respond	VERB
ape-40048	110	59	to	to	ADP
ape-40048	110	60	market	market	NOUN
ape-40048	110	61	uncertainties	uncertainty	NOUN
ape-40048	110	62	and	and	CCONJ
ape-40048	110	63	challenges	challenge	NOUN
ape-40048	110	64	.	.	PUNCT
ape-40048	111	1	in	in	ADP
ape-40048	111	2	summary	summary	NOUN
ape-40048	111	3	,	,	PUNCT
ape-40048	111	4	the	the	DET
ape-40048	111	5	future	future	ADJ
ape-40048	111	6	tourism	tourism	NOUN
ape-40048	111	7	market	market	NOUN
ape-40048	111	8	will	will	AUX
ape-40048	111	9	demonstrate	demonstrate	VERB
ape-40048	111	10	trends	trend	NOUN
ape-40048	111	11	of	of	ADP
ape-40048	111	12	steady	steady	ADJ
ape-40048	111	13	growth	growth	NOUN
ape-40048	111	14	,	,	PUNCT
ape-40048	111	15	technology	technology	NOUN
ape-40048	111	16	-	-	PUNCT
ape-40048	111	17	driven	drive	VERB
ape-40048	111	18	diversification	diversification	NOUN
ape-40048	111	19	,	,	PUNCT
ape-40048	111	20	and	and	CCONJ
ape-40048	111	21	personalization	personalization	NOUN
ape-40048	111	22	.	.	PUNCT
ape-40048	112	1	understanding	understanding	NOUN
ape-40048	112	2	and	and	CCONJ
ape-40048	112	3	grasping	grasp	VERB
ape-40048	112	4	these	these	DET
ape-40048	112	5	possibilities	possibility	NOUN
ape-40048	112	6	and	and	CCONJ
ape-40048	112	7	trends	trend	NOUN
ape-40048	112	8	in	in	ADP
ape-40048	112	9	market	market	NOUN
ape-40048	112	10	trends	trend	NOUN
ape-40048	112	11	is	be	AUX
ape-40048	112	12	of	of	ADP
ape-40048	112	13	great	great	ADJ
ape-40048	112	14	significance	significance	NOUN
ape-40048	112	15	for	for	ADP
ape-40048	112	16	formulating	formulate	VERB
ape-40048	112	17	effective	effective	ADJ
ape-40048	112	18	market	market	NOUN
ape-40048	112	19	strategies	strategy	NOUN
ape-40048	112	20	and	and	CCONJ
ape-40048	112	21	planning	plan	VERB
ape-40048	112	22	future	future	ADJ
ape-40048	112	23	development	development	NOUN
ape-40048	112	24	directions	direction	NOUN
ape-40048	112	25	.	.	PUNCT
ape-40048	113	1	5	5	X
ape-40048	113	2	.	.	NUM
ape-40048	113	3	limitations	limitation	NOUN
ape-40048	113	4	and	and	CCONJ
ape-40048	113	5	future	future	ADJ
ape-40048	113	6	outlook	outlook	NOUN
ape-40048	113	7	5.1	5.1	NUM
ape-40048	113	8	analyzing	analyze	VERB
ape-40048	113	9	the	the	DET
ape-40048	113	10	limitations	limitation	NOUN
ape-40048	113	11	and	and	CCONJ
ape-40048	113	12	shortcomings	shortcoming	NOUN
ape-40048	113	13	of	of	ADP
ape-40048	113	14	the	the	DET
ape-40048	113	15	study	study	NOUN
ape-40048	113	16	while	while	SCONJ
ape-40048	113	17	this	this	DET
ape-40048	113	18	study	study	NOUN
ape-40048	113	19	has	have	AUX
ape-40048	113	20	extensively	extensively	ADV
ape-40048	113	21	explored	explore	VERB
ape-40048	113	22	tourism	tourism	NOUN
ape-40048	113	23	demand	demand	NOUN
ape-40048	113	24	prediction	prediction	NOUN
ape-40048	113	25	and	and	CCONJ
ape-40048	113	26	future	future	ADJ
ape-40048	113	27	market	market	NOUN
ape-40048	113	28	trends	trend	NOUN
ape-40048	113	29	,	,	PUNCT
ape-40048	113	30	several	several	ADJ
ape-40048	113	31	limitations	limitation	NOUN
ape-40048	113	32	and	and	CCONJ
ape-40048	113	33	shortcomings	shortcoming	NOUN
ape-40048	113	34	need	need	VERB
ape-40048	113	35	to	to	PART
ape-40048	113	36	be	be	AUX
ape-40048	113	37	acknowledged	acknowledge	VERB
ape-40048	113	38	.	.	PUNCT
ape-40048	114	1	first	first	ADV
ape-40048	114	2	,	,	PUNCT
ape-40048	114	3	the	the	DET
ape-40048	114	4	data	datum	NOUN
ape-40048	114	5	and	and	CCONJ
ape-40048	114	6	methods	method	NOUN
ape-40048	114	7	employed	employ	VERB
ape-40048	114	8	in	in	ADP
ape-40048	114	9	this	this	DET
ape-40048	114	10	study	study	NOUN
ape-40048	114	11	may	may	AUX
ape-40048	114	12	have	have	VERB
ape-40048	114	13	limitations	limitation	NOUN
ape-40048	114	14	.	.	PUNCT
ape-40048	115	1	in	in	ADP
ape-40048	115	2	terms	term	NOUN
ape-40048	115	3	of	of	ADP
ape-40048	115	4	data	datum	NOUN
ape-40048	115	5	,	,	PUNCT
ape-40048	115	6	despite	despite	SCONJ
ape-40048	115	7	our	our	PRON
ape-40048	115	8	efforts	effort	NOUN
ape-40048	115	9	to	to	PART
ape-40048	115	10	collect	collect	VERB
ape-40048	115	11	diverse	diverse	ADJ
ape-40048	115	12	historical	historical	ADJ
ape-40048	115	13	tourism	tourism	NOUN
ape-40048	115	14	data	datum	NOUN
ape-40048	115	15	,	,	PUNCT
ape-40048	115	16	there	there	PRON
ape-40048	115	17	might	might	AUX
ape-40048	115	18	be	be	AUX
ape-40048	115	19	limitations	limitation	NOUN
ape-40048	115	20	regarding	regard	VERB
ape-40048	115	21	data	data	NOUN
ape-40048	115	22	completeness	completeness	NOUN
ape-40048	115	23	and	and	CCONJ
ape-40048	115	24	timeliness	timeliness	NOUN
ape-40048	115	25	,	,	PUNCT
ape-40048	115	26	potentially	potentially	ADV
ape-40048	115	27	failing	fail	VERB
ape-40048	115	28	to	to	PART
ape-40048	115	29	cover	cover	VERB
ape-40048	115	30	all	all	DET
ape-40048	115	31	regions	region	NOUN
ape-40048	115	32	and	and	CCONJ
ape-40048	115	33	periods	period	NOUN
ape-40048	115	34	comprehensively	comprehensively	ADV
ape-40048	115	35	.	.	PUNCT
ape-40048	116	1	regarding	regard	VERB
ape-40048	116	2	methods	method	NOUN
ape-40048	116	3	,	,	PUNCT
ape-40048	116	4	although	although	SCONJ
ape-40048	116	5	we	we	PRON
ape-40048	116	6	employed	employ	VERB
ape-40048	116	7	various	various	ADJ
ape-40048	116	8	quantitative	quantitative	ADJ
ape-40048	116	9	and	and	CCONJ
ape-40048	116	10	qualitative	qualitative	ADJ
ape-40048	116	11	analysis	analysis	NOUN
ape-40048	116	12	methods	method	NOUN
ape-40048	116	13	,	,	PUNCT
ape-40048	116	14	the	the	DET
ape-40048	116	15	establishment	establishment	NOUN
ape-40048	116	16	of	of	ADP
ape-40048	116	17	models	model	NOUN
ape-40048	116	18	and	and	CCONJ
ape-40048	116	19	predictive	predictive	ADJ
ape-40048	116	20	outcomes	outcome	NOUN
ape-40048	116	21	may	may	AUX
ape-40048	116	22	still	still	ADV
ape-40048	116	23	be	be	AUX
ape-40048	116	24	influenced	influence	VERB
ape-40048	116	25	by	by	ADP
ape-40048	116	26	data	datum	NOUN
ape-40048	116	27	quality	quality	NOUN
ape-40048	116	28	and	and	CCONJ
ape-40048	116	29	model	model	NOUN
ape-40048	116	30	assumptions	assumption	NOUN
ape-40048	116	31	,	,	PUNCT
ape-40048	116	32	leading	lead	VERB
ape-40048	116	33	to	to	ADP
ape-40048	116	34	potential	potential	ADJ
ape-40048	116	35	errors	error	NOUN
ape-40048	116	36	and	and	CCONJ
ape-40048	116	37	uncertainties	uncertainty	NOUN
ape-40048	116	38	.	.	PUNCT
ape-40048	117	1	secondly	secondly	ADV
ape-40048	117	2	,	,	PUNCT
ape-40048	117	3	while	while	SCONJ
ape-40048	117	4	this	this	DET
ape-40048	117	5	study	study	NOUN
ape-40048	117	6	analyzed	analyze	VERB
ape-40048	117	7	factors	factor	NOUN
ape-40048	117	8	influencing	influence	VERB
ape-40048	117	9	tourism	tourism	NOUN
ape-40048	117	10	demand	demand	NOUN
ape-40048	117	11	,	,	PUNCT
ape-40048	117	12	it	it	PRON
ape-40048	117	13	did	do	AUX
ape-40048	117	14	not	not	PART
ape-40048	117	15	comprehensively	comprehensively	ADV
ape-40048	117	16	consider	consider	VERB
ape-40048	117	17	all	all	DET
ape-40048	117	18	possible	possible	ADJ
ape-40048	117	19	factors	factor	NOUN
ape-40048	117	20	.	.	PUNCT
ape-40048	118	1	for	for	ADP
ape-40048	118	2	instance	instance	NOUN
ape-40048	118	3	,	,	PUNCT
ape-40048	118	4	factors	factor	NOUN
ape-40048	118	5	such	such	ADJ
ape-40048	118	6	as	as	ADP
ape-40048	118	7	culture	culture	NOUN
ape-40048	118	8	,	,	PUNCT
ape-40048	118	9	climate	climate	NOUN
ape-40048	118	10	,	,	PUNCT
ape-40048	118	11	and	and	CCONJ
ape-40048	118	12	natural	natural	ADJ
ape-40048	118	13	disasters	disaster	NOUN
ape-40048	118	14	also	also	ADV
ape-40048	118	15	significantly	significantly	ADV
ape-40048	118	16	impact	impact	VERB
ape-40048	118	17	tourism	tourism	NOUN
ape-40048	118	18	demand	demand	NOUN
ape-40048	118	19	,	,	PUNCT
ape-40048	118	20	but	but	CCONJ
ape-40048	118	21	this	this	DET
ape-40048	118	22	study	study	NOUN
ape-40048	118	23	did	do	AUX
ape-40048	118	24	not	not	PART
ape-40048	118	25	delve	delve	VERB
ape-40048	118	26	into	into	ADP
ape-40048	118	27	them	they	PRON
ape-40048	118	28	deeply	deeply	ADV
ape-40048	118	29	.	.	PUNCT
ape-40048	119	1	therefore	therefore	ADV
ape-40048	119	2	,	,	PUNCT
ape-40048	119	3	future	future	ADJ
ape-40048	119	4	research	research	NOUN
ape-40048	119	5	could	could	AUX
ape-40048	119	6	expand	expand	VERB
ape-40048	119	7	the	the	DET
ape-40048	119	8	scope	scope	NOUN
ape-40048	119	9	of	of	ADP
ape-40048	119	10	factors	factor	NOUN
ape-40048	119	11	considered	consider	VERB
ape-40048	119	12	to	to	PART
ape-40048	119	13	enhance	enhance	VERB
ape-40048	119	14	the	the	DET
ape-40048	119	15	comprehensiveness	comprehensiveness	NOUN
ape-40048	119	16	and	and	CCONJ
ape-40048	119	17	inclusivity	inclusivity	NOUN
ape-40048	119	18	of	of	ADP
ape-40048	119	19	the	the	DET
ape-40048	119	20	study	study	NOUN
ape-40048	119	21	.	.	PUNCT
ape-40048	120	1	additionally	additionally	ADV
ape-40048	120	2	,	,	PUNCT
ape-40048	120	3	this	this	DET
ape-40048	120	4	study	study	NOUN
ape-40048	120	5	primarily	primarily	ADV
ape-40048	120	6	focused	focus	VERB
ape-40048	120	7	on	on	ADP
ape-40048	120	8	quantitative	quantitative	ADJ
ape-40048	120	9	analysis	analysis	NOUN
ape-40048	120	10	,	,	PUNCT
ape-40048	120	11	lacking	lack	VERB
ape-40048	120	12	depth	depth	NOUN
ape-40048	120	13	and	and	CCONJ
ape-40048	120	14	breadth	breadth	NOUN
ape-40048	120	15	in	in	ADP
ape-40048	120	16	qualitative	qualitative	ADJ
ape-40048	120	17	research	research	NOUN
ape-40048	120	18	.	.	PUNCT
ape-40048	121	1	although	although	SCONJ
ape-40048	121	2	we	we	PRON
ape-40048	121	3	conducted	conduct	VERB
ape-40048	121	4	qualitative	qualitative	ADJ
ape-40048	121	5	research	research	NOUN
ape-40048	121	6	,	,	PUNCT
ape-40048	121	7	such	such	ADJ
ape-40048	121	8	as	as	ADP
ape-40048	121	9	expert	expert	ADJ
ape-40048	121	10	interviews	interview	NOUN
ape-40048	121	11	and	and	CCONJ
ape-40048	121	12	surveys	survey	NOUN
ape-40048	121	13	,	,	PUNCT
ape-40048	121	14	there	there	PRON
ape-40048	121	15	is	be	VERB
ape-40048	121	16	still	still	ADV
ape-40048	121	17	a	a	DET
ape-40048	121	18	need	need	NOUN
ape-40048	121	19	to	to	PART
ape-40048	121	20	strengthen	strengthen	VERB
ape-40048	121	21	our	our	PRON
ape-40048	121	22	understanding	understanding	NOUN
ape-40048	121	23	of	of	ADP
ape-40048	121	24	consumer	consumer	NOUN
ape-40048	121	25	behavior	behavior	NOUN
ape-40048	121	26	and	and	CCONJ
ape-40048	121	27	attitudes	attitude	NOUN
ape-40048	121	28	.	.	PUNCT
ape-40048	122	1	hence	hence	ADV
ape-40048	122	2	,	,	PUNCT
ape-40048	122	3	future	future	ADJ
ape-40048	122	4	research	research	NOUN
ape-40048	122	5	could	could	AUX
ape-40048	122	6	enhance	enhance	VERB
ape-40048	122	7	the	the	DET
ape-40048	122	8	design	design	NOUN
ape-40048	122	9	and	and	CCONJ
ape-40048	122	10	implementation	implementation	NOUN
ape-40048	122	11	of	of	ADP
ape-40048	122	12	qualitative	qualitative	ADJ
ape-40048	122	13	research	research	NOUN
ape-40048	122	14	to	to	PART
ape-40048	122	15	enrich	enrich	VERB
ape-40048	122	16	and	and	CCONJ
ape-40048	122	17	deepen	deepen	VERB
ape-40048	122	18	the	the	DET
ape-40048	122	19	understanding	understanding	NOUN
ape-40048	122	20	and	and	CCONJ
ape-40048	122	21	interpretation	interpretation	NOUN
ape-40048	122	22	of	of	ADP
ape-40048	122	23	tourism	tourism	NOUN
ape-40048	122	24	demand	demand	NOUN
ape-40048	122	25	.	.	PUNCT
ape-40048	123	1	in	in	ADP
ape-40048	123	2	summary	summary	NOUN
ape-40048	123	3	,	,	PUNCT
ape-40048	123	4	this	this	DET
ape-40048	123	5	study	study	NOUN
ape-40048	123	6	has	have	VERB
ape-40048	123	7	limitations	limitation	NOUN
ape-40048	123	8	in	in	ADP
ape-40048	123	9	data	datum	NOUN
ape-40048	123	10	and	and	CCONJ
ape-40048	123	11	methods	method	NOUN
ape-40048	123	12	,	,	PUNCT
ape-40048	123	13	incomplete	incomplete	ADJ
ape-40048	123	14	consideration	consideration	NOUN
ape-40048	123	15	of	of	ADP
ape-40048	123	16	influencing	influence	VERB
ape-40048	123	17	factors	factor	NOUN
ape-40048	123	18	,	,	PUNCT
ape-40048	123	19	and	and	CCONJ
ape-40048	123	20	deficiencies	deficiency	NOUN
ape-40048	123	21	in	in	ADP
ape-40048	123	22	qualitative	qualitative	ADJ
ape-40048	123	23	research	research	NOUN
ape-40048	123	24	.	.	PUNCT
ape-40048	124	1	therefore	therefore	ADV
ape-40048	124	2	,	,	PUNCT
ape-40048	124	3	in	in	ADP
ape-40048	124	4	future	future	ADJ
ape-40048	124	5	research	research	NOUN
ape-40048	124	6	,	,	PUNCT
ape-40048	124	7	we	we	PRON
ape-40048	124	8	will	will	AUX
ape-40048	124	9	further	far	ADV
ape-40048	124	10	refine	refine	VERB
ape-40048	124	11	the	the	DET
ape-40048	124	12	research	research	NOUN
ape-40048	124	13	design	design	NOUN
ape-40048	124	14	and	and	CCONJ
ape-40048	124	15	methods	method	NOUN
ape-40048	124	16	,	,	PUNCT
ape-40048	124	17	strengthen	strengthen	VERB
ape-40048	124	18	data	data	NOUN
ape-40048	124	19	collection	collection	NOUN
ape-40048	124	20	and	and	CCONJ
ape-40048	124	21	analysis	analysis	NOUN
ape-40048	124	22	,	,	PUNCT
ape-40048	124	23	and	and	CCONJ
ape-40048	124	24	expand	expand	VERB
ape-40048	124	25	the	the	DET
ape-40048	124	26	consideration	consideration	NOUN
ape-40048	124	27	of	of	ADP
ape-40048	124	28	influencing	influence	VERB
ape-40048	124	29	factors	factor	NOUN
ape-40048	124	30	to	to	PART
ape-40048	124	31	enhance	enhance	VERB
ape-40048	124	32	the	the	DET
ape-40048	124	33	scientific	scientific	ADJ
ape-40048	124	34	and	and	CCONJ
ape-40048	124	35	practical	practical	ADJ
ape-40048	124	36	value	value	NOUN
ape-40048	124	37	of	of	ADP
ape-40048	124	38	the	the	DET
ape-40048	124	39	research	research	NOUN
ape-40048	124	40	.	.	PUNCT
ape-40048	125	1	5.2	5.2	NUM
ape-40048	125	2	exploring	explore	VERB
ape-40048	125	3	future	future	ADJ
ape-40048	125	4	research	research	NOUN
ape-40048	125	5	directions	direction	NOUN
ape-40048	125	6	and	and	CCONJ
ape-40048	125	7	improvement	improvement	NOUN
ape-40048	125	8	possibilities	possibility	NOUN
ape-40048	125	9	in	in	ADP
ape-40048	125	10	response	response	NOUN
ape-40048	125	11	to	to	ADP
ape-40048	125	12	the	the	DET
ape-40048	125	13	limitations	limitation	NOUN
ape-40048	125	14	and	and	CCONJ
ape-40048	125	15	shortcomings	shortcoming	NOUN
ape-40048	125	16	of	of	ADP
ape-40048	125	17	this	this	DET
ape-40048	125	18	study	study	NOUN
ape-40048	125	19	,	,	PUNCT
ape-40048	125	20	we	we	PRON
ape-40048	125	21	propose	propose	VERB
ape-40048	125	22	several	several	ADJ
ape-40048	125	23	potential	potential	ADJ
ape-40048	125	24	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	125	25	advances	advance	NOUN
ape-40048	125	26	in	in	ADP
ape-40048	125	27	politics	politic	NOUN
ape-40048	125	28	and	and	CCONJ
ape-40048	125	29	economics	economic	NOUN
ape-40048	125	30	vol	vol	NOUN
ape-40048	125	31	.	.	PUNCT
ape-40048	126	1	7	7	NUM
ape-40048	126	2	,	,	PUNCT
ape-40048	126	3	no	no	INTJ
ape-40048	126	4	.	.	NOUN
ape-40048	126	5	2	2	NUM
ape-40048	126	6	,	,	PUNCT
ape-40048	126	7	2024	2024	NUM
ape-40048	126	8	published	publish	VERB
ape-40048	126	9	by	by	ADP
ape-40048	126	10	scholink	scholink	PROPN
ape-40048	126	11	inc	inc	PROPN
ape-40048	126	12	.	.	PROPN
ape-40048	126	13	209	209	NUM
ape-40048	126	14	improvements	improvement	NOUN
ape-40048	126	15	and	and	CCONJ
ape-40048	126	16	future	future	ADJ
ape-40048	126	17	research	research	NOUN
ape-40048	126	18	directions	direction	NOUN
ape-40048	126	19	.	.	PUNCT
ape-40048	127	1	firstly	firstly	ADV
ape-40048	127	2	,	,	PUNCT
ape-40048	127	3	future	future	ADJ
ape-40048	127	4	research	research	NOUN
ape-40048	127	5	could	could	AUX
ape-40048	127	6	further	far	ADV
ape-40048	127	7	improve	improve	VERB
ape-40048	127	8	data	data	NOUN
ape-40048	127	9	collection	collection	NOUN
ape-40048	127	10	and	and	CCONJ
ape-40048	127	11	analysis	analysis	NOUN
ape-40048	127	12	.	.	PUNCT
ape-40048	128	1	we	we	PRON
ape-40048	128	2	could	could	AUX
ape-40048	128	3	attempt	attempt	VERB
ape-40048	128	4	to	to	PART
ape-40048	128	5	obtain	obtain	VERB
ape-40048	128	6	more	more	ADV
ape-40048	128	7	comprehensive	comprehensive	ADJ
ape-40048	128	8	and	and	CCONJ
ape-40048	128	9	timely	timely	ADJ
ape-40048	128	10	tourism	tourism	NOUN
ape-40048	128	11	data	datum	NOUN
ape-40048	128	12	,	,	PUNCT
ape-40048	128	13	including	include	VERB
ape-40048	128	14	big	big	ADJ
ape-40048	128	15	data	datum	NOUN
ape-40048	128	16	obtained	obtain	VERB
ape-40048	128	17	through	through	ADP
ape-40048	128	18	new	new	ADJ
ape-40048	128	19	technological	technological	ADJ
ape-40048	128	20	means	mean	NOUN
ape-40048	128	21	,	,	PUNCT
ape-40048	128	22	mobile	mobile	ADJ
ape-40048	128	23	device	device	NOUN
ape-40048	128	24	trajectory	trajectory	NOUN
ape-40048	128	25	data	datum	NOUN
ape-40048	128	26	,	,	PUNCT
ape-40048	128	27	etc	etc	X
ape-40048	128	28	.	.	X
ape-40048	128	29	,	,	PUNCT
ape-40048	128	30	to	to	PART
ape-40048	128	31	enhance	enhance	VERB
ape-40048	128	32	the	the	DET
ape-40048	128	33	accuracy	accuracy	NOUN
ape-40048	128	34	and	and	CCONJ
ape-40048	128	35	predictive	predictive	ADJ
ape-40048	128	36	capability	capability	NOUN
ape-40048	128	37	of	of	ADP
ape-40048	128	38	the	the	DET
ape-40048	128	39	forecasting	forecasting	NOUN
ape-40048	128	40	model	model	NOUN
ape-40048	128	41	.	.	PUNCT
ape-40048	129	1	moreover	moreover	ADV
ape-40048	129	2	,	,	PUNCT
ape-40048	129	3	advanced	advanced	ADJ
ape-40048	129	4	data	datum	NOUN
ape-40048	129	5	analysis	analysis	NOUN
ape-40048	129	6	techniques	technique	NOUN
ape-40048	129	7	such	such	ADJ
ape-40048	129	8	as	as	ADP
ape-40048	129	9	machine	machine	NOUN
ape-40048	129	10	learning	learning	NOUN
ape-40048	129	11	and	and	CCONJ
ape-40048	129	12	deep	deep	ADJ
ape-40048	129	13	learning	learning	NOUN
ape-40048	129	14	could	could	AUX
ape-40048	129	15	be	be	AUX
ape-40048	129	16	introduced	introduce	VERB
ape-40048	129	17	to	to	PART
ape-40048	129	18	improve	improve	VERB
ape-40048	129	19	the	the	DET
ape-40048	129	20	predictive	predictive	ADJ
ape-40048	129	21	accuracy	accuracy	NOUN
ape-40048	129	22	and	and	CCONJ
ape-40048	129	23	robustness	robustness	NOUN
ape-40048	129	24	of	of	ADP
ape-40048	129	25	the	the	DET
ape-40048	129	26	model	model	NOUN
ape-40048	129	27	.	.	PUNCT
ape-40048	130	1	secondly	secondly	ADV
ape-40048	130	2	,	,	PUNCT
ape-40048	130	3	future	future	ADJ
ape-40048	130	4	research	research	NOUN
ape-40048	130	5	could	could	AUX
ape-40048	130	6	enhance	enhance	VERB
ape-40048	130	7	the	the	DET
ape-40048	130	8	comprehensive	comprehensive	ADJ
ape-40048	130	9	analysis	analysis	NOUN
ape-40048	130	10	of	of	ADP
ape-40048	130	11	influencing	influence	VERB
ape-40048	130	12	factors	factor	NOUN
ape-40048	130	13	.	.	PUNCT
ape-40048	131	1	in	in	ADP
ape-40048	131	2	addition	addition	NOUN
ape-40048	131	3	to	to	ADP
ape-40048	131	4	economic	economic	ADJ
ape-40048	131	5	,	,	PUNCT
ape-40048	131	6	social	social	ADJ
ape-40048	131	7	,	,	PUNCT
ape-40048	131	8	policy	policy	NOUN
ape-40048	131	9	,	,	PUNCT
ape-40048	131	10	and	and	CCONJ
ape-40048	131	11	technological	technological	ADJ
ape-40048	131	12	factors	factor	NOUN
ape-40048	131	13	,	,	PUNCT
ape-40048	131	14	other	other	ADJ
ape-40048	131	15	potential	potential	ADJ
ape-40048	131	16	factors	factor	NOUN
ape-40048	131	17	affecting	affect	VERB
ape-40048	131	18	tourism	tourism	NOUN
ape-40048	131	19	demand	demand	NOUN
ape-40048	131	20	,	,	PUNCT
ape-40048	131	21	such	such	ADJ
ape-40048	131	22	as	as	ADP
ape-40048	131	23	culture	culture	NOUN
ape-40048	131	24	,	,	PUNCT
ape-40048	131	25	climate	climate	NOUN
ape-40048	131	26	,	,	PUNCT
ape-40048	131	27	and	and	CCONJ
ape-40048	131	28	natural	natural	ADJ
ape-40048	131	29	disasters	disaster	NOUN
ape-40048	131	30	,	,	PUNCT
ape-40048	131	31	could	could	AUX
ape-40048	131	32	be	be	AUX
ape-40048	131	33	considered	consider	VERB
ape-40048	131	34	.	.	PUNCT
ape-40048	132	1	system	system	NOUN
ape-40048	132	2	dynamics	dynamic	NOUN
ape-40048	132	3	modeling	modeling	NOUN
ape-40048	132	4	,	,	PUNCT
ape-40048	132	5	factor	factor	NOUN
ape-40048	132	6	analysis	analysis	NOUN
ape-40048	132	7	,	,	PUNCT
ape-40048	132	8	and	and	CCONJ
ape-40048	132	9	other	other	ADJ
ape-40048	132	10	methods	method	NOUN
ape-40048	132	11	could	could	AUX
ape-40048	132	12	be	be	AUX
ape-40048	132	13	employed	employ	VERB
ape-40048	132	14	to	to	PART
ape-40048	132	15	delve	delve	VERB
ape-40048	132	16	into	into	ADP
ape-40048	132	17	the	the	DET
ape-40048	132	18	interactions	interaction	NOUN
ape-40048	132	19	and	and	CCONJ
ape-40048	132	20	relationships	relationship	NOUN
ape-40048	132	21	among	among	ADP
ape-40048	132	22	various	various	ADJ
ape-40048	132	23	factors	factor	NOUN
ape-40048	132	24	to	to	PART
ape-40048	132	25	better	well	ADV
ape-40048	132	26	grasp	grasp	VERB
ape-40048	132	27	the	the	DET
ape-40048	132	28	dynamic	dynamic	ADJ
ape-40048	132	29	changes	change	NOUN
ape-40048	132	30	in	in	ADP
ape-40048	132	31	the	the	DET
ape-40048	132	32	market	market	NOUN
ape-40048	132	33	.	.	PUNCT
ape-40048	133	1	furthermore	furthermore	ADV
ape-40048	133	2	,	,	PUNCT
ape-40048	133	3	future	future	ADJ
ape-40048	133	4	research	research	NOUN
ape-40048	133	5	could	could	AUX
ape-40048	133	6	strengthen	strengthen	VERB
ape-40048	133	7	the	the	DET
ape-40048	133	8	design	design	NOUN
ape-40048	133	9	and	and	CCONJ
ape-40048	133	10	implementation	implementation	NOUN
ape-40048	133	11	of	of	ADP
ape-40048	133	12	qualitative	qualitative	ADJ
ape-40048	133	13	research	research	NOUN
ape-40048	133	14	.	.	PUNCT
ape-40048	134	1	more	more	ADJ
ape-40048	134	2	expert	expert	ADJ
ape-40048	134	3	interviews	interview	NOUN
ape-40048	134	4	,	,	PUNCT
ape-40048	134	5	focus	focus	NOUN
ape-40048	134	6	group	group	NOUN
ape-40048	134	7	discussions	discussion	NOUN
ape-40048	134	8	,	,	PUNCT
ape-40048	134	9	and	and	CCONJ
ape-40048	134	10	other	other	ADJ
ape-40048	134	11	qualitative	qualitative	ADJ
ape-40048	134	12	research	research	NOUN
ape-40048	134	13	could	could	AUX
ape-40048	134	14	be	be	AUX
ape-40048	134	15	conducted	conduct	VERB
ape-40048	134	16	to	to	PART
ape-40048	134	17	gain	gain	VERB
ape-40048	134	18	deeper	deep	ADJ
ape-40048	134	19	insights	insight	NOUN
ape-40048	134	20	into	into	ADP
ape-40048	134	21	consumer	consumer	NOUN
ape-40048	134	22	needs	need	NOUN
ape-40048	134	23	,	,	PUNCT
ape-40048	134	24	preferences	preference	NOUN
ape-40048	134	25	,	,	PUNCT
ape-40048	134	26	and	and	CCONJ
ape-40048	134	27	behaviors	behavior	NOUN
ape-40048	134	28	,	,	PUNCT
ape-40048	134	29	providing	provide	VERB
ape-40048	134	30	richer	rich	ADJ
ape-40048	134	31	and	and	CCONJ
ape-40048	134	32	more	more	ADV
ape-40048	134	33	profound	profound	ADJ
ape-40048	134	34	explanations	explanation	NOUN
ape-40048	134	35	for	for	ADP
ape-40048	134	36	quantitative	quantitative	ADJ
ape-40048	134	37	analysis	analysis	NOUN
ape-40048	134	38	.	.	PUNCT
ape-40048	135	1	additionally	additionally	ADV
ape-40048	135	2	,	,	PUNCT
ape-40048	135	3	scenario	scenario	NOUN
ape-40048	135	4	analysis	analysis	NOUN
ape-40048	135	5	,	,	PUNCT
ape-40048	135	6	case	case	NOUN
ape-40048	135	7	studies	study	NOUN
ape-40048	135	8	,	,	PUNCT
ape-40048	135	9	and	and	CCONJ
ape-40048	135	10	other	other	ADJ
ape-40048	135	11	methods	method	NOUN
ape-40048	135	12	could	could	AUX
ape-40048	135	13	be	be	AUX
ape-40048	135	14	used	use	VERB
ape-40048	135	15	to	to	PART
ape-40048	135	16	conduct	conduct	VERB
ape-40048	135	17	in	in	ADP
ape-40048	135	18	-	-	PUNCT
ape-40048	135	19	depth	depth	NOUN
ape-40048	135	20	analyses	analysis	NOUN
ape-40048	135	21	of	of	ADP
ape-40048	135	22	tourism	tourism	NOUN
ape-40048	135	23	demand	demand	NOUN
ape-40048	135	24	under	under	ADP
ape-40048	135	25	different	different	ADJ
ape-40048	135	26	market	market	NOUN
ape-40048	135	27	environments	environment	NOUN
ape-40048	135	28	,	,	PUNCT
ape-40048	135	29	providing	provide	VERB
ape-40048	135	30	practical	practical	ADJ
ape-40048	135	31	guidance	guidance	NOUN
ape-40048	135	32	for	for	ADP
ape-40048	135	33	market	market	NOUN
ape-40048	135	34	positioning	positioning	NOUN
ape-40048	135	35	and	and	CCONJ
ape-40048	135	36	product	product	NOUN
ape-40048	135	37	design	design	NOUN
ape-40048	135	38	for	for	ADP
ape-40048	135	39	tourism	tourism	NOUN
ape-40048	135	40	enterprises	enterprise	NOUN
ape-40048	135	41	.	.	PUNCT
ape-40048	136	1	finally	finally	ADV
ape-40048	136	2	,	,	PUNCT
ape-40048	136	3	future	future	ADJ
ape-40048	136	4	research	research	NOUN
ape-40048	136	5	could	could	AUX
ape-40048	136	6	focus	focus	VERB
ape-40048	136	7	on	on	ADP
ape-40048	136	8	emerging	emerge	VERB
ape-40048	136	9	trends	trend	NOUN
ape-40048	136	10	and	and	CCONJ
ape-40048	136	11	challenges	challenge	NOUN
ape-40048	136	12	in	in	ADP
ape-40048	136	13	the	the	DET
ape-40048	136	14	tourism	tourism	NOUN
ape-40048	136	15	industry	industry	NOUN
ape-40048	136	16	.	.	PUNCT
ape-40048	137	1	with	with	ADP
ape-40048	137	2	changes	change	NOUN
ape-40048	137	3	in	in	ADP
ape-40048	137	4	people	people	NOUN
ape-40048	137	5	's	's	PART
ape-40048	137	6	lifestyles	lifestyle	NOUN
ape-40048	137	7	and	and	CCONJ
ape-40048	137	8	consumption	consumption	NOUN
ape-40048	137	9	attitudes	attitude	NOUN
ape-40048	137	10	,	,	PUNCT
ape-40048	137	11	the	the	DET
ape-40048	137	12	tourism	tourism	NOUN
ape-40048	137	13	industry	industry	NOUN
ape-40048	137	14	will	will	AUX
ape-40048	137	15	face	face	VERB
ape-40048	137	16	new	new	ADJ
ape-40048	137	17	opportunities	opportunity	NOUN
ape-40048	137	18	and	and	CCONJ
ape-40048	137	19	challenges	challenge	NOUN
ape-40048	137	20	,	,	PUNCT
ape-40048	137	21	such	such	ADJ
ape-40048	137	22	as	as	ADP
ape-40048	137	23	sustainable	sustainable	ADJ
ape-40048	137	24	development	development	NOUN
ape-40048	137	25	,	,	PUNCT
ape-40048	137	26	green	green	ADJ
ape-40048	137	27	tourism	tourism	NOUN
ape-40048	137	28	,	,	PUNCT
ape-40048	137	29	and	and	CCONJ
ape-40048	137	30	smart	smart	ADJ
ape-40048	137	31	tourism	tourism	NOUN
ape-40048	137	32	.	.	PUNCT
ape-40048	138	1	future	future	ADJ
ape-40048	138	2	research	research	NOUN
ape-40048	138	3	could	could	AUX
ape-40048	138	4	focus	focus	VERB
ape-40048	138	5	on	on	ADP
ape-40048	138	6	these	these	DET
ape-40048	138	7	emerging	emerge	VERB
ape-40048	138	8	areas	area	NOUN
ape-40048	138	9	,	,	PUNCT
ape-40048	138	10	exploring	explore	VERB
ape-40048	138	11	new	new	ADJ
ape-40048	138	12	research	research	NOUN
ape-40048	138	13	methods	method	NOUN
ape-40048	138	14	and	and	CCONJ
ape-40048	138	15	models	model	NOUN
ape-40048	138	16	,	,	PUNCT
ape-40048	138	17	and	and	CCONJ
ape-40048	138	18	contributing	contribute	VERB
ape-40048	138	19	to	to	ADP
ape-40048	138	20	the	the	DET
ape-40048	138	21	sustainable	sustainable	ADJ
ape-40048	138	22	development	development	NOUN
ape-40048	138	23	of	of	ADP
ape-40048	138	24	the	the	DET
ape-40048	138	25	tourism	tourism	NOUN
ape-40048	138	26	industry	industry	NOUN
ape-40048	138	27	.	.	PUNCT
ape-40048	139	1	in	in	ADP
ape-40048	139	2	conclusion	conclusion	NOUN
ape-40048	139	3	,	,	PUNCT
ape-40048	139	4	future	future	ADJ
ape-40048	139	5	research	research	NOUN
ape-40048	139	6	could	could	AUX
ape-40048	139	7	improve	improve	VERB
ape-40048	139	8	and	and	CCONJ
ape-40048	139	9	expand	expand	VERB
ape-40048	139	10	in	in	ADP
ape-40048	139	11	data	datum	NOUN
ape-40048	139	12	collection	collection	NOUN
ape-40048	139	13	and	and	CCONJ
ape-40048	139	14	analysis	analysis	NOUN
ape-40048	139	15	,	,	PUNCT
ape-40048	139	16	comprehensive	comprehensive	ADJ
ape-40048	139	17	analysis	analysis	NOUN
ape-40048	139	18	of	of	ADP
ape-40048	139	19	influencing	influence	VERB
ape-40048	139	20	factors	factor	NOUN
ape-40048	139	21	,	,	PUNCT
ape-40048	139	22	strengthening	strengthen	VERB
ape-40048	139	23	qualitative	qualitative	ADJ
ape-40048	139	24	research	research	NOUN
ape-40048	139	25	,	,	PUNCT
ape-40048	139	26	and	and	CCONJ
ape-40048	139	27	focusing	focus	VERB
ape-40048	139	28	on	on	ADP
ape-40048	139	29	new	new	ADJ
ape-40048	139	30	development	development	NOUN
ape-40048	139	31	trends	trend	NOUN
ape-40048	139	32	and	and	CCONJ
ape-40048	139	33	challenges	challenge	NOUN
ape-40048	139	34	.	.	PUNCT
ape-40048	140	1	these	these	DET
ape-40048	140	2	improvements	improvement	NOUN
ape-40048	140	3	and	and	CCONJ
ape-40048	140	4	expansions	expansion	NOUN
ape-40048	140	5	will	will	AUX
ape-40048	140	6	help	help	VERB
ape-40048	140	7	enhance	enhance	VERB
ape-40048	140	8	the	the	DET
ape-40048	140	9	scientific	scientific	ADJ
ape-40048	140	10	and	and	CCONJ
ape-40048	140	11	practical	practical	ADJ
ape-40048	140	12	value	value	NOUN
ape-40048	140	13	of	of	ADP
ape-40048	140	14	the	the	DET
ape-40048	140	15	research	research	NOUN
ape-40048	140	16	,	,	PUNCT
ape-40048	140	17	providing	provide	VERB
ape-40048	140	18	more	more	ADV
ape-40048	140	19	comprehensive	comprehensive	ADJ
ape-40048	140	20	and	and	CCONJ
ape-40048	140	21	in	in	ADP
ape-40048	140	22	-	-	PUNCT
ape-40048	140	23	depth	depth	NOUN
ape-40048	140	24	theoretical	theoretical	ADJ
ape-40048	140	25	support	support	NOUN
ape-40048	140	26	and	and	CCONJ
ape-40048	140	27	practical	practical	ADJ
ape-40048	140	28	guidance	guidance	NOUN
ape-40048	140	29	for	for	ADP
ape-40048	140	30	the	the	DET
ape-40048	140	31	development	development	NOUN
ape-40048	140	32	of	of	ADP
ape-40048	140	33	the	the	DET
ape-40048	140	34	tourism	tourism	NOUN
ape-40048	140	35	industry	industry	NOUN
ape-40048	140	36	.	.	PUNCT
ape-40048	141	1	6	6	X
ape-40048	141	2	.	.	X
ape-40048	141	3	conclusion	conclusion	NOUN
ape-40048	141	4	based	base	VERB
ape-40048	141	5	on	on	ADP
ape-40048	141	6	an	an	DET
ape-40048	141	7	in	in	ADP
ape-40048	141	8	-	-	PUNCT
ape-40048	141	9	depth	depth	NOUN
ape-40048	141	10	analysis	analysis	NOUN
ape-40048	141	11	of	of	ADP
ape-40048	141	12	tourism	tourism	NOUN
ape-40048	141	13	demand	demand	NOUN
ape-40048	141	14	and	and	CCONJ
ape-40048	141	15	a	a	DET
ape-40048	141	16	comprehensive	comprehensive	ADJ
ape-40048	141	17	consideration	consideration	NOUN
ape-40048	141	18	of	of	ADP
ape-40048	141	19	influencing	influence	VERB
ape-40048	141	20	factors	factor	NOUN
ape-40048	141	21	,	,	PUNCT
ape-40048	141	22	we	we	PRON
ape-40048	141	23	have	have	AUX
ape-40048	141	24	conducted	conduct	VERB
ape-40048	141	25	a	a	DET
ape-40048	141	26	comprehensive	comprehensive	ADJ
ape-40048	141	27	assessment	assessment	NOUN
ape-40048	141	28	of	of	ADP
ape-40048	141	29	the	the	DET
ape-40048	141	30	future	future	ADJ
ape-40048	141	31	trends	trend	NOUN
ape-40048	141	32	in	in	ADP
ape-40048	141	33	the	the	DET
ape-40048	141	34	tourism	tourism	NOUN
ape-40048	141	35	market	market	NOUN
ape-40048	141	36	.	.	PUNCT
ape-40048	142	1	firstly	firstly	ADV
ape-40048	142	2	,	,	PUNCT
ape-40048	142	3	we	we	PRON
ape-40048	142	4	predict	predict	VERB
ape-40048	142	5	that	that	SCONJ
ape-40048	142	6	the	the	DET
ape-40048	142	7	future	future	ADJ
ape-40048	142	8	tourism	tourism	NOUN
ape-40048	142	9	market	market	NOUN
ape-40048	142	10	will	will	AUX
ape-40048	142	11	continue	continue	VERB
ape-40048	142	12	to	to	PART
ape-40048	142	13	show	show	VERB
ape-40048	142	14	a	a	DET
ape-40048	142	15	growth	growth	NOUN
ape-40048	142	16	trend	trend	NOUN
ape-40048	142	17	.	.	PUNCT
ape-40048	143	1	the	the	DET
ape-40048	143	2	steady	steady	ADJ
ape-40048	143	3	growth	growth	NOUN
ape-40048	143	4	of	of	ADP
ape-40048	143	5	the	the	DET
ape-40048	143	6	global	global	ADJ
ape-40048	143	7	economy	economy	NOUN
ape-40048	143	8	and	and	CCONJ
ape-40048	143	9	the	the	DET
ape-40048	143	10	improvement	improvement	NOUN
ape-40048	143	11	of	of	ADP
ape-40048	143	12	people	people	NOUN
ape-40048	143	13	's	's	PART
ape-40048	143	14	living	living	NOUN
ape-40048	143	15	standards	standard	NOUN
ape-40048	143	16	will	will	AUX
ape-40048	143	17	promote	promote	VERB
ape-40048	143	18	the	the	DET
ape-40048	143	19	continuous	continuous	ADJ
ape-40048	143	20	increase	increase	NOUN
ape-40048	143	21	in	in	ADP
ape-40048	143	22	tourism	tourism	NOUN
ape-40048	143	23	demand	demand	NOUN
ape-40048	143	24	,	,	PUNCT
ape-40048	143	25	especially	especially	ADV
ape-40048	143	26	in	in	ADP
ape-40048	143	27	emerging	emerge	VERB
ape-40048	143	28	markets	market	NOUN
ape-40048	143	29	and	and	CCONJ
ape-40048	143	30	developing	develop	VERB
ape-40048	143	31	countries	country	NOUN
ape-40048	143	32	,	,	PUNCT
ape-40048	143	33	where	where	SCONJ
ape-40048	143	34	the	the	DET
ape-40048	143	35	rise	rise	NOUN
ape-40048	143	36	of	of	ADP
ape-40048	143	37	the	the	DET
ape-40048	143	38	middle	middle	ADJ
ape-40048	143	39	class	class	NOUN
ape-40048	143	40	and	and	CCONJ
ape-40048	143	41	changes	change	NOUN
ape-40048	143	42	in	in	ADP
ape-40048	143	43	consumption	consumption	NOUN
ape-40048	143	44	concepts	concept	NOUN
ape-40048	143	45	will	will	AUX
ape-40048	143	46	further	far	ADV
ape-40048	143	47	expand	expand	VERB
ape-40048	143	48	the	the	DET
ape-40048	143	49	tourism	tourism	NOUN
ape-40048	143	50	market	market	NOUN
ape-40048	143	51	.	.	PUNCT
ape-40048	144	1	secondly	secondly	ADV
ape-40048	144	2	,	,	PUNCT
ape-40048	144	3	technological	technological	ADJ
ape-40048	144	4	progress	progress	NOUN
ape-40048	144	5	will	will	AUX
ape-40048	144	6	be	be	AUX
ape-40048	144	7	a	a	DET
ape-40048	144	8	key	key	ADJ
ape-40048	144	9	driving	driving	NOUN
ape-40048	144	10	force	force	NOUN
ape-40048	144	11	for	for	ADP
ape-40048	144	12	the	the	DET
ape-40048	144	13	future	future	ADJ
ape-40048	144	14	development	development	NOUN
ape-40048	144	15	of	of	ADP
ape-40048	144	16	the	the	DET
ape-40048	144	17	tourism	tourism	NOUN
ape-40048	144	18	market	market	NOUN
ape-40048	144	19	.	.	PUNCT
ape-40048	145	1	the	the	DET
ape-40048	145	2	popularity	popularity	NOUN
ape-40048	145	3	of	of	ADP
ape-40048	145	4	the	the	DET
ape-40048	145	5	internet	internet	NOUN
ape-40048	145	6	and	and	CCONJ
ape-40048	145	7	mobile	mobile	ADJ
ape-40048	145	8	communication	communication	NOUN
ape-40048	145	9	technology	technology	NOUN
ape-40048	145	10	will	will	AUX
ape-40048	145	11	make	make	VERB
ape-40048	145	12	booking	booking	NOUN
ape-40048	145	13	and	and	CCONJ
ape-40048	145	14	experiencing	experience	VERB
ape-40048	145	15	tourism	tourism	NOUN
ape-40048	145	16	products	product	NOUN
ape-40048	145	17	more	more	ADV
ape-40048	145	18	convenient	convenient	ADJ
ape-40048	145	19	,	,	PUNCT
ape-40048	145	20	while	while	SCONJ
ape-40048	145	21	the	the	DET
ape-40048	145	22	application	application	NOUN
ape-40048	145	23	of	of	ADP
ape-40048	145	24	new	new	ADJ
ape-40048	145	25	technologies	technology	NOUN
ape-40048	145	26	www.scholink.org/ojs/index.php/ape	www.scholink.org/ojs/index.php/ape	NOUN
ape-40048	145	27	advances	advance	NOUN
ape-40048	145	28	in	in	ADP
ape-40048	145	29	politics	politic	NOUN
ape-40048	145	30	and	and	CCONJ
ape-40048	145	31	economics	economic	NOUN
ape-40048	145	32	vol	vol	NOUN
ape-40048	145	33	.	.	PUNCT
ape-40048	146	1	7	7	NUM
ape-40048	146	2	,	,	PUNCT
ape-40048	146	3	no	no	INTJ
ape-40048	146	4	.	.	NOUN
ape-40048	146	5	2	2	NUM
ape-40048	146	6	,	,	PUNCT
ape-40048	146	7	2024	2024	NUM
ape-40048	146	8	published	publish	VERB
ape-40048	146	9	by	by	ADP
ape-40048	146	10	scholink	scholink	PROPN
ape-40048	146	11	inc	inc	PROPN
ape-40048	146	12	.	.	PROPN
ape-40048	146	13	210	210	NUM
ape-40048	146	14	such	such	ADJ
ape-40048	146	15	as	as	ADP
ape-40048	146	16	virtual	virtual	ADJ
ape-40048	146	17	reality	reality	NOUN
ape-40048	146	18	and	and	CCONJ
ape-40048	146	19	artificial	artificial	ADJ
ape-40048	146	20	intelligence	intelligence	NOUN
ape-40048	146	21	will	will	AUX
ape-40048	146	22	bring	bring	VERB
ape-40048	146	23	new	new	ADJ
ape-40048	146	24	opportunities	opportunity	NOUN
ape-40048	146	25	and	and	CCONJ
ape-40048	146	26	challenges	challenge	NOUN
ape-40048	146	27	to	to	ADP
ape-40048	146	28	the	the	DET
ape-40048	146	29	tourism	tourism	NOUN
ape-40048	146	30	industry	industry	NOUN
ape-40048	146	31	.	.	PUNCT
ape-40048	147	1	additionally	additionally	ADV
ape-40048	147	2	,	,	PUNCT
ape-40048	147	3	the	the	DET
ape-40048	147	4	tourism	tourism	NOUN
ape-40048	147	5	market	market	NOUN
ape-40048	147	6	will	will	AUX
ape-40048	147	7	show	show	VERB
ape-40048	147	8	a	a	DET
ape-40048	147	9	trend	trend	NOUN
ape-40048	147	10	towards	towards	ADP
ape-40048	147	11	diversification	diversification	NOUN
ape-40048	147	12	and	and	CCONJ
ape-40048	147	13	personalization	personalization	NOUN
ape-40048	147	14	.	.	PUNCT
ape-40048	148	1	consumers	consumer	NOUN
ape-40048	148	2	'	'	PART
ape-40048	148	3	demands	demand	NOUN
ape-40048	148	4	for	for	ADP
ape-40048	148	5	tourism	tourism	NOUN
ape-40048	148	6	products	product	NOUN
ape-40048	148	7	and	and	CCONJ
ape-40048	148	8	services	service	NOUN
ape-40048	148	9	are	be	AUX
ape-40048	148	10	becoming	become	VERB
ape-40048	148	11	more	more	ADV
ape-40048	148	12	diversified	diversified	ADJ
ape-40048	148	13	,	,	PUNCT
ape-40048	148	14	with	with	ADP
ape-40048	148	15	increasing	increase	VERB
ape-40048	148	16	emphasis	emphasis	NOUN
ape-40048	148	17	on	on	ADP
ape-40048	148	18	cultural	cultural	ADJ
ape-40048	148	19	experiences	experience	NOUN
ape-40048	148	20	,	,	PUNCT
ape-40048	148	21	ecological	ecological	ADJ
ape-40048	148	22	environments	environment	NOUN
ape-40048	148	23	,	,	PUNCT
ape-40048	148	24	and	and	CCONJ
ape-40048	148	25	personalized	personalized	ADJ
ape-40048	148	26	customization	customization	NOUN
ape-40048	148	27	.	.	PUNCT
ape-40048	149	1	therefore	therefore	ADV
ape-40048	149	2	,	,	PUNCT
ape-40048	149	3	tourism	tourism	NOUN
ape-40048	149	4	enterprises	enterprise	NOUN
ape-40048	149	5	need	need	VERB
ape-40048	149	6	to	to	PART
ape-40048	149	7	innovate	innovate	VERB
ape-40048	149	8	continuously	continuously	ADV
ape-40048	149	9	and	and	CCONJ
ape-40048	149	10	improve	improve	VERB
ape-40048	149	11	service	service	NOUN
ape-40048	149	12	quality	quality	NOUN
ape-40048	149	13	and	and	CCONJ
ape-40048	149	14	experiences	experience	NOUN
ape-40048	149	15	to	to	PART
ape-40048	149	16	meet	meet	VERB
ape-40048	149	17	the	the	DET
ape-40048	149	18	increasingly	increasingly	ADV
ape-40048	149	19	diverse	diverse	ADJ
ape-40048	149	20	needs	need	NOUN
ape-40048	149	21	of	of	ADP
ape-40048	149	22	consumers	consumer	NOUN
ape-40048	149	23	.	.	PUNCT
ape-40048	150	1	finally	finally	ADV
ape-40048	150	2	,	,	PUNCT
ape-40048	150	3	it	it	PRON
ape-40048	150	4	is	be	AUX
ape-40048	150	5	essential	essential	ADJ
ape-40048	150	6	to	to	PART
ape-40048	150	7	closely	closely	ADV
ape-40048	150	8	monitor	monitor	VERB
ape-40048	150	9	changes	change	NOUN
ape-40048	150	10	and	and	CCONJ
ape-40048	150	11	trends	trend	NOUN
ape-40048	150	12	in	in	ADP
ape-40048	150	13	the	the	DET
ape-40048	150	14	market	market	NOUN
ape-40048	150	15	.	.	PUNCT
ape-40048	151	1	the	the	DET
ape-40048	151	2	tourism	tourism	NOUN
ape-40048	151	3	market	market	NOUN
ape-40048	151	4	is	be	AUX
ape-40048	151	5	influenced	influence	VERB
ape-40048	151	6	by	by	ADP
ape-40048	151	7	various	various	ADJ
ape-40048	151	8	factors	factor	NOUN
ape-40048	151	9	,	,	PUNCT
ape-40048	151	10	including	include	VERB
ape-40048	151	11	economic	economic	ADJ
ape-40048	151	12	conditions	condition	NOUN
ape-40048	151	13	,	,	PUNCT
ape-40048	151	14	policy	policy	NOUN
ape-40048	151	15	environments	environment	NOUN
ape-40048	151	16	,	,	PUNCT
ape-40048	151	17	and	and	CCONJ
ape-40048	151	18	social	social	ADJ
ape-40048	151	19	and	and	CCONJ
ape-40048	151	20	cultural	cultural	ADJ
ape-40048	151	21	factors	factor	NOUN
ape-40048	151	22	.	.	PUNCT
ape-40048	152	1	therefore	therefore	ADV
ape-40048	152	2	,	,	PUNCT
ape-40048	152	3	we	we	PRON
ape-40048	152	4	need	need	VERB
ape-40048	152	5	to	to	PART
ape-40048	152	6	adjust	adjust	VERB
ape-40048	152	7	market	market	NOUN
ape-40048	152	8	strategies	strategy	NOUN
ape-40048	152	9	and	and	CCONJ
ape-40048	152	10	operational	operational	ADJ
ape-40048	152	11	models	model	NOUN
ape-40048	152	12	flexibly	flexibly	ADV
ape-40048	152	13	to	to	PART
ape-40048	152	14	cope	cope	VERB
ape-40048	152	15	with	with	ADP
ape-40048	152	16	market	market	NOUN
ape-40048	152	17	uncertainties	uncertainty	NOUN
ape-40048	152	18	and	and	CCONJ
ape-40048	152	19	challenges	challenge	NOUN
ape-40048	152	20	.	.	PUNCT
ape-40048	153	1	in	in	ADP
ape-40048	153	2	summary	summary	NOUN
ape-40048	153	3	,	,	PUNCT
ape-40048	153	4	we	we	PRON
ape-40048	153	5	are	be	AUX
ape-40048	153	6	optimistic	optimistic	ADJ
ape-40048	153	7	about	about	ADP
ape-40048	153	8	the	the	DET
ape-40048	153	9	future	future	ADJ
ape-40048	153	10	development	development	NOUN
ape-40048	153	11	trends	trend	NOUN
ape-40048	153	12	of	of	ADP
ape-40048	153	13	the	the	DET
ape-40048	153	14	tourism	tourism	NOUN
ape-40048	153	15	market	market	NOUN
ape-40048	153	16	,	,	PUNCT
ape-40048	153	17	emphasizing	emphasize	VERB
ape-40048	153	18	the	the	DET
ape-40048	153	19	importance	importance	NOUN
ape-40048	153	20	of	of	ADP
ape-40048	153	21	technological	technological	ADJ
ape-40048	153	22	innovation	innovation	NOUN
ape-40048	153	23	,	,	PUNCT
ape-40048	153	24	personalized	personalized	ADJ
ape-40048	153	25	services	service	NOUN
ape-40048	153	26	,	,	PUNCT
ape-40048	153	27	and	and	CCONJ
ape-40048	153	28	flexible	flexible	ADJ
ape-40048	153	29	responses	response	NOUN
ape-40048	153	30	to	to	ADP
ape-40048	153	31	market	market	NOUN
ape-40048	153	32	changes	change	NOUN
ape-40048	153	33	.	.	PUNCT
ape-40048	154	1	references	reference	NOUN
ape-40048	154	2	faulkner	faulkner	PROPN
ape-40048	154	3	,	,	PUNCT
ape-40048	154	4	b.	b.	PROPN
ape-40048	154	5	,	,	PUNCT
ape-40048	154	6	&	&	CCONJ
ape-40048	154	7	peter	peter	PROPN
ape-40048	154	8	,	,	PUNCT
ape-40048	154	9	v.	v.	PROPN
ape-40048	154	10	(	(	PUNCT
ape-40048	154	11	1995	1995	NUM
ape-40048	154	12	)	)	PUNCT
ape-40048	154	13	.	.	PUNCT
ape-40048	155	1	an	an	DET
ape-40048	155	2	integrative	integrative	ADJ
ape-40048	155	3	approach	approach	NOUN
ape-40048	155	4	to	to	ADP
ape-40048	155	5	tourism	tourism	NOUN
ape-40048	155	6	demand	demand	NOUN
ape-40048	155	7	forecasting	forecasting	NOUN
ape-40048	155	8	.	.	PUNCT
ape-40048	156	1	tourism	tourism	NOUN
ape-40048	156	2	management	management	NOUN
ape-40048	156	3	,	,	PUNCT
ape-40048	156	4	16.1(1995	16.1(1995	NUM
ape-40048	156	5	)	)	PUNCT
ape-40048	156	6	,	,	PUNCT
ape-40048	156	7	29	29	NUM
ape-40048	156	8	-	-	SYM
ape-40048	156	9	37	37	NUM
ape-40048	156	10	.	.	PUNCT
ape-40048	157	1	https://doi.org/10.1016/0261-5177(94)00005-u	https://doi.org/10.1016/0261-5177(94)00005-u	ADJ
ape-40048	157	2	law	law	NOUN
ape-40048	157	3	,	,	PUNCT
ape-40048	157	4	r.	r.	PROPN
ape-40048	157	5	et	et	PROPN
ape-40048	157	6	al	al	PROPN
ape-40048	157	7	.	.	PROPN
ape-40048	157	8	(	(	PUNCT
ape-40048	157	9	2019	2019	NUM
ape-40048	157	10	)	)	PUNCT
ape-40048	157	11	.	.	PUNCT
ape-40048	158	1	"	"	PUNCT
ape-40048	158	2	tourism	tourism	NOUN
ape-40048	158	3	demand	demand	NOUN
ape-40048	158	4	forecasting	forecasting	NOUN
ape-40048	158	5	:	:	PUNCT
ape-40048	158	6	a	a	DET
ape-40048	158	7	deep	deep	ADJ
ape-40048	158	8	learning	learning	NOUN
ape-40048	158	9	approach	approach	NOUN
ape-40048	158	10	.	.	PUNCT
ape-40048	158	11	"	"	PUNCT
ape-40048	159	1	annals	annal	NOUN
ape-40048	159	2	of	of	ADP
ape-40048	159	3	tourism	tourism	NOUN
ape-40048	159	4	research	research	NOUN
ape-40048	159	5	,	,	PUNCT
ape-40048	159	6	75(2019	75(2019	NUM
ape-40048	159	7	)	)	PUNCT
ape-40048	159	8	,	,	PUNCT
ape-40048	159	9	410-423.https://doi.org/10.1016/j.annals.2019.01.014	410-423.https://doi.org/10.1016/j.annals.2019.01.014	NUM
ape-40048	159	10	peng	peng	PROPN
ape-40048	159	11	,	,	PUNCT
ape-40048	159	12	b.	b.	PROPN
ape-40048	159	13	,	,	PUNCT
ape-40048	159	14	song	song	NOUN
ape-40048	159	15	,	,	PUNCT
ape-40048	159	16	h.	h.	PROPN
ape-40048	159	17	y.	y.	PROPN
ape-40048	159	18	,	,	PUNCT
ape-40048	159	19	&	&	CCONJ
ape-40048	159	20	geoffrey	geoffrey	PROPN
ape-40048	159	21	,	,	PUNCT
ape-40048	159	22	i.	i.	PROPN
ape-40048	159	23	c.	c.	PROPN
ape-40048	159	24	(	(	PUNCT
ape-40048	159	25	2014	2014	NUM
ape-40048	159	26	)	)	PUNCT
ape-40048	159	27	.	.	PUNCT
ape-40048	160	1	a	a	DET
ape-40048	160	2	meta	meta	ADJ
ape-40048	160	3	-	-	PUNCT
ape-40048	160	4	analysis	analysis	NOUN
ape-40048	160	5	of	of	ADP
ape-40048	160	6	international	international	ADJ
ape-40048	160	7	tourism	tourism	NOUN
ape-40048	160	8	demand	demand	NOUN
ape-40048	160	9	forecasting	forecasting	NOUN
ape-40048	160	10	and	and	CCONJ
ape-40048	160	11	implications	implication	NOUN
ape-40048	160	12	for	for	ADP
ape-40048	160	13	practice	practice	NOUN
ape-40048	160	14	.	.	PUNCT
ape-40048	161	1	tourism	tourism	NOUN
ape-40048	161	2	management	management	NOUN
ape-40048	161	3	,	,	PUNCT
ape-40048	161	4	45(2014	45(2014	PROPN
ape-40048	161	5	)	)	PUNCT
ape-40048	161	6	,	,	PUNCT
ape-40048	161	7	181	181	NUM
ape-40048	161	8	-	-	SYM
ape-40048	161	9	193	193	NUM
ape-40048	161	10	.	.	PUNCT
ape-40048	162	1	https://doi.org/10.1016/j.tourman.2014.04.005	https://doi.org/10.1016/j.tourman.2014.04.005	VERB
ape-40048	162	2	song	song	NOUN
ape-40048	162	3	,	,	PUNCT
ape-40048	162	4	h.	h.	PROPN
ape-40048	162	5	y.	y.	PROPN
ape-40048	162	6	,	,	PUNCT
ape-40048	162	7	&	&	CCONJ
ape-40048	162	8	lindsay	lindsay	PROPN
ape-40048	162	9	,	,	PUNCT
ape-40048	162	10	t.	t.	PROPN
ape-40048	162	11	(	(	PUNCT
ape-40048	162	12	2006	2006	NUM
ape-40048	162	13	)	)	PUNCT
ape-40048	162	14	.	.	PUNCT
ape-40048	163	1	tourism	tourism	NOUN
ape-40048	163	2	demand	demand	NOUN
ape-40048	163	3	forecasting	forecasting	NOUN
ape-40048	163	4	.	.	PUNCT
ape-40048	164	1	international	international	ADJ
ape-40048	164	2	handbook	handbook	NOUN
ape-40048	164	3	on	on	ADP
ape-40048	164	4	the	the	DET
ape-40048	164	5	economics	economic	NOUN
ape-40048	164	6	of	of	ADP
ape-40048	164	7	tourism	tourism	NOUN
ape-40048	164	8	,	,	PUNCT
ape-40048	164	9	(	(	PUNCT
ape-40048	164	10	2006	2006	NUM
ape-40048	164	11	)	)	PUNCT
ape-40048	164	12	,	,	PUNCT
ape-40048	164	13	89	89	NUM
ape-40048	164	14	-	-	SYM
ape-40048	164	15	114	114	NUM
ape-40048	164	16	.	.	PUNCT
ape-40048	165	1	https://doi.org/10.4337/9781847201638.00010	https://doi.org/10.4337/9781847201638.00010	NOUN
ape-40048	165	2	song	song	NOUN
ape-40048	165	3	,	,	PUNCT
ape-40048	165	4	h.	h.	PROPN
ape-40048	165	5	y.	y.	PROPN
ape-40048	165	6	,	,	PUNCT
ape-40048	165	7	richard	richard	PROPN
ape-40048	165	8	,	,	PUNCT
ape-40048	165	9	tr	tr	VERB
ape-40048	165	10	.	.	PROPN
ape-40048	165	11	q.	q.	PROPN
ape-40048	165	12	,	,	PUNCT
ape-40048	165	13	&	&	CCONJ
ape-40048	165	14	jinah	jinah	PROPN
ape-40048	165	15	,	,	PUNCT
ape-40048	165	16	p.	p.	NOUN
ape-40048	165	17	(	(	PUNCT
ape-40048	165	18	2019	2019	NUM
ape-40048	165	19	)	)	PUNCT
ape-40048	165	20	.	.	PUNCT
ape-40048	166	1	a	a	DET
ape-40048	166	2	review	review	NOUN
ape-40048	166	3	of	of	ADP
ape-40048	166	4	research	research	NOUN
ape-40048	166	5	on	on	ADP
ape-40048	166	6	tourism	tourism	NOUN
ape-40048	166	7	demand	demand	NOUN
ape-40048	166	8	forecasting	forecasting	NOUN
ape-40048	166	9	:	:	PUNCT
ape-40048	166	10	launching	launch	VERB
ape-40048	166	11	the	the	DET
ape-40048	166	12	annals	annal	NOUN
ape-40048	166	13	of	of	ADP
ape-40048	166	14	tourism	tourism	NOUN
ape-40048	166	15	research	research	NOUN
ape-40048	166	16	curated	curate	VERB
ape-40048	166	17	collection	collection	NOUN
ape-40048	166	18	on	on	ADP
ape-40048	166	19	tourism	tourism	NOUN
ape-40048	166	20	demand	demand	NOUN
ape-40048	166	21	forecasting	forecasting	NOUN
ape-40048	166	22	.	.	PUNCT
ape-40048	167	1	annals	annal	NOUN
ape-40048	167	2	of	of	ADP
ape-40048	167	3	tourism	tourism	NOUN
ape-40048	167	4	research	research	NOUN
ape-40048	167	5	,	,	PUNCT
ape-40048	167	6	75(2019	75(2019	NUM
ape-40048	167	7	)	)	PUNCT
ape-40048	167	8	,	,	PUNCT
ape-40048	167	9	338	338	NUM
ape-40048	167	10	-	-	SYM
ape-40048	167	11	362	362	NUM
ape-40048	167	12	.	.	PUNCT
ape-40048	168	1	https://doi.org/10.1016/j.annals.2018.12.001	https://doi.org/10.1016/j.annals.2018.12.001	NOUN
ape-40048	168	2	song	song	NOUN
ape-40048	168	3	,	,	PUNCT
ape-40048	168	4	h.	h.	PROPN
ape-40048	168	5	y.	y.	PROPN
ape-40048	168	6	,	,	PUNCT
ape-40048	168	7	stephen	stephen	PROPN
ape-40048	168	8	,	,	PUNCT
ape-40048	168	9	f.	f.	PROPN
ape-40048	168	10	w.	w.	PROPN
ape-40048	168	11	,	,	PUNCT
ape-40048	168	12	&	&	CCONJ
ape-40048	168	13	zhang	zhang	PROPN
ape-40048	168	14	,	,	PUNCT
ape-40048	168	15	x.	x.	PROPN
ape-40048	168	16	y.	y.	PROPN
ape-40048	168	17	(	(	PUNCT
ape-40048	168	18	2008	2008	NUM
ape-40048	168	19	)	)	PUNCT
ape-40048	168	20	.	.	PUNCT
ape-40048	169	1	developing	develop	VERB
ape-40048	169	2	a	a	DET
ape-40048	169	3	web	web	NOUN
ape-40048	169	4	-	-	PUNCT
ape-40048	169	5	based	base	VERB
ape-40048	169	6	tourism	tourism	NOUN
ape-40048	169	7	demand	demand	NOUN
ape-40048	169	8	forecasting	forecasting	NOUN
ape-40048	169	9	system	system	NOUN
ape-40048	169	10	.	.	PUNCT
ape-40048	170	1	tourism	tourism	NOUN
ape-40048	170	2	economics	economic	NOUN
ape-40048	170	3	,	,	PUNCT
ape-40048	170	4	14(3	14(3	NUM
ape-40048	170	5	)	)	PUNCT
ape-40048	170	6	,	,	PUNCT
ape-40048	170	7	445	445	NUM
ape-40048	170	8	-	-	SYM
ape-40048	170	9	468	468	NUM
ape-40048	170	10	.	.	PUNCT
ape-40048	171	1	https://doi.org/10.5367/000000008785633578	https://doi.org/10.5367/000000008785633578	PUNCT
ape-40048	171	2	witt	witt	PROPN
ape-40048	171	3	,	,	PUNCT
ape-40048	171	4	s.	s.	PROPN
ape-40048	171	5	f.	f.	PROPN
ape-40048	171	6	,	,	PUNCT
ape-40048	171	7	&	&	CCONJ
ape-40048	171	8	christine	christine	PROPN
ape-40048	171	9	,	,	PUNCT
ape-40048	171	10	a.	a.	PROPN
ape-40048	171	11	w.	w.	PROPN
ape-40048	171	12	(	(	PUNCT
ape-40048	171	13	1995	1995	NUM
ape-40048	171	14	)	)	PUNCT
ape-40048	171	15	.	.	PUNCT
ape-40048	172	1	forecasting	forecast	VERB
ape-40048	172	2	tourism	tourism	NOUN
ape-40048	172	3	demand	demand	NOUN
ape-40048	172	4	:	:	PUNCT
ape-40048	172	5	a	a	DET
ape-40048	172	6	review	review	NOUN
ape-40048	172	7	of	of	ADP
ape-40048	172	8	empirical	empirical	ADJ
ape-40048	172	9	research	research	NOUN
ape-40048	172	10	.	.	PUNCT
ape-40048	173	1	international	international	ADJ
ape-40048	173	2	journal	journal	PROPN
ape-40048	173	3	of	of	ADP
ape-40048	173	4	forecasting	forecasting	NOUN
ape-40048	173	5	,	,	PUNCT
ape-40048	173	6	11(3	11(3	NUM
ape-40048	173	7	)	)	PUNCT
ape-40048	173	8	,	,	PUNCT
ape-40048	173	9	447	447	NUM
ape-40048	173	10	-	-	SYM
ape-40048	173	11	475	475	NUM
ape-40048	173	12	.	.	PUNCT
ape-40048	174	1	https://doi.org/10.1016/0169-2070(95)00591-7	https://doi.org/10.1016/0169-2070(95)00591-7	NOUN
ape-40048	174	2	wu	wu	PROPN
ape-40048	174	3	,	,	PUNCT
ape-40048	174	4	d.	d.	PROPN
ape-40048	174	5	c.	c.	PROPN
ape-40048	174	6	g.	g.	PROPN
ape-40048	174	7	,	,	PUNCT
ape-40048	174	8	song	song	NOUN
ape-40048	174	9	,	,	PUNCT
ape-40048	174	10	h.	h.	PROPN
ape-40048	174	11	y.	y.	PROPN
ape-40048	174	12	,	,	PUNCT
ape-40048	174	13	&	&	CCONJ
ape-40048	174	14	shen	shen	PROPN
ape-40048	174	15	,	,	PUNCT
ape-40048	174	16	s.	s.	PROPN
ape-40048	174	17	j.	j.	PROPN
ape-40048	174	18	(	(	PUNCT
ape-40048	174	19	2017	2017	NUM
ape-40048	174	20	)	)	PUNCT
ape-40048	174	21	.	.	PUNCT
ape-40048	175	1	new	new	ADJ
ape-40048	175	2	developments	development	NOUN
ape-40048	175	3	in	in	ADP
ape-40048	175	4	tourism	tourism	NOUN
ape-40048	175	5	and	and	CCONJ
ape-40048	175	6	hotel	hotel	NOUN
ape-40048	175	7	demand	demand	NOUN
ape-40048	175	8	modeling	modeling	NOUN
ape-40048	175	9	and	and	CCONJ
ape-40048	175	10	forecasting	forecasting	NOUN
ape-40048	175	11	.	.	PUNCT
ape-40048	176	1	international	international	ADJ
ape-40048	176	2	journal	journal	PROPN
ape-40048	176	3	of	of	ADP
ape-40048	176	4	contemporary	contemporary	PROPN
ape-40048	176	5	hospitality	hospitality	PROPN
ape-40048	176	6	management	management	NOUN
ape-40048	176	7	,	,	PUNCT
ape-40048	176	8	29.1(2017	29.1(2017	NUM
ape-40048	176	9	)	)	PUNCT
ape-40048	176	10	,	,	PUNCT
ape-40048	176	11	507	507	NUM
ape-40048	176	12	-	-	SYM
ape-40048	176	13	529	529	NUM
ape-40048	176	14	.	.	PUNCT
ape-40048	177	1	https://doi.org/10.1108/ijchm-05-2015-0249	https://doi.org/10.1108/ijchm-05-2015-0249	PROPN
ape-40048	177	2	zhang	zhang	PROPN
ape-40048	177	3	,	,	PUNCT
ape-40048	177	4	c.	c.	PROPN
ape-40048	177	5	y.	y.	PROPN
ape-40048	177	6	et	et	PROPN
ape-40048	177	7	al	al	PROPN
ape-40048	177	8	.	.	PROPN
ape-40048	177	9	(	(	PUNCT
ape-40048	177	10	2020	2020	NUM
ape-40048	177	11	)	)	PUNCT
ape-40048	177	12	.	.	PUNCT
ape-40048	178	1	knowledge	knowledge	NOUN
ape-40048	178	2	mapping	mapping	NOUN
ape-40048	178	3	of	of	ADP
ape-40048	178	4	tourism	tourism	NOUN
ape-40048	178	5	demand	demand	NOUN
ape-40048	178	6	forecasting	forecasting	NOUN
ape-40048	178	7	research	research	NOUN
ape-40048	178	8	.	.	PUNCT
ape-40048	179	1	tourism	tourism	NOUN
ape-40048	179	2	management	management	NOUN
ape-40048	179	3	perspectives	perspective	NOUN
ape-40048	179	4	,	,	PUNCT
ape-40048	179	5	35(2020	35(2020	NUM
ape-40048	179	6	)	)	PUNCT
ape-40048	179	7	,	,	PUNCT
ape-40048	179	8	100715	100715	NUM
ape-40048	179	9	.	.	PUNCT
ape-40048	180	1	https://doi.org/10.1016/j.tmp.2020.100715	https://doi.org/10.1016/j.tmp.2020.100715	NOUN
ape-40048	180	2	2.1	2.1	NUM
ape-40048	180	3	overview	overview	NOUN
ape-40048	180	4	of	of	ADP
ape-40048	180	5	tourism	tourism	NOUN
ape-40048	180	6	demand	demand	NOUN
ape-40048	180	7	forecasting	forecasting	NOUN
ape-40048	180	8	models	model	NOUN
ape-40048	180	9	2.2	2.2	NUM
ape-40048	180	10	current	current	ADJ
ape-40048	180	11	status	status	NOUN
ape-40048	180	12	of	of	ADP
ape-40048	180	13	tourism	tourism	NOUN
ape-40048	180	14	market	market	NOUN
ape-40048	180	15	trends	trend	NOUN
ape-40048	180	16	resear	resear	VERB
ape-40048	180	17	3.1	3.1	NUM
ape-40048	180	18	research	research	NOUN
ape-40048	180	19	design	design	NOUN
ape-40048	180	20	and	and	CCONJ
ape-40048	180	21	data	datum	NOUN
ape-40048	180	22	collection	collection	NOUN
ape-40048	180	23	methods	method	NOUN
ape-40048	180	24	3.2	3.2	NUM
ape-40048	180	25	construction	construction	NOUN
ape-40048	180	26	process	process	NOUN
ape-40048	180	27	of	of	ADP
ape-40048	180	28	tourism	tourism	NOUN
ape-40048	180	29	demand	demand	NOUN
ape-40048	180	30	forecas	foreca	VERB
ape-40048	180	31	3.3	3.3	NUM
ape-40048	180	32	selection	selection	NOUN
ape-40048	180	33	of	of	ADP
ape-40048	180	34	data	datum	NOUN
ape-40048	180	35	analysis	analysis	NOUN
ape-40048	180	36	methods	method	NOUN
ape-40048	180	37	and	and	CCONJ
ape-40048	180	38	tools	tool	NOUN
ape-40048	180	39	4.1	4.1	NUM
ape-40048	180	40	presentation	presentation	NOUN
ape-40048	180	41	of	of	ADP
ape-40048	180	42	tourism	tourism	NOUN
ape-40048	180	43	demand	demand	NOUN
ape-40048	180	44	forecasting	forecasting	NOUN
ape-40048	180	45	res	re	VERB
ape-40048	180	46	4.2	4.2	NUM
ape-40048	180	47	analysis	analysis	NOUN
ape-40048	180	48	of	of	ADP
ape-40048	180	49	the	the	DET
ape-40048	180	50	impact	impact	NOUN
ape-40048	180	51	of	of	ADP
ape-40048	180	52	different	different	ADJ
ape-40048	180	53	factors	factor	NOUN
ape-40048	180	54	on	on	ADP
ape-40048	180	55	4.3	4.3	NUM
ape-40048	180	56	discussion	discussion	NOUN
ape-40048	180	57	of	of	ADP
ape-40048	180	58	possibilities	possibility	NOUN
ape-40048	180	59	and	and	CCONJ
ape-40048	180	60	trends	trend	NOUN
ape-40048	180	61	in	in	ADP
ape-40048	180	62	mark	mark	PROPN
ape-40048	180	63	5.1	5.1	NUM
ape-40048	180	64	analyzing	analyze	VERB
ape-40048	180	65	the	the	DET
ape-40048	180	66	limitations	limitation	NOUN
ape-40048	180	67	and	and	CCONJ
ape-40048	180	68	shortcomings	shortcoming	NOUN
ape-40048	180	69	of	of	ADP
ape-40048	180	70	5.2	5.2	NUM
ape-40048	180	71	exploring	explore	VERB
ape-40048	180	72	future	future	ADJ
ape-40048	180	73	research	research	NOUN
ape-40048	180	74	directions	direction	NOUN
ape-40048	180	75	and	and	CCONJ
ape-40048	180	76	impro	impro	NOUN