id	sid	tid	token	lemma	pos
futech-427	1	1	x.	x.	PROPN
futech-427	1	2	qian	qian	PROPN
futech-427	1	3	et	et	PROPN
futech-427	1	4	al	al	PROPN
futech-427	1	5	.	.	PROPN
futech-427	1	6	/future	/future	PUNCT
futech-427	1	7	technology	technology	PROPN
futech-427	1	8	november	november	PROPN
futech-427	1	9	2025|	2025|	NUM
futech-427	1	10	volume	volume	NOUN
futech-427	1	11	04	04	NUM
futech-427	2	1	|	|	ADV
futech-427	2	2	issue	issue	VERB
futech-427	2	3	04	04	NUM
futech-427	3	1	|	|	CCONJ
futech-427	3	2	pages	page	VERB
futech-427	3	3	33	33	NUM
futech-427	3	4	-	-	SYM
futech-427	3	5	42	42	NUM
futech-427	3	6	33	33	NUM
futech-427	3	7	article	article	NOUN
futech-427	3	8	multi	multi	ADJ
futech-427	3	9	-	-	ADJ
futech-427	3	10	agent	agent	ADJ
futech-427	3	11	reinforcement	reinforcement	NOUN
futech-427	3	12	learning	learning	NOUN
futech-427	3	13	for	for	ADP
futech-427	3	14	bai	bai	PROPN
futech-427	3	15	ethnic	ethnic	ADJ
futech-427	3	16	traditional	traditional	ADJ
futech-427	3	17	dwelling	dwelling	ADJ
futech-427	3	18	protection	protection	NOUN
futech-427	3	19	in	in	ADP
futech-427	3	20	dali	dali	PROPN
futech-427	3	21	:	:	PUNCT
futech-427	3	22	cultural	cultural	ADJ
futech-427	3	23	identity	identity	NOUN
futech-427	3	24	-	-	PUNCT
futech-427	3	25	oriented	orient	VERB
futech-427	3	26	community	community	NOUN
futech-427	3	27	relationship	relationship	NOUN
futech-427	3	28	optimization	optimization	NOUN
futech-427	3	29	and	and	CCONJ
futech-427	3	30	urbanization	urbanization	NOUN
futech-427	3	31	adaptation	adaptation	NOUN
futech-427	3	32	algorithm	algorithm	NOUN
futech-427	3	33	xiaohua	xiaohua	PROPN
futech-427	4	1	qian1,2	qian1,2	PROPN
futech-427	4	2	*	*	PROPN
futech-427	4	3	,	,	PUNCT
futech-427	4	4	neilson	neilson	PROPN
futech-427	4	5	ilan	ilan	PROPN
futech-427	4	6	mersat1	mersat1	PROPN
futech-427	4	7	,	,	PUNCT
futech-427	4	8	haslina	haslina	PROPN
futech-427	4	9	hashim1	hashim1	PROPN
futech-427	4	10	,	,	PUNCT
futech-427	4	11	bemen	bemen	PROPN
futech-427	4	12	wong	wong	PROPN
futech-427	4	13	win	win	PROPN
futech-427	4	14	keong1	keong1	PROPN
futech-427	4	15	1faculty	1faculty	NUM
futech-427	4	16	of	of	ADP
futech-427	4	17	social	social	ADJ
futech-427	4	18	sciences	science	NOUN
futech-427	4	19	and	and	CCONJ
futech-427	4	20	humanities	humanity	NOUN
futech-427	4	21	,	,	PUNCT
futech-427	4	22	universiti	universiti	PROPN
futech-427	4	23	malaysia	malaysia	PROPN
futech-427	4	24	sarawak	sarawak	PROPN
futech-427	4	25	,	,	PUNCT
futech-427	4	26	94300	94300	NUM
futech-427	4	27	kota	kota	NOUN
futech-427	4	28	samarahan	samarahan	NOUN
futech-427	4	29	,	,	PUNCT
futech-427	4	30	sarawak	sarawak	NOUN
futech-427	4	31	,	,	PUNCT
futech-427	4	32	malaysia	malaysia	PROPN
futech-427	4	33	2faculty	2faculty	NUM
futech-427	4	34	of	of	ADP
futech-427	4	35	art	art	NOUN
futech-427	4	36	and	and	CCONJ
futech-427	4	37	communication	communication	NOUN
futech-427	4	38	,	,	PUNCT
futech-427	4	39	kunming	kunming	PROPN
futech-427	4	40	university	university	PROPN
futech-427	4	41	of	of	ADP
futech-427	4	42	science	science	NOUN
futech-427	4	43	and	and	CCONJ
futech-427	4	44	technology	technology	NOUN
futech-427	4	45	,	,	PUNCT
futech-427	4	46	kunming	kunming	NOUN
futech-427	4	47	,	,	PUNCT
futech-427	4	48	650500	650500	NUM
futech-427	4	49	,	,	PUNCT
futech-427	4	50	china	china	PROPN
futech-427	4	51	a	a	DET
futech-427	4	52	r	r	NOUN
futech-427	4	53	t	t	NOUN
futech-427	5	1	i	i	PRON
futech-427	5	2	c	c	NOUN
futech-427	5	3	l	l	NOUN
futech-427	5	4	e	e	NOUN
futech-427	6	1	i	i	PRON
futech-427	6	2	n	n	VERB
futech-427	6	3	f	f	NOUN
futech-427	6	4	o	o	NOUN
futech-427	6	5	article	article	NOUN
futech-427	6	6	history	history	NOUN
futech-427	6	7	:	:	PUNCT
futech-427	6	8	received	receive	VERB
futech-427	6	9	30	30	NUM
futech-427	6	10	may	may	AUX
futech-427	6	11	2025	2025	NUM
futech-427	6	12	received	receive	VERB
futech-427	6	13	in	in	ADP
futech-427	6	14	revised	revise	VERB
futech-427	6	15	form	form	NOUN
futech-427	6	16	10	10	NUM
futech-427	6	17	july	july	PROPN
futech-427	6	18	2025	2025	NUM
futech-427	6	19	accepted	accept	VERB
futech-427	6	20	19	19	NUM
futech-427	6	21	july	july	PROPN
futech-427	6	22	2025	2025	NUM
futech-427	6	23	keywords	keyword	NOUN
futech-427	6	24	:	:	PUNCT
futech-427	6	25	multi	multi	ADJ
futech-427	6	26	-	-	ADJ
futech-427	6	27	agent	agent	ADJ
futech-427	6	28	reinforcement	reinforcement	NOUN
futech-427	6	29	learning	learning	NOUN
futech-427	6	30	,	,	PUNCT
futech-427	6	31	cultural	cultural	ADJ
futech-427	6	32	heritage	heritage	NOUN
futech-427	6	33	preservation	preservation	NOUN
futech-427	6	34	,	,	PUNCT
futech-427	6	35	cultural	cultural	ADJ
futech-427	6	36	identity	identity	NOUN
futech-427	6	37	,	,	PUNCT
futech-427	6	38	traditional	traditional	ADJ
futech-427	6	39	architecture	architecture	NOUN
futech-427	6	40	,	,	PUNCT
futech-427	6	41	stakeholder	stakeholder	NOUN
futech-427	6	42	coordination	coordination	NOUN
futech-427	6	43	*	*	PUNCT
futech-427	6	44	corresponding	correspond	VERB
futech-427	6	45	author	author	NOUN
futech-427	6	46	email	email	NOUN
futech-427	6	47	address	address	NOUN
futech-427	6	48	:	:	PUNCT
futech-427	7	1	qianxiaohua117@163.com	qianxiaohua117@163.com	X
futech-427	7	2	doi	doi	NOUN
futech-427	7	3	:	:	PUNCT
futech-427	7	4	10.55670	10.55670	NUM
futech-427	7	5	/	/	SYM
futech-427	7	6	fpll.futech.4.4.4	fpll.futech.4.4.4	NOUN
futech-427	7	7	a	a	DET
futech-427	7	8	b	b	PROPN
futech-427	7	9	s	s	ADP
futech-427	7	10	t	t	PROPN
futech-427	7	11	r	r	NOUN
futech-427	7	12	a	a	DET
futech-427	7	13	c	c	NOUN
futech-427	7	14	t	t	NOUN
futech-427	7	15	the	the	DET
futech-427	7	16	preservation	preservation	NOUN
futech-427	7	17	of	of	ADP
futech-427	7	18	residential	residential	ADJ
futech-427	7	19	architecture	architecture	NOUN
futech-427	7	20	from	from	ADP
futech-427	7	21	traditional	traditional	ADJ
futech-427	7	22	ethnic	ethnic	ADJ
futech-427	7	23	groups	group	NOUN
futech-427	7	24	has	have	AUX
futech-427	7	25	never	never	ADV
futech-427	7	26	faced	face	VERB
futech-427	7	27	the	the	DET
futech-427	7	28	types	type	NOUN
futech-427	7	29	of	of	ADP
futech-427	7	30	challenges	challenge	NOUN
futech-427	7	31	it	it	PRON
futech-427	7	32	does	do	VERB
futech-427	7	33	today	today	NOUN
futech-427	7	34	due	due	ADP
futech-427	7	35	to	to	ADP
futech-427	7	36	urbanization	urbanization	NOUN
futech-427	7	37	.	.	PUNCT
futech-427	8	1	these	these	DET
futech-427	8	2	challenges	challenge	NOUN
futech-427	8	3	include	include	VERB
futech-427	8	4	the	the	DET
futech-427	8	5	insufficient	insufficient	ADJ
futech-427	8	6	retention	retention	NOUN
futech-427	8	7	of	of	ADP
futech-427	8	8	landmarks	landmark	NOUN
futech-427	8	9	due	due	ADP
futech-427	8	10	to	to	ADP
futech-427	8	11	competing	compete	VERB
futech-427	8	12	stakeholder	stakeholder	NOUN
futech-427	8	13	interests	interest	NOUN
futech-427	8	14	,	,	PUNCT
futech-427	8	15	which	which	PRON
futech-427	8	16	often	often	ADV
futech-427	8	17	leads	lead	VERB
futech-427	8	18	to	to	ADP
futech-427	8	19	irreversible	irreversible	ADJ
futech-427	8	20	loss	loss	NOUN
futech-427	8	21	of	of	ADP
futech-427	8	22	cultural	cultural	ADJ
futech-427	8	23	heritage	heritage	NOUN
futech-427	8	24	.	.	PUNCT
futech-427	9	1	this	this	DET
futech-427	9	2	research	research	NOUN
futech-427	9	3	proposes	propose	VERB
futech-427	9	4	a	a	DET
futech-427	9	5	new	new	ADJ
futech-427	9	6	culturally	culturally	ADV
futech-427	9	7	identity	identity	NOUN
futech-427	9	8	-	-	PUNCT
futech-427	9	9	oriented	orient	VERB
futech-427	9	10	multi	multi	ADJ
futech-427	9	11	-	-	ADJ
futech-427	9	12	agent	agent	ADJ
futech-427	9	13	reinforcement	reinforcement	NOUN
futech-427	9	14	learning	learning	NOUN
futech-427	9	15	system	system	NOUN
futech-427	9	16	for	for	ADP
futech-427	9	17	the	the	DET
futech-427	9	18	protection	protection	NOUN
futech-427	9	19	of	of	ADP
futech-427	9	20	bai	bai	PROPN
futech-427	9	21	ethnic	ethnic	ADJ
futech-427	9	22	traditional	traditional	ADJ
futech-427	9	23	dwellings	dwelling	NOUN
futech-427	9	24	in	in	ADP
futech-427	9	25	dali	dali	PROPN
futech-427	9	26	,	,	PUNCT
futech-427	9	27	yunnan	yunnan	PROPN
futech-427	9	28	province	province	PROPN
futech-427	9	29	.	.	PUNCT
futech-427	10	1	the	the	DET
futech-427	10	2	research	research	NOUN
futech-427	10	3	combines	combine	VERB
futech-427	10	4	diverse	diverse	ADJ
futech-427	10	5	multisource	multisource	ADJ
futech-427	10	6	data	datum	NOUN
futech-427	10	7	collection	collection	NOUN
futech-427	10	8	approaches	approach	NOUN
futech-427	10	9	,	,	PUNCT
futech-427	10	10	including	include	VERB
futech-427	10	11	the	the	DET
futech-427	10	12	building	building	NOUN
futech-427	10	13	’s	’s	PART
futech-427	10	14	architecture	architecture	NOUN
futech-427	10	15	and	and	CCONJ
futech-427	10	16	culture	culture	NOUN
futech-427	10	17	,	,	PUNCT
futech-427	10	18	urbanization	urbanization	NOUN
futech-427	10	19	statistics	statistic	NOUN
futech-427	10	20	,	,	PUNCT
futech-427	10	21	and	and	CCONJ
futech-427	10	22	stakeholder	stakeholder	NOUN
futech-427	10	23	networks	network	NOUN
futech-427	10	24	,	,	PUNCT
futech-427	10	25	and	and	CCONJ
futech-427	10	26	develops	develop	VERB
futech-427	10	27	an	an	DET
futech-427	10	28	advanced	advanced	ADJ
futech-427	10	29	computational	computational	ADJ
futech-427	10	30	framework	framework	NOUN
futech-427	10	31	in	in	ADP
futech-427	10	32	which	which	PRON
futech-427	10	33	every	every	DET
futech-427	10	34	stakeholder	stakeholder	NOUN
futech-427	10	35	category	category	NOUN
futech-427	10	36	is	be	AUX
futech-427	10	37	embedded	embed	VERB
futech-427	10	38	as	as	ADP
futech-427	10	39	an	an	DET
futech-427	10	40	independent	independent	ADJ
futech-427	10	41	intelligent	intelligent	ADJ
futech-427	10	42	agent	agent	NOUN
futech-427	10	43	with	with	ADP
futech-427	10	44	specific	specific	ADJ
futech-427	10	45	behavioral	behavioral	ADJ
futech-427	10	46	patterns	pattern	NOUN
futech-427	10	47	and	and	CCONJ
futech-427	10	48	autonomous	autonomous	ADJ
futech-427	10	49	decision	decision	NOUN
futech-427	10	50	-	-	PUNCT
futech-427	10	51	making	making	NOUN
futech-427	10	52	skills	skill	NOUN
futech-427	10	53	.	.	PUNCT
futech-427	11	1	specialized	specialized	ADJ
futech-427	11	2	deep	deep	ADJ
futech-427	11	3	q	q	NOUN
futech-427	11	4	-	-	PUNCT
futech-427	11	5	networks	network	NOUN
futech-427	11	6	of	of	ADP
futech-427	11	7	enhanced	enhanced	ADJ
futech-427	11	8	q	q	ADJ
futech-427	11	9	-	-	PUNCT
futech-427	11	10	value	value	NOUN
futech-427	11	11	methods	method	NOUN
futech-427	11	12	that	that	PRON
futech-427	11	13	consider	consider	VERB
futech-427	11	14	cultural	cultural	ADJ
futech-427	11	15	identity	identity	NOUN
futech-427	11	16	loss	loss	NOUN
futech-427	11	17	in	in	ADP
futech-427	11	18	q	q	ADJ
futech-427	11	19	-	-	PUNCT
futech-427	11	20	value	value	NOUN
futech-427	11	21	calculus	calculus	NOUN
futech-427	11	22	through	through	ADP
futech-427	11	23	loss	loss	NOUN
futech-427	11	24	function	function	NOUN
futech-427	11	25	adjustments	adjustment	NOUN
futech-427	11	26	aimed	aim	VERB
futech-427	11	27	at	at	ADP
futech-427	11	28	balancing	balance	VERB
futech-427	11	29	cultural	cultural	ADJ
futech-427	11	30	preservation	preservation	NOUN
futech-427	11	31	and	and	CCONJ
futech-427	11	32	stakeholder	stakeholder	NOUN
futech-427	11	33	appeasement	appeasement	NOUN
futech-427	11	34	were	be	AUX
futech-427	11	35	employed	employ	VERB
futech-427	11	36	within	within	ADP
futech-427	11	37	the	the	DET
futech-427	11	38	framework	framework	NOUN
futech-427	11	39	.	.	PUNCT
futech-427	12	1	implementation	implementation	NOUN
futech-427	12	2	results	result	NOUN
futech-427	12	3	show	show	VERB
futech-427	12	4	performance	performance	NOUN
futech-427	12	5	with	with	ADP
futech-427	12	6	an	an	DET
futech-427	12	7	overall	overall	ADJ
futech-427	12	8	accuracy	accuracy	NOUN
futech-427	12	9	of	of	ADP
futech-427	12	10	89.3	89.3	NUM
futech-427	12	11	%	%	NOUN
futech-427	12	12	for	for	ADP
futech-427	12	13	implementation	implementation	NOUN
futech-427	12	14	and	and	CCONJ
futech-427	12	15	87.2	87.2	NUM
futech-427	12	16	%	%	NOUN
futech-427	12	17	for	for	ADP
futech-427	12	18	cultural	cultural	ADJ
futech-427	12	19	preservation	preservation	NOUN
futech-427	12	20	effectiveness	effectiveness	NOUN
futech-427	12	21	.	.	PUNCT
futech-427	13	1	conventional	conventional	ADJ
futech-427	13	2	approaches	approach	NOUN
futech-427	13	3	previously	previously	ADV
futech-427	13	4	achieved	achieve	VERB
futech-427	13	5	significantly	significantly	ADV
futech-427	13	6	lower	low	ADJ
futech-427	13	7	accuracy	accuracy	NOUN
futech-427	13	8	within	within	ADP
futech-427	13	9	these	these	DET
futech-427	13	10	parameters	parameter	NOUN
futech-427	13	11	,	,	PUNCT
futech-427	13	12	15	15	NUM
futech-427	13	13	-	-	SYM
futech-427	13	14	25	25	NUM
futech-427	13	15	percentage	percentage	NOUN
futech-427	13	16	points	point	NOUN
futech-427	13	17	.	.	PUNCT
futech-427	14	1	enhancements	enhancement	NOUN
futech-427	14	2	in	in	ADP
futech-427	14	3	cultural	cultural	ADJ
futech-427	14	4	identity	identity	NOUN
futech-427	14	5	increase	increase	NOUN
futech-427	14	6	from	from	ADP
futech-427	14	7	a	a	DET
futech-427	14	8	baseline	baseline	NOUN
futech-427	14	9	of	of	ADP
futech-427	14	10	58.3	58.3	NUM
futech-427	14	11	%	%	NOUN
futech-427	14	12	to	to	ADP
futech-427	14	13	optimized	optimize	VERB
futech-427	14	14	values	value	NOUN
futech-427	14	15	of	of	ADP
futech-427	14	16	91.2	91.2	NUM
futech-427	14	17	%	%	NOUN
futech-427	14	18	,	,	PUNCT
futech-427	14	19	while	while	SCONJ
futech-427	14	20	community	community	NOUN
futech-427	14	21	satisfaction	satisfaction	NOUN
futech-427	14	22	improves	improve	VERB
futech-427	14	23	from	from	ADP
futech-427	14	24	54.7	54.7	NUM
futech-427	14	25	%	%	NOUN
futech-427	14	26	to	to	ADP
futech-427	14	27	86.4	86.4	NUM
futech-427	14	28	%	%	NOUN
futech-427	14	29	.	.	PUNCT
futech-427	15	1	the	the	DET
futech-427	15	2	framework	framework	NOUN
futech-427	15	3	maintains	maintain	VERB
futech-427	15	4	coordination	coordination	NOUN
futech-427	15	5	indices	index	NOUN
futech-427	15	6	above	above	ADP
futech-427	15	7	85	85	NUM
futech-427	15	8	%	%	NOUN
futech-427	15	9	for	for	ADP
futech-427	15	10	all	all	DET
futech-427	15	11	stakeholder	stakeholder	NOUN
futech-427	15	12	groups	group	NOUN
futech-427	15	13	,	,	PUNCT
futech-427	15	14	showing	show	VERB
futech-427	15	15	scalability	scalability	NOUN
futech-427	15	16	with	with	ADP
futech-427	15	17	over	over	ADP
futech-427	15	18	85	85	NUM
futech-427	15	19	%	%	NOUN
futech-427	15	20	replication	replication	NOUN
futech-427	15	21	success	success	NOUN
futech-427	15	22	rates	rate	NOUN
futech-427	15	23	for	for	ADP
futech-427	15	24	populations	population	NOUN
futech-427	15	25	between	between	ADP
futech-427	15	26	5,000	5,000	NUM
futech-427	15	27	and	and	CCONJ
futech-427	15	28	50,000	50,000	NUM
futech-427	15	29	residents	resident	NOUN
futech-427	15	30	.	.	PUNCT
futech-427	16	1	this	this	PRON
futech-427	16	2	demonstrates	demonstrate	VERB
futech-427	16	3	theoretical	theoretical	ADJ
futech-427	16	4	and	and	CCONJ
futech-427	16	5	practical	practical	ADJ
futech-427	16	6	value	value	NOUN
futech-427	16	7	in	in	ADP
futech-427	16	8	the	the	DET
futech-427	16	9	use	use	NOUN
futech-427	16	10	of	of	ADP
futech-427	16	11	ai	ai	INTJ
futech-427	16	12	concerning	concern	VERB
futech-427	16	13	culturally	culturally	ADV
futech-427	16	14	aware	aware	ADJ
futech-427	16	15	heritage	heritage	NOUN
futech-427	16	16	preservation	preservation	NOUN
futech-427	16	17	.	.	PUNCT
futech-427	17	1	1	1	X
futech-427	17	2	.	.	X
futech-427	17	3	introduction	introduction	NOUN
futech-427	17	4	the	the	DET
futech-427	17	5	rapid	rapid	ADJ
futech-427	17	6	pace	pace	NOUN
futech-427	17	7	of	of	ADP
futech-427	17	8	urbanization	urbanization	NOUN
futech-427	17	9	,	,	PUNCT
futech-427	17	10	coupled	couple	VERB
futech-427	17	11	with	with	ADP
futech-427	17	12	competing	compete	VERB
futech-427	17	13	stakeholder	stakeholder	NOUN
futech-427	17	14	priorities	priority	NOUN
futech-427	17	15	,	,	PUNCT
futech-427	17	16	affects	affect	VERB
futech-427	17	17	approximately	approximately	ADV
futech-427	17	18	68	68	NUM
futech-427	17	19	%	%	NOUN
futech-427	17	20	of	of	ADP
futech-427	17	21	traditional	traditional	ADJ
futech-427	17	22	ethnic	ethnic	ADJ
futech-427	17	23	residential	residential	ADJ
futech-427	17	24	sites	site	NOUN
futech-427	17	25	in	in	ADP
futech-427	17	26	china	china	PROPN
futech-427	17	27	,	,	PUNCT
futech-427	17	28	often	often	ADV
futech-427	17	29	irreversibly	irreversibly	ADV
futech-427	17	30	damaging	damage	VERB
futech-427	17	31	cultural	cultural	ADJ
futech-427	17	32	heritage	heritage	NOUN
futech-427	17	33	.	.	PUNCT
futech-427	18	1	the	the	DET
futech-427	18	2	incorporation	incorporation	NOUN
futech-427	18	3	of	of	ADP
futech-427	18	4	ai	ai	VERB
futech-427	18	5	into	into	ADP
futech-427	18	6	contemporary	contemporary	PROPN
futech-427	18	7	urban	urban	PROPN
futech-427	18	8	development	development	PROPN
futech-427	18	9	to	to	PART
futech-427	18	10	address	address	VERB
futech-427	18	11	complex	complex	ADJ
futech-427	18	12	sustainability	sustainability	NOUN
futech-427	18	13	issues	issue	NOUN
futech-427	18	14	demonstrates	demonstrate	VERB
futech-427	18	15	the	the	DET
futech-427	18	16	usefulness	usefulness	NOUN
futech-427	18	17	of	of	ADP
futech-427	18	18	intelligent	intelligent	ADJ
futech-427	18	19	systems	system	NOUN
futech-427	18	20	in	in	ADP
futech-427	18	21	solving	solve	VERB
futech-427	18	22	deeply	deeply	ADV
futech-427	18	23	intertwined	intertwine	VERB
futech-427	18	24	urban	urban	ADJ
futech-427	18	25	planning	planning	NOUN
futech-427	18	26	problems	problem	NOUN
futech-427	18	27	[	[	X
futech-427	18	28	1	1	NUM
futech-427	18	29	]	]	PUNCT
futech-427	18	30	.	.	PUNCT
futech-427	19	1	however	however	ADV
futech-427	19	2	,	,	PUNCT
futech-427	19	3	the	the	DET
futech-427	19	4	interface	interface	NOUN
futech-427	19	5	between	between	ADP
futech-427	19	6	ai	ai	PROPN
futech-427	19	7	technologies	technology	NOUN
futech-427	19	8	and	and	CCONJ
futech-427	19	9	urbanism	urbanism	NOUN
futech-427	19	10	with	with	ADP
futech-427	19	11	cultural	cultural	ADJ
futech-427	19	12	heritage	heritage	NOUN
futech-427	19	13	remains	remain	VERB
futech-427	19	14	markedly	markedly	ADV
futech-427	19	15	under	under	ADV
futech-427	19	16	-	-	PUNCT
futech-427	19	17	researched	research	VERB
futech-427	19	18	.	.	PUNCT
futech-427	20	1	the	the	DET
futech-427	20	2	advent	advent	NOUN
futech-427	20	3	of	of	ADP
futech-427	20	4	ai	ai	PROPN
futech-427	20	5	technologies	technology	NOUN
futech-427	20	6	in	in	ADP
futech-427	20	7	post	post	ADJ
futech-427	20	8	-	-	ADJ
futech-427	20	9	smart	smart	ADJ
futech-427	20	10	cities	city	NOUN
futech-427	20	11	has	have	AUX
futech-427	20	12	brought	bring	VERB
futech-427	20	13	benevolent	benevolent	ADJ
futech-427	20	14	and	and	CCONJ
futech-427	20	15	malevolent	malevolent	ADJ
futech-427	20	16	intricacies	intricacy	NOUN
futech-427	20	17	to	to	ADP
futech-427	20	18	the	the	DET
futech-427	20	19	conservation	conservation	NOUN
futech-427	20	20	of	of	ADP
futech-427	20	21	heritage	heritage	NOUN
futech-427	20	22	sites	site	NOUN
futech-427	20	23	—	—	PUNCT
futech-427	20	24	a	a	DET
futech-427	20	25	crossroad	crossroad	NOUN
futech-427	20	26	that	that	PRON
futech-427	20	27	invites	invite	VERB
futech-427	20	28	criticism	criticism	NOUN
futech-427	20	29	for	for	ADP
futech-427	20	30	more	more	ADV
futech-427	20	31	nuanced	nuanced	ADJ
futech-427	20	32	approaches	approach	NOUN
futech-427	20	33	that	that	PRON
futech-427	20	34	center	center	NOUN
futech-427	20	35	on	on	ADP
futech-427	20	36	culture	culture	NOUN
futech-427	20	37	and	and	CCONJ
futech-427	20	38	community	community	NOUN
futech-427	21	1	[	[	X
futech-427	21	2	2	2	X
futech-427	21	3	]	]	PUNCT
futech-427	21	4	“	"	PUNCT
futech-427	21	5	between	between	ADP
futech-427	21	6	the	the	DET
futech-427	21	7	poles	pole	NOUN
futech-427	21	8	of	of	ADP
futech-427	21	9	the	the	DET
futech-427	21	10	universal	universal	NOUN
futech-427	21	11	and	and	CCONJ
futech-427	21	12	the	the	DET
futech-427	21	13	particular	particular	ADJ
futech-427	21	14	”	"	PUNCT
futech-427	21	15	(	(	PUNCT
futech-427	21	16	the	the	DET
futech-427	21	17	‘	'	PUNCT
futech-427	21	18	sensitive	sensitive	ADJ
futech-427	21	19	’	'	PUNCT
futech-427	21	20	side	side	NOUN
futech-427	21	21	)	)	PUNCT
futech-427	21	22	.	.	PUNCT
futech-427	22	1	conserving	conserve	VERB
futech-427	22	2	cultures	culture	NOUN
futech-427	22	3	that	that	PRON
futech-427	22	4	are	be	AUX
futech-427	22	5	heavily	heavily	ADV
futech-427	22	6	impacted	impact	VERB
futech-427	22	7	by	by	ADP
futech-427	22	8	rapid	rapid	ADJ
futech-427	22	9	urbanization	urbanization	NOUN
futech-427	22	10	and	and	CCONJ
futech-427	22	11	the	the	DET
futech-427	22	12	deterioration	deterioration	NOUN
futech-427	22	13	of	of	ADP
futech-427	22	14	authenticity	authenticity	NOUN
futech-427	22	15	in	in	ADP
futech-427	22	16	multimay	multimay	PROPN
futech-427	22	17	2025|	2025|	NUM
futech-427	22	18	volume	volume	NOUN
futech-427	22	19	01	01	NUM
futech-427	23	1	|	|	ADV
futech-427	23	2	issue	issue	NOUN
futech-427	23	3	01	01	NUM
futech-427	24	1	|	|	NOUN
futech-427	24	2	pages	page	NOUN
futech-427	24	3	0103	0103	NUM
futech-427	24	4	issn	issn	PROPN
futech-427	24	5	2832	2832	NUM
futech-427	24	6	-	-	SYM
futech-427	24	7	0379	0379	NUM
futech-427	24	8	open	open	ADJ
futech-427	24	9	access	access	NOUN
futech-427	24	10	journal	journal	PROPN
futech-427	24	11	journal	journal	PROPN
futech-427	24	12	homepage	homepage	NOUN
futech-427	24	13	:	:	PUNCT
futech-427	24	14	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-427	24	15	https://doi.org/10.55670/fpll.futech.0.0.0	https://doi.org/10.55670/fpll.futech.0.0.0	VERB
futech-427	24	16	future	future	ADJ
futech-427	24	17	technology	technology	PROPN
futech-427	24	18	november	november	PROPN
futech-427	24	19	2025|	2025|	NUM
futech-427	24	20	volume	volume	NOUN
futech-427	24	21	04	04	NUM
futech-427	25	1	|	|	ADV
futech-427	25	2	issue	issue	VERB
futech-427	25	3	04	04	NUM
futech-427	26	1	|	|	CCONJ
futech-427	26	2	pages	page	VERB
futech-427	26	3	33	33	NUM
futech-427	26	4	-	-	SYM
futech-427	26	5	42	42	NUM
futech-427	26	6	journal	journal	NOUN
futech-427	26	7	homepage	homepage	NOUN
futech-427	26	8	:	:	PUNCT
futech-427	26	9	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-427	26	10	https://doi.org/10.55670/fpll.futech.4.4.4	https://doi.org/10.55670/fpll.futech.4.4.4	X
futech-427	26	11	future	future	ADJ
futech-427	26	12	technology	technology	NOUN
futech-427	26	13	open	open	ADJ
futech-427	26	14	access	access	NOUN
futech-427	26	15	journal	journal	PROPN
futech-427	26	16	issn	issn	PROPN
futech-427	26	17	2832	2832	NUM
futech-427	26	18	-	-	SYM
futech-427	26	19	0379	0379	NUM
futech-427	26	20	mailto:qianxiaohua117@163.com	mailto:qianxiaohua117@163.com	PROPN
futech-427	26	21	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-427	26	22	https://doi.org/10.55670/fpll.futech.0.0.0	https://doi.org/10.55670/fpll.futech.0.0.0	VERB
futech-427	26	23	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-427	27	1	https://doi.org/10.55670/fpll.futech.4.4.4	https://doi.org/10.55670/fpll.futech.4.4.4	PROPN
futech-427	27	2	x.	x.	PROPN
futech-427	27	3	qian	qian	PROPN
futech-427	27	4	et	et	PROPN
futech-427	27	5	al	al	PROPN
futech-427	27	6	.	.	PROPN
futech-427	27	7	/future	/future	PUNCT
futech-427	27	8	technology	technology	PROPN
futech-427	27	9	november	november	PROPN
futech-427	27	10	2025|	2025|	NUM
futech-427	27	11	volume	volume	NOUN
futech-427	27	12	04	04	NUM
futech-427	28	1	|	|	ADV
futech-427	28	2	issue	issue	VERB
futech-427	28	3	04	04	NUM
futech-427	29	1	|	|	CCONJ
futech-427	29	2	pages	page	VERB
futech-427	29	3	33	33	NUM
futech-427	29	4	-	-	SYM
futech-427	29	5	42	42	NUM
futech-427	29	6	34	34	NUM
futech-427	29	7	stakeholder	stakeholder	NOUN
futech-427	29	8	actions	action	NOUN
futech-427	29	9	relies	rely	VERB
futech-427	29	10	heavily	heavily	ADV
futech-427	29	11	on	on	ADP
futech-427	29	12	policy	policy	NOUN
futech-427	29	13	instruments	instrument	NOUN
futech-427	29	14	such	such	ADJ
futech-427	29	15	as	as	ADP
futech-427	29	16	expert	expert	NOUN
futech-427	29	17	-	-	PUNCT
futech-427	29	18	driven	drive	VERB
futech-427	29	19	systems	system	NOUN
futech-427	29	20	and	and	CCONJ
futech-427	29	21	regulatory	regulatory	ADJ
futech-427	29	22	compliance	compliance	NOUN
futech-427	29	23	pathways	pathway	NOUN
futech-427	29	24	.	.	PUNCT
futech-427	30	1	traditional	traditional	ADJ
futech-427	30	2	heritage	heritage	NOUN
futech-427	30	3	preservation	preservation	NOUN
futech-427	30	4	approaches	approach	NOUN
futech-427	30	5	often	often	ADV
futech-427	30	6	fail	fail	VERB
futech-427	30	7	to	to	PART
futech-427	30	8	coordinate	coordinate	VERB
futech-427	30	9	conflicting	conflicting	ADJ
futech-427	30	10	stakeholder	stakeholder	NOUN
futech-427	30	11	interests	interest	NOUN
futech-427	30	12	,	,	PUNCT
futech-427	30	13	resulting	result	VERB
futech-427	30	14	in	in	ADP
futech-427	30	15	45	45	NUM
futech-427	30	16	-	-	SYM
futech-427	30	17	60	60	NUM
futech-427	30	18	%	%	NOUN
futech-427	30	19	of	of	ADP
futech-427	30	20	sites	site	NOUN
futech-427	30	21	experiencing	experience	VERB
futech-427	30	22	a	a	DET
futech-427	30	23	loss	loss	NOUN
futech-427	30	24	of	of	ADP
futech-427	30	25	cultural	cultural	ADJ
futech-427	30	26	authenticity	authenticity	NOUN
futech-427	30	27	during	during	ADP
futech-427	30	28	urbanization	urbanization	NOUN
futech-427	30	29	.	.	PUNCT
futech-427	31	1	current	current	ADJ
futech-427	31	2	frameworks	framework	NOUN
futech-427	31	3	lack	lack	VERB
futech-427	31	4	adaptive	adaptive	ADJ
futech-427	31	5	mechanisms	mechanism	NOUN
futech-427	31	6	for	for	ADP
futech-427	31	7	balancing	balance	VERB
futech-427	31	8	development	development	NOUN
futech-427	31	9	pressures	pressure	NOUN
futech-427	31	10	with	with	ADP
futech-427	31	11	preservation	preservation	NOUN
futech-427	31	12	needs	need	NOUN
futech-427	31	13	,	,	PUNCT
futech-427	31	14	particularly	particularly	ADV
futech-427	31	15	in	in	ADP
futech-427	31	16	ethnic	ethnic	ADJ
futech-427	31	17	minority	minority	NOUN
futech-427	31	18	regions	region	NOUN
futech-427	31	19	where	where	SCONJ
futech-427	31	20	decision	decision	NOUN
futech-427	31	21	-	-	PUNCT
futech-427	31	22	making	make	VERB
futech-427	31	23	systems	system	NOUN
futech-427	31	24	can	can	AUX
futech-427	31	25	not	not	PART
futech-427	31	26	match	match	VERB
futech-427	31	27	rapid	rapid	ADJ
futech-427	31	28	urban	urban	ADJ
futech-427	31	29	transformation	transformation	NOUN
futech-427	31	30	rates	rate	NOUN
futech-427	31	31	.	.	PUNCT
futech-427	32	1	highly	highly	ADV
futech-427	32	2	dynamic	dynamic	ADJ
futech-427	32	3	environments	environment	NOUN
futech-427	32	4	with	with	ADP
futech-427	32	5	many	many	ADJ
futech-427	32	6	self	self	NOUN
futech-427	32	7	-	-	PUNCT
futech-427	32	8	sufficient	sufficient	ADJ
futech-427	32	9	decision	decision	NOUN
futech-427	32	10	-	-	PUNCT
futech-427	32	11	making	make	VERB
futech-427	32	12	agents	agent	NOUN
futech-427	32	13	,	,	PUNCT
futech-427	32	14	each	each	PRON
futech-427	32	15	with	with	ADP
futech-427	32	16	their	their	PRON
futech-427	32	17	own	own	ADJ
futech-427	32	18	goals	goal	NOUN
futech-427	32	19	,	,	PUNCT
futech-427	32	20	have	have	VERB
futech-427	32	21	potentially	potentially	ADV
futech-427	32	22	conflicting	conflicting	ADJ
futech-427	32	23	objectives	objective	NOUN
futech-427	32	24	,	,	PUNCT
futech-427	32	25	which	which	PRON
futech-427	32	26	multi	multi	ADJ
futech-427	32	27	-	-	ADJ
futech-427	32	28	agent	agent	ADJ
futech-427	32	29	reinforcement	reinforcement	NOUN
futech-427	32	30	learning	learning	NOUN
futech-427	32	31	deals	deal	NOUN
futech-427	32	32	with	with	ADP
futech-427	32	33	as	as	ADP
futech-427	32	34	an	an	DET
futech-427	32	35	advanced	advanced	ADJ
futech-427	32	36	paradigm	paradigm	NOUN
futech-427	32	37	.	.	PUNCT
futech-427	33	1	recent	recent	ADJ
futech-427	33	2	advances	advance	NOUN
futech-427	33	3	in	in	ADP
futech-427	33	4	deep	deep	ADJ
futech-427	33	5	multi	multi	ADJ
futech-427	33	6	-	-	ADJ
futech-427	33	7	agent	agent	ADJ
futech-427	33	8	reinforcement	reinforcement	NOUN
futech-427	33	9	learning	learning	NOUN
futech-427	33	10	demonstrate	demonstrate	VERB
futech-427	33	11	its	its	PRON
futech-427	33	12	capability	capability	NOUN
futech-427	33	13	in	in	ADP
futech-427	33	14	managing	manage	VERB
futech-427	33	15	complex	complex	ADJ
futech-427	33	16	systems	system	NOUN
futech-427	33	17	involving	involve	VERB
futech-427	33	18	cooperation	cooperation	NOUN
futech-427	33	19	and	and	CCONJ
futech-427	33	20	coordination	coordination	NOUN
futech-427	33	21	of	of	ADP
futech-427	33	22	heterogeneous	heterogeneous	ADJ
futech-427	33	23	agents	agent	NOUN
futech-427	33	24	[	[	X
futech-427	33	25	3	3	NUM
futech-427	33	26	]	]	PUNCT
futech-427	33	27	.	.	PUNCT
futech-427	34	1	structural	structural	ADJ
futech-427	34	2	frameworks	framework	NOUN
futech-427	34	3	demonstrate	demonstrate	VERB
futech-427	34	4	that	that	SCONJ
futech-427	34	5	multi	multi	ADJ
futech-427	34	6	-	-	ADJ
futech-427	34	7	agent	agent	ADJ
futech-427	34	8	deep	deep	ADJ
futech-427	34	9	reinforcement	reinforcement	NOUN
futech-427	34	10	learning	learning	NOUN
futech-427	34	11	techniques	technique	NOUN
futech-427	34	12	are	be	AUX
futech-427	34	13	successfully	successfully	ADV
futech-427	34	14	applied	apply	VERB
futech-427	34	15	to	to	ADP
futech-427	34	16	situations	situation	NOUN
futech-427	34	17	that	that	PRON
futech-427	34	18	require	require	VERB
futech-427	34	19	advanced	advanced	ADJ
futech-427	34	20	coordination	coordination	NOUN
futech-427	34	21	between	between	ADP
futech-427	34	22	diverse	diverse	ADJ
futech-427	34	23	constituents	constituent	NOUN
futech-427	34	24	[	[	X
futech-427	34	25	4	4	NUM
futech-427	34	26	]	]	PUNCT
futech-427	34	27	.	.	PUNCT
futech-427	35	1	the	the	DET
futech-427	35	2	systematic	systematic	ADJ
futech-427	35	3	analysis	analysis	NOUN
futech-427	35	4	of	of	ADP
futech-427	35	5	digital	digital	ADJ
futech-427	35	6	technologies	technology	NOUN
futech-427	35	7	'	'	PART
futech-427	35	8	application	application	NOUN
futech-427	35	9	in	in	ADP
futech-427	35	10	cultural	cultural	ADJ
futech-427	35	11	heritage	heritage	NOUN
futech-427	35	12	conservation	conservation	NOUN
futech-427	35	13	identifies	identify	VERB
futech-427	35	14	multiple	multiple	ADJ
futech-427	35	15	computational	computational	ADJ
futech-427	35	16	approaches	approach	NOUN
futech-427	35	17	for	for	ADP
futech-427	35	18	protection	protection	NOUN
futech-427	35	19	,	,	PUNCT
futech-427	35	20	documentation	documentation	NOUN
futech-427	35	21	,	,	PUNCT
futech-427	35	22	and	and	CCONJ
futech-427	35	23	management	management	NOUN
futech-427	35	24	,	,	PUNCT
futech-427	35	25	indicating	indicate	VERB
futech-427	35	26	increased	increase	VERB
futech-427	35	27	recognition	recognition	NOUN
futech-427	35	28	of	of	ADP
futech-427	35	29	technological	technological	ADJ
futech-427	35	30	transformation	transformation	NOUN
futech-427	35	31	in	in	ADP
futech-427	35	32	heritage	heritage	NOUN
futech-427	35	33	preservation	preservation	NOUN
futech-427	35	34	[	[	X
futech-427	35	35	5	5	NUM
futech-427	35	36	]	]	PUNCT
futech-427	35	37	.	.	PUNCT
futech-427	36	1	these	these	DET
futech-427	36	2	innovations	innovation	NOUN
futech-427	36	3	challenge	challenge	VERB
futech-427	36	4	the	the	DET
futech-427	36	5	complex	complex	ADJ
futech-427	36	6	problem	problem	NOUN
futech-427	36	7	of	of	ADP
futech-427	36	8	the	the	DET
futech-427	36	9	integration	integration	NOUN
futech-427	36	10	of	of	ADP
futech-427	36	11	varying	vary	VERB
futech-427	36	12	sociocultural	sociocultural	ADJ
futech-427	36	13	priorities	priority	NOUN
futech-427	36	14	with	with	ADP
futech-427	36	15	the	the	DET
futech-427	36	16	preservation	preservation	NOUN
futech-427	36	17	of	of	ADP
futech-427	36	18	historical	historical	ADJ
futech-427	36	19	values	value	NOUN
futech-427	36	20	and	and	CCONJ
futech-427	36	21	therefore	therefore	ADV
futech-427	36	22	provide	provide	VERB
futech-427	36	23	strong	strong	ADJ
futech-427	36	24	arguments	argument	NOUN
futech-427	36	25	supporting	support	VERB
futech-427	36	26	heritage	heritage	NOUN
futech-427	36	27	cultural	cultural	ADJ
futech-427	36	28	technology	technology	NOUN
futech-427	36	29	.	.	PUNCT
futech-427	37	1	artificial	artificial	ADJ
futech-427	37	2	intelligence	intelligence	NOUN
futech-427	37	3	techniques	technique	NOUN
futech-427	37	4	have	have	AUX
futech-427	37	5	achieved	achieve	VERB
futech-427	37	6	accuracy	accuracy	NOUN
futech-427	37	7	rates	rate	NOUN
futech-427	37	8	of	of	ADP
futech-427	37	9	70	70	NUM
futech-427	37	10	-	-	SYM
futech-427	37	11	85	85	NUM
futech-427	37	12	%	%	NOUN
futech-427	37	13	in	in	ADP
futech-427	37	14	preserving	preserve	VERB
futech-427	37	15	intangible	intangible	ADJ
futech-427	37	16	cultural	cultural	ADJ
futech-427	37	17	heritage	heritage	NOUN
futech-427	37	18	[	[	X
futech-427	37	19	6	6	NUM
futech-427	37	20	]	]	PUNCT
futech-427	37	21	,	,	PUNCT
futech-427	37	22	with	with	ADP
futech-427	37	23	virtual	virtual	ADJ
futech-427	37	24	reality	reality	NOUN
futech-427	37	25	and	and	CCONJ
futech-427	37	26	multi	multi	ADJ
futech-427	37	27	-	-	ADJ
futech-427	37	28	agent	agent	ADJ
futech-427	37	29	algorithms	algorithm	NOUN
futech-427	37	30	providing	provide	VERB
futech-427	37	31	multifunctional	multifunctional	ADJ
futech-427	37	32	conservation	conservation	NOUN
futech-427	37	33	frameworks	framework	NOUN
futech-427	37	34	[	[	X
futech-427	37	35	7	7	NUM
futech-427	37	36	-	-	SYM
futech-427	37	37	10	10	NUM
futech-427	37	38	]	]	PUNCT
futech-427	37	39	.	.	PUNCT
futech-427	38	1	while	while	SCONJ
futech-427	38	2	machine	machine	NOUN
futech-427	38	3	learning	learning	NOUN
futech-427	38	4	enables	enable	VERB
futech-427	38	5	spatial	spatial	ADJ
futech-427	38	6	analysis	analysis	NOUN
futech-427	38	7	and	and	CCONJ
futech-427	38	8	sustainable	sustainable	ADJ
futech-427	38	9	urban	urban	ADJ
futech-427	38	10	development	development	NOUN
futech-427	38	11	[	[	X
futech-427	38	12	11	11	NUM
futech-427	38	13	,	,	PUNCT
futech-427	38	14	12	12	NUM
futech-427	38	15	]	]	PUNCT
futech-427	38	16	,	,	PUNCT
futech-427	38	17	current	current	ADJ
futech-427	38	18	applications	application	NOUN
futech-427	38	19	remain	remain	VERB
futech-427	38	20	limited	limited	ADJ
futech-427	38	21	.	.	PUNCT
futech-427	39	1	bibliometric	bibliometric	ADJ
futech-427	39	2	analyses	analysis	NOUN
futech-427	39	3	indicate	indicate	VERB
futech-427	39	4	that	that	SCONJ
futech-427	39	5	existing	exist	VERB
futech-427	39	6	approaches	approach	NOUN
futech-427	39	7	prioritize	prioritize	VERB
futech-427	39	8	technological	technological	ADJ
futech-427	39	9	documentation	documentation	NOUN
futech-427	39	10	over	over	ADP
futech-427	39	11	active	active	ADJ
futech-427	39	12	management	management	NOUN
futech-427	39	13	[	[	X
futech-427	39	14	13	13	NUM
futech-427	39	15	,	,	PUNCT
futech-427	39	16	14	14	NUM
futech-427	39	17	]	]	PUNCT
futech-427	39	18	,	,	PUNCT
futech-427	39	19	and	and	CCONJ
futech-427	39	20	despite	despite	SCONJ
futech-427	39	21	potential	potential	ADJ
futech-427	39	22	intersections	intersection	NOUN
futech-427	39	23	between	between	ADP
futech-427	39	24	machine	machine	NOUN
futech-427	39	25	learning	learning	NOUN
futech-427	39	26	and	and	CCONJ
futech-427	39	27	big	big	ADJ
futech-427	39	28	data	datum	NOUN
futech-427	39	29	[	[	X
futech-427	39	30	15	15	NUM
futech-427	39	31	]	]	PUNCT
futech-427	39	32	,	,	PUNCT
futech-427	39	33	these	these	DET
futech-427	39	34	technologies	technology	NOUN
futech-427	39	35	inadequately	inadequately	ADV
futech-427	39	36	integrate	integrate	VERB
futech-427	39	37	cultural	cultural	ADJ
futech-427	39	38	preservation	preservation	NOUN
futech-427	39	39	objectives	objective	NOUN
futech-427	39	40	within	within	ADP
futech-427	39	41	urban	urban	ADJ
futech-427	39	42	planning	planning	NOUN
futech-427	39	43	contexts	context	NOUN
futech-427	40	1	[	[	X
futech-427	40	2	16	16	NUM
futech-427	40	3	]	]	PUNCT
futech-427	40	4	.	.	PUNCT
futech-427	41	1	existing	exist	VERB
futech-427	41	2	preservation	preservation	NOUN
futech-427	41	3	frameworks	framework	NOUN
futech-427	41	4	reveal	reveal	VERB
futech-427	41	5	substantial	substantial	ADJ
futech-427	41	6	limitations	limitation	NOUN
futech-427	41	7	across	across	ADP
futech-427	41	8	stakeholder	stakeholder	NOUN
futech-427	41	9	coordination	coordination	NOUN
futech-427	41	10	,	,	PUNCT
futech-427	41	11	achieving	achieve	VERB
futech-427	41	12	merely	merely	ADV
futech-427	41	13	52	52	NUM
futech-427	41	14	-	-	SYM
futech-427	41	15	65	65	NUM
futech-427	41	16	%	%	NOUN
futech-427	41	17	success	success	NOUN
futech-427	41	18	rates	rate	NOUN
futech-427	41	19	with	with	ADP
futech-427	41	20	developer	developer	NOUN
futech-427	41	21	-	-	PUNCT
futech-427	41	22	resident	resident	ADJ
futech-427	41	23	alignment	alignment	NOUN
futech-427	41	24	below	below	ADP
futech-427	41	25	50	50	NUM
futech-427	41	26	%	%	NOUN
futech-427	41	27	.	.	PUNCT
futech-427	42	1	the	the	DET
futech-427	42	2	absence	absence	NOUN
futech-427	42	3	of	of	ADP
futech-427	42	4	cultural	cultural	ADJ
futech-427	42	5	identity	identity	NOUN
futech-427	42	6	quantification	quantification	NOUN
futech-427	42	7	in	in	ADP
futech-427	42	8	87	87	NUM
futech-427	42	9	%	%	NOUN
futech-427	42	10	of	of	ADP
futech-427	42	11	current	current	ADJ
futech-427	42	12	algorithms	algorithm	NOUN
futech-427	42	13	produces	produce	VERB
futech-427	42	14	culturally	culturally	ADV
futech-427	42	15	detached	detach	VERB
futech-427	42	16	outcomes	outcome	NOUN
futech-427	42	17	,	,	PUNCT
futech-427	42	18	while	while	SCONJ
futech-427	42	19	static	static	ADJ
futech-427	42	20	architectures	architecture	NOUN
futech-427	42	21	experience	experience	VERB
futech-427	42	22	a	a	DET
futech-427	42	23	40	40	NUM
futech-427	42	24	-	-	SYM
futech-427	42	25	55	55	NUM
futech-427	42	26	%	%	NOUN
futech-427	42	27	performance	performance	NOUN
futech-427	42	28	decline	decline	NOUN
futech-427	42	29	under	under	ADP
futech-427	42	30	intensified	intensified	ADJ
futech-427	42	31	urbanization	urbanization	NOUN
futech-427	42	32	.	.	PUNCT
futech-427	43	1	despite	despite	SCONJ
futech-427	43	2	advances	advance	NOUN
futech-427	43	3	in	in	ADP
futech-427	43	4	deep	deep	ADJ
futech-427	43	5	learning	learning	NOUN
futech-427	43	6	architectures	architecture	NOUN
futech-427	43	7	for	for	ADP
futech-427	43	8	complex	complex	ADJ
futech-427	43	9	pattern	pattern	NOUN
futech-427	43	10	recognition	recognition	NOUN
futech-427	43	11	[	[	X
futech-427	43	12	17	17	NUM
futech-427	43	13	]	]	PUNCT
futech-427	43	14	,	,	PUNCT
futech-427	43	15	these	these	DET
futech-427	43	16	approaches	approach	VERB
futech-427	43	17	inadequately	inadequately	ADV
futech-427	43	18	address	address	VERB
futech-427	43	19	cultural	cultural	ADJ
futech-427	43	20	identity	identity	NOUN
futech-427	43	21	integration	integration	NOUN
futech-427	43	22	within	within	ADP
futech-427	43	23	multi	multi	ADJ
futech-427	43	24	-	-	ADJ
futech-427	43	25	stakeholder	stakeholder	ADJ
futech-427	43	26	contexts	context	NOUN
futech-427	43	27	.	.	PUNCT
futech-427	44	1	applications	application	NOUN
futech-427	44	2	of	of	ADP
futech-427	44	3	multi	multi	ADJ
futech-427	44	4	-	-	ADJ
futech-427	44	5	agent	agent	ADJ
futech-427	44	6	reinforcement	reinforcement	NOUN
futech-427	44	7	learning	learning	NOUN
futech-427	44	8	in	in	ADP
futech-427	44	9	industrial	industrial	ADJ
futech-427	44	10	settings	setting	NOUN
futech-427	44	11	show	show	VERB
futech-427	44	12	significant	significant	ADJ
futech-427	44	13	adaptability	adaptability	NOUN
futech-427	44	14	[	[	X
futech-427	44	15	18	18	NUM
futech-427	44	16	]	]	X
futech-427	44	17	;	;	PUNCT
futech-427	44	18	however	however	ADV
futech-427	44	19	,	,	PUNCT
futech-427	44	20	its	its	PRON
futech-427	44	21	use	use	NOUN
futech-427	44	22	in	in	ADP
futech-427	44	23	the	the	DET
futech-427	44	24	preservation	preservation	NOUN
futech-427	44	25	of	of	ADP
futech-427	44	26	cultural	cultural	ADJ
futech-427	44	27	heritage	heritage	NOUN
futech-427	44	28	is	be	AUX
futech-427	44	29	still	still	ADV
futech-427	44	30	notably	notably	ADV
futech-427	44	31	under	under	ADV
futech-427	44	32	-	-	PUNCT
futech-427	44	33	researched	research	VERB
futech-427	44	34	.	.	PUNCT
futech-427	45	1	stated	state	VERB
futech-427	45	2	differently	differently	ADV
futech-427	45	3	,	,	PUNCT
futech-427	45	4	traditional	traditional	ADJ
futech-427	45	5	methods	method	NOUN
futech-427	45	6	of	of	ADP
futech-427	45	7	preservation	preservation	NOUN
futech-427	45	8	do	do	AUX
futech-427	45	9	not	not	PART
futech-427	45	10	offer	offer	VERB
futech-427	45	11	systematic	systematic	ADJ
futech-427	45	12	rationales	rationale	NOUN
futech-427	45	13	that	that	PRON
futech-427	45	14	integrate	integrate	VERB
futech-427	45	15	stakeholders	stakeholder	NOUN
futech-427	45	16	with	with	ADP
futech-427	45	17	competing	compete	VERB
futech-427	45	18	interests	interest	NOUN
futech-427	45	19	and	and	CCONJ
futech-427	45	20	sustain	sustain	VERB
futech-427	45	21	the	the	DET
futech-427	45	22	cultural	cultural	ADJ
futech-427	45	23	integrity	integrity	NOUN
futech-427	45	24	of	of	ADP
futech-427	45	25	the	the	DET
futech-427	45	26	region	region	NOUN
futech-427	45	27	.	.	PUNCT
futech-427	46	1	in	in	ADP
futech-427	46	2	framework	framework	NOUN
futech-427	46	3	design	design	NOUN
futech-427	46	4	approaches	approach	NOUN
futech-427	46	5	,	,	PUNCT
futech-427	46	6	identity	identity	NOUN
futech-427	46	7	and	and	CCONJ
futech-427	46	8	culture	culture	NOUN
futech-427	46	9	have	have	VERB
futech-427	46	10	yet	yet	ADV
futech-427	46	11	to	to	PART
futech-427	46	12	be	be	AUX
futech-427	46	13	adequately	adequately	ADV
futech-427	46	14	addressed	address	VERB
futech-427	46	15	within	within	ADP
futech-427	46	16	a	a	DET
futech-427	46	17	dominant	dominant	ADJ
futech-427	46	18	organizing	organizing	NOUN
futech-427	46	19	paradigm	paradigm	NOUN
futech-427	46	20	;	;	PUNCT
futech-427	46	21	therefore	therefore	ADV
futech-427	46	22	,	,	PUNCT
futech-427	46	23	many	many	ADJ
futech-427	46	24	frameworks	framework	NOUN
futech-427	46	25	remain	remain	VERB
futech-427	46	26	ineffective	ineffective	ADJ
futech-427	46	27	in	in	ADP
futech-427	46	28	culturally	culturally	ADV
futech-427	46	29	sensitive	sensitive	ADJ
futech-427	46	30	environments	environment	NOUN
futech-427	46	31	where	where	SCONJ
futech-427	46	32	the	the	DET
futech-427	46	33	community	community	NOUN
futech-427	46	34	,	,	PUNCT
futech-427	46	35	culture	culture	NOUN
futech-427	46	36	,	,	PUNCT
futech-427	46	37	and	and	CCONJ
futech-427	46	38	their	their	PRON
futech-427	46	39	relationship	relationship	NOUN
futech-427	46	40	sustain	sustain	VERB
futech-427	46	41	fluid	fluid	ADJ
futech-427	46	42	continuity	continuity	NOUN
futech-427	46	43	.	.	PUNCT
futech-427	47	1	this	this	DET
futech-427	47	2	research	research	NOUN
futech-427	47	3	addresses	address	VERB
futech-427	47	4	these	these	DET
futech-427	47	5	gaps	gap	NOUN
futech-427	47	6	through	through	ADP
futech-427	47	7	a	a	DET
futech-427	47	8	multi	multi	ADJ
futech-427	47	9	-	-	ADJ
futech-427	47	10	agent	agent	ADJ
futech-427	47	11	reinforcement	reinforcement	NOUN
futech-427	47	12	learning	learning	NOUN
futech-427	47	13	framework	framework	NOUN
futech-427	47	14	that	that	PRON
futech-427	47	15	quantifies	quantify	VERB
futech-427	47	16	intangible	intangible	ADJ
futech-427	47	17	cultural	cultural	ADJ
futech-427	47	18	values	value	NOUN
futech-427	47	19	as	as	ADP
futech-427	47	20	computational	computational	ADJ
futech-427	47	21	parameters	parameter	NOUN
futech-427	47	22	with	with	ADP
futech-427	47	23	89	89	NUM
futech-427	47	24	%	%	NOUN
futech-427	47	25	validation	validation	NOUN
futech-427	47	26	accuracy	accuracy	NOUN
futech-427	47	27	.	.	PUNCT
futech-427	48	1	the	the	DET
futech-427	48	2	framework	framework	NOUN
futech-427	48	3	embeds	embed	VERB
futech-427	48	4	cultural	cultural	ADJ
futech-427	48	5	identity	identity	NOUN
futech-427	48	6	factors	factor	NOUN
futech-427	48	7	within	within	ADP
futech-427	48	8	preservation	preservation	NOUN
futech-427	48	9	decision	decision	NOUN
futech-427	48	10	-	-	PUNCT
futech-427	48	11	making	making	NOUN
futech-427	48	12	to	to	PART
futech-427	48	13	achieve	achieve	VERB
futech-427	48	14	80	80	NUM
futech-427	48	15	-	-	SYM
futech-427	48	16	92	92	NUM
futech-427	48	17	%	%	NOUN
futech-427	48	18	stakeholder	stakeholder	NOUN
futech-427	48	19	coordination	coordination	NOUN
futech-427	48	20	,	,	PUNCT
futech-427	48	21	while	while	SCONJ
futech-427	48	22	adaptive	adaptive	ADJ
futech-427	48	23	q	q	ADJ
futech-427	48	24	-	-	PUNCT
futech-427	48	25	learning	learn	VERB
futech-427	48	26	mechanisms	mechanism	NOUN
futech-427	48	27	maintain	maintain	VERB
futech-427	48	28	85	85	NUM
futech-427	48	29	%	%	NOUN
futech-427	48	30	effectiveness	effectiveness	NOUN
futech-427	48	31	under	under	ADP
futech-427	48	32	variable	variable	ADJ
futech-427	48	33	urbanization	urbanization	NOUN
futech-427	48	34	conditions	condition	NOUN
futech-427	48	35	.	.	PUNCT
futech-427	49	1	with	with	ADP
futech-427	49	2	validated	validate	VERB
futech-427	49	3	scalability	scalability	NOUN
futech-427	49	4	across	across	ADP
futech-427	49	5	populations	population	NOUN
futech-427	49	6	of	of	ADP
futech-427	49	7	5,000	5,000	NUM
futech-427	49	8	-	-	PUNCT
futech-427	49	9	50,000	50,000	NUM
futech-427	49	10	residents	resident	NOUN
futech-427	49	11	and	and	CCONJ
futech-427	49	12	integration	integration	NOUN
futech-427	49	13	pathways	pathway	NOUN
futech-427	49	14	for	for	ADP
futech-427	49	15	government	government	NOUN
futech-427	49	16	heritage	heritage	NOUN
futech-427	49	17	systems	system	NOUN
futech-427	49	18	,	,	PUNCT
futech-427	49	19	this	this	DET
futech-427	49	20	approach	approach	NOUN
futech-427	49	21	bridges	bridge	VERB
futech-427	49	22	technological	technological	ADJ
futech-427	49	23	innovation	innovation	NOUN
futech-427	49	24	with	with	ADP
futech-427	49	25	cultural	cultural	ADJ
futech-427	49	26	preservation	preservation	NOUN
futech-427	49	27	imperatives	imperative	NOUN
futech-427	49	28	in	in	ADP
futech-427	49	29	urban	urban	ADJ
futech-427	49	30	development	development	NOUN
futech-427	49	31	contexts	contexts	NOUN
futech-427	49	32	.	.	PUNCT
futech-427	50	1	2	2	X
futech-427	50	2	.	.	X
futech-427	50	3	data	datum	NOUN
futech-427	50	4	and	and	CCONJ
futech-427	50	5	methods	method	NOUN
futech-427	50	6	2.1	2.1	NUM
futech-427	50	7	study	study	NOUN
futech-427	50	8	area	area	NOUN
futech-427	50	9	and	and	CCONJ
futech-427	50	10	multi	multi	ADJ
futech-427	50	11	-	-	ADJ
futech-427	50	12	source	source	NOUN
futech-427	50	13	data	data	NOUN
futech-427	50	14	collection	collection	NOUN
futech-427	50	15	this	this	DET
futech-427	50	16	research	research	NOUN
futech-427	50	17	analyzes	analyze	VERB
futech-427	50	18	the	the	DET
futech-427	50	19	dali	dali	PROPN
futech-427	50	20	bai	bai	PROPN
futech-427	50	21	ethnic	ethnic	ADJ
futech-427	50	22	residential	residential	ADJ
futech-427	50	23	architecture	architecture	NOUN
futech-427	50	24	preservation	preservation	NOUN
futech-427	50	25	areas	area	NOUN
futech-427	50	26	in	in	ADP
futech-427	50	27	yunnan	yunnan	PROPN
futech-427	50	28	province	province	PROPN
futech-427	50	29	,	,	PUNCT
futech-427	50	30	china	china	PROPN
futech-427	50	31	,	,	PUNCT
futech-427	50	32	which	which	PRON
futech-427	50	33	contain	contain	VERB
futech-427	50	34	traditional	traditional	ADJ
futech-427	50	35	courtyards	courtyard	NOUN
futech-427	50	36	alongside	alongside	ADP
futech-427	50	37	other	other	ADJ
futech-427	50	38	structures	structure	NOUN
futech-427	50	39	representative	representative	NOUN
futech-427	50	40	of	of	ADP
futech-427	50	41	important	important	ADJ
futech-427	50	42	cultural	cultural	ADJ
futech-427	50	43	heritage	heritage	NOUN
futech-427	50	44	,	,	PUNCT
futech-427	50	45	distinguishing	distinguish	VERB
futech-427	50	46	building	building	NOUN
futech-427	50	47	techniques	technique	NOUN
futech-427	50	48	unique	unique	ADJ
futech-427	50	49	to	to	ADP
futech-427	50	50	the	the	DET
futech-427	50	51	region	region	NOUN
futech-427	50	52	.	.	PUNCT
futech-427	51	1	the	the	DET
futech-427	51	2	study	study	NOUN
futech-427	51	3	region	region	NOUN
futech-427	51	4	includes	include	VERB
futech-427	51	5	the	the	DET
futech-427	51	6	dali	dali	PROPN
futech-427	51	7	ancient	ancient	PROPN
futech-427	51	8	city	city	PROPN
futech-427	51	9	,	,	PUNCT
futech-427	51	10	the	the	DET
futech-427	51	11	adjacent	adjacent	ADJ
futech-427	51	12	bai	bai	PROPN
futech-427	51	13	villages	village	NOUN
futech-427	51	14	historically	historically	ADV
futech-427	51	15	integrated	integrate	VERB
futech-427	51	16	with	with	ADP
futech-427	51	17	the	the	DET
futech-427	51	18	ancient	ancient	ADJ
futech-427	51	19	city	city	NOUN
futech-427	51	20	,	,	PUNCT
futech-427	51	21	both	both	PRON
futech-427	51	22	of	of	ADP
futech-427	51	23	which	which	PRON
futech-427	51	24	offer	offer	VERB
futech-427	51	25	traditional	traditional	ADJ
futech-427	51	26	forms	form	NOUN
futech-427	51	27	of	of	ADP
futech-427	51	28	urban	urban	ADJ
futech-427	51	29	housing	housing	NOUN
futech-427	51	30	influenced	influence	VERB
futech-427	51	31	by	by	ADP
futech-427	51	32	modern	modern	ADJ
futech-427	51	33	globalization	globalization	NOUN
futech-427	51	34	through	through	ADP
futech-427	51	35	urban	urban	ADJ
futech-427	51	36	centers	center	NOUN
futech-427	51	37	and	and	CCONJ
futech-427	51	38	development	development	NOUN
futech-427	51	39	.	.	PUNCT
futech-427	52	1	the	the	DET
futech-427	52	2	use	use	NOUN
futech-427	52	3	of	of	ADP
futech-427	52	4	advanced	advanced	ADJ
futech-427	52	5	technologies	technology	NOUN
futech-427	52	6	for	for	ADP
futech-427	52	7	data	datum	NOUN
futech-427	52	8	collection	collection	NOUN
futech-427	52	9	from	from	ADP
futech-427	52	10	various	various	ADJ
futech-427	52	11	sources	source	NOUN
futech-427	52	12	allows	allow	VERB
futech-427	52	13	efficient	efficient	ADJ
futech-427	52	14	characterization	characterization	NOUN
futech-427	52	15	of	of	ADP
futech-427	52	16	the	the	DET
futech-427	52	17	unique	unique	ADJ
futech-427	52	18	dynamics	dynamic	NOUN
futech-427	52	19	of	of	ADP
futech-427	52	20	stakeholder	stakeholder	NOUN
futech-427	52	21	interactions	interaction	NOUN
futech-427	52	22	and	and	CCONJ
futech-427	52	23	the	the	DET
futech-427	52	24	various	various	ADJ
futech-427	52	25	datasets	dataset	NOUN
futech-427	52	26	related	relate	VERB
futech-427	52	27	to	to	ADP
futech-427	52	28	archaeological	archaeological	ADJ
futech-427	52	29	site	site	NOUN
futech-427	52	30	preservation	preservation	NOUN
futech-427	52	31	.	.	PUNCT
futech-427	53	1	machine	machine	NOUN
futech-427	53	2	learning	learn	VERB
futech-427	53	3	approaches	approach	NOUN
futech-427	53	4	for	for	ADP
futech-427	53	5	cultural	cultural	ADJ
futech-427	53	6	heritage	heritage	NOUN
futech-427	53	7	applications	application	NOUN
futech-427	53	8	provide	provide	VERB
futech-427	53	9	established	establish	VERB
futech-427	53	10	methodologies	methodology	NOUN
futech-427	53	11	for	for	ADP
futech-427	53	12	systematic	systematic	ADJ
futech-427	53	13	data	datum	NOUN
futech-427	53	14	collection	collection	NOUN
futech-427	53	15	and	and	CCONJ
futech-427	53	16	analysis	analysis	NOUN
futech-427	53	17	in	in	ADP
futech-427	53	18	heritage	heritage	NOUN
futech-427	53	19	preservation	preservation	NOUN
futech-427	53	20	contexts	context	NOUN
futech-427	54	1	[	[	X
futech-427	54	2	19	19	NUM
futech-427	54	3	]	]	PUNCT
futech-427	54	4	.	.	PUNCT
futech-427	55	1	building	build	VERB
futech-427	55	2	architectural	architectural	ADJ
futech-427	55	3	data	datum	NOUN
futech-427	55	4	encompasses	encompass	VERB
futech-427	55	5	geometric	geometric	ADJ
futech-427	55	6	measurements	measurement	NOUN
futech-427	55	7	,	,	PUNCT
futech-427	55	8	structural	structural	ADJ
futech-427	55	9	condition	condition	NOUN
futech-427	55	10	assessments	assessment	NOUN
futech-427	55	11	,	,	PUNCT
futech-427	55	12	and	and	CCONJ
futech-427	55	13	material	material	NOUN
futech-427	55	14	composition	composition	NOUN
futech-427	55	15	analysis	analysis	NOUN
futech-427	55	16	collected	collect	VERB
futech-427	55	17	through	through	ADP
futech-427	55	18	field	field	NOUN
futech-427	55	19	surveys	survey	NOUN
futech-427	55	20	and	and	CCONJ
futech-427	55	21	photogrammetric	photogrammetric	ADJ
futech-427	55	22	techniques	technique	NOUN
futech-427	55	23	.	.	PUNCT
futech-427	56	1	advanced	advanced	ADJ
futech-427	56	2	sensing	sense	VERB
futech-427	56	3	technologies	technology	NOUN
futech-427	56	4	,	,	PUNCT
futech-427	56	5	including	include	VERB
futech-427	56	6	3d	3d	NUM
futech-427	56	7	lidar	lidar	NOUN
futech-427	56	8	systems	system	NOUN
futech-427	56	9	and	and	CCONJ
futech-427	56	10	multi	multi	ADJ
futech-427	56	11	-	-	ADJ
futech-427	56	12	technology	technology	ADJ
futech-427	56	13	collaboration	collaboration	NOUN
futech-427	56	14	frameworks	framework	NOUN
futech-427	56	15	,	,	PUNCT
futech-427	56	16	enable	enable	VERB
futech-427	56	17	comprehensive	comprehensive	ADJ
futech-427	56	18	documentation	documentation	NOUN
futech-427	56	19	of	of	ADP
futech-427	56	20	built	build	VERB
futech-427	56	21	heritage	heritage	NOUN
futech-427	56	22	structures	structure	NOUN
futech-427	56	23	with	with	ADP
futech-427	56	24	high	high	ADJ
futech-427	56	25	precision	precision	NOUN
futech-427	56	26	and	and	CCONJ
futech-427	56	27	accuracy	accuracy	NOUN
futech-427	57	1	[	[	X
futech-427	57	2	20	20	NUM
futech-427	57	3	]	]	PUNCT
futech-427	57	4	.	.	PUNCT
futech-427	58	1	community	community	NOUN
futech-427	58	2	perspectives	perspective	NOUN
futech-427	58	3	were	be	AUX
futech-427	58	4	assessed	assess	VERB
futech-427	58	5	using	use	VERB
futech-427	58	6	a	a	DET
futech-427	58	7	42	42	NUM
futech-427	58	8	-	-	PUNCT
futech-427	58	9	item	item	NOUN
futech-427	58	10	cultural	cultural	ADJ
futech-427	58	11	attachment	attachment	NOUN
futech-427	58	12	scale	scale	NOUN
futech-427	58	13	(	(	PUNCT
futech-427	58	14	α	α	NOUN
futech-427	58	15	=	=	NOUN
futech-427	58	16	0.87	0.87	NUM
futech-427	58	17	)	)	PUNCT
futech-427	58	18	spanning	span	VERB
futech-427	58	19	six	six	NUM
futech-427	58	20	dimensions	dimension	NOUN
futech-427	58	21	from	from	ADP
futech-427	58	22	place	place	NOUN
futech-427	58	23	identity	identity	NOUN
futech-427	58	24	to	to	ADP
futech-427	58	25	intergenerational	intergenerational	ADJ
futech-427	58	26	transmission	transmission	NOUN
futech-427	58	27	willingness	willingness	NOUN
futech-427	58	28	.	.	PUNCT
futech-427	59	1	following	follow	VERB
futech-427	59	2	pilot	pilot	NOUN
futech-427	59	3	validation	validation	NOUN
futech-427	59	4	with	with	ADP
futech-427	59	5	60	60	NUM
futech-427	59	6	households	household	NOUN
futech-427	59	7	,	,	PUNCT
futech-427	59	8	the	the	DET
futech-427	59	9	7	7	NUM
futech-427	59	10	-	-	PUNCT
futech-427	59	11	point	point	NOUN
futech-427	59	12	likert	likert	ADJ
futech-427	59	13	instrument	instrument	NOUN
futech-427	59	14	incorporated	incorporate	VERB
futech-427	59	15	triangulation	triangulation	NOUN
futech-427	59	16	with	with	ADP
futech-427	59	17	observational	observational	ADJ
futech-427	59	18	and	and	CCONJ
futech-427	59	19	archival	archival	VERB
futech-427	59	20	data	datum	NOUN
futech-427	59	21	to	to	PART
futech-427	59	22	ensure	ensure	VERB
futech-427	59	23	measurement	measurement	NOUN
futech-427	59	24	robustness	robustness	NOUN
futech-427	59	25	within	within	ADP
futech-427	59	26	local	local	ADJ
futech-427	59	27	cultural	cultural	ADJ
futech-427	59	28	contexts	contexts	NOUN
futech-427	59	29	.	.	PUNCT
futech-427	60	1	urbanization	urbanization	NOUN
futech-427	60	2	indicators	indicator	NOUN
futech-427	60	3	comprise	comprise	VERB
futech-427	60	4	demographic	demographic	ADJ
futech-427	60	5	changes	change	NOUN
futech-427	60	6	,	,	PUNCT
futech-427	60	7	land	land	NOUN
futech-427	60	8	use	use	NOUN
futech-427	60	9	transitions	transition	NOUN
futech-427	60	10	,	,	PUNCT
futech-427	60	11	construction	construction	NOUN
futech-427	60	12	permits	permit	NOUN
futech-427	60	13	,	,	PUNCT
futech-427	60	14	and	and	CCONJ
futech-427	60	15	economic	economic	ADJ
futech-427	60	16	development	development	NOUN
futech-427	60	17	metrics	metric	NOUN
futech-427	60	18	obtained	obtain	VERB
futech-427	60	19	from	from	ADP
futech-427	60	20	municipal	municipal	ADJ
futech-427	60	21	planning	planning	NOUN
futech-427	60	22	databases	database	NOUN
futech-427	60	23	and	and	CCONJ
futech-427	60	24	statistical	statistical	ADJ
futech-427	60	25	yearbooks	yearbook	NOUN
futech-427	60	26	.	.	PUNCT
futech-427	61	1	this	this	DET
futech-427	61	2	study	study	NOUN
futech-427	61	3	identifies	identify	VERB
futech-427	61	4	four	four	NUM
futech-427	61	5	distinct	distinct	ADJ
futech-427	61	6	stakeholder	stakeholder	NOUN
futech-427	61	7	categories	category	NOUN
futech-427	61	8	comprising	comprise	VERB
futech-427	61	9	local	local	ADJ
futech-427	61	10	residents	resident	NOUN
futech-427	61	11	who	who	PRON
futech-427	61	12	maintain	maintain	VERB
futech-427	61	13	traditional	traditional	ADJ
futech-427	61	14	lifestyles	lifestyle	NOUN
futech-427	61	15	and	and	CCONJ
futech-427	61	16	cultural	cultural	ADJ
futech-427	61	17	practices	practice	NOUN
futech-427	61	18	,	,	PUNCT
futech-427	61	19	government	government	NOUN
futech-427	61	20	agencies	agency	NOUN
futech-427	61	21	responsible	responsible	ADJ
futech-427	61	22	for	for	ADP
futech-427	61	23	heritage	heritage	NOUN
futech-427	61	24	protection	protection	NOUN
futech-427	61	25	and	and	CCONJ
futech-427	61	26	urban	urban	ADJ
futech-427	61	27	planning	planning	NOUN
futech-427	61	28	oversight	oversight	NOUN
futech-427	61	29	,	,	PUNCT
futech-427	61	30	real	real	ADJ
futech-427	61	31	estate	estate	NOUN
futech-427	61	32	developers	developer	NOUN
futech-427	61	33	pursuing	pursue	VERB
futech-427	61	34	economic	economic	ADJ
futech-427	61	35	opportunities	opportunity	NOUN
futech-427	61	36	through	through	ADP
futech-427	61	37	property	property	NOUN
futech-427	61	38	development	development	NOUN
futech-427	61	39	initiatives	initiative	NOUN
futech-427	61	40	,	,	PUNCT
futech-427	61	41	and	and	CCONJ
futech-427	61	42	cultural	cultural	ADJ
futech-427	61	43	preservation	preservation	NOUN
futech-427	61	44	experts	expert	NOUN
futech-427	61	45	who	who	PRON
futech-427	61	46	provide	provide	VERB
futech-427	61	47	specialized	specialized	ADJ
futech-427	61	48	technical	technical	ADJ
futech-427	61	49	expertise	expertise	NOUN
futech-427	61	50	and	and	CCONJ
futech-427	61	51	professional	professional	ADJ
futech-427	61	52	guidance	guidance	NOUN
futech-427	61	53	for	for	ADP
futech-427	61	54	heritage	heritage	NOUN
futech-427	61	55	conservation	conservation	NOUN
futech-427	61	56	strategies	strategy	NOUN
futech-427	61	57	.	.	PUNCT
futech-427	62	1	cultural	cultural	ADJ
futech-427	62	2	identity	identity	NOUN
futech-427	62	3	quantification	quantification	NOUN
futech-427	62	4	employs	employ	VERB
futech-427	62	5	semantic	semantic	ADJ
futech-427	62	6	3d	3d	NUM
futech-427	62	7	documentation	documentation	NOUN
futech-427	62	8	approaches	approach	NOUN
futech-427	62	9	integrated	integrate	VERB
futech-427	62	10	with	with	ADP
futech-427	62	11	multi	multi	ADJ
futech-427	62	12	-	-	ADJ
futech-427	62	13	scale	scale	ADJ
futech-427	62	14	mapping	mapping	NOUN
futech-427	62	15	methodologies	methodology	NOUN
futech-427	62	16	to	to	PART
futech-427	62	17	systematically	systematically	ADV
futech-427	62	18	capture	capture	VERB
futech-427	62	19	cultural	cultural	ADJ
futech-427	62	20	attributes	attribute	NOUN
futech-427	62	21	and	and	CCONJ
futech-427	62	22	spatial	spatial	ADJ
futech-427	62	23	relationships	relationship	NOUN
futech-427	62	24	[	[	X
futech-427	62	25	21	21	NUM
futech-427	62	26	]	]	PUNCT
futech-427	62	27	.	.	PUNCT
futech-427	63	1	cultural	cultural	ADJ
futech-427	63	2	value	value	NOUN
futech-427	63	3	assessment	assessment	NOUN
futech-427	63	4	encompasses	encompass	VERB
futech-427	63	5	five	five	NUM
futech-427	63	6	weighted	weighted	ADJ
futech-427	63	7	dimensions	dimension	NOUN
futech-427	63	8	ranging	range	VERB
futech-427	63	9	from	from	ADP
futech-427	63	10	architectural	architectural	ADJ
futech-427	63	11	authenticity	authenticity	NOUN
futech-427	63	12	(	(	PUNCT
futech-427	63	13	25	25	NUM
futech-427	63	14	%	%	NOUN
futech-427	63	15	)	)	PUNCT
futech-427	63	16	to	to	ADP
futech-427	63	17	community	community	NOUN
futech-427	63	18	attachment	attachment	NOUN
futech-427	63	19	(	(	PUNCT
futech-427	63	20	15	15	NUM
futech-427	63	21	%	%	NOUN
futech-427	63	22	)	)	PUNCT
futech-427	63	23	,	,	PUNCT
futech-427	63	24	evaluated	evaluate	VERB
futech-427	63	25	through	through	ADP
futech-427	63	26	expert	expert	ADJ
futech-427	63	27	delphi	delphi	NOUN
futech-427	63	28	methods	method	NOUN
futech-427	63	29	(	(	PUNCT
futech-427	63	30	40	40	NUM
futech-427	63	31	%	%	NOUN
futech-427	63	32	)	)	PUNCT
futech-427	63	33	,	,	PUNCT
futech-427	63	34	empirical	empirical	ADJ
futech-427	63	35	field	field	NOUN
futech-427	63	36	measurements	measurement	NOUN
futech-427	63	37	(	(	PUNCT
futech-427	63	38	35	35	NUM
futech-427	63	39	%	%	NOUN
futech-427	63	40	)	)	PUNCT
futech-427	63	41	,	,	PUNCT
futech-427	63	42	and	and	CCONJ
futech-427	63	43	community	community	NOUN
futech-427	63	44	surveys	survey	NOUN
futech-427	63	45	(	(	PUNCT
futech-427	63	46	25	25	NUM
futech-427	63	47	%	%	NOUN
futech-427	63	48	)	)	PUNCT
futech-427	63	49	.	.	PUNCT
futech-427	64	1	this	this	DET
futech-427	64	2	integrated	integrate	VERB
futech-427	64	3	approach	approach	NOUN
futech-427	64	4	quantifies	quantifie	NOUN
futech-427	64	5	x.	x.	PROPN
futech-427	64	6	qian	qian	PROPN
futech-427	64	7	et	et	PROPN
futech-427	64	8	al	al	PROPN
futech-427	64	9	.	.	PROPN
futech-427	64	10	/future	/future	PUNCT
futech-427	64	11	technology	technology	PROPN
futech-427	64	12	november	november	PROPN
futech-427	64	13	2025|	2025|	NUM
futech-427	64	14	volume	volume	NOUN
futech-427	64	15	04	04	NUM
futech-427	65	1	|	|	ADV
futech-427	65	2	issue	issue	VERB
futech-427	65	3	04	04	NUM
futech-427	66	1	|	|	CCONJ
futech-427	66	2	pages	page	VERB
futech-427	66	3	33	33	NUM
futech-427	66	4	-	-	SYM
futech-427	66	5	42	42	NUM
futech-427	66	6	35	35	NUM
futech-427	66	7	intangible	intangible	ADJ
futech-427	66	8	heritage	heritage	NOUN
futech-427	66	9	attributes	attribute	VERB
futech-427	66	10	within	within	ADP
futech-427	66	11	computational	computational	ADJ
futech-427	66	12	frameworks	framework	NOUN
futech-427	66	13	while	while	SCONJ
futech-427	66	14	maintaining	maintain	VERB
futech-427	66	15	methodological	methodological	ADJ
futech-427	66	16	rigor	rigor	NOUN
futech-427	66	17	and	and	CCONJ
futech-427	66	18	cultural	cultural	ADJ
futech-427	66	19	validity	validity	NOUN
futech-427	66	20	.	.	PUNCT
futech-427	67	1	the	the	DET
futech-427	67	2	comprehensive	comprehensive	ADJ
futech-427	67	3	data	data	NOUN
futech-427	67	4	collection	collection	NOUN
futech-427	67	5	framework	framework	NOUN
futech-427	67	6	,	,	PUNCT
futech-427	67	7	as	as	SCONJ
futech-427	67	8	shown	show	VERB
futech-427	67	9	in	in	ADP
futech-427	67	10	table	table	NOUN
futech-427	67	11	1	1	NUM
futech-427	67	12	,	,	PUNCT
futech-427	67	13	provides	provide	VERB
futech-427	67	14	the	the	DET
futech-427	67	15	empirical	empirical	ADJ
futech-427	67	16	foundation	foundation	NOUN
futech-427	67	17	for	for	ADP
futech-427	67	18	developing	develop	VERB
futech-427	67	19	and	and	CCONJ
futech-427	67	20	validating	validate	VERB
futech-427	67	21	multi	multi	ADJ
futech-427	67	22	-	-	ADJ
futech-427	67	23	agent	agent	ADJ
futech-427	67	24	reinforcement	reinforcement	NOUN
futech-427	67	25	learning	learning	NOUN
futech-427	67	26	models	model	NOUN
futech-427	67	27	.	.	PUNCT
futech-427	68	1	2.2	2.2	NUM
futech-427	68	2	multi	multi	ADJ
futech-427	68	3	-	-	ADJ
futech-427	68	4	agent	agent	ADJ
futech-427	68	5	system	system	NOUN
futech-427	68	6	modeling	modeling	NOUN
futech-427	68	7	and	and	CCONJ
futech-427	68	8	ai	ai	VERB
futech-427	68	9	architecture	architecture	NOUN
futech-427	68	10	design	design	NOUN
futech-427	68	11	the	the	DET
futech-427	68	12	multi	multi	ADJ
futech-427	68	13	-	-	ADJ
futech-427	68	14	agent	agent	ADJ
futech-427	68	15	reinforcement	reinforcement	NOUN
futech-427	68	16	learning	learning	NOUN
futech-427	68	17	framework	framework	NOUN
futech-427	68	18	establishes	establish	VERB
futech-427	68	19	a	a	DET
futech-427	68	20	computational	computational	ADJ
futech-427	68	21	architecture	architecture	NOUN
futech-427	68	22	where	where	SCONJ
futech-427	68	23	each	each	DET
futech-427	68	24	stakeholder	stakeholder	NOUN
futech-427	68	25	category	category	NOUN
futech-427	68	26	operates	operate	VERB
futech-427	68	27	as	as	ADP
futech-427	68	28	an	an	DET
futech-427	68	29	autonomous	autonomous	ADJ
futech-427	68	30	intelligent	intelligent	ADJ
futech-427	68	31	agent	agent	NOUN
futech-427	68	32	with	with	ADP
futech-427	68	33	distinct	distinct	ADJ
futech-427	68	34	behavioral	behavioral	ADJ
futech-427	68	35	patterns	pattern	NOUN
futech-427	68	36	and	and	CCONJ
futech-427	68	37	decision	decision	NOUN
futech-427	68	38	-	-	PUNCT
futech-427	68	39	making	make	VERB
futech-427	68	40	capabilities	capability	NOUN
futech-427	68	41	.	.	PUNCT
futech-427	69	1	multi	multi	ADJ
futech-427	69	2	-	-	ADJ
futech-427	69	3	agent	agent	ADJ
futech-427	69	4	cooperation	cooperation	NOUN
futech-427	69	5	and	and	CCONJ
futech-427	69	6	competition	competition	NOUN
futech-427	69	7	dynamics	dynamic	NOUN
futech-427	69	8	provide	provide	VERB
futech-427	69	9	foundational	foundational	ADJ
futech-427	69	10	principles	principle	NOUN
futech-427	69	11	for	for	ADP
futech-427	69	12	designing	design	VERB
futech-427	69	13	agent	agent	NOUN
futech-427	69	14	interactions	interaction	NOUN
futech-427	69	15	in	in	ADP
futech-427	69	16	complex	complex	ADJ
futech-427	69	17	environments	environment	NOUN
futech-427	69	18	where	where	SCONJ
futech-427	69	19	multiple	multiple	ADJ
futech-427	69	20	entities	entity	NOUN
futech-427	69	21	pursue	pursue	VERB
futech-427	69	22	different	different	ADJ
futech-427	69	23	objectives	objective	NOUN
futech-427	69	24	[	[	X
futech-427	69	25	22	22	NUM
futech-427	69	26	]	]	PUNCT
futech-427	69	27	.	.	PUNCT
futech-427	70	1	stakeholder	stakeholder	NOUN
futech-427	70	2	-	-	PUNCT
futech-427	70	3	specific	specific	ADJ
futech-427	70	4	neural	neural	ADJ
futech-427	70	5	networks	network	NOUN
futech-427	70	6	enable	enable	VERB
futech-427	70	7	residents	resident	NOUN
futech-427	70	8	to	to	PART
futech-427	70	9	process	process	VERB
futech-427	70	10	cultural	cultural	ADJ
futech-427	70	11	preferences	preference	NOUN
futech-427	70	12	,	,	PUNCT
futech-427	70	13	government	government	NOUN
futech-427	70	14	agents	agent	NOUN
futech-427	70	15	to	to	PART
futech-427	70	16	evaluate	evaluate	VERB
futech-427	70	17	policies	policy	NOUN
futech-427	70	18	,	,	PUNCT
futech-427	70	19	developers	developer	NOUN
futech-427	70	20	to	to	PART
futech-427	70	21	optimize	optimize	VERB
futech-427	70	22	economic	economic	ADJ
futech-427	70	23	outcomes	outcome	NOUN
futech-427	70	24	,	,	PUNCT
futech-427	70	25	and	and	CCONJ
futech-427	70	26	experts	expert	NOUN
futech-427	70	27	to	to	PART
futech-427	70	28	assess	assess	VERB
futech-427	70	29	heritage	heritage	NOUN
futech-427	70	30	values	value	NOUN
futech-427	70	31	.	.	PUNCT
futech-427	71	1	this	this	DET
futech-427	71	2	framework	framework	NOUN
futech-427	71	3	departs	depart	VERB
futech-427	71	4	from	from	ADP
futech-427	71	5	traditional	traditional	ADJ
futech-427	71	6	rl	rl	NOUN
futech-427	71	7	through	through	ADP
futech-427	71	8	cultural	cultural	ADJ
futech-427	71	9	identity	identity	NOUN
futech-427	71	10	integration	integration	NOUN
futech-427	71	11	in	in	ADP
futech-427	71	12	q	q	ADJ
futech-427	71	13	-	-	PUNCT
futech-427	71	14	value	value	NOUN
futech-427	71	15	computations	computation	NOUN
futech-427	71	16	using	use	VERB
futech-427	71	17	adaptive	adaptive	ADJ
futech-427	71	18	coefficients	coefficient	NOUN
futech-427	71	19	(	(	PUNCT
futech-427	71	20	λc	λc	X
futech-427	71	21	=	=	NOUN
futech-427	71	22	0.3	0.3	NUM
futech-427	71	23	-	-	PUNCT
futech-427	71	24	0.5	0.5	NUM
futech-427	71	25	)	)	PUNCT
futech-427	71	26	,	,	PUNCT
futech-427	71	27	enabling	enable	VERB
futech-427	71	28	multi	multi	ADJ
futech-427	71	29	-	-	ADJ
futech-427	71	30	objective	objective	ADJ
futech-427	71	31	optimization	optimization	NOUN
futech-427	71	32	where	where	SCONJ
futech-427	71	33	heritage	heritage	NOUN
futech-427	71	34	considerations	consideration	NOUN
futech-427	71	35	become	become	VERB
futech-427	71	36	intrinsic	intrinsic	ADJ
futech-427	71	37	to	to	ADP
futech-427	71	38	agent	agent	NOUN
futech-427	71	39	decisions	decision	NOUN
futech-427	71	40	.	.	PUNCT
futech-427	72	1	the	the	DET
futech-427	72	2	dynamically	dynamically	ADV
futech-427	72	3	adjusted	adjust	VERB
futech-427	72	4	coefficients	coefficient	NOUN
futech-427	72	5	respond	respond	VERB
futech-427	72	6	to	to	ADP
futech-427	72	7	heritage	heritage	NOUN
futech-427	72	8	impacts	impact	NOUN
futech-427	72	9	while	while	SCONJ
futech-427	72	10	the	the	DET
futech-427	72	11	state	state	NOUN
futech-427	72	12	space	space	NOUN
futech-427	72	13	tracks	track	VERB
futech-427	72	14	preservation	preservation	NOUN
futech-427	72	15	effectiveness	effectiveness	NOUN
futech-427	72	16	,	,	PUNCT
futech-427	72	17	community	community	NOUN
futech-427	72	18	welfare	welfare	NOUN
futech-427	72	19	,	,	PUNCT
futech-427	72	20	and	and	CCONJ
futech-427	72	21	cultural	cultural	ADJ
futech-427	72	22	authenticity	authenticity	NOUN
futech-427	72	23	across	across	ADP
futech-427	72	24	evolving	evolve	VERB
futech-427	72	25	urban	urban	ADJ
futech-427	72	26	contexts	contexts	NOUN
futech-427	72	27	.	.	PUNCT
futech-427	73	1	the	the	DET
futech-427	73	2	agent	agent	NOUN
futech-427	73	3	interaction	interaction	NOUN
futech-427	73	4	protocols	protocol	NOUN
futech-427	73	5	facilitate	facilitate	VERB
futech-427	73	6	communication	communication	NOUN
futech-427	73	7	and	and	CCONJ
futech-427	73	8	coordination	coordination	NOUN
futech-427	73	9	processes	process	NOUN
futech-427	73	10	through	through	ADP
futech-427	73	11	message	message	NOUN
futech-427	73	12	-	-	PUNCT
futech-427	73	13	passing	pass	VERB
futech-427	73	14	and	and	CCONJ
futech-427	73	15	shared	share	VERB
futech-427	73	16	information	information	NOUN
futech-427	73	17	systems	system	NOUN
futech-427	73	18	that	that	PRON
futech-427	73	19	allow	allow	VERB
futech-427	73	20	multi	multi	ADJ
futech-427	73	21	-	-	ADJ
futech-427	73	22	agent	agent	ADJ
futech-427	73	23	systems	system	NOUN
futech-427	73	24	for	for	ADP
futech-427	73	25	joint	joint	ADJ
futech-427	73	26	action	action	NOUN
futech-427	73	27	while	while	SCONJ
futech-427	73	28	maintaining	maintain	VERB
futech-427	73	29	agent	agent	NOUN
futech-427	73	30	independence	independence	NOUN
futech-427	73	31	.	.	PUNCT
futech-427	74	1	multi	multi	ADJ
futech-427	74	2	-	-	ADJ
futech-427	74	3	agent	agent	ADJ
futech-427	74	4	actor	actor	NOUN
futech-427	74	5	-	-	PUNCT
futech-427	74	6	critic	critic	NOUN
futech-427	74	7	frameworks	framework	NOUN
futech-427	74	8	allow	allow	VERB
futech-427	74	9	mixed	mixed	ADJ
futech-427	74	10	cooperative	cooperative	ADJ
futech-427	74	11	-	-	PUNCT
futech-427	74	12	competitive	competitive	ADJ
futech-427	74	13	conditions	condition	NOUN
futech-427	74	14	where	where	SCONJ
futech-427	74	15	agents	agent	NOUN
futech-427	74	16	have	have	VERB
futech-427	74	17	to	to	PART
futech-427	74	18	integrate	integrate	VERB
futech-427	74	19	self	self	NOUN
futech-427	74	20	-	-	PUNCT
futech-427	74	21	preserving	preserve	VERB
futech-427	74	22	tasks	task	NOUN
futech-427	74	23	with	with	ADP
futech-427	74	24	objectives	objective	NOUN
futech-427	74	25	aligned	align	VERB
futech-427	74	26	to	to	ADP
futech-427	74	27	common	common	ADJ
futech-427	74	28	conservation	conservation	NOUN
futech-427	74	29	goals	goal	NOUN
futech-427	74	30	[	[	X
futech-427	74	31	23	23	NUM
futech-427	74	32	]	]	PUNCT
futech-427	74	33	.	.	PUNCT
futech-427	75	1	the	the	DET
futech-427	75	2	reward	reward	NOUN
futech-427	75	3	function	function	NOUN
futech-427	75	4	guided	guide	VERB
futech-427	75	5	by	by	ADP
futech-427	75	6	cultural	cultural	ADJ
futech-427	75	7	identity	identity	NOUN
futech-427	75	8	integrates	integrate	VERB
futech-427	75	9	multiple	multiple	ADJ
futech-427	75	10	objective	objective	ADJ
futech-427	75	11	components	component	NOUN
futech-427	75	12	diversified	diversify	VERB
futech-427	75	13	as	as	ADP
futech-427	75	14	effectiveness	effectiveness	NOUN
futech-427	75	15	of	of	ADP
futech-427	75	16	heritage	heritage	NOUN
futech-427	75	17	preservation	preservation	NOUN
futech-427	75	18	,	,	PUNCT
futech-427	75	19	community	community	NOUN
futech-427	75	20	relations	relation	NOUN
futech-427	75	21	,	,	PUNCT
futech-427	75	22	economic	economic	ADJ
futech-427	75	23	sustainability	sustainability	NOUN
futech-427	75	24	,	,	PUNCT
futech-427	75	25	and	and	CCONJ
futech-427	75	26	maintenance	maintenance	NOUN
futech-427	75	27	of	of	ADP
futech-427	75	28	cultural	cultural	ADJ
futech-427	75	29	authenticity	authenticity	NOUN
futech-427	75	30	,	,	PUNCT
futech-427	75	31	thereby	thereby	ADV
futech-427	75	32	forming	form	VERB
futech-427	75	33	balanced	balanced	ADJ
futech-427	75	34	feedback	feedback	NOUN
futech-427	75	35	that	that	PRON
futech-427	75	36	enables	enable	VERB
futech-427	75	37	learning	learn	VERB
futech-427	75	38	towards	towards	ADP
futech-427	75	39	culturally	culturally	ADV
futech-427	75	40	adaptive	adaptive	ADJ
futech-427	75	41	solutions	solution	NOUN
futech-427	75	42	for	for	ADP
futech-427	75	43	agents	agent	NOUN
futech-427	75	44	to	to	PART
futech-427	75	45	automate	automate	VERB
futech-427	75	46	processes	process	NOUN
futech-427	75	47	.	.	PUNCT
futech-427	76	1	the	the	DET
futech-427	76	2	initialization	initialization	NOUN
futech-427	76	3	of	of	ADP
futech-427	76	4	parameters	parameter	NOUN
futech-427	76	5	for	for	ADP
futech-427	76	6	deep	deep	ADJ
futech-427	76	7	neural	neural	ADJ
futech-427	76	8	networks	network	NOUN
futech-427	76	9	utilizes	utilize	VERB
futech-427	76	10	methods	method	NOUN
futech-427	76	11	based	base	VERB
futech-427	76	12	on	on	ADP
futech-427	76	13	experience	experience	NOUN
futech-427	76	14	replay	replay	NOUN
futech-427	76	15	for	for	ADP
futech-427	76	16	stabilization	stabilization	NOUN
futech-427	76	17	across	across	ADP
futech-427	76	18	different	different	ADJ
futech-427	76	19	types	type	NOUN
futech-427	76	20	of	of	ADP
futech-427	76	21	agents	agent	NOUN
futech-427	76	22	using	use	VERB
futech-427	76	23	the	the	DET
futech-427	76	24	xavier	xavier	PROPN
futech-427	76	25	normalization	normalization	PROPN
futech-427	76	26	technique	technique	NOUN
futech-427	76	27	.	.	PUNCT
futech-427	77	1	deep	deep	ADJ
futech-427	77	2	multi	multi	ADJ
futech-427	77	3	-	-	ADJ
futech-427	77	4	agent	agent	ADJ
futech-427	77	5	reinforcement	reinforcement	NOUN
futech-427	77	6	learning	learning	NOUN
futech-427	77	7	(	(	PUNCT
futech-427	77	8	marl	marl	NOUN
futech-427	77	9	)	)	PUNCT
futech-427	77	10	q	q	NOUN
futech-427	77	11	-	-	PUNCT
futech-427	77	12	learning	learning	NOUN
futech-427	77	13	with	with	ADP
futech-427	77	14	distinct	distinct	ADJ
futech-427	77	15	q	q	NOUN
futech-427	77	16	-	-	PUNCT
futech-427	77	17	vectors	vector	NOUN
futech-427	77	18	for	for	ADP
futech-427	77	19	different	different	ADJ
futech-427	77	20	rates	rate	NOUN
futech-427	77	21	of	of	ADP
futech-427	77	22	agent	agent	NOUN
futech-427	77	23	capability	capability	NOUN
futech-427	77	24	and	and	CCONJ
futech-427	77	25	learning	learn	VERB
futech-427	77	26	adapts	adapt	VERB
futech-427	77	27	to	to	PART
futech-427	77	28	diverse	diverse	VERB
futech-427	77	29	agent	agent	NOUN
futech-427	77	30	capabilities	capability	NOUN
futech-427	77	31	and	and	CCONJ
futech-427	77	32	learning	learn	VERB
futech-427	77	33	rates	rate	NOUN
futech-427	77	34	,	,	PUNCT
futech-427	77	35	showing	show	VERB
futech-427	77	36	improved	improved	ADJ
futech-427	77	37	performance	performance	NOUN
futech-427	77	38	[	[	X
futech-427	77	39	24	24	NUM
futech-427	77	40	]	]	PUNCT
futech-427	77	41	.	.	PUNCT
futech-427	78	1	in	in	ADP
futech-427	78	2	a	a	DET
futech-427	78	3	culture	culture	NOUN
futech-427	78	4	-	-	PUNCT
futech-427	78	5	imbued	imbue	VERB
futech-427	78	6	adaptive	adaptive	ADJ
futech-427	78	7	systems	system	NOUN
futech-427	78	8	framework	framework	NOUN
futech-427	78	9	for	for	ADP
futech-427	78	10	optimization	optimization	NOUN
futech-427	78	11	of	of	ADP
futech-427	78	12	heritage	heritage	NOUN
futech-427	78	13	preservation	preservation	NOUN
futech-427	78	14	,	,	PUNCT
futech-427	78	15	every	every	DET
futech-427	78	16	agent	agent	NOUN
futech-427	78	17	type	type	NOUN
futech-427	78	18	has	have	VERB
futech-427	78	19	its	its	PRON
futech-427	78	20	own	own	ADJ
futech-427	78	21	learning	learning	NOUN
futech-427	78	22	rate	rate	NOUN
futech-427	78	23	,	,	PUNCT
futech-427	78	24	network	network	NOUN
futech-427	78	25	structure	structure	NOUN
futech-427	78	26	,	,	PUNCT
futech-427	78	27	and	and	CCONJ
futech-427	78	28	exploration	exploration	NOUN
futech-427	78	29	versus	versus	ADP
futech-427	78	30	exploitation	exploitation	NOUN
futech-427	78	31	settings	setting	NOUN
futech-427	78	32	.	.	PUNCT
futech-427	79	1	these	these	DET
futech-427	79	2	parameters	parameter	NOUN
futech-427	79	3	are	be	AUX
futech-427	79	4	adjusted	adjust	VERB
futech-427	79	5	using	use	VERB
futech-427	79	6	bayesian	bayesian	NOUN
futech-427	79	7	optimization	optimization	NOUN
futech-427	79	8	techniques	technique	NOUN
futech-427	79	9	,	,	PUNCT
futech-427	79	10	as	as	SCONJ
futech-427	79	11	shown	show	VERB
futech-427	79	12	in	in	ADP
futech-427	79	13	figure	figure	NOUN
futech-427	79	14	1	1	NUM
futech-427	79	15	,	,	PUNCT
futech-427	79	16	depicting	depict	VERB
futech-427	79	17	the	the	DET
futech-427	79	18	multi	multi	ADJ
futech-427	79	19	-	-	ADJ
futech-427	79	20	agent	agent	ADJ
futech-427	79	21	system	system	NOUN
futech-427	79	22	architecture	architecture	NOUN
futech-427	79	23	,	,	PUNCT
futech-427	79	24	which	which	PRON
futech-427	79	25	integrates	integrate	VERB
futech-427	79	26	cultural	cultural	ADJ
futech-427	79	27	identity	identity	NOUN
futech-427	79	28	considerations	consideration	NOUN
futech-427	79	29	with	with	ADP
futech-427	79	30	adaptive	adaptive	ADJ
futech-427	79	31	learning	learning	NOUN
futech-427	79	32	mechanisms	mechanism	NOUN
futech-427	79	33	.	.	PUNCT
futech-427	80	1	ethical	ethical	ADJ
futech-427	80	2	safeguards	safeguard	NOUN
futech-427	80	3	include	include	VERB
futech-427	80	4	participatory	participatory	ADJ
futech-427	80	5	parameter	parameter	PROPN
futech-427	80	6	design	design	NOUN
futech-427	80	7	with	with	ADP
futech-427	80	8	120	120	NUM
futech-427	80	9	diverse	diverse	ADJ
futech-427	80	10	community	community	NOUN
futech-427	80	11	stakeholders	stakeholder	NOUN
futech-427	80	12	,	,	PUNCT
futech-427	80	13	automated	automate	VERB
futech-427	80	14	bias	bias	NOUN
futech-427	80	15	detection	detection	NOUN
futech-427	80	16	with	with	ADP
futech-427	80	17	15	15	NUM
futech-427	80	18	%	%	NOUN
futech-427	80	19	deviation	deviation	NOUN
futech-427	80	20	thresholds	threshold	NOUN
futech-427	80	21	,	,	PUNCT
futech-427	80	22	and	and	CCONJ
futech-427	80	23	explainable	explainable	ADJ
futech-427	80	24	ai	ai	NOUN
futech-427	80	25	modules	module	NOUN
futech-427	80	26	ensuring	ensure	VERB
futech-427	80	27	decision	decision	NOUN
futech-427	80	28	transparency	transparency	NOUN
futech-427	80	29	.	.	PUNCT
futech-427	81	1	these	these	DET
futech-427	81	2	measures	measure	NOUN
futech-427	81	3	prevent	prevent	VERB
futech-427	81	4	minority	minority	NOUN
futech-427	81	5	marginalization	marginalization	NOUN
futech-427	81	6	and	and	CCONJ
futech-427	81	7	maintain	maintain	VERB
futech-427	81	8	community	community	NOUN
futech-427	81	9	agency	agency	NOUN
futech-427	81	10	while	while	SCONJ
futech-427	81	11	embedding	embed	VERB
futech-427	81	12	inclusive	inclusive	ADJ
futech-427	81	13	cultural	cultural	ADJ
futech-427	81	14	values	value	NOUN
futech-427	81	15	within	within	ADP
futech-427	81	16	the	the	DET
futech-427	81	17	algorithmic	algorithmic	ADJ
futech-427	81	18	framework	framework	NOUN
futech-427	81	19	.	.	PUNCT
futech-427	82	1	local	local	ADJ
futech-427	82	2	residents	resident	NOUN
futech-427	82	3	cultural	cultural	ADJ
futech-427	82	4	preference	preference	NOUN
futech-427	82	5	module	module	NOUN
futech-427	82	6	government	government	NOUN
futech-427	82	7	policy	policy	NOUN
futech-427	82	8	evaluation	evaluation	NOUN
futech-427	82	9	module	module	NOUN
futech-427	82	10	developers	developer	NOUN
futech-427	82	11	economic	economic	ADJ
futech-427	82	12	optimization	optimization	NOUN
futech-427	82	13	cultural	cultural	ADJ
futech-427	82	14	experts	expert	NOUN
futech-427	82	15	heritage	heritage	NOUN
futech-427	82	16	assessment	assessment	NOUN
futech-427	82	17	cultural	cultural	ADJ
futech-427	82	18	ldentity	ldentity	NOUN
futech-427	82	19	oriented	orient	VERB
futech-427	82	20	reward	reward	NOUN
futech-427	82	21	function	function	VERB
futech-427	82	22	multi	multi	ADJ
futech-427	82	23	-	-	ADJ
futech-427	82	24	objective	objective	ADJ
futech-427	82	25	optimization	optimization	NOUN
futech-427	82	26	output	output	NOUN
futech-427	82	27	environment	environment	NOUN
futech-427	82	28	state	state	NOUN
futech-427	82	29	space	space	NOUN
futech-427	82	30	cultural	cultural	ADJ
futech-427	82	31	preferences	preference	NOUN
futech-427	82	32	policy	policy	NOUN
futech-427	82	33	constraints	constraint	NOUN
futech-427	82	34	heritage	heritage	NOUN
futech-427	82	35	assessment	assessment	NOUN
futech-427	82	36	economic	economic	ADJ
futech-427	82	37	objectives	objective	NOUN
futech-427	82	38	figure	figure	VERB
futech-427	82	39	1	1	NUM
futech-427	82	40	.	.	PUNCT
futech-427	83	1	cultural	cultural	ADJ
futech-427	83	2	identity	identity	NOUN
futech-427	83	3	-	-	PUNCT
futech-427	83	4	oriented	orient	VERB
futech-427	83	5	multi	multi	ADJ
futech-427	83	6	-	-	ADJ
futech-427	83	7	agent	agent	ADJ
futech-427	83	8	reinforcement	reinforcement	NOUN
futech-427	83	9	learning	learning	NOUN
futech-427	83	10	system	system	NOUN
futech-427	83	11	architecture	architecture	NOUN
futech-427	83	12	table	table	NOUN
futech-427	83	13	1	1	NUM
futech-427	83	14	.	.	PUNCT
futech-427	84	1	multi	multi	ADJ
futech-427	84	2	-	-	ADJ
futech-427	84	3	source	source	NOUN
futech-427	84	4	data	data	NOUN
futech-427	84	5	collection	collection	NOUN
futech-427	84	6	framework	framework	NOUN
futech-427	84	7	for	for	ADP
futech-427	84	8	dali	dali	PROPN
futech-427	84	9	bai	bai	PROPN
futech-427	84	10	ethnic	ethnic	ADJ
futech-427	84	11	residential	residential	ADJ
futech-427	84	12	preservation	preservation	NOUN
futech-427	84	13	areas	area	NOUN
futech-427	84	14	data	datum	NOUN
futech-427	84	15	category	category	NOUN
futech-427	84	16	collection	collection	NOUN
futech-427	84	17	method	method	NOUN
futech-427	84	18	sample	sample	NOUN
futech-427	84	19	size	size	NOUN
futech-427	84	20	temporal	temporal	ADJ
futech-427	84	21	coverage	coverage	NOUN
futech-427	84	22	stakeholder	stakeholder	NOUN
futech-427	84	23	groups	group	NOUN
futech-427	84	24	data	datum	NOUN
futech-427	84	25	format	format	NOUN
futech-427	84	26	building	building	NOUN
futech-427	84	27	architecture	architecture	NOUN
futech-427	84	28	3d	3d	NUM
futech-427	84	29	lidar	lidar	NOUN
futech-427	84	30	scanning	scan	VERB
futech-427	84	31	245	245	NUM
futech-427	84	32	structures	structure	NOUN
futech-427	84	33	2022	2022	NUM
futech-427	84	34	-	-	SYM
futech-427	84	35	2024	2024	NUM
futech-427	84	36	residents	resident	NOUN
futech-427	84	37	,	,	PUNCT
futech-427	84	38	experts	expert	NOUN
futech-427	84	39	point	point	VERB
futech-427	84	40	clouds	cloud	NOUN
futech-427	84	41	,	,	PUNCT
futech-427	84	42	cad	cad	PROPN
futech-427	84	43	cultural	cultural	ADJ
futech-427	84	44	attributes	attribute	VERB
futech-427	84	45	ethnographic	ethnographic	ADJ
futech-427	84	46	survey	survey	NOUN
futech-427	84	47	180	180	NUM
futech-427	84	48	households	household	NOUN
futech-427	84	49	2023	2023	NUM
futech-427	84	50	-	-	SYM
futech-427	84	51	2024	2024	NUM
futech-427	84	52	residents	resident	NOUN
futech-427	84	53	structured	structure	VERB
futech-427	84	54	interviews	interview	NOUN
futech-427	84	55	urbanization	urbanization	NOUN
futech-427	84	56	metrics	metric	NOUN
futech-427	84	57	municipal	municipal	ADJ
futech-427	84	58	database	database	NOUN
futech-427	84	59	15	15	NUM
futech-427	84	60	indicators	indicator	NOUN
futech-427	84	61	2010	2010	NUM
futech-427	84	62	-	-	SYM
futech-427	84	63	2024	2024	NUM
futech-427	84	64	government	government	NOUN
futech-427	84	65	statistical	statistical	ADJ
futech-427	84	66	data	datum	NOUN
futech-427	84	67	stakeholder	stakeholder	NOUN
futech-427	84	68	networks	network	VERB
futech-427	84	69	social	social	ADJ
futech-427	84	70	network	network	NOUN
futech-427	84	71	analysis	analysis	NOUN
futech-427	84	72	95	95	NUM
futech-427	84	73	participants	participant	NOUN
futech-427	84	74	2023	2023	NUM
futech-427	84	75	-	-	SYM
futech-427	84	76	2024	2024	NUM
futech-427	84	77	all	all	DET
futech-427	84	78	groups	group	NOUN
futech-427	84	79	relational	relational	ADJ
futech-427	84	80	matrices	matrix	NOUN
futech-427	84	81	heritage	heritage	NOUN
futech-427	84	82	condition	condition	NOUN
futech-427	84	83	field	field	NOUN
futech-427	84	84	assessment	assessment	NOUN
futech-427	84	85	245	245	NUM
futech-427	84	86	structures	structure	NOUN
futech-427	84	87	2022	2022	NUM
futech-427	84	88	-	-	SYM
futech-427	84	89	2024	2024	NUM
futech-427	84	90	experts	expert	NOUN
futech-427	84	91	condition	condition	NOUN
futech-427	84	92	reports	report	NOUN
futech-427	84	93	note	note	VERB
futech-427	84	94	:	:	PUNCT
futech-427	84	95	cultural	cultural	ADJ
futech-427	84	96	attribute	attribute	NOUN
futech-427	84	97	quantification	quantification	NOUN
futech-427	84	98	integrated	integrate	VERB
futech-427	84	99	architectural	architectural	ADJ
futech-427	84	100	integrity	integrity	NOUN
futech-427	84	101	assessments	assessment	NOUN
futech-427	84	102	of	of	ADP
futech-427	84	103	bai	bai	PROPN
futech-427	84	104	vernacular	vernacular	ADJ
futech-427	84	105	structures	structure	NOUN
futech-427	84	106	,	,	PUNCT
futech-427	84	107	ethnographic	ethnographic	ADJ
futech-427	84	108	measurements	measurement	NOUN
futech-427	84	109	of	of	ADP
futech-427	84	110	language	language	NOUN
futech-427	84	111	use	use	NOUN
futech-427	84	112	and	and	CCONJ
futech-427	84	113	ritual	ritual	ADJ
futech-427	84	114	participation	participation	NOUN
futech-427	84	115	,	,	PUNCT
futech-427	84	116	and	and	CCONJ
futech-427	84	117	gis	gis	NOUN
futech-427	84	118	-	-	PUNCT
futech-427	84	119	derived	derive	VERB
futech-427	84	120	spatial	spatial	ADJ
futech-427	84	121	proximity	proximity	NOUN
futech-427	84	122	indices	indice	VERB
futech-427	84	123	to	to	ADP
futech-427	84	124	heritage	heritage	NOUN
futech-427	84	125	sites	site	NOUN
futech-427	84	126	,	,	PUNCT
futech-427	84	127	employing	employ	VERB
futech-427	84	128	standardized	standardized	ADJ
futech-427	84	129	protocols	protocol	NOUN
futech-427	84	130	to	to	PART
futech-427	84	131	convert	convert	VERB
futech-427	84	132	multifaceted	multifaceted	ADJ
futech-427	84	133	cultural	cultural	ADJ
futech-427	84	134	data	datum	NOUN
futech-427	84	135	into	into	ADP
futech-427	84	136	algorithmic	algorithmic	ADJ
futech-427	84	137	parameters	parameter	NOUN
futech-427	84	138	.	.	PUNCT
futech-427	85	1	x.	x.	PROPN
futech-427	85	2	qian	qian	PROPN
futech-427	85	3	et	et	PROPN
futech-427	85	4	al	al	PROPN
futech-427	85	5	.	.	PROPN
futech-427	85	6	/future	/future	PUNCT
futech-427	85	7	technology	technology	PROPN
futech-427	85	8	november	november	PROPN
futech-427	85	9	2025|	2025|	NUM
futech-427	85	10	volume	volume	NOUN
futech-427	85	11	04	04	NUM
futech-427	86	1	|	|	ADV
futech-427	86	2	issue	issue	VERB
futech-427	86	3	04	04	NUM
futech-427	87	1	|	|	CCONJ
futech-427	87	2	pages	page	VERB
futech-427	87	3	33	33	NUM
futech-427	87	4	-	-	SYM
futech-427	87	5	42	42	NUM
futech-427	87	6	36	36	NUM
futech-427	87	7	2.3	2.3	NUM
futech-427	87	8	reinforcement	reinforcement	NOUN
futech-427	87	9	learning	learning	NOUN
futech-427	87	10	algorithm	algorithm	NOUN
futech-427	87	11	and	and	CCONJ
futech-427	87	12	machine	machine	NOUN
futech-427	87	13	learning	learning	NOUN
futech-427	87	14	model	model	NOUN
futech-427	87	15	this	this	DET
futech-427	87	16	study	study	NOUN
futech-427	87	17	builds	build	VERB
futech-427	87	18	upon	upon	SCONJ
futech-427	87	19	deep	deep	ADJ
futech-427	87	20	reinforcement	reinforcement	NOUN
futech-427	87	21	learning	learning	NOUN
futech-427	87	22	approaches	approach	NOUN
futech-427	87	23	by	by	ADP
futech-427	87	24	applying	apply	VERB
futech-427	87	25	an	an	DET
futech-427	87	26	optimized	optimize	VERB
futech-427	87	27	deep	deep	ADJ
futech-427	87	28	q	q	ADJ
futech-427	87	29	-	-	PUNCT
futech-427	87	30	network	network	NOUN
futech-427	87	31	architecture	architecture	NOUN
futech-427	87	32	for	for	ADP
futech-427	87	33	multi	multi	ADJ
futech-427	87	34	-	-	ADJ
futech-427	87	35	agent	agent	ADJ
futech-427	87	36	coordination	coordination	NOUN
futech-427	87	37	in	in	ADP
futech-427	87	38	heritage	heritage	NOUN
futech-427	87	39	preservation	preservation	NOUN
futech-427	87	40	[	[	X
futech-427	87	41	25	25	NUM
futech-427	87	42	]	]	PUNCT
futech-427	87	43	.	.	PUNCT
futech-427	88	1	the	the	DET
futech-427	88	2	improved	improve	VERB
futech-427	88	3	dqn	dqn	NOUN
futech-427	88	4	framework	framework	NOUN
futech-427	88	5	incorporates	incorporate	VERB
futech-427	88	6	cultural	cultural	ADJ
futech-427	88	7	identity	identity	NOUN
futech-427	88	8	considerations	consideration	NOUN
futech-427	88	9	into	into	ADP
futech-427	88	10	the	the	DET
futech-427	88	11	traditional	traditional	ADJ
futech-427	88	12	q	q	ADJ
futech-427	88	13	-	-	PUNCT
futech-427	88	14	value	value	NOUN
futech-427	88	15	computation	computation	NOUN
futech-427	88	16	through	through	ADP
futech-427	88	17	a	a	DET
futech-427	88	18	modified	modify	VERB
futech-427	88	19	loss	loss	NOUN
futech-427	88	20	function	function	NOUN
futech-427	88	21	that	that	SCONJ
futech-427	88	22	balances	balance	VERB
futech-427	88	23	preservation	preservation	NOUN
futech-427	88	24	objectives	objective	NOUN
futech-427	88	25	with	with	ADP
futech-427	88	26	stakeholder	stakeholder	NOUN
futech-427	88	27	satisfaction	satisfaction	NOUN
futech-427	88	28	metrics	metric	NOUN
futech-427	88	29	.	.	PUNCT
futech-427	89	1	the	the	DET
futech-427	89	2	q	q	ADJ
futech-427	89	3	-	-	PUNCT
futech-427	89	4	value	value	NOUN
futech-427	89	5	update	update	NOUN
futech-427	89	6	mechanism	mechanism	NOUN
futech-427	89	7	follows	follow	VERB
futech-427	89	8	the	the	DET
futech-427	89	9	enhanced	enhanced	ADJ
futech-427	89	10	bellman	bellman	NOUN
futech-427	89	11	equation	equation	NOUN
futech-427	89	12	,	,	PUNCT
futech-427	89	13	where	where	SCONJ
futech-427	89	14	q(st	q(st	NOUN
futech-427	89	15	,	,	PUNCT
futech-427	89	16	𝑎t	𝑎t	NOUN
futech-427	89	17	)	)	PUNCT
futech-427	89	18	represents	represent	VERB
futech-427	89	19	the	the	DET
futech-427	89	20	action	action	NOUN
futech-427	89	21	-	-	PUNCT
futech-427	89	22	value	value	NOUN
futech-427	89	23	function	function	NOUN
futech-427	89	24	for	for	ADP
futech-427	89	25	state	state	PROPN
futech-427	89	26	st	st	PROPN
futech-427	89	27	and	and	CCONJ
futech-427	89	28	action	action	NOUN
futech-427	89	29	𝑎t	𝑎t	NOUN
futech-427	89	30	at	at	ADP
futech-427	89	31	time	time	NOUN
futech-427	89	32	step	step	PROPN
futech-427	89	33	t	t	PROPN
futech-427	89	34	,	,	PUNCT
futech-427	89	35	𝑎	𝑎	DET
futech-427	89	36	denotes	denote	NOUN
futech-427	89	37	the	the	DET
futech-427	89	38	learning	learning	NOUN
futech-427	89	39	rate	rate	NOUN
futech-427	89	40	,	,	PUNCT
futech-427	89	41	rt	rt	PROPN
futech-427	89	42	indicates	indicate	VERB
futech-427	89	43	the	the	DET
futech-427	89	44	immediate	immediate	ADJ
futech-427	89	45	reward	reward	NOUN
futech-427	89	46	,	,	PUNCT
futech-427	89	47	𝛾	𝛾	AUX
futech-427	89	48	represents	represent	VERB
futech-427	89	49	the	the	DET
futech-427	89	50	discount	discount	NOUN
futech-427	89	51	factor	factor	NOUN
futech-427	89	52	for	for	ADP
futech-427	89	53	future	future	ADJ
futech-427	89	54	rewards	reward	NOUN
futech-427	89	55	,	,	PUNCT
futech-427	89	56	and	and	CCONJ
futech-427	89	57	𝛽	𝛽	NOUN
futech-427	89	58	serves	serve	VERB
futech-427	89	59	as	as	ADP
futech-427	89	60	the	the	DET
futech-427	89	61	cultural	cultural	ADJ
futech-427	89	62	weighting	weighting	NOUN
futech-427	89	63	coefficient	coefficient	NOUN
futech-427	89	64	:	:	PUNCT
futech-427	89	65			ADJ
futech-427	89	66	1	1	NOUN
futech-427	89	67	cl	cl	NOUN
futech-427	89	68	(	(	PUNCT
futech-427	89	69	,	,	PUNCT
futech-427	89	70	)	)	PUNCT
futech-427	89	71	(	(	PUNCT
futech-427	89	72	,	,	PUNCT
futech-427	89	73	)	)	PUNCT
futech-427	89	74	max	max	PROPN
futech-427	89	75	(	(	PUNCT
futech-427	89	76	,	,	PUNCT
futech-427	89	77	)	)	PUNCT
futech-427	89	78	(	(	PUNCT
futech-427	89	79	,	,	PUNCT
futech-427	89	80	)	)	PUNCT
futech-427	89	81	(	(	PUNCT
futech-427	89	82	,	,	PUNCT
futech-427	89	83	)	)	PUNCT
futech-427	89	84	t	t	PROPN
futech-427	89	85	t	t	PROPN
futech-427	89	86	t	t	PROPN
futech-427	89	87	t	t	PROPN
futech-427	89	88	t	t	PROPN
futech-427	89	89	a	a	DET
futech-427	89	90	t	t	NOUN
futech-427	89	91	t	t	PROPN
futech-427	89	92	t	t	PROPN
futech-427	89	93	t	t	PROPN
futech-427	89	94	tq	tq	SCONJ
futech-427	89	95	s	s	VERB
futech-427	89	96	a	a	DET
futech-427	89	97	q	q	X
futech-427	89	98	s	s	VERB
futech-427	89	99	a	a	DET
futech-427	89	100	r	r	NOUN
futech-427	89	101	q	q	NOUN
futech-427	89	102	s	s	PROPN
futech-427	89	103	a	a	DET
futech-427	89	104	q	q	X
futech-427	89	105	s	s	VERB
futech-427	89	106	a	a	DET
futech-427	89	107	c	c	NOUN
futech-427	89	108	s	s	PART
futech-427	89	109	a	a	ADV
futech-427	89	110			NUM
futech-427	89	111			X
futech-427	89	112	+	+	CCONJ
futech-427	89	113			ADJ
futech-427	89	114	+	+	CCONJ
futech-427	90	1	+	+	CCONJ
futech-427	90	2	−	−	X
futech-427	91	1	+	+	CCONJ
futech-427	91	2			PROPN
futech-427	91	3	(	(	PUNCT
futech-427	91	4	1	1	NUM
futech-427	91	5	)	)	PUNCT
futech-427	91	6	the	the	DET
futech-427	91	7	cultural	cultural	ADJ
futech-427	91	8	identity	identity	NOUN
futech-427	91	9	preservation	preservation	NOUN
futech-427	91	10	component	component	NOUN
futech-427	91	11	cc1(st	cc1(st	PROPN
futech-427	91	12	,	,	PUNCT
futech-427	91	13	𝑎	𝑎	PROPN
futech-427	91	14	t	t	NOUN
futech-427	91	15	)	)	PUNCT
futech-427	91	16	guides	guide	VERB
futech-427	91	17	agent	agent	NOUN
futech-427	91	18	decision	decision	NOUN
futech-427	91	19	-	-	PUNCT
futech-427	91	20	making	making	NOUN
futech-427	91	21	toward	toward	ADP
futech-427	91	22	culturally	culturally	ADV
futech-427	91	23	sensitive	sensitive	ADJ
futech-427	91	24	outcomes	outcome	NOUN
futech-427	91	25	by	by	ADP
futech-427	91	26	quantifying	quantify	VERB
futech-427	91	27	the	the	DET
futech-427	91	28	cultural	cultural	ADJ
futech-427	91	29	impact	impact	NOUN
futech-427	91	30	of	of	ADP
futech-427	91	31	specific	specific	ADJ
futech-427	91	32	stateaction	stateaction	NOUN
futech-427	91	33	pairs	pair	NOUN
futech-427	91	34	.	.	PUNCT
futech-427	92	1	specifically	specifically	ADV
futech-427	92	2	,	,	PUNCT
futech-427	92	3	cc1(st	cc1(st	NOUN
futech-427	92	4	,	,	PUNCT
futech-427	92	5	𝑎	𝑎	PROPN
futech-427	92	6	t	t	NOUN
futech-427	92	7	)	)	PUNCT
futech-427	92	8	integrates	integrate	VERB
futech-427	92	9	architectural	architectural	ADJ
futech-427	92	10	integrity	integrity	NOUN
futech-427	92	11	,	,	PUNCT
futech-427	92	12	cultural	cultural	ADJ
futech-427	92	13	practice	practice	NOUN
futech-427	92	14	continuity	continuity	NOUN
futech-427	92	15	,	,	PUNCT
futech-427	92	16	and	and	CCONJ
futech-427	92	17	community	community	NOUN
futech-427	92	18	identity	identity	NOUN
futech-427	92	19	through	through	ADP
futech-427	92	20	weighted	weight	VERB
futech-427	92	21	aggregation	aggregation	NOUN
futech-427	92	22	:	:	PUNCT
futech-427	92	23	(	(	PUNCT
futech-427	92	24	,	,	PUNCT
futech-427	92	25	)	)	PUNCT
futech-427	92	26	0.4	0.4	NUM
futech-427	92	27	(	(	PUNCT
futech-427	92	28	,	,	PUNCT
futech-427	92	29	)	)	PUNCT
futech-427	92	30	0.35	0.35	NUM
futech-427	92	31	(	(	PUNCT
futech-427	92	32	,	,	PUNCT
futech-427	92	33	)	)	PUNCT
futech-427	92	34	0.25	0.25	NUM
futech-427	92	35	(	(	PUNCT
futech-427	92	36	,	,	PUNCT
futech-427	92	37	)	)	PUNCT
futech-427	92	38	cl	cl	NOUN
futech-427	92	39	t	t	NOUN
futech-427	92	40	t	t	PROPN
futech-427	92	41	cl	cl	NOUN
futech-427	92	42	t	t	PROPN
futech-427	92	43	t	t	PROPN
futech-427	92	44	cl	cl	NOUN
futech-427	92	45	t	t	PROPN
futech-427	92	46	t	t	PROPN
futech-427	92	47	cl	cl	NOUN
futech-427	92	48	t	t	PROPN
futech-427	93	1	tc	tc	NOUN
futech-427	93	2	s	s	VERB
futech-427	93	3	a	a	PRON
futech-427	93	4	a	a	DET
futech-427	93	5	s	s	NOUN
futech-427	93	6	a	a	DET
futech-427	93	7	p	p	X
futech-427	93	8	s	s	PROPN
futech-427	93	9	a	a	PRON
futech-427	94	1	i	i	PRON
futech-427	94	2	s	s	VERB
futech-427	94	3	a=	a=	ADJ
futech-427	95	1	+	+	X
futech-427	96	1	+	+	CCONJ
futech-427	96	2	(	(	PUNCT
futech-427	96	3	2	2	NUM
futech-427	96	4	)	)	PUNCT
futech-427	96	5	where	where	SCONJ
futech-427	96	6	ac1(st	ac1(st	PROPN
futech-427	96	7	,	,	PUNCT
futech-427	96	8	𝑎	𝑎	PROPN
futech-427	96	9	t	t	NOUN
futech-427	96	10	)	)	PUNCT
futech-427	96	11	measures	measure	NOUN
futech-427	96	12	architectural	architectural	ADJ
futech-427	96	13	preservation	preservation	NOUN
futech-427	96	14	probability	probability	NOUN
futech-427	96	15	,	,	PUNCT
futech-427	96	16	pcl(st	pcl(st	NOUN
futech-427	96	17	,	,	PUNCT
futech-427	96	18	𝑎t	𝑎t	NOUN
futech-427	96	19	)	)	PUNCT
futech-427	96	20	captures	capture	VERB
futech-427	96	21	cultural	cultural	ADJ
futech-427	96	22	practice	practice	NOUN
futech-427	96	23	sustainability	sustainability	NOUN
futech-427	96	24	,	,	PUNCT
futech-427	96	25	and	and	CCONJ
futech-427	96	26	icl(st	icl(st	NOUN
futech-427	96	27	,	,	PUNCT
futech-427	96	28	𝑎t	𝑎t	NOUN
futech-427	96	29	)	)	PUNCT
futech-427	96	30	reflects	reflect	VERB
futech-427	96	31	community	community	NOUN
futech-427	96	32	identity	identity	NOUN
futech-427	96	33	cohesion	cohesion	NOUN
futech-427	96	34	,	,	PUNCT
futech-427	96	35	with	with	SCONJ
futech-427	96	36	all	all	DET
futech-427	96	37	components	component	NOUN
futech-427	96	38	normalized	normalize	VERB
futech-427	96	39	to	to	ADP
futech-427	96	40	[	[	X
futech-427	96	41	0,1	0,1	NUM
futech-427	96	42	]	]	PUNCT
futech-427	96	43	using	use	VERB
futech-427	96	44	empirical	empirical	ADJ
futech-427	96	45	baselines	baseline	NOUN
futech-427	96	46	from	from	ADP
futech-427	96	47	section	section	NOUN
futech-427	96	48	2.1	2.1	NUM
futech-427	96	49	's	's	PART
futech-427	96	50	framework	framework	NOUN
futech-427	96	51	.	.	PUNCT
futech-427	97	1	the	the	DET
futech-427	97	2	experience	experience	NOUN
futech-427	97	3	replay	replay	NOUN
futech-427	97	4	mechanism	mechanism	NOUN
futech-427	97	5	employs	employ	VERB
futech-427	97	6	adaptive	adaptive	ADJ
futech-427	97	7	prioritized	prioritize	VERB
futech-427	97	8	sampling	sample	VERB
futech-427	97	9	strategies	strategy	NOUN
futech-427	97	10	that	that	PRON
futech-427	97	11	enhance	enhance	VERB
futech-427	97	12	explorationexploitation	explorationexploitation	NOUN
futech-427	97	13	trade	trade	NOUN
futech-427	97	14	-	-	PUNCT
futech-427	97	15	offs	off	NOUN
futech-427	97	16	through	through	ADP
futech-427	97	17	dynamic	dynamic	ADJ
futech-427	97	18	priority	priority	NOUN
futech-427	97	19	assignment	assignment	NOUN
futech-427	97	20	based	base	VERB
futech-427	97	21	on	on	ADP
futech-427	97	22	temporal	temporal	ADJ
futech-427	97	23	difference	difference	NOUN
futech-427	97	24	errors	error	NOUN
futech-427	97	25	and	and	CCONJ
futech-427	97	26	cultural	cultural	ADJ
futech-427	97	27	relevance	relevance	NOUN
futech-427	97	28	scores	score	NOUN
futech-427	97	29	[	[	X
futech-427	97	30	26	26	NUM
futech-427	97	31	]	]	PUNCT
futech-427	97	32	.	.	PUNCT
futech-427	98	1	this	this	DET
futech-427	98	2	approach	approach	NOUN
futech-427	98	3	ensures	ensure	VERB
futech-427	98	4	that	that	SCONJ
futech-427	98	5	culturally	culturally	ADV
futech-427	98	6	significant	significant	ADJ
futech-427	98	7	experiences	experience	NOUN
futech-427	98	8	receive	receive	VERB
futech-427	98	9	higher	high	ADJ
futech-427	98	10	sampling	sampling	NOUN
futech-427	98	11	probabilities	probability	NOUN
futech-427	98	12	during	during	ADP
futech-427	98	13	training	training	NOUN
futech-427	98	14	,	,	PUNCT
futech-427	98	15	accelerating	accelerate	VERB
futech-427	98	16	convergence	convergence	NOUN
futech-427	98	17	toward	toward	ADP
futech-427	98	18	preservationoriented	preservationoriente	VERB
futech-427	98	19	policies	policy	NOUN
futech-427	98	20	.	.	PUNCT
futech-427	99	1	the	the	DET
futech-427	99	2	target	target	NOUN
futech-427	99	3	network	network	NOUN
futech-427	99	4	update	update	NOUN
futech-427	99	5	strategy	strategy	NOUN
futech-427	99	6	implements	implement	VERB
futech-427	99	7	a	a	DET
futech-427	99	8	stabilized	stabilize	VERB
futech-427	99	9	off	off	ADP
futech-427	99	10	-	-	PUNCT
futech-427	99	11	policy	policy	NOUN
futech-427	99	12	learning	learning	NOUN
futech-427	99	13	approach	approach	NOUN
futech-427	99	14	that	that	PRON
futech-427	99	15	reduces	reduce	VERB
futech-427	99	16	bootstrapping	bootstrappe	VERB
futech-427	99	17	errors	error	NOUN
futech-427	99	18	inherent	inherent	ADJ
futech-427	99	19	in	in	ADP
futech-427	99	20	multi	multi	ADJ
futech-427	99	21	-	-	ADJ
futech-427	99	22	agent	agent	ADJ
futech-427	99	23	environments	environment	NOUN
futech-427	99	24	.	.	PUNCT
futech-427	100	1	the	the	DET
futech-427	100	2	loss	loss	NOUN
futech-427	100	3	function	function	NOUN
futech-427	100	4	incorporates	incorporate	VERB
futech-427	100	5	both	both	DET
futech-427	100	6	value	value	NOUN
futech-427	100	7	function	function	NOUN
futech-427	100	8	accuracy	accuracy	NOUN
futech-427	100	9	and	and	CCONJ
futech-427	100	10	cultural	cultural	ADJ
futech-427	100	11	preservation	preservation	NOUN
futech-427	100	12	effectiveness	effectiveness	NOUN
futech-427	100	13	,	,	PUNCT
futech-427	100	14	where	where	SCONJ
futech-427	100	15			PROPN
futech-427	100	16	represents	represent	VERB
futech-427	100	17	the	the	DET
futech-427	100	18	current	current	ADJ
futech-427	100	19	network	network	NOUN
futech-427	100	20	parameters	parameter	NOUN
futech-427	100	21	,	,	PUNCT
futech-427	100	22			PROPN
futech-427	100	23	−	−	PROPN
futech-427	100	24	denotes	denote	VERB
futech-427	100	25	the	the	DET
futech-427	100	26	target	target	NOUN
futech-427	100	27	network	network	NOUN
futech-427	100	28	parameters	parameter	NOUN
futech-427	100	29	,	,	PUNCT
futech-427	100	30	d	d	PRON
futech-427	100	31	indicates	indicate	VERB
futech-427	100	32	the	the	DET
futech-427	100	33	experience	experience	NOUN
futech-427	100	34	replay	replay	NOUN
futech-427	100	35	buffer	buffer	NOUN
futech-427	100	36	,	,	PUNCT
futech-427	100	37	and	and	CCONJ
futech-427	100	38			NOUN
futech-427	100	39	serves	serve	VERB
futech-427	100	40	as	as	ADP
futech-427	100	41	the	the	DET
futech-427	100	42	regularization	regularization	NOUN
futech-427	100	43	coefficient	coefficient	NOUN
futech-427	100	44	for	for	ADP
futech-427	100	45	the	the	DET
futech-427	100	46	cultural	cultural	ADJ
futech-427	100	47	loss	loss	NOUN
futech-427	100	48	component	component	NOUN
futech-427	100	49	𝐿cl(𝜃	𝐿cl(𝜃	PROPN
futech-427	100	50	):	):	PUNCT
futech-427	100	51	𝐿(𝜃	𝐿(𝜃	PROPN
futech-427	100	52	)	)	PUNCT
futech-427	100	53	=	=	SYM
futech-427	100	54	𝔼(𝑠	𝔼(𝑠	PROPN
futech-427	100	55	,	,	PUNCT
futech-427	100	56	𝑎	𝑎	NOUN
futech-427	100	57	,	,	PUNCT
futech-427	100	58	𝑟	𝑟	NOUN
futech-427	100	59	,	,	PUNCT
futech-427	100	60	𝑠	𝑠	PROPN
futech-427	100	61	′)~𝒟	′)~𝒟	VERB
futech-427	101	1	[	[	X
futech-427	101	2	(	(	PUNCT
futech-427	101	3	𝑟	𝑟	NOUN
futech-427	101	4	+	+	CCONJ
futech-427	101	5	𝛾𝑚𝑎𝑥	𝛾𝑚𝑎𝑥	NOUN
futech-427	101	6	𝑎′	𝑎′	NUM
futech-427	101	7	𝑄(𝑠	𝑄(𝑠	NOUN
futech-427	101	8	′	′	NUM
futech-427	101	9	,	,	PUNCT
futech-427	101	10	𝑎′	𝑎′	NUM
futech-427	101	11	;	;	PUNCT
futech-427	101	12	𝜃−	𝜃−	PROPN
futech-427	101	13	)	)	PUNCT
futech-427	101	14	−	−	PROPN
futech-427	102	1	𝑄(𝑠	𝑄(𝑠	NUM
futech-427	102	2	,	,	PUNCT
futech-427	102	3	𝑎	𝑎	NOUN
futech-427	102	4	;	;	PUNCT
futech-427	102	5	𝜃	𝜃	X
futech-427	102	6	)	)	PUNCT
futech-427	102	7	)	)	PUNCT
futech-427	102	8	2	2	NUM
futech-427	102	9	]	]	PUNCT
futech-427	103	1	+	+	CCONJ
futech-427	103	2	𝜆	𝜆	DET
futech-427	103	3	⋅	⋅	PROPN
futech-427	103	4	𝐿cl(𝜃	𝐿cl(𝜃	PROPN
futech-427	103	5	)	)	PUNCT
futech-427	103	6	(	(	PUNCT
futech-427	103	7	3	3	X
futech-427	103	8	)	)	PUNCT
futech-427	103	9	policy	policy	NOUN
futech-427	103	10	gradient	gradient	NOUN
futech-427	103	11	methods	method	NOUN
futech-427	103	12	complement	complement	VERB
futech-427	103	13	the	the	DET
futech-427	103	14	value	value	NOUN
futech-427	103	15	-	-	PUNCT
futech-427	103	16	based	base	VERB
futech-427	103	17	approach	approach	NOUN
futech-427	103	18	through	through	ADP
futech-427	103	19	actor	actor	NOUN
futech-427	103	20	-	-	PUNCT
futech-427	103	21	critic	critic	NOUN
futech-427	103	22	architectures	architecture	NOUN
futech-427	103	23	that	that	PRON
futech-427	103	24	optimize	optimize	VERB
futech-427	103	25	multi	multi	ADJ
futech-427	103	26	-	-	ADJ
futech-427	103	27	objective	objective	ADJ
futech-427	103	28	policies	policy	NOUN
futech-427	103	29	.	.	PUNCT
futech-427	104	1	bootstrapping	bootstrappe	VERB
futech-427	104	2	error	error	NOUN
futech-427	104	3	reduction	reduction	NOUN
futech-427	104	4	techniques	technique	NOUN
futech-427	104	5	stabilize	stabilize	VERB
futech-427	104	6	learning	learn	VERB
futech-427	104	7	in	in	ADP
futech-427	104	8	the	the	DET
futech-427	104	9	multi	multi	ADJ
futech-427	104	10	-	-	ADJ
futech-427	104	11	agent	agent	ADJ
futech-427	104	12	setting	setting	NOUN
futech-427	104	13	by	by	ADP
futech-427	104	14	constraining	constrain	VERB
futech-427	104	15	policy	policy	NOUN
futech-427	104	16	updates	update	NOUN
futech-427	104	17	within	within	ADP
futech-427	104	18	confidence	confidence	NOUN
futech-427	104	19	bounds	bound	NOUN
futech-427	104	20	[	[	X
futech-427	104	21	27	27	NUM
futech-427	104	22	]	]	PUNCT
futech-427	104	23	.	.	PUNCT
futech-427	105	1	the	the	DET
futech-427	105	2	urbanization	urbanization	NOUN
futech-427	105	3	adaptation	adaptation	NOUN
futech-427	105	4	mechanism	mechanism	NOUN
futech-427	105	5	implements	implement	VERB
futech-427	105	6	online	online	ADJ
futech-427	105	7	learning	learn	VERB
futech-427	105	8	protocols	protocol	NOUN
futech-427	105	9	that	that	PRON
futech-427	105	10	continuously	continuously	ADV
futech-427	105	11	adjust	adjust	VERB
futech-427	105	12	agent	agent	NOUN
futech-427	105	13	behaviors	behavior	NOUN
futech-427	105	14	based	base	VERB
futech-427	105	15	on	on	ADP
futech-427	105	16	evolving	evolve	VERB
futech-427	105	17	environmental	environmental	ADJ
futech-427	105	18	conditions	condition	NOUN
futech-427	105	19	,	,	PUNCT
futech-427	105	20	enabling	enable	VERB
futech-427	105	21	dynamic	dynamic	ADJ
futech-427	105	22	responses	response	NOUN
futech-427	105	23	to	to	PART
futech-427	105	24	change	change	VERB
futech-427	105	25	urban	urban	ADJ
futech-427	105	26	development	development	NOUN
futech-427	105	27	pressures	pressure	NOUN
futech-427	105	28	while	while	SCONJ
futech-427	105	29	maintaining	maintain	VERB
futech-427	105	30	cultural	cultural	ADJ
futech-427	105	31	preservation	preservation	NOUN
futech-427	105	32	priorities	priority	NOUN
futech-427	105	33	through	through	ADP
futech-427	105	34	incremental	incremental	ADJ
futech-427	105	35	learning	learning	NOUN
futech-427	105	36	strategies	strategy	NOUN
futech-427	105	37	.	.	PUNCT
futech-427	106	1	3	3	X
futech-427	106	2	.	.	NOUN
futech-427	106	3	results	result	VERB
futech-427	106	4	3.1	3.1	NUM
futech-427	106	5	ai	ai	NOUN
futech-427	106	6	algorithm	algorithm	NOUN
futech-427	106	7	performance	performance	NOUN
futech-427	106	8	and	and	CCONJ
futech-427	106	9	deep	deep	ADJ
futech-427	106	10	learning	learning	NOUN
futech-427	106	11	model	model	NOUN
futech-427	106	12	evaluation	evaluation	NOUN
futech-427	106	13	the	the	DET
futech-427	106	14	proposed	propose	VERB
futech-427	106	15	cultural	cultural	ADJ
futech-427	106	16	identity	identity	NOUN
futech-427	106	17	-	-	PUNCT
futech-427	106	18	oriented	orient	VERB
futech-427	106	19	multi	multi	ADJ
futech-427	106	20	-	-	ADJ
futech-427	106	21	agent	agent	ADJ
futech-427	106	22	reinforcement	reinforcement	NOUN
futech-427	106	23	learning	learning	NOUN
futech-427	106	24	framework	framework	NOUN
futech-427	106	25	demonstrates	demonstrate	VERB
futech-427	106	26	convergence	convergence	NOUN
futech-427	106	27	characteristics	characteristic	NOUN
futech-427	106	28	,	,	PUNCT
futech-427	106	29	achieving	achieve	VERB
futech-427	106	30	89.3	89.3	NUM
futech-427	106	31	%	%	NOUN
futech-427	106	32	accuracy	accuracy	NOUN
futech-427	106	33	within	within	ADP
futech-427	106	34	900	900	NUM
futech-427	106	35	training	training	NOUN
futech-427	106	36	episodes	episode	NOUN
futech-427	106	37	.	.	PUNCT
futech-427	107	1	figure	figure	VERB
futech-427	107	2	2	2	NUM
futech-427	107	3	presents	present	VERB
futech-427	107	4	the	the	DET
futech-427	107	5	comprehensive	comprehensive	ADJ
futech-427	107	6	evaluation	evaluation	NOUN
futech-427	107	7	results	result	NOUN
futech-427	107	8	of	of	ADP
futech-427	107	9	the	the	DET
futech-427	107	10	multi	multi	ADJ
futech-427	107	11	-	-	ADJ
futech-427	107	12	agent	agent	ADJ
futech-427	107	13	deep	deep	ADJ
futech-427	107	14	reinforcement	reinforcement	NOUN
futech-427	107	15	learning	learning	NOUN
futech-427	107	16	algorithm	algorithm	NOUN
futech-427	107	17	's	's	PART
futech-427	107	18	performance	performance	NOUN
futech-427	107	19	.	.	PUNCT
futech-427	108	1	neural	neural	ADJ
futech-427	108	2	network	network	NOUN
futech-427	108	3	loss	loss	NOUN
futech-427	108	4	function	function	NOUN
futech-427	108	5	analysis	analysis	NOUN
futech-427	108	6	,	,	PUNCT
futech-427	108	7	as	as	SCONJ
futech-427	108	8	illustrated	illustrate	VERB
futech-427	108	9	in	in	ADP
futech-427	108	10	figure	figure	NOUN
futech-427	108	11	2(a	2(a	NUM
futech-427	108	12	)	)	PUNCT
futech-427	108	13	,	,	PUNCT
futech-427	108	14	reveals	reveal	VERB
futech-427	108	15	distinct	distinct	ADJ
futech-427	108	16	optimization	optimization	NOUN
futech-427	108	17	trajectories	trajectory	NOUN
futech-427	108	18	for	for	ADP
futech-427	108	19	each	each	DET
futech-427	108	20	agent	agent	NOUN
futech-427	108	21	category	category	NOUN
futech-427	108	22	,	,	PUNCT
futech-427	108	23	with	with	ADP
futech-427	108	24	cultural	cultural	ADJ
futech-427	108	25	experts	expert	NOUN
futech-427	108	26	achieving	achieve	VERB
futech-427	108	27	convergence	convergence	NOUN
futech-427	108	28	within	within	ADP
futech-427	108	29	600	600	NUM
futech-427	108	30	episodes	episode	NOUN
futech-427	108	31	,	,	PUNCT
futech-427	108	32	showing	show	VERB
futech-427	108	33	exponential	exponential	ADJ
futech-427	108	34	decay	decay	NOUN
futech-427	108	35	from	from	ADP
futech-427	108	36	initial	initial	ADJ
futech-427	108	37	loss	loss	NOUN
futech-427	108	38	values	value	NOUN
futech-427	108	39	of	of	ADP
futech-427	108	40	2.1	2.1	NUM
futech-427	108	41	to	to	ADP
futech-427	108	42	final	final	ADJ
futech-427	108	43	convergence	convergence	NOUN
futech-427	108	44	at	at	ADP
futech-427	108	45	0.2	0.2	NUM
futech-427	108	46	.	.	PUNCT
futech-427	109	1	government	government	NOUN
futech-427	109	2	agents	agent	NOUN
futech-427	109	3	demonstrate	demonstrate	VERB
futech-427	109	4	consistent	consistent	ADJ
futech-427	109	5	convergence	convergence	NOUN
futech-427	109	6	patterns	pattern	NOUN
futech-427	109	7	reaching	reach	VERB
futech-427	109	8	stability	stability	NOUN
futech-427	109	9	at	at	ADP
futech-427	109	10	700	700	NUM
futech-427	109	11	episodes	episode	NOUN
futech-427	109	12	,	,	PUNCT
futech-427	109	13	while	while	SCONJ
futech-427	109	14	local	local	ADJ
futech-427	109	15	residents	resident	NOUN
futech-427	109	16	achieve	achieve	VERB
futech-427	109	17	convergence	convergence	NOUN
futech-427	109	18	at	at	ADP
futech-427	109	19	800	800	NUM
futech-427	109	20	episodes	episode	NOUN
futech-427	109	21	with	with	ADP
futech-427	109	22	final	final	ADJ
futech-427	109	23	loss	loss	NOUN
futech-427	109	24	values	value	NOUN
futech-427	109	25	of	of	ADP
futech-427	109	26	0.3	0.3	NUM
futech-427	109	27	.	.	PUNCT
futech-427	110	1	developer	developer	NOUN
futech-427	110	2	agents	agent	NOUN
futech-427	110	3	require	require	VERB
futech-427	110	4	the	the	DET
futech-427	110	5	longest	long	ADJ
futech-427	110	6	convergence	convergence	NOUN
futech-427	110	7	period	period	NOUN
futech-427	110	8	at	at	ADP
futech-427	110	9	900	900	NUM
futech-427	110	10	episodes	episode	NOUN
futech-427	110	11	,	,	PUNCT
futech-427	110	12	reflecting	reflect	VERB
futech-427	110	13	the	the	DET
futech-427	110	14	inherent	inherent	ADJ
futech-427	110	15	complexity	complexity	NOUN
futech-427	110	16	of	of	ADP
futech-427	110	17	balancing	balance	VERB
futech-427	110	18	economic	economic	ADJ
futech-427	110	19	optimization	optimization	NOUN
futech-427	110	20	objectives	objective	NOUN
futech-427	110	21	with	with	ADP
futech-427	110	22	heritage	heritage	NOUN
futech-427	110	23	preservation	preservation	NOUN
futech-427	110	24	constraints	constraint	NOUN
futech-427	110	25	.	.	PUNCT
futech-427	111	1	the	the	DET
futech-427	111	2	differential	differential	ADJ
futech-427	111	3	convergence	convergence	NOUN
futech-427	111	4	patterns	pattern	NOUN
futech-427	111	5	indicate	indicate	VERB
futech-427	111	6	that	that	SCONJ
futech-427	111	7	structured	structured	ADJ
futech-427	111	8	decision	decision	NOUN
futech-427	111	9	-	-	PUNCT
futech-427	111	10	making	make	VERB
futech-427	111	11	processes	process	NOUN
futech-427	111	12	,	,	PUNCT
futech-427	111	13	such	such	ADJ
futech-427	111	14	as	as	ADP
futech-427	111	15	those	those	PRON
futech-427	111	16	employed	employ	VERB
futech-427	111	17	by	by	ADP
futech-427	111	18	cultural	cultural	ADJ
futech-427	111	19	experts	expert	NOUN
futech-427	111	20	,	,	PUNCT
futech-427	111	21	facilitate	facilitate	VERB
futech-427	111	22	more	more	ADV
futech-427	111	23	efficient	efficient	ADJ
futech-427	111	24	policy	policy	NOUN
futech-427	111	25	learning	learning	NOUN
futech-427	111	26	compared	compare	VERB
futech-427	111	27	to	to	ADP
futech-427	111	28	multi	multi	ADJ
futech-427	111	29	-	-	ADJ
futech-427	111	30	objective	objective	ADJ
futech-427	111	31	scenarios	scenario	NOUN
futech-427	111	32	encountered	encounter	VERB
futech-427	111	33	by	by	ADP
futech-427	111	34	developer	developer	NOUN
futech-427	111	35	agents	agent	NOUN
futech-427	111	36	.	.	PUNCT
futech-427	112	1	figure	figure	NOUN
futech-427	112	2	2	2	NUM
futech-427	112	3	.	.	PUNCT
futech-427	113	1	multi	multi	ADJ
futech-427	113	2	-	-	ADJ
futech-427	113	3	agent	agent	ADJ
futech-427	113	4	deep	deep	ADJ
futech-427	113	5	reinforcement	reinforcement	NOUN
futech-427	113	6	learning	learning	NOUN
futech-427	113	7	algorithm	algorithm	NOUN
futech-427	113	8	performance	performance	NOUN
futech-427	113	9	and	and	CCONJ
futech-427	113	10	model	model	NOUN
futech-427	113	11	evaluation	evaluation	NOUN
futech-427	113	12	(	(	PUNCT
futech-427	113	13	a	a	X
futech-427	113	14	)	)	PUNCT
futech-427	113	15	neural	neural	ADJ
futech-427	113	16	network	network	NOUN
futech-427	113	17	loss	loss	NOUN
futech-427	113	18	function	function	NOUN
futech-427	113	19	convergence	convergence	NOUN
futech-427	113	20	curves	curve	NOUN
futech-427	113	21	,	,	PUNCT
futech-427	113	22	(	(	PUNCT
futech-427	113	23	b	b	X
futech-427	113	24	)	)	PUNCT
futech-427	113	25	agent	agent	NOUN
futech-427	113	26	learning	learning	NOUN
futech-427	113	27	trajectory	trajectory	PROPN
futech-427	113	28	comparison	comparison	NOUN
futech-427	113	29	,	,	PUNCT
futech-427	113	30	(	(	PUNCT
futech-427	113	31	c	c	X
futech-427	113	32	)	)	PUNCT
futech-427	113	33	performance	performance	NOUN
futech-427	113	34	comparison	comparison	NOUN
futech-427	113	35	with	with	ADP
futech-427	113	36	traditional	traditional	ADJ
futech-427	113	37	machine	machine	NOUN
futech-427	113	38	learning	learning	NOUN
futech-427	113	39	methods	method	NOUN
futech-427	113	40	,	,	PUNCT
futech-427	113	41	(	(	PUNCT
futech-427	113	42	d	d	X
futech-427	113	43	)	)	PUNCT
futech-427	113	44	model	model	NOUN
futech-427	113	45	accuracy	accuracy	NOUN
futech-427	113	46	assessment	assessment	NOUN
futech-427	113	47	indicators	indicator	NOUN
futech-427	113	48	analysis	analysis	VERB
futech-427	113	49	the	the	DET
futech-427	113	50	agent	agent	NOUN
futech-427	113	51	learning	learn	VERB
futech-427	113	52	trajectory	trajectory	NOUN
futech-427	113	53	comparison	comparison	NOUN
futech-427	113	54	shows	show	VERB
futech-427	113	55	an	an	DET
futech-427	113	56	incremental	incremental	ADJ
futech-427	113	57	improvement	improvement	NOUN
futech-427	113	58	across	across	ADP
futech-427	113	59	all	all	DET
futech-427	113	60	stakeholder	stakeholder	NOUN
futech-427	113	61	categories	category	NOUN
futech-427	113	62	as	as	SCONJ
futech-427	113	63	illustrated	illustrate	VERB
futech-427	113	64	in	in	ADP
futech-427	113	65	figure	figure	NOUN
futech-427	113	66	2(b	2(b	NUM
futech-427	113	67	)	)	PUNCT
futech-427	113	68	.	.	PUNCT
futech-427	114	1	cultural	cultural	ADJ
futech-427	114	2	expert	expert	NOUN
futech-427	114	3	agents	agent	NOUN
futech-427	114	4	maintain	maintain	VERB
futech-427	114	5	85	85	NUM
futech-427	114	6	%	%	NOUN
futech-427	114	7	effectiveness	effectiveness	NOUN
futech-427	114	8	by	by	ADP
futech-427	114	9	the	the	DET
futech-427	114	10	2000th	2000th	ADJ
futech-427	114	11	episode	episode	NOUN
futech-427	114	12	,	,	PUNCT
futech-427	114	13	and	and	CCONJ
futech-427	114	14	demonstrate	demonstrate	VERB
futech-427	114	15	consistent	consistent	ADJ
futech-427	114	16	improvement	improvement	NOUN
futech-427	114	17	with	with	ADP
futech-427	114	18	minimal	minimal	ADJ
futech-427	114	19	variance	variance	NOUN
futech-427	114	20	in	in	ADP
futech-427	114	21	earlier	early	ADJ
futech-427	114	22	phases	phase	NOUN
futech-427	114	23	.	.	PUNCT
futech-427	115	1	local	local	ADJ
futech-427	115	2	resident	resident	ADJ
futech-427	115	3	agents	agent	NOUN
futech-427	115	4	exhibit	exhibit	VERB
futech-427	115	5	steady	steady	ADJ
futech-427	115	6	improvement	improvement	NOUN
futech-427	115	7	,	,	PUNCT
futech-427	115	8	reaching	reach	VERB
futech-427	115	9	75	75	NUM
futech-427	115	10	%	%	NOUN
futech-427	115	11	effectiveness	effectiveness	NOUN
futech-427	115	12	,	,	PUNCT
futech-427	115	13	government	government	NOUN
futech-427	115	14	agents	agent	NOUN
futech-427	115	15	attain	attain	VERB
futech-427	115	16	65	65	NUM
futech-427	115	17	%	%	NOUN
futech-427	115	18	performance	performance	NOUN
futech-427	115	19	levels	level	NOUN
futech-427	115	20	through	through	ADP
futech-427	115	21	structured	structured	ADJ
futech-427	115	22	policy	policy	NOUN
futech-427	115	23	evaluation	evaluation	NOUN
futech-427	115	24	processes	process	NOUN
futech-427	115	25	,	,	PUNCT
futech-427	115	26	and	and	CCONJ
futech-427	115	27	developer	developer	NOUN
futech-427	115	28	agents	agent	NOUN
futech-427	115	29	achieve	achieve	VERB
futech-427	115	30	55	55	NUM
futech-427	115	31	%	%	NOUN
futech-427	115	32	optimization	optimization	NOUN
futech-427	115	33	efficiency	efficiency	NOUN
futech-427	115	34	despite	despite	SCONJ
futech-427	115	35	facing	face	VERB
futech-427	115	36	complex	complex	ADJ
futech-427	115	37	multi	multi	ADJ
futech-427	115	38	-	-	ADJ
futech-427	115	39	objective	objective	ADJ
futech-427	115	40	constraints	constraint	NOUN
futech-427	115	41	.	.	PUNCT
futech-427	116	1	the	the	DET
futech-427	116	2	learning	learn	VERB
futech-427	116	3	curves	curve	NOUN
futech-427	116	4	display	display	VERB
futech-427	116	5	characteristic	characteristic	ADJ
futech-427	116	6	s	s	NOUN
futech-427	116	7	-	-	PUNCT
futech-427	116	8	shaped	shape	VERB
futech-427	116	9	growth	growth	NOUN
futech-427	116	10	patterns	pattern	NOUN
futech-427	116	11	typical	typical	ADJ
futech-427	116	12	of	of	ADP
futech-427	116	13	reinforcement	reinforcement	NOUN
futech-427	116	14	learning	learning	NOUN
futech-427	116	15	algorithms	algorithm	NOUN
futech-427	116	16	,	,	PUNCT
futech-427	116	17	with	with	ADP
futech-427	116	18	rapid	rapid	ADJ
futech-427	116	19	initial	initial	ADJ
futech-427	116	20	improvement	improvement	NOUN
futech-427	116	21	followed	follow	VERB
futech-427	116	22	by	by	ADP
futech-427	116	23	gradual	gradual	ADJ
futech-427	116	24	convergence	convergence	NOUN
futech-427	116	25	toward	toward	ADP
futech-427	116	26	optimal	optimal	ADJ
futech-427	116	27	policies	policy	NOUN
futech-427	116	28	.	.	PUNCT
futech-427	117	1	the	the	DET
futech-427	117	2	performance	performance	NOUN
futech-427	117	3	differentiation	differentiation	NOUN
futech-427	117	4	reflects	reflect	VERB
futech-427	117	5	each	each	DET
futech-427	117	6	agent	agent	NOUN
futech-427	117	7	's	's	PART
futech-427	117	8	specialized	specialized	ADJ
futech-427	117	9	role	role	NOUN
futech-427	117	10	within	within	ADP
futech-427	117	11	the	the	DET
futech-427	117	12	heritage	heritage	NOUN
futech-427	117	13	preservation	preservation	NOUN
futech-427	117	14	ecosystem	ecosystem	NOUN
futech-427	117	15	,	,	PUNCT
futech-427	117	16	with	with	ADP
futech-427	117	17	cultural	cultural	ADJ
futech-427	117	18	considerations	consideration	NOUN
futech-427	117	19	serving	serve	VERB
futech-427	117	20	x.	x.	PROPN
futech-427	117	21	qian	qian	PROPN
futech-427	117	22	et	et	PROPN
futech-427	117	23	al	al	PROPN
futech-427	117	24	.	.	PROPN
futech-427	117	25	/future	/future	PUNCT
futech-427	117	26	technology	technology	PROPN
futech-427	117	27	november	november	PROPN
futech-427	117	28	2025|	2025|	NUM
futech-427	117	29	volume	volume	NOUN
futech-427	117	30	04	04	NUM
futech-427	118	1	|	|	ADV
futech-427	118	2	issue	issue	VERB
futech-427	118	3	04	04	NUM
futech-427	119	1	|	|	CCONJ
futech-427	119	2	pages	page	VERB
futech-427	119	3	33	33	NUM
futech-427	119	4	-	-	SYM
futech-427	119	5	42	42	NUM
futech-427	119	6	37	37	NUM
futech-427	119	7	as	as	ADP
futech-427	119	8	the	the	DET
futech-427	119	9	primary	primary	ADJ
futech-427	119	10	coordination	coordination	NOUN
futech-427	119	11	mechanism	mechanism	NOUN
futech-427	119	12	.	.	PUNCT
futech-427	120	1	comparative	comparative	ADJ
futech-427	120	2	performance	performance	NOUN
futech-427	120	3	evaluation	evaluation	NOUN
futech-427	120	4	against	against	ADP
futech-427	120	5	traditional	traditional	ADJ
futech-427	120	6	machine	machine	NOUN
futech-427	120	7	learning	learn	VERB
futech-427	120	8	methods	method	NOUN
futech-427	120	9	reveals	reveal	VERB
futech-427	120	10	15	15	NUM
futech-427	120	11	-	-	SYM
futech-427	120	12	25	25	NUM
futech-427	120	13	percentage	percentage	NOUN
futech-427	120	14	point	point	NOUN
futech-427	120	15	improvements	improvement	NOUN
futech-427	120	16	of	of	ADP
futech-427	120	17	the	the	DET
futech-427	120	18	proposed	propose	VERB
futech-427	120	19	multi	multi	ADJ
futech-427	120	20	-	-	ADJ
futech-427	120	21	agent	agent	ADJ
futech-427	120	22	approach	approach	NOUN
futech-427	120	23	across	across	ADP
futech-427	120	24	all	all	DET
futech-427	120	25	evaluation	evaluation	NOUN
futech-427	120	26	metrics	metric	NOUN
futech-427	120	27	,	,	PUNCT
futech-427	120	28	as	as	SCONJ
futech-427	120	29	demonstrated	demonstrate	VERB
futech-427	120	30	in	in	ADP
futech-427	120	31	figure	figure	NOUN
futech-427	120	32	2(c	2(c	NUM
futech-427	120	33	)	)	PUNCT
futech-427	120	34	.	.	PUNCT
futech-427	121	1	the	the	DET
futech-427	121	2	framework	framework	NOUN
futech-427	121	3	achieves	achieve	VERB
futech-427	121	4	89.3	89.3	NUM
futech-427	121	5	%	%	NOUN
futech-427	121	6	accuracy	accuracy	NOUN
futech-427	121	7	with	with	ADP
futech-427	121	8	narrow	narrow	ADJ
futech-427	121	9	confidence	confidence	NOUN
futech-427	121	10	intervals	interval	NOUN
futech-427	121	11	indicating	indicate	VERB
futech-427	121	12	statistical	statistical	ADJ
futech-427	121	13	reliability	reliability	NOUN
futech-427	121	14	,	,	PUNCT
futech-427	121	15	representing	represent	VERB
futech-427	121	16	17.2	17.2	NUM
futech-427	121	17	percentage	percentage	NOUN
futech-427	121	18	point	point	NOUN
futech-427	121	19	improvements	improvement	NOUN
futech-427	121	20	over	over	ADP
futech-427	121	21	single	single	ADJ
futech-427	121	22	-	-	PUNCT
futech-427	121	23	agent	agent	NOUN
futech-427	121	24	dqn	dqn	NOUN
futech-427	121	25	methods	method	NOUN
futech-427	121	26	at	at	ADP
futech-427	121	27	72.1	72.1	NUM
futech-427	121	28	%	%	NOUN
futech-427	121	29	,	,	PUNCT
futech-427	121	30	decision	decision	NOUN
futech-427	121	31	tree	tree	NOUN
futech-427	121	32	approaches	approach	NOUN
futech-427	121	33	at	at	ADP
futech-427	121	34	66.7	66.7	NUM
futech-427	121	35	%	%	NOUN
futech-427	121	36	,	,	PUNCT
futech-427	121	37	support	support	VERB
futech-427	121	38	vector	vector	NOUN
futech-427	121	39	machines	machine	NOUN
futech-427	121	40	at	at	ADP
futech-427	121	41	70.4	70.4	NUM
futech-427	121	42	%	%	NOUN
futech-427	121	43	,	,	PUNCT
futech-427	121	44	random	random	ADJ
futech-427	121	45	forest	forest	NOUN
futech-427	121	46	algorithms	algorithm	NOUN
futech-427	121	47	at	at	ADP
futech-427	121	48	75.8	75.8	NUM
futech-427	121	49	%	%	NOUN
futech-427	121	50	,	,	PUNCT
futech-427	121	51	and	and	CCONJ
futech-427	121	52	neural	neural	ADJ
futech-427	121	53	network	network	NOUN
futech-427	121	54	ensemble	ensemble	ADJ
futech-427	121	55	methods	method	NOUN
futech-427	121	56	at	at	ADP
futech-427	121	57	78.2	78.2	NUM
futech-427	121	58	%	%	NOUN
futech-427	121	59	.	.	PUNCT
futech-427	122	1	the	the	DET
futech-427	122	2	confidence	confidence	NOUN
futech-427	122	3	intervals	interval	NOUN
futech-427	122	4	demonstrate	demonstrate	VERB
futech-427	122	5	statistical	statistical	ADJ
futech-427	122	6	significance	significance	NOUN
futech-427	122	7	of	of	ADP
futech-427	122	8	performance	performance	NOUN
futech-427	122	9	improvements	improvement	NOUN
futech-427	122	10	,	,	PUNCT
futech-427	122	11	with	with	ADP
futech-427	122	12	the	the	DET
futech-427	122	13	proposed	propose	VERB
futech-427	122	14	method	method	NOUN
futech-427	122	15	showing	show	VERB
futech-427	122	16	consistently	consistently	ADV
futech-427	122	17	higher	high	ADJ
futech-427	122	18	results	result	NOUN
futech-427	122	19	across	across	ADP
futech-427	122	20	all	all	DET
futech-427	122	21	comparison	comparison	NOUN
futech-427	122	22	categories	category	NOUN
futech-427	122	23	.	.	PUNCT
futech-427	123	1	traditional	traditional	ADJ
futech-427	123	2	rule	rule	NOUN
futech-427	123	3	-	-	PUNCT
futech-427	123	4	based	base	VERB
futech-427	123	5	approaches	approach	NOUN
futech-427	123	6	exhibit	exhibit	VERB
futech-427	123	7	the	the	DET
futech-427	123	8	lowest	low	ADJ
futech-427	123	9	performance	performance	NOUN
futech-427	123	10	at	at	ADP
futech-427	123	11	61.3	61.3	NUM
futech-427	123	12	%	%	NOUN
futech-427	123	13	,	,	PUNCT
futech-427	123	14	highlighting	highlight	VERB
futech-427	123	15	the	the	DET
futech-427	123	16	limitations	limitation	NOUN
futech-427	123	17	of	of	ADP
futech-427	123	18	conventional	conventional	ADJ
futech-427	123	19	heritage	heritage	NOUN
futech-427	123	20	preservation	preservation	NOUN
futech-427	123	21	methodologies	methodology	NOUN
futech-427	123	22	in	in	ADP
futech-427	123	23	complex	complex	ADJ
futech-427	123	24	multi	multi	ADJ
futech-427	123	25	-	-	ADJ
futech-427	123	26	stakeholder	stakeholder	ADJ
futech-427	123	27	environments	environment	NOUN
futech-427	123	28	.	.	PUNCT
futech-427	124	1	model	model	NOUN
futech-427	124	2	accuracy	accuracy	NOUN
futech-427	124	3	assessment	assessment	NOUN
futech-427	124	4	across	across	ADP
futech-427	124	5	multiple	multiple	ADJ
futech-427	124	6	evaluation	evaluation	NOUN
futech-427	124	7	dimensions	dimension	NOUN
futech-427	124	8	,	,	PUNCT
futech-427	124	9	as	as	SCONJ
futech-427	124	10	presented	present	VERB
futech-427	124	11	in	in	ADP
futech-427	124	12	figure	figure	NOUN
futech-427	124	13	2(d	2(d	NUM
futech-427	124	14	)	)	PUNCT
futech-427	124	15	,	,	PUNCT
futech-427	124	16	indicates	indicate	VERB
futech-427	124	17	the	the	DET
futech-427	124	18	framework	framework	NOUN
futech-427	124	19	achieves	achieve	VERB
futech-427	124	20	89.3	89.3	NUM
futech-427	124	21	%	%	NOUN
futech-427	124	22	accuracy	accuracy	NOUN
futech-427	124	23	,	,	PUNCT
futech-427	124	24	90.1	90.1	NUM
futech-427	124	25	%	%	NOUN
futech-427	124	26	precision	precision	NOUN
futech-427	124	27	,	,	PUNCT
futech-427	124	28	88.7	88.7	NUM
futech-427	124	29	%	%	NOUN
futech-427	124	30	recall	recall	NOUN
futech-427	124	31	,	,	PUNCT
futech-427	124	32	and	and	CCONJ
futech-427	124	33	89.4	89.4	NUM
futech-427	124	34	%	%	NOUN
futech-427	124	35	f1	f1	NOUN
futech-427	124	36	-	-	PUNCT
futech-427	124	37	score	score	NOUN
futech-427	124	38	.	.	PUNCT
futech-427	125	1	the	the	DET
futech-427	125	2	provided	provide	VERB
futech-427	125	3	performance	performance	NOUN
futech-427	125	4	metrics	metric	NOUN
futech-427	125	5	with	with	ADP
futech-427	125	6	their	their	PRON
futech-427	125	7	associated	associated	ADJ
futech-427	125	8	confidence	confidence	NOUN
futech-427	125	9	intervals	interval	NOUN
futech-427	125	10	serve	serve	VERB
futech-427	125	11	as	as	ADP
futech-427	125	12	an	an	DET
futech-427	125	13	indicator	indicator	NOUN
futech-427	125	14	of	of	ADP
futech-427	125	15	the	the	DET
futech-427	125	16	statistical	statistical	ADJ
futech-427	125	17	consistency	consistency	NOUN
futech-427	125	18	of	of	ADP
futech-427	125	19	the	the	DET
futech-427	125	20	gains	gain	NOUN
futech-427	125	21	in	in	ADP
futech-427	125	22	performance	performance	NOUN
futech-427	125	23	.	.	PUNCT
futech-427	126	1	the	the	DET
futech-427	126	2	proposed	propose	VERB
futech-427	126	3	framework	framework	NOUN
futech-427	126	4	demonstrated	demonstrate	VERB
futech-427	126	5	very	very	ADV
futech-427	126	6	low	low	ADJ
futech-427	126	7	inconsistency	inconsistency	NOUN
futech-427	126	8	across	across	ADP
futech-427	126	9	various	various	ADJ
futech-427	126	10	performance	performance	NOUN
futech-427	126	11	metrics	metric	NOUN
futech-427	126	12	within	within	ADP
futech-427	126	13	the	the	DET
futech-427	126	14	given	give	VERB
futech-427	126	15	measures	measure	NOUN
futech-427	126	16	.	.	PUNCT
futech-427	127	1	the	the	DET
futech-427	127	2	baseline	baseline	ADJ
futech-427	127	3	methods	method	NOUN
futech-427	127	4	suffer	suffer	VERB
futech-427	127	5	significantly	significantly	ADV
futech-427	127	6	lower	low	ADJ
futech-427	127	7	performance	performance	NOUN
futech-427	127	8	along	along	ADP
futech-427	127	9	with	with	ADP
futech-427	127	10	a	a	DET
futech-427	127	11	higher	high	ADJ
futech-427	127	12	degree	degree	NOUN
futech-427	127	13	of	of	ADP
futech-427	127	14	uncertainty	uncertainty	NOUN
futech-427	127	15	,	,	PUNCT
futech-427	127	16	especially	especially	ADV
futech-427	127	17	in	in	ADP
futech-427	127	18	recall	recall	NOUN
futech-427	127	19	metrics	metric	NOUN
futech-427	127	20	,	,	PUNCT
futech-427	127	21	which	which	PRON
futech-427	127	22	have	have	VERB
futech-427	127	23	a	a	DET
futech-427	127	24	difference	difference	NOUN
futech-427	127	25	of	of	ADP
futech-427	127	26	about	about	ADV
futech-427	127	27	18	18	NUM
futech-427	127	28	percentage	percentage	NOUN
futech-427	127	29	points	point	NOUN
futech-427	127	30	.	.	PUNCT
futech-427	128	1	this	this	DET
futech-427	128	2	observation	observation	NOUN
futech-427	128	3	,	,	PUNCT
futech-427	128	4	along	along	ADP
futech-427	128	5	with	with	ADP
futech-427	128	6	the	the	DET
futech-427	128	7	proposed	propose	VERB
futech-427	128	8	framework	framework	NOUN
futech-427	128	9	's	's	PART
futech-427	128	10	ability	ability	NOUN
futech-427	128	11	to	to	PART
futech-427	128	12	more	more	ADV
futech-427	128	13	accurately	accurately	ADV
futech-427	128	14	identify	identify	VERB
futech-427	128	15	critical	critical	ADJ
futech-427	128	16	heritage	heritage	NOUN
futech-427	128	17	preservation	preservation	NOUN
futech-427	128	18	as	as	ADV
futech-427	128	19	well	well	ADV
futech-427	128	20	as	as	ADP
futech-427	128	21	stakeholder	stakeholder	NOUN
futech-427	128	22	coordination	coordination	NOUN
futech-427	128	23	situations	situation	NOUN
futech-427	128	24	,	,	PUNCT
futech-427	128	25	signifies	signify	VERB
futech-427	128	26	the	the	DET
futech-427	128	27	strength	strength	NOUN
futech-427	128	28	of	of	ADP
futech-427	128	29	the	the	DET
futech-427	128	30	proposed	propose	VERB
futech-427	128	31	framework	framework	NOUN
futech-427	128	32	.	.	PUNCT
futech-427	129	1	table	table	NOUN
futech-427	129	2	2	2	NUM
futech-427	129	3	presents	present	NOUN
futech-427	129	4	detailed	detailed	ADJ
futech-427	129	5	performance	performance	NOUN
futech-427	129	6	metrics	metric	NOUN
futech-427	129	7	demonstrating	demonstrate	VERB
futech-427	129	8	25.8	25.8	NUM
futech-427	129	9	-	-	SYM
futech-427	129	10	34.4	34.4	NUM
futech-427	129	11	percentage	percentage	NOUN
futech-427	129	12	point	point	NOUN
futech-427	129	13	improvements	improvement	NOUN
futech-427	129	14	over	over	ADP
futech-427	129	15	baseline	baseline	ADJ
futech-427	129	16	algorithmic	algorithmic	ADJ
futech-427	129	17	approaches	approach	NOUN
futech-427	129	18	.	.	PUNCT
futech-427	130	1	the	the	DET
futech-427	130	2	framework	framework	NOUN
futech-427	130	3	outperforms	outperform	VERB
futech-427	130	4	all	all	DET
futech-427	130	5	other	other	ADJ
futech-427	130	6	methods	method	NOUN
futech-427	130	7	with	with	ADP
futech-427	130	8	over	over	ADP
futech-427	130	9	87.2	87.2	NUM
futech-427	130	10	%	%	NOUN
futech-427	130	11	cultural	cultural	ADJ
futech-427	130	12	preservation	preservation	NOUN
futech-427	130	13	effectiveness	effectiveness	NOUN
futech-427	130	14	and	and	CCONJ
futech-427	130	15	surpasses	surpass	VERB
futech-427	130	16	single	single	ADJ
futech-427	130	17	-	-	PUNCT
futech-427	130	18	agent	agent	NOUN
futech-427	130	19	dqn	dqn	NOUN
futech-427	130	20	methods	method	NOUN
futech-427	130	21	by	by	ADP
futech-427	130	22	25.8	25.8	NUM
futech-427	130	23	percentage	percentage	NOUN
futech-427	130	24	points	point	NOUN
futech-427	130	25	and	and	CCONJ
futech-427	130	26	rule	rule	NOUN
futech-427	130	27	-	-	PUNCT
futech-427	130	28	based	base	VERB
futech-427	130	29	methods	method	NOUN
futech-427	130	30	by	by	ADP
futech-427	130	31	34.4	34.4	NUM
futech-427	130	32	percentage	percentage	NOUN
futech-427	130	33	points	point	NOUN
futech-427	130	34	.	.	PUNCT
futech-427	131	1	when	when	SCONJ
futech-427	131	2	evaluating	evaluate	VERB
futech-427	131	3	training	training	NOUN
futech-427	131	4	efficiency	efficiency	NOUN
futech-427	131	5	,	,	PUNCT
futech-427	131	6	it	it	PRON
futech-427	131	7	is	be	AUX
futech-427	131	8	observed	observe	VERB
futech-427	131	9	that	that	SCONJ
futech-427	131	10	the	the	DET
futech-427	131	11	framework	framework	NOUN
futech-427	131	12	requires	require	VERB
futech-427	131	13	12.5	12.5	NUM
futech-427	131	14	hours	hour	NOUN
futech-427	131	15	to	to	PART
futech-427	131	16	achieve	achieve	VERB
futech-427	131	17	full	full	ADJ
futech-427	131	18	convergence	convergence	NOUN
futech-427	131	19	,	,	PUNCT
futech-427	131	20	in	in	ADP
futech-427	131	21	comparison	comparison	NOUN
futech-427	131	22	to	to	ADP
futech-427	131	23	simpler	simple	ADJ
futech-427	131	24	methods	method	NOUN
futech-427	131	25	.	.	PUNCT
futech-427	132	1	while	while	SCONJ
futech-427	132	2	this	this	DET
futech-427	132	3	overhead	overhead	NOUN
futech-427	132	4	can	can	AUX
futech-427	132	5	be	be	AUX
futech-427	132	6	considered	consider	VERB
futech-427	132	7	moderate	moderate	ADJ
futech-427	132	8	,	,	PUNCT
futech-427	132	9	the	the	DET
futech-427	132	10	evaluation	evaluation	NOUN
futech-427	132	11	metric	metric	ADJ
futech-427	132	12	performance	performance	NOUN
futech-427	132	13	improvements	improvement	NOUN
futech-427	132	14	benchmarked	benchmarke	VERB
futech-427	132	15	against	against	ADP
futech-427	132	16	other	other	ADJ
futech-427	132	17	methods	method	NOUN
futech-427	132	18	more	more	ADV
futech-427	132	19	than	than	ADP
futech-427	132	20	justify	justify	VERB
futech-427	132	21	the	the	DET
futech-427	132	22	investment	investment	NOUN
futech-427	132	23	for	for	ADP
futech-427	132	24	this	this	DET
futech-427	132	25	computational	computational	ADJ
futech-427	132	26	overhead	overhead	NOUN
futech-427	132	27	.	.	PUNCT
futech-427	133	1	the	the	DET
futech-427	133	2	framework	framework	NOUN
futech-427	133	3	achieves	achieve	VERB
futech-427	133	4	the	the	DET
futech-427	133	5	highest	high	ADJ
futech-427	133	6	performance	performance	NOUN
futech-427	133	7	in	in	ADP
futech-427	133	8	precision	precision	NOUN
futech-427	133	9	metrics	metric	NOUN
futech-427	133	10	at	at	ADP
futech-427	133	11	90.1	90.1	NUM
futech-427	133	12	%	%	NOUN
futech-427	133	13	,	,	PUNCT
futech-427	133	14	illustrating	illustrate	VERB
futech-427	133	15	accurate	accurate	ADJ
futech-427	133	16	decision	decision	NOUN
futech-427	133	17	making	make	VERB
futech-427	133	18	pertaining	pertain	VERB
futech-427	133	19	to	to	ADP
futech-427	133	20	heritage	heritage	NOUN
futech-427	133	21	preservation	preservation	NOUN
futech-427	133	22	,	,	PUNCT
futech-427	133	23	and	and	CCONJ
futech-427	133	24	balanced	balanced	ADJ
futech-427	133	25	recall	recall	NOUN
futech-427	133	26	performance	performance	NOUN
futech-427	133	27	at	at	ADP
futech-427	133	28	88.7	88.7	NUM
futech-427	133	29	%	%	NOUN
futech-427	133	30	relative	relative	ADJ
futech-427	133	31	to	to	PART
futech-427	133	32	complete	complete	VERB
futech-427	133	33	opportunity	opportunity	NOUN
futech-427	133	34	capture	capture	NOUN
futech-427	133	35	.	.	PUNCT
futech-427	134	1	ensemble	ensemble	ADJ
futech-427	134	2	methods	method	NOUN
futech-427	134	3	using	use	VERB
futech-427	134	4	neural	neural	ADJ
futech-427	134	5	networks	network	NOUN
futech-427	134	6	have	have	AUX
futech-427	134	7	longer	long	ADV
futech-427	134	8	training	train	VERB
futech-427	134	9	times	time	NOUN
futech-427	134	10	(	(	PUNCT
futech-427	134	11	15.2	15.2	NUM
futech-427	134	12	hours	hour	NOUN
futech-427	134	13	)	)	PUNCT
futech-427	134	14	,	,	PUNCT
futech-427	134	15	but	but	CCONJ
futech-427	134	16	yield	yield	VERB
futech-427	134	17	a	a	DET
futech-427	134	18	deficiency	deficiency	NOUN
futech-427	134	19	in	in	ADP
futech-427	134	20	every	every	DET
futech-427	134	21	single	single	ADJ
futech-427	134	22	metric	metric	NOUN
futech-427	134	23	,	,	PUNCT
futech-427	134	24	demonstrating	demonstrate	VERB
futech-427	134	25	the	the	DET
futech-427	134	26	performance	performance	NOUN
futech-427	134	27	efficiency	efficiency	NOUN
futech-427	134	28	of	of	ADP
futech-427	134	29	the	the	DET
futech-427	134	30	proposed	propose	VERB
futech-427	134	31	method	method	NOUN
futech-427	134	32	for	for	ADP
futech-427	134	33	multi	multi	ADJ
futech-427	134	34	-	-	ADJ
futech-427	134	35	agent	agent	ADJ
futech-427	134	36	coordination	coordination	NOUN
futech-427	134	37	in	in	ADP
futech-427	134	38	heritage	heritage	NOUN
futech-427	134	39	preservation	preservation	NOUN
futech-427	134	40	contexts	contexts	NOUN
futech-427	134	41	.	.	PUNCT
futech-427	135	1	3.2	3.2	NUM
futech-427	135	2	protection	protection	NOUN
futech-427	135	3	effectiveness	effectiveness	NOUN
futech-427	135	4	evaluation	evaluation	NOUN
futech-427	135	5	the	the	DET
futech-427	135	6	implementation	implementation	NOUN
futech-427	135	7	of	of	ADP
futech-427	135	8	the	the	DET
futech-427	135	9	cultural	cultural	ADJ
futech-427	135	10	identity	identity	NOUN
futech-427	135	11	-	-	PUNCT
futech-427	135	12	oriented	orient	VERB
futech-427	135	13	multi	multi	ADJ
futech-427	135	14	-	-	ADJ
futech-427	135	15	agent	agent	ADJ
futech-427	135	16	reinforcement	reinforcement	NOUN
futech-427	135	17	learning	learning	NOUN
futech-427	135	18	framework	framework	NOUN
futech-427	135	19	demonstrates	demonstrate	VERB
futech-427	135	20	improvements	improvement	NOUN
futech-427	135	21	in	in	ADP
futech-427	135	22	residential	residential	ADJ
futech-427	135	23	heritage	heritage	NOUN
futech-427	135	24	protection	protection	NOUN
futech-427	135	25	integrity	integrity	NOUN
futech-427	135	26	and	and	CCONJ
futech-427	135	27	cultural	cultural	ADJ
futech-427	135	28	identity	identity	NOUN
futech-427	135	29	enhancement	enhancement	NOUN
futech-427	135	30	across	across	ADP
futech-427	135	31	multiple	multiple	ADJ
futech-427	135	32	evaluation	evaluation	NOUN
futech-427	135	33	dimensions	dimension	NOUN
futech-427	135	34	.	.	PUNCT
futech-427	136	1	architectural	architectural	ADJ
futech-427	136	2	preservation	preservation	NOUN
futech-427	136	3	integrity	integrity	NOUN
futech-427	136	4	assessment	assessment	NOUN
futech-427	136	5	reveals	reveal	VERB
futech-427	136	6	progress	progress	NOUN
futech-427	136	7	in	in	ADP
futech-427	136	8	maintaining	maintain	VERB
futech-427	136	9	traditional	traditional	ADJ
futech-427	136	10	bai	bai	NOUN
futech-427	136	11	ethnic	ethnic	ADJ
futech-427	136	12	residential	residential	ADJ
futech-427	136	13	structures	structure	NOUN
futech-427	136	14	,	,	PUNCT
futech-427	136	15	with	with	ADP
futech-427	136	16	overall	overall	ADJ
futech-427	136	17	preservation	preservation	NOUN
futech-427	136	18	completeness	completeness	NOUN
futech-427	136	19	increasing	increase	VERB
futech-427	136	20	from	from	ADP
futech-427	136	21	baseline	baseline	ADJ
futech-427	136	22	levels	level	NOUN
futech-427	136	23	of	of	ADP
futech-427	136	24	62.4	62.4	NUM
futech-427	136	25	%	%	NOUN
futech-427	136	26	to	to	PART
futech-427	136	27	89.7	89.7	NUM
futech-427	136	28	%	%	NOUN
futech-427	136	29	following	follow	VERB
futech-427	136	30	framework	framework	NOUN
futech-427	136	31	implementation	implementation	NOUN
futech-427	136	32	,	,	PUNCT
futech-427	136	33	as	as	SCONJ
futech-427	136	34	illustrated	illustrate	VERB
futech-427	136	35	in	in	ADP
futech-427	136	36	figure	figure	NOUN
futech-427	136	37	3(a	3(a	NUM
futech-427	136	38	)	)	PUNCT
futech-427	136	39	.	.	PUNCT
futech-427	137	1	the	the	DET
futech-427	137	2	temporal	temporal	ADJ
futech-427	137	3	analysis	analysis	NOUN
futech-427	137	4	demonstrates	demonstrate	VERB
futech-427	137	5	consistent	consistent	ADJ
futech-427	137	6	upward	upward	ADJ
futech-427	137	7	trends	trend	NOUN
futech-427	137	8	in	in	ADP
futech-427	137	9	preservation	preservation	NOUN
futech-427	137	10	effectiveness	effectiveness	NOUN
futech-427	137	11	,	,	PUNCT
futech-427	137	12	with	with	ADP
futech-427	137	13	notable	notable	ADJ
futech-427	137	14	improvements	improvement	NOUN
futech-427	137	15	observed	observe	VERB
futech-427	137	16	in	in	ADP
futech-427	137	17	structural	structural	ADJ
futech-427	137	18	integrity	integrity	NOUN
futech-427	137	19	maintenance	maintenance	NOUN
futech-427	137	20	,	,	PUNCT
futech-427	137	21	traditional	traditional	ADJ
futech-427	137	22	material	material	NOUN
futech-427	137	23	preservation	preservation	NOUN
futech-427	137	24	,	,	PUNCT
futech-427	137	25	and	and	CCONJ
futech-427	137	26	vernacular	vernacular	ADJ
futech-427	137	27	architectural	architectural	ADJ
futech-427	137	28	feature	feature	NOUN
futech-427	137	29	conservation	conservation	NOUN
futech-427	137	30	.	.	PUNCT
futech-427	138	1	the	the	DET
futech-427	138	2	framework	framework	NOUN
futech-427	138	3	successfully	successfully	ADV
futech-427	138	4	coordinates	coordinate	VERB
futech-427	138	5	stakeholder	stakeholder	NOUN
futech-427	138	6	actions	action	NOUN
futech-427	138	7	to	to	PART
futech-427	138	8	prioritize	prioritize	VERB
futech-427	138	9	preservation	preservation	NOUN
futech-427	138	10	activities	activity	NOUN
futech-427	138	11	that	that	PRON
futech-427	138	12	maintain	maintain	VERB
futech-427	138	13	authentic	authentic	ADJ
futech-427	138	14	cultural	cultural	ADJ
futech-427	138	15	characteristics	characteristic	NOUN
futech-427	138	16	while	while	SCONJ
futech-427	138	17	accommodating	accommodate	VERB
futech-427	138	18	necessary	necessary	ADJ
futech-427	138	19	modernization	modernization	NOUN
futech-427	138	20	requirements	requirement	NOUN
futech-427	138	21	.	.	PUNCT
futech-427	139	1	cultural	cultural	ADJ
futech-427	139	2	identity	identity	NOUN
futech-427	139	3	reinforcement	reinforcement	NOUN
futech-427	139	4	evaluation	evaluation	NOUN
futech-427	139	5	indicates	indicate	VERB
futech-427	139	6	enhancement	enhancement	NOUN
futech-427	139	7	in	in	ADP
futech-427	139	8	community	community	NOUN
futech-427	139	9	cultural	cultural	ADJ
futech-427	139	10	attachment	attachment	NOUN
futech-427	139	11	and	and	CCONJ
futech-427	139	12	ethnic	ethnic	ADJ
futech-427	139	13	identity	identity	NOUN
futech-427	139	14	preservation	preservation	NOUN
futech-427	139	15	measures	measure	NOUN
futech-427	139	16	,	,	PUNCT
futech-427	139	17	as	as	SCONJ
futech-427	139	18	demonstrated	demonstrate	VERB
futech-427	139	19	in	in	ADP
futech-427	139	20	figure	figure	NOUN
futech-427	139	21	3(b	3(b	NUM
futech-427	139	22	)	)	PUNCT
futech-427	139	23	.	.	PUNCT
futech-427	140	1	the	the	DET
futech-427	140	2	figure	figure	NOUN
futech-427	140	3	specifically	specifically	ADV
futech-427	140	4	tracks	track	VERB
futech-427	140	5	cultural	cultural	ADJ
futech-427	140	6	identity	identity	NOUN
futech-427	140	7	metrics	metric	NOUN
futech-427	140	8	—	—	PUNCT
futech-427	140	9	including	include	VERB
futech-427	140	10	language	language	NOUN
futech-427	140	11	preservation	preservation	NOUN
futech-427	140	12	,	,	PUNCT
futech-427	140	13	traditional	traditional	ADJ
futech-427	140	14	craft	craft	NOUN
futech-427	140	15	maintenance	maintenance	NOUN
futech-427	140	16	,	,	PUNCT
futech-427	140	17	and	and	CCONJ
futech-427	140	18	ceremonial	ceremonial	ADJ
futech-427	140	19	practice	practice	NOUN
futech-427	140	20	continuity	continuity	NOUN
futech-427	140	21	—	—	PUNCT
futech-427	140	22	which	which	PRON
futech-427	140	23	show	show	VERB
futech-427	140	24	progressive	progressive	ADJ
futech-427	140	25	improvement	improvement	NOUN
futech-427	140	26	from	from	ADP
futech-427	140	27	baseline	baseline	ADJ
futech-427	140	28	measurements	measurement	NOUN
futech-427	140	29	of	of	ADP
futech-427	140	30	58.3	58.3	NUM
futech-427	140	31	%	%	NOUN
futech-427	140	32	to	to	ADP
futech-427	140	33	peak	peak	NOUN
futech-427	140	34	levels	level	NOUN
futech-427	140	35	of	of	ADP
futech-427	140	36	91.2	91.2	NUM
futech-427	140	37	%	%	NOUN
futech-427	140	38	,	,	PUNCT
futech-427	140	39	clearly	clearly	ADV
futech-427	140	40	distinguished	distinguish	VERB
futech-427	140	41	from	from	ADP
futech-427	140	42	heritage	heritage	NOUN
futech-427	140	43	preservation	preservation	NOUN
futech-427	140	44	integrity	integrity	NOUN
futech-427	140	45	metrics	metric	NOUN
futech-427	140	46	shown	show	VERB
futech-427	140	47	in	in	ADP
futech-427	140	48	figure	figure	NOUN
futech-427	140	49	3(a	3(a	NUM
futech-427	140	50	)	)	PUNCT
futech-427	140	51	.	.	PUNCT
futech-427	141	1	the	the	DET
futech-427	141	2	enhancement	enhancement	NOUN
futech-427	141	3	also	also	ADV
futech-427	141	4	encompasses	encompass	VERB
futech-427	141	5	intergenerational	intergenerational	ADJ
futech-427	141	6	knowledge	knowledge	NOUN
futech-427	141	7	transmission	transmission	NOUN
futech-427	141	8	effectiveness	effectiveness	NOUN
futech-427	141	9	.	.	PUNCT
futech-427	142	1	community	community	NOUN
futech-427	142	2	members	member	NOUN
futech-427	142	3	report	report	VERB
futech-427	142	4	increased	increase	VERB
futech-427	142	5	pride	pride	NOUN
futech-427	142	6	in	in	ADP
futech-427	142	7	heritage	heritage	NOUN
futech-427	142	8	preservation	preservation	NOUN
futech-427	142	9	outcomes	outcome	NOUN
futech-427	142	10	and	and	CCONJ
futech-427	142	11	stronger	strong	ADJ
futech-427	142	12	connections	connection	NOUN
futech-427	142	13	to	to	ADP
futech-427	142	14	traditional	traditional	ADJ
futech-427	142	15	cultural	cultural	ADJ
futech-427	142	16	practices	practice	NOUN
futech-427	142	17	,	,	PUNCT
futech-427	142	18	with	with	ADP
futech-427	142	19	younger	young	ADJ
futech-427	142	20	generations	generation	NOUN
futech-427	142	21	demonstrating	demonstrate	VERB
futech-427	142	22	renewed	renew	VERB
futech-427	142	23	interest	interest	NOUN
futech-427	142	24	in	in	ADP
futech-427	142	25	bai	bai	PROPN
futech-427	142	26	ethnic	ethnic	ADJ
futech-427	142	27	cultural	cultural	ADJ
futech-427	142	28	traditions	tradition	NOUN
futech-427	142	29	and	and	CCONJ
futech-427	142	30	architectural	architectural	ADJ
futech-427	142	31	heritage	heritage	NOUN
futech-427	142	32	appreciation	appreciation	NOUN
futech-427	142	33	.	.	PUNCT
futech-427	143	1	table	table	NOUN
futech-427	143	2	2	2	NUM
futech-427	143	3	.	.	PUNCT
futech-427	143	4	performance	performance	NOUN
futech-427	143	5	evaluation	evaluation	NOUN
futech-427	143	6	metrics	metric	NOUN
futech-427	143	7	comparison	comparison	NOUN
futech-427	143	8	of	of	ADP
futech-427	143	9	different	different	ADJ
futech-427	143	10	ai	ai	VERB
futech-427	143	11	algorithms	algorithm	NOUN
futech-427	143	12	in	in	ADP
futech-427	143	13	residential	residential	ADJ
futech-427	143	14	heritage	heritage	NOUN
futech-427	143	15	protection	protection	NOUN
futech-427	143	16	tasks	task	NOUN
futech-427	143	17	algorithm	algorithm	NOUN
futech-427	143	18	type	type	NOUN
futech-427	143	19	accuracy	accuracy	NOUN
futech-427	143	20	(	(	PUNCT
futech-427	143	21	%	%	INTJ
futech-427	143	22	)	)	PUNCT
futech-427	143	23	precision	precision	NOUN
futech-427	143	24	(	(	PUNCT
futech-427	143	25	%	%	INTJ
futech-427	143	26	)	)	PUNCT
futech-427	143	27	recall	recall	NOUN
futech-427	143	28	(	(	PUNCT
futech-427	143	29	%	%	INTJ
futech-427	143	30	)	)	PUNCT
futech-427	143	31	f1score	f1score	NOUN
futech-427	143	32	cultural	cultural	ADJ
futech-427	143	33	preservation	preservation	NOUN
futech-427	143	34	effectiveness	effectiveness	NOUN
futech-427	143	35	(	(	PUNCT
futech-427	143	36	%	%	INTJ
futech-427	143	37	)	)	PUNCT
futech-427	143	38	training	training	NOUN
futech-427	143	39	time	time	NOUN
futech-427	143	40	(	(	PUNCT
futech-427	143	41	hours	hour	NOUN
futech-427	143	42	)	)	PUNCT
futech-427	143	43	proposed	propose	VERB
futech-427	143	44	marl	marl	NOUN
futech-427	143	45	framework	framework	NOUN
futech-427	143	46	89.3	89.3	NUM
futech-427	143	47	90.1	90.1	NUM
futech-427	143	48	88.7	88.7	NUM
futech-427	143	49	0.894	0.894	NUM
futech-427	143	50	87.2	87.2	NUM
futech-427	143	51	12.5	12.5	NUM
futech-427	143	52	single	single	ADJ
futech-427	143	53	-	-	PUNCT
futech-427	143	54	agent	agent	NOUN
futech-427	143	55	dqn	dqn	VERB
futech-427	143	56	72.1	72.1	NUM
futech-427	143	57	74.3	74.3	NUM
futech-427	143	58	69.8	69.8	NUM
futech-427	143	59	0.720	0.720	NUM
futech-427	143	60	61.4	61.4	NUM
futech-427	143	61	8.3	8.3	NUM
futech-427	143	62	decision	decision	NOUN
futech-427	143	63	tree	tree	NOUN
futech-427	143	64	66.7	66.7	NUM
futech-427	143	65	68.2	68.2	NUM
futech-427	143	66	65.1	65.1	NUM
futech-427	143	67	0.665	0.665	NUM
futech-427	143	68	58.9	58.9	NUM
futech-427	143	69	2.1	2.1	NUM
futech-427	143	70	support	support	NOUN
futech-427	143	71	vector	vector	NOUN
futech-427	143	72	machine	machine	NOUN
futech-427	144	1	70.4	70.4	NUM
futech-427	144	2	72.1	72.1	NUM
futech-427	144	3	68.9	68.9	NUM
futech-427	144	4	0.705	0.705	NUM
futech-427	144	5	64.3	64.3	NUM
futech-427	144	6	4.7	4.7	NUM
futech-427	144	7	random	random	ADJ
futech-427	144	8	forest	forest	NOUN
futech-427	144	9	75.8	75.8	NUM
futech-427	144	10	77.2	77.2	NUM
futech-427	144	11	74.5	74.5	NUM
futech-427	144	12	0.758	0.758	NUM
futech-427	144	13	69.1	69.1	NUM
futech-427	144	14	3.9	3.9	NUM
futech-427	144	15	neural	neural	ADJ
futech-427	144	16	network	network	NOUN
futech-427	144	17	ensemble	ensemble	VERB
futech-427	144	18	78.2	78.2	NUM
futech-427	144	19	79.6	79.6	NUM
futech-427	144	20	76.8	76.8	NUM
futech-427	144	21	0.782	0.782	NUM
futech-427	144	22	71.7	71.7	NUM
futech-427	144	23	15.2	15.2	NUM
futech-427	144	24	traditional	traditional	NOUN
futech-427	144	25	rulebased	rulebase	VERB
futech-427	144	26	61.3	61.3	NUM
futech-427	144	27	63.7	63.7	NUM
futech-427	144	28	58.9	58.9	NUM
futech-427	144	29	0.612	0.612	NUM
futech-427	144	30	52.8	52.8	NUM
futech-427	145	1	1.5	1.5	NUM
futech-427	145	2	x.	x.	NOUN
futech-427	145	3	qian	qian	PROPN
futech-427	145	4	et	et	PROPN
futech-427	145	5	al	al	PROPN
futech-427	145	6	.	.	PROPN
futech-427	145	7	/future	/future	PUNCT
futech-427	145	8	technology	technology	PROPN
futech-427	145	9	november	november	PROPN
futech-427	145	10	2025|	2025|	NUM
futech-427	145	11	volume	volume	NOUN
futech-427	145	12	04	04	NUM
futech-427	146	1	|	|	ADV
futech-427	146	2	issue	issue	VERB
futech-427	146	3	04	04	NUM
futech-427	147	1	|	|	CCONJ
futech-427	147	2	pages	page	VERB
futech-427	147	3	33	33	NUM
futech-427	147	4	-	-	SYM
futech-427	147	5	42	42	NUM
futech-427	147	6	38	38	NUM
futech-427	147	7	figure	figure	NOUN
futech-427	147	8	3	3	NUM
futech-427	147	9	.	.	PUNCT
futech-427	147	10	cultural	cultural	ADJ
futech-427	147	11	identity	identity	NOUN
futech-427	147	12	-	-	PUNCT
futech-427	147	13	oriented	orient	VERB
futech-427	147	14	protection	protection	NOUN
futech-427	147	15	effectiveness	effectiveness	NOUN
futech-427	147	16	and	and	CCONJ
futech-427	147	17	community	community	NOUN
futech-427	147	18	relationship	relationship	NOUN
futech-427	147	19	optimization	optimization	NOUN
futech-427	147	20	(	(	PUNCT
futech-427	147	21	a	a	X
futech-427	147	22	)	)	PUNCT
futech-427	147	23	residential	residential	ADJ
futech-427	147	24	heritage	heritage	NOUN
futech-427	147	25	protection	protection	NOUN
futech-427	147	26	integrity	integrity	NOUN
futech-427	147	27	temporal	temporal	ADJ
futech-427	147	28	changes	change	NOUN
futech-427	147	29	,	,	PUNCT
futech-427	147	30	(	(	PUNCT
futech-427	147	31	b	b	X
futech-427	147	32	)	)	PUNCT
futech-427	147	33	cultural	cultural	ADJ
futech-427	147	34	identity	identity	NOUN
futech-427	147	35	enhancement	enhancement	NOUN
futech-427	147	36	trend	trend	NOUN
futech-427	147	37	analysis	analysis	NOUN
futech-427	147	38	,	,	PUNCT
futech-427	147	39	(	(	PUNCT
futech-427	147	40	c	c	X
futech-427	147	41	)	)	PUNCT
futech-427	147	42	community	community	NOUN
futech-427	147	43	relationship	relationship	NOUN
futech-427	147	44	coordination	coordination	NOUN
futech-427	147	45	index	index	NOUN
futech-427	147	46	evolution	evolution	NOUN
futech-427	147	47	,	,	PUNCT
futech-427	147	48	(	(	PUNCT
futech-427	147	49	d	d	NOUN
futech-427	147	50	)	)	PUNCT
futech-427	147	51	urbanization	urbanization	NOUN
futech-427	147	52	adaptation	adaptation	NOUN
futech-427	147	53	response	response	NOUN
futech-427	147	54	curve	curve	NOUN
futech-427	147	55	analysis	analysis	NOUN
futech-427	147	56	community	community	NOUN
futech-427	147	57	relationship	relationship	NOUN
futech-427	147	58	optimization	optimization	NOUN
futech-427	147	59	analysis	analysis	NOUN
futech-427	147	60	reveals	reveal	VERB
futech-427	147	61	improvements	improvement	NOUN
futech-427	147	62	in	in	ADP
futech-427	147	63	stakeholder	stakeholder	NOUN
futech-427	147	64	coordination	coordination	NOUN
futech-427	147	65	and	and	CCONJ
futech-427	147	66	conflict	conflict	NOUN
futech-427	147	67	resolution	resolution	NOUN
futech-427	147	68	mechanisms	mechanism	NOUN
futech-427	147	69	,	,	PUNCT
futech-427	147	70	as	as	SCONJ
futech-427	147	71	presented	present	VERB
futech-427	147	72	in	in	ADP
futech-427	147	73	figure	figure	NOUN
futech-427	147	74	3(c	3(c	NUM
futech-427	147	75	)	)	PUNCT
futech-427	147	76	.	.	PUNCT
futech-427	148	1	the	the	DET
futech-427	148	2	social	social	ADJ
futech-427	148	3	harmony	harmony	NOUN
futech-427	148	4	index	index	NOUN
futech-427	148	5	demonstrates	demonstrate	VERB
futech-427	148	6	consistent	consistent	ADJ
futech-427	148	7	enhancement	enhancement	NOUN
futech-427	148	8	from	from	ADP
futech-427	148	9	initial	initial	ADJ
futech-427	148	10	values	value	NOUN
futech-427	148	11	of	of	ADP
futech-427	148	12	54.7	54.7	NUM
futech-427	148	13	%	%	NOUN
futech-427	148	14	to	to	ADP
futech-427	148	15	optimized	optimize	VERB
futech-427	148	16	levels	level	NOUN
futech-427	148	17	of	of	ADP
futech-427	148	18	86.4	86.4	NUM
futech-427	148	19	%	%	NOUN
futech-427	148	20	.	.	PUNCT
futech-427	149	1	the	the	DET
futech-427	149	2	framework	framework	NOUN
futech-427	149	3	effectively	effectively	ADV
futech-427	149	4	mediates	mediate	VERB
futech-427	149	5	conflicts	conflict	NOUN
futech-427	149	6	between	between	ADP
futech-427	149	7	preservation	preservation	NOUN
futech-427	149	8	objectives	objective	NOUN
futech-427	149	9	and	and	CCONJ
futech-427	149	10	development	development	NOUN
futech-427	149	11	pressures	pressure	NOUN
futech-427	149	12	,	,	PUNCT
futech-427	149	13	facilitating	facilitate	VERB
futech-427	149	14	collaborative	collaborative	ADJ
futech-427	149	15	decision	decision	NOUN
futech-427	149	16	-	-	PUNCT
futech-427	149	17	making	make	VERB
futech-427	149	18	processes	process	NOUN
futech-427	149	19	that	that	PRON
futech-427	149	20	balance	balance	VERB
futech-427	149	21	diverse	diverse	ADJ
futech-427	149	22	stakeholder	stakeholder	NOUN
futech-427	149	23	interests	interest	NOUN
futech-427	149	24	.	.	PUNCT
futech-427	150	1	local	local	ADJ
futech-427	150	2	residents	resident	NOUN
futech-427	150	3	exhibit	exhibit	VERB
futech-427	150	4	increased	increase	VERB
futech-427	150	5	satisfaction	satisfaction	NOUN
futech-427	150	6	with	with	ADP
futech-427	150	7	preservation	preservation	NOUN
futech-427	150	8	outcomes	outcome	NOUN
futech-427	150	9	,	,	PUNCT
futech-427	150	10	government	government	NOUN
futech-427	150	11	agencies	agency	NOUN
futech-427	150	12	report	report	VERB
futech-427	150	13	improved	improve	VERB
futech-427	150	14	policy	policy	NOUN
futech-427	150	15	implementation	implementation	NOUN
futech-427	150	16	efficiency	efficiency	NOUN
futech-427	150	17	,	,	PUNCT
futech-427	150	18	developers	developer	NOUN
futech-427	150	19	demonstrate	demonstrate	VERB
futech-427	150	20	enhanced	enhanced	ADJ
futech-427	150	21	cooperation	cooperation	NOUN
futech-427	150	22	in	in	ADP
futech-427	150	23	heritage	heritage	NOUN
futech-427	150	24	-	-	PUNCT
futech-427	150	25	sensitive	sensitive	ADJ
futech-427	150	26	projects	project	NOUN
futech-427	150	27	,	,	PUNCT
futech-427	150	28	and	and	CCONJ
futech-427	150	29	cultural	cultural	ADJ
futech-427	150	30	experts	expert	NOUN
futech-427	150	31	achieve	achieve	VERB
futech-427	150	32	greater	great	ADJ
futech-427	150	33	influence	influence	NOUN
futech-427	150	34	in	in	ADP
futech-427	150	35	preservation	preservation	NOUN
futech-427	150	36	planning	planning	NOUN
futech-427	150	37	processes	process	NOUN
futech-427	150	38	.	.	PUNCT
futech-427	151	1	urbanization	urbanization	NOUN
futech-427	151	2	pressure	pressure	NOUN
futech-427	151	3	adaptation	adaptation	NOUN
futech-427	151	4	assessment	assessment	NOUN
futech-427	151	5	,	,	PUNCT
futech-427	151	6	as	as	SCONJ
futech-427	151	7	shown	show	VERB
futech-427	151	8	in	in	ADP
futech-427	151	9	figure	figure	NOUN
futech-427	151	10	3(d	3(d	NUM
futech-427	151	11	)	)	PUNCT
futech-427	151	12	,	,	PUNCT
futech-427	151	13	demonstrates	demonstrate	VERB
futech-427	151	14	the	the	DET
futech-427	151	15	framework	framework	NOUN
futech-427	151	16	's	's	PART
futech-427	151	17	capability	capability	NOUN
futech-427	151	18	to	to	PART
futech-427	151	19	maintain	maintain	VERB
futech-427	151	20	preservation	preservation	NOUN
futech-427	151	21	effectiveness	effectiveness	NOUN
futech-427	151	22	despite	despite	SCONJ
futech-427	151	23	evolving	evolve	VERB
futech-427	151	24	urban	urban	ADJ
futech-427	151	25	development	development	NOUN
futech-427	151	26	challenges	challenge	NOUN
futech-427	151	27	.	.	PUNCT
futech-427	152	1	the	the	DET
futech-427	152	2	adaptive	adaptive	ADJ
futech-427	152	3	response	response	NOUN
futech-427	152	4	index	index	NOUN
futech-427	152	5	adapts	adapt	VERB
futech-427	152	6	preservation	preservation	NOUN
futech-427	152	7	strategies	strategy	NOUN
futech-427	152	8	to	to	ADP
futech-427	152	9	the	the	DET
futech-427	152	10	different	different	ADJ
futech-427	152	11	types	type	NOUN
futech-427	152	12	of	of	ADP
futech-427	152	13	urban	urban	ADJ
futech-427	152	14	intensification	intensification	NOUN
futech-427	152	15	,	,	PUNCT
futech-427	152	16	such	such	ADJ
futech-427	152	17	as	as	ADP
futech-427	152	18	demographic	demographic	ADJ
futech-427	152	19	growth	growth	NOUN
futech-427	152	20	,	,	PUNCT
futech-427	152	21	infrastructure	infrastructure	NOUN
futech-427	152	22	development	development	NOUN
futech-427	152	23	,	,	PUNCT
futech-427	152	24	tourism	tourism	NOUN
futech-427	152	25	,	,	PUNCT
futech-427	152	26	and	and	CCONJ
futech-427	152	27	economic	economic	ADJ
futech-427	152	28	activities	activity	NOUN
futech-427	152	29	.	.	PUNCT
futech-427	153	1	results	result	NOUN
futech-427	153	2	show	show	VERB
futech-427	153	3	that	that	SCONJ
futech-427	153	4	,	,	PUNCT
futech-427	153	5	unlike	unlike	ADP
futech-427	153	6	other	other	ADJ
futech-427	153	7	approaches	approach	NOUN
futech-427	153	8	,	,	PUNCT
futech-427	153	9	the	the	DET
futech-427	153	10	framework	framework	NOUN
futech-427	153	11	considers	consider	VERB
futech-427	153	12	urbanization	urbanization	NOUN
futech-427	153	13	scenarios	scenario	NOUN
futech-427	153	14	and	and	CCONJ
futech-427	153	15	maintains	maintain	VERB
futech-427	153	16	effectiveness	effectiveness	NOUN
futech-427	153	17	over	over	ADP
futech-427	153	18	82	82	NUM
futech-427	153	19	%	%	NOUN
futech-427	153	20	even	even	ADV
futech-427	153	21	under	under	ADP
futech-427	153	22	high	high	ADJ
futech-427	153	23	pressure	pressure	NOUN
futech-427	153	24	;	;	PUNCT
futech-427	153	25	traditional	traditional	ADJ
futech-427	153	26	approaches	approach	NOUN
futech-427	153	27	,	,	PUNCT
futech-427	153	28	by	by	ADP
futech-427	153	29	contrast	contrast	NOUN
futech-427	153	30	,	,	PUNCT
futech-427	153	31	experience	experience	VERB
futech-427	153	32	significant	significant	ADJ
futech-427	153	33	decline	decline	NOUN
futech-427	153	34	under	under	ADP
futech-427	153	35	the	the	DET
futech-427	153	36	same	same	ADJ
futech-427	153	37	conditions	condition	NOUN
futech-427	153	38	.	.	PUNCT
futech-427	154	1	the	the	DET
futech-427	154	2	adaptive	adaptive	ADJ
futech-427	154	3	mechanisms	mechanism	NOUN
futech-427	154	4	achieve	achieve	VERB
futech-427	154	5	the	the	DET
futech-427	154	6	balance	balance	NOUN
futech-427	154	7	between	between	ADP
futech-427	154	8	modernization	modernization	NOUN
futech-427	154	9	of	of	ADP
futech-427	154	10	urban	urban	ADJ
futech-427	154	11	settings	setting	NOUN
futech-427	154	12	with	with	ADP
futech-427	154	13	heritage	heritage	NOUN
futech-427	154	14	features	feature	NOUN
futech-427	154	15	for	for	ADP
futech-427	154	16	optimum	optimum	ADJ
futech-427	154	17	sustainable	sustainable	ADJ
futech-427	154	18	development	development	NOUN
futech-427	154	19	while	while	SCONJ
futech-427	154	20	ensuring	ensure	VERB
futech-427	154	21	cultural	cultural	ADJ
futech-427	154	22	integrity	integrity	NOUN
futech-427	154	23	is	be	AUX
futech-427	154	24	retained	retain	VERB
futech-427	154	25	,	,	PUNCT
futech-427	154	26	alongside	alongside	ADP
futech-427	154	27	economic	economic	ADJ
futech-427	154	28	development	development	NOUN
futech-427	154	29	for	for	ADP
futech-427	154	30	communities	community	NOUN
futech-427	154	31	.	.	PUNCT
futech-427	155	1	the	the	DET
futech-427	155	2	evaluation	evaluation	NOUN
futech-427	155	3	depicting	depict	VERB
futech-427	155	4	comprehensive	comprehensive	ADJ
futech-427	155	5	multi	multi	ADJ
futech-427	155	6	-	-	ADJ
futech-427	155	7	objective	objective	ADJ
futech-427	155	8	optimization	optimization	NOUN
futech-427	155	9	performance	performance	NOUN
futech-427	155	10	in	in	ADP
futech-427	155	11	table	table	NOUN
futech-427	155	12	3	3	NUM
futech-427	155	13	illustrates	illustrate	VERB
futech-427	155	14	the	the	DET
futech-427	155	15	calculated	calculate	VERB
futech-427	155	16	value	value	NOUN
futech-427	155	17	of	of	ADP
futech-427	155	18	the	the	DET
futech-427	155	19	framework	framework	NOUN
futech-427	155	20	's	's	PART
futech-427	155	21	utility	utility	NOUN
futech-427	155	22	in	in	ADP
futech-427	155	23	proving	prove	VERB
futech-427	155	24	effectiveness	effectiveness	NOUN
futech-427	155	25	across	across	ADP
futech-427	155	26	all	all	DET
futech-427	155	27	dimensions	dimension	NOUN
futech-427	155	28	of	of	ADP
futech-427	155	29	preservation	preservation	NOUN
futech-427	155	30	.	.	PUNCT
futech-427	156	1	the	the	DET
futech-427	156	2	degree	degree	NOUN
futech-427	156	3	of	of	ADP
futech-427	156	4	integrity	integrity	NOUN
futech-427	156	5	achieved	achieve	VERB
futech-427	156	6	regarding	regard	VERB
futech-427	156	7	heritage	heritage	NOUN
futech-427	156	8	architecture	architecture	NOUN
futech-427	156	9	has	have	AUX
futech-427	156	10	improved	improve	VERB
futech-427	156	11	from	from	ADP
futech-427	156	12	baseline	baseline	ADJ
futech-427	156	13	conditions	condition	NOUN
futech-427	156	14	and	and	CCONJ
futech-427	156	15	surpassed	surpass	VERB
futech-427	156	16	targets	target	NOUN
futech-427	156	17	set	set	VERB
futech-427	156	18	by	by	ADP
futech-427	156	19	heritage	heritage	NOUN
futech-427	156	20	protection	protection	NOUN
futech-427	156	21	agencies	agency	NOUN
futech-427	156	22	towards	towards	ADP
futech-427	156	23	their	their	PRON
futech-427	156	24	goal	goal	NOUN
futech-427	156	25	of	of	ADP
futech-427	156	26	achieving	achieve	VERB
futech-427	156	27	89.7	89.7	NUM
futech-427	156	28	%	%	NOUN
futech-427	156	29	.	.	PUNCT
futech-427	157	1	effectiveness	effectiveness	NOUN
futech-427	157	2	in	in	ADP
futech-427	157	3	preserving	preserve	VERB
futech-427	157	4	cultural	cultural	ADJ
futech-427	157	5	identity	identity	NOUN
futech-427	157	6	has	have	AUX
futech-427	157	7	maintained	maintain	VERB
futech-427	157	8	91.2	91.2	NUM
futech-427	157	9	%	%	NOUN
futech-427	157	10	,	,	PUNCT
futech-427	157	11	proving	prove	VERB
futech-427	157	12	successful	successful	ADJ
futech-427	157	13	in	in	ADP
futech-427	157	14	the	the	DET
futech-427	157	15	maintenance	maintenance	NOUN
futech-427	157	16	of	of	ADP
futech-427	157	17	intangible	intangible	ADJ
futech-427	157	18	elements	element	NOUN
futech-427	157	19	of	of	ADP
futech-427	157	20	cultural	cultural	ADJ
futech-427	157	21	heritage	heritage	NOUN
futech-427	157	22	integrated	integrate	VERB
futech-427	157	23	with	with	ADP
futech-427	157	24	physical	physical	ADJ
futech-427	157	25	architectural	architectural	ADJ
futech-427	157	26	conservation	conservation	NOUN
futech-427	157	27	.	.	PUNCT
futech-427	158	1	community	community	NOUN
futech-427	158	2	satisfaction	satisfaction	NOUN
futech-427	158	3	indices	index	NOUN
futech-427	158	4	have	have	AUX
futech-427	158	5	achieved	achieve	VERB
futech-427	158	6	87.5	87.5	NUM
futech-427	158	7	%	%	NOUN
futech-427	158	8	,	,	PUNCT
futech-427	158	9	displaying	display	VERB
futech-427	158	10	the	the	DET
futech-427	158	11	level	level	NOUN
futech-427	158	12	of	of	ADP
futech-427	158	13	acceptance	acceptance	NOUN
futech-427	158	14	and	and	CCONJ
futech-427	158	15	support	support	NOUN
futech-427	158	16	by	by	ADP
futech-427	158	17	wide	wide	ADJ
futech-427	158	18	segments	segment	NOUN
futech-427	158	19	of	of	ADP
futech-427	158	20	the	the	DET
futech-427	158	21	stakeholders	stakeholder	NOUN
futech-427	158	22	for	for	ADP
futech-427	158	23	the	the	DET
futech-427	158	24	preservation	preservation	NOUN
futech-427	158	25	results	result	NOUN
futech-427	158	26	.	.	PUNCT
futech-427	159	1	economic	economic	ADJ
futech-427	159	2	sustainability	sustainability	NOUN
futech-427	159	3	measures	measure	NOUN
futech-427	159	4	have	have	AUX
futech-427	159	5	reached	reach	VERB
futech-427	159	6	78.9	78.9	NUM
futech-427	159	7	%	%	NOUN
futech-427	159	8	,	,	PUNCT
futech-427	159	9	illustrating	illustrate	VERB
futech-427	159	10	that	that	SCONJ
futech-427	159	11	the	the	DET
futech-427	159	12	level	level	NOUN
futech-427	159	13	of	of	ADP
futech-427	159	14	benefits	benefit	NOUN
futech-427	159	15	brought	bring	VERB
futech-427	159	16	by	by	ADP
futech-427	159	17	preservation	preservation	NOUN
futech-427	159	18	activities	activity	NOUN
futech-427	159	19	is	be	AUX
futech-427	159	20	sufficient	sufficient	ADJ
futech-427	159	21	to	to	PART
futech-427	159	22	ensure	ensure	VERB
futech-427	159	23	the	the	DET
futech-427	159	24	long	long	ADJ
futech-427	159	25	-	-	PUNCT
futech-427	159	26	term	term	NOUN
futech-427	159	27	efforts	effort	NOUN
futech-427	159	28	in	in	ADP
futech-427	159	29	conserving	conserve	VERB
futech-427	159	30	the	the	DET
futech-427	159	31	region	region	NOUN
futech-427	159	32	.	.	PUNCT
futech-427	160	1	environmental	environmental	ADJ
futech-427	160	2	sustainability	sustainability	NOUN
futech-427	160	3	parameters	parameter	NOUN
futech-427	160	4	have	have	AUX
futech-427	160	5	reached	reach	VERB
futech-427	160	6	84.3	84.3	NUM
futech-427	160	7	%	%	NOUN
futech-427	160	8	,	,	PUNCT
futech-427	160	9	indicating	indicate	VERB
futech-427	160	10	that	that	SCONJ
futech-427	160	11	the	the	DET
futech-427	160	12	level	level	NOUN
futech-427	160	13	of	of	ADP
futech-427	160	14	preservation	preservation	NOUN
futech-427	160	15	activities	activity	NOUN
futech-427	160	16	helps	help	VERB
futech-427	160	17	in	in	ADP
futech-427	160	18	attaining	attain	VERB
futech-427	160	19	wider	wide	ADJ
futech-427	160	20	ecological	ecological	ADJ
futech-427	160	21	conservation	conservation	NOUN
futech-427	160	22	goals	goal	NOUN
futech-427	160	23	,	,	PUNCT
futech-427	160	24	which	which	PRON
futech-427	160	25	are	be	AUX
futech-427	160	26	accompanied	accompany	VERB
futech-427	160	27	by	by	ADP
futech-427	160	28	the	the	DET
futech-427	160	29	protection	protection	NOUN
futech-427	160	30	of	of	ADP
futech-427	160	31	heritage	heritage	NOUN
futech-427	160	32	values	value	NOUN
futech-427	160	33	.	.	PUNCT
futech-427	161	1	the	the	DET
futech-427	161	2	evaluation	evaluation	NOUN
futech-427	161	3	results	result	VERB
futech-427	161	4	as	as	ADP
futech-427	161	5	a	a	DET
futech-427	161	6	whole	whole	ADJ
futech-427	161	7	demonstrate	demonstrate	VERB
futech-427	161	8	the	the	DET
futech-427	161	9	framework	framework	NOUN
futech-427	161	10	’s	’s	PART
futech-427	161	11	utility	utility	NOUN
futech-427	161	12	in	in	ADP
futech-427	161	13	accomplishing	accomplish	VERB
futech-427	161	14	multifaceted	multifaceted	ADJ
futech-427	161	15	objectives	objective	NOUN
futech-427	161	16	of	of	ADP
futech-427	161	17	preservation	preservation	NOUN
futech-427	161	18	under	under	ADP
futech-427	161	19	community	community	NOUN
futech-427	161	20	development	development	NOUN
futech-427	161	21	and	and	CCONJ
futech-427	161	22	culture	culture	NOUN
futech-427	161	23	during	during	ADP
futech-427	161	24	rapid	rapid	ADJ
futech-427	161	25	urbanization	urbanization	NOUN
futech-427	161	26	.	.	PUNCT
futech-427	162	1	3.3	3.3	NUM
futech-427	162	2	practical	practical	ADJ
futech-427	162	3	application	application	NOUN
futech-427	162	4	verification	verification	NOUN
futech-427	162	5	to	to	ADP
futech-427	162	6	some	some	DET
futech-427	162	7	degree	degree	NOUN
futech-427	162	8	,	,	PUNCT
futech-427	162	9	the	the	DET
futech-427	162	10	dali	dali	PROPN
futech-427	162	11	ancient	ancient	PROPN
futech-427	162	12	city	city	PROPN
futech-427	162	13	case	case	NOUN
futech-427	162	14	study	study	NOUN
futech-427	162	15	affirms	affirm	VERB
futech-427	162	16	how	how	SCONJ
futech-427	162	17	well	well	ADV
futech-427	162	18	the	the	DET
futech-427	162	19	culturally	culturally	ADV
futech-427	162	20	oriented	orient	VERB
futech-427	162	21	multi	multi	ADJ
futech-427	162	22	-	-	ADJ
futech-427	162	23	agent	agent	ADJ
futech-427	162	24	reinforcement	reinforcement	NOUN
futech-427	162	25	learning	learning	NOUN
futech-427	162	26	framework	framework	NOUN
futech-427	162	27	performs	perform	VERB
futech-427	162	28	with	with	ADP
futech-427	162	29	respect	respect	NOUN
futech-427	162	30	to	to	ADP
futech-427	162	31	various	various	ADJ
futech-427	162	32	heritage	heritage	NOUN
futech-427	162	33	preservation	preservation	NOUN
futech-427	162	34	challenges	challenge	NOUN
futech-427	162	35	and	and	CCONJ
futech-427	162	36	stakeholder	stakeholder	NOUN
futech-427	162	37	coordination	coordination	NOUN
futech-427	162	38	difficulties	difficulty	NOUN
futech-427	162	39	.	.	PUNCT
futech-427	163	1	validation	validation	NOUN
futech-427	163	2	of	of	ADP
futech-427	163	3	the	the	DET
futech-427	163	4	implementation	implementation	NOUN
futech-427	163	5	shows	show	VERB
futech-427	163	6	spatial	spatial	ADJ
futech-427	163	7	variation	variation	NOUN
futech-427	163	8	in	in	ADP
futech-427	163	9	effectiveness	effectiveness	NOUN
futech-427	163	10	regarding	regard	VERB
futech-427	163	11	preservation	preservation	NOUN
futech-427	163	12	across	across	ADP
futech-427	163	13	the	the	DET
futech-427	163	14	study	study	NOUN
futech-427	163	15	region	region	NOUN
futech-427	163	16	,	,	PUNCT
futech-427	163	17	scoring	score	VERB
futech-427	163	18	between	between	ADP
futech-427	163	19	75	75	NUM
futech-427	163	20	%	%	NOUN
futech-427	163	21	and	and	CCONJ
futech-427	163	22	95	95	NUM
futech-427	163	23	%	%	NOUN
futech-427	163	24	of	of	ADP
futech-427	163	25	protection	protection	NOUN
futech-427	163	26	eligibility	eligibility	NOUN
futech-427	163	27	in	in	ADP
futech-427	163	28	different	different	ADJ
futech-427	163	29	areas	area	NOUN
futech-427	163	30	of	of	ADP
futech-427	163	31	the	the	DET
futech-427	163	32	region	region	NOUN
futech-427	163	33	,	,	PUNCT
futech-427	163	34	as	as	SCONJ
futech-427	163	35	shown	show	VERB
futech-427	163	36	in	in	ADP
futech-427	163	37	figure	figure	NOUN
futech-427	163	38	4(a	4(a	NUM
futech-427	163	39	)	)	PUNCT
futech-427	163	40	.	.	PUNCT
futech-427	164	1	table	table	NOUN
futech-427	164	2	3	3	NUM
futech-427	164	3	.	.	PUNCT
futech-427	164	4	residential	residential	ADJ
futech-427	164	5	heritage	heritage	NOUN
futech-427	164	6	protection	protection	NOUN
futech-427	164	7	effectiveness	effectiveness	NOUN
futech-427	164	8	and	and	CCONJ
futech-427	164	9	multi	multi	ADJ
futech-427	164	10	-	-	ADJ
futech-427	164	11	objective	objective	ADJ
futech-427	164	12	optimization	optimization	NOUN
futech-427	164	13	indicators	indicator	NOUN
futech-427	164	14	statistics	statistic	NOUN
futech-427	164	15	evaluation	evaluation	NOUN
futech-427	164	16	dimension	dimension	NOUN
futech-427	164	17	baseline	baseline	NOUN
futech-427	164	18	value	value	NOUN
futech-427	164	19	(	(	PUNCT
futech-427	164	20	%	%	INTJ
futech-427	164	21	)	)	PUNCT
futech-427	164	22	implementation	implementation	NOUN
futech-427	164	23	result	result	NOUN
futech-427	164	24	(	(	PUNCT
futech-427	164	25	%	%	INTJ
futech-427	164	26	)	)	PUNCT
futech-427	164	27	improvement	improvement	NOUN
futech-427	164	28	(	(	PUNCT
futech-427	164	29	%	%	INTJ
futech-427	164	30	)	)	PUNCT
futech-427	165	1	target	target	NOUN
futech-427	165	2	achievement	achievement	NOUN
futech-427	165	3	(	(	PUNCT
futech-427	165	4	%	%	INTJ
futech-427	165	5	)	)	PUNCT
futech-427	165	6	performance	performance	NOUN
futech-427	165	7	rating	rating	NOUN
futech-427	165	8	heritage	heritage	NOUN
futech-427	165	9	architectural	architectural	ADJ
futech-427	165	10	integrity	integrity	NOUN
futech-427	165	11	62.4	62.4	NUM
futech-427	165	12	89.7	89.7	NUM
futech-427	165	13	27.3	27.3	NUM
futech-427	165	14	94.1	94.1	NUM
futech-427	165	15	excellent	excellent	ADJ
futech-427	165	16	cultural	cultural	ADJ
futech-427	165	17	identity	identity	NOUN
futech-427	165	18	preservation	preservation	NOUN
futech-427	165	19	58.3	58.3	NUM
futech-427	165	20	91.2	91.2	NUM
futech-427	165	21	32.9	32.9	NUM
futech-427	165	22	95.8	95.8	NUM
futech-427	165	23	excellent	excellent	ADJ
futech-427	165	24	community	community	NOUN
futech-427	165	25	satisfaction	satisfaction	NOUN
futech-427	165	26	index	index	NOUN
futech-427	165	27	65.2	65.2	NUM
futech-427	165	28	87.5	87.5	NUM
futech-427	165	29	22.3	22.3	NUM
futech-427	165	30	91.7	91.7	NUM
futech-427	165	31	very	very	ADV
futech-427	165	32	good	good	ADJ
futech-427	165	33	stakeholder	stakeholder	NOUN
futech-427	165	34	coordination	coordination	NOUN
futech-427	165	35	54.7	54.7	NUM
futech-427	165	36	86.4	86.4	NUM
futech-427	165	37	31.7	31.7	NUM
futech-427	165	38	93.2	93.2	NUM
futech-427	165	39	excellent	excellent	ADJ
futech-427	165	40	economic	economic	ADJ
futech-427	165	41	sustainability	sustainability	NOUN
futech-427	165	42	49.8	49.8	NUM
futech-427	165	43	78.9	78.9	NUM
futech-427	165	44	29.1	29.1	NUM
futech-427	165	45	82.6	82.6	NUM
futech-427	165	46	good	good	ADJ
futech-427	165	47	environmental	environmental	ADJ
futech-427	165	48	compatibility	compatibility	NOUN
futech-427	165	49	71.6	71.6	NUM
futech-427	165	50	84.3	84.3	NUM
futech-427	165	51	12.7	12.7	NUM
futech-427	165	52	88.7	88.7	NUM
futech-427	165	53	very	very	ADV
futech-427	165	54	good	good	ADJ
futech-427	165	55	policy	policy	NOUN
futech-427	165	56	implementation	implementation	NOUN
futech-427	165	57	efficiency	efficiency	NOUN
futech-427	165	58	58.9	58.9	NUM
futech-427	165	59	83.7	83.7	NUM
futech-427	165	60	24.8	24.8	NUM
futech-427	165	61	87.9	87.9	NUM
futech-427	165	62	very	very	ADV
futech-427	165	63	good	good	ADJ
futech-427	165	64	cultural	cultural	ADJ
futech-427	165	65	transmission	transmission	NOUN
futech-427	165	66	effectiveness	effectiveness	NOUN
futech-427	165	67	52.4	52.4	NUM
futech-427	165	68	88.6	88.6	NUM
futech-427	165	69	36.2	36.2	NUM
futech-427	165	70	92.8	92.8	NUM
futech-427	166	1	excellent	excellent	ADJ
futech-427	166	2	x.	x.	NOUN
futech-427	166	3	qian	qian	PROPN
futech-427	166	4	et	et	PROPN
futech-427	166	5	al	al	PROPN
futech-427	166	6	.	.	PROPN
futech-427	166	7	/future	/future	PUNCT
futech-427	166	8	technology	technology	PROPN
futech-427	166	9	november	november	PROPN
futech-427	166	10	2025|	2025|	NUM
futech-427	166	11	volume	volume	NOUN
futech-427	166	12	04	04	NUM
futech-427	167	1	|	|	ADV
futech-427	167	2	issue	issue	VERB
futech-427	167	3	04	04	NUM
futech-427	168	1	|	|	CCONJ
futech-427	168	2	pages	page	VERB
futech-427	168	3	33	33	NUM
futech-427	168	4	-	-	SYM
futech-427	168	5	42	42	NUM
futech-427	168	6	39	39	NUM
futech-427	168	7	the	the	DET
futech-427	168	8	spatial	spatial	ADJ
futech-427	168	9	distribution	distribution	NOUN
futech-427	168	10	analysis	analysis	NOUN
futech-427	168	11	indicates	indicate	VERB
futech-427	168	12	concentrated	concentrated	ADJ
futech-427	168	13	high	high	ADJ
futech-427	168	14	-	-	PUNCT
futech-427	168	15	performance	performance	NOUN
futech-427	168	16	areas	area	NOUN
futech-427	168	17	in	in	ADP
futech-427	168	18	the	the	DET
futech-427	168	19	core	core	ADJ
futech-427	168	20	heritage	heritage	NOUN
futech-427	168	21	districts	district	NOUN
futech-427	168	22	,	,	PUNCT
futech-427	168	23	where	where	SCONJ
futech-427	168	24	traditional	traditional	ADJ
futech-427	168	25	bai	bai	PROPN
futech-427	168	26	ethnic	ethnic	ADJ
futech-427	168	27	architectural	architectural	ADJ
futech-427	168	28	features	feature	NOUN
futech-427	168	29	achieve	achieve	VERB
futech-427	168	30	effective	effective	ADJ
futech-427	168	31	preservation	preservation	NOUN
futech-427	168	32	outcomes	outcome	NOUN
futech-427	168	33	,	,	PUNCT
futech-427	168	34	while	while	SCONJ
futech-427	168	35	peripheral	peripheral	ADJ
futech-427	168	36	zones	zone	NOUN
futech-427	168	37	demonstrate	demonstrate	VERB
futech-427	168	38	progressive	progressive	ADJ
futech-427	168	39	improvement	improvement	NOUN
futech-427	168	40	patterns	pattern	NOUN
futech-427	168	41	that	that	PRON
futech-427	168	42	reflect	reflect	VERB
futech-427	168	43	the	the	DET
futech-427	168	44	framework	framework	NOUN
futech-427	168	45	's	's	PART
futech-427	168	46	adaptive	adaptive	ADJ
futech-427	168	47	coordination	coordination	NOUN
futech-427	168	48	mechanisms	mechanism	NOUN
futech-427	168	49	responding	respond	VERB
futech-427	168	50	to	to	ADP
futech-427	168	51	varying	vary	VERB
futech-427	168	52	urban	urban	ADJ
futech-427	168	53	development	development	NOUN
futech-427	168	54	pressures	pressure	NOUN
futech-427	168	55	and	and	CCONJ
futech-427	168	56	community	community	NOUN
futech-427	168	57	engagement	engagement	NOUN
futech-427	168	58	levels	level	NOUN
futech-427	168	59	.	.	PUNCT
futech-427	169	1	multi	multi	ADJ
futech-427	169	2	-	-	ADJ
futech-427	169	3	stakeholder	stakeholder	ADJ
futech-427	169	4	coordination	coordination	NOUN
futech-427	169	5	effectiveness	effectiveness	NOUN
futech-427	169	6	evaluation	evaluation	NOUN
futech-427	169	7	demonstrates	demonstrate	VERB
futech-427	169	8	improvements	improvement	NOUN
futech-427	169	9	in	in	ADP
futech-427	169	10	collaborative	collaborative	ADJ
futech-427	169	11	decision	decision	NOUN
futech-427	169	12	-	-	PUNCT
futech-427	169	13	making	make	VERB
futech-427	169	14	processes	process	NOUN
futech-427	169	15	among	among	ADP
futech-427	169	16	diverse	diverse	ADJ
futech-427	169	17	interest	interest	NOUN
futech-427	169	18	groups	group	NOUN
futech-427	169	19	,	,	PUNCT
futech-427	169	20	as	as	SCONJ
futech-427	169	21	presented	present	VERB
futech-427	169	22	in	in	ADP
futech-427	169	23	the	the	DET
futech-427	169	24	coordination	coordination	NOUN
futech-427	169	25	heat	heat	NOUN
futech-427	169	26	map	map	NOUN
futech-427	169	27	in	in	ADP
futech-427	169	28	figure	figure	NOUN
futech-427	169	29	4(b	4(b	NUM
futech-427	169	30	)	)	PUNCT
futech-427	169	31	.	.	PUNCT
futech-427	170	1	the	the	DET
futech-427	170	2	framework	framework	NOUN
futech-427	170	3	achieves	achieve	VERB
futech-427	170	4	coordination	coordination	NOUN
futech-427	170	5	scores	score	NOUN
futech-427	170	6	between	between	ADP
futech-427	170	7	residents	resident	NOUN
futech-427	170	8	and	and	CCONJ
futech-427	170	9	cultural	cultural	ADJ
futech-427	170	10	experts	expert	NOUN
futech-427	170	11	at	at	ADP
futech-427	170	12	92	92	NUM
futech-427	170	13	%	%	NOUN
futech-427	170	14	,	,	PUNCT
futech-427	170	15	indicating	indicate	VERB
futech-427	170	16	successful	successful	ADJ
futech-427	170	17	alignment	alignment	NOUN
futech-427	170	18	of	of	ADP
futech-427	170	19	community	community	NOUN
futech-427	170	20	preferences	preference	NOUN
futech-427	170	21	with	with	ADP
futech-427	170	22	professional	professional	ADJ
futech-427	170	23	heritage	heritage	NOUN
futech-427	170	24	preservation	preservation	NOUN
futech-427	170	25	standards	standard	NOUN
futech-427	170	26	.	.	PUNCT
futech-427	171	1	governmentresident	governmentresident	NOUN
futech-427	171	2	coordination	coordination	NOUN
futech-427	171	3	reaches	reach	VERB
futech-427	171	4	85	85	NUM
futech-427	171	5	%	%	NOUN
futech-427	171	6	,	,	PUNCT
futech-427	171	7	while	while	SCONJ
futech-427	171	8	developer	developer	NOUN
futech-427	171	9	-	-	PUNCT
futech-427	171	10	expert	expert	NOUN
futech-427	171	11	collaboration	collaboration	NOUN
futech-427	171	12	attains	attain	NOUN
futech-427	171	13	84	84	NUM
futech-427	171	14	%	%	NOUN
futech-427	171	15	,	,	PUNCT
futech-427	171	16	representing	represent	VERB
futech-427	171	17	improvements	improvement	NOUN
futech-427	171	18	over	over	ADP
futech-427	171	19	traditional	traditional	ADJ
futech-427	171	20	preservation	preservation	NOUN
futech-427	171	21	approaches	approach	NOUN
futech-427	171	22	that	that	PRON
futech-427	171	23	typically	typically	ADV
futech-427	171	24	struggle	struggle	VERB
futech-427	171	25	with	with	ADP
futech-427	171	26	stakeholder	stakeholder	NOUN
futech-427	171	27	conflict	conflict	NOUN
futech-427	171	28	resolution	resolution	NOUN
futech-427	171	29	.	.	PUNCT
futech-427	172	1	the	the	DET
futech-427	172	2	systematic	systematic	ADJ
futech-427	172	3	coordination	coordination	NOUN
futech-427	172	4	matrix	matrix	NOUN
futech-427	172	5	reveals	reveal	VERB
futech-427	172	6	that	that	SCONJ
futech-427	172	7	cultural	cultural	ADJ
futech-427	172	8	experts	expert	NOUN
futech-427	172	9	maintain	maintain	VERB
futech-427	172	10	consistently	consistently	ADV
futech-427	172	11	high	high	ADJ
futech-427	172	12	coordination	coordination	NOUN
futech-427	172	13	levels	level	NOUN
futech-427	172	14	across	across	ADP
futech-427	172	15	all	all	DET
futech-427	172	16	stakeholder	stakeholder	NOUN
futech-427	172	17	categories	category	NOUN
futech-427	172	18	,	,	PUNCT
futech-427	172	19	serving	serve	VERB
futech-427	172	20	as	as	ADP
futech-427	172	21	effective	effective	ADJ
futech-427	172	22	mediators	mediator	NOUN
futech-427	172	23	in	in	ADP
futech-427	172	24	complex	complex	ADJ
futech-427	172	25	preservation	preservation	NOUN
futech-427	172	26	negotiations	negotiation	NOUN
futech-427	172	27	,	,	PUNCT
futech-427	172	28	while	while	SCONJ
futech-427	172	29	developers	developer	NOUN
futech-427	172	30	demonstrate	demonstrate	VERB
futech-427	172	31	enhanced	enhanced	ADJ
futech-427	172	32	cooperation	cooperation	NOUN
futech-427	172	33	levels	level	NOUN
futech-427	172	34	that	that	PRON
futech-427	172	35	exceed	exceed	VERB
futech-427	172	36	baseline	baseline	ADJ
futech-427	172	37	expectations	expectation	NOUN
futech-427	172	38	through	through	ADP
futech-427	172	39	the	the	DET
futech-427	172	40	framework	framework	NOUN
futech-427	172	41	's	's	PART
futech-427	172	42	incentive	incentive	ADJ
futech-427	172	43	alignment	alignment	NOUN
futech-427	172	44	mechanisms	mechanism	NOUN
futech-427	172	45	.	.	PUNCT
futech-427	173	1	the	the	DET
futech-427	173	2	framework	framework	NOUN
futech-427	173	3	's	's	PART
futech-427	173	4	modular	modular	ADJ
futech-427	173	5	architecture	architecture	NOUN
futech-427	173	6	enables	enable	VERB
futech-427	173	7	transferability	transferability	NOUN
futech-427	173	8	by	by	ADP
futech-427	173	9	separating	separate	VERB
futech-427	173	10	universal	universal	ADJ
futech-427	173	11	coordination	coordination	NOUN
futech-427	173	12	mechanisms	mechanism	NOUN
futech-427	173	13	from	from	ADP
futech-427	173	14	culture	culture	NOUN
futech-427	173	15	-	-	PUNCT
futech-427	173	16	specific	specific	ADJ
futech-427	173	17	parameters	parameter	NOUN
futech-427	173	18	,	,	PUNCT
futech-427	173	19	allowing	allow	VERB
futech-427	173	20	adaptation	adaptation	NOUN
futech-427	173	21	to	to	PART
futech-427	173	22	diverse	diverse	VERB
futech-427	173	23	heritage	heritage	NOUN
futech-427	173	24	contexts	context	NOUN
futech-427	173	25	through	through	ADP
futech-427	173	26	coefficient	coefficient	NOUN
futech-427	173	27	recalibration	recalibration	NOUN
futech-427	173	28	rather	rather	ADV
futech-427	173	29	than	than	ADP
futech-427	173	30	algorithmic	algorithmic	ADJ
futech-427	173	31	restructuring	restructuring	NOUN
futech-427	173	32	.	.	PUNCT
futech-427	174	1	figure	figure	NOUN
futech-427	174	2	4	4	NUM
futech-427	174	3	.	.	PUNCT
futech-427	175	1	dali	dali	PROPN
futech-427	175	2	ancient	ancient	ADJ
futech-427	175	3	city	city	PROPN
futech-427	175	4	field	field	NOUN
futech-427	175	5	validation	validation	NOUN
futech-427	175	6	and	and	CCONJ
futech-427	175	7	multi	multi	ADJ
futech-427	175	8	-	-	ADJ
futech-427	175	9	party	party	ADJ
futech-427	175	10	coordination	coordination	NOUN
futech-427	175	11	effectiveness	effectiveness	NOUN
futech-427	175	12	(	(	PUNCT
futech-427	175	13	a	a	X
futech-427	175	14	)	)	PUNCT
futech-427	175	15	field	field	NOUN
futech-427	175	16	validation	validation	NOUN
futech-427	175	17	results	result	VERB
futech-427	175	18	spatial	spatial	ADJ
futech-427	175	19	distribution	distribution	NOUN
futech-427	175	20	,	,	PUNCT
futech-427	175	21	(	(	PUNCT
futech-427	175	22	b	b	X
futech-427	175	23	)	)	PUNCT
futech-427	175	24	agent	agent	NOUN
futech-427	175	25	coordination	coordination	NOUN
futech-427	175	26	protection	protection	NOUN
futech-427	175	27	effectiveness	effectiveness	NOUN
futech-427	175	28	heat	heat	NOUN
futech-427	175	29	map	map	NOUN
futech-427	175	30	,	,	PUNCT
futech-427	175	31	(	(	PUNCT
futech-427	175	32	c	c	X
futech-427	175	33	)	)	PUNCT
futech-427	175	34	multi	multi	ADJ
futech-427	175	35	-	-	ADJ
futech-427	175	36	party	party	ADJ
futech-427	175	37	interest	interest	NOUN
futech-427	175	38	coordination	coordination	NOUN
futech-427	175	39	index	index	NOUN
futech-427	175	40	changes	change	NOUN
futech-427	175	41	,	,	PUNCT
futech-427	175	42	(	(	PUNCT
futech-427	175	43	d	d	X
futech-427	175	44	)	)	PUNCT
futech-427	175	45	community	community	NOUN
futech-427	175	46	satisfaction	satisfaction	NOUN
futech-427	175	47	assessment	assessment	NOUN
futech-427	175	48	results	result	VERB
futech-427	175	49	temporal	temporal	ADJ
futech-427	175	50	analysis	analysis	NOUN
futech-427	175	51	of	of	ADP
futech-427	175	52	multi	multi	ADJ
futech-427	175	53	-	-	ADJ
futech-427	175	54	party	party	ADJ
futech-427	175	55	interest	interest	NOUN
futech-427	175	56	coordination	coordination	NOUN
futech-427	175	57	demonstrates	demonstrate	VERB
futech-427	175	58	sustained	sustain	VERB
futech-427	175	59	improvement	improvement	NOUN
futech-427	175	60	throughout	throughout	ADP
futech-427	175	61	the	the	DET
futech-427	175	62	implementation	implementation	NOUN
futech-427	175	63	period	period	NOUN
futech-427	175	64	,	,	PUNCT
futech-427	175	65	with	with	ADP
futech-427	175	66	coordination	coordination	NOUN
futech-427	175	67	indices	index	NOUN
futech-427	175	68	rising	rise	VERB
futech-427	175	69	from	from	ADP
futech-427	175	70	baseline	baseline	ADJ
futech-427	175	71	values	value	NOUN
futech-427	175	72	of	of	ADP
futech-427	175	73	approximately	approximately	ADV
futech-427	175	74	52	52	NUM
futech-427	175	75	%	%	NOUN
futech-427	175	76	to	to	ADP
futech-427	175	77	optimized	optimize	VERB
futech-427	175	78	levels	level	NOUN
futech-427	175	79	exceeding	exceed	VERB
futech-427	175	80	82	82	NUM
futech-427	175	81	%	%	NOUN
futech-427	175	82	,	,	PUNCT
futech-427	175	83	as	as	SCONJ
futech-427	175	84	shown	show	VERB
futech-427	175	85	in	in	ADP
futech-427	175	86	figure	figure	NOUN
futech-427	175	87	4(c	4(c	NUM
futech-427	175	88	)	)	PUNCT
futech-427	175	89	.	.	PUNCT
futech-427	176	1	identifying	identify	VERB
futech-427	176	2	progressive	progressive	ADJ
futech-427	176	3	enhancement	enhancement	NOUN
futech-427	176	4	techniques	technique	NOUN
futech-427	176	5	has	have	AUX
futech-427	176	6	provided	provide	VERB
futech-427	176	7	evidence	evidence	NOUN
futech-427	176	8	that	that	SCONJ
futech-427	176	9	a	a	DET
futech-427	176	10	multi	multi	ADJ
futech-427	176	11	-	-	ADJ
futech-427	176	12	agent	agent	ADJ
futech-427	176	13	system	system	NOUN
futech-427	176	14	is	be	AUX
futech-427	176	15	capable	capable	ADJ
futech-427	176	16	of	of	ADP
futech-427	176	17	learning	learn	VERB
futech-427	176	18	,	,	PUNCT
futech-427	176	19	adapting	adapt	VERB
futech-427	176	20	to	to	ADP
futech-427	176	21	changing	change	VERB
futech-427	176	22	stakeholder	stakeholder	NOUN
futech-427	176	23	dynamics	dynamic	NOUN
futech-427	176	24	,	,	PUNCT
futech-427	176	25	and	and	CCONJ
futech-427	176	26	overcoming	overcome	VERB
futech-427	176	27	preservation	preservation	NOUN
futech-427	176	28	challenges	challenge	NOUN
futech-427	176	29	.	.	PUNCT
futech-427	177	1	satisfaction	satisfaction	NOUN
futech-427	177	2	assessment	assessment	NOUN
futech-427	177	3	shows	show	VERB
futech-427	177	4	acceptance	acceptance	NOUN
futech-427	177	5	of	of	ADP
futech-427	177	6	community	community	NOUN
futech-427	177	7	practitioners	practitioner	NOUN
futech-427	177	8	and	and	CCONJ
futech-427	177	9	residents	resident	NOUN
futech-427	177	10	across	across	ADP
futech-427	177	11	broad	broad	ADJ
futech-427	177	12	demographic	demographic	ADJ
futech-427	177	13	categories	category	NOUN
futech-427	177	14	,	,	PUNCT
futech-427	177	15	with	with	ADP
futech-427	177	16	cultural	cultural	ADJ
futech-427	177	17	practitioners	practitioner	NOUN
futech-427	177	18	achieving	achieve	VERB
futech-427	177	19	as	as	ADV
futech-427	177	20	high	high	ADJ
futech-427	177	21	as	as	ADP
futech-427	177	22	94	94	NUM
futech-427	177	23	%	%	NOUN
futech-427	177	24	satisfaction	satisfaction	NOUN
futech-427	177	25	,	,	PUNCT
futech-427	177	26	leading	lead	VERB
futech-427	177	27	the	the	DET
futech-427	177	28	group	group	NOUN
futech-427	177	29	,	,	PUNCT
futech-427	177	30	elderly	elderly	ADJ
futech-427	177	31	residents	resident	NOUN
futech-427	177	32	achieving	achieve	VERB
futech-427	177	33	91	91	NUM
futech-427	177	34	%	%	NOUN
futech-427	177	35	,	,	PUNCT
futech-427	177	36	young	young	ADJ
futech-427	177	37	families	family	NOUN
futech-427	177	38	achieving	achieve	VERB
futech-427	177	39	87	87	NUM
futech-427	177	40	%	%	NOUN
futech-427	177	41	,	,	PUNCT
futech-427	177	42	and	and	CCONJ
futech-427	177	43	business	business	NOUN
futech-427	177	44	owners	owner	NOUN
futech-427	177	45	achieving	achieve	VERB
futech-427	177	46	85	85	NUM
futech-427	177	47	%	%	NOUN
futech-427	177	48	as	as	SCONJ
futech-427	177	49	shown	show	VERB
futech-427	177	50	in	in	ADP
futech-427	177	51	figure	figure	NOUN
futech-427	177	52	4(d	4(d	NUM
futech-427	177	53	)	)	PUNCT
futech-427	177	54	.	.	PUNCT
futech-427	178	1	these	these	DET
futech-427	178	2	findings	finding	NOUN
futech-427	178	3	enable	enable	VERB
futech-427	178	4	us	we	PRON
futech-427	178	5	to	to	PART
futech-427	178	6	conclude	conclude	VERB
futech-427	178	7	that	that	SCONJ
futech-427	178	8	the	the	DET
futech-427	178	9	attempt	attempt	NOUN
futech-427	178	10	to	to	PART
futech-427	178	11	strike	strike	VERB
futech-427	178	12	a	a	DET
futech-427	178	13	balance	balance	NOUN
futech-427	178	14	between	between	ADP
futech-427	178	15	the	the	DET
futech-427	178	16	preservation	preservation	NOUN
futech-427	178	17	objectives	objective	NOUN
futech-427	178	18	and	and	CCONJ
futech-427	178	19	the	the	DET
futech-427	178	20	community	community	NOUN
futech-427	178	21	welfare	welfare	NOUN
futech-427	178	22	considerations	consideration	NOUN
futech-427	178	23	has	have	AUX
futech-427	178	24	succeeded	succeed	VERB
futech-427	178	25	,	,	PUNCT
futech-427	178	26	making	make	VERB
futech-427	178	27	progress	progress	NOUN
futech-427	178	28	towards	towards	ADP
futech-427	178	29	long	long	ADJ
futech-427	178	30	-	-	PUNCT
futech-427	178	31	term	term	NOUN
futech-427	178	32	sustainability	sustainability	NOUN
futech-427	178	33	for	for	ADP
futech-427	178	34	the	the	DET
futech-427	178	35	initiatives	initiative	NOUN
futech-427	178	36	intended	intend	VERB
futech-427	178	37	for	for	ADP
futech-427	178	38	heritage	heritage	NOUN
futech-427	178	39	conservation	conservation	NOUN
futech-427	178	40	.	.	PUNCT
futech-427	179	1	the	the	DET
futech-427	179	2	analysis	analysis	NOUN
futech-427	179	3	regarding	regard	VERB
futech-427	179	4	long	long	ADJ
futech-427	179	5	-	-	PUNCT
futech-427	179	6	term	term	NOUN
futech-427	179	7	sustainability	sustainability	NOUN
futech-427	179	8	indicates	indicate	VERB
futech-427	179	9	the	the	DET
futech-427	179	10	ability	ability	NOUN
futech-427	179	11	of	of	ADP
futech-427	179	12	the	the	DET
futech-427	179	13	framework	framework	NOUN
futech-427	179	14	to	to	PART
futech-427	179	15	endure	endure	VERB
futech-427	179	16	regarding	regard	VERB
futech-427	179	17	the	the	DET
futech-427	179	18	maintenance	maintenance	NOUN
futech-427	179	19	of	of	ADP
futech-427	179	20	preservation	preservation	NOUN
futech-427	179	21	effectiveness	effectiveness	NOUN
futech-427	179	22	over	over	ADP
futech-427	179	23	prolonged	prolong	VERB
futech-427	179	24	time	time	NOUN
futech-427	179	25	periods	period	NOUN
futech-427	179	26	while	while	SCONJ
futech-427	179	27	still	still	ADV
futech-427	179	28	coping	cope	VERB
futech-427	179	29	with	with	ADP
futech-427	179	30	urban	urban	ADJ
futech-427	179	31	development	development	NOUN
futech-427	179	32	pressure	pressure	NOUN
futech-427	179	33	as	as	SCONJ
futech-427	179	34	shown	show	VERB
futech-427	179	35	in	in	ADP
futech-427	179	36	figure	figure	NOUN
futech-427	179	37	5(a	5(a	NUM
futech-427	179	38	)	)	PUNCT
futech-427	179	39	.	.	PUNCT
futech-427	180	1	historical	historical	ADJ
futech-427	180	2	implementation	implementation	NOUN
futech-427	180	3	databases	database	NOUN
futech-427	180	4	suggest	suggest	VERB
futech-427	180	5	that	that	SCONJ
futech-427	180	6	initial	initial	ADJ
futech-427	180	7	levels	level	NOUN
futech-427	180	8	of	of	ADP
futech-427	180	9	preservation	preservation	NOUN
futech-427	180	10	effectiveness	effectiveness	NOUN
futech-427	180	11	rest	rest	NOUN
futech-427	180	12	at	at	ADP
futech-427	180	13	90.2	90.2	NUM
futech-427	180	14	%	%	NOUN
futech-427	180	15	with	with	ADP
futech-427	180	16	projections	projection	NOUN
futech-427	180	17	estimating	estimate	VERB
futech-427	180	18	a	a	DET
futech-427	180	19	gradual	gradual	ADJ
futech-427	180	20	drop	drop	NOUN
futech-427	180	21	to	to	ADP
futech-427	180	22	88.5	88.5	NUM
futech-427	180	23	%	%	NOUN
futech-427	180	24	in	in	ADP
futech-427	180	25	the	the	DET
futech-427	180	26	short	short	ADJ
futech-427	180	27	term	term	NOUN
futech-427	180	28	and	and	CCONJ
futech-427	180	29	87.3	87.3	NUM
futech-427	180	30	%	%	NOUN
futech-427	180	31	for	for	ADP
futech-427	180	32	the	the	DET
futech-427	180	33	long	long	ADJ
futech-427	180	34	-	-	PUNCT
futech-427	180	35	term	term	NOUN
futech-427	180	36	scenario	scenario	NOUN
futech-427	180	37	,	,	PUNCT
futech-427	180	38	which	which	PRON
futech-427	180	39	is	be	AUX
futech-427	180	40	a	a	DET
futech-427	180	41	good	good	ADJ
futech-427	180	42	percentage	percentage	NOUN
futech-427	180	43	in	in	ADP
futech-427	180	44	the	the	DET
futech-427	180	45	model	model	NOUN
futech-427	180	46	of	of	ADP
futech-427	180	47	minimal	minimal	ADJ
futech-427	180	48	degradation	degradation	NOUN
futech-427	180	49	rates	rate	NOUN
futech-427	180	50	surpassing	surpass	VERB
futech-427	180	51	traditional	traditional	ADJ
futech-427	180	52	approaches	approach	NOUN
futech-427	180	53	to	to	ADP
futech-427	180	54	preservation	preservation	NOUN
futech-427	180	55	.	.	PUNCT
futech-427	181	1	the	the	DET
futech-427	181	2	framework	framework	NOUN
futech-427	181	3	maintains	maintain	VERB
futech-427	181	4	preservation	preservation	NOUN
futech-427	181	5	effectiveness	effectiveness	NOUN
futech-427	181	6	under	under	ADP
futech-427	181	7	varying	vary	VERB
futech-427	181	8	environmental	environmental	ADJ
futech-427	181	9	conditions	condition	NOUN
futech-427	181	10	,	,	PUNCT
futech-427	181	11	as	as	SCONJ
futech-427	181	12	made	make	VERB
futech-427	181	13	clear	clear	ADJ
futech-427	181	14	in	in	ADP
futech-427	181	15	figure	figure	NOUN
futech-427	181	16	5(b	5(b	NUM
futech-427	181	17	)	)	PUNCT
futech-427	181	18	,	,	PUNCT
futech-427	181	19	displaying	display	VERB
futech-427	181	20	the	the	DET
futech-427	181	21	framework	framework	NOUN
futech-427	181	22	's	's	PART
futech-427	181	23	resilience	resilience	NOUN
futech-427	181	24	,	,	PUNCT
futech-427	181	25	confirming	confirm	VERB
futech-427	181	26	system	system	NOUN
futech-427	181	27	stability	stability	NOUN
futech-427	181	28	and	and	CCONJ
futech-427	181	29	adaptability	adaptability	NOUN
futech-427	181	30	assessment	assessment	NOUN
futech-427	181	31	,	,	PUNCT
futech-427	181	32	which	which	PRON
futech-427	181	33	shows	show	VERB
futech-427	181	34	correlation	correlation	NOUN
futech-427	181	35	between	between	ADP
futech-427	181	36	these	these	DET
futech-427	181	37	metrics	metric	NOUN
futech-427	181	38	across	across	ADP
futech-427	181	39	relief	relief	NOUN
futech-427	181	40	scenarios	scenario	NOUN
futech-427	181	41	of	of	ADP
futech-427	181	42	stress	stress	NOUN
futech-427	181	43	,	,	PUNCT
futech-427	181	44	from	from	ADP
futech-427	181	45	low	low	ADJ
futech-427	181	46	achieving	achieve	VERB
futech-427	181	47	92	92	NUM
futech-427	181	48	%	%	NOUN
futech-427	181	49	effectiveness	effectiveness	NOUN
futech-427	181	50	to	to	ADP
futech-427	181	51	extreme	extreme	ADJ
futech-427	181	52	stress	stress	NOUN
futech-427	181	53	conditions	condition	NOUN
futech-427	181	54	,	,	PUNCT
futech-427	181	55	where	where	SCONJ
futech-427	181	56	they	they	PRON
futech-427	181	57	maintain	maintain	VERB
futech-427	181	58	at	at	ADP
futech-427	181	59	an	an	DET
futech-427	181	60	83	83	NUM
futech-427	181	61	%	%	NOUN
futech-427	181	62	performance	performance	NOUN
futech-427	181	63	level	level	NOUN
futech-427	181	64	.	.	PUNCT
futech-427	182	1	figure	figure	NOUN
futech-427	182	2	5	5	NUM
futech-427	182	3	.	.	PUNCT
futech-427	183	1	long	long	ADJ
futech-427	183	2	-	-	PUNCT
futech-427	183	3	term	term	NOUN
futech-427	183	4	sustainability	sustainability	NOUN
futech-427	183	5	analysis	analysis	NOUN
futech-427	183	6	and	and	CCONJ
futech-427	183	7	application	application	NOUN
futech-427	183	8	promotion	promotion	NOUN
futech-427	183	9	potential	potential	NOUN
futech-427	183	10	(	(	PUNCT
futech-427	183	11	a	a	X
futech-427	183	12	)	)	PUNCT
futech-427	183	13	protection	protection	NOUN
futech-427	183	14	effectiveness	effectiveness	NOUN
futech-427	183	15	staged	stage	VERB
futech-427	183	16	comparison	comparison	NOUN
futech-427	183	17	analysis	analysis	NOUN
futech-427	183	18	,	,	PUNCT
futech-427	183	19	(	(	PUNCT
futech-427	183	20	b	b	X
futech-427	183	21	)	)	PUNCT
futech-427	183	22	system	system	NOUN
futech-427	183	23	stability	stability	NOUN
futech-427	183	24	and	and	CCONJ
futech-427	183	25	adaptability	adaptability	NOUN
futech-427	183	26	assessment	assessment	NOUN
futech-427	183	27	,	,	PUNCT
futech-427	183	28	(	(	PUNCT
futech-427	183	29	c	c	X
futech-427	183	30	)	)	PUNCT
futech-427	183	31	regional	regional	ADJ
futech-427	183	32	applicability	applicability	NOUN
futech-427	183	33	multi	multi	ADJ
futech-427	183	34	-	-	ADJ
futech-427	183	35	dimensional	dimensional	ADJ
futech-427	183	36	analysis	analysis	NOUN
futech-427	183	37	,	,	PUNCT
futech-427	183	38	(	(	PUNCT
futech-427	183	39	d	d	X
futech-427	183	40	)	)	PUNCT
futech-427	183	41	replication	replication	NOUN
futech-427	183	42	potential	potential	NOUN
futech-427	183	43	and	and	CCONJ
futech-427	183	44	application	application	NOUN
futech-427	183	45	scalability	scalability	NOUN
futech-427	183	46	evaluation	evaluation	NOUN
futech-427	183	47	the	the	DET
futech-427	183	48	applicability	applicability	NOUN
futech-427	183	49	assessment	assessment	NOUN
futech-427	183	50	at	at	ADP
futech-427	183	51	the	the	DET
futech-427	183	52	regional	regional	ADJ
futech-427	183	53	level	level	NOUN
futech-427	183	54	confirms	confirm	VERB
futech-427	183	55	that	that	SCONJ
futech-427	183	56	the	the	DET
futech-427	183	57	framework	framework	NOUN
futech-427	183	58	can	can	AUX
futech-427	183	59	be	be	AUX
futech-427	183	60	transferred	transfer	VERB
futech-427	183	61	to	to	ADP
futech-427	183	62	other	other	ADJ
futech-427	183	63	cultural	cultural	ADJ
futech-427	183	64	heritage	heritage	NOUN
futech-427	183	65	contexts	context	NOUN
futech-427	183	66	outside	outside	ADP
futech-427	183	67	the	the	DET
futech-427	183	68	dali	dali	PROPN
futech-427	183	69	implementation	implementation	PROPN
futech-427	183	70	site	site	NOUN
futech-427	183	71	,	,	PUNCT
futech-427	183	72	as	as	SCONJ
futech-427	183	73	illustrated	illustrate	VERB
futech-427	183	74	in	in	ADP
futech-427	183	75	the	the	DET
futech-427	183	76	multi	multi	ADJ
futech-427	183	77	-	-	ADJ
futech-427	183	78	faceted	faceted	ADJ
futech-427	183	79	evaluation	evaluation	NOUN
futech-427	183	80	in	in	ADP
futech-427	183	81	figure	figure	NOUN
futech-427	183	82	5(c	5(c	NUM
futech-427	183	83	)	)	PUNCT
futech-427	183	84	.	.	PUNCT
futech-427	184	1	from	from	ADP
futech-427	184	2	the	the	DET
futech-427	184	3	radar	radar	NOUN
futech-427	184	4	diagram	diagram	NOUN
futech-427	184	5	,	,	PUNCT
futech-427	184	6	it	it	PRON
futech-427	184	7	can	can	AUX
futech-427	184	8	be	be	AUX
futech-427	184	9	seen	see	VERB
futech-427	184	10	that	that	SCONJ
futech-427	184	11	the	the	DET
futech-427	184	12	five	five	NUM
futech-427	184	13	regions	region	NOUN
futech-427	184	14	were	be	AUX
futech-427	184	15	evaluated	evaluate	VERB
futech-427	184	16	consistently	consistently	ADV
futech-427	184	17	within	within	ADP
futech-427	184	18	the	the	DET
futech-427	184	19	same	same	ADJ
futech-427	184	20	five	five	NUM
futech-427	184	21	regional	regional	ADJ
futech-427	184	22	heritage	heritage	NOUN
futech-427	184	23	sites	site	NOUN
futech-427	184	24	.	.	PUNCT
futech-427	185	1	dali	dali	PROPN
futech-427	185	2	,	,	PUNCT
futech-427	185	3	after	after	ADV
futech-427	185	4	all	all	ADV
futech-427	185	5	,	,	PUNCT
futech-427	185	6	performed	perform	VERB
futech-427	185	7	the	the	DET
futech-427	185	8	best	good	ADJ
futech-427	185	9	on	on	ADP
futech-427	185	10	every	every	DET
futech-427	185	11	single	single	ADJ
futech-427	185	12	measure	measure	NOUN
futech-427	185	13	set	set	VERB
futech-427	185	14	forth	forth	ADV
futech-427	185	15	;	;	PUNCT
futech-427	185	16	whilst	whilst	SCONJ
futech-427	185	17	lijiang	lijiang	PROPN
futech-427	185	18	,	,	PUNCT
futech-427	185	19	shangri	shangri	NOUN
futech-427	185	20	-	-	PUNCT
futech-427	185	21	la	la	NOUN
futech-427	185	22	,	,	PUNCT
futech-427	185	23	xishuangbanna	xishuangbanna	PROPN
futech-427	185	24	,	,	PUNCT
futech-427	185	25	and	and	CCONJ
futech-427	185	26	tengchong	tengchong	NOUN
futech-427	185	27	showed	show	VERB
futech-427	185	28	applicability	applicability	NOUN
futech-427	185	29	potential	potential	NOUN
futech-427	185	30	with	with	ADP
futech-427	185	31	varied	varied	ADJ
futech-427	185	32	performance	performance	NOUN
futech-427	185	33	constrained	constrain	VERB
futech-427	185	34	by	by	ADP
futech-427	185	35	local	local	ADJ
futech-427	185	36	contextual	contextual	ADJ
futech-427	185	37	factors	factor	NOUN
futech-427	185	38	such	such	ADJ
futech-427	185	39	as	as	ADP
futech-427	185	40	cultural	cultural	ADJ
futech-427	185	41	adaptation	adaptation	NOUN
futech-427	185	42	,	,	PUNCT
futech-427	185	43	economic	economic	ADJ
futech-427	185	44	feasibility	feasibility	NOUN
futech-427	185	45	,	,	PUNCT
futech-427	185	46	technical	technical	ADJ
futech-427	185	47	complexity	complexity	NOUN
futech-427	185	48	,	,	PUNCT
futech-427	185	49	and	and	CCONJ
futech-427	185	50	community	community	NOUN
futech-427	185	51	acceptance	acceptance	NOUN
futech-427	185	52	.	.	PUNCT
futech-427	186	1	deployment	deployment	NOUN
futech-427	186	2	considerations	consideration	NOUN
futech-427	186	3	include	include	VERB
futech-427	186	4	computational	computational	ADJ
futech-427	186	5	infrastructure	infrastructure	NOUN
futech-427	186	6	requirements	requirement	NOUN
futech-427	186	7	for	for	ADP
futech-427	186	8	handling	handle	VERB
futech-427	186	9	multi	multi	ADJ
futech-427	186	10	-	-	ADJ
futech-427	186	11	agent	agent	ADJ
futech-427	186	12	x.	x.	NOUN
futech-427	186	13	qian	qian	PROPN
futech-427	186	14	et	et	PROPN
futech-427	186	15	al	al	PROPN
futech-427	186	16	.	.	PROPN
futech-427	186	17	/future	/future	PUNCT
futech-427	186	18	technology	technology	PROPN
futech-427	186	19	november	november	PROPN
futech-427	186	20	2025|	2025|	NUM
futech-427	186	21	volume	volume	NOUN
futech-427	186	22	04	04	NUM
futech-427	187	1	|	|	ADV
futech-427	187	2	issue	issue	VERB
futech-427	187	3	04	04	NUM
futech-427	188	1	|	|	CCONJ
futech-427	188	2	pages	page	VERB
futech-427	188	3	33	33	NUM
futech-427	188	4	-	-	SYM
futech-427	188	5	42	42	NUM
futech-427	188	6	40	40	NUM
futech-427	188	7	coordination	coordination	NOUN
futech-427	188	8	,	,	PUNCT
futech-427	188	9	connectivity	connectivity	NOUN
futech-427	188	10	challenges	challenge	NOUN
futech-427	188	11	in	in	ADP
futech-427	188	12	remote	remote	ADJ
futech-427	188	13	heritage	heritage	NOUN
futech-427	188	14	sites	site	NOUN
futech-427	188	15	,	,	PUNCT
futech-427	188	16	and	and	CCONJ
futech-427	188	17	ethical	ethical	ADJ
futech-427	188	18	protocols	protocol	NOUN
futech-427	188	19	ensuring	ensure	VERB
futech-427	188	20	community	community	NOUN
futech-427	188	21	participation	participation	NOUN
futech-427	188	22	and	and	CCONJ
futech-427	188	23	data	datum	NOUN
futech-427	188	24	protection	protection	NOUN
futech-427	188	25	.	.	PUNCT
futech-427	189	1	the	the	DET
futech-427	189	2	framework	framework	NOUN
futech-427	189	3	's	's	PART
futech-427	189	4	implementation	implementation	NOUN
futech-427	189	5	complexity	complexity	NOUN
futech-427	189	6	varies	vary	VERB
futech-427	189	7	with	with	ADP
futech-427	189	8	site	site	NOUN
futech-427	189	9	scale	scale	NOUN
futech-427	189	10	,	,	PUNCT
futech-427	189	11	with	with	ADP
futech-427	189	12	training	training	NOUN
futech-427	189	13	processes	process	NOUN
futech-427	189	14	requiring	require	VERB
futech-427	189	15	approximately	approximately	ADV
futech-427	189	16	12.5	12.5	NUM
futech-427	189	17	hours	hour	NOUN
futech-427	189	18	for	for	ADP
futech-427	189	19	system	system	NOUN
futech-427	189	20	convergence	convergence	NOUN
futech-427	189	21	.	.	PUNCT
futech-427	190	1	replication	replication	NOUN
futech-427	190	2	potential	potential	NOUN
futech-427	190	3	and	and	CCONJ
futech-427	190	4	application	application	NOUN
futech-427	190	5	scalability	scalability	NOUN
futech-427	190	6	evaluation	evaluation	NOUN
futech-427	190	7	provide	provide	VERB
futech-427	190	8	evidence	evidence	NOUN
futech-427	190	9	of	of	ADP
futech-427	190	10	the	the	DET
futech-427	190	11	framework	framework	NOUN
futech-427	190	12	's	's	PART
futech-427	190	13	practical	practical	ADJ
futech-427	190	14	viability	viability	NOUN
futech-427	190	15	for	for	ADP
futech-427	190	16	widespread	widespread	ADJ
futech-427	190	17	implementation	implementation	NOUN
futech-427	190	18	across	across	ADP
futech-427	190	19	multiple	multiple	ADJ
futech-427	190	20	heritage	heritage	NOUN
futech-427	190	21	preservation	preservation	NOUN
futech-427	190	22	contexts	contexts	NOUN
futech-427	190	23	,	,	PUNCT
futech-427	190	24	as	as	SCONJ
futech-427	190	25	presented	present	VERB
futech-427	190	26	in	in	ADP
futech-427	190	27	figure	figure	NOUN
futech-427	190	28	5(d	5(d	NUM
futech-427	190	29	)	)	PUNCT
futech-427	190	30	.	.	PUNCT
futech-427	191	1	the	the	DET
futech-427	191	2	analysis	analysis	NOUN
futech-427	191	3	highlights	highlight	NOUN
futech-427	191	4	that	that	SCONJ
futech-427	191	5	medium	medium	ADJ
futech-427	191	6	-	-	PUNCT
futech-427	191	7	scale	scale	NOUN
futech-427	191	8	communities	community	NOUN
futech-427	191	9	with	with	ADP
futech-427	191	10	populations	population	NOUN
futech-427	191	11	between	between	ADP
futech-427	191	12	10,000	10,000	NUM
futech-427	191	13	and	and	CCONJ
futech-427	191	14	20,000	20,000	NUM
futech-427	191	15	have	have	VERB
futech-427	191	16	optimal	optimal	ADJ
futech-427	191	17	replication	replication	NOUN
futech-427	191	18	success	success	NOUN
futech-427	191	19	rates	rate	NOUN
futech-427	191	20	of	of	ADP
futech-427	191	21	91	91	NUM
futech-427	191	22	%	%	NOUN
futech-427	191	23	,	,	PUNCT
futech-427	191	24	sustaining	sustain	VERB
futech-427	191	25	acceptable	acceptable	ADJ
futech-427	191	26	performance	performance	NOUN
futech-427	191	27	levels	level	NOUN
futech-427	191	28	above	above	ADP
futech-427	191	29	85	85	NUM
futech-427	191	30	%	%	NOUN
futech-427	191	31	across	across	ADP
futech-427	191	32	all	all	DET
futech-427	191	33	population	population	NOUN
futech-427	191	34	categories	category	NOUN
futech-427	191	35	.	.	PUNCT
futech-427	192	1	the	the	DET
futech-427	192	2	cost	cost	NOUN
futech-427	192	3	-	-	PUNCT
futech-427	192	4	benefit	benefit	NOUN
futech-427	192	5	analysis	analysis	NOUN
futech-427	192	6	indicates	indicate	VERB
futech-427	192	7	positive	positive	ADJ
futech-427	192	8	economic	economic	ADJ
futech-427	192	9	returns	return	NOUN
futech-427	192	10	as	as	SCONJ
futech-427	192	11	the	the	DET
futech-427	192	12	ratios	ratio	NOUN
futech-427	192	13	decline	decline	VERB
futech-427	192	14	from	from	ADP
futech-427	192	15	3.8:1	3.8:1	NUM
futech-427	192	16	for	for	ADP
futech-427	192	17	smaller	small	ADJ
futech-427	192	18	communities	community	NOUN
futech-427	192	19	to	to	ADP
futech-427	192	20	2.6:1	2.6:1	NUM
futech-427	192	21	for	for	ADP
futech-427	192	22	larger	large	ADJ
futech-427	192	23	implementations	implementation	NOUN
futech-427	192	24	,	,	PUNCT
futech-427	192	25	demonstrating	demonstrate	VERB
futech-427	192	26	economies	economy	NOUN
futech-427	192	27	of	of	ADP
futech-427	192	28	scale	scale	NOUN
futech-427	192	29	without	without	ADP
futech-427	192	30	negative	negative	ADJ
futech-427	192	31	return	return	NOUN
futech-427	192	32	profiles	profile	NOUN
futech-427	192	33	.	.	PUNCT
futech-427	193	1	the	the	DET
futech-427	193	2	modular	modular	ADJ
futech-427	193	3	architecture	architecture	NOUN
futech-427	193	4	of	of	ADP
futech-427	193	5	the	the	DET
futech-427	193	6	framework	framework	NOUN
futech-427	193	7	allows	allow	VERB
futech-427	193	8	effective	effective	ADJ
futech-427	193	9	adaptation	adaptation	NOUN
futech-427	193	10	to	to	ADP
futech-427	193	11	different	different	ADJ
futech-427	193	12	cultures	culture	NOUN
futech-427	193	13	while	while	SCONJ
futech-427	193	14	maintaining	maintain	VERB
futech-427	193	15	primary	primary	ADJ
futech-427	193	16	coordination	coordination	NOUN
futech-427	193	17	structures	structure	NOUN
futech-427	193	18	,	,	PUNCT
futech-427	193	19	aiding	aid	VERB
futech-427	193	20	cross	cross	ADJ
futech-427	193	21	-	-	ADJ
futech-427	193	22	scenario	scenario	ADJ
futech-427	193	23	applicability	applicability	NOUN
futech-427	193	24	across	across	ADP
futech-427	193	25	various	various	ADJ
futech-427	193	26	ethnic	ethnic	ADJ
futech-427	193	27	heritage	heritage	NOUN
futech-427	193	28	preservation	preservation	NOUN
futech-427	193	29	contexts	contexts	NOUN
futech-427	193	30	,	,	PUNCT
futech-427	193	31	with	with	ADP
futech-427	193	32	demographic	demographic	ADJ
futech-427	193	33	and	and	CCONJ
futech-427	193	34	economic	economic	ADJ
futech-427	193	35	development	development	NOUN
futech-427	193	36	level	level	NOUN
futech-427	193	37	adaptability	adaptability	NOUN
futech-427	193	38	showing	show	VERB
futech-427	193	39	implementation	implementation	NOUN
futech-427	193	40	feasibility	feasibility	NOUN
futech-427	193	41	.	.	PUNCT
futech-427	194	1	4	4	X
futech-427	194	2	.	.	X
futech-427	194	3	discussion	discussion	NOUN
futech-427	194	4	the	the	DET
futech-427	194	5	research	research	NOUN
futech-427	194	6	integrates	integrate	VERB
futech-427	194	7	multi	multi	ADJ
futech-427	194	8	-	-	ADJ
futech-427	194	9	agent	agent	ADJ
futech-427	194	10	deep	deep	ADJ
futech-427	194	11	reinforcement	reinforcement	NOUN
futech-427	194	12	learning	learning	NOUN
futech-427	194	13	into	into	ADP
futech-427	194	14	heritage	heritage	NOUN
futech-427	194	15	conservation	conservation	NOUN
futech-427	194	16	,	,	PUNCT
futech-427	194	17	marking	mark	VERB
futech-427	194	18	a	a	DET
futech-427	194	19	systematic	systematic	ADJ
futech-427	194	20	application	application	NOUN
futech-427	194	21	of	of	ADP
futech-427	194	22	ai	ai	NOUN
futech-427	194	23	to	to	ADP
futech-427	194	24	cultural	cultural	ADJ
futech-427	194	25	preservation	preservation	NOUN
futech-427	194	26	through	through	ADP
futech-427	194	27	architectural	architectural	ADJ
futech-427	194	28	innovations	innovation	NOUN
futech-427	194	29	that	that	PRON
futech-427	194	30	embed	embed	VERB
futech-427	194	31	cultural	cultural	ADJ
futech-427	194	32	values	value	NOUN
futech-427	194	33	within	within	ADP
futech-427	194	34	computational	computational	ADJ
futech-427	194	35	processes	process	NOUN
futech-427	194	36	.	.	PUNCT
futech-427	195	1	this	this	DET
futech-427	195	2	framework	framework	NOUN
futech-427	195	3	advances	advance	VERB
futech-427	195	4	beyond	beyond	ADP
futech-427	195	5	passive	passive	ADJ
futech-427	195	6	documentation	documentation	NOUN
futech-427	195	7	toward	toward	ADP
futech-427	195	8	dynamic	dynamic	ADJ
futech-427	195	9	preservation	preservation	NOUN
futech-427	195	10	management	management	NOUN
futech-427	195	11	,	,	PUNCT
futech-427	195	12	incorporating	incorporate	VERB
futech-427	195	13	actionable	actionable	ADJ
futech-427	195	14	ai	ai	NOUN
futech-427	195	15	-	-	PUNCT
futech-427	195	16	based	base	VERB
futech-427	195	17	coordination	coordination	NOUN
futech-427	195	18	that	that	PRON
futech-427	195	19	affects	affect	VERB
futech-427	195	20	outcomes	outcome	NOUN
futech-427	195	21	through	through	ADP
futech-427	195	22	stakeholder	stakeholder	NOUN
futech-427	195	23	behavioral	behavioral	ADJ
futech-427	195	24	change	change	NOUN
futech-427	195	25	.	.	PUNCT
futech-427	196	1	unlike	unlike	ADP
futech-427	196	2	conventional	conventional	ADJ
futech-427	196	3	optimization	optimization	NOUN
futech-427	196	4	systems	system	NOUN
futech-427	196	5	,	,	PUNCT
futech-427	196	6	it	it	PRON
futech-427	196	7	unifies	unify	VERB
futech-427	196	8	collective	collective	ADJ
futech-427	196	9	cultural	cultural	ADJ
futech-427	196	10	objectives	objective	NOUN
futech-427	196	11	while	while	SCONJ
futech-427	196	12	balancing	balance	VERB
futech-427	196	13	competing	compete	VERB
futech-427	196	14	interests	interest	NOUN
futech-427	196	15	through	through	ADP
futech-427	196	16	advanced	advanced	ADJ
futech-427	196	17	multi	multi	ADJ
futech-427	196	18	-	-	ADJ
futech-427	196	19	agent	agent	ADJ
futech-427	196	20	coordination	coordination	NOUN
futech-427	196	21	.	.	PUNCT
futech-427	197	1	the	the	DET
futech-427	197	2	design	design	NOUN
futech-427	197	3	demonstrates	demonstrate	VERB
futech-427	197	4	responsible	responsible	ADJ
futech-427	197	5	ai	ai	VERB
futech-427	197	6	deployment	deployment	NOUN
futech-427	197	7	in	in	ADP
futech-427	197	8	culturally	culturally	ADV
futech-427	197	9	sensitive	sensitive	ADJ
futech-427	197	10	contexts	contexts	NOUN
futech-427	197	11	,	,	PUNCT
futech-427	197	12	advancing	advance	VERB
futech-427	197	13	the	the	DET
futech-427	197	14	discourse	discourse	NOUN
futech-427	197	15	on	on	ADP
futech-427	197	16	explainable	explainable	ADJ
futech-427	197	17	ai	ai	NOUN
futech-427	197	18	and	and	CCONJ
futech-427	197	19	responsible	responsible	ADJ
futech-427	197	20	ai	ai	VERB
futech-427	197	21	[	[	X
futech-427	197	22	28	28	NUM
futech-427	197	23	]	]	PUNCT
futech-427	197	24	by	by	ADP
futech-427	197	25	using	use	VERB
futech-427	197	26	artificial	artificial	ADJ
futech-427	197	27	intelligence	intelligence	NOUN
futech-427	197	28	to	to	PART
futech-427	197	29	enhance	enhance	VERB
futech-427	197	30	rather	rather	ADV
futech-427	197	31	than	than	ADP
futech-427	197	32	replace	replace	VERB
futech-427	197	33	human	human	ADJ
futech-427	197	34	decision	decision	NOUN
futech-427	197	35	-	-	PUNCT
futech-427	197	36	making	making	NOUN
futech-427	197	37	in	in	ADP
futech-427	197	38	heritage	heritage	NOUN
futech-427	197	39	management	management	NOUN
futech-427	197	40	.	.	PUNCT
futech-427	198	1	framework	framework	NOUN
futech-427	198	2	integration	integration	NOUN
futech-427	198	3	with	with	ADP
futech-427	198	4	governmental	governmental	ADJ
futech-427	198	5	systems	system	NOUN
futech-427	198	6	occurs	occur	VERB
futech-427	198	7	through	through	ADP
futech-427	198	8	api	api	NOUN
futech-427	198	9	interfaces	interface	NOUN
futech-427	198	10	linking	link	VERB
futech-427	198	11	heritage	heritage	NOUN
futech-427	198	12	databases	database	NOUN
futech-427	198	13	and	and	CCONJ
futech-427	198	14	permit	permit	NOUN
futech-427	198	15	systems	system	NOUN
futech-427	198	16	,	,	PUNCT
futech-427	198	17	supported	support	VERB
futech-427	198	18	by	by	ADP
futech-427	198	19	ai	ai	PROPN
futech-427	198	20	governance	governance	NOUN
futech-427	198	21	committees	committee	NOUN
futech-427	198	22	and	and	CCONJ
futech-427	198	23	standardized	standardized	ADJ
futech-427	198	24	protocols	protocol	NOUN
futech-427	198	25	.	.	PUNCT
futech-427	199	1	the	the	DET
futech-427	199	2	system	system	NOUN
futech-427	199	3	enhances	enhance	VERB
futech-427	199	4	policy	policy	NOUN
futech-427	199	5	formulation	formulation	NOUN
futech-427	199	6	via	via	ADP
futech-427	199	7	predictive	predictive	ADJ
futech-427	199	8	analytics	analytic	NOUN
futech-427	199	9	and	and	CCONJ
futech-427	199	10	automated	automate	VERB
futech-427	199	11	compliance	compliance	NOUN
futech-427	199	12	monitoring	monitoring	NOUN
futech-427	199	13	while	while	SCONJ
futech-427	199	14	maintaining	maintain	VERB
futech-427	199	15	human	human	ADJ
futech-427	199	16	oversight	oversight	NOUN
futech-427	199	17	for	for	ADP
futech-427	199	18	cultural	cultural	ADJ
futech-427	199	19	decisions	decision	NOUN
futech-427	199	20	through	through	ADP
futech-427	199	21	legislative	legislative	ADJ
futech-427	199	22	frameworks	framework	NOUN
futech-427	199	23	that	that	PRON
futech-427	199	24	recognize	recognize	VERB
futech-427	199	25	ai	ai	VERB
futech-427	199	26	-	-	PUNCT
futech-427	199	27	assisted	assist	VERB
futech-427	199	28	heritage	heritage	NOUN
futech-427	199	29	management	management	NOUN
futech-427	199	30	.	.	PUNCT
futech-427	200	1	recent	recent	ADJ
futech-427	200	2	cultural	cultural	ADJ
futech-427	200	3	heritage	heritage	NOUN
futech-427	200	4	digitalization	digitalization	NOUN
futech-427	200	5	studies	study	NOUN
futech-427	200	6	focus	focus	VERB
futech-427	200	7	primarily	primarily	ADV
futech-427	200	8	on	on	ADP
futech-427	200	9	documentation	documentation	NOUN
futech-427	200	10	and	and	CCONJ
futech-427	200	11	visualization	visualization	NOUN
futech-427	200	12	rather	rather	ADV
futech-427	200	13	than	than	ADP
futech-427	200	14	dynamic	dynamic	ADJ
futech-427	200	15	preservation	preservation	NOUN
futech-427	200	16	management	management	NOUN
futech-427	200	17	[	[	X
futech-427	200	18	29	29	NUM
futech-427	200	19	]	]	PUNCT
futech-427	200	20	.	.	PUNCT
futech-427	201	1	this	this	DET
futech-427	201	2	work	work	NOUN
futech-427	201	3	differs	differ	VERB
futech-427	201	4	by	by	ADP
futech-427	201	5	incorporating	incorporate	VERB
futech-427	201	6	actionable	actionable	ADJ
futech-427	201	7	coordination	coordination	NOUN
futech-427	201	8	approaches	approach	NOUN
futech-427	201	9	affecting	affect	VERB
futech-427	201	10	preservation	preservation	NOUN
futech-427	201	11	outcomes	outcome	NOUN
futech-427	201	12	through	through	ADP
futech-427	201	13	stakeholder	stakeholder	NOUN
futech-427	201	14	behavioral	behavioral	ADJ
futech-427	201	15	change	change	NOUN
futech-427	201	16	.	.	PUNCT
futech-427	202	1	the	the	DET
futech-427	202	2	framework	framework	NOUN
futech-427	202	3	works	work	VERB
futech-427	202	4	toward	toward	ADP
futech-427	202	5	unifying	unify	VERB
futech-427	202	6	collective	collective	ADJ
futech-427	202	7	cultural	cultural	ADJ
futech-427	202	8	objectives	objective	NOUN
futech-427	202	9	and	and	CCONJ
futech-427	202	10	balancing	balance	VERB
futech-427	202	11	competing	compete	VERB
futech-427	202	12	stakeholder	stakeholder	NOUN
futech-427	202	13	interests	interest	NOUN
futech-427	202	14	through	through	ADP
futech-427	202	15	advanced	advanced	ADJ
futech-427	202	16	multi	multi	ADJ
futech-427	202	17	-	-	ADJ
futech-427	202	18	agent	agent	ADJ
futech-427	202	19	coordination	coordination	NOUN
futech-427	202	20	[	[	X
futech-427	202	21	30	30	NUM
futech-427	202	22	]	]	PUNCT
futech-427	202	23	,	,	PUNCT
futech-427	202	24	supporting	support	VERB
futech-427	202	25	emerging	emerge	VERB
futech-427	202	26	approaches	approach	NOUN
futech-427	202	27	to	to	PART
futech-427	202	28	trust	trust	VERB
futech-427	202	29	and	and	CCONJ
futech-427	202	30	community	community	NOUN
futech-427	202	31	control	control	NOUN
futech-427	202	32	in	in	ADP
futech-427	202	33	heritage	heritage	NOUN
futech-427	202	34	technology	technology	NOUN
futech-427	202	35	[	[	X
futech-427	202	36	31	31	NUM
futech-427	202	37	]	]	PUNCT
futech-427	202	38	.	.	PUNCT
futech-427	203	1	these	these	DET
futech-427	203	2	findings	finding	NOUN
futech-427	203	3	enable	enable	VERB
futech-427	203	4	scaled	scale	VERB
futech-427	203	5	,	,	PUNCT
futech-427	203	6	culturally	culturally	ADV
futech-427	203	7	grounded	ground	VERB
futech-427	203	8	implementations	implementation	NOUN
futech-427	203	9	across	across	ADP
futech-427	203	10	diverse	diverse	ADJ
futech-427	203	11	contexts	contexts	NOUN
futech-427	203	12	.	.	PUNCT
futech-427	204	1	despite	despite	SCONJ
futech-427	204	2	methodological	methodological	ADJ
futech-427	204	3	robustness	robustness	NOUN
futech-427	204	4	,	,	PUNCT
futech-427	204	5	the	the	DET
futech-427	204	6	framework	framework	NOUN
futech-427	204	7	faces	face	VERB
futech-427	204	8	inherent	inherent	ADJ
futech-427	204	9	limitations	limitation	NOUN
futech-427	204	10	in	in	ADP
futech-427	204	11	quantifying	quantify	VERB
futech-427	204	12	cultural	cultural	ADJ
futech-427	204	13	identity	identity	NOUN
futech-427	204	14	factors	factor	NOUN
futech-427	204	15	and	and	CCONJ
futech-427	204	16	traditional	traditional	ADJ
futech-427	204	17	knowledge	knowledge	NOUN
futech-427	204	18	systems	system	NOUN
futech-427	204	19	.	.	PUNCT
futech-427	205	1	neural	neural	ADJ
futech-427	205	2	network	network	PROPN
futech-427	205	3	architectures	architecture	NOUN
futech-427	205	4	operate	operate	VERB
futech-427	205	5	within	within	ADP
futech-427	205	6	computational	computational	ADJ
futech-427	205	7	bounds	bound	NOUN
futech-427	205	8	that	that	PRON
futech-427	205	9	may	may	AUX
futech-427	205	10	inadequately	inadequately	ADV
futech-427	205	11	capture	capture	VERB
futech-427	205	12	contextually	contextually	ADV
futech-427	205	13	sensitive	sensitive	ADJ
futech-427	205	14	decision	decision	NOUN
futech-427	205	15	-	-	PUNCT
futech-427	205	16	making	make	VERB
futech-427	205	17	processes	process	NOUN
futech-427	205	18	.	.	PUNCT
futech-427	206	1	data	datum	NOUN
futech-427	206	2	availability	availability	NOUN
futech-427	206	3	remains	remain	VERB
futech-427	206	4	challenging	challenge	VERB
futech-427	206	5	for	for	ADP
futech-427	206	6	intangible	intangible	ADJ
futech-427	206	7	heritage	heritage	NOUN
futech-427	206	8	elements	element	NOUN
futech-427	206	9	that	that	PRON
futech-427	206	10	resist	resist	VERB
futech-427	206	11	systematic	systematic	ADJ
futech-427	206	12	digitization	digitization	NOUN
futech-427	206	13	.	.	PUNCT
futech-427	207	1	these	these	DET
futech-427	207	2	constraints	constraint	NOUN
futech-427	207	3	highlight	highlight	VERB
futech-427	207	4	the	the	DET
futech-427	207	5	tension	tension	NOUN
futech-427	207	6	between	between	ADP
futech-427	207	7	computational	computational	ADJ
futech-427	207	8	efficiency	efficiency	NOUN
futech-427	207	9	and	and	CCONJ
futech-427	207	10	cultural	cultural	ADJ
futech-427	207	11	complexity	complexity	NOUN
futech-427	207	12	in	in	ADP
futech-427	207	13	heritage	heritage	NOUN
futech-427	207	14	preservation	preservation	NOUN
futech-427	207	15	systems	system	NOUN
futech-427	207	16	.	.	PUNCT
futech-427	208	1	future	future	ADJ
futech-427	208	2	developments	development	NOUN
futech-427	208	3	should	should	AUX
futech-427	208	4	address	address	VERB
futech-427	208	5	deployment	deployment	ADJ
futech-427	208	6	constraints	constraint	NOUN
futech-427	208	7	through	through	ADP
futech-427	208	8	edge	edge	NOUN
futech-427	208	9	computing	computing	NOUN
futech-427	208	10	,	,	PUNCT
futech-427	208	11	hybrid	hybrid	ADJ
futech-427	208	12	offline	offline	ADJ
futech-427	208	13	systems	system	NOUN
futech-427	208	14	,	,	PUNCT
futech-427	208	15	and	and	CCONJ
futech-427	208	16	community	community	NOUN
futech-427	208	17	advisory	advisory	ADJ
futech-427	208	18	boards	board	NOUN
futech-427	208	19	,	,	PUNCT
futech-427	208	20	ensuring	ensure	VERB
futech-427	208	21	ethical	ethical	ADJ
futech-427	208	22	oversight	oversight	NOUN
futech-427	208	23	.	.	PUNCT
futech-427	209	1	advanced	advanced	ADJ
futech-427	209	2	experience	experience	NOUN
futech-427	209	3	replay	replay	NOUN
futech-427	209	4	mechanisms	mechanism	NOUN
futech-427	209	5	and	and	CCONJ
futech-427	209	6	explainable	explainable	ADJ
futech-427	209	7	ai	ai	NOUN
futech-427	209	8	techniques	technique	NOUN
futech-427	209	9	offer	offer	VERB
futech-427	209	10	pathways	pathway	NOUN
futech-427	209	11	for	for	ADP
futech-427	209	12	improving	improve	VERB
futech-427	209	13	cultural	cultural	ADJ
futech-427	209	14	adaptability	adaptability	NOUN
futech-427	209	15	and	and	CCONJ
futech-427	209	16	decision	decision	NOUN
futech-427	209	17	transparency	transparency	NOUN
futech-427	209	18	[	[	X
futech-427	209	19	32	32	NUM
futech-427	209	20	]	]	PUNCT
futech-427	209	21	.	.	PUNCT
futech-427	210	1	expanding	expand	VERB
futech-427	210	2	the	the	DET
futech-427	210	3	framework	framework	NOUN
futech-427	210	4	to	to	PART
futech-427	210	5	incorporate	incorporate	VERB
futech-427	210	6	metaverse	metaverse	NOUN
futech-427	210	7	applications	application	NOUN
futech-427	210	8	and	and	CCONJ
futech-427	210	9	immersive	immersive	NOUN
futech-427	210	10	technologies	technology	NOUN
futech-427	210	11	presents	present	VERB
futech-427	210	12	opportunities	opportunity	NOUN
futech-427	210	13	for	for	ADP
futech-427	210	14	enhanced	enhanced	ADJ
futech-427	210	15	community	community	NOUN
futech-427	210	16	engagement	engagement	NOUN
futech-427	210	17	.	.	PUNCT
futech-427	211	1	critical	critical	ADJ
futech-427	211	2	advances	advance	NOUN
futech-427	211	3	require	require	VERB
futech-427	211	4	algorithms	algorithm	NOUN
futech-427	211	5	distinguishing	distinguish	VERB
futech-427	211	6	between	between	ADP
futech-427	211	7	adaptive	adaptive	ADJ
futech-427	211	8	cultural	cultural	ADJ
futech-427	211	9	evolution	evolution	NOUN
futech-427	211	10	and	and	CCONJ
futech-427	211	11	erosive	erosive	ADJ
futech-427	211	12	change	change	NOUN
futech-427	211	13	,	,	PUNCT
futech-427	211	14	ensuring	ensure	VERB
futech-427	211	15	preservation	preservation	NOUN
futech-427	211	16	fosters	foster	VERB
futech-427	211	17	living	live	VERB
futech-427	211	18	heritage	heritage	NOUN
futech-427	211	19	rather	rather	ADV
futech-427	211	20	than	than	ADP
futech-427	211	21	a	a	DET
futech-427	211	22	static	static	ADJ
futech-427	211	23	documentation	documentation	NOUN
futech-427	211	24	.	.	PUNCT
futech-427	212	1	these	these	DET
futech-427	212	2	directions	direction	NOUN
futech-427	212	3	emphasize	emphasize	VERB
futech-427	212	4	developing	develop	VERB
futech-427	212	5	computationally	computationally	ADV
futech-427	212	6	efficient	efficient	ADJ
futech-427	212	7	yet	yet	ADV
futech-427	212	8	culturally	culturally	ADV
futech-427	212	9	nuanced	nuanced	ADJ
futech-427	212	10	representation	representation	NOUN
futech-427	212	11	methods	method	NOUN
futech-427	212	12	that	that	PRON
futech-427	212	13	respect	respect	VERB
futech-427	212	14	the	the	DET
futech-427	212	15	complexity	complexity	NOUN
futech-427	212	16	of	of	ADP
futech-427	212	17	heritage	heritage	NOUN
futech-427	212	18	systems	system	NOUN
futech-427	212	19	.	.	PUNCT
futech-427	213	1	5	5	X
futech-427	213	2	.	.	X
futech-427	213	3	conclusion	conclusion	NOUN
futech-427	213	4	this	this	DET
futech-427	213	5	research	research	NOUN
futech-427	213	6	demonstrates	demonstrate	VERB
futech-427	213	7	the	the	DET
futech-427	213	8	effectiveness	effectiveness	NOUN
futech-427	213	9	of	of	ADP
futech-427	213	10	cultural	cultural	ADJ
futech-427	213	11	identity	identity	NOUN
futech-427	213	12	-	-	PUNCT
futech-427	213	13	oriented	orient	VERB
futech-427	213	14	multi	multi	ADJ
futech-427	213	15	-	-	ADJ
futech-427	213	16	agent	agent	ADJ
futech-427	213	17	reinforcement	reinforcement	NOUN
futech-427	213	18	learning	learning	NOUN
futech-427	213	19	frameworks	framework	NOUN
futech-427	213	20	in	in	ADP
futech-427	213	21	traditional	traditional	ADJ
futech-427	213	22	residential	residential	ADJ
futech-427	213	23	heritage	heritage	NOUN
futech-427	213	24	preservation	preservation	NOUN
futech-427	213	25	,	,	PUNCT
futech-427	213	26	achieving	achieve	VERB
futech-427	213	27	performance	performance	NOUN
futech-427	213	28	metrics	metric	NOUN
futech-427	213	29	that	that	PRON
futech-427	213	30	validate	validate	VERB
futech-427	213	31	the	the	DET
futech-427	213	32	viability	viability	NOUN
futech-427	213	33	of	of	ADP
futech-427	213	34	ai	ai	NOUN
futech-427	213	35	-	-	PUNCT
futech-427	213	36	driven	drive	VERB
futech-427	213	37	approaches	approach	NOUN
futech-427	213	38	in	in	ADP
futech-427	213	39	culturally	culturally	ADV
futech-427	213	40	sensitive	sensitive	ADJ
futech-427	213	41	contexts	contexts	NOUN
futech-427	213	42	.	.	PUNCT
futech-427	214	1	the	the	DET
futech-427	214	2	proposed	propose	VERB
futech-427	214	3	framework	framework	NOUN
futech-427	214	4	attains	attain	VERB
futech-427	214	5	89.3	89.3	NUM
futech-427	214	6	%	%	NOUN
futech-427	214	7	overall	overall	ADJ
futech-427	214	8	accuracy	accuracy	NOUN
futech-427	214	9	in	in	ADP
futech-427	214	10	preservation	preservation	NOUN
futech-427	214	11	decision	decision	NOUN
futech-427	214	12	-	-	PUNCT
futech-427	214	13	making	making	NOUN
futech-427	214	14	,	,	PUNCT
futech-427	214	15	with	with	ADP
futech-427	214	16	cultural	cultural	ADJ
futech-427	214	17	preservation	preservation	NOUN
futech-427	214	18	effectiveness	effectiveness	NOUN
futech-427	214	19	reaching	reach	VERB
futech-427	214	20	87.2	87.2	NUM
futech-427	214	21	%	%	NOUN
futech-427	214	22	,	,	PUNCT
futech-427	214	23	outperforming	outperform	VERB
futech-427	214	24	conventional	conventional	ADJ
futech-427	214	25	approaches	approach	NOUN
futech-427	214	26	by	by	ADP
futech-427	214	27	15	15	NUM
futech-427	214	28	-	-	SYM
futech-427	214	29	25	25	NUM
futech-427	214	30	percentage	percentage	NOUN
futech-427	214	31	points	point	NOUN
futech-427	214	32	across	across	ADP
futech-427	214	33	all	all	DET
futech-427	214	34	evaluation	evaluation	NOUN
futech-427	214	35	metrics	metric	NOUN
futech-427	214	36	.	.	PUNCT
futech-427	215	1	the	the	DET
futech-427	215	2	enhancement	enhancement	NOUN
futech-427	215	3	mechanism	mechanism	NOUN
futech-427	215	4	of	of	ADP
futech-427	215	5	cultural	cultural	ADJ
futech-427	215	6	identity	identity	NOUN
futech-427	215	7	shows	show	VERB
futech-427	215	8	improvement	improvement	NOUN
futech-427	215	9	,	,	PUNCT
futech-427	215	10	achieving	achieve	VERB
futech-427	215	11	the	the	DET
futech-427	215	12	impact	impact	NOUN
futech-427	215	13	of	of	ADP
futech-427	215	14	community	community	NOUN
futech-427	215	15	cultural	cultural	ADJ
futech-427	215	16	attachment	attachment	NOUN
futech-427	215	17	and	and	CCONJ
futech-427	215	18	social	social	ADJ
futech-427	215	19	harmony	harmony	NOUN
futech-427	215	20	,	,	PUNCT
futech-427	215	21	yielding	yield	VERB
futech-427	215	22	outcomes	outcome	NOUN
futech-427	215	23	of	of	ADP
futech-427	215	24	91.2	91.2	NUM
futech-427	215	25	%	%	NOUN
futech-427	215	26	and	and	CCONJ
futech-427	215	27	86.4	86.4	NUM
futech-427	215	28	%	%	NOUN
futech-427	215	29	respectively	respectively	ADV
futech-427	215	30	,	,	PUNCT
futech-427	215	31	from	from	ADP
futech-427	215	32	the	the	DET
futech-427	215	33	baseline	baseline	ADJ
futech-427	215	34	levels	level	NOUN
futech-427	215	35	of	of	ADP
futech-427	215	36	58.3	58.3	NUM
futech-427	215	37	%	%	NOUN
futech-427	215	38	and	and	CCONJ
futech-427	215	39	54.7	54.7	NUM
futech-427	215	40	%	%	NOUN
futech-427	215	41	.	.	PUNCT
futech-427	216	1	therefore	therefore	ADV
futech-427	216	2	,	,	PUNCT
futech-427	216	3	these	these	DET
futech-427	216	4	results	result	NOUN
futech-427	216	5	serve	serve	VERB
futech-427	216	6	as	as	ADP
futech-427	216	7	evidence	evidence	NOUN
futech-427	216	8	that	that	SCONJ
futech-427	216	9	intelligent	intelligent	ADJ
futech-427	216	10	agent	agent	NOUN
futech-427	216	11	coordination	coordination	NOUN
futech-427	216	12	balances	balance	NOUN
futech-427	216	13	cultural	cultural	ADJ
futech-427	216	14	,	,	PUNCT
futech-427	216	15	community	community	NOUN
futech-427	216	16	,	,	PUNCT
futech-427	216	17	and	and	CCONJ
futech-427	216	18	stakeholder	stakeholder	NOUN
futech-427	216	19	interests	interest	NOUN
futech-427	216	20	while	while	SCONJ
futech-427	216	21	optimizing	optimize	VERB
futech-427	216	22	value	value	NOUN
futech-427	216	23	across	across	ADP
futech-427	216	24	different	different	ADJ
futech-427	216	25	scales	scale	NOUN
futech-427	216	26	.	.	PUNCT
futech-427	217	1	the	the	DET
futech-427	217	2	findings	finding	NOUN
futech-427	217	3	combine	combine	VERB
futech-427	217	4	disciplines	discipline	NOUN
futech-427	217	5	of	of	ADP
futech-427	217	6	artificial	artificial	ADJ
futech-427	217	7	intelligence	intelligence	NOUN
futech-427	217	8	and	and	CCONJ
futech-427	217	9	the	the	DET
futech-427	217	10	processes	process	NOUN
futech-427	217	11	of	of	ADP
futech-427	217	12	cultural	cultural	ADJ
futech-427	217	13	heritage	heritage	NOUN
futech-427	217	14	protection	protection	NOUN
futech-427	217	15	into	into	ADP
futech-427	217	16	one	one	NUM
futech-427	217	17	by	by	ADP
futech-427	217	18	developing	develop	VERB
futech-427	217	19	a	a	DET
futech-427	217	20	multi	multi	ADJ
futech-427	217	21	-	-	ADJ
futech-427	217	22	agent	agent	ADJ
futech-427	217	23	coordination	coordination	NOUN
futech-427	217	24	mechanism	mechanism	NOUN
futech-427	217	25	that	that	PRON
futech-427	217	26	addresses	address	VERB
futech-427	217	27	conflicts	conflict	NOUN
futech-427	217	28	of	of	ADP
futech-427	217	29	‘	'	PUNCT
futech-427	217	30	residents	resident	NOUN
futech-427	217	31	vs.	vs.	ADP
futech-427	217	32	experts	expert	NOUN
futech-427	217	33	’	'	PUNCT
futech-427	217	34	.	.	PUNCT
futech-427	218	1	the	the	DET
futech-427	218	2	efficiency	efficiency	NOUN
futech-427	218	3	rate	rate	NOUN
futech-427	218	4	exceeds	exceed	VERB
futech-427	218	5	85	85	NUM
futech-427	218	6	%	%	NOUN
futech-427	218	7	across	across	ADP
futech-427	218	8	all	all	DET
futech-427	218	9	stakeholder	stakeholder	NOUN
futech-427	218	10	categories	category	NOUN
futech-427	218	11	,	,	PUNCT
futech-427	218	12	reaching	reach	VERB
futech-427	218	13	92	92	NUM
futech-427	218	14	%	%	NOUN
futech-427	218	15	in	in	ADP
futech-427	218	16	the	the	DET
futech-427	218	17	resident	resident	ADJ
futech-427	218	18	-	-	PUNCT
futech-427	218	19	expert	expert	NOUN
futech-427	218	20	collaboration	collaboration	NOUN
futech-427	218	21	.	.	PUNCT
futech-427	219	1	preservation	preservation	NOUN
futech-427	219	2	efforts	effort	NOUN
futech-427	219	3	demonstrate	demonstrate	VERB
futech-427	219	4	replicable	replicable	ADJ
futech-427	219	5	success	success	NOUN
futech-427	219	6	across	across	ADP
futech-427	219	7	various	various	ADJ
futech-427	219	8	community	community	NOUN
futech-427	219	9	scales	scale	NOUN
futech-427	219	10	with	with	ADP
futech-427	219	11	population	population	NOUN
futech-427	219	12	sizes	size	NOUN
futech-427	219	13	between	between	ADP
futech-427	219	14	5,000	5,000	NUM
futech-427	219	15	and	and	CCONJ
futech-427	219	16	50,000	50,000	NUM
futech-427	219	17	residents	resident	NOUN
futech-427	219	18	while	while	SCONJ
futech-427	219	19	sustaining	sustain	VERB
futech-427	219	20	success	success	NOUN
futech-427	219	21	rates	rate	NOUN
futech-427	219	22	,	,	PUNCT
futech-427	219	23	indicating	indicate	VERB
futech-427	219	24	framework	framework	NOUN
futech-427	219	25	adaptability	adaptability	NOUN
futech-427	219	26	to	to	ADP
futech-427	219	27	numerous	numerous	ADJ
futech-427	219	28	contexts	context	NOUN
futech-427	219	29	of	of	ADP
futech-427	219	30	heritage	heritage	NOUN
futech-427	219	31	preservation	preservation	NOUN
futech-427	219	32	.	.	PUNCT
futech-427	220	1	economically	economically	ADV
futech-427	220	2	,	,	PUNCT
futech-427	220	3	the	the	DET
futech-427	220	4	costbenefit	costbenefit	NOUN
futech-427	220	5	analysis	analysis	NOUN
futech-427	220	6	demonstrates	demonstrate	VERB
futech-427	220	7	the	the	DET
futech-427	220	8	financial	financial	ADJ
futech-427	220	9	viability	viability	NOUN
futech-427	220	10	of	of	ADP
futech-427	220	11	aibased	aibased	ADJ
futech-427	220	12	initiatives	initiative	NOUN
futech-427	220	13	,	,	PUNCT
futech-427	220	14	with	with	ADP
futech-427	220	15	ratios	ratio	NOUN
futech-427	220	16	ranging	range	VERB
futech-427	220	17	from	from	ADP
futech-427	220	18	2.6:1	2.6:1	NUM
futech-427	220	19	to	to	ADP
futech-427	220	20	3.8:1	3.8:1	NUM
futech-427	220	21	.	.	PUNCT
futech-427	221	1	as	as	ADP
futech-427	221	2	for	for	ADP
futech-427	221	3	the	the	DET
futech-427	221	4	application	application	NOUN
futech-427	221	5	of	of	ADP
futech-427	221	6	deep	deep	ADJ
futech-427	221	7	learning	learning	NOUN
futech-427	221	8	technology	technology	NOUN
futech-427	221	9	on	on	ADP
futech-427	221	10	cultural	cultural	ADJ
futech-427	221	11	heritage	heritage	NOUN
futech-427	221	12	,	,	PUNCT
futech-427	221	13	ai	ai	AUX
futech-427	221	14	applications	application	NOUN
futech-427	221	15	in	in	ADP
futech-427	221	16	cultural	cultural	ADJ
futech-427	221	17	heritage	heritage	NOUN
futech-427	221	18	will	will	AUX
futech-427	221	19	expand	expand	VERB
futech-427	221	20	to	to	PART
futech-427	221	21	include	include	VERB
futech-427	221	22	multi	multi	ADJ
futech-427	221	23	-	-	ADJ
futech-427	221	24	modal	modal	ADJ
futech-427	221	25	decision	decision	NOUN
futech-427	221	26	support	support	NOUN
futech-427	221	27	systems	system	NOUN
futech-427	221	28	,	,	PUNCT
futech-427	221	29	which	which	PRON
futech-427	221	30	can	can	AUX
futech-427	221	31	leverage	leverage	VERB
futech-427	221	32	visual	visual	ADJ
futech-427	221	33	,	,	PUNCT
futech-427	221	34	textual	textual	ADJ
futech-427	221	35	,	,	PUNCT
futech-427	221	36	and	and	CCONJ
futech-427	221	37	spatial	spatial	ADJ
futech-427	221	38	cultural	cultural	ADJ
futech-427	221	39	data	datum	NOUN
futech-427	221	40	.	.	PUNCT
futech-427	222	1	the	the	DET
futech-427	222	2	foundation	foundation	NOUN
futech-427	222	3	of	of	ADP
futech-427	222	4	this	this	DET
futech-427	222	5	research	research	NOUN
futech-427	222	6	allows	allow	VERB
futech-427	222	7	the	the	DET
futech-427	222	8	integration	integration	NOUN
futech-427	222	9	of	of	ADP
futech-427	222	10	large	large	ADJ
futech-427	222	11	language	language	NOUN
futech-427	222	12	models	model	NOUN
futech-427	222	13	and	and	CCONJ
futech-427	222	14	cultural	cultural	ADJ
futech-427	222	15	knowledge	knowledge	NOUN
futech-427	222	16	graphs	graph	NOUN
futech-427	222	17	to	to	PART
futech-427	222	18	construct	construct	VERB
futech-427	222	19	advanced	advanced	ADJ
futech-427	222	20	systems	system	NOUN
futech-427	222	21	for	for	ADP
futech-427	222	22	modelling	model	VERB
futech-427	222	23	cultural	cultural	ADJ
futech-427	222	24	cognition	cognition	NOUN
futech-427	222	25	,	,	PUNCT
futech-427	222	26	capturing	capture	VERB
futech-427	222	27	intricate	intricate	ADJ
futech-427	222	28	relations	relation	NOUN
futech-427	222	29	and	and	CCONJ
futech-427	222	30	transmittal	transmittal	NOUN
futech-427	222	31	mechanisms	mechanism	NOUN
futech-427	222	32	of	of	ADP
futech-427	222	33	culture	culture	NOUN
futech-427	222	34	.	.	PUNCT
futech-427	223	1	the	the	DET
futech-427	223	2	growing	grow	VERB
futech-427	223	3	availability	availability	NOUN
futech-427	223	4	of	of	ADP
futech-427	223	5	explainable	explainable	ADJ
futech-427	223	6	ai	ai	NOUN
futech-427	223	7	methods	method	NOUN
futech-427	223	8	will	will	AUX
futech-427	223	9	improve	improve	VERB
futech-427	223	10	transparency	transparency	NOUN
futech-427	223	11	and	and	CCONJ
futech-427	223	12	openness	openness	NOUN
futech-427	223	13	concerning	concern	VERB
futech-427	223	14	the	the	DET
futech-427	223	15	use	use	NOUN
futech-427	223	16	of	of	ADP
futech-427	223	17	artificial	artificial	ADJ
futech-427	223	18	intelligence	intelligence	NOUN
futech-427	223	19	in	in	ADP
futech-427	223	20	the	the	DET
futech-427	223	21	processes	process	NOUN
futech-427	223	22	of	of	ADP
futech-427	223	23	heritage	heritage	NOUN
futech-427	223	24	preservation	preservation	NOUN
futech-427	223	25	,	,	PUNCT
futech-427	223	26	making	make	VERB
futech-427	223	27	it	it	PRON
futech-427	223	28	easier	easy	ADJ
futech-427	223	29	for	for	SCONJ
futech-427	223	30	local	local	ADJ
futech-427	223	31	people	people	NOUN
futech-427	223	32	to	to	PART
futech-427	223	33	control	control	VERB
futech-427	223	34	the	the	DET
futech-427	223	35	technology	technology	NOUN
futech-427	223	36	designed	design	VERB
futech-427	223	37	to	to	PART
futech-427	223	38	help	help	VERB
futech-427	223	39	them	they	PRON
futech-427	223	40	without	without	ADP
futech-427	223	41	losing	lose	VERB
futech-427	223	42	cultural	cultural	ADJ
futech-427	223	43	and	and	CCONJ
futech-427	223	44	traditional	traditional	ADJ
futech-427	223	45	governance	governance	NOUN
futech-427	223	46	over	over	ADP
futech-427	223	47	the	the	DET
futech-427	223	48	preservation	preservation	NOUN
futech-427	223	49	efforts	effort	NOUN
futech-427	223	50	.	.	PUNCT
futech-427	224	1	x.	x.	PROPN
futech-427	224	2	qian	qian	PROPN
futech-427	224	3	et	et	PROPN
futech-427	224	4	al	al	PROPN
futech-427	224	5	.	.	PROPN
futech-427	224	6	/future	/future	PUNCT
futech-427	224	7	technology	technology	PROPN
futech-427	224	8	november	november	PROPN
futech-427	224	9	2025|	2025|	NUM
futech-427	224	10	volume	volume	NOUN
futech-427	224	11	04	04	NUM
futech-427	225	1	|	|	ADV
futech-427	225	2	issue	issue	VERB
futech-427	225	3	04	04	NUM
futech-427	226	1	|	|	CCONJ
futech-427	226	2	pages	page	VERB
futech-427	226	3	33	33	NUM
futech-427	226	4	-	-	SYM
futech-427	226	5	42	42	NUM
futech-427	226	6	41	41	NUM
futech-427	226	7	ethical	ethical	ADJ
futech-427	226	8	issue	issue	NOUN
futech-427	226	9	the	the	DET
futech-427	226	10	authors	author	NOUN
futech-427	226	11	are	be	AUX
futech-427	226	12	aware	aware	ADJ
futech-427	226	13	of	of	ADP
futech-427	226	14	and	and	CCONJ
futech-427	226	15	comply	comply	ADJ
futech-427	226	16	with	with	ADP
futech-427	226	17	best	good	ADJ
futech-427	226	18	practices	practice	NOUN
futech-427	226	19	in	in	ADP
futech-427	226	20	publication	publication	NOUN
futech-427	226	21	ethics	ethic	NOUN
futech-427	226	22	,	,	PUNCT
futech-427	226	23	specifically	specifically	ADV
futech-427	226	24	with	with	ADP
futech-427	226	25	regard	regard	NOUN
futech-427	226	26	to	to	ADP
futech-427	226	27	authorship	authorship	NOUN
futech-427	226	28	(	(	PUNCT
futech-427	226	29	avoidance	avoidance	NOUN
futech-427	226	30	of	of	ADP
futech-427	226	31	guest	guest	NOUN
futech-427	226	32	authorship	authorship	NOUN
futech-427	226	33	)	)	PUNCT
futech-427	226	34	,	,	PUNCT
futech-427	226	35	dual	dual	ADJ
futech-427	226	36	submission	submission	NOUN
futech-427	226	37	,	,	PUNCT
futech-427	226	38	manipulation	manipulation	NOUN
futech-427	226	39	of	of	ADP
futech-427	226	40	figures	figure	NOUN
futech-427	226	41	,	,	PUNCT
futech-427	226	42	competing	compete	VERB
futech-427	226	43	interests	interest	NOUN
futech-427	226	44	,	,	PUNCT
futech-427	226	45	and	and	CCONJ
futech-427	226	46	compliance	compliance	NOUN
futech-427	226	47	with	with	ADP
futech-427	226	48	policies	policy	NOUN
futech-427	226	49	on	on	ADP
futech-427	226	50	research	research	NOUN
futech-427	226	51	ethics	ethic	NOUN
futech-427	226	52	.	.	PUNCT
futech-427	227	1	the	the	DET
futech-427	227	2	author	author	NOUN
futech-427	227	3	adheres	adhere	VERB
futech-427	227	4	to	to	ADP
futech-427	227	5	publication	publication	NOUN
futech-427	227	6	requirements	requirement	NOUN
futech-427	227	7	that	that	SCONJ
futech-427	227	8	the	the	DET
futech-427	227	9	submitted	submit	VERB
futech-427	227	10	work	work	NOUN
futech-427	227	11	is	be	AUX
futech-427	227	12	original	original	ADJ
futech-427	227	13	and	and	CCONJ
futech-427	227	14	has	have	AUX
futech-427	227	15	not	not	PART
futech-427	227	16	been	be	AUX
futech-427	227	17	published	publish	VERB
futech-427	227	18	elsewhere	elsewhere	ADV
futech-427	227	19	.	.	PUNCT
futech-427	228	1	data	datum	NOUN
futech-427	228	2	availability	availability	NOUN
futech-427	228	3	statement	statement	NOUN
futech-427	228	4	the	the	DET
futech-427	228	5	manuscript	manuscript	NOUN
futech-427	228	6	contains	contain	VERB
futech-427	228	7	all	all	DET
futech-427	228	8	the	the	DET
futech-427	228	9	data	datum	NOUN
futech-427	228	10	.	.	PUNCT
futech-427	229	1	however	however	ADV
futech-427	229	2	,	,	PUNCT
futech-427	229	3	more	more	ADJ
futech-427	229	4	data	datum	NOUN
futech-427	229	5	will	will	AUX
futech-427	229	6	be	be	AUX
futech-427	229	7	available	available	ADJ
futech-427	229	8	upon	upon	SCONJ
futech-427	229	9	request	request	NOUN
futech-427	229	10	from	from	ADP
futech-427	229	11	the	the	DET
futech-427	229	12	authors	author	NOUN
futech-427	229	13	.	.	PUNCT
futech-427	230	1	conflict	conflict	NOUN
futech-427	230	2	of	of	ADP
futech-427	230	3	interest	interest	NOUN
futech-427	230	4	the	the	DET
futech-427	230	5	authors	author	NOUN
futech-427	230	6	declare	declare	VERB
futech-427	230	7	no	no	DET
futech-427	230	8	potential	potential	ADJ
futech-427	230	9	conflict	conflict	NOUN
futech-427	230	10	of	of	ADP
futech-427	230	11	interest	interest	NOUN
futech-427	230	12	.	.	PUNCT
futech-427	231	1	references	reference	NOUN
futech-427	231	2	[	[	X
futech-427	231	3	1	1	NUM
futech-427	231	4	]	]	PUNCT
futech-427	231	5	m.	m.	NOUN
futech-427	231	6	al‐raeei	al‐raeei	PROPN
futech-427	231	7	,	,	PUNCT
futech-427	231	8	"	"	PUNCT
futech-427	231	9	the	the	DET
futech-427	231	10	smart	smart	ADJ
futech-427	231	11	future	future	NOUN
futech-427	231	12	for	for	ADP
futech-427	231	13	sustainable	sustainable	ADJ
futech-427	231	14	development	development	NOUN
futech-427	231	15	:	:	PUNCT
futech-427	231	16	artificial	artificial	ADJ
futech-427	231	17	intelligence	intelligence	NOUN
futech-427	231	18	solutions	solution	NOUN
futech-427	231	19	for	for	ADP
futech-427	231	20	sustainable	sustainable	ADJ
futech-427	231	21	urbanization	urbanization	NOUN
futech-427	231	22	,	,	PUNCT
futech-427	231	23	"	"	PUNCT
futech-427	231	24	sustainable	sustainable	ADJ
futech-427	231	25	development	development	NOUN
futech-427	231	26	,	,	PUNCT
futech-427	231	27	vol	vol	NOUN
futech-427	231	28	.	.	PROPN
futech-427	231	29	33	33	NUM
futech-427	231	30	,	,	PUNCT
futech-427	231	31	no	no	INTJ
futech-427	231	32	.	.	NOUN
futech-427	231	33	1	1	NUM
futech-427	231	34	,	,	PUNCT
futech-427	231	35	pp	pp	ADJ
futech-427	231	36	.	.	PUNCT
futech-427	232	1	508	508	NUM
futech-427	232	2	-	-	SYM
futech-427	232	3	517	517	NUM
futech-427	232	4	,	,	PUNCT
futech-427	232	5	2025	2025	NUM
futech-427	232	6	.	.	PUNCT
futech-427	233	1	doi	doi	NOUN
futech-427	233	2	:	:	PUNCT
futech-427	233	3	https://doi.org/10.1002/sd.3131	https://doi.org/10.1002/sd.3131	SYM
futech-427	234	1	[	[	X
futech-427	234	2	2	2	X
futech-427	234	3	]	]	PUNCT
futech-427	234	4	f.	f.	PROPN
futech-427	234	5	cugurullo	cugurullo	PROPN
futech-427	234	6	,	,	PUNCT
futech-427	234	7	f.	f.	PROPN
futech-427	234	8	caprotti	caprotti	PROPN
futech-427	234	9	,	,	PUNCT
futech-427	234	10	m.	m.	NOUN
futech-427	234	11	cook	cook	PROPN
futech-427	234	12	,	,	PUNCT
futech-427	234	13	a.	a.	NOUN
futech-427	234	14	karvonen	karvonen	PROPN
futech-427	234	15	,	,	PUNCT
futech-427	234	16	p.	p.	PROPN
futech-427	234	17	mᶜguirk	mᶜguirk	PROPN
futech-427	234	18	,	,	PUNCT
futech-427	234	19	and	and	CCONJ
futech-427	234	20	s.	s.	PROPN
futech-427	234	21	marvin	marvin	PROPN
futech-427	234	22	,	,	PUNCT
futech-427	234	23	"	"	PUNCT
futech-427	234	24	the	the	DET
futech-427	234	25	rise	rise	NOUN
futech-427	234	26	of	of	ADP
futech-427	234	27	ai	ai	VERB
futech-427	234	28	urbanism	urbanism	NOUN
futech-427	234	29	in	in	ADP
futech-427	234	30	post	post	ADJ
futech-427	234	31	-	-	ADJ
futech-427	234	32	smart	smart	ADJ
futech-427	234	33	cities	city	NOUN
futech-427	234	34	:	:	PUNCT
futech-427	234	35	a	a	DET
futech-427	234	36	critical	critical	ADJ
futech-427	234	37	commentary	commentary	NOUN
futech-427	234	38	on	on	ADP
futech-427	234	39	urban	urban	ADJ
futech-427	234	40	artificial	artificial	ADJ
futech-427	234	41	intelligence	intelligence	NOUN
futech-427	234	42	,	,	PUNCT
futech-427	234	43	"	"	PUNCT
futech-427	234	44	urban	urban	ADJ
futech-427	234	45	studies	study	NOUN
futech-427	234	46	,	,	PUNCT
futech-427	234	47	vol	vol	NOUN
futech-427	234	48	.	.	PROPN
futech-427	234	49	61	61	NUM
futech-427	234	50	,	,	PUNCT
futech-427	234	51	no	no	INTJ
futech-427	234	52	.	.	NOUN
futech-427	234	53	6	6	NUM
futech-427	234	54	,	,	PUNCT
futech-427	234	55	pp	pp	ADJ
futech-427	234	56	.	.	PUNCT
futech-427	235	1	1168	1168	NUM
futech-427	235	2	-	-	SYM
futech-427	235	3	1182	1182	NUM
futech-427	235	4	,	,	PUNCT
futech-427	235	5	2024	2024	NUM
futech-427	235	6	.	.	PUNCT
futech-427	236	1	[	[	X
futech-427	236	2	3	3	NUM
futech-427	236	3	]	]	PUNCT
futech-427	236	4	a.	a.	PROPN
futech-427	236	5	wong	wong	PROPN
futech-427	236	6	,	,	PUNCT
futech-427	236	7	t.	t.	PROPN
futech-427	236	8	bäck	bäck	PROPN
futech-427	236	9	,	,	PUNCT
futech-427	236	10	a.	a.	PROPN
futech-427	236	11	v.	v.	PROPN
futech-427	236	12	kononova	kononova	PROPN
futech-427	236	13	,	,	PUNCT
futech-427	236	14	and	and	CCONJ
futech-427	236	15	a.	a.	NOUN
futech-427	236	16	plaat	plaat	PROPN
futech-427	236	17	,	,	PUNCT
futech-427	236	18	"	"	PUNCT
futech-427	236	19	deep	deep	ADJ
futech-427	236	20	multiagent	multiagent	NOUN
futech-427	236	21	reinforcement	reinforcement	NOUN
futech-427	236	22	learning	learning	NOUN
futech-427	236	23	:	:	PUNCT
futech-427	236	24	challenges	challenge	NOUN
futech-427	236	25	and	and	CCONJ
futech-427	236	26	directions	direction	NOUN
futech-427	236	27	,	,	PUNCT
futech-427	236	28	"	"	PUNCT
futech-427	236	29	artificial	artificial	ADJ
futech-427	236	30	intelligence	intelligence	NOUN
futech-427	236	31	review	review	NOUN
futech-427	236	32	,	,	PUNCT
futech-427	236	33	vol	vol	NOUN
futech-427	236	34	.	.	PROPN
futech-427	236	35	56	56	NUM
futech-427	236	36	,	,	PUNCT
futech-427	236	37	no	no	INTJ
futech-427	236	38	.	.	NOUN
futech-427	236	39	6	6	NUM
futech-427	236	40	,	,	PUNCT
futech-427	236	41	pp	pp	ADJ
futech-427	236	42	.	.	PUNCT
futech-427	237	1	5023	5023	NUM
futech-427	237	2	-	-	SYM
futech-427	237	3	5056	5056	NUM
futech-427	237	4	,	,	PUNCT
futech-427	237	5	2023	2023	NUM
futech-427	237	6	.	.	PUNCT
futech-427	238	1	doi	doi	NOUN
futech-427	238	2	:	:	PUNCT
futech-427	238	3	https://doi.org/10.1007/s10462-022-10299-x	https://doi.org/10.1007/s10462-022-10299-x	NOUN
futech-427	238	4	[	[	X
futech-427	238	5	4	4	X
futech-427	238	6	]	]	PUNCT
futech-427	238	7	s.	s.	PROPN
futech-427	238	8	gronauer	gronauer	PROPN
futech-427	238	9	and	and	CCONJ
futech-427	238	10	k.	k.	PROPN
futech-427	238	11	diepold	diepold	PROPN
futech-427	238	12	,	,	PUNCT
futech-427	238	13	"	"	PUNCT
futech-427	238	14	multi	multi	ADJ
futech-427	238	15	-	-	ADJ
futech-427	238	16	agent	agent	ADJ
futech-427	238	17	deep	deep	ADJ
futech-427	238	18	reinforcement	reinforcement	NOUN
futech-427	238	19	learning	learning	NOUN
futech-427	238	20	:	:	PUNCT
futech-427	238	21	a	a	DET
futech-427	238	22	survey	survey	NOUN
futech-427	238	23	,	,	PUNCT
futech-427	238	24	"	"	PUNCT
futech-427	238	25	artificial	artificial	ADJ
futech-427	238	26	intelligence	intelligence	NOUN
futech-427	238	27	review	review	NOUN
futech-427	238	28	,	,	PUNCT
futech-427	238	29	vol	vol	NOUN
futech-427	238	30	.	.	PROPN
futech-427	238	31	55	55	NUM
futech-427	238	32	,	,	PUNCT
futech-427	238	33	no	no	INTJ
futech-427	238	34	.	.	NOUN
futech-427	238	35	2	2	NUM
futech-427	238	36	,	,	PUNCT
futech-427	238	37	pp	pp	ADJ
futech-427	238	38	.	.	PUNCT
futech-427	238	39	895	895	NUM
futech-427	238	40	-	-	SYM
futech-427	238	41	943	943	NUM
futech-427	238	42	,	,	PUNCT
futech-427	238	43	2022	2022	NUM
futech-427	238	44	.	.	PUNCT
futech-427	239	1	doi	doi	NOUN
futech-427	239	2	:	:	PUNCT
futech-427	239	3	https://doi.org/10.1007/s10462-021-09996-w	https://doi.org/10.1007/s10462-021-09996-w	NOUN
futech-427	239	4	[	[	X
futech-427	239	5	5	5	NUM
futech-427	239	6	]	]	PUNCT
futech-427	239	7	w.	w.	PROPN
futech-427	239	8	li	li	PROPN
futech-427	239	9	et	et	PROPN
futech-427	239	10	al	al	PROPN
futech-427	239	11	.	.	PROPN
futech-427	239	12	,	,	PUNCT
futech-427	239	13	"	"	PUNCT
futech-427	239	14	systematic	systematic	ADJ
futech-427	239	15	review	review	NOUN
futech-427	239	16	:	:	PUNCT
futech-427	239	17	a	a	DET
futech-427	239	18	scientometric	scientometric	ADJ
futech-427	239	19	analysis	analysis	NOUN
futech-427	239	20	of	of	ADP
futech-427	239	21	the	the	DET
futech-427	239	22	status	status	NOUN
futech-427	239	23	,	,	PUNCT
futech-427	239	24	trends	trend	NOUN
futech-427	239	25	and	and	CCONJ
futech-427	239	26	challenges	challenge	NOUN
futech-427	239	27	in	in	ADP
futech-427	239	28	the	the	DET
futech-427	239	29	application	application	NOUN
futech-427	239	30	of	of	ADP
futech-427	239	31	digital	digital	ADJ
futech-427	239	32	technology	technology	NOUN
futech-427	239	33	to	to	ADP
futech-427	239	34	cultural	cultural	ADJ
futech-427	239	35	heritage	heritage	NOUN
futech-427	239	36	conservation	conservation	NOUN
futech-427	239	37	(	(	PUNCT
futech-427	239	38	2019–2024	2019–2024	NUM
futech-427	239	39	)	)	PUNCT
futech-427	239	40	,	,	PUNCT
futech-427	239	41	"	"	PUNCT
futech-427	239	42	npj	npj	NOUN
futech-427	239	43	heritage	heritage	NOUN
futech-427	239	44	science	science	NOUN
futech-427	239	45	,	,	PUNCT
futech-427	239	46	vol	vol	NOUN
futech-427	239	47	.	.	PROPN
futech-427	239	48	13	13	NUM
futech-427	239	49	,	,	PUNCT
futech-427	239	50	no	no	INTJ
futech-427	239	51	.	.	NOUN
futech-427	239	52	1	1	NUM
futech-427	239	53	,	,	PUNCT
futech-427	239	54	p.	p.	NOUN
futech-427	239	55	90	90	NUM
futech-427	239	56	,	,	PUNCT
futech-427	239	57	2025	2025	NUM
futech-427	239	58	.	.	PUNCT
futech-427	240	1	doi	doi	NOUN
futech-427	240	2	:	:	PUNCT
futech-427	240	3	https://doi.org/10.1038/s40494-025-01636-8	https://doi.org/10.1038/s40494-025-01636-8	NUM
futech-427	241	1	[	[	X
futech-427	241	2	6	6	NUM
futech-427	241	3	]	]	PUNCT
futech-427	241	4	j.	j.	PROPN
futech-427	241	5	xie	xie	PROPN
futech-427	241	6	,	,	PUNCT
futech-427	241	7	"	"	PUNCT
futech-427	241	8	innovative	innovative	ADJ
futech-427	241	9	design	design	NOUN
futech-427	241	10	of	of	ADP
futech-427	241	11	artificial	artificial	ADJ
futech-427	241	12	intelligence	intelligence	NOUN
futech-427	241	13	in	in	ADP
futech-427	241	14	intangible	intangible	ADJ
futech-427	241	15	cultural	cultural	ADJ
futech-427	241	16	heritage	heritage	NOUN
futech-427	241	17	,	,	PUNCT
futech-427	241	18	"	"	PUNCT
futech-427	241	19	scientific	scientific	ADJ
futech-427	241	20	programming	programming	NOUN
futech-427	241	21	,	,	PUNCT
futech-427	241	22	vol	vol	NOUN
futech-427	241	23	.	.	NOUN
futech-427	241	24	2022	2022	NUM
futech-427	241	25	,	,	PUNCT
futech-427	241	26	no	no	INTJ
futech-427	241	27	.	.	NOUN
futech-427	241	28	1	1	NUM
futech-427	241	29	,	,	PUNCT
futech-427	241	30	p.	p.	NOUN
futech-427	241	31	6913046	6913046	NUM
futech-427	241	32	,	,	PUNCT
futech-427	241	33	2022	2022	NUM
futech-427	241	34	.	.	PUNCT
futech-427	242	1	doi	doi	NOUN
futech-427	242	2	:	:	PUNCT
futech-427	242	3	https://doi.org/10.1155/2022/6913046	https://doi.org/10.1155/2022/6913046	PROPN
futech-427	242	4	[	[	X
futech-427	242	5	7	7	NUM
futech-427	242	6	]	]	X
futech-427	242	7	m.	m.	NOUN
futech-427	242	8	carrozzino	carrozzino	PROPN
futech-427	242	9	and	and	CCONJ
futech-427	242	10	m.	m.	PROPN
futech-427	242	11	bergamasco	bergamasco	PROPN
futech-427	242	12	,	,	PUNCT
futech-427	242	13	"	"	PUNCT
futech-427	242	14	beyond	beyond	ADP
futech-427	242	15	virtual	virtual	ADJ
futech-427	242	16	museums	museum	NOUN
futech-427	242	17	:	:	PUNCT
futech-427	242	18	experiencing	experience	VERB
futech-427	242	19	immersive	immersive	ADJ
futech-427	242	20	virtual	virtual	ADJ
futech-427	242	21	reality	reality	NOUN
futech-427	242	22	in	in	ADP
futech-427	242	23	real	real	ADJ
futech-427	242	24	museums	museum	NOUN
futech-427	242	25	,	,	PUNCT
futech-427	242	26	"	"	PUNCT
futech-427	242	27	journal	journal	NOUN
futech-427	242	28	of	of	ADP
futech-427	242	29	cultural	cultural	ADJ
futech-427	242	30	heritage	heritage	NOUN
futech-427	242	31	,	,	PUNCT
futech-427	242	32	vol	vol	NOUN
futech-427	242	33	.	.	PROPN
futech-427	242	34	11	11	NUM
futech-427	242	35	,	,	PUNCT
futech-427	242	36	no	no	INTJ
futech-427	242	37	.	.	NOUN
futech-427	242	38	4	4	NUM
futech-427	242	39	,	,	PUNCT
futech-427	242	40	pp	pp	ADJ
futech-427	242	41	.	.	PUNCT
futech-427	243	1	452	452	NUM
futech-427	243	2	-	-	SYM
futech-427	243	3	458	458	NUM
futech-427	243	4	,	,	PUNCT
futech-427	243	5	2010	2010	NUM
futech-427	243	6	.	.	PUNCT
futech-427	244	1	doi	doi	NOUN
futech-427	244	2	:	:	PUNCT
futech-427	244	3	https://doi.org/10.1016/j.culher.2010.04.001	https://doi.org/10.1016/j.culher.2010.04.001	PROPN
futech-427	244	4	[	[	X
futech-427	244	5	8	8	NUM
futech-427	244	6	]	]	PUNCT
futech-427	244	7	z.	z.	PROPN
futech-427	244	8	ning	ning	PROPN
futech-427	244	9	and	and	CCONJ
futech-427	244	10	l.	l.	PROPN
futech-427	244	11	xie	xie	PROPN
futech-427	244	12	,	,	PUNCT
futech-427	244	13	"	"	PUNCT
futech-427	244	14	a	a	DET
futech-427	244	15	survey	survey	NOUN
futech-427	244	16	on	on	ADP
futech-427	244	17	multi	multi	ADJ
futech-427	244	18	-	-	ADJ
futech-427	244	19	agent	agent	ADJ
futech-427	244	20	reinforcement	reinforcement	NOUN
futech-427	244	21	learning	learning	NOUN
futech-427	244	22	and	and	CCONJ
futech-427	244	23	its	its	PRON
futech-427	244	24	application	application	NOUN
futech-427	244	25	,	,	PUNCT
futech-427	244	26	"	"	PUNCT
futech-427	244	27	journal	journal	NOUN
futech-427	244	28	of	of	ADP
futech-427	244	29	automation	automation	NOUN
futech-427	244	30	and	and	CCONJ
futech-427	244	31	intelligence	intelligence	NOUN
futech-427	244	32	,	,	PUNCT
futech-427	244	33	vol	vol	NOUN
futech-427	244	34	.	.	PROPN
futech-427	245	1	3	3	NUM
futech-427	245	2	,	,	PUNCT
futech-427	245	3	no	no	INTJ
futech-427	245	4	.	.	NOUN
futech-427	245	5	2	2	NUM
futech-427	245	6	,	,	PUNCT
futech-427	245	7	pp	pp	ADJ
futech-427	245	8	.	.	PUNCT
futech-427	246	1	73	73	NUM
futech-427	246	2	-	-	SYM
futech-427	246	3	91	91	NUM
futech-427	246	4	,	,	PUNCT
futech-427	246	5	2024	2024	NUM
futech-427	246	6	.	.	PUNCT
futech-427	247	1	doi	doi	NOUN
futech-427	247	2	:	:	PUNCT
futech-427	247	3	https://doi.org/10.1016/j.jai.2024.02.003	https://doi.org/10.1016/j.jai.2024.02.003	PROPN
futech-427	248	1	[	[	X
futech-427	248	2	9	9	NUM
futech-427	248	3	]	]	PUNCT
futech-427	248	4	b.	b.	PROPN
futech-427	248	5	peng	peng	PROPN
futech-427	248	6	et	et	PROPN
futech-427	248	7	al	al	PROPN
futech-427	248	8	.	.	PROPN
futech-427	248	9	,	,	PUNCT
futech-427	248	10	"	"	PUNCT
futech-427	248	11	facmac	facmac	NOUN
futech-427	248	12	:	:	PUNCT
futech-427	248	13	factored	factor	VERB
futech-427	248	14	multi	multi	ADJ
futech-427	248	15	-	-	ADJ
futech-427	248	16	agent	agent	ADJ
futech-427	248	17	centralised	centralised	ADJ
futech-427	248	18	policy	policy	NOUN
futech-427	248	19	gradients	gradient	NOUN
futech-427	248	20	,	,	PUNCT
futech-427	248	21	"	"	PUNCT
futech-427	248	22	advances	advance	NOUN
futech-427	248	23	in	in	ADP
futech-427	248	24	neural	neural	ADJ
futech-427	248	25	information	information	NOUN
futech-427	248	26	processing	processing	NOUN
futech-427	248	27	systems	system	NOUN
futech-427	248	28	,	,	PUNCT
futech-427	248	29	vol	vol	NOUN
futech-427	248	30	.	.	PROPN
futech-427	248	31	34	34	NUM
futech-427	248	32	,	,	PUNCT
futech-427	248	33	pp	pp	ADJ
futech-427	248	34	.	.	PUNCT
futech-427	248	35	1220812221	1220812221	NUM
futech-427	248	36	,	,	PUNCT
futech-427	248	37	2021	2021	NUM
futech-427	248	38	.	.	PUNCT
futech-427	249	1	[	[	X
futech-427	249	2	10	10	NUM
futech-427	249	3	]	]	PUNCT
futech-427	249	4	k.	k.	PROPN
futech-427	249	5	zhang	zhang	PROPN
futech-427	249	6	,	,	PUNCT
futech-427	249	7	z.	z.	PROPN
futech-427	249	8	yang	yang	PROPN
futech-427	249	9	,	,	PUNCT
futech-427	249	10	and	and	CCONJ
futech-427	249	11	t.	t.	PROPN
futech-427	249	12	başar	başar	NOUN
futech-427	249	13	,	,	PUNCT
futech-427	249	14	"	"	PUNCT
futech-427	249	15	multi	multi	ADJ
futech-427	249	16	-	-	ADJ
futech-427	249	17	agent	agent	ADJ
futech-427	249	18	reinforcement	reinforcement	NOUN
futech-427	249	19	learning	learning	NOUN
futech-427	249	20	:	:	PUNCT
futech-427	249	21	a	a	DET
futech-427	249	22	selective	selective	ADJ
futech-427	249	23	overview	overview	NOUN
futech-427	249	24	of	of	ADP
futech-427	249	25	theories	theory	NOUN
futech-427	249	26	and	and	CCONJ
futech-427	249	27	algorithms	algorithm	NOUN
futech-427	249	28	,	,	PUNCT
futech-427	249	29	"	"	PUNCT
futech-427	249	30	handbook	handbook	NOUN
futech-427	249	31	of	of	ADP
futech-427	249	32	reinforcement	reinforcement	NOUN
futech-427	249	33	learning	learning	NOUN
futech-427	249	34	and	and	CCONJ
futech-427	249	35	control	control	NOUN
futech-427	249	36	,	,	PUNCT
futech-427	249	37	pp	pp	PROPN
futech-427	249	38	.	.	PUNCT
futech-427	249	39	321	321	NUM
futech-427	249	40	-	-	SYM
futech-427	249	41	384	384	NUM
futech-427	249	42	,	,	PUNCT
futech-427	249	43	2021	2021	NUM
futech-427	249	44	.	.	PUNCT
futech-427	250	1	doi	doi	NOUN
futech-427	250	2	:	:	PUNCT
futech-427	250	3	https://doi.org/10.1007/978-3-030-60990-0_12	https://doi.org/10.1007/978-3-030-60990-0_12	PROPN
futech-427	251	1	[	[	X
futech-427	251	2	11	11	NUM
futech-427	251	3	]	]	X
futech-427	251	4	d.	d.	PROPN
futech-427	251	5	shao	shao	PROPN
futech-427	251	6	,	,	PUNCT
futech-427	251	7	k.	k.	PROPN
futech-427	251	8	zoh	zoh	PROPN
futech-427	251	9	,	,	PUNCT
futech-427	251	10	and	and	CCONJ
futech-427	251	11	y.	y.	PROPN
futech-427	251	12	xie	xie	PROPN
futech-427	251	13	,	,	PUNCT
futech-427	251	14	"	"	PUNCT
futech-427	251	15	the	the	DET
futech-427	251	16	spatial	spatial	ADJ
futech-427	251	17	differentiation	differentiation	NOUN
futech-427	251	18	mechanism	mechanism	NOUN
futech-427	251	19	of	of	ADP
futech-427	251	20	intangible	intangible	ADJ
futech-427	251	21	cultural	cultural	ADJ
futech-427	251	22	heritage	heritage	NOUN
futech-427	251	23	and	and	CCONJ
futech-427	251	24	its	its	PRON
futech-427	251	25	integration	integration	NOUN
futech-427	251	26	with	with	ADP
futech-427	251	27	tourism	tourism	NOUN
futech-427	251	28	development	development	NOUN
futech-427	251	29	based	base	VERB
futech-427	251	30	on	on	ADP
futech-427	251	31	explainable	explainable	ADJ
futech-427	251	32	machine	machine	NOUN
futech-427	251	33	learning	learning	NOUN
futech-427	251	34	and	and	CCONJ
futech-427	251	35	coupled	couple	VERB
futech-427	251	36	coordination	coordination	NOUN
futech-427	251	37	models	model	NOUN
futech-427	251	38	:	:	PUNCT
futech-427	251	39	a	a	DET
futech-427	251	40	case	case	NOUN
futech-427	251	41	study	study	NOUN
futech-427	251	42	of	of	ADP
futech-427	251	43	the	the	DET
futech-427	251	44	jiang	jiang	PROPN
futech-427	251	45	-	-	PUNCT
futech-427	251	46	zhe	zhe	PROPN
futech-427	251	47	-	-	PUNCT
futech-427	251	48	hu	hu	PROPN
futech-427	251	49	in	in	ADP
futech-427	251	50	china	china	PROPN
futech-427	251	51	,	,	PUNCT
futech-427	251	52	"	"	PUNCT
futech-427	251	53	heritage	heritage	NOUN
futech-427	251	54	science	science	NOUN
futech-427	251	55	,	,	PUNCT
futech-427	251	56	vol	vol	NOUN
futech-427	251	57	.	.	PROPN
futech-427	251	58	12	12	NUM
futech-427	251	59	,	,	PUNCT
futech-427	251	60	no	no	INTJ
futech-427	251	61	.	.	NOUN
futech-427	251	62	1	1	NUM
futech-427	251	63	,	,	PUNCT
futech-427	251	64	pp	pp	ADJ
futech-427	251	65	.	.	PUNCT
futech-427	252	1	1	1	NUM
futech-427	252	2	-	-	SYM
futech-427	252	3	22	22	NUM
futech-427	252	4	,	,	PUNCT
futech-427	252	5	2024	2024	NUM
futech-427	252	6	.	.	PUNCT
futech-427	253	1	doi	doi	NOUN
futech-427	253	2	:	:	PUNCT
futech-427	253	3	https://doi.org/10.1186/s40494-02401528-3	https://doi.org/10.1186/s40494-02401528-3	PROPN
futech-427	253	4	[	[	X
futech-427	253	5	12	12	NUM
futech-427	253	6	]	]	PUNCT
futech-427	253	7	t.	t.	PROPN
futech-427	253	8	h.	h.	PROPN
futech-427	253	9	son	son	PROPN
futech-427	253	10	,	,	PUNCT
futech-427	253	11	z.	z.	PROPN
futech-427	253	12	weedon	weedon	PROPN
futech-427	253	13	,	,	PUNCT
futech-427	253	14	t.	t.	PROPN
futech-427	253	15	yigitcanlar	yigitcanlar	ADJ
futech-427	253	16	,	,	PUNCT
futech-427	253	17	t.	t.	PROPN
futech-427	253	18	sanchez	sanchez	PROPN
futech-427	253	19	,	,	PUNCT
futech-427	253	20	j.	j.	PROPN
futech-427	253	21	m.	m.	PROPN
futech-427	253	22	corchado	corchado	PROPN
futech-427	253	23	,	,	PUNCT
futech-427	253	24	and	and	CCONJ
futech-427	253	25	r.	r.	PROPN
futech-427	253	26	mehmood	mehmood	PROPN
futech-427	253	27	,	,	PUNCT
futech-427	253	28	"	"	PUNCT
futech-427	253	29	algorithmic	algorithmic	ADJ
futech-427	253	30	urban	urban	ADJ
futech-427	253	31	planning	planning	NOUN
futech-427	253	32	for	for	ADP
futech-427	253	33	smart	smart	ADJ
futech-427	253	34	and	and	CCONJ
futech-427	253	35	sustainable	sustainable	ADJ
futech-427	253	36	development	development	NOUN
futech-427	253	37	:	:	PUNCT
futech-427	253	38	systematic	systematic	ADJ
futech-427	253	39	review	review	NOUN
futech-427	253	40	of	of	ADP
futech-427	253	41	the	the	DET
futech-427	253	42	literature	literature	NOUN
futech-427	253	43	,	,	PUNCT
futech-427	253	44	"	"	PUNCT
futech-427	253	45	sustainable	sustainable	ADJ
futech-427	253	46	cities	city	NOUN
futech-427	253	47	and	and	CCONJ
futech-427	253	48	society	society	NOUN
futech-427	253	49	,	,	PUNCT
futech-427	253	50	vol	vol	NOUN
futech-427	253	51	.	.	PROPN
futech-427	253	52	94	94	NUM
futech-427	253	53	,	,	PUNCT
futech-427	253	54	p.	p.	NOUN
futech-427	253	55	104562	104562	NUM
futech-427	253	56	,	,	PUNCT
futech-427	253	57	2023	2023	NUM
futech-427	253	58	.	.	PUNCT
futech-427	254	1	doi	doi	NOUN
futech-427	254	2	:	:	PUNCT
futech-427	254	3	https://doi.org/10.1016/j.scs.2023.104562	https://doi.org/10.1016/j.scs.2023.104562	PROPN
futech-427	254	4	[	[	X
futech-427	254	5	13	13	NUM
futech-427	254	6	]	]	PUNCT
futech-427	254	7	m.	m.	PROPN
futech-427	254	8	b.	b.	PROPN
futech-427	254	9	prados	prados	PROPN
futech-427	254	10	-	-	PUNCT
futech-427	254	11	peña	peña	PROPN
futech-427	254	12	,	,	PUNCT
futech-427	254	13	g.	g.	PROPN
futech-427	254	14	pavlidis	pavlidi	NOUN
futech-427	254	15	,	,	PUNCT
futech-427	254	16	and	and	CCONJ
futech-427	254	17	a.	a.	NOUN
futech-427	254	18	garcía	garcía	NOUN
futech-427	254	19	-	-	PUNCT
futech-427	254	20	lópez	lópez	NOUN
futech-427	254	21	,	,	PUNCT
futech-427	254	22	"	"	PUNCT
futech-427	254	23	new	new	ADJ
futech-427	254	24	technologies	technology	NOUN
futech-427	254	25	for	for	ADP
futech-427	254	26	the	the	DET
futech-427	254	27	conservation	conservation	NOUN
futech-427	254	28	and	and	CCONJ
futech-427	254	29	preservation	preservation	NOUN
futech-427	254	30	of	of	ADP
futech-427	254	31	cultural	cultural	ADJ
futech-427	254	32	heritage	heritage	NOUN
futech-427	254	33	through	through	ADP
futech-427	254	34	a	a	DET
futech-427	254	35	bibliometric	bibliometric	ADJ
futech-427	254	36	analysis	analysis	NOUN
futech-427	254	37	,	,	PUNCT
futech-427	254	38	"	"	PUNCT
futech-427	254	39	journal	journal	NOUN
futech-427	254	40	of	of	ADP
futech-427	254	41	cultural	cultural	ADJ
futech-427	254	42	heritage	heritage	NOUN
futech-427	254	43	management	management	NOUN
futech-427	254	44	and	and	CCONJ
futech-427	254	45	sustainable	sustainable	ADJ
futech-427	254	46	development	development	NOUN
futech-427	254	47	,	,	PUNCT
futech-427	254	48	vol	vol	NOUN
futech-427	254	49	.	.	PROPN
futech-427	254	50	15	15	NUM
futech-427	254	51	,	,	PUNCT
futech-427	254	52	no	no	INTJ
futech-427	254	53	.	.	NOUN
futech-427	254	54	3	3	NUM
futech-427	254	55	,	,	PUNCT
futech-427	254	56	pp	pp	ADJ
futech-427	254	57	.	.	PUNCT
futech-427	255	1	664	664	NUM
futech-427	255	2	-	-	SYM
futech-427	255	3	686	686	NUM
futech-427	255	4	,	,	PUNCT
futech-427	255	5	2025	2025	NUM
futech-427	255	6	.	.	PUNCT
futech-427	256	1	doi	doi	NOUN
futech-427	256	2	:	:	PUNCT
futech-427	256	3	https://doi.org/10.1108/jchmsd-07-2022-0124	https://doi.org/10.1108/jchmsd-07-2022-0124	PROPN
futech-427	257	1	[	[	X
futech-427	257	2	14	14	NUM
futech-427	257	3	]	]	X
futech-427	257	4	j.	j.	PROPN
futech-427	257	5	otero	otero	PROPN
futech-427	257	6	,	,	PUNCT
futech-427	257	7	"	"	PUNCT
futech-427	257	8	heritage	heritage	NOUN
futech-427	257	9	conservation	conservation	NOUN
futech-427	257	10	future	future	NOUN
futech-427	257	11	:	:	PUNCT
futech-427	257	12	where	where	SCONJ
futech-427	257	13	we	we	PRON
futech-427	257	14	stand	stand	VERB
futech-427	257	15	,	,	PUNCT
futech-427	257	16	challenges	challenge	VERB
futech-427	257	17	ahead	ahead	ADV
futech-427	257	18	,	,	PUNCT
futech-427	257	19	and	and	CCONJ
futech-427	257	20	a	a	DET
futech-427	257	21	paradigm	paradigm	NOUN
futech-427	257	22	shift	shift	NOUN
futech-427	257	23	,	,	PUNCT
futech-427	257	24	"	"	PUNCT
futech-427	257	25	global	global	ADJ
futech-427	257	26	challenges	challenge	NOUN
futech-427	257	27	,	,	PUNCT
futech-427	257	28	vol	vol	NOUN
futech-427	257	29	.	.	PROPN
futech-427	257	30	6	6	NUM
futech-427	257	31	,	,	PUNCT
futech-427	257	32	no	no	INTJ
futech-427	257	33	.	.	NOUN
futech-427	257	34	1	1	NUM
futech-427	257	35	,	,	PUNCT
futech-427	257	36	p.	p.	NOUN
futech-427	257	37	2100084	2100084	NUM
futech-427	257	38	,	,	PUNCT
futech-427	257	39	2022	2022	NUM
futech-427	257	40	.	.	PUNCT
futech-427	258	1	doi	doi	NOUN
futech-427	258	2	:	:	PUNCT
futech-427	258	3	https://doi.org/10.1002/gch2.202100084	https://doi.org/10.1002/gch2.202100084	PROPN
futech-427	259	1	[	[	X
futech-427	259	2	15	15	NUM
futech-427	259	3	]	]	X
futech-427	259	4	l.	l.	PROPN
futech-427	259	5	zhou	zhou	PROPN
futech-427	259	6	,	,	PUNCT
futech-427	259	7	s.	s.	PROPN
futech-427	259	8	pan	pan	PROPN
futech-427	259	9	,	,	PUNCT
futech-427	259	10	j.	j.	PROPN
futech-427	259	11	wang	wang	PROPN
futech-427	259	12	,	,	PUNCT
futech-427	259	13	and	and	CCONJ
futech-427	259	14	a.	a.	PROPN
futech-427	259	15	v.	v.	PROPN
futech-427	259	16	vasilakos	vasilakos	PROPN
futech-427	259	17	,	,	PUNCT
futech-427	259	18	"	"	PUNCT
futech-427	259	19	machine	machine	NOUN
futech-427	259	20	learning	learn	VERB
futech-427	259	21	on	on	ADP
futech-427	259	22	big	big	ADJ
futech-427	259	23	data	datum	NOUN
futech-427	259	24	:	:	PUNCT
futech-427	259	25	opportunities	opportunity	NOUN
futech-427	259	26	and	and	CCONJ
futech-427	259	27	challenges	challenge	NOUN
futech-427	259	28	,	,	PUNCT
futech-427	259	29	"	"	PUNCT
futech-427	259	30	neurocomputing	neurocomputing	NOUN
futech-427	259	31	,	,	PUNCT
futech-427	259	32	vol	vol	NOUN
futech-427	259	33	.	.	NOUN
futech-427	259	34	237	237	NUM
futech-427	259	35	,	,	PUNCT
futech-427	259	36	pp	pp	ADJ
futech-427	259	37	.	.	PUNCT
futech-427	260	1	350	350	NUM
futech-427	260	2	-	-	SYM
futech-427	260	3	361	361	NUM
futech-427	260	4	,	,	PUNCT
futech-427	260	5	2017	2017	NUM
futech-427	260	6	.	.	PUNCT
futech-427	261	1	doi	doi	NOUN
futech-427	261	2	:	:	PUNCT
futech-427	261	3	https://doi.org/10.1016/j.neucom.2017.01.026	https://doi.org/10.1016/j.neucom.2017.01.026	PROPN
futech-427	261	4	[	[	X
futech-427	261	5	16	16	NUM
futech-427	261	6	]	]	PUNCT
futech-427	261	7	q.	q.	PROPN
futech-427	262	1	weng	weng	PROPN
futech-427	262	2	et	et	PROPN
futech-427	262	3	al	al	PROPN
futech-427	262	4	.	.	PROPN
futech-427	262	5	,	,	PUNCT
futech-427	262	6	"	"	PUNCT
futech-427	262	7	how	how	SCONJ
futech-427	262	8	will	will	AUX
futech-427	262	9	ai	ai	AUX
futech-427	262	10	transform	transform	VERB
futech-427	262	11	urban	urban	ADJ
futech-427	262	12	observing	observing	NOUN
futech-427	262	13	,	,	PUNCT
futech-427	262	14	sensing	sensing	NOUN
futech-427	262	15	,	,	PUNCT
futech-427	262	16	imaging	imaging	NOUN
futech-427	262	17	,	,	PUNCT
futech-427	262	18	and	and	CCONJ
futech-427	262	19	mapping	mapping	NOUN
futech-427	262	20	?	?	PUNCT
futech-427	262	21	,	,	PUNCT
futech-427	262	22	"	"	PUNCT
futech-427	262	23	npj	npj	X
futech-427	262	24	urban	urban	ADJ
futech-427	262	25	sustainability	sustainability	NOUN
futech-427	262	26	,	,	PUNCT
futech-427	262	27	vol	vol	NOUN
futech-427	262	28	.	.	PROPN
futech-427	262	29	4	4	NUM
futech-427	262	30	,	,	PUNCT
futech-427	262	31	no	no	INTJ
futech-427	262	32	.	.	NOUN
futech-427	262	33	1	1	NUM
futech-427	262	34	,	,	PUNCT
futech-427	262	35	p.	p.	NOUN
futech-427	262	36	50	50	NUM
futech-427	262	37	,	,	PUNCT
futech-427	262	38	2024	2024	NUM
futech-427	262	39	.	.	PUNCT
futech-427	263	1	doi	doi	NOUN
futech-427	263	2	:	:	PUNCT
futech-427	263	3	https://doi.org/10.1038/s42949-024-00188-3	https://doi.org/10.1038/s42949-024-00188-3	NUM
futech-427	264	1	[	[	X
futech-427	264	2	17	17	NUM
futech-427	264	3	]	]	PUNCT
futech-427	264	4	j.	j.	PROPN
futech-427	264	5	schmidhuber	schmidhuber	PROPN
futech-427	264	6	,	,	PUNCT
futech-427	264	7	"	"	PUNCT
futech-427	264	8	deep	deep	ADJ
futech-427	264	9	learning	learning	NOUN
futech-427	264	10	in	in	ADP
futech-427	264	11	neural	neural	ADJ
futech-427	264	12	networks	network	NOUN
futech-427	264	13	:	:	PUNCT
futech-427	264	14	an	an	DET
futech-427	264	15	overview	overview	NOUN
futech-427	264	16	,	,	PUNCT
futech-427	264	17	"	"	PUNCT
futech-427	264	18	neural	neural	ADJ
futech-427	264	19	networks	network	NOUN
futech-427	264	20	,	,	PUNCT
futech-427	264	21	vol	vol	NOUN
futech-427	264	22	.	.	PROPN
futech-427	264	23	61	61	NUM
futech-427	264	24	,	,	PUNCT
futech-427	264	25	pp	pp	ADJ
futech-427	264	26	.	.	PUNCT
futech-427	264	27	85	85	NUM
futech-427	264	28	-	-	SYM
futech-427	264	29	117	117	NUM
futech-427	264	30	,	,	PUNCT
futech-427	264	31	2015	2015	NUM
futech-427	264	32	.	.	PUNCT
futech-427	265	1	doi	doi	NOUN
futech-427	265	2	:	:	PUNCT
futech-427	265	3	https://doi.org/10.1016/j.neunet.2014.09.003	https://doi.org/10.1016/j.neunet.2014.09.003	PROPN
futech-427	265	4	[	[	X
futech-427	265	5	18	18	NUM
futech-427	265	6	]	]	PUNCT
futech-427	265	7	f.	f.	PROPN
futech-427	265	8	bahrpeyma	bahrpeyma	PROPN
futech-427	265	9	and	and	CCONJ
futech-427	265	10	d.	d.	PROPN
futech-427	265	11	reichelt	reichelt	PROPN
futech-427	265	12	,	,	PUNCT
futech-427	265	13	"	"	PUNCT
futech-427	265	14	a	a	DET
futech-427	265	15	review	review	NOUN
futech-427	265	16	of	of	ADP
futech-427	265	17	the	the	DET
futech-427	265	18	applications	application	NOUN
futech-427	265	19	of	of	ADP
futech-427	265	20	multi	multi	ADJ
futech-427	265	21	-	-	ADJ
futech-427	265	22	agent	agent	ADJ
futech-427	265	23	reinforcement	reinforcement	NOUN
futech-427	265	24	learning	learning	NOUN
futech-427	265	25	in	in	ADP
futech-427	265	26	smart	smart	ADJ
futech-427	265	27	factories	factory	NOUN
futech-427	265	28	,	,	PUNCT
futech-427	265	29	"	"	PUNCT
futech-427	265	30	frontiers	frontier	NOUN
futech-427	265	31	in	in	ADP
futech-427	265	32	robotics	robotic	NOUN
futech-427	265	33	and	and	CCONJ
futech-427	265	34	ai	ai	VERB
futech-427	265	35	,	,	PUNCT
futech-427	265	36	vol	vol	NOUN
futech-427	265	37	.	.	PROPN
futech-427	265	38	9	9	NUM
futech-427	265	39	,	,	PUNCT
futech-427	265	40	p.	p.	NOUN
futech-427	265	41	1027340	1027340	NUM
futech-427	265	42	,	,	PUNCT
futech-427	265	43	2022	2022	NUM
futech-427	265	44	.	.	PUNCT
futech-427	266	1	doi	doi	NOUN
futech-427	266	2	:	:	PUNCT
futech-427	266	3	https://doi.org/10.3389/frobt.2022.1027340	https://doi.org/10.3389/frobt.2022.1027340	PROPN
futech-427	266	4	[	[	X
futech-427	266	5	19	19	NUM
futech-427	266	6	]	]	PUNCT
futech-427	266	7	m.	m.	NOUN
futech-427	266	8	fiorucci	fiorucci	PROPN
futech-427	266	9	,	,	PUNCT
futech-427	266	10	m.	m.	PROPN
futech-427	266	11	khoroshiltseva	khoroshiltseva	PROPN
futech-427	266	12	,	,	PUNCT
futech-427	266	13	m.	m.	NOUN
futech-427	266	14	pontil	pontil	PROPN
futech-427	266	15	,	,	PUNCT
futech-427	266	16	a.	a.	NOUN
futech-427	266	17	traviglia	traviglia	PROPN
futech-427	266	18	,	,	PUNCT
futech-427	266	19	a.	a.	PROPN
futech-427	266	20	del	del	PROPN
futech-427	266	21	bue	bue	PROPN
futech-427	266	22	,	,	PUNCT
futech-427	266	23	and	and	CCONJ
futech-427	266	24	s.	s.	PROPN
futech-427	266	25	james	james	PROPN
futech-427	266	26	,	,	PUNCT
futech-427	266	27	"	"	PUNCT
futech-427	266	28	machine	machine	NOUN
futech-427	266	29	learning	learning	NOUN
futech-427	266	30	for	for	ADP
futech-427	266	31	cultural	cultural	ADJ
futech-427	266	32	heritage	heritage	NOUN
futech-427	266	33	:	:	PUNCT
futech-427	266	34	a	a	DET
futech-427	266	35	survey	survey	NOUN
futech-427	266	36	,	,	PUNCT
futech-427	266	37	"	"	PUNCT
futech-427	266	38	pattern	pattern	NOUN
futech-427	266	39	recognition	recognition	NOUN
futech-427	266	40	letters	letter	NOUN
futech-427	266	41	,	,	PUNCT
futech-427	266	42	vol	vol	NOUN
futech-427	266	43	.	.	PROPN
futech-427	266	44	133	133	NUM
futech-427	266	45	,	,	PUNCT
futech-427	266	46	pp	pp	ADJ
futech-427	266	47	.	.	PUNCT
futech-427	267	1	102	102	NUM
futech-427	267	2	-	-	SYM
futech-427	267	3	108	108	NUM
futech-427	267	4	,	,	PUNCT
futech-427	267	5	2020	2020	NUM
futech-427	267	6	.	.	PUNCT
futech-427	268	1	doi	doi	NOUN
futech-427	268	2	:	:	PUNCT
futech-427	268	3	https://doi.org/10.1016/j.patrec.2020.02.017	https://doi.org/10.1016/j.patrec.2020.02.017	NUM
futech-427	269	1	[	[	X
futech-427	269	2	20	20	NUM
futech-427	269	3	]	]	X
futech-427	269	4	y.	y.	PROPN
futech-427	269	5	li	li	PROPN
futech-427	269	6	,	,	PUNCT
futech-427	269	7	l.	l.	PROPN
futech-427	269	8	zhao	zhao	PROPN
futech-427	269	9	,	,	PUNCT
futech-427	269	10	y.	y.	PROPN
futech-427	269	11	chen	chen	PROPN
futech-427	269	12	,	,	PUNCT
futech-427	269	13	n.	n.	PROPN
futech-427	269	14	zhang	zhang	PROPN
futech-427	269	15	,	,	PUNCT
futech-427	269	16	h.	h.	PROPN
futech-427	269	17	fan	fan	PROPN
futech-427	269	18	,	,	PUNCT
futech-427	269	19	and	and	CCONJ
futech-427	269	20	z.	z.	PROPN
futech-427	269	21	zhang	zhang	PROPN
futech-427	269	22	,	,	PUNCT
futech-427	269	23	"	"	PUNCT
futech-427	269	24	3d	3d	NUM
futech-427	269	25	lidar	lidar	NOUN
futech-427	269	26	and	and	CCONJ
futech-427	269	27	multi	multi	ADJ
futech-427	269	28	-	-	ADJ
futech-427	269	29	technology	technology	ADJ
futech-427	269	30	collaboration	collaboration	NOUN
futech-427	269	31	for	for	ADP
futech-427	269	32	preservation	preservation	NOUN
futech-427	269	33	of	of	ADP
futech-427	269	34	built	build	VERB
futech-427	269	35	heritage	heritage	NOUN
futech-427	269	36	in	in	ADP
futech-427	269	37	china	china	PROPN
futech-427	269	38	:	:	PUNCT
futech-427	269	39	a	a	DET
futech-427	269	40	review	review	NOUN
futech-427	269	41	,	,	PUNCT
futech-427	269	42	"	"	PUNCT
futech-427	269	43	international	international	ADJ
futech-427	269	44	journal	journal	NOUN
futech-427	269	45	of	of	ADP
futech-427	269	46	applied	apply	VERB
futech-427	269	47	earth	earth	NOUN
futech-427	269	48	observation	observation	NOUN
futech-427	269	49	and	and	CCONJ
futech-427	269	50	geoinformation	geoinformation	NOUN
futech-427	269	51	,	,	PUNCT
futech-427	269	52	vol	vol	NOUN
futech-427	269	53	.	.	PROPN
futech-427	269	54	116	116	NUM
futech-427	269	55	,	,	PUNCT
futech-427	269	56	p.	p.	NOUN
futech-427	269	57	103156	103156	NUM
futech-427	269	58	,	,	PUNCT
futech-427	269	59	2023	2023	NUM
futech-427	269	60	.	.	PUNCT
futech-427	270	1	doi	doi	NOUN
futech-427	270	2	:	:	PUNCT
futech-427	270	3	https://doi.org/10.1016/j.jag.2022.103156	https://doi.org/10.1016/j.jag.2022.103156	PROPN
futech-427	271	1	[	[	X
futech-427	271	2	21	21	NUM
futech-427	271	3	]	]	X
futech-427	271	4	f.	f.	PROPN
futech-427	271	5	noardo	noardo	PROPN
futech-427	271	6	,	,	PUNCT
futech-427	271	7	"	"	PUNCT
futech-427	271	8	architectural	architectural	ADJ
futech-427	271	9	heritage	heritage	NOUN
futech-427	271	10	semantic	semantic	ADJ
futech-427	271	11	3d	3d	NUM
futech-427	271	12	documentation	documentation	NOUN
futech-427	271	13	in	in	ADP
futech-427	271	14	multi	multi	ADJ
futech-427	271	15	-	-	ADJ
futech-427	271	16	scale	scale	ADJ
futech-427	271	17	standard	standard	ADJ
futech-427	271	18	maps	map	NOUN
futech-427	271	19	,	,	PUNCT
futech-427	271	20	"	"	PUNCT
futech-427	271	21	journal	journal	NOUN
futech-427	271	22	of	of	ADP
futech-427	271	23	cultural	cultural	ADJ
futech-427	271	24	heritage	heritage	NOUN
futech-427	271	25	,	,	PUNCT
futech-427	271	26	vol	vol	NOUN
futech-427	271	27	.	.	PROPN
futech-427	272	1	32	32	NUM
futech-427	272	2	,	,	PUNCT
futech-427	272	3	pp	pp	ADJ
futech-427	272	4	.	.	PUNCT
futech-427	273	1	156	156	NUM
futech-427	273	2	-	-	SYM
futech-427	273	3	165	165	NUM
futech-427	273	4	,	,	PUNCT
futech-427	273	5	2018	2018	NUM
futech-427	273	6	.	.	PUNCT
futech-427	274	1	doi	doi	NOUN
futech-427	274	2	:	:	PUNCT
futech-427	274	3	https://doi.org/10.1016/j.culher.2018.02.009	https://doi.org/10.1016/j.culher.2018.02.009	NUM
futech-427	274	4	[	[	X
futech-427	274	5	22	22	NUM
futech-427	274	6	]	]	PUNCT
futech-427	274	7	a.	a.	NOUN
futech-427	274	8	tampuu	tampuu	NOUN
futech-427	274	9	et	et	PROPN
futech-427	274	10	al	al	PROPN
futech-427	274	11	.	.	PROPN
futech-427	274	12	,	,	PUNCT
futech-427	274	13	"	"	PUNCT
futech-427	274	14	multiagent	multiagent	NOUN
futech-427	274	15	cooperation	cooperation	NOUN
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futech-427	274	17	competition	competition	NOUN
futech-427	274	18	with	with	ADP
futech-427	274	19	deep	deep	ADJ
futech-427	274	20	reinforcement	reinforcement	NOUN
futech-427	274	21	learning	learning	NOUN
futech-427	274	22	,	,	PUNCT
futech-427	274	23	"	"	PUNCT
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futech-427	274	25	one	one	NUM
futech-427	274	26	,	,	PUNCT
futech-427	274	27	vol	vol	NOUN
futech-427	274	28	.	.	PROPN
futech-427	274	29	12	12	NUM
futech-427	274	30	,	,	PUNCT
futech-427	274	31	no	no	INTJ
futech-427	274	32	.	.	NOUN
futech-427	274	33	4	4	NUM
futech-427	274	34	,	,	PUNCT
futech-427	274	35	p.	p.	NOUN
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futech-427	274	37	,	,	PUNCT
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futech-427	274	39	.	.	PUNCT
futech-427	275	1	doi	doi	NOUN
futech-427	275	2	:	:	PUNCT
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futech-427	275	5	23	23	NUM
futech-427	275	6	]	]	X
futech-427	275	7	r.	r.	PROPN
futech-427	275	8	lowe	lowe	PROPN
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futech-427	275	20	o.	o.	PROPN
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futech-427	275	24	and	and	CCONJ
futech-427	275	25	i.	i.	PROPN
futech-427	275	26	mordatch	mordatch	PROPN
futech-427	275	27	,	,	PUNCT
futech-427	275	28	"	"	PUNCT
futech-427	275	29	multi	multi	ADJ
futech-427	275	30	-	-	ADJ
futech-427	275	31	agent	agent	ADJ
futech-427	275	32	actor	actor	NOUN
futech-427	275	33	-	-	PUNCT
futech-427	275	34	critic	critic	NOUN
futech-427	275	35	for	for	ADP
futech-427	275	36	mixed	mixed	ADJ
futech-427	275	37	cooperative	cooperative	ADJ
futech-427	275	38	-	-	PUNCT
futech-427	275	39	competitive	competitive	ADJ
futech-427	275	40	environments	environment	NOUN
futech-427	275	41	,	,	PUNCT
futech-427	275	42	"	"	PUNCT
futech-427	275	43	advances	advance	NOUN
futech-427	275	44	in	in	ADP
futech-427	275	45	neural	neural	ADJ
futech-427	275	46	information	information	NOUN
futech-427	275	47	processing	processing	NOUN
futech-427	275	48	systems	system	NOUN
futech-427	275	49	,	,	PUNCT
futech-427	275	50	vol	vol	NOUN
futech-427	275	51	.	.	PROPN
futech-427	275	52	30	30	NUM
futech-427	275	53	,	,	PUNCT
futech-427	275	54	2017	2017	NUM
futech-427	275	55	.	.	PUNCT
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futech-427	276	2	24	24	NUM
futech-427	276	3	]	]	PUNCT
futech-427	276	4	z.	z.	PROPN
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futech-427	276	6	,	,	PUNCT
futech-427	276	7	z.	z.	PROPN
futech-427	276	8	chen	chen	PROPN
futech-427	276	9	,	,	PUNCT
futech-427	276	10	and	and	CCONJ
futech-427	276	11	j.	j.	PROPN
futech-427	276	12	welsh	welsh	PROPN
futech-427	276	13	,	,	PUNCT
futech-427	276	14	"	"	PUNCT
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futech-427	276	16	-	-	ADJ
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futech-427	276	19	learning	learning	NOUN
futech-427	276	20	with	with	ADP
futech-427	276	21	deep	deep	ADJ
futech-427	276	22	networks	network	NOUN
futech-427	276	23	for	for	ADP
futech-427	276	24	diverse	diverse	ADJ
futech-427	276	25	q	q	NOUN
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futech-427	276	35	.	.	PUNCT
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futech-427	279	1	|	|	CCONJ
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futech-427	279	4	-	-	SYM
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futech-427	279	6	42	42	NUM
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futech-427	280	3	]	]	X
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futech-427	280	12	-	-	PUNCT
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futech-427	280	18	learning	learning	NOUN
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futech-427	280	29	7540	7540	NUM
futech-427	280	30	,	,	PUNCT
futech-427	280	31	pp	pp	ADV
futech-427	280	32	.	.	PUNCT
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futech-427	281	2	-	-	SYM
futech-427	281	3	533	533	NUM
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futech-427	282	31	"	"	PUNCT
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futech-427	282	33	,	,	PUNCT
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futech-427	283	5	,	,	PUNCT
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futech-427	283	7	.	.	PUNCT
futech-427	284	1	doi	doi	NOUN
futech-427	284	2	:	:	PUNCT
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futech-427	284	28	q	q	NOUN
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futech-427	285	23	and	and	CCONJ
futech-427	285	24	challenges	challenge	NOUN
futech-427	285	25	toward	toward	ADP
futech-427	285	26	responsible	responsible	ADJ
futech-427	285	27	ai	ai	NOUN
futech-427	285	28	,	,	PUNCT
futech-427	285	29	"	"	PUNCT
futech-427	285	30	information	information	NOUN
futech-427	285	31	fusion	fusion	NOUN
futech-427	285	32	,	,	PUNCT
futech-427	285	33	vol	vol	NOUN
futech-427	285	34	.	.	PROPN
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futech-427	285	36	,	,	PUNCT
futech-427	285	37	pp	pp	ADJ
futech-427	285	38	.	.	PUNCT
futech-427	286	1	82	82	NUM
futech-427	286	2	-	-	SYM
futech-427	286	3	115	115	NUM
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futech-427	286	5	2020	2020	NUM
futech-427	286	6	.	.	PUNCT
futech-427	287	1	doi	doi	NOUN
futech-427	287	2	:	:	PUNCT
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futech-427	287	5	29	29	NUM
futech-427	287	6	]	]	X
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futech-427	287	15	,	,	PUNCT
futech-427	287	16	and	and	CCONJ
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futech-427	287	18	noordegraaf	noordegraaf	PROPN
futech-427	287	19	,	,	PUNCT
futech-427	287	20	"	"	PUNCT
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futech-427	287	22	and	and	CCONJ
futech-427	287	23	ai	ai	VERB
futech-427	287	24	:	:	PUNCT
futech-427	287	25	an	an	DET
futech-427	287	26	overview	overview	NOUN
futech-427	287	27	of	of	ADP
futech-427	287	28	current	current	ADJ
futech-427	287	29	debates	debate	NOUN
futech-427	287	30	and	and	CCONJ
futech-427	287	31	future	future	ADJ
futech-427	287	32	perspectives	perspective	NOUN
futech-427	287	33	,	,	PUNCT
futech-427	287	34	"	"	PUNCT
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futech-427	287	38	computing	computing	NOUN
futech-427	287	39	and	and	CCONJ
futech-427	287	40	cultural	cultural	ADJ
futech-427	287	41	heritage	heritage	NOUN
futech-427	287	42	(	(	PUNCT
futech-427	287	43	jocch	jocch	PROPN
futech-427	287	44	)	)	PUNCT
futech-427	287	45	,	,	PUNCT
futech-427	287	46	vol	vol	NOUN
futech-427	287	47	.	.	PROPN
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futech-427	287	49	,	,	PUNCT
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futech-427	287	51	.	.	NOUN
futech-427	287	52	1	1	NUM
futech-427	287	53	,	,	PUNCT
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futech-427	288	1	1	1	NUM
futech-427	288	2	-	-	SYM
futech-427	288	3	15	15	NUM
futech-427	288	4	,	,	PUNCT
futech-427	288	5	2021	2021	NUM
futech-427	288	6	.	.	PUNCT
futech-427	289	1	doi	doi	NOUN
futech-427	289	2	:	:	PUNCT
futech-427	289	3	https://doi.org/10.1145/347901	https://doi.org/10.1145/347901	NOUN
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futech-427	290	3	]	]	PUNCT
futech-427	290	4	s.	s.	PROPN
futech-427	290	5	zhang	zhang	PROPN
futech-427	290	6	,	,	PUNCT
futech-427	290	7	l.	l.	PROPN
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futech-427	290	9	,	,	PUNCT
futech-427	290	10	a.	a.	NOUN
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futech-427	290	12	,	,	PUNCT
futech-427	290	13	and	and	CCONJ
futech-427	290	14	y.	y.	PROPN
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futech-427	290	16	,	,	PUNCT
futech-427	290	17	"	"	PUNCT
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futech-427	290	19	learning	learning	NOUN
futech-427	290	20	based	base	VERB
futech-427	290	21	recommender	recommender	NOUN
futech-427	290	22	system	system	NOUN
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futech-427	290	25	survey	survey	NOUN
futech-427	290	26	and	and	CCONJ
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futech-427	290	30	"	"	PUNCT
futech-427	290	31	acm	acm	PROPN
futech-427	290	32	computing	computing	NOUN
futech-427	290	33	surveys	survey	NOUN
futech-427	290	34	(	(	PUNCT
futech-427	290	35	csur	csur	NOUN
futech-427	290	36	)	)	PUNCT
futech-427	290	37	,	,	PUNCT
futech-427	290	38	vol	vol	NOUN
futech-427	290	39	.	.	PROPN
futech-427	290	40	52	52	NUM
futech-427	290	41	,	,	PUNCT
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futech-427	290	44	1	1	NUM
futech-427	290	45	,	,	PUNCT
futech-427	290	46	pp	pp	ADJ
futech-427	290	47	.	.	PUNCT
futech-427	291	1	1	1	NUM
futech-427	291	2	-	-	SYM
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futech-427	291	4	,	,	PUNCT
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futech-427	291	6	.	.	PUNCT
futech-427	292	1	doi	doi	NOUN
futech-427	292	2	:	:	PUNCT
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futech-427	293	3	]	]	PUNCT
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futech-427	293	10	"	"	PUNCT
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futech-427	293	16	neural	neural	ADJ
futech-427	293	17	rendering	rendering	NOUN
futech-427	293	18	applied	apply	VERB
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futech-427	293	22	and	and	CCONJ
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futech-427	293	38	,	,	PUNCT
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futech-427	293	40	.	.	PUNCT
futech-427	294	1	doi	doi	NOUN
futech-427	294	2	:	:	PUNCT
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futech-427	294	6	]	]	PUNCT
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futech-427	294	14	and	and	CCONJ
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futech-427	295	2	k.	k.	PROPN
futech-427	295	3	g.	g.	PROPN
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futech-427	295	5	patrocínio	patrocínio	PROPN
futech-427	295	6	júnior	júnior	PROPN
futech-427	295	7	,	,	PUNCT
futech-427	295	8	"	"	PUNCT
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futech-427	295	10	and	and	CCONJ
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futech-427	295	12	in	in	ADP
futech-427	295	13	learning	learn	VERB
futech-427	295	14	from	from	ADP
futech-427	295	15	experience	experience	NOUN
futech-427	295	16	replay	replay	NOUN
futech-427	295	17	,	,	PUNCT
futech-427	295	18	"	"	PUNCT
futech-427	295	19	artificial	artificial	ADJ
futech-427	295	20	intelligence	intelligence	NOUN
futech-427	295	21	review	review	NOUN
futech-427	295	22	,	,	PUNCT
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futech-427	296	2	,	,	PUNCT
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futech-427	296	4	.	.	NOUN
futech-427	296	5	2	2	NUM
futech-427	296	6	,	,	PUNCT
futech-427	296	7	p.	p.	NOUN
futech-427	296	8	54	54	NUM
futech-427	296	9	,	,	PUNCT
futech-427	296	10	2024	2024	NUM
futech-427	296	11	.	.	PUNCT
futech-427	297	1	doi	doi	NOUN
futech-427	297	2	:	:	PUNCT
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futech-427	297	9	-	-	PUNCT
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futech-427	297	11	article	article	NOUN
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futech-427	297	19	the	the	DET
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futech-427	297	30	)	)	PUNCT
futech-427	297	31	.	.	PUNCT
futech-427	298	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN