id	sid	tid	token	lemma	pos
fbem-31988	1	1	frontiers	frontier	NOUN
fbem-31988	1	2	in	in	ADP
fbem-31988	1	3	business	business	NOUN
fbem-31988	1	4	,	,	PUNCT
fbem-31988	1	5	economics	economic	NOUN
fbem-31988	1	6	and	and	CCONJ
fbem-31988	1	7	management	management	NOUN
fbem-31988	1	8	issn	issn	PROPN
fbem-31988	1	9	:	:	PUNCT
fbem-31988	1	10	2766	2766	NUM
fbem-31988	1	11	-	-	PUNCT
fbem-31988	1	12	824x	824x	NUM
fbem-31988	1	13	|	|	ADJ
fbem-31988	1	14	vol	vol	NOUN
fbem-31988	1	15	.	.	PROPN
fbem-31988	1	16	21	21	NUM
fbem-31988	1	17	,	,	PUNCT
fbem-31988	1	18	no	no	INTJ
fbem-31988	1	19	.	.	NOUN
fbem-31988	1	20	1	1	NUM
fbem-31988	1	21	,	,	PUNCT
fbem-31988	1	22	2025	2025	NUM
fbem-31988	1	23	109	109	NUM
fbem-31988	1	24	research	research	NOUN
fbem-31988	1	25	on	on	ADP
fbem-31988	1	26	urban	urban	ADJ
fbem-31988	1	27	resilience	resilience	NOUN
fbem-31988	1	28	and	and	CCONJ
fbem-31988	1	29	sustainable	sustainable	ADJ
fbem-31988	1	30	development	development	NOUN
fbem-31988	1	31	of	of	ADP
fbem-31988	1	32	changchun	changchun	PROPN
fbem-31988	1	33	and	and	CCONJ
fbem-31988	1	34	hohhot	hohhot	PROPN
fbem-31988	1	35	based	base	VERB
fbem-31988	1	36	on	on	ADP
fbem-31988	1	37	multi	multi	ADJ
fbem-31988	1	38	-	-	ADJ
fbem-31988	1	39	dimensional	dimensional	ADJ
fbem-31988	1	40	analysis	analysis	NOUN
fbem-31988	1	41	tianshu	tianshu	NOUN
fbem-31988	1	42	wang	wang	PROPN
fbem-31988	1	43	1	1	NUM
fbem-31988	1	44	,	,	PUNCT
fbem-31988	1	45	*	*	PROPN
fbem-31988	1	46	,	,	PUNCT
fbem-31988	1	47	xicheng	xicheng	PROPN
fbem-31988	1	48	ning	ning	PROPN
fbem-31988	1	49	2	2	PROPN
fbem-31988	1	50	and	and	CCONJ
fbem-31988	1	51	jia	jia	PROPN
fbem-31988	1	52	zhao	zhao	NOUN
fbem-31988	1	53	3	3	NUM
fbem-31988	1	54	1	1	NUM
fbem-31988	1	55	school	school	NOUN
fbem-31988	1	56	of	of	ADP
fbem-31988	1	57	emergency	emergency	NOUN
fbem-31988	1	58	management	management	NOUN
fbem-31988	1	59	,	,	PUNCT
fbem-31988	1	60	xiahua	xiahua	PROPN
fbem-31988	1	61	university	university	PROPN
fbem-31988	1	62	,	,	PUNCT
fbem-31988	1	63	chengdu	chengdu	PROPN
fbem-31988	1	64	,	,	PUNCT
fbem-31988	1	65	china	china	PROPN
fbem-31988	1	66	2	2	NUM
fbem-31988	1	67	school	school	NOUN
fbem-31988	1	68	of	of	ADP
fbem-31988	1	69	industrial	industrial	ADJ
fbem-31988	1	70	and	and	CCONJ
fbem-31988	1	71	financial	financial	ADJ
fbem-31988	1	72	cooperation	cooperation	NOUN
fbem-31988	1	73	,	,	PUNCT
fbem-31988	1	74	xi'an	xi'an	PROPN
fbem-31988	1	75	jiaotong	jiaotong	PROPN
fbem-31988	1	76	-	-	PUNCT
fbem-31988	1	77	liverpool	liverpool	PROPN
fbem-31988	1	78	university	university	PROPN
fbem-31988	1	79	,	,	PUNCT
fbem-31988	1	80	yichang	yichang	PROPN
fbem-31988	1	81	,	,	PUNCT
fbem-31988	1	82	china	china	PROPN
fbem-31988	1	83	3	3	NUM
fbem-31988	1	84	school	school	NOUN
fbem-31988	1	85	of	of	ADP
fbem-31988	1	86	management	management	NOUN
fbem-31988	1	87	,	,	PUNCT
fbem-31988	1	88	wuhan	wuhan	PROPN
fbem-31988	1	89	university	university	PROPN
fbem-31988	1	90	of	of	ADP
fbem-31988	1	91	technology	technology	PROPN
fbem-31988	1	92	,	,	PUNCT
fbem-31988	1	93	wuhan	wuhan	PROPN
fbem-31988	1	94	,	,	PUNCT
fbem-31988	1	95	china	china	PROPN
fbem-31988	1	96	abstract	abstract	PROPN
fbem-31988	1	97	:	:	PUNCT
fbem-31988	1	98	in	in	ADP
fbem-31988	1	99	the	the	DET
fbem-31988	1	100	context	context	NOUN
fbem-31988	1	101	of	of	ADP
fbem-31988	1	102	population	population	NOUN
fbem-31988	1	103	aging	age	VERB
fbem-31988	1	104	and	and	CCONJ
fbem-31988	1	105	increasing	increase	VERB
fbem-31988	1	106	global	global	ADJ
fbem-31988	1	107	extreme	extreme	ADJ
fbem-31988	1	108	climate	climate	NOUN
fbem-31988	1	109	events	event	NOUN
fbem-31988	1	110	,	,	PUNCT
fbem-31988	1	111	this	this	DET
fbem-31988	1	112	study	study	NOUN
fbem-31988	1	113	focuses	focus	VERB
fbem-31988	1	114	on	on	ADP
fbem-31988	1	115	evaluating	evaluate	VERB
fbem-31988	1	116	the	the	DET
fbem-31988	1	117	urban	urban	ADJ
fbem-31988	1	118	resilience	resilience	NOUN
fbem-31988	1	119	and	and	CCONJ
fbem-31988	1	120	sustainable	sustainable	ADJ
fbem-31988	1	121	development	development	NOUN
fbem-31988	1	122	capacity	capacity	NOUN
fbem-31988	1	123	of	of	ADP
fbem-31988	1	124	two	two	NUM
fbem-31988	1	125	cities	city	NOUN
fbem-31988	1	126	(	(	PUNCT
fbem-31988	1	127	changchun	changchun	NOUN
fbem-31988	1	128	and	and	CCONJ
fbem-31988	1	129	hohhot	hohhot	ADJ
fbem-31988	1	130	)	)	PUNCT
fbem-31988	1	131	.	.	PUNCT
fbem-31988	2	1	by	by	ADP
fbem-31988	2	2	integrating	integrate	VERB
fbem-31988	2	3	data	datum	NOUN
fbem-31988	2	4	from	from	ADP
fbem-31988	2	5	multiple	multiple	ADJ
fbem-31988	2	6	sources	source	NOUN
fbem-31988	2	7	and	and	CCONJ
fbem-31988	2	8	applying	apply	VERB
fbem-31988	2	9	techniques	technique	NOUN
fbem-31988	2	10	such	such	ADJ
fbem-31988	2	11	as	as	ADP
fbem-31988	2	12	big	big	ADJ
fbem-31988	2	13	data	datum	NOUN
fbem-31988	2	14	statistical	statistical	ADJ
fbem-31988	2	15	analysis	analysis	NOUN
fbem-31988	2	16	,	,	PUNCT
fbem-31988	2	17	random	random	ADJ
fbem-31988	2	18	forest	forest	NOUN
fbem-31988	2	19	,	,	PUNCT
fbem-31988	2	20	and	and	CCONJ
fbem-31988	2	21	decision	decision	NOUN
fbem-31988	2	22	tree	tree	NOUN
fbem-31988	2	23	,	,	PUNCT
fbem-31988	2	24	the	the	DET
fbem-31988	2	25	research	research	NOUN
fbem-31988	2	26	addresses	address	VERB
fbem-31988	2	27	several	several	ADJ
fbem-31988	2	28	key	key	ADJ
fbem-31988	2	29	aspects	aspect	NOUN
fbem-31988	2	30	.	.	PUNCT
fbem-31988	3	1	firstly	firstly	ADV
fbem-31988	3	2	,	,	PUNCT
fbem-31988	3	3	housing	housing	NOUN
fbem-31988	3	4	prices	price	NOUN
fbem-31988	3	5	in	in	ADP
fbem-31988	3	6	different	different	ADJ
fbem-31988	3	7	areas	area	NOUN
fbem-31988	3	8	of	of	ADP
fbem-31988	3	9	the	the	DET
fbem-31988	3	10	two	two	NUM
fbem-31988	3	11	cities	city	NOUN
fbem-31988	3	12	are	be	AUX
fbem-31988	3	13	predicted	predict	VERB
fbem-31988	3	14	,	,	PUNCT
fbem-31988	3	15	and	and	CCONJ
fbem-31988	3	16	the	the	DET
fbem-31988	3	17	total	total	ADJ
fbem-31988	3	18	exis	exis	PROPN
fbem-31988	3	19	ting	ting	PROPN
fbem-31988	3	20	housing	housing	NOUN
fbem-31988	3	21	stock	stock	NOUN
fbem-31988	3	22	is	be	AUX
fbem-31988	3	23	estimated	estimate	VERB
fbem-31988	3	24	.	.	PUNCT
fbem-31988	4	1	secondly	secondly	ADV
fbem-31988	4	2	,	,	PUNCT
fbem-31988	4	3	the	the	DET
fbem-31988	4	4	service	service	NOUN
fbem-31988	4	5	levels	level	NOUN
fbem-31988	4	6	of	of	ADP
fbem-31988	4	7	various	various	ADJ
fbem-31988	4	8	departments	department	NOUN
fbem-31988	4	9	in	in	ADP
fbem-31988	4	10	the	the	DET
fbem-31988	4	11	two	two	NUM
fbem-31988	4	12	cities	city	NOUN
fbem-31988	4	13	are	be	AUX
fbem-31988	4	14	quantitatively	quantitatively	ADV
fbem-31988	4	15	analyzed	analyze	VERB
fbem-31988	4	16	to	to	PART
fbem-31988	4	17	identify	identify	VERB
fbem-31988	4	18	commonalities	commonality	NOUN
fbem-31988	4	19	and	and	CCONJ
fbem-31988	4	20	differences	difference	NOUN
fbem-31988	4	21	.	.	PUNCT
fbem-31988	5	1	thirdly	thirdly	ADV
fbem-31988	5	2	,	,	PUNCT
fbem-31988	5	3	the	the	DET
fbem-31988	5	4	resilience	resilience	NOUN
fbem-31988	5	5	of	of	ADP
fbem-31988	5	6	the	the	DET
fbem-31988	5	7	two	two	NUM
fbem-31988	5	8	cities	city	NOUN
fbem-31988	5	9	in	in	ADP
fbem-31988	5	10	coping	cope	VERB
fbem-31988	5	11	with	with	ADP
fbem-31988	5	12	extreme	extreme	ADJ
fbem-31988	5	13	weather	weather	NOUN
fbem-31988	5	14	and	and	CCONJ
fbem-31988	5	15	emergenc	emergenc	PROPN
fbem-31988	5	16	ies	ies	PROPN
fbem-31988	5	17	is	be	AUX
fbem-31988	5	18	evaluated	evaluate	VERB
fbem-31988	5	19	,	,	PUNCT
fbem-31988	5	20	along	along	ADP
fbem-31988	5	21	with	with	ADP
fbem-31988	5	22	their	their	PRON
fbem-31988	5	23	sustainable	sustainable	ADJ
fbem-31988	5	24	development	development	NOUN
fbem-31988	5	25	capacity	capacity	NOUN
fbem-31988	5	26	.	.	PUNCT
fbem-31988	6	1	based	base	VERB
fbem-31988	6	2	on	on	ADP
fbem-31988	6	3	these	these	DET
fbem-31988	6	4	analyses	analysis	NOUN
fbem-31988	6	5	,	,	PUNCT
fbem-31988	6	6	future	future	ADJ
fbem-31988	6	7	development	development	NOUN
fbem-31988	6	8	plans	plan	NOUN
fbem-31988	6	9	are	be	AUX
fbem-31988	6	10	formulated	formulate	VERB
fbem-31988	6	11	for	for	ADP
fbem-31988	6	12	each	each	DET
fbem-31988	6	13	city	city	NOUN
fbem-31988	6	14	,	,	PUNCT
fbem-31988	6	15	including	include	VERB
fbem-31988	6	16	investment	investment	NOUN
fbem-31988	6	17	areas	area	NOUN
fbem-31988	6	18	,	,	PUNCT
fbem-31988	6	19	amounts	amount	NOUN
fbem-31988	6	20	,	,	PUNCT
fbem-31988	6	21	and	and	CCONJ
fbem-31988	6	22	expected	expect	VERB
fbem-31988	6	23	improvements	improvement	NOUN
fbem-31988	6	24	in	in	ADP
fbem-31988	6	25	smart	smart	ADJ
fbem-31988	6	26	city	city	NOUN
fbem-31988	6	27	development	development	NOUN
fbem-31988	6	28	.	.	PUNCT
fbem-31988	7	1	the	the	DET
fbem-31988	7	2	resul	resul	PROPN
fbem-31988	7	3	ts	ts	AUX
fbem-31988	7	4	show	show	VERB
fbem-31988	7	5	differences	difference	NOUN
fbem-31988	7	6	in	in	ADP
fbem-31988	7	7	housing	housing	NOUN
fbem-31988	7	8	prices	price	NOUN
fbem-31988	7	9	,	,	PUNCT
fbem-31988	7	10	service	service	NOUN
fbem-31988	7	11	levels	level	NOUN
fbem-31988	7	12	,	,	PUNCT
fbem-31988	7	13	and	and	CCONJ
fbem-31988	7	14	resilience	resilience	NOUN
fbem-31988	7	15	between	between	ADP
fbem-31988	7	16	the	the	DET
fbem-31988	7	17	two	two	NUM
fbem-31988	7	18	cities	city	NOUN
fbem-31988	7	19	,	,	PUNCT
fbem-31988	7	20	with	with	ADP
fbem-31988	7	21	changchun	changchun	NOUN
fbem-31988	7	22	generally	generally	ADV
fbem-31988	7	23	showing	show	VERB
fbem-31988	7	24	more	more	ADV
fbem-31988	7	25	balanced	balanced	ADJ
fbem-31988	7	26	development	development	NOUN
fbem-31988	7	27	and	and	CCONJ
fbem-31988	7	28	higher	high	ADJ
fbem-31988	7	29	resilience	resilience	NOUN
fbem-31988	7	30	in	in	ADP
fbem-31988	7	31	some	some	DET
fbem-31988	7	32	aspects	aspect	NOUN
fbem-31988	7	33	.	.	PUNCT
fbem-31988	8	1	the	the	DET
fbem-31988	8	2	study	study	NOUN
fbem-31988	8	3	also	also	ADV
fbem-31988	8	4	acknowledges	acknowledge	VERB
fbem-31988	8	5	limitations	limitation	NOUN
fbem-31988	8	6	in	in	ADP
fbem-31988	8	7	data	datum	NOUN
fbem-31988	8	8	and	and	CCONJ
fbem-31988	8	9	models	model	NOUN
fbem-31988	8	10	and	and	CCONJ
fbem-31988	8	11	suggests	suggest	VERB
fbem-31988	8	12	future	future	ADJ
fbem-31988	8	13	research	research	NOUN
fbem-31988	8	14	directions	direction	NOUN
fbem-31988	8	15	for	for	ADP
fbem-31988	8	16	further	further	ADJ
fbem-31988	8	17	optimization	optimization	NOUN
fbem-31988	8	18	.	.	PUNCT
fbem-31988	9	1	keywords	keyword	NOUN
fbem-31988	9	2	:	:	PUNCT
fbem-31988	9	3	urban	urban	ADJ
fbem-31988	9	4	resilience	resilience	NOUN
fbem-31988	9	5	;	;	PUNCT
fbem-31988	9	6	resilience	resilience	NOUN
fbem-31988	9	7	evaluation	evaluation	NOUN
fbem-31988	9	8	;	;	PUNCT
fbem-31988	9	9	sustainable	sustainable	ADJ
fbem-31988	9	10	development	development	NOUN
fbem-31988	9	11	;	;	PUNCT
fbem-31988	9	12	big	big	ADJ
fbem-31988	9	13	data	datum	NOUN
fbem-31988	9	14	statistical	statistical	ADJ
fbem-31988	9	15	analysis	analysis	NOUN
fbem-31988	9	16	;	;	PUNCT
fbem-31988	9	17	random	random	ADJ
fbem-31988	9	18	forest	forest	NOUN
fbem-31988	9	19	;	;	PUNCT
fbem-31988	9	20	decision	decision	NOUN
fbem-31988	9	21	tree	tree	NOUN
fbem-31988	9	22	.	.	PUNCT
fbem-31988	10	1	1	1	X
fbem-31988	10	2	.	.	X
fbem-31988	10	3	introduction	introduction	NOUN
fbem-31988	10	4	research	research	NOUN
fbem-31988	10	5	on	on	ADP
fbem-31988	10	6	urban	urban	ADJ
fbem-31988	10	7	resilience	resilience	NOUN
fbem-31988	10	8	and	and	CCONJ
fbem-31988	10	9	sustainable	sustainable	ADJ
fbem-31988	10	10	development	development	NOUN
fbem-31988	10	11	is	be	AUX
fbem-31988	10	12	both	both	PRON
fbem-31988	10	13	necessary	necessary	ADJ
fbem-31988	10	14	and	and	CCONJ
fbem-31988	10	15	urgent	urgent	ADJ
fbem-31988	10	16	.	.	PUNCT
fbem-31988	11	1	with	with	ADP
fbem-31988	11	2	frequent	frequent	ADJ
fbem-31988	11	3	extreme	extreme	ADJ
fbem-31988	11	4	weather	weather	NOUN
fbem-31988	11	5	events	event	NOUN
fbem-31988	11	6	and	and	CCONJ
fbem-31988	11	7	economic	economic	ADJ
fbem-31988	11	8	downturns	downturn	NOUN
fbem-31988	11	9	globally	globally	ADV
fbem-31988	11	10	,	,	PUNCT
fbem-31988	11	11	cities	city	NOUN
fbem-31988	11	12	,	,	PUNCT
fbem-31988	11	13	as	as	ADP
fbem-31988	11	14	core	core	ADJ
fbem-31988	11	15	regions	region	NOUN
fbem-31988	11	16	,	,	PUNCT
fbem-31988	11	17	must	must	AUX
fbem-31988	11	18	be	be	AUX
fbem-31988	11	19	resilient	resilient	ADJ
fbem-31988	11	20	to	to	ADP
fbem-31988	11	21	these	these	DET
fbem-31988	11	22	shocks	shock	NOUN
fbem-31988	11	23	to	to	PART
fbem-31988	11	24	ensure	ensure	VERB
fbem-31988	11	25	sustainable	sustainable	ADJ
fbem-31988	11	26	development	development	NOUN
fbem-31988	11	27	.	.	PUNCT
fbem-31988	12	1	china	china	PROPN
fbem-31988	12	2	's	's	PART
fbem-31988	12	3	aging	age	VERB
fbem-31988	12	4	population	population	NOUN
fbem-31988	12	5	is	be	AUX
fbem-31988	12	6	accelerating	accelerate	VERB
fbem-31988	12	7	,	,	PUNCT
fbem-31988	12	8	with	with	ADP
fbem-31988	12	9	negative	negative	ADJ
fbem-31988	12	10	growth	growth	NOUN
fbem-31988	12	11	expected	expect	VERB
fbem-31988	12	12	for	for	ADP
fbem-31988	12	13	the	the	DET
fbem-31988	12	14	first	first	ADJ
fbem-31988	12	15	time	time	NOUN
fbem-31988	12	16	in	in	ADP
fbem-31988	12	17	2022	2022	NUM
fbem-31988	12	18	and	and	CCONJ
fbem-31988	12	19	projected	project	VERB
fbem-31988	12	20	to	to	PART
fbem-31988	12	21	decline	decline	VERB
fbem-31988	12	22	over	over	ADP
fbem-31988	12	23	the	the	DET
fbem-31988	12	24	long	long	ADJ
fbem-31988	12	25	term	term	NOUN
fbem-31988	12	26	.	.	PUNCT
fbem-31988	13	1	this	this	PRON
fbem-31988	13	2	impacts	impact	VERB
fbem-31988	13	3	urban	urban	ADJ
fbem-31988	13	4	development	development	NOUN
fbem-31988	13	5	,	,	PUNCT
fbem-31988	13	6	necessitating	necessitate	VERB
fbem-31988	13	7	strategic	strategic	ADJ
fbem-31988	13	8	adjustments	adjustment	NOUN
fbem-31988	13	9	and	and	CCONJ
fbem-31988	13	10	responses	response	NOUN
fbem-31988	13	11	tailored	tailor	VERB
fbem-31988	13	12	to	to	ADP
fbem-31988	13	13	demographic	demographic	ADJ
fbem-31988	13	14	changes	change	NOUN
fbem-31988	13	15	.	.	PUNCT
fbem-31988	14	1	research	research	NOUN
fbem-31988	14	2	on	on	ADP
fbem-31988	14	3	diverse	diverse	ADJ
fbem-31988	14	4	aspects	aspect	NOUN
fbem-31988	14	5	of	of	ADP
fbem-31988	14	6	cities	city	NOUN
fbem-31988	14	7	can	can	AUX
fbem-31988	14	8	inform	inform	VERB
fbem-31988	14	9	planning	plan	VERB
fbem-31988	14	10	,	,	PUNCT
fbem-31988	14	11	such	such	ADJ
fbem-31988	14	12	as	as	ADP
fbem-31988	14	13	providing	provide	VERB
fbem-31988	14	14	accurate	accurate	ADJ
fbem-31988	14	15	housing	housing	NOUN
fbem-31988	14	16	price	price	NOUN
fbem-31988	14	17	forecasts	forecast	NOUN
fbem-31988	14	18	and	and	CCONJ
fbem-31988	14	19	quant	quant	ADJ
fbem-31988	14	20	itative	itative	ADJ
fbem-31988	14	21	analysis	analysis	NOUN
fbem-31988	14	22	services	service	NOUN
fbem-31988	14	23	to	to	PART
fbem-31988	14	24	identify	identify	VERB
fbem-31988	14	25	weaknesses	weakness	NOUN
fbem-31988	14	26	and	and	CCONJ
fbem-31988	14	27	enhance	enhance	VERB
fbem-31988	14	28	competitiveness	competitiveness	NOUN
fbem-31988	14	29	.	.	PUNCT
fbem-31988	15	1	when	when	SCONJ
fbem-31988	15	2	fiscal	fiscal	ADJ
fbem-31988	15	3	resources	resource	NOUN
fbem-31988	15	4	are	be	AUX
fbem-31988	15	5	limited	limited	ADJ
fbem-31988	15	6	,	,	PUNCT
fbem-31988	15	7	research	research	NOUN
fbem-31988	15	8	can	can	AUX
fbem-31988	15	9	help	help	VERB
fbem-31988	15	10	formulate	formulate	VERB
fbem-31988	15	11	rational	rational	ADJ
fbem-31988	15	12	investment	investment	NOUN
fbem-31988	15	13	plans	plan	NOUN
fbem-31988	15	14	and	and	CCONJ
fbem-31988	15	15	achieve	achieve	VERB
fbem-31988	15	16	efficient	efficient	ADJ
fbem-31988	15	17	resource	resource	NOUN
fbem-31988	15	18	utilization	utilization	NOUN
fbem-31988	15	19	.	.	PUNCT
fbem-31988	16	1	furthermore	furthermore	ADV
fbem-31988	16	2	,	,	PUNCT
fbem-31988	16	3	research	research	NOUN
fbem-31988	16	4	can	can	AUX
fbem-31988	16	5	drive	drive	VERB
fbem-31988	16	6	improvements	improvement	NOUN
fbem-31988	16	7	in	in	ADP
fbem-31988	16	8	urban	urban	ADJ
fbem-31988	16	9	facilities	facility	NOUN
fbem-31988	16	10	and	and	CCONJ
fbem-31988	16	11	services	service	NOUN
fbem-31988	16	12	,	,	PUNCT
fbem-31988	16	13	enhancing	enhance	VERB
fbem-31988	16	14	residents	resident	NOUN
fbem-31988	16	15	'	'	PART
fbem-31988	16	16	well	well	ADV
fbem-31988	16	17	-	-	PUNCT
fbem-31988	16	18	being	being	NOUN
fbem-31988	16	19	and	and	CCONJ
fbem-31988	16	20	sense	sense	NOUN
fbem-31988	16	21	of	of	ADP
fbem-31988	16	22	belonging	belong	VERB
fbem-31988	16	23	.	.	PUNCT
fbem-31988	17	1	with	with	ADP
fbem-31988	17	2	the	the	DET
fbem-31988	17	3	increasing	increase	VERB
fbem-31988	17	4	severity	severity	NOUN
fbem-31988	17	5	of	of	ADP
fbem-31988	17	6	population	population	NOUN
fbem-31988	17	7	aging	aging	NOUN
fbem-31988	17	8	and	and	CCONJ
fbem-31988	17	9	extreme	extreme	ADJ
fbem-31988	17	10	climate	climate	NOUN
fbem-31988	17	11	events	event	NOUN
fbem-31988	17	12	,	,	PUNCT
fbem-31988	17	13	urban	urban	ADJ
fbem-31988	17	14	resilience	resilience	NOUN
fbem-31988	17	15	and	and	CCONJ
fbem-31988	17	16	sustainable	sustainable	ADJ
fbem-31988	17	17	development	development	NOUN
fbem-31988	17	18	have	have	AUX
fbem-31988	17	19	become	become	VERB
fbem-31988	17	20	research	research	NOUN
fbem-31988	17	21	hotspots	hotspot	NOUN
fbem-31988	17	22	.	.	PUNCT
fbem-31988	18	1	xu	xu	PROPN
fbem-31988	18	2	dandan	dandan	PROPN
fbem-31988	19	1	[	[	X
fbem-31988	19	2	1	1	X
fbem-31988	19	3	]	]	PUNCT
fbem-31988	19	4	conducted	conduct	VERB
fbem-31988	19	5	a	a	DET
fbem-31988	19	6	comparative	comparative	ADJ
fbem-31988	19	7	study	study	NOUN
fbem-31988	19	8	on	on	ADP
fbem-31988	19	9	housing	housing	NOUN
fbem-31988	19	10	price	price	NOUN
fbem-31988	19	11	prediction	prediction	NOUN
fbem-31988	19	12	,	,	PUNCT
fbem-31988	19	13	using	use	VERB
fbem-31988	19	14	multiple	multiple	ADJ
fbem-31988	19	15	linear	linear	ADJ
fbem-31988	19	16	regression	regression	NOUN
fbem-31988	19	17	and	and	CCONJ
fbem-31988	19	18	bp	bp	PROPN
fbem-31988	19	19	neural	neural	ADJ
fbem-31988	19	20	network	network	NOUN
fbem-31988	19	21	models	model	NOUN
fbem-31988	19	22	to	to	PART
fbem-31988	19	23	demonstrate	demonstrate	VERB
fbem-31988	19	24	the	the	DET
fbem-31988	19	25	application	application	NOUN
fbem-31988	19	26	of	of	ADP
fbem-31988	19	27	predictive	predictive	ADJ
fbem-31988	19	28	modeling	modeling	NOUN
fbem-31988	19	29	in	in	ADP
fbem-31988	19	30	housing	housing	NOUN
fbem-31988	19	31	price	price	NOUN
fbem-31988	19	32	trend	trend	NOUN
fbem-31988	19	33	analysis	analysis	NOUN
fbem-31988	19	34	.	.	PUNCT
fbem-31988	20	1	cui	cui	NOUN
fbem-31988	20	2	huiying	huiye	VERB
fbem-31988	20	3	[	[	X
fbem-31988	20	4	2	2	NUM
fbem-31988	20	5	]	]	PUNCT
fbem-31988	20	6	improved	improve	VERB
fbem-31988	20	7	the	the	DET
fbem-31988	20	8	prediction	prediction	NOUN
fbem-31988	20	9	accuracy	accuracy	NOUN
fbem-31988	20	10	of	of	ADP
fbem-31988	20	11	second	second	ADJ
fbem-31988	20	12	-hand	-hand	NOUN
fbem-31988	20	13	housing	housing	NOUN
fbem-31988	20	14	prices	price	NOUN
fbem-31988	20	15	by	by	ADP
fbem-31988	20	16	improving	improve	VERB
fbem-31988	20	17	the	the	DET
fbem-31988	20	18	extreme	extreme	ADJ
fbem-31988	20	19	random	random	ADJ
fbem-31988	20	20	forest	forest	NOUN
fbem-31988	20	21	algorithm	algorithm	NOUN
fbem-31988	20	22	,	,	PUNCT
fbem-31988	20	23	demonstrating	demonstrate	VERB
fbem-31988	20	24	the	the	DET
fbem-31988	20	25	advantages	advantage	NOUN
fbem-31988	20	26	of	of	ADP
fbem-31988	20	27	machine	machine	NOUN
fbem-31988	20	28	learning	learning	NOUN
fbem-31988	20	29	methods	method	NOUN
fbem-31988	20	30	in	in	ADP
fbem-31988	20	31	complex	complex	ADJ
fbem-31988	20	32	problems	problem	NOUN
fbem-31988	20	33	.	.	PUNCT
fbem-31988	21	1	at	at	ADP
fbem-31988	21	2	the	the	DET
fbem-31988	21	3	same	same	ADJ
fbem-31988	21	4	time	time	NOUN
fbem-31988	21	5	,	,	PUNCT
fbem-31988	21	6	urban	urban	ADJ
fbem-31988	21	7	resilience	resilience	NOUN
fbem-31988	21	8	assessment	assessment	NOUN
fbem-31988	21	9	has	have	AUX
fbem-31988	21	10	also	also	ADV
fbem-31988	21	11	received	receive	VERB
fbem-31988	21	12	widespread	widespread	ADJ
fbem-31988	21	13	attention	attention	NOUN
fbem-31988	21	14	,	,	PUNCT
fbem-31988	21	15	especially	especially	ADV
fbem-31988	21	16	when	when	SCONJ
fbem-31988	21	17	responding	respond	VERB
fbem-31988	21	18	to	to	ADP
fbem-31988	21	19	external	external	ADJ
fbem-31988	21	20	pressures	pressure	NOUN
fbem-31988	21	21	such	such	ADJ
fbem-31988	21	22	as	as	ADP
fbem-31988	21	23	extreme	extreme	ADJ
fbem-31988	21	24	weather	weather	NOUN
fbem-31988	21	25	.	.	PUNCT
fbem-31988	22	1	zhou	zhou	PROPN
fbem-31988	22	2	liangjin	liangjin	PROPN
fbem-31988	22	3	and	and	CCONJ
fbem-31988	22	4	zhao	zhao	PROPN
fbem-31988	22	5	min	min	PROPN
fbem-31988	22	6	gyang	gyang	PROPN
fbem-31988	23	1	[	[	X
fbem-31988	23	2	3	3	NUM
fbem-31988	23	3	]	]	PUNCT
fbem-31988	23	4	analyzed	analyze	VERB
fbem-31988	23	5	shenzhen	shenzhen	PROPN
fbem-31988	23	6	's	's	PART
fbem-31988	23	7	second	second	ADJ
fbem-31988	23	8	-	-	PUNCT
fbem-31988	23	9	hand	hand	NOUN
fbem-31988	23	10	housing	housing	NOUN
fbem-31988	23	11	prices	price	NOUN
fbem-31988	23	12	using	use	VERB
fbem-31988	23	13	the	the	DET
fbem-31988	23	14	random	random	ADJ
fbem-31988	23	15	forest	forest	NOUN
fbem-31988	23	16	algorithm	algorithm	NOUN
fbem-31988	23	17	,	,	PUNCT
fbem-31988	23	18	showing	show	VERB
fbem-31988	23	19	that	that	PRON
fbem-31988	23	20	machine	machine	NOUN
fbem-31988	23	21	learning	learning	NOUN
fbem-31988	23	22	can	can	AUX
fbem-31988	23	23	not	not	PART
fbem-31988	23	24	only	only	ADV
fbem-31988	23	25	predict	predict	VERB
fbem-31988	23	26	economic	economic	ADJ
fbem-31988	23	27	variables	variable	NOUN
fbem-31988	23	28	,	,	PUNCT
fbem-31988	23	29	but	but	CCONJ
fbem-31988	23	30	also	also	ADV
fbem-31988	23	31	provide	provide	VERB
fbem-31988	23	32	guidance	guidance	NOUN
fbem-31988	23	33	for	for	ADP
fbem-31988	23	34	resilience	resilience	NOUN
fbem-31988	23	35	planning	planning	NOUN
fbem-31988	23	36	.	.	PUNCT
fbem-31988	24	1	in	in	ADP
fbem-31988	24	2	addition	addition	NOUN
fbem-31988	24	3	,	,	PUNCT
fbem-31988	24	4	li	li	PROPN
fbem-31988	24	5	jing	jing	PROPN
fbem-31988	25	1	[	[	X
fbem-31988	25	2	4	4	X
fbem-31988	25	3	]	]	PUNCT
fbem-31988	25	4	explored	explore	VERB
fbem-31988	25	5	the	the	DET
fbem-31988	25	6	application	application	NOUN
fbem-31988	25	7	of	of	ADP
fbem-31988	25	8	big	big	ADJ
fbem-31988	25	9	data	datum	NOUN
fbem-31988	25	10	technology	technology	NOUN
fbem-31988	25	11	in	in	ADP
fbem-31988	25	12	urban	urban	ADJ
fbem-31988	25	13	planning	planning	NOUN
fbem-31988	25	14	,	,	PUNCT
fbem-31988	25	15	emphasizing	emphasize	VERB
fbem-31988	25	16	the	the	DET
fbem-31988	25	17	importance	importance	NOUN
fbem-31988	25	18	of	of	ADP
fbem-31988	25	19	big	big	ADJ
fbem-31988	25	20	data	datum	NOUN
fbem-31988	25	21	technology	technology	NOUN
fbem-31988	25	22	for	for	ADP
fbem-31988	25	23	urban	urban	ADJ
fbem-31988	25	24	dynamic	dynamic	ADJ
fbem-31988	25	25	analysis	analysis	NOUN
fbem-31988	25	26	and	and	CCONJ
fbem-31988	25	27	decision	decision	NOUN
fbem-31988	25	28	support	support	NOUN
fbem-31988	25	29	.	.	PUNCT
fbem-31988	26	1	the	the	DET
fbem-31988	26	2	urban	urban	ADJ
fbem-31988	26	3	resilience	resilience	PROPN
fbem-31988	26	4	assessment	assessment	NOUN
fbem-31988	26	5	system	system	NOUN
fbem-31988	26	6	proposed	propose	VERB
fbem-31988	26	7	by	by	ADP
fbem-31988	26	8	hu	hu	PROPN
fbem-31988	26	9	zhichao	zhichao	PROPN
fbem-31988	26	10	et	et	PROPN
fbem-31988	26	11	al	al	PROPN
fbem-31988	26	12	.	.	PUNCT
fbem-31988	27	1	[	[	X
fbem-31988	27	2	5	5	NUM
fbem-31988	27	3	]	]	PUNCT
fbem-31988	27	4	integrates	integrate	NOUN
fbem-31988	27	5	social	social	ADJ
fbem-31988	27	6	and	and	CCONJ
fbem-31988	27	7	economic	economic	ADJ
fbem-31988	27	8	factors	factor	NOUN
fbem-31988	27	9	to	to	PART
fbem-31988	27	10	assess	assess	VERB
fbem-31988	27	11	the	the	DET
fbem-31988	27	12	ability	ability	NOUN
fbem-31988	27	13	of	of	ADP
fbem-31988	27	14	cities	city	NOUN
fbem-31988	27	15	to	to	PART
fbem-31988	27	16	respond	respond	VERB
fbem-31988	27	17	to	to	ADP
fbem-31988	27	18	extreme	extreme	ADJ
fbem-31988	27	19	events	event	NOUN
fbem-31988	27	20	,	,	PUNCT
fbem-31988	27	21	providing	provide	VERB
fbem-31988	27	22	an	an	DET
fbem-31988	27	23	important	important	ADJ
fbem-31988	27	24	resilience	resilience	NOUN
fbem-31988	27	25	analysis	analysis	NOUN
fbem-31988	27	26	framework	framework	NOUN
fbem-31988	27	27	for	for	ADP
fbem-31988	27	28	cities	city	NOUN
fbem-31988	27	29	such	such	ADJ
fbem-31988	27	30	as	as	ADP
fbem-31988	27	31	changchun	changchun	NOUN
fbem-31988	27	32	and	and	CCONJ
fbem-31988	27	33	hohhot	hohhot	ADJ
fbem-31988	27	34	.	.	PUNCT
fbem-31988	28	1	the	the	DET
fbem-31988	28	2	above	above	ADJ
fbem-31988	28	3	research	research	NOUN
fbem-31988	28	4	provides	provide	VERB
fbem-31988	28	5	valuable	valuable	ADJ
fbem-31988	28	6	experience	experience	NOUN
fbem-31988	28	7	for	for	ADP
fbem-31988	28	8	cities	city	NOUN
fbem-31988	28	9	on	on	ADP
fbem-31988	28	10	how	how	SCONJ
fbem-31988	28	11	to	to	PART
fbem-31988	28	12	predict	predict	VERB
fbem-31988	28	13	housing	housing	NOUN
fbem-31988	28	14	prices	price	NOUN
fbem-31988	28	15	,	,	PUNCT
fbem-31988	28	16	assess	assess	NOUN
fbem-31988	28	17	resilience	resilience	NOUN
fbem-31988	28	18	,	,	PUNCT
fbem-31988	28	19	and	and	CCONJ
fbem-31988	28	20	develop	develop	VERB
fbem-31988	28	21	sustainable	sustainable	ADJ
fbem-31988	28	22	development	development	NOUN
fbem-31988	28	23	strategies	strategy	NOUN
fbem-31988	28	24	.	.	PUNCT
fbem-31988	29	1	however	however	ADV
fbem-31988	29	2	,	,	PUNCT
fbem-31988	29	3	further	further	ADJ
fbem-31988	29	4	improvement	improvement	NOUN
fbem-31988	29	5	is	be	AUX
fbem-31988	29	6	still	still	ADV
fbem-31988	29	7	needed	need	VERB
fbem-31988	29	8	in	in	ADP
fbem-31988	29	9	data	data	NOUN
fbem-31988	29	10	integration	integration	NOUN
fbem-31988	29	11	and	and	CCONJ
fbem-31988	29	12	model	model	NOUN
fbem-31988	29	13	optimization	optimization	NOUN
fbem-31988	29	14	.	.	PUNCT
fbem-31988	30	1	2	2	X
fbem-31988	30	2	.	.	X
fbem-31988	30	3	study	study	NOUN
fbem-31988	30	4	design	design	NOUN
fbem-31988	30	5	2.1	2.1	NUM
fbem-31988	30	6	.	.	PUNCT
fbem-31988	31	1	benchmark	benchmark	NOUN
fbem-31988	31	2	regression	regression	NOUN
fbem-31988	31	3	it	it	PRON
fbem-31988	31	4	is	be	AUX
fbem-31988	31	5	assumed	assume	VERB
fbem-31988	31	6	that	that	SCONJ
fbem-31988	31	7	the	the	DET
fbem-31988	31	8	data	datum	NOUN
fbem-31988	31	9	and	and	CCONJ
fbem-31988	31	10	poi	poi	PROPN
fbem-31988	31	11	data	datum	NOUN
fbem-31988	31	12	obtained	obtain	VERB
fbem-31988	31	13	from	from	ADP
fbem-31988	31	14	58	58	NUM
fbem-31988	31	15	.	.	PUNCT
fbem-31988	32	1	com	com	NOUN
fbem-31988	32	2	are	be	AUX
fbem-31988	32	3	highly	highly	ADV
fbem-31988	32	4	reliable	reliable	ADJ
fbem-31988	32	5	and	and	CCONJ
fbem-31988	32	6	contain	contain	VERB
fbem-31988	32	7	sufficient	sufficient	ADJ
fbem-31988	32	8	information	information	NOUN
fbem-31988	32	9	for	for	ADP
fbem-31988	32	10	a	a	DET
fbem-31988	32	11	comprehensive	comprehensive	ADJ
fbem-31988	32	12	analysis	analysis	NOUN
fbem-31988	32	13	.	.	PUNCT
fbem-31988	33	1	population	population	NOUN
fbem-31988	33	2	and	and	CCONJ
fbem-31988	33	3	gdp	gdp	NOUN
fbem-31988	33	4	data	datum	NOUN
fbem-31988	33	5	collected	collect	VERB
fbem-31988	33	6	from	from	ADP
fbem-31988	33	7	the	the	DET
fbem-31988	33	8	internet	internet	NOUN
fbem-31988	33	9	are	be	AUX
fbem-31988	33	10	considered	consider	VERB
fbem-31988	33	11	to	to	PART
fbem-31988	33	12	have	have	VERB
fbem-31988	33	13	a	a	DET
fbem-31988	33	14	direct	direct	ADJ
fbem-31988	33	15	,	,	PUNCT
fbem-31988	33	16	stable	stable	ADJ
fbem-31988	33	17	,	,	PUNCT
fbem-31988	33	18	and	and	CCONJ
fbem-31988	33	19	significant	significant	ADJ
fbem-31988	33	20	impact	impact	NOUN
fbem-31988	33	21	on	on	ADP
fbem-31988	33	22	house	house	NOUN
fbem-31988	33	23	prices	price	NOUN
fbem-31988	33	24	and	and	CCONJ
fbem-31988	33	25	housing	housing	NOUN
fbem-31988	33	26	stock	stock	NOUN
fbem-31988	33	27	,	,	PUNCT
fbem-31988	33	28	while	while	SCONJ
fbem-31988	33	29	other	other	ADJ
fbem-31988	33	30	unconsidered	unconsidered	ADJ
fbem-31988	33	31	factors	factor	NOUN
fbem-31988	33	32	are	be	AUX
fbem-31988	33	33	assumed	assume	VERB
fbem-31988	33	34	to	to	PART
fbem-31988	33	35	have	have	VERB
fbem-31988	33	36	only	only	ADJ
fbem-31988	33	37	negligible	negligible	ADJ
fbem-31988	33	38	effects	effect	NOUN
fbem-31988	33	39	.	.	PUNCT
fbem-31988	34	1	it	it	PRON
fbem-31988	34	2	is	be	AUX
fbem-31988	34	3	assumed	assume	VERB
fbem-31988	34	4	that	that	SCONJ
fbem-31988	34	5	the	the	DET
fbem-31988	34	6	real	real	ADJ
fbem-31988	34	7	estate	estate	NOUN
fbem-31988	34	8	market	market	NOUN
fbem-31988	34	9	in	in	ADP
fbem-31988	34	10	each	each	DET
fbem-31988	34	11	region	region	NOUN
fbem-31988	34	12	is	be	AUX
fbem-31988	34	13	in	in	ADP
fbem-31988	34	14	a	a	DET
fbem-31988	34	15	state	state	NOUN
fbem-31988	34	16	of	of	ADP
fbem-31988	34	17	relative	relative	ADJ
fbem-31988	34	18	equilibrium	equilibrium	NOUN
fbem-31988	34	19	,	,	PUNCT
fbem-31988	34	20	i.e.	i.e.	X
fbem-31988	34	21	supply	supply	NOUN
fbem-31988	34	22	and	and	CCONJ
fbem-31988	34	23	demand	demand	NOUN
fbem-31988	34	24	factors	factor	NOUN
fbem-31988	34	25	remain	remain	VERB
fbem-31988	34	26	relatively	relatively	ADV
fbem-31988	34	27	stable	stable	ADJ
fbem-31988	34	28	,	,	PUNCT
fbem-31988	34	29	and	and	CCONJ
fbem-31988	34	30	short	short	ADJ
fbem-31988	34	31	-	-	PUNCT
fbem-31988	34	32	term	term	NOUN
fbem-31988	34	33	fluctuations	fluctuation	NOUN
fbem-31988	34	34	do	do	AUX
fbem-31988	34	35	not	not	PART
fbem-31988	34	36	disrupt	disrupt	VERB
fbem-31988	34	37	the	the	DET
fbem-31988	34	38	long	long	ADJ
fbem-31988	34	39	-term	-term	NOUN
fbem-31988	34	40	trends	trend	NOUN
fbem-31988	34	41	and	and	CCONJ
fbem-31988	34	42	relationships	relationship	NOUN
fbem-31988	34	43	used	use	VERB
fbem-31988	34	44	in	in	ADP
fbem-31988	34	45	the	the	DET
fbem-31988	34	46	model	model	NOUN
fbem-31988	34	47	.	.	PUNCT
fbem-31988	35	1	in	in	ADP
fbem-31988	35	2	addition	addition	NOUN
fbem-31988	35	3	,	,	PUNCT
fbem-31988	35	4	during	during	ADP
fbem-31988	35	5	the	the	DET
fbem-31988	35	6	analysis	analysis	NOUN
fbem-31988	35	7	period	period	NOUN
fbem-31988	35	8	,	,	PUNCT
fbem-31988	35	9	the	the	DET
fbem-31988	35	10	impact	impact	NOUN
fbem-31988	35	11	of	of	ADP
fbem-31988	35	12	external	external	ADJ
fbem-31988	35	13	factors	factor	NOUN
fbem-31988	35	14	not	not	PART
fbem-31988	35	15	included	include	VERB
fbem-31988	35	16	in	in	ADP
fbem-31988	35	17	the	the	DET
fbem-31988	35	18	data	datum	NOUN
fbem-31988	35	19	provided	provide	VERB
fbem-31988	35	20	,	,	PUNCT
fbem-31988	35	21	such	such	ADJ
fbem-31988	35	22	as	as	ADP
fbem-31988	35	23	unexpected	unexpected	ADJ
fbem-31988	35	24	policy	policy	NOUN
fbem-31988	35	25	chan	chan	PROPN
fbem-31988	35	26	ges	ges	PROPN
fbem-31988	35	27	,	,	PUNCT
fbem-31988	35	28	sudden	sudden	ADJ
fbem-31988	35	29	110	110	NUM
fbem-31988	35	30	natural	natural	ADJ
fbem-31988	35	31	disasters	disaster	NOUN
fbem-31988	35	32	or	or	CCONJ
fbem-31988	35	33	major	major	ADJ
fbem-31988	35	34	social	social	ADJ
fbem-31988	35	35	events	event	NOUN
fbem-31988	35	36	,	,	PUNCT
fbem-31988	35	37	is	be	AUX
fbem-31988	35	38	assumed	assume	VERB
fbem-31988	35	39	to	to	PART
fbem-31988	35	40	be	be	AUX
fbem-31988	35	41	minimal	minimal	ADJ
fbem-31988	35	42	.	.	PUNCT
fbem-31988	36	1	finally	finally	ADV
fbem-31988	36	2	,	,	PUNCT
fbem-31988	36	3	the	the	DET
fbem-31988	36	4	relationship	relationship	NOUN
fbem-31988	36	5	between	between	ADP
fbem-31988	36	6	housing	housing	NOUN
fbem-31988	36	7	characteristics	characteristic	NOUN
fbem-31988	36	8	(	(	PUNCT
fbem-31988	36	9	e.g.	e.g.	ADV
fbem-31988	36	10	,	,	PUNCT
fbem-31988	36	11	area	area	NOUN
fbem-31988	36	12	,	,	PUNCT
fbem-31988	36	13	age	age	NOUN
fbem-31988	36	14	)	)	PUNCT
fbem-31988	36	15	,	,	PUNCT
fbem-31988	36	16	surrounding	surround	VERB
fbem-31988	36	17	amenities	amenity	NOUN
fbem-31988	36	18	,	,	PUNCT
fbem-31988	36	19	and	and	CCONJ
fbem-31988	36	20	economic	economic	ADJ
fbem-31988	36	21	factors	factor	NOUN
fbem-31988	36	22	is	be	AUX
fbem-31988	36	23	assumed	assume	VERB
fbem-31988	36	24	to	to	PART
fbem-31988	36	25	be	be	AUX
fbem-31988	36	26	consistent	consistent	ADJ
fbem-31988	36	27	within	within	ADP
fbem-31988	36	28	different	different	ADJ
fbem-31988	36	29	regions	region	NOUN
fbem-31988	36	30	of	of	ADP
fbem-31988	36	31	each	each	DET
fbem-31988	36	32	city	city	NOUN
fbem-31988	36	33	,	,	PUNCT
fbem-31988	36	34	enabling	enable	VERB
fbem-31988	36	35	the	the	DET
fbem-31988	36	36	promotion	promotion	NOUN
fbem-31988	36	37	of	of	ADP
fbem-31988	36	38	the	the	DET
fbem-31988	36	39	model	model	NOUN
fbem-31988	36	40	across	across	ADP
fbem-31988	36	41	regions	region	NOUN
fbem-31988	36	42	and	and	CCONJ
fbem-31988	36	43	facilitating	facilitate	VERB
fbem-31988	36	44	a	a	DET
fbem-31988	36	45	meaningful	meaningful	ADJ
fbem-31988	36	46	and	and	CCONJ
fbem-31988	36	47	accurate	accurate	ADJ
fbem-31988	36	48	assessment	assessment	NOUN
fbem-31988	36	49	of	of	ADP
fbem-31988	36	50	the	the	DET
fbem-31988	36	51	real	real	ADJ
fbem-31988	36	52	estate	estate	NOUN
fbem-31988	36	53	market	market	NOUN
fbem-31988	36	54	and	and	CCONJ
fbem-31988	36	55	urban	urban	ADJ
fbem-31988	36	56	development	development	NOUN
fbem-31988	36	57	.	.	PUNCT
fbem-31988	37	1	to	to	PART
fbem-31988	37	2	provide	provide	VERB
fbem-31988	37	3	a	a	DET
fbem-31988	37	4	specific	specific	ADJ
fbem-31988	37	5	forecast	forecast	NOUN
fbem-31988	37	6	of	of	ADP
fbem-31988	37	7	future	future	ADJ
fbem-31988	37	8	housing	housing	NOUN
fbem-31988	37	9	prices	price	NOUN
fbem-31988	37	10	in	in	ADP
fbem-31988	37	11	cities	city	NOUN
fbem-31988	37	12	1	1	NUM
fbem-31988	37	13	and	and	CCONJ
fbem-31988	37	14	2	2	NUM
fbem-31988	37	15	,	,	PUNCT
fbem-31988	37	16	and	and	CCONJ
fbem-31988	37	17	to	to	PART
fbem-31988	37	18	estimate	estimate	VERB
fbem-31988	37	19	the	the	DET
fbem-31988	37	20	total	total	ADJ
fbem-31988	37	21	existing	exist	VERB
fbem-31988	37	22	housing	housing	NOUN
fbem-31988	37	23	stock	stock	NOUN
fbem-31988	37	24	,	,	PUNCT
fbem-31988	37	25	this	this	DET
fbem-31988	37	26	study	study	NOUN
fbem-31988	37	27	employed	employ	VERB
fbem-31988	37	28	a	a	DET
fbem-31988	37	29	variety	variety	NOUN
fbem-31988	37	30	of	of	ADP
fbem-31988	37	31	machine	machine	NOUN
fbem-31988	37	32	learning	learn	VERB
fbem-31988	37	33	regression	regression	NOUN
fbem-31988	37	34	models	model	NOUN
fbem-31988	37	35	for	for	ADP
fbem-31988	37	36	housing	housing	NOUN
fbem-31988	37	37	price	price	NOUN
fbem-31988	37	38	forecasting	forecasting	NOUN
fbem-31988	37	39	.	.	PUNCT
fbem-31988	38	1	the	the	DET
fbem-31988	38	2	specific	specific	ADJ
fbem-31988	38	3	steps	step	NOUN
fbem-31988	38	4	involved	involve	VERB
fbem-31988	38	5	data	datum	NOUN
fbem-31988	38	6	preprocessing	preprocessing	NOUN
fbem-31988	38	7	,	,	PUNCT
fbem-31988	38	8	feature	feature	NOUN
fbem-31988	38	9	selection	selection	NOUN
fbem-31988	38	10	,	,	PUNCT
fbem-31988	38	11	model	model	NOUN
fbem-31988	38	12	building	building	NOUN
fbem-31988	38	13	and	and	CCONJ
fbem-31988	38	14	training	training	NOUN
fbem-31988	38	15	,	,	PUNCT
fbem-31988	38	16	model	model	NOUN
fbem-31988	38	17	prediction	prediction	NOUN
fbem-31988	38	18	,	,	PUNCT
fbem-31988	38	19	and	and	CCONJ
fbem-31988	38	20	result	result	VERB
fbem-31988	38	21	evaluation	evaluation	NOUN
fbem-31988	38	22	and	and	CCONJ
fbem-31988	38	23	analysis	analysis	NOUN
fbem-31988	38	24	.	.	PUNCT
fbem-31988	39	1	first	first	ADV
fbem-31988	39	2	,	,	PUNCT
fbem-31988	39	3	we	we	PRON
fbem-31988	39	4	perform	perform	VERB
fbem-31988	39	5	data	datum	NOUN
fbem-31988	39	6	preprocessing	preprocessing	NOUN
fbem-31988	39	7	.	.	PUNCT
fbem-31988	40	1	from	from	ADP
fbem-31988	40	2	the	the	DET
fbem-31988	40	3	basic	basic	ADJ
fbem-31988	40	4	information	information	NOUN
fbem-31988	40	5	on	on	ADP
fbem-31988	40	6	real	real	ADJ
fbem-31988	40	7	estate	estate	NOUN
fbem-31988	40	8	sales	sale	NOUN
fbem-31988	40	9	in	in	ADP
fbem-31988	40	10	58	58	NUM
fbem-31988	40	11	cities	city	NOUN
fbem-31988	40	12	on	on	ADP
fbem-31988	40	13	a	a	DET
fbem-31988	40	14	given	give	VERB
fbem-31988	40	15	day	day	NOUN
fbem-31988	40	16	,	,	PUNCT
fbem-31988	40	17	we	we	PRON
fbem-31988	40	18	see	see	VERB
fbem-31988	40	19	a	a	DET
fbem-31988	40	20	high	high	ADJ
fbem-31988	40	21	number	number	NOUN
fbem-31988	40	22	of	of	ADP
fbem-31988	40	23	missing	miss	VERB
fbem-31988	40	24	values	value	NOUN
fbem-31988	40	25	.	.	PUNCT
fbem-31988	41	1	the	the	DET
fbem-31988	41	2	characteristic	characteristic	ADJ
fbem-31988	41	3	variables	variable	NOUN
fbem-31988	41	4	for	for	ADP
fbem-31988	41	5	visualizing	visualize	VERB
fbem-31988	41	6	missing	miss	VERB
fbem-31988	41	7	values	value	NOUN
fbem-31988	41	8	are	be	AUX
fbem-31988	41	9	shown	show	VERB
fbem-31988	41	10	in	in	ADP
fbem-31988	41	11	figures	figure	NOUN
fbem-31988	41	12	1	1	NUM
fbem-31988	41	13	and	and	CCONJ
fbem-31988	41	14	2	2	NUM
fbem-31988	41	15	.	.	X
fbem-31988	42	1	the	the	DET
fbem-31988	42	2	bar	bar	NOUN
fbem-31988	42	3	chart	chart	NOUN
fbem-31988	42	4	in	in	ADP
fbem-31988	42	5	figure	figure	NOUN
fbem-31988	42	6	1	1	NUM
fbem-31988	42	7	shows	show	VERB
fbem-31988	42	8	the	the	DET
fbem-31988	42	9	statistics	statistic	NOUN
fbem-31988	42	10	for	for	ADP
fbem-31988	42	11	missing	miss	VERB
fbem-31988	42	12	variables	variable	NOUN
fbem-31988	42	13	in	in	ADP
fbem-31988	42	14	city	city	NOUN
fbem-31988	42	15	1	1	NUM
fbem-31988	42	16	,	,	PUNCT
fbem-31988	42	17	while	while	SCONJ
fbem-31988	42	18	the	the	DET
fbem-31988	42	19	pie	pie	NOUN
fbem-31988	42	20	chart	chart	NOUN
fbem-31988	42	21	in	in	ADP
fbem-31988	42	22	figure	figure	NOUN
fbem-31988	42	23	2	2	NUM
fbem-31988	42	24	shows	show	VERB
fbem-31988	42	25	the	the	DET
fbem-31988	42	26	statistics	statistic	NOUN
fbem-31988	42	27	for	for	ADP
fbem-31988	42	28	missing	miss	VERB
fbem-31988	42	29	variables	variable	NOUN
fbem-31988	42	30	in	in	ADP
fbem-31988	42	31	city	city	NOUN
fbem-31988	42	32	2	2	NUM
fbem-31988	42	33	.	.	PUNCT
fbem-31988	43	1	if	if	SCONJ
fbem-31988	43	2	all	all	DET
fbem-31988	43	3	null	null	ADJ
fbem-31988	43	4	values	value	NOUN
fbem-31988	43	5	in	in	ADP
fbem-31988	43	6	city	city	NOUN
fbem-31988	43	7	1	1	NUM
fbem-31988	43	8	were	be	AUX
fbem-31988	43	9	deleted	delete	VERB
fbem-31988	43	10	,	,	PUNCT
fbem-31988	43	11	the	the	DET
fbem-31988	43	12	original	original	ADJ
fbem-31988	43	13	4,600	4,600	NUM
fbem-31988	43	14	+	+	NUM
fbem-31988	43	15	data	datum	NOUN
fbem-31988	43	16	points	point	NOUN
fbem-31988	43	17	would	would	AUX
fbem-31988	43	18	be	be	AUX
fbem-31988	43	19	reduced	reduce	VERB
fbem-31988	43	20	to	to	ADP
fbem-31988	43	21	just	just	ADV
fbem-31988	43	22	over	over	ADP
fbem-31988	43	23	900	900	NUM
fbem-31988	43	24	.	.	PUNCT
fbem-31988	44	1	this	this	DET
fbem-31988	44	2	approach	approach	NOUN
fbem-31988	44	3	to	to	ADP
fbem-31988	44	4	handling	handle	VERB
fbem-31988	44	5	missing	miss	VERB
fbem-31988	44	6	values	value	NOUN
fbem-31988	44	7	is	be	AUX
fbem-31988	44	8	inefficient	inefficient	ADJ
fbem-31988	44	9	.	.	PUNCT
fbem-31988	45	1	therefore	therefore	ADV
fbem-31988	45	2	,	,	PUNCT
fbem-31988	45	3	this	this	DET
fbem-31988	45	4	paper	paper	NOUN
fbem-31988	45	5	employs	employ	VERB
fbem-31988	45	6	the	the	DET
fbem-31988	45	7	methods	method	NOUN
fbem-31988	45	8	of	of	ADP
fbem-31988	45	9	replacing	replace	VERB
fbem-31988	45	10	and	and	CCONJ
fbem-31988	45	11	filling	fill	VERB
fbem-31988	45	12	missing	miss	VERB
fbem-31988	45	13	values	value	NOUN
fbem-31988	45	14	.	.	PUNCT
fbem-31988	46	1	for	for	ADP
fbem-31988	46	2	numerical	numerical	ADJ
fbem-31988	46	3	variables	variable	NOUN
fbem-31988	46	4	,	,	PUNCT
fbem-31988	46	5	random	random	ADJ
fbem-31988	46	6	forests	forest	NOUN
fbem-31988	46	7	are	be	AUX
fbem-31988	46	8	used	use	VERB
fbem-31988	46	9	for	for	ADP
fbem-31988	46	10	prediction	prediction	NOUN
fbem-31988	46	11	and	and	CCONJ
fbem-31988	46	12	filling	filling	NOUN
fbem-31988	46	13	,	,	PUNCT
fbem-31988	46	14	while	while	SCONJ
fbem-31988	46	15	for	for	ADP
fbem-31988	46	16	numeric	numeric	ADJ
fbem-31988	46	17	variables	variable	NOUN
fbem-31988	46	18	,	,	PUNCT
fbem-31988	46	19	modal	modal	ADJ
fbem-31988	46	20	sequences	sequence	NOUN
fbem-31988	46	21	are	be	AUX
fbem-31988	46	22	used	use	VERB
fbem-31988	46	23	for	for	ADP
fbem-31988	46	24	filling	fill	VERB
fbem-31988	46	25	.	.	PUNCT
fbem-31988	47	1	figure	figure	NOUN
fbem-31988	47	2	1	1	NUM
fbem-31988	47	3	.	.	PUNCT
fbem-31988	48	1	missing	miss	VERB
fbem-31988	48	2	values	value	NOUN
fbem-31988	48	3	by	by	ADP
fbem-31988	48	4	column	column	NOUN
fbem-31988	48	5	figure	figure	NOUN
fbem-31988	48	6	2	2	NUM
fbem-31988	48	7	.	.	NOUN
fbem-31988	48	8	percentage	percentage	NOUN
fbem-31988	48	9	of	of	ADP
fbem-31988	48	10	missing	miss	VERB
fbem-31988	48	11	values	value	NOUN
fbem-31988	48	12	by	by	ADP
fbem-31988	48	13	column	column	NOUN
fbem-31988	48	14	next	next	ADV
fbem-31988	48	15	,	,	PUNCT
fbem-31988	48	16	perform	perform	VERB
fbem-31988	48	17	data	datum	NOUN
fbem-31988	48	18	encoding	encoding	NOUN
fbem-31988	48	19	and	and	CCONJ
fbem-31988	48	20	standardization	standardization	NOUN
fbem-31988	48	21	.	.	PUNCT
fbem-31988	49	1	label	label	NOUN
fbem-31988	49	2	encoding	encoding	NOUN
fbem-31988	49	3	:	:	PUNCT
fbem-31988	49	4	for	for	ADP
fbem-31988	49	5	categorical	categorical	ADJ
fbem-31988	49	6	variables	variable	NOUN
fbem-31988	49	7	,	,	PUNCT
fbem-31988	49	8	such	such	ADJ
fbem-31988	49	9	as	as	ADP
fbem-31988	49	10	building	building	NOUN
fbem-31988	49	11	type	type	NOUN
fbem-31988	49	12	,	,	PUNCT
fbem-31988	49	13	use	use	VERB
fbem-31988	49	14	labelencoder	labelencoder	NOUN
fbem-31988	49	15	to	to	PART
fbem-31988	49	16	convert	convert	VERB
fbem-31988	49	17	them	they	PRON
fbem-31988	49	18	to	to	ADP
fbem-31988	49	19	numeric	numeric	ADJ
fbem-31988	49	20	values	value	NOUN
fbem-31988	49	21	.	.	PUNCT
fbem-31988	50	1	min	min	NOUN
fbem-31988	50	2	-max	-max	PUNCT
fbem-31988	50	3	normalization	normalization	NOUN
fbem-31988	50	4	:	:	PUNCT
fbem-31988	50	5	normalize	normalize	VERB
fbem-31988	50	6	the	the	DET
fbem-31988	50	7	feature	feature	NOUN
fbem-31988	50	8	and	and	CCONJ
fbem-31988	50	9	target	target	NOUN
fbem-31988	50	10	variables	variable	NOUN
fbem-31988	50	11	,	,	PUNCT
fbem-31988	50	12	scaling	scale	VERB
fbem-31988	50	13	all	all	DET
fbem-31988	50	14	values	value	NOUN
fbem-31988	50	15	to	to	ADP
fbem-31988	50	16	the	the	DET
fbem-31988	50	17	range	range	NOUN
fbem-31988	50	18	[	[	X
fbem-31988	50	19	0	0	NUM
fbem-31988	50	20	,	,	PUNCT
fbem-31988	50	21	1	1	NUM
fbem-31988	50	22	]	]	PUNCT
fbem-31988	50	23	.	.	PUNCT
fbem-31988	51	1	this	this	PRON
fbem-31988	51	2	makes	make	VERB
fbem-31988	51	3	the	the	DET
fbem-31988	51	4	model	model	NOUN
fbem-31988	51	5	more	more	ADV
fbem-31988	51	6	stable	stable	ADJ
fbem-31988	51	7	during	during	ADP
fbem-31988	51	8	training	training	NOUN
fbem-31988	51	9	and	and	CCONJ
fbem-31988	51	10	prevents	prevent	VERB
fbem-31988	51	11	large	large	ADJ
fbem-31988	51	12	variations	variation	NOUN
fbem-31988	51	13	in	in	ADP
fbem-31988	51	14	feature	feature	NOUN
fbem-31988	51	15	values	value	NOUN
fbem-31988	51	16	from	from	ADP
fbem-31988	51	17	affecting	affect	VERB
fbem-31988	51	18	the	the	DET
fbem-31988	51	19	results	result	NOUN
fbem-31988	51	20	.	.	PUNCT
fbem-31988	52	1	in	in	ADP
fbem-31988	52	2	order	order	NOUN
fbem-31988	52	3	to	to	PART
fbem-31988	52	4	ensure	ensure	VERB
fbem-31988	52	5	the	the	DET
fbem-31988	52	6	reliability	reliability	NOUN
fbem-31988	52	7	and	and	CCONJ
fbem-31988	52	8	accuracy	accuracy	NOUN
fbem-31988	52	9	of	of	ADP
fbem-31988	52	10	the	the	DET
fbem-31988	52	11	prediction	prediction	NOUN
fbem-31988	52	12	results	result	NOUN
fbem-31988	52	13	,	,	PUNCT
fbem-31988	52	14	this	this	DET
fbem-31988	52	15	study	study	NOUN
fbem-31988	52	16	selected	select	VERB
fbem-31988	52	17	the	the	DET
fbem-31988	52	18	following	follow	VERB
fbem-31988	52	19	four	four	NUM
fbem-31988	52	20	models	model	NOUN
fbem-31988	52	21	:	:	PUNCT
fbem-31988	52	22	(	(	PUNCT
fbem-31988	52	23	1	1	X
fbem-31988	52	24	)	)	PUNCT
fbem-31988	52	25	linear	linear	ADJ
fbem-31988	52	26	regression	regression	NOUN
fbem-31988	52	27	:	:	PUNCT
fbem-31988	52	28	used	use	VERB
fbem-31988	52	29	to	to	PART
fbem-31988	52	30	capture	capture	VERB
fbem-31988	52	31	the	the	DET
fbem-31988	52	32	linear	linear	ADJ
fbem-31988	52	33	relationship	relationship	NOUN
fbem-31988	52	34	between	between	ADP
fbem-31988	52	35	characteristics	characteristic	NOUN
fbem-31988	52	36	and	and	CCONJ
fbem-31988	52	37	housing	housing	NOUN
fbem-31988	52	38	prices	price	NOUN
fbem-31988	52	39	.	.	PUNCT
fbem-31988	53	1	linear	linear	ADJ
fbem-31988	53	2	regression	regression	NOUN
fbem-31988	53	3	is	be	AUX
fbem-31988	53	4	the	the	DET
fbem-31988	53	5	most	most	ADV
fbem-31988	53	6	basic	basic	ADJ
fbem-31988	53	7	regression	regression	NOUN
fbem-31988	53	8	analysis	analysis	NOUN
fbem-31988	53	9	method	method	NOUN
fbem-31988	53	10	used	use	VERB
fbem-31988	53	11	to	to	PART
fbem-31988	53	12	study	study	VERB
fbem-31988	53	13	the	the	DET
fbem-31988	53	14	linear	linear	ADJ
fbem-31988	53	15	relationship	relationship	NOUN
fbem-31988	53	16	between	between	ADP
fbem-31988	53	17	dependent	dependent	ADJ
fbem-31988	53	18	variables	variable	NOUN
fbem-31988	53	19	and	and	CCONJ
fbem-31988	53	20	independent	independent	ADJ
fbem-31988	53	21	variables	variable	NOUN
fbem-31988	53	22	.	.	PUNCT
fbem-31988	54	1	it	it	PRON
fbem-31988	54	2	assumes	assume	VERB
fbem-31988	54	3	that	that	SCONJ
fbem-31988	54	4	there	there	PRON
fbem-31988	54	5	is	be	VERB
fbem-31988	54	6	a	a	DET
fbem-31988	54	7	linear	linear	ADJ
fbem-31988	54	8	relationship	relationship	NOUN
fbem-31988	54	9	between	between	ADP
fbem-31988	54	10	the	the	DET
fbem-31988	54	11	target	target	NOUN
fbem-31988	54	12	variable	variable	NOUN
fbem-31988	54	13	(	(	PUNCT
fbem-31988	54	14	housing	housing	NOUN
fbem-31988	54	15	price	price	NOUN
fbem-31988	54	16	)	)	PUNCT
fbem-31988	54	17	and	and	CCONJ
fbem-31988	54	18	multiple	multiple	ADJ
fbem-31988	54	19	characteristics	characteristic	NOUN
fbem-31988	54	20	(	(	PUNCT
fbem-31988	54	21	such	such	ADJ
fbem-31988	54	22	as	as	ADP
fbem-31988	54	23	the	the	DET
fbem-31988	54	24	total	total	ADJ
fbem-31988	54	25	number	number	NOUN
fbem-31988	54	26	of	of	ADP
fbem-31988	54	27	households	household	NOUN
fbem-31988	54	28	,	,	PUNCT
fbem-31988	54	29	greening	greening	NOUN
fbem-31988	54	30	rate	rate	NOUN
fbem-31988	54	31	,	,	PUNCT
fbem-31988	54	32	floor	floor	NOUN
fbem-31988	54	33	area	area	NOUN
fbem-31988	54	34	ratio	ratio	NOUN
fbem-31988	54	35	,	,	PUNCT
fbem-31988	54	36	etc	etc	X
fbem-31988	54	37	.	.	X
fbem-31988	54	38	)	)	PUNCT
fbem-31988	54	39	.	.	PUNCT
fbem-31988	55	1	the	the	DET
fbem-31988	55	2	mathematical	mathematical	ADJ
fbem-31988	55	3	formula	formula	NOUN
fbem-31988	55	4	assumes	assume	VERB
fbem-31988	55	5	that	that	SCONJ
fbem-31988	55	6	the	the	DET
fbem-31988	55	7	model	model	NOUN
fbem-31988	55	8	is	be	AUX
fbem-31988	55	9	:	:	PUNCT
fbem-31988	55	10	0	0	NUM
fbem-31988	55	11	1	1	NUM
fbem-31988	55	12	1	1	NUM
fbem-31988	55	13	2	2	NUM
fbem-31988	55	14	2	2	NUM
fbem-31988	55	15	n	n	CCONJ
fbem-31988	55	16	n	n	NOUN
fbem-31988	55	17	y	y	NOUN
fbem-31988	55	18	x	x	PUNCT
fbem-31988	55	19	x	x	PUNCT
fbem-31988	55	20	x	x	PROPN
fbem-31988	55	21			PROPN
fbem-31988	55	22			PROPN
fbem-31988	55	23			PROPN
fbem-31988	55	24	=	=	NOUN
fbem-31988	55	25	+	+	PROPN
fbem-31988	56	1	+	+	PUNCT
fbem-31988	57	1	+	+	PUNCT
fbem-31988	57	2	+	+	PUNCT
fbem-31988	57	3	+	+	CCONJ
fbem-31988	57	4	(	(	PUNCT
fbem-31988	57	5	1	1	NUM
fbem-31988	57	6	)	)	PUNCT
fbem-31988	57	7	where	where	SCONJ
fbem-31988	57	8	:	:	PUNCT
fbem-31988	57	9	y	y	PROPN
fbem-31988	57	10	is	be	AUX
fbem-31988	57	11	the	the	DET
fbem-31988	57	12	target	target	NOUN
fbem-31988	57	13	variable	variable	NOUN
fbem-31988	57	14	(	(	PUNCT
fbem-31988	57	15	house	house	NOUN
fbem-31988	57	16	price	price	NOUN
fbem-31988	57	17	)	)	PUNCT
fbem-31988	57	18	.	.	PUNCT
fbem-31988	58	1	x1	x1	INTJ
fbem-31988	58	2	,	,	PUNCT
fbem-31988	58	3	x2	x2	INTJ
fbem-31988	58	4	,	,	PUNCT
fbem-31988	58	5	…	…	PUNCT
fbem-31988	58	6	,	,	PUNCT
fbem-31988	58	7	xn	xn	PROPN
fbem-31988	58	8	are	be	AUX
fbem-31988	58	9	a	a	DET
fbem-31988	58	10	characteristic	characteristic	ADJ
fbem-31988	58	11	variable	variable	NOUN
fbem-31988	58	12	.	.	PUNCT
fbem-31988	59	1	β0	β0	PROPN
fbem-31988	59	2	is	be	AUX
fbem-31988	59	3	the	the	DET
fbem-31988	59	4	intercept	intercept	NOUN
fbem-31988	59	5	,	,	PUNCT
fbem-31988	59	6	β1	β1	PROPN
fbem-31988	59	7	,	,	PUNCT
fbem-31988	59	8	β2	β2	NOUN
fbem-31988	59	9	,	,	PUNCT
fbem-31988	59	10	…	…	PUNCT
fbem-31988	59	11	,	,	PUNCT
fbem-31988	59	12	βn	βn	X
fbem-31988	59	13	is	be	AUX
fbem-31988	59	14	the	the	DET
fbem-31988	59	15	regression	regression	NOUN
fbem-31988	59	16	coefficient	coefficient	NOUN
fbem-31988	59	17	of	of	ADP
fbem-31988	59	18	the	the	DET
fbem-31988	59	19	feature	feature	NOUN
fbem-31988	59	20	.	.	PUNCT
fbem-31988	60	1	ε	ε	PROPN
fbem-31988	60	2	is	be	AUX
fbem-31988	60	3	the	the	DET
fbem-31988	60	4	error	error	NOUN
fbem-31988	60	5	term	term	NOUN
fbem-31988	60	6	,	,	PUNCT
fbem-31988	60	7	which	which	PRON
fbem-31988	60	8	represents	represent	VERB
fbem-31988	60	9	the	the	DET
fbem-31988	60	10	deviation	deviation	NOUN
fbem-31988	60	11	of	of	ADP
fbem-31988	60	12	the	the	DET
fbem-31988	60	13	predicted	predict	VERB
fbem-31988	60	14	value	value	NOUN
fbem-31988	60	15	from	from	ADP
fbem-31988	60	16	the	the	DET
fbem-31988	60	17	actual	actual	ADJ
fbem-31988	60	18	value	value	NOUN
fbem-31988	60	19	.	.	PUNCT
fbem-31988	61	1	(	(	PUNCT
fbem-31988	61	2	2	2	X
fbem-31988	61	3	)	)	PUNCT
fbem-31988	61	4	decision	decision	NOUN
fbem-31988	61	5	tree	tree	NOUN
fbem-31988	61	6	regression	regression	NOUN
fbem-31988	61	7	:	:	PUNCT
fbem-31988	61	8	it	it	PRON
fbem-31988	61	9	can	can	AUX
fbem-31988	61	10	deal	deal	VERB
fbem-31988	61	11	with	with	ADP
fbem-31988	61	12	nonlinear	nonlinear	ADJ
fbem-31988	61	13	relationships	relationship	NOUN
fbem-31988	61	14	and	and	CCONJ
fbem-31988	61	15	model	model	VERB
fbem-31988	61	16	the	the	DET
fbem-31988	61	17	nonlinear	nonlinear	ADJ
fbem-31988	61	18	effects	effect	NOUN
fbem-31988	61	19	of	of	ADP
fbem-31988	61	20	features	feature	NOUN
fbem-31988	61	21	.	.	PUNCT
fbem-31988	62	1	(	(	PUNCT
fbem-31988	62	2	3	3	X
fbem-31988	62	3	)	)	PUNCT
fbem-31988	62	4	random	random	ADJ
fbem-31988	62	5	forest	forest	NOUN
fbem-31988	62	6	regression	regression	NOUN
fbem-31988	62	7	:	:	PUNCT
fbem-31988	62	8	by	by	ADP
fbem-31988	62	9	integrating	integrate	VERB
fbem-31988	62	10	multiple	multiple	ADJ
fbem-31988	62	11	decision	decision	NOUN
fbem-31988	62	12	trees	tree	NOUN
fbem-31988	62	13	,	,	PUNCT
fbem-31988	62	14	random	random	ADJ
fbem-31988	62	15	forest	forest	NOUN
fbem-31988	62	16	can	can	AUX
fbem-31988	62	17	improve	improve	VERB
fbem-31988	62	18	the	the	DET
fbem-31988	62	19	generalization	generalization	NOUN
fbem-31988	62	20	ability	ability	NOUN
fbem-31988	62	21	of	of	ADP
fbem-31988	62	22	the	the	DET
fbem-31988	62	23	model	model	NOUN
fbem-31988	62	24	and	and	CCONJ
fbem-31988	62	25	reduce	reduce	VERB
fbem-31988	62	26	overfitting	overfitting	NOUN
fbem-31988	62	27	.	.	PUNCT
fbem-31988	63	1	1	1	NUM
fbem-31988	63	2	)	)	PUNCT
fbem-31988	63	3	residual	residual	ADJ
fbem-31988	63	4	fitting	fitting	NOUN
fbem-31988	63	5	:	:	PUNCT
fbem-31988	63	6	each	each	DET
fbem-31988	63	7	new	new	ADJ
fbem-31988	63	8	tree	tree	NOUN
fbem-31988	63	9	is	be	AUX
fbem-31988	63	10	fitted	fit	VERB
fbem-31988	63	11	based	base	VERB
fbem-31988	63	12	on	on	ADP
fbem-31988	63	13	the	the	DET
fbem-31988	63	14	residuals	residual	NOUN
fbem-31988	63	15	of	of	ADP
fbem-31988	63	16	the	the	DET
fbem-31988	63	17	previous	previous	ADJ
fbem-31988	63	18	step	step	NOUN
fbem-31988	63	19	.	.	PUNCT
fbem-31988	64	1	2	2	X
fbem-31988	64	2	)	)	PUNCT
fbem-31988	64	3	gradient	gradient	ADJ
fbem-31988	64	4	descent	descent	NOUN
fbem-31988	64	5	optimization	optimization	NOUN
fbem-31988	64	6	:	:	PUNCT
fbem-31988	64	7	the	the	DET
fbem-31988	64	8	model	model	NOUN
fbem-31988	64	9	is	be	AUX
fbem-31988	64	10	improved	improve	VERB
fbem-31988	64	11	stepwise	stepwise	NOUN
fbem-31988	64	12	by	by	ADP
fbem-31988	64	13	minimizing	minimize	VERB
fbem-31988	64	14	residuals	residual	NOUN
fbem-31988	64	15	,	,	PUNCT
fbem-31988	64	16	and	and	CCONJ
fbem-31988	64	17	each	each	DET
fbem-31988	64	18	step	step	NOUN
fbem-31988	64	19	updates	update	VERB
fbem-31988	64	20	the	the	DET
fbem-31988	64	21	model	model	NOUN
fbem-31988	64	22	along	along	ADP
fbem-31988	64	23	the	the	DET
fbem-31988	64	24	negative	negative	ADJ
fbem-31988	64	25	gradient	gradient	ADJ
fbem-31988	64	26	direction	direction	NOUN
fbem-31988	64	27	of	of	ADP
fbem-31988	64	28	the	the	DET
fbem-31988	64	29	loss	loss	NOUN
fbem-31988	64	30	function	function	NOUN
fbem-31988	64	31	.	.	PUNCT
fbem-31988	65	1	(	(	PUNCT
fbem-31988	65	2	)	)	PUNCT
fbem-31988	65	3	(	(	PUNCT
fbem-31988	65	4	)	)	PUNCT
fbem-31988	65	5	i	i	PRON
fbem-31988	65	6	i	i	PRON
fbem-31988	66	1	i	i	VERB
fbem-31988	67	1	y	y	VERB
fbem-31988	67	2	f	f	NOUN
fbem-31988	68	1	x	x	NOUN
fbem-31988	68	2	h	h	NOUN
fbem-31988	68	3	x=	x=	NOUN
fbem-31988	69	1	+	+	CCONJ
fbem-31988	69	2			PROPN
fbem-31988	69	3	(	(	PUNCT
fbem-31988	69	4	2	2	NUM
fbem-31988	69	5	)	)	PUNCT
fbem-31988	69	6	where	where	SCONJ
fbem-31988	69	7	:	:	PUNCT
fbem-31988	69	8	f(xi	f(xi	PROPN
fbem-31988	69	9	)	)	PUNCT
fbem-31988	69	10	is	be	AUX
fbem-31988	69	11	the	the	DET
fbem-31988	69	12	predicted	predict	VERB
fbem-31988	69	13	value	value	NOUN
fbem-31988	69	14	of	of	ADP
fbem-31988	69	15	the	the	DET
fbem-31988	69	16	previous	previous	ADJ
fbem-31988	69	17	step	step	NOUN
fbem-31988	69	18	model	model	NOUN
fbem-31988	69	19	.	.	PUNCT
fbem-31988	70	1	ℎ(xi	ℎ(xi	NUM
fbem-31988	70	2	)	)	PUNCT
fbem-31988	70	3	is	be	AUX
fbem-31988	70	4	the	the	DET
fbem-31988	70	5	weak	weak	ADJ
fbem-31988	70	6	learner	learner	NOUN
fbem-31988	70	7	(	(	PUNCT
fbem-31988	70	8	tree	tree	NOUN
fbem-31988	70	9	)	)	PUNCT
fbem-31988	70	10	generated	generate	VERB
fbem-31988	70	11	by	by	ADP
fbem-31988	70	12	the	the	DET
fbem-31988	70	13	current	current	ADJ
fbem-31988	70	14	step	step	NOUN
fbem-31988	70	15	.	.	PUNCT
fbem-31988	71	1	η	η	PROPN
fbem-31988	71	2	is	be	AUX
fbem-31988	71	3	the	the	DET
fbem-31988	71	4	learning	learning	NOUN
fbem-31988	71	5	rate	rate	NOUN
fbem-31988	71	6	,	,	PUNCT
fbem-31988	71	7	which	which	PRON
fbem-31988	71	8	is	be	AUX
fbem-31988	71	9	used	use	VERB
fbem-31988	71	10	to	to	PART
fbem-31988	71	11	control	control	VERB
fbem-31988	71	12	the	the	DET
fbem-31988	71	13	update	update	NOUN
fbem-31988	71	14	step	step	NOUN
fbem-31988	71	15	size	size	NOUN
fbem-31988	71	16	.	.	PUNCT
fbem-31988	72	1	overall	overall	ADV
fbem-31988	72	2	,	,	PUNCT
fbem-31988	72	3	the	the	DET
fbem-31988	72	4	advantages	advantage	NOUN
fbem-31988	72	5	and	and	CCONJ
fbem-31988	72	6	disadvantages	disadvantage	NOUN
fbem-31988	72	7	of	of	ADP
fbem-31988	72	8	the	the	DET
fbem-31988	72	9	four	four	NUM
fbem-31988	72	10	models	model	NOUN
fbem-31988	72	11	are	be	AUX
fbem-31988	72	12	summarized	summarize	VERB
fbem-31988	72	13	as	as	SCONJ
fbem-31988	72	14	follows	follow	VERB
fbem-31988	72	15	:	:	PUNCT
fbem-31988	72	16	after	after	SCONJ
fbem-31988	72	17	the	the	DET
fbem-31988	72	18	model	model	NOUN
fbem-31988	72	19	is	be	AUX
fbem-31988	72	20	111	111	NUM
fbem-31988	72	21	constructed	construct	VERB
fbem-31988	72	22	,	,	PUNCT
fbem-31988	72	23	housing	housing	NOUN
fbem-31988	72	24	prices	price	NOUN
fbem-31988	72	25	are	be	AUX
fbem-31988	72	26	predicted	predict	VERB
fbem-31988	72	27	for	for	ADP
fbem-31988	72	28	each	each	DET
fbem-31988	72	29	region	region	NOUN
fbem-31988	72	30	by	by	ADP
fbem-31988	72	31	citycode	citycode	NOUN
fbem-31988	72	32	and	and	CCONJ
fbem-31988	72	33	adcode	adcode	NOUN
fbem-31988	72	34	,	,	PUNCT
fbem-31988	72	35	and	and	CCONJ
fbem-31988	72	36	the	the	DET
fbem-31988	72	37	results	result	NOUN
fbem-31988	72	38	are	be	AUX
fbem-31988	72	39	obtained	obtain	VERB
fbem-31988	72	40	.	.	PUNCT
fbem-31988	73	1	a	a	DET
fbem-31988	73	2	common	common	ADJ
fbem-31988	73	3	approximate	approximate	ADJ
fbem-31988	73	4	method	method	NOUN
fbem-31988	73	5	for	for	ADP
fbem-31988	73	6	estimating	estimate	VERB
fbem-31988	73	7	the	the	DET
fbem-31988	73	8	total	total	ADJ
fbem-31988	73	9	existing	exist	VERB
fbem-31988	73	10	housing	housing	NOUN
fbem-31988	73	11	stock	stock	NOUN
fbem-31988	73	12	is	be	AUX
fbem-31988	73	13	to	to	PART
fbem-31988	73	14	multiply	multiply	VERB
fbem-31988	73	15	the	the	DET
fbem-31988	73	16	total	total	ADJ
fbem-31988	73	17	number	number	NOUN
fbem-31988	73	18	of	of	ADP
fbem-31988	73	19	households	household	NOUN
fbem-31988	73	20	(	(	PUNCT
fbem-31988	73	21	representing	represent	VERB
fbem-31988	73	22	the	the	DET
fbem-31988	73	23	total	total	ADJ
fbem-31988	73	24	number	number	NOUN
fbem-31988	73	25	of	of	ADP
fbem-31988	73	26	residential	residential	ADJ
fbem-31988	73	27	units	unit	NOUN
fbem-31988	73	28	in	in	ADP
fbem-31988	73	29	the	the	DET
fbem-31988	73	30	city	city	NOUN
fbem-31988	73	31	,	,	PUNCT
fbem-31988	73	32	which	which	PRON
fbem-31988	73	33	can	can	AUX
fbem-31988	73	34	be	be	AUX
fbem-31988	73	35	obtained	obtain	VERB
fbem-31988	73	36	through	through	ADP
fbem-31988	73	37	censuses	census	NOUN
fbem-31988	73	38	or	or	CCONJ
fbem-31988	73	39	statistics	statistic	NOUN
fbem-31988	73	40	)	)	PUNCT
fbem-31988	73	41	by	by	ADP
fbem-31988	73	42	the	the	DET
fbem-31988	73	43	average	average	ADJ
fbem-31988	73	44	per	per	ADP
fbem-31988	73	45	-	-	PUNCT
fbem-31988	73	46	household	household	NOUN
fbem-31988	73	47	area	area	NOUN
fbem-31988	73	48	to	to	PART
fbem-31988	73	49	obtain	obtain	VERB
fbem-31988	73	50	the	the	DET
fbem-31988	73	51	total	total	ADJ
fbem-31988	73	52	housing	housing	NOUN
fbem-31988	73	53	area	area	NOUN
fbem-31988	73	54	in	in	ADP
fbem-31988	73	55	the	the	DET
fbem-31988	73	56	city	city	NOUN
fbem-31988	73	57	.	.	PUNCT
fbem-31988	74	1	when	when	SCONJ
fbem-31988	74	2	specific	specific	ADJ
fbem-31988	74	3	housing	housing	NOUN
fbem-31988	74	4	area	area	NOUN
fbem-31988	74	5	data	datum	NOUN
fbem-31988	74	6	is	be	AUX
fbem-31988	74	7	unavailable	unavailable	ADJ
fbem-31988	74	8	,	,	PUNCT
fbem-31988	74	9	relevant	relevant	ADJ
fbem-31988	74	10	indicators	indicator	NOUN
fbem-31988	74	11	such	such	ADJ
fbem-31988	74	12	as	as	ADP
fbem-31988	74	13	flo	flo	NOUN
fbem-31988	74	14	or	or	CCONJ
fbem-31988	74	15	area	area	NOUN
fbem-31988	74	16	ratio	ratio	NOUN
fbem-31988	74	17	can	can	AUX
fbem-31988	74	18	be	be	AUX
fbem-31988	74	19	used	use	VERB
fbem-31988	74	20	to	to	PART
fbem-31988	74	21	approximate	approximate	VERB
fbem-31988	74	22	the	the	DET
fbem-31988	74	23	average	average	ADJ
fbem-31988	74	24	per	per	ADP
fbem-31988	74	25	-	-	PUNCT
fbem-31988	74	26	household	household	NOUN
fbem-31988	74	27	area	area	NOUN
fbem-31988	74	28	.	.	PUNCT
fbem-31988	75	1	while	while	SCONJ
fbem-31988	75	2	not	not	PART
fbem-31988	75	3	absolutely	absolutely	ADV
fbem-31988	75	4	accurate	accurate	ADJ
fbem-31988	75	5	,	,	PUNCT
fbem-31988	75	6	it	it	PRON
fbem-31988	75	7	can	can	AUX
fbem-31988	75	8	serve	serve	VERB
fbem-31988	75	9	as	as	ADP
fbem-31988	75	10	a	a	DET
fbem-31988	75	11	useful	useful	ADJ
fbem-31988	75	12	approximation	approximation	NOUN
fbem-31988	75	13	in	in	ADP
fbem-31988	75	14	the	the	DET
fbem-31988	75	15	absence	absence	NOUN
fbem-31988	75	16	of	of	ADP
fbem-31988	75	17	data	datum	NOUN
fbem-31988	75	18	.	.	PUNCT
fbem-31988	76	1	figure	figure	VERB
fbem-31988	76	2	3	3	NUM
fbem-31988	76	3	.	.	PUNCT
fbem-31988	76	4	matrix	matrix	NOUN
fbem-31988	76	5	scatter	scatter	NOUN
fbem-31988	76	6	plot	plot	NOUN
fbem-31988	76	7	figure	figure	NOUN
fbem-31988	76	8	4	4	NUM
fbem-31988	76	9	.	.	NOUN
fbem-31988	76	10	comparison	comparison	NOUN
fbem-31988	76	11	of	of	ADP
fbem-31988	76	12	predicted	predict	VERB
fbem-31988	76	13	average	average	ADJ
fbem-31988	76	14	prices	price	NOUN
fbem-31988	76	15	by	by	ADP
fbem-31988	76	16	region	region	NOUN
fbem-31988	76	17	for	for	ADP
fbem-31988	76	18	different	different	ADJ
fbem-31988	76	19	models	model	NOUN
fbem-31988	76	20	figures	figure	VERB
fbem-31988	76	21	3	3	NUM
fbem-31988	76	22	and	and	CCONJ
fbem-31988	76	23	4	4	NUM
fbem-31988	76	24	present	present	ADJ
fbem-31988	76	25	comparative	comparative	ADJ
fbem-31988	76	26	housing	housing	NOUN
fbem-31988	76	27	price	price	NOUN
fbem-31988	76	28	forecasts	forecast	NOUN
fbem-31988	76	29	from	from	ADP
fbem-31988	76	30	four	four	NUM
fbem-31988	76	31	different	different	ADJ
fbem-31988	76	32	models	model	NOUN
fbem-31988	76	33	for	for	ADP
fbem-31988	76	34	city	city	NOUN
fbem-31988	76	35	1	1	NUM
fbem-31988	76	36	(	(	PUNCT
fbem-31988	76	37	changchun	changchun	PROPN
fbem-31988	76	38	,	,	PUNCT
fbem-31988	76	39	jilin	jilin	PROPN
fbem-31988	76	40	province	province	PROPN
fbem-31988	76	41	)	)	PUNCT
fbem-31988	76	42	and	and	CCONJ
fbem-31988	76	43	city	city	NOUN
fbem-31988	76	44	2	2	NUM
fbem-31988	76	45	(	(	PUNCT
fbem-31988	76	46	hohhot	hohhot	ADJ
fbem-31988	76	47	,	,	PUNCT
fbem-31988	76	48	inner	inner	ADJ
fbem-31988	76	49	mongolia	mongolia	PROPN
fbem-31988	76	50	)	)	PUNCT
fbem-31988	76	51	.	.	PUNCT
fbem-31988	77	1	as	as	ADP
fbem-31988	77	2	a	a	DET
fbem-31988	77	3	major	major	ADJ
fbem-31988	77	4	industrial	industrial	ADJ
fbem-31988	77	5	city	city	NOUN
fbem-31988	77	6	in	in	ADP
fbem-31988	77	7	northeast	northeast	PROPN
fbem-31988	77	8	china	china	PROPN
fbem-31988	77	9	,	,	PUNCT
fbem-31988	77	10	changchun	changchun	PROPN
fbem-31988	77	11	boasts	boast	VERB
fbem-31988	77	12	a	a	DET
fbem-31988	77	13	strong	strong	ADJ
fbem-31988	77	14	manufacturing	manufacturing	NOUN
fbem-31988	77	15	base	base	NOUN
fbem-31988	77	16	in	in	ADP
fbem-31988	77	17	industries	industry	NOUN
fbem-31988	77	18	such	such	ADJ
fbem-31988	77	19	as	as	ADP
fbem-31988	77	20	automobiles	automobile	NOUN
fbem-31988	77	21	and	and	CCONJ
fbem-31988	77	22	railways	railway	NOUN
fbem-31988	77	23	.	.	PUNCT
fbem-31988	78	1	it	it	PRON
fbem-31988	78	2	enjoys	enjoy	VERB
fbem-31988	78	3	a	a	DET
fbem-31988	78	4	relatively	relatively	ADV
fbem-31988	78	5	stable	stable	ADJ
fbem-31988	78	6	economy	economy	NOUN
fbem-31988	78	7	,	,	PUNCT
fbem-31988	78	8	excelling	excel	VERB
fbem-31988	78	9	in	in	ADP
fbem-31988	78	10	sectors	sector	NOUN
fbem-31988	78	11	like	like	ADP
fbem-31988	78	12	industry	industry	NOUN
fbem-31988	78	13	,	,	PUNCT
fbem-31988	78	14	manufacturing	manufacturing	NOUN
fbem-31988	78	15	,	,	PUNCT
fbem-31988	78	16	and	and	CCONJ
fbem-31988	78	17	education	education	NOUN
fbem-31988	78	18	.	.	PUNCT
fbem-31988	79	1	its	its	PRON
fbem-31988	79	2	diversified	diversified	ADJ
fbem-31988	79	3	economic	economic	ADJ
fbem-31988	79	4	structure	structure	NOUN
fbem-31988	79	5	strongly	strongly	ADV
fbem-31988	79	6	supports	support	VERB
fbem-31988	79	7	the	the	DET
fbem-31988	79	8	stability	stability	NOUN
fbem-31988	79	9	of	of	ADP
fbem-31988	79	10	local	local	ADJ
fbem-31988	79	11	housing	housing	NOUN
fbem-31988	79	12	prices	price	NOUN
fbem-31988	79	13	.	.	PUNCT
fbem-31988	80	1	hohhot	hohhot	ADJ
fbem-31988	80	2	,	,	PUNCT
fbem-31988	80	3	the	the	DET
fbem-31988	80	4	capital	capital	NOUN
fbem-31988	80	5	of	of	ADP
fbem-31988	80	6	inner	inner	ADJ
fbem-31988	80	7	mongolia	mongolia	PROPN
fbem-31988	80	8	,	,	PUNCT
fbem-31988	80	9	has	have	AUX
fbem-31988	80	10	seen	see	VERB
fbem-31988	80	11	strong	strong	ADJ
fbem-31988	80	12	economic	economic	ADJ
fbem-31988	80	13	growth	growth	NOUN
fbem-31988	80	14	in	in	ADP
fbem-31988	80	15	recent	recent	ADJ
fbem-31988	80	16	years	year	NOUN
fbem-31988	80	17	,	,	PUNCT
fbem-31988	80	18	particularly	particularly	ADV
fbem-31988	80	19	in	in	ADP
fbem-31988	80	20	resource	resource	NOUN
fbem-31988	80	21	-	-	PUNCT
fbem-31988	80	22	based	base	VERB
fbem-31988	80	23	industries	industry	NOUN
fbem-31988	80	24	and	and	CCONJ
fbem-31988	80	25	the	the	DET
fbem-31988	80	26	service	service	NOUN
fbem-31988	80	27	sector	sector	NOUN
fbem-31988	80	28	.	.	PUNCT
fbem-31988	81	1	however	however	ADV
fbem-31988	81	2	,	,	PUNCT
fbem-31988	81	3	its	its	PRON
fbem-31988	81	4	economic	economic	ADJ
fbem-31988	81	5	foundation	foundation	NOUN
fbem-31988	81	6	and	and	CCONJ
fbem-31988	81	7	industrial	industrial	ADJ
fbem-31988	81	8	structure	structure	NOUN
fbem-31988	81	9	are	be	AUX
fbem-31988	81	10	relatively	relatively	ADV
fbem-31988	81	11	homogenous	homogenous	ADJ
fbem-31988	81	12	compared	compare	VERB
fbem-31988	81	13	to	to	ADP
fbem-31988	81	14	changchun	changchun	NOUN
fbem-31988	81	15	,	,	PUNCT
fbem-31988	81	16	making	make	VERB
fbem-31988	81	17	it	it	PRON
fbem-31988	81	18	more	more	ADV
fbem-31988	81	19	susceptible	susceptible	ADJ
fbem-31988	81	20	to	to	ADP
fbem-31988	81	21	economic	economic	ADJ
fbem-31988	81	22	fluctuations	fluctuation	NOUN
fbem-31988	81	23	,	,	PUNCT
fbem-31988	81	24	which	which	PRON
fbem-31988	81	25	could	could	AUX
fbem-31988	81	26	lead	lead	VERB
fbem-31988	81	27	to	to	ADP
fbem-31988	81	28	significant	significant	ADJ
fbem-31988	81	29	fluctuations	fluctuation	NOUN
fbem-31988	81	30	in	in	ADP
fbem-31988	81	31	housing	housing	NOUN
fbem-31988	81	32	prices	price	NOUN
fbem-31988	81	33	.	.	PUNCT
fbem-31988	82	1	from	from	ADP
fbem-31988	82	2	the	the	DET
fbem-31988	82	3	model	model	NOUN
fbem-31988	82	4	results	result	NOUN
fbem-31988	82	5	,	,	PUNCT
fbem-31988	82	6	it	it	PRON
fbem-31988	82	7	can	can	AUX
fbem-31988	82	8	be	be	AUX
fbem-31988	82	9	seen	see	VERB
fbem-31988	82	10	that	that	SCONJ
fbem-31988	82	11	the	the	DET
fbem-31988	82	12	decision	decision	NOUN
fbem-31988	82	13	tree	tree	NOUN
fbem-31988	82	14	model	model	NOUN
fbem-31988	82	15	performs	perform	VERB
fbem-31988	82	16	well	well	ADV
fbem-31988	82	17	in	in	ADP
fbem-31988	82	18	the	the	DET
fbem-31988	82	19	prediction	prediction	NOUN
fbem-31988	82	20	of	of	ADP
fbem-31988	82	21	both	both	DET
fbem-31988	82	22	cities	city	NOUN
fbem-31988	82	23	.	.	PUNCT
fbem-31988	83	1	the	the	DET
fbem-31988	83	2	decision	decision	NOUN
fbem-31988	83	3	tree	tree	NOUN
fbem-31988	83	4	can	can	AUX
fbem-31988	83	5	effectively	effectively	ADV
fbem-31988	83	6	capture	capture	VERB
fbem-31988	83	7	the	the	DET
fbem-31988	83	8	nonlinear	nonlinear	ADJ
fbem-31988	83	9	relationships	relationship	NOUN
fbem-31988	83	10	between	between	ADP
fbem-31988	83	11	housing	housing	NOUN
fbem-31988	83	12	prices	price	NOUN
fbem-31988	83	13	in	in	ADP
fbem-31988	83	14	different	different	ADJ
fbem-31988	83	15	regions	region	NOUN
fbem-31988	83	16	,	,	PUNCT
fbem-31988	83	17	especially	especially	ADV
fbem-31988	83	18	in	in	ADP
fbem-31988	83	19	cities	city	NOUN
fbem-31988	83	20	with	with	ADP
fbem-31988	83	21	large	large	ADJ
fbem-31988	83	22	regional	regional	ADJ
fbem-31988	83	23	differences	difference	NOUN
fbem-31988	83	24	like	like	ADP
fbem-31988	83	25	hohhot	hohhot	ADV
fbem-31988	83	26	.	.	PUNCT
fbem-31988	84	1	therefore	therefore	ADV
fbem-31988	84	2	,	,	PUNCT
fbem-31988	84	3	the	the	DET
fbem-31988	84	4	predictive	predictive	ADJ
fbem-31988	84	5	effect	effect	NOUN
fbem-31988	84	6	of	of	ADP
fbem-31988	84	7	the	the	DET
fbem-31988	84	8	decision	decision	NOUN
fbem-31988	84	9	tree	tree	NOUN
fbem-31988	84	10	in	in	ADP
fbem-31988	84	11	hohhot	hohhot	ADJ
fbem-31988	84	12	is	be	AUX
fbem-31988	84	13	particularly	particularly	ADV
fbem-31988	84	14	significant	significant	ADJ
fbem-31988	84	15	.	.	PUNCT
fbem-31988	85	1	for	for	ADP
fbem-31988	85	2	changchun	changchun	NOUN
fbem-31988	85	3	,	,	PUNCT
fbem-31988	85	4	the	the	DET
fbem-31988	85	5	random	random	ADJ
fbem-31988	85	6	forest	forest	NOUN
fbem-31988	85	7	and	and	CCONJ
fbem-31988	85	8	gradient	gradient	ADJ
fbem-31988	85	9	boosting	boost	VERB
fbem-31988	85	10	models	model	NOUN
fbem-31988	85	11	also	also	ADV
fbem-31988	85	12	perform	perform	VERB
fbem-31988	85	13	well	well	ADV
fbem-31988	85	14	,	,	PUNCT
fbem-31988	85	15	indicating	indicate	VERB
fbem-31988	85	16	that	that	SCONJ
fbem-31988	85	17	the	the	DET
fbem-31988	85	18	housing	housing	NOUN
fbem-31988	85	19	prices	price	NOUN
fbem-31988	85	20	in	in	ADP
fbem-31988	85	21	changchun	changchun	NOUN
fbem-31988	85	22	have	have	VERB
fbem-31988	85	23	a	a	DET
fbem-31988	85	24	relatively	relatively	ADV
fbem-31988	85	25	stable	stable	ADJ
fbem-31988	85	26	linear	linear	NOUN
fbem-31988	85	27	and	and	CCONJ
fbem-31988	85	28	nonlinear	nonlinear	ADJ
fbem-31988	85	29	relationship	relationship	NOUN
fbem-31988	85	30	with	with	ADP
fbem-31988	85	31	various	various	ADJ
fbem-31988	85	32	features	feature	NOUN
fbem-31988	85	33	,	,	PUNCT
fbem-31988	85	34	making	make	VERB
fbem-31988	85	35	it	it	PRON
fbem-31988	85	36	suitable	suitable	ADJ
fbem-31988	85	37	for	for	ADP
fbem-31988	85	38	prediction	prediction	NOUN
fbem-31988	85	39	using	use	VERB
fbem-31988	85	40	ensemble	ensemble	ADJ
fbem-31988	85	41	models	model	NOUN
fbem-31988	85	42	.	.	PUNCT
fbem-31988	86	1	generally	generally	ADV
fbem-31988	86	2	speaking	speak	VERB
fbem-31988	86	3	,	,	PUNCT
fbem-31988	86	4	through	through	ADP
fbem-31988	86	5	the	the	DET
fbem-31988	86	6	results	result	NOUN
fbem-31988	86	7	of	of	ADP
fbem-31988	86	8	house	house	NOUN
fbem-31988	86	9	price	price	NOUN
fbem-31988	86	10	forecast	forecast	NOUN
fbem-31988	86	11	model	model	NOUN
fbem-31988	86	12	,	,	PUNCT
fbem-31988	86	13	we	we	PRON
fbem-31988	86	14	can	can	AUX
fbem-31988	86	15	see	see	VERB
fbem-31988	86	16	the	the	DET
fbem-31988	86	17	significant	significant	ADJ
fbem-31988	86	18	differences	difference	NOUN
fbem-31988	86	19	between	between	ADP
fbem-31988	86	20	changchun	changchun	NOUN
fbem-31988	86	21	and	and	CCONJ
fbem-31988	86	22	hohhot	hohhot	ADJ
fbem-31988	86	23	in	in	ADP
fbem-31988	86	24	house	house	NOUN
fbem-31988	86	25	price	price	NOUN
fbem-31988	86	26	distribution	distribution	NOUN
fbem-31988	86	27	and	and	CCONJ
fbem-31988	86	28	regional	regional	ADJ
fbem-31988	86	29	economic	economic	ADJ
fbem-31988	86	30	structure	structure	NOUN
fbem-31988	86	31	.	.	PUNCT
fbem-31988	87	1	changchun	changchun	PROPN
fbem-31988	87	2	's	's	PART
fbem-31988	87	3	housing	housing	NOUN
fbem-31988	87	4	prices	price	NOUN
fbem-31988	87	5	are	be	AUX
fbem-31988	87	6	relatively	relatively	ADV
fbem-31988	87	7	stable	stable	ADJ
fbem-31988	87	8	,	,	PUNCT
fbem-31988	87	9	indicating	indicate	VERB
fbem-31988	87	10	that	that	SCONJ
fbem-31988	87	11	its	its	PRON
fbem-31988	87	12	regional	regional	ADJ
fbem-31988	87	13	balanced	balanced	ADJ
fbem-31988	87	14	development	development	NOUN
fbem-31988	87	15	is	be	AUX
fbem-31988	87	16	good	good	ADJ
fbem-31988	87	17	;	;	PUNCT
fbem-31988	87	18	however	however	ADV
fbem-31988	87	19	,	,	PUNCT
fbem-31988	87	20	the	the	DET
fbem-31988	87	21	housing	housing	NOUN
fbem-31988	87	22	prices	price	NOUN
fbem-31988	87	23	in	in	ADP
fbem-31988	87	24	hohhot	hohhot	ADJ
fbem-31988	87	25	are	be	AUX
fbem-31988	87	26	quite	quite	ADV
fbem-31988	87	27	different	different	ADJ
fbem-31988	87	28	,	,	PUNCT
fbem-31988	87	29	which	which	PRON
fbem-31988	87	30	reflects	reflect	VERB
fbem-31988	87	31	the	the	DET
fbem-31988	87	32	characteristics	characteristic	NOUN
fbem-31988	87	33	of	of	ADP
fbem-31988	87	34	high	high	ADJ
fbem-31988	87	35	economic	economic	ADJ
fbem-31988	87	36	concentration	concentration	NOUN
fbem-31988	87	37	.	.	PUNCT
fbem-31988	88	1	decision	decision	NOUN
fbem-31988	88	2	tree	tree	NOUN
fbem-31988	88	3	model	model	NOUN
fbem-31988	88	4	can	can	AUX
fbem-31988	88	5	better	well	ADV
fbem-31988	88	6	capture	capture	VERB
fbem-31988	88	7	this	this	DET
fbem-31988	88	8	regional	regional	ADJ
fbem-31988	88	9	difference	difference	NOUN
fbem-31988	88	10	and	and	CCONJ
fbem-31988	88	11	provide	provide	VERB
fbem-31988	88	12	a	a	DET
fbem-31988	88	13	n	n	CCONJ
fbem-31988	88	14	effective	effective	ADJ
fbem-31988	88	15	reference	reference	NOUN
fbem-31988	88	16	for	for	ADP
fbem-31988	88	17	house	house	NOUN
fbem-31988	88	18	price	price	NOUN
fbem-31988	88	19	forecasting	forecasting	NOUN
fbem-31988	88	20	.	.	PUNCT
fbem-31988	89	1	this	this	PRON
fbem-31988	89	2	provides	provide	VERB
fbem-31988	89	3	valuable	valuable	ADJ
fbem-31988	89	4	policy	policy	NOUN
fbem-31988	89	5	suggestions	suggestion	NOUN
fbem-31988	89	6	for	for	ADP
fbem-31988	89	7	changchun	changchun	NOUN
fbem-31988	89	8	and	and	CCONJ
fbem-31988	89	9	hohhot	hohhot	ADJ
fbem-31988	89	10	in	in	ADP
fbem-31988	89	11	the	the	DET
fbem-31988	89	12	future	future	ADJ
fbem-31988	89	13	urban	urban	ADJ
fbem-31988	89	14	development	development	NOUN
fbem-31988	89	15	,	,	PUNCT
fbem-31988	89	16	housing	housing	NOUN
fbem-31988	89	17	security	security	NOUN
fbem-31988	89	18	and	and	CCONJ
fbem-31988	89	19	regional	regional	ADJ
fbem-31988	89	20	balanced	balanced	ADJ
fbem-31988	89	21	development	development	NOUN
fbem-31988	89	22	.	.	PUNCT
fbem-31988	90	1	2.2	2.2	NUM
fbem-31988	90	2	.	.	PUNCT
fbem-31988	90	3	benchmark	benchmark	NOUN
fbem-31988	90	4	regression	regression	NOUN
fbem-31988	90	5	indicator	indicator	NOUN
fbem-31988	90	6	quantification	quantification	NOUN
fbem-31988	90	7	and	and	CCONJ
fbem-31988	90	8	standardization	standardization	NOUN
fbem-31988	90	9	(	(	PUNCT
fbem-31988	90	10	1	1	X
fbem-31988	90	11	)	)	PUNCT
fbem-31988	90	12	define	define	VERB
fbem-31988	90	13	key	key	ADJ
fbem-31988	90	14	indicators	indicator	NOUN
fbem-31988	90	15	:	:	PUNCT
fbem-31988	90	16	for	for	ADP
fbem-31988	90	17	each	each	DET
fbem-31988	90	18	service	service	NOUN
fbem-31988	90	19	category	category	NOUN
fbem-31988	90	20	,	,	PUNCT
fbem-31988	90	21	define	define	VERB
fbem-31988	90	22	key	key	ADJ
fbem-31988	90	23	indicators	indicator	NOUN
fbem-31988	90	24	to	to	PART
fbem-31988	90	25	quantify	quantify	VERB
fbem-31988	90	26	the	the	DET
fbem-31988	90	27	level	level	NOUN
fbem-31988	90	28	of	of	ADP
fbem-31988	90	29	service	service	NOUN
fbem-31988	90	30	.	.	PUNCT
fbem-31988	91	1	accommodation	accommodation	NOUN
fbem-31988	91	2	services	service	NOUN
fbem-31988	91	3	:	:	PUNCT
fbem-31988	91	4	the	the	DET
fbem-31988	91	5	number	number	NOUN
fbem-31988	91	6	of	of	ADP
fbem-31988	91	7	hotels	hotel	NOUN
fbem-31988	91	8	and	and	CCONJ
fbem-31988	91	9	inns	inn	NOUN
fbem-31988	91	10	,	,	PUNCT
fbem-31988	91	11	the	the	DET
fbem-31988	91	12	proportion	proportion	NOUN
fbem-31988	91	13	of	of	ADP
fbem-31988	91	14	high	high	ADJ
fbem-31988	91	15	-	-	PUNCT
fbem-31988	91	16	end	end	NOUN
fbem-31988	91	17	hotels	hotel	NOUN
fbem-31988	91	18	,	,	PUNCT
fbem-31988	91	19	etc	etc	X
fbem-31988	91	20	.	.	X
fbem-31988	91	21	commercial	commercial	ADJ
fbem-31988	91	22	residential	residential	NOUN
fbem-31988	91	23	:	:	PUNCT
fbem-31988	91	24	the	the	DET
fbem-31988	91	25	number	number	NOUN
fbem-31988	91	26	of	of	ADP
fbem-31988	91	27	residential	residential	ADJ
fbem-31988	91	28	areas	area	NOUN
fbem-31988	91	29	,	,	PUNCT
fbem-31988	91	30	the	the	DET
fbem-31988	91	31	area	area	NOUN
fbem-31988	91	32	of	of	ADP
fbem-31988	91	33	commercial	commercial	ADJ
fbem-31988	91	34	zones	zone	NOUN
fbem-31988	91	35	,	,	PUNCT
fbem-31988	91	36	etc	etc	X
fbem-31988	91	37	.	.	X
fbem-31988	91	38	medical	medical	ADJ
fbem-31988	91	39	and	and	CCONJ
fbem-31988	91	40	health	health	NOUN
fbem-31988	91	41	:	:	PUNCT
fbem-31988	91	42	the	the	DET
fbem-31988	91	43	number	number	NOUN
fbem-31988	91	44	of	of	ADP
fbem-31988	91	45	hospitals	hospital	NOUN
fbem-31988	91	46	and	and	CCONJ
fbem-31988	91	47	clinics	clinic	NOUN
fbem-31988	91	48	,	,	PUNCT
fbem-31988	91	49	the	the	DET
fbem-31988	91	50	number	number	NOUN
fbem-31988	91	51	of	of	ADP
fbem-31988	91	52	doctors	doctor	NOUN
fbem-31988	91	53	per	per	ADP
fbem-31988	91	54	thousand	thousand	NUM
fbem-31988	91	55	people	people	NOUN
fbem-31988	91	56	,	,	PUNCT
fbem-31988	91	57	etc	etc	X
fbem-31988	91	58	.	.	X
fbem-31988	91	59	public	public	ADJ
fbem-31988	91	60	facilities	facility	NOUN
fbem-31988	91	61	:	:	PUNCT
fbem-31988	91	62	the	the	DET
fbem-31988	91	63	number	number	NOUN
fbem-31988	91	64	of	of	ADP
fbem-31988	91	65	parks	park	NOUN
fbem-31988	91	66	,	,	PUNCT
fbem-31988	91	67	libraries	library	NOUN
fbem-31988	91	68	,	,	PUNCT
fbem-31988	91	69	community	community	NOUN
fbem-31988	91	70	centers	center	NOUN
fbem-31988	91	71	,	,	PUNCT
fbem-31988	91	72	etc	etc	X
fbem-31988	91	73	.	.	X
fbem-31988	92	1	(	(	PUNCT
fbem-31988	92	2	2	2	X
fbem-31988	92	3	)	)	PUNCT
fbem-31988	92	4	standardization	standardization	NOUN
fbem-31988	92	5	:	:	PUNCT
fbem-31988	92	6	standardize	standardize	VERB
fbem-31988	92	7	each	each	DET
fbem-31988	92	8	service	service	NOUN
fbem-31988	92	9	indicator	indicator	NOUN
fbem-31988	92	10	(	(	PUNCT
fbem-31988	92	11	for	for	ADP
fbem-31988	92	12	example	example	NOUN
fbem-31988	92	13	,	,	PUNCT
fbem-31988	92	14	through	through	ADP
fbem-31988	92	15	z	z	NOUN
fbem-31988	92	16	-	-	PUNCT
fbem-31988	92	17	score	score	NOUN
fbem-31988	92	18	or	or	CCONJ
fbem-31988	92	19	min	min	ADJ
fbem-31988	92	20	-	-	ADJ
fbem-31988	92	21	max	max	ADJ
fbem-31988	92	22	standardization	standardization	NOUN
fbem-31988	92	23	)	)	PUNCT
fbem-31988	92	24	to	to	PART
fbem-31988	92	25	ensure	ensure	VERB
fbem-31988	92	26	that	that	SCONJ
fbem-31988	92	27	different	different	ADJ
fbem-31988	92	28	service	service	NOUN
fbem-31988	92	29	indicators	indicator	NOUN
fbem-31988	92	30	are	be	AUX
fbem-31988	92	31	compared	compare	VERB
fbem-31988	92	32	on	on	ADP
fbem-31988	92	33	the	the	DET
fbem-31988	92	34	same	same	ADJ
fbem-31988	92	35	scale	scale	NOUN
fbem-31988	92	36	.	.	PUNCT
fbem-31988	93	1	quantitative	quantitative	ADJ
fbem-31988	93	2	analysis	analysis	NOUN
fbem-31988	93	3	method	method	NOUN
fbem-31988	93	4	(	(	PUNCT
fbem-31988	93	5	1	1	NUM
fbem-31988	93	6	)	)	PUNCT
fbem-31988	93	7	calculate	calculate	NOUN
fbem-31988	93	8	regional	regional	ADJ
fbem-31988	93	9	averages	average	NOUN
fbem-31988	93	10	:	:	PUNCT
fbem-31988	93	11	calculate	calculate	VERB
fbem-31988	93	12	the	the	DET
fbem-31988	93	13	average	average	ADJ
fbem-31988	93	14	level	level	NOUN
fbem-31988	93	15	of	of	ADP
fbem-31988	93	16	each	each	DET
fbem-31988	93	17	service	service	NOUN
fbem-31988	93	18	category	category	NOUN
fbem-31988	93	19	in	in	ADP
fbem-31988	93	20	different	different	ADJ
fbem-31988	93	21	regions	region	NOUN
fbem-31988	93	22	for	for	ADP
fbem-31988	93	23	each	each	DET
fbem-31988	93	24	city	city	NOUN
fbem-31988	93	25	,	,	PUNCT
fbem-31988	93	26	representing	represent	VERB
fbem-31988	93	27	the	the	DET
fbem-31988	93	28	city	city	NOUN
fbem-31988	93	29	's	's	PART
fbem-31988	93	30	service	service	NOUN
fbem-31988	93	31	level	level	NOUN
fbem-31988	93	32	in	in	ADP
fbem-31988	93	33	that	that	DET
fbem-31988	93	34	service	service	NOUN
fbem-31988	93	35	category	category	NOUN
fbem-31988	93	36	.	.	PUNCT
fbem-31988	94	1	(	(	PUNCT
fbem-31988	94	2	2	2	X
fbem-31988	94	3	)	)	PUNCT
fbem-31988	94	4	visual	visual	ADJ
fbem-31988	94	5	comparison	comparison	NOUN
fbem-31988	94	6	:	:	PUNCT
fbem-31988	94	7	use	use	VERB
fbem-31988	94	8	graphics	graphic	NOUN
fbem-31988	94	9	to	to	PART
fbem-31988	94	10	display	display	VERB
fbem-31988	94	11	the	the	DET
fbem-31988	94	12	service	service	NOUN
fbem-31988	94	13	levels	level	NOUN
fbem-31988	94	14	of	of	ADP
fbem-31988	94	15	the	the	DET
fbem-31988	94	16	two	two	NUM
fbem-31988	94	17	cities	city	NOUN
fbem-31988	94	18	in	in	ADP
fbem-31988	94	19	each	each	DET
fbem-31988	94	20	service	service	NOUN
fbem-31988	94	21	category	category	NOUN
fbem-31988	94	22	to	to	PART
fbem-31988	94	23	intuitively	intuitively	ADV
fbem-31988	94	24	show	show	VERB
fbem-31988	94	25	their	their	PRON
fbem-31988	94	26	strengths	strength	NOUN
fbem-31988	94	27	and	and	CCONJ
fbem-31988	94	28	weaknesses	weakness	NOUN
fbem-31988	94	29	.	.	PUNCT
fbem-31988	95	1	analysis	analysis	NOUN
fbem-31988	95	2	of	of	ADP
fbem-31988	95	3	commonalities	commonality	NOUN
fbem-31988	95	4	and	and	CCONJ
fbem-31988	95	5	uniqueness	uniqueness	NOUN
fbem-31988	95	6	identify	identify	VERB
fbem-31988	95	7	similarities	similarity	NOUN
fbem-31988	95	8	between	between	ADP
fbem-31988	95	9	the	the	DET
fbem-31988	95	10	two	two	NUM
fbem-31988	95	11	cities	city	NOUN
fbem-31988	95	12	in	in	ADP
fbem-31988	95	13	each	each	DET
fbem-31988	95	14	service	service	NOUN
fbem-31988	95	15	category	category	NOUN
fbem-31988	95	16	.	.	PUNCT
fbem-31988	96	1	for	for	ADP
fbem-31988	96	2	example	example	NOUN
fbem-31988	96	3	,	,	PUNCT
fbem-31988	96	4	if	if	SCONJ
fbem-31988	96	5	both	both	DET
fbem-31988	96	6	cities	city	NOUN
fbem-31988	96	7	have	have	VERB
fbem-31988	96	8	a	a	DET
fbem-31988	96	9	certain	certain	ADJ
fbem-31988	96	10	coverage	coverage	NOUN
fbem-31988	96	11	rate	rate	NOUN
fbem-31988	96	12	of	of	ADP
fbem-31988	96	13	basic	basic	ADJ
fbem-31988	96	14	public	public	ADJ
fbem-31988	96	15	services	service	NOUN
fbem-31988	96	16	(	(	PUNCT
fbem-31988	96	17	such	such	ADJ
fbem-31988	96	18	as	as	ADP
fbem-31988	96	19	medical	medical	ADJ
fbem-31988	96	20	care	care	NOUN
fbem-31988	96	21	and	and	CCONJ
fbem-31988	96	22	education	education	NOUN
fbem-31988	96	23	)	)	PUNCT
fbem-31988	96	24	,	,	PUNCT
fbem-31988	96	25	they	they	PRON
fbem-31988	96	26	can	can	AUX
fbem-31988	96	27	be	be	AUX
fbem-31988	96	28	summarized	summarize	VERB
fbem-31988	96	29	as	as	ADP
fbem-31988	96	30	commonalities	commonality	NOUN
fbem-31988	96	31	.	.	PUNCT
fbem-31988	97	1	plot	plot	VERB
fbem-31988	97	2	the	the	DET
fbem-31988	97	3	difference	difference	NOUN
fbem-31988	97	4	coefficients	coefficient	NOUN
fbem-31988	97	5	of	of	ADP
fbem-31988	97	6	each	each	DET
fbem-31988	97	7	service	service	NOUN
fbem-31988	97	8	category	category	NOUN
fbem-31988	97	9	as	as	ADP
fbem-31988	97	10	bar	bar	NOUN
fbem-31988	97	11	charts	chart	NOUN
fbem-31988	97	12	or	or	CCONJ
fbem-31988	97	13	bar	bar	NOUN
fbem-31988	97	14	graphs	graph	NOUN
fbem-31988	97	15	to	to	PART
fbem-31988	97	16	intuitively	intuitively	ADV
fbem-31988	97	17	show	show	VERB
fbem-31988	97	18	the	the	DET
fbem-31988	97	19	degree	degree	NOUN
fbem-31988	97	20	of	of	ADP
fbem-31988	97	21	difference	difference	NOUN
fbem-31988	97	22	between	between	ADP
fbem-31988	97	23	the	the	DET
fbem-31988	97	24	two	two	NUM
fbem-31988	97	25	cities	city	NOUN
fbem-31988	97	26	in	in	ADP
fbem-31988	97	27	each	each	DET
fbem-31988	97	28	service	service	NOUN
fbem-31988	97	29	category	category	NOUN
fbem-31988	97	30	.	.	PUNCT
fbem-31988	98	1	accommodation	accommodation	NOUN
fbem-31988	98	2	service	service	NOUN
fbem-31988	98	3	data	datum	NOUN
fbem-31988	98	4	for	for	ADP
fbem-31988	98	5	the	the	DET
fbem-31988	98	6	accommodation	accommodation	NOUN
fbem-31988	98	7	service	service	NOUN
fbem-31988	98	8	data	datum	NOUN
fbem-31988	98	9	of	of	ADP
fbem-31988	98	10	the	the	DET
fbem-31988	98	11	two	two	NUM
fbem-31988	98	12	cities	city	NOUN
fbem-31988	98	13	,	,	PUNCT
fbem-31988	98	14	first	first	ADV
fbem-31988	98	15	,	,	PUNCT
fbem-31988	98	16	visualize	visualize	VERB
fbem-31988	98	17	the	the	DET
fbem-31988	98	18	data	datum	NOUN
fbem-31988	98	19	to	to	PART
fbem-31988	98	20	observe	observe	VERB
fbem-31988	98	21	the	the	DET
fbem-31988	98	22	distribution	distribution	NOUN
fbem-31988	98	23	of	of	ADP
fbem-31988	98	24	the	the	DET
fbem-31988	98	25	number	number	NOUN
fbem-31988	98	26	of	of	ADP
fbem-31988	98	27	different	different	ADJ
fbem-31988	98	28	types	type	NOUN
fbem-31988	98	29	of	of	ADP
fbem-31988	98	30	accommodation	accommodation	NOUN
fbem-31988	98	31	facilities	facility	NOUN
fbem-31988	98	32	.	.	PUNCT
fbem-31988	99	1	figures	figure	NOUN
fbem-31988	99	2	5	5	NUM
fbem-31988	99	3	and	and	CCONJ
fbem-31988	99	4	6	6	NUM
fbem-31988	99	5	show	show	VERB
fbem-31988	99	6	the	the	DET
fbem-31988	99	7	4	4	NUM
fbem-31988	99	8	-16	-16	NOUN
fbem-31988	99	9	types	type	NOUN
fbem-31988	99	10	of	of	ADP
fbem-31988	99	11	accommodation	accommodation	NOUN
fbem-31988	99	12	facilities	facility	NOUN
fbem-31988	99	13	in	in	ADP
fbem-31988	99	14	city	city	NOUN
fbem-31988	99	15	1	1	NUM
fbem-31988	99	16	,	,	PUNCT
fbem-31988	99	17	while	while	SCONJ
fbem-31988	99	18	figures	figure	NOUN
fbem-31988	99	19	6	6	NUM
fbem-31988	99	20	and	and	CCONJ
fbem-31988	99	21	8	8	NUM
fbem-31988	99	22	show	show	VERB
fbem-31988	99	23	the	the	DET
fbem-31988	99	24	statistical	statistical	ADJ
fbem-31988	99	25	data	datum	NOUN
fbem-31988	99	26	of	of	ADP
fbem-31988	99	27	19	19	NUM
fbem-31988	99	28	accommodation	accommodation	NOUN
fbem-31988	99	29	services	service	NOUN
fbem-31988	99	30	in	in	ADP
fbem-31988	99	31	city	city	NOUN
fbem-31988	99	32	2	2	NUM
fbem-31988	99	33	.	.	PUNCT
fbem-31988	99	34	due	due	ADP
fbem-31988	99	35	to	to	ADP
fbem-31988	99	36	the	the	DET
fbem-31988	99	37	large	large	ADJ
fbem-31988	99	38	number	number	NOUN
fbem-31988	99	39	of	of	ADP
fbem-31988	99	40	categories	category	NOUN
fbem-31988	99	41	,	,	PUNCT
fbem-31988	99	42	which	which	PRON
fbem-31988	99	43	are	be	AUX
fbem-31988	99	44	difficult	difficult	ADJ
fbem-31988	99	45	to	to	PART
fbem-31988	99	46	quantify	quantify	VERB
fbem-31988	99	47	,	,	PUNCT
fbem-31988	99	48	the	the	DET
fbem-31988	99	49	data	data	NOUN
fbem-31988	99	50	is	be	AUX
fbem-31988	99	51	re	re	VERB
fbem-31988	99	52	-	-	VERB
fbem-31988	99	53	classified	classified	ADJ
fbem-31988	99	54	into	into	ADP
fbem-31988	99	55	larger	large	ADJ
fbem-31988	99	56	112	112	NUM
fbem-31988	99	57	categories	category	NOUN
fbem-31988	99	58	and	and	CCONJ
fbem-31988	99	59	then	then	ADV
fbem-31988	99	60	statistically	statistically	ADV
fbem-31988	99	61	and	and	CCONJ
fbem-31988	99	62	quantitatively	quantitatively	ADV
fbem-31988	99	63	analyzed	analyze	VERB
fbem-31988	99	64	to	to	PART
fbem-31988	99	65	observe	observe	VERB
fbem-31988	99	66	the	the	DET
fbem-31988	99	67	accommodation	accommodation	NOUN
fbem-31988	99	68	service	service	NOUN
fbem-31988	99	69	levels	level	NOUN
fbem-31988	99	70	of	of	ADP
fbem-31988	99	71	city	city	NOUN
fbem-31988	99	72	1	1	NUM
fbem-31988	99	73	and	and	CCONJ
fbem-31988	99	74	city	city	NOUN
fbem-31988	99	75	2	2	NUM
fbem-31988	99	76	.	.	PUNCT
fbem-31988	99	77	figure	figure	NOUN
fbem-31988	99	78	5	5	NUM
fbem-31988	99	79	.	.	PUNCT
fbem-31988	100	1	city1	city1	PROPN
fbem-31988	100	2	accommodation	accommodation	NOUN
fbem-31988	100	3	service	service	PROPN
fbem-31988	100	4	statistics	statistic	NOUN
fbem-31988	100	5	figure	figure	VERB
fbem-31988	100	6	6	6	NUM
fbem-31988	100	7	.	.	PUNCT
fbem-31988	101	1	city2	city2	NOUN
fbem-31988	101	2	accommodation	accommodation	NOUN
fbem-31988	101	3	service	service	NOUN
fbem-31988	101	4	statistics	statistic	NOUN
fbem-31988	101	5	figure	figure	VERB
fbem-31988	101	6	7	7	NUM
fbem-31988	101	7	and	and	CCONJ
fbem-31988	101	8	figure	figure	VERB
fbem-31988	101	9	8	8	NUM
fbem-31988	101	10	are	be	AUX
fbem-31988	101	11	the	the	DET
fbem-31988	101	12	histogram	histogram	NOUN
fbem-31988	101	13	and	and	CCONJ
fbem-31988	101	14	radar	radar	NOUN
fbem-31988	101	15	chart	chart	NOUN
fbem-31988	101	16	of	of	ADP
fbem-31988	101	17	the	the	DET
fbem-31988	101	18	comparison	comparison	NOUN
fbem-31988	101	19	of	of	ADP
fbem-31988	101	20	the	the	DET
fbem-31988	101	21	average	average	ADJ
fbem-31988	101	22	facility	facility	NOUN
fbem-31988	101	23	ratio	ratio	NOUN
fbem-31988	101	24	of	of	ADP
fbem-31988	101	25	city	city	NOUN
fbem-31988	101	26	1	1	NUM
fbem-31988	101	27	and	and	CCONJ
fbem-31988	101	28	city	city	NOUN
fbem-31988	101	29	2	2	NUM
fbem-31988	101	30	,	,	PUNCT
fbem-31988	101	31	respectively	respectively	ADV
fbem-31988	101	32	.	.	PUNCT
fbem-31988	102	1	it	it	PRON
fbem-31988	102	2	can	can	AUX
fbem-31988	102	3	be	be	AUX
fbem-31988	102	4	seen	see	VERB
fbem-31988	102	5	from	from	ADP
fbem-31988	102	6	the	the	DET
fbem-31988	102	7	figure	figure	NOUN
fbem-31988	102	8	that	that	SCONJ
fbem-31988	102	9	both	both	DET
fbem-31988	102	10	cities	city	NOUN
fbem-31988	102	11	have	have	VERB
fbem-31988	102	12	a	a	DET
fbem-31988	102	13	certain	certain	ADJ
fbem-31988	102	14	proportion	proportion	NOUN
fbem-31988	102	15	of	of	ADP
fbem-31988	102	16	advanced	advanced	ADJ
fbem-31988	102	17	,	,	PUNCT
fbem-31988	102	18	intermediate	intermediate	ADJ
fbem-31988	102	19	,	,	PUNCT
fbem-31988	102	20	basic	basic	ADJ
fbem-31988	102	21	and	and	CCONJ
fbem-31988	102	22	special	special	ADJ
fbem-31988	102	23	facilities	facility	NOUN
fbem-31988	102	24	,	,	PUNCT
fbem-31988	102	25	which	which	PRON
fbem-31988	102	26	shows	show	VERB
fbem-31988	102	27	that	that	SCONJ
fbem-31988	102	28	the	the	DET
fbem-31988	102	29	accommodation	accommodation	NOUN
fbem-31988	102	30	service	service	NOUN
fbem-31988	102	31	levels	level	NOUN
fbem-31988	102	32	of	of	ADP
fbem-31988	102	33	the	the	DET
fbem-31988	102	34	two	two	NUM
fbem-31988	102	35	places	place	NOUN
fbem-31988	102	36	can	can	AUX
fbem-31988	102	37	meet	meet	VERB
fbem-31988	102	38	the	the	DET
fbem-31988	102	39	needs	need	NOUN
fbem-31988	102	40	of	of	ADP
fbem-31988	102	41	different	different	ADJ
fbem-31988	102	42	levels	level	NOUN
fbem-31988	102	43	and	and	CCONJ
fbem-31988	102	44	have	have	VERB
fbem-31988	102	45	certain	certain	ADJ
fbem-31988	102	46	diversity	diversity	NOUN
fbem-31988	102	47	and	and	CCONJ
fbem-31988	102	48	integrity	integrity	NOUN
fbem-31988	102	49	.	.	PUNCT
fbem-31988	103	1	among	among	ADP
fbem-31988	103	2	the	the	DET
fbem-31988	103	3	accommodation	accommodation	NOUN
fbem-31988	103	4	service	service	NOUN
fbem-31988	103	5	facilities	facility	NOUN
fbem-31988	103	6	in	in	ADP
fbem-31988	103	7	the	the	DET
fbem-31988	103	8	two	two	NUM
fbem-31988	103	9	places	place	NOUN
fbem-31988	103	10	,	,	PUNCT
fbem-31988	103	11	the	the	DET
fbem-31988	103	12	proportion	proportion	NOUN
fbem-31988	103	13	of	of	ADP
fbem-31988	103	14	infrastructure	infrastructure	NOUN
fbem-31988	103	15	is	be	AUX
fbem-31988	103	16	the	the	DET
fbem-31988	103	17	highest	high	ADJ
fbem-31988	103	18	,	,	PUNCT
fbem-31988	103	19	indicating	indicate	VERB
fbem-31988	103	20	that	that	SCONJ
fbem-31988	103	21	both	both	DET
fbem-31988	103	22	cities	city	NOUN
fbem-31988	103	23	pay	pay	VERB
fbem-31988	103	24	more	more	ADJ
fbem-31988	103	25	attention	attention	NOUN
fbem-31988	103	26	to	to	ADP
fbem-31988	103	27	serving	serve	VERB
fbem-31988	103	28	the	the	DET
fbem-31988	103	29	basic	basic	ADJ
fbem-31988	103	30	accommodation	accommodation	NOUN
fbem-31988	103	31	needs	need	NOUN
fbem-31988	103	32	of	of	ADP
fbem-31988	103	33	ordinary	ordinary	ADJ
fbem-31988	103	34	tourists	tourist	NOUN
fbem-31988	103	35	.	.	PUNCT
fbem-31988	104	1	figure	figure	VERB
fbem-31988	104	2	7	7	NUM
fbem-31988	104	3	.	.	PUNCT
fbem-31988	105	1	3d	3d	NUM
fbem-31988	105	2	four	four	NUM
fbem-31988	105	3	-	-	PUNCT
fbem-31988	105	4	sided	sided	ADJ
fbem-31988	105	5	diagram	diagram	NOUN
fbem-31988	105	6	figure	figure	NOUN
fbem-31988	105	7	8	8	NUM
fbem-31988	105	8	.	.	PUNCT
fbem-31988	106	1	smith	smith	PROPN
fbem-31988	106	2	chart	chart	PROPN
fbem-31988	106	3	generally	generally	ADV
fbem-31988	106	4	speaking	speak	VERB
fbem-31988	106	5	,	,	PUNCT
fbem-31988	106	6	the	the	DET
fbem-31988	106	7	two	two	NUM
fbem-31988	106	8	cities	city	NOUN
fbem-31988	106	9	have	have	VERB
fbem-31988	106	10	the	the	DET
fbem-31988	106	11	common	common	ADJ
fbem-31988	106	12	feature	feature	NOUN
fbem-31988	106	13	of	of	ADP
fbem-31988	106	14	infrastructure	infrastructure	NOUN
fbem-31988	106	15	dominance	dominance	NOUN
fbem-31988	106	16	in	in	ADP
fbem-31988	106	17	the	the	DET
fbem-31988	106	18	overall	overall	ADJ
fbem-31988	106	19	layout	layout	NOUN
fbem-31988	106	20	of	of	ADP
fbem-31988	106	21	accommodation	accommodation	NOUN
fbem-31988	106	22	services	service	NOUN
fbem-31988	106	23	,	,	PUNCT
fbem-31988	106	24	and	and	CCONJ
fbem-31988	106	25	both	both	PRON
fbem-31988	106	26	of	of	ADP
fbem-31988	106	27	them	they	PRON
fbem-31988	106	28	can	can	AUX
fbem-31988	106	29	serve	serve	VERB
fbem-31988	106	30	ordinary	ordinary	ADJ
fbem-31988	106	31	tourists	tourist	NOUN
fbem-31988	106	32	.	.	PUNCT
fbem-31988	107	1	however	however	ADV
fbem-31988	107	2	,	,	PUNCT
fbem-31988	107	3	there	there	PRON
fbem-31988	107	4	are	be	VERB
fbem-31988	107	5	differences	difference	NOUN
fbem-31988	107	6	in	in	ADP
fbem-31988	107	7	the	the	DET
fbem-31988	107	8	level	level	NOUN
fbem-31988	107	9	and	and	CCONJ
fbem-31988	107	10	diversity	diversity	NOUN
fbem-31988	107	11	of	of	ADP
fbem-31988	107	12	accommodation	accommodation	NOUN
fbem-31988	107	13	services	service	NOUN
fbem-31988	107	14	.	.	PUNCT
fbem-31988	108	1	city	city	NOUN
fbem-31988	108	2	1	1	NUM
fbem-31988	108	3	has	have	VERB
fbem-31988	108	4	an	an	DET
fbem-31988	108	5	advantage	advantage	NOUN
fbem-31988	108	6	in	in	ADP
fbem-31988	108	7	the	the	DET
fbem-31988	108	8	high	high	ADJ
fbem-31988	108	9	-	-	PUNCT
fbem-31988	108	10	end	end	NOUN
fbem-31988	108	11	market	market	NOUN
fbem-31988	108	12	and	and	CCONJ
fbem-31988	108	13	multi	multi	ADJ
fbem-31988	108	14	-	-	ADJ
fbem-31988	108	15	purpose	purpose	NOUN
fbem-31988	108	16	accommodation	accommodation	NOUN
fbem-31988	108	17	,	,	PUNCT
fbem-31988	108	18	suitable	suitable	ADJ
fbem-31988	108	19	for	for	ADP
fbem-31988	108	20	attracting	attract	VERB
fbem-31988	108	21	visitors	visitor	NOUN
fbem-31988	108	22	with	with	ADP
fbem-31988	108	23	high	high	ADJ
fbem-31988	108	24	-end	-end	NOUN
fbem-31988	108	25	and	and	CCONJ
fbem-31988	108	26	diverse	diverse	ADJ
fbem-31988	108	27	needs	need	NOUN
fbem-31988	108	28	,	,	PUNCT
fbem-31988	108	29	but	but	CCONJ
fbem-31988	108	30	falls	fall	VERB
fbem-31988	108	31	slightly	slightly	ADV
fbem-31988	108	32	short	short	ADJ
fbem-31988	108	33	in	in	ADP
fbem-31988	108	34	meeting	meet	VERB
fbem-31988	108	35	the	the	DET
fbem-31988	108	36	mass	mass	NOUN
fbem-31988	108	37	market	market	NOUN
fbem-31988	108	38	.	.	PUNCT
fbem-31988	109	1	city	city	NOUN
fbem-31988	109	2	2	2	NUM
fbem-31988	109	3	has	have	VERB
fbem-31988	109	4	an	an	DET
fbem-31988	109	5	advantage	advantage	NOUN
fbem-31988	109	6	in	in	ADP
fbem-31988	109	7	satisfying	satisfy	VERB
fbem-31988	109	8	the	the	DET
fbem-31988	109	9	general	general	ADJ
fbem-31988	109	10	tourist	tourist	NOUN
fbem-31988	109	11	and	and	CCONJ
fbem-31988	109	12	mass	mass	NOUN
fbem-31988	109	13	market	market	NOUN
fbem-31988	109	14	,	,	PUNCT
fbem-31988	109	15	but	but	CCONJ
fbem-31988	109	16	is	be	AUX
fbem-31988	109	17	relatively	relatively	ADV
fbem-31988	109	18	weak	weak	ADJ
fbem-31988	109	19	in	in	ADP
fbem-31988	109	20	high	high	ADJ
fbem-31988	109	21	-	-	PUNCT
fbem-31988	109	22	end	end	NOUN
fbem-31988	109	23	and	and	CCONJ
fbem-31988	109	24	diverse	diverse	ADJ
fbem-31988	109	25	services	service	NOUN
fbem-31988	109	26	.	.	PUNCT
fbem-31988	110	1	in	in	ADP
fbem-31988	110	2	summary	summary	NOUN
fbem-31988	110	3	,	,	PUNCT
fbem-31988	110	4	both	both	DET
fbem-31988	110	5	cities	city	NOUN
fbem-31988	110	6	have	have	VERB
fbem-31988	110	7	basic	basic	ADJ
fbem-31988	110	8	commercial	commercial	ADJ
fbem-31988	110	9	,	,	PUNCT
fbem-31988	110	10	socio	socio	NOUN
fbem-31988	110	11	cultural	cultural	ADJ
fbem-31988	110	12	,	,	PUNCT
fbem-31988	110	13	and	and	CCONJ
fbem-31988	110	14	spatial	spatial	ADJ
fbem-31988	110	15	information	information	NOUN
fbem-31988	110	16	service	service	NOUN
fbem-31988	110	17	facilities	facility	NOUN
fbem-31988	110	18	that	that	PRON
fbem-31988	110	19	can	can	AUX
fbem-31988	110	20	meet	meet	VERB
fbem-31988	110	21	the	the	DET
fbem-31988	110	22	daily	daily	ADJ
fbem-31988	110	23	life	life	NOUN
fbem-31988	110	24	and	and	CCONJ
fbem-31988	110	25	basic	basic	ADJ
fbem-31988	110	26	public	public	ADJ
fbem-31988	110	27	service	service	NOUN
fbem-31988	110	28	needs	need	NOUN
fbem-31988	110	29	of	of	ADP
fbem-31988	110	30	residents	resident	NOUN
fbem-31988	110	31	.	.	PUNCT
fbem-31988	111	1	changchun	changchun	PROPN
fbem-31988	111	2	is	be	AUX
fbem-31988	111	3	richer	rich	ADJ
fbem-31988	111	4	in	in	ADP
fbem-31988	111	5	the	the	DET
fbem-31988	111	6	diversity	diversity	NOUN
fbem-31988	111	7	of	of	ADP
fbem-31988	111	8	facilities	facility	NOUN
fbem-31988	111	9	and	and	CCONJ
fbem-31988	111	10	scientific	scientific	ADJ
fbem-31988	111	11	and	and	CCONJ
fbem-31988	111	12	cultural	cultural	ADJ
fbem-31988	111	13	aspects	aspect	NOUN
fbem-31988	111	14	,	,	PUNCT
fbem-31988	111	15	suitable	suitable	ADJ
fbem-31988	111	16	for	for	ADP
fbem-31988	111	17	higher	high	ADJ
fbem-31988	111	18	-	-	PUNCT
fbem-31988	111	19	level	level	NOUN
fbem-31988	111	20	and	and	CCONJ
fbem-31988	111	21	diverse	diverse	ADJ
fbem-31988	111	22	demands	demand	NOUN
fbem-31988	111	23	.	.	PUNCT
fbem-31988	112	1	hohhot	hohhot	PROPN
fbem-31988	112	2	has	have	VERB
fbem-31988	112	3	uniqueness	uniqueness	NOUN
fbem-31988	112	4	in	in	ADP
fbem-31988	112	5	ethnic	ethnic	ADJ
fbem-31988	112	6	culture	culture	NOUN
fbem-31988	112	7	and	and	CCONJ
fbem-31988	112	8	wide	wide	ADJ
fbem-31988	112	9	area	area	NOUN
fbem-31988	112	10	transportation	transportation	NOUN
fbem-31988	112	11	services	service	NOUN
fbem-31988	112	12	,	,	PUNCT
fbem-31988	112	13	suitable	suitable	ADJ
fbem-31988	112	14	for	for	ADP
fbem-31988	112	15	wide	wide	ADJ
fbem-31988	112	16	-	-	PUNCT
fbem-31988	112	17	range	range	NOUN
fbem-31988	112	18	navigation	navigation	NOUN
fbem-31988	112	19	and	and	CCONJ
fbem-31988	112	20	geographical	geographical	ADJ
fbem-31988	112	21	coverage	coverage	NOUN
fbem-31988	112	22	needs	need	NOUN
fbem-31988	112	23	.	.	PUNCT
fbem-31988	113	1	changchun	changchun	PROPN
fbem-31988	113	2	is	be	AUX
fbem-31988	113	3	rich	rich	ADJ
fbem-31988	113	4	in	in	ADP
fbem-31988	113	5	financial	financial	ADJ
fbem-31988	113	6	,	,	PUNCT
fbem-31988	113	7	retail	retail	ADJ
fbem-31988	113	8	,	,	PUNCT
fbem-31988	113	9	and	and	CCONJ
fbem-31988	113	10	cultural	cultural	ADJ
fbem-31988	113	11	facilities	facility	NOUN
fbem-31988	113	12	,	,	PUNCT
fbem-31988	113	13	with	with	ADP
fbem-31988	113	14	more	more	ADV
fbem-31988	113	15	diverse	diverse	ADJ
fbem-31988	113	16	social	social	ADJ
fbem-31988	113	17	services	service	NOUN
fbem-31988	113	18	and	and	CCONJ
fbem-31988	113	19	detailed	detailed	ADJ
fbem-31988	113	20	geographical	geographical	ADJ
fbem-31988	113	21	information	information	NOUN
fbem-31988	113	22	.	.	PUNCT
fbem-31988	114	1	hohhot	hohhot	PROPN
fbem-31988	114	2	is	be	AUX
fbem-31988	114	3	rich	rich	ADJ
fbem-31988	114	4	in	in	ADP
fbem-31988	114	5	transportation	transportation	NOUN
fbem-31988	114	6	service	service	NOUN
fbem-31988	114	7	facilities	facility	NOUN
fbem-31988	114	8	,	,	PUNCT
fbem-31988	114	9	has	have	VERB
fbem-31988	114	10	unique	unique	ADJ
fbem-31988	114	11	ethnic	ethnic	ADJ
fbem-31988	114	12	culture	culture	NOUN
fbem-31988	114	13	facilities	facility	NOUN
fbem-31988	114	14	,	,	PUNCT
fbem-31988	114	15	and	and	CCONJ
fbem-31988	114	16	spatial	spatial	ADJ
fbem-31988	114	17	information	information	NOUN
fbem-31988	114	18	suitable	suitable	ADJ
fbem-31988	114	19	for	for	ADP
fbem-31988	114	20	wide	wide	ADJ
fbem-31988	114	21	-	-	PUNCT
fbem-31988	114	22	area	area	NOUN
fbem-31988	114	23	applications	application	NOUN
fbem-31988	114	24	.	.	PUNCT
fbem-31988	115	1	however	however	ADV
fbem-31988	115	2	,	,	PUNCT
fbem-31988	115	3	changch	changch	PROPN
fbem-31988	115	4	un	un	PROPN
fbem-31988	115	5	has	have	VERB
fbem-31988	115	6	a	a	DET
fbem-31988	115	7	lower	low	ADJ
fbem-31988	115	8	service	service	NOUN
fbem-31988	115	9	coverage	coverage	NOUN
fbem-31988	115	10	rate	rate	NOUN
fbem-31988	115	11	in	in	ADP
fbem-31988	115	12	motorcycle	motorcycle	NOUN
fbem-31988	115	13	and	and	CCONJ
fbem-31988	115	14	rural	rural	ADJ
fbem-31988	115	15	areas	area	NOUN
fbem-31988	115	16	,	,	PUNCT
fbem-31988	115	17	making	make	VERB
fbem-31988	115	18	it	it	PRON
fbem-31988	115	19	difficult	difficult	ADJ
fbem-31988	115	20	to	to	PART
fbem-31988	115	21	fully	fully	ADV
fbem-31988	115	22	meet	meet	VERB
fbem-31988	115	23	the	the	DET
fbem-31988	115	24	needs	need	NOUN
fbem-31988	115	25	of	of	ADP
fbem-31988	115	26	suburban	suburban	ADJ
fbem-31988	115	27	areas	area	NOUN
fbem-31988	115	28	.	.	PUNCT
fbem-31988	116	1	hohhot	hohhot	PROPN
fbem-31988	116	2	's	's	PART
fbem-31988	116	3	commercial	commercial	ADJ
fbem-31988	116	4	services	service	NOUN
fbem-31988	116	5	are	be	AUX
fbem-31988	116	6	relatively	relatively	ADV
fbem-31988	116	7	singular	singular	ADJ
fbem-31988	116	8	,	,	PUNCT
fbem-31988	116	9	and	and	CCONJ
fbem-31988	116	10	the	the	DET
fbem-31988	116	11	coverage	coverage	NOUN
fbem-31988	116	12	of	of	ADP
fbem-31988	116	13	socio	socio	NOUN
fbem-31988	116	14	-	-	PUNCT
fbem-31988	116	15	cultural	cultural	ADJ
fbem-31988	116	16	facilities	facility	NOUN
fbem-31988	116	17	is	be	AUX
fbem-31988	116	18	not	not	PART
fbem-31988	116	19	as	as	ADV
fbem-31988	116	20	rich	rich	ADJ
fbem-31988	116	21	as	as	ADP
fbem-31988	116	22	changch	changch	ADJ
fbem-31988	116	23	un	un	PROPN
fbem-31988	116	24	.	.	PROPN
fbem-31988	116	25	2.3	2.3	NUM
fbem-31988	116	26	.	.	PUNCT
fbem-31988	117	1	benchmark	benchmark	NOUN
fbem-31988	117	2	regression	regression	NOUN
fbem-31988	117	3	in	in	ADP
fbem-31988	117	4	future	future	ADJ
fbem-31988	117	5	planning	planning	NOUN
fbem-31988	117	6	,	,	PUNCT
fbem-31988	117	7	changchun	changchun	PROPN
fbem-31988	117	8	could	could	AUX
fbem-31988	117	9	further	far	ADV
fbem-31988	117	10	improve	improve	VERB
fbem-31988	117	11	basic	basic	ADJ
fbem-31988	117	12	service	service	NOUN
fbem-31988	117	13	coverage	coverage	NOUN
fbem-31988	117	14	to	to	PART
fbem-31988	117	15	better	well	ADV
fbem-31988	117	16	support	support	VERB
fbem-31988	117	17	the	the	DET
fbem-31988	117	18	needs	need	NOUN
fbem-31988	117	19	of	of	ADP
fbem-31988	117	20	residents	resident	NOUN
fbem-31988	117	21	in	in	ADP
fbem-31988	117	22	remote	remote	ADJ
fbem-31988	117	23	areas	area	NOUN
fbem-31988	117	24	;	;	PUNCT
fbem-31988	117	25	hohhot	hohhot	PROPN
fbem-31988	117	26	could	could	AUX
fbem-31988	117	27	supplement	supplement	VERB
fbem-31988	117	28	its	its	PRON
fbem-31988	117	29	high	high	ADJ
fbem-31988	117	30	-quality	-quality	NOUN
fbem-31988	117	31	commercial	commercial	ADJ
fbem-31988	117	32	and	and	CCONJ
fbem-31988	117	33	cultural	cultural	ADJ
fbem-31988	117	34	services	service	NOUN
fbem-31988	117	35	to	to	PART
fbem-31988	117	36	enhance	enhance	VERB
fbem-31988	117	37	residents	resident	NOUN
fbem-31988	117	38	'	'	PART
fbem-31988	117	39	quality	quality	NOUN
fbem-31988	117	40	of	of	ADP
fbem-31988	117	41	life	life	NOUN
fbem-31988	117	42	and	and	CCONJ
fbem-31988	117	43	service	service	NOUN
fbem-31988	117	44	diversity	diversity	NOUN
fbem-31988	117	45	.	.	PUNCT
fbem-31988	118	1	to	to	PART
fbem-31988	118	2	assess	assess	VERB
fbem-31988	118	3	the	the	DET
fbem-31988	118	4	two	two	NUM
fbem-31988	118	5	cities	city	NOUN
fbem-31988	118	6	'	'	PART
fbem-31988	118	7	resilience	resilience	NOUN
fbem-31988	118	8	to	to	ADP
fbem-31988	118	9	extreme	extreme	ADJ
fbem-31988	118	10	weather	weather	NOUN
fbem-31988	118	11	and	and	CCONJ
fbem-31988	118	12	emergencies	emergency	NOUN
fbem-31988	118	13	,	,	PUNCT
fbem-31988	118	14	as	as	ADV
fbem-31988	118	15	well	well	ADV
fbem-31988	118	16	as	as	ADP
fbem-31988	118	17	their	their	PRON
fbem-31988	118	18	capacity	capacity	NOUN
fbem-31988	118	19	for	for	ADP
fbem-31988	118	20	sustainable	sustainable	ADJ
fbem-31988	118	21	development	development	NOUN
fbem-31988	118	22	,	,	PUNCT
fbem-31988	118	23	this	this	DET
fbem-31988	118	24	study	study	NOUN
fbem-31988	118	25	,	,	PUNCT
fbem-31988	118	26	based	base	VERB
fbem-31988	118	27	on	on	ADP
fbem-31988	118	28	the	the	DET
fbem-31988	118	29	fifteen	fifteen	NUM
fbem-31988	118	30	provided	provide	VERB
fbem-31988	118	31	documents	document	NOUN
fbem-31988	118	32	(	(	PUNCT
fbem-31988	118	33	service	service	NOUN
fbem-31988	118	34	indicators	indicator	NOUN
fbem-31988	118	35	)	)	PUNCT
fbem-31988	118	36	,	,	PUNCT
fbem-31988	118	37	can	can	AUX
fbem-31988	118	38	make	make	VERB
fbem-31988	118	39	preliminary	preliminary	ADJ
fbem-31988	118	40	assessments	assessment	NOUN
fbem-31988	118	41	of	of	ADP
fbem-31988	118	42	the	the	DET
fbem-31988	118	43	correlations	correlation	NOUN
fbem-31988	118	44	between	between	ADP
fbem-31988	118	45	each	each	DET
fbem-31988	118	46	data	datum	NOUN
fbem-31988	118	47	type	type	NOUN
fbem-31988	118	48	to	to	PART
fbem-31988	118	49	identify	identify	VERB
fbem-31988	118	50	indicators	indicator	NOUN
fbem-31988	118	51	that	that	PRON
fbem-31988	118	52	contribute	contribute	VERB
fbem-31988	118	53	to	to	ADP
fbem-31988	118	54	measuring	measure	VERB
fbem-31988	118	55	urban	urban	ADJ
fbem-31988	118	56	resilience	resilience	NOUN
fbem-31988	118	57	and	and	CCONJ
fbem-31988	118	58	sustainability	sustainability	NOUN
fbem-31988	118	59	.	.	PUNCT
fbem-31988	119	1	four	four	NUM
fbem-31988	119	2	key	key	ADJ
fbem-31988	119	3	indicators	indicator	NOUN
fbem-31988	119	4	for	for	ADP
fbem-31988	119	5	responding	respond	VERB
fbem-31988	119	6	to	to	ADP
fbem-31988	119	7	extreme	extreme	ADJ
fbem-31988	119	8	weather	weather	NOUN
fbem-31988	119	9	and	and	CCONJ
fbem-31988	119	10	emergencies	emergency	NOUN
fbem-31988	119	11	were	be	AUX
fbem-31988	119	12	selected	select	VERB
fbem-31988	119	13	for	for	ADP
fbem-31988	119	14	operational	operational	ADJ
fbem-31988	119	15	analysis	analysis	NOUN
fbem-31988	119	16	to	to	PART
fbem-31988	119	17	quantitatively	quantitatively	ADV
fbem-31988	119	18	evaluate	evaluate	VERB
fbem-31988	119	19	the	the	DET
fbem-31988	119	20	two	two	NUM
fbem-31988	119	21	cities	city	NOUN
fbem-31988	119	22	'	'	PART
fbem-31988	119	23	capacity	capacity	NOUN
fbem-31988	119	24	for	for	ADP
fbem-31988	119	25	sustainable	sustainable	ADJ
fbem-31988	119	26	development	development	NOUN
fbem-31988	119	27	.	.	PUNCT
fbem-31988	120	1	the	the	DET
fbem-31988	120	2	selection	selection	NOUN
fbem-31988	120	3	of	of	ADP
fbem-31988	120	4	indicators	indicator	NOUN
fbem-31988	120	5	and	and	CCONJ
fbem-31988	120	6	the	the	DET
fbem-31988	120	7	rationale	rationale	NOUN
fbem-31988	120	8	are	be	AUX
fbem-31988	120	9	as	as	SCONJ
fbem-31988	120	10	follows	follow	VERB
fbem-31988	120	11	.	.	PUNCT
fbem-31988	121	1	a	a	DET
fbem-31988	121	2	scatter	scatter	NOUN
fbem-31988	121	3	plot	plot	NOUN
fbem-31988	121	4	of	of	ADP
fbem-31988	121	5	the	the	DET
fbem-31988	121	6	distribution	distribution	NOUN
fbem-31988	121	7	of	of	ADP
fbem-31988	121	8	each	each	DET
fbem-31988	121	9	indicator	indicator	NOUN
fbem-31988	121	10	by	by	ADP
fbem-31988	121	11	latitude	latitude	NOUN
fbem-31988	121	12	and	and	CCONJ
fbem-31988	121	13	longitude	longitude	NOUN
fbem-31988	121	14	is	be	AUX
fbem-31988	121	15	shown	show	VERB
fbem-31988	121	16	in	in	ADP
fbem-31988	121	17	figure	figure	NOUN
fbem-31988	121	18	9	9	NUM
fbem-31988	121	19	.	.	NOUN
fbem-31988	121	20	113	113	NUM
fbem-31988	121	21	figure	figure	NOUN
fbem-31988	121	22	9	9	NUM
fbem-31988	121	23	.	.	PUNCT
fbem-31988	121	24	2d	2d	NOUN
fbem-31988	121	25	density	density	NOUN
fbem-31988	121	26	plot	plot	NOUN
fbem-31988	121	27	(	(	PUNCT
fbem-31988	121	28	1	1	X
fbem-31988	121	29	)	)	PUNCT
fbem-31988	121	30	medical	medical	ADJ
fbem-31988	121	31	and	and	CCONJ
fbem-31988	121	32	health	health	NOUN
fbem-31988	121	33	data	datum	NOUN
fbem-31988	121	34	(	(	PUNCT
fbem-31988	121	35	medical	medical	ADJ
fbem-31988	121	36	and	and	CCONJ
fbem-31988	121	37	health	health	NOUN
fbem-31988	121	38	facilities	facility	NOUN
fbem-31988	121	39	)	)	PUNCT
fbem-31988	121	40	are	be	AUX
fbem-31988	121	41	very	very	ADV
fbem-31988	121	42	important	important	ADJ
fbem-31988	121	43	in	in	ADP
fbem-31988	121	44	responding	respond	VERB
fbem-31988	121	45	to	to	ADP
fbem-31988	121	46	public	public	ADJ
fbem-31988	121	47	health	health	NOUN
fbem-31988	121	48	emergencies	emergency	NOUN
fbem-31988	121	49	(	(	PUNCT
fbem-31988	121	50	such	such	ADJ
fbem-31988	121	51	as	as	ADP
fbem-31988	121	52	epidemics	epidemic	NOUN
fbem-31988	121	53	)	)	PUNCT
fbem-31988	121	54	,	,	PUNCT
fbem-31988	121	55	and	and	CCONJ
fbem-31988	121	56	the	the	DET
fbem-31988	121	57	distribution	distribution	NOUN
fbem-31988	121	58	and	and	CCONJ
fbem-31988	121	59	quality	quality	NOUN
fbem-31988	121	60	of	of	ADP
fbem-31988	121	61	medical	medical	ADJ
fbem-31988	121	62	resources	resource	NOUN
fbem-31988	121	63	are	be	AUX
fbem-31988	121	64	important	important	ADJ
fbem-31988	121	65	components	component	NOUN
fbem-31988	121	66	of	of	ADP
fbem-31988	121	67	urban	urban	ADJ
fbem-31988	121	68	resilience	resilience	NOUN
fbem-31988	121	69	(	(	PUNCT
fbem-31988	121	70	2	2	X
fbem-31988	121	71	)	)	PUNCT
fbem-31988	121	72	public	public	ADJ
fbem-31988	121	73	facilities	facility	NOUN
fbem-31988	121	74	data	datum	NOUN
fbem-31988	121	75	(	(	PUNCT
fbem-31988	121	76	public	public	ADJ
fbem-31988	121	77	facilities	facility	NOUN
fbem-31988	121	78	)	)	PUNCT
fbem-31988	121	79	,	,	PUNCT
fbem-31988	121	80	such	such	ADJ
fbem-31988	121	81	as	as	ADP
fbem-31988	121	82	shelters	shelter	NOUN
fbem-31988	121	83	and	and	CCONJ
fbem-31988	121	84	emergency	emergency	NOUN
fbem-31988	121	85	centers	center	NOUN
fbem-31988	121	86	,	,	PUNCT
fbem-31988	121	87	help	help	VERB
fbem-31988	121	88	to	to	PART
fbem-31988	121	89	deal	deal	VERB
fbem-31988	121	90	with	with	ADP
fbem-31988	121	91	extreme	extreme	ADJ
fbem-31988	121	92	weather	weather	NOUN
fbem-31988	121	93	or	or	CCONJ
fbem-31988	121	94	other	other	ADJ
fbem-31988	121	95	disaster	disaster	NOUN
fbem-31988	121	96	events	event	NOUN
fbem-31988	121	97	.	.	PUNCT
fbem-31988	122	1	(	(	PUNCT
fbem-31988	122	2	3	3	X
fbem-31988	122	3	)	)	PUNCT
fbem-31988	122	4	the	the	DET
fbem-31988	122	5	accessibility	accessibility	NOUN
fbem-31988	122	6	and	and	CCONJ
fbem-31988	122	7	resilience	resilience	NOUN
fbem-31988	122	8	of	of	ADP
fbem-31988	122	9	transportation	transportation	NOUN
fbem-31988	122	10	facilities	facility	NOUN
fbem-31988	122	11	data	datum	NOUN
fbem-31988	122	12	determine	determine	VERB
fbem-31988	122	13	the	the	DET
fbem-31988	122	14	evacuation	evacuation	NOUN
fbem-31988	122	15	and	and	CCONJ
fbem-31988	122	16	material	material	NOUN
fbem-31988	122	17	transportation	transportation	NOUN
fbem-31988	122	18	capabilities	capability	NOUN
fbem-31988	122	19	in	in	ADP
fbem-31988	122	20	the	the	DET
fbem-31988	122	21	event	event	NOUN
fbem-31988	122	22	of	of	ADP
fbem-31988	122	23	emergencies	emergency	NOUN
fbem-31988	122	24	.	.	PUNCT
fbem-31988	123	1	(	(	PUNCT
fbem-31988	123	2	4	4	X
fbem-31988	123	3	)	)	PUNCT
fbem-31988	123	4	the	the	DET
fbem-31988	123	5	distribution	distribution	NOUN
fbem-31988	123	6	and	and	CCONJ
fbem-31988	123	7	capabilities	capability	NOUN
fbem-31988	123	8	of	of	ADP
fbem-31988	123	9	government	government	NOUN
fbem-31988	123	10	and	and	CCONJ
fbem-31988	123	11	social	social	ADJ
fbem-31988	123	12	organizations	organization	NOUN
fbem-31988	123	13	data	datum	NOUN
fbem-31988	123	14	(	(	PUNCT
fbem-31988	123	15	government	government	NOUN
fbem-31988	123	16	and	and	CCONJ
fbem-31988	123	17	social	social	ADJ
fbem-31988	123	18	organizations	organization	NOUN
fbem-31988	123	19	)	)	PUNCT
fbem-31988	123	20	directly	directly	ADV
fbem-31988	123	21	affect	affect	VERB
fbem-31988	123	22	the	the	DET
fbem-31988	123	23	response	response	NOUN
fbem-31988	123	24	speed	speed	NOUN
fbem-31988	123	25	and	and	CCONJ
fbem-31988	123	26	efficiency	efficiency	NOUN
fbem-31988	123	27	in	in	ADP
fbem-31988	123	28	emergencies	emergency	NOUN
fbem-31988	123	29	.	.	PUNCT
fbem-31988	124	1	1	1	X
fbem-31988	124	2	)	)	PUNCT
fbem-31988	124	3	determine	determine	VERB
fbem-31988	124	4	the	the	DET
fbem-31988	124	5	distribution	distribution	NOUN
fbem-31988	124	6	weight	weight	NOUN
fbem-31988	124	7	first	first	ADV
fbem-31988	124	8	,	,	PUNCT
fbem-31988	124	9	it	it	PRON
fbem-31988	124	10	is	be	AUX
fbem-31988	124	11	necessary	necessary	ADJ
fbem-31988	124	12	to	to	PART
fbem-31988	124	13	assign	assign	VERB
fbem-31988	124	14	weights	weight	NOUN
fbem-31988	124	15	to	to	ADP
fbem-31988	124	16	four	four	NUM
fbem-31988	124	17	selected	select	VERB
fbem-31988	124	18	indicators	indicator	NOUN
fbem-31988	124	19	(	(	PUNCT
fbem-31988	124	20	medical	medical	ADJ
fbem-31988	124	21	and	and	CCONJ
fbem-31988	124	22	health	health	NOUN
fbem-31988	124	23	facilities	facility	NOUN
fbem-31988	124	24	,	,	PUNCT
fbem-31988	124	25	public	public	ADJ
fbem-31988	124	26	facilities	facility	NOUN
fbem-31988	124	27	,	,	PUNCT
fbem-31988	124	28	transportation	transportation	NOUN
fbem-31988	124	29	facilities	facility	NOUN
fbem-31988	124	30	,	,	PUNCT
fbem-31988	124	31	government	government	NOUN
fbem-31988	124	32	and	and	CCONJ
fbem-31988	124	33	social	social	ADJ
fbem-31988	124	34	organizations	organization	NOUN
fbem-31988	124	35	)	)	PUNCT
fbem-31988	124	36	.	.	PUNCT
fbem-31988	125	1	the	the	DET
fbem-31988	125	2	weights	weight	NOUN
fbem-31988	125	3	can	can	AUX
fbem-31988	125	4	be	be	AUX
fbem-31988	125	5	determined	determine	VERB
fbem-31988	125	6	based	base	VERB
fbem-31988	125	7	on	on	ADP
fbem-31988	125	8	expert	expert	NOUN
fbem-31988	125	9	opinions	opinion	NOUN
fbem-31988	125	10	or	or	CCONJ
fbem-31988	125	11	data	datum	NOUN
fbem-31988	125	12	analysis	analysis	NOUN
fbem-31988	125	13	.	.	PUNCT
fbem-31988	126	1	the	the	DET
fbem-31988	126	2	following	follow	VERB
fbem-31988	126	3	is	be	AUX
fbem-31988	126	4	an	an	DET
fbem-31988	126	5	example	example	NOUN
fbem-31988	126	6	weight	weight	NOUN
fbem-31988	126	7	allocation	allocation	NOUN
fbem-31988	126	8	:	:	PUNCT
fbem-31988	126	9	medical	medical	ADJ
fbem-31988	126	10	and	and	CCONJ
fbem-31988	126	11	health	health	NOUN
fbem-31988	126	12	facilities	facility	NOUN
fbem-31988	126	13	(	(	PUNCT
fbem-31988	126	14	medical	medical	ADJ
fbem-31988	126	15	and	and	CCONJ
fbem-31988	126	16	health	health	NOUN
fbem-31988	126	17	data	datum	NOUN
fbem-31988	126	18	):	):	PUNCT
fbem-31988	126	19	30	30	NUM
fbem-31988	126	20	%	%	NOUN
fbem-31988	126	21	;	;	PUNCT
fbem-31988	126	22	public	public	ADJ
fbem-31988	126	23	facilities	facility	NOUN
fbem-31988	126	24	(	(	PUNCT
fbem-31988	126	25	public	public	ADJ
fbem-31988	126	26	facilities	facility	NOUN
fbem-31988	126	27	data	datum	NOUN
fbem-31988	126	28	):	):	PUNCT
fbem-31988	126	29	25	25	NUM
fbem-31988	126	30	%	%	NOUN
fbem-31988	126	31	;	;	PUNCT
fbem-31988	126	32	transportation	transportation	NOUN
fbem-31988	126	33	facilities	facility	NOUN
fbem-31988	126	34	(	(	PUNCT
fbem-31988	126	35	transportation	transportation	NOUN
fbem-31988	126	36	facilities	facility	NOUN
fbem-31988	126	37	data	datum	NOUN
fbem-31988	126	38	):	):	PUNCT
fbem-31988	126	39	25	25	NUM
fbem-31988	126	40	%	%	NOUN
fbem-31988	126	41	;	;	PUNCT
fbem-31988	126	42	government	government	NOUN
fbem-31988	126	43	and	and	CCONJ
fbem-31988	126	44	social	social	ADJ
fbem-31988	126	45	organizations	organization	NOUN
fbem-31988	126	46	(	(	PUNCT
fbem-31988	126	47	government	government	NOUN
fbem-31988	126	48	and	and	CCONJ
fbem-31988	126	49	social	social	ADJ
fbem-31988	126	50	organizations	organization	NOUN
fbem-31988	126	51	data	datum	NOUN
fbem-31988	126	52	)	)	PUNCT
fbem-31988	126	53	20	20	NUM
fbem-31988	126	54	%	%	NOUN
fbem-31988	126	55	.	.	PUNCT
fbem-31988	127	1	2	2	X
fbem-31988	127	2	)	)	PUNCT
fbem-31988	127	3	quantification	quantification	NOUN
fbem-31988	127	4	of	of	ADP
fbem-31988	127	5	indicators	indicator	NOUN
fbem-31988	127	6	(	(	PUNCT
fbem-31988	127	7	1	1	X
fbem-31988	127	8	)	)	PUNCT
fbem-31988	127	9	weight	weight	NOUN
fbem-31988	127	10	allocation	allocation	NOUN
fbem-31988	127	11	,	,	PUNCT
fbem-31988	127	12	the	the	DET
fbem-31988	127	13	weight	weight	NOUN
fbem-31988	127	14	allocation	allocation	NOUN
fbem-31988	127	15	operation	operation	NOUN
fbem-31988	127	16	is	be	AUX
fbem-31988	127	17	performed	perform	VERB
fbem-31988	127	18	according	accord	VERB
fbem-31988	127	19	to	to	ADP
fbem-31988	127	20	the	the	DET
fbem-31988	127	21	situation	situation	NOUN
fbem-31988	127	22	of	of	ADP
fbem-31988	127	23	each	each	DET
fbem-31988	127	24	subcategory	subcategory	NOUN
fbem-31988	127	25	(	(	PUNCT
fbem-31988	127	26	2	2	X
fbem-31988	127	27	)	)	PUNCT
fbem-31988	127	28	normalized	normalize	VERB
fbem-31988	127	29	count	count	NOUN
fbem-31988	127	30	,	,	PUNCT
fbem-31988	127	31	to	to	PART
fbem-31988	127	32	better	well	ADV
fbem-31988	127	33	compare	compare	VERB
fbem-31988	127	34	the	the	DET
fbem-31988	127	35	number	number	NOUN
fbem-31988	127	36	of	of	ADP
fbem-31988	127	37	transportation	transportation	NOUN
fbem-31988	127	38	facilities	facility	NOUN
fbem-31988	127	39	in	in	ADP
fbem-31988	127	40	different	different	ADJ
fbem-31988	127	41	categories	category	NOUN
fbem-31988	127	42	,	,	PUNCT
fbem-31988	127	43	we	we	PRON
fbem-31988	127	44	can	can	AUX
fbem-31988	127	45	normalize	normalize	VERB
fbem-31988	127	46	(	(	PUNCT
fbem-31988	127	47	normalize	normalize	VERB
fbem-31988	127	48	)	)	PUNCT
fbem-31988	127	49	each	each	DET
fbem-31988	127	50	class	class	NOUN
fbem-31988	127	51	count	count	NOUN
fbem-31988	127	52	to	to	ADP
fbem-31988	127	53	a	a	DET
fbem-31988	127	54	range	range	NOUN
fbem-31988	127	55	of	of	ADP
fbem-31988	127	56	0	0	NUM
fbem-31988	127	57	to	to	PART
fbem-31988	127	58	1	1	NUM
fbem-31988	127	59	,	,	PUNCT
fbem-31988	127	60	usually	usually	ADV
fbem-31988	127	61	using	use	VERB
fbem-31988	127	62	min	min	PROPN
fbem-31988	127	63	-	-	ADJ
fbem-31988	127	64	max	max	PROPN
fbem-31988	127	65	normalization	normalization	NOUN
fbem-31988	127	66	:	:	PUNCT
fbem-31988	127	67	actual	actual	ADJ
fbem-31988	127	68	count	count	NOUN
fbem-31988	127	69	minimum	minimum	ADJ
fbem-31988	127	70	count	count	NOUN
fbem-31988	127	71	normalized	normalize	VERB
fbem-31988	127	72	count	count	NOUN
fbem-31988	127	73	max	max	PROPN
fbem-31988	127	74	count	count	NOUN
fbem-31988	127	75	min	min	PROPN
fbem-31988	127	76	count	count	VERB
fbem-31988	127	77			PROPN
fbem-31988	127	78	−	−	PROPN
fbem-31988	128	1			ADJ
fbem-31988	128	2			PROPN
fbem-31988	128	3	=	=	SYM
fbem-31988	128	4			PROPN
fbem-31988	128	5	−	−	NOUN
fbem-31988	128	6			PROPN
fbem-31988	128	7	(	(	PUNCT
fbem-31988	128	8	3	3	NUM
fbem-31988	128	9	)	)	PUNCT
fbem-31988	128	10	this	this	PRON
fbem-31988	128	11	can	can	AUX
fbem-31988	128	12	eliminate	eliminate	VERB
fbem-31988	128	13	the	the	DET
fbem-31988	128	14	impact	impact	NOUN
fbem-31988	128	15	of	of	ADP
fbem-31988	128	16	quantity	quantity	NOUN
fbem-31988	128	17	differences	difference	NOUN
fbem-31988	128	18	.	.	PUNCT
fbem-31988	129	1	(	(	PUNCT
fbem-31988	129	2	3	3	X
fbem-31988	129	3	)	)	PUNCT
fbem-31988	129	4	calculate	calculate	NOUN
fbem-31988	129	5	the	the	DET
fbem-31988	129	6	weighted	weighted	ADJ
fbem-31988	129	7	score	score	NOUN
fbem-31988	129	8	for	for	ADP
fbem-31988	129	9	each	each	DET
fbem-31988	129	10	category	category	NOUN
fbem-31988	129	11	of	of	ADP
fbem-31988	129	12	facilities	facility	NOUN
fbem-31988	129	13	,	,	PUNCT
fbem-31988	129	14	the	the	DET
fbem-31988	129	15	weighted	weight	VERB
fbem-31988	129	16	score	score	NOUN
fbem-31988	129	17	is	be	AUX
fbem-31988	129	18	calculated	calculate	VERB
fbem-31988	129	19	using	use	VERB
fbem-31988	129	20	the	the	DET
fbem-31988	129	21	following	follow	VERB
fbem-31988	129	22	formula	formula	NOUN
fbem-31988	129	23	:	:	PUNCT
fbem-31988	129	24	weighted	weight	VERB
fbem-31988	129	25	score	score	NOUN
fbem-31988	129	26	normalized	normalize	VERB
fbem-31988	129	27	count	count	VERB
fbem-31988	129	28	categorv	categorv	ADJ
fbem-31988	129	29	weight	weight	NOUN
fbem-31988	129	30			PROPN
fbem-31988	129	31	=	=	SYM
fbem-31988	129	32			PROPN
fbem-31988	129	33			PROPN
fbem-31988	129	34			NOUN
fbem-31988	129	35			PROPN
fbem-31988	129	36	(	(	PUNCT
fbem-31988	129	37	4	4	NUM
fbem-31988	129	38	)	)	PUNCT
fbem-31988	129	39	the	the	DET
fbem-31988	129	40	weighted	weight	VERB
fbem-31988	129	41	scores	score	NOUN
fbem-31988	129	42	of	of	ADP
fbem-31988	129	43	all	all	DET
fbem-31988	129	44	categories	category	NOUN
fbem-31988	129	45	were	be	AUX
fbem-31988	129	46	then	then	ADV
fbem-31988	129	47	added	add	VERB
fbem-31988	129	48	to	to	PART
fbem-31988	129	49	get	get	VERB
fbem-31988	129	50	the	the	DET
fbem-31988	129	51	total	total	ADJ
fbem-31988	129	52	score	score	NOUN
fbem-31988	129	53	of	of	ADP
fbem-31988	129	54	the	the	DET
fbem-31988	129	55	transportation	transportation	NOUN
fbem-31988	129	56	facilities	facility	NOUN
fbem-31988	129	57	.	.	PUNCT
fbem-31988	130	1	based	base	VERB
fbem-31988	130	2	on	on	ADP
fbem-31988	130	3	the	the	DET
fbem-31988	130	4	aforementioned	aforementioned	ADJ
fbem-31988	130	5	scoring	scoring	NOUN
fbem-31988	130	6	predictions	prediction	NOUN
fbem-31988	130	7	,	,	PUNCT
fbem-31988	130	8	further	far	ADV
fbem-31988	130	9	weighted	weight	VERB
fbem-31988	130	10	calculations	calculation	NOUN
fbem-31988	130	11	were	be	AUX
fbem-31988	130	12	applied	apply	VERB
fbem-31988	130	13	to	to	PART
fbem-31988	130	14	obtain	obtain	VERB
fbem-31988	130	15	the	the	DET
fbem-31988	130	16	quantitative	quantitative	ADJ
fbem-31988	130	17	scores	score	NOUN
fbem-31988	130	18	of	of	ADP
fbem-31988	130	19	city	city	NOUN
fbem-31988	130	20	1	1	NUM
fbem-31988	130	21	and	and	CCONJ
fbem-31988	130	22	city	city	NOUN
fbem-31988	130	23	2	2	NUM
fbem-31988	130	24	for	for	ADP
fbem-31988	130	25	four	four	NUM
fbem-31988	130	26	different	different	ADJ
fbem-31988	130	27	indicators	indicator	NOUN
fbem-31988	130	28	.	.	PUNCT
fbem-31988	131	1	the	the	DET
fbem-31988	131	2	weight	weight	NOUN
fbem-31988	131	3	distribution	distribution	NOUN
fbem-31988	131	4	for	for	ADP
fbem-31988	131	5	the	the	DET
fbem-31988	131	6	four	four	NUM
fbem-31988	131	7	selected	select	VERB
fbem-31988	131	8	indicators	indicator	NOUN
fbem-31988	131	9	(	(	PUNCT
fbem-31988	131	10	medical	medical	ADJ
fbem-31988	131	11	and	and	CCONJ
fbem-31988	131	12	health	health	NOUN
fbem-31988	131	13	facilities	facility	NOUN
fbem-31988	131	14	,	,	PUNCT
fbem-31988	131	15	public	public	ADJ
fbem-31988	131	16	facilities	facility	NOUN
fbem-31988	131	17	,	,	PUNCT
fbem-31988	131	18	transportation	transportation	NOUN
fbem-31988	131	19	facilities	facility	NOUN
fbem-31988	131	20	,	,	PUNCT
fbem-31988	131	21	government	government	NOUN
fbem-31988	131	22	and	and	CCONJ
fbem-31988	131	23	social	social	ADJ
fbem-31988	131	24	organizations	organization	NOUN
fbem-31988	131	25	)	)	PUNCT
fbem-31988	131	26	is	be	AUX
fbem-31988	131	27	as	as	SCONJ
fbem-31988	131	28	follows	follow	VERB
fbem-31988	131	29	:	:	PUNCT
fbem-31988	131	30	in	in	ADP
fbem-31988	131	31	the	the	DET
fbem-31988	131	32	assessment	assessment	NOUN
fbem-31988	131	33	of	of	ADP
fbem-31988	131	34	urban	urban	ADJ
fbem-31988	131	35	service	service	NOUN
fbem-31988	131	36	levels	level	NOUN
fbem-31988	131	37	,	,	PUNCT
fbem-31988	131	38	different	different	ADJ
fbem-31988	131	39	types	type	NOUN
fbem-31988	131	40	of	of	ADP
fbem-31988	131	41	facilities	facility	NOUN
fbem-31988	131	42	are	be	AUX
fbem-31988	131	43	assigned	assign	VERB
fbem-31988	131	44	varying	vary	VERB
fbem-31988	131	45	weights	weight	NOUN
fbem-31988	131	46	:	:	PUNCT
fbem-31988	131	47	medical	medical	ADJ
fbem-31988	131	48	and	and	CCONJ
fbem-31988	131	49	health	health	NOUN
fbem-31988	131	50	facilities	facility	NOUN
fbem-31988	131	51	(	(	PUNCT
fbem-31988	131	52	based	base	VERB
fbem-31988	131	53	on	on	ADP
fbem-31988	131	54	medical	medical	ADJ
fbem-31988	131	55	and	and	CCONJ
fbem-31988	131	56	health	health	NOUN
fbem-31988	131	57	data	datum	NOUN
fbem-31988	131	58	)	)	PUNCT
fbem-31988	131	59	account	account	VERB
fbem-31988	131	60	for	for	ADP
fbem-31988	131	61	30	30	NUM
fbem-31988	131	62	%	%	NOUN
fbem-31988	131	63	,	,	PUNCT
fbem-31988	131	64	public	public	ADJ
fbem-31988	131	65	facilities	facility	NOUN
fbem-31988	131	66	(	(	PUNCT
fbem-31988	131	67	from	from	ADP
fbem-31988	131	68	public	public	ADJ
fbem-31988	131	69	facilities	facility	NOUN
fbem-31988	131	70	data	datum	NOUN
fbem-31988	131	71	)	)	PUNCT
fbem-31988	131	72	make	make	VERB
fbem-31988	131	73	up	up	ADP
fbem-31988	131	74	25	25	NUM
fbem-31988	131	75	%	%	NOUN
fbem-31988	131	76	,	,	PUNCT
fbem-31988	131	77	transportation	transportation	NOUN
fbem-31988	131	78	facilities	facility	NOUN
fbem-31988	131	79	(	(	PUNCT
fbem-31988	131	80	derived	derive	VERB
fbem-31988	131	81	from	from	ADP
fbem-31988	131	82	transportation	transportation	NOUN
fbem-31988	131	83	facilities	facility	NOUN
fbem-31988	131	84	data	datum	NOUN
fbem-31988	131	85	)	)	PUNCT
fbem-31988	131	86	also	also	ADV
fbem-31988	131	87	represent	represent	VERB
fbem-31988	131	88	25	25	NUM
fbem-31988	131	89	%	%	NOUN
fbem-31988	131	90	,	,	PUNCT
fbem-31988	131	91	and	and	CCONJ
fbem-31988	131	92	government	government	NOUN
fbem-31988	131	93	and	and	CCONJ
fbem-31988	131	94	social	social	ADJ
fbem-31988	131	95	organizations	organization	NOUN
fbem-31988	131	96	(	(	PUNCT
fbem-31988	131	97	using	use	VERB
fbem-31988	131	98	government	government	NOUN
fbem-31988	131	99	and	and	CCONJ
fbem-31988	131	100	social	social	ADJ
fbem-31988	131	101	organizations	organization	NOUN
fbem-31988	131	102	data	datum	NOUN
fbem-31988	131	103	)	)	PUNCT
fbem-31988	131	104	contribute	contribute	VERB
fbem-31988	131	105	20	20	NUM
fbem-31988	131	106	%	%	NOUN
fbem-31988	131	107	.	.	PUNCT
fbem-31988	132	1	based	base	VERB
fbem-31988	132	2	on	on	ADP
fbem-31988	132	3	these	these	DET
fbem-31988	132	4	weights	weight	NOUN
fbem-31988	132	5	,	,	PUNCT
fbem-31988	132	6	the	the	DET
fbem-31988	132	7	final	final	ADJ
fbem-31988	132	8	scores	score	NOUN
fbem-31988	132	9	are	be	AUX
fbem-31988	132	10	calculated	calculate	VERB
fbem-31988	132	11	as	as	SCONJ
fbem-31988	132	12	follows	follow	VERB
fbem-31988	132	13	:	:	PUNCT
fbem-31988	132	14	for	for	ADP
fbem-31988	132	15	city	city	NOUN
fbem-31988	132	16	1	1	NUM
fbem-31988	132	17	,	,	PUNCT
fbem-31988	132	18	the	the	DET
fbem-31988	132	19	score	score	NOUN
fbem-31988	132	20	is	be	AUX
fbem-31988	132	21	1.13	1.13	NUM
fbem-31988	132	22	=	=	SYM
fbem-31988	132	23	0.7365	0.7365	NUM
fbem-31988	132	24	(	(	PUNCT
fbem-31988	132	25	it	it	PRON
fbem-31988	132	26	seems	seem	VERB
fbem-31988	132	27	there	there	PRON
fbem-31988	132	28	might	might	AUX
fbem-31988	132	29	be	be	AUX
fbem-31988	132	30	some	some	DET
fbem-31988	132	31	missing	missing	ADJ
fbem-31988	132	32	context	context	NOUN
fbem-31988	132	33	for	for	ADP
fbem-31988	132	34	this	this	DET
fbem-31988	132	35	calculation	calculation	NOUN
fbem-31988	132	36	result	result	NOUN
fbem-31988	132	37	presentation	presentation	NOUN
fbem-31988	132	38	,	,	PUNCT
fbem-31988	132	39	but	but	CCONJ
fbem-31988	132	40	presented	present	VERB
fbem-31988	132	41	as	as	ADP
fbem-31988	132	42	given	give	VERB
fbem-31988	132	43	)	)	PUNCT
fbem-31988	132	44	;	;	PUNCT
fbem-31988	132	45	and	and	CCONJ
fbem-31988	132	46	for	for	ADP
fbem-31988	132	47	city	city	NOUN
fbem-31988	132	48	2	2	NUM
fbem-31988	132	49	,	,	PUNCT
fbem-31988	132	50	the	the	DET
fbem-31988	132	51	score	score	NOUN
fbem-31988	132	52	information	information	NOUN
fbem-31988	132	53	is	be	AUX
fbem-31988	132	54	yet	yet	ADV
fbem-31988	132	55	to	to	PART
fbem-31988	132	56	be	be	AUX
fbem-31988	132	57	fully	fully	ADV
fbem-31988	132	58	provided	provide	VERB
fbem-31988	132	59	.	.	PUNCT
fbem-31988	133	1	based	base	VERB
fbem-31988	133	2	on	on	ADP
fbem-31988	133	3	the	the	DET
fbem-31988	133	4	quantified	quantified	ADJ
fbem-31988	133	5	scores	score	NOUN
fbem-31988	133	6	for	for	ADP
fbem-31988	133	7	sustainable	sustainable	ADJ
fbem-31988	133	8	development	development	NOUN
fbem-31988	133	9	capabilities	capability	NOUN
fbem-31988	133	10	of	of	ADP
fbem-31988	133	11	city	city	NOUN
fbem-31988	133	12	1	1	NUM
fbem-31988	133	13	(	(	PUNCT
fbem-31988	133	14	changchun	changchun	PROPN
fbem-31988	133	15	,	,	PUNCT
fbem-31988	133	16	jilin	jilin	PROPN
fbem-31988	133	17	)	)	PUNCT
fbem-31988	133	18	and	and	CCONJ
fbem-31988	133	19	city	city	NOUN
fbem-31988	133	20	2	2	NUM
fbem-31988	133	21	(	(	PUNCT
fbem-31988	133	22	hohhot	hohhot	ADJ
fbem-31988	133	23	)	)	PUNCT
fbem-31988	133	24	,	,	PUNCT
fbem-31988	133	25	we	we	PRON
fbem-31988	133	26	can	can	AUX
fbem-31988	133	27	see	see	VERB
fbem-31988	133	28	that	that	PRON
fbem-31988	133	29	changchun	changchun	PROPN
fbem-31988	133	30	's	's	PART
fbem-31988	133	31	score	score	NOUN
fbem-31988	133	32	(	(	PUNCT
fbem-31988	133	33	0.7365	0.7365	NUM
fbem-31988	133	34	)	)	PUNCT
fbem-31988	133	35	is	be	AUX
fbem-31988	133	36	slightly	slightly	ADV
fbem-31988	133	37	higher	high	ADJ
fbem-31988	133	38	than	than	ADP
fbem-31988	133	39	hohhot	hohhot	NOUN
fbem-31988	133	40	's	's	PART
fbem-31988	133	41	(	(	PUNCT
fbem-31988	133	42	0.6735	0.6735	NUM
fbem-31988	133	43	)	)	PUNCT
fbem-31988	133	44	,	,	PUNCT
fbem-31988	133	45	indicating	indicate	VERB
fbem-31988	133	46	that	that	SCONJ
fbem-31988	133	47	changchun	changchun	NOUN
fbem-31988	133	48	has	have	VERB
fbem-31988	133	49	relatively	relatively	ADV
fbem-31988	133	50	stronger	strong	ADJ
fbem-31988	133	51	resilience	resilience	NOUN
fbem-31988	133	52	in	in	ADP
fbem-31988	133	53	emergency	emergency	NOUN
fbem-31988	133	54	management	management	NOUN
fbem-31988	133	55	and	and	CCONJ
fbem-31988	133	56	sustainable	sustainable	ADJ
fbem-31988	133	57	development	development	NOUN
fbem-31988	133	58	.	.	PUNCT
fbem-31988	134	1	the	the	DET
fbem-31988	134	2	reason	reason	NOUN
fbem-31988	134	3	for	for	ADP
fbem-31988	134	4	city	city	NOUN
fbem-31988	134	5	1	1	NUM
fbem-31988	134	6	(	(	PUNCT
fbem-31988	134	7	changchun	changchun	PROPN
fbem-31988	134	8	,	,	PUNCT
fbem-31988	134	9	jilin	jilin	PROPN
fbem-31988	134	10	)	)	PUNCT
fbem-31988	134	11	having	have	VERB
fbem-31988	134	12	a	a	DET
fbem-31988	134	13	higher	high	ADJ
fbem-31988	134	14	score	score	NOUN
fbem-31988	134	15	:	:	PUNCT
fbem-31988	134	16	changchun	changchun	PROPN
fbem-31988	134	17	has	have	VERB
fbem-31988	134	18	a	a	DET
fbem-31988	134	19	relatively	relatively	ADV
fbem-31988	134	20	balanced	balanced	ADJ
fbem-31988	134	21	distribution	distribution	NOUN
fbem-31988	134	22	in	in	ADP
fbem-31988	134	23	various	various	ADJ
fbem-31988	134	24	government	government	NOUN
fbem-31988	134	25	agencies	agency	NOUN
fbem-31988	134	26	,	,	PUNCT
fbem-31988	134	27	social	social	ADJ
fbem-31988	134	28	organizations	organization	NOUN
fbem-31988	134	29	,	,	PUNCT
fbem-31988	134	30	and	and	CCONJ
fbem-31988	134	31	emergency	emergency	NOUN
fbem-31988	134	32	management	management	NOUN
fbem-31988	134	33	resources	resource	NOUN
fbem-31988	134	34	,	,	PUNCT
fbem-31988	134	35	especially	especially	ADV
fbem-31988	134	36	performing	perform	VERB
fbem-31988	134	37	well	well	ADV
fbem-31988	134	38	in	in	ADP
fbem-31988	134	39	the	the	DET
fbem-31988	134	40	quantity	quantity	NOUN
fbem-31988	134	41	and	and	CCONJ
fbem-31988	134	42	import	import	NOUN
fbem-31988	134	43	ance	ance	NOUN
fbem-31988	134	44	of	of	ADP
fbem-31988	134	45	core	core	ADJ
fbem-31988	134	46	emergency	emergency	NOUN
fbem-31988	134	47	management	management	NOUN
fbem-31988	134	48	institutions	institution	NOUN
fbem-31988	134	49	(	(	PUNCT
fbem-31988	134	50	such	such	ADJ
fbem-31988	134	51	as	as	ADP
fbem-31988	134	52	public	public	ADJ
fbem-31988	134	53	security	security	NOUN
fbem-31988	134	54	and	and	CCONJ
fbem-31988	134	55	fire	fire	NOUN
fbem-31988	134	56	departments	department	NOUN
fbem-31988	134	57	)	)	PUNCT
fbem-31988	134	58	.	.	PUNCT
fbem-31988	135	1	this	this	DET
fbem-31988	135	2	balanced	balanced	ADJ
fbem-31988	135	3	distribution	distribution	NOUN
fbem-31988	135	4	allows	allow	VERB
fbem-31988	135	5	changchun	changchun	NOUN
fbem-31988	135	6	to	to	PART
fbem-31988	135	7	respond	respond	VERB
fbem-31988	135	8	and	and	CCONJ
fbem-31988	135	9	provide	provide	VERB
fbem-31988	135	10	support	support	NOUN
fbem-31988	135	11	more	more	ADV
fbem-31988	135	12	quickly	quickly	ADV
fbem-31988	135	13	in	in	ADP
fbem-31988	135	14	the	the	DET
fbem-31988	135	15	face	face	NOUN
fbem-31988	135	16	of	of	ADP
fbem-31988	135	17	emergency	emergency	NOUN
fbem-31988	135	18	events	event	NOUN
fbem-31988	135	19	such	such	ADJ
fbem-31988	135	20	as	as	ADP
fbem-31988	135	21	extreme	extreme	ADJ
fbem-31988	135	22	weather	weather	NOUN
fbem-31988	135	23	and	and	CCONJ
fbem-31988	135	24	public	public	ADJ
fbem-31988	135	25	health	health	NOUN
fbem-31988	135	26	incidents	incident	NOUN
fbem-31988	135	27	.	.	PUNCT
fbem-31988	136	1	challenges	challenge	NOUN
fbem-31988	136	2	for	for	ADP
fbem-31988	136	3	city	city	NOUN
fbem-31988	136	4	2	2	NUM
fbem-31988	136	5	(	(	PUNCT
fbem-31988	136	6	hohhot	hohhot	ADJ
fbem-31988	136	7	):	):	PUNCT
fbem-31988	136	8	hohhot	hohhot	PROPN
fbem-31988	136	9	's	's	PART
fbem-31988	136	10	relatively	relatively	ADV
fbem-31988	136	11	lower	low	ADJ
fbem-31988	136	12	score	score	NOUN
fbem-31988	136	13	may	may	AUX
fbem-31988	136	14	indicate	indicate	VERB
fbem-31988	136	15	that	that	SCONJ
fbem-31988	136	16	it	it	PRON
fbem-31988	136	17	has	have	VERB
fbem-31988	136	18	certain	certain	ADJ
fbem-31988	136	19	shortcomings	shortcoming	NOUN
fbem-31988	136	20	in	in	ADP
fbem-31988	136	21	key	key	ADJ
fbem-31988	136	22	areas	area	NOUN
fbem-31988	136	23	,	,	PUNCT
fbem-31988	136	24	such	such	ADJ
fbem-31988	136	25	as	as	ADP
fbem-31988	136	26	the	the	DET
fbem-31988	136	27	distribution	distribution	NOUN
fbem-31988	136	28	and	and	CCONJ
fbem-31988	136	29	accessibility	accessibility	NOUN
fbem-31988	136	30	of	of	ADP
fbem-31988	136	31	emergency	emergency	NOUN
fbem-31988	136	32	management	management	NOUN
fbem-31988	136	33	institutions	institution	NOUN
fbem-31988	136	34	or	or	CCONJ
fbem-31988	136	35	social	social	ADJ
fbem-31988	136	36	support	support	NOUN
fbem-31988	136	37	facilities	facility	NOUN
fbem-31988	136	38	.	.	PUNCT
fbem-31988	137	1	especially	especially	ADV
fbem-31988	137	2	at	at	ADP
fbem-31988	137	3	the	the	DET
fbem-31988	137	4	grassroots	grassroots	ADJ
fbem-31988	137	5	level	level	NOUN
fbem-31988	137	6	,	,	PUNCT
fbem-31988	137	7	emergency	emergency	NOUN
fbem-31988	137	8	resources	resource	NOUN
fbem-31988	137	9	(	(	PUNCT
fbem-31988	137	10	such	such	ADJ
fbem-31988	137	11	as	as	ADP
fbem-31988	137	12	community	community	NOUN
fbem-31988	137	13	-	-	PUNCT
fbem-31988	137	14	level	level	NOUN
fbem-31988	137	15	emergency	emergency	NOUN
fbem-31988	137	16	centers	center	NOUN
fbem-31988	137	17	,	,	PUNCT
fbem-31988	137	18	traffic	traffic	NOUN
fbem-31988	137	19	management	management	NOUN
fbem-31988	137	20	,	,	PUNCT
fbem-31988	137	21	etc	etc	X
fbem-31988	137	22	.	.	X
fbem-31988	137	23	)	)	PUNCT
fbem-31988	137	24	may	may	AUX
fbem-31988	137	25	be	be	AUX
fbem-31988	137	26	relatively	relatively	ADV
fbem-31988	137	27	weak	weak	ADJ
fbem-31988	137	28	,	,	PUNCT
fbem-31988	137	29	limiting	limit	VERB
fbem-31988	137	30	overall	overall	ADJ
fbem-31988	137	31	emergency	emergency	NOUN
fbem-31988	137	32	resilience	resilience	NOUN
fbem-31988	137	33	.	.	PUNCT
fbem-31988	138	1	in	in	ADP
fbem-31988	138	2	addition	addition	NOUN
fbem-31988	138	3	,	,	PUNCT
fbem-31988	138	4	hohhot	hohhot	PROPN
fbem-31988	138	5	may	may	AUX
fbem-31988	138	6	have	have	VERB
fbem-31988	138	7	an	an	DET
fbem-31988	138	8	insufficient	insufficient	ADJ
fbem-31988	138	9	distribution	distribution	NOUN
fbem-31988	138	10	or	or	CCONJ
fbem-31988	138	11	quantity	quantity	NOUN
fbem-31988	138	12	of	of	ADP
fbem-31988	138	13	some	some	DET
fbem-31988	138	14	social	social	ADJ
fbem-31988	138	15	orga	orga	NOUN
fbem-31988	138	16	nizations	nization	NOUN
fbem-31988	138	17	and	and	CCONJ
fbem-31988	138	18	public	public	ADJ
fbem-31988	138	19	welfare	welfare	NOUN
fbem-31988	138	20	facilities	facility	NOUN
fbem-31988	138	21	(	(	PUNCT
fbem-31988	138	22	such	such	ADJ
fbem-31988	138	23	as	as	ADP
fbem-31988	138	24	the	the	DET
fbem-31988	138	25	red	red	PROPN
fbem-31988	138	26	cross	cross	PROPN
fbem-31988	138	27	,	,	PUNCT
fbem-31988	138	28	charitable	charitable	ADJ
fbem-31988	138	29	organizations	organization	NOUN
fbem-31988	138	30	,	,	PUNCT
fbem-31988	138	31	consumer	consumer	NOUN
fbem-31988	138	32	associations	association	NOUN
fbem-31988	138	33	,	,	PUNCT
fbem-31988	138	34	etc	etc	X
fbem-31988	138	35	.	.	X
fbem-31988	138	36	)	)	PUNCT
fbem-31988	138	37	,	,	PUNCT
fbem-31988	138	38	which	which	PRON
fbem-31988	138	39	affects	affect	VERB
fbem-31988	138	40	the	the	DET
fbem-31988	138	41	support	support	NOUN
fbem-31988	138	42	strength	strength	NOUN
fbem-31988	138	43	in	in	ADP
fbem-31988	138	44	responding	respond	VERB
fbem-31988	138	45	to	to	ADP
fbem-31988	138	46	emergencies	emergency	NOUN
fbem-31988	138	47	.	.	PUNCT
fbem-31988	139	1	2.4	2.4	NUM
fbem-31988	139	2	.	.	PUNCT
fbem-31988	140	1	benchmark	benchmark	NOUN
fbem-31988	140	2	regression	regression	NOUN
fbem-31988	140	3	the	the	DET
fbem-31988	140	4	main	main	ADJ
fbem-31988	140	5	investment	investment	NOUN
fbem-31988	140	6	areas	area	NOUN
fbem-31988	140	7	,	,	PUNCT
fbem-31988	140	8	investment	investment	NOUN
fbem-31988	140	9	amounts	amount	NOUN
fbem-31988	140	10	,	,	PUNCT
fbem-31988	140	11	and	and	CCONJ
fbem-31988	140	12	expected	expect	VERB
fbem-31988	140	13	levels	level	NOUN
fbem-31988	140	14	of	of	ADP
fbem-31988	140	15	smart	smart	ADJ
fbem-31988	140	16	city	city	NOUN
fbem-31988	140	17	development	development	NOUN
fbem-31988	140	18	improvements	improvement	NOUN
fbem-31988	140	19	are	be	AUX
fbem-31988	140	20	listed	list	VERB
fbem-31988	140	21	for	for	ADP
fbem-31988	140	22	the	the	DET
fbem-31988	140	23	two	two	NUM
fbem-31988	140	24	cities	city	NOUN
fbem-31988	140	25	respectively	respectively	ADV
fbem-31988	140	26	,	,	PUNCT
fbem-31988	140	27	aiming	aim	VERB
fbem-31988	140	28	to	to	PART
fbem-31988	140	29	continuously	continuously	ADV
fbem-31988	140	30	leverage	leverage	VERB
fbem-31988	140	31	their	their	PRON
fbem-31988	140	32	strengths	strength	NOUN
fbem-31988	140	33	and	and	CCONJ
fbem-31988	140	34	address	address	VERB
fbem-31988	140	35	their	their	PRON
fbem-31988	140	36	shortcomings	shortcoming	NOUN
fbem-31988	140	37	.	.	PUNCT
fbem-31988	141	1	1	1	X
fbem-31988	141	2	)	)	PUNCT
fbem-31988	141	3	plan	plan	NOUN
fbem-31988	141	4	background	background	NOUN
fbem-31988	141	5	and	and	CCONJ
fbem-31988	141	6	objectives	objective	NOUN
fbem-31988	141	7	based	base	VERB
fbem-31988	141	8	on	on	ADP
fbem-31988	141	9	the	the	DET
fbem-31988	141	10	previous	previous	ADJ
fbem-31988	141	11	analysis	analysis	NOUN
fbem-31988	141	12	,	,	PUNCT
fbem-31988	141	13	changchun	changchun	NOUN
fbem-31988	141	14	city	city	NOUN
fbem-31988	141	15	and	and	CCONJ
fbem-31988	141	16	hohhot	hohhot	ADJ
fbem-31988	141	17	city	city	NOUN
fbem-31988	141	18	each	each	PRON
fbem-31988	141	19	have	have	VERB
fbem-31988	141	20	different	different	ADJ
fbem-31988	141	21	shortcomings	shortcoming	NOUN
fbem-31988	141	22	and	and	CCONJ
fbem-31988	141	23	development	development	NOUN
fbem-31988	141	24	potentials	potential	NOUN
fbem-31988	141	25	in	in	ADP
fbem-31988	141	26	the	the	DET
fbem-31988	141	27	development	development	NOUN
fbem-31988	141	28	process	process	NOUN
fbem-31988	141	29	of	of	ADP
fbem-31988	141	30	smart	smart	ADJ
fbem-31988	141	31	cities	city	NOUN
fbem-31988	141	32	,	,	PUNCT
fbem-31988	141	33	including	include	VERB
fbem-31988	141	34	transportation	transportation	NOUN
fbem-31988	141	35	facilities	facility	NOUN
fbem-31988	141	36	,	,	PUNCT
fbem-31988	141	37	public	public	ADJ
fbem-31988	141	38	services	service	NOUN
fbem-31988	141	39	,	,	PUNCT
fbem-31988	141	40	medical	medical	ADJ
fbem-31988	141	41	health	health	NOUN
fbem-31988	141	42	,	,	PUNCT
fbem-31988	141	43	and	and	CCONJ
fbem-31988	141	44	social	social	ADJ
fbem-31988	141	45	organizations	organization	NOUN
fbem-31988	141	46	.	.	PUNCT
fbem-31988	142	1	in	in	ADP
fbem-31988	142	2	order	order	NOUN
fbem-31988	142	3	to	to	PART
fbem-31988	142	4	enhance	enhance	VERB
fbem-31988	142	5	the	the	DET
fbem-31988	142	6	resilience	resilience	NOUN
fbem-31988	142	7	of	of	ADP
fbem-31988	142	8	both	both	DET
fbem-31988	142	9	cities	city	NOUN
fbem-31988	142	10	in	in	ADP
fbem-31988	142	11	response	response	NOUN
fbem-31988	142	12	to	to	ADP
fbem-31988	142	13	extreme	extreme	ADJ
fbem-31988	142	14	weather	weather	NOUN
fbem-31988	142	15	and	and	CCONJ
fbem-31988	142	16	emergencies	emergency	NOUN
fbem-31988	142	17	,	,	PUNCT
fbem-31988	142	18	strengthen	strengthen	VERB
fbem-31988	142	19	the	the	DET
fbem-31988	142	20	level	level	NOUN
fbem-31988	142	21	of	of	ADP
fbem-31988	142	22	public	public	ADJ
fbem-31988	142	23	services	service	NOUN
fbem-31988	142	24	,	,	PUNCT
fbem-31988	142	25	and	and	CCONJ
fbem-31988	142	26	promote	promote	VERB
fbem-31988	142	27	sustainable	sustainable	ADJ
fbem-31988	142	28	urban	urban	ADJ
fbem-31988	142	29	development	development	NOUN
fbem-31988	142	30	,	,	PUNCT
fbem-31988	142	31	the	the	DET
fbem-31988	142	32	following	follow	VERB
fbem-31988	142	33	future	future	ADJ
fbem-31988	142	34	development	development	NOUN
fbem-31988	142	35	plan	plan	NOUN
fbem-31988	142	36	is	be	AUX
fbem-31988	142	37	formulated	formulate	VERB
fbem-31988	142	38	.	.	PUNCT
fbem-31988	143	1	the	the	DET
fbem-31988	143	2	main	main	ADJ
fbem-31988	143	3	objec	objec	ADJ
fbem-31988	143	4	tives	tive	NOUN
fbem-31988	143	5	of	of	ADP
fbem-31988	143	6	this	this	DET
fbem-31988	143	7	plan	plan	NOUN
fbem-31988	143	8	include	include	VERB
fbem-31988	143	9	:	:	PUNCT
fbem-31988	143	10	(	(	PUNCT
fbem-31988	143	11	1	1	X
fbem-31988	143	12	)	)	PUNCT
fbem-31988	143	13	enhance	enhance	VERB
fbem-31988	143	14	the	the	DET
fbem-31988	143	15	city	city	NOUN
fbem-31988	143	16	's	's	PART
fbem-31988	143	17	emergency	emergency	NOUN
fbem-31988	143	18	resilience	resilience	NOUN
fbem-31988	143	19	in	in	ADP
fbem-31988	143	20	extreme	extreme	ADJ
fbem-31988	143	21	events	event	NOUN
fbem-31988	143	22	.	.	PUNCT
fbem-31988	144	1	(	(	PUNCT
fbem-31988	144	2	2	2	X
fbem-31988	144	3	)	)	PUNCT
fbem-31988	144	4	optimize	optimize	VERB
fbem-31988	144	5	the	the	DET
fbem-31988	144	6	layout	layout	NOUN
fbem-31988	144	7	of	of	ADP
fbem-31988	144	8	urban	urban	ADJ
fbem-31988	144	9	infrastructure	infrastructure	NOUN
fbem-31988	144	10	and	and	CCONJ
fbem-31988	144	11	improve	improve	VERB
fbem-31988	144	12	the	the	DET
fbem-31988	144	13	efficiency	efficiency	NOUN
fbem-31988	144	14	of	of	ADP
fbem-31988	144	15	resource	resource	NOUN
fbem-31988	144	16	utilization	utilization	NOUN
fbem-31988	144	17	.	.	PUNCT
fbem-31988	145	1	(	(	PUNCT
fbem-31988	145	2	3	3	X
fbem-31988	145	3	)	)	PUNCT
fbem-31988	145	4	promote	promote	VERB
fbem-31988	145	5	the	the	DET
fbem-31988	145	6	construction	construction	NOUN
fbem-31988	145	7	of	of	ADP
fbem-31988	145	8	smart	smart	ADJ
fbem-31988	145	9	city	city	NOUN
fbem-31988	145	10	platforms	platform	NOUN
fbem-31988	145	11	to	to	PART
fbem-31988	145	12	achieve	achieve	VERB
fbem-31988	145	13	intelligent	intelligent	ADJ
fbem-31988	145	14	allocation	allocation	NOUN
fbem-31988	145	15	of	of	ADP
fbem-31988	145	16	government	government	NOUN
fbem-31988	145	17	,	,	PUNCT
fbem-31988	145	18	business	business	NOUN
fbem-31988	145	19	,	,	PUNCT
fbem-31988	145	20	and	and	CCONJ
fbem-31988	145	21	social	social	ADJ
fbem-31988	145	22	resources	resource	NOUN
fbem-31988	145	23	.	.	PUNCT
fbem-31988	146	1	(	(	PUNCT
fbem-31988	146	2	4	4	X
fbem-31988	146	3	)	)	PUNCT
fbem-31988	146	4	achieve	achieve	VERB
fbem-31988	146	5	sustainable	sustainable	ADJ
fbem-31988	146	6	development	development	NOUN
fbem-31988	146	7	and	and	CCONJ
fbem-31988	146	8	improve	improve	VERB
fbem-31988	146	9	the	the	DET
fbem-31988	146	10	114	114	NUM
fbem-31988	146	11	quality	quality	NOUN
fbem-31988	146	12	of	of	ADP
fbem-31988	146	13	life	life	NOUN
fbem-31988	146	14	for	for	ADP
fbem-31988	146	15	residents	resident	NOUN
fbem-31988	146	16	.	.	PUNCT
fbem-31988	147	1	2	2	X
fbem-31988	147	2	)	)	PUNCT
fbem-31988	147	3	main	main	ADJ
fbem-31988	147	4	investment	investment	NOUN
fbem-31988	147	5	areas	area	NOUN
fbem-31988	147	6	(	(	PUNCT
fbem-31988	147	7	1	1	X
fbem-31988	147	8	)	)	PUNCT
fbem-31988	147	9	medical	medical	ADJ
fbem-31988	147	10	and	and	CCONJ
fbem-31988	147	11	health	health	NOUN
fbem-31988	147	12	facilities	facility	NOUN
fbem-31988	147	13	investment	investment	NOUN
fbem-31988	147	14	content	content	NOUN
fbem-31988	147	15	:	:	PUNCT
fbem-31988	147	16	enhance	enhance	VERB
fbem-31988	147	17	the	the	DET
fbem-31988	147	18	city	city	NOUN
fbem-31988	147	19	's	's	PART
fbem-31988	147	20	response	response	NOUN
fbem-31988	147	21	capacity	capacity	NOUN
fbem-31988	147	22	to	to	ADP
fbem-31988	147	23	public	public	ADJ
fbem-31988	147	24	health	health	NOUN
fbem-31988	147	25	emergencies	emergency	NOUN
fbem-31988	147	26	by	by	ADP
fbem-31988	147	27	increasing	increase	VERB
fbem-31988	147	28	the	the	DET
fbem-31988	147	29	number	number	NOUN
fbem-31988	147	30	of	of	ADP
fbem-31988	147	31	comprehensive	comprehensive	ADJ
fbem-31988	147	32	hospitals	hospital	NOUN
fbem-31988	147	33	,	,	PUNCT
fbem-31988	147	34	emergency	emergency	NOUN
fbem-31988	147	35	centers	center	NOUN
fbem-31988	147	36	,	,	PUNCT
fbem-31988	147	37	and	and	CCONJ
fbem-31988	147	38	community	community	NOUN
fbem-31988	147	39	medical	medical	ADJ
fbem-31988	147	40	service	service	NOUN
fbem-31988	147	41	points	point	NOUN
fbem-31988	147	42	within	within	ADP
fbem-31988	147	43	the	the	DET
fbem-31988	147	44	city	city	NOUN
fbem-31988	147	45	.	.	PUNCT
fbem-31988	148	1	introduce	introduce	VERB
fbem-31988	148	2	smart	smart	ADJ
fbem-31988	148	3	medical	medical	ADJ
fbem-31988	148	4	systems	system	NOUN
fbem-31988	148	5	,	,	PUNCT
fbem-31988	148	6	including	include	VERB
fbem-31988	148	7	telemedicine	telemedicine	NOUN
fbem-31988	148	8	and	and	CCONJ
fbem-31988	148	9	intelligent	intelligent	ADJ
fbem-31988	148	10	diagnostics	diagnostic	NOUN
fbem-31988	148	11	,	,	PUNCT
fbem-31988	148	12	to	to	PART
fbem-31988	148	13	alleviate	alleviate	VERB
fbem-31988	148	14	the	the	DET
fbem-31988	148	15	uneven	uneven	ADJ
fbem-31988	148	16	distribution	distribution	NOUN
fbem-31988	148	17	of	of	ADP
fbem-31988	148	18	medical	medical	ADJ
fbem-31988	148	19	resources	resource	NOUN
fbem-31988	148	20	.	.	PUNCT
fbem-31988	149	1	investment	investment	NOUN
fbem-31988	149	2	amount	amount	NOUN
fbem-31988	149	3	:	:	PUNCT
fbem-31988	149	4	about	about	ADP
fbem-31988	149	5	30%-40	30%-40	NUM
fbem-31988	149	6	%	%	NOUN
fbem-31988	149	7	of	of	ADP
fbem-31988	149	8	the	the	DET
fbem-31988	149	9	total	total	ADJ
fbem-31988	149	10	budget	budget	NOUN
fbem-31988	149	11	.	.	PUNCT
fbem-31988	150	1	expected	expect	VERB
fbem-31988	150	2	outcomes	outcome	NOUN
fbem-31988	150	3	:	:	PUNCT
fbem-31988	150	4	changchun	changchun	PROPN
fbem-31988	150	5	city	city	NOUN
fbem-31988	150	6	can	can	AUX
fbem-31988	150	7	alleviate	alleviate	VERB
fbem-31988	150	8	the	the	DET
fbem-31988	150	9	concentration	concentration	NOUN
fbem-31988	150	10	of	of	ADP
fbem-31988	150	11	medical	medical	ADJ
fbem-31988	150	12	resources	resource	NOUN
fbem-31988	150	13	in	in	ADP
fbem-31988	150	14	central	central	ADJ
fbem-31988	150	15	areas	area	NOUN
fbem-31988	150	16	and	and	CCONJ
fbem-31988	150	17	improve	improve	VERB
fbem-31988	150	18	medical	medical	ADJ
fbem-31988	150	19	accessibility	accessibility	NOUN
fbem-31988	150	20	in	in	ADP
fbem-31988	150	21	peripheral	peripheral	ADJ
fbem-31988	150	22	areas	area	NOUN
fbem-31988	150	23	.	.	PUNCT
fbem-31988	151	1	hohhot	hohhot	ADJ
fbem-31988	151	2	city	city	NOUN
fbem-31988	151	3	can	can	AUX
fbem-31988	151	4	increase	increase	VERB
fbem-31988	151	5	basic	basic	ADJ
fbem-31988	151	6	medical	medical	ADJ
fbem-31988	151	7	service	service	NOUN
fbem-31988	151	8	points	point	NOUN
fbem-31988	151	9	in	in	ADP
fbem-31988	151	10	areas	area	NOUN
fbem-31988	151	11	lacking	lack	VERB
fbem-31988	151	12	medical	medical	ADJ
fbem-31988	151	13	facilities	facility	NOUN
fbem-31988	151	14	,	,	PUNCT
fbem-31988	151	15	enhancing	enhance	VERB
fbem-31988	151	16	the	the	DET
fbem-31988	151	17	capacity	capacity	NOUN
fbem-31988	151	18	to	to	PART
fbem-31988	151	19	respond	respond	VERB
fbem-31988	151	20	to	to	ADP
fbem-31988	151	21	public	public	ADJ
fbem-31988	151	22	health	health	NOUN
fbem-31988	151	23	events	event	NOUN
fbem-31988	151	24	.	.	PUNCT
fbem-31988	152	1	(	(	PUNCT
fbem-31988	152	2	2	2	X
fbem-31988	152	3	)	)	PUNCT
fbem-31988	152	4	public	public	ADJ
fbem-31988	152	5	facilities	facility	NOUN
fbem-31988	152	6	and	and	CCONJ
fbem-31988	152	7	services	service	NOUN
fbem-31988	152	8	investment	investment	NOUN
fbem-31988	152	9	content	content	NOUN
fbem-31988	152	10	:	:	PUNCT
fbem-31988	152	11	add	add	VERB
fbem-31988	152	12	public	public	ADJ
fbem-31988	152	13	toilets	toilet	NOUN
fbem-31988	152	14	,	,	PUNCT
fbem-31988	152	15	shelters	shelter	NOUN
fbem-31988	152	16	,	,	PUNCT
fbem-31988	152	17	emergency	emergency	NOUN
fbem-31988	152	18	facilities	facility	NOUN
fbem-31988	152	19	,	,	PUNCT
fbem-31988	152	20	etc	etc	X
fbem-31988	152	21	.	.	X
fbem-31988	152	22	,	,	PUNCT
fbem-31988	152	23	especially	especially	ADV
fbem-31988	152	24	in	in	ADP
fbem-31988	152	25	densely	densely	ADV
fbem-31988	152	26	populated	populated	ADJ
fbem-31988	152	27	or	or	CCONJ
fbem-31988	152	28	under	under	ADV
fbem-31988	152	29	-	-	PUNCT
fbem-31988	152	30	equipped	equip	VERB
fbem-31988	152	31	areas	area	NOUN
fbem-31988	152	32	.	.	PUNCT
fbem-31988	153	1	increase	increase	VERB
fbem-31988	153	2	smart	smart	ADJ
fbem-31988	153	3	management	management	NOUN
fbem-31988	153	4	functions	function	NOUN
fbem-31988	153	5	to	to	PART
fbem-31988	153	6	achieve	achieve	VERB
fbem-31988	153	7	real	real	ADJ
fbem-31988	153	8	-	-	PUNCT
fbem-31988	153	9	time	time	NOUN
fbem-31988	153	10	monitoring	monitoring	NOUN
fbem-31988	153	11	and	and	CCONJ
fbem-31988	153	12	maintenance	maintenance	NOUN
fbem-31988	153	13	of	of	ADP
fbem-31988	153	14	facilities	facility	NOUN
fbem-31988	153	15	,	,	PUNCT
fbem-31988	153	16	ensuring	ensure	VERB
fbem-31988	153	17	their	their	PRON
fbem-31988	153	18	availability	availability	NOUN
fbem-31988	153	19	.	.	PUNCT
fbem-31988	154	1	investment	investment	NOUN
fbem-31988	154	2	amount	amount	NOUN
fbem-31988	154	3	:	:	PUNCT
fbem-31988	154	4	about	about	ADP
fbem-31988	154	5	20%-25	20%-25	NUM
fbem-31988	154	6	%	%	NOUN
fbem-31988	154	7	of	of	ADP
fbem-31988	154	8	the	the	DET
fbem-31988	154	9	total	total	ADJ
fbem-31988	154	10	budget	budget	NOUN
fbem-31988	154	11	.	.	PUNCT
fbem-31988	155	1	expected	expect	VERB
fbem-31988	155	2	outcomes	outcome	NOUN
fbem-31988	155	3	:	:	PUNCT
fbem-31988	155	4	improve	improve	VERB
fbem-31988	155	5	the	the	DET
fbem-31988	155	6	city	city	NOUN
fbem-31988	155	7	's	's	PART
fbem-31988	155	8	emergency	emergency	NOUN
fbem-31988	155	9	response	response	NOUN
fbem-31988	155	10	capabilities	capability	NOUN
fbem-31988	155	11	in	in	ADP
fbem-31988	155	12	extreme	extreme	ADJ
fbem-31988	155	13	weather	weather	NOUN
fbem-31988	155	14	or	or	CCONJ
fbem-31988	155	15	natural	natural	ADJ
fbem-31988	155	16	disasters	disaster	NOUN
fbem-31988	155	17	.	.	PUNCT
fbem-31988	156	1	changchun	changchun	PROPN
fbem-31988	156	2	city	city	PROPN
fbem-31988	156	3	will	will	AUX
fbem-31988	156	4	enhance	enhance	VERB
fbem-31988	156	5	facility	facility	NOUN
fbem-31988	156	6	management	management	NOUN
fbem-31988	156	7	and	and	CCONJ
fbem-31988	156	8	information	information	NOUN
fbem-31988	156	9	transmission	transmission	NOUN
fbem-31988	156	10	,	,	PUNCT
fbem-31988	156	11	further	far	ADV
fbem-31988	156	12	improving	improve	VERB
fbem-31988	156	13	existing	exist	VERB
fbem-31988	156	14	public	public	ADJ
fbem-31988	156	15	service	service	NOUN
fbem-31988	156	16	facilities	facility	NOUN
fbem-31988	156	17	.	.	PUNCT
fbem-31988	157	1	hohhot	hohhot	ADJ
fbem-31988	157	2	city	city	NOUN
fbem-31988	157	3	will	will	AUX
fbem-31988	157	4	increase	increase	VERB
fbem-31988	157	5	emergency	emergency	NOUN
fbem-31988	157	6	shelters	shelter	NOUN
fbem-31988	157	7	and	and	CCONJ
fbem-31988	157	8	public	public	ADJ
fbem-31988	157	9	service	service	NOUN
fbem-31988	157	10	facilities	facility	NOUN
fbem-31988	157	11	,	,	PUNCT
fbem-31988	157	12	enhancing	enhance	VERB
fbem-31988	157	13	overall	overall	ADJ
fbem-31988	157	14	emergency	emergency	NOUN
fbem-31988	157	15	capabilities	capability	NOUN
fbem-31988	157	16	.	.	PUNCT
fbem-31988	158	1	(	(	PUNCT
fbem-31988	158	2	3	3	X
fbem-31988	158	3	)	)	PUNCT
fbem-31988	158	4	transportation	transportation	NOUN
fbem-31988	158	5	infrastructure	infrastructure	NOUN
fbem-31988	158	6	investment	investment	NOUN
fbem-31988	158	7	content	content	NOUN
fbem-31988	158	8	:	:	PUNCT
fbem-31988	158	9	optimize	optimize	VERB
fbem-31988	158	10	the	the	DET
fbem-31988	158	11	layout	layout	NOUN
fbem-31988	158	12	of	of	ADP
fbem-31988	158	13	existing	exist	VERB
fbem-31988	158	14	bus	bus	NOUN
fbem-31988	158	15	stations	station	NOUN
fbem-31988	158	16	,	,	PUNCT
fbem-31988	158	17	parking	parking	NOUN
fbem-31988	158	18	facilities	facility	NOUN
fbem-31988	158	19	,	,	PUNCT
fbem-31988	158	20	and	and	CCONJ
fbem-31988	158	21	entrances	entrance	NOUN
fbem-31988	158	22	/	/	SYM
fbem-31988	158	23	exits	exit	VERB
fbem-31988	158	24	to	to	PART
fbem-31988	158	25	increase	increase	VERB
fbem-31988	158	26	the	the	DET
fbem-31988	158	27	coverage	coverage	NOUN
fbem-31988	158	28	of	of	ADP
fbem-31988	158	29	public	public	ADJ
fbem-31988	158	30	transportation	transportation	NOUN
fbem-31988	158	31	and	and	CCONJ
fbem-31988	158	32	parking	parking	NOUN
fbem-31988	158	33	facilities	facility	NOUN
fbem-31988	158	34	.	.	PUNCT
fbem-31988	159	1	build	build	VERB
fbem-31988	159	2	an	an	DET
fbem-31988	159	3	intelligent	intelligent	ADJ
fbem-31988	159	4	transportation	transportation	NOUN
fbem-31988	159	5	management	management	NOUN
fbem-31988	159	6	platform	platform	NOUN
fbem-31988	159	7	,	,	PUNCT
fbem-31988	159	8	including	include	VERB
fbem-31988	159	9	real	real	ADJ
fbem-31988	159	10	-	-	PUNCT
fbem-31988	159	11	time	time	NOUN
fbem-31988	159	12	traffic	traffic	NOUN
fbem-31988	159	13	monitoring	monitoring	NOUN
fbem-31988	159	14	,	,	PUNCT
fbem-31988	159	15	traffic	traffic	NOUN
fbem-31988	159	16	flow	flow	NOUN
fbem-31988	159	17	prediction	prediction	NOUN
fbem-31988	159	18	,	,	PUNCT
fbem-31988	159	19	and	and	CCONJ
fbem-31988	159	20	emergency	emergency	NOUN
fbem-31988	159	21	evacuation	evacuation	NOUN
fbem-31988	159	22	functions	function	NOUN
fbem-31988	159	23	,	,	PUNCT
fbem-31988	159	24	to	to	PART
fbem-31988	159	25	ensure	ensure	VERB
fbem-31988	159	26	smooth	smooth	ADJ
fbem-31988	159	27	traffic	traffic	NOUN
fbem-31988	159	28	during	during	ADP
fbem-31988	159	29	emergencies	emergency	NOUN
fbem-31988	159	30	.	.	PUNCT
fbem-31988	160	1	investment	investment	NOUN
fbem-31988	160	2	amount	amount	NOUN
fbem-31988	160	3	:	:	PUNCT
fbem-31988	160	4	about	about	ADP
fbem-31988	160	5	20%-25	20%-25	NUM
fbem-31988	160	6	%	%	NOUN
fbem-31988	160	7	of	of	ADP
fbem-31988	160	8	the	the	DET
fbem-31988	160	9	total	total	ADJ
fbem-31988	160	10	budget	budget	NOUN
fbem-31988	160	11	.	.	PUNCT
fbem-31988	161	1	expected	expect	VERB
fbem-31988	161	2	outcomes	outcome	NOUN
fbem-31988	161	3	:	:	PUNCT
fbem-31988	161	4	changchun	changchun	PROPN
fbem-31988	161	5	city	city	NOUN
fbem-31988	161	6	will	will	AUX
fbem-31988	161	7	introduce	introduce	VERB
fbem-31988	161	8	an	an	DET
fbem-31988	161	9	intelligent	intelligent	ADJ
fbem-31988	161	10	transportation	transportation	NOUN
fbem-31988	161	11	dispatch	dispatch	NOUN
fbem-31988	161	12	system	system	NOUN
fbem-31988	161	13	in	in	ADP
fbem-31988	161	14	areas	area	NOUN
fbem-31988	161	15	with	with	ADP
fbem-31988	161	16	dense	dense	ADJ
fbem-31988	161	17	traffic	traffic	NOUN
fbem-31988	161	18	nodes	node	NOUN
fbem-31988	161	19	,	,	PUNCT
fbem-31988	161	20	optimizing	optimize	VERB
fbem-31988	161	21	daily	daily	ADJ
fbem-31988	161	22	and	and	CCONJ
fbem-31988	161	23	emergency	emergency	NOUN
fbem-31988	161	24	traffic	traffic	NOUN
fbem-31988	161	25	flow	flow	NOUN
fbem-31988	161	26	.	.	PUNCT
fbem-31988	162	1	hohhot	hohhot	ADJ
fbem-31988	162	2	city	city	NOUN
fbem-31988	162	3	will	will	AUX
fbem-31988	162	4	increase	increase	VERB
fbem-31988	162	5	the	the	DET
fbem-31988	162	6	density	density	NOUN
fbem-31988	162	7	of	of	ADP
fbem-31988	162	8	bus	bus	NOUN
fbem-31988	162	9	stations	station	NOUN
fbem-31988	162	10	and	and	CCONJ
fbem-31988	162	11	parking	parking	NOUN
fbem-31988	162	12	facilities	facility	NOUN
fbem-31988	162	13	,	,	PUNCT
fbem-31988	162	14	enhancing	enhance	VERB
fbem-31988	162	15	residents	resident	NOUN
fbem-31988	162	16	'	'	PART
fbem-31988	162	17	travel	travel	NOUN
fbem-31988	162	18	convenience	convenience	NOUN
fbem-31988	162	19	and	and	CCONJ
fbem-31988	162	20	emergency	emergency	NOUN
fbem-31988	162	21	evacuation	evacuation	NOUN
fbem-31988	162	22	capabilities	capability	NOUN
fbem-31988	162	23	.	.	PUNCT
fbem-31988	163	1	(	(	PUNCT
fbem-31988	163	2	4	4	X
fbem-31988	163	3	)	)	PUNCT
fbem-31988	163	4	emergency	emergency	NOUN
fbem-31988	163	5	response	response	NOUN
fbem-31988	163	6	capabilities	capability	NOUN
fbem-31988	163	7	of	of	ADP
fbem-31988	163	8	government	government	NOUN
fbem-31988	163	9	and	and	CCONJ
fbem-31988	163	10	social	social	ADJ
fbem-31988	163	11	organizations	organization	NOUN
fbem-31988	163	12	investment	investment	NOUN
fbem-31988	163	13	content	content	NOUN
fbem-31988	163	14	:	:	PUNCT
fbem-31988	163	15	construct	construct	VERB
fbem-31988	163	16	emergency	emergency	NOUN
fbem-31988	163	17	management	management	NOUN
fbem-31988	163	18	centers	center	NOUN
fbem-31988	163	19	equipped	equip	VERB
fbem-31988	163	20	with	with	ADP
fbem-31988	163	21	intelligent	intelligent	ADJ
fbem-31988	163	22	dispatching	dispatching	NOUN
fbem-31988	163	23	platforms	platform	NOUN
fbem-31988	163	24	to	to	PART
fbem-31988	163	25	enhance	enhance	VERB
fbem-31988	163	26	the	the	DET
fbem-31988	163	27	coordination	coordination	NOUN
fbem-31988	163	28	capabilities	capability	NOUN
fbem-31988	163	29	of	of	ADP
fbem-31988	163	30	governments	government	NOUN
fbem-31988	163	31	and	and	CCONJ
fbem-31988	163	32	social	social	ADJ
fbem-31988	163	33	organizations	organization	NOUN
fbem-31988	163	34	,	,	PUNCT
fbem-31988	163	35	improving	improve	VERB
fbem-31988	163	36	rapid	rapid	ADJ
fbem-31988	163	37	response	response	NOUN
fbem-31988	163	38	and	and	CCONJ
fbem-31988	163	39	information	information	NOUN
fbem-31988	163	40	dissemination	dissemination	NOUN
fbem-31988	163	41	during	during	ADP
fbem-31988	163	42	emerg	emerg	PROPN
fbem-31988	163	43	encies	encie	NOUN
fbem-31988	163	44	.	.	PUNCT
fbem-31988	164	1	investment	investment	NOUN
fbem-31988	164	2	amount	amount	NOUN
fbem-31988	164	3	:	:	PUNCT
fbem-31988	164	4	about	about	ADV
fbem-31988	164	5	15%-20	15%-20	NUM
fbem-31988	164	6	%	%	NOUN
fbem-31988	164	7	of	of	ADP
fbem-31988	164	8	the	the	DET
fbem-31988	164	9	total	total	ADJ
fbem-31988	164	10	budget	budget	NOUN
fbem-31988	164	11	.	.	PUNCT
fbem-31988	165	1	expected	expect	VERB
fbem-31988	165	2	outcomes	outcome	NOUN
fbem-31988	165	3	:	:	PUNCT
fbem-31988	165	4	improve	improve	VERB
fbem-31988	165	5	the	the	DET
fbem-31988	165	6	response	response	NOUN
fbem-31988	165	7	speed	speed	NOUN
fbem-31988	165	8	of	of	ADP
fbem-31988	165	9	both	both	DET
fbem-31988	165	10	cities	city	NOUN
fbem-31988	165	11	'	'	PART
fbem-31988	165	12	governments	government	NOUN
fbem-31988	165	13	and	and	CCONJ
fbem-31988	165	14	strengthen	strengthen	VERB
fbem-31988	165	15	the	the	DET
fbem-31988	165	16	government	government	NOUN
fbem-31988	165	17	's	's	PART
fbem-31988	165	18	rapid	rapid	ADJ
fbem-31988	165	19	response	response	NOUN
fbem-31988	165	20	capabilities	capability	NOUN
fbem-31988	165	21	to	to	ADP
fbem-31988	165	22	emergencies	emergency	NOUN
fbem-31988	165	23	.	.	PUNCT
fbem-31988	166	1	changchun	changchun	PROPN
fbem-31988	166	2	city	city	PROPN
fbem-31988	166	3	will	will	AUX
fbem-31988	166	4	enhance	enhance	VERB
fbem-31988	166	5	the	the	DET
fbem-31988	166	6	efficiency	efficiency	NOUN
fbem-31988	166	7	of	of	ADP
fbem-31988	166	8	government	government	NOUN
fbem-31988	166	9	emergency	emergency	NOUN
fbem-31988	166	10	command	command	NOUN
fbem-31988	166	11	,	,	PUNCT
fbem-31988	166	12	optimizing	optimize	VERB
fbem-31988	166	13	the	the	DET
fbem-31988	166	14	event	event	NOUN
fbem-31988	166	15	response	response	NOUN
fbem-31988	166	16	process	process	NOUN
fbem-31988	166	17	.	.	PUNCT
fbem-31988	167	1	hohhot	hohhot	ADJ
fbem-31988	167	2	city	city	NOUN
fbem-31988	167	3	will	will	AUX
fbem-31988	167	4	expand	expand	VERB
fbem-31988	167	5	social	social	ADJ
fbem-31988	167	6	organizations	organization	NOUN
fbem-31988	167	7	and	and	CCONJ
fbem-31988	167	8	community	community	NOUN
fbem-31988	167	9	-level	-level	NOUN
fbem-31988	167	10	emergency	emergency	NOUN
fbem-31988	167	11	sites	site	NOUN
fbem-31988	167	12	,	,	PUNCT
fbem-31988	167	13	enhancing	enhance	VERB
fbem-31988	167	14	grassroots	grassroots	ADJ
fbem-31988	167	15	emergency	emergency	NOUN
fbem-31988	167	16	handling	handling	NOUN
fbem-31988	167	17	capabilities	capability	NOUN
fbem-31988	167	18	.	.	PUNCT
fbem-31988	168	1	3	3	X
fbem-31988	168	2	)	)	PUNCT
fbem-31988	168	3	investment	investment	NOUN
fbem-31988	168	4	and	and	CCONJ
fbem-31988	168	5	implementation	implementation	NOUN
fbem-31988	168	6	phases	phase	NOUN
fbem-31988	168	7	short	short	ADJ
fbem-31988	168	8	-	-	PUNCT
fbem-31988	168	9	term	term	NOUN
fbem-31988	168	10	plan	plan	NOUN
fbem-31988	168	11	(	(	PUNCT
fbem-31988	168	12	1	1	NUM
fbem-31988	168	13	-	-	SYM
fbem-31988	168	14	3	3	NUM
fbem-31988	168	15	years	year	NOUN
fbem-31988	168	16	)	)	PUNCT
fbem-31988	168	17	objective	objective	NOUN
fbem-31988	168	18	:	:	PUNCT
fbem-31988	168	19	address	address	VERB
fbem-31988	168	20	the	the	DET
fbem-31988	168	21	insufficiency	insufficiency	NOUN
fbem-31988	168	22	of	of	ADP
fbem-31988	168	23	existing	exist	VERB
fbem-31988	168	24	infrastructure	infrastructure	NOUN
fbem-31988	168	25	and	and	CCONJ
fbem-31988	168	26	increase	increase	VERB
fbem-31988	168	27	the	the	DET
fbem-31988	168	28	number	number	NOUN
fbem-31988	168	29	of	of	ADP
fbem-31988	168	30	medical	medical	ADJ
fbem-31988	168	31	service	service	NOUN
fbem-31988	168	32	points	point	NOUN
fbem-31988	168	33	,	,	PUNCT
fbem-31988	168	34	public	public	ADJ
fbem-31988	168	35	facilities	facility	NOUN
fbem-31988	168	36	,	,	PUNCT
fbem-31988	168	37	and	and	CCONJ
fbem-31988	168	38	transportation	transportation	NOUN
fbem-31988	168	39	infrastructure	infrastructure	NOUN
fbem-31988	168	40	.	.	PUNCT
fbem-31988	169	1	funding	funding	NOUN
fbem-31988	169	2	sources	source	NOUN
fbem-31988	169	3	:	:	PUNCT
fbem-31988	169	4	local	local	ADJ
fbem-31988	169	5	financial	financial	ADJ
fbem-31988	169	6	allocations	allocation	NOUN
fbem-31988	169	7	,	,	PUNCT
fbem-31988	169	8	smart	smart	ADJ
fbem-31988	169	9	city	city	NOUN
fbem-31988	169	10	special	special	ADJ
fbem-31988	169	11	funds	fund	NOUN
fbem-31988	169	12	.	.	PUNCT
fbem-31988	170	1	key	key	ADJ
fbem-31988	170	2	projects	project	NOUN
fbem-31988	170	3	:	:	PUNCT
fbem-31988	170	4	construction	construction	NOUN
fbem-31988	170	5	of	of	ADP
fbem-31988	170	6	shelters	shelter	NOUN
fbem-31988	170	7	,	,	PUNCT
fbem-31988	170	8	addition	addition	NOUN
fbem-31988	170	9	of	of	ADP
fbem-31988	170	10	community	community	NOUN
fbem-31988	170	11	clinics	clinic	NOUN
fbem-31988	170	12	,	,	PUNCT
fbem-31988	170	13	initial	initial	ADJ
fbem-31988	170	14	construction	construction	NOUN
fbem-31988	170	15	of	of	ADP
fbem-31988	170	16	intelligent	intelligent	ADJ
fbem-31988	170	17	traffic	traffic	NOUN
fbem-31988	170	18	dispatch	dispatch	NOUN
fbem-31988	170	19	systems	system	NOUN
fbem-31988	170	20	.	.	PUNCT
fbem-31988	171	1	medium	medium	ADJ
fbem-31988	171	2	-	-	PUNCT
fbem-31988	171	3	term	term	NOUN
fbem-31988	171	4	plan	plan	NOUN
fbem-31988	171	5	(	(	PUNCT
fbem-31988	171	6	3	3	NUM
fbem-31988	171	7	-	-	SYM
fbem-31988	171	8	5	5	NUM
fbem-31988	171	9	years	year	NOUN
fbem-31988	171	10	)	)	PUNCT
fbem-31988	171	11	objective	objective	NOUN
fbem-31988	171	12	:	:	PUNCT
fbem-31988	171	13	improve	improve	VERB
fbem-31988	171	14	the	the	DET
fbem-31988	171	15	smart	smart	ADJ
fbem-31988	171	16	city	city	NOUN
fbem-31988	171	17	management	management	NOUN
fbem-31988	171	18	platform	platform	NOUN
fbem-31988	171	19	by	by	ADP
fbem-31988	171	20	introducing	introduce	VERB
fbem-31988	171	21	real	real	ADJ
fbem-31988	171	22	-	-	PUNCT
fbem-31988	171	23	time	time	NOUN
fbem-31988	171	24	monitoring	monitoring	NOUN
fbem-31988	171	25	,	,	PUNCT
fbem-31988	171	26	forecasting	forecasting	NOUN
fbem-31988	171	27	,	,	PUNCT
fbem-31988	171	28	and	and	CCONJ
fbem-31988	171	29	emergency	emergency	NOUN
fbem-31988	171	30	dispatch	dispatch	NOUN
fbem-31988	171	31	functions	function	NOUN
fbem-31988	171	32	.	.	PUNCT
fbem-31988	172	1	funding	funding	NOUN
fbem-31988	172	2	sources	source	NOUN
fbem-31988	172	3	:	:	PUNCT
fbem-31988	172	4	public	public	ADJ
fbem-31988	172	5	-	-	PUNCT
fbem-31988	172	6	private	private	ADJ
fbem-31988	172	7	partnership	partnership	NOUN
fbem-31988	172	8	(	(	PUNCT
fbem-31988	172	9	ppp	ppp	PROPN
fbem-31988	172	10	)	)	PUNCT
fbem-31988	172	11	model	model	NOUN
fbem-31988	172	12	,	,	PUNCT
fbem-31988	172	13	government	government	NOUN
fbem-31988	172	14	and	and	CCONJ
fbem-31988	172	15	enterprise	enterprise	NOUN
fbem-31988	172	16	cooperative	cooperative	ADJ
fbem-31988	172	17	investments	investment	NOUN
fbem-31988	172	18	.	.	PUNCT
fbem-31988	173	1	key	key	ADJ
fbem-31988	173	2	projects	project	NOUN
fbem-31988	173	3	:	:	PUNCT
fbem-31988	173	4	improvement	improvement	NOUN
fbem-31988	173	5	of	of	ADP
fbem-31988	173	6	smart	smart	ADJ
fbem-31988	173	7	medical	medical	ADJ
fbem-31988	173	8	platforms	platform	NOUN
fbem-31988	173	9	,	,	PUNCT
fbem-31988	173	10	completion	completion	NOUN
fbem-31988	173	11	of	of	ADP
fbem-31988	173	12	intelligent	intelligent	ADJ
fbem-31988	173	13	traffic	traffic	NOUN
fbem-31988	173	14	dispatch	dispatch	NOUN
fbem-31988	173	15	systems	system	NOUN
fbem-31988	173	16	,	,	PUNCT
fbem-31988	173	17	construction	construction	NOUN
fbem-31988	173	18	of	of	ADP
fbem-31988	173	19	government	government	NOUN
fbem-31988	173	20	emergency	emergency	NOUN
fbem-31988	173	21	centers	center	NOUN
fbem-31988	173	22	.	.	PUNCT
fbem-31988	174	1	long	long	ADJ
fbem-31988	174	2	-	-	PUNCT
fbem-31988	174	3	term	term	NOUN
fbem-31988	174	4	plan	plan	NOUN
fbem-31988	174	5	(	(	PUNCT
fbem-31988	174	6	5	5	NUM
fbem-31988	174	7	-	-	SYM
fbem-31988	174	8	10	10	NUM
fbem-31988	174	9	years	year	NOUN
fbem-31988	174	10	)	)	PUNCT
fbem-31988	174	11	objective	objective	NOUN
fbem-31988	174	12	:	:	PUNCT
fbem-31988	174	13	comprehensively	comprehensively	ADV
fbem-31988	174	14	enhance	enhance	VERB
fbem-31988	174	15	the	the	DET
fbem-31988	174	16	city	city	NOUN
fbem-31988	174	17	's	's	PART
fbem-31988	174	18	smart	smart	ADJ
fbem-31988	174	19	management	management	NOUN
fbem-31988	174	20	level	level	NOUN
fbem-31988	174	21	and	and	CCONJ
fbem-31988	174	22	achieve	achieve	VERB
fbem-31988	174	23	digital	digital	ADJ
fbem-31988	174	24	and	and	CCONJ
fbem-31988	174	25	intelligent	intelligent	ADJ
fbem-31988	174	26	management	management	NOUN
fbem-31988	174	27	of	of	ADP
fbem-31988	174	28	infrastructure	infrastructure	NOUN
fbem-31988	174	29	.	.	PUNCT
fbem-31988	175	1	funding	funding	NOUN
fbem-31988	175	2	sources	source	NOUN
fbem-31988	175	3	:	:	PUNCT
fbem-31988	175	4	rolling	roll	VERB
fbem-31988	175	5	investment	investment	NOUN
fbem-31988	175	6	,	,	PUNCT
fbem-31988	175	7	ensuring	ensure	VERB
fbem-31988	175	8	long	long	ADJ
fbem-31988	175	9	-term	-term	NOUN
fbem-31988	175	10	stable	stable	ADJ
fbem-31988	175	11	funding	funding	NOUN
fbem-31988	175	12	support	support	NOUN
fbem-31988	175	13	through	through	ADP
fbem-31988	175	14	phased	phase	VERB
fbem-31988	175	15	allocations	allocation	NOUN
fbem-31988	175	16	.	.	PUNCT
fbem-31988	176	1	key	key	ADJ
fbem-31988	176	2	projects	project	NOUN
fbem-31988	176	3	:	:	PUNCT
fbem-31988	176	4	construction	construction	NOUN
fbem-31988	176	5	and	and	CCONJ
fbem-31988	176	6	data	datum	NOUN
fbem-31988	176	7	integration	integration	NOUN
fbem-31988	176	8	of	of	ADP
fbem-31988	176	9	intelligent	intelligent	ADJ
fbem-31988	176	10	emergency	emergency	NOUN
fbem-31988	176	11	platforms	platform	NOUN
fbem-31988	176	12	,	,	PUNCT
fbem-31988	176	13	achieving	achieve	VERB
fbem-31988	176	14	comprehensive	comprehensive	ADJ
fbem-31988	176	15	smart	smart	ADJ
fbem-31988	176	16	management	management	NOUN
fbem-31988	176	17	of	of	ADP
fbem-31988	176	18	transportation	transportation	NOUN
fbem-31988	176	19	,	,	PUNCT
fbem-31988	176	20	medical	medical	ADJ
fbem-31988	176	21	care	care	NOUN
fbem-31988	176	22	,	,	PUNCT
fbem-31988	176	23	and	and	CCONJ
fbem-31988	176	24	public	public	ADJ
fbem-31988	176	25	services	service	NOUN
fbem-31988	176	26	.	.	PUNCT
fbem-31988	177	1	4	4	X
fbem-31988	177	2	)	)	PUNCT
fbem-31988	177	3	expected	expect	VERB
fbem-31988	177	4	outcomes	outcome	NOUN
fbem-31988	177	5	and	and	CCONJ
fbem-31988	177	6	smart	smart	ADJ
fbem-31988	177	7	city	city	NOUN
fbem-31988	177	8	development	development	NOUN
fbem-31988	177	9	improvement	improvement	NOUN
fbem-31988	177	10	specific	specific	ADJ
fbem-31988	177	11	expectations	expectation	NOUN
fbem-31988	177	12	for	for	ADP
fbem-31988	177	13	improving	improve	VERB
fbem-31988	177	14	the	the	DET
fbem-31988	177	15	level	level	NOUN
fbem-31988	177	16	of	of	ADP
fbem-31988	177	17	smart	smart	ADJ
fbem-31988	177	18	city	city	NOUN
fbem-31988	177	19	development	development	NOUN
fbem-31988	177	20	:	:	PUNCT
fbem-31988	178	1	healthcare	healthcare	PROPN
fbem-31988	178	2	:	:	PUNCT
fbem-31988	178	3	by	by	ADP
fbem-31988	178	4	building	build	VERB
fbem-31988	178	5	medical	medical	ADJ
fbem-31988	178	6	facilities	facility	NOUN
fbem-31988	178	7	and	and	CCONJ
fbem-31988	178	8	intelligent	intelligent	ADJ
fbem-31988	178	9	medical	medical	ADJ
fbem-31988	178	10	platforms	platform	NOUN
fbem-31988	178	11	,	,	PUNCT
fbem-31988	178	12	medical	medical	ADJ
fbem-31988	178	13	accessibility	accessibility	NOUN
fbem-31988	178	14	is	be	AUX
fbem-31988	178	15	expected	expect	VERB
fbem-31988	178	16	to	to	PART
fbem-31988	178	17	increase	increase	VERB
fbem-31988	178	18	by	by	ADP
fbem-31988	178	19	more	more	ADJ
fbem-31988	178	20	than	than	ADP
fbem-31988	178	21	25	25	NUM
fbem-31988	178	22	%	%	NOUN
fbem-31988	178	23	,	,	PUNCT
fbem-31988	178	24	and	and	CCONJ
fbem-31988	178	25	rescue	rescue	NOUN
fbem-31988	178	26	response	response	NOUN
fbem-31988	178	27	times	time	NOUN
fbem-31988	178	28	in	in	ADP
fbem-31988	178	29	emergencies	emergency	NOUN
fbem-31988	178	30	are	be	AUX
fbem-31988	178	31	expected	expect	VERB
fbem-31988	178	32	to	to	PART
fbem-31988	178	33	be	be	AUX
fbem-31988	178	34	reduced	reduce	VERB
fbem-31988	178	35	by	by	ADP
fbem-31988	178	36	30	30	NUM
fbem-31988	178	37	%	%	NOUN
fbem-31988	178	38	.	.	PUNCT
fbem-31988	179	1	public	public	ADJ
fbem-31988	179	2	services	service	NOUN
fbem-31988	179	3	:	:	PUNCT
fbem-31988	179	4	the	the	DET
fbem-31988	179	5	coverage	coverage	NOUN
fbem-31988	179	6	and	and	CCONJ
fbem-31988	179	7	efficiency	efficiency	NOUN
fbem-31988	179	8	of	of	ADP
fbem-31988	179	9	public	public	ADJ
fbem-31988	179	10	service	service	NOUN
fbem-31988	179	11	facilities	facility	NOUN
fbem-31988	179	12	are	be	AUX
fbem-31988	179	13	expected	expect	VERB
fbem-31988	179	14	to	to	PART
fbem-31988	179	15	improve	improve	VERB
fbem-31988	179	16	,	,	PUNCT
fbem-31988	179	17	with	with	ADP
fbem-31988	179	18	a	a	DET
fbem-31988	179	19	20	20	NUM
fbem-31988	179	20	%	%	NOUN
fbem-31988	179	21	increase	increase	NOUN
fbem-31988	179	22	in	in	ADP
fbem-31988	179	23	resident	resident	ADJ
fbem-31988	179	24	satisfaction	satisfaction	NOUN
fbem-31988	179	25	with	with	ADP
fbem-31988	179	26	public	public	ADJ
fbem-31988	179	27	facilities	facility	NOUN
fbem-31988	179	28	.	.	PUNCT
fbem-31988	180	1	traffic	traffic	NOUN
fbem-31988	180	2	management	management	NOUN
fbem-31988	180	3	:	:	PUNCT
fbem-31988	180	4	the	the	DET
fbem-31988	180	5	traffic	traffic	NOUN
fbem-31988	180	6	congestion	congestion	NOUN
fbem-31988	180	7	rate	rate	NOUN
fbem-31988	180	8	is	be	AUX
fbem-31988	180	9	expected	expect	VERB
fbem-31988	180	10	to	to	PART
fbem-31988	180	11	decrease	decrease	VERB
fbem-31988	180	12	by	by	ADP
fbem-31988	180	13	15	15	NUM
fbem-31988	180	14	%	%	NOUN
fbem-31988	180	15	,	,	PUNCT
fbem-31988	180	16	evacuation	evacuation	NOUN
fbem-31988	180	17	efficiency	efficiency	NOUN
fbem-31988	180	18	in	in	ADP
fbem-31988	180	19	emergencies	emergency	NOUN
fbem-31988	180	20	is	be	AUX
fbem-31988	180	21	expected	expect	VERB
fbem-31988	180	22	to	to	PART
fbem-31988	180	23	improve	improve	VERB
fbem-31988	180	24	,	,	PUNCT
fbem-31988	180	25	and	and	CCONJ
fbem-31988	180	26	the	the	DET
fbem-31988	180	27	intelligent	intelligent	ADJ
fbem-31988	180	28	traffic	traffic	NOUN
fbem-31988	180	29	dispatch	dispatch	NOUN
fbem-31988	180	30	system	system	NOUN
fbem-31988	180	31	is	be	AUX
fbem-31988	180	32	expected	expect	VERB
fbem-31988	180	33	to	to	PART
fbem-31988	180	34	cover	cover	VERB
fbem-31988	180	35	all	all	DET
fbem-31988	180	36	main	main	ADJ
fbem-31988	180	37	areas	area	NOUN
fbem-31988	180	38	of	of	ADP
fbem-31988	180	39	the	the	DET
fbem-31988	180	40	city	city	NOUN
fbem-31988	180	41	.	.	PUNCT
fbem-31988	181	1	emergency	emergency	NOUN
fbem-31988	181	2	management	management	NOUN
fbem-31988	181	3	:	:	PUNCT
fbem-31988	181	4	the	the	DET
fbem-31988	181	5	emergency	emergency	NOUN
fbem-31988	181	6	response	response	NOUN
fbem-31988	181	7	capabilities	capability	NOUN
fbem-31988	181	8	of	of	ADP
fbem-31988	181	9	governments	government	NOUN
fbem-31988	181	10	and	and	CCONJ
fbem-31988	181	11	social	social	ADJ
fbem-31988	181	12	organizations	organization	NOUN
fbem-31988	181	13	are	be	AUX
fbem-31988	181	14	expected	expect	VERB
fbem-31988	181	15	to	to	PART
fbem-31988	181	16	increase	increase	VERB
fbem-31988	181	17	by	by	ADP
fbem-31988	181	18	50	50	NUM
fbem-31988	181	19	%	%	NOUN
fbem-31988	181	20	,	,	PUNCT
fbem-31988	181	21	forming	form	VERB
fbem-31988	181	22	an	an	DET
fbem-31988	181	23	efficient	efficient	ADJ
fbem-31988	181	24	emergency	emergency	NOUN
fbem-31988	181	25	management	management	NOUN
fbem-31988	181	26	system	system	NOUN
fbem-31988	181	27	.	.	PUNCT
fbem-31988	182	1	5	5	X
fbem-31988	182	2	)	)	PUNCT
fbem-31988	182	3	plan	plan	NOUN
fbem-31988	182	4	implementation	implementation	NOUN
fbem-31988	182	5	monitoring	monitoring	NOUN
fbem-31988	182	6	and	and	CCONJ
fbem-31988	182	7	feedback	feedback	NOUN
fbem-31988	182	8	monitoring	monitoring	NOUN
fbem-31988	182	9	mechanism	mechanism	NOUN
fbem-31988	182	10	:	:	PUNCT
fbem-31988	182	11	conduct	conduct	VERB
fbem-31988	182	12	annual	annual	ADJ
fbem-31988	182	13	project	project	NOUN
fbem-31988	182	14	progress	progress	NOUN
fbem-31988	182	15	evaluations	evaluation	NOUN
fbem-31988	182	16	,	,	PUNCT
fbem-31988	182	17	record	record	VERB
fbem-31988	182	18	the	the	DET
fbem-31988	182	19	completion	completion	NOUN
fbem-31988	182	20	of	of	ADP
fbem-31988	182	21	key	key	ADJ
fbem-31988	182	22	performance	performance	NOUN
fbem-31988	182	23	indicators	indicator	NOUN
fbem-31988	182	24	(	(	PUNCT
fbem-31988	182	25	kpi	kpi	PROPN
fbem-31988	182	26	)	)	PUNCT
fbem-31988	182	27	,	,	PUNCT
fbem-31988	182	28	and	and	CCONJ
fbem-31988	182	29	adjust	adjust	VERB
fbem-31988	182	30	investment	investment	NOUN
fbem-31988	182	31	ratios	ratio	NOUN
fbem-31988	182	32	in	in	ADP
fbem-31988	182	33	a	a	DET
fbem-31988	182	34	timely	timely	ADJ
fbem-31988	182	35	manner	manner	NOUN
fbem-31988	182	36	.	.	PUNCT
fbem-31988	183	1	resident	resident	ADJ
fbem-31988	183	2	feedback	feedback	NOUN
fbem-31988	183	3	:	:	PUNCT
fbem-31988	183	4	regularly	regularly	ADV
fbem-31988	183	5	conduct	conduct	VERB
fbem-31988	183	6	resident	resident	ADJ
fbem-31988	183	7	satisfaction	satisfaction	NOUN
fbem-31988	183	8	surveys	survey	NOUN
fbem-31988	183	9	to	to	PART
fbem-31988	183	10	collect	collect	VERB
fbem-31988	183	11	evaluations	evaluation	NOUN
fbem-31988	183	12	and	and	CCONJ
fbem-31988	183	13	suggestions	suggestion	NOUN
fbem-31988	183	14	on	on	ADP
fbem-31988	183	15	smart	smart	ADJ
fbem-31988	183	16	city	city	NOUN
fbem-31988	183	17	services	service	NOUN
fbem-31988	183	18	to	to	PART
fbem-31988	183	19	improve	improve	VERB
fbem-31988	183	20	project	project	NOUN
fbem-31988	183	21	implementation	implementation	NOUN
fbem-31988	183	22	.	.	PUNCT
fbem-31988	184	1	3	3	X
fbem-31988	184	2	.	.	X
fbem-31988	184	3	conclusion	conclusion	NOUN
fbem-31988	184	4	through	through	ADP
fbem-31988	184	5	in	in	ADP
fbem-31988	184	6	-	-	PUNCT
fbem-31988	184	7	depth	depth	NOUN
fbem-31988	184	8	research	research	NOUN
fbem-31988	184	9	on	on	ADP
fbem-31988	184	10	housing	housing	NOUN
fbem-31988	184	11	price	price	NOUN
fbem-31988	184	12	forecasting	forecasting	NOUN
fbem-31988	184	13	,	,	PUNCT
fbem-31988	184	14	service	service	NOUN
fbem-31988	184	15	level	level	NOUN
fbem-31988	184	16	analysis	analysis	NOUN
fbem-31988	184	17	,	,	PUNCT
fbem-31988	184	18	urban	urban	ADJ
fbem-31988	184	19	resilience	resilience	NOUN
fbem-31988	184	20	assessment	assessment	NOUN
fbem-31988	184	21	,	,	PUNCT
fbem-31988	184	22	and	and	CCONJ
fbem-31988	184	23	future	future	ADJ
fbem-31988	184	24	development	development	NOUN
fbem-31988	184	25	plan	plan	NOUN
fbem-31988	184	26	formulation	formulation	NOUN
fbem-31988	184	27	for	for	ADP
fbem-31988	184	28	city	city	NOUN
fbem-31988	184	29	1	1	NUM
fbem-31988	184	30	(	(	PUNCT
fbem-31988	184	31	changchun	changchun	NOUN
fbem-31988	184	32	)	)	PUNCT
fbem-31988	184	33	and	and	CCONJ
fbem-31988	184	34	city	city	NOUN
fbem-31988	184	35	2	2	NUM
fbem-31988	184	36	(	(	PUNCT
fbem-31988	184	37	hohhot	hohhot	ADJ
fbem-31988	184	38	)	)	PUNCT
fbem-31988	184	39	,	,	PUNCT
fbem-31988	184	40	this	this	DET
fbem-31988	184	41	study	study	NOUN
fbem-31988	184	42	comprehensively	comprehensively	ADV
fbem-31988	184	43	analyzes	analyze	VERB
fbem-31988	184	44	the	the	DET
fbem-31988	184	45	current	current	ADJ
fbem-31988	184	46	situation	situation	NOUN
fbem-31988	184	47	and	and	CCONJ
fbem-31988	184	48	development	development	NOUN
fbem-31988	184	49	needs	need	NOUN
fbem-31988	184	50	of	of	ADP
fbem-31988	184	51	the	the	DET
fbem-31988	184	52	two	two	NUM
fbem-31988	184	53	cities	city	NOUN
fbem-31988	184	54	.	.	PUNCT
fbem-31988	185	1	provide	provide	VERB
fbem-31988	185	2	reference	reference	NOUN
fbem-31988	185	3	for	for	ADP
fbem-31988	185	4	real	real	ADJ
fbem-31988	185	5	estate	estate	NOUN
fbem-31988	185	6	market	market	NOUN
fbem-31988	185	7	regulation	regulation	NOUN
fbem-31988	185	8	and	and	CCONJ
fbem-31988	185	9	housing	housing	NOUN
fbem-31988	185	10	planning	planning	NOUN
fbem-31988	185	11	in	in	ADP
fbem-31988	185	12	terms	term	NOUN
fbem-31988	185	13	of	of	ADP
fbem-31988	185	14	housing	housing	NOUN
fbem-31988	185	15	prices	price	NOUN
fbem-31988	185	16	;	;	PUNCT
fbem-31988	185	17	service	service	NOUN
fbem-31988	185	18	level	level	NOUN
fbem-31988	185	19	analysis	analysis	NOUN
fbem-31988	185	20	helps	help	VERB
fbem-31988	185	21	cities	city	NOUN
fbem-31988	185	22	to	to	PART
fbem-31988	185	23	learn	learn	VERB
fbem-31988	185	24	from	from	ADP
fbem-31988	185	25	each	each	DET
fbem-31988	185	26	other	other	ADJ
fbem-31988	185	27	and	and	CCONJ
fbem-31988	185	28	optimize	optimize	VERB
fbem-31988	185	29	115	115	NUM
fbem-31988	185	30	services	service	NOUN
fbem-31988	185	31	;	;	PUNCT
fbem-31988	185	32	urban	urban	ADJ
fbem-31988	185	33	resilience	resilience	NOUN
fbem-31988	185	34	assessment	assessment	NOUN
fbem-31988	185	35	identifies	identify	VERB
fbem-31988	185	36	the	the	DET
fbem-31988	185	37	strengths	strength	NOUN
fbem-31988	185	38	and	and	CCONJ
fbem-31988	185	39	weaknesses	weakness	NOUN
fbem-31988	185	40	of	of	ADP
fbem-31988	185	41	the	the	DET
fbem-31988	185	42	city	city	NOUN
fbem-31988	185	43	and	and	CCONJ
fbem-31988	185	44	formulates	formulate	VERB
fbem-31988	185	45	investment	investment	NOUN
fbem-31988	185	46	plans	plan	NOUN
fbem-31988	185	47	;	;	PUNCT
fbem-31988	185	48	the	the	DET
fbem-31988	185	49	future	future	ADJ
fbem-31988	185	50	development	development	NOUN
fbem-31988	185	51	plan	plan	NOUN
fbem-31988	185	52	provides	provide	VERB
fbem-31988	185	53	direction	direction	NOUN
fbem-31988	185	54	for	for	ADP
fbem-31988	185	55	sustainable	sustainable	ADJ
fbem-31988	185	56	urban	urban	ADJ
fbem-31988	185	57	development	development	NOUN
fbem-31988	185	58	.	.	PUNCT
fbem-31988	186	1	however	however	ADV
fbem-31988	186	2	,	,	PUNCT
fbem-31988	186	3	there	there	PRON
fbem-31988	186	4	are	be	VERB
fbem-31988	186	5	issues	issue	NOUN
fbem-31988	186	6	with	with	ADP
fbem-31988	186	7	data	datum	NOUN
fbem-31988	186	8	quality	quality	NOUN
fbem-31988	186	9	and	and	CCONJ
fbem-31988	186	10	model	model	NOUN
fbem-31988	186	11	limitations	limitation	NOUN
fbem-31988	186	12	during	during	ADP
fbem-31988	186	13	the	the	DET
fbem-31988	186	14	research	research	NOUN
fbem-31988	186	15	process	process	NOUN
fbem-31988	186	16	.	.	PUNCT
fbem-31988	187	1	future	future	ADJ
fbem-31988	187	2	research	research	NOUN
fbem-31988	187	3	needs	need	VERB
fbem-31988	187	4	to	to	PART
fbem-31988	187	5	further	far	ADV
fbem-31988	187	6	optimize	optimize	VERB
fbem-31988	187	7	data	datum	NOUN
fbem-31988	187	8	collection	collection	NOUN
fbem-31988	187	9	and	and	CCONJ
fbem-31988	187	10	processing	processing	NOUN
fbem-31988	187	11	methods	method	NOUN
fbem-31988	187	12	,	,	PUNCT
fbem-31988	187	13	improve	improve	VERB
fbem-31988	187	14	model	model	NOUN
fbem-31988	187	15	construction	construction	NOUN
fbem-31988	187	16	,	,	PUNCT
fbem-31988	187	17	enhance	enhance	VERB
fbem-31988	187	18	understanding	understanding	NOUN
fbem-31988	187	19	and	and	CCONJ
fbem-31988	187	20	response	response	NOUN
fbem-31988	187	21	capabilities	capability	NOUN
fbem-31988	187	22	to	to	ADP
fbem-31988	187	23	complex	complex	ADJ
fbem-31988	187	24	urban	urban	ADJ
fbem-31988	187	25	development	development	NOUN
fbem-31988	187	26	systems	system	NOUN
fbem-31988	187	27	,	,	PUNCT
fbem-31988	187	28	in	in	ADP
fbem-31988	187	29	order	order	NOUN
fbem-31988	187	30	to	to	PART
fbem-31988	187	31	better	well	ADV
fbem-31988	187	32	promote	promote	VERB
fbem-31988	187	33	the	the	DET
fbem-31988	187	34	development	development	NOUN
fbem-31988	187	35	of	of	ADP
fbem-31988	187	36	cities	city	NOUN
fbem-31988	187	37	towards	towards	ADP
fbem-31988	187	38	high	high	ADJ
fbem-31988	187	39	quality	quality	NOUN
fbem-31988	187	40	and	and	CCONJ
fbem-31988	187	41	sustainable	sustainable	ADJ
fbem-31988	187	42	directions	direction	NOUN
fbem-31988	187	43	.	.	PUNCT
fbem-31988	188	1	while	while	SCONJ
fbem-31988	188	2	improving	improve	VERB
fbem-31988	188	3	residents	resident	NOUN
fbem-31988	188	4	'	'	PART
fbem-31988	188	5	quality	quality	NOUN
fbem-31988	188	6	of	of	ADP
fbem-31988	188	7	life	life	NOUN
fbem-31988	188	8	,	,	PUNCT
fbem-31988	188	9	it	it	PRON
fbem-31988	188	10	also	also	ADV
fbem-31988	188	11	enhances	enhance	VERB
fbem-31988	188	12	the	the	DET
fbem-31988	188	13	resilience	resilience	NOUN
fbem-31988	188	14	and	and	CCONJ
fbem-31988	188	15	adaptability	adaptability	NOUN
fbem-31988	188	16	of	of	ADP
fbem-31988	188	17	cities	city	NOUN
fbem-31988	188	18	to	to	ADP
fbem-31988	188	19	various	various	ADJ
fbem-31988	188	20	challenges	challenge	NOUN
fbem-31988	188	21	.	.	PUNCT
fbem-31988	189	1	in	in	ADP
fbem-31988	189	2	terms	term	NOUN
fbem-31988	189	3	of	of	ADP
fbem-31988	189	4	emergency	emergency	NOUN
fbem-31988	189	5	management	management	NOUN
fbem-31988	189	6	,	,	PUNCT
fbem-31988	189	7	increasing	increase	VERB
fbem-31988	189	8	the	the	DET
fbem-31988	189	9	response	response	NOUN
fbem-31988	189	10	capacity	capacity	NOUN
fbem-31988	189	11	of	of	ADP
fbem-31988	189	12	the	the	DET
fbem-31988	189	13	government	government	NOUN
fbem-31988	189	14	and	and	CCONJ
fbem-31988	189	15	social	social	ADJ
fbem-31988	189	16	organizations	organization	NOUN
fbem-31988	189	17	by	by	ADP
fbem-31988	189	18	50	50	NUM
fbem-31988	189	19	%	%	NOUN
fbem-31988	189	20	will	will	AUX
fbem-31988	189	21	greatly	greatly	ADV
fbem-31988	189	22	improve	improve	VERB
fbem-31988	189	23	the	the	DET
fbem-31988	189	24	efficiency	efficiency	NOUN
fbem-31988	189	25	and	and	CCONJ
fbem-31988	189	26	effectiveness	effectiveness	NOUN
fbem-31988	189	27	of	of	ADP
fbem-31988	189	28	urban	urban	ADJ
fbem-31988	189	29	emergency	emergency	NOUN
fbem-31988	189	30	rescue	rescue	NOUN
fbem-31988	189	31	,	,	PUNCT
fbem-31988	189	32	enhance	enhance	VERB
fbem-31988	189	33	urban	urban	ADJ
fbem-31988	189	34	cohesion	cohesion	NOUN
fbem-31988	189	35	and	and	CCONJ
fbem-31988	189	36	disaster	disaster	NOUN
fbem-31988	189	37	resistance	resistance	NOUN
fbem-31988	189	38	,	,	PUNCT
fbem-31988	189	39	ensure	ensure	VERB
fbem-31988	189	40	urban	urban	ADJ
fbem-31988	189	41	stability	stability	NOUN
fbem-31988	189	42	and	and	CCONJ
fbem-31988	189	43	sustainable	sustainable	ADJ
fbem-31988	189	44	development	development	NOUN
fbem-31988	189	45	,	,	PUNCT
fbem-31988	189	46	and	and	CCONJ
fbem-31988	189	47	continuously	continuously	ADV
fbem-31988	189	48	strengthen	strengthen	VERB
fbem-31988	189	49	the	the	DET
fbem-31988	189	50	construction	construction	NOUN
fbem-31988	189	51	of	of	ADP
fbem-31988	189	52	emergency	emergency	NOUN
fbem-31988	189	53	management	management	NOUN
fbem-31988	189	54	system	system	NOUN
fbem-31988	189	55	to	to	PART
fbem-31988	189	56	adapt	adapt	VERB
fbem-31988	189	57	to	to	ADP
fbem-31988	189	58	risk	risk	NOUN
fbem-31988	189	59	changes	change	NOUN
fbem-31988	189	60	.	.	PUNCT
fbem-31988	190	1	references	reference	NOUN
fbem-31988	190	2	[	[	X
fbem-31988	190	3	1	1	NUM
fbem-31988	190	4	]	]	PUNCT
fbem-31988	190	5	xu	xu	PROPN
fbem-31988	190	6	dandan	dandan	PROPN
fbem-31988	190	7	.	.	PROPN
fbem-31988	191	1	comparative	comparative	ADJ
fbem-31988	191	2	study	study	NOUN
fbem-31988	191	3	on	on	ADP
fbem-31988	191	4	xi'an	xi'an	PROPN
fbem-31988	191	5	housing	housing	PROPN
fbem-31988	191	6	price	price	NOUN
fbem-31988	191	7	forecast	forecast	NOUN
fbem-31988	191	8	based	base	VERB
fbem-31988	191	9	on	on	ADP
fbem-31988	191	10	multiple	multiple	ADJ
fbem-31988	191	11	linear	linear	ADJ
fbem-31988	191	12	regression	regression	NOUN
fbem-31988	191	13	model	model	NOUN
fbem-31988	191	14	and	and	CCONJ
fbem-31988	191	15	bp	bp	PROPN
fbem-31988	191	16	neural	neural	ADJ
fbem-31988	191	17	network	network	NOUN
fbem-31988	192	1	[	[	X
fbem-31988	192	2	j	j	X
fbem-31988	192	3	]	]	X
fbem-31988	192	4	.	.	PUNCT
fbem-31988	193	1	real	real	ADJ
fbem-31988	193	2	estate	estate	NOUN
fbem-31988	193	3	world	world	NOUN
fbem-31988	193	4	,	,	PUNCT
fbem-31988	193	5	2022	2022	NUM
fbem-31988	193	6	(	(	PUNCT
fbem-31988	193	7	08	08	NUM
fbem-31988	193	8	):	):	PUNCT
fbem-31988	193	9	11	11	NUM
fbem-31988	193	10	-	-	SYM
fbem-31988	193	11	13	13	NUM
fbem-31988	193	12	.	.	PUNCT
fbem-31988	194	1	[	[	X
fbem-31988	194	2	2	2	NUM
fbem-31988	194	3	]	]	PUNCT
fbem-31988	194	4	cui	cui	NOUN
fbem-31988	194	5	huiying	huiying	NOUN
fbem-31988	194	6	.	.	PUNCT
fbem-31988	195	1	research	research	NOUN
fbem-31988	195	2	on	on	ADP
fbem-31988	195	3	improvement	improvement	NOUN
fbem-31988	195	4	based	base	VERB
fbem-31988	195	5	on	on	ADP
fbem-31988	195	6	extreme	extreme	ADJ
fbem-31988	195	7	random	random	ADJ
fbem-31988	195	8	forest	forest	NOUN
fbem-31988	195	9	algorithm	algorithm	NOUN
fbem-31988	195	10	and	and	CCONJ
fbem-31988	195	11	second	second	ADJ
fbem-31988	195	12	-	-	PUNCT
fbem-31988	195	13	hand	hand	NOUN
fbem-31988	195	14	housing	housing	NOUN
fbem-31988	195	15	price	price	NOUN
fbem-31988	195	16	prediction	prediction	NOUN
fbem-31988	196	1	[	[	X
fbem-31988	196	2	d	d	X
fbem-31988	196	3	]	]	X
fbem-31988	196	4	.	.	PUNCT
fbem-31988	197	1	dalian	dalian	PROPN
fbem-31988	197	2	jiaotong	jiaotong	PROPN
fbem-31988	197	3	university	university	PROPN
fbem-31988	197	4	:	:	PUNCT
fbem-31988	197	5	2023	2023	NUM
fbem-31988	197	6	.	.	PUNCT
fbem-31988	198	1	doi	doi	NOUN
fbem-31988	198	2	:	:	PUNCT
fbem-31988	198	3	10.26990	10.26990	NUM
fbem-31988	198	4	/	/	SYM
fbem-31988	198	5	d.cnki.gsltc.2023	d.cnki.gsltc.2023	NOUN
fbem-31988	198	6	.	.	X
fbem-31988	198	7	000640	000640	NUM
fbem-31988	198	8	.	.	PUNCT
fbem-31988	199	1	[	[	X
fbem-31988	199	2	3	3	NUM
fbem-31988	199	3	]	]	X
fbem-31988	199	4	zhou	zhou	PROPN
fbem-31988	199	5	liangjin	liangjin	PROPN
fbem-31988	199	6	,	,	PUNCT
fbem-31988	199	7	zhao	zhao	PROPN
fbem-31988	199	8	mingyang	mingyang	PROPN
fbem-31988	199	9	.	.	PUNCT
fbem-31988	200	1	analysis	analysis	NOUN
fbem-31988	200	2	of	of	ADP
fbem-31988	200	3	second	second	ADJ
fbem-31988	200	4	-	-	PUNCT
fbem-31988	200	5	hand	hand	NOUN
fbem-31988	200	6	housing	housing	NOUN
fbem-31988	200	7	prices	price	NOUN
fbem-31988	200	8	in	in	ADP
fbem-31988	200	9	shenzhen	shenzhen	PROPN
fbem-31988	200	10	based	base	VERB
fbem-31988	200	11	on	on	ADP
fbem-31988	200	12	random	random	ADJ
fbem-31988	200	13	forest	forest	NOUN
fbem-31988	201	1	[	[	X
fbem-31988	201	2	j	j	X
fbem-31988	201	3	]	]	X
fbem-31988	201	4	.	.	PUNCT
fbem-31988	202	1	china	china	PROPN
fbem-31988	202	2	market	market	PROPN
fbem-31988	202	3	,	,	PUNCT
fbem-31988	202	4	2022	2022	NUM
fbem-31988	202	5	(	(	PUNCT
fbem-31988	202	6	26	26	NUM
fbem-31988	202	7	):	):	PUNCT
fbem-31988	202	8	68	68	NUM
fbem-31988	202	9	-	-	SYM
fbem-31988	202	10	71	71	NUM
fbem-31988	202	11	+133	+133	NUM
fbem-31988	202	12	.	.	PUNCT
fbem-31988	203	1	doi	doi	NOUN
fbem-31988	203	2	:	:	PUNCT
fbem-31988	203	3	10.13939	10.13939	NUM
fbem-31988	203	4	/	/	SYM
fbem-31988	203	5	j.cnki.zgsc.2022	j.cnki.zgsc.2022	NOUN
fbem-31988	203	6	.	.	PUNCT
fbem-31988	204	1	26.068	26.068	NUM
fbem-31988	204	2	.	.	PUNCT
fbem-31988	205	1	[	[	X
fbem-31988	205	2	4	4	NUM
fbem-31988	205	3	]	]	X
fbem-31988	205	4	li	li	PROPN
fbem-31988	205	5	jing	jing	PROPN
fbem-31988	205	6	.	.	PUNCT
fbem-31988	206	1	"	"	PUNCT
fbem-31988	206	2	research	research	NOUN
fbem-31988	206	3	on	on	ADP
fbem-31988	206	4	the	the	DET
fbem-31988	206	5	application	application	NOUN
fbem-31988	206	6	of	of	ADP
fbem-31988	206	7	big	big	ADJ
fbem-31988	206	8	data	datum	NOUN
fbem-31988	206	9	statistical	statistical	ADJ
fbem-31988	206	10	analysis	analysis	NOUN
fbem-31988	206	11	in	in	ADP
fbem-31988	206	12	urban	urban	ADJ
fbem-31988	206	13	planning	planning	NOUN
fbem-31988	206	14	and	and	CCONJ
fbem-31988	206	15	construction	construction	NOUN
fbem-31988	206	16	"	"	PUNCT
fbem-31988	206	17	.	.	PUNCT
fbem-31988	207	1	journal	journal	PROPN
fbem-31988	207	2	of	of	ADP
fbem-31988	207	3	hulun	hulun	PROPN
fbem-31988	207	4	buir	buir	PROPN
fbem-31988	207	5	college	college	NOUN
fbem-31988	207	6	32.02	32.02	NUM
fbem-31988	207	7	(	(	PUNCT
fbem-31988	207	8	2024	2024	NUM
fbem-31988	207	9	):	):	PUNCT
fbem-31988	207	10	79	79	NUM
fbem-31988	207	11	-	-	SYM
fbem-31988	207	12	82	82	NUM
fbem-31988	207	13	.	.	PUNCT
fbem-31988	208	1	[	[	X
fbem-31988	208	2	5	5	NUM
fbem-31988	208	3	]	]	SYM
fbem-31988	208	4	hu	hu	PROPN
fbem-31988	208	5	zhichao	zhichao	PROPN
fbem-31988	208	6	,	,	PUNCT
fbem-31988	208	7	wang	wang	PROPN
fbem-31988	208	8	xinhao	xinhao	PROPN
fbem-31988	208	9	,	,	PUNCT
fbem-31988	208	10	zhang	zhang	PROPN
fbem-31988	208	11	jian	jian	PROPN
fbem-31988	208	12	,	,	PUNCT
fbem-31988	208	13	huang	huang	PROPN
fbem-31988	208	14	shengxiong	shengxiong	PROPN
fbem-31988	208	15	.	.	PUNCT
fbem-31988	209	1	urban	urban	ADJ
fbem-31988	209	2	resilience	resilience	NOUN
fbem-31988	209	3	evaluation	evaluation	NOUN
fbem-31988	209	4	system	system	NOUN
fbem-31988	209	5	and	and	CCONJ
fbem-31988	209	6	improvement	improvement	NOUN
fbem-31988	209	7	strategy	strategy	NOUN
fbem-31988	210	1	[	[	X
fbem-31988	210	2	j	j	X
fbem-31988	210	3	]	]	X
fbem-31988	210	4	.	.	PUNCT
fbem-31988	211	1	macroeconomic	macroeconomic	ADJ
fbem-31988	211	2	management	management	NOUN
fbem-31988	211	3	,	,	PUNCT
fbem-31988	211	4	2021	2021	NUM
fbem-31988	211	5	(	(	PUNCT
fbem-31988	211	6	11	11	NUM
fbem-31988	211	7	):	):	PUNCT
fbem-31988	211	8	72	72	NUM
fbem-31988	211	9	-	-	SYM
fbem-31988	211	10	77	77	NUM
fbem-31988	211	11	.	.	PUNCT
fbem-31988	212	1	doi	doi	NOUN
fbem-31988	212	2	:	:	PUNCT
fbem-31988	212	3	10.19709	10.19709	NUM
fbem-31988	212	4	/	/	SYM
fbem-31988	212	5	j.cnki.11	j.cnki.11	PROPN
fbem-31988	212	6	-	-	PUNCT
fbem-31988	212	7	3199	3199	NUM
fbem-31988	212	8	/	/	SYM
fbem-31988	212	9	f.2021	f.2021	NOUN
fbem-31988	212	10	.	.	PUNCT
fbem-31988	213	1	11.019	11.019	NUM
fbem-31988	213	2	.	.	PUNCT