id	sid	tid	token	lemma	pos
ajst-25956	1	1	academic	academic	ADJ
ajst-25956	1	2	journal	journal	NOUN
ajst-25956	1	3	of	of	ADP
ajst-25956	1	4	science	science	NOUN
ajst-25956	1	5	and	and	CCONJ
ajst-25956	1	6	technology	technology	NOUN
ajst-25956	1	7	issn	issn	NOUN
ajst-25956	1	8	:	:	PUNCT
ajst-25956	1	9	2771	2771	NUM
ajst-25956	1	10	-	-	SYM
ajst-25956	1	11	3032	3032	NUM
ajst-25956	1	12	|	|	NOUN
ajst-25956	1	13	vol	vol	NOUN
ajst-25956	1	14	.	.	PROPN
ajst-25956	2	1	12	12	NUM
ajst-25956	2	2	,	,	PUNCT
ajst-25956	2	3	no	no	INTJ
ajst-25956	2	4	.	.	NOUN
ajst-25956	2	5	3	3	NUM
ajst-25956	2	6	,	,	PUNCT
ajst-25956	2	7	2024	2024	NUM
ajst-25956	2	8	101	101	NUM
ajst-25956	2	9	regional	regional	ADJ
ajst-25956	2	10	logistics	logistic	NOUN
ajst-25956	2	11	demand	demand	NOUN
ajst-25956	2	12	prediction	prediction	NOUN
ajst-25956	2	13	using	use	VERB
ajst-25956	2	14	bp	bp	PROPN
ajst-25956	2	15	neural	neural	ADJ
ajst-25956	2	16	network	network	NOUN
ajst-25956	2	17	based	base	VERB
ajst-25956	2	18	on	on	ADP
ajst-25956	2	19	particle	particle	NOUN
ajst-25956	2	20	swarm	swarm	NOUN
ajst-25956	2	21	optimization	optimization	PROPN
ajst-25956	2	22	fei	fei	PROPN
ajst-25956	2	23	wang	wang	PROPN
ajst-25956	2	24	school	school	PROPN
ajst-25956	2	25	of	of	ADP
ajst-25956	2	26	energy	energy	NOUN
ajst-25956	2	27	science	science	NOUN
ajst-25956	2	28	and	and	CCONJ
ajst-25956	2	29	engineering	engineering	NOUN
ajst-25956	2	30	,	,	PUNCT
ajst-25956	2	31	henan	henan	PROPN
ajst-25956	2	32	polytechnic	polytechnic	PROPN
ajst-25956	2	33	university	university	PROPN
ajst-25956	2	34	,	,	PUNCT
ajst-25956	2	35	jiaozuo	jiaozuo	PROPN
ajst-25956	2	36	454003	454003	NUM
ajst-25956	2	37	,	,	PUNCT
ajst-25956	2	38	china	china	PROPN
ajst-25956	2	39	abstract	abstract	PROPN
ajst-25956	2	40	:	:	PUNCT
ajst-25956	2	41	accurate	accurate	ADJ
ajst-25956	2	42	regional	regional	ADJ
ajst-25956	2	43	logistics	logistic	NOUN
ajst-25956	2	44	demand	demand	NOUN
ajst-25956	2	45	prediction	prediction	NOUN
ajst-25956	2	46	is	be	AUX
ajst-25956	2	47	an	an	DET
ajst-25956	2	48	indispensable	indispensable	ADJ
ajst-25956	2	49	part	part	NOUN
ajst-25956	2	50	of	of	ADP
ajst-25956	2	51	a	a	DET
ajst-25956	2	52	scientific	scientific	ADJ
ajst-25956	2	53	and	and	CCONJ
ajst-25956	2	54	reasonable	reasonable	ADJ
ajst-25956	2	55	logistics	logistic	NOUN
ajst-25956	2	56	construction	construction	NOUN
ajst-25956	2	57	system	system	NOUN
ajst-25956	2	58	.	.	PUNCT
ajst-25956	3	1	this	this	DET
ajst-25956	3	2	article	article	NOUN
ajst-25956	3	3	mainly	mainly	ADV
ajst-25956	3	4	uses	use	VERB
ajst-25956	3	5	machine	machine	NOUN
ajst-25956	3	6	learning	learning	NOUN
ajst-25956	3	7	methods	method	NOUN
ajst-25956	3	8	to	to	PART
ajst-25956	3	9	screen	screen	NOUN
ajst-25956	3	10	features	feature	NOUN
ajst-25956	3	11	,	,	PUNCT
ajst-25956	3	12	select	select	VERB
ajst-25956	3	13	effective	effective	ADJ
ajst-25956	3	14	features	feature	NOUN
ajst-25956	3	15	,	,	PUNCT
ajst-25956	3	16	and	and	CCONJ
ajst-25956	3	17	then	then	ADV
ajst-25956	3	18	uses	use	VERB
ajst-25956	3	19	intelligent	intelligent	ADJ
ajst-25956	3	20	algorithms	algorithm	NOUN
ajst-25956	3	21	to	to	PART
ajst-25956	3	22	optimize	optimize	VERB
ajst-25956	3	23	the	the	DET
ajst-25956	3	24	bp	bp	PROPN
ajst-25956	3	25	neural	neural	ADJ
ajst-25956	3	26	network	network	NOUN
ajst-25956	3	27	.	.	PUNCT
ajst-25956	4	1	the	the	DET
ajst-25956	4	2	optimized	optimize	VERB
ajst-25956	4	3	model	model	NOUN
ajst-25956	4	4	is	be	AUX
ajst-25956	4	5	trained	train	VERB
ajst-25956	4	6	and	and	CCONJ
ajst-25956	4	7	predicted	predict	VERB
ajst-25956	4	8	for	for	ADP
ajst-25956	4	9	the	the	DET
ajst-25956	4	10	future	future	NOUN
ajst-25956	4	11	,	,	PUNCT
ajst-25956	4	12	optimizing	optimize	VERB
ajst-25956	4	13	research	research	NOUN
ajst-25956	4	14	on	on	ADP
ajst-25956	4	15	regional	regional	ADJ
ajst-25956	4	16	logistics	logistic	NOUN
ajst-25956	4	17	demand	demand	NOUN
ajst-25956	4	18	prediction	prediction	NOUN
ajst-25956	4	19	,	,	PUNCT
ajst-25956	4	20	and	and	CCONJ
ajst-25956	4	21	providing	provide	VERB
ajst-25956	4	22	effective	effective	ADJ
ajst-25956	4	23	suggestions	suggestion	NOUN
ajst-25956	4	24	for	for	ADP
ajst-25956	4	25	the	the	DET
ajst-25956	4	26	development	development	NOUN
ajst-25956	4	27	of	of	ADP
ajst-25956	4	28	the	the	DET
ajst-25956	4	29	logistics	logistic	NOUN
ajst-25956	4	30	industry	industry	NOUN
ajst-25956	4	31	.	.	PUNCT
ajst-25956	5	1	this	this	DET
ajst-25956	5	2	article	article	NOUN
ajst-25956	5	3	first	first	ADV
ajst-25956	5	4	uses	use	VERB
ajst-25956	5	5	the	the	DET
ajst-25956	5	6	random	random	ADJ
ajst-25956	5	7	forest	forest	NOUN
ajst-25956	5	8	algorithm	algorithm	NOUN
ajst-25956	5	9	to	to	PART
ajst-25956	5	10	select	select	VERB
ajst-25956	5	11	features	feature	NOUN
ajst-25956	5	12	,	,	PUNCT
ajst-25956	5	13	eliminate	eliminate	VERB
ajst-25956	5	14	redundant	redundant	ADJ
ajst-25956	5	15	features	feature	NOUN
ajst-25956	5	16	,	,	PUNCT
ajst-25956	5	17	and	and	CCONJ
ajst-25956	5	18	then	then	ADV
ajst-25956	5	19	uses	use	VERB
ajst-25956	5	20	particle	particle	NOUN
ajst-25956	5	21	swarm	swarm	NOUN
ajst-25956	5	22	optimization	optimization	NOUN
ajst-25956	5	23	algorithm	algorithm	NOUN
ajst-25956	5	24	to	to	PART
ajst-25956	5	25	optimize	optimize	VERB
ajst-25956	5	26	the	the	DET
ajst-25956	5	27	parameters	parameter	NOUN
ajst-25956	5	28	of	of	ADP
ajst-25956	5	29	the	the	DET
ajst-25956	5	30	bp	bp	PROPN
ajst-25956	5	31	neural	neural	PROPN
ajst-25956	5	32	network	network	NOUN
ajst-25956	5	33	to	to	PART
ajst-25956	5	34	improve	improve	VERB
ajst-25956	5	35	model	model	NOUN
ajst-25956	5	36	performance	performance	NOUN
ajst-25956	5	37	.	.	PUNCT
ajst-25956	6	1	finally	finally	ADV
ajst-25956	6	2	,	,	PUNCT
ajst-25956	6	3	grey	grey	ADJ
ajst-25956	6	4	prediction	prediction	NOUN
ajst-25956	6	5	is	be	AUX
ajst-25956	6	6	used	use	VERB
ajst-25956	6	7	to	to	PART
ajst-25956	6	8	construct	construct	VERB
ajst-25956	6	9	a	a	DET
ajst-25956	6	10	prediction	prediction	NOUN
ajst-25956	6	11	dataset	dataset	NOUN
ajst-25956	6	12	,	,	PUNCT
ajst-25956	6	13	and	and	CCONJ
ajst-25956	6	14	the	the	DET
ajst-25956	6	15	future	future	ADJ
ajst-25956	6	16	trend	trend	NOUN
ajst-25956	6	17	of	of	ADP
ajst-25956	6	18	regional	regional	ADJ
ajst-25956	6	19	logistics	logistic	NOUN
ajst-25956	6	20	demand	demand	NOUN
ajst-25956	6	21	is	be	AUX
ajst-25956	6	22	predicted	predict	VERB
ajst-25956	6	23	,	,	PUNCT
ajst-25956	6	24	based	base	VERB
ajst-25956	6	25	on	on	ADP
ajst-25956	6	26	which	which	PRON
ajst-25956	6	27	suggestions	suggestion	NOUN
ajst-25956	6	28	are	be	AUX
ajst-25956	6	29	proposed	propose	VERB
ajst-25956	6	30	.	.	PUNCT
ajst-25956	7	1	the	the	DET
ajst-25956	7	2	results	result	NOUN
ajst-25956	7	3	show	show	VERB
ajst-25956	7	4	that	that	SCONJ
ajst-25956	7	5	the	the	DET
ajst-25956	7	6	optimized	optimize	VERB
ajst-25956	7	7	combination	combination	NOUN
ajst-25956	7	8	model	model	NOUN
ajst-25956	7	9	proposed	propose	VERB
ajst-25956	7	10	in	in	ADP
ajst-25956	7	11	this	this	DET
ajst-25956	7	12	article	article	NOUN
ajst-25956	7	13	can	can	AUX
ajst-25956	7	14	effectively	effectively	ADV
ajst-25956	7	15	improve	improve	VERB
ajst-25956	7	16	prediction	prediction	NOUN
ajst-25956	7	17	accuracy	accuracy	NOUN
ajst-25956	7	18	and	and	CCONJ
ajst-25956	7	19	make	make	VERB
ajst-25956	7	20	an	an	DET
ajst-25956	7	21	effective	effective	ADJ
ajst-25956	7	22	contribution	contribution	NOUN
ajst-25956	7	23	to	to	ADP
ajst-25956	7	24	the	the	DET
ajst-25956	7	25	development	development	NOUN
ajst-25956	7	26	of	of	ADP
ajst-25956	7	27	regional	regional	ADJ
ajst-25956	7	28	logistics	logistic	NOUN
ajst-25956	7	29	.	.	PUNCT
ajst-25956	8	1	keywords	keyword	NOUN
ajst-25956	8	2	:	:	PUNCT
ajst-25956	8	3	logistics	logistic	NOUN
ajst-25956	8	4	forecasting	forecasting	NOUN
ajst-25956	8	5	;	;	PUNCT
ajst-25956	8	6	pso	pso	NOUN
ajst-25956	8	7	algorithm	algorithm	NOUN
ajst-25956	8	8	;	;	PUNCT
ajst-25956	8	9	bp	bp	PROPN
ajst-25956	8	10	neural	neural	ADJ
ajst-25956	8	11	network	network	NOUN
ajst-25956	8	12	;	;	PUNCT
ajst-25956	8	13	rf	rf	NOUN
ajst-25956	8	14	.	.	NOUN
ajst-25956	8	15	1	1	NUM
ajst-25956	8	16	.	.	X
ajst-25956	8	17	introduction	introduction	NOUN
ajst-25956	8	18	with	with	ADP
ajst-25956	8	19	the	the	DET
ajst-25956	8	20	rapid	rapid	ADJ
ajst-25956	8	21	development	development	NOUN
ajst-25956	8	22	of	of	ADP
ajst-25956	8	23	the	the	DET
ajst-25956	8	24	economy	economy	NOUN
ajst-25956	8	25	,	,	PUNCT
ajst-25956	8	26	logistics	logistic	NOUN
ajst-25956	8	27	development	development	NOUN
ajst-25956	8	28	opportunities	opportunity	NOUN
ajst-25956	8	29	and	and	CCONJ
ajst-25956	8	30	challenges	challenge	NOUN
ajst-25956	8	31	co	co	NOUN
ajst-25956	8	32	-	-	NOUN
ajst-25956	8	33	exist	exist	VERB
ajst-25956	8	34	,	,	PUNCT
ajst-25956	8	35	regional	regional	ADJ
ajst-25956	8	36	logistics	logistic	NOUN
ajst-25956	8	37	demand	demand	NOUN
ajst-25956	8	38	forecasting	forecasting	NOUN
ajst-25956	8	39	for	for	ADP
ajst-25956	8	40	logistics	logistic	NOUN
ajst-25956	8	41	development	development	NOUN
ajst-25956	8	42	planning	planning	NOUN
ajst-25956	8	43	,	,	PUNCT
ajst-25956	8	44	project	project	NOUN
ajst-25956	8	45	decision	decision	NOUN
ajst-25956	8	46	-	-	PUNCT
ajst-25956	8	47	making	making	NOUN
ajst-25956	8	48	to	to	PART
ajst-25956	8	49	provide	provide	VERB
ajst-25956	8	50	a	a	DET
ajst-25956	8	51	scientific	scientific	ADJ
ajst-25956	8	52	basis	basis	NOUN
ajst-25956	8	53	,	,	PUNCT
ajst-25956	8	54	but	but	CCONJ
ajst-25956	8	55	logistics	logistic	NOUN
ajst-25956	8	56	demand	demand	NOUN
ajst-25956	8	57	is	be	AUX
ajst-25956	8	58	non	non	ADJ
ajst-25956	8	59	-	-	ADJ
ajst-25956	8	60	linear	linear	ADJ
ajst-25956	8	61	,	,	PUNCT
ajst-25956	8	62	instability	instability	NOUN
ajst-25956	8	63	and	and	CCONJ
ajst-25956	8	64	other	other	ADJ
ajst-25956	8	65	characteristics	characteristic	NOUN
ajst-25956	8	66	,	,	PUNCT
ajst-25956	8	67	it	it	PRON
ajst-25956	8	68	is	be	AUX
ajst-25956	8	69	difficult	difficult	ADJ
ajst-25956	8	70	to	to	PART
ajst-25956	8	71	grasp	grasp	VERB
ajst-25956	8	72	its	its	PRON
ajst-25956	8	73	development	development	NOUN
ajst-25956	8	74	trend	trend	NOUN
ajst-25956	8	75	,	,	PUNCT
ajst-25956	8	76	affecting	affect	VERB
ajst-25956	8	77	the	the	DET
ajst-25956	8	78	rapid	rapid	ADJ
ajst-25956	8	79	development	development	NOUN
ajst-25956	8	80	of	of	ADP
ajst-25956	8	81	regional	regional	ADJ
ajst-25956	8	82	logistics	logistic	NOUN
ajst-25956	8	83	economy	economy	NOUN
ajst-25956	8	84	.	.	PUNCT
ajst-25956	9	1	to	to	PART
ajst-25956	9	2	address	address	VERB
ajst-25956	9	3	this	this	DET
ajst-25956	9	4	issue	issue	NOUN
ajst-25956	9	5	,	,	PUNCT
ajst-25956	9	6	this	this	DET
ajst-25956	9	7	paper	paper	NOUN
ajst-25956	9	8	attempts	attempt	VERB
ajst-25956	9	9	to	to	PART
ajst-25956	9	10	use	use	VERB
ajst-25956	9	11	algorithms	algorithm	NOUN
ajst-25956	9	12	and	and	CCONJ
ajst-25956	9	13	data	datum	NOUN
ajst-25956	9	14	to	to	PART
ajst-25956	9	15	build	build	VERB
ajst-25956	9	16	a	a	DET
ajst-25956	9	17	reasonable	reasonable	ADJ
ajst-25956	9	18	mathematical	mathematical	ADJ
ajst-25956	9	19	model	model	NOUN
ajst-25956	9	20	of	of	ADP
ajst-25956	9	21	regional	regional	ADJ
ajst-25956	9	22	logistics	logistic	NOUN
ajst-25956	9	23	demand	demand	NOUN
ajst-25956	9	24	for	for	ADP
ajst-25956	9	25	reasonable	reasonable	ADJ
ajst-25956	9	26	forecasting	forecasting	NOUN
ajst-25956	9	27	,	,	PUNCT
ajst-25956	9	28	the	the	DET
ajst-25956	9	29	construction	construction	NOUN
ajst-25956	9	30	of	of	ADP
ajst-25956	9	31	china	china	PROPN
ajst-25956	9	32	's	's	PART
ajst-25956	9	33	logistics	logistic	NOUN
ajst-25956	9	34	and	and	CCONJ
ajst-25956	9	35	transportation	transportation	NOUN
ajst-25956	9	36	system	system	NOUN
ajst-25956	9	37	,	,	PUNCT
ajst-25956	9	38	the	the	DET
ajst-25956	9	39	planning	planning	NOUN
ajst-25956	9	40	and	and	CCONJ
ajst-25956	9	41	layout	layout	NOUN
ajst-25956	9	42	of	of	ADP
ajst-25956	9	43	logistics	logistic	NOUN
ajst-25956	9	44	enterprises	enterprise	NOUN
ajst-25956	9	45	,	,	PUNCT
ajst-25956	9	46	the	the	DET
ajst-25956	9	47	improvement	improvement	NOUN
ajst-25956	9	48	of	of	ADP
ajst-25956	9	49	the	the	DET
ajst-25956	9	50	quality	quality	NOUN
ajst-25956	9	51	of	of	ADP
ajst-25956	9	52	logistics	logistic	NOUN
ajst-25956	9	53	services	service	NOUN
ajst-25956	9	54	are	be	AUX
ajst-25956	9	55	of	of	ADP
ajst-25956	9	56	great	great	ADJ
ajst-25956	9	57	significance.[1	significance.[1	NUM
ajst-25956	9	58	]	]	PUNCT
ajst-25956	9	59	。	。	PUNCT
ajst-25956	9	60	in	in	ADP
ajst-25956	9	61	demand	demand	NOUN
ajst-25956	9	62	forecasting	forecasting	NOUN
ajst-25956	9	63	,	,	PUNCT
ajst-25956	9	64	some	some	DET
ajst-25956	9	65	scholars	scholar	NOUN
ajst-25956	9	66	use	use	VERB
ajst-25956	9	67	traditional	traditional	ADJ
ajst-25956	9	68	statistical	statistical	ADJ
ajst-25956	9	69	methods	method	NOUN
ajst-25956	9	70	to	to	PART
ajst-25956	9	71	forecast	forecast	VERB
ajst-25956	9	72	demand	demand	NOUN
ajst-25956	9	73	,	,	PUNCT
ajst-25956	9	74	such	such	ADJ
ajst-25956	9	75	as	as	ADP
ajst-25956	9	76	gray	gray	ADJ
ajst-25956	9	77	forecasting	forecasting	NOUN
ajst-25956	10	1	[	[	X
ajst-25956	10	2	2	2	NUM
ajst-25956	10	3	]	]	PUNCT
ajst-25956	10	4	,	,	PUNCT
ajst-25956	10	5	arima	arima	PROPN
ajst-25956	10	6	[	[	X
ajst-25956	10	7	3	3	NUM
ajst-25956	10	8	]	]	X
ajst-25956	10	9	arima	arima	NOUN
ajst-25956	10	10	,	,	PUNCT
ajst-25956	10	11	multiple	multiple	ADJ
ajst-25956	10	12	regression	regression	NOUN
ajst-25956	10	13	[	[	X
ajst-25956	10	14	4	4	X
ajst-25956	10	15	]	]	PUNCT
ajst-25956	10	16	in	in	ADP
ajst-25956	10	17	logistics	logistic	NOUN
ajst-25956	10	18	demand	demand	NOUN
ajst-25956	10	19	,	,	PUNCT
ajst-25956	10	20	li	li	PROPN
ajst-25956	10	21	sicong	sicong	PROPN
ajst-25956	10	22	et	et	PROPN
ajst-25956	10	23	al	al	PROPN
ajst-25956	10	24	.	.	PROPN
ajst-25956	10	25	used	use	VERB
ajst-25956	10	26	gray	gray	ADJ
ajst-25956	10	27	forecasting	forecasting	NOUN
ajst-25956	10	28	combined	combine	VERB
ajst-25956	10	29	with	with	ADP
ajst-25956	10	30	regression	regression	NOUN
ajst-25956	10	31	modeling	modeling	NOUN
ajst-25956	10	32	to	to	PART
ajst-25956	10	33	forecast	forecast	VERB
ajst-25956	10	34	the	the	DET
ajst-25956	10	35	demand	demand	NOUN
ajst-25956	10	36	for	for	ADP
ajst-25956	10	37	cold	cold	ADJ
ajst-25956	10	38	chain	chain	NOUN
ajst-25956	10	39	logistics	logistic	NOUN
ajst-25956	10	40	of	of	ADP
ajst-25956	10	41	agricultural	agricultural	ADJ
ajst-25956	10	42	products	product	NOUN
ajst-25956	10	43	in	in	ADP
ajst-25956	10	44	china[5	china[5	NUM
ajst-25956	10	45	]	]	PUNCT
ajst-25956	10	46	in	in	ADP
ajst-25956	10	47	the	the	DET
ajst-25956	10	48	logistics	logistic	NOUN
ajst-25956	10	49	demand	demand	NOUN
ajst-25956	10	50	,	,	PUNCT
ajst-25956	10	51	li	li	PROPN
ajst-25956	10	52	shapei	shapei	PROPN
ajst-25956	10	53	used	use	VERB
ajst-25956	10	54	the	the	DET
ajst-25956	10	55	method	method	NOUN
ajst-25956	10	56	of	of	ADP
ajst-25956	10	57	gray	gray	ADJ
ajst-25956	10	58	prediction	prediction	NOUN
ajst-25956	10	59	to	to	PART
ajst-25956	10	60	grasp	grasp	VERB
ajst-25956	10	61	the	the	DET
ajst-25956	10	62	uncertain	uncertain	ADJ
ajst-25956	10	63	relationship	relationship	NOUN
ajst-25956	10	64	and	and	CCONJ
ajst-25956	10	65	change	change	NOUN
ajst-25956	10	66	trend	trend	NOUN
ajst-25956	10	67	in	in	ADP
ajst-25956	10	68	the	the	DET
ajst-25956	10	69	logistics	logistic	NOUN
ajst-25956	10	70	system	system	NOUN
ajst-25956	10	71	,	,	PUNCT
ajst-25956	10	72	but	but	CCONJ
ajst-25956	10	73	the	the	DET
ajst-25956	10	74	traditional	traditional	ADJ
ajst-25956	10	75	statistical	statistical	ADJ
ajst-25956	10	76	methods	method	NOUN
ajst-25956	10	77	are	be	AUX
ajst-25956	10	78	difficult	difficult	ADJ
ajst-25956	10	79	to	to	PART
ajst-25956	10	80	grasp.[6	grasp.[6	VERB
ajst-25956	10	81	]	]	PUNCT
ajst-25956	10	82	however	however	ADV
ajst-25956	10	83	,	,	PUNCT
ajst-25956	10	84	the	the	DET
ajst-25956	10	85	traditional	traditional	ADJ
ajst-25956	10	86	statistical	statistical	ADJ
ajst-25956	10	87	methods	method	NOUN
ajst-25956	10	88	are	be	AUX
ajst-25956	10	89	difficult	difficult	ADJ
ajst-25956	10	90	to	to	PART
ajst-25956	10	91	grasp	grasp	VERB
ajst-25956	10	92	the	the	DET
ajst-25956	10	93	characteristics	characteristic	NOUN
ajst-25956	10	94	of	of	ADP
ajst-25956	10	95	unbalanced	unbalanced	ADJ
ajst-25956	10	96	and	and	CCONJ
ajst-25956	10	97	sudden	sudden	ADJ
ajst-25956	10	98	demand	demand	NOUN
ajst-25956	10	99	in	in	ADP
ajst-25956	10	100	the	the	DET
ajst-25956	10	101	time	time	NOUN
ajst-25956	10	102	dimension	dimension	NOUN
ajst-25956	10	103	,	,	PUNCT
ajst-25956	10	104	and	and	CCONJ
ajst-25956	10	105	at	at	ADP
ajst-25956	10	106	the	the	DET
ajst-25956	10	107	same	same	ADJ
ajst-25956	10	108	time	time	NOUN
ajst-25956	10	109	,	,	PUNCT
ajst-25956	10	110	with	with	ADP
ajst-25956	10	111	the	the	DET
ajst-25956	10	112	arrival	arrival	NOUN
ajst-25956	10	113	of	of	ADP
ajst-25956	10	114	the	the	DET
ajst-25956	10	115	big	big	ADJ
ajst-25956	10	116	data	data	PROPN
ajst-25956	10	117	era	era	NOUN
ajst-25956	10	118	,	,	PUNCT
ajst-25956	10	119	the	the	DET
ajst-25956	10	120	analysis	analysis	NOUN
ajst-25956	10	121	of	of	ADP
ajst-25956	10	122	large	large	ADJ
ajst-25956	10	123	-	-	PUNCT
ajst-25956	10	124	capacity	capacity	NOUN
ajst-25956	10	125	and	and	CCONJ
ajst-25956	10	126	multi	multi	ADJ
ajst-25956	10	127	-	-	ADJ
ajst-25956	10	128	dimensional	dimensional	ADJ
ajst-25956	10	129	data	datum	NOUN
ajst-25956	10	130	also	also	ADV
ajst-25956	10	131	puts	put	VERB
ajst-25956	10	132	forward	forward	ADV
ajst-25956	10	133	higher	high	ADJ
ajst-25956	10	134	requirements	requirement	NOUN
ajst-25956	10	135	for	for	ADP
ajst-25956	10	136	our	our	PRON
ajst-25956	10	137	forecasting	forecasting	NOUN
ajst-25956	10	138	methods	method	NOUN
ajst-25956	10	139	.	.	PUNCT
ajst-25956	11	1	in	in	ADP
ajst-25956	11	2	order	order	NOUN
ajst-25956	11	3	to	to	PART
ajst-25956	11	4	better	well	ADV
ajst-25956	11	5	process	process	VERB
ajst-25956	11	6	high	high	ADJ
ajst-25956	11	7	-	-	PUNCT
ajst-25956	11	8	dimensional	dimensional	ADJ
ajst-25956	11	9	data	datum	NOUN
ajst-25956	11	10	,	,	PUNCT
ajst-25956	11	11	neural	neural	ADJ
ajst-25956	11	12	network	network	NOUN
ajst-25956	11	13	processing	processing	NOUN
ajst-25956	11	14	methods	method	NOUN
ajst-25956	11	15	have	have	AUX
ajst-25956	11	16	gradually	gradually	ADV
ajst-25956	11	17	entered	enter	VERB
ajst-25956	11	18	the	the	DET
ajst-25956	11	19	vision	vision	NOUN
ajst-25956	11	20	of	of	ADP
ajst-25956	11	21	scholars	scholar	NOUN
ajst-25956	11	22	in	in	ADP
ajst-25956	11	23	china	china	PROPN
ajst-25956	11	24	,	,	PUNCT
ajst-25956	11	25	such	such	ADJ
ajst-25956	11	26	as	as	ADP
ajst-25956	11	27	wang	wang	PROPN
ajst-25956	11	28	xinli	xinli	PROPN
ajst-25956	11	29	et	et	PROPN
ajst-25956	11	30	al	al	PROPN
ajst-25956	11	31	.	.	PROPN
ajst-25956	12	1	who	who	PRON
ajst-25956	12	2	utilized	utilize	VERB
ajst-25956	12	3	bp	bp	PROPN
ajst-25956	12	4	neural	neural	ADJ
ajst-25956	12	5	network	network	NOUN
ajst-25956	12	6	to	to	PART
ajst-25956	12	7	predict	predict	VERB
ajst-25956	12	8	the	the	DET
ajst-25956	12	9	logistics	logistic	NOUN
ajst-25956	12	10	demand	demand	NOUN
ajst-25956	12	11	of	of	ADP
ajst-25956	12	12	agricultural	agricultural	ADJ
ajst-25956	12	13	products	product	NOUN
ajst-25956	12	14	in	in	ADP
ajst-25956	12	15	china[7	china[7	NOUN
ajst-25956	12	16	]	]	PUNCT
ajst-25956	12	17	for	for	ADP
ajst-25956	12	18	example	example	NOUN
ajst-25956	12	19	,	,	PUNCT
ajst-25956	12	20	wang	wang	PROPN
ajst-25956	12	21	xinli	xinli	PROPN
ajst-25956	12	22	et	et	PROPN
ajst-25956	12	23	al	al	PROPN
ajst-25956	12	24	.	.	PROPN
ajst-25956	12	25	used	use	VERB
ajst-25956	12	26	bp	bp	PROPN
ajst-25956	12	27	neural	neural	ADJ
ajst-25956	12	28	network	network	NOUN
ajst-25956	12	29	to	to	PART
ajst-25956	12	30	forecast	forecast	VERB
ajst-25956	12	31	the	the	DET
ajst-25956	12	32	logistics	logistic	NOUN
ajst-25956	12	33	demand	demand	NOUN
ajst-25956	12	34	of	of	ADP
ajst-25956	12	35	agricultural	agricultural	ADJ
ajst-25956	12	36	products	product	NOUN
ajst-25956	12	37	in	in	ADP
ajst-25956	12	38	china.[8	china.[8	NOUN
ajst-25956	12	39	]	]	X
ajst-25956	13	1	he	he	PRON
ajst-25956	13	2	mengtong	mengtong	VERB
ajst-25956	13	3	and	and	CCONJ
ajst-25956	13	4	others	other	NOUN
ajst-25956	13	5	use	use	VERB
ajst-25956	13	6	bp	bp	PROPN
ajst-25956	13	7	neural	neural	ADJ
ajst-25956	13	8	network	network	NOUN
ajst-25956	13	9	model	model	NOUN
ajst-25956	13	10	to	to	PART
ajst-25956	13	11	analyze	analyze	VERB
ajst-25956	13	12	the	the	DET
ajst-25956	13	13	logistics	logistic	NOUN
ajst-25956	13	14	demand	demand	NOUN
ajst-25956	13	15	of	of	ADP
ajst-25956	13	16	flowers.[9	flowers.[9	NOUN
ajst-25956	13	17	]	]	PUNCT
ajst-25956	14	1	he	he	PRON
ajst-25956	14	2	mengtong	mengtong	PROPN
ajst-25956	14	3	et	et	PROPN
ajst-25956	14	4	al	al	PROPN
ajst-25956	14	5	.	.	PROPN
ajst-25956	15	1	used	use	VERB
ajst-25956	15	2	bp	bp	PROPN
ajst-25956	15	3	neural	neural	PROPN
ajst-25956	15	4	network	network	NOUN
ajst-25956	15	5	model	model	NOUN
ajst-25956	15	6	to	to	PART
ajst-25956	15	7	analyze	analyze	VERB
ajst-25956	15	8	the	the	DET
ajst-25956	15	9	demand	demand	NOUN
ajst-25956	15	10	of	of	ADP
ajst-25956	15	11	flower	flower	NOUN
ajst-25956	15	12	logistics	logistic	NOUN
ajst-25956	15	13	.	.	PUNCT
ajst-25956	16	1	however	however	ADV
ajst-25956	16	2	,	,	PUNCT
ajst-25956	16	3	bp	bp	PROPN
ajst-25956	16	4	neural	neural	ADJ
ajst-25956	16	5	network	network	NOUN
ajst-25956	16	6	in	in	ADP
ajst-25956	16	7	the	the	DET
ajst-25956	16	8	processing	processing	NOUN
ajst-25956	16	9	of	of	ADP
ajst-25956	16	10	big	big	ADJ
ajst-25956	16	11	data	datum	NOUN
ajst-25956	16	12	is	be	AUX
ajst-25956	16	13	easy	easy	ADJ
ajst-25956	16	14	to	to	PART
ajst-25956	16	15	fall	fall	VERB
ajst-25956	16	16	into	into	ADP
ajst-25956	16	17	the	the	DET
ajst-25956	16	18	local	local	ADJ
ajst-25956	16	19	optimum	optimum	NOUN
ajst-25956	16	20	,	,	PUNCT
ajst-25956	16	21	convergence	convergence	NOUN
ajst-25956	16	22	speed	speed	NOUN
ajst-25956	16	23	is	be	AUX
ajst-25956	16	24	slow	slow	ADJ
ajst-25956	16	25	,	,	PUNCT
ajst-25956	16	26	susceptible	susceptible	ADJ
ajst-25956	16	27	to	to	ADP
ajst-25956	16	28	feature	feature	NOUN
ajst-25956	16	29	noise	noise	NOUN
ajst-25956	16	30	and	and	CCONJ
ajst-25956	16	31	other	other	ADJ
ajst-25956	16	32	shortcomings	shortcoming	NOUN
ajst-25956	16	33	,	,	PUNCT
ajst-25956	16	34	to	to	PART
ajst-25956	16	35	address	address	VERB
ajst-25956	16	36	this	this	DET
ajst-25956	16	37	issue	issue	NOUN
ajst-25956	16	38	,	,	PUNCT
ajst-25956	16	39	scholars	scholar	NOUN
ajst-25956	16	40	use	use	VERB
ajst-25956	16	41	a	a	DET
ajst-25956	16	42	combination	combination	NOUN
ajst-25956	16	43	of	of	ADP
ajst-25956	16	44	models	model	NOUN
ajst-25956	16	45	to	to	PART
ajst-25956	16	46	deal	deal	VERB
ajst-25956	16	47	with	with	ADP
ajst-25956	16	48	,	,	PUNCT
ajst-25956	16	49	such	such	ADJ
ajst-25956	16	50	as	as	ADP
ajst-25956	16	51	huang	huang	PROPN
ajst-25956	16	52	et	et	PROPN
ajst-25956	16	53	al	al	PROPN
ajst-25956	16	54	.	.	PUNCT
ajst-25956	16	55	using	use	VERB
ajst-25956	16	56	gray	gray	ADJ
ajst-25956	16	57	prediction	prediction	NOUN
ajst-25956	16	58	and	and	CCONJ
ajst-25956	16	59	bp	bp	PROPN
ajst-25956	16	60	neural	neural	ADJ
ajst-25956	16	61	network	network	NOUN
ajst-25956	16	62	combination	combination	NOUN
ajst-25956	16	63	,	,	PUNCT
ajst-25956	16	64	to	to	PART
ajst-25956	16	65	improve	improve	VERB
ajst-25956	16	66	the	the	DET
ajst-25956	16	67	accuracy	accuracy	NOUN
ajst-25956	16	68	of	of	ADP
ajst-25956	16	69	prediction[10	prediction[10	NOUN
ajst-25956	16	70	]	]	PUNCT
ajst-25956	16	71	for	for	ADP
ajst-25956	16	72	example	example	NOUN
ajst-25956	16	73	,	,	PUNCT
ajst-25956	16	74	huang	huang	PROPN
ajst-25956	16	75	et	et	PROPN
ajst-25956	16	76	al	al	PROPN
ajst-25956	16	77	.	.	PUNCT
ajst-25956	17	1	use	use	VERB
ajst-25956	17	2	the	the	DET
ajst-25956	17	3	combination	combination	NOUN
ajst-25956	17	4	of	of	ADP
ajst-25956	17	5	gray	gray	ADJ
ajst-25956	17	6	prediction	prediction	NOUN
ajst-25956	17	7	and	and	CCONJ
ajst-25956	17	8	bp	bp	PROPN
ajst-25956	17	9	neural	neural	ADJ
ajst-25956	17	10	network	network	NOUN
ajst-25956	17	11	to	to	PART
ajst-25956	17	12	improve	improve	VERB
ajst-25956	17	13	the	the	DET
ajst-25956	17	14	accuracy	accuracy	NOUN
ajst-25956	17	15	of	of	ADP
ajst-25956	17	16	prediction	prediction	NOUN
ajst-25956	17	17	,	,	PUNCT
ajst-25956	17	18	and	and	CCONJ
ajst-25956	17	19	wang	wang	PROPN
ajst-25956	17	20	et	et	PROPN
ajst-25956	17	21	al	al	PROPN
ajst-25956	17	22	.	.	PUNCT
ajst-25956	18	1	use	use	VERB
ajst-25956	18	2	intelligent	intelligent	ADJ
ajst-25956	18	3	algorithms	algorithm	NOUN
ajst-25956	18	4	to	to	PART
ajst-25956	18	5	adjust	adjust	VERB
ajst-25956	18	6	the	the	DET
ajst-25956	18	7	parameters	parameter	NOUN
ajst-25956	18	8	of	of	ADP
ajst-25956	18	9	bp	bp	PROPN
ajst-25956	18	10	neural	neural	ADJ
ajst-25956	18	11	network	network	NOUN
ajst-25956	18	12	to	to	PART
ajst-25956	18	13	find	find	VERB
ajst-25956	18	14	the	the	DET
ajst-25956	18	15	optimal	optimal	ADJ
ajst-25956	18	16	parameters	parameter	NOUN
ajst-25956	18	17	and	and	CCONJ
ajst-25956	18	18	prevent	prevent	VERB
ajst-25956	18	19	it	it	PRON
ajst-25956	18	20	from	from	ADP
ajst-25956	18	21	overfitting	overfitte	VERB
ajst-25956	18	22	and	and	CCONJ
ajst-25956	18	23	falling	fall	VERB
ajst-25956	18	24	into	into	ADP
ajst-25956	18	25	local	local	ADJ
ajst-25956	18	26	optimum.[11	optimum.[11	NOUN
ajst-25956	18	27	]	]	PUNCT
ajst-25956	18	28	the	the	DET
ajst-25956	18	29	following	follow	VERB
ajst-25956	18	30	is	be	AUX
ajst-25956	18	31	a	a	DET
ajst-25956	18	32	summary	summary	NOUN
ajst-25956	18	33	of	of	ADP
ajst-25956	18	34	the	the	DET
ajst-25956	18	35	results	result	NOUN
ajst-25956	18	36	of	of	ADP
ajst-25956	18	37	the	the	DET
ajst-25956	18	38	study	study	NOUN
ajst-25956	18	39	.	.	PUNCT
ajst-25956	19	1	in	in	ADP
ajst-25956	19	2	summary	summary	NOUN
ajst-25956	19	3	,	,	PUNCT
ajst-25956	19	4	the	the	DET
ajst-25956	19	5	traditional	traditional	ADJ
ajst-25956	19	6	prediction	prediction	NOUN
ajst-25956	19	7	methods	method	NOUN
ajst-25956	19	8	are	be	AUX
ajst-25956	19	9	difficult	difficult	ADJ
ajst-25956	19	10	to	to	PART
ajst-25956	19	11	predict	predict	VERB
ajst-25956	19	12	from	from	ADP
ajst-25956	19	13	the	the	DET
ajst-25956	19	14	time	time	NOUN
ajst-25956	19	15	dimension	dimension	NOUN
ajst-25956	19	16	and	and	CCONJ
ajst-25956	19	17	space	space	NOUN
ajst-25956	19	18	dimension	dimension	NOUN
ajst-25956	19	19	,	,	PUNCT
ajst-25956	19	20	and	and	CCONJ
ajst-25956	19	21	although	although	SCONJ
ajst-25956	19	22	the	the	DET
ajst-25956	19	23	neural	neural	ADJ
ajst-25956	19	24	network	network	NOUN
ajst-25956	19	25	algorithm	algorithm	NOUN
ajst-25956	19	26	is	be	AUX
ajst-25956	19	27	widely	widely	ADV
ajst-25956	19	28	used	use	VERB
ajst-25956	19	29	in	in	ADP
ajst-25956	19	30	regional	regional	ADJ
ajst-25956	19	31	logistics	logistic	NOUN
ajst-25956	19	32	demand	demand	NOUN
ajst-25956	19	33	,	,	PUNCT
ajst-25956	19	34	it	it	PRON
ajst-25956	19	35	still	still	ADV
ajst-25956	19	36	has	have	VERB
ajst-25956	19	37	some	some	DET
ajst-25956	19	38	room	room	NOUN
ajst-25956	19	39	for	for	ADP
ajst-25956	19	40	improvement	improvement	NOUN
ajst-25956	19	41	,	,	PUNCT
ajst-25956	19	42	so	so	SCONJ
ajst-25956	19	43	this	this	DET
ajst-25956	19	44	paper	paper	NOUN
ajst-25956	19	45	seeks	seek	VERB
ajst-25956	19	46	the	the	DET
ajst-25956	19	47	optimization	optimization	NOUN
ajst-25956	19	48	of	of	ADP
ajst-25956	19	49	the	the	DET
ajst-25956	19	50	bp	bp	PROPN
ajst-25956	19	51	neural	neural	ADJ
ajst-25956	19	52	network	network	NOUN
ajst-25956	19	53	parameters	parameter	NOUN
ajst-25956	19	54	through	through	ADP
ajst-25956	19	55	the	the	DET
ajst-25956	19	56	particle	particle	NOUN
ajst-25956	19	57	swarm	swarm	NOUN
ajst-25956	19	58	algorithm	algorithm	NOUN
ajst-25956	19	59	to	to	PART
ajst-25956	19	60	ensure	ensure	VERB
ajst-25956	19	61	the	the	DET
ajst-25956	19	62	performance	performance	NOUN
ajst-25956	19	63	of	of	ADP
ajst-25956	19	64	the	the	DET
ajst-25956	19	65	model	model	NOUN
ajst-25956	19	66	,	,	PUNCT
ajst-25956	19	67	and	and	CCONJ
ajst-25956	19	68	at	at	ADP
ajst-25956	19	69	the	the	DET
ajst-25956	19	70	same	same	ADJ
ajst-25956	19	71	time	time	NOUN
ajst-25956	19	72	,	,	PUNCT
ajst-25956	19	73	considering	consider	VERB
ajst-25956	19	74	that	that	SCONJ
ajst-25956	19	75	in	in	ADP
ajst-25956	19	76	the	the	DET
ajst-25956	19	77	screening	screening	NOUN
ajst-25956	19	78	of	of	ADP
ajst-25956	19	79	the	the	DET
ajst-25956	19	80	features	feature	NOUN
ajst-25956	19	81	,	,	PUNCT
ajst-25956	19	82	the	the	DET
ajst-25956	19	83	dependence	dependence	NOUN
ajst-25956	19	84	on	on	ADP
ajst-25956	19	85	the	the	DET
ajst-25956	19	86	subjectivity	subjectivity	NOUN
ajst-25956	19	87	of	of	ADP
ajst-25956	19	88	the	the	DET
ajst-25956	19	89	people	people	NOUN
ajst-25956	19	90	is	be	AUX
ajst-25956	19	91	strong	strong	ADJ
ajst-25956	19	92	,	,	PUNCT
ajst-25956	19	93	and	and	CCONJ
ajst-25956	19	94	the	the	DET
ajst-25956	19	95	lack	lack	NOUN
ajst-25956	19	96	of	of	ADP
ajst-25956	19	97	a	a	DET
ajst-25956	19	98	scientific	scientific	ADJ
ajst-25956	19	99	method	method	NOUN
ajst-25956	19	100	of	of	ADP
ajst-25956	19	101	constructing	construct	VERB
ajst-25956	19	102	a	a	DET
ajst-25956	19	103	prediction	prediction	NOUN
ajst-25956	19	104	feature	feature	NOUN
ajst-25956	19	105	subset	subset	NOUN
ajst-25956	19	106	is	be	AUX
ajst-25956	19	107	easily	easily	ADV
ajst-25956	19	108	interference	interference	NOUN
ajst-25956	19	109	by	by	ADP
ajst-25956	19	110	data	datum	NOUN
ajst-25956	19	111	noise	noise	NOUN
ajst-25956	19	112	,	,	PUNCT
ajst-25956	19	113	so	so	SCONJ
ajst-25956	19	114	this	this	DET
ajst-25956	19	115	paper	paper	NOUN
ajst-25956	19	116	adopts	adopt	VERB
ajst-25956	19	117	the	the	DET
ajst-25956	19	118	machine	machine	NOUN
ajst-25956	19	119	learning	learning	NOUN
ajst-25956	19	120	method	method	NOUN
ajst-25956	19	121	,	,	PUNCT
ajst-25956	19	122	introduces	introduce	VERB
ajst-25956	19	123	the	the	DET
ajst-25956	19	124	random	random	ADJ
ajst-25956	19	125	forest	forest	NOUN
ajst-25956	19	126	feature	feature	NOUN
ajst-25956	19	127	screening	screen	VERB
ajst-25956	19	128	method	method	NOUN
ajst-25956	19	129	to	to	PART
ajst-25956	19	130	screen	screen	VERB
ajst-25956	19	131	the	the	DET
ajst-25956	19	132	selected	select	VERB
ajst-25956	19	133	impact	impact	NOUN
ajst-25956	19	134	indicators	indicator	NOUN
ajst-25956	19	135	,	,	PUNCT
ajst-25956	19	136	and	and	CCONJ
ajst-25956	19	137	then	then	ADV
ajst-25956	19	138	through	through	ADP
ajst-25956	19	139	the	the	DET
ajst-25956	19	140	improved	improve	VERB
ajst-25956	19	141	bp	bp	PROPN
ajst-25956	19	142	neural	neural	ADJ
ajst-25956	19	143	network	network	NOUN
ajst-25956	19	144	to	to	PART
ajst-25956	19	145	predict	predict	VERB
ajst-25956	19	146	the	the	DET
ajst-25956	19	147	logistics	logistic	NOUN
ajst-25956	19	148	demand	demand	NOUN
ajst-25956	19	149	in	in	ADP
ajst-25956	19	150	typical	typical	ADJ
ajst-25956	19	151	regions	region	NOUN
ajst-25956	19	152	.	.	PUNCT
ajst-25956	20	1	2	2	X
ajst-25956	20	2	.	.	X
ajst-25956	20	3	analytical	analytical	ADJ
ajst-25956	20	4	methods	method	NOUN
ajst-25956	20	5	2.1	2.1	NUM
ajst-25956	20	6	.	.	PUNCT
ajst-25956	21	1	bp	bp	PROPN
ajst-25956	21	2	neural	neural	PROPN
ajst-25956	21	3	network	network	PROPN
ajst-25956	21	4	bp	bp	PROPN
ajst-25956	21	5	neural	neural	PROPN
ajst-25956	21	6	network	network	NOUN
ajst-25956	21	7	is	be	AUX
ajst-25956	21	8	a	a	DET
ajst-25956	21	9	kind	kind	NOUN
ajst-25956	21	10	of	of	ADP
ajst-25956	21	11	artificial	artificial	ADJ
ajst-25956	21	12	neural	neural	ADJ
ajst-25956	21	13	network	network	NOUN
ajst-25956	21	14	with	with	ADP
ajst-25956	21	15	back	back	ADJ
ajst-25956	21	16	propagation	propagation	NOUN
ajst-25956	21	17	function	function	NOUN
ajst-25956	21	18	,	,	PUNCT
ajst-25956	21	19	which	which	PRON
ajst-25956	21	20	consists	consist	VERB
ajst-25956	21	21	of	of	ADP
ajst-25956	21	22	input	input	NOUN
ajst-25956	21	23	layer	layer	NOUN
ajst-25956	21	24	,	,	PUNCT
ajst-25956	21	25	several	several	ADJ
ajst-25956	21	26	hidden	hidden	ADJ
ajst-25956	21	27	layers	layer	NOUN
ajst-25956	21	28	and	and	CCONJ
ajst-25956	21	29	output	output	NOUN
ajst-25956	21	30	layer	layer	NOUN
ajst-25956	21	31	,	,	PUNCT
ajst-25956	21	32	the	the	DET
ajst-25956	21	33	input	input	NOUN
ajst-25956	21	34	signal	signal	NOUN
ajst-25956	21	35	in	in	ADP
ajst-25956	21	36	the	the	DET
ajst-25956	21	37	hidden	hide	VERB
ajst-25956	21	38	layer	layer	NOUN
ajst-25956	21	39	of	of	ADP
ajst-25956	21	40	neural	neural	ADJ
ajst-25956	21	41	nodes	node	NOUN
ajst-25956	21	42	through	through	ADP
ajst-25956	21	43	the	the	DET
ajst-25956	21	44	algorithm	algorithm	NOUN
ajst-25956	21	45	given	give	VERB
ajst-25956	21	46	by	by	ADP
ajst-25956	21	47	the	the	DET
ajst-25956	21	48	initial	initial	ADJ
ajst-25956	21	49	weights	weight	NOUN
ajst-25956	21	50	to	to	ADP
ajst-25956	21	51	the	the	DET
ajst-25956	21	52	output	output	NOUN
ajst-25956	21	53	layer	layer	NOUN
ajst-25956	21	54	,	,	PUNCT
ajst-25956	21	55	get	get	VERB
ajst-25956	21	56	the	the	DET
ajst-25956	21	57	predicted	predict	VERB
ajst-25956	21	58	value	value	NOUN
ajst-25956	21	59	and	and	CCONJ
ajst-25956	21	60	the	the	DET
ajst-25956	21	61	real	real	ADJ
ajst-25956	21	62	value	value	NOUN
ajst-25956	21	63	for	for	ADP
ajst-25956	21	64	comparison	comparison	NOUN
ajst-25956	21	65	,	,	PUNCT
ajst-25956	21	66	constantly	constantly	ADV
ajst-25956	21	67	use	use	VERB
ajst-25956	21	68	the	the	DET
ajst-25956	21	69	gradient	gradient	ADJ
ajst-25956	21	70	descent	descent	NOUN
ajst-25956	21	71	method	method	NOUN
ajst-25956	21	72	for	for	ADP
ajst-25956	21	73	tutored	tutor	VERB
ajst-25956	21	74	back	back	ADP
ajst-25956	21	75	propagation	propagation	NOUN
ajst-25956	21	76	learning	learning	NOUN
ajst-25956	21	77	,	,	PUNCT
ajst-25956	21	78	many	many	ADJ
ajst-25956	21	79	times	time	NOUN
ajst-25956	21	80	according	accord	VERB
ajst-25956	21	81	to	to	ADP
ajst-25956	21	82	the	the	DET
ajst-25956	21	83	magnitude	magnitude	NOUN
ajst-25956	21	84	of	of	ADP
ajst-25956	21	85	the	the	DET
ajst-25956	21	86	error	error	NOUN
ajst-25956	21	87	to	to	PART
ajst-25956	21	88	constantly	constantly	ADV
ajst-25956	21	89	102	102	NUM
ajst-25956	21	90	adjust	adjust	VERB
ajst-25956	21	91	the	the	DET
ajst-25956	21	92	weights	weight	NOUN
ajst-25956	21	93	and	and	CCONJ
ajst-25956	21	94	the	the	DET
ajst-25956	21	95	threshold	threshold	NOUN
ajst-25956	21	96	,	,	PUNCT
ajst-25956	21	97	constantly	constantly	ADV
ajst-25956	21	98	optimize	optimize	VERB
ajst-25956	21	99	the	the	DET
ajst-25956	21	100	algorithm	algorithm	NOUN
ajst-25956	21	101	process	process	NOUN
ajst-25956	21	102	,	,	PUNCT
ajst-25956	21	103	and	and	CCONJ
ajst-25956	21	104	finally	finally	ADV
ajst-25956	21	105	make	make	VERB
ajst-25956	21	106	the	the	DET
ajst-25956	21	107	error	error	NOUN
ajst-25956	21	108	to	to	PART
ajst-25956	21	109	reach	reach	VERB
ajst-25956	21	110	the	the	DET
ajst-25956	21	111	minimum	minimum	NOUN
ajst-25956	21	112	.	.	PUNCT
ajst-25956	22	1	2.2	2.2	NUM
ajst-25956	22	2	.	.	PUNCT
ajst-25956	23	1	pso	pso	NOUN
ajst-25956	23	2	algorithm	algorithm	NOUN
ajst-25956	23	3	pso	pso	NOUN
ajst-25956	23	4	(	(	PUNCT
ajst-25956	23	5	particle	particle	NOUN
ajst-25956	23	6	swarm	swarm	NOUN
ajst-25956	23	7	optimization	optimization	NOUN
ajst-25956	23	8	)	)	PUNCT
ajst-25956	23	9	is	be	AUX
ajst-25956	23	10	a	a	DET
ajst-25956	23	11	heuristic	heuristic	ADJ
ajst-25956	23	12	optimization	optimization	NOUN
ajst-25956	23	13	algorithm	algorithm	NOUN
ajst-25956	23	14	inspired	inspire	VERB
ajst-25956	23	15	by	by	ADP
ajst-25956	23	16	the	the	DET
ajst-25956	23	17	behavior	behavior	NOUN
ajst-25956	23	18	of	of	ADP
ajst-25956	23	19	groups	group	NOUN
ajst-25956	23	20	such	such	ADJ
ajst-25956	23	21	as	as	ADP
ajst-25956	23	22	flocks	flock	NOUN
ajst-25956	23	23	of	of	ADP
ajst-25956	23	24	birds	bird	NOUN
ajst-25956	23	25	or	or	CCONJ
ajst-25956	23	26	schools	school	NOUN
ajst-25956	23	27	of	of	ADP
ajst-25956	23	28	fish	fish	NOUN
ajst-25956	23	29	.	.	PUNCT
ajst-25956	24	1	it	it	PRON
ajst-25956	24	2	is	be	AUX
ajst-25956	24	3	a	a	DET
ajst-25956	24	4	population	population	NOUN
ajst-25956	24	5	intelligence	intelligence	NOUN
ajst-25956	24	6	algorithm	algorithm	NOUN
ajst-25956	24	7	for	for	ADP
ajst-25956	24	8	solving	solve	VERB
ajst-25956	24	9	optimization	optimization	NOUN
ajst-25956	24	10	problems	problem	NOUN
ajst-25956	24	11	such	such	ADJ
ajst-25956	24	12	as	as	ADP
ajst-25956	24	13	function	function	NOUN
ajst-25956	24	14	optimization	optimization	NOUN
ajst-25956	24	15	,	,	PUNCT
ajst-25956	24	16	parameter	parameter	NOUN
ajst-25956	24	17	tuning	tuning	NOUN
ajst-25956	24	18	,	,	PUNCT
ajst-25956	24	19	etc	etc	X
ajst-25956	24	20	.	.	X
ajst-25956	25	1	the	the	DET
ajst-25956	25	2	working	work	VERB
ajst-25956	25	3	principle	principle	NOUN
ajst-25956	25	4	can	can	AUX
ajst-25956	25	5	be	be	AUX
ajst-25956	25	6	explained	explain	VERB
ajst-25956	25	7	simply	simply	ADV
ajst-25956	25	8	as	as	SCONJ
ajst-25956	25	9	the	the	DET
ajst-25956	25	10	individuals	individual	NOUN
ajst-25956	25	11	in	in	ADP
ajst-25956	25	12	pso	pso	NOUN
ajst-25956	25	13	are	be	AUX
ajst-25956	25	14	called	call	VERB
ajst-25956	25	15	particles	particle	NOUN
ajst-25956	25	16	and	and	CCONJ
ajst-25956	25	17	each	each	DET
ajst-25956	25	18	particle	particle	NOUN
ajst-25956	25	19	has	have	VERB
ajst-25956	25	20	a	a	DET
ajst-25956	25	21	position	position	NOUN
ajst-25956	25	22	and	and	CCONJ
ajst-25956	25	23	velocity	velocity	NOUN
ajst-25956	25	24	vector	vector	NOUN
ajst-25956	25	25	representing	represent	VERB
ajst-25956	25	26	a	a	DET
ajst-25956	25	27	possible	possible	ADJ
ajst-25956	25	28	solution	solution	NOUN
ajst-25956	25	29	in	in	ADP
ajst-25956	25	30	the	the	DET
ajst-25956	25	31	search	search	NOUN
ajst-25956	25	32	space	space	NOUN
ajst-25956	25	33	.	.	PUNCT
ajst-25956	26	1	the	the	DET
ajst-25956	26	2	particles	particle	NOUN
ajst-25956	26	3	in	in	ADP
ajst-25956	26	4	pso	pso	NOUN
ajst-25956	26	5	adjust	adjust	VERB
ajst-25956	26	6	their	their	PRON
ajst-25956	26	7	own	own	ADJ
ajst-25956	26	8	motion	motion	NOUN
ajst-25956	26	9	by	by	ADP
ajst-25956	26	10	communicating	communicate	VERB
ajst-25956	26	11	their	their	PRON
ajst-25956	26	12	experience	experience	NOUN
ajst-25956	26	13	with	with	ADP
ajst-25956	26	14	other	other	ADJ
ajst-25956	26	15	particles	particle	NOUN
ajst-25956	26	16	.	.	PUNCT
ajst-25956	27	1	each	each	DET
ajst-25956	27	2	particle	particle	NOUN
ajst-25956	27	3	updates	update	VERB
ajst-25956	27	4	its	its	PRON
ajst-25956	27	5	position	position	NOUN
ajst-25956	27	6	and	and	CCONJ
ajst-25956	27	7	velocity	velocity	NOUN
ajst-25956	27	8	based	base	VERB
ajst-25956	27	9	on	on	ADP
ajst-25956	27	10	its	its	PRON
ajst-25956	27	11	individual	individual	ADJ
ajst-25956	27	12	experience	experience	NOUN
ajst-25956	27	13	and	and	CCONJ
ajst-25956	27	14	group	group	NOUN
ajst-25956	27	15	experience	experience	NOUN
ajst-25956	27	16	,	,	PUNCT
ajst-25956	27	17	as	as	ADV
ajst-25956	27	18	well	well	ADV
ajst-25956	27	19	as	as	ADP
ajst-25956	27	20	the	the	DET
ajst-25956	27	21	global	global	ADJ
ajst-25956	27	22	optimal	optimal	ADJ
ajst-25956	27	23	solution	solution	NOUN
ajst-25956	27	24	.	.	PUNCT
ajst-25956	28	1	the	the	DET
ajst-25956	28	2	advantages	advantage	NOUN
ajst-25956	28	3	are	be	AUX
ajst-25956	28	4	as	as	SCONJ
ajst-25956	28	5	follows	follow	VERB
ajst-25956	28	6	:	:	PUNCT
ajst-25956	28	7	(	(	PUNCT
ajst-25956	28	8	1	1	X
ajst-25956	28	9	)	)	PUNCT
ajst-25956	28	10	simple	simple	ADJ
ajst-25956	28	11	and	and	CCONJ
ajst-25956	28	12	easy	easy	ADJ
ajst-25956	28	13	to	to	PART
ajst-25956	28	14	implement	implement	VERB
ajst-25956	28	15	and	and	CCONJ
ajst-25956	28	16	understand	understand	VERB
ajst-25956	28	17	.	.	PUNCT
ajst-25956	29	1	(	(	PUNCT
ajst-25956	29	2	2	2	X
ajst-25956	29	3	)	)	PUNCT
ajst-25956	29	4	no	no	DET
ajst-25956	29	5	need	need	NOUN
ajst-25956	29	6	for	for	ADP
ajst-25956	29	7	derivative	derivative	ADJ
ajst-25956	29	8	information	information	NOUN
ajst-25956	29	9	.	.	PUNCT
ajst-25956	30	1	(	(	PUNCT
ajst-25956	30	2	3	3	X
ajst-25956	30	3	)	)	PUNCT
ajst-25956	30	4	good	good	ADJ
ajst-25956	30	5	global	global	ADJ
ajst-25956	30	6	search	search	NOUN
ajst-25956	30	7	capability	capability	NOUN
ajst-25956	30	8	.	.	PUNCT
ajst-25956	31	1	(	(	PUNCT
ajst-25956	31	2	4	4	X
ajst-25956	31	3	)	)	PUNCT
ajst-25956	31	4	applicable	applicable	ADJ
ajst-25956	31	5	to	to	ADP
ajst-25956	31	6	continuous	continuous	ADJ
ajst-25956	31	7	optimization	optimization	NOUN
ajst-25956	31	8	problems	problem	NOUN
ajst-25956	31	9	.	.	PUNCT
ajst-25956	32	1	2.3	2.3	NUM
ajst-25956	32	2	.	.	X
ajst-25956	32	3	pso	pso	NOUN
ajst-25956	32	4	-	-	PUNCT
ajst-25956	32	5	bp	bp	PROPN
ajst-25956	32	6	model	model	NOUN
ajst-25956	32	7	construction	construction	PROPN
ajst-25956	32	8	2.3.1	2.3.1	PROPN
ajst-25956	32	9	.	.	PUNCT
ajst-25956	32	10	parameter	parameter	NOUN
ajst-25956	32	11	setting	set	VERB
ajst-25956	32	12	for	for	ADP
ajst-25956	32	13	the	the	DET
ajst-25956	32	14	inertia	inertia	NOUN
ajst-25956	32	15	weights	weight	NOUN
ajst-25956	32	16	and	and	CCONJ
ajst-25956	32	17	learning	learn	VERB
ajst-25956	32	18	factors	factor	NOUN
ajst-25956	32	19	we	we	PRON
ajst-25956	32	20	apply	apply	VERB
ajst-25956	32	21	eq	eq	ADP
ajst-25956	32	22	.	.	PROPN
ajst-25956	32	23	13	13	NUM
ajst-25956	32	24	for	for	ADP
ajst-25956	32	25	adjustment	adjustment	NOUN
ajst-25956	32	26	(	(	PUNCT
ajst-25956	32	27	1	1	NUM
ajst-25956	32	28	)	)	PUNCT
ajst-25956	32	29	(	(	PUNCT
ajst-25956	32	30	2	2	NUM
ajst-25956	32	31	)	)	PUNCT
ajst-25956	32	32	(	(	PUNCT
ajst-25956	32	33	3	3	X
ajst-25956	32	34	)	)	PUNCT
ajst-25956	32	35	updating	update	VERB
ajst-25956	32	36	position	position	NOUN
ajst-25956	32	37	and	and	CCONJ
ajst-25956	32	38	velocity	velocity	NOUN
ajst-25956	32	39	using	use	VERB
ajst-25956	32	40	equation	equation	NOUN
ajst-25956	32	41	4	4	NUM
ajst-25956	32	42	-	-	SYM
ajst-25956	32	43	5	5	NUM
ajst-25956	32	44	(	(	PUNCT
ajst-25956	32	45	4	4	NUM
ajst-25956	32	46	)	)	PUNCT
ajst-25956	32	47	(	(	PUNCT
ajst-25956	32	48	5	5	NUM
ajst-25956	32	49	)	)	PUNCT
ajst-25956	32	50	where	where	SCONJ
ajst-25956	32	51	:	:	PUNCT
ajst-25956	32	52	i=	i=	PROPN
ajst-25956	32	53	1,2	1,2	NUM
ajst-25956	32	54	,	,	PUNCT
ajst-25956	32	55	...	...	PUNCT
ajst-25956	32	56	,	,	PUNCT
ajst-25956	32	57	n	n	CCONJ
ajst-25956	32	58	;	;	PUNCT
ajst-25956	32	59	n	n	X
ajst-25956	32	60	is	be	AUX
ajst-25956	32	61	the	the	DET
ajst-25956	32	62	total	total	ADJ
ajst-25956	32	63	number	number	NOUN
ajst-25956	32	64	of	of	ADP
ajst-25956	32	65	particles	particle	NOUN
ajst-25956	32	66	,	,	PUNCT
ajst-25956	32	67	vi	vi	PROPN
ajst-25956	32	68	is	be	AUX
ajst-25956	32	69	determined	determine	VERB
ajst-25956	32	70	as	as	ADP
ajst-25956	32	71	the	the	DET
ajst-25956	32	72	velocity	velocity	NOUN
ajst-25956	32	73	of	of	ADP
ajst-25956	32	74	the	the	DET
ajst-25956	32	75	particle	particle	NOUN
ajst-25956	32	76	,	,	PUNCT
ajst-25956	32	77	xi	xi	X
ajst-25956	32	78	is	be	AUX
ajst-25956	32	79	determined	determine	VERB
ajst-25956	32	80	as	as	ADP
ajst-25956	32	81	the	the	DET
ajst-25956	32	82	position	position	NOUN
ajst-25956	32	83	of	of	ADP
ajst-25956	32	84	the	the	DET
ajst-25956	32	85	particle	particle	NOUN
ajst-25956	32	86	,	,	PUNCT
ajst-25956	32	87	pi	pi	PROPN
ajst-25956	32	88	is	be	AUX
ajst-25956	32	89	the	the	DET
ajst-25956	32	90	individual	individual	ADJ
ajst-25956	32	91	extreme	extreme	ADJ
ajst-25956	32	92	value	value	NOUN
ajst-25956	32	93	,	,	PUNCT
ajst-25956	32	94	pg	pg	VERB
ajst-25956	32	95	the	the	DET
ajst-25956	32	96	global	global	ADJ
ajst-25956	32	97	extreme	extreme	ADJ
ajst-25956	32	98	value	value	NOUN
ajst-25956	32	99	,	,	PUNCT
ajst-25956	32	100	r1	r1	PROPN
ajst-25956	32	101	,	,	PUNCT
ajst-25956	32	102	r2	r2	PROPN
ajst-25956	32	103	are	be	AUX
ajst-25956	32	104	random	random	ADJ
ajst-25956	32	105	numbers	number	NOUN
ajst-25956	32	106	uniformly	uniformly	ADV
ajst-25956	32	107	distributed	distribute	VERB
ajst-25956	32	108	in	in	ADP
ajst-25956	32	109	the	the	DET
ajst-25956	32	110	interval	interval	NOUN
ajst-25956	32	111	of	of	ADP
ajst-25956	32	112	(	(	PUNCT
ajst-25956	32	113	0	0	NUM
ajst-25956	32	114	,	,	PUNCT
ajst-25956	32	115	1	1	NUM
ajst-25956	32	116	)	)	PUNCT
ajst-25956	32	117	.	.	PUNCT
ajst-25956	33	1	2.3.2	2.3.2	NUM
ajst-25956	33	2	.	.	X
ajst-25956	33	3	modeling	modeling	NOUN
ajst-25956	33	4	after	after	ADP
ajst-25956	33	5	setting	set	VERB
ajst-25956	33	6	the	the	DET
ajst-25956	33	7	basic	basic	ADJ
ajst-25956	33	8	parameters	parameter	NOUN
ajst-25956	33	9	of	of	ADP
ajst-25956	33	10	the	the	DET
ajst-25956	33	11	particle	particle	NOUN
ajst-25956	33	12	swarm	swarm	NOUN
ajst-25956	33	13	algorithm	algorithm	NOUN
ajst-25956	33	14	,	,	PUNCT
ajst-25956	33	15	the	the	DET
ajst-25956	33	16	particle	particle	NOUN
ajst-25956	33	17	swarm	swarm	NOUN
ajst-25956	33	18	algorithm	algorithm	NOUN
ajst-25956	33	19	is	be	AUX
ajst-25956	33	20	used	use	VERB
ajst-25956	33	21	to	to	PART
ajst-25956	33	22	find	find	VERB
ajst-25956	33	23	the	the	DET
ajst-25956	33	24	optimal	optimal	ADJ
ajst-25956	33	25	weights	weight	NOUN
ajst-25956	33	26	and	and	CCONJ
ajst-25956	33	27	thresholds	threshold	NOUN
ajst-25956	33	28	,	,	PUNCT
ajst-25956	33	29	and	and	CCONJ
ajst-25956	33	30	the	the	DET
ajst-25956	33	31	found	find	VERB
ajst-25956	33	32	optimal	optimal	ADJ
ajst-25956	33	33	values	value	NOUN
ajst-25956	33	34	are	be	AUX
ajst-25956	33	35	assigned	assign	VERB
ajst-25956	33	36	to	to	ADP
ajst-25956	33	37	the	the	DET
ajst-25956	33	38	bp	bp	PROPN
ajst-25956	33	39	neural	neural	ADJ
ajst-25956	33	40	network	network	NOUN
ajst-25956	33	41	,	,	PUNCT
ajst-25956	33	42	and	and	CCONJ
ajst-25956	33	43	then	then	ADV
ajst-25956	33	44	the	the	DET
ajst-25956	33	45	bp	bp	PROPN
ajst-25956	33	46	neural	neural	ADJ
ajst-25956	33	47	network	network	NOUN
ajst-25956	33	48	is	be	AUX
ajst-25956	33	49	utilized	utilize	VERB
ajst-25956	33	50	for	for	ADP
ajst-25956	33	51	training	training	NOUN
ajst-25956	33	52	,	,	PUNCT
ajst-25956	33	53	resulting	result	VERB
ajst-25956	33	54	in	in	ADP
ajst-25956	33	55	the	the	DET
ajst-25956	33	56	pso	pso	NOUN
ajst-25956	33	57	-	-	PUNCT
ajst-25956	33	58	bp	bp	PROPN
ajst-25956	33	59	neural	neural	ADJ
ajst-25956	33	60	network	network	NOUN
ajst-25956	33	61	learning	learning	PROPN
ajst-25956	33	62	model	model	NOUN
ajst-25956	33	63	,	,	PUNCT
ajst-25956	33	64	and	and	CCONJ
ajst-25956	33	65	the	the	DET
ajst-25956	33	66	specific	specific	ADJ
ajst-25956	33	67	process	process	NOUN
ajst-25956	33	68	is	be	AUX
ajst-25956	33	69	shown	show	VERB
ajst-25956	33	70	in	in	ADP
ajst-25956	33	71	figure	figure	NOUN
ajst-25956	33	72	1	1	NUM
ajst-25956	34	1	.	.	PUNCT
ajst-25956	34	2	figure	figure	NOUN
ajst-25956	34	3	1	1	NUM
ajst-25956	34	4	.	.	PUNCT
ajst-25956	35	1	optimization	optimization	NOUN
ajst-25956	35	2	flowchart	flowchart	NOUN
ajst-25956	35	3	3	3	NUM
ajst-25956	35	4	.	.	PROPN
ajst-25956	35	5	instance	instance	NOUN
ajst-25956	35	6	validation	validation	PROPN
ajst-25956	35	7	3.1	3.1	NUM
ajst-25956	35	8	.	.	PUNCT
ajst-25956	36	1	research	research	NOUN
ajst-25956	36	2	objectives	objective	NOUN
ajst-25956	36	3	henan	henan	PROPN
ajst-25956	36	4	province	province	PROPN
ajst-25956	36	5	is	be	AUX
ajst-25956	36	6	located	locate	VERB
ajst-25956	36	7	in	in	ADP
ajst-25956	36	8	the	the	DET
ajst-25956	36	9	central	central	ADJ
ajst-25956	36	10	part	part	NOUN
ajst-25956	36	11	of	of	ADP
ajst-25956	36	12	the	the	DET
ajst-25956	36	13	country	country	NOUN
ajst-25956	36	14	,	,	PUNCT
ajst-25956	36	15	and	and	CCONJ
ajst-25956	36	16	its	its	PRON
ajst-25956	36	17	advantageous	advantageous	ADJ
ajst-25956	36	18	geographic	geographic	ADJ
ajst-25956	36	19	location	location	NOUN
ajst-25956	36	20	naturally	naturally	ADV
ajst-25956	36	21	has	have	VERB
ajst-25956	36	22	a	a	DET
ajst-25956	36	23	good	good	ADJ
ajst-25956	36	24	ability	ability	NOUN
ajst-25956	36	25	to	to	PART
ajst-25956	36	26	radiate	radiate	VERB
ajst-25956	36	27	and	and	CCONJ
ajst-25956	36	28	concentrate	concentrate	VERB
ajst-25956	36	29	.	.	PUNCT
ajst-25956	37	1	at	at	ADP
ajst-25956	37	2	the	the	DET
ajst-25956	37	3	same	same	ADJ
ajst-25956	37	4	time	time	NOUN
ajst-25956	37	5	,	,	PUNCT
ajst-25956	37	6	the	the	DET
ajst-25956	37	7	government	government	NOUN
ajst-25956	37	8	of	of	ADP
ajst-25956	37	9	henan	henan	PROPN
ajst-25956	37	10	province	province	PROPN
ajst-25956	37	11	also	also	ADV
ajst-25956	37	12	attaches	attach	VERB
ajst-25956	37	13	great	great	ADJ
ajst-25956	37	14	importance	importance	NOUN
ajst-25956	37	15	to	to	ADP
ajst-25956	37	16	the	the	DET
ajst-25956	37	17	construction	construction	NOUN
ajst-25956	37	18	of	of	ADP
ajst-25956	37	19	logistics	logistic	NOUN
ajst-25956	37	20	hubs	hub	NOUN
ajst-25956	37	21	and	and	CCONJ
ajst-25956	37	22	the	the	DET
ajst-25956	37	23	economic	economic	ADJ
ajst-25956	37	24	pull	pull	NOUN
ajst-25956	37	25	they	they	PRON
ajst-25956	37	26	can	can	AUX
ajst-25956	37	27	bring	bring	VERB
ajst-25956	37	28	.	.	PUNCT
ajst-25956	38	1	it	it	PRON
ajst-25956	38	2	has	have	AUX
ajst-25956	38	3	issued	issue	VERB
ajst-25956	38	4	the	the	DET
ajst-25956	38	5	"	"	PUNCT
ajst-25956	38	6	14th	14th	ADJ
ajst-25956	38	7	five	five	NUM
ajst-25956	38	8	-	-	PUNCT
ajst-25956	38	9	year	year	NOUN
ajst-25956	38	10	plan	plan	NOUN
ajst-25956	38	11	"	"	PUNCT
ajst-25956	38	12	and	and	CCONJ
ajst-25956	38	13	other	other	ADJ
ajst-25956	38	14	policies	policy	NOUN
ajst-25956	38	15	to	to	PART
ajst-25956	38	16	promote	promote	VERB
ajst-25956	38	17	the	the	DET
ajst-25956	38	18	development	development	NOUN
ajst-25956	38	19	of	of	ADP
ajst-25956	38	20	the	the	DET
ajst-25956	38	21	logistics	logistic	NOUN
ajst-25956	38	22	industry	industry	NOUN
ajst-25956	38	23	in	in	ADP
ajst-25956	38	24	the	the	DET
ajst-25956	38	25	province	province	NOUN
ajst-25956	38	26	,	,	PUNCT
ajst-25956	38	27	so	so	SCONJ
ajst-25956	38	28	that	that	SCONJ
ajst-25956	38	29	the	the	DET
ajst-25956	38	30	development	development	NOUN
ajst-25956	38	31	of	of	ADP
ajst-25956	38	32	logistics	logistic	NOUN
ajst-25956	38	33	in	in	ADP
ajst-25956	38	34	henan	henan	PROPN
ajst-25956	38	35	province	province	PROPN
ajst-25956	38	36	has	have	VERB
ajst-25956	38	37	a	a	DET
ajst-25956	38	38	solid	solid	ADJ
ajst-25956	38	39	foundation	foundation	NOUN
ajst-25956	38	40	,	,	PUNCT
ajst-25956	38	41	so	so	SCONJ
ajst-25956	38	42	this	this	DET
ajst-25956	38	43	paper	paper	NOUN
ajst-25956	38	44	chooses	choose	VERB
ajst-25956	38	45	henan	henan	PROPN
ajst-25956	38	46	province	province	PROPN
ajst-25956	38	47	as	as	ADP
ajst-25956	38	48	a	a	DET
ajst-25956	38	49	typical	typical	ADJ
ajst-25956	38	50	region	region	NOUN
ajst-25956	38	51	for	for	ADP
ajst-25956	38	52	research	research	NOUN
ajst-25956	38	53	.	.	PUNCT
ajst-25956	39	1	3.2	3.2	NUM
ajst-25956	39	2	.	.	PUNCT
ajst-25956	39	3	analysis	analysis	NOUN
ajst-25956	39	4	of	of	ADP
ajst-25956	39	5	indicators	indicator	NOUN
ajst-25956	39	6	3.2.1	3.2.1	NUM
ajst-25956	39	7	.	.	PUNCT
ajst-25956	40	1	selection	selection	NOUN
ajst-25956	40	2	of	of	ADP
ajst-25956	40	3	influencing	influence	VERB
ajst-25956	40	4	factors	factor	NOUN
ajst-25956	40	5	regional	regional	ADJ
ajst-25956	40	6	logistics	logistic	NOUN
ajst-25956	40	7	demand	demand	NOUN
ajst-25956	40	8	is	be	AUX
ajst-25956	40	9	affected	affect	VERB
ajst-25956	40	10	by	by	ADP
ajst-25956	40	11	a	a	DET
ajst-25956	40	12	variety	variety	NOUN
ajst-25956	40	13	of	of	ADP
ajst-25956	40	14	factors	factor	NOUN
ajst-25956	40	15	,	,	PUNCT
ajst-25956	40	16	this	this	DET
ajst-25956	40	17	paper	paper	NOUN
ajst-25956	40	18	through	through	ADP
ajst-25956	40	19	the	the	DET
ajst-25956	40	20	combing	combing	NOUN
ajst-25956	40	21	of	of	ADP
ajst-25956	40	22	multiple	multiple	ADJ
ajst-25956	40	23	literature	literature	NOUN
ajst-25956	40	24	,	,	PUNCT
ajst-25956	40	25	as	as	SCONJ
ajst-25956	40	26	shown	show	VERB
ajst-25956	40	27	in	in	ADP
ajst-25956	40	28	table	table	NOUN
ajst-25956	40	29	1	1	NUM
ajst-25956	40	30	,	,	PUNCT
ajst-25956	40	31	based	base	VERB
ajst-25956	40	32	on	on	ADP
ajst-25956	40	33	the	the	DET
ajst-25956	40	34	principle	principle	NOUN
ajst-25956	40	35	of	of	ADP
ajst-25956	40	36	accessibility	accessibility	NOUN
ajst-25956	40	37	,	,	PUNCT
ajst-25956	40	38	the	the	DET
ajst-25956	40	39	selection	selection	NOUN
ajst-25956	40	40	of	of	ADP
ajst-25956	40	41	regional	regional	ADJ
ajst-25956	40	42	logistics	logistic	NOUN
ajst-25956	40	43	demand	demand	NOUN
ajst-25956	40	44	influencing	influence	VERB
ajst-25956	40	45	factors	factor	NOUN
ajst-25956	40	46	.	.	PUNCT
ajst-25956	41	1	in	in	ADP
ajst-25956	41	2	this	this	DET
ajst-25956	41	3	paper	paper	NOUN
ajst-25956	41	4	,	,	PUNCT
ajst-25956	41	5	the	the	DET
ajst-25956	41	6	influencing	influence	VERB
ajst-25956	41	7	factors	factor	NOUN
ajst-25956	41	8	are	be	AUX
ajst-25956	41	9	divided	divide	VERB
ajst-25956	41	10	into	into	ADP
ajst-25956	41	11	industry	industry	NOUN
ajst-25956	41	12	endogenous	endogenous	ADJ
ajst-25956	41	13	power	power	NOUN
ajst-25956	41	14	and	and	CCONJ
ajst-25956	41	15	objective	objective	ADJ
ajst-25956	41	16	external	external	ADJ
ajst-25956	41	17	promotion	promotion	NOUN
ajst-25956	41	18	,	,	PUNCT
ajst-25956	41	19	such	such	ADJ
ajst-25956	41	20	as	as	ADP
ajst-25956	41	21	103	103	NUM
ajst-25956	41	22	economic	economic	ADJ
ajst-25956	41	23	factors	factor	NOUN
ajst-25956	41	24	such	such	ADJ
ajst-25956	41	25	as	as	ADP
ajst-25956	41	26	primary	primary	ADJ
ajst-25956	41	27	,	,	PUNCT
ajst-25956	41	28	secondary	secondary	ADJ
ajst-25956	41	29	and	and	CCONJ
ajst-25956	41	30	tertiary	tertiary	ADJ
ajst-25956	41	31	industries	industry	NOUN
ajst-25956	41	32	,	,	PUNCT
ajst-25956	41	33	demographic	demographic	ADJ
ajst-25956	41	34	factors	factor	NOUN
ajst-25956	41	35	and	and	CCONJ
ajst-25956	41	36	consumption	consumption	NOUN
ajst-25956	41	37	level	level	NOUN
ajst-25956	41	38	factors	factor	NOUN
ajst-25956	41	39	are	be	AUX
ajst-25956	41	40	categorized	categorize	VERB
ajst-25956	41	41	as	as	ADP
ajst-25956	41	42	the	the	DET
ajst-25956	41	43	objective	objective	ADJ
ajst-25956	41	44	external	external	ADJ
ajst-25956	41	45	promotion	promotion	NOUN
ajst-25956	41	46	,	,	PUNCT
ajst-25956	41	47	the	the	DET
ajst-25956	41	48	development	development	NOUN
ajst-25956	41	49	of	of	ADP
ajst-25956	41	50	urbanization	urbanization	NOUN
ajst-25956	41	51	,	,	PUNCT
ajst-25956	41	52	the	the	DET
ajst-25956	41	53	degree	degree	NOUN
ajst-25956	41	54	of	of	ADP
ajst-25956	41	55	population	population	NOUN
ajst-25956	41	56	density	density	NOUN
ajst-25956	41	57	to	to	PART
ajst-25956	41	58	promote	promote	VERB
ajst-25956	41	59	consumption	consumption	NOUN
ajst-25956	41	60	upgrading	upgrading	NOUN
ajst-25956	41	61	,	,	PUNCT
ajst-25956	41	62	and	and	CCONJ
ajst-25956	41	63	to	to	PART
ajst-25956	41	64	enhance	enhance	VERB
ajst-25956	41	65	the	the	DET
ajst-25956	41	66	demand	demand	NOUN
ajst-25956	41	67	for	for	ADP
ajst-25956	41	68	regional	regional	ADJ
ajst-25956	41	69	logistics	logistic	NOUN
ajst-25956	41	70	;	;	PUNCT
ajst-25956	41	71	the	the	DET
ajst-25956	41	72	amount	amount	NOUN
ajst-25956	41	73	of	of	ADP
ajst-25956	41	74	investment	investment	NOUN
ajst-25956	41	75	in	in	ADP
ajst-25956	41	76	fixed	fix	VERB
ajst-25956	41	77	assets	asset	NOUN
ajst-25956	41	78	in	in	ADP
ajst-25956	41	79	transportation	transportation	NOUN
ajst-25956	41	80	,	,	PUNCT
ajst-25956	41	81	the	the	DET
ajst-25956	41	82	number	number	NOUN
ajst-25956	41	83	of	of	ADP
ajst-25956	41	84	civilian	civilian	ADJ
ajst-25956	41	85	cargo	cargo	NOUN
ajst-25956	41	86	vehicle	vehicle	NOUN
ajst-25956	41	87	ownership	ownership	NOUN
ajst-25956	41	88	,	,	PUNCT
ajst-25956	41	89	etc	etc	X
ajst-25956	41	90	.	.	X
ajst-25956	42	1	as	as	ADP
ajst-25956	42	2	the	the	DET
ajst-25956	42	3	industry	industry	NOUN
ajst-25956	42	4	's	's	PART
ajst-25956	42	5	endogenous	endogenous	ADJ
ajst-25956	42	6	power	power	NOUN
ajst-25956	42	7	,	,	PUNCT
ajst-25956	42	8	the	the	DET
ajst-25956	42	9	advancement	advancement	NOUN
ajst-25956	42	10	of	of	ADP
ajst-25956	42	11	technology	technology	NOUN
ajst-25956	42	12	and	and	CCONJ
ajst-25956	42	13	the	the	DET
ajst-25956	42	14	improvement	improvement	NOUN
ajst-25956	42	15	of	of	ADP
ajst-25956	42	16	the	the	DET
ajst-25956	42	17	foundation	foundation	NOUN
ajst-25956	42	18	to	to	PART
ajst-25956	42	19	promote	promote	VERB
ajst-25956	42	20	the	the	DET
ajst-25956	42	21	industry	industry	NOUN
ajst-25956	42	22	upgrading	upgrading	NOUN
ajst-25956	42	23	,	,	PUNCT
ajst-25956	42	24	improve	improve	VERB
ajst-25956	42	25	service	service	NOUN
ajst-25956	42	26	quality	quality	NOUN
ajst-25956	42	27	,	,	PUNCT
ajst-25956	42	28	promote	promote	VERB
ajst-25956	42	29	the	the	DET
ajst-25956	42	30	development	development	NOUN
ajst-25956	42	31	of	of	ADP
ajst-25956	42	32	regional	regional	ADJ
ajst-25956	42	33	logistics	logistic	NOUN
ajst-25956	42	34	demand	demand	NOUN
ajst-25956	42	35	.	.	PUNCT
ajst-25956	43	1	in	in	ADP
ajst-25956	43	2	practical	practical	ADJ
ajst-25956	43	3	application	application	NOUN
ajst-25956	43	4	,	,	PUNCT
ajst-25956	43	5	china	china	PROPN
ajst-25956	43	6	has	have	AUX
ajst-25956	43	7	not	not	PART
ajst-25956	43	8	formed	form	VERB
ajst-25956	43	9	an	an	DET
ajst-25956	43	10	intuitive	intuitive	ADJ
ajst-25956	43	11	evaluation	evaluation	NOUN
ajst-25956	43	12	index	index	NOUN
ajst-25956	43	13	for	for	ADP
ajst-25956	43	14	regional	regional	ADJ
ajst-25956	43	15	logistics	logistic	NOUN
ajst-25956	43	16	demand	demand	NOUN
ajst-25956	43	17	,	,	PUNCT
ajst-25956	43	18	through	through	ADP
ajst-25956	43	19	the	the	DET
ajst-25956	43	20	summarization	summarization	NOUN
ajst-25956	43	21	of	of	ADP
ajst-25956	43	22	former	former	ADJ
ajst-25956	43	23	scholars	scholar	NOUN
ajst-25956	43	24	and	and	CCONJ
ajst-25956	43	25	the	the	DET
ajst-25956	43	26	exploration	exploration	NOUN
ajst-25956	43	27	of	of	ADP
ajst-25956	43	28	practical	practical	ADJ
ajst-25956	43	29	experience[10,12	experience[10,12	NOUN
ajst-25956	43	30	]	]	PUNCT
ajst-25956	43	31	through	through	ADP
ajst-25956	43	32	the	the	DET
ajst-25956	43	33	summarization	summarization	NOUN
ajst-25956	43	34	of	of	ADP
ajst-25956	43	35	former	former	ADJ
ajst-25956	43	36	scholars	scholar	NOUN
ajst-25956	43	37	and	and	CCONJ
ajst-25956	43	38	the	the	DET
ajst-25956	43	39	exploration	exploration	NOUN
ajst-25956	43	40	of	of	ADP
ajst-25956	43	41	practical	practical	ADJ
ajst-25956	43	42	experience	experience	NOUN
ajst-25956	43	43	,	,	PUNCT
ajst-25956	43	44	the	the	DET
ajst-25956	43	45	freight	freight	NOUN
ajst-25956	43	46	volume	volume	NOUN
ajst-25956	43	47	(	(	PUNCT
ajst-25956	43	48	y1	y1	NOUN
ajst-25956	43	49	)	)	PUNCT
ajst-25956	43	50	is	be	AUX
ajst-25956	43	51	chosen	choose	VERB
ajst-25956	43	52	as	as	ADP
ajst-25956	43	53	the	the	DET
ajst-25956	43	54	indicator	indicator	NOUN
ajst-25956	43	55	reflecting	reflect	VERB
ajst-25956	43	56	the	the	DET
ajst-25956	43	57	regional	regional	ADJ
ajst-25956	43	58	logistics	logistic	NOUN
ajst-25956	43	59	demand	demand	NOUN
ajst-25956	43	60	,	,	PUNCT
ajst-25956	43	61	i.e.	i.e.	X
ajst-25956	43	62	,	,	PUNCT
ajst-25956	43	63	the	the	DET
ajst-25956	43	64	output	output	NOUN
ajst-25956	43	65	indicator	indicator	NOUN
ajst-25956	43	66	.	.	PUNCT
ajst-25956	44	1	in	in	ADP
ajst-25956	44	2	order	order	NOUN
ajst-25956	44	3	to	to	PART
ajst-25956	44	4	better	well	ADV
ajst-25956	44	5	utilize	utilize	VERB
ajst-25956	44	6	the	the	DET
ajst-25956	44	7	advantages	advantage	NOUN
ajst-25956	44	8	of	of	ADP
ajst-25956	44	9	neural	neural	ADJ
ajst-25956	44	10	network	network	NOUN
ajst-25956	44	11	on	on	ADP
ajst-25956	44	12	big	big	ADJ
ajst-25956	44	13	data	datum	NOUN
ajst-25956	44	14	analysis	analysis	NOUN
ajst-25956	44	15	,	,	PUNCT
ajst-25956	44	16	and	and	CCONJ
ajst-25956	44	17	also	also	ADV
ajst-25956	44	18	to	to	PART
ajst-25956	44	19	improve	improve	VERB
ajst-25956	44	20	the	the	DET
ajst-25956	44	21	prediction	prediction	NOUN
ajst-25956	44	22	performance	performance	NOUN
ajst-25956	44	23	,	,	PUNCT
ajst-25956	44	24	considering	consider	VERB
ajst-25956	44	25	that	that	SCONJ
ajst-25956	44	26	the	the	DET
ajst-25956	44	27	regional	regional	ADJ
ajst-25956	44	28	logistics	logistic	NOUN
ajst-25956	44	29	demand	demand	NOUN
ajst-25956	44	30	is	be	AUX
ajst-25956	44	31	affected	affect	VERB
ajst-25956	44	32	by	by	ADP
ajst-25956	44	33	many	many	ADJ
ajst-25956	44	34	factors	factor	NOUN
ajst-25956	44	35	,	,	PUNCT
ajst-25956	44	36	based	base	VERB
ajst-25956	44	37	on	on	ADP
ajst-25956	44	38	the	the	DET
ajst-25956	44	39	principle	principle	NOUN
ajst-25956	44	40	of	of	ADP
ajst-25956	44	41	qualitative	qualitative	NOUN
ajst-25956	44	42	and	and	CCONJ
ajst-25956	44	43	quantitative	quantitative	ADJ
ajst-25956	44	44	,	,	PUNCT
ajst-25956	44	45	and	and	CCONJ
ajst-25956	44	46	taking	take	VERB
ajst-25956	44	47	into	into	ADP
ajst-25956	44	48	account	account	NOUN
ajst-25956	44	49	of	of	ADP
ajst-25956	44	50	the	the	DET
ajst-25956	44	51	previous	previous	ADJ
ajst-25956	44	52	research	research	NOUN
ajst-25956	44	53	and	and	CCONJ
ajst-25956	44	54	practical	practical	ADJ
ajst-25956	44	55	experience	experience	NOUN
ajst-25956	44	56	,	,	PUNCT
ajst-25956	44	57	we	we	PRON
ajst-25956	44	58	initially	initially	ADV
ajst-25956	44	59	choose	choose	VERB
ajst-25956	44	60	the	the	DET
ajst-25956	44	61	gross	gross	ADJ
ajst-25956	44	62	domestic	domestic	ADJ
ajst-25956	44	63	product	product	NOUN
ajst-25956	44	64	(	(	PUNCT
ajst-25956	44	65	x1	x1	PROPN
ajst-25956	44	66	)	)	PUNCT
ajst-25956	44	67	,	,	PUNCT
ajst-25956	44	68	the	the	DET
ajst-25956	44	69	value	value	NOUN
ajst-25956	44	70	of	of	ADP
ajst-25956	44	71	the	the	DET
ajst-25956	44	72	primary	primary	ADJ
ajst-25956	44	73	industry	industry	NOUN
ajst-25956	44	74	(	(	PUNCT
ajst-25956	44	75	x2	x2	PROPN
ajst-25956	44	76	)	)	PUNCT
ajst-25956	44	77	,	,	PUNCT
ajst-25956	44	78	the	the	DET
ajst-25956	44	79	value	value	NOUN
ajst-25956	44	80	of	of	ADP
ajst-25956	44	81	the	the	DET
ajst-25956	44	82	secondary	secondary	ADJ
ajst-25956	44	83	industry	industry	NOUN
ajst-25956	44	84	(	(	PUNCT
ajst-25956	44	85	x3	x3	ADJ
ajst-25956	44	86	)	)	PUNCT
ajst-25956	44	87	,	,	PUNCT
ajst-25956	44	88	the	the	DET
ajst-25956	44	89	value	value	NOUN
ajst-25956	44	90	of	of	ADP
ajst-25956	44	91	the	the	DET
ajst-25956	44	92	tertiary	tertiary	ADJ
ajst-25956	44	93	industry	industry	NOUN
ajst-25956	44	94	(	(	PUNCT
ajst-25956	44	95	x4	x4	PROPN
ajst-25956	44	96	)	)	PUNCT
ajst-25956	44	97	,	,	PUNCT
ajst-25956	44	98	and	and	CCONJ
ajst-25956	44	99	the	the	DET
ajst-25956	44	100	total	total	ADJ
ajst-25956	44	101	retail	retail	ADJ
ajst-25956	44	102	sales	sale	NOUN
ajst-25956	44	103	of	of	ADP
ajst-25956	44	104	social	social	ADJ
ajst-25956	44	105	consumer	consumer	NOUN
ajst-25956	44	106	goods	good	NOUN
ajst-25956	44	107	(	(	PUNCT
ajst-25956	44	108	x5	x5	PROPN
ajst-25956	44	109	)	)	PUNCT
ajst-25956	44	110	,	,	PUNCT
ajst-25956	44	111	consumer	consumer	NOUN
ajst-25956	44	112	price	price	NOUN
ajst-25956	44	113	index	index	NOUN
ajst-25956	44	114	(	(	PUNCT
ajst-25956	44	115	x6	x6	PROPN
ajst-25956	44	116	)	)	PUNCT
ajst-25956	44	117	,	,	PUNCT
ajst-25956	44	118	highway	highway	NOUN
ajst-25956	44	119	mileage	mileage	NOUN
ajst-25956	44	120	(	(	PUNCT
ajst-25956	44	121	x7	x7	NOUN
ajst-25956	44	122	)	)	PUNCT
ajst-25956	44	123	,	,	PUNCT
ajst-25956	44	124	cargo	cargo	NOUN
ajst-25956	44	125	turnover	turnover	NOUN
ajst-25956	44	126	(	(	PUNCT
ajst-25956	44	127	x8	x8	PROPN
ajst-25956	44	128	)	)	PUNCT
ajst-25956	44	129	,	,	PUNCT
ajst-25956	44	130	per	per	ADP
ajst-25956	44	131	capita	capita	X
ajst-25956	44	132	disposable	disposable	ADJ
ajst-25956	44	133	income	income	NOUN
ajst-25956	44	134	(	(	PUNCT
ajst-25956	44	135	x9	x9	PROPN
ajst-25956	44	136	)	)	PUNCT
ajst-25956	44	137	,	,	PUNCT
ajst-25956	44	138	year	year	NOUN
ajst-25956	44	139	-	-	PUNCT
ajst-25956	44	140	end	end	NOUN
ajst-25956	44	141	resident	resident	ADJ
ajst-25956	44	142	population	population	NOUN
ajst-25956	44	143	(	(	PUNCT
ajst-25956	44	144	x10	x10	NOUN
ajst-25956	44	145	)	)	PUNCT
ajst-25956	44	146	,	,	PUNCT
ajst-25956	44	147	investment	investment	NOUN
ajst-25956	44	148	in	in	ADP
ajst-25956	44	149	fixed	fix	VERB
ajst-25956	44	150	assets	asset	NOUN
ajst-25956	44	151	for	for	ADP
ajst-25956	44	152	transportation	transportation	NOUN
ajst-25956	44	153	(	(	PUNCT
ajst-25956	44	154	x11	x11	NOUN
ajst-25956	44	155	)	)	PUNCT
ajst-25956	44	156	,	,	PUNCT
ajst-25956	44	157	value	value	NOUN
ajst-25956	44	158	added	add	VERB
ajst-25956	44	159	of	of	ADP
ajst-25956	44	160	transportation	transportation	NOUN
ajst-25956	44	161	,	,	PUNCT
ajst-25956	44	162	storage	storage	NOUN
ajst-25956	44	163	and	and	CCONJ
ajst-25956	44	164	postal	postal	ADJ
ajst-25956	44	165	industry	industry	NOUN
ajst-25956	44	166	(	(	PUNCT
ajst-25956	44	167	x12	x12	NUM
ajst-25956	44	168	)	)	PUNCT
ajst-25956	44	169	,	,	PUNCT
ajst-25956	44	170	ownership	ownership	NOUN
ajst-25956	44	171	of	of	ADP
ajst-25956	44	172	civilian	civilian	ADJ
ajst-25956	44	173	goods	good	NOUN
ajst-25956	44	174	vehicles	vehicle	NOUN
ajst-25956	44	175	(	(	PUNCT
ajst-25956	44	176	x13	x13	PROPN
ajst-25956	44	177	)	)	PUNCT
ajst-25956	44	178	,	,	PUNCT
ajst-25956	44	179	and	and	CCONJ
ajst-25956	44	180	ownership	ownership	NOUN
ajst-25956	44	181	of	of	ADP
ajst-25956	44	182	private	private	ADJ
ajst-25956	44	183	goods	good	NOUN
ajst-25956	44	184	vehicles	vehicle	NOUN
ajst-25956	44	185	(	(	PUNCT
ajst-25956	44	186	x14	x14	PROPN
ajst-25956	44	187	)	)	PUNCT
ajst-25956	44	188	.	.	PUNCT
ajst-25956	45	1	indicators	indicator	NOUN
ajst-25956	45	2	are	be	AUX
ajst-25956	45	3	used	use	VERB
ajst-25956	45	4	as	as	ADP
ajst-25956	45	5	forecast	forecast	NOUN
ajst-25956	45	6	indicators	indicator	NOUN
ajst-25956	45	7	,	,	PUNCT
ajst-25956	45	8	i.e.	i.e.	X
ajst-25956	45	9	input	input	NOUN
ajst-25956	45	10	indicators	indicator	NOUN
ajst-25956	45	11	.	.	PUNCT
ajst-25956	46	1	table	table	NOUN
ajst-25956	46	2	1	1	NUM
ajst-25956	46	3	.	.	PUNCT
ajst-25956	47	1	analysis	analysis	NOUN
ajst-25956	47	2	of	of	ADP
ajst-25956	47	3	factors	factor	NOUN
ajst-25956	47	4	influencing	influence	VERB
ajst-25956	47	5	regional	regional	ADJ
ajst-25956	47	6	logistics	logistic	NOUN
ajst-25956	47	7	demand	demand	NOUN
ajst-25956	47	8	explanatory	explanatory	ADJ
ajst-25956	47	9	variable	variable	ADJ
ajst-25956	47	10	literatures	literature	NOUN
ajst-25956	47	11	gdp	gdp	PROPN
ajst-25956	47	12	,	,	PUNCT
ajst-25956	47	13	total	total	ADJ
ajst-25956	47	14	logistics	logistic	NOUN
ajst-25956	47	15	costs	cost	NOUN
ajst-25956	47	16	,	,	PUNCT
ajst-25956	47	17	total	total	ADJ
ajst-25956	47	18	fixed	fix	VERB
ajst-25956	47	19	asset	asset	NOUN
ajst-25956	47	20	investment	investment	NOUN
ajst-25956	47	21	,	,	PUNCT
ajst-25956	47	22	total	total	ADJ
ajst-25956	47	23	imports	import	NOUN
ajst-25956	47	24	,	,	PUNCT
ajst-25956	47	25	total	total	ADJ
ajst-25956	47	26	exports	export	NOUN
ajst-25956	47	27	hu	hu	PROPN
ajst-25956	48	1	xiaojian	xiaojian	INTJ
ajst-25956	48	2	et	et	PROPN
ajst-25956	48	3	al.[12	al.[12	PROPN
ajst-25956	48	4	]	]	PUNCT
ajst-25956	48	5	value	value	NOUN
ajst-25956	48	6	of	of	ADP
ajst-25956	48	7	primary	primary	ADJ
ajst-25956	48	8	,	,	PUNCT
ajst-25956	48	9	secondary	secondary	ADJ
ajst-25956	48	10	and	and	CCONJ
ajst-25956	48	11	tertiary	tertiary	ADJ
ajst-25956	48	12	industries	industry	NOUN
ajst-25956	48	13	,	,	PUNCT
ajst-25956	48	14	total	total	ADJ
ajst-25956	48	15	retail	retail	ADJ
ajst-25956	48	16	sales	sale	NOUN
ajst-25956	48	17	of	of	ADP
ajst-25956	48	18	consumer	consumer	NOUN
ajst-25956	48	19	goods	good	NOUN
ajst-25956	48	20	,	,	PUNCT
ajst-25956	48	21	per	per	ADP
ajst-25956	48	22	capita	capita	X
ajst-25956	48	23	disposable	disposable	ADJ
ajst-25956	48	24	income	income	NOUN
ajst-25956	48	25	of	of	ADP
ajst-25956	48	26	residents	resident	NOUN
ajst-25956	48	27	li	li	PROPN
ajst-25956	48	28	jie	jie	PROPN
ajst-25956	48	29	and	and	CCONJ
ajst-25956	48	30	others[13	others[13	PROPN
ajst-25956	48	31	]	]	PUNCT
ajst-25956	48	32	value	value	NOUN
ajst-25956	48	33	of	of	ADP
ajst-25956	48	34	primary	primary	ADJ
ajst-25956	48	35	,	,	PUNCT
ajst-25956	48	36	secondary	secondary	ADJ
ajst-25956	48	37	and	and	CCONJ
ajst-25956	48	38	tertiary	tertiary	ADJ
ajst-25956	48	39	industries	industry	NOUN
ajst-25956	48	40	,	,	PUNCT
ajst-25956	48	41	total	total	ADJ
ajst-25956	48	42	investment	investment	NOUN
ajst-25956	48	43	in	in	ADP
ajst-25956	48	44	fixed	fix	VERB
ajst-25956	48	45	assets	asset	NOUN
ajst-25956	48	46	,	,	PUNCT
ajst-25956	48	47	total	total	ADJ
ajst-25956	48	48	retail	retail	ADJ
ajst-25956	48	49	sales	sale	NOUN
ajst-25956	48	50	of	of	ADP
ajst-25956	48	51	social	social	ADJ
ajst-25956	48	52	consumer	consumer	NOUN
ajst-25956	48	53	goods	good	NOUN
ajst-25956	48	54	jiang	jiang	PROPN
ajst-25956	48	55	jinde	jinde	VERB
ajst-25956	48	56	et	et	PROPN
ajst-25956	48	57	al.[14	al.[14	PROPN
ajst-25956	48	58	]	]	PUNCT
ajst-25956	49	1	3.3	3.3	NUM
ajst-25956	49	2	.	.	PUNCT
ajst-25956	49	3	feature	feature	NOUN
ajst-25956	49	4	screening	screen	VERB
ajst-25956	49	5	feature	feature	NOUN
ajst-25956	49	6	screening	screening	NOUN
ajst-25956	49	7	can	can	AUX
ajst-25956	49	8	eliminate	eliminate	VERB
ajst-25956	49	9	the	the	DET
ajst-25956	49	10	influence	influence	NOUN
ajst-25956	49	11	of	of	ADP
ajst-25956	49	12	redundant	redundant	ADJ
ajst-25956	49	13	data	datum	NOUN
ajst-25956	49	14	on	on	ADP
ajst-25956	49	15	the	the	DET
ajst-25956	49	16	model	model	NOUN
ajst-25956	49	17	and	and	CCONJ
ajst-25956	49	18	effectively	effectively	ADV
ajst-25956	49	19	improve	improve	VERB
ajst-25956	49	20	the	the	DET
ajst-25956	49	21	prediction	prediction	NOUN
ajst-25956	49	22	accuracy	accuracy	NOUN
ajst-25956	49	23	of	of	ADP
ajst-25956	49	24	the	the	DET
ajst-25956	49	25	model	model	NOUN
ajst-25956	49	26	.	.	PUNCT
ajst-25956	50	1	random	random	ADJ
ajst-25956	50	2	forest	forest	NOUN
ajst-25956	50	3	,	,	PUNCT
ajst-25956	50	4	as	as	ADP
ajst-25956	50	5	a	a	DET
ajst-25956	50	6	kind	kind	NOUN
ajst-25956	50	7	of	of	ADP
ajst-25956	50	8	machine	machine	NOUN
ajst-25956	50	9	learning	learning	NOUN
ajst-25956	50	10	algorithm	algorithm	NOUN
ajst-25956	50	11	,	,	PUNCT
ajst-25956	50	12	can	can	AUX
ajst-25956	50	13	effectively	effectively	ADV
ajst-25956	50	14	discriminate	discriminate	VERB
ajst-25956	50	15	the	the	DET
ajst-25956	50	16	influence	influence	NOUN
ajst-25956	50	17	of	of	ADP
ajst-25956	50	18	different	different	ADJ
ajst-25956	50	19	features	feature	NOUN
ajst-25956	50	20	on	on	ADP
ajst-25956	50	21	the	the	DET
ajst-25956	50	22	prediction	prediction	NOUN
ajst-25956	50	23	target	target	NOUN
ajst-25956	50	24	,	,	PUNCT
ajst-25956	50	25	and	and	CCONJ
ajst-25956	50	26	distinguish	distinguish	VERB
ajst-25956	50	27	the	the	DET
ajst-25956	50	28	effectiveness	effectiveness	NOUN
ajst-25956	50	29	of	of	ADP
ajst-25956	50	30	features.[15,16	features.[15,16	NOUN
ajst-25956	50	31	]	]	PUNCT
ajst-25956	50	32	this	this	DET
ajst-25956	50	33	paper	paper	NOUN
ajst-25956	50	34	is	be	AUX
ajst-25956	50	35	based	base	VERB
ajst-25956	50	36	on	on	ADP
ajst-25956	50	37	the	the	DET
ajst-25956	50	38	random	random	ADJ
ajst-25956	50	39	forest	forest	NOUN
ajst-25956	50	40	model	model	NOUN
ajst-25956	50	41	for	for	ADP
ajst-25956	50	42	feature	feature	NOUN
ajst-25956	50	43	prediction	prediction	NOUN
ajst-25956	50	44	.	.	PUNCT
ajst-25956	51	1	this	this	DET
ajst-25956	51	2	paper	paper	NOUN
ajst-25956	51	3	is	be	AUX
ajst-25956	51	4	based	base	VERB
ajst-25956	51	5	on	on	ADP
ajst-25956	51	6	the	the	DET
ajst-25956	51	7	random	random	ADJ
ajst-25956	51	8	forest	forest	NOUN
ajst-25956	51	9	model	model	NOUN
ajst-25956	51	10	to	to	PART
ajst-25956	51	11	screen	screen	VERB
ajst-25956	51	12	the	the	DET
ajst-25956	51	13	features	feature	NOUN
ajst-25956	51	14	,	,	PUNCT
ajst-25956	51	15	eliminate	eliminate	VERB
ajst-25956	51	16	data	datum	NOUN
ajst-25956	51	17	noise	noise	NOUN
ajst-25956	51	18	,	,	PUNCT
ajst-25956	51	19	and	and	CCONJ
ajst-25956	51	20	analyze	analyze	VERB
ajst-25956	51	21	the	the	DET
ajst-25956	51	22	factors	factor	NOUN
ajst-25956	51	23	affecting	affect	VERB
ajst-25956	51	24	regional	regional	ADJ
ajst-25956	51	25	logistics	logistic	NOUN
ajst-25956	51	26	demand	demand	NOUN
ajst-25956	51	27	,	,	PUNCT
ajst-25956	51	28	as	as	SCONJ
ajst-25956	51	29	shown	show	VERB
ajst-25956	51	30	in	in	ADP
ajst-25956	51	31	figure	figure	NOUN
ajst-25956	51	32	2	2	NUM
ajst-25956	51	33	.	.	PUNCT
ajst-25956	51	34	figure	figure	NOUN
ajst-25956	51	35	2	2	NUM
ajst-25956	51	36	.	.	NOUN
ajst-25956	51	37	importance	importance	NOUN
ajst-25956	51	38	of	of	ADP
ajst-25956	51	39	random	random	ADJ
ajst-25956	51	40	forest	forest	NOUN
ajst-25956	51	41	features	feature	NOUN
ajst-25956	51	42	based	base	VERB
ajst-25956	51	43	on	on	ADP
ajst-25956	51	44	the	the	DET
ajst-25956	51	45	results	result	NOUN
ajst-25956	51	46	,	,	PUNCT
ajst-25956	51	47	seven	seven	NUM
ajst-25956	51	48	indicators	indicator	NOUN
ajst-25956	51	49	were	be	AUX
ajst-25956	51	50	selected	select	VERB
ajst-25956	51	51	as	as	ADP
ajst-25956	51	52	predictors	predictor	NOUN
ajst-25956	51	53	:	:	PUNCT
ajst-25956	51	54	disposable	disposable	ADJ
ajst-25956	51	55	income	income	NOUN
ajst-25956	51	56	per	per	ADP
ajst-25956	51	57	capita	capita	X
ajst-25956	51	58	(	(	PUNCT
ajst-25956	51	59	x9	x9	NOUN
ajst-25956	51	60	)	)	PUNCT
ajst-25956	51	61	,	,	PUNCT
ajst-25956	51	62	gross	gross	ADJ
ajst-25956	51	63	regional	regional	ADJ
ajst-25956	51	64	product	product	NOUN
ajst-25956	51	65	(	(	PUNCT
ajst-25956	51	66	x1	x1	PROPN
ajst-25956	51	67	)	)	PUNCT
ajst-25956	51	68	,	,	PUNCT
ajst-25956	51	69	resident	resident	ADJ
ajst-25956	51	70	population	population	NOUN
ajst-25956	51	71	at	at	ADP
ajst-25956	51	72	the	the	DET
ajst-25956	51	73	end	end	NOUN
ajst-25956	51	74	of	of	ADP
ajst-25956	51	75	the	the	DET
ajst-25956	51	76	year	year	NOUN
ajst-25956	51	77	(	(	PUNCT
ajst-25956	51	78	x10	x10	NOUN
ajst-25956	51	79	)	)	PUNCT
ajst-25956	51	80	,	,	PUNCT
ajst-25956	51	81	value	value	NOUN
ajst-25956	51	82	of	of	ADP
ajst-25956	51	83	the	the	DET
ajst-25956	51	84	tertiary	tertiary	ADJ
ajst-25956	51	85	industry	industry	NOUN
ajst-25956	51	86	(	(	PUNCT
ajst-25956	51	87	x4	x4	PROPN
ajst-25956	51	88	)	)	PUNCT
ajst-25956	51	89	,	,	PUNCT
ajst-25956	51	90	value	value	NOUN
ajst-25956	51	91	of	of	ADP
ajst-25956	51	92	the	the	DET
ajst-25956	51	93	secondary	secondary	ADJ
ajst-25956	51	94	industry	industry	NOUN
ajst-25956	51	95	(	(	PUNCT
ajst-25956	51	96	x3	x3	ADJ
ajst-25956	51	97	)	)	PUNCT
ajst-25956	51	98	,	,	PUNCT
ajst-25956	51	99	total	total	ADJ
ajst-25956	51	100	retail	retail	ADJ
ajst-25956	51	101	sales	sale	NOUN
ajst-25956	51	102	of	of	ADP
ajst-25956	51	103	consumer	consumer	NOUN
ajst-25956	51	104	goods	good	NOUN
ajst-25956	51	105	(	(	PUNCT
ajst-25956	51	106	x5	x5	PROPN
ajst-25956	51	107	)	)	PUNCT
ajst-25956	51	108	,	,	PUNCT
ajst-25956	51	109	and	and	CCONJ
ajst-25956	51	110	the	the	DET
ajst-25956	51	111	amount	amount	NOUN
ajst-25956	51	112	of	of	ADP
ajst-25956	51	113	investment	investment	NOUN
ajst-25956	51	114	in	in	ADP
ajst-25956	51	115	transportation	transportation	NOUN
ajst-25956	51	116	fixed	fix	VERB
ajst-25956	51	117	assets	asset	NOUN
ajst-25956	51	118	(	(	PUNCT
ajst-25956	51	119	x11	x11	NOUN
ajst-25956	51	120	)	)	PUNCT
ajst-25956	51	121	.	.	PUNCT
ajst-25956	52	1	3.4	3.4	NUM
ajst-25956	52	2	.	.	PUNCT
ajst-25956	52	3	pso	pso	NOUN
ajst-25956	52	4	-	-	PUNCT
ajst-25956	52	5	bp	bp	PROPN
ajst-25956	52	6	projections	projection	NOUN
ajst-25956	52	7	3.4.1	3.4.1	NUM
ajst-25956	52	8	.	.	PUNCT
ajst-25956	53	1	model	model	NOUN
ajst-25956	53	2	training	train	VERB
ajst-25956	53	3	the	the	DET
ajst-25956	53	4	set	set	NOUN
ajst-25956	53	5	parameters	parameter	NOUN
ajst-25956	53	6	are	be	AUX
ajst-25956	53	7	inputted	inputte	VERB
ajst-25956	53	8	into	into	ADP
ajst-25956	53	9	matlab	matlab	PROPN
ajst-25956	53	10	for	for	ADP
ajst-25956	53	11	setting	setting	NOUN
ajst-25956	53	12	,	,	PUNCT
ajst-25956	53	13	104	104	NUM
ajst-25956	53	14	and	and	CCONJ
ajst-25956	53	15	the	the	DET
ajst-25956	53	16	imported	import	VERB
ajst-25956	53	17	data	datum	NOUN
ajst-25956	53	18	are	be	AUX
ajst-25956	53	19	normalized	normalize	VERB
ajst-25956	53	20	by	by	ADP
ajst-25956	53	21	mapminmax	mapminmax	PROPN
ajst-25956	53	22	to	to	PART
ajst-25956	53	23	eliminate	eliminate	VERB
ajst-25956	53	24	the	the	DET
ajst-25956	53	25	scale	scale	NOUN
ajst-25956	53	26	between	between	ADP
ajst-25956	53	27	different	different	ADJ
ajst-25956	53	28	data	datum	NOUN
ajst-25956	53	29	.	.	PUNCT
ajst-25956	54	1	in	in	ADP
ajst-25956	54	2	this	this	DET
ajst-25956	54	3	paper	paper	NOUN
ajst-25956	54	4	,	,	PUNCT
ajst-25956	54	5	the	the	DET
ajst-25956	54	6	input	input	NOUN
ajst-25956	54	7	data	datum	NOUN
ajst-25956	54	8	and	and	CCONJ
ajst-25956	54	9	output	output	NOUN
ajst-25956	54	10	data	datum	NOUN
ajst-25956	54	11	of	of	ADP
ajst-25956	54	12	2005	2005	NUM
ajst-25956	54	13	-	-	SYM
ajst-25956	54	14	2022	2022	NUM
ajst-25956	54	15	are	be	AUX
ajst-25956	54	16	selected	select	VERB
ajst-25956	54	17	as	as	ADP
ajst-25956	54	18	training	training	NOUN
ajst-25956	54	19	samples	sample	NOUN
ajst-25956	54	20	.	.	PUNCT
ajst-25956	55	1	in	in	ADP
ajst-25956	55	2	view	view	NOUN
ajst-25956	55	3	of	of	ADP
ajst-25956	55	4	the	the	DET
ajst-25956	55	5	randomness	randomness	NOUN
ajst-25956	55	6	of	of	ADP
ajst-25956	55	7	the	the	DET
ajst-25956	55	8	initialization	initialization	NOUN
ajst-25956	55	9	conditions	condition	NOUN
ajst-25956	55	10	of	of	ADP
ajst-25956	55	11	the	the	DET
ajst-25956	55	12	network	network	NOUN
ajst-25956	55	13	,	,	PUNCT
ajst-25956	55	14	this	this	DET
ajst-25956	55	15	paper	paper	NOUN
ajst-25956	55	16	runs	run	VERB
ajst-25956	55	17	30	30	NUM
ajst-25956	55	18	times	time	NOUN
ajst-25956	55	19	independently	independently	ADV
ajst-25956	55	20	to	to	PART
ajst-25956	55	21	make	make	VERB
ajst-25956	55	22	the	the	DET
ajst-25956	55	23	prediction	prediction	NOUN
ajst-25956	55	24	results	result	VERB
ajst-25956	55	25	more	more	ADV
ajst-25956	55	26	accurate	accurate	ADJ
ajst-25956	55	27	.	.	PUNCT
ajst-25956	56	1	in	in	ADP
ajst-25956	56	2	this	this	DET
ajst-25956	56	3	paper	paper	NOUN
ajst-25956	56	4	,	,	PUNCT
ajst-25956	56	5	mse	mse	PROPN
ajst-25956	56	6	and	and	CCONJ
ajst-25956	56	7	mae	mae	PROPN
ajst-25956	56	8	are	be	AUX
ajst-25956	56	9	chosen	choose	VERB
ajst-25956	56	10	as	as	ADP
ajst-25956	56	11	evaluation	evaluation	NOUN
ajst-25956	56	12	indexes	index	NOUN
ajst-25956	56	13	to	to	PART
ajst-25956	56	14	evaluate	evaluate	VERB
ajst-25956	56	15	the	the	DET
ajst-25956	56	16	model	model	NOUN
ajst-25956	56	17	performance	performance	NOUN
ajst-25956	56	18	of	of	ADP
ajst-25956	56	19	bp	bp	PROPN
ajst-25956	56	20	neural	neural	ADJ
ajst-25956	56	21	network	network	NOUN
ajst-25956	56	22	(	(	PUNCT
ajst-25956	56	23	n	n	CCONJ
ajst-25956	56	24	-	-	PUNCT
ajst-25956	56	25	bp	bp	NOUN
ajst-25956	56	26	)	)	PUNCT
ajst-25956	56	27	,	,	PUNCT
ajst-25956	56	28	bp	bp	PROPN
ajst-25956	56	29	neural	neural	ADJ
ajst-25956	56	30	network	network	NOUN
ajst-25956	56	31	and	and	CCONJ
ajst-25956	56	32	pso	pso	NOUN
ajst-25956	56	33	-	-	PUNCT
ajst-25956	56	34	bp	bp	PROPN
ajst-25956	56	35	without	without	ADP
ajst-25956	56	36	feature	feature	NOUN
ajst-25956	56	37	selection	selection	NOUN
ajst-25956	56	38	,	,	PUNCT
ajst-25956	56	39	and	and	CCONJ
ajst-25956	56	40	the	the	DET
ajst-25956	56	41	specific	specific	ADJ
ajst-25956	56	42	data	datum	NOUN
ajst-25956	56	43	are	be	AUX
ajst-25956	56	44	shown	show	VERB
ajst-25956	56	45	in	in	ADP
ajst-25956	56	46	table	table	NOUN
ajst-25956	56	47	2	2	NUM
ajst-25956	56	48	.	.	PUNCT
ajst-25956	57	1	the	the	DET
ajst-25956	57	2	optimized	optimize	VERB
ajst-25956	57	3	bp	bp	PROPN
ajst-25956	57	4	neural	neural	ADJ
ajst-25956	57	5	network	network	NOUN
ajst-25956	57	6	has	have	VERB
ajst-25956	57	7	more	more	ADJ
ajst-25956	57	8	obvious	obvious	ADJ
ajst-25956	57	9	advantages	advantage	NOUN
ajst-25956	57	10	for	for	ADP
ajst-25956	57	11	the	the	DET
ajst-25956	57	12	in	in	ADP
ajst-25956	57	13	-	-	PUNCT
ajst-25956	57	14	depth	depth	NOUN
ajst-25956	57	15	learning	learning	NOUN
ajst-25956	57	16	and	and	CCONJ
ajst-25956	57	17	analysis	analysis	NOUN
ajst-25956	57	18	of	of	ADP
ajst-25956	57	19	regional	regional	ADJ
ajst-25956	57	20	logistics	logistic	NOUN
ajst-25956	57	21	demand	demand	NOUN
ajst-25956	57	22	,	,	PUNCT
ajst-25956	57	23	while	while	SCONJ
ajst-25956	57	24	the	the	DET
ajst-25956	57	25	results	result	NOUN
ajst-25956	57	26	show	show	VERB
ajst-25956	57	27	that	that	SCONJ
ajst-25956	57	28	the	the	DET
ajst-25956	57	29	random	random	ADJ
ajst-25956	57	30	forest	forest	NOUN
ajst-25956	57	31	feature	feature	NOUN
ajst-25956	57	32	selection	selection	NOUN
ajst-25956	57	33	also	also	ADV
ajst-25956	57	34	has	have	VERB
ajst-25956	57	35	excellent	excellent	ADJ
ajst-25956	57	36	performance	performance	NOUN
ajst-25956	57	37	for	for	ADP
ajst-25956	57	38	data	datum	NOUN
ajst-25956	57	39	cleaning	clean	VERB
ajst-25956	57	40	and	and	CCONJ
ajst-25956	57	41	eliminating	eliminate	VERB
ajst-25956	57	42	redundant	redundant	ADJ
ajst-25956	57	43	data	datum	NOUN
ajst-25956	57	44	.	.	PUNCT
ajst-25956	58	1	table	table	NOUN
ajst-25956	58	2	2	2	NUM
ajst-25956	58	3	.	.	PUNCT
ajst-25956	58	4	prediction	prediction	NOUN
ajst-25956	58	5	results	result	NOUN
ajst-25956	58	6	of	of	ADP
ajst-25956	58	7	various	various	ADJ
ajst-25956	58	8	methods	method	NOUN
ajst-25956	58	9	methodologies	methodology	NOUN
ajst-25956	58	10	mse	mse	PROPN
ajst-25956	58	11	mae	mae	PROPN
ajst-25956	58	12	n	n	CCONJ
ajst-25956	58	13	-	-	PUNCT
ajst-25956	58	14	bp	bp	PROPN
ajst-25956	58	15	0.70	0.70	NUM
ajst-25956	58	16	0.80	0.80	NUM
ajst-25956	58	17	bp	bp	PROPN
ajst-25956	58	18	0.35	0.35	NUM
ajst-25956	58	19	0.53	0.53	NUM
ajst-25956	58	20	pso	pso	NOUN
ajst-25956	58	21	-	-	PUNCT
ajst-25956	58	22	bp	bp	PROPN
ajst-25956	58	23	0.02	0.02	NUM
ajst-25956	58	24	0.15	0.15	NUM
ajst-25956	58	25	3.4.2	3.4.2	NUM
ajst-25956	58	26	.	.	PUNCT
ajst-25956	59	1	model	model	NOUN
ajst-25956	59	2	predictions	prediction	NOUN
ajst-25956	59	3	gray	gray	ADJ
ajst-25956	59	4	forecasting	forecasting	NOUN
ajst-25956	59	5	is	be	AUX
ajst-25956	59	6	a	a	DET
ajst-25956	59	7	common	common	ADJ
ajst-25956	59	8	forecasting	forecasting	NOUN
ajst-25956	59	9	method	method	NOUN
ajst-25956	59	10	in	in	ADP
ajst-25956	59	11	short	short	ADJ
ajst-25956	59	12	and	and	CCONJ
ajst-25956	59	13	medium	medium	ADJ
ajst-25956	59	14	-	-	PUNCT
ajst-25956	59	15	term	term	NOUN
ajst-25956	59	16	economic	economic	ADJ
ajst-25956	59	17	development	development	NOUN
ajst-25956	59	18	trend	trend	NOUN
ajst-25956	59	19	forecasting	forecasting	NOUN
ajst-25956	59	20	,	,	PUNCT
ajst-25956	59	21	with	with	ADP
ajst-25956	59	22	simple	simple	ADJ
ajst-25956	59	23	structure	structure	NOUN
ajst-25956	59	24	and	and	CCONJ
ajst-25956	59	25	quantity	quantity	NOUN
ajst-25956	59	26	demand	demand	NOUN
ajst-25956	59	27	for	for	ADP
ajst-25956	59	28	data	datum	NOUN
ajst-25956	59	29	,	,	PUNCT
ajst-25956	59	30	which	which	PRON
ajst-25956	59	31	is	be	AUX
ajst-25956	59	32	widely	widely	ADV
ajst-25956	59	33	used	use	VERB
ajst-25956	59	34	in	in	ADP
ajst-25956	59	35	engineering	engineering	NOUN
ajst-25956	59	36	management	management	NOUN
ajst-25956	59	37	and	and	CCONJ
ajst-25956	59	38	other	other	ADJ
ajst-25956	59	39	fields	field	NOUN
ajst-25956	59	40	.	.	PUNCT
ajst-25956	60	1	in	in	ADP
ajst-25956	60	2	this	this	DET
ajst-25956	60	3	paper	paper	NOUN
ajst-25956	60	4	,	,	PUNCT
ajst-25956	60	5	we	we	PRON
ajst-25956	60	6	choose	choose	VERB
ajst-25956	60	7	to	to	PART
ajst-25956	60	8	use	use	VERB
ajst-25956	60	9	gray	gray	ADJ
ajst-25956	60	10	forecasting	forecasting	NOUN
ajst-25956	60	11	to	to	PART
ajst-25956	60	12	analyze	analyze	VERB
ajst-25956	60	13	the	the	DET
ajst-25956	60	14	various	various	ADJ
ajst-25956	60	15	influencing	influence	VERB
ajst-25956	60	16	factors	factor	NOUN
ajst-25956	60	17	of	of	ADP
ajst-25956	60	18	the	the	DET
ajst-25956	60	19	regional	regional	ADJ
ajst-25956	60	20	logistics	logistic	NOUN
ajst-25956	60	21	demand	demand	NOUN
ajst-25956	60	22	,	,	PUNCT
ajst-25956	60	23	to	to	PART
ajst-25956	60	24	generate	generate	VERB
ajst-25956	60	25	the	the	DET
ajst-25956	60	26	dataset	dataset	NOUN
ajst-25956	60	27	suitable	suitable	ADJ
ajst-25956	60	28	for	for	ADP
ajst-25956	60	29	pso	pso	NOUN
ajst-25956	60	30	-	-	PUNCT
ajst-25956	60	31	bp	bp	PROPN
ajst-25956	60	32	analysis	analysis	NOUN
ajst-25956	60	33	,	,	PUNCT
ajst-25956	60	34	and	and	CCONJ
ajst-25956	60	35	to	to	PART
ajst-25956	60	36	forecast	forecast	VERB
ajst-25956	60	37	the	the	DET
ajst-25956	60	38	future	future	NOUN
ajst-25956	60	39	using	use	VERB
ajst-25956	60	40	pso	pso	NOUN
ajst-25956	60	41	-	-	PUNCT
ajst-25956	60	42	bp	bp	PROPN
ajst-25956	60	43	neural	neural	ADJ
ajst-25956	60	44	network	network	NOUN
ajst-25956	60	45	,	,	PUNCT
ajst-25956	60	46	as	as	SCONJ
ajst-25956	60	47	shown	show	VERB
ajst-25956	60	48	in	in	ADP
ajst-25956	60	49	fig	fig	NOUN
ajst-25956	60	50	.	.	PUNCT
ajst-25956	61	1	3	3	X
ajst-25956	61	2	.	.	X
ajst-25956	61	3	figure	figure	NOUN
ajst-25956	61	4	3	3	NUM
ajst-25956	61	5	.	.	PUNCT
ajst-25956	61	6	henan	henan	PROPN
ajst-25956	61	7	province	province	PROPN
ajst-25956	61	8	logistics	logistics	PROPN
ajst-25956	61	9	demand	demand	PROPN
ajst-25956	61	10	forecast	forecast	VERB
ajst-25956	61	11	3.5	3.5	NUM
ajst-25956	61	12	.	.	PUNCT
ajst-25956	62	1	development	development	NOUN
ajst-25956	62	2	proposals	proposal	NOUN
ajst-25956	62	3	this	this	DET
ajst-25956	62	4	paper	paper	NOUN
ajst-25956	62	5	collects	collect	VERB
ajst-25956	62	6	the	the	DET
ajst-25956	62	7	data	datum	NOUN
ajst-25956	62	8	related	relate	VERB
ajst-25956	62	9	to	to	ADP
ajst-25956	62	10	logistics	logistics	NOUN
ajst-25956	62	11	demand	demand	NOUN
ajst-25956	62	12	forecast	forecast	NOUN
ajst-25956	62	13	in	in	ADP
ajst-25956	62	14	henan	henan	PROPN
ajst-25956	62	15	province	province	PROPN
ajst-25956	62	16	from	from	ADP
ajst-25956	62	17	2005	2005	NUM
ajst-25956	62	18	to	to	ADP
ajst-25956	62	19	2022	2022	NUM
ajst-25956	62	20	,	,	PUNCT
ajst-25956	62	21	and	and	CCONJ
ajst-25956	62	22	after	after	ADP
ajst-25956	62	23	screening	screen	VERB
ajst-25956	62	24	by	by	ADP
ajst-25956	62	25	random	random	ADJ
ajst-25956	62	26	forest	forest	NOUN
ajst-25956	62	27	feature	feature	NOUN
ajst-25956	62	28	importance	importance	NOUN
ajst-25956	62	29	analysis	analysis	NOUN
ajst-25956	62	30	,	,	PUNCT
ajst-25956	62	31	the	the	DET
ajst-25956	62	32	optimized	optimize	VERB
ajst-25956	62	33	bp	bp	PROPN
ajst-25956	62	34	neural	neural	ADJ
ajst-25956	62	35	network	network	NOUN
ajst-25956	62	36	is	be	AUX
ajst-25956	62	37	used	use	VERB
ajst-25956	62	38	to	to	PART
ajst-25956	62	39	forecast	forecast	VERB
ajst-25956	62	40	the	the	DET
ajst-25956	62	41	logistics	logistic	NOUN
ajst-25956	62	42	demand	demand	NOUN
ajst-25956	62	43	in	in	ADP
ajst-25956	62	44	henan	henan	PROPN
ajst-25956	62	45	province	province	NOUN
ajst-25956	62	46	from	from	ADP
ajst-25956	62	47	2023	2023	NUM
ajst-25956	62	48	to	to	ADP
ajst-25956	62	49	2027	2027	NUM
ajst-25956	62	50	,	,	PUNCT
ajst-25956	62	51	and	and	CCONJ
ajst-25956	62	52	it	it	PRON
ajst-25956	62	53	is	be	AUX
ajst-25956	62	54	concluded	conclude	VERB
ajst-25956	62	55	that	that	SCONJ
ajst-25956	62	56	the	the	DET
ajst-25956	62	57	logistics	logistic	NOUN
ajst-25956	62	58	demand	demand	NOUN
ajst-25956	62	59	in	in	ADP
ajst-25956	62	60	henan	henan	PROPN
ajst-25956	62	61	province	province	PROPN
ajst-25956	62	62	in	in	ADP
ajst-25956	62	63	the	the	DET
ajst-25956	62	64	next	next	ADJ
ajst-25956	62	65	five	five	NUM
ajst-25956	62	66	years	year	NOUN
ajst-25956	62	67	shows	show	VERB
ajst-25956	62	68	an	an	DET
ajst-25956	62	69	overall	overall	ADJ
ajst-25956	62	70	upward	upward	ADJ
ajst-25956	62	71	trend	trend	NOUN
ajst-25956	62	72	,	,	PUNCT
ajst-25956	62	73	and	and	CCONJ
ajst-25956	62	74	this	this	DET
ajst-25956	62	75	data	datum	NOUN
ajst-25956	62	76	can	can	AUX
ajst-25956	62	77	be	be	AUX
ajst-25956	62	78	used	use	VERB
ajst-25956	62	79	as	as	ADP
ajst-25956	62	80	a	a	DET
ajst-25956	62	81	reference	reference	NOUN
ajst-25956	62	82	for	for	ADP
ajst-25956	62	83	the	the	DET
ajst-25956	62	84	strategic	strategic	ADJ
ajst-25956	62	85	plan	plan	NOUN
ajst-25956	62	86	of	of	ADP
ajst-25956	62	87	the	the	DET
ajst-25956	62	88	enterprises	enterprise	NOUN
ajst-25956	62	89	and	and	CCONJ
ajst-25956	62	90	the	the	DET
ajst-25956	62	91	government	government	NOUN
ajst-25956	62	92	.	.	PUNCT
ajst-25956	63	1	at	at	ADP
ajst-25956	63	2	the	the	DET
ajst-25956	63	3	same	same	ADJ
ajst-25956	63	4	time	time	NOUN
ajst-25956	63	5	,	,	PUNCT
ajst-25956	63	6	the	the	DET
ajst-25956	63	7	forecast	forecast	NOUN
ajst-25956	63	8	results	result	NOUN
ajst-25956	63	9	are	be	AUX
ajst-25956	63	10	analyzed	analyze	VERB
ajst-25956	63	11	and	and	CCONJ
ajst-25956	63	12	some	some	DET
ajst-25956	63	13	suggestions	suggestion	NOUN
ajst-25956	63	14	are	be	AUX
ajst-25956	63	15	made	make	VERB
ajst-25956	63	16	for	for	ADP
ajst-25956	63	17	the	the	DET
ajst-25956	63	18	future	future	ADJ
ajst-25956	63	19	development	development	NOUN
ajst-25956	63	20	strategy	strategy	NOUN
ajst-25956	63	21	of	of	ADP
ajst-25956	63	22	henan	henan	PROPN
ajst-25956	63	23	province	province	PROPN
ajst-25956	63	24	:	:	PUNCT
ajst-25956	63	25	(	(	PUNCT
ajst-25956	63	26	1	1	X
ajst-25956	63	27	)	)	PUNCT
ajst-25956	63	28	promote	promote	VERB
ajst-25956	63	29	regional	regional	ADJ
ajst-25956	63	30	cooperative	cooperative	ADJ
ajst-25956	63	31	development	development	NOUN
ajst-25956	63	32	strategy	strategy	NOUN
ajst-25956	63	33	.	.	PUNCT
ajst-25956	64	1	the	the	DET
ajst-25956	64	2	future	future	ADJ
ajst-25956	64	3	development	development	NOUN
ajst-25956	64	4	trend	trend	NOUN
ajst-25956	64	5	of	of	ADP
ajst-25956	64	6	logistics	logistic	NOUN
ajst-25956	64	7	in	in	ADP
ajst-25956	64	8	henan	henan	PROPN
ajst-25956	64	9	province	province	PROPN
ajst-25956	64	10	as	as	ADP
ajst-25956	64	11	a	a	DET
ajst-25956	64	12	whole	whole	NOUN
ajst-25956	64	13	shows	show	VERB
ajst-25956	64	14	a	a	DET
ajst-25956	64	15	steady	steady	ADJ
ajst-25956	64	16	upward	upward	ADJ
ajst-25956	64	17	development	development	NOUN
ajst-25956	64	18	,	,	PUNCT
ajst-25956	64	19	but	but	CCONJ
ajst-25956	64	20	the	the	DET
ajst-25956	64	21	cities	city	NOUN
ajst-25956	64	22	in	in	ADP
ajst-25956	64	23	henan	henan	PROPN
ajst-25956	64	24	province	province	PROPN
ajst-25956	64	25	still	still	ADV
ajst-25956	64	26	have	have	VERB
ajst-25956	64	27	the	the	DET
ajst-25956	64	28	situation	situation	NOUN
ajst-25956	64	29	of	of	ADP
ajst-25956	64	30	uneven	uneven	ADJ
ajst-25956	64	31	development	development	NOUN
ajst-25956	64	32	of	of	ADP
ajst-25956	64	33	logistics	logistic	NOUN
ajst-25956	64	34	,	,	PUNCT
ajst-25956	64	35	henan	henan	PROPN
ajst-25956	64	36	province	province	PROPN
ajst-25956	64	37	should	should	AUX
ajst-25956	64	38	promote	promote	VERB
ajst-25956	64	39	the	the	DET
ajst-25956	64	40	synergistic	synergistic	ADJ
ajst-25956	64	41	cooperation	cooperation	NOUN
ajst-25956	64	42	of	of	ADP
ajst-25956	64	43	cities	city	NOUN
ajst-25956	64	44	within	within	ADP
ajst-25956	64	45	and	and	CCONJ
ajst-25956	64	46	outside	outside	ADP
ajst-25956	64	47	the	the	DET
ajst-25956	64	48	province	province	NOUN
ajst-25956	64	49	,	,	PUNCT
ajst-25956	64	50	complement	complement	VERB
ajst-25956	64	51	each	each	DET
ajst-25956	64	52	other	other	ADJ
ajst-25956	64	53	's	's	PART
ajst-25956	64	54	strengths	strength	NOUN
ajst-25956	64	55	,	,	PUNCT
ajst-25956	64	56	and	and	CCONJ
ajst-25956	64	57	promote	promote	VERB
ajst-25956	64	58	the	the	DET
ajst-25956	64	59	overall	overall	ADJ
ajst-25956	64	60	development	development	NOUN
ajst-25956	64	61	of	of	ADP
ajst-25956	64	62	the	the	DET
ajst-25956	64	63	region	region	NOUN
ajst-25956	64	64	.	.	PUNCT
ajst-25956	65	1	(	(	PUNCT
ajst-25956	65	2	2	2	X
ajst-25956	65	3	)	)	PUNCT
ajst-25956	65	4	comprehensively	comprehensively	ADV
ajst-25956	65	5	improving	improve	VERB
ajst-25956	65	6	the	the	DET
ajst-25956	65	7	overall	overall	ADJ
ajst-25956	65	8	service	service	NOUN
ajst-25956	65	9	capacity	capacity	NOUN
ajst-25956	65	10	of	of	ADP
ajst-25956	65	11	the	the	DET
ajst-25956	65	12	modern	modern	ADJ
ajst-25956	65	13	logistics	logistic	NOUN
ajst-25956	65	14	and	and	CCONJ
ajst-25956	65	15	transportation	transportation	NOUN
ajst-25956	65	16	network	network	NOUN
ajst-25956	65	17	in	in	ADP
ajst-25956	65	18	henan	henan	PROPN
ajst-25956	65	19	province	province	PROPN
ajst-25956	65	20	.	.	PUNCT
ajst-25956	66	1	by	by	ADP
ajst-25956	66	2	taking	take	VERB
ajst-25956	66	3	the	the	DET
ajst-25956	66	4	optimization	optimization	NOUN
ajst-25956	66	5	of	of	ADP
ajst-25956	66	6	the	the	DET
ajst-25956	66	7	service	service	NOUN
ajst-25956	66	8	chain	chain	NOUN
ajst-25956	66	9	,	,	PUNCT
ajst-25956	66	10	the	the	DET
ajst-25956	66	11	strengthening	strengthening	NOUN
ajst-25956	66	12	of	of	ADP
ajst-25956	66	13	service	service	NOUN
ajst-25956	66	14	functions	function	NOUN
ajst-25956	66	15	,	,	PUNCT
ajst-25956	66	16	and	and	CCONJ
ajst-25956	66	17	supply	supply	NOUN
ajst-25956	66	18	chain	chain	NOUN
ajst-25956	66	19	synergy	synergy	NOUN
ajst-25956	66	20	as	as	ADP
ajst-25956	66	21	the	the	DET
ajst-25956	66	22	starting	starting	NOUN
ajst-25956	66	23	point	point	NOUN
ajst-25956	66	24	,	,	PUNCT
ajst-25956	66	25	it	it	PRON
ajst-25956	66	26	improves	improve	VERB
ajst-25956	66	27	the	the	DET
ajst-25956	66	28	service	service	NOUN
ajst-25956	66	29	level	level	NOUN
ajst-25956	66	30	of	of	ADP
ajst-25956	66	31	specialized	specialized	ADJ
ajst-25956	66	32	logistics	logistic	NOUN
ajst-25956	66	33	,	,	PUNCT
ajst-25956	66	34	pushes	push	VERB
ajst-25956	66	35	the	the	DET
ajst-25956	66	36	modern	modern	ADJ
ajst-25956	66	37	logistics	logistic	NOUN
ajst-25956	66	38	to	to	PART
ajst-25956	66	39	expand	expand	VERB
ajst-25956	66	40	it	it	PRON
ajst-25956	66	41	to	to	ADP
ajst-25956	66	42	the	the	DET
ajst-25956	66	43	upstream	upstream	NOUN
ajst-25956	66	44	and	and	CCONJ
ajst-25956	66	45	downstream	downstream	NOUN
ajst-25956	66	46	of	of	ADP
ajst-25956	66	47	the	the	DET
ajst-25956	66	48	industrial	industrial	ADJ
ajst-25956	66	49	chain	chain	NOUN
ajst-25956	66	50	,	,	PUNCT
ajst-25956	66	51	and	and	CCONJ
ajst-25956	66	52	promotes	promote	VERB
ajst-25956	66	53	the	the	DET
ajst-25956	66	54	overall	overall	ADJ
ajst-25956	66	55	upgrading	upgrading	NOUN
ajst-25956	66	56	of	of	ADP
ajst-25956	66	57	the	the	DET
ajst-25956	66	58	entire	entire	ADJ
ajst-25956	66	59	logistics	logistic	NOUN
ajst-25956	66	60	industry	industry	NOUN
ajst-25956	66	61	.	.	PUNCT
ajst-25956	67	1	it	it	PRON
ajst-25956	67	2	not	not	PART
ajst-25956	67	3	only	only	ADV
ajst-25956	67	4	makes	make	VERB
ajst-25956	67	5	the	the	DET
ajst-25956	67	6	modern	modern	ADJ
ajst-25956	67	7	logistics	logistic	NOUN
ajst-25956	67	8	service	service	NOUN
ajst-25956	67	9	system	system	NOUN
ajst-25956	67	10	in	in	ADP
ajst-25956	67	11	henan	henan	PROPN
ajst-25956	67	12	province	province	PROPN
ajst-25956	67	13	better	well	ADV
ajst-25956	67	14	developed	develop	VERB
ajst-25956	67	15	,	,	PUNCT
ajst-25956	67	16	but	but	CCONJ
ajst-25956	67	17	also	also	ADV
ajst-25956	67	18	lays	lay	VERB
ajst-25956	67	19	a	a	DET
ajst-25956	67	20	solid	solid	ADJ
ajst-25956	67	21	foundation	foundation	NOUN
ajst-25956	67	22	for	for	ADP
ajst-25956	67	23	upgrading	upgrade	VERB
ajst-25956	67	24	the	the	DET
ajst-25956	67	25	modern	modern	ADJ
ajst-25956	67	26	industrial	industrial	ADJ
ajst-25956	67	27	system	system	NOUN
ajst-25956	67	28	,	,	PUNCT
ajst-25956	67	29	promotes	promote	VERB
ajst-25956	67	30	the	the	DET
ajst-25956	67	31	industry	industry	NOUN
ajst-25956	67	32	to	to	PART
ajst-25956	67	33	enter	enter	VERB
ajst-25956	67	34	the	the	DET
ajst-25956	67	35	middle	middle	ADJ
ajst-25956	67	36	and	and	CCONJ
ajst-25956	67	37	high	high	ADJ
ajst-25956	67	38	end	end	NOUN
ajst-25956	67	39	of	of	ADP
ajst-25956	67	40	the	the	DET
ajst-25956	67	41	world	world	NOUN
ajst-25956	67	42	value	value	NOUN
ajst-25956	67	43	chain	chain	NOUN
ajst-25956	67	44	,	,	PUNCT
ajst-25956	67	45	and	and	CCONJ
ajst-25956	67	46	injects	inject	VERB
ajst-25956	67	47	powerful	powerful	ADJ
ajst-25956	67	48	kinetic	kinetic	ADJ
ajst-25956	67	49	energy	energy	NOUN
ajst-25956	67	50	into	into	ADP
ajst-25956	67	51	the	the	DET
ajst-25956	67	52	development	development	NOUN
ajst-25956	67	53	of	of	ADP
ajst-25956	67	54	china	china	PROPN
ajst-25956	67	55	's	's	PART
ajst-25956	67	56	economy	economy	NOUN
ajst-25956	67	57	.	.	PUNCT
ajst-25956	68	1	(	(	PUNCT
ajst-25956	68	2	3	3	X
ajst-25956	68	3	)	)	PUNCT
ajst-25956	68	4	increase	increase	VERB
ajst-25956	68	5	capital	capital	NOUN
ajst-25956	68	6	investment	investment	NOUN
ajst-25956	68	7	and	and	CCONJ
ajst-25956	68	8	policy	policy	NOUN
ajst-25956	68	9	support	support	NOUN
ajst-25956	68	10	.	.	PUNCT
ajst-25956	69	1	the	the	DET
ajst-25956	69	2	government	government	NOUN
ajst-25956	69	3	should	should	AUX
ajst-25956	69	4	strengthen	strengthen	VERB
ajst-25956	69	5	the	the	DET
ajst-25956	69	6	construction	construction	NOUN
ajst-25956	69	7	of	of	ADP
ajst-25956	69	8	logistics	logistic	NOUN
ajst-25956	69	9	infrastructure	infrastructure	NOUN
ajst-25956	69	10	,	,	PUNCT
ajst-25956	69	11	improve	improve	VERB
ajst-25956	69	12	roads	road	NOUN
ajst-25956	69	13	,	,	PUNCT
ajst-25956	69	14	bridges	bridge	NOUN
ajst-25956	69	15	and	and	CCONJ
ajst-25956	69	16	other	other	ADJ
ajst-25956	69	17	transportation	transportation	NOUN
ajst-25956	69	18	hubs	hub	NOUN
ajst-25956	69	19	,	,	PUNCT
ajst-25956	69	20	and	and	CCONJ
ajst-25956	69	21	promote	promote	VERB
ajst-25956	69	22	the	the	DET
ajst-25956	69	23	interconnection	interconnection	NOUN
ajst-25956	69	24	of	of	ADP
ajst-25956	69	25	logistics	logistic	NOUN
ajst-25956	69	26	regions	region	NOUN
ajst-25956	69	27	.	.	PUNCT
ajst-25956	70	1	policy	policy	NOUN
ajst-25956	70	2	support	support	NOUN
ajst-25956	70	3	for	for	ADP
ajst-25956	70	4	logistics	logistic	NOUN
ajst-25956	70	5	small	small	ADJ
ajst-25956	70	6	and	and	CCONJ
ajst-25956	70	7	medium	medium	ADJ
ajst-25956	70	8	-	-	PUNCT
ajst-25956	70	9	sized	sized	ADJ
ajst-25956	70	10	enterprises	enterprise	NOUN
ajst-25956	70	11	,	,	PUNCT
ajst-25956	70	12	through	through	ADP
ajst-25956	70	13	tax	tax	NOUN
ajst-25956	70	14	relief	relief	NOUN
ajst-25956	70	15	,	,	PUNCT
ajst-25956	70	16	improve	improve	VERB
ajst-25956	70	17	the	the	DET
ajst-25956	70	18	financing	financing	NOUN
ajst-25956	70	19	environment	environment	NOUN
ajst-25956	70	20	and	and	CCONJ
ajst-25956	70	21	other	other	ADJ
ajst-25956	70	22	ways	way	NOUN
ajst-25956	70	23	to	to	PART
ajst-25956	70	24	reduce	reduce	VERB
ajst-25956	70	25	the	the	DET
ajst-25956	70	26	pressure	pressure	NOUN
ajst-25956	70	27	on	on	ADP
ajst-25956	70	28	enterprises	enterprise	NOUN
ajst-25956	70	29	,	,	PUNCT
ajst-25956	70	30	and	and	CCONJ
ajst-25956	70	31	promote	promote	VERB
ajst-25956	70	32	the	the	DET
ajst-25956	70	33	development	development	NOUN
ajst-25956	70	34	of	of	ADP
ajst-25956	70	35	logistics	logistic	NOUN
ajst-25956	70	36	enterprises	enterprise	NOUN
ajst-25956	70	37	.	.	PUNCT
ajst-25956	71	1	the	the	DET
ajst-25956	71	2	government	government	NOUN
ajst-25956	71	3	should	should	AUX
ajst-25956	71	4	encourage	encourage	VERB
ajst-25956	71	5	and	and	CCONJ
ajst-25956	71	6	actively	actively	ADV
ajst-25956	71	7	support	support	VERB
ajst-25956	71	8	enterprises	enterprise	NOUN
ajst-25956	71	9	to	to	PART
ajst-25956	71	10	be	be	AUX
ajst-25956	71	11	market	market	NOUN
ajst-25956	71	12	-	-	PUNCT
ajst-25956	71	13	oriented	orient	VERB
ajst-25956	71	14	and	and	CCONJ
ajst-25956	71	15	strengthen	strengthen	VERB
ajst-25956	71	16	cooperation	cooperation	NOUN
ajst-25956	71	17	with	with	ADP
ajst-25956	71	18	third	third	ADJ
ajst-25956	71	19	-	-	PUNCT
ajst-25956	71	20	party	party	NOUN
ajst-25956	71	21	logistics	logistic	NOUN
ajst-25956	71	22	.	.	PUNCT
ajst-25956	72	1	for	for	ADP
ajst-25956	72	2	example	example	NOUN
ajst-25956	72	3	,	,	PUNCT
ajst-25956	72	4	it	it	PRON
ajst-25956	72	5	should	should	AUX
ajst-25956	72	6	appropriately	appropriately	ADV
ajst-25956	72	7	support	support	VERB
ajst-25956	72	8	some	some	DET
ajst-25956	72	9	third	third	ADJ
ajst-25956	72	10	-	-	PUNCT
ajst-25956	72	11	party	party	NOUN
ajst-25956	72	12	logistics	logistic	NOUN
ajst-25956	72	13	enterprises	enterprise	NOUN
ajst-25956	72	14	so	so	SCONJ
ajst-25956	72	15	that	that	SCONJ
ajst-25956	72	16	they	they	PRON
ajst-25956	72	17	can	can	AUX
ajst-25956	72	18	provide	provide	VERB
ajst-25956	72	19	better	well	ADJ
ajst-25956	72	20	services	service	NOUN
ajst-25956	72	21	for	for	ADP
ajst-25956	72	22	enterprises	enterprise	NOUN
ajst-25956	72	23	and	and	CCONJ
ajst-25956	72	24	promote	promote	VERB
ajst-25956	72	25	cooperation	cooperation	NOUN
ajst-25956	72	26	between	between	ADP
ajst-25956	72	27	them	they	PRON
ajst-25956	72	28	.	.	PUNCT
ajst-25956	73	1	[	[	X
ajst-25956	73	2	...	...	X
ajst-25956	73	3	15	15	NUM
ajst-25956	73	4	]	]	PUNCT
ajst-25956	73	5	for	for	ADP
ajst-25956	73	6	example	example	NOUN
ajst-25956	73	7	,	,	PUNCT
ajst-25956	73	8	the	the	DET
ajst-25956	73	9	government	government	NOUN
ajst-25956	73	10	should	should	AUX
ajst-25956	73	11	appropriately	appropriately	ADV
ajst-25956	73	12	support	support	VERB
ajst-25956	73	13	some	some	DET
ajst-25956	73	14	third	third	ADJ
ajst-25956	73	15	-	-	PUNCT
ajst-25956	73	16	party	party	NOUN
ajst-25956	73	17	logistics	logistic	NOUN
ajst-25956	73	18	enterprises	enterprise	NOUN
ajst-25956	73	19	to	to	PART
ajst-25956	73	20	provide	provide	VERB
ajst-25956	73	21	better	well	ADJ
ajst-25956	73	22	services	service	NOUN
ajst-25956	73	23	to	to	ADP
ajst-25956	73	24	enterprises	enterprise	NOUN
ajst-25956	73	25	and	and	CCONJ
ajst-25956	73	26	promote	promote	VERB
ajst-25956	73	27	cooperation	cooperation	NOUN
ajst-25956	73	28	between	between	ADP
ajst-25956	73	29	them	they	PRON
ajst-25956	73	30	.	.	PUNCT
ajst-25956	74	1	(	(	PUNCT
ajst-25956	74	2	4	4	X
ajst-25956	74	3	)	)	PUNCT
ajst-25956	74	4	promoting	promote	VERB
ajst-25956	74	5	the	the	DET
ajst-25956	74	6	development	development	NOUN
ajst-25956	74	7	of	of	ADP
ajst-25956	74	8	modern	modern	ADJ
ajst-25956	74	9	logistics	logistic	NOUN
ajst-25956	74	10	enterprises	enterprise	NOUN
ajst-25956	74	11	.	.	PUNCT
ajst-25956	75	1	promote	promote	VERB
ajst-25956	75	2	scientific	scientific	ADJ
ajst-25956	75	3	and	and	CCONJ
ajst-25956	75	4	technological	technological	ADJ
ajst-25956	75	5	innovation	innovation	NOUN
ajst-25956	75	6	in	in	ADP
ajst-25956	75	7	logistics	logistic	NOUN
ajst-25956	75	8	enterprises	enterprise	NOUN
ajst-25956	75	9	,	,	PUNCT
ajst-25956	75	10	promote	promote	VERB
ajst-25956	75	11	the	the	DET
ajst-25956	75	12	in	in	ADP
ajst-25956	75	13	-	-	PUNCT
ajst-25956	75	14	depth	depth	NOUN
ajst-25956	75	15	combination	combination	NOUN
ajst-25956	75	16	of	of	ADP
ajst-25956	75	17	"	"	PUNCT
ajst-25956	75	18	internet	internet	NOUN
ajst-25956	75	19	plus	plus	CCONJ
ajst-25956	75	20	"	"	PUNCT
ajst-25956	75	21	and	and	CCONJ
ajst-25956	75	22	traditional	traditional	ADJ
ajst-25956	75	23	logistics	logistic	NOUN
ajst-25956	75	24	,	,	PUNCT
ajst-25956	75	25	improve	improve	VERB
ajst-25956	75	26	the	the	DET
ajst-25956	75	27	level	level	NOUN
ajst-25956	75	28	of	of	ADP
ajst-25956	75	29	informatization	informatization	NOUN
ajst-25956	75	30	,	,	PUNCT
ajst-25956	75	31	accelerate	accelerate	VERB
ajst-25956	75	32	digital	digital	ADJ
ajst-25956	75	33	transformation	transformation	NOUN
ajst-25956	75	34	,	,	PUNCT
ajst-25956	75	35	intelligent	intelligent	ADJ
ajst-25956	75	36	upgrading	upgrading	NOUN
ajst-25956	75	37	and	and	CCONJ
ajst-25956	75	38	service	service	NOUN
ajst-25956	75	39	innovation	innovation	NOUN
ajst-25956	75	40	,	,	PUNCT
ajst-25956	75	41	and	and	CCONJ
ajst-25956	75	42	create	create	VERB
ajst-25956	75	43	e	e	NOUN
ajst-25956	75	44	-	-	NOUN
ajst-25956	75	45	commerce	commerce	ADJ
ajst-25956	75	46	industrial	industrial	ADJ
ajst-25956	75	47	parks	park	NOUN
ajst-25956	75	48	integrated	integrate	VERB
ajst-25956	75	49	with	with	ADP
ajst-25956	75	50	intelligent	intelligent	ADJ
ajst-25956	75	51	logistics	logistic	NOUN
ajst-25956	75	52	.	.	PUNCT
ajst-25956	76	1	develop	develop	VERB
ajst-25956	76	2	green	green	ADJ
ajst-25956	76	3	logistics	logistic	NOUN
ajst-25956	76	4	,	,	PUNCT
ajst-25956	76	5	build	build	VERB
ajst-25956	76	6	a	a	DET
ajst-25956	76	7	supply	supply	NOUN
ajst-25956	76	8	chain	chain	NOUN
ajst-25956	76	9	coordination	coordination	NOUN
ajst-25956	76	10	platform	platform	NOUN
ajst-25956	76	11	,	,	PUNCT
ajst-25956	76	12	develop	develop	VERB
ajst-25956	76	13	manufacturing	manufacturing	NOUN
ajst-25956	76	14	logistics	logistic	NOUN
ajst-25956	76	15	services	service	NOUN
ajst-25956	76	16	such	such	ADJ
ajst-25956	76	17	as	as	ADP
ajst-25956	76	18	lean	lean	ADJ
ajst-25956	76	19	logistics	logistic	NOUN
ajst-25956	76	20	,	,	PUNCT
ajst-25956	76	21	and	and	CCONJ
ajst-25956	76	22	promote	promote	VERB
ajst-25956	76	23	the	the	DET
ajst-25956	76	24	development	development	NOUN
ajst-25956	76	25	of	of	ADP
ajst-25956	76	26	industrial	industrial	ADJ
ajst-25956	76	27	integration	integration	NOUN
ajst-25956	76	28	in	in	ADP
ajst-25956	76	29	various	various	ADJ
ajst-25956	76	30	industries	industry	NOUN
ajst-25956	76	31	.	.	PUNCT
ajst-25956	77	1	4	4	X
ajst-25956	77	2	.	.	X
ajst-25956	77	3	conclusion	conclusion	NOUN
ajst-25956	77	4	in	in	ADP
ajst-25956	77	5	this	this	DET
ajst-25956	77	6	paper	paper	NOUN
ajst-25956	77	7	,	,	PUNCT
ajst-25956	77	8	we	we	PRON
ajst-25956	77	9	select	select	VERB
ajst-25956	77	10	typical	typical	ADJ
ajst-25956	77	11	areas	area	NOUN
ajst-25956	77	12	,	,	PUNCT
ajst-25956	77	13	use	use	VERB
ajst-25956	77	14	particle	particle	NOUN
ajst-25956	77	15	swarm	swarm	NOUN
ajst-25956	77	16	algorithm	algorithm	NOUN
ajst-25956	77	17	to	to	PART
ajst-25956	77	18	optimize	optimize	VERB
ajst-25956	77	19	the	the	DET
ajst-25956	77	20	bp	bp	PROPN
ajst-25956	77	21	neural	neural	ADJ
ajst-25956	77	22	network	network	NOUN
ajst-25956	77	23	,	,	PUNCT
ajst-25956	77	24	search	search	NOUN
ajst-25956	77	25	for	for	ADP
ajst-25956	77	26	the	the	DET
ajst-25956	77	27	optimal	optimal	ADJ
ajst-25956	77	28	initial	initial	ADJ
ajst-25956	77	29	weights	weight	NOUN
ajst-25956	77	30	and	and	CCONJ
ajst-25956	77	31	thresholds	threshold	NOUN
ajst-25956	77	32	,	,	PUNCT
ajst-25956	77	33	accelerate	accelerate	VERB
ajst-25956	77	34	the	the	DET
ajst-25956	77	35	convergence	convergence	NOUN
ajst-25956	77	36	speed	speed	NOUN
ajst-25956	77	37	,	,	PUNCT
ajst-25956	77	38	and	and	CCONJ
ajst-25956	77	39	combine	combine	VERB
ajst-25956	77	40	with	with	ADP
ajst-25956	77	41	the	the	DET
ajst-25956	77	42	random	random	ADJ
ajst-25956	77	43	forest	forest	NOUN
ajst-25956	77	44	feature	feature	NOUN
ajst-25956	77	45	importance	importance	NOUN
ajst-25956	77	46	analysis	analysis	NOUN
ajst-25956	77	47	to	to	PART
ajst-25956	77	48	screen	screen	VERB
ajst-25956	77	49	out	out	ADP
ajst-25956	77	50	the	the	DET
ajst-25956	77	51	effective	effective	ADJ
ajst-25956	77	52	features	feature	NOUN
ajst-25956	77	53	,	,	PUNCT
ajst-25956	77	54	which	which	PRON
ajst-25956	77	55	can	can	AUX
ajst-25956	77	56	improve	improve	VERB
ajst-25956	77	57	the	the	DET
ajst-25956	77	58	prediction	prediction	NOUN
ajst-25956	77	59	ability	ability	NOUN
ajst-25956	77	60	and	and	CCONJ
ajst-25956	77	61	stability	stability	NOUN
ajst-25956	77	62	of	of	ADP
ajst-25956	77	63	the	the	DET
ajst-25956	77	64	bp	bp	PROPN
ajst-25956	77	65	neural	neural	PROPN
ajst-25956	77	66	network	network	NOUN
ajst-25956	77	67	more	more	ADV
ajst-25956	77	68	efficiently	efficiently	ADV
ajst-25956	77	69	and	and	CCONJ
ajst-25956	77	70	effectively	effectively	ADV
ajst-25956	77	71	,	,	PUNCT
ajst-25956	77	72	construct	construct	VERB
ajst-25956	77	73	a	a	DET
ajst-25956	77	74	dataset	dataset	NOUN
ajst-25956	77	75	by	by	ADP
ajst-25956	77	76	using	use	VERB
ajst-25956	77	77	grey	grey	PROPN
ajst-25956	77	78	prediction	prediction	NOUN
ajst-25956	77	79	,	,	PUNCT
ajst-25956	77	80	and	and	CCONJ
ajst-25956	77	81	make	make	VERB
ajst-25956	77	82	a	a	DET
ajst-25956	77	83	prediction	prediction	NOUN
ajst-25956	77	84	of	of	ADP
ajst-25956	77	85	the	the	DET
ajst-25956	77	86	future	future	NOUN
ajst-25956	77	87	based	base	VERB
ajst-25956	77	88	on	on	ADP
ajst-25956	77	89	the	the	DET
ajst-25956	77	90	optimized	optimize	VERB
ajst-25956	77	91	bp	bp	PROPN
ajst-25956	77	92	neural	neural	ADJ
ajst-25956	77	93	network	network	NOUN
ajst-25956	77	94	,	,	PUNCT
ajst-25956	77	95	and	and	CCONJ
ajst-25956	77	96	to	to	PART
ajst-25956	77	97	put	put	VERB
ajst-25956	77	98	forward	forward	ADV
ajst-25956	77	99	scientific	scientific	ADJ
ajst-25956	77	100	suggestions	suggestion	NOUN
ajst-25956	77	101	to	to	PART
ajst-25956	77	102	help	help	VERB
ajst-25956	77	103	the	the	DET
ajst-25956	77	104	government	government	NOUN
ajst-25956	77	105	and	and	CCONJ
ajst-25956	77	106	enterprises	enterprise	NOUN
ajst-25956	77	107	to	to	PART
ajst-25956	77	108	make	make	VERB
ajst-25956	77	109	decisions	decision	NOUN
ajst-25956	77	110	.	.	PUNCT
ajst-25956	78	1	this	this	DET
ajst-25956	78	2	paper	paper	NOUN
ajst-25956	78	3	analyzes	analyze	VERB
ajst-25956	78	4	the	the	DET
ajst-25956	78	5	historical	historical	ADJ
ajst-25956	78	6	data	data	NOUN
ajst-25956	78	7	trend	trend	NOUN
ajst-25956	78	8	through	through	ADP
ajst-25956	78	9	the	the	DET
ajst-25956	78	10	gray	gray	ADJ
ajst-25956	78	11	prediction	prediction	NOUN
ajst-25956	78	12	model	model	NOUN
ajst-25956	78	13	,	,	PUNCT
ajst-25956	78	14	and	and	CCONJ
ajst-25956	78	15	analyzes	analyze	VERB
ajst-25956	78	16	the	the	DET
ajst-25956	78	17	future	future	ADJ
ajst-25956	78	18	logistics	logistic	NOUN
ajst-25956	78	19	demand	demand	NOUN
ajst-25956	78	20	prediction	prediction	NOUN
ajst-25956	78	21	using	use	VERB
ajst-25956	78	22	pso	pso	NOUN
ajst-25956	78	23	-	-	PUNCT
ajst-25956	78	24	bp	bp	PROPN
ajst-25956	78	25	neural	neural	ADJ
ajst-25956	78	26	network	network	NOUN
ajst-25956	78	27	to	to	PART
ajst-25956	78	28	help	help	VERB
ajst-25956	78	29	the	the	DET
ajst-25956	78	30	government	government	NOUN
ajst-25956	78	31	and	and	CCONJ
ajst-25956	78	32	enterprises	enterprise	NOUN
ajst-25956	78	33	provide	provide	VERB
ajst-25956	78	34	scientific	scientific	ADJ
ajst-25956	78	35	guidance	guidance	NOUN
ajst-25956	78	36	for	for	ADP
ajst-25956	78	37	105	105	NUM
ajst-25956	78	38	decision	decision	NOUN
ajst-25956	78	39	-	-	PUNCT
ajst-25956	78	40	making	making	NOUN
ajst-25956	78	41	.	.	PUNCT
ajst-25956	79	1	the	the	DET
ajst-25956	79	2	actual	actual	ADJ
ajst-25956	79	3	results	result	NOUN
ajst-25956	79	4	show	show	VERB
ajst-25956	79	5	that	that	SCONJ
ajst-25956	79	6	the	the	DET
ajst-25956	79	7	combination	combination	NOUN
ajst-25956	79	8	model	model	NOUN
ajst-25956	79	9	constructed	construct	VERB
ajst-25956	79	10	by	by	ADP
ajst-25956	79	11	using	use	VERB
ajst-25956	79	12	random	random	ADJ
ajst-25956	79	13	forest	forest	NOUN
ajst-25956	79	14	,	,	PUNCT
ajst-25956	79	15	particle	particle	NOUN
ajst-25956	79	16	swarm	swarm	NOUN
ajst-25956	79	17	optimization	optimization	NOUN
ajst-25956	79	18	algorithm	algorithm	NOUN
ajst-25956	79	19	and	and	CCONJ
ajst-25956	79	20	bp	bp	PROPN
ajst-25956	79	21	neural	neural	ADJ
ajst-25956	79	22	network	network	NOUN
ajst-25956	79	23	proposed	propose	VERB
ajst-25956	79	24	in	in	ADP
ajst-25956	79	25	this	this	DET
ajst-25956	79	26	paper	paper	NOUN
ajst-25956	79	27	is	be	AUX
ajst-25956	79	28	more	more	ADV
ajst-25956	79	29	accurate	accurate	ADJ
ajst-25956	79	30	than	than	ADP
ajst-25956	79	31	a	a	DET
ajst-25956	79	32	single	single	ADJ
ajst-25956	79	33	model	model	NOUN
ajst-25956	79	34	,	,	PUNCT
ajst-25956	79	35	and	and	CCONJ
ajst-25956	79	36	the	the	DET
ajst-25956	79	37	performance	performance	NOUN
ajst-25956	79	38	of	of	ADP
ajst-25956	79	39	the	the	DET
ajst-25956	79	40	model	model	NOUN
ajst-25956	79	41	has	have	AUX
ajst-25956	79	42	been	be	AUX
ajst-25956	79	43	effectively	effectively	ADV
ajst-25956	79	44	improved	improve	VERB
ajst-25956	79	45	,	,	PUNCT
ajst-25956	79	46	and	and	CCONJ
ajst-25956	79	47	its	its	PRON
ajst-25956	79	48	prediction	prediction	NOUN
ajst-25956	79	49	of	of	ADP
ajst-25956	79	50	the	the	DET
ajst-25956	79	51	future	future	NOUN
ajst-25956	79	52	and	and	CCONJ
ajst-25956	79	53	the	the	DET
ajst-25956	79	54	suggestions	suggestion	NOUN
ajst-25956	79	55	made	make	VERB
ajst-25956	79	56	according	accord	VERB
ajst-25956	79	57	to	to	ADP
ajst-25956	79	58	it	it	PRON
ajst-25956	79	59	can	can	AUX
ajst-25956	79	60	effectively	effectively	ADV
ajst-25956	79	61	provide	provide	VERB
ajst-25956	79	62	support	support	NOUN
ajst-25956	79	63	for	for	ADP
ajst-25956	79	64	the	the	DET
ajst-25956	79	65	scientific	scientific	ADJ
ajst-25956	79	66	decision	decision	NOUN
ajst-25956	79	67	-	-	PUNCT
ajst-25956	79	68	making	making	NOUN
ajst-25956	79	69	of	of	ADP
ajst-25956	79	70	the	the	DET
ajst-25956	79	71	enterprises	enterprise	NOUN
ajst-25956	79	72	and	and	CCONJ
ajst-25956	79	73	the	the	DET
ajst-25956	79	74	government	government	NOUN
ajst-25956	79	75	.	.	PUNCT
ajst-25956	80	1	this	this	DET
ajst-25956	80	2	paper	paper	NOUN
ajst-25956	80	3	is	be	AUX
ajst-25956	80	4	affected	affect	VERB
ajst-25956	80	5	by	by	ADP
ajst-25956	80	6	the	the	DET
ajst-25956	80	7	statistical	statistical	ADJ
ajst-25956	80	8	system	system	NOUN
ajst-25956	80	9	and	and	CCONJ
ajst-25956	80	10	caliber	caliber	NOUN
ajst-25956	80	11	,	,	PUNCT
ajst-25956	80	12	it	it	PRON
ajst-25956	80	13	is	be	AUX
ajst-25956	80	14	difficult	difficult	ADJ
ajst-25956	80	15	to	to	PART
ajst-25956	80	16	obtain	obtain	VERB
ajst-25956	80	17	a	a	DET
ajst-25956	80	18	large	large	ADJ
ajst-25956	80	19	amount	amount	NOUN
ajst-25956	80	20	of	of	ADP
ajst-25956	80	21	detailed	detailed	ADJ
ajst-25956	80	22	data	datum	NOUN
ajst-25956	80	23	,	,	PUNCT
ajst-25956	80	24	the	the	DET
ajst-25956	80	25	trained	train	VERB
ajst-25956	80	26	learning	learning	NOUN
ajst-25956	80	27	model	model	NOUN
ajst-25956	80	28	does	do	AUX
ajst-25956	80	29	not	not	PART
ajst-25956	80	30	have	have	VERB
ajst-25956	80	31	a	a	DET
ajst-25956	80	32	large	large	ADJ
ajst-25956	80	33	amount	amount	NOUN
ajst-25956	80	34	of	of	ADP
ajst-25956	80	35	data	datum	NOUN
ajst-25956	80	36	in	in	ADP
ajst-25956	80	37	the	the	DET
ajst-25956	80	38	future	future	NOUN
ajst-25956	80	39	can	can	AUX
ajst-25956	80	40	look	look	VERB
ajst-25956	80	41	for	for	ADP
ajst-25956	80	42	more	more	ADV
ajst-25956	80	43	comprehensive	comprehensive	ADJ
ajst-25956	80	44	data	datum	NOUN
ajst-25956	80	45	,	,	PUNCT
ajst-25956	80	46	or	or	CCONJ
ajst-25956	80	47	use	use	VERB
ajst-25956	80	48	other	other	ADJ
ajst-25956	80	49	algorithms	algorithm	NOUN
ajst-25956	80	50	for	for	ADP
ajst-25956	80	51	optimization	optimization	NOUN
ajst-25956	80	52	.	.	PUNCT
ajst-25956	81	1	references	reference	NOUN
ajst-25956	81	2	[	[	X
ajst-25956	81	3	1	1	X
ajst-25956	81	4	]	]	PUNCT
ajst-25956	81	5	hao	hao	PROPN
ajst-25956	81	6	yangyang	yangyang	PROPN
ajst-25956	81	7	,	,	PUNCT
ajst-25956	81	8	zou	zou	PROPN
ajst-25956	81	9	yu	yu	PROPN
ajst-25956	81	10	.	.	PUNCT
ajst-25956	82	1	demand	demand	NOUN
ajst-25956	82	2	forecasting	forecasting	NOUN
ajst-25956	82	3	of	of	ADP
ajst-25956	82	4	fresh	fresh	ADJ
ajst-25956	82	5	agricultural	agricultural	ADJ
ajst-25956	82	6	products	product	NOUN
ajst-25956	82	7	logistics	logistic	NOUN
ajst-25956	82	8	in	in	ADP
ajst-25956	82	9	shanghai	shanghai	PROPN
ajst-25956	82	10	based	base	VERB
ajst-25956	82	11	on	on	ADP
ajst-25956	82	12	bp	bp	PROPN
ajst-25956	82	13	neural	neural	ADJ
ajst-25956	82	14	network	network	NOUN
ajst-25956	83	1	[	[	X
ajst-25956	83	2	j	j	X
ajst-25956	83	3	]	]	X
ajst-25956	83	4	.	.	PUNCT
ajst-25956	84	1	journal	journal	PROPN
ajst-25956	84	2	of	of	ADP
ajst-25956	84	3	shanghai	shanghai	PROPN
ajst-25956	84	4	maritime	maritime	PROPN
ajst-25956	84	5	university	university	PROPN
ajst-25956	84	6	,	,	PUNCT
ajst-25956	84	7	2024	2024	NUM
ajst-25956	84	8	,	,	PUNCT
ajst-25956	84	9	45(01	45(01	NUM
ajst-25956	84	10	):	):	PUNCT
ajst-25956	84	11	39	39	NUM
ajst-25956	84	12	-	-	SYM
ajst-25956	84	13	45	45	NUM
ajst-25956	84	14	+	+	NOUN
ajst-25956	84	15	69	69	NUM
ajst-25956	84	16	.	.	PUNCT
ajst-25956	85	1	[	[	X
ajst-25956	85	2	2	2	NUM
ajst-25956	85	3	]	]	SYM
ajst-25956	85	4	hu	hu	PROPN
ajst-25956	85	5	y	y	PROPN
ajst-25956	85	6	c.	c.	PROPN
ajst-25956	85	7	constructing	construct	VERB
ajst-25956	85	8	grey	grey	ADJ
ajst-25956	85	9	prediction	prediction	NOUN
ajst-25956	85	10	models	model	NOUN
ajst-25956	85	11	using	use	VERB
ajst-25956	85	12	grey	grey	ADJ
ajst-25956	85	13	relational	relational	ADJ
ajst-25956	85	14	analysis	analysis	NOUN
ajst-25956	85	15	and	and	CCONJ
ajst-25956	85	16	neural	neural	ADJ
ajst-25956	85	17	networks	network	NOUN
ajst-25956	85	18	for	for	ADP
ajst-25956	85	19	magnesium	magnesium	NOUN
ajst-25956	85	20	material	material	NOUN
ajst-25956	85	21	demand	demand	NOUN
ajst-25956	85	22	forecasting[j	forecasting[j	NOUN
ajst-25956	85	23	]	]	PUNCT
ajst-25956	85	24	.	.	PUNCT
ajst-25956	85	25	applied	apply	VERB
ajst-25956	85	26	soft	soft	ADJ
ajst-25956	85	27	computing	computing	NOUN
ajst-25956	85	28	,	,	PUNCT
ajst-25956	85	29	2020	2020	NUM
ajst-25956	85	30	,	,	PUNCT
ajst-25956	85	31	93	93	NUM
ajst-25956	85	32	:	:	SYM
ajst-25956	85	33	106398	106398	NUM
ajst-25956	85	34	.	.	PUNCT
ajst-25956	86	1	[	[	X
ajst-25956	86	2	3	3	X
ajst-25956	86	3	]	]	X
ajst-25956	86	4	dey	dey	PROPN
ajst-25956	86	5	b	b	PROPN
ajst-25956	86	6	,	,	PUNCT
ajst-25956	86	7	roy	roy	PROPN
ajst-25956	86	8	b	b	PROPN
ajst-25956	86	9	,	,	PUNCT
ajst-25956	86	10	datta	datta	PROPN
ajst-25956	86	11	s	s	PROPN
ajst-25956	86	12	,	,	PUNCT
ajst-25956	86	13	et	et	PROPN
ajst-25956	86	14	al	al	PROPN
ajst-25956	86	15	.	.	PUNCT
ajst-25956	86	16	forecasting	forecast	VERB
ajst-25956	86	17	ethanol	ethanol	NOUN
ajst-25956	86	18	demand	demand	NOUN
ajst-25956	86	19	in	in	ADP
ajst-25956	86	20	india	india	PROPN
ajst-25956	86	21	to	to	PART
ajst-25956	86	22	meet	meet	VERB
ajst-25956	86	23	future	future	ADJ
ajst-25956	86	24	blending	blend	VERB
ajst-25956	86	25	targets	target	NOUN
ajst-25956	86	26	:	:	PUNCT
ajst-25956	86	27	a	a	DET
ajst-25956	86	28	comparison	comparison	NOUN
ajst-25956	86	29	of	of	ADP
ajst-25956	86	30	arima	arima	PROPN
ajst-25956	86	31	and	and	CCONJ
ajst-25956	86	32	various	various	ADJ
ajst-25956	86	33	regression	regression	NOUN
ajst-25956	86	34	models[j	models[j	PROPN
ajst-25956	86	35	]	]	PUNCT
ajst-25956	86	36	.	.	PUNCT
ajst-25956	87	1	energy	energy	NOUN
ajst-25956	87	2	reports	report	NOUN
ajst-25956	87	3	,	,	PUNCT
ajst-25956	87	4	2023	2023	NUM
ajst-25956	87	5	,	,	PUNCT
ajst-25956	87	6	9(supplement	9(supplement	NOUN
ajst-25956	87	7	1	1	NUM
ajst-25956	87	8	):	):	PUNCT
ajst-25956	87	9	411	411	NUM
ajst-25956	87	10	-	-	SYM
ajst-25956	87	11	418	418	NUM
ajst-25956	87	12	.	.	PUNCT
ajst-25956	88	1	[	[	X
ajst-25956	88	2	4	4	NUM
ajst-25956	88	3	]	]	X
ajst-25956	88	4	fang	fang	X
ajst-25956	88	5	t	t	PROPN
ajst-25956	88	6	t	t	PROPN
ajst-25956	88	7	,	,	PUNCT
ajst-25956	88	8	lahdelma	lahdelma	PROPN
ajst-25956	88	9	r.	r.	PROPN
ajst-25956	88	10	evaluation	evaluation	NOUN
ajst-25956	88	11	of	of	ADP
ajst-25956	88	12	a	a	DET
ajst-25956	88	13	multiple	multiple	ADJ
ajst-25956	88	14	linear	linear	ADJ
ajst-25956	88	15	regression	regression	NOUN
ajst-25956	88	16	model	model	NOUN
ajst-25956	88	17	and	and	CCONJ
ajst-25956	88	18	sarima	sarima	NOUN
ajst-25956	88	19	model	model	NOUN
ajst-25956	88	20	in	in	ADP
ajst-25956	88	21	forecasting	forecast	VERB
ajst-25956	88	22	heat	heat	NOUN
ajst-25956	88	23	demand	demand	NOUN
ajst-25956	88	24	for	for	ADP
ajst-25956	88	25	district	district	NOUN
ajst-25956	88	26	heating	heat	VERB
ajst-25956	88	27	system[j	system[j	NOUN
ajst-25956	88	28	]	]	PUNCT
ajst-25956	88	29	.	.	PUNCT
ajst-25956	88	30	applied	apply	VERB
ajst-25956	88	31	energy	energy	NOUN
ajst-25956	88	32	,	,	PUNCT
ajst-25956	88	33	2016	2016	NUM
ajst-25956	88	34	,	,	PUNCT
ajst-25956	88	35	179	179	NUM
ajst-25956	88	36	:	:	PUNCT
ajst-25956	88	37	544	544	NUM
ajst-25956	88	38	-	-	SYM
ajst-25956	88	39	552	552	NUM
ajst-25956	88	40	.	.	PUNCT
ajst-25956	89	1	[	[	X
ajst-25956	89	2	5	5	NUM
ajst-25956	89	3	]	]	PUNCT
ajst-25956	89	4	li	li	PROPN
ajst-25956	89	5	sicong	sicong	PROPN
ajst-25956	89	6	,	,	PUNCT
ajst-25956	89	7	ye	ye	PROPN
ajst-25956	89	8	jing	jing	NOUN
ajst-25956	89	9	.	.	PUNCT
ajst-25956	90	1	demand	demand	VERB
ajst-25956	90	2	analysis	analysis	NOUN
ajst-25956	90	3	and	and	CCONJ
ajst-25956	90	4	prediction	prediction	NOUN
ajst-25956	90	5	of	of	ADP
ajst-25956	90	6	cold	cold	ADJ
ajst-25956	90	7	chain	chain	NOUN
ajst-25956	90	8	logistics	logistic	NOUN
ajst-25956	90	9	of	of	ADP
ajst-25956	90	10	agricultural	agricultural	ADJ
ajst-25956	90	11	products	product	NOUN
ajst-25956	90	12	based	base	VERB
ajst-25956	90	13	on	on	ADP
ajst-25956	90	14	gray	gray	ADJ
ajst-25956	90	15	regression	regression	NOUN
ajst-25956	90	16	model[j	model[j	PROPN
ajst-25956	90	17	]	]	X
ajst-25956	90	18	.	.	PUNCT
ajst-25956	91	1	highway	highway	NOUN
ajst-25956	91	2	transportation	transportation	PROPN
ajst-25956	91	3	science	science	NOUN
ajst-25956	91	4	and	and	CCONJ
ajst-25956	91	5	technology	technology	NOUN
ajst-25956	91	6	,	,	PUNCT
ajst-25956	91	7	2022	2022	NUM
ajst-25956	91	8	,	,	PUNCT
ajst-25956	91	9	39(05	39(05	NUM
ajst-25956	91	10	):	):	PUNCT
ajst-25956	91	11	166	166	NUM
ajst-25956	91	12	-	-	SYM
ajst-25956	91	13	174	174	NUM
ajst-25956	91	14	.	.	PUNCT
ajst-25956	92	1	[	[	X
ajst-25956	92	2	6	6	NUM
ajst-25956	92	3	]	]	SYM
ajst-25956	92	4	li	li	PROPN
ajst-25956	92	5	xia	xia	PROPN
ajst-25956	92	6	pei	pei	PROPN
ajst-25956	92	7	.	.	PUNCT
ajst-25956	93	1	demand	demand	NOUN
ajst-25956	93	2	forecasting	forecasting	NOUN
ajst-25956	93	3	of	of	ADP
ajst-25956	93	4	agricultural	agricultural	ADJ
ajst-25956	93	5	products	product	NOUN
ajst-25956	93	6	logistics	logistic	NOUN
ajst-25956	93	7	based	base	VERB
ajst-25956	93	8	on	on	ADP
ajst-25956	93	9	gray	gray	ADJ
ajst-25956	93	10	linear	linear	ADJ
ajst-25956	93	11	combination	combination	NOUN
ajst-25956	93	12	model[j	model[j	NOUN
ajst-25956	93	13	]	]	PUNCT
ajst-25956	93	14	.	.	PUNCT
ajst-25956	94	1	journal	journal	PROPN
ajst-25956	94	2	of	of	ADP
ajst-25956	94	3	beijing	beijing	PROPN
ajst-25956	94	4	jiaotong	jiaotong	PROPN
ajst-25956	94	5	university	university	PROPN
ajst-25956	94	6	(	(	PUNCT
ajst-25956	94	7	social	social	ADJ
ajst-25956	94	8	science	science	NOUN
ajst-25956	94	9	edition	edition	PROPN
ajst-25956	94	10	)	)	PUNCT
ajst-25956	94	11	,	,	PUNCT
ajst-25956	94	12	2017	2017	NUM
ajst-25956	94	13	,	,	PUNCT
ajst-25956	94	14	16(01	16(01	NUM
ajst-25956	94	15	):	):	PUNCT
ajst-25956	94	16	120	120	NUM
ajst-25956	94	17	-	-	SYM
ajst-25956	94	18	126	126	NUM
ajst-25956	94	19	.	.	PUNCT
ajst-25956	95	1	[	[	X
ajst-25956	95	2	7	7	X
ajst-25956	95	3	]	]	X
ajst-25956	95	4	wang	wang	PROPN
ajst-25956	95	5	xinli	xinli	PROPN
ajst-25956	95	6	,	,	PUNCT
ajst-25956	95	7	zhao	zhao	PROPN
ajst-25956	95	8	kun	kun	PROPN
ajst-25956	95	9	.	.	PUNCT
ajst-25956	96	1	neural	neural	ADJ
ajst-25956	96	2	network	network	NOUN
ajst-25956	96	3	-	-	PUNCT
ajst-25956	96	4	based	base	VERB
ajst-25956	96	5	demand	demand	NOUN
ajst-25956	96	6	forecasting	forecast	VERB
ajst-25956	96	7	research	research	NOUN
ajst-25956	96	8	on	on	ADP
ajst-25956	96	9	agricultural	agricultural	ADJ
ajst-25956	96	10	products	product	NOUN
ajst-25956	96	11	logistics[j	logistics[j	PROPN
ajst-25956	96	12	]	]	PUNCT
ajst-25956	96	13	.	.	PUNCT
ajst-25956	97	1	agricultural	agricultural	ADJ
ajst-25956	97	2	technology	technology	NOUN
ajst-25956	97	3	and	and	CCONJ
ajst-25956	97	4	economy,2010(02):62	economy,2010(02):62	NOUN
ajst-25956	97	5	-	-	PROPN
ajst-25956	97	6	68	68	NUM
ajst-25956	97	7	.	.	PUNCT
ajst-25956	98	1	[	[	X
ajst-25956	98	2	8	8	NUM
ajst-25956	98	3	]	]	X
ajst-25956	98	4	wang	wang	PROPN
ajst-25956	98	5	yuxin	yuxin	PROPN
ajst-25956	98	6	.	.	PUNCT
ajst-25956	99	1	research	research	NOUN
ajst-25956	99	2	on	on	ADP
ajst-25956	99	3	logistics	logistic	NOUN
ajst-25956	99	4	demand	demand	NOUN
ajst-25956	99	5	forecasting	forecasting	NOUN
ajst-25956	99	6	in	in	ADP
ajst-25956	99	7	liaoning	liaoning	PROPN
ajst-25956	99	8	province	province	PROPN
ajst-25956	99	9	based	base	VERB
ajst-25956	99	10	on	on	ADP
ajst-25956	99	11	bp	bp	PROPN
ajst-25956	99	12	neural	neural	ADJ
ajst-25956	99	13	network	network	NOUN
ajst-25956	100	1	[	[	X
ajst-25956	100	2	j	j	X
ajst-25956	100	3	]	]	X
ajst-25956	100	4	.	.	PUNCT
ajst-25956	101	1	science	science	NOUN
ajst-25956	101	2	and	and	CCONJ
ajst-25956	101	3	industry	industry	NOUN
ajst-25956	101	4	,	,	PUNCT
ajst-25956	101	5	2024	2024	NUM
ajst-25956	101	6	,	,	PUNCT
ajst-25956	101	7	24(04	24(04	NUM
ajst-25956	101	8	):	):	PUNCT
ajst-25956	101	9	177	177	NUM
ajst-25956	101	10	-	-	SYM
ajst-25956	101	11	183	183	NUM
ajst-25956	101	12	.	.	PUNCT
ajst-25956	102	1	[	[	X
ajst-25956	102	2	9	9	NUM
ajst-25956	102	3	]	]	PUNCT
ajst-25956	102	4	he	he	PRON
ajst-25956	102	5	mengtong	mengtong	PROPN
ajst-25956	102	6	,	,	PUNCT
ajst-25956	102	7	zhang	zhang	PROPN
ajst-25956	102	8	ling	ling	PROPN
ajst-25956	102	9	.	.	PUNCT
ajst-25956	103	1	yunnan	yunnan	PROPN
ajst-25956	103	2	flower	flower	PROPN
ajst-25956	103	3	logistics	logistics	PROPN
ajst-25956	103	4	demand	demand	NOUN
ajst-25956	103	5	forecast	forecast	NOUN
ajst-25956	103	6	based	base	VERB
ajst-25956	103	7	on	on	ADP
ajst-25956	103	8	bp	bp	PROPN
ajst-25956	103	9	neural	neural	PROPN
ajst-25956	103	10	network[j	network[j	PROPN
ajst-25956	103	11	]	]	PUNCT
ajst-25956	103	12	.	.	PUNCT
ajst-25956	104	1	logistics	logistic	NOUN
ajst-25956	104	2	science	science	NOUN
ajst-25956	104	3	and	and	CCONJ
ajst-25956	104	4	technology	technology	NOUN
ajst-25956	104	5	,	,	PUNCT
ajst-25956	104	6	2024	2024	NUM
ajst-25956	104	7	,	,	PUNCT
ajst-25956	104	8	47(01	47(01	NUM
ajst-25956	104	9	):	):	PUNCT
ajst-25956	104	10	63	63	NUM
ajst-25956	104	11	-	-	SYM
ajst-25956	104	12	66	66	NUM
ajst-25956	104	13	.	.	PUNCT
ajst-25956	105	1	[	[	X
ajst-25956	105	2	10	10	NUM
ajst-25956	105	3	]	]	X
ajst-25956	105	4	huang	huang	PROPN
ajst-25956	105	5	jh	jh	PROPN
ajst-25956	105	6	,	,	PUNCT
ajst-25956	105	7	zhang	zhang	PROPN
ajst-25956	105	8	d.	d.	PROPN
ajst-25956	105	9	an	an	DET
ajst-25956	105	10	improved	improve	VERB
ajst-25956	105	11	gm	gm	PROPN
ajst-25956	105	12	-	-	PUNCT
ajst-25956	105	13	bpnn	bpnn	NOUN
ajst-25956	105	14	combination	combination	NOUN
ajst-25956	105	15	forecasting	forecasting	NOUN
ajst-25956	105	16	method	method	NOUN
ajst-25956	105	17	for	for	ADP
ajst-25956	105	18	uncertain	uncertain	ADJ
ajst-25956	105	19	logistics	logistic	NOUN
ajst-25956	105	20	demand	demand	NOUN
ajst-25956	105	21	[	[	X
ajst-25956	105	22	j	j	X
ajst-25956	105	23	]	]	X
ajst-25956	105	24	.	.	PUNCT
ajst-25956	106	1	statistics	statistic	NOUN
ajst-25956	106	2	and	and	CCONJ
ajst-25956	106	3	decision	decision	VERB
ajst-25956	106	4	making,2022,38(16):26	making,2022,38(16):26	NOUN
ajst-25956	106	5	-	-	SYM
ajst-25956	106	6	29	29	NUM
ajst-25956	106	7	.	.	PUNCT
ajst-25956	107	1	[	[	X
ajst-25956	107	2	11	11	NUM
ajst-25956	107	3	]	]	X
ajst-25956	107	4	wang	wang	PROPN
ajst-25956	107	5	xiaoping	xiaoping	PROPN
ajst-25956	107	6	,	,	PUNCT
ajst-25956	107	7	yan	yan	PROPN
ajst-25956	108	1	fei.2019.forecasting	fei.2019.forecasting	PROPN
ajst-25956	108	2	demand	demand	NOUN
ajst-25956	108	3	for	for	ADP
ajst-25956	108	4	cold	cold	ADJ
ajst-25956	108	5	chain	chain	NOUN
ajst-25956	108	6	logistics	logistic	NOUN
ajst-25956	108	7	of	of	ADP
ajst-25956	108	8	agricultural	agricultural	ADJ
ajst-25956	108	9	products	product	NOUN
ajst-25956	108	10	in	in	ADP
ajst-25956	108	11	beijing	beijing	PROPN
ajst-25956	108	12	cities	city	NOUN
ajst-25956	108	13	and	and	CCONJ
ajst-25956	108	14	towns	town	NOUN
ajst-25956	108	15	based	base	VERB
ajst-25956	108	16	on	on	ADP
ajst-25956	108	17	ga	ga	PROPN
ajst-25956	108	18	-	-	PUNCT
ajst-25956	108	19	bp	bp	PROPN
ajst-25956	108	20	model[j	model[j	PROPN
ajst-25956	108	21	]	]	PUNCT
ajst-25956	108	22	.	.	PUNCT
ajst-25956	109	1	practice	practice	NOUN
ajst-25956	109	2	and	and	CCONJ
ajst-25956	109	3	understanding	understanding	NOUN
ajst-25956	109	4	of	of	ADP
ajst-25956	109	5	mathematics,49(21):17	mathematics,49(21):17	PROPN
ajst-25956	109	6	-	-	PUNCT
ajst-25956	109	7	27	27	NUM
ajst-25956	109	8	.	.	PUNCT
ajst-25956	110	1	[	[	X
ajst-25956	110	2	12	12	NUM
ajst-25956	110	3	]	]	X
ajst-25956	110	4	hu	hu	PROPN
ajst-25956	110	5	xiaojian	xiaojian	PROPN
ajst-25956	110	6	,	,	PUNCT
ajst-25956	110	7	zhang	zhang	PROPN
ajst-25956	110	8	meiyan	meiyan	PROPN
ajst-25956	110	9	,	,	PUNCT
ajst-25956	110	10	lu	lu	PROPN
ajst-25956	110	11	lin	lin	PROPN
ajst-25956	110	12	.	.	PUNCT
ajst-25956	111	1	logistics	logistic	NOUN
ajst-25956	111	2	demand	demand	NOUN
ajst-25956	111	3	forecasting	forecasting	NOUN
ajst-25956	111	4	model	model	NOUN
ajst-25956	111	5	construction[j	construction[j	PROPN
ajst-25956	111	6	]	]	PUNCT
ajst-25956	111	7	.	.	PUNCT
ajst-25956	112	1	statistics	statistic	NOUN
ajst-25956	112	2	and	and	CCONJ
ajst-25956	112	3	decision	decision	NOUN
ajst-25956	112	4	making	making	NOUN
ajst-25956	112	5	,	,	PUNCT
ajst-25956	112	6	2017	2017	NUM
ajst-25956	112	7	,	,	PUNCT
ajst-25956	112	8	(	(	PUNCT
ajst-25956	112	9	19	19	NUM
ajst-25956	112	10	):	):	SYM
ajst-25956	112	11	185	185	NUM
ajst-25956	112	12	-	-	SYM
ajst-25956	112	13	188	188	NUM
ajst-25956	112	14	.	.	PUNCT
ajst-25956	113	1	[	[	X
ajst-25956	113	2	13	13	NUM
ajst-25956	113	3	]	]	X
ajst-25956	113	4	li	li	PROPN
ajst-25956	113	5	jie	jie	PROPN
ajst-25956	113	6	,	,	PUNCT
ajst-25956	113	7	chen	chen	PROPN
ajst-25956	113	8	yanru	yanru	PROPN
ajst-25956	113	9	,	,	PUNCT
ajst-25956	113	10	yang	yang	PROPN
ajst-25956	113	11	lu	lu	PROPN
ajst-25956	113	12	.	.	PUNCT
ajst-25956	114	1	regional	regional	ADJ
ajst-25956	114	2	logistics	logistic	NOUN
ajst-25956	114	3	demand	demand	NOUN
ajst-25956	114	4	forecasting	forecasting	NOUN
ajst-25956	114	5	based	base	VERB
ajst-25956	114	6	on	on	ADP
ajst-25956	114	7	two	two	NUM
ajst-25956	114	8	-	-	PUNCT
ajst-25956	114	9	stage	stage	NOUN
ajst-25956	114	10	combined	combine	VERB
ajst-25956	114	11	forecasting	forecasting	NOUN
ajst-25956	114	12	model[j	model[j	PROPN
ajst-25956	114	13	]	]	PUNCT
ajst-25956	114	14	.	.	PUNCT
ajst-25956	115	1	information	information	NOUN
ajst-25956	115	2	and	and	CCONJ
ajst-25956	115	3	control,2018,47(02):247	control,2018,47(02):247	PROPN
ajst-25956	115	4	-	-	SYM
ajst-25956	115	5	256	256	NUM
ajst-25956	115	6	.	.	PUNCT
ajst-25956	116	1	[	[	X
ajst-25956	116	2	14	14	NUM
ajst-25956	116	3	]	]	X
ajst-25956	116	4	jiang	jiang	PROPN
ajst-25956	116	5	jinde	jinde	PROPN
ajst-25956	116	6	,	,	PUNCT
ajst-25956	116	7	zhou	zhou	PROPN
ajst-25956	116	8	haihua	haihua	PROPN
ajst-25956	116	9	.	.	PUNCT
ajst-25956	117	1	study	study	NOUN
ajst-25956	117	2	on	on	ADP
ajst-25956	117	3	pcr	pcr	PROPN
ajst-25956	117	4	forecasting	forecasting	NOUN
ajst-25956	117	5	of	of	ADP
ajst-25956	117	6	regional	regional	ADJ
ajst-25956	117	7	logistics	logistic	NOUN
ajst-25956	117	8	demand	demand	NOUN
ajst-25956	117	9	based	base	VERB
ajst-25956	117	10	on	on	ADP
ajst-25956	117	11	regional	regional	ADJ
ajst-25956	117	12	economic	economic	ADJ
ajst-25956	117	13	indicators	indicator	NOUN
ajst-25956	117	14	--	--	PUNCT
ajst-25956	117	15	taking	take	VERB
ajst-25956	117	16	jiangsu	jiangsu	PROPN
ajst-25956	117	17	province	province	NOUN
ajst-25956	117	18	as	as	ADP
ajst-25956	117	19	an	an	DET
ajst-25956	117	20	example[j	example[j	NOUN
ajst-25956	117	21	]	]	PUNCT
ajst-25956	117	22	.	.	PUNCT
ajst-25956	118	1	journal	journal	PROPN
ajst-25956	118	2	of	of	ADP
ajst-25956	118	3	jinan	jinan	PROPN
ajst-25956	118	4	university	university	PROPN
ajst-25956	118	5	(	(	PUNCT
ajst-25956	118	6	social	social	ADJ
ajst-25956	118	7	science	science	NOUN
ajst-25956	118	8	edition),2021,31(04):124132	edition),2021,31(04):124132	PROPN
ajst-25956	118	9	+	+	PROPN
ajst-25956	118	10	159	159	NUM
ajst-25956	118	11	-	-	SYM
ajst-25956	118	12	160	160	NUM
ajst-25956	118	13	.	.	PUNCT
ajst-25956	119	1	[	[	X
ajst-25956	119	2	15	15	NUM
ajst-25956	119	3	]	]	X
ajst-25956	119	4	liu	liu	PROPN
ajst-25956	119	5	luyue	luyue	PROPN
ajst-25956	119	6	,	,	PUNCT
ajst-25956	119	7	xiao	xiao	PROPN
ajst-25956	119	8	baodi	baodi	PROPN
ajst-25956	119	9	,	,	PUNCT
ajst-25956	119	10	yue	yue	PROPN
ajst-25956	119	11	lili	lili	PROPN
ajst-25956	119	12	.	.	PUNCT
ajst-25956	120	1	research	research	NOUN
ajst-25956	120	2	on	on	ADP
ajst-25956	120	3	train	train	NOUN
ajst-25956	120	4	running	run	VERB
ajst-25956	120	5	late	late	ADJ
ajst-25956	120	6	prediction	prediction	NOUN
ajst-25956	120	7	based	base	VERB
ajst-25956	120	8	on	on	ADP
ajst-25956	120	9	improved	improved	ADJ
ajst-25956	120	10	rf	rf	NOUN
ajst-25956	120	11	-	-	PUNCT
ajst-25956	120	12	xgboost	xgboost	NOUN
ajst-25956	120	13	algorithm[j	algorithm[j	PROPN
ajst-25956	120	14	]	]	PUNCT
ajst-25956	120	15	.	.	PUNCT
ajst-25956	121	1	railway	railway	PROPN
ajst-25956	121	2	standard	standard	PROPN
ajst-25956	121	3	design	design	NOUN
ajst-25956	121	4	,	,	PUNCT
ajst-25956	121	5	2023	2023	NUM
ajst-25956	121	6	,	,	PUNCT
ajst-25956	121	7	67(03	67(03	NUM
ajst-25956	121	8	):	):	PUNCT
ajst-25956	121	9	38	38	NUM
ajst-25956	121	10	-	-	SYM
ajst-25956	121	11	43	43	NUM
ajst-25956	121	12	.	.	PUNCT
ajst-25956	122	1	[	[	X
ajst-25956	122	2	16	16	NUM
ajst-25956	122	3	]	]	X
ajst-25956	122	4	sun	sun	PROPN
ajst-25956	122	5	shaocong	shaocong	PROPN
ajst-25956	122	6	,	,	PUNCT
ajst-25956	122	7	xu	xu	PROPN
ajst-25956	122	8	yang	yang	PROPN
ajst-25956	122	9	,	,	PUNCT
ajst-25956	122	10	cao	cao	PROPN
ajst-25956	122	11	bin	bin	PROPN
ajst-25956	122	12	.	.	PUNCT
ajst-25956	123	1	aluminum	aluminum	NOUN
ajst-25956	123	2	output	output	NOUN
ajst-25956	123	3	prediction	prediction	NOUN
ajst-25956	123	4	from	from	ADP
ajst-25956	123	5	bilstm	bilstm	NOUN
ajst-25956	123	6	electrolyzer	electrolyzer	NOUN
ajst-25956	123	7	based	base	VERB
ajst-25956	123	8	on	on	ADP
ajst-25956	123	9	random	random	ADJ
ajst-25956	123	10	forest	forest	NOUN
ajst-25956	123	11	feature	feature	NOUN
ajst-25956	123	12	selection[j	selection[j	NOUN
ajst-25956	123	13	]	]	PUNCT
ajst-25956	123	14	.	.	PUNCT
ajst-25956	124	1	light	light	ADJ
ajst-25956	124	2	metal	metal	NOUN
ajst-25956	124	3	,	,	PUNCT
ajst-25956	124	4	2023	2023	NUM
ajst-25956	124	5	,	,	PUNCT
ajst-25956	124	6	(	(	PUNCT
ajst-25956	124	7	10):30	10):30	NUM
ajst-25956	124	8	-	-	SYM
ajst-25956	124	9	36	36	NUM
ajst-25956	124	10	.	.	PUNCT
ajst-25956	125	1	[	[	X
ajst-25956	125	2	17	17	NUM
ajst-25956	125	3	]	]	X
ajst-25956	125	4	wang	wang	PROPN
ajst-25956	125	5	xiaoyu	xiaoyu	PROPN
ajst-25956	125	6	,	,	PUNCT
ajst-25956	125	7	cai	cai	PROPN
ajst-25956	125	8	peier.2016.research	peier.2016.research	NOUN
ajst-25956	125	9	on	on	ADP
ajst-25956	125	10	the	the	DET
ajst-25956	125	11	impact	impact	NOUN
ajst-25956	125	12	of	of	ADP
ajst-25956	125	13	operational	operational	ADJ
ajst-25956	125	14	synergy	synergy	NOUN
ajst-25956	125	15	capability	capability	NOUN
ajst-25956	125	16	on	on	ADP
ajst-25956	125	17	the	the	DET
ajst-25956	125	18	relationship	relationship	NOUN
ajst-25956	125	19	between	between	ADP
ajst-25956	125	20	market	market	NOUN
ajst-25956	125	21	orientation	orientation	NOUN
ajst-25956	125	22	and	and	CCONJ
ajst-25956	125	23	performance	performance	NOUN
ajst-25956	125	24	under	under	ADP
ajst-25956	125	25	logistics	logistic	NOUN
ajst-25956	125	26	outsourcing	outsource	VERB
ajst-25956	125	27	[	[	X
ajst-25956	125	28	j	j	X
ajst-25956	125	29	]	]	X
ajst-25956	125	30	.	.	PUNCT
ajst-25956	126	1	journal	journal	PROPN
ajst-25956	126	2	of	of	ADP
ajst-25956	126	3	marketing	marketing	NOUN
ajst-25956	126	4	science,12(04):61	science,12(04):61	PROPN
ajst-25956	126	5	-	-	SYM
ajst-25956	126	6	75	75	NUM
ajst-25956	126	7	.	.	PUNCT