id	sid	tid	token	lemma	pos
easat-7020	1	1	edelweiss	edelweiss	PROPN
easat-7020	1	2	applied	apply	VERB
easat-7020	1	3	science	science	NOUN
easat-7020	1	4	and	and	CCONJ
easat-7020	1	5	technology	technology	NOUN
easat-7020	1	6	issn	issn	PROPN
easat-7020	1	7	:	:	PUNCT
easat-7020	1	8	2576	2576	NUM
easat-7020	1	9	-	-	SYM
easat-7020	1	10	8484	8484	NUM
easat-7020	1	11	vol	vol	NOUN
easat-7020	1	12	.	.	PROPN
easat-7020	2	1	9	9	NUM
easat-7020	2	2	,	,	PUNCT
easat-7020	2	3	no	no	INTJ
easat-7020	2	4	.	.	NOUN
easat-7020	2	5	5	5	NUM
easat-7020	2	6	,	,	PUNCT
easat-7020	2	7	841	841	NUM
easat-7020	2	8	-	-	SYM
easat-7020	2	9	850	850	NUM
easat-7020	2	10	2025	2025	NUM
easat-7020	2	11	publisher	publisher	NOUN
easat-7020	2	12	:	:	PUNCT
easat-7020	2	13	learning	learn	VERB
easat-7020	2	14	gate	gate	NOUN
easat-7020	2	15	doi	doi	PROPN
easat-7020	2	16	:	:	PUNCT
easat-7020	2	17	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	2	18	©	©	PROPN
easat-7020	2	19	2025	2025	NUM
easat-7020	2	20	by	by	ADP
easat-7020	2	21	the	the	DET
easat-7020	2	22	author	author	NOUN
easat-7020	2	23	;	;	PUNCT
easat-7020	2	24	licensee	licensee	PROPN
easat-7020	2	25	learning	learning	NOUN
easat-7020	2	26	gate	gate	NOUN
easat-7020	3	1	©	©	PROPN
easat-7020	3	2	2025	2025	NUM
easat-7020	3	3	by	by	ADP
easat-7020	3	4	the	the	DET
easat-7020	3	5	author	author	NOUN
easat-7020	3	6	;	;	PUNCT
easat-7020	3	7	licensee	licensee	PROPN
easat-7020	3	8	learning	learning	NOUN
easat-7020	3	9	gate	gate	NOUN
easat-7020	3	10	history	history	NOUN
easat-7020	3	11	:	:	PUNCT
easat-7020	3	12	received	receive	VERB
easat-7020	3	13	:	:	PUNCT
easat-7020	3	14	19	19	NUM
easat-7020	3	15	february	february	NOUN
easat-7020	3	16	2025	2025	NUM
easat-7020	3	17	;	;	PUNCT
easat-7020	3	18	revised	revise	VERB
easat-7020	3	19	:	:	PUNCT
easat-7020	3	20	17	17	NUM
easat-7020	3	21	april	april	PROPN
easat-7020	3	22	2025	2025	NUM
easat-7020	3	23	;	;	PUNCT
easat-7020	3	24	accepted	accept	VERB
easat-7020	3	25	:	:	PUNCT
easat-7020	3	26	22	22	NUM
easat-7020	3	27	april	april	PROPN
easat-7020	3	28	2025	2025	NUM
easat-7020	3	29	;	;	PUNCT
easat-7020	3	30	published	publish	VERB
easat-7020	3	31	:	:	PUNCT
easat-7020	3	32	10	10	NUM
easat-7020	3	33	may	may	PROPN
easat-7020	3	34	2025	2025	NUM
easat-7020	3	35	*	*	PUNCT
easat-7020	3	36	correspondence	correspondence	NOUN
easat-7020	3	37	:	:	PUNCT
easat-7020	3	38	tianhuanhuan2022@163.com	tianhuanhuan2022@163.com	X
easat-7020	3	39	personalized	personalized	ADJ
easat-7020	3	40	experience	experience	NOUN
easat-7020	3	41	:	:	PUNCT
easat-7020	3	42	the	the	DET
easat-7020	3	43	relationship	relationship	NOUN
easat-7020	3	44	between	between	ADP
easat-7020	3	45	customer	customer	NOUN
easat-7020	3	46	preference	preference	NOUN
easat-7020	3	47	prediction	prediction	NOUN
easat-7020	3	48	and	and	CCONJ
easat-7020	3	49	emotional	emotional	ADJ
easat-7020	3	50	satisfaction	satisfaction	NOUN
easat-7020	3	51	in	in	ADP
easat-7020	3	52	homestay	homestay	PROPN
easat-7020	3	53	inn	inn	PROPN
easat-7020	3	54	design	design	PROPN
easat-7020	3	55	huanhuan	huanhuan	PROPN
easat-7020	3	56	tian1	tian1	PROPN
easat-7020	3	57	*	*	PROPN
easat-7020	3	58	1faculty	1faculty	NUM
easat-7020	3	59	of	of	ADP
easat-7020	3	60	art	art	NOUN
easat-7020	3	61	,	,	PUNCT
easat-7020	3	62	dali	dali	PROPN
easat-7020	3	63	university	university	PROPN
easat-7020	3	64	,	,	PUNCT
easat-7020	3	65	dali	dali	PROPN
easat-7020	3	66	,	,	PUNCT
easat-7020	3	67	671003	671003	NUM
easat-7020	3	68	,	,	PUNCT
easat-7020	3	69	china	china	PROPN
easat-7020	3	70	;	;	PUNCT
easat-7020	3	71	tianhuanhuan2022@163.com	tianhuanhuan2022@163.com	X
easat-7020	3	72	(	(	PUNCT
easat-7020	3	73	h.t	h.t	PROPN
easat-7020	3	74	.	.	PROPN
easat-7020	3	75	)	)	PUNCT
easat-7020	3	76	.	.	PUNCT
easat-7020	4	1	abstract	abstract	ADV
easat-7020	4	2	:	:	PUNCT
easat-7020	4	3	the	the	DET
easat-7020	4	4	improvement	improvement	NOUN
easat-7020	4	5	of	of	ADP
easat-7020	4	6	people	people	NOUN
easat-7020	4	7	's	's	PART
easat-7020	4	8	living	living	NOUN
easat-7020	4	9	standards	standard	NOUN
easat-7020	4	10	has	have	AUX
easat-7020	4	11	led	lead	VERB
easat-7020	4	12	to	to	ADP
easat-7020	4	13	changes	change	NOUN
easat-7020	4	14	in	in	ADP
easat-7020	4	15	consumer	consumer	NOUN
easat-7020	4	16	attitudes	attitude	NOUN
easat-7020	4	17	,	,	PUNCT
easat-7020	4	18	which	which	PRON
easat-7020	4	19	have	have	AUX
easat-7020	4	20	transformed	transform	VERB
easat-7020	4	21	customers	customer	NOUN
easat-7020	4	22	'	'	PART
easat-7020	4	23	expectations	expectation	NOUN
easat-7020	4	24	of	of	ADP
easat-7020	4	25	the	the	DET
easat-7020	4	26	lodging	lodging	NOUN
easat-7020	4	27	experience	experience	NOUN
easat-7020	4	28	from	from	ADP
easat-7020	4	29	a	a	DET
easat-7020	4	30	single	single	ADJ
easat-7020	4	31	functional	functional	ADJ
easat-7020	4	32	demand	demand	NOUN
easat-7020	4	33	to	to	ADP
easat-7020	4	34	the	the	DET
easat-7020	4	35	pursuit	pursuit	NOUN
easat-7020	4	36	of	of	ADP
easat-7020	4	37	a	a	DET
easat-7020	4	38	personalized	personalized	ADJ
easat-7020	4	39	and	and	CCONJ
easat-7020	4	40	emotional	emotional	ADJ
easat-7020	4	41	all	all	DET
easat-7020	4	42	-	-	PUNCT
easat-7020	4	43	round	round	NOUN
easat-7020	4	44	experience	experience	NOUN
easat-7020	4	45	.	.	PUNCT
easat-7020	5	1	as	as	ADP
easat-7020	5	2	an	an	DET
easat-7020	5	3	emerging	emerge	VERB
easat-7020	5	4	form	form	NOUN
easat-7020	5	5	of	of	ADP
easat-7020	5	6	accommodation	accommodation	NOUN
easat-7020	5	7	,	,	PUNCT
easat-7020	5	8	the	the	DET
easat-7020	5	9	personalization	personalization	NOUN
easat-7020	5	10	of	of	ADP
easat-7020	5	11	its	its	PRON
easat-7020	5	12	design	design	NOUN
easat-7020	5	13	and	and	CCONJ
easat-7020	5	14	service	service	NOUN
easat-7020	5	15	has	have	AUX
easat-7020	5	16	become	become	VERB
easat-7020	5	17	a	a	DET
easat-7020	5	18	highlight	highlight	NOUN
easat-7020	5	19	to	to	PART
easat-7020	5	20	attract	attract	VERB
easat-7020	5	21	customers	customer	NOUN
easat-7020	5	22	.	.	PUNCT
easat-7020	6	1	this	this	DET
easat-7020	6	2	study	study	NOUN
easat-7020	6	3	adopts	adopt	VERB
easat-7020	6	4	a	a	DET
easat-7020	6	5	mixed	mix	VERB
easat-7020	6	6	-	-	PUNCT
easat-7020	6	7	method	method	NOUN
easat-7020	6	8	research	research	NOUN
easat-7020	6	9	design	design	NOUN
easat-7020	6	10	,	,	PUNCT
easat-7020	6	11	combining	combine	VERB
easat-7020	6	12	qualitative	qualitative	ADJ
easat-7020	6	13	interviews	interview	NOUN
easat-7020	6	14	and	and	CCONJ
easat-7020	6	15	quantitative	quantitative	ADJ
easat-7020	6	16	questionnaires	questionnaire	NOUN
easat-7020	6	17	to	to	PART
easat-7020	6	18	comprehensively	comprehensively	ADV
easat-7020	6	19	analyze	analyze	VERB
easat-7020	6	20	the	the	DET
easat-7020	6	21	design	design	NOUN
easat-7020	6	22	preferences	preference	NOUN
easat-7020	6	23	and	and	CCONJ
easat-7020	6	24	emotional	emotional	ADJ
easat-7020	6	25	experiences	experience	NOUN
easat-7020	6	26	of	of	ADP
easat-7020	6	27	homestay	homestay	PROPN
easat-7020	6	28	inn	inn	PROPN
easat-7020	6	29	customers	customer	NOUN
easat-7020	6	30	.	.	PUNCT
easat-7020	7	1	not	not	PART
easat-7020	7	2	only	only	ADV
easat-7020	7	3	that	that	PRON
easat-7020	7	4	,	,	PUNCT
easat-7020	7	5	this	this	DET
easat-7020	7	6	paper	paper	NOUN
easat-7020	7	7	also	also	ADV
easat-7020	7	8	develops	develop	VERB
easat-7020	7	9	a	a	DET
easat-7020	7	10	customer	customer	NOUN
easat-7020	7	11	preference	preference	NOUN
easat-7020	7	12	prediction	prediction	NOUN
easat-7020	7	13	model	model	NOUN
easat-7020	7	14	based	base	VERB
easat-7020	7	15	on	on	ADP
easat-7020	7	16	support	support	NOUN
easat-7020	7	17	vector	vector	NOUN
easat-7020	7	18	machines	machine	NOUN
easat-7020	7	19	and	and	CCONJ
easat-7020	7	20	quantifies	quantifie	NOUN
easat-7020	7	21	the	the	DET
easat-7020	7	22	relationship	relationship	NOUN
easat-7020	7	23	between	between	ADP
easat-7020	7	24	design	design	NOUN
easat-7020	7	25	elements	element	NOUN
easat-7020	7	26	and	and	CCONJ
easat-7020	7	27	emotional	emotional	ADJ
easat-7020	7	28	satisfaction	satisfaction	NOUN
easat-7020	7	29	through	through	ADP
easat-7020	7	30	statistical	statistical	ADJ
easat-7020	7	31	analysis	analysis	NOUN
easat-7020	7	32	methods	method	NOUN
easat-7020	7	33	.	.	PUNCT
easat-7020	8	1	the	the	DET
easat-7020	8	2	results	result	NOUN
easat-7020	8	3	of	of	ADP
easat-7020	8	4	the	the	DET
easat-7020	8	5	study	study	NOUN
easat-7020	8	6	show	show	VERB
easat-7020	8	7	that	that	SCONJ
easat-7020	8	8	key	key	ADJ
easat-7020	8	9	elements	element	NOUN
easat-7020	8	10	in	in	ADP
easat-7020	8	11	homestay	homestay	PROPN
easat-7020	8	12	inn	inn	PROPN
easat-7020	8	13	design	design	NOUN
easat-7020	8	14	,	,	PUNCT
easat-7020	8	15	including	include	VERB
easat-7020	8	16	room	room	NOUN
easat-7020	8	17	layout	layout	NOUN
easat-7020	8	18	,	,	PUNCT
easat-7020	8	19	decorative	decorative	ADJ
easat-7020	8	20	style	style	NOUN
easat-7020	8	21	,	,	PUNCT
easat-7020	8	22	and	and	CCONJ
easat-7020	8	23	personalized	personalized	ADJ
easat-7020	8	24	service	service	NOUN
easat-7020	8	25	,	,	PUNCT
easat-7020	8	26	are	be	AUX
easat-7020	8	27	significantly	significantly	ADV
easat-7020	8	28	and	and	CCONJ
easat-7020	8	29	positively	positively	ADV
easat-7020	8	30	related	relate	VERB
easat-7020	8	31	to	to	ADP
easat-7020	8	32	customers	customer	NOUN
easat-7020	8	33	'	'	PART
easat-7020	8	34	emotional	emotional	ADJ
easat-7020	8	35	satisfaction	satisfaction	NOUN
easat-7020	8	36	.	.	PUNCT
easat-7020	9	1	the	the	DET
easat-7020	9	2	highest	high	ADJ
easat-7020	9	3	hamming	hamming	NOUN
easat-7020	9	4	loss	loss	NOUN
easat-7020	9	5	of	of	ADP
easat-7020	9	6	only	only	ADV
easat-7020	9	7	0.11	0.11	NUM
easat-7020	9	8	,	,	PUNCT
easat-7020	9	9	together	together	ADV
easat-7020	9	10	with	with	ADP
easat-7020	9	11	the	the	DET
easat-7020	9	12	high	high	ADJ
easat-7020	9	13	percentage	percentage	NOUN
easat-7020	9	14	of	of	ADP
easat-7020	9	15	model	model	NOUN
easat-7020	9	16	stability	stability	NOUN
easat-7020	9	17	,	,	PUNCT
easat-7020	9	18	verifies	verify	VERB
easat-7020	9	19	the	the	DET
easat-7020	9	20	accuracy	accuracy	NOUN
easat-7020	9	21	and	and	CCONJ
easat-7020	9	22	reliability	reliability	NOUN
easat-7020	9	23	of	of	ADP
easat-7020	9	24	the	the	DET
easat-7020	9	25	customer	customer	NOUN
easat-7020	9	26	preference	preference	NOUN
easat-7020	9	27	prediction	prediction	NOUN
easat-7020	9	28	model	model	NOUN
easat-7020	9	29	.	.	PUNCT
easat-7020	10	1	the	the	DET
easat-7020	10	2	application	application	NOUN
easat-7020	10	3	of	of	ADP
easat-7020	10	4	the	the	DET
easat-7020	10	5	emotional	emotional	ADJ
easat-7020	10	6	satisfaction	satisfaction	NOUN
easat-7020	10	7	scale	scale	NOUN
easat-7020	10	8	reveals	reveal	VERB
easat-7020	10	9	specific	specific	ADJ
easat-7020	10	10	customer	customer	NOUN
easat-7020	10	11	preferences	preference	NOUN
easat-7020	10	12	for	for	ADP
easat-7020	10	13	design	design	NOUN
easat-7020	10	14	elements	element	NOUN
easat-7020	10	15	,	,	PUNCT
easat-7020	10	16	providing	provide	VERB
easat-7020	10	17	homestay	homestay	PROPN
easat-7020	10	18	inn	inn	PROPN
easat-7020	10	19	operators	operator	NOUN
easat-7020	10	20	with	with	ADP
easat-7020	10	21	an	an	DET
easat-7020	10	22	empirical	empirical	ADJ
easat-7020	10	23	basis	basis	NOUN
easat-7020	10	24	for	for	ADP
easat-7020	10	25	optimizing	optimize	VERB
easat-7020	10	26	design	design	NOUN
easat-7020	10	27	and	and	CCONJ
easat-7020	10	28	service	service	NOUN
easat-7020	10	29	.	.	PUNCT
easat-7020	11	1	keywords	keyword	NOUN
easat-7020	11	2	:	:	PUNCT
easat-7020	11	3	customer	customer	NOUN
easat-7020	11	4	preference	preference	NOUN
easat-7020	11	5	prediction	prediction	NOUN
easat-7020	11	6	,	,	PUNCT
easat-7020	11	7	emotional	emotional	ADJ
easat-7020	11	8	satisfaction	satisfaction	NOUN
easat-7020	11	9	,	,	PUNCT
easat-7020	11	10	homestay	homestay	PROPN
easat-7020	11	11	inn	inn	PROPN
easat-7020	11	12	design	design	PROPN
easat-7020	11	13	,	,	PUNCT
easat-7020	11	14	personalized	personalized	ADJ
easat-7020	11	15	experience	experience	NOUN
easat-7020	11	16	.	.	PUNCT
easat-7020	12	1	1	1	X
easat-7020	12	2	.	.	X
easat-7020	12	3	introduction	introduction	NOUN
easat-7020	12	4	as	as	ADP
easat-7020	12	5	an	an	DET
easat-7020	12	6	emerging	emerge	VERB
easat-7020	12	7	form	form	NOUN
easat-7020	12	8	of	of	ADP
easat-7020	12	9	accommodation	accommodation	NOUN
easat-7020	12	10	,	,	PUNCT
easat-7020	12	11	homestay	homestay	PROPN
easat-7020	12	12	inn	inn	PROPN
easat-7020	12	13	has	have	AUX
easat-7020	12	14	become	become	VERB
easat-7020	12	15	a	a	DET
easat-7020	12	16	popular	popular	ADJ
easat-7020	12	17	choice	choice	NOUN
easat-7020	12	18	for	for	ADP
easat-7020	12	19	tourists	tourist	NOUN
easat-7020	12	20	in	in	ADP
easat-7020	12	21	the	the	DET
easat-7020	12	22	tourism	tourism	NOUN
easat-7020	12	23	market	market	NOUN
easat-7020	12	24	.	.	PUNCT
easat-7020	13	1	personalized	personalized	ADJ
easat-7020	13	2	experience	experience	NOUN
easat-7020	13	3	as	as	ADP
easat-7020	13	4	a	a	DET
easat-7020	13	5	key	key	ADJ
easat-7020	13	6	factor	factor	NOUN
easat-7020	13	7	for	for	ADP
easat-7020	13	8	homestay	homestay	PROPN
easat-7020	13	9	inns	inn	NOUN
easat-7020	13	10	to	to	PART
easat-7020	13	11	attract	attract	VERB
easat-7020	13	12	customers	customer	NOUN
easat-7020	13	13	,	,	PUNCT
easat-7020	13	14	its	its	PRON
easat-7020	13	15	design	design	NOUN
easat-7020	13	16	and	and	CCONJ
easat-7020	13	17	service	service	NOUN
easat-7020	13	18	innovation	innovation	NOUN
easat-7020	13	19	is	be	AUX
easat-7020	13	20	directly	directly	ADV
easat-7020	13	21	related	relate	VERB
easat-7020	13	22	to	to	ADP
easat-7020	13	23	customer	customer	NOUN
easat-7020	13	24	satisfaction	satisfaction	NOUN
easat-7020	13	25	and	and	CCONJ
easat-7020	13	26	loyalty	loyalty	NOUN
easat-7020	13	27	.	.	PUNCT
easat-7020	14	1	this	this	DET
easat-7020	14	2	paper	paper	NOUN
easat-7020	14	3	analyzes	analyze	VERB
easat-7020	14	4	the	the	DET
easat-7020	14	5	impact	impact	NOUN
easat-7020	14	6	of	of	ADP
easat-7020	14	7	homestay	homestay	PROPN
easat-7020	14	8	inn	inn	PROPN
easat-7020	14	9	design	design	NOUN
easat-7020	14	10	elements	element	NOUN
easat-7020	14	11	on	on	ADP
easat-7020	14	12	customers	customer	NOUN
easat-7020	14	13	'	'	PART
easat-7020	14	14	emotional	emotional	ADJ
easat-7020	14	15	satisfaction	satisfaction	NOUN
easat-7020	14	16	through	through	ADP
easat-7020	14	17	the	the	DET
easat-7020	14	18	comprehensive	comprehensive	ADJ
easat-7020	14	19	use	use	NOUN
easat-7020	14	20	of	of	ADP
easat-7020	14	21	qualitative	qualitative	ADJ
easat-7020	14	22	and	and	CCONJ
easat-7020	14	23	quantitative	quantitative	ADJ
easat-7020	14	24	research	research	NOUN
easat-7020	14	25	methods	method	NOUN
easat-7020	14	26	,	,	PUNCT
easat-7020	14	27	and	and	CCONJ
easat-7020	14	28	constructs	construct	NOUN
easat-7020	14	29	and	and	CCONJ
easat-7020	14	30	validates	validate	VERB
easat-7020	14	31	a	a	DET
easat-7020	14	32	prediction	prediction	NOUN
easat-7020	14	33	model	model	NOUN
easat-7020	14	34	of	of	ADP
easat-7020	14	35	customer	customer	NOUN
easat-7020	14	36	preferences	preference	NOUN
easat-7020	14	37	,	,	PUNCT
easat-7020	14	38	which	which	PRON
easat-7020	14	39	provides	provide	VERB
easat-7020	14	40	data	datum	NOUN
easat-7020	14	41	support	support	NOUN
easat-7020	14	42	for	for	ADP
easat-7020	14	43	personalized	personalized	ADJ
easat-7020	14	44	services	service	NOUN
easat-7020	14	45	in	in	ADP
easat-7020	14	46	the	the	DET
easat-7020	14	47	homestay	homestay	PROPN
easat-7020	14	48	inn	inn	PROPN
easat-7020	14	49	industry	industry	NOUN
easat-7020	14	50	.	.	PUNCT
easat-7020	15	1	in	in	ADP
easat-7020	15	2	addition	addition	NOUN
easat-7020	15	3	,	,	PUNCT
easat-7020	15	4	this	this	DET
easat-7020	15	5	study	study	NOUN
easat-7020	15	6	explores	explore	VERB
easat-7020	15	7	how	how	SCONJ
easat-7020	15	8	homestay	homestay	PROPN
easat-7020	15	9	inn	inn	PROPN
easat-7020	15	10	design	design	NOUN
easat-7020	15	11	can	can	AUX
easat-7020	15	12	enhance	enhance	VERB
easat-7020	15	13	customers	customer	NOUN
easat-7020	15	14	'	'	PART
easat-7020	15	15	emotional	emotional	ADJ
easat-7020	15	16	experience	experience	NOUN
easat-7020	15	17	by	by	ADP
easat-7020	15	18	meeting	meet	VERB
easat-7020	15	19	their	their	PRON
easat-7020	15	20	personalized	personalize	VERB
easat-7020	15	21	needs	need	NOUN
easat-7020	15	22	,	,	PUNCT
easat-7020	15	23	providing	provide	VERB
easat-7020	15	24	a	a	DET
easat-7020	15	25	new	new	ADJ
easat-7020	15	26	perspective	perspective	NOUN
easat-7020	15	27	for	for	ADP
easat-7020	15	28	the	the	DET
easat-7020	15	29	sustainable	sustainable	ADJ
easat-7020	15	30	development	development	NOUN
easat-7020	15	31	of	of	ADP
easat-7020	15	32	the	the	DET
easat-7020	15	33	homestay	homestay	PROPN
easat-7020	15	34	inn	inn	PROPN
easat-7020	15	35	industry	industry	NOUN
easat-7020	15	36	.	.	PUNCT
easat-7020	16	1	the	the	DET
easat-7020	16	2	first	first	ADJ
easat-7020	16	3	part	part	NOUN
easat-7020	16	4	of	of	ADP
easat-7020	16	5	the	the	DET
easat-7020	16	6	paper	paper	NOUN
easat-7020	16	7	is	be	AUX
easat-7020	16	8	the	the	DET
easat-7020	16	9	introduction	introduction	NOUN
easat-7020	16	10	,	,	PUNCT
easat-7020	16	11	which	which	PRON
easat-7020	16	12	describes	describe	VERB
easat-7020	16	13	the	the	DET
easat-7020	16	14	background	background	NOUN
easat-7020	16	15	of	of	ADP
easat-7020	16	16	the	the	DET
easat-7020	16	17	study	study	NOUN
easat-7020	16	18	,	,	PUNCT
easat-7020	16	19	the	the	DET
easat-7020	16	20	purpose	purpose	NOUN
easat-7020	16	21	and	and	CCONJ
easat-7020	16	22	problem	problem	NOUN
easat-7020	16	23	of	of	ADP
easat-7020	16	24	the	the	DET
easat-7020	16	25	study	study	NOUN
easat-7020	16	26	,	,	PUNCT
easat-7020	16	27	as	as	ADV
easat-7020	16	28	well	well	ADV
easat-7020	16	29	as	as	ADP
easat-7020	16	30	the	the	DET
easat-7020	16	31	theoretical	theoretical	ADJ
easat-7020	16	32	and	and	CCONJ
easat-7020	16	33	practical	practical	ADJ
easat-7020	16	34	significance	significance	NOUN
easat-7020	16	35	of	of	ADP
easat-7020	16	36	the	the	DET
easat-7020	16	37	study	study	NOUN
easat-7020	16	38	;	;	PUNCT
easat-7020	16	39	the	the	DET
easat-7020	16	40	second	second	ADJ
easat-7020	16	41	part	part	NOUN
easat-7020	16	42	of	of	ADP
easat-7020	16	43	the	the	DET
easat-7020	16	44	paper	paper	NOUN
easat-7020	16	45	is	be	AUX
easat-7020	16	46	the	the	DET
easat-7020	16	47	related	related	ADJ
easat-7020	16	48	work	work	NOUN
easat-7020	16	49	,	,	PUNCT
easat-7020	16	50	which	which	PRON
easat-7020	16	51	reviews	review	VERB
easat-7020	16	52	the	the	DET
easat-7020	16	53	relevant	relevant	ADJ
easat-7020	16	54	studies	study	NOUN
easat-7020	16	55	on	on	ADP
easat-7020	16	56	customer	customer	NOUN
easat-7020	16	57	preference	preference	NOUN
easat-7020	16	58	prediction	prediction	NOUN
easat-7020	16	59	and	and	CCONJ
easat-7020	16	60	emotional	emotional	ADJ
easat-7020	16	61	satisfaction	satisfaction	NOUN
easat-7020	16	62	,	,	PUNCT
easat-7020	16	63	and	and	CCONJ
easat-7020	16	64	provides	provide	VERB
easat-7020	16	65	the	the	DET
easat-7020	16	66	theoretical	theoretical	ADJ
easat-7020	16	67	foundation	foundation	NOUN
easat-7020	16	68	for	for	ADP
easat-7020	16	69	this	this	DET
easat-7020	16	70	study	study	NOUN
easat-7020	16	71	;	;	PUNCT
easat-7020	16	72	the	the	DET
easat-7020	16	73	third	third	ADJ
easat-7020	16	74	section	section	NOUN
easat-7020	16	75	,	,	PUNCT
easat-7020	16	76	method	method	NOUN
easat-7020	16	77	,	,	PUNCT
easat-7020	16	78	describes	describe	VERB
easat-7020	16	79	the	the	DET
easat-7020	16	80	research	research	NOUN
easat-7020	16	81	design	design	NOUN
easat-7020	16	82	,	,	PUNCT
easat-7020	16	83	data	datum	NOUN
easat-7020	16	84	collection	collection	NOUN
easat-7020	16	85	and	and	CCONJ
easat-7020	16	86	analysis	analysis	NOUN
easat-7020	16	87	methods	method	NOUN
easat-7020	16	88	;	;	PUNCT
easat-7020	16	89	the	the	DET
easat-7020	16	90	fourth	fourth	ADJ
easat-7020	16	91	section	section	NOUN
easat-7020	16	92	,	,	PUNCT
easat-7020	16	93	results	result	NOUN
easat-7020	16	94	and	and	CCONJ
easat-7020	16	95	discussion	discussion	NOUN
easat-7020	16	96	,	,	PUNCT
easat-7020	16	97	demonstrates	demonstrate	VERB
easat-7020	16	98	the	the	DET
easat-7020	16	99	performance	performance	NOUN
easat-7020	16	100	of	of	ADP
easat-7020	16	101	the	the	DET
easat-7020	16	102	customer	customer	NOUN
easat-7020	16	103	preference	preference	NOUN
easat-7020	16	104	prediction	prediction	NOUN
easat-7020	16	105	model	model	NOUN
easat-7020	16	106	and	and	CCONJ
easat-7020	16	107	analyzes	analyze	VERB
easat-7020	16	108	the	the	DET
easat-7020	16	109	relationship	relationship	NOUN
easat-7020	16	110	between	between	ADP
easat-7020	16	111	design	design	NOUN
easat-7020	16	112	elements	element	NOUN
easat-7020	16	113	and	and	CCONJ
easat-7020	16	114	emotional	emotional	ADJ
easat-7020	16	115	satisfaction	satisfaction	NOUN
easat-7020	16	116	;	;	PUNCT
easat-7020	16	117	and	and	CCONJ
easat-7020	16	118	the	the	DET
easat-7020	16	119	final	final	ADJ
easat-7020	16	120	section	section	NOUN
easat-7020	16	121	,	,	PUNCT
easat-7020	16	122	842	842	NUM
easat-7020	16	123	edelweiss	edelweiss	PROPN
easat-7020	16	124	applied	apply	VERB
easat-7020	16	125	science	science	NOUN
easat-7020	16	126	and	and	CCONJ
easat-7020	16	127	technology	technology	NOUN
easat-7020	16	128	issn	issn	PROPN
easat-7020	16	129	:	:	PUNCT
easat-7020	16	130	2576	2576	NUM
easat-7020	16	131	-	-	SYM
easat-7020	16	132	8484	8484	NUM
easat-7020	16	133	vol	vol	NOUN
easat-7020	16	134	.	.	PROPN
easat-7020	17	1	9	9	NUM
easat-7020	17	2	,	,	PUNCT
easat-7020	17	3	no	no	INTJ
easat-7020	17	4	.	.	NOUN
easat-7020	17	5	5	5	NUM
easat-7020	17	6	:	:	PUNCT
easat-7020	17	7	841	841	NUM
easat-7020	17	8	-	-	SYM
easat-7020	17	9	850	850	NUM
easat-7020	17	10	,	,	PUNCT
easat-7020	17	11	2025	2025	NUM
easat-7020	17	12	doi	doi	NOUN
easat-7020	17	13	:	:	PUNCT
easat-7020	17	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	17	15	©	©	PROPN
easat-7020	17	16	2025	2025	NUM
easat-7020	17	17	by	by	ADP
easat-7020	17	18	the	the	DET
easat-7020	17	19	author	author	NOUN
easat-7020	17	20	;	;	PUNCT
easat-7020	17	21	licensee	licensee	PROPN
easat-7020	17	22	learning	learn	VERB
easat-7020	17	23	gate	gate	PROPN
easat-7020	17	24	conclusion	conclusion	NOUN
easat-7020	17	25	,	,	PUNCT
easat-7020	17	26	summarizes	summarize	VERB
easat-7020	17	27	the	the	DET
easat-7020	17	28	main	main	ADJ
easat-7020	17	29	findings	finding	NOUN
easat-7020	17	30	of	of	ADP
easat-7020	17	31	the	the	DET
easat-7020	17	32	study	study	NOUN
easat-7020	17	33	,	,	PUNCT
easat-7020	17	34	discusses	discuss	VERB
easat-7020	17	35	their	their	PRON
easat-7020	17	36	practical	practical	ADJ
easat-7020	17	37	significance	significance	NOUN
easat-7020	17	38	for	for	ADP
easat-7020	17	39	the	the	DET
easat-7020	17	40	bed	bed	NOUN
easat-7020	17	41	and	and	CCONJ
easat-7020	17	42	breakfast	breakfast	NOUN
easat-7020	17	43	industry	industry	NOUN
easat-7020	17	44	,	,	PUNCT
easat-7020	17	45	and	and	CCONJ
easat-7020	17	46	suggests	suggest	VERB
easat-7020	17	47	directions	direction	NOUN
easat-7020	17	48	for	for	ADP
easat-7020	17	49	future	future	ADJ
easat-7020	17	50	research	research	NOUN
easat-7020	17	51	.	.	PUNCT
easat-7020	18	1	2	2	X
easat-7020	18	2	.	.	X
easat-7020	18	3	related	relate	VERB
easat-7020	18	4	work	work	NOUN
easat-7020	18	5	in	in	ADP
easat-7020	18	6	-	-	PUNCT
easat-7020	18	7	depth	depth	NOUN
easat-7020	18	8	analysis	analysis	NOUN
easat-7020	18	9	of	of	ADP
easat-7020	18	10	customer	customer	NOUN
easat-7020	18	11	preferences	preference	NOUN
easat-7020	18	12	not	not	PART
easat-7020	18	13	only	only	ADV
easat-7020	18	14	helps	help	VERB
easat-7020	18	15	companies	company	NOUN
easat-7020	18	16	better	well	ADV
easat-7020	18	17	position	position	VERB
easat-7020	18	18	their	their	PRON
easat-7020	18	19	products	product	NOUN
easat-7020	18	20	and	and	CCONJ
easat-7020	18	21	services	service	NOUN
easat-7020	18	22	,	,	PUNCT
easat-7020	18	23	but	but	CCONJ
easat-7020	18	24	also	also	ADV
easat-7020	18	25	provides	provide	VERB
easat-7020	18	26	guidance	guidance	NOUN
easat-7020	18	27	in	in	ADP
easat-7020	18	28	product	product	NOUN
easat-7020	18	29	design	design	NOUN
easat-7020	18	30	,	,	PUNCT
easat-7020	18	31	marketing	marketing	NOUN
easat-7020	18	32	strategy	strategy	NOUN
easat-7020	18	33	development	development	NOUN
easat-7020	18	34	,	,	PUNCT
easat-7020	18	35	and	and	CCONJ
easat-7020	18	36	customer	customer	NOUN
easat-7020	18	37	relationship	relationship	NOUN
easat-7020	18	38	management	management	NOUN
easat-7020	18	39	.	.	PUNCT
easat-7020	19	1	in	in	ADP
easat-7020	19	2	order	order	NOUN
easat-7020	19	3	to	to	PART
easat-7020	19	4	analyze	analyze	VERB
easat-7020	19	5	and	and	CCONJ
easat-7020	19	6	predict	predict	VERB
easat-7020	19	7	the	the	DET
easat-7020	19	8	purchasing	purchase	VERB
easat-7020	19	9	preferences	preference	NOUN
easat-7020	19	10	of	of	ADP
easat-7020	19	11	ecommerce	ecommerce	NOUN
easat-7020	19	12	enterprise	enterprise	NOUN
easat-7020	19	13	customers	customer	NOUN
easat-7020	19	14	and	and	CCONJ
easat-7020	19	15	their	their	PRON
easat-7020	19	16	corresponding	correspond	VERB
easat-7020	19	17	product	product	NOUN
easat-7020	19	18	characteristics	characteristic	NOUN
easat-7020	19	19	,	,	PUNCT
easat-7020	19	20	hui	hui	PROPN
easat-7020	19	21	wang	wang	PROPN
easat-7020	19	22	combined	combine	VERB
easat-7020	19	23	k	k	PROPN
easat-7020	19	24	-	-	PUNCT
easat-7020	19	25	means	mean	NOUN
easat-7020	19	26	and	and	CCONJ
easat-7020	19	27	principal	principal	ADJ
easat-7020	19	28	component	component	NOUN
easat-7020	19	29	analysis	analysis	NOUN
easat-7020	19	30	to	to	PART
easat-7020	19	31	generate	generate	VERB
easat-7020	19	32	corresponding	corresponding	ADJ
easat-7020	19	33	and	and	CCONJ
easat-7020	19	34	interpretable	interpretable	ADJ
easat-7020	19	35	clusters	cluster	NOUN
easat-7020	19	36	of	of	ADP
easat-7020	19	37	products	product	NOUN
easat-7020	19	38	and	and	CCONJ
easat-7020	19	39	customers	customer	NOUN
easat-7020	19	40	,	,	PUNCT
easat-7020	19	41	and	and	CCONJ
easat-7020	19	42	converted	convert	VERB
easat-7020	19	43	the	the	DET
easat-7020	19	44	original	original	ADJ
easat-7020	19	45	data	datum	NOUN
easat-7020	19	46	into	into	ADP
easat-7020	19	47	data	datum	NOUN
easat-7020	19	48	that	that	PRON
easat-7020	19	49	can	can	AUX
easat-7020	19	50	be	be	AUX
easat-7020	19	51	used	use	VERB
easat-7020	19	52	for	for	ADP
easat-7020	19	53	the	the	DET
easat-7020	19	54	training	training	NOUN
easat-7020	19	55	of	of	ADP
easat-7020	19	56	preference	preference	NOUN
easat-7020	19	57	prediction	prediction	NOUN
easat-7020	19	58	classifiers	classifier	NOUN
easat-7020	19	59	.	.	PUNCT
easat-7020	20	1	the	the	DET
easat-7020	20	2	experimental	experimental	ADJ
easat-7020	20	3	results	result	NOUN
easat-7020	20	4	showed	show	VERB
easat-7020	20	5	that	that	SCONJ
easat-7020	20	6	5	5	NUM
easat-7020	20	7	categories	category	NOUN
easat-7020	20	8	of	of	ADP
easat-7020	20	9	product	product	NOUN
easat-7020	20	10	clusters	cluster	NOUN
easat-7020	20	11	and	and	CCONJ
easat-7020	20	12	11	11	NUM
easat-7020	20	13	categories	category	NOUN
easat-7020	20	14	of	of	ADP
easat-7020	20	15	customer	customer	NOUN
easat-7020	20	16	clusters	cluster	NOUN
easat-7020	20	17	were	be	AUX
easat-7020	20	18	correctly	correctly	ADV
easat-7020	20	19	generated	generate	VERB
easat-7020	20	20	based	base	VERB
easat-7020	20	21	on	on	ADP
easat-7020	20	22	the	the	DET
easat-7020	20	23	purchase	purchase	NOUN
easat-7020	20	24	data	datum	NOUN
easat-7020	20	25	,	,	PUNCT
easat-7020	20	26	and	and	CCONJ
easat-7020	20	27	the	the	DET
easat-7020	20	28	prediction	prediction	NOUN
easat-7020	20	29	accuracy	accuracy	NOUN
easat-7020	20	30	was	be	AUX
easat-7020	20	31	improved	improve	VERB
easat-7020	20	32	,	,	PUNCT
easat-7020	20	33	and	and	CCONJ
easat-7020	20	34	the	the	DET
easat-7020	20	35	customer	customer	NOUN
easat-7020	20	36	preference	preference	NOUN
easat-7020	20	37	categories	category	NOUN
easat-7020	20	38	were	be	AUX
easat-7020	20	39	predicted	predict	VERB
easat-7020	20	40	with	with	ADP
easat-7020	20	41	81.37	81.37	NUM
easat-7020	20	42	%	%	NOUN
easat-7020	20	43	accuracy	accuracy	NOUN
easat-7020	21	1	[	[	X
easat-7020	21	2	1	1	NUM
easat-7020	21	3	]	]	PUNCT
easat-7020	21	4	.	.	PUNCT
easat-7020	22	1	shen	shen	PROPN
easat-7020	22	2	chao	chao	PROPN
easat-7020	22	3	proposed	propose	VERB
easat-7020	22	4	a	a	DET
easat-7020	22	5	customer	customer	NOUN
easat-7020	22	6	preference	preference	NOUN
easat-7020	22	7	trend	trend	NOUN
easat-7020	22	8	mining	mining	NOUN
easat-7020	22	9	method	method	NOUN
easat-7020	22	10	in	in	ADP
easat-7020	22	11	order	order	NOUN
easat-7020	22	12	to	to	PART
easat-7020	22	13	effectively	effectively	ADV
easat-7020	22	14	obtain	obtain	VERB
easat-7020	22	15	customers	customer	NOUN
easat-7020	22	16	'	'	PART
easat-7020	22	17	demand	demand	NOUN
easat-7020	22	18	preferences	preference	NOUN
easat-7020	22	19	from	from	ADP
easat-7020	22	20	online	online	ADJ
easat-7020	22	21	review	review	NOUN
easat-7020	22	22	data	datum	NOUN
easat-7020	22	23	.	.	PUNCT
easat-7020	23	1	the	the	DET
easat-7020	23	2	method	method	NOUN
easat-7020	23	3	adopts	adopt	VERB
easat-7020	23	4	a	a	DET
easat-7020	23	5	time	time	NOUN
easat-7020	23	6	series	series	PROPN
easat-7020	23	7	model	model	NOUN
easat-7020	23	8	to	to	PART
easat-7020	23	9	predict	predict	VERB
easat-7020	23	10	the	the	DET
easat-7020	23	11	importance	importance	NOUN
easat-7020	23	12	of	of	ADP
easat-7020	23	13	product	product	NOUN
easat-7020	23	14	attributes	attribute	VERB
easat-7020	23	15	in	in	ADP
easat-7020	23	16	the	the	DET
easat-7020	23	17	next	next	ADJ
easat-7020	23	18	stage	stage	NOUN
easat-7020	23	19	,	,	PUNCT
easat-7020	23	20	and	and	CCONJ
easat-7020	23	21	uses	use	VERB
easat-7020	23	22	a	a	DET
easat-7020	23	23	decision	decision	NOUN
easat-7020	23	24	tree	tree	NOUN
easat-7020	23	25	model	model	NOUN
easat-7020	23	26	to	to	PART
easat-7020	23	27	analyze	analyze	VERB
easat-7020	23	28	the	the	DET
easat-7020	23	29	trend	trend	NOUN
easat-7020	23	30	of	of	ADP
easat-7020	23	31	customer	customer	NOUN
easat-7020	23	32	preferences	preference	NOUN
easat-7020	23	33	,	,	PUNCT
easat-7020	23	34	and	and	CCONJ
easat-7020	23	35	classifies	classify	VERB
easat-7020	23	36	product	product	NOUN
easat-7020	23	37	attributes	attribute	NOUN
easat-7020	23	38	into	into	ADP
easat-7020	23	39	key	key	ADJ
easat-7020	23	40	attributes	attribute	NOUN
easat-7020	23	41	and	and	CCONJ
easat-7020	23	42	nonkey	nonkey	ADJ
easat-7020	23	43	attributes	attribute	NOUN
easat-7020	23	44	[	[	PUNCT
easat-7020	23	45	2	2	NUM
easat-7020	23	46	]	]	PUNCT
easat-7020	23	47	.	.	PUNCT
easat-7020	24	1	based	base	VERB
easat-7020	24	2	on	on	ADP
easat-7020	24	3	the	the	DET
easat-7020	24	4	consumption	consumption	NOUN
easat-7020	24	5	preference	preference	NOUN
easat-7020	24	6	and	and	CCONJ
easat-7020	24	7	insurance	insurance	NOUN
easat-7020	24	8	demand	demand	NOUN
easat-7020	24	9	characteristics	characteristic	NOUN
easat-7020	24	10	of	of	ADP
easat-7020	24	11	various	various	ADJ
easat-7020	24	12	types	type	NOUN
easat-7020	24	13	of	of	ADP
easat-7020	24	14	customers	customer	NOUN
easat-7020	24	15	,	,	PUNCT
easat-7020	24	16	zhu	zhu	PROPN
easat-7020	24	17	linan	linan	PROPN
easat-7020	24	18	proposed	propose	VERB
easat-7020	24	19	corresponding	correspond	VERB
easat-7020	24	20	precise	precise	ADJ
easat-7020	24	21	marketing	marketing	NOUN
easat-7020	24	22	strategies	strategy	NOUN
easat-7020	24	23	and	and	CCONJ
easat-7020	24	24	customer	customer	NOUN
easat-7020	24	25	maintenance	maintenance	NOUN
easat-7020	24	26	strategies	strategy	NOUN
easat-7020	24	27	,	,	PUNCT
easat-7020	24	28	which	which	PRON
easat-7020	24	29	provided	provide	VERB
easat-7020	24	30	important	important	ADJ
easat-7020	24	31	references	reference	NOUN
easat-7020	24	32	for	for	ADP
easat-7020	24	33	the	the	DET
easat-7020	24	34	secondary	secondary	ADJ
easat-7020	24	35	precise	precise	ADJ
easat-7020	24	36	marketing	marketing	NOUN
easat-7020	24	37	development	development	NOUN
easat-7020	24	38	and	and	CCONJ
easat-7020	24	39	stable	stable	ADJ
easat-7020	24	40	customer	customer	NOUN
easat-7020	24	41	maintenance	maintenance	NOUN
easat-7020	24	42	of	of	ADP
easat-7020	24	43	cps	cps	PROPN
easat-7020	24	44	insurance	insurance	NOUN
easat-7020	24	45	for	for	ADP
easat-7020	24	46	health	health	NOUN
easat-7020	24	47	insurance	insurance	NOUN
easat-7020	24	48	stock	stock	NOUN
easat-7020	24	49	customers	customer	NOUN
easat-7020	24	50	zhu	zhu	PROPN
easat-7020	24	51	,	,	PUNCT
easat-7020	24	52	et	et	PROPN
easat-7020	24	53	al	al	PROPN
easat-7020	24	54	.	.	PUNCT
easat-7020	25	1	[	[	X
easat-7020	25	2	3	3	NUM
easat-7020	25	3	]	]	PUNCT
easat-7020	25	4	.	.	PUNCT
easat-7020	26	1	zhu	zhu	PROPN
easat-7020	26	2	and	and	CCONJ
easat-7020	26	3	gou	gou	X
easat-7020	26	4	[	[	X
easat-7020	26	5	4	4	NUM
easat-7020	26	6	]	]	PUNCT
easat-7020	26	7	used	use	VERB
easat-7020	26	8	the	the	DET
easat-7020	26	9	light	light	ADJ
easat-7020	26	10	gradient	gradient	NOUN
easat-7020	26	11	boosting	boost	VERB
easat-7020	26	12	machine	machine	NOUN
easat-7020	26	13	model	model	NOUN
easat-7020	26	14	and	and	CCONJ
easat-7020	26	15	the	the	DET
easat-7020	26	16	shapley	shapley	NOUN
easat-7020	26	17	additive	additive	ADJ
easat-7020	26	18	explanning	explanne	VERB
easat-7020	26	19	method	method	NOUN
easat-7020	26	20	to	to	PART
easat-7020	26	21	empirically	empirically	ADV
easat-7020	26	22	analyze	analyze	VERB
easat-7020	26	23	the	the	DET
easat-7020	26	24	financial	financial	ADJ
easat-7020	26	25	survey	survey	NOUN
easat-7020	26	26	data	datum	NOUN
easat-7020	26	27	in	in	ADP
easat-7020	26	28	china	china	PROPN
easat-7020	26	29	from	from	ADP
easat-7020	26	30	2017	2017	NUM
easat-7020	26	31	to	to	ADP
easat-7020	26	32	2019	2019	NUM
easat-7020	26	33	,	,	PUNCT
easat-7020	26	34	fully	fully	ADV
easat-7020	26	35	exploring	explore	VERB
easat-7020	26	36	the	the	DET
easat-7020	26	37	influencing	influence	VERB
easat-7020	26	38	factors	factor	NOUN
easat-7020	26	39	and	and	CCONJ
easat-7020	26	40	mechanisms	mechanism	NOUN
easat-7020	26	41	of	of	ADP
easat-7020	26	42	residents	resident	NOUN
easat-7020	26	43	'	'	PART
easat-7020	26	44	risk	risk	NOUN
easat-7020	26	45	preferences	preference	NOUN
easat-7020	26	46	based	base	VERB
easat-7020	26	47	on	on	ADP
easat-7020	26	48	high	high	ADJ
easat-7020	26	49	-	-	PUNCT
easat-7020	26	50	dimensional	dimensional	ADJ
easat-7020	26	51	features	feature	NOUN
easat-7020	26	52	.	.	PUNCT
easat-7020	27	1	the	the	DET
easat-7020	27	2	results	result	NOUN
easat-7020	27	3	showed	show	VERB
easat-7020	27	4	that	that	SCONJ
easat-7020	27	5	age	age	NOUN
easat-7020	27	6	,	,	PUNCT
easat-7020	27	7	financial	financial	ADJ
easat-7020	27	8	literacy	literacy	NOUN
easat-7020	27	9	,	,	PUNCT
easat-7020	27	10	household	household	NOUN
easat-7020	27	11	income	income	NOUN
easat-7020	27	12	and	and	CCONJ
easat-7020	27	13	intertemporal	intertemporal	ADJ
easat-7020	27	14	changes	change	NOUN
easat-7020	27	15	in	in	ADP
easat-7020	27	16	income	income	NOUN
easat-7020	27	17	had	have	VERB
easat-7020	27	18	significant	significant	ADJ
easat-7020	27	19	effects	effect	NOUN
easat-7020	27	20	,	,	PUNCT
easat-7020	27	21	with	with	ADP
easat-7020	27	22	age	age	NOUN
easat-7020	27	23	and	and	CCONJ
easat-7020	27	24	financial	financial	ADJ
easat-7020	27	25	literacy	literacy	NOUN
easat-7020	27	26	having	have	VERB
easat-7020	27	27	the	the	DET
easat-7020	27	28	most	most	ADV
easat-7020	27	29	important	important	ADJ
easat-7020	27	30	effects	effect	NOUN
easat-7020	27	31	,	,	PUNCT
easat-7020	27	32	and	and	CCONJ
easat-7020	27	33	there	there	PRON
easat-7020	27	34	was	be	VERB
easat-7020	27	35	a	a	DET
easat-7020	27	36	negative	negative	ADJ
easat-7020	27	37	relationship	relationship	NOUN
easat-7020	27	38	between	between	ADP
easat-7020	27	39	age	age	NOUN
easat-7020	27	40	and	and	CCONJ
easat-7020	27	41	residents	resident	NOUN
easat-7020	27	42	'	'	PART
easat-7020	27	43	investment	investment	NOUN
easat-7020	27	44	risk	risk	NOUN
easat-7020	27	45	preferences	preference	VERB
easat-7020	27	46	zhu	zhu	PROPN
easat-7020	27	47	and	and	CCONJ
easat-7020	27	48	gou	gou	X
easat-7020	28	1	[	[	X
easat-7020	28	2	4	4	NUM
easat-7020	28	3	]	]	PUNCT
easat-7020	28	4	.	.	PUNCT
easat-7020	29	1	wu	wu	PROPN
easat-7020	29	2	,	,	PUNCT
easat-7020	29	3	et	et	PROPN
easat-7020	29	4	al	al	PROPN
easat-7020	29	5	.	.	PUNCT
easat-7020	30	1	[	[	X
easat-7020	30	2	5	5	NUM
easat-7020	30	3	]	]	PUNCT
easat-7020	30	4	took	take	VERB
easat-7020	30	5	a	a	DET
easat-7020	30	6	specific	specific	ADJ
easat-7020	30	7	customer	customer	NOUN
easat-7020	30	8	as	as	ADP
easat-7020	30	9	an	an	DET
easat-7020	30	10	example	example	NOUN
easat-7020	30	11	to	to	PART
easat-7020	30	12	show	show	VERB
easat-7020	30	13	the	the	DET
easat-7020	30	14	whole	whole	ADJ
easat-7020	30	15	process	process	NOUN
easat-7020	30	16	of	of	ADP
easat-7020	30	17	matching	match	VERB
easat-7020	30	18	customer	customer	NOUN
easat-7020	30	19	preference	preference	NOUN
easat-7020	30	20	with	with	ADP
easat-7020	30	21	assembly	assembly	NOUN
easat-7020	30	22	decoration	decoration	NOUN
easat-7020	30	23	customization	customization	NOUN
easat-7020	30	24	,	,	PUNCT
easat-7020	30	25	and	and	CCONJ
easat-7020	30	26	located	locate	VERB
easat-7020	30	27	the	the	DET
easat-7020	30	28	customer	customer	NOUN
easat-7020	30	29	order	order	NOUN
easat-7020	30	30	separation	separation	NOUN
easat-7020	30	31	point	point	NOUN
easat-7020	30	32	at	at	ADP
easat-7020	30	33	the	the	DET
easat-7020	30	34	level	level	NOUN
easat-7020	30	35	of	of	ADP
easat-7020	30	36	parts	part	NOUN
easat-7020	30	37	and	and	CCONJ
easat-7020	30	38	components	component	NOUN
easat-7020	30	39	,	,	PUNCT
easat-7020	30	40	which	which	PRON
easat-7020	30	41	provided	provide	VERB
easat-7020	30	42	a	a	DET
easat-7020	30	43	reference	reference	NOUN
easat-7020	30	44	for	for	ADP
easat-7020	30	45	promoting	promote	VERB
easat-7020	30	46	the	the	DET
easat-7020	30	47	practice	practice	NOUN
easat-7020	30	48	of	of	ADP
easat-7020	30	49	assembly	assembly	NOUN
easat-7020	30	50	decoration	decoration	NOUN
easat-7020	30	51	projects	project	NOUN
easat-7020	30	52	,	,	PUNCT
easat-7020	30	53	and	and	CCONJ
easat-7020	30	54	at	at	ADP
easat-7020	30	55	the	the	DET
easat-7020	30	56	same	same	ADJ
easat-7020	30	57	time	time	NOUN
easat-7020	30	58	,	,	PUNCT
easat-7020	30	59	enhanced	enhance	VERB
easat-7020	30	60	the	the	DET
easat-7020	30	61	competitiveness	competitiveness	NOUN
easat-7020	30	62	of	of	ADP
easat-7020	30	63	developers	developer	NOUN
easat-7020	30	64	and	and	CCONJ
easat-7020	30	65	renovation	renovation	NOUN
easat-7020	30	66	companies	company	NOUN
easat-7020	30	67	,	,	PUNCT
easat-7020	30	68	and	and	CCONJ
easat-7020	30	69	maximized	maximize	VERB
easat-7020	30	70	the	the	DET
easat-7020	30	71	customer	customer	NOUN
easat-7020	30	72	satisfaction	satisfaction	NOUN
easat-7020	30	73	[	[	X
easat-7020	30	74	5	5	NUM
easat-7020	30	75	]	]	PUNCT
easat-7020	30	76	.	.	PUNCT
easat-7020	31	1	he	he	PRON
easat-7020	31	2	p	p	PROPN
easat-7020	31	3	estimated	estimate	VERB
easat-7020	31	4	a	a	DET
easat-7020	31	5	structural	structural	ADJ
easat-7020	31	6	demand	demand	NOUN
easat-7020	31	7	model	model	NOUN
easat-7020	31	8	on	on	ADP
easat-7020	31	9	a	a	DET
easat-7020	31	10	network	network	NOUN
easat-7020	31	11	of	of	ADP
easat-7020	31	12	stations	station	NOUN
easat-7020	31	13	to	to	PART
easat-7020	31	14	understand	understand	VERB
easat-7020	31	15	customer	customer	NOUN
easat-7020	31	16	preference	preference	NOUN
easat-7020	31	17	parameters	parameter	NOUN
easat-7020	31	18	based	base	VERB
easat-7020	31	19	on	on	ADP
easat-7020	31	20	the	the	DET
easat-7020	31	21	city	city	NOUN
easat-7020	31	22	of	of	ADP
easat-7020	31	23	london	london	PROPN
easat-7020	31	24	's	's	PART
easat-7020	31	25	bike	bike	NOUN
easat-7020	31	26	sharing	sharing	NOUN
easat-7020	31	27	system	system	NOUN
easat-7020	31	28	and	and	CCONJ
easat-7020	31	29	used	use	VERB
easat-7020	31	30	the	the	DET
easat-7020	31	31	estimated	estimate	VERB
easat-7020	31	32	model	model	NOUN
easat-7020	31	33	to	to	PART
easat-7020	31	34	provide	provide	VERB
easat-7020	31	35	insights	insight	NOUN
easat-7020	31	36	into	into	ADP
easat-7020	31	37	the	the	DET
easat-7020	31	38	design	design	NOUN
easat-7020	31	39	and	and	CCONJ
easat-7020	31	40	extension	extension	NOUN
easat-7020	31	41	of	of	ADP
easat-7020	31	42	the	the	DET
easat-7020	31	43	bike	bike	NOUN
easat-7020	31	44	sharing	sharing	NOUN
easat-7020	31	45	system	system	NOUN
easat-7020	31	46	he	he	PRON
easat-7020	31	47	,	,	PUNCT
easat-7020	31	48	et	et	PROPN
easat-7020	31	49	al	al	PROPN
easat-7020	31	50	.	.	PUNCT
easat-7020	32	1	[	[	X
easat-7020	32	2	6	6	NUM
easat-7020	32	3	]	]	PUNCT
easat-7020	32	4	.	.	PUNCT
easat-7020	32	5	kuncoro	kuncoro	PROPN
easat-7020	32	6	and	and	CCONJ
easat-7020	32	7	kusumawati	kusumawati	PROPN
easat-7020	32	8	[	[	X
easat-7020	32	9	7	7	X
easat-7020	32	10	]	]	PUNCT
easat-7020	32	11	emphasized	emphasize	VERB
easat-7020	32	12	the	the	DET
easat-7020	32	13	key	key	ADJ
easat-7020	32	14	role	role	NOUN
easat-7020	32	15	of	of	ADP
easat-7020	32	16	customer	customer	NOUN
easat-7020	32	17	preferences	preference	NOUN
easat-7020	32	18	in	in	ADP
easat-7020	32	19	the	the	DET
easat-7020	32	20	decision	decision	NOUN
easat-7020	32	21	making	make	VERB
easat-7020	32	22	process	process	NOUN
easat-7020	32	23	of	of	ADP
easat-7020	32	24	purchasing	purchase	VERB
easat-7020	32	25	a	a	DET
easat-7020	32	26	sleep	sleep	NOUN
easat-7020	32	27	product	product	NOUN
easat-7020	32	28	and	and	CCONJ
easat-7020	32	29	provided	provide	VERB
easat-7020	32	30	marketers	marketer	NOUN
easat-7020	32	31	with	with	ADP
easat-7020	32	32	suggestions	suggestion	NOUN
easat-7020	32	33	for	for	ADP
easat-7020	32	34	strategies	strategy	NOUN
easat-7020	32	35	based	base	VERB
easat-7020	32	36	on	on	ADP
easat-7020	32	37	customer	customer	NOUN
easat-7020	32	38	preferences	preference	NOUN
easat-7020	32	39	kuncoro	kuncoro	PROPN
easat-7020	32	40	and	and	CCONJ
easat-7020	32	41	kusumawati	kusumawati	PROPN
easat-7020	32	42	[	[	X
easat-7020	32	43	7	7	NUM
easat-7020	32	44	]	]	PUNCT
easat-7020	32	45	.	.	PUNCT
easat-7020	33	1	budur	budur	ADJ
easat-7020	33	2	and	and	CCONJ
easat-7020	33	3	poturak	poturak	NOUN
easat-7020	34	1	[	[	X
easat-7020	34	2	8	8	X
easat-7020	34	3	]	]	PUNCT
easat-7020	34	4	discussed	discuss	VERB
easat-7020	34	5	customer	customer	NOUN
easat-7020	34	6	perceptions	perception	NOUN
easat-7020	34	7	of	of	ADP
easat-7020	34	8	employee	employee	NOUN
easat-7020	34	9	performance	performance	NOUN
easat-7020	34	10	and	and	CCONJ
easat-7020	34	11	the	the	DET
easat-7020	34	12	overall	overall	ADJ
easat-7020	34	13	performance	performance	NOUN
easat-7020	34	14	of	of	ADP
easat-7020	34	15	employees	employee	NOUN
easat-7020	34	16	in	in	ADP
easat-7020	34	17	terms	term	NOUN
easat-7020	34	18	of	of	ADP
easat-7020	34	19	customer	customer	NOUN
easat-7020	34	20	satisfaction	satisfaction	NOUN
easat-7020	34	21	and	and	CCONJ
easat-7020	34	22	loyalty	loyalty	NOUN
easat-7020	34	23	based	base	VERB
easat-7020	34	24	on	on	ADP
easat-7020	34	25	the	the	DET
easat-7020	34	26	constant	constant	ADJ
easat-7020	34	27	changes	change	NOUN
easat-7020	34	28	in	in	ADP
easat-7020	34	29	customer	customer	NOUN
easat-7020	34	30	preferences	preference	NOUN
easat-7020	34	31	and	and	CCONJ
easat-7020	34	32	behaviors	behavior	NOUN
easat-7020	34	33	budur	budur	VERB
easat-7020	34	34	and	and	CCONJ
easat-7020	34	35	poturak	poturak	NOUN
easat-7020	35	1	[	[	X
easat-7020	35	2	8	8	NUM
easat-7020	35	3	]	]	PUNCT
easat-7020	35	4	.	.	PUNCT
easat-7020	36	1	biswas	biswas	PROPN
easat-7020	36	2	,	,	PUNCT
easat-7020	36	3	et	et	PROPN
easat-7020	36	4	al	al	PROPN
easat-7020	36	5	.	.	PUNCT
easat-7020	37	1	[	[	X
easat-7020	37	2	9	9	NUM
easat-7020	37	3	]	]	PUNCT
easat-7020	37	4	aimed	aim	VERB
easat-7020	37	5	to	to	PART
easat-7020	37	6	explore	explore	VERB
easat-7020	37	7	the	the	DET
easat-7020	37	8	relationship	relationship	NOUN
easat-7020	37	9	between	between	ADP
easat-7020	37	10	destination	destination	NOUN
easat-7020	37	11	attributes	attribute	NOUN
easat-7020	37	12	and	and	CCONJ
easat-7020	37	13	tourist	tourist	NOUN
easat-7020	37	14	satisfaction	satisfaction	NOUN
easat-7020	37	15	and	and	CCONJ
easat-7020	37	16	to	to	ADP
easat-7020	37	17	what	what	DET
easat-7020	37	18	extent	extent	NOUN
easat-7020	37	19	emotional	emotional	ADJ
easat-7020	37	20	involvement	involvement	NOUN
easat-7020	37	21	played	play	VERB
easat-7020	37	22	a	a	DET
easat-7020	37	23	role	role	NOUN
easat-7020	37	24	in	in	ADP
easat-7020	37	25	mediating	mediate	VERB
easat-7020	37	26	the	the	DET
easat-7020	37	27	relationship	relationship	NOUN
easat-7020	37	28	between	between	ADP
easat-7020	37	29	destination	destination	NOUN
easat-7020	37	30	attributes	attribute	NOUN
easat-7020	37	31	and	and	CCONJ
easat-7020	37	32	tourist	tourist	NOUN
easat-7020	37	33	satisfaction	satisfaction	NOUN
easat-7020	37	34	biswas	biswas	PROPN
easat-7020	37	35	,	,	PUNCT
easat-7020	37	36	et	et	PROPN
easat-7020	37	37	al	al	PROPN
easat-7020	37	38	.	.	PUNCT
easat-7020	38	1	[	[	X
easat-7020	38	2	9	9	NUM
easat-7020	38	3	]	]	PUNCT
easat-7020	38	4	.	.	PUNCT
easat-7020	39	1	dodanwala	dodanwala	PROPN
easat-7020	39	2	and	and	CCONJ
easat-7020	39	3	shrestha	shrestha	NOUN
easat-7020	40	1	[	[	X
easat-7020	40	2	10	10	NUM
easat-7020	40	3	]	]	SYM
easat-7020	40	4	843	843	NUM
easat-7020	40	5	edelweiss	edelweiss	PROPN
easat-7020	40	6	applied	apply	VERB
easat-7020	40	7	science	science	NOUN
easat-7020	40	8	and	and	CCONJ
easat-7020	40	9	technology	technology	NOUN
easat-7020	40	10	issn	issn	PROPN
easat-7020	40	11	:	:	PUNCT
easat-7020	40	12	2576	2576	NUM
easat-7020	40	13	-	-	SYM
easat-7020	40	14	8484	8484	NUM
easat-7020	40	15	vol	vol	NOUN
easat-7020	40	16	.	.	PROPN
easat-7020	41	1	9	9	NUM
easat-7020	41	2	,	,	PUNCT
easat-7020	41	3	no	no	INTJ
easat-7020	41	4	.	.	NOUN
easat-7020	41	5	5	5	NUM
easat-7020	41	6	:	:	PUNCT
easat-7020	41	7	841	841	NUM
easat-7020	41	8	-	-	SYM
easat-7020	41	9	850	850	NUM
easat-7020	41	10	,	,	PUNCT
easat-7020	41	11	2025	2025	NUM
easat-7020	41	12	doi	doi	NOUN
easat-7020	41	13	:	:	PUNCT
easat-7020	41	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	41	15	©	©	PROPN
easat-7020	41	16	2025	2025	NUM
easat-7020	41	17	by	by	ADP
easat-7020	41	18	the	the	DET
easat-7020	41	19	author	author	NOUN
easat-7020	41	20	;	;	PUNCT
easat-7020	41	21	licensee	licensee	PROPN
easat-7020	41	22	learning	learning	PROPN
easat-7020	41	23	gate	gate	NOUN
easat-7020	41	24	aimed	aim	VERB
easat-7020	41	25	to	to	PART
easat-7020	41	26	assess	assess	VERB
easat-7020	41	27	the	the	DET
easat-7020	41	28	mediating	mediate	VERB
easat-7020	41	29	role	role	NOUN
easat-7020	41	30	of	of	ADP
easat-7020	41	31	emotional	emotional	ADJ
easat-7020	41	32	exhaustion	exhaustion	NOUN
easat-7020	41	33	in	in	ADP
easat-7020	41	34	the	the	DET
easat-7020	41	35	relationship	relationship	NOUN
easat-7020	41	36	between	between	ADP
easat-7020	41	37	work	work	NOUN
easat-7020	41	38	-	-	PUNCT
easat-7020	41	39	family	family	NOUN
easat-7020	41	40	conflict	conflict	NOUN
easat-7020	41	41	and	and	CCONJ
easat-7020	41	42	job	job	NOUN
easat-7020	41	43	satisfaction	satisfaction	NOUN
easat-7020	41	44	among	among	ADP
easat-7020	41	45	construction	construction	NOUN
easat-7020	41	46	professionals	professional	NOUN
easat-7020	41	47	[	[	X
easat-7020	41	48	10	10	NUM
easat-7020	41	49	]	]	PUNCT
easat-7020	41	50	.	.	PUNCT
easat-7020	42	1	existing	exist	VERB
easat-7020	42	2	research	research	NOUN
easat-7020	42	3	has	have	AUX
easat-7020	42	4	explored	explore	VERB
easat-7020	42	5	relatively	relatively	ADV
easat-7020	42	6	little	little	ADJ
easat-7020	42	7	on	on	ADP
easat-7020	42	8	the	the	DET
easat-7020	42	9	emotional	emotional	ADJ
easat-7020	42	10	dimension	dimension	NOUN
easat-7020	42	11	,	,	PUNCT
easat-7020	42	12	especially	especially	ADV
easat-7020	42	13	on	on	ADP
easat-7020	42	14	how	how	SCONJ
easat-7020	42	15	to	to	PART
easat-7020	42	16	translate	translate	VERB
easat-7020	42	17	customer	customer	NOUN
easat-7020	42	18	preferences	preference	NOUN
easat-7020	42	19	into	into	ADP
easat-7020	42	20	emotional	emotional	ADJ
easat-7020	42	21	satisfaction	satisfaction	NOUN
easat-7020	42	22	and	and	CCONJ
easat-7020	42	23	personalized	personalized	ADJ
easat-7020	42	24	experiences	experience	NOUN
easat-7020	42	25	.	.	PUNCT
easat-7020	43	1	this	this	DET
easat-7020	43	2	study	study	NOUN
easat-7020	43	3	analyzes	analyze	VERB
easat-7020	43	4	the	the	DET
easat-7020	43	5	personalized	personalize	VERB
easat-7020	43	6	needs	need	NOUN
easat-7020	43	7	of	of	ADP
easat-7020	43	8	homestay	homestay	PROPN
easat-7020	43	9	inn	inn	PROPN
easat-7020	43	10	customers	customer	NOUN
easat-7020	43	11	in	in	ADP
easat-7020	43	12	terms	term	NOUN
easat-7020	43	13	of	of	ADP
easat-7020	43	14	design	design	NOUN
easat-7020	43	15	and	and	CCONJ
easat-7020	43	16	experience	experience	NOUN
easat-7020	43	17	through	through	ADP
easat-7020	43	18	a	a	DET
easat-7020	43	19	combination	combination	NOUN
easat-7020	43	20	of	of	ADP
easat-7020	43	21	qualitative	qualitative	ADJ
easat-7020	43	22	and	and	CCONJ
easat-7020	43	23	quantitative	quantitative	ADJ
easat-7020	43	24	research	research	NOUN
easat-7020	43	25	methods	method	NOUN
easat-7020	43	26	,	,	PUNCT
easat-7020	43	27	exploring	explore	VERB
easat-7020	43	28	how	how	SCONJ
easat-7020	43	29	customer	customer	NOUN
easat-7020	43	30	preferences	preference	NOUN
easat-7020	43	31	affect	affect	VERB
easat-7020	43	32	their	their	PRON
easat-7020	43	33	emotional	emotional	ADJ
easat-7020	43	34	responses	response	NOUN
easat-7020	43	35	and	and	CCONJ
easat-7020	43	36	how	how	SCONJ
easat-7020	43	37	homestay	homestay	PROPN
easat-7020	43	38	inn	inn	PROPN
easat-7020	43	39	design	design	NOUN
easat-7020	43	40	can	can	AUX
easat-7020	43	41	better	well	ADV
easat-7020	43	42	satisfy	satisfy	VERB
easat-7020	43	43	these	these	DET
easat-7020	43	44	needs	need	NOUN
easat-7020	43	45	,	,	PUNCT
easat-7020	43	46	thereby	thereby	ADV
easat-7020	43	47	enhancing	enhance	VERB
easat-7020	43	48	customer	customer	NOUN
easat-7020	43	49	satisfaction	satisfaction	NOUN
easat-7020	43	50	and	and	CCONJ
easat-7020	43	51	loyalty	loyalty	NOUN
easat-7020	43	52	.	.	PUNCT
easat-7020	44	1	3	3	X
easat-7020	44	2	.	.	X
easat-7020	44	3	method	method	PROPN
easat-7020	44	4	3.1	3.1	NUM
easat-7020	44	5	.	.	PUNCT
easat-7020	45	1	research	research	NOUN
easat-7020	45	2	design	design	VERB
easat-7020	45	3	the	the	DET
easat-7020	45	4	purpose	purpose	NOUN
easat-7020	45	5	of	of	ADP
easat-7020	45	6	this	this	DET
easat-7020	45	7	study	study	NOUN
easat-7020	45	8	is	be	AUX
easat-7020	45	9	to	to	PART
easat-7020	45	10	provide	provide	VERB
easat-7020	45	11	a	a	DET
easat-7020	45	12	comprehensive	comprehensive	ADJ
easat-7020	45	13	research	research	NOUN
easat-7020	45	14	framework	framework	NOUN
easat-7020	45	15	,	,	PUNCT
easat-7020	45	16	and	and	CCONJ
easat-7020	45	17	put	put	VERB
easat-7020	45	18	forward	forward	ADV
easat-7020	45	19	that	that	SCONJ
easat-7020	45	20	personalized	personalized	ADJ
easat-7020	45	21	design	design	NOUN
easat-7020	45	22	can	can	AUX
easat-7020	45	23	improve	improve	VERB
easat-7020	45	24	customers	customer	NOUN
easat-7020	45	25	'	'	PART
easat-7020	45	26	emotional	emotional	ADJ
easat-7020	45	27	satisfaction	satisfaction	NOUN
easat-7020	45	28	with	with	ADP
easat-7020	45	29	their	their	PRON
easat-7020	45	30	homestay	homestay	PROPN
easat-7020	45	31	experience	experience	NOUN
easat-7020	45	32	,	,	PUNCT
easat-7020	45	33	and	and	CCONJ
easat-7020	45	34	then	then	ADV
easat-7020	45	35	affect	affect	VERB
easat-7020	45	36	the	the	DET
easat-7020	45	37	overall	overall	ADJ
easat-7020	45	38	satisfaction	satisfaction	NOUN
easat-7020	45	39	and	and	CCONJ
easat-7020	45	40	loyalty	loyalty	NOUN
easat-7020	45	41	[	[	X
easat-7020	45	42	11	11	NUM
easat-7020	45	43	,	,	PUNCT
easat-7020	45	44	12	12	NUM
easat-7020	45	45	]	]	PUNCT
easat-7020	45	46	.	.	PUNCT
easat-7020	46	1	the	the	DET
easat-7020	46	2	research	research	NOUN
easat-7020	46	3	framework	framework	NOUN
easat-7020	46	4	includes	include	VERB
easat-7020	46	5	identifying	identify	VERB
easat-7020	46	6	design	design	NOUN
easat-7020	46	7	element	element	NOUN
easat-7020	46	8	preferences	preference	NOUN
easat-7020	46	9	,	,	PUNCT
easat-7020	46	10	measuring	measure	VERB
easat-7020	46	11	emotional	emotional	ADJ
easat-7020	46	12	satisfaction	satisfaction	NOUN
easat-7020	46	13	,	,	PUNCT
easat-7020	46	14	and	and	CCONJ
easat-7020	46	15	the	the	DET
easat-7020	46	16	theoretical	theoretical	ADJ
easat-7020	46	17	relationship	relationship	NOUN
easat-7020	46	18	between	between	ADP
easat-7020	46	19	these	these	DET
easat-7020	46	20	conditions	condition	NOUN
easat-7020	46	21	.	.	PUNCT
easat-7020	47	1	based	base	VERB
easat-7020	47	2	on	on	ADP
easat-7020	47	3	the	the	DET
easat-7020	47	4	nature	nature	NOUN
easat-7020	47	5	of	of	ADP
easat-7020	47	6	research	research	NOUN
easat-7020	47	7	questions	question	NOUN
easat-7020	47	8	and	and	CCONJ
easat-7020	47	9	data	datum	NOUN
easat-7020	47	10	,	,	PUNCT
easat-7020	47	11	this	this	DET
easat-7020	47	12	paper	paper	NOUN
easat-7020	47	13	adopts	adopt	VERB
easat-7020	47	14	a	a	DET
easat-7020	47	15	mixed	mixed	ADJ
easat-7020	47	16	method	method	NOUN
easat-7020	47	17	,	,	PUNCT
easat-7020	47	18	which	which	PRON
easat-7020	47	19	uses	use	VERB
easat-7020	47	20	the	the	DET
easat-7020	47	21	interactive	interactive	ADJ
easat-7020	47	22	combination	combination	NOUN
easat-7020	47	23	of	of	ADP
easat-7020	47	24	qualitative	qualitative	ADJ
easat-7020	47	25	and	and	CCONJ
easat-7020	47	26	quantitative	quantitative	ADJ
easat-7020	47	27	research	research	NOUN
easat-7020	47	28	.	.	PUNCT
easat-7020	48	1	the	the	DET
easat-7020	48	2	qualitative	qualitative	ADJ
easat-7020	48	3	part	part	NOUN
easat-7020	48	4	uses	use	VERB
easat-7020	48	5	the	the	DET
easat-7020	48	6	method	method	NOUN
easat-7020	48	7	of	of	ADP
easat-7020	48	8	generating	generate	VERB
easat-7020	48	9	data	datum	NOUN
easat-7020	48	10	,	,	PUNCT
easat-7020	48	11	including	include	VERB
easat-7020	48	12	semi	semi	ADJ
easat-7020	48	13	-	-	ADJ
easat-7020	48	14	structured	structured	ADJ
easat-7020	48	15	interviews	interview	NOUN
easat-7020	48	16	,	,	PUNCT
easat-7020	48	17	participant	participant	ADJ
easat-7020	48	18	observation	observation	NOUN
easat-7020	48	19	and	and	CCONJ
easat-7020	48	20	verbatim	verbatim	ADJ
easat-7020	48	21	records	record	NOUN
easat-7020	48	22	,	,	PUNCT
easat-7020	48	23	in	in	ADP
easat-7020	48	24	order	order	NOUN
easat-7020	48	25	to	to	PART
easat-7020	48	26	obtain	obtain	VERB
easat-7020	48	27	the	the	DET
easat-7020	48	28	description	description	NOUN
easat-7020	48	29	of	of	ADP
easat-7020	48	30	customers	customer	NOUN
easat-7020	48	31	'	'	PART
easat-7020	48	32	emotional	emotional	ADJ
easat-7020	48	33	response	response	NOUN
easat-7020	48	34	and	and	CCONJ
easat-7020	48	35	personalized	personalized	ADJ
easat-7020	48	36	experience	experience	NOUN
easat-7020	48	37	to	to	ADP
easat-7020	48	38	the	the	DET
easat-7020	48	39	hotel	hotel	NOUN
easat-7020	48	40	design	design	NOUN
easat-7020	48	41	.	.	PUNCT
easat-7020	49	1	in	in	ADP
easat-7020	49	2	the	the	DET
easat-7020	49	3	quantitative	quantitative	ADJ
easat-7020	49	4	part	part	NOUN
easat-7020	49	5	,	,	PUNCT
easat-7020	49	6	data	datum	NOUN
easat-7020	49	7	is	be	AUX
easat-7020	49	8	collected	collect	VERB
easat-7020	49	9	through	through	ADP
easat-7020	49	10	questionnaire	questionnaire	NOUN
easat-7020	49	11	survey	survey	NOUN
easat-7020	49	12	,	,	PUNCT
easat-7020	49	13	and	and	CCONJ
easat-7020	49	14	the	the	DET
easat-7020	49	15	universality	universality	NOUN
easat-7020	49	16	of	of	ADP
easat-7020	49	17	qualitative	qualitative	ADJ
easat-7020	49	18	findings	finding	NOUN
easat-7020	49	19	is	be	AUX
easat-7020	49	20	verified	verify	VERB
easat-7020	49	21	by	by	ADP
easat-7020	49	22	statistical	statistical	ADJ
easat-7020	49	23	analysis	analysis	NOUN
easat-7020	49	24	,	,	PUNCT
easat-7020	49	25	and	and	CCONJ
easat-7020	49	26	the	the	DET
easat-7020	49	27	research	research	NOUN
easat-7020	49	28	hypothesis	hypothesis	NOUN
easat-7020	49	29	is	be	AUX
easat-7020	49	30	tested	test	VERB
easat-7020	49	31	.	.	PUNCT
easat-7020	50	1	this	this	DET
easat-7020	50	2	study	study	NOUN
easat-7020	50	3	deals	deal	VERB
easat-7020	50	4	with	with	ADP
easat-7020	50	5	this	this	DET
easat-7020	50	6	problem	problem	NOUN
easat-7020	50	7	from	from	ADP
easat-7020	50	8	many	many	ADJ
easat-7020	50	9	favorable	favorable	ADJ
easat-7020	50	10	angles	angle	NOUN
easat-7020	50	11	,	,	PUNCT
easat-7020	50	12	not	not	PART
easat-7020	50	13	only	only	ADV
easat-7020	50	14	through	through	ADP
easat-7020	50	15	qualitative	qualitative	ADJ
easat-7020	50	16	narration	narration	NOUN
easat-7020	50	17	to	to	PART
easat-7020	50	18	show	show	VERB
easat-7020	50	19	the	the	DET
easat-7020	50	20	data	datum	NOUN
easat-7020	50	21	to	to	PART
easat-7020	50	22	understand	understand	VERB
easat-7020	50	23	the	the	DET
easat-7020	50	24	relationship	relationship	NOUN
easat-7020	50	25	between	between	ADP
easat-7020	50	26	customer	customer	NOUN
easat-7020	50	27	preference	preference	NOUN
easat-7020	50	28	and	and	CCONJ
easat-7020	50	29	emotional	emotional	ADJ
easat-7020	50	30	satisfaction	satisfaction	NOUN
easat-7020	50	31	,	,	PUNCT
easat-7020	50	32	but	but	CCONJ
easat-7020	50	33	also	also	ADV
easat-7020	50	34	using	use	VERB
easat-7020	50	35	digital	digital	ADJ
easat-7020	50	36	quantification	quantification	NOUN
easat-7020	50	37	data	datum	NOUN
easat-7020	50	38	.	.	PUNCT
easat-7020	51	1	3.2	3.2	NUM
easat-7020	51	2	.	.	PUNCT
easat-7020	52	1	data	datum	NOUN
easat-7020	52	2	collection	collection	NOUN
easat-7020	52	3	in	in	ADP
easat-7020	52	4	this	this	DET
easat-7020	52	5	section	section	NOUN
easat-7020	52	6	,	,	PUNCT
easat-7020	52	7	data	datum	NOUN
easat-7020	52	8	are	be	AUX
easat-7020	52	9	collected	collect	VERB
easat-7020	52	10	by	by	ADP
easat-7020	52	11	exploring	explore	VERB
easat-7020	52	12	customers	customer	NOUN
easat-7020	52	13	'	'	PART
easat-7020	52	14	accommodation	accommodation	NOUN
easat-7020	52	15	preferences	preference	NOUN
easat-7020	52	16	and	and	CCONJ
easat-7020	52	17	emotional	emotional	ADJ
easat-7020	52	18	experiences	experience	NOUN
easat-7020	52	19	[	[	X
easat-7020	52	20	13	13	NUM
easat-7020	52	21	,	,	PUNCT
easat-7020	52	22	14	14	NUM
easat-7020	52	23	]	]	PUNCT
easat-7020	52	24	.	.	PUNCT
easat-7020	53	1	first	first	ADV
easat-7020	53	2	of	of	ADP
easat-7020	53	3	all	all	PRON
easat-7020	53	4	,	,	PUNCT
easat-7020	53	5	customers	customer	NOUN
easat-7020	53	6	'	'	PART
easat-7020	53	7	preference	preference	NOUN
easat-7020	53	8	information	information	NOUN
easat-7020	53	9	about	about	ADP
easat-7020	53	10	personalized	personalized	ADJ
easat-7020	53	11	design	design	NOUN
easat-7020	53	12	is	be	AUX
easat-7020	53	13	collected	collect	VERB
easat-7020	53	14	by	by	ADP
easat-7020	53	15	questionnaire	questionnaire	NOUN
easat-7020	53	16	,	,	PUNCT
easat-7020	53	17	including	include	VERB
easat-7020	53	18	their	their	PRON
easat-7020	53	19	expectations	expectation	NOUN
easat-7020	53	20	or	or	CCONJ
easat-7020	53	21	satisfaction	satisfaction	NOUN
easat-7020	53	22	with	with	ADP
easat-7020	53	23	room	room	NOUN
easat-7020	53	24	layout	layout	NOUN
easat-7020	53	25	,	,	PUNCT
easat-7020	53	26	decoration	decoration	NOUN
easat-7020	53	27	style	style	NOUN
easat-7020	53	28	and	and	CCONJ
easat-7020	53	29	service	service	NOUN
easat-7020	53	30	experience	experience	NOUN
easat-7020	53	31	.	.	PUNCT
easat-7020	54	1	the	the	DET
easat-7020	54	2	questionnaire	questionnaire	NOUN
easat-7020	54	3	is	be	AUX
easat-7020	54	4	composed	compose	VERB
easat-7020	54	5	of	of	ADP
easat-7020	54	6	multi	multi	ADJ
easat-7020	54	7	-	-	ADJ
easat-7020	54	8	angle	angle	ADJ
easat-7020	54	9	questions	question	NOUN
easat-7020	54	10	,	,	PUNCT
easat-7020	54	11	which	which	PRON
easat-7020	54	12	is	be	AUX
easat-7020	54	13	used	use	VERB
easat-7020	54	14	to	to	PART
easat-7020	54	15	explain	explain	VERB
easat-7020	54	16	customers	customer	NOUN
easat-7020	54	17	'	'	PART
easat-7020	54	18	evaluation	evaluation	NOUN
easat-7020	54	19	of	of	ADP
easat-7020	54	20	personalized	personalized	ADJ
easat-7020	54	21	service	service	NOUN
easat-7020	54	22	and	and	CCONJ
easat-7020	54	23	investigate	investigate	VERB
easat-7020	54	24	the	the	DET
easat-7020	54	25	influence	influence	NOUN
easat-7020	54	26	of	of	ADP
easat-7020	54	27	personalized	personalized	ADJ
easat-7020	54	28	service	service	NOUN
easat-7020	54	29	on	on	ADP
easat-7020	54	30	their	their	PRON
easat-7020	54	31	emotional	emotional	ADJ
easat-7020	54	32	experience	experience	NOUN
easat-7020	54	33	.	.	PUNCT
easat-7020	55	1	in	in	ADP
easat-7020	55	2	addition	addition	NOUN
easat-7020	55	3	,	,	PUNCT
easat-7020	55	4	the	the	DET
easat-7020	55	5	internal	internal	ADJ
easat-7020	55	6	experience	experience	NOUN
easat-7020	55	7	of	of	ADP
easat-7020	55	8	customers	customer	NOUN
easat-7020	55	9	was	be	AUX
easat-7020	55	10	interviewed	interview	VERB
easat-7020	55	11	.	.	PUNCT
easat-7020	56	1	in	in	ADP
easat-7020	56	2	order	order	NOUN
easat-7020	56	3	to	to	PART
easat-7020	56	4	understand	understand	VERB
easat-7020	56	5	the	the	DET
easat-7020	56	6	customer	customer	NOUN
easat-7020	56	7	's	's	PART
easat-7020	56	8	preferences	preference	NOUN
easat-7020	56	9	and	and	CCONJ
easat-7020	56	10	the	the	DET
easat-7020	56	11	emotional	emotional	ADJ
easat-7020	56	12	experience	experience	NOUN
easat-7020	56	13	of	of	ADP
easat-7020	56	14	enjoying	enjoy	VERB
easat-7020	56	15	personalized	personalized	ADJ
easat-7020	56	16	service	service	NOUN
easat-7020	56	17	in	in	ADP
easat-7020	56	18	the	the	DET
easat-7020	56	19	hotel	hotel	NOUN
easat-7020	56	20	,	,	PUNCT
easat-7020	56	21	we	we	PRON
easat-7020	56	22	conducted	conduct	VERB
easat-7020	56	23	one	one	NUM
easat-7020	56	24	-	-	PUNCT
easat-7020	56	25	on	on	ADP
easat-7020	56	26	-	-	PUNCT
easat-7020	56	27	one	one	NUM
easat-7020	56	28	semi	semi	ADJ
easat-7020	56	29	-	-	ADJ
easat-7020	56	30	structured	structured	ADJ
easat-7020	56	31	in	in	ADP
easat-7020	56	32	-	-	PUNCT
easat-7020	56	33	depth	depth	NOUN
easat-7020	56	34	interviews	interview	NOUN
easat-7020	56	35	with	with	ADP
easat-7020	56	36	customers	customer	NOUN
easat-7020	56	37	for	for	ADP
easat-7020	56	38	further	further	ADJ
easat-7020	56	39	research	research	NOUN
easat-7020	56	40	.	.	PUNCT
easat-7020	57	1	the	the	DET
easat-7020	57	2	results	result	NOUN
easat-7020	57	3	are	be	AUX
easat-7020	57	4	shown	show	VERB
easat-7020	57	5	in	in	ADP
easat-7020	57	6	table	table	NOUN
easat-7020	57	7	1	1	NUM
easat-7020	57	8	:	:	SYM
easat-7020	57	9	844	844	NUM
easat-7020	57	10	edelweiss	edelweiss	PROPN
easat-7020	57	11	applied	apply	VERB
easat-7020	57	12	science	science	NOUN
easat-7020	57	13	and	and	CCONJ
easat-7020	57	14	technology	technology	NOUN
easat-7020	57	15	issn	issn	PROPN
easat-7020	57	16	:	:	PUNCT
easat-7020	57	17	2576	2576	NUM
easat-7020	57	18	-	-	SYM
easat-7020	57	19	8484	8484	NUM
easat-7020	57	20	vol	vol	NOUN
easat-7020	57	21	.	.	PROPN
easat-7020	58	1	9	9	NUM
easat-7020	58	2	,	,	PUNCT
easat-7020	58	3	no	no	INTJ
easat-7020	58	4	.	.	NOUN
easat-7020	58	5	5	5	NUM
easat-7020	58	6	:	:	PUNCT
easat-7020	58	7	841	841	NUM
easat-7020	58	8	-	-	SYM
easat-7020	58	9	850	850	NUM
easat-7020	58	10	,	,	PUNCT
easat-7020	58	11	2025	2025	NUM
easat-7020	58	12	doi	doi	NOUN
easat-7020	58	13	:	:	PUNCT
easat-7020	58	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	58	15	©	©	PROPN
easat-7020	58	16	2025	2025	NUM
easat-7020	58	17	by	by	ADP
easat-7020	58	18	the	the	DET
easat-7020	58	19	author	author	NOUN
easat-7020	58	20	;	;	PUNCT
easat-7020	58	21	licensee	licensee	PROPN
easat-7020	58	22	learning	learn	VERB
easat-7020	58	23	gate	gate	NOUN
easat-7020	58	24	table	table	NOUN
easat-7020	58	25	1	1	NUM
easat-7020	58	26	.	.	PUNCT
easat-7020	59	1	interview	interview	NOUN
easat-7020	59	2	data	datum	NOUN
easat-7020	59	3	.	.	PUNCT
easat-7020	60	1	participant	participant	PROPN
easat-7020	60	2	i	i	PROPN
easat-7020	60	3	d	d	PROPN
easat-7020	60	4	interview	interview	NOUN
easat-7020	60	5	date	date	NOUN
easat-7020	60	6	room	room	NOUN
easat-7020	60	7	layout	layout	PROPN
easat-7020	60	8	preference	preference	NOUN
easat-7020	60	9	decor	decor	PROPN
easat-7020	60	10	style	style	PROPN
easat-7020	60	11	preference	preference	NOUN
easat-7020	60	12	service	service	NOUN
easat-7020	60	13	experience	experience	NOUN
easat-7020	60	14	expectation	expectation	NOUN
easat-7020	60	15	personalization	personalization	NOUN
easat-7020	60	16	perception	perception	NOUN
easat-7020	60	17	emotional	emotional	ADJ
easat-7020	60	18	reaction	reaction	NOUN
easat-7020	60	19	p001	p001	PROPN
easat-7020	60	20	2024	2024	NUM
easat-7020	60	21	-	-	SYM
easat-7020	60	22	03	03	NUM
easat-7020	60	23	-	-	PUNCT
easat-7020	60	24	10	10	NUM
easat-7020	60	25	modern	modern	ADJ
easat-7020	60	26	minimalist	minimalist	NOUN
easat-7020	60	27	high	high	ADJ
easat-7020	60	28	positive	positive	ADJ
easat-7020	60	29	satisfied	satisfied	ADJ
easat-7020	60	30	p002	p002	PROPN
easat-7020	60	31	2024	2024	NUM
easat-7020	60	32	-	-	SYM
easat-7020	60	33	03	03	NUM
easat-7020	60	34	-	-	PUNCT
easat-7020	60	35	11	11	NUM
easat-7020	60	36	traditional	traditional	ADJ
easat-7020	60	37	rustic	rustic	ADJ
easat-7020	60	38	medium	medium	ADJ
easat-7020	60	39	neutral	neutral	ADJ
easat-7020	60	40	neutral	neutral	ADJ
easat-7020	60	41	p003	p003	PROPN
easat-7020	60	42	2024	2024	NUM
easat-7020	60	43	-	-	SYM
easat-7020	60	44	03	03	NUM
easat-7020	60	45	-	-	PUNCT
easat-7020	60	46	12	12	NUM
easat-7020	60	47	contemporary	contemporary	ADJ
easat-7020	60	48	eclectic	eclectic	ADJ
easat-7020	60	49	low	low	ADJ
easat-7020	60	50	negative	negative	ADJ
easat-7020	60	51	dissatisfied	dissatisfied	ADJ
easat-7020	60	52	p004	p004	PROPN
easat-7020	60	53	2024	2024	NUM
easat-7020	60	54	-	-	SYM
easat-7020	60	55	03	03	NUM
easat-7020	60	56	-	-	PUNCT
easat-7020	60	57	13	13	NUM
easat-7020	60	58	industrial	industrial	ADJ
easat-7020	60	59	modern	modern	ADJ
easat-7020	60	60	simplicity	simplicity	NOUN
easat-7020	60	61	high	high	ADV
easat-7020	60	62	positive	positive	ADJ
easat-7020	60	63	very	very	ADV
easat-7020	60	64	satisfied	satisfied	ADJ
easat-7020	60	65	p005	p005	PROPN
easat-7020	60	66	2024	2024	NUM
easat-7020	60	67	-	-	SYM
easat-7020	60	68	03	03	NUM
easat-7020	60	69	-	-	PUNCT
easat-7020	60	70	14	14	NUM
easat-7020	60	71	scandinavian	scandinavian	ADJ
easat-7020	60	72	cozy	cozy	ADJ
easat-7020	60	73	comfort	comfort	NOUN
easat-7020	60	74	medium	medium	ADJ
easat-7020	60	75	neutral	neutral	ADJ
easat-7020	60	76	satisfied	satisfy	VERB
easat-7020	60	77	p006	p006	PROPN
easat-7020	60	78	2024	2024	NUM
easat-7020	60	79	-	-	SYM
easat-7020	60	80	03	03	NUM
easat-7020	60	81	-	-	PUNCT
easat-7020	60	82	15	15	NUM
easat-7020	60	83	japanese	japanese	ADJ
easat-7020	60	84	zen	zen	ADJ
easat-7020	60	85	simple	simple	ADJ
easat-7020	60	86	and	and	CCONJ
easat-7020	60	87	natural	natural	ADJ
easat-7020	60	88	low	low	ADJ
easat-7020	60	89	positive	positive	ADJ
easat-7020	60	90	slightly	slightly	ADV
easat-7020	60	91	disappointed	disappointed	ADJ
easat-7020	60	92	table	table	NOUN
easat-7020	60	93	1	1	NUM
easat-7020	60	94	lists	list	VERB
easat-7020	60	95	the	the	DET
easat-7020	60	96	preferences	preference	NOUN
easat-7020	60	97	and	and	CCONJ
easat-7020	60	98	emotional	emotional	ADJ
easat-7020	60	99	reactions	reaction	NOUN
easat-7020	60	100	of	of	ADP
easat-7020	60	101	homestay	homestay	PROPN
easat-7020	60	102	inn	inn	PROPN
easat-7020	60	103	customers	customer	NOUN
easat-7020	60	104	in	in	ADP
easat-7020	60	105	personalized	personalized	ADJ
easat-7020	60	106	experience	experience	NOUN
easat-7020	60	107	,	,	PUNCT
easat-7020	60	108	which	which	PRON
easat-7020	60	109	not	not	PART
easat-7020	60	110	only	only	ADV
easat-7020	60	111	reveals	reveal	VERB
easat-7020	60	112	their	their	PRON
easat-7020	60	113	real	real	ADJ
easat-7020	60	114	wishes	wish	NOUN
easat-7020	60	115	and	and	CCONJ
easat-7020	60	116	feelings	feeling	NOUN
easat-7020	60	117	,	,	PUNCT
easat-7020	60	118	but	but	CCONJ
easat-7020	60	119	also	also	ADV
easat-7020	60	120	can	can	AUX
easat-7020	60	121	be	be	AUX
easat-7020	60	122	used	use	VERB
easat-7020	60	123	as	as	ADP
easat-7020	60	124	a	a	DET
easat-7020	60	125	direct	direct	ADJ
easat-7020	60	126	reference	reference	NOUN
easat-7020	60	127	for	for	ADP
easat-7020	60	128	improving	improve	VERB
easat-7020	60	129	service	service	NOUN
easat-7020	60	130	and	and	CCONJ
easat-7020	60	131	design	design	NOUN
easat-7020	60	132	of	of	ADP
easat-7020	60	133	homestay	homestay	PROPN
easat-7020	60	134	inn	inn	PROPN
easat-7020	60	135	.	.	PUNCT
easat-7020	61	1	in	in	ADP
easat-7020	61	2	addition	addition	NOUN
easat-7020	61	3	,	,	PUNCT
easat-7020	61	4	the	the	DET
easat-7020	61	5	observation	observation	NOUN
easat-7020	61	6	method	method	NOUN
easat-7020	61	7	supplements	supplement	NOUN
easat-7020	61	8	the	the	DET
easat-7020	61	9	three	three	NUM
easat-7020	61	10	data	datum	NOUN
easat-7020	61	11	collection	collection	NOUN
easat-7020	61	12	strategies	strategy	NOUN
easat-7020	61	13	by	by	ADP
easat-7020	61	14	observing	observe	VERB
easat-7020	61	15	tourists	tourist	NOUN
easat-7020	61	16	'	'	PART
easat-7020	61	17	behaviors	behavior	NOUN
easat-7020	61	18	and	and	CCONJ
easat-7020	61	19	nonverbal	nonverbal	ADJ
easat-7020	61	20	reactions	reaction	NOUN
easat-7020	61	21	in	in	ADP
easat-7020	61	22	their	their	PRON
easat-7020	61	23	natural	natural	ADJ
easat-7020	61	24	environment	environment	NOUN
easat-7020	61	25	.	.	PUNCT
easat-7020	62	1	by	by	ADP
easat-7020	62	2	directly	directly	ADV
easat-7020	62	3	observing	observe	VERB
easat-7020	62	4	the	the	DET
easat-7020	62	5	guests	guest	NOUN
easat-7020	62	6	,	,	PUNCT
easat-7020	62	7	we	we	PRON
easat-7020	62	8	can	can	AUX
easat-7020	62	9	get	get	VERB
easat-7020	62	10	the	the	DET
easat-7020	62	11	real	real	ADJ
easat-7020	62	12	data	datum	NOUN
easat-7020	62	13	related	relate	VERB
easat-7020	62	14	to	to	ADP
easat-7020	62	15	their	their	PRON
easat-7020	62	16	emotional	emotional	ADJ
easat-7020	62	17	state	state	NOUN
easat-7020	62	18	and	and	CCONJ
easat-7020	62	19	preference	preference	NOUN
easat-7020	62	20	satisfaction	satisfaction	NOUN
easat-7020	62	21	,	,	PUNCT
easat-7020	62	22	and	and	CCONJ
easat-7020	62	23	identify	identify	VERB
easat-7020	62	24	the	the	DET
easat-7020	62	25	subtle	subtle	ADJ
easat-7020	62	26	differences	difference	NOUN
easat-7020	62	27	that	that	SCONJ
easat-7020	62	28	guests	guest	NOUN
easat-7020	62	29	may	may	AUX
easat-7020	62	30	not	not	PART
easat-7020	62	31	express	express	VERB
easat-7020	62	32	in	in	ADP
easat-7020	62	33	questionnaires	questionnaire	NOUN
easat-7020	62	34	and	and	CCONJ
easat-7020	62	35	interviews	interview	NOUN
easat-7020	62	36	.	.	PUNCT
easat-7020	63	1	through	through	ADP
easat-7020	63	2	three	three	NUM
easat-7020	63	3	strategies	strategy	NOUN
easat-7020	63	4	,	,	PUNCT
easat-7020	63	5	this	this	DET
easat-7020	63	6	paper	paper	NOUN
easat-7020	63	7	constructs	construct	VERB
easat-7020	63	8	a	a	DET
easat-7020	63	9	multidimensional	multidimensional	ADJ
easat-7020	63	10	data	datum	NOUN
easat-7020	63	11	set	set	VERB
easat-7020	63	12	,	,	PUNCT
easat-7020	63	13	and	and	CCONJ
easat-7020	63	14	design	design	NOUN
easat-7020	63	15	feedback	feedback	NOUN
easat-7020	63	16	,	,	PUNCT
easat-7020	63	17	emotional	emotional	ADJ
easat-7020	63	18	experience	experience	NOUN
easat-7020	63	19	and	and	CCONJ
easat-7020	63	20	behavioral	behavioral	ADJ
easat-7020	63	21	response	response	NOUN
easat-7020	63	22	are	be	AUX
easat-7020	63	23	all	all	PRON
easat-7020	63	24	included	include	VERB
easat-7020	63	25	in	in	ADP
easat-7020	63	26	the	the	DET
easat-7020	63	27	data	datum	NOUN
easat-7020	63	28	set	set	VERB
easat-7020	63	29	.	.	PUNCT
easat-7020	64	1	the	the	DET
easat-7020	64	2	data	data	PROPN
easat-7020	64	3	collection	collection	NOUN
easat-7020	64	4	method	method	NOUN
easat-7020	64	5	described	describe	VERB
easat-7020	64	6	in	in	ADP
easat-7020	64	7	this	this	DET
easat-7020	64	8	paper	paper	NOUN
easat-7020	64	9	provides	provide	VERB
easat-7020	64	10	a	a	DET
easat-7020	64	11	variety	variety	NOUN
easat-7020	64	12	of	of	ADP
easat-7020	64	13	data	datum	NOUN
easat-7020	64	14	,	,	PUNCT
easat-7020	64	15	which	which	PRON
easat-7020	64	16	provides	provide	VERB
easat-7020	64	17	a	a	DET
easat-7020	64	18	more	more	ADV
easat-7020	64	19	comprehensive	comprehensive	ADJ
easat-7020	64	20	perspective	perspective	NOUN
easat-7020	64	21	for	for	ADP
easat-7020	64	22	personalized	personalized	ADJ
easat-7020	64	23	experience	experience	NOUN
easat-7020	64	24	and	and	CCONJ
easat-7020	64	25	provides	provide	VERB
easat-7020	64	26	practical	practical	ADJ
easat-7020	64	27	significance	significance	NOUN
easat-7020	64	28	for	for	ADP
easat-7020	64	29	optimizing	optimize	VERB
easat-7020	64	30	its	its	PRON
easat-7020	64	31	services	service	NOUN
easat-7020	64	32	and	and	CCONJ
easat-7020	64	33	designing	designing	NOUN
easat-7020	64	34	strategies	strategy	NOUN
easat-7020	64	35	.	.	PUNCT
easat-7020	65	1	3.3	3.3	NUM
easat-7020	65	2	.	.	PUNCT
easat-7020	65	3	customer	customer	NOUN
easat-7020	65	4	preference	preference	NOUN
easat-7020	65	5	prediction	prediction	NOUN
easat-7020	65	6	model	model	NOUN
easat-7020	65	7	development	development	NOUN
easat-7020	65	8	in	in	ADP
easat-7020	65	9	the	the	DET
easat-7020	65	10	process	process	NOUN
easat-7020	65	11	of	of	ADP
easat-7020	65	12	establishing	establish	VERB
easat-7020	65	13	customer	customer	NOUN
easat-7020	65	14	preference	preference	NOUN
easat-7020	65	15	prediction	prediction	NOUN
easat-7020	65	16	model	model	NOUN
easat-7020	65	17	,	,	PUNCT
easat-7020	65	18	svm	svm	PROPN
easat-7020	65	19	can	can	AUX
easat-7020	65	20	deal	deal	VERB
easat-7020	65	21	with	with	ADP
easat-7020	65	22	different	different	ADJ
easat-7020	65	23	classification	classification	NOUN
easat-7020	65	24	types	type	NOUN
easat-7020	65	25	and	and	CCONJ
easat-7020	65	26	find	find	VERB
easat-7020	65	27	the	the	DET
easat-7020	65	28	optimal	optimal	ADJ
easat-7020	65	29	hyperplane	hyperplane	NOUN
easat-7020	65	30	in	in	ADP
easat-7020	65	31	the	the	DET
easat-7020	65	32	feature	feature	NOUN
easat-7020	65	33	space	space	NOUN
easat-7020	65	34	as	as	ADP
easat-7020	65	35	the	the	DET
easat-7020	65	36	classification	classification	NOUN
easat-7020	65	37	function	function	NOUN
easat-7020	65	38	.	.	PUNCT
easat-7020	66	1	svm	svm	PROPN
easat-7020	66	2	can	can	AUX
easat-7020	66	3	handle	handle	VERB
easat-7020	66	4	more	more	ADJ
easat-7020	66	5	complex	complex	ADJ
easat-7020	66	6	data	data	NOUN
easat-7020	66	7	sets	set	NOUN
easat-7020	66	8	and	and	CCONJ
easat-7020	66	9	solve	solve	VERB
easat-7020	66	10	different	different	ADJ
easat-7020	66	11	characteristics	characteristic	NOUN
easat-7020	66	12	when	when	SCONJ
easat-7020	66	13	predicting	predict	VERB
easat-7020	66	14	customer	customer	NOUN
easat-7020	66	15	preferences	preference	NOUN
easat-7020	66	16	,	,	PUNCT
easat-7020	66	17	such	such	ADJ
easat-7020	66	18	as	as	ADP
easat-7020	66	19	customers	customer	NOUN
easat-7020	66	20	'	'	PART
easat-7020	66	21	evaluation	evaluation	NOUN
easat-7020	66	22	and	and	CCONJ
easat-7020	66	23	preferences	preference	NOUN
easat-7020	66	24	for	for	ADP
easat-7020	66	25	facilities	facility	NOUN
easat-7020	66	26	and	and	CCONJ
easat-7020	66	27	opinions	opinion	NOUN
easat-7020	66	28	in	in	ADP
easat-7020	66	29	user	user	NOUN
easat-7020	66	30	comments	comment	NOUN
easat-7020	66	31	.	.	PUNCT
easat-7020	67	1	svm	svm	PROPN
easat-7020	67	2	also	also	ADV
easat-7020	67	3	solves	solve	VERB
easat-7020	67	4	the	the	DET
easat-7020	67	5	nonlinear	nonlinear	ADJ
easat-7020	67	6	problem	problem	NOUN
easat-7020	67	7	by	by	ADP
easat-7020	67	8	mapping	map	VERB
easat-7020	67	9	the	the	DET
easat-7020	67	10	original	original	ADJ
easat-7020	67	11	data	datum	NOUN
easat-7020	67	12	to	to	ADP
easat-7020	67	13	the	the	DET
easat-7020	67	14	high	high	ADV
easat-7020	67	15	-	-	PUNCT
easat-7020	67	16	dimensional	dimensional	ADJ
easat-7020	67	17	space	space	NOUN
easat-7020	67	18	in	in	ADP
easat-7020	67	19	the	the	DET
easat-7020	67	20	feature	feature	NOUN
easat-7020	67	21	map	map	NOUN
easat-7020	67	22	,	,	PUNCT
easat-7020	67	23	and	and	CCONJ
easat-7020	67	24	then	then	ADV
easat-7020	67	25	calculating	calculate	VERB
easat-7020	67	26	the	the	DET
easat-7020	67	27	optimal	optimal	ADJ
easat-7020	67	28	linear	linear	PROPN
easat-7020	67	29	separation	separation	NOUN
easat-7020	67	30	hyperplane	hyperplane	NOUN
easat-7020	67	31	.	.	PUNCT
easat-7020	68	1	in	in	ADP
easat-7020	68	2	this	this	DET
easat-7020	68	3	study	study	NOUN
easat-7020	68	4	,	,	PUNCT
easat-7020	68	5	this	this	DET
easat-7020	68	6	paper	paper	NOUN
easat-7020	68	7	uses	use	VERB
easat-7020	68	8	a	a	DET
easat-7020	68	9	customer	customer	NOUN
easat-7020	68	10	data	datum	NOUN
easat-7020	68	11	set	set	VERB
easat-7020	68	12	including	include	VERB
easat-7020	68	13	reservation	reservation	NOUN
easat-7020	68	14	records	record	NOUN
easat-7020	68	15	,	,	PUNCT
easat-7020	68	16	online	online	ADJ
easat-7020	68	17	reviews	review	NOUN
easat-7020	68	18	and	and	CCONJ
easat-7020	68	19	rating	rating	NOUN
easat-7020	68	20	information	information	NOUN
easat-7020	68	21	to	to	PART
easat-7020	68	22	train	train	VERB
easat-7020	68	23	the	the	DET
easat-7020	68	24	svm	svm	ADJ
easat-7020	68	25	model	model	NOUN
easat-7020	68	26	.	.	PUNCT
easat-7020	69	1	before	before	ADP
easat-7020	69	2	performing	perform	VERB
easat-7020	69	3	cross	cross	ADJ
easat-7020	69	4	-	-	ADJ
easat-7020	69	5	validation	validation	ADJ
easat-7020	69	6	and	and	CCONJ
easat-7020	69	7	other	other	ADJ
easat-7020	69	8	techniques	technique	NOUN
easat-7020	69	9	to	to	PART
easat-7020	69	10	evaluate	evaluate	VERB
easat-7020	69	11	svm	svm	NOUN
easat-7020	69	12	and	and	CCONJ
easat-7020	69	13	obtain	obtain	VERB
easat-7020	69	14	the	the	DET
easat-7020	69	15	best	good	ADJ
easat-7020	69	16	prediction	prediction	NOUN
easat-7020	69	17	ability	ability	NOUN
easat-7020	69	18	about	about	ADP
easat-7020	69	19	unknown	unknown	ADJ
easat-7020	69	20	data	datum	NOUN
easat-7020	69	21	,	,	PUNCT
easat-7020	69	22	the	the	DET
easat-7020	69	23	feature	feature	NOUN
easat-7020	69	24	selection	selection	NOUN
easat-7020	69	25	step	step	NOUN
easat-7020	69	26	is	be	AUX
easat-7020	69	27	implemented	implement	VERB
easat-7020	69	28	to	to	PART
easat-7020	69	29	improve	improve	VERB
easat-7020	69	30	the	the	DET
easat-7020	69	31	performance	performance	NOUN
easat-7020	69	32	of	of	ADP
easat-7020	69	33	svm	svm	PROPN
easat-7020	69	34	.	.	PUNCT
easat-7020	70	1	finally	finally	ADV
easat-7020	70	2	,	,	PUNCT
easat-7020	70	3	svm	svm	PROPN
easat-7020	70	4	classifies	classify	VERB
easat-7020	70	5	new	new	ADJ
easat-7020	70	6	customer	customer	NOUN
easat-7020	70	7	data	datum	NOUN
easat-7020	70	8	in	in	ADP
easat-7020	70	9	real	real	ADJ
easat-7020	70	10	time	time	NOUN
easat-7020	70	11	,	,	PUNCT
easat-7020	70	12	and	and	CCONJ
easat-7020	70	13	predicts	predict	VERB
easat-7020	70	14	customers	customer	NOUN
easat-7020	70	15	'	'	PART
easat-7020	70	16	interest	interest	NOUN
easat-7020	70	17	and	and	CCONJ
easat-7020	70	18	potential	potential	ADJ
easat-7020	70	19	benefits	benefit	NOUN
easat-7020	70	20	in	in	ADP
easat-7020	70	21	using	use	VERB
easat-7020	70	22	facilities	facility	NOUN
easat-7020	70	23	,	,	PUNCT
easat-7020	70	24	thus	thus	ADV
easat-7020	70	25	guiding	guide	VERB
easat-7020	70	26	the	the	DET
easat-7020	70	27	decision	decision	NOUN
easat-7020	70	28	of	of	ADP
easat-7020	70	29	personalized	personalized	ADJ
easat-7020	70	30	service	service	NOUN
easat-7020	70	31	,	,	PUNCT
easat-7020	70	32	which	which	PRON
easat-7020	70	33	not	not	PART
easat-7020	70	34	only	only	ADV
easat-7020	70	35	helps	help	VERB
easat-7020	70	36	to	to	PART
easat-7020	70	37	improve	improve	VERB
easat-7020	70	38	customer	customer	NOUN
easat-7020	70	39	satisfaction	satisfaction	NOUN
easat-7020	70	40	,	,	PUNCT
easat-7020	70	41	but	but	CCONJ
easat-7020	70	42	also	also	ADV
easat-7020	70	43	helps	help	VERB
easat-7020	70	44	to	to	PART
easat-7020	70	45	improve	improve	VERB
easat-7020	70	46	the	the	DET
easat-7020	70	47	market	market	NOUN
easat-7020	70	48	competitiveness	competitiveness	NOUN
easat-7020	70	49	of	of	ADP
easat-7020	70	50	homestay	homestay	PROPN
easat-7020	70	51	[	[	X
easat-7020	70	52	15	15	NUM
easat-7020	70	53	]	]	SYM
easat-7020	70	54	.	.	PUNCT
easat-7020	71	1	3.4	3.4	NUM
easat-7020	71	2	.	.	PUNCT
easat-7020	71	3	methods	method	NOUN
easat-7020	71	4	of	of	ADP
easat-7020	71	5	data	datum	NOUN
easat-7020	71	6	analysis	analysis	NOUN
easat-7020	71	7	in	in	ADP
easat-7020	71	8	this	this	DET
easat-7020	71	9	study	study	NOUN
easat-7020	71	10	,	,	PUNCT
easat-7020	71	11	statistical	statistical	ADJ
easat-7020	71	12	analysis	analysis	NOUN
easat-7020	71	13	was	be	AUX
easat-7020	71	14	applied	apply	VERB
easat-7020	71	15	to	to	PART
easat-7020	71	16	quantify	quantify	VERB
easat-7020	71	17	the	the	DET
easat-7020	71	18	data	datum	NOUN
easat-7020	71	19	and	and	CCONJ
easat-7020	71	20	descriptive	descriptive	ADJ
easat-7020	71	21	statistics	statistic	NOUN
easat-7020	71	22	provided	provide	VERB
easat-7020	71	23	a	a	DET
easat-7020	71	24	general	general	ADJ
easat-7020	71	25	understanding	understanding	NOUN
easat-7020	71	26	of	of	ADP
easat-7020	71	27	customer	customer	NOUN
easat-7020	71	28	preferences	preference	NOUN
easat-7020	71	29	and	and	CCONJ
easat-7020	71	30	satisfaction	satisfaction	NOUN
easat-7020	71	31	.	.	PUNCT
easat-7020	72	1	mean	mean	VERB
easat-7020	72	2	and	and	CCONJ
easat-7020	72	3	standard	standard	ADJ
easat-7020	72	4	deviation	deviation	NOUN
easat-7020	72	5	were	be	AUX
easat-7020	72	6	used	use	VERB
easat-7020	72	7	to	to	PART
easat-7020	72	8	describe	describe	VERB
easat-7020	72	9	the	the	DET
easat-7020	72	10	distribution	distribution	NOUN
easat-7020	72	11	of	of	ADP
easat-7020	72	12	customer	customer	NOUN
easat-7020	72	13	preferences	preference	NOUN
easat-7020	72	14	for	for	ADP
easat-7020	72	15	room	room	NOUN
easat-7020	72	16	layout	layout	NOUN
easat-7020	72	17	:	:	PUNCT
easat-7020	72	18	845	845	NUM
easat-7020	72	19	edelweiss	edelweiss	PROPN
easat-7020	72	20	applied	apply	VERB
easat-7020	72	21	science	science	NOUN
easat-7020	72	22	and	and	CCONJ
easat-7020	72	23	technology	technology	NOUN
easat-7020	72	24	issn	issn	PROPN
easat-7020	72	25	:	:	PUNCT
easat-7020	72	26	2576	2576	NUM
easat-7020	72	27	-	-	SYM
easat-7020	72	28	8484	8484	NUM
easat-7020	72	29	vol	vol	NOUN
easat-7020	72	30	.	.	PROPN
easat-7020	73	1	9	9	NUM
easat-7020	73	2	,	,	PUNCT
easat-7020	73	3	no	no	INTJ
easat-7020	73	4	.	.	NOUN
easat-7020	73	5	5	5	NUM
easat-7020	73	6	:	:	PUNCT
easat-7020	73	7	841	841	NUM
easat-7020	73	8	-	-	SYM
easat-7020	73	9	850	850	NUM
easat-7020	73	10	,	,	PUNCT
easat-7020	73	11	2025	2025	NUM
easat-7020	73	12	doi	doi	NOUN
easat-7020	73	13	:	:	PUNCT
easat-7020	73	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	73	15	©	©	PROPN
easat-7020	73	16	2025	2025	NUM
easat-7020	73	17	by	by	ADP
easat-7020	73	18	the	the	DET
easat-7020	73	19	author	author	NOUN
easat-7020	73	20	;	;	PUNCT
easat-7020	73	21	licensee	licensee	PROPN
easat-7020	73	22	learning	learning	NOUN
easat-7020	73	23	gate	gate	NOUN
easat-7020	73	24	i	i	PRON
easat-7020	73	25	n	n	NOUN
easat-7020	74	1	1	1	NUM
easat-7020	74	2	=	=	NOUN
easat-7020	74	3	i	i	NOUN
easat-7020	74	4	x	x	SYM
easat-7020	74	5	n	n	CCONJ
easat-7020	74	6	1	1	NUM
easat-7020	74	7	=	=	NOUN
easat-7020	74	8	x	x	X
easat-7020	74	9			X
easat-7020	74	10	(	(	PUNCT
easat-7020	74	11	1	1	NUM
easat-7020	74	12	)	)	PUNCT
easat-7020	74	13	2	2	NUM
easat-7020	74	14	i	i	PRON
easat-7020	74	15	n	n	VERB
easat-7020	74	16	1	1	NUM
easat-7020	74	17	=	=	NOUN
easat-7020	74	18	i	i	NOUN
easat-7020	74	19	)	)	PUNCT
easat-7020	74	20	x-(x	x-(x	PROPN
easat-7020	74	21	1	1	NUM
easat-7020	74	22	-	-	PUNCT
easat-7020	74	23	n	n	PRON
easat-7020	74	24	1	1	NUM
easat-7020	74	25	=	=	SYM
easat-7020	74	26	σ	σ	X
easat-7020	74	27			X
easat-7020	74	28	(	(	PUNCT
easat-7020	74	29	2	2	X
easat-7020	74	30	)	)	PUNCT
easat-7020	74	31	where	where	SCONJ
easat-7020	74	32	is	be	AUX
easat-7020	74	33	the	the	DET
easat-7020	74	34	preference	preference	NOUN
easat-7020	74	35	score	score	NOUN
easat-7020	74	36	of	of	ADP
easat-7020	74	37	the	the	DET
easat-7020	74	38	ith	ith	PROPN
easat-7020	74	39	client	client	NOUN
easat-7020	74	40	and	and	CCONJ
easat-7020	74	41	is	be	AUX
easat-7020	74	42	the	the	DET
easat-7020	74	43	total	total	ADJ
easat-7020	74	44	number	number	NOUN
easat-7020	74	45	of	of	ADP
easat-7020	74	46	clients	client	NOUN
easat-7020	74	47	.	.	PUNCT
easat-7020	75	1	further	far	ADV
easat-7020	75	2	,	,	PUNCT
easat-7020	75	3	t	t	NOUN
easat-7020	75	4	-	-	PUNCT
easat-7020	75	5	test	test	NOUN
easat-7020	75	6	and	and	CCONJ
easat-7020	75	7	anova	anova	PROPN
easat-7020	75	8	are	be	AUX
easat-7020	75	9	used	use	VERB
easat-7020	75	10	to	to	PART
easat-7020	75	11	explore	explore	VERB
easat-7020	75	12	whether	whether	SCONJ
easat-7020	75	13	there	there	PRON
easat-7020	75	14	is	be	VERB
easat-7020	75	15	a	a	DET
easat-7020	75	16	significant	significant	ADJ
easat-7020	75	17	difference	difference	NOUN
easat-7020	75	18	between	between	ADP
easat-7020	75	19	different	different	ADJ
easat-7020	75	20	groups	group	NOUN
easat-7020	75	21	of	of	ADP
easat-7020	75	22	customers	customer	NOUN
easat-7020	75	23	.	.	PUNCT
easat-7020	76	1	t	t	NOUN
easat-7020	76	2	-	-	PUNCT
easat-7020	76	3	test	test	NOUN
easat-7020	76	4	formula	formula	NOUN
easat-7020	76	5	is	be	AUX
easat-7020	76	6	used	use	VERB
easat-7020	76	7	to	to	PART
easat-7020	76	8	compare	compare	VERB
easat-7020	76	9	the	the	DET
easat-7020	76	10	difference	difference	NOUN
easat-7020	76	11	in	in	ADP
easat-7020	76	12	means	mean	NOUN
easat-7020	76	13	between	between	ADP
easat-7020	76	14	two	two	NUM
easat-7020	76	15	groups	group	NOUN
easat-7020	76	16	:	:	PUNCT
easat-7020	76	17	21	21	NUM
easat-7020	76	18	pooled	pool	VERB
easat-7020	76	19	21	21	NUM
easat-7020	76	20	n	n	DET
easat-7020	76	21	1	1	NUM
easat-7020	76	22	+	+	CCONJ
easat-7020	76	23	n	n	NUM
easat-7020	76	24	1	1	NUM
easat-7020	76	25	s	s	NOUN
easat-7020	76	26	x	x	NOUN
easat-7020	76	27	-	-	PUNCT
easat-7020	76	28	x	x	SYM
easat-7020	77	1	=	=	NOUN
easat-7020	77	2	t	t	X
easat-7020	77	3	(	(	PUNCT
easat-7020	77	4	3	3	NUM
easat-7020	77	5	)	)	PUNCT
easat-7020	77	6	where	where	SCONJ
easat-7020	77	7	refers	refer	VERB
easat-7020	77	8	to	to	ADP
easat-7020	77	9	the	the	DET
easat-7020	77	10	statistic	statistic	NOUN
easat-7020	77	11	,	,	PUNCT
easat-7020	77	12	and	and	CCONJ
easat-7020	77	13	are	be	AUX
easat-7020	77	14	the	the	DET
easat-7020	77	15	means	mean	NOUN
easat-7020	77	16	of	of	ADP
easat-7020	77	17	the	the	DET
easat-7020	77	18	two	two	NUM
easat-7020	77	19	groups	group	NOUN
easat-7020	77	20	respectively	respectively	ADV
easat-7020	77	21	,	,	PUNCT
easat-7020	77	22	is	be	AUX
easat-7020	77	23	the	the	DET
easat-7020	77	24	combined	combined	ADJ
easat-7020	77	25	standard	standard	ADJ
easat-7020	77	26	deviation	deviation	NOUN
easat-7020	77	27	,	,	PUNCT
easat-7020	77	28	and	and	CCONJ
easat-7020	77	29	and	and	CCONJ
easat-7020	77	30	are	be	AUX
easat-7020	77	31	the	the	DET
easat-7020	77	32	sample	sample	NOUN
easat-7020	77	33	sizes	size	NOUN
easat-7020	77	34	of	of	ADP
easat-7020	77	35	the	the	DET
easat-7020	77	36	two	two	NUM
easat-7020	77	37	groups	group	NOUN
easat-7020	77	38	.	.	PUNCT
easat-7020	78	1	correlation	correlation	NOUN
easat-7020	78	2	analysis	analysis	NOUN
easat-7020	78	3	reveals	reveal	VERB
easat-7020	78	4	the	the	DET
easat-7020	78	5	strength	strength	NOUN
easat-7020	78	6	of	of	ADP
easat-7020	78	7	association	association	NOUN
easat-7020	78	8	between	between	ADP
easat-7020	78	9	different	different	ADJ
easat-7020	78	10	variables	variable	NOUN
easat-7020	78	11	,	,	PUNCT
easat-7020	78	12	using	use	VERB
easat-7020	78	13	pearson	pearson	PROPN
easat-7020	78	14	's	's	PART
easat-7020	78	15	correlation	correlation	NOUN
easat-7020	78	16	coefficient	coefficient	NOUN
easat-7020	78	17	to	to	PART
easat-7020	78	18	quantify	quantify	VERB
easat-7020	78	19	the	the	DET
easat-7020	78	20	linear	linear	ADJ
easat-7020	78	21	relationship	relationship	NOUN
easat-7020	78	22	between	between	ADP
easat-7020	78	23	two	two	NUM
easat-7020	78	24	variables	variable	NOUN
easat-7020	78	25	:	:	PUNCT
easat-7020	78	26			X
easat-7020	78	27			X
easat-7020	78	28			X
easat-7020	78	29	2	2	NUM
easat-7020	78	30	i	i	SYM
easat-7020	78	31	2	2	NUM
easat-7020	78	32	i	i	NOUN
easat-7020	78	33	ii	ii	NOUN
easat-7020	78	34	)	)	PUNCT
easat-7020	78	35	y-(y)x-(x	y-(y)x-(x	NOUN
easat-7020	78	36	)	)	PUNCT
easat-7020	78	37	y-)(yx-(x	y-)(yx-(x	NOUN
easat-7020	78	38	=	=	SYM
easat-7020	78	39	r	r	NOUN
easat-7020	78	40	(	(	PUNCT
easat-7020	78	41	4	4	NUM
easat-7020	78	42	)	)	PUNCT
easat-7020	78	43	where	where	SCONJ
easat-7020	78	44	and	and	CCONJ
easat-7020	78	45	are	be	AUX
easat-7020	78	46	the	the	DET
easat-7020	78	47	observed	observe	VERB
easat-7020	78	48	values	value	NOUN
easat-7020	78	49	of	of	ADP
easat-7020	78	50	the	the	DET
easat-7020	78	51	two	two	NUM
easat-7020	78	52	variables	variable	NOUN
easat-7020	78	53	,	,	PUNCT
easat-7020	78	54	respectively	respectively	ADV
easat-7020	78	55	,	,	PUNCT
easat-7020	78	56	and	and	CCONJ
easat-7020	78	57	and	and	CCONJ
easat-7020	78	58	are	be	AUX
easat-7020	78	59	their	their	PRON
easat-7020	78	60	means	mean	NOUN
easat-7020	78	61	.	.	PUNCT
easat-7020	79	1	content	content	NOUN
easat-7020	79	2	analysis	analysis	NOUN
easat-7020	79	3	,	,	PUNCT
easat-7020	79	4	as	as	ADP
easat-7020	79	5	a	a	DET
easat-7020	79	6	qualitative	qualitative	ADJ
easat-7020	79	7	research	research	NOUN
easat-7020	79	8	method	method	NOUN
easat-7020	79	9	,	,	PUNCT
easat-7020	79	10	systematically	systematically	ADV
easat-7020	79	11	sorts	sort	VERB
easat-7020	79	12	out	out	ADP
easat-7020	79	13	open	open	ADJ
easat-7020	79	14	feedback	feedback	NOUN
easat-7020	79	15	from	from	ADP
easat-7020	79	16	customers	customer	NOUN
easat-7020	79	17	and	and	CCONJ
easat-7020	79	18	identifies	identify	VERB
easat-7020	79	19	key	key	ADJ
easat-7020	79	20	themes	theme	NOUN
easat-7020	79	21	and	and	CCONJ
easat-7020	79	22	patterns	pattern	NOUN
easat-7020	79	23	in	in	ADP
easat-7020	79	24	customer	customer	NOUN
easat-7020	79	25	feedback	feedback	NOUN
easat-7020	79	26	.	.	PUNCT
easat-7020	80	1	by	by	ADP
easat-7020	80	2	carefully	carefully	ADV
easat-7020	80	3	reviewing	review	VERB
easat-7020	80	4	interview	interview	NOUN
easat-7020	80	5	records	record	NOUN
easat-7020	80	6	and	and	CCONJ
easat-7020	80	7	questionnaire	questionnaire	NOUN
easat-7020	80	8	responses	response	NOUN
easat-7020	80	9	,	,	PUNCT
easat-7020	80	10	capturing	capture	VERB
easat-7020	80	11	the	the	DET
easat-7020	80	12	specific	specific	ADJ
easat-7020	80	13	emotional	emotional	ADJ
easat-7020	80	14	reactions	reaction	NOUN
easat-7020	80	15	of	of	ADP
easat-7020	80	16	customers	customer	NOUN
easat-7020	80	17	towards	towards	ADP
easat-7020	80	18	the	the	DET
easat-7020	80	19	design	design	NOUN
easat-7020	80	20	elements	element	NOUN
easat-7020	80	21	of	of	ADP
easat-7020	80	22	homestays	homestay	NOUN
easat-7020	80	23	and	and	CCONJ
easat-7020	80	24	their	their	PRON
easat-7020	80	25	views	view	NOUN
easat-7020	80	26	on	on	ADP
easat-7020	80	27	personalized	personalized	ADJ
easat-7020	80	28	services	service	NOUN
easat-7020	80	29	.	.	PUNCT
easat-7020	81	1	topic	topic	NOUN
easat-7020	81	2	analysis	analysis	NOUN
easat-7020	81	3	further	far	ADV
easat-7020	81	4	deepens	deepen	VERB
easat-7020	81	5	the	the	DET
easat-7020	81	6	findings	finding	NOUN
easat-7020	81	7	of	of	ADP
easat-7020	81	8	content	content	ADJ
easat-7020	81	9	analysis	analysis	NOUN
easat-7020	81	10	,	,	PUNCT
easat-7020	81	11	identifying	identify	VERB
easat-7020	81	12	core	core	NOUN
easat-7020	81	13	themes	theme	NOUN
easat-7020	81	14	in	in	ADP
easat-7020	81	15	the	the	DET
easat-7020	81	16	data	datum	NOUN
easat-7020	81	17	through	through	ADP
easat-7020	81	18	coding	code	VERB
easat-7020	81	19	and	and	CCONJ
easat-7020	81	20	classification	classification	NOUN
easat-7020	81	21	processes	process	NOUN
easat-7020	81	22	.	.	PUNCT
easat-7020	82	1	these	these	DET
easat-7020	82	2	themes	theme	NOUN
easat-7020	82	3	reflect	reflect	VERB
easat-7020	82	4	various	various	ADJ
easat-7020	82	5	aspects	aspect	NOUN
easat-7020	82	6	of	of	ADP
easat-7020	82	7	customer	customer	NOUN
easat-7020	82	8	experience	experience	NOUN
easat-7020	82	9	and	and	CCONJ
easat-7020	82	10	how	how	SCONJ
easat-7020	82	11	they	they	PRON
easat-7020	82	12	comprehensively	comprehensively	ADV
easat-7020	82	13	affect	affect	VERB
easat-7020	82	14	overall	overall	ADJ
easat-7020	82	15	customer	customer	NOUN
easat-7020	82	16	satisfaction	satisfaction	NOUN
easat-7020	82	17	.	.	PUNCT
easat-7020	83	1	4	4	X
easat-7020	83	2	.	.	NOUN
easat-7020	83	3	results	result	NOUN
easat-7020	83	4	and	and	CCONJ
easat-7020	83	5	discussion	discussion	NOUN
easat-7020	83	6	4.1	4.1	NUM
easat-7020	83	7	.	.	PUNCT
easat-7020	84	1	customer	customer	NOUN
easat-7020	84	2	preference	preference	NOUN
easat-7020	84	3	prediction	prediction	NOUN
easat-7020	84	4	this	this	DET
easat-7020	84	5	paper	paper	NOUN
easat-7020	84	6	constructs	construct	VERB
easat-7020	84	7	a	a	DET
easat-7020	84	8	customer	customer	NOUN
easat-7020	84	9	preference	preference	NOUN
easat-7020	84	10	prediction	prediction	NOUN
easat-7020	84	11	model	model	NOUN
easat-7020	84	12	in	in	ADP
easat-7020	84	13	the	the	DET
easat-7020	84	14	previous	previous	ADJ
easat-7020	84	15	text	text	NOUN
easat-7020	84	16	.	.	PUNCT
easat-7020	85	1	in	in	ADP
easat-7020	85	2	order	order	NOUN
easat-7020	85	3	to	to	PART
easat-7020	85	4	comprehensively	comprehensively	ADV
easat-7020	85	5	evaluate	evaluate	VERB
easat-7020	85	6	the	the	DET
easat-7020	85	7	performance	performance	NOUN
easat-7020	85	8	of	of	ADP
easat-7020	85	9	the	the	DET
easat-7020	85	10	customer	customer	NOUN
easat-7020	85	11	preference	preference	NOUN
easat-7020	85	12	prediction	prediction	NOUN
easat-7020	85	13	model	model	NOUN
easat-7020	85	14	,	,	PUNCT
easat-7020	85	15	hamming	ham	VERB
easat-7020	85	16	loss	loss	NOUN
easat-7020	85	17	is	be	AUX
easat-7020	85	18	used	use	VERB
easat-7020	85	19	as	as	ADP
easat-7020	85	20	an	an	DET
easat-7020	85	21	indicator	indicator	NOUN
easat-7020	85	22	to	to	PART
easat-7020	85	23	measure	measure	VERB
easat-7020	85	24	the	the	DET
easat-7020	85	25	accuracy	accuracy	NOUN
easat-7020	85	26	of	of	ADP
easat-7020	85	27	prediction	prediction	NOUN
easat-7020	85	28	.	.	PUNCT
easat-7020	86	1	at	at	ADP
easat-7020	86	2	the	the	DET
easat-7020	86	3	same	same	ADJ
easat-7020	86	4	time	time	NOUN
easat-7020	86	5	,	,	PUNCT
easat-7020	86	6	the	the	DET
easat-7020	86	7	stability	stability	NOUN
easat-7020	86	8	and	and	CCONJ
easat-7020	86	9	coverage	coverage	NOUN
easat-7020	86	10	of	of	ADP
easat-7020	86	11	the	the	DET
easat-7020	86	12	model	model	NOUN
easat-7020	86	13	are	be	AUX
easat-7020	86	14	analyzed	analyze	VERB
easat-7020	86	15	.	.	PUNCT
easat-7020	87	1	the	the	DET
easat-7020	87	2	hamming	ham	VERB
easat-7020	87	3	loss	loss	NOUN
easat-7020	87	4	result	result	NOUN
easat-7020	87	5	is	be	AUX
easat-7020	87	6	shown	show	VERB
easat-7020	87	7	in	in	ADP
easat-7020	87	8	figure	figure	NOUN
easat-7020	87	9	1	1	NUM
easat-7020	87	10	:	:	PUNCT
easat-7020	87	11	ix	ix	PROPN
easat-7020	88	1	n	n	ADP
easat-7020	88	2	t	t	NOUN
easat-7020	88	3	1x	1x	NUM
easat-7020	88	4	2x	2x	NUM
easat-7020	88	5	pooleds	pooled	NOUN
easat-7020	88	6	1n	1n	NUM
easat-7020	88	7	2n	2n	NUM
easat-7020	88	8	r	r	NOUN
easat-7020	88	9	ix	ix	ADV
easat-7020	88	10	iy	iy	INTJ
easat-7020	88	11	x	x	PUNCT
easat-7020	88	12	y	y	PROPN
easat-7020	88	13	846	846	NUM
easat-7020	88	14	edelweiss	edelweiss	PROPN
easat-7020	88	15	applied	apply	VERB
easat-7020	88	16	science	science	NOUN
easat-7020	88	17	and	and	CCONJ
easat-7020	88	18	technology	technology	NOUN
easat-7020	88	19	issn	issn	PROPN
easat-7020	88	20	:	:	PUNCT
easat-7020	88	21	2576	2576	NUM
easat-7020	88	22	-	-	SYM
easat-7020	88	23	8484	8484	NUM
easat-7020	88	24	vol	vol	NOUN
easat-7020	88	25	.	.	PROPN
easat-7020	89	1	9	9	NUM
easat-7020	89	2	,	,	PUNCT
easat-7020	89	3	no	no	INTJ
easat-7020	89	4	.	.	NOUN
easat-7020	89	5	5	5	NUM
easat-7020	89	6	:	:	PUNCT
easat-7020	89	7	841	841	NUM
easat-7020	89	8	-	-	SYM
easat-7020	89	9	850	850	NUM
easat-7020	89	10	,	,	PUNCT
easat-7020	89	11	2025	2025	NUM
easat-7020	89	12	doi	doi	NOUN
easat-7020	89	13	:	:	PUNCT
easat-7020	89	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	89	15	©	©	PROPN
easat-7020	89	16	2025	2025	NUM
easat-7020	89	17	by	by	ADP
easat-7020	89	18	the	the	DET
easat-7020	89	19	author	author	NOUN
easat-7020	89	20	;	;	PUNCT
easat-7020	89	21	licensee	licensee	PROPN
easat-7020	89	22	learning	learn	VERB
easat-7020	89	23	gate	gate	NOUN
easat-7020	89	24	figure	figure	NOUN
easat-7020	89	25	1	1	NUM
easat-7020	89	26	.	.	PUNCT
easat-7020	90	1	hamming	ham	VERB
easat-7020	90	2	loss	loss	NOUN
easat-7020	90	3	.	.	PUNCT
easat-7020	91	1	analyzing	analyze	VERB
easat-7020	91	2	the	the	DET
easat-7020	91	3	hamming	hamming	NOUN
easat-7020	91	4	loss	loss	NOUN
easat-7020	91	5	data	datum	NOUN
easat-7020	91	6	in	in	ADP
easat-7020	91	7	figure	figure	NOUN
easat-7020	91	8	1	1	NUM
easat-7020	91	9	,	,	PUNCT
easat-7020	91	10	this	this	DET
easat-7020	91	11	paper	paper	NOUN
easat-7020	91	12	found	find	VERB
easat-7020	91	13	that	that	SCONJ
easat-7020	91	14	the	the	DET
easat-7020	91	15	customer	customer	NOUN
easat-7020	91	16	preference	preference	NOUN
easat-7020	91	17	prediction	prediction	NOUN
easat-7020	91	18	model	model	NOUN
easat-7020	91	19	constructed	construct	VERB
easat-7020	91	20	had	have	VERB
easat-7020	91	21	the	the	DET
easat-7020	91	22	highest	high	ADJ
easat-7020	91	23	hamming	hamming	NOUN
easat-7020	91	24	loss	loss	NOUN
easat-7020	91	25	of	of	ADP
easat-7020	91	26	only	only	ADV
easat-7020	91	27	0.11	0.11	NUM
easat-7020	91	28	,	,	PUNCT
easat-7020	91	29	which	which	PRON
easat-7020	91	30	was	be	AUX
easat-7020	91	31	generally	generally	ADV
easat-7020	91	32	at	at	ADP
easat-7020	91	33	a	a	DET
easat-7020	91	34	low	low	ADJ
easat-7020	91	35	level	level	NOUN
easat-7020	91	36	.	.	PUNCT
easat-7020	92	1	this	this	DET
easat-7020	92	2	result	result	NOUN
easat-7020	92	3	means	mean	VERB
easat-7020	92	4	that	that	SCONJ
easat-7020	92	5	among	among	ADP
easat-7020	92	6	all	all	DET
easat-7020	92	7	predictions	prediction	NOUN
easat-7020	92	8	,	,	PUNCT
easat-7020	92	9	only	only	ADV
easat-7020	92	10	11	11	NUM
easat-7020	92	11	%	%	NOUN
easat-7020	92	12	of	of	ADP
easat-7020	92	13	the	the	DET
easat-7020	92	14	highest	high	ADJ
easat-7020	92	15	predictions	prediction	NOUN
easat-7020	92	16	did	do	AUX
easat-7020	92	17	not	not	PART
easat-7020	92	18	match	match	VERB
easat-7020	92	19	the	the	DET
easat-7020	92	20	actual	actual	ADJ
easat-7020	92	21	preferences	preference	NOUN
easat-7020	92	22	of	of	ADP
easat-7020	92	23	customers	customer	NOUN
easat-7020	92	24	,	,	PUNCT
easat-7020	92	25	indicating	indicate	VERB
easat-7020	92	26	that	that	SCONJ
easat-7020	92	27	the	the	DET
easat-7020	92	28	model	model	NOUN
easat-7020	92	29	can	can	AUX
easat-7020	92	30	make	make	VERB
easat-7020	92	31	correct	correct	ADJ
easat-7020	92	32	predictions	prediction	NOUN
easat-7020	92	33	in	in	ADP
easat-7020	92	34	most	most	ADJ
easat-7020	92	35	cases	case	NOUN
easat-7020	92	36	.	.	PUNCT
easat-7020	93	1	the	the	DET
easat-7020	93	2	stability	stability	NOUN
easat-7020	93	3	results	result	NOUN
easat-7020	93	4	are	be	AUX
easat-7020	93	5	shown	show	VERB
easat-7020	93	6	in	in	ADP
easat-7020	93	7	figure	figure	NOUN
easat-7020	93	8	2	2	NUM
easat-7020	93	9	:	:	PUNCT
easat-7020	93	10	figure	figure	NOUN
easat-7020	93	11	2	2	NUM
easat-7020	93	12	.	.	PUNCT
easat-7020	93	13	stability	stability	NOUN
easat-7020	93	14	.	.	PUNCT
easat-7020	94	1	847	847	NUM
easat-7020	94	2	edelweiss	edelweiss	PROPN
easat-7020	94	3	applied	apply	VERB
easat-7020	94	4	science	science	NOUN
easat-7020	94	5	and	and	CCONJ
easat-7020	94	6	technology	technology	NOUN
easat-7020	94	7	issn	issn	PROPN
easat-7020	94	8	:	:	PUNCT
easat-7020	94	9	2576	2576	NUM
easat-7020	94	10	-	-	SYM
easat-7020	94	11	8484	8484	NUM
easat-7020	94	12	vol	vol	NOUN
easat-7020	94	13	.	.	PROPN
easat-7020	95	1	9	9	NUM
easat-7020	95	2	,	,	PUNCT
easat-7020	95	3	no	no	INTJ
easat-7020	95	4	.	.	NOUN
easat-7020	95	5	5	5	NUM
easat-7020	95	6	:	:	PUNCT
easat-7020	95	7	841	841	NUM
easat-7020	95	8	-	-	SYM
easat-7020	95	9	850	850	NUM
easat-7020	95	10	,	,	PUNCT
easat-7020	95	11	2025	2025	NUM
easat-7020	95	12	doi	doi	NOUN
easat-7020	95	13	:	:	PUNCT
easat-7020	95	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	95	15	©	©	PROPN
easat-7020	95	16	2025	2025	NUM
easat-7020	95	17	by	by	ADP
easat-7020	95	18	the	the	DET
easat-7020	95	19	author	author	NOUN
easat-7020	95	20	;	;	PUNCT
easat-7020	95	21	licensee	licensee	NOUN
easat-7020	95	22	learning	learn	VERB
easat-7020	95	23	gate	gate	NOUN
easat-7020	95	24	analyzing	analyzing	NOUN
easat-7020	95	25	figure	figure	NOUN
easat-7020	95	26	2	2	NUM
easat-7020	95	27	,	,	PUNCT
easat-7020	95	28	this	this	DET
easat-7020	95	29	paper	paper	NOUN
easat-7020	95	30	found	find	VERB
easat-7020	95	31	that	that	SCONJ
easat-7020	95	32	after	after	ADP
easat-7020	95	33	multiple	multiple	ADJ
easat-7020	95	34	predictions	prediction	NOUN
easat-7020	95	35	,	,	PUNCT
easat-7020	95	36	the	the	DET
easat-7020	95	37	predictive	predictive	ADJ
easat-7020	95	38	stability	stability	NOUN
easat-7020	95	39	of	of	ADP
easat-7020	95	40	the	the	DET
easat-7020	95	41	prediction	prediction	NOUN
easat-7020	95	42	model	model	NOUN
easat-7020	95	43	remained	remain	VERB
easat-7020	95	44	above	above	ADP
easat-7020	95	45	85.3	85.3	NUM
easat-7020	95	46	%	%	NOUN
easat-7020	95	47	,	,	PUNCT
easat-7020	95	48	reaching	reach	VERB
easat-7020	95	49	a	a	DET
easat-7020	95	50	maximum	maximum	NOUN
easat-7020	95	51	of	of	ADP
easat-7020	95	52	99.8	99.8	NUM
easat-7020	95	53	%	%	NOUN
easat-7020	95	54	,	,	PUNCT
easat-7020	95	55	indicating	indicate	VERB
easat-7020	95	56	that	that	SCONJ
easat-7020	95	57	the	the	DET
easat-7020	95	58	model	model	NOUN
easat-7020	95	59	can	can	AUX
easat-7020	95	60	provide	provide	VERB
easat-7020	95	61	highly	highly	ADV
easat-7020	95	62	consistent	consistent	ADJ
easat-7020	95	63	prediction	prediction	NOUN
easat-7020	95	64	results	result	NOUN
easat-7020	95	65	in	in	ADP
easat-7020	95	66	the	the	DET
easat-7020	95	67	vast	vast	ADJ
easat-7020	95	68	majority	majority	NOUN
easat-7020	95	69	of	of	ADP
easat-7020	95	70	cases	case	NOUN
easat-7020	95	71	.	.	PUNCT
easat-7020	96	1	this	this	DET
easat-7020	96	2	high	high	ADJ
easat-7020	96	3	level	level	NOUN
easat-7020	96	4	of	of	ADP
easat-7020	96	5	stability	stability	NOUN
easat-7020	96	6	results	result	NOUN
easat-7020	96	7	in	in	ADP
easat-7020	96	8	high	high	ADJ
easat-7020	96	9	predictability	predictability	NOUN
easat-7020	96	10	of	of	ADP
easat-7020	96	11	the	the	DET
easat-7020	96	12	model	model	NOUN
easat-7020	96	13	's	's	PART
easat-7020	96	14	performance	performance	NOUN
easat-7020	96	15	at	at	ADP
easat-7020	96	16	different	different	ADJ
easat-7020	96	17	time	time	NOUN
easat-7020	96	18	points	point	NOUN
easat-7020	96	19	and	and	CCONJ
easat-7020	96	20	on	on	ADP
easat-7020	96	21	different	different	ADJ
easat-7020	96	22	datasets	dataset	NOUN
easat-7020	96	23	,	,	PUNCT
easat-7020	96	24	even	even	ADV
easat-7020	96	25	in	in	ADP
easat-7020	96	26	the	the	DET
easat-7020	96	27	face	face	NOUN
easat-7020	96	28	of	of	ADP
easat-7020	96	29	small	small	ADJ
easat-7020	96	30	changes	change	NOUN
easat-7020	96	31	or	or	CCONJ
easat-7020	96	32	fluctuations	fluctuation	NOUN
easat-7020	96	33	in	in	ADP
easat-7020	96	34	the	the	DET
easat-7020	96	35	data	datum	NOUN
easat-7020	96	36	.	.	PUNCT
easat-7020	97	1	the	the	DET
easat-7020	97	2	coverage	coverage	NOUN
easat-7020	97	3	results	result	NOUN
easat-7020	97	4	are	be	AUX
easat-7020	97	5	shown	show	VERB
easat-7020	97	6	in	in	ADP
easat-7020	97	7	figure	figure	NOUN
easat-7020	97	8	3	3	NUM
easat-7020	97	9	:	:	PUNCT
easat-7020	97	10	figure	figure	VERB
easat-7020	97	11	3	3	NUM
easat-7020	97	12	.	.	PUNCT
easat-7020	97	13	coverage	coverage	NOUN
easat-7020	97	14	.	.	PUNCT
easat-7020	98	1	figure	figure	NOUN
easat-7020	98	2	3	3	NUM
easat-7020	98	3	reveals	reveal	VERB
easat-7020	98	4	the	the	DET
easat-7020	98	5	coverage	coverage	NOUN
easat-7020	98	6	of	of	ADP
easat-7020	98	7	the	the	DET
easat-7020	98	8	prediction	prediction	NOUN
easat-7020	98	9	model	model	NOUN
easat-7020	98	10	in	in	ADP
easat-7020	98	11	customer	customer	NOUN
easat-7020	98	12	preference	preference	NOUN
easat-7020	98	13	prediction	prediction	NOUN
easat-7020	98	14	,	,	PUNCT
easat-7020	98	15	with	with	ADP
easat-7020	98	16	a	a	DET
easat-7020	98	17	maximum	maximum	ADJ
easat-7020	98	18	coverage	coverage	NOUN
easat-7020	98	19	of	of	ADP
easat-7020	98	20	100	100	NUM
easat-7020	98	21	%	%	NOUN
easat-7020	98	22	.	.	PUNCT
easat-7020	99	1	this	this	DET
easat-7020	99	2	comprehensive	comprehensive	ADJ
easat-7020	99	3	coverage	coverage	NOUN
easat-7020	99	4	means	mean	VERB
easat-7020	99	5	that	that	SCONJ
easat-7020	99	6	the	the	DET
easat-7020	99	7	model	model	NOUN
easat-7020	99	8	can	can	AUX
easat-7020	99	9	effectively	effectively	ADV
easat-7020	99	10	capture	capture	VERB
easat-7020	99	11	the	the	DET
easat-7020	99	12	diverse	diverse	ADJ
easat-7020	99	13	needs	need	NOUN
easat-7020	99	14	of	of	ADP
easat-7020	99	15	different	different	ADJ
easat-7020	99	16	customer	customer	NOUN
easat-7020	99	17	groups	group	NOUN
easat-7020	99	18	,	,	PUNCT
easat-7020	99	19	ensuring	ensure	VERB
easat-7020	99	20	that	that	SCONJ
easat-7020	99	21	each	each	DET
easat-7020	99	22	customer	customer	NOUN
easat-7020	99	23	can	can	AUX
easat-7020	99	24	obtain	obtain	VERB
easat-7020	99	25	homestay	homestay	NOUN
easat-7020	99	26	design	design	NOUN
easat-7020	99	27	options	option	NOUN
easat-7020	99	28	that	that	PRON
easat-7020	99	29	match	match	VERB
easat-7020	99	30	their	their	PRON
easat-7020	99	31	preferences	preference	NOUN
easat-7020	99	32	.	.	PUNCT
easat-7020	100	1	the	the	DET
easat-7020	100	2	advantage	advantage	NOUN
easat-7020	100	3	of	of	ADP
easat-7020	100	4	high	high	ADJ
easat-7020	100	5	coverage	coverage	NOUN
easat-7020	100	6	is	be	AUX
easat-7020	100	7	that	that	SCONJ
easat-7020	100	8	it	it	PRON
easat-7020	100	9	can	can	AUX
easat-7020	100	10	significantly	significantly	ADV
easat-7020	100	11	improve	improve	VERB
easat-7020	100	12	customer	customer	NOUN
easat-7020	100	13	satisfaction	satisfaction	NOUN
easat-7020	100	14	and	and	CCONJ
easat-7020	100	15	experience	experience	NOUN
easat-7020	100	16	.	.	PUNCT
easat-7020	101	1	when	when	SCONJ
easat-7020	101	2	customers	customer	NOUN
easat-7020	101	3	discover	discover	VERB
easat-7020	101	4	that	that	SCONJ
easat-7020	101	5	the	the	DET
easat-7020	101	6	system	system	NOUN
easat-7020	101	7	can	can	AUX
easat-7020	101	8	understand	understand	VERB
easat-7020	101	9	and	and	CCONJ
easat-7020	101	10	meet	meet	VERB
easat-7020	101	11	their	their	PRON
easat-7020	101	12	personalized	personalize	VERB
easat-7020	101	13	needs	need	NOUN
easat-7020	101	14	,	,	PUNCT
easat-7020	101	15	their	their	PRON
easat-7020	101	16	overall	overall	ADJ
easat-7020	101	17	impression	impression	NOUN
easat-7020	101	18	and	and	CCONJ
easat-7020	101	19	loyalty	loyalty	NOUN
easat-7020	101	20	to	to	ADP
easat-7020	101	21	homestays	homestay	NOUN
easat-7020	101	22	will	will	AUX
easat-7020	101	23	also	also	ADV
easat-7020	101	24	increase	increase	VERB
easat-7020	101	25	.	.	PUNCT
easat-7020	102	1	in	in	ADP
easat-7020	102	2	addition	addition	NOUN
easat-7020	102	3	,	,	PUNCT
easat-7020	102	4	comprehensive	comprehensive	ADJ
easat-7020	102	5	coverage	coverage	NOUN
easat-7020	102	6	also	also	ADV
easat-7020	102	7	helps	help	VERB
easat-7020	102	8	homestay	homestay	VERB
easat-7020	102	9	operators	operator	NOUN
easat-7020	102	10	to	to	PART
easat-7020	102	11	have	have	VERB
easat-7020	102	12	a	a	DET
easat-7020	102	13	more	more	ADV
easat-7020	102	14	comprehensive	comprehensive	ADJ
easat-7020	102	15	understanding	understanding	NOUN
easat-7020	102	16	of	of	ADP
easat-7020	102	17	their	their	PRON
easat-7020	102	18	customer	customer	NOUN
easat-7020	102	19	base	base	NOUN
easat-7020	102	20	,	,	PUNCT
easat-7020	102	21	thereby	thereby	ADV
easat-7020	102	22	making	make	VERB
easat-7020	102	23	more	more	ADV
easat-7020	102	24	precise	precise	ADJ
easat-7020	102	25	adjustments	adjustment	NOUN
easat-7020	102	26	in	in	ADP
easat-7020	102	27	service	service	NOUN
easat-7020	102	28	and	and	CCONJ
easat-7020	102	29	product	product	NOUN
easat-7020	102	30	design	design	NOUN
easat-7020	102	31	.	.	PUNCT
easat-7020	103	1	4.2	4.2	NUM
easat-7020	103	2	.	.	PUNCT
easat-7020	104	1	evaluation	evaluation	NOUN
easat-7020	104	2	results	result	NOUN
easat-7020	104	3	of	of	ADP
easat-7020	104	4	emotional	emotional	ADJ
easat-7020	104	5	satisfaction	satisfaction	NOUN
easat-7020	104	6	in	in	ADP
easat-7020	104	7	the	the	DET
easat-7020	104	8	study	study	NOUN
easat-7020	104	9	of	of	ADP
easat-7020	104	10	personalized	personalized	ADJ
easat-7020	104	11	customer	customer	NOUN
easat-7020	104	12	experience	experience	NOUN
easat-7020	104	13	in	in	ADP
easat-7020	104	14	homestay	homestay	PROPN
easat-7020	104	15	design	design	NOUN
easat-7020	104	16	,	,	PUNCT
easat-7020	104	17	this	this	DET
easat-7020	104	18	study	study	NOUN
easat-7020	104	19	not	not	PART
easat-7020	104	20	only	only	ADV
easat-7020	104	21	focuses	focus	VERB
easat-7020	104	22	on	on	ADP
easat-7020	104	23	the	the	DET
easat-7020	104	24	impact	impact	NOUN
easat-7020	104	25	of	of	ADP
easat-7020	104	26	design	design	NOUN
easat-7020	104	27	elements	element	NOUN
easat-7020	104	28	on	on	ADP
easat-7020	104	29	emotional	emotional	ADJ
easat-7020	104	30	satisfaction	satisfaction	NOUN
easat-7020	104	31	,	,	PUNCT
easat-7020	104	32	but	but	CCONJ
easat-7020	104	33	also	also	ADV
easat-7020	104	34	measures	measure	VERB
easat-7020	104	35	these	these	DET
easat-7020	104	36	impacts	impact	NOUN
easat-7020	104	37	through	through	ADP
easat-7020	104	38	quantitative	quantitative	ADJ
easat-7020	104	39	data	datum	NOUN
easat-7020	104	40	collection	collection	NOUN
easat-7020	104	41	and	and	CCONJ
easat-7020	104	42	analysis	analysis	NOUN
easat-7020	104	43	.	.	PUNCT
easat-7020	105	1	by	by	ADP
easat-7020	105	2	constructing	construct	VERB
easat-7020	105	3	an	an	DET
easat-7020	105	4	emotional	emotional	ADJ
easat-7020	105	5	satisfaction	satisfaction	NOUN
easat-7020	105	6	measurement	measurement	NOUN
easat-7020	105	7	table	table	NOUN
easat-7020	105	8	,	,	PUNCT
easat-7020	105	9	this	this	DET
easat-7020	105	10	study	study	NOUN
easat-7020	105	11	obtained	obtain	VERB
easat-7020	105	12	key	key	ADJ
easat-7020	105	13	data	datum	NOUN
easat-7020	105	14	points	point	NOUN
easat-7020	105	15	that	that	PRON
easat-7020	105	16	revealed	reveal	VERB
easat-7020	105	17	the	the	DET
easat-7020	105	18	satisfaction	satisfaction	NOUN
easat-7020	105	19	level	level	NOUN
easat-7020	105	20	of	of	ADP
easat-7020	105	21	customers	customer	NOUN
easat-7020	105	22	with	with	ADP
easat-7020	105	23	various	various	ADJ
easat-7020	105	24	aspects	aspect	NOUN
easat-7020	105	25	of	of	ADP
easat-7020	105	26	homestay	homestay	PROPN
easat-7020	105	27	design	design	NOUN
easat-7020	105	28	and	and	CCONJ
easat-7020	105	29	how	how	SCONJ
easat-7020	105	30	they	they	PRON
easat-7020	105	31	comprehensively	comprehensively	ADV
easat-7020	105	32	affected	affect	VERB
easat-7020	105	33	the	the	DET
easat-7020	105	34	overall	overall	ADJ
easat-7020	105	35	emotional	emotional	ADJ
easat-7020	105	36	experience	experience	NOUN
easat-7020	105	37	of	of	ADP
easat-7020	105	38	customers	customer	NOUN
easat-7020	105	39	,	,	PUNCT
easat-7020	105	40	as	as	SCONJ
easat-7020	105	41	shown	show	VERB
easat-7020	105	42	in	in	ADP
easat-7020	105	43	table	table	NOUN
easat-7020	105	44	2	2	NUM
easat-7020	105	45	:	:	SYM
easat-7020	105	46	848	848	NUM
easat-7020	105	47	edelweiss	edelweiss	PROPN
easat-7020	105	48	applied	apply	VERB
easat-7020	105	49	science	science	NOUN
easat-7020	105	50	and	and	CCONJ
easat-7020	105	51	technology	technology	NOUN
easat-7020	105	52	issn	issn	PROPN
easat-7020	105	53	:	:	PUNCT
easat-7020	105	54	2576	2576	NUM
easat-7020	105	55	-	-	SYM
easat-7020	105	56	8484	8484	NUM
easat-7020	105	57	vol	vol	NOUN
easat-7020	105	58	.	.	PROPN
easat-7020	106	1	9	9	NUM
easat-7020	106	2	,	,	PUNCT
easat-7020	106	3	no	no	INTJ
easat-7020	106	4	.	.	NOUN
easat-7020	106	5	5	5	NUM
easat-7020	106	6	:	:	PUNCT
easat-7020	106	7	841	841	NUM
easat-7020	106	8	-	-	SYM
easat-7020	106	9	850	850	NUM
easat-7020	106	10	,	,	PUNCT
easat-7020	106	11	2025	2025	NUM
easat-7020	106	12	doi	doi	NOUN
easat-7020	106	13	:	:	PUNCT
easat-7020	106	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	106	15	©	©	PROPN
easat-7020	106	16	2025	2025	NUM
easat-7020	106	17	by	by	ADP
easat-7020	106	18	the	the	DET
easat-7020	106	19	author	author	NOUN
easat-7020	106	20	;	;	PUNCT
easat-7020	106	21	licensee	licensee	PROPN
easat-7020	106	22	learning	learn	VERB
easat-7020	106	23	gate	gate	NOUN
easat-7020	106	24	table	table	NOUN
easat-7020	106	25	2	2	NUM
easat-7020	106	26	.	.	PUNCT
easat-7020	106	27	emotional	emotional	ADJ
easat-7020	106	28	satisfaction	satisfaction	NOUN
easat-7020	106	29	.	.	PUNCT
easat-7020	107	1	customer	customer	NOUN
easat-7020	107	2	i	i	PROPN
easat-7020	107	3	d	d	PROPN
easat-7020	107	4	room	room	NOUN
easat-7020	107	5	layout	layout	PROPN
easat-7020	107	6	satisfaction	satisfaction	NOUN
easat-7020	107	7	decor	decor	NOUN
easat-7020	107	8	style	style	NOUN
easat-7020	107	9	satisfaction	satisfaction	NOUN
easat-7020	107	10	color	color	NOUN
easat-7020	107	11	matching	matching	NOUN
easat-7020	107	12	satisfaction	satisfaction	NOUN
easat-7020	107	13	personalized	personalize	VERB
easat-7020	107	14	service	service	NOUN
easat-7020	107	15	satisfaction	satisfaction	NOUN
easat-7020	107	16	emotional	emotional	ADJ
easat-7020	107	17	satisfaction	satisfaction	NOUN
easat-7020	107	18	score	score	NOUN
easat-7020	107	19	c001	c001	NUM
easat-7020	107	20	8	8	NUM
easat-7020	107	21	7	7	NUM
easat-7020	107	22	9	9	NUM
easat-7020	107	23	10	10	NUM
easat-7020	107	24	8.6	8.6	NUM
easat-7020	108	1	c002	c002	PROPN
easat-7020	108	2	6	6	NUM
easat-7020	108	3	8	8	NUM
easat-7020	108	4	7	7	NUM
easat-7020	108	5	9	9	NUM
easat-7020	108	6	7.8	7.8	NUM
easat-7020	108	7	c003	c003	NUM
easat-7020	108	8	9	9	NUM
easat-7020	108	9	6	6	NUM
easat-7020	108	10	8	8	NUM
easat-7020	108	11	7	7	NUM
easat-7020	108	12	7.4	7.4	NUM
easat-7020	108	13	c004	c004	PROPN
easat-7020	108	14	7	7	NUM
easat-7020	108	15	9	9	NUM
easat-7020	108	16	6	6	NUM
easat-7020	108	17	8	8	NUM
easat-7020	108	18	7.5	7.5	NUM
easat-7020	108	19	c005	c005	NUM
easat-7020	108	20	5	5	NUM
easat-7020	108	21	7	7	NUM
easat-7020	108	22	8	8	NUM
easat-7020	108	23	10	10	NUM
easat-7020	108	24	7.7	7.7	NUM
easat-7020	108	25	c006	c006	NOUN
easat-7020	108	26	10	10	NUM
easat-7020	108	27	5	5	NUM
easat-7020	108	28	7	7	NUM
easat-7020	108	29	9	9	NUM
easat-7020	108	30	7.9	7.9	NUM
easat-7020	108	31	c007	c007	NUM
easat-7020	108	32	8	8	NUM
easat-7020	108	33	10	10	NUM
easat-7020	108	34	7	7	NUM
easat-7020	108	35	6	6	NUM
easat-7020	108	36	7.8	7.8	NUM
easat-7020	108	37	c008	c008	PROPN
easat-7020	108	38	9	9	NUM
easat-7020	108	39	8	8	NUM
easat-7020	108	40	9	9	NUM
easat-7020	108	41	8	8	NUM
easat-7020	108	42	8.5	8.5	NUM
easat-7020	108	43	table	table	NOUN
easat-7020	108	44	2	2	NUM
easat-7020	108	45	records	record	VERB
easat-7020	108	46	the	the	DET
easat-7020	108	47	satisfaction	satisfaction	NOUN
easat-7020	108	48	ratings	rating	NOUN
easat-7020	108	49	of	of	ADP
easat-7020	108	50	homestay	homestay	NOUN
easat-7020	108	51	customers	customer	NOUN
easat-7020	108	52	for	for	ADP
easat-7020	108	53	four	four	NUM
easat-7020	108	54	key	key	ADJ
easat-7020	108	55	design	design	NOUN
easat-7020	108	56	elements	element	NOUN
easat-7020	108	57	:	:	PUNCT
easat-7020	108	58	room	room	NOUN
easat-7020	108	59	layout	layout	NOUN
easat-7020	108	60	,	,	PUNCT
easat-7020	108	61	decoration	decoration	NOUN
easat-7020	108	62	style	style	NOUN
easat-7020	108	63	,	,	PUNCT
easat-7020	108	64	color	color	NOUN
easat-7020	108	65	matching	matching	NOUN
easat-7020	108	66	,	,	PUNCT
easat-7020	108	67	and	and	CCONJ
easat-7020	108	68	personalized	personalized	ADJ
easat-7020	108	69	service	service	NOUN
easat-7020	108	70	,	,	PUNCT
easat-7020	108	71	and	and	CCONJ
easat-7020	108	72	calculates	calculate	VERB
easat-7020	108	73	the	the	DET
easat-7020	108	74	overall	overall	ADJ
easat-7020	108	75	emotional	emotional	ADJ
easat-7020	108	76	satisfaction	satisfaction	NOUN
easat-7020	108	77	of	of	ADP
easat-7020	108	78	each	each	DET
easat-7020	108	79	customer	customer	NOUN
easat-7020	108	80	based	base	VERB
easat-7020	108	81	on	on	ADP
easat-7020	108	82	these	these	DET
easat-7020	108	83	ratings	rating	NOUN
easat-7020	108	84	.	.	PUNCT
easat-7020	109	1	the	the	DET
easat-7020	109	2	above	above	ADJ
easat-7020	109	3	data	datum	NOUN
easat-7020	109	4	not	not	PART
easat-7020	109	5	only	only	ADV
easat-7020	109	6	provides	provide	VERB
easat-7020	109	7	a	a	DET
easat-7020	109	8	window	window	NOUN
easat-7020	109	9	for	for	ADP
easat-7020	109	10	homestay	homestay	PROPN
easat-7020	109	11	operators	operator	NOUN
easat-7020	109	12	to	to	PART
easat-7020	109	13	gain	gain	VERB
easat-7020	109	14	insights	insight	NOUN
easat-7020	109	15	into	into	ADP
easat-7020	109	16	customer	customer	NOUN
easat-7020	109	17	preferences	preference	NOUN
easat-7020	109	18	and	and	CCONJ
easat-7020	109	19	emotional	emotional	ADJ
easat-7020	109	20	experiences	experience	NOUN
easat-7020	109	21	,	,	PUNCT
easat-7020	109	22	but	but	CCONJ
easat-7020	109	23	also	also	ADV
easat-7020	109	24	provides	provide	VERB
easat-7020	109	25	an	an	DET
easat-7020	109	26	empirical	empirical	ADJ
easat-7020	109	27	basis	basis	NOUN
easat-7020	109	28	for	for	ADP
easat-7020	109	29	optimizing	optimize	VERB
easat-7020	109	30	design	design	NOUN
easat-7020	109	31	and	and	CCONJ
easat-7020	109	32	services	service	NOUN
easat-7020	109	33	,	,	PUNCT
easat-7020	109	34	helping	help	VERB
easat-7020	109	35	to	to	PART
easat-7020	109	36	improve	improve	VERB
easat-7020	109	37	customer	customer	NOUN
easat-7020	109	38	satisfaction	satisfaction	NOUN
easat-7020	109	39	and	and	CCONJ
easat-7020	109	40	enhance	enhance	VERB
easat-7020	109	41	customer	customer	NOUN
easat-7020	109	42	loyalty	loyalty	NOUN
easat-7020	109	43	.	.	PUNCT
easat-7020	110	1	4.3	4.3	NUM
easat-7020	110	2	.	.	PUNCT
easat-7020	110	3	customer	customer	NOUN
easat-7020	110	4	preferences	preference	NOUN
easat-7020	110	5	and	and	CCONJ
easat-7020	110	6	emotional	emotional	ADJ
easat-7020	110	7	satisfaction	satisfaction	NOUN
easat-7020	110	8	this	this	DET
easat-7020	110	9	paper	paper	NOUN
easat-7020	110	10	explores	explore	NOUN
easat-7020	110	11	how	how	SCONJ
easat-7020	110	12	customer	customer	NOUN
easat-7020	110	13	personalized	personalize	VERB
easat-7020	110	14	preferences	preference	NOUN
easat-7020	110	15	interact	interact	VERB
easat-7020	110	16	with	with	ADP
easat-7020	110	17	the	the	DET
easat-7020	110	18	emotional	emotional	ADJ
easat-7020	110	19	satisfaction	satisfaction	NOUN
easat-7020	110	20	they	they	PRON
easat-7020	110	21	experience	experience	VERB
easat-7020	110	22	in	in	ADP
easat-7020	110	23	homestay	homestay	PROPN
easat-7020	110	24	accommodation	accommodation	NOUN
easat-7020	110	25	,	,	PUNCT
easat-7020	110	26	which	which	PRON
easat-7020	110	27	is	be	AUX
easat-7020	110	28	crucial	crucial	ADJ
easat-7020	110	29	for	for	ADP
easat-7020	110	30	achieving	achieve	VERB
easat-7020	110	31	personalized	personalized	ADJ
easat-7020	110	32	experiences	experience	NOUN
easat-7020	110	33	in	in	ADP
easat-7020	110	34	homestay	homestay	PROPN
easat-7020	110	35	design	design	NOUN
easat-7020	110	36	.	.	PUNCT
easat-7020	111	1	through	through	ADP
easat-7020	111	2	correlation	correlation	NOUN
easat-7020	111	3	analysis	analysis	NOUN
easat-7020	111	4	,	,	PUNCT
easat-7020	111	5	this	this	DET
easat-7020	111	6	study	study	NOUN
easat-7020	111	7	quantified	quantify	VERB
easat-7020	111	8	the	the	DET
easat-7020	111	9	strength	strength	NOUN
easat-7020	111	10	of	of	ADP
easat-7020	111	11	the	the	DET
easat-7020	111	12	relationship	relationship	NOUN
easat-7020	111	13	between	between	ADP
easat-7020	111	14	key	key	ADJ
easat-7020	111	15	design	design	NOUN
easat-7020	111	16	elements	element	NOUN
easat-7020	111	17	such	such	ADJ
easat-7020	111	18	as	as	ADP
easat-7020	111	19	room	room	NOUN
easat-7020	111	20	layout	layout	NOUN
easat-7020	111	21	,	,	PUNCT
easat-7020	111	22	decorative	decorative	ADJ
easat-7020	111	23	style	style	NOUN
easat-7020	111	24	,	,	PUNCT
easat-7020	111	25	color	color	NOUN
easat-7020	111	26	matching	matching	NOUN
easat-7020	111	27	,	,	PUNCT
easat-7020	111	28	and	and	CCONJ
easat-7020	111	29	personalized	personalized	ADJ
easat-7020	111	30	services	service	NOUN
easat-7020	111	31	and	and	CCONJ
easat-7020	111	32	customer	customer	NOUN
easat-7020	111	33	emotional	emotional	ADJ
easat-7020	111	34	satisfaction	satisfaction	NOUN
easat-7020	111	35	,	,	PUNCT
easat-7020	111	36	thereby	thereby	ADV
easat-7020	111	37	clarifying	clarify	VERB
easat-7020	111	38	which	which	DET
easat-7020	111	39	design	design	NOUN
easat-7020	111	40	features	feature	NOUN
easat-7020	111	41	are	be	AUX
easat-7020	111	42	key	key	ADJ
easat-7020	111	43	to	to	ADP
easat-7020	111	44	enhancing	enhance	VERB
easat-7020	111	45	customer	customer	NOUN
easat-7020	111	46	emotional	emotional	ADJ
easat-7020	111	47	experience	experience	NOUN
easat-7020	111	48	.	.	PUNCT
easat-7020	112	1	the	the	DET
easat-7020	112	2	results	result	NOUN
easat-7020	112	3	are	be	AUX
easat-7020	112	4	shown	show	VERB
easat-7020	112	5	in	in	ADP
easat-7020	112	6	table	table	NOUN
easat-7020	112	7	3	3	NUM
easat-7020	112	8	:	:	PUNCT
easat-7020	112	9	table	table	NOUN
easat-7020	112	10	3	3	NUM
easat-7020	112	11	.	.	PUNCT
easat-7020	112	12	correlation	correlation	NOUN
easat-7020	112	13	data	datum	NOUN
easat-7020	112	14	.	.	PUNCT
easat-7020	113	1	feature	feature	NOUN
easat-7020	113	2	/	/	SYM
easat-7020	113	3	indicator	indicator	NOUN
easat-7020	113	4	room	room	NOUN
easat-7020	113	5	layout	layout	PROPN
easat-7020	113	6	decor	decor	PROPN
easat-7020	113	7	style	style	NOUN
easat-7020	113	8	color	color	NOUN
easat-7020	113	9	matching	matching	NOUN
easat-7020	113	10	personalized	personalize	VERB
easat-7020	113	11	service	service	NOUN
easat-7020	113	12	emotional	emotional	ADJ
easat-7020	113	13	satisfaction	satisfaction	NOUN
easat-7020	113	14	room	room	NOUN
easat-7020	113	15	layout	layout	VERB
easat-7020	113	16	1.00	1.00	NUM
easat-7020	113	17	0.75	0.75	NUM
easat-7020	113	18	0.71	0.71	NUM
easat-7020	113	19	0.83	0.83	NUM
easat-7020	113	20	0.87	0.87	NUM
easat-7020	113	21	decor	decor	NOUN
easat-7020	113	22	style	style	NOUN
easat-7020	113	23	0.75	0.75	NUM
easat-7020	113	24	1.00	1.00	NUM
easat-7020	113	25	0.79	0.79	NUM
easat-7020	113	26	0.87	0.87	NUM
easat-7020	113	27	0.85	0.85	NUM
easat-7020	113	28	color	color	NOUN
easat-7020	113	29	matching	match	VERB
easat-7020	113	30	0.71	0.71	NUM
easat-7020	113	31	0.79	0.79	NUM
easat-7020	113	32	1.00	1.00	NUM
easat-7020	113	33	0.80	0.80	NUM
easat-7020	113	34	0.82	0.82	NUM
easat-7020	113	35	personalized	personalized	ADJ
easat-7020	113	36	service	service	NOUN
easat-7020	113	37	0.83	0.83	NUM
easat-7020	113	38	0.87	0.87	NUM
easat-7020	113	39	0.80	0.80	NUM
easat-7020	113	40	1.00	1.00	NUM
easat-7020	113	41	0.92	0.92	NUM
easat-7020	113	42	emotional	emotional	ADJ
easat-7020	113	43	satisfaction	satisfaction	NOUN
easat-7020	113	44	0.87	0.87	NUM
easat-7020	113	45	0.85	0.85	NUM
easat-7020	113	46	0.82	0.82	NUM
easat-7020	113	47	0.92	0.92	NUM
easat-7020	113	48	1.00	1.00	NUM
easat-7020	113	49	the	the	DET
easat-7020	113	50	rows	row	NOUN
easat-7020	113	51	and	and	CCONJ
easat-7020	113	52	columns	column	NOUN
easat-7020	113	53	in	in	ADP
easat-7020	113	54	table	table	NOUN
easat-7020	113	55	3	3	NUM
easat-7020	113	56	represent	represent	VERB
easat-7020	113	57	different	different	ADJ
easat-7020	113	58	elements	element	NOUN
easat-7020	113	59	of	of	ADP
easat-7020	113	60	homestay	homestay	PROPN
easat-7020	113	61	design	design	NOUN
easat-7020	113	62	,	,	PUNCT
easat-7020	113	63	including	include	VERB
easat-7020	113	64	room	room	NOUN
easat-7020	113	65	layout	layout	NOUN
easat-7020	113	66	,	,	PUNCT
easat-7020	113	67	decorative	decorative	ADJ
easat-7020	113	68	style	style	NOUN
easat-7020	113	69	,	,	PUNCT
easat-7020	113	70	color	color	NOUN
easat-7020	113	71	matching	matching	NOUN
easat-7020	113	72	,	,	PUNCT
easat-7020	113	73	and	and	CCONJ
easat-7020	113	74	personalized	personalized	ADJ
easat-7020	113	75	services	service	NOUN
easat-7020	113	76	,	,	PUNCT
easat-7020	113	77	which	which	PRON
easat-7020	113	78	directly	directly	ADV
easat-7020	113	79	affect	affect	VERB
easat-7020	113	80	the	the	DET
easat-7020	113	81	customer	customer	NOUN
easat-7020	113	82	's	's	PART
easat-7020	113	83	accommodation	accommodation	NOUN
easat-7020	113	84	experience	experience	NOUN
easat-7020	113	85	.	.	PUNCT
easat-7020	114	1	the	the	DET
easat-7020	114	2	numerical	numerical	ADJ
easat-7020	114	3	range	range	NOUN
easat-7020	114	4	in	in	ADP
easat-7020	114	5	a	a	DET
easat-7020	114	6	cell	cell	NOUN
easat-7020	114	7	ranges	range	VERB
easat-7020	114	8	from	from	ADP
easat-7020	114	9	-1	-1	INTJ
easat-7020	114	10	to	to	ADP
easat-7020	114	11	1	1	NUM
easat-7020	114	12	,	,	PUNCT
easat-7020	114	13	with	with	ADP
easat-7020	114	14	positive	positive	ADJ
easat-7020	114	15	values	value	NOUN
easat-7020	114	16	indicating	indicate	VERB
easat-7020	114	17	positive	positive	ADJ
easat-7020	114	18	correlation	correlation	NOUN
easat-7020	114	19	,	,	PUNCT
easat-7020	114	20	meaning	mean	VERB
easat-7020	114	21	that	that	SCONJ
easat-7020	114	22	the	the	DET
easat-7020	114	23	improvement	improvement	NOUN
easat-7020	114	24	of	of	ADP
easat-7020	114	25	one	one	NUM
easat-7020	114	26	element	element	NOUN
easat-7020	114	27	is	be	AUX
easat-7020	114	28	often	often	ADV
easat-7020	114	29	accompanied	accompany	VERB
easat-7020	114	30	by	by	ADP
easat-7020	114	31	the	the	DET
easat-7020	114	32	improvement	improvement	NOUN
easat-7020	114	33	of	of	ADP
easat-7020	114	34	another	another	DET
easat-7020	114	35	element	element	NOUN
easat-7020	114	36	.	.	PUNCT
easat-7020	115	1	the	the	DET
easat-7020	115	2	value	value	NOUN
easat-7020	115	3	on	on	ADP
easat-7020	115	4	the	the	DET
easat-7020	115	5	diagonal	diagonal	NOUN
easat-7020	115	6	is	be	AUX
easat-7020	115	7	always	always	ADV
easat-7020	115	8	1	1	NUM
easat-7020	115	9	because	because	SCONJ
easat-7020	115	10	each	each	DET
easat-7020	115	11	element	element	NOUN
easat-7020	115	12	has	have	VERB
easat-7020	115	13	a	a	DET
easat-7020	115	14	completely	completely	ADV
easat-7020	115	15	consistent	consistent	ADJ
easat-7020	115	16	correlation	correlation	NOUN
easat-7020	115	17	with	with	ADP
easat-7020	115	18	itself	itself	PRON
easat-7020	115	19	.	.	PUNCT
easat-7020	116	1	by	by	ADP
easat-7020	116	2	analyzing	analyze	VERB
easat-7020	116	3	these	these	DET
easat-7020	116	4	correlation	correlation	NOUN
easat-7020	116	5	coefficients	coefficient	NOUN
easat-7020	116	6	,	,	PUNCT
easat-7020	116	7	this	this	DET
easat-7020	116	8	paper	paper	NOUN
easat-7020	116	9	quantifies	quantify	VERB
easat-7020	116	10	the	the	DET
easat-7020	116	11	specific	specific	ADJ
easat-7020	116	12	impact	impact	NOUN
easat-7020	116	13	of	of	ADP
easat-7020	116	14	design	design	NOUN
easat-7020	116	15	elements	element	NOUN
easat-7020	116	16	on	on	ADP
easat-7020	116	17	emotional	emotional	ADJ
easat-7020	116	18	satisfaction	satisfaction	NOUN
easat-7020	116	19	.	.	PUNCT
easat-7020	117	1	the	the	DET
easat-7020	117	2	correlation	correlation	NOUN
easat-7020	117	3	coefficient	coefficient	NOUN
easat-7020	117	4	between	between	ADP
easat-7020	117	5	room	room	NOUN
easat-7020	117	6	layout	layout	NOUN
easat-7020	117	7	and	and	CCONJ
easat-7020	117	8	emotional	emotional	ADJ
easat-7020	117	9	849	849	NUM
easat-7020	117	10	edelweiss	edelweiss	PROPN
easat-7020	117	11	applied	apply	VERB
easat-7020	117	12	science	science	NOUN
easat-7020	117	13	and	and	CCONJ
easat-7020	117	14	technology	technology	NOUN
easat-7020	117	15	issn	issn	PROPN
easat-7020	117	16	:	:	PUNCT
easat-7020	117	17	2576	2576	NUM
easat-7020	117	18	-	-	SYM
easat-7020	117	19	8484	8484	NUM
easat-7020	117	20	vol	vol	NOUN
easat-7020	117	21	.	.	PROPN
easat-7020	118	1	9	9	NUM
easat-7020	118	2	,	,	PUNCT
easat-7020	118	3	no	no	INTJ
easat-7020	118	4	.	.	NOUN
easat-7020	118	5	5	5	NUM
easat-7020	118	6	:	:	PUNCT
easat-7020	118	7	841	841	NUM
easat-7020	118	8	-	-	SYM
easat-7020	118	9	850	850	NUM
easat-7020	118	10	,	,	PUNCT
easat-7020	118	11	2025	2025	NUM
easat-7020	118	12	doi	doi	NOUN
easat-7020	118	13	:	:	PUNCT
easat-7020	118	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	118	15	©	©	PROPN
easat-7020	118	16	2025	2025	NUM
easat-7020	118	17	by	by	ADP
easat-7020	118	18	the	the	DET
easat-7020	118	19	author	author	NOUN
easat-7020	118	20	;	;	PUNCT
easat-7020	118	21	licensee	licensee	NOUN
easat-7020	118	22	learning	learn	VERB
easat-7020	118	23	gate	gate	NOUN
easat-7020	118	24	satisfaction	satisfaction	NOUN
easat-7020	118	25	is	be	AUX
easat-7020	118	26	high	high	ADJ
easat-7020	118	27	,	,	PUNCT
easat-7020	118	28	indicating	indicate	VERB
easat-7020	118	29	that	that	SCONJ
easat-7020	118	30	optimizing	optimizing	NOUN
easat-7020	118	31	room	room	NOUN
easat-7020	118	32	layout	layout	NOUN
easat-7020	118	33	will	will	AUX
easat-7020	118	34	significantly	significantly	ADV
easat-7020	118	35	improve	improve	VERB
easat-7020	118	36	the	the	DET
easat-7020	118	37	emotional	emotional	ADJ
easat-7020	118	38	experience	experience	NOUN
easat-7020	118	39	of	of	ADP
easat-7020	118	40	customers	customer	NOUN
easat-7020	118	41	.	.	PUNCT
easat-7020	119	1	4.4	4.4	NUM
easat-7020	119	2	.	.	PUNCT
easat-7020	120	1	discussion	discussion	NOUN
easat-7020	120	2	this	this	DET
easat-7020	120	3	paper	paper	NOUN
easat-7020	120	4	provides	provide	VERB
easat-7020	120	5	profound	profound	ADJ
easat-7020	120	6	insights	insight	NOUN
easat-7020	120	7	into	into	ADP
easat-7020	120	8	the	the	DET
easat-7020	120	9	homestay	homestay	PROPN
easat-7020	120	10	industry	industry	NOUN
easat-7020	120	11	through	through	ADP
easat-7020	120	12	empirical	empirical	ADJ
easat-7020	120	13	research	research	NOUN
easat-7020	120	14	,	,	PUNCT
easat-7020	120	15	particularly	particularly	ADV
easat-7020	120	16	in	in	ADP
easat-7020	120	17	understanding	understand	VERB
easat-7020	120	18	the	the	DET
easat-7020	120	19	complex	complex	ADJ
easat-7020	120	20	relationship	relationship	NOUN
easat-7020	120	21	between	between	ADP
easat-7020	120	22	customer	customer	NOUN
easat-7020	120	23	personalized	personalize	VERB
easat-7020	120	24	preferences	preference	NOUN
easat-7020	120	25	and	and	CCONJ
easat-7020	120	26	emotional	emotional	ADJ
easat-7020	120	27	satisfaction	satisfaction	NOUN
easat-7020	120	28	.	.	PUNCT
easat-7020	121	1	through	through	ADP
easat-7020	121	2	correlation	correlation	NOUN
easat-7020	121	3	analysis	analysis	NOUN
easat-7020	121	4	,	,	PUNCT
easat-7020	121	5	this	this	DET
easat-7020	121	6	study	study	NOUN
easat-7020	121	7	finds	find	VERB
easat-7020	121	8	that	that	SCONJ
easat-7020	121	9	there	there	PRON
easat-7020	121	10	is	be	VERB
easat-7020	121	11	a	a	DET
easat-7020	121	12	significant	significant	ADJ
easat-7020	121	13	relationship	relationship	NOUN
easat-7020	121	14	between	between	ADP
easat-7020	121	15	the	the	DET
easat-7020	121	16	design	design	NOUN
easat-7020	121	17	elements	element	NOUN
easat-7020	121	18	of	of	ADP
easat-7020	121	19	homestay	homestay	PROPN
easat-7020	121	20	inn	inn	PROPN
easat-7020	121	21	(	(	PUNCT
easat-7020	121	22	room	room	NOUN
easat-7020	121	23	layout	layout	NOUN
easat-7020	121	24	,	,	PUNCT
easat-7020	121	25	decoration	decoration	NOUN
easat-7020	121	26	style	style	NOUN
easat-7020	121	27	,	,	PUNCT
easat-7020	121	28	color	color	NOUN
easat-7020	121	29	coordination	coordination	NOUN
easat-7020	121	30	and	and	CCONJ
easat-7020	121	31	personalized	personalized	ADJ
easat-7020	121	32	service	service	NOUN
easat-7020	121	33	)	)	PUNCT
easat-7020	121	34	and	and	CCONJ
easat-7020	121	35	customers	customer	NOUN
easat-7020	121	36	'	'	PART
easat-7020	121	37	emotional	emotional	ADJ
easat-7020	121	38	experience	experience	NOUN
easat-7020	121	39	,	,	PUNCT
easat-7020	121	40	so	so	SCONJ
easat-7020	121	41	as	as	SCONJ
easat-7020	121	42	to	to	PART
easat-7020	121	43	put	put	VERB
easat-7020	121	44	forward	forward	ADV
easat-7020	121	45	databased	database	VERB
easat-7020	121	46	suggestions	suggestion	NOUN
easat-7020	121	47	for	for	ADP
easat-7020	121	48	homestay	homestay	PROPN
easat-7020	121	49	inn	inn	PROPN
easat-7020	121	50	design	design	NOUN
easat-7020	121	51	and	and	CCONJ
easat-7020	121	52	clarify	clarify	VERB
easat-7020	121	53	the	the	DET
easat-7020	121	54	key	key	ADJ
easat-7020	121	55	design	design	NOUN
easat-7020	121	56	elements	element	NOUN
easat-7020	121	57	that	that	PRON
easat-7020	121	58	can	can	AUX
easat-7020	121	59	improve	improve	VERB
easat-7020	121	60	customers	customer	NOUN
easat-7020	121	61	'	'	PART
easat-7020	121	62	emotional	emotional	ADJ
easat-7020	121	63	satisfaction	satisfaction	NOUN
easat-7020	121	64	.	.	PUNCT
easat-7020	122	1	this	this	DET
easat-7020	122	2	study	study	NOUN
easat-7020	122	3	provides	provide	VERB
easat-7020	122	4	valuable	valuable	ADJ
easat-7020	122	5	insights	insight	NOUN
easat-7020	122	6	and	and	CCONJ
easat-7020	122	7	tools	tool	NOUN
easat-7020	122	8	,	,	PUNCT
easat-7020	122	9	but	but	CCONJ
easat-7020	122	10	there	there	PRON
easat-7020	122	11	are	be	VERB
easat-7020	122	12	also	also	ADV
easat-7020	122	13	problems	problem	NOUN
easat-7020	122	14	of	of	ADP
easat-7020	122	15	limited	limited	ADJ
easat-7020	122	16	sample	sample	NOUN
easat-7020	122	17	size	size	NOUN
easat-7020	122	18	,	,	PUNCT
easat-7020	122	19	which	which	PRON
easat-7020	122	20	may	may	AUX
easat-7020	122	21	affect	affect	VERB
easat-7020	122	22	the	the	DET
easat-7020	122	23	universality	universality	NOUN
easat-7020	122	24	and	and	CCONJ
easat-7020	122	25	practicability	practicability	NOUN
easat-7020	122	26	of	of	ADP
easat-7020	122	27	the	the	DET
easat-7020	122	28	research	research	NOUN
easat-7020	122	29	results	result	NOUN
easat-7020	122	30	.	.	PUNCT
easat-7020	123	1	in	in	ADP
easat-7020	123	2	order	order	NOUN
easat-7020	123	3	to	to	PART
easat-7020	123	4	solve	solve	VERB
easat-7020	123	5	this	this	DET
easat-7020	123	6	limitation	limitation	NOUN
easat-7020	123	7	in	in	ADP
easat-7020	123	8	future	future	ADJ
easat-7020	123	9	research	research	NOUN
easat-7020	123	10	,	,	PUNCT
easat-7020	123	11	the	the	DET
easat-7020	123	12	sample	sample	NOUN
easat-7020	123	13	size	size	NOUN
easat-7020	123	14	should	should	AUX
easat-7020	123	15	be	be	AUX
easat-7020	123	16	increased	increase	VERB
easat-7020	123	17	,	,	PUNCT
easat-7020	123	18	which	which	PRON
easat-7020	123	19	will	will	AUX
easat-7020	123	20	better	well	ADV
easat-7020	123	21	represent	represent	VERB
easat-7020	123	22	the	the	DET
easat-7020	123	23	research	research	NOUN
easat-7020	123	24	results	result	NOUN
easat-7020	123	25	.	.	PUNCT
easat-7020	124	1	moreover	moreover	ADV
easat-7020	124	2	,	,	PUNCT
easat-7020	124	3	most	most	ADJ
easat-7020	124	4	of	of	ADP
easat-7020	124	5	this	this	DET
easat-7020	124	6	research	research	NOUN
easat-7020	124	7	focuses	focus	VERB
easat-7020	124	8	on	on	ADP
easat-7020	124	9	the	the	DET
easat-7020	124	10	visual	visual	ADJ
easat-7020	124	11	and	and	CCONJ
easat-7020	124	12	sensory	sensory	ADJ
easat-7020	124	13	aspects	aspect	NOUN
easat-7020	124	14	of	of	ADP
easat-7020	124	15	homestay	homestay	PROPN
easat-7020	124	16	inn	inn	PROPN
easat-7020	124	17	design	design	NOUN
easat-7020	124	18	,	,	PUNCT
easat-7020	124	19	and	and	CCONJ
easat-7020	124	20	seldom	seldom	ADV
easat-7020	124	21	pays	pay	VERB
easat-7020	124	22	attention	attention	NOUN
easat-7020	124	23	to	to	ADP
easat-7020	124	24	cultural	cultural	ADJ
easat-7020	124	25	or	or	CCONJ
easat-7020	124	26	regional	regional	ADJ
easat-7020	124	27	differences	difference	NOUN
easat-7020	124	28	and	and	CCONJ
easat-7020	124	29	other	other	ADJ
easat-7020	124	30	influencing	influence	VERB
easat-7020	124	31	factors	factor	NOUN
easat-7020	124	32	,	,	PUNCT
easat-7020	124	33	which	which	PRON
easat-7020	124	34	is	be	AUX
easat-7020	124	35	also	also	ADV
easat-7020	124	36	a	a	DET
easat-7020	124	37	shortcoming	shortcoming	NOUN
easat-7020	124	38	that	that	PRON
easat-7020	124	39	can	can	AUX
easat-7020	124	40	not	not	PART
easat-7020	124	41	be	be	AUX
easat-7020	124	42	ignored	ignore	VERB
easat-7020	124	43	.	.	PUNCT
easat-7020	125	1	5	5	X
easat-7020	125	2	.	.	X
easat-7020	125	3	conclusion	conclusion	NOUN
easat-7020	125	4	this	this	DET
easat-7020	125	5	study	study	NOUN
easat-7020	125	6	analyzes	analyze	VERB
easat-7020	125	7	the	the	DET
easat-7020	125	8	relationship	relationship	NOUN
easat-7020	125	9	between	between	ADP
easat-7020	125	10	customer	customer	NOUN
easat-7020	125	11	personalized	personalize	VERB
easat-7020	125	12	preference	preference	NOUN
easat-7020	125	13	and	and	CCONJ
easat-7020	125	14	emotional	emotional	ADJ
easat-7020	125	15	satisfaction	satisfaction	NOUN
easat-7020	125	16	in	in	ADP
easat-7020	125	17	hotel	hotel	NOUN
easat-7020	125	18	design	design	NOUN
easat-7020	125	19	,	,	PUNCT
easat-7020	125	20	and	and	CCONJ
easat-7020	125	21	on	on	ADP
easat-7020	125	22	this	this	DET
easat-7020	125	23	basis	basis	NOUN
easat-7020	125	24	,	,	PUNCT
easat-7020	125	25	it	it	PRON
easat-7020	125	26	provides	provide	VERB
easat-7020	125	27	empirical	empirical	ADJ
easat-7020	125	28	insights	insight	NOUN
easat-7020	125	29	for	for	ADP
easat-7020	125	30	the	the	DET
easat-7020	125	31	hotel	hotel	NOUN
easat-7020	125	32	industry	industry	NOUN
easat-7020	125	33	by	by	ADP
easat-7020	125	34	constructing	construct	VERB
easat-7020	125	35	a	a	DET
easat-7020	125	36	customer	customer	NOUN
easat-7020	125	37	preference	preference	NOUN
easat-7020	125	38	prediction	prediction	NOUN
easat-7020	125	39	model	model	NOUN
easat-7020	125	40	and	and	CCONJ
easat-7020	125	41	quantifying	quantify	VERB
easat-7020	125	42	emotional	emotional	ADJ
easat-7020	125	43	satisfaction	satisfaction	NOUN
easat-7020	125	44	.	.	PUNCT
easat-7020	126	1	the	the	DET
easat-7020	126	2	study	study	NOUN
easat-7020	126	3	reveals	reveal	VERB
easat-7020	126	4	the	the	DET
easat-7020	126	5	positive	positive	ADJ
easat-7020	126	6	correlation	correlation	NOUN
easat-7020	126	7	between	between	ADP
easat-7020	126	8	design	design	NOUN
easat-7020	126	9	elements	element	NOUN
easat-7020	126	10	such	such	ADJ
easat-7020	126	11	as	as	ADP
easat-7020	126	12	room	room	NOUN
easat-7020	126	13	layout	layout	NOUN
easat-7020	126	14	,	,	PUNCT
easat-7020	126	15	decoration	decoration	NOUN
easat-7020	126	16	style	style	NOUN
easat-7020	126	17	and	and	CCONJ
easat-7020	126	18	personalized	personalized	ADJ
easat-7020	126	19	service	service	NOUN
easat-7020	126	20	and	and	CCONJ
easat-7020	126	21	customer	customer	NOUN
easat-7020	126	22	emotional	emotional	ADJ
easat-7020	126	23	experience	experience	NOUN
easat-7020	126	24	,	,	PUNCT
easat-7020	126	25	and	and	CCONJ
easat-7020	126	26	verifies	verify	VERB
easat-7020	126	27	the	the	DET
easat-7020	126	28	accuracy	accuracy	NOUN
easat-7020	126	29	and	and	CCONJ
easat-7020	126	30	reliability	reliability	NOUN
easat-7020	126	31	of	of	ADP
easat-7020	126	32	the	the	DET
easat-7020	126	33	prediction	prediction	NOUN
easat-7020	126	34	model	model	NOUN
easat-7020	126	35	through	through	ADP
easat-7020	126	36	the	the	DET
easat-7020	126	37	evaluation	evaluation	NOUN
easat-7020	126	38	of	of	ADP
easat-7020	126	39	hamming	ham	VERB
easat-7020	126	40	loss	loss	NOUN
easat-7020	126	41	and	and	CCONJ
easat-7020	126	42	model	model	NOUN
easat-7020	126	43	stability	stability	NOUN
easat-7020	126	44	.	.	PUNCT
easat-7020	127	1	due	due	ADP
easat-7020	127	2	to	to	ADP
easat-7020	127	3	the	the	DET
easat-7020	127	4	limited	limited	ADJ
easat-7020	127	5	sample	sample	NOUN
easat-7020	127	6	size	size	NOUN
easat-7020	127	7	of	of	ADP
easat-7020	127	8	this	this	DET
easat-7020	127	9	study	study	NOUN
easat-7020	127	10	,	,	PUNCT
easat-7020	127	11	it	it	PRON
easat-7020	127	12	may	may	AUX
easat-7020	127	13	affect	affect	VERB
easat-7020	127	14	the	the	DET
easat-7020	127	15	universality	universality	NOUN
easat-7020	127	16	of	of	ADP
easat-7020	127	17	the	the	DET
easat-7020	127	18	results	result	NOUN
easat-7020	127	19	.	.	PUNCT
easat-7020	128	1	in	in	ADP
easat-7020	128	2	addition	addition	NOUN
easat-7020	128	3	,	,	PUNCT
easat-7020	128	4	research	research	NOUN
easat-7020	128	5	mainly	mainly	ADV
easat-7020	128	6	focuses	focus	VERB
easat-7020	128	7	on	on	ADP
easat-7020	128	8	visual	visual	ADJ
easat-7020	128	9	and	and	CCONJ
easat-7020	128	10	sensory	sensory	ADJ
easat-7020	128	11	design	design	NOUN
easat-7020	128	12	elements	element	NOUN
easat-7020	128	13	,	,	PUNCT
easat-7020	128	14	with	with	ADP
easat-7020	128	15	insufficient	insufficient	ADJ
easat-7020	128	16	consideration	consideration	NOUN
easat-7020	128	17	of	of	ADP
easat-7020	128	18	cultural	cultural	ADJ
easat-7020	128	19	and	and	CCONJ
easat-7020	128	20	regional	regional	ADJ
easat-7020	128	21	differences	difference	NOUN
easat-7020	128	22	.	.	PUNCT
easat-7020	129	1	future	future	ADJ
easat-7020	129	2	research	research	NOUN
easat-7020	129	3	should	should	AUX
easat-7020	129	4	expand	expand	VERB
easat-7020	129	5	the	the	DET
easat-7020	129	6	sample	sample	NOUN
easat-7020	129	7	size	size	NOUN
easat-7020	129	8	and	and	CCONJ
easat-7020	129	9	consider	consider	VERB
easat-7020	129	10	these	these	DET
easat-7020	129	11	factors	factor	NOUN
easat-7020	129	12	to	to	PART
easat-7020	129	13	enhance	enhance	VERB
easat-7020	129	14	the	the	DET
easat-7020	129	15	broad	broad	ADJ
easat-7020	129	16	applicability	applicability	NOUN
easat-7020	129	17	of	of	ADP
easat-7020	129	18	the	the	DET
easat-7020	129	19	study	study	NOUN
easat-7020	129	20	.	.	PUNCT
easat-7020	130	1	technology	technology	NOUN
easat-7020	130	2	will	will	AUX
easat-7020	130	3	continue	continue	VERB
easat-7020	130	4	to	to	PART
easat-7020	130	5	advance	advance	VERB
easat-7020	130	6	with	with	ADP
easat-7020	130	7	the	the	DET
easat-7020	130	8	development	development	NOUN
easat-7020	130	9	of	of	ADP
easat-7020	130	10	the	the	DET
easat-7020	130	11	times	time	NOUN
easat-7020	130	12	,	,	PUNCT
easat-7020	130	13	especially	especially	ADV
easat-7020	130	14	with	with	ADP
easat-7020	130	15	the	the	DET
easat-7020	130	16	application	application	NOUN
easat-7020	130	17	of	of	ADP
easat-7020	130	18	big	big	ADJ
easat-7020	130	19	data	datum	NOUN
easat-7020	130	20	analysis	analysis	NOUN
easat-7020	130	21	and	and	CCONJ
easat-7020	130	22	artificial	artificial	ADJ
easat-7020	130	23	intelligence	intelligence	NOUN
easat-7020	130	24	.	.	PUNCT
easat-7020	131	1	the	the	DET
easat-7020	131	2	homestay	homestay	PROPN
easat-7020	131	3	industry	industry	NOUN
easat-7020	131	4	is	be	AUX
easat-7020	131	5	expected	expect	VERB
easat-7020	131	6	to	to	PART
easat-7020	131	7	achieve	achieve	VERB
easat-7020	131	8	more	more	ADV
easat-7020	131	9	accurate	accurate	ADJ
easat-7020	131	10	customer	customer	NOUN
easat-7020	131	11	preference	preference	NOUN
easat-7020	131	12	prediction	prediction	NOUN
easat-7020	131	13	and	and	CCONJ
easat-7020	131	14	more	more	ADV
easat-7020	131	15	personalized	personalized	ADJ
easat-7020	131	16	service	service	NOUN
easat-7020	131	17	design	design	NOUN
easat-7020	131	18	.	.	PUNCT
easat-7020	132	1	meanwhile	meanwhile	ADV
easat-7020	132	2	,	,	PUNCT
easat-7020	132	3	the	the	DET
easat-7020	132	4	methodology	methodology	NOUN
easat-7020	132	5	of	of	ADP
easat-7020	132	6	this	this	DET
easat-7020	132	7	study	study	NOUN
easat-7020	132	8	provides	provide	VERB
easat-7020	132	9	a	a	DET
easat-7020	132	10	framework	framework	NOUN
easat-7020	132	11	for	for	ADP
easat-7020	132	12	subsequent	subsequent	ADJ
easat-7020	132	13	research	research	NOUN
easat-7020	132	14	and	and	CCONJ
easat-7020	132	15	promotes	promote	VERB
easat-7020	132	16	further	further	ADJ
easat-7020	132	17	development	development	NOUN
easat-7020	132	18	in	in	ADP
easat-7020	132	19	the	the	DET
easat-7020	132	20	field	field	NOUN
easat-7020	132	21	of	of	ADP
easat-7020	132	22	customer	customer	NOUN
easat-7020	132	23	preference	preference	NOUN
easat-7020	132	24	and	and	CCONJ
easat-7020	132	25	emotional	emotional	ADJ
easat-7020	132	26	satisfaction	satisfaction	NOUN
easat-7020	132	27	research	research	NOUN
easat-7020	132	28	.	.	PUNCT
easat-7020	133	1	transparency	transparency	NOUN
easat-7020	133	2	:	:	PUNCT
easat-7020	133	3	the	the	DET
easat-7020	133	4	author	author	NOUN
easat-7020	133	5	confirms	confirm	VERB
easat-7020	133	6	that	that	SCONJ
easat-7020	133	7	the	the	DET
easat-7020	133	8	manuscript	manuscript	NOUN
easat-7020	133	9	is	be	AUX
easat-7020	133	10	an	an	DET
easat-7020	133	11	honest	honest	ADJ
easat-7020	133	12	,	,	PUNCT
easat-7020	133	13	accurate	accurate	ADJ
easat-7020	133	14	,	,	PUNCT
easat-7020	133	15	and	and	CCONJ
easat-7020	133	16	transparent	transparent	ADJ
easat-7020	133	17	account	account	NOUN
easat-7020	133	18	of	of	ADP
easat-7020	133	19	the	the	DET
easat-7020	133	20	study	study	NOUN
easat-7020	133	21	;	;	PUNCT
easat-7020	133	22	that	that	SCONJ
easat-7020	133	23	no	no	DET
easat-7020	133	24	vital	vital	ADJ
easat-7020	133	25	features	feature	NOUN
easat-7020	133	26	of	of	ADP
easat-7020	133	27	the	the	DET
easat-7020	133	28	study	study	NOUN
easat-7020	133	29	have	have	AUX
easat-7020	133	30	been	be	AUX
easat-7020	133	31	omitted	omit	VERB
easat-7020	133	32	;	;	PUNCT
easat-7020	133	33	and	and	CCONJ
easat-7020	133	34	that	that	SCONJ
easat-7020	133	35	any	any	DET
easat-7020	133	36	discrepancies	discrepancy	NOUN
easat-7020	133	37	from	from	ADP
easat-7020	133	38	the	the	DET
easat-7020	133	39	study	study	NOUN
easat-7020	133	40	as	as	SCONJ
easat-7020	133	41	planned	plan	VERB
easat-7020	133	42	have	have	AUX
easat-7020	133	43	been	be	AUX
easat-7020	133	44	explained	explain	VERB
easat-7020	133	45	.	.	PUNCT
easat-7020	134	1	this	this	DET
easat-7020	134	2	study	study	NOUN
easat-7020	134	3	followed	follow	VERB
easat-7020	134	4	all	all	DET
easat-7020	134	5	ethical	ethical	ADJ
easat-7020	134	6	practices	practice	NOUN
easat-7020	134	7	during	during	ADP
easat-7020	134	8	writing	writing	NOUN
easat-7020	134	9	.	.	PUNCT
easat-7020	135	1	copyright	copyright	NOUN
easat-7020	135	2	:	:	PUNCT
easat-7020	135	3	©	©	PROPN
easat-7020	135	4	2025	2025	NUM
easat-7020	135	5	by	by	ADP
easat-7020	135	6	the	the	DET
easat-7020	135	7	author	author	NOUN
easat-7020	135	8	.	.	PUNCT
easat-7020	136	1	this	this	DET
easat-7020	136	2	open	open	ADJ
easat-7020	136	3	-	-	PUNCT
easat-7020	136	4	access	access	NOUN
easat-7020	136	5	article	article	NOUN
easat-7020	136	6	is	be	AUX
easat-7020	136	7	distributed	distribute	VERB
easat-7020	136	8	under	under	ADP
easat-7020	136	9	the	the	DET
easat-7020	136	10	terms	term	NOUN
easat-7020	136	11	and	and	CCONJ
easat-7020	136	12	conditions	condition	NOUN
easat-7020	136	13	of	of	ADP
easat-7020	136	14	the	the	DET
easat-7020	136	15	creative	creative	ADJ
easat-7020	136	16	commons	common	NOUN
easat-7020	136	17	attribution	attribution	NOUN
easat-7020	136	18	(	(	PUNCT
easat-7020	136	19	cc	cc	NOUN
easat-7020	136	20	by	by	ADP
easat-7020	136	21	)	)	PUNCT
easat-7020	136	22	license	license	NOUN
easat-7020	136	23	(	(	PUNCT
easat-7020	136	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7020	136	25	)	)	PUNCT
easat-7020	136	26	.	.	PUNCT
easat-7020	137	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-7020	137	2	850	850	NUM
easat-7020	137	3	edelweiss	edelweiss	PROPN
easat-7020	137	4	applied	apply	VERB
easat-7020	137	5	science	science	NOUN
easat-7020	137	6	and	and	CCONJ
easat-7020	137	7	technology	technology	NOUN
easat-7020	137	8	issn	issn	PROPN
easat-7020	137	9	:	:	PUNCT
easat-7020	137	10	2576	2576	NUM
easat-7020	137	11	-	-	SYM
easat-7020	137	12	8484	8484	NUM
easat-7020	137	13	vol	vol	NOUN
easat-7020	137	14	.	.	PROPN
easat-7020	138	1	9	9	NUM
easat-7020	138	2	,	,	PUNCT
easat-7020	138	3	no	no	INTJ
easat-7020	138	4	.	.	NOUN
easat-7020	138	5	5	5	NUM
easat-7020	138	6	:	:	PUNCT
easat-7020	138	7	841	841	NUM
easat-7020	138	8	-	-	SYM
easat-7020	138	9	850	850	NUM
easat-7020	138	10	,	,	PUNCT
easat-7020	138	11	2025	2025	NUM
easat-7020	138	12	doi	doi	NOUN
easat-7020	138	13	:	:	PUNCT
easat-7020	138	14	10.55214/25768484.v9i5.7020	10.55214/25768484.v9i5.7020	NUM
easat-7020	138	15	©	©	PROPN
easat-7020	138	16	2025	2025	NUM
easat-7020	138	17	by	by	ADP
easat-7020	138	18	the	the	DET
easat-7020	138	19	author	author	NOUN
easat-7020	138	20	;	;	PUNCT
easat-7020	138	21	licensee	licensee	PROPN
easat-7020	138	22	learning	learn	VERB
easat-7020	138	23	gate	gate	NOUN
easat-7020	138	24	references	reference	NOUN
easat-7020	138	25	[	[	X
easat-7020	138	26	1	1	NUM
easat-7020	138	27	]	]	PUNCT
easat-7020	138	28	h.	h.	PROPN
easat-7020	138	29	wang	wang	PROPN
easat-7020	138	30	and	and	CCONJ
easat-7020	138	31	c.	c.	PROPN
easat-7020	138	32	li	li	PROPN
easat-7020	138	33	,	,	PUNCT
easat-7020	138	34	"	"	PUNCT
easat-7020	138	35	product	product	NOUN
easat-7020	138	36	feature	feature	NOUN
easat-7020	138	37	representation	representation	NOUN
easat-7020	138	38	and	and	CCONJ
easat-7020	138	39	customer	customer	NOUN
easat-7020	138	40	preference	preference	NOUN
easat-7020	138	41	prediction	prediction	NOUN
easat-7020	138	42	based	base	VERB
easat-7020	138	43	on	on	ADP
easat-7020	138	44	machine	machine	NOUN
easat-7020	138	45	learning	learning	NOUN
easat-7020	138	46	,	,	PUNCT
easat-7020	138	47	"	"	PUNCT
easat-7020	138	48	computer	computer	NOUN
easat-7020	138	49	applications	application	NOUN
easat-7020	138	50	and	and	CCONJ
easat-7020	138	51	software	software	NOUN
easat-7020	138	52	,	,	PUNCT
easat-7020	138	53	vol	vol	NOUN
easat-7020	138	54	.	.	PROPN
easat-7020	138	55	39	39	NUM
easat-7020	138	56	,	,	PUNCT
easat-7020	138	57	no	no	INTJ
easat-7020	138	58	.	.	NOUN
easat-7020	138	59	9	9	NUM
easat-7020	138	60	,	,	PUNCT
easat-7020	138	61	pp	pp	ADJ
easat-7020	138	62	.	.	PUNCT
easat-7020	139	1	158	158	NUM
easat-7020	139	2	-	-	SYM
easat-7020	139	3	166	166	NUM
easat-7020	139	4	,	,	PUNCT
easat-7020	139	5	2022	2022	NUM
easat-7020	139	6	.	.	PUNCT
easat-7020	140	1	[	[	X
easat-7020	140	2	2	2	X
easat-7020	140	3	]	]	PUNCT
easat-7020	140	4	s.	s.	PROPN
easat-7020	140	5	chao	chao	PROPN
easat-7020	140	6	,	,	PUNCT
easat-7020	140	7	a.	a.	PROPN
easat-7020	140	8	wang	wang	PROPN
easat-7020	140	9	,	,	PUNCT
easat-7020	140	10	x.	x.	PROPN
easat-7020	140	11	lu	lu	PROPN
easat-7020	140	12	,	,	PUNCT
easat-7020	140	13	z.	z.	PROPN
easat-7020	140	14	peng	peng	PROPN
easat-7020	140	15	,	,	PUNCT
easat-7020	140	16	and	and	CCONJ
easat-7020	140	17	q.	q.	PROPN
easat-7020	140	18	zhang	zhang	PROPN
easat-7020	140	19	,	,	PUNCT
easat-7020	140	20	"	"	PUNCT
easat-7020	140	21	customer	customer	NOUN
easat-7020	140	22	preference	preference	NOUN
easat-7020	140	23	trend	trend	NOUN
easat-7020	140	24	mining	mining	NOUN
easat-7020	140	25	based	base	VERB
easat-7020	140	26	on	on	ADP
easat-7020	140	27	online	online	ADJ
easat-7020	140	28	reviews	review	NOUN
easat-7020	140	29	,	,	PUNCT
easat-7020	140	30	"	"	PUNCT
easat-7020	140	31	journal	journal	NOUN
easat-7020	140	32	of	of	ADP
easat-7020	140	33	systems	system	NOUN
easat-7020	140	34	engineering	engineering	NOUN
easat-7020	140	35	,	,	PUNCT
easat-7020	140	36	vol	vol	NOUN
easat-7020	140	37	.	.	PROPN
easat-7020	140	38	36	36	NUM
easat-7020	140	39	,	,	PUNCT
easat-7020	140	40	no	no	INTJ
easat-7020	140	41	.	.	NOUN
easat-7020	140	42	3	3	NUM
easat-7020	140	43	,	,	PUNCT
easat-7020	140	44	pp	pp	ADJ
easat-7020	140	45	.	.	PUNCT
easat-7020	140	46	289	289	NUM
easat-7020	140	47	-	-	SYM
easat-7020	140	48	301	301	NUM
easat-7020	140	49	,	,	PUNCT
easat-7020	140	50	2021	2021	NUM
easat-7020	140	51	.	.	PUNCT
easat-7020	141	1	[	[	X
easat-7020	141	2	3	3	X
easat-7020	141	3	]	]	PUNCT
easat-7020	141	4	l.	l.	PROPN
easat-7020	141	5	zhu	zhu	PROPN
easat-7020	141	6	,	,	PUNCT
easat-7020	141	7	j.	j.	PROPN
easat-7020	141	8	niu	niu	PROPN
easat-7020	141	9	,	,	PUNCT
easat-7020	141	10	and	and	CCONJ
easat-7020	141	11	h.	h.	PROPN
easat-7020	141	12	qiao	qiao	PROPN
easat-7020	141	13	,	,	PUNCT
easat-7020	141	14	"	"	PUNCT
easat-7020	141	15	research	research	NOUN
easat-7020	141	16	on	on	ADP
easat-7020	141	17	precision	precision	NOUN
easat-7020	141	18	marketing	marketing	NOUN
easat-7020	141	19	of	of	ADP
easat-7020	141	20	china	china	PROPN
easat-7020	141	21	post	post	PROPN
easat-7020	141	22	insurance	insurance	PROPN
easat-7020	141	23	health	health	NOUN
easat-7020	141	24	insurance	insurance	NOUN
easat-7020	141	25	based	base	VERB
easat-7020	141	26	on	on	ADP
easat-7020	141	27	customer	customer	NOUN
easat-7020	141	28	profile	profile	NOUN
easat-7020	141	29	,	,	PUNCT
easat-7020	141	30	"	"	PUNCT
easat-7020	141	31	postal	postal	ADJ
easat-7020	141	32	research	research	NOUN
easat-7020	141	33	,	,	PUNCT
easat-7020	141	34	vol	vol	NOUN
easat-7020	141	35	.	.	PROPN
easat-7020	141	36	40	40	NUM
easat-7020	141	37	,	,	PUNCT
easat-7020	141	38	no	no	INTJ
easat-7020	141	39	.	.	NOUN
easat-7020	141	40	1	1	NUM
easat-7020	141	41	,	,	PUNCT
easat-7020	141	42	pp	pp	ADJ
easat-7020	141	43	.	.	PUNCT
easat-7020	142	1	57–63	57–63	NUM
easat-7020	142	2	,	,	PUNCT
easat-7020	142	3	2024	2024	NUM
easat-7020	142	4	.	.	PUNCT
easat-7020	143	1	[	[	X
easat-7020	143	2	4	4	X
easat-7020	143	3	]	]	PUNCT
easat-7020	143	4	q.	q.	PROPN
easat-7020	143	5	zhu	zhu	PROPN
easat-7020	143	6	and	and	CCONJ
easat-7020	143	7	x.	x.	NOUN
easat-7020	143	8	gou	gou	PROPN
easat-7020	143	9	,	,	PUNCT
easat-7020	143	10	"	"	PUNCT
easat-7020	143	11	empirical	empirical	ADJ
easat-7020	143	12	analysis	analysis	NOUN
easat-7020	143	13	of	of	ADP
easat-7020	143	14	resident	resident	ADJ
easat-7020	143	15	investment	investment	NOUN
easat-7020	143	16	risk	risk	NOUN
easat-7020	143	17	preference	preference	NOUN
easat-7020	143	18	based	base	VERB
easat-7020	143	19	on	on	ADP
easat-7020	143	20	lightgbm	lightgbm	ADJ
easat-7020	143	21	and	and	CCONJ
easat-7020	143	22	shap	shap	PROPN
easat-7020	143	23	methods	method	NOUN
easat-7020	143	24	,	,	PUNCT
easat-7020	143	25	"	"	PUNCT
easat-7020	143	26	financial	financial	ADJ
easat-7020	143	27	technology	technology	NOUN
easat-7020	143	28	era	era	NOUN
easat-7020	143	29	,	,	PUNCT
easat-7020	143	30	vol	vol	NOUN
easat-7020	143	31	.	.	PROPN
easat-7020	143	32	32	32	NUM
easat-7020	143	33	,	,	PUNCT
easat-7020	143	34	no	no	INTJ
easat-7020	143	35	.	.	NOUN
easat-7020	143	36	4	4	NUM
easat-7020	143	37	,	,	PUNCT
easat-7020	143	38	pp	pp	ADJ
easat-7020	143	39	.	.	PUNCT
easat-7020	144	1	79–84	79–84	NOUN
easat-7020	144	2	,	,	PUNCT
easat-7020	144	3	2024	2024	NUM
easat-7020	144	4	.	.	PUNCT
easat-7020	145	1	[	[	X
easat-7020	145	2	5	5	X
easat-7020	145	3	]	]	PUNCT
easat-7020	145	4	s.	s.	PROPN
easat-7020	145	5	wu	wu	PROPN
easat-7020	145	6	,	,	PUNCT
easat-7020	145	7	x.	x.	PROPN
easat-7020	145	8	zhang	zhang	PROPN
easat-7020	145	9	,	,	PUNCT
easat-7020	145	10	and	and	CCONJ
easat-7020	145	11	y.	y.	PROPN
easat-7020	145	12	wu	wu	PROPN
easat-7020	145	13	,	,	PUNCT
easat-7020	145	14	"	"	PUNCT
easat-7020	145	15	codp	codp	NOUN
easat-7020	145	16	point	point	VERB
easat-7020	145	17	positioning	positioning	NOUN
easat-7020	145	18	for	for	ADP
easat-7020	145	19	prefabricated	prefabricate	VERB
easat-7020	145	20	decoration	decoration	NOUN
easat-7020	145	21	projects	project	NOUN
easat-7020	145	22	based	base	VERB
easat-7020	145	23	on	on	ADP
easat-7020	145	24	customer	customer	NOUN
easat-7020	145	25	preferences	preference	NOUN
easat-7020	145	26	,	,	PUNCT
easat-7020	145	27	"	"	PUNCT
easat-7020	145	28	project	project	NOUN
easat-7020	145	29	management	management	NOUN
easat-7020	145	30	technology	technology	NOUN
easat-7020	145	31	,	,	PUNCT
easat-7020	145	32	vol	vol	NOUN
easat-7020	145	33	.	.	PROPN
easat-7020	145	34	20	20	NUM
easat-7020	145	35	,	,	PUNCT
easat-7020	145	36	no	no	INTJ
easat-7020	145	37	.	.	NOUN
easat-7020	145	38	3	3	NUM
easat-7020	145	39	,	,	PUNCT
easat-7020	145	40	pp	pp	ADJ
easat-7020	145	41	.	.	PUNCT
easat-7020	146	1	101–105	101–105	NUM
easat-7020	146	2	,	,	PUNCT
easat-7020	146	3	2022	2022	NUM
easat-7020	146	4	.	.	PUNCT
easat-7020	147	1	[	[	X
easat-7020	147	2	6	6	NUM
easat-7020	147	3	]	]	PUNCT
easat-7020	147	4	p.	p.	NOUN
easat-7020	147	5	he	he	PRON
easat-7020	147	6	,	,	PUNCT
easat-7020	147	7	f.	f.	PROPN
easat-7020	147	8	zheng	zheng	PROPN
easat-7020	147	9	,	,	PUNCT
easat-7020	147	10	e.	e.	PROPN
easat-7020	147	11	belavina	belavina	PROPN
easat-7020	147	12	,	,	PUNCT
easat-7020	147	13	and	and	CCONJ
easat-7020	147	14	k.	k.	PROPN
easat-7020	147	15	girotra	girotra	PROPN
easat-7020	147	16	,	,	PUNCT
easat-7020	147	17	"	"	PUNCT
easat-7020	147	18	customer	customer	NOUN
easat-7020	147	19	preference	preference	NOUN
easat-7020	147	20	and	and	CCONJ
easat-7020	147	21	station	station	NOUN
easat-7020	147	22	network	network	NOUN
easat-7020	147	23	in	in	ADP
easat-7020	147	24	the	the	DET
easat-7020	147	25	london	london	PROPN
easat-7020	147	26	bike	bike	NOUN
easat-7020	147	27	-	-	PUNCT
easat-7020	147	28	share	share	NOUN
easat-7020	147	29	system	system	NOUN
easat-7020	147	30	,	,	PUNCT
easat-7020	147	31	"	"	PUNCT
easat-7020	147	32	management	management	NOUN
easat-7020	147	33	science	science	NOUN
easat-7020	147	34	,	,	PUNCT
easat-7020	147	35	vol	vol	NOUN
easat-7020	147	36	.	.	PROPN
easat-7020	147	37	67	67	NUM
easat-7020	147	38	,	,	PUNCT
easat-7020	147	39	no	no	INTJ
easat-7020	147	40	.	.	NOUN
easat-7020	147	41	3	3	NUM
easat-7020	147	42	,	,	PUNCT
easat-7020	147	43	pp	pp	ADJ
easat-7020	147	44	.	.	PUNCT
easat-7020	147	45	1392	1392	NUM
easat-7020	147	46	-	-	SYM
easat-7020	147	47	1412	1412	NUM
easat-7020	147	48	,	,	PUNCT
easat-7020	147	49	2021	2021	NUM
easat-7020	147	50	.	.	PUNCT
easat-7020	148	1	https://doi.org/10.1287/mnsc.2020.3620	https://doi.org/10.1287/mnsc.2020.3620	PROPN
easat-7020	149	1	[	[	X
easat-7020	149	2	7	7	X
easat-7020	149	3	]	]	X
easat-7020	149	4	h.	h.	PROPN
easat-7020	149	5	kuncoro	kuncoro	PROPN
easat-7020	149	6	and	and	CCONJ
easat-7020	149	7	n.	n.	PROPN
easat-7020	149	8	kusumawati	kusumawati	PROPN
easat-7020	149	9	,	,	PUNCT
easat-7020	149	10	"	"	PUNCT
easat-7020	149	11	a	a	DET
easat-7020	149	12	study	study	NOUN
easat-7020	149	13	of	of	ADP
easat-7020	149	14	customer	customer	NOUN
easat-7020	149	15	preference	preference	NOUN
easat-7020	149	16	,	,	PUNCT
easat-7020	149	17	customer	customer	NOUN
easat-7020	149	18	perceived	perceive	VERB
easat-7020	149	19	value	value	NOUN
easat-7020	149	20	,	,	PUNCT
easat-7020	149	21	sales	sale	NOUN
easat-7020	149	22	promotion	promotion	NOUN
easat-7020	149	23	,	,	PUNCT
easat-7020	149	24	and	and	CCONJ
easat-7020	149	25	social	social	ADJ
easat-7020	149	26	media	medium	NOUN
easat-7020	149	27	marketing	marketing	NOUN
easat-7020	149	28	towards	towards	ADP
easat-7020	149	29	purchase	purchase	NOUN
easat-7020	149	30	decision	decision	NOUN
easat-7020	149	31	of	of	ADP
easat-7020	149	32	sleeping	sleep	VERB
easat-7020	149	33	product	product	NOUN
easat-7020	149	34	in	in	ADP
easat-7020	149	35	generation	generation	NOUN
easat-7020	149	36	z	z	NOUN
easat-7020	149	37	,	,	PUNCT
easat-7020	149	38	"	"	PUNCT
easat-7020	149	39	advanced	advanced	ADJ
easat-7020	149	40	international	international	ADJ
easat-7020	149	41	journal	journal	NOUN
easat-7020	149	42	of	of	ADP
easat-7020	149	43	business	business	NOUN
easat-7020	149	44	,	,	PUNCT
easat-7020	149	45	entrepreneurship	entrepreneurship	NOUN
easat-7020	149	46	and	and	CCONJ
easat-7020	149	47	sme	sme	NOUN
easat-7020	149	48	's	's	PART
easat-7020	149	49	,	,	PUNCT
easat-7020	149	50	vol	vol	NOUN
easat-7020	149	51	.	.	PROPN
easat-7020	150	1	3	3	NUM
easat-7020	150	2	,	,	PUNCT
easat-7020	150	3	no	no	INTJ
easat-7020	150	4	.	.	NOUN
easat-7020	150	5	9	9	NUM
easat-7020	150	6	,	,	PUNCT
easat-7020	150	7	pp	pp	ADJ
easat-7020	150	8	.	.	PUNCT
easat-7020	151	1	265	265	NUM
easat-7020	151	2	-	-	SYM
easat-7020	151	3	276	276	NUM
easat-7020	151	4	,	,	PUNCT
easat-7020	151	5	2021	2021	NUM
easat-7020	151	6	.	.	PUNCT
easat-7020	152	1	https://doi.org/10.35631/aijbes.39018	https://doi.org/10.35631/aijbes.39018	NOUN
easat-7020	153	1	[	[	X
easat-7020	153	2	8	8	NUM
easat-7020	153	3	]	]	PUNCT
easat-7020	153	4	t.	t.	NOUN
easat-7020	153	5	budur	budur	NOUN
easat-7020	153	6	and	and	CCONJ
easat-7020	153	7	m.	m.	NOUN
easat-7020	153	8	poturak	poturak	NOUN
easat-7020	153	9	,	,	PUNCT
easat-7020	153	10	"	"	PUNCT
easat-7020	153	11	employee	employee	NOUN
easat-7020	153	12	performance	performance	NOUN
easat-7020	153	13	and	and	CCONJ
easat-7020	153	14	customer	customer	NOUN
easat-7020	153	15	loyalty	loyalty	NOUN
easat-7020	153	16	:	:	PUNCT
easat-7020	153	17	mediation	mediation	NOUN
easat-7020	153	18	effect	effect	NOUN
easat-7020	153	19	of	of	ADP
easat-7020	153	20	customer	customer	NOUN
easat-7020	153	21	satisfaction	satisfaction	NOUN
easat-7020	153	22	,	,	PUNCT
easat-7020	153	23	"	"	PUNCT
easat-7020	153	24	middle	middle	PROPN
easat-7020	153	25	east	east	PROPN
easat-7020	153	26	journal	journal	PROPN
easat-7020	153	27	of	of	ADP
easat-7020	153	28	management	management	NOUN
easat-7020	153	29	,	,	PUNCT
easat-7020	153	30	vol	vol	NOUN
easat-7020	153	31	.	.	PROPN
easat-7020	153	32	8	8	NUM
easat-7020	153	33	,	,	PUNCT
easat-7020	153	34	no	no	INTJ
easat-7020	153	35	.	.	NOUN
easat-7020	153	36	5	5	NUM
easat-7020	153	37	,	,	PUNCT
easat-7020	153	38	pp	pp	ADJ
easat-7020	153	39	.	.	PUNCT
easat-7020	153	40	453	453	NUM
easat-7020	153	41	-	-	SYM
easat-7020	153	42	474	474	NUM
easat-7020	153	43	,	,	PUNCT
easat-7020	153	44	2021	2021	NUM
easat-7020	153	45	.	.	PUNCT
easat-7020	154	1	https://doi.org/10.1504/mejm.2021.117510	https://doi.org/10.1504/mejm.2021.117510	PROPN
easat-7020	154	2	[	[	X
easat-7020	154	3	9	9	NUM
easat-7020	154	4	]	]	PUNCT
easat-7020	154	5	c.	c.	PROPN
easat-7020	154	6	biswas	biswas	PROPN
easat-7020	154	7	,	,	PUNCT
easat-7020	154	8	s.	s.	PROPN
easat-7020	154	9	k.	k.	PROPN
easat-7020	154	10	deb	deb	PROPN
easat-7020	154	11	,	,	PUNCT
easat-7020	154	12	a.	a.	NOUN
easat-7020	154	13	a.-t	a.-t	PROPN
easat-7020	154	14	.	.	PUNCT
easat-7020	155	1	hasan	hasan	PROPN
easat-7020	155	2	,	,	PUNCT
easat-7020	155	3	and	and	CCONJ
easat-7020	155	4	m.	m.	PROPN
easat-7020	155	5	s.	s.	PROPN
easat-7020	155	6	a.	a.	PROPN
easat-7020	155	7	khandakar	khandakar	PROPN
easat-7020	155	8	,	,	PUNCT
easat-7020	155	9	"	"	PUNCT
easat-7020	155	10	mediating	mediate	VERB
easat-7020	155	11	effect	effect	NOUN
easat-7020	155	12	of	of	ADP
easat-7020	155	13	tourists	tourist	NOUN
easat-7020	155	14	’	'	PUNCT
easat-7020	155	15	emotional	emotional	ADJ
easat-7020	155	16	involvement	involvement	NOUN
easat-7020	155	17	on	on	ADP
easat-7020	155	18	the	the	DET
easat-7020	155	19	relationship	relationship	NOUN
easat-7020	155	20	between	between	ADP
easat-7020	155	21	destination	destination	NOUN
easat-7020	155	22	attributes	attribute	NOUN
easat-7020	155	23	and	and	CCONJ
easat-7020	155	24	tourist	tourist	NOUN
easat-7020	155	25	satisfaction	satisfaction	NOUN
easat-7020	155	26	,	,	PUNCT
easat-7020	155	27	"	"	PUNCT
easat-7020	155	28	journal	journal	NOUN
easat-7020	155	29	of	of	ADP
easat-7020	155	30	hospitality	hospitality	NOUN
easat-7020	155	31	and	and	CCONJ
easat-7020	155	32	tourism	tourism	NOUN
easat-7020	155	33	insights	insight	NOUN
easat-7020	155	34	,	,	PUNCT
easat-7020	155	35	vol	vol	NOUN
easat-7020	155	36	.	.	PROPN
easat-7020	155	37	4	4	NUM
easat-7020	155	38	,	,	PUNCT
easat-7020	155	39	no	no	INTJ
easat-7020	155	40	.	.	NOUN
easat-7020	155	41	4	4	NUM
easat-7020	155	42	,	,	PUNCT
easat-7020	155	43	pp	pp	ADJ
easat-7020	155	44	.	.	PUNCT
easat-7020	156	1	490	490	NUM
easat-7020	156	2	-	-	SYM
easat-7020	156	3	510	510	NUM
easat-7020	156	4	,	,	PUNCT
easat-7020	156	5	2021	2021	NUM
easat-7020	156	6	.	.	PUNCT
easat-7020	157	1	https://doi.org/10.1108/jhti-05-2020-0075	https://doi.org/10.1108/jhti-05-2020-0075	NOUN
easat-7020	158	1	[	[	X
easat-7020	158	2	10	10	NUM
easat-7020	158	3	]	]	PUNCT
easat-7020	158	4	t.	t.	PROPN
easat-7020	158	5	c.	c.	PROPN
easat-7020	158	6	dodanwala	dodanwala	PROPN
easat-7020	158	7	and	and	CCONJ
easat-7020	158	8	p.	p.	PROPN
easat-7020	158	9	shrestha	shrestha	PROPN
easat-7020	158	10	,	,	PUNCT
easat-7020	158	11	"	"	PUNCT
easat-7020	158	12	work	work	NOUN
easat-7020	158	13	–	–	PUNCT
easat-7020	158	14	family	family	NOUN
easat-7020	158	15	conflict	conflict	NOUN
easat-7020	158	16	and	and	CCONJ
easat-7020	158	17	job	job	NOUN
easat-7020	158	18	satisfaction	satisfaction	NOUN
easat-7020	158	19	among	among	ADP
easat-7020	158	20	construction	construction	NOUN
easat-7020	158	21	professionals	professional	NOUN
easat-7020	158	22	:	:	PUNCT
easat-7020	158	23	the	the	DET
easat-7020	158	24	mediating	mediate	VERB
easat-7020	158	25	role	role	NOUN
easat-7020	158	26	of	of	ADP
easat-7020	158	27	emotional	emotional	ADJ
easat-7020	158	28	exhaustion	exhaustion	NOUN
easat-7020	158	29	,	,	PUNCT
easat-7020	158	30	"	"	PUNCT
easat-7020	158	31	on	on	ADP
easat-7020	158	32	the	the	DET
easat-7020	158	33	horizon	horizon	NOUN
easat-7020	158	34	:	:	PUNCT
easat-7020	158	35	the	the	DET
easat-7020	158	36	international	international	ADJ
easat-7020	158	37	journal	journal	NOUN
easat-7020	158	38	of	of	ADP
easat-7020	158	39	learning	learn	VERB
easat-7020	158	40	futures	future	NOUN
easat-7020	158	41	,	,	PUNCT
easat-7020	158	42	vol	vol	NOUN
easat-7020	158	43	.	.	PROPN
easat-7020	158	44	29	29	NUM
easat-7020	158	45	,	,	PUNCT
easat-7020	158	46	no	no	INTJ
easat-7020	158	47	.	.	NOUN
easat-7020	158	48	2	2	NUM
easat-7020	158	49	,	,	PUNCT
easat-7020	158	50	pp	pp	ADJ
easat-7020	158	51	.	.	PUNCT
easat-7020	159	1	62	62	NUM
easat-7020	159	2	-	-	SYM
easat-7020	159	3	75	75	NUM
easat-7020	159	4	,	,	PUNCT
easat-7020	159	5	2021	2021	NUM
easat-7020	159	6	.	.	PUNCT
easat-7020	160	1	https://doi.org/10.1108/oth-11-2020-0042	https://doi.org/10.1108/oth-11-2020-0042	PROPN
easat-7020	161	1	[	[	X
easat-7020	161	2	11	11	NUM
easat-7020	161	3	]	]	PUNCT
easat-7020	161	4	d.	d.	PROPN
easat-7020	161	5	r.	r.	PROPN
easat-7020	161	6	patil	patil	PROPN
easat-7020	161	7	and	and	CCONJ
easat-7020	161	8	n.	n.	PROPN
easat-7020	161	9	l.	l.	PROPN
easat-7020	161	10	rane	rane	PROPN
easat-7020	161	11	,	,	PUNCT
easat-7020	161	12	"	"	PUNCT
easat-7020	161	13	customer	customer	NOUN
easat-7020	161	14	experience	experience	NOUN
easat-7020	161	15	and	and	CCONJ
easat-7020	161	16	satisfaction	satisfaction	NOUN
easat-7020	161	17	:	:	PUNCT
easat-7020	161	18	importance	importance	NOUN
easat-7020	161	19	of	of	ADP
easat-7020	161	20	customer	customer	NOUN
easat-7020	161	21	reviews	review	NOUN
easat-7020	161	22	and	and	CCONJ
easat-7020	161	23	customer	customer	NOUN
easat-7020	161	24	value	value	NOUN
easat-7020	161	25	on	on	ADP
easat-7020	161	26	buying	buy	VERB
easat-7020	161	27	preference	preference	NOUN
easat-7020	161	28	,	,	PUNCT
easat-7020	161	29	"	"	PUNCT
easat-7020	161	30	international	international	ADJ
easat-7020	161	31	research	research	NOUN
easat-7020	161	32	journal	journal	NOUN
easat-7020	161	33	of	of	ADP
easat-7020	161	34	modernization	modernization	NOUN
easat-7020	161	35	in	in	ADP
easat-7020	161	36	engineering	engineering	NOUN
easat-7020	161	37	technology	technology	NOUN
easat-7020	161	38	and	and	CCONJ
easat-7020	161	39	science	science	NOUN
easat-7020	161	40	,	,	PUNCT
easat-7020	161	41	vol	vol	NOUN
easat-7020	161	42	.	.	PROPN
easat-7020	161	43	5	5	NUM
easat-7020	161	44	,	,	PUNCT
easat-7020	161	45	no	no	INTJ
easat-7020	161	46	.	.	NOUN
easat-7020	161	47	3	3	NUM
easat-7020	161	48	,	,	PUNCT
easat-7020	161	49	pp	pp	ADJ
easat-7020	161	50	.	.	PUNCT
easat-7020	162	1	3437–3447	3437–3447	NUM
easat-7020	162	2	,	,	PUNCT
easat-7020	162	3	2023	2023	NUM
easat-7020	162	4	.	.	PUNCT
easat-7020	163	1	[	[	X
easat-7020	163	2	12	12	NUM
easat-7020	163	3	]	]	PUNCT
easat-7020	163	4	j.	j.	PROPN
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easat-7020	163	6	,	,	PUNCT
easat-7020	163	7	"	"	PUNCT
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easat-7020	163	11	architectural	architectural	ADJ
easat-7020	163	12	environment	environment	NOUN
easat-7020	163	13	psychology	psychology	NOUN
easat-7020	163	14	in	in	ADP
easat-7020	163	15	the	the	DET
easat-7020	163	16	space	space	NOUN
easat-7020	163	17	design	design	NOUN
easat-7020	163	18	of	of	ADP
easat-7020	163	19	homestay	homestay	NOUN
easat-7020	163	20	,	,	PUNCT
easat-7020	163	21	"	"	PUNCT
easat-7020	163	22	international	international	ADJ
easat-7020	163	23	core	core	NOUN
easat-7020	163	24	journal	journal	NOUN
easat-7020	163	25	of	of	ADP
easat-7020	163	26	engineering	engineering	NOUN
easat-7020	163	27	,	,	PUNCT
easat-7020	163	28	vol	vol	NOUN
easat-7020	163	29	.	.	PROPN
easat-7020	163	30	8	8	NUM
easat-7020	163	31	,	,	PUNCT
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easat-7020	163	33	.	.	NOUN
easat-7020	163	34	5	5	NUM
easat-7020	163	35	,	,	PUNCT
easat-7020	163	36	pp	pp	ADJ
easat-7020	163	37	.	.	PUNCT
easat-7020	164	1	283	283	NUM
easat-7020	164	2	-	-	SYM
easat-7020	164	3	288	288	NUM
easat-7020	164	4	,	,	PUNCT
easat-7020	164	5	2022	2022	NUM
easat-7020	164	6	.	.	PUNCT
easat-7020	165	1	[	[	X
easat-7020	165	2	13	13	NUM
easat-7020	165	3	]	]	X
easat-7020	165	4	h.	h.	PROPN
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easat-7020	165	7	p.	p.	PROPN
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easat-7020	165	13	and	and	CCONJ
easat-7020	165	14	g.	g.	PROPN
easat-7020	165	15	zoboki	zoboki	PROPN
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easat-7020	165	28	the	the	DET
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easat-7020	165	30	era	era	NOUN
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easat-7020	165	32	"	"	PUNCT
easat-7020	165	33	tobacco	tobacco	NOUN
easat-7020	165	34	regulatory	regulatory	ADJ
easat-7020	165	35	science	science	NOUN
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easat-7020	165	38	.	.	PROPN
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easat-7020	165	42	.	.	NOUN
easat-7020	165	43	6	6	NUM
easat-7020	165	44	,	,	PUNCT
easat-7020	165	45	pp	pp	ADJ
easat-7020	165	46	.	.	PUNCT
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easat-7020	166	2	-	-	SYM
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easat-7020	168	10	and	and	CCONJ
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easat-7020	168	16	and	and	CCONJ
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easat-7020	168	24	for	for	ADP
easat-7020	168	25	different	different	ADJ
easat-7020	168	26	thermal	thermal	ADJ
easat-7020	168	27	experience	experience	NOUN
easat-7020	168	28	groups	group	NOUN
easat-7020	168	29	of	of	ADP
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easat-7020	168	36	dwellings	dwelling	NOUN
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easat-7020	168	41	"	"	PUNCT
easat-7020	168	42	academic	academic	ADJ
easat-7020	168	43	journal	journal	NOUN
easat-7020	168	44	of	of	ADP
easat-7020	168	45	science	science	NOUN
easat-7020	168	46	and	and	CCONJ
easat-7020	168	47	technology	technology	NOUN
easat-7020	168	48	,	,	PUNCT
easat-7020	168	49	vol	vol	NOUN
easat-7020	168	50	.	.	PROPN
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easat-7020	168	55	2	2	NUM
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easat-7020	168	57	pp	pp	ADJ
easat-7020	168	58	.	.	PUNCT
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easat-7020	169	2	,	,	PUNCT
easat-7020	169	3	2022	2022	NUM
easat-7020	169	4	.	.	PUNCT
easat-7020	170	1	https://doi.org/10.54097/ajst.v3i2.2100	https://doi.org/10.54097/ajst.v3i2.2100	NOUN
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easat-7020	171	2	15	15	X
easat-7020	171	3	]	]	X
easat-7020	171	4	y.	y.	PROPN
easat-7020	171	5	niu	niu	PROPN
easat-7020	171	6	,	,	PUNCT
easat-7020	171	7	c.	c.	PROPN
easat-7020	171	8	m.	m.	PROPN
easat-7020	171	9	yee	yee	PROPN
easat-7020	171	10	,	,	PUNCT
easat-7020	171	11	and	and	CCONJ
easat-7020	171	12	b.	b.	PROPN
easat-7020	171	13	c.	c.	PROPN
easat-7020	171	14	yin	yin	PROPN
easat-7020	171	15	-	-	PUNCT
easat-7020	171	16	fah	fah	PROPN
easat-7020	171	17	,	,	PUNCT
easat-7020	171	18	"	"	PUNCT
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easat-7020	171	20	analysis	analysis	NOUN
easat-7020	171	21	of	of	ADP
easat-7020	171	22	the	the	DET
easat-7020	171	23	influencing	influence	VERB
easat-7020	171	24	factors	factor	NOUN
easat-7020	171	25	of	of	ADP
easat-7020	171	26	homestay	homestay	PROPN
easat-7020	171	27	competitiveness	competitiveness	NOUN
easat-7020	171	28	in	in	ADP
easat-7020	171	29	rural	rural	ADJ
easat-7020	171	30	guangzhou	guangzhou	PROPN
easat-7020	171	31	,	,	PUNCT
easat-7020	171	32	china	china	PROPN
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easat-7020	171	34	"	"	PUNCT
easat-7020	171	35	journal	journal	NOUN
easat-7020	171	36	of	of	ADP
easat-7020	171	37	architectural	architectural	ADJ
easat-7020	171	38	research	research	NOUN
easat-7020	171	39	and	and	CCONJ
easat-7020	171	40	development	development	NOUN
easat-7020	171	41	,	,	PUNCT
easat-7020	171	42	vol	vol	NOUN
easat-7020	171	43	.	.	PROPN
easat-7020	171	44	7	7	NUM
easat-7020	171	45	,	,	PUNCT
easat-7020	171	46	no	no	INTJ
easat-7020	171	47	.	.	NOUN
easat-7020	171	48	2	2	NUM
easat-7020	171	49	,	,	PUNCT
easat-7020	171	50	pp	pp	ADJ
easat-7020	171	51	.	.	PUNCT
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easat-7020	172	2	,	,	PUNCT
easat-7020	172	3	2023	2023	NUM
easat-7020	172	4	.	.	PUNCT
easat-7020	173	1	https://doi.org/10.26689/jard.v7i2.4774	https://doi.org/10.26689/jard.v7i2.4774	VERB
easat-7020	174	1	https://doi.org/10.1287/mnsc.2020.3620	https://doi.org/10.1287/mnsc.2020.3620	PROPN
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