id	sid	tid	token	lemma	pos
fbem-28251	1	1	frontiers	frontier	NOUN
fbem-28251	1	2	in	in	ADP
fbem-28251	1	3	business	business	NOUN
fbem-28251	1	4	,	,	PUNCT
fbem-28251	1	5	economics	economic	NOUN
fbem-28251	1	6	and	and	CCONJ
fbem-28251	1	7	management	management	NOUN
fbem-28251	1	8	issn	issn	PROPN
fbem-28251	1	9	:	:	PUNCT
fbem-28251	1	10	2766	2766	NUM
fbem-28251	1	11	-	-	PUNCT
fbem-28251	1	12	824x	824x	NUM
fbem-28251	1	13	|	|	ADJ
fbem-28251	1	14	vol	vol	NOUN
fbem-28251	1	15	.	.	PROPN
fbem-28251	1	16	17	17	NUM
fbem-28251	1	17	,	,	PUNCT
fbem-28251	1	18	no	no	INTJ
fbem-28251	1	19	.	.	NOUN
fbem-28251	1	20	3	3	NUM
fbem-28251	1	21	,	,	PUNCT
fbem-28251	1	22	2024	2024	NUM
fbem-28251	1	23	139	139	NUM
fbem-28251	1	24	research	research	NOUN
fbem-28251	1	25	on	on	ADP
fbem-28251	1	26	the	the	DET
fbem-28251	1	27	application	application	NOUN
fbem-28251	1	28	of	of	ADP
fbem-28251	1	29	financial	financial	ADJ
fbem-28251	1	30	timing	timing	NOUN
fbem-28251	1	31	model	model	NOUN
fbem-28251	1	32	in	in	ADP
fbem-28251	1	33	agricultural	agricultural	ADJ
fbem-28251	1	34	product	product	NOUN
fbem-28251	1	35	price	price	NOUN
fbem-28251	1	36	prediction	prediction	NOUN
fbem-28251	1	37	yunsong	yunsong	PROPN
fbem-28251	1	38	qin	qin	PROPN
fbem-28251	2	1	*	*	PUNCT
fbem-28251	2	2	school	school	NOUN
fbem-28251	2	3	of	of	ADP
fbem-28251	2	4	high	high	ADJ
fbem-28251	2	5	school	school	NOUN
fbem-28251	2	6	attached	attach	VERB
fbem-28251	2	7	to	to	ADP
fbem-28251	2	8	shandong	shandong	PROPN
fbem-28251	2	9	normal	normal	PROPN
fbem-28251	2	10	university	university	PROPN
fbem-28251	2	11	,	,	PUNCT
fbem-28251	2	12	jinan	jinan	PROPN
fbem-28251	2	13	,	,	PUNCT
fbem-28251	2	14	china	china	PROPN
fbem-28251	2	15	*	*	PUNCT
fbem-28251	2	16	corresponding	correspond	VERB
fbem-28251	2	17	author	author	NOUN
fbem-28251	2	18	:	:	PUNCT
fbem-28251	2	19	yunsong	yunsong	PROPN
fbem-28251	2	20	qin	qin	PROPN
fbem-28251	2	21	(	(	PUNCT
fbem-28251	2	22	email	email	NOUN
fbem-28251	2	23	:	:	PUNCT
fbem-28251	2	24	44170166@qq.com	44170166@qq.com	NUM
fbem-28251	2	25	)	)	PUNCT
fbem-28251	2	26	abstract	abstract	NOUN
fbem-28251	2	27	:	:	PUNCT
fbem-28251	2	28	the	the	DET
fbem-28251	2	29	fluctuations	fluctuation	NOUN
fbem-28251	2	30	in	in	ADP
fbem-28251	2	31	agricultural	agricultural	ADJ
fbem-28251	2	32	prices	price	NOUN
fbem-28251	2	33	getting	get	VERB
fbem-28251	2	34	more	more	ADJ
fbem-28251	2	35	and	and	CCONJ
fbem-28251	2	36	more	more	ADJ
fbem-28251	2	37	attention	attention	NOUN
fbem-28251	2	38	.	.	PUNCT
fbem-28251	3	1	domestic	domestic	ADJ
fbem-28251	3	2	and	and	CCONJ
fbem-28251	3	3	foreign	foreign	ADJ
fbem-28251	3	4	scholars	scholar	NOUN
fbem-28251	3	5	use	use	VERB
fbem-28251	3	6	the	the	DET
fbem-28251	3	7	financial	financial	ADJ
fbem-28251	3	8	timing	timing	NOUN
fbem-28251	3	9	model	model	NOUN
fbem-28251	3	10	to	to	PART
fbem-28251	3	11	analyze	analyze	VERB
fbem-28251	3	12	and	and	CCONJ
fbem-28251	3	13	apply	apply	VERB
fbem-28251	3	14	this	this	DET
fbem-28251	3	15	problem	problem	NOUN
fbem-28251	3	16	in	in	ADP
fbem-28251	3	17	many	many	ADJ
fbem-28251	3	18	aspects	aspect	NOUN
fbem-28251	3	19	.	.	PUNCT
fbem-28251	4	1	this	this	DET
fbem-28251	4	2	paper	paper	NOUN
fbem-28251	4	3	summarizes	summarize	VERB
fbem-28251	4	4	the	the	DET
fbem-28251	4	5	research	research	NOUN
fbem-28251	4	6	on	on	ADP
fbem-28251	4	7	the	the	DET
fbem-28251	4	8	financial	financial	ADJ
fbem-28251	4	9	factors	factor	NOUN
fbem-28251	4	10	affecting	affect	VERB
fbem-28251	4	11	the	the	DET
fbem-28251	4	12	fluctuations	fluctuation	NOUN
fbem-28251	4	13	in	in	ADP
fbem-28251	4	14	agricultural	agricultural	ADJ
fbem-28251	4	15	prices	price	NOUN
fbem-28251	4	16	and	and	CCONJ
fbem-28251	4	17	the	the	DET
fbem-28251	4	18	practical	practical	ADJ
fbem-28251	4	19	application	application	NOUN
fbem-28251	4	20	of	of	ADP
fbem-28251	4	21	the	the	DET
fbem-28251	4	22	financial	financial	ADJ
fbem-28251	4	23	timing	timing	NOUN
fbem-28251	4	24	model	model	NOUN
fbem-28251	4	25	in	in	ADP
fbem-28251	4	26	the	the	DET
fbem-28251	4	27	price	price	NOUN
fbem-28251	4	28	prediction	prediction	NOUN
fbem-28251	4	29	of	of	ADP
fbem-28251	4	30	agricultural	agricultural	ADJ
fbem-28251	4	31	products	product	NOUN
fbem-28251	4	32	.	.	PUNCT
fbem-28251	5	1	keywords	keyword	NOUN
fbem-28251	5	2	:	:	PUNCT
fbem-28251	5	3	agricultural	agricultural	ADJ
fbem-28251	5	4	products	product	NOUN
fbem-28251	5	5	price	price	NOUN
fbem-28251	5	6	,	,	PUNCT
fbem-28251	5	7	financial	financial	ADJ
fbem-28251	5	8	factors	factor	NOUN
fbem-28251	5	9	,	,	PUNCT
fbem-28251	5	10	financial	financial	ADJ
fbem-28251	5	11	timing	timing	NOUN
fbem-28251	5	12	model	model	NOUN
fbem-28251	5	13	.	.	PUNCT
fbem-28251	6	1	1	1	X
fbem-28251	6	2	.	.	X
fbem-28251	6	3	introduction	introduction	NOUN
fbem-28251	6	4	the	the	DET
fbem-28251	6	5	price	price	NOUN
fbem-28251	6	6	change	change	NOUN
fbem-28251	6	7	of	of	ADP
fbem-28251	6	8	agricultural	agricultural	ADJ
fbem-28251	6	9	products	product	NOUN
fbem-28251	6	10	is	be	AUX
fbem-28251	6	11	influenced	influence	VERB
fbem-28251	6	12	by	by	ADP
fbem-28251	6	13	many	many	ADJ
fbem-28251	6	14	different	different	ADJ
fbem-28251	6	15	factors	factor	NOUN
fbem-28251	6	16	.	.	PUNCT
fbem-28251	7	1	for	for	ADP
fbem-28251	7	2	a	a	DET
fbem-28251	7	3	long	long	ADJ
fbem-28251	7	4	time	time	NOUN
fbem-28251	7	5	,	,	PUNCT
fbem-28251	7	6	the	the	DET
fbem-28251	7	7	supply	supply	NOUN
fbem-28251	7	8	and	and	CCONJ
fbem-28251	7	9	demand	demand	NOUN
fbem-28251	7	10	relationship	relationship	NOUN
fbem-28251	7	11	and	and	CCONJ
fbem-28251	7	12	natural	natural	ADJ
fbem-28251	7	13	factors	factor	NOUN
fbem-28251	7	14	are	be	AUX
fbem-28251	7	15	considered	consider	VERB
fbem-28251	7	16	to	to	PART
fbem-28251	7	17	be	be	AUX
fbem-28251	7	18	the	the	DET
fbem-28251	7	19	main	main	ADJ
fbem-28251	7	20	causes	cause	NOUN
fbem-28251	7	21	of	of	ADP
fbem-28251	7	22	agricultural	agricultural	ADJ
fbem-28251	7	23	price	price	NOUN
fbem-28251	7	24	fluctuations	fluctuation	NOUN
fbem-28251	7	25	.	.	PUNCT
fbem-28251	8	1	however	however	ADV
fbem-28251	8	2	,	,	PUNCT
fbem-28251	8	3	with	with	ADP
fbem-28251	8	4	the	the	DET
fbem-28251	8	5	research	research	NOUN
fbem-28251	8	6	of	of	ADP
fbem-28251	8	7	scholars	scholar	NOUN
fbem-28251	8	8	in	in	ADP
fbem-28251	8	9	recent	recent	ADJ
fbem-28251	8	10	years	year	NOUN
fbem-28251	8	11	,	,	PUNCT
fbem-28251	8	12	it	it	PRON
fbem-28251	8	13	is	be	AUX
fbem-28251	8	14	found	find	VERB
fbem-28251	8	15	that	that	SCONJ
fbem-28251	8	16	in	in	ADP
fbem-28251	8	17	addition	addition	NOUN
fbem-28251	8	18	to	to	ADP
fbem-28251	8	19	some	some	DET
fbem-28251	8	20	non	non	ADJ
fbem-28251	8	21	-	-	ADJ
fbem-28251	8	22	financial	financial	ADJ
fbem-28251	8	23	factors	factor	NOUN
fbem-28251	8	24	,	,	PUNCT
fbem-28251	8	25	the	the	DET
fbem-28251	8	26	influence	influence	NOUN
fbem-28251	8	27	of	of	ADP
fbem-28251	8	28	financial	financial	ADJ
fbem-28251	8	29	factors	factor	NOUN
fbem-28251	8	30	also	also	ADV
fbem-28251	8	31	has	have	VERB
fbem-28251	8	32	a	a	DET
fbem-28251	8	33	certain	certain	ADJ
fbem-28251	8	34	relationship	relationship	NOUN
fbem-28251	8	35	with	with	ADP
fbem-28251	8	36	the	the	DET
fbem-28251	8	37	increasingly	increasingly	ADV
fbem-28251	8	38	prominent	prominent	ADJ
fbem-28251	8	39	financialization	financialization	NOUN
fbem-28251	8	40	trend	trend	NOUN
fbem-28251	8	41	of	of	ADP
fbem-28251	8	42	agricultural	agricultural	ADJ
fbem-28251	8	43	products	product	NOUN
fbem-28251	8	44	.	.	PUNCT
fbem-28251	9	1	and	and	CCONJ
fbem-28251	9	2	with	with	ADP
fbem-28251	9	3	the	the	DET
fbem-28251	9	4	continuous	continuous	ADJ
fbem-28251	9	5	study	study	NOUN
fbem-28251	9	6	of	of	ADP
fbem-28251	9	7	financial	financial	ADJ
fbem-28251	9	8	factors	factor	NOUN
fbem-28251	9	9	,	,	PUNCT
fbem-28251	9	10	more	more	ADJ
fbem-28251	9	11	and	and	CCONJ
fbem-28251	9	12	more	more	ADV
fbem-28251	9	13	financial	financial	ADJ
fbem-28251	9	14	time	time	NOUN
fbem-28251	9	15	-	-	PUNCT
fbem-28251	9	16	series	series	NOUN
fbem-28251	9	17	models	model	NOUN
fbem-28251	9	18	can	can	AUX
fbem-28251	9	19	be	be	AUX
fbem-28251	9	20	used	use	VERB
fbem-28251	9	21	to	to	PART
fbem-28251	9	22	predict	predict	VERB
fbem-28251	9	23	the	the	DET
fbem-28251	9	24	prices	price	NOUN
fbem-28251	9	25	of	of	ADP
fbem-28251	9	26	agricultural	agricultural	ADJ
fbem-28251	9	27	products	product	NOUN
fbem-28251	9	28	.	.	PUNCT
fbem-28251	10	1	this	this	DET
fbem-28251	10	2	review	review	NOUN
fbem-28251	10	3	aims	aim	VERB
fbem-28251	10	4	to	to	PART
fbem-28251	10	5	comprehensively	comprehensively	ADV
fbem-28251	10	6	summarize	summarize	VERB
fbem-28251	10	7	the	the	DET
fbem-28251	10	8	recent	recent	ADJ
fbem-28251	10	9	literature	literature	NOUN
fbem-28251	10	10	on	on	ADP
fbem-28251	10	11	the	the	DET
fbem-28251	10	12	application	application	NOUN
fbem-28251	10	13	of	of	ADP
fbem-28251	10	14	financial	financial	ADJ
fbem-28251	10	15	timing	timing	NOUN
fbem-28251	10	16	models	model	NOUN
fbem-28251	10	17	in	in	ADP
fbem-28251	10	18	agricultural	agricultural	ADJ
fbem-28251	10	19	product	product	NOUN
fbem-28251	10	20	price	price	NOUN
fbem-28251	10	21	prediction	prediction	NOUN
fbem-28251	10	22	to	to	PART
fbem-28251	10	23	provide	provide	VERB
fbem-28251	10	24	a	a	DET
fbem-28251	10	25	comprehensive	comprehensive	ADJ
fbem-28251	10	26	understanding	understanding	NOUN
fbem-28251	10	27	of	of	ADP
fbem-28251	10	28	the	the	DET
fbem-28251	10	29	latest	late	ADJ
fbem-28251	10	30	developments	development	NOUN
fbem-28251	10	31	in	in	ADP
fbem-28251	10	32	the	the	DET
fbem-28251	10	33	field	field	NOUN
fbem-28251	10	34	.	.	PUNCT
fbem-28251	11	1	and	and	CCONJ
fbem-28251	11	2	to	to	PART
fbem-28251	11	3	explore	explore	VERB
fbem-28251	11	4	the	the	DET
fbem-28251	11	5	remaining	remain	VERB
fbem-28251	11	6	problems	problem	NOUN
fbem-28251	11	7	and	and	CCONJ
fbem-28251	11	8	future	future	ADJ
fbem-28251	11	9	research	research	NOUN
fbem-28251	11	10	directions	direction	NOUN
fbem-28251	11	11	in	in	ADP
fbem-28251	11	12	this	this	DET
fbem-28251	11	13	field	field	NOUN
fbem-28251	11	14	.	.	PUNCT
fbem-28251	12	1	2	2	X
fbem-28251	12	2	.	.	X
fbem-28251	12	3	financial	financial	ADJ
fbem-28251	12	4	factors	factor	NOUN
fbem-28251	12	5	that	that	PRON
fbem-28251	12	6	affect	affect	VERB
fbem-28251	12	7	the	the	DET
fbem-28251	12	8	fluctuations	fluctuation	NOUN
fbem-28251	12	9	of	of	ADP
fbem-28251	12	10	agricultural	agricultural	ADJ
fbem-28251	12	11	prices	price	NOUN
fbem-28251	12	12	to	to	PART
fbem-28251	12	13	realize	realize	VERB
fbem-28251	12	14	the	the	DET
fbem-28251	12	15	price	price	NOUN
fbem-28251	12	16	prediction	prediction	NOUN
fbem-28251	12	17	,	,	PUNCT
fbem-28251	12	18	we	we	PRON
fbem-28251	12	19	must	must	AUX
fbem-28251	12	20	first	first	ADV
fbem-28251	12	21	analyze	analyze	VERB
fbem-28251	12	22	the	the	DET
fbem-28251	12	23	impact	impact	NOUN
fbem-28251	12	24	of	of	ADP
fbem-28251	12	25	financial	financial	ADJ
fbem-28251	12	26	factors	factor	NOUN
fbem-28251	12	27	on	on	ADP
fbem-28251	12	28	agricultural	agricultural	ADJ
fbem-28251	12	29	prices	price	NOUN
fbem-28251	12	30	.	.	PUNCT
fbem-28251	13	1	nowadays	nowadays	ADV
fbem-28251	13	2	,	,	PUNCT
fbem-28251	13	3	many	many	ADJ
fbem-28251	13	4	scholars	scholar	NOUN
fbem-28251	13	5	have	have	AUX
fbem-28251	13	6	verified	verify	VERB
fbem-28251	13	7	the	the	DET
fbem-28251	13	8	financial	financial	ADJ
fbem-28251	13	9	factors	factor	NOUN
fbem-28251	13	10	affecting	affect	VERB
fbem-28251	13	11	the	the	DET
fbem-28251	13	12	price	price	NOUN
fbem-28251	13	13	of	of	ADP
fbem-28251	13	14	agricultural	agricultural	ADJ
fbem-28251	13	15	products	product	NOUN
fbem-28251	13	16	through	through	ADP
fbem-28251	13	17	financial	financial	ADJ
fbem-28251	13	18	models	model	NOUN
fbem-28251	13	19	.	.	PUNCT
fbem-28251	14	1	2.1	2.1	NUM
fbem-28251	14	2	.	.	PUNCT
fbem-28251	14	3	economic	economic	ADJ
fbem-28251	14	4	policy	policy	NOUN
fbem-28251	14	5	impact	impact	NOUN
fbem-28251	14	6	in	in	ADP
fbem-28251	14	7	terms	term	NOUN
fbem-28251	14	8	of	of	ADP
fbem-28251	14	9	economic	economic	ADJ
fbem-28251	14	10	policy	policy	NOUN
fbem-28251	14	11	,	,	PUNCT
fbem-28251	14	12	tian	tian	ADJ
fbem-28251	14	13	haosen	haosen	PROPN
fbem-28251	14	14	and	and	CCONJ
fbem-28251	14	15	feng	feng	PROPN
fbem-28251	14	16	hongjuan	hongjuan	PROPN
fbem-28251	14	17	(	(	PUNCT
fbem-28251	14	18	2021	2021	NUM
fbem-28251	14	19	)	)	PUNCT
fbem-28251	14	20	based	base	VERB
fbem-28251	14	21	on	on	ADP
fbem-28251	14	22	svar	svar	PROPN
fbem-28251	14	23	model	model	PROPN
fbem-28251	14	24	,	,	PUNCT
fbem-28251	14	25	considering	consider	VERB
fbem-28251	14	26	the	the	DET
fbem-28251	14	27	impact	impact	NOUN
fbem-28251	14	28	effect	effect	NOUN
fbem-28251	14	29	of	of	ADP
fbem-28251	14	30	chinese	chinese	ADJ
fbem-28251	14	31	monetary	monetary	ADJ
fbem-28251	14	32	policy	policy	NOUN
fbem-28251	14	33	changes	change	NOUN
fbem-28251	14	34	on	on	ADP
fbem-28251	14	35	agricultural	agricultural	ADJ
fbem-28251	14	36	prices	price	NOUN
fbem-28251	14	37	,	,	PUNCT
fbem-28251	14	38	the	the	DET
fbem-28251	14	39	study	study	NOUN
fbem-28251	14	40	shows	show	VERB
fbem-28251	14	41	that	that	SCONJ
fbem-28251	14	42	social	social	ADJ
fbem-28251	14	43	financing	financing	NOUN
fbem-28251	14	44	scale	scale	NOUN
fbem-28251	14	45	and	and	CCONJ
fbem-28251	14	46	interest	interest	NOUN
fbem-28251	14	47	rate	rate	NOUN
fbem-28251	14	48	will	will	AUX
fbem-28251	14	49	have	have	VERB
fbem-28251	14	50	positive	positive	ADJ
fbem-28251	14	51	impact	impact	NOUN
fbem-28251	14	52	on	on	ADP
fbem-28251	14	53	agricultural	agricultural	ADJ
fbem-28251	14	54	price	price	NOUN
fbem-28251	14	55	index	index	NOUN
fbem-28251	14	56	;	;	PUNCT
fbem-28251	14	57	the	the	DET
fbem-28251	14	58	changes	change	NOUN
fbem-28251	14	59	in	in	ADP
fbem-28251	14	60	the	the	DET
fbem-28251	14	61	overall	overall	ADJ
fbem-28251	14	62	price	price	NOUN
fbem-28251	14	63	level	level	NOUN
fbem-28251	14	64	will	will	AUX
fbem-28251	14	65	further	far	ADV
fbem-28251	14	66	cause	cause	VERB
fbem-28251	14	67	the	the	DET
fbem-28251	14	68	changes	change	NOUN
fbem-28251	14	69	of	of	ADP
fbem-28251	14	70	meat	meat	NOUN
fbem-28251	14	71	and	and	CCONJ
fbem-28251	14	72	poultry	poultry	NOUN
fbem-28251	14	73	production	production	NOUN
fbem-28251	14	74	price	price	NOUN
fbem-28251	14	75	index	index	NOUN
fbem-28251	14	76	and	and	CCONJ
fbem-28251	14	77	egg	egg	NOUN
fbem-28251	14	78	production	production	NOUN
fbem-28251	14	79	price	price	NOUN
fbem-28251	14	80	index	index	NOUN
fbem-28251	14	81	;	;	PUNCT
fbem-28251	14	82	the	the	DET
fbem-28251	14	83	changes	change	NOUN
fbem-28251	14	84	in	in	ADP
fbem-28251	14	85	social	social	ADJ
fbem-28251	14	86	financing	financing	NOUN
fbem-28251	14	87	scale	scale	NOUN
fbem-28251	14	88	and	and	CCONJ
fbem-28251	14	89	interest	interest	NOUN
fbem-28251	14	90	rate	rate	NOUN
fbem-28251	14	91	has	have	VERB
fbem-28251	14	92	a	a	DET
fbem-28251	14	93	significant	significant	ADJ
fbem-28251	14	94	influence	influence	NOUN
fbem-28251	14	95	on	on	ADP
fbem-28251	14	96	the	the	DET
fbem-28251	14	97	producer	producer	NOUN
fbem-28251	14	98	price	price	NOUN
fbem-28251	14	99	index	index	NOUN
fbem-28251	14	100	of	of	ADP
fbem-28251	14	101	various	various	ADJ
fbem-28251	14	102	agricultural	agricultural	ADJ
fbem-28251	14	103	products	product	NOUN
fbem-28251	14	104	.	.	PUNCT
fbem-28251	15	1	zhang	zhang	PROPN
fbem-28251	15	2	junhua	junhua	PROPN
fbem-28251	15	3	et	et	PROPN
fbem-28251	15	4	al	al	PROPN
fbem-28251	15	5	.	.	PROPN
fbem-28251	15	6	(	(	PUNCT
fbem-28251	15	7	2019	2019	NUM
fbem-28251	15	8	)	)	PUNCT
fbem-28251	15	9	studied	study	VERB
fbem-28251	15	10	the	the	DET
fbem-28251	15	11	effect	effect	NOUN
fbem-28251	15	12	of	of	ADP
fbem-28251	15	13	policy	policy	NOUN
fbem-28251	15	14	uncertainty	uncertainty	NOUN
fbem-28251	15	15	on	on	ADP
fbem-28251	15	16	china	china	PROPN
fbem-28251	15	17	's	's	PART
fbem-28251	15	18	agricultural	agricultural	ADJ
fbem-28251	15	19	prices	price	NOUN
fbem-28251	15	20	from	from	ADP
fbem-28251	15	21	january	january	PROPN
fbem-28251	15	22	2006	2006	NUM
fbem-28251	15	23	to	to	ADP
fbem-28251	15	24	september	september	PROPN
fbem-28251	15	25	2017	2017	NUM
fbem-28251	15	26	by	by	ADP
fbem-28251	15	27	constructing	construct	VERB
fbem-28251	15	28	the	the	DET
fbem-28251	15	29	factor	factor	NOUN
fbem-28251	15	30	increasing	increase	VERB
fbem-28251	15	31	vector	vector	NOUN
fbem-28251	15	32	autoregression	autoregression	NOUN
fbem-28251	15	33	(	(	PUNCT
fbem-28251	15	34	favar	favar	NOUN
fbem-28251	15	35	)	)	PUNCT
fbem-28251	15	36	model	model	NOUN
fbem-28251	15	37	with	with	ADP
fbem-28251	15	38	economic	economic	ADJ
fbem-28251	15	39	policy	policy	NOUN
fbem-28251	15	40	uncertainty	uncertainty	NOUN
fbem-28251	15	41	as	as	ADP
fbem-28251	15	42	the	the	DET
fbem-28251	15	43	observable	observable	ADJ
fbem-28251	15	44	potential	potential	ADJ
fbem-28251	15	45	driving	driving	NOUN
fbem-28251	15	46	force	force	NOUN
fbem-28251	15	47	affecting	affect	VERB
fbem-28251	15	48	agricultural	agricultural	ADJ
fbem-28251	15	49	prices	price	NOUN
fbem-28251	15	50	.	.	PUNCT
fbem-28251	16	1	it	it	PRON
fbem-28251	16	2	is	be	AUX
fbem-28251	16	3	found	find	VERB
fbem-28251	16	4	that	that	SCONJ
fbem-28251	16	5	the	the	DET
fbem-28251	16	6	response	response	NOUN
fbem-28251	16	7	of	of	ADP
fbem-28251	16	8	major	major	ADJ
fbem-28251	16	9	agricultural	agricultural	ADJ
fbem-28251	16	10	prices	price	NOUN
fbem-28251	16	11	in	in	ADP
fbem-28251	16	12	china	china	PROPN
fbem-28251	16	13	to	to	ADP
fbem-28251	16	14	economic	economic	ADJ
fbem-28251	16	15	policy	policy	NOUN
fbem-28251	16	16	uncertainty	uncertainty	NOUN
fbem-28251	16	17	shocks	shock	VERB
fbem-28251	16	18	is	be	AUX
fbem-28251	16	19	significantly	significantly	ADV
fbem-28251	16	20	real	real	ADJ
fbem-28251	16	21	-	-	PUNCT
fbem-28251	16	22	time	time	NOUN
fbem-28251	16	23	,	,	PUNCT
fbem-28251	16	24	cyclical	cyclical	ADJ
fbem-28251	16	25	and	and	CCONJ
fbem-28251	16	26	negative	negative	ADJ
fbem-28251	16	27	;	;	PUNCT
fbem-28251	16	28	it	it	PRON
fbem-28251	16	29	responds	respond	VERB
fbem-28251	16	30	to	to	ADP
fbem-28251	16	31	domestic	domestic	ADJ
fbem-28251	16	32	shocks	shock	NOUN
fbem-28251	16	33	more	more	ADV
fbem-28251	16	34	rapidly	rapidly	ADV
fbem-28251	16	35	and	and	CCONJ
fbem-28251	16	36	more	more	ADV
fbem-28251	16	37	resilient	resilient	ADJ
fbem-28251	16	38	to	to	ADP
fbem-28251	16	39	international	international	ADJ
fbem-28251	16	40	shocks	shock	NOUN
fbem-28251	16	41	.	.	PUNCT
fbem-28251	17	1	ding	ding	PROPN
fbem-28251	17	2	zhiguo	zhiguo	PROPN
fbem-28251	17	3	,	,	PUNCT
fbem-28251	17	4	li	li	PROPN
fbem-28251	17	5	boyi	boyi	PROPN
fbem-28251	17	6	(	(	PUNCT
fbem-28251	17	7	2020	2020	NUM
fbem-28251	17	8	)	)	PUNCT
fbem-28251	17	9	based	base	VERB
fbem-28251	17	10	on	on	ADP
fbem-28251	17	11	the	the	DET
fbem-28251	17	12	provincial	provincial	ADJ
fbem-28251	17	13	panel	panel	NOUN
fbem-28251	17	14	data	datum	NOUN
fbem-28251	17	15	of	of	ADP
fbem-28251	17	16	policy	policy	NOUN
fbem-28251	17	17	-	-	PUNCT
fbem-28251	17	18	based	base	VERB
fbem-28251	17	19	agricultural	agricultural	ADJ
fbem-28251	17	20	insurance	insurance	NOUN
fbem-28251	17	21	based	base	VERB
fbem-28251	17	22	on	on	ADP
fbem-28251	17	23	the	the	DET
fbem-28251	17	24	pvar	pvar	ADJ
fbem-28251	17	25	model	model	NOUN
fbem-28251	17	26	to	to	PART
fbem-28251	17	27	determine	determine	VERB
fbem-28251	17	28	the	the	DET
fbem-28251	17	29	impact	impact	NOUN
fbem-28251	17	30	of	of	ADP
fbem-28251	17	31	agricultural	agricultural	ADJ
fbem-28251	17	32	price	price	NOUN
fbem-28251	17	33	fluctuations	fluctuation	NOUN
fbem-28251	17	34	on	on	ADP
fbem-28251	17	35	policy	policy	NOUN
fbem-28251	17	36	-	-	PUNCT
fbem-28251	17	37	based	base	VERB
fbem-28251	17	38	agricultural	agricultural	ADJ
fbem-28251	17	39	insurance	insurance	NOUN
fbem-28251	17	40	.	.	PUNCT
fbem-28251	18	1	it	it	PRON
fbem-28251	18	2	is	be	AUX
fbem-28251	18	3	found	find	VERB
fbem-28251	18	4	that	that	SCONJ
fbem-28251	18	5	the	the	DET
fbem-28251	18	6	fluctuations	fluctuation	NOUN
fbem-28251	18	7	in	in	ADP
fbem-28251	18	8	agricultural	agricultural	ADJ
fbem-28251	18	9	priceshas	pricesha	NOUN
fbem-28251	18	10	a	a	DET
fbem-28251	18	11	promoting	promote	VERB
fbem-28251	18	12	effect	effect	NOUN
fbem-28251	18	13	on	on	ADP
fbem-28251	18	14	the	the	DET
fbem-28251	18	15	demand	demand	NOUN
fbem-28251	18	16	of	of	ADP
fbem-28251	18	17	policy	policy	NOUN
fbem-28251	18	18	-	-	PUNCT
fbem-28251	18	19	based	base	VERB
fbem-28251	18	20	agricultural	agricultural	ADJ
fbem-28251	18	21	insurance	insurance	NOUN
fbem-28251	18	22	,	,	PUNCT
fbem-28251	18	23	and	and	CCONJ
fbem-28251	18	24	there	there	PRON
fbem-28251	18	25	is	be	VERB
fbem-28251	18	26	a	a	DET
fbem-28251	18	27	dynamic	dynamic	ADJ
fbem-28251	18	28	interactive	interactive	ADJ
fbem-28251	18	29	effect	effect	NOUN
fbem-28251	18	30	between	between	ADP
fbem-28251	18	31	the	the	DET
fbem-28251	18	32	price	price	NOUN
fbem-28251	18	33	fluctuation	fluctuation	NOUN
fbem-28251	18	34	of	of	ADP
fbem-28251	18	35	agricultural	agricultural	ADJ
fbem-28251	18	36	products	product	NOUN
fbem-28251	18	37	,	,	PUNCT
fbem-28251	18	38	the	the	DET
fbem-28251	18	39	farmers	farmer	NOUN
fbem-28251	18	40	'	'	PART
fbem-28251	18	41	income	income	NOUN
fbem-28251	18	42	and	and	CCONJ
fbem-28251	18	43	the	the	DET
fbem-28251	18	44	demand	demand	NOUN
fbem-28251	18	45	of	of	ADP
fbem-28251	18	46	policy	policy	NOUN
fbem-28251	18	47	-	-	PUNCT
fbem-28251	18	48	based	base	VERB
fbem-28251	18	49	agricultural	agricultural	ADJ
fbem-28251	18	50	insurance	insurance	NOUN
fbem-28251	18	51	.	.	PUNCT
fbem-28251	19	1	2.2	2.2	NUM
fbem-28251	19	2	.	.	PUNCT
fbem-28251	20	1	external	external	ADJ
fbem-28251	20	2	financial	financial	ADJ
fbem-28251	20	3	shocks	shock	NOUN
fbem-28251	20	4	in	in	ADP
fbem-28251	20	5	terms	term	NOUN
fbem-28251	20	6	of	of	ADP
fbem-28251	20	7	external	external	ADJ
fbem-28251	20	8	financial	financial	ADJ
fbem-28251	20	9	shocks	shock	NOUN
fbem-28251	20	10	,	,	PUNCT
fbem-28251	20	11	cui	cui	NOUN
fbem-28251	20	12	chang	chang	PROPN
fbem-28251	20	13	and	and	CCONJ
fbem-28251	20	14	li	li	PROPN
fbem-28251	20	15	guowei	guowei	PROPN
fbem-28251	20	16	(	(	PUNCT
fbem-28251	20	17	2019	2019	NUM
fbem-28251	20	18	)	)	PUNCT
fbem-28251	20	19	diagnosed	diagnose	VERB
fbem-28251	20	20	the	the	DET
fbem-28251	20	21	structural	structural	ADJ
fbem-28251	20	22	turning	turning	NOUN
fbem-28251	20	23	points	point	NOUN
fbem-28251	20	24	included	include	VERB
fbem-28251	20	25	in	in	ADP
fbem-28251	20	26	the	the	DET
fbem-28251	20	27	sequence	sequence	NOUN
fbem-28251	20	28	of	of	ADP
fbem-28251	20	29	agricultural	agricultural	ADJ
fbem-28251	20	30	products	product	NOUN
fbem-28251	20	31	price	price	NOUN
fbem-28251	20	32	index	index	NOUN
fbem-28251	20	33	in	in	ADP
fbem-28251	20	34	china	china	PROPN
fbem-28251	20	35	according	accord	VERB
fbem-28251	20	36	to	to	ADP
fbem-28251	20	37	the	the	DET
fbem-28251	20	38	structural	structural	ADJ
fbem-28251	20	39	change	change	NOUN
fbem-28251	20	40	point	point	NOUN
fbem-28251	20	41	test	test	NOUN
fbem-28251	20	42	method	method	NOUN
fbem-28251	20	43	of	of	ADP
fbem-28251	20	44	bai	bai	PROPN
fbem-28251	20	45	and	and	CCONJ
fbem-28251	20	46	perron	perron	PROPN
fbem-28251	20	47	,	,	PUNCT
fbem-28251	20	48	in	in	ADP
fbem-28251	20	49	terms	term	NOUN
fbem-28251	20	50	of	of	ADP
fbem-28251	20	51	the	the	DET
fbem-28251	20	52	external	external	ADJ
fbem-28251	20	53	financial	financial	ADJ
fbem-28251	20	54	shocks	shock	NOUN
fbem-28251	20	55	,	,	PUNCT
fbem-28251	20	56	cui	cui	PROPN
fbem-28251	20	57	chang	chang	PROPN
fbem-28251	20	58	,	,	PUNCT
fbem-28251	20	59	li	li	PROPN
fbem-28251	20	60	guowei	guowei	PROPN
fbem-28251	20	61	(	(	PUNCT
fbem-28251	20	62	2019	2019	NUM
fbem-28251	20	63	)	)	PUNCT
fbem-28251	20	64	diagnosed	diagnose	VERB
fbem-28251	20	65	the	the	DET
fbem-28251	20	66	structural	structural	ADJ
fbem-28251	20	67	turning	turning	NOUN
fbem-28251	20	68	points	point	NOUN
fbem-28251	20	69	included	include	VERB
fbem-28251	20	70	in	in	ADP
fbem-28251	20	71	the	the	DET
fbem-28251	20	72	price	price	NOUN
fbem-28251	20	73	index	index	NOUN
fbem-28251	20	74	sequence	sequence	NOUN
fbem-28251	20	75	of	of	ADP
fbem-28251	20	76	agricultural	agricultural	ADJ
fbem-28251	20	77	products	product	NOUN
fbem-28251	20	78	in	in	ADP
fbem-28251	20	79	china	china	PROPN
fbem-28251	20	80	according	accord	VERB
fbem-28251	20	81	to	to	ADP
fbem-28251	20	82	the	the	DET
fbem-28251	20	83	structural	structural	ADJ
fbem-28251	20	84	change	change	NOUN
fbem-28251	20	85	point	point	NOUN
fbem-28251	20	86	test	test	NOUN
fbem-28251	20	87	method	method	NOUN
fbem-28251	20	88	of	of	ADP
fbem-28251	20	89	bai	bai	PROPN
fbem-28251	20	90	and	and	CCONJ
fbem-28251	20	91	perron	perron	PROPN
fbem-28251	20	92	,	,	PUNCT
fbem-28251	20	93	analyzing	analyze	VERB
fbem-28251	20	94	the	the	DET
fbem-28251	20	95	causes	cause	NOUN
fbem-28251	20	96	and	and	CCONJ
fbem-28251	20	97	attributes	attribute	NOUN
fbem-28251	20	98	of	of	ADP
fbem-28251	20	99	the	the	DET
fbem-28251	20	100	four	four	NUM
fbem-28251	20	101	turning	turning	NOUN
fbem-28251	20	102	points	point	NOUN
fbem-28251	20	103	in	in	ADP
fbem-28251	20	104	the	the	DET
fbem-28251	20	105	period	period	NOUN
fbem-28251	20	106	from	from	ADP
fbem-28251	20	107	january	january	PROPN
fbem-28251	20	108	1998	1998	NUM
fbem-28251	20	109	to	to	ADP
fbem-28251	20	110	december	december	PROPN
fbem-28251	20	111	2015	2015	NUM
fbem-28251	20	112	,	,	PUNCT
fbem-28251	20	113	from	from	ADP
fbem-28251	20	114	the	the	DET
fbem-28251	20	115	perspective	perspective	NOUN
fbem-28251	20	116	of	of	ADP
fbem-28251	20	117	supply	supply	NOUN
fbem-28251	20	118	and	and	CCONJ
fbem-28251	20	119	demand	demand	NOUN
fbem-28251	20	120	structure	structure	NOUN
fbem-28251	20	121	changes	change	NOUN
fbem-28251	20	122	,	,	PUNCT
fbem-28251	20	123	agricultural	agricultural	ADJ
fbem-28251	20	124	production	production	NOUN
fbem-28251	20	125	cost	cost	NOUN
fbem-28251	20	126	changes	change	NOUN
fbem-28251	20	127	,	,	PUNCT
fbem-28251	20	128	international	international	ADJ
fbem-28251	20	129	agricultural	agricultural	ADJ
fbem-28251	20	130	product	product	NOUN
fbem-28251	20	131	price	price	NOUN
fbem-28251	20	132	changes	change	NOUN
fbem-28251	20	133	and	and	CCONJ
fbem-28251	20	134	policy	policy	NOUN
fbem-28251	20	135	changes	change	NOUN
fbem-28251	20	136	,	,	PUNCT
fbem-28251	20	137	with	with	ADP
fbem-28251	20	138	the	the	DET
fbem-28251	20	139	increase	increase	NOUN
fbem-28251	20	140	of	of	ADP
fbem-28251	20	141	the	the	DET
fbem-28251	20	142	marketization	marketization	NOUN
fbem-28251	20	143	degree	degree	NOUN
fbem-28251	20	144	of	of	ADP
fbem-28251	20	145	agricultural	agricultural	ADJ
fbem-28251	20	146	products	product	NOUN
fbem-28251	20	147	circulation	circulation	NOUN
fbem-28251	20	148	and	and	CCONJ
fbem-28251	20	149	pricing	pricing	NOUN
fbem-28251	20	150	,	,	PUNCT
fbem-28251	20	151	the	the	DET
fbem-28251	20	152	role	role	NOUN
fbem-28251	20	153	between	between	ADP
fbem-28251	20	154	production	production	NOUN
fbem-28251	20	155	costs	cost	NOUN
fbem-28251	20	156	,	,	PUNCT
fbem-28251	20	157	international	international	ADJ
fbem-28251	20	158	agricultural	agricultural	ADJ
fbem-28251	20	159	prices	price	NOUN
fbem-28251	20	160	and	and	CCONJ
fbem-28251	20	161	money	money	NOUN
fbem-28251	20	162	supply	supply	NOUN
fbem-28251	20	163	and	and	CCONJ
fbem-28251	20	164	chinese	chinese	ADJ
fbem-28251	20	165	agricultural	agricultural	ADJ
fbem-28251	20	166	prices	price	NOUN
fbem-28251	20	167	has	have	AUX
fbem-28251	20	168	also	also	ADV
fbem-28251	20	169	been	be	AUX
fbem-28251	20	170	strengthened	strengthen	VERB
fbem-28251	20	171	,	,	PUNCT
fbem-28251	20	172	at	at	ADP
fbem-28251	20	173	the	the	DET
fbem-28251	20	174	same	same	ADJ
fbem-28251	20	175	time	time	NOUN
fbem-28251	20	176	,	,	PUNCT
fbem-28251	20	177	the	the	DET
fbem-28251	20	178	relationship	relationship	NOUN
fbem-28251	20	179	between	between	ADP
fbem-28251	20	180	domestic	domestic	ADJ
fbem-28251	20	181	agricultural	agricultural	ADJ
fbem-28251	20	182	prices	price	NOUN
fbem-28251	20	183	and	and	CCONJ
fbem-28251	20	184	other	other	ADJ
fbem-28251	20	185	consumer	consumer	NOUN
fbem-28251	20	186	prices	price	NOUN
fbem-28251	20	187	has	have	AUX
fbem-28251	20	188	also	also	ADV
fbem-28251	20	189	changed	change	VERB
fbem-28251	20	190	significantly	significantly	ADV
fbem-28251	20	191	.	.	PUNCT
fbem-28251	21	1	2.3	2.3	NUM
fbem-28251	21	2	.	.	PUNCT
fbem-28251	22	1	futures	future	NOUN
fbem-28251	22	2	influence	influence	NOUN
fbem-28251	22	3	in	in	ADP
fbem-28251	22	4	terms	term	NOUN
fbem-28251	22	5	of	of	ADP
fbem-28251	22	6	the	the	DET
fbem-28251	22	7	impact	impact	NOUN
fbem-28251	22	8	of	of	ADP
fbem-28251	22	9	futures	future	NOUN
fbem-28251	22	10	,	,	PUNCT
fbem-28251	22	11	zhang	zhang	PROPN
fbem-28251	22	12	is	be	AUX
fbem-28251	22	13	hopeful	hopeful	ADJ
fbem-28251	22	14	and	and	CCONJ
fbem-28251	22	15	li	li	PROPN
fbem-28251	22	16	chongguang	chongguang	PROPN
fbem-28251	22	17	(	(	PUNCT
fbem-28251	22	18	2018	2018	NUM
fbem-28251	22	19	)	)	PUNCT
fbem-28251	22	20	systematically	systematically	ADV
fbem-28251	22	21	calculated	calculate	VERB
fbem-28251	22	22	the	the	DET
fbem-28251	22	23	financialization	financialization	NOUN
fbem-28251	22	24	factors	factor	NOUN
fbem-28251	22	25	infuencing	infuence	VERB
fbem-28251	22	26	the	the	DET
fbem-28251	22	27	spot	spot	NOUN
fbem-28251	22	28	price	price	NOUN
fbem-28251	22	29	of	of	ADP
fbem-28251	22	30	domestic	domestic	ADJ
fbem-28251	22	31	agricultural	agricultural	ADJ
fbem-28251	22	32	products	product	NOUN
fbem-28251	22	33	in	in	ADP
fbem-28251	22	34	the	the	DET
fbem-28251	22	35	short	short	ADJ
fbem-28251	22	36	term	term	NOUN
fbem-28251	22	37	and	and	CCONJ
fbem-28251	22	38	the	the	DET
fbem-28251	22	39	ardl	ardl	NOUN
fbem-28251	22	40	model	model	NOUN
fbem-28251	22	41	.	.	PUNCT
fbem-28251	23	1	the	the	DET
fbem-28251	23	2	result	result	NOUN
fbem-28251	23	3	shows	show	VERB
fbem-28251	23	4	that	that	SCONJ
fbem-28251	23	5	the	the	DET
fbem-28251	23	6	domestic	domestic	ADJ
fbem-28251	23	7	futures	future	NOUN
fbem-28251	23	8	price	price	NOUN
fbem-28251	23	9	is	be	AUX
fbem-28251	23	10	one	one	NUM
fbem-28251	23	11	of	of	ADP
fbem-28251	23	12	the	the	DET
fbem-28251	23	13	main	main	ADJ
fbem-28251	23	14	financialization	financialization	NOUN
fbem-28251	23	15	factors	factor	NOUN
fbem-28251	23	16	infuencing	infuence	VERB
fbem-28251	23	17	the	the	DET
fbem-28251	23	18	spot	spot	NOUN
fbem-28251	23	19	price	price	NOUN
fbem-28251	23	20	of	of	ADP
fbem-28251	23	21	domestic	domestic	ADJ
fbem-28251	23	22	soybean	soybean	NOUN
fbem-28251	23	23	.	.	PUNCT
fbem-28251	24	1	140	140	NUM
fbem-28251	24	2	2.4	2.4	NUM
fbem-28251	24	3	.	.	PUNCT
fbem-28251	25	1	other	other	ADJ
fbem-28251	25	2	aspects	aspect	NOUN
fbem-28251	25	3	in	in	ADP
fbem-28251	25	4	other	other	ADJ
fbem-28251	25	5	aspects	aspect	NOUN
fbem-28251	25	6	,	,	PUNCT
fbem-28251	25	7	peng	peng	PROPN
fbem-28251	25	8	hongjun	hongjun	PROPN
fbem-28251	25	9	et	et	PROPN
fbem-28251	25	10	al	al	PROPN
fbem-28251	25	11	.	.	PROPN
fbem-28251	26	1	(	(	PUNCT
fbem-28251	26	2	2019	2019	NUM
fbem-28251	26	3	)	)	PUNCT
fbem-28251	26	4	constructed	construct	VERB
fbem-28251	26	5	the	the	DET
fbem-28251	26	6	stackelberge	stackelberge	ADJ
fbem-28251	26	7	game	game	NOUN
fbem-28251	26	8	model	model	NOUN
fbem-28251	26	9	under	under	ADP
fbem-28251	26	10	the	the	DET
fbem-28251	26	11	conditional	conditional	ADJ
fbem-28251	26	12	risk	risk	NOUN
fbem-28251	26	13	value	value	NOUN
fbem-28251	26	14	(	(	PUNCT
fbem-28251	26	15	cvar	cvar	NOUN
fbem-28251	26	16	)	)	PUNCT
fbem-28251	26	17	criterion	criterion	NOUN
fbem-28251	26	18	to	to	PART
fbem-28251	26	19	study	study	VERB
fbem-28251	26	20	the	the	DET
fbem-28251	26	21	optimal	optimal	ADJ
fbem-28251	26	22	strategy	strategy	NOUN
fbem-28251	26	23	of	of	ADP
fbem-28251	26	24	farmers	farmer	NOUN
fbem-28251	26	25	and	and	CCONJ
fbem-28251	26	26	companies	company	NOUN
fbem-28251	26	27	.	.	PUNCT
fbem-28251	27	1	the	the	DET
fbem-28251	27	2	results	result	NOUN
fbem-28251	27	3	show	show	VERB
fbem-28251	27	4	that	that	SCONJ
fbem-28251	27	5	the	the	PRON
fbem-28251	27	6	greater	great	ADJ
fbem-28251	27	7	the	the	DET
fbem-28251	27	8	risk	risk	NOUN
fbem-28251	27	9	aversion	aversion	NOUN
fbem-28251	27	10	of	of	ADP
fbem-28251	27	11	farmers	farmer	NOUN
fbem-28251	27	12	,	,	PUNCT
fbem-28251	27	13	the	the	DET
fbem-28251	27	14	smaller	small	ADJ
fbem-28251	27	15	the	the	DET
fbem-28251	27	16	output	output	NOUN
fbem-28251	27	17	of	of	ADP
fbem-28251	27	18	agricultural	agricultural	ADJ
fbem-28251	27	19	products	product	NOUN
fbem-28251	27	20	,	,	PUNCT
fbem-28251	27	21	the	the	PRON
fbem-28251	27	22	higher	high	ADJ
fbem-28251	27	23	the	the	DET
fbem-28251	27	24	purchase	purchase	NOUN
fbem-28251	27	25	price	price	NOUN
fbem-28251	27	26	made	make	VERB
fbem-28251	27	27	by	by	ADP
fbem-28251	27	28	the	the	DET
fbem-28251	27	29	company	company	NOUN
fbem-28251	27	30	,	,	PUNCT
fbem-28251	27	31	and	and	CCONJ
fbem-28251	27	32	the	the	DET
fbem-28251	27	33	output	output	NOUN
fbem-28251	27	34	and	and	CCONJ
fbem-28251	27	35	purchase	purchase	NOUN
fbem-28251	27	36	price	price	NOUN
fbem-28251	27	37	of	of	ADP
fbem-28251	27	38	agricultural	agricultural	ADJ
fbem-28251	27	39	products	product	NOUN
fbem-28251	27	40	decrease	decrease	NOUN
fbem-28251	27	41	with	with	ADP
fbem-28251	27	42	the	the	DET
fbem-28251	27	43	increase	increase	NOUN
fbem-28251	27	44	of	of	ADP
fbem-28251	27	45	the	the	DET
fbem-28251	27	46	volatility	volatility	NOUN
fbem-28251	27	47	of	of	ADP
fbem-28251	27	48	agricultural	agricultural	ADJ
fbem-28251	27	49	products	product	NOUN
fbem-28251	27	50	output	output	NOUN
fbem-28251	27	51	.	.	PUNCT
fbem-28251	28	1	faruk	faruk	PROPN
fbem-28251	28	2	urak	urak	PROPN
fbem-28251	28	3	,	,	PUNCT
fbem-28251	28	4	abdulbaki	abdulbaki	VERB
fbem-28251	28	5	bilgic	bilgic	ADV
fbem-28251	28	6	(	(	PUNCT
fbem-28251	28	7	2023	2023	NUM
fbem-28251	28	8	)	)	PUNCT
fbem-28251	28	9	used	use	VERB
fbem-28251	28	10	var	var	NOUN
fbem-28251	28	11	(	(	PUNCT
fbem-28251	28	12	1	1	NUM
fbem-28251	28	13	)	)	PUNCT
fbem-28251	28	14	bekk	bekk	ADJ
fbem-28251	28	15	-	-	PUNCT
fbem-28251	28	16	garch	garch	NOUN
fbem-28251	28	17	(	(	PUNCT
fbem-28251	28	18	1,1	1,1	NUM
fbem-28251	28	19	)	)	PUNCT
fbem-28251	28	20	model	model	NOUN
fbem-28251	28	21	to	to	PART
fbem-28251	28	22	study	study	VERB
fbem-28251	28	23	the	the	DET
fbem-28251	28	24	long	long	ADJ
fbem-28251	28	25	-	-	PUNCT
fbem-28251	28	26	term	term	NOUN
fbem-28251	28	27	uncertainty	uncertainty	NOUN
fbem-28251	28	28	transmission	transmission	NOUN
fbem-28251	28	29	.	.	PUNCT
fbem-28251	29	1	the	the	DET
fbem-28251	29	2	results	result	NOUN
fbem-28251	29	3	indicate	indicate	VERB
fbem-28251	29	4	that	that	SCONJ
fbem-28251	29	5	short	short	ADJ
fbem-28251	29	6	-	-	PUNCT
fbem-28251	29	7	and	and	CCONJ
fbem-28251	29	8	long	long	ADJ
fbem-28251	29	9	-	-	PUNCT
fbem-28251	29	10	term	term	NOUN
fbem-28251	29	11	indirect	indirect	ADJ
fbem-28251	29	12	and	and	CCONJ
fbem-28251	29	13	direct	direct	ADJ
fbem-28251	29	14	shocks	shock	NOUN
fbem-28251	29	15	and	and	CCONJ
fbem-28251	29	16	long	long	ADJ
fbem-28251	29	17	-	-	PUNCT
fbem-28251	29	18	term	term	NOUN
fbem-28251	29	19	uncertainty	uncertainty	NOUN
fbem-28251	29	20	transmission	transmission	NOUN
fbem-28251	29	21	posing	pose	VERB
fbem-28251	29	22	a	a	DET
fbem-28251	29	23	threat	threat	NOUN
fbem-28251	29	24	to	to	ADP
fbem-28251	29	25	the	the	DET
fbem-28251	29	26	product	product	NOUN
fbem-28251	29	27	sovereignty	sovereignty	NOUN
fbem-28251	29	28	and	and	CCONJ
fbem-28251	29	29	the	the	DET
fbem-28251	29	30	food	food	NOUN
fbem-28251	29	31	security	security	NOUN
fbem-28251	29	32	of	of	ADP
fbem-28251	29	33	consumers	consumer	NOUN
fbem-28251	29	34	.	.	PUNCT
fbem-28251	30	1	at	at	ADP
fbem-28251	30	2	the	the	DET
fbem-28251	30	3	same	same	ADJ
fbem-28251	30	4	time	time	NOUN
fbem-28251	30	5	,	,	PUNCT
fbem-28251	30	6	the	the	DET
fbem-28251	30	7	asymmetry	asymmetry	NOUN
fbem-28251	30	8	effect	effect	NOUN
fbem-28251	30	9	plays	play	VERB
fbem-28251	30	10	a	a	DET
fbem-28251	30	11	role	role	NOUN
fbem-28251	30	12	in	in	ADP
fbem-28251	30	13	the	the	DET
fbem-28251	30	14	uncertainty	uncertainty	NOUN
fbem-28251	30	15	of	of	ADP
fbem-28251	30	16	the	the	DET
fbem-28251	30	17	product	product	NOUN
fbem-28251	30	18	market	market	NOUN
fbem-28251	30	19	transformation	transformation	NOUN
fbem-28251	30	20	.	.	PUNCT
fbem-28251	31	1	3	3	X
fbem-28251	31	2	.	.	X
fbem-28251	31	3	the	the	DET
fbem-28251	31	4	practical	practical	ADJ
fbem-28251	31	5	application	application	NOUN
fbem-28251	31	6	of	of	ADP
fbem-28251	31	7	financial	financial	ADJ
fbem-28251	31	8	timing	timing	NOUN
fbem-28251	31	9	model	model	NOUN
fbem-28251	31	10	in	in	ADP
fbem-28251	31	11	agricultural	agricultural	ADJ
fbem-28251	31	12	product	product	NOUN
fbem-28251	31	13	price	price	NOUN
fbem-28251	31	14	forecast	forecast	NOUN
fbem-28251	31	15	3.1	3.1	NUM
fbem-28251	31	16	.	.	PUNCT
fbem-28251	32	1	arima	arima	PROPN
fbem-28251	32	2	class	class	PROPN
fbem-28251	32	3	model	model	PROPN
fbem-28251	32	4	ding	ding	PROPN
fbem-28251	32	5	huijuan	huijuan	PROPN
fbem-28251	32	6	et	et	PROPN
fbem-28251	32	7	al	al	PROPN
fbem-28251	32	8	.	.	PROPN
fbem-28251	33	1	(	(	PUNCT
fbem-28251	33	2	2018	2018	NUM
fbem-28251	33	3	)	)	PUNCT
fbem-28251	33	4	took	take	VERB
fbem-28251	33	5	the	the	DET
fbem-28251	33	6	zunyi	zunyi	NOUN
fbem-28251	33	7	pork	pork	NOUN
fbem-28251	33	8	price	price	NOUN
fbem-28251	33	9	as	as	ADP
fbem-28251	33	10	an	an	DET
fbem-28251	33	11	example	example	NOUN
fbem-28251	33	12	to	to	PART
fbem-28251	33	13	analyze	analyze	VERB
fbem-28251	33	14	the	the	DET
fbem-28251	33	15	prediction	prediction	NOUN
fbem-28251	33	16	model	model	NOUN
fbem-28251	33	17	,	,	PUNCT
fbem-28251	33	18	constructed	construct	VERB
fbem-28251	33	19	the	the	DET
fbem-28251	33	20	arima	arima	PROPN
fbem-28251	33	21	model	model	NOUN
fbem-28251	33	22	and	and	CCONJ
fbem-28251	33	23	the	the	DET
fbem-28251	33	24	gray	gray	ADJ
fbem-28251	33	25	model	model	NOUN
fbem-28251	33	26	,	,	PUNCT
fbem-28251	33	27	and	and	CCONJ
fbem-28251	33	28	compared	compare	VERB
fbem-28251	33	29	and	and	CCONJ
fbem-28251	33	30	analyzed	analyze	VERB
fbem-28251	33	31	the	the	DET
fbem-28251	33	32	specific	specific	ADJ
fbem-28251	33	33	steps	step	NOUN
fbem-28251	33	34	of	of	ADP
fbem-28251	33	35	the	the	DET
fbem-28251	33	36	two	two	NUM
fbem-28251	33	37	models	model	NOUN
fbem-28251	33	38	.	.	PUNCT
fbem-28251	34	1	the	the	DET
fbem-28251	34	2	results	result	NOUN
fbem-28251	34	3	show	show	VERB
fbem-28251	34	4	that	that	SCONJ
fbem-28251	34	5	the	the	DET
fbem-28251	34	6	arima	arima	PROPN
fbem-28251	34	7	(	(	PUNCT
fbem-28251	34	8	1,1,0	1,1,0	NUM
fbem-28251	34	9	)	)	PUNCT
fbem-28251	34	10	model	model	NOUN
fbem-28251	34	11	and	and	CCONJ
fbem-28251	34	12	the	the	DET
fbem-28251	34	13	grey	grey	PROPN
fbem-28251	34	14	model	model	NOUN
fbem-28251	34	15	gm	gm	PROPN
fbem-28251	34	16	(	(	PUNCT
fbem-28251	34	17	1,1	1,1	NUM
fbem-28251	34	18	)	)	PUNCT
fbem-28251	34	19	are	be	AUX
fbem-28251	34	20	the	the	DET
fbem-28251	34	21	optimal	optimal	ADJ
fbem-28251	34	22	prediction	prediction	NOUN
fbem-28251	34	23	model	model	NOUN
fbem-28251	34	24	;	;	PUNCT
fbem-28251	34	25	in	in	ADP
fbem-28251	34	26	the	the	DET
fbem-28251	34	27	agricultural	agricultural	ADJ
fbem-28251	34	28	product	product	NOUN
fbem-28251	34	29	price	price	NOUN
fbem-28251	34	30	model	model	NOUN
fbem-28251	34	31	,	,	PUNCT
fbem-28251	34	32	the	the	DET
fbem-28251	34	33	arima	arima	NOUN
fbem-28251	34	34	model	model	NOUN
fbem-28251	34	35	is	be	AUX
fbem-28251	34	36	fit	fit	ADJ
fbem-28251	34	37	for	for	ADP
fbem-28251	34	38	short	short	ADJ
fbem-28251	34	39	-	-	PUNCT
fbem-28251	34	40	term	term	NOUN
fbem-28251	34	41	prediction	prediction	NOUN
fbem-28251	34	42	,	,	PUNCT
fbem-28251	34	43	and	and	CCONJ
fbem-28251	34	44	the	the	DET
fbem-28251	34	45	gray	gray	ADJ
fbem-28251	34	46	model	model	NOUN
fbem-28251	34	47	is	be	AUX
fbem-28251	34	48	propitious	propitious	ADJ
fbem-28251	34	49	for	for	ADP
fbem-28251	34	50	medium	medium	ADJ
fbem-28251	34	51	and	and	CCONJ
fbem-28251	34	52	long	long	ADJ
fbem-28251	34	53	-	-	PUNCT
fbem-28251	34	54	term	term	NOUN
fbem-28251	34	55	prediction	prediction	NOUN
fbem-28251	34	56	.	.	PUNCT
fbem-28251	35	1	cao	cao	PROPN
fbem-28251	35	2	shuang	shuang	PROPN
fbem-28251	35	3	,	,	PUNCT
fbem-28251	35	4	he	he	PRON
fbem-28251	35	5	yucheng	yucheng	INTJ
fbem-28251	35	6	(	(	PUNCT
fbem-28251	35	7	2015	2015	NUM
fbem-28251	35	8	)	)	PUNCT
fbem-28251	35	9	built	build	VERB
fbem-28251	35	10	based	base	VERB
fbem-28251	35	11	on	on	ADP
fbem-28251	35	12	the	the	DET
fbem-28251	35	13	wavelet	wavelet	NOUN
fbem-28251	35	14	decomposition	decomposition	NOUN
fbem-28251	35	15	of	of	ADP
fbem-28251	35	16	svm	svm	ADJ
fbem-28251	35	17	-	-	PUNCT
fbem-28251	35	18	ari	ari	ADJ
fbem-28251	35	19	-	-	PUNCT
fbem-28251	35	20	ma	ma	PROPN
fbem-28251	35	21	agricultural	agricultural	ADJ
fbem-28251	35	22	price	price	NOUN
fbem-28251	35	23	prediction	prediction	NOUN
fbem-28251	35	24	model	model	NOUN
fbem-28251	35	25	,	,	PUNCT
fbem-28251	35	26	namely	namely	ADV
fbem-28251	35	27	the	the	DET
fbem-28251	35	28	first	first	ADJ
fbem-28251	35	29	wavelet	wavelet	NOUN
fbem-28251	35	30	analysis	analysis	NOUN
fbem-28251	35	31	of	of	ADP
fbem-28251	35	32	agricultural	agricultural	ADJ
fbem-28251	35	33	price	price	NOUN
fbem-28251	35	34	decomposition	decomposition	NOUN
fbem-28251	35	35	,	,	PUNCT
fbem-28251	35	36	extract	extract	VERB
fbem-28251	35	37	the	the	DET
fbem-28251	35	38	four	four	NUM
fbem-28251	35	39	aspects	aspect	NOUN
fbem-28251	35	40	of	of	ADP
fbem-28251	35	41	change	change	NOUN
fbem-28251	35	42	trend	trend	NOUN
fbem-28251	35	43	,	,	PUNCT
fbem-28251	35	44	and	and	CCONJ
fbem-28251	35	45	then	then	ADV
fbem-28251	35	46	use	use	VERB
fbem-28251	35	47	svm	svm	ADJ
fbem-28251	35	48	model	model	NOUN
fbem-28251	35	49	and	and	CCONJ
fbem-28251	35	50	arima	arima	PROPN
fbem-28251	35	51	model	model	NOUN
fbem-28251	35	52	for	for	ADP
fbem-28251	35	53	the	the	DET
fbem-28251	35	54	above	above	ADJ
fbem-28251	35	55	four	four	NUM
fbem-28251	35	56	change	change	NOUN
fbem-28251	35	57	trend	trend	NOUN
fbem-28251	35	58	analysis	analysis	NOUN
fbem-28251	35	59	and	and	CCONJ
fbem-28251	35	60	modeling	modeling	NOUN
fbem-28251	35	61	,	,	PUNCT
fbem-28251	35	62	and	and	CCONJ
fbem-28251	35	63	reconstruct	reconstruct	VERB
fbem-28251	35	64	the	the	DET
fbem-28251	35	65	combination	combination	NOUN
fbem-28251	35	66	of	of	ADP
fbem-28251	35	67	agricultural	agricultural	ADJ
fbem-28251	35	68	price	price	NOUN
fbem-28251	35	69	prediction	prediction	NOUN
fbem-28251	35	70	model	model	NOUN
fbem-28251	35	71	.	.	PUNCT
fbem-28251	36	1	after	after	ADP
fbem-28251	36	2	the	the	DET
fbem-28251	36	3	example	example	NOUN
fbem-28251	36	4	analysis	analysis	NOUN
fbem-28251	36	5	of	of	ADP
fbem-28251	36	6	chinese	chinese	ADJ
fbem-28251	36	7	cabbage	cabbage	NOUN
fbem-28251	36	8	price	price	NOUN
fbem-28251	36	9	,	,	PUNCT
fbem-28251	36	10	it	it	PRON
fbem-28251	36	11	is	be	AUX
fbem-28251	36	12	found	find	VERB
fbem-28251	36	13	that	that	SCONJ
fbem-28251	36	14	this	this	DET
fbem-28251	36	15	kind	kind	NOUN
fbem-28251	36	16	is	be	AUX
fbem-28251	36	17	based	base	VERB
fbem-28251	36	18	on	on	ADP
fbem-28251	36	19	the	the	DET
fbem-28251	36	20	group	group	NOUN
fbem-28251	36	21	of	of	ADP
fbem-28251	36	22	wavelet	wavelet	NOUN
fbem-28251	36	23	decomposition	decomposition	NOUN
fbem-28251	36	24	.	.	PUNCT
fbem-28251	37	1	after	after	ADP
fbem-28251	37	2	the	the	DET
fbem-28251	37	3	example	example	NOUN
fbem-28251	37	4	analysis	analysis	NOUN
fbem-28251	37	5	of	of	ADP
fbem-28251	37	6	chinese	chinese	ADJ
fbem-28251	37	7	cabbage	cabbage	NOUN
fbem-28251	37	8	price	price	NOUN
fbem-28251	37	9	,	,	PUNCT
fbem-28251	37	10	it	it	PRON
fbem-28251	37	11	is	be	AUX
fbem-28251	37	12	found	find	VERB
fbem-28251	37	13	that	that	SCONJ
fbem-28251	37	14	the	the	DET
fbem-28251	37	15	combined	combine	VERB
fbem-28251	37	16	prediction	prediction	NOUN
fbem-28251	37	17	model	model	NOUN
fbem-28251	37	18	based	base	VERB
fbem-28251	37	19	on	on	ADP
fbem-28251	37	20	wavelet	wavelet	NOUN
fbem-28251	37	21	decomposition	decomposition	NOUN
fbem-28251	37	22	has	have	VERB
fbem-28251	37	23	higher	high	ADJ
fbem-28251	37	24	prediction	prediction	NOUN
fbem-28251	37	25	accuracy	accuracy	NOUN
fbem-28251	37	26	.	.	PUNCT
fbem-28251	38	1	to	to	PART
fbem-28251	38	2	improve	improve	VERB
fbem-28251	38	3	the	the	DET
fbem-28251	38	4	accuracy	accuracy	NOUN
fbem-28251	38	5	of	of	ADP
fbem-28251	38	6	forestry	forestry	NOUN
fbem-28251	38	7	product	product	NOUN
fbem-28251	38	8	sales	sale	NOUN
fbem-28251	38	9	price	price	NOUN
fbem-28251	38	10	prediction	prediction	NOUN
fbem-28251	38	11	,	,	PUNCT
fbem-28251	38	12	a	a	DET
fbem-28251	38	13	forestry	forestry	NOUN
fbem-28251	38	14	product	product	NOUN
fbem-28251	38	15	sales	sale	NOUN
fbem-28251	38	16	price	price	NOUN
fbem-28251	38	17	forecasting	forecasting	NOUN
fbem-28251	38	18	system	system	NOUN
fbem-28251	38	19	based	base	VERB
fbem-28251	38	20	on	on	ADP
fbem-28251	38	21	arima	arima	PROPN
fbem-28251	38	22	and	and	CCONJ
fbem-28251	38	23	lstm	lstm	PROPN
fbem-28251	38	24	mixed	mixed	ADJ
fbem-28251	38	25	model	model	NOUN
fbem-28251	38	26	is	be	AUX
fbem-28251	38	27	proposed	propose	VERB
fbem-28251	38	28	.	.	PUNCT
fbem-28251	39	1	system	system	NOUN
fbem-28251	39	2	design	design	NOUN
fbem-28251	39	3	analysis	analysis	NOUN
fbem-28251	39	4	and	and	CCONJ
fbem-28251	39	5	database	database	NOUN
fbem-28251	39	6	design	design	NOUN
fbem-28251	39	7	ensure	ensure	VERB
fbem-28251	39	8	the	the	DET
fbem-28251	39	9	overall	overall	ADJ
fbem-28251	39	10	performance	performance	NOUN
fbem-28251	39	11	of	of	ADP
fbem-28251	39	12	the	the	DET
fbem-28251	39	13	system	system	NOUN
fbem-28251	39	14	.	.	PUNCT
fbem-28251	40	1	data	datum	NOUN
fbem-28251	40	2	quality	quality	NOUN
fbem-28251	40	3	is	be	AUX
fbem-28251	40	4	improved	improve	VERB
fbem-28251	40	5	by	by	ADP
fbem-28251	40	6	preprocessing	preprocesse	VERB
fbem-28251	40	7	of	of	ADP
fbem-28251	40	8	historical	historical	ADJ
fbem-28251	40	9	data	datum	NOUN
fbem-28251	40	10	.	.	PUNCT
fbem-28251	41	1	lu	lu	PROPN
fbem-28251	41	2	yao	yao	PROPN
fbem-28251	41	3	,	,	PUNCT
fbem-28251	41	4	chen	chen	PROPN
fbem-28251	41	5	wei	wei	PROPN
fbem-28251	41	6	(	(	PUNCT
fbem-28251	41	7	2024	2024	NUM
fbem-28251	41	8	)	)	PUNCT
fbem-28251	41	9	used	use	VERB
fbem-28251	41	10	arima	arima	NOUN
fbem-28251	41	11	model	model	NOUN
fbem-28251	41	12	and	and	CCONJ
fbem-28251	41	13	lstm	lstm	ADJ
fbem-28251	41	14	residual	residual	ADJ
fbem-28251	41	15	prediction	prediction	NOUN
fbem-28251	41	16	to	to	PART
fbem-28251	41	17	make	make	VERB
fbem-28251	41	18	price	price	NOUN
fbem-28251	41	19	prediction	prediction	NOUN
fbem-28251	41	20	,	,	PUNCT
fbem-28251	41	21	and	and	CCONJ
fbem-28251	41	22	combined	combine	VERB
fbem-28251	41	23	the	the	DET
fbem-28251	41	24	two	two	NUM
fbem-28251	41	25	to	to	PART
fbem-28251	41	26	obtain	obtain	VERB
fbem-28251	41	27	the	the	DET
fbem-28251	41	28	final	final	ADJ
fbem-28251	41	29	prediction	prediction	NOUN
fbem-28251	41	30	results	result	NOUN
fbem-28251	41	31	.	.	PUNCT
fbem-28251	42	1	it	it	PRON
fbem-28251	42	2	shows	show	VERB
fbem-28251	42	3	that	that	SCONJ
fbem-28251	42	4	the	the	DET
fbem-28251	42	5	prediction	prediction	NOUN
fbem-28251	42	6	error	error	NOUN
fbem-28251	42	7	of	of	ADP
fbem-28251	42	8	this	this	DET
fbem-28251	42	9	system	system	NOUN
fbem-28251	42	10	is	be	AUX
fbem-28251	42	11	controlled	control	VERB
fbem-28251	42	12	below	below	ADP
fbem-28251	42	13	3	3	NUM
fbem-28251	42	14	,	,	PUNCT
fbem-28251	42	15	which	which	PRON
fbem-28251	42	16	has	have	VERB
fbem-28251	42	17	higher	high	ADJ
fbem-28251	42	18	accuracy	accuracy	NOUN
fbem-28251	42	19	and	and	CCONJ
fbem-28251	42	20	strong	strong	ADJ
fbem-28251	42	21	reliability	reliability	NOUN
fbem-28251	42	22	.	.	PUNCT
fbem-28251	43	1	xu	xu	PROPN
fbem-28251	43	2	yaqing	yaqing	NOUN
fbem-28251	43	3	(	(	PUNCT
fbem-28251	43	4	2017	2017	NUM
fbem-28251	43	5	)	)	PUNCT
fbem-28251	43	6	for	for	ADP
fbem-28251	43	7	the	the	DET
fbem-28251	43	8	price	price	NOUN
fbem-28251	43	9	prediction	prediction	NOUN
fbem-28251	43	10	of	of	ADP
fbem-28251	43	11	agricultural	agricultural	ADJ
fbem-28251	43	12	products	product	NOUN
fbem-28251	43	13	,	,	PUNCT
fbem-28251	43	14	the	the	DET
fbem-28251	43	15	article	article	NOUN
fbem-28251	43	16	has	have	AUX
fbem-28251	43	17	established	establish	VERB
fbem-28251	43	18	the	the	DET
fbem-28251	43	19	exponential	exponential	ADJ
fbem-28251	43	20	smoothing	smoothing	NOUN
fbem-28251	43	21	model	model	NOUN
fbem-28251	43	22	,	,	PUNCT
fbem-28251	43	23	arima	arima	PROPN
fbem-28251	43	24	(	(	PUNCT
fbem-28251	43	25	sum	sum	NOUN
fbem-28251	43	26	regression	regression	NOUN
fbem-28251	43	27	moving	move	VERB
fbem-28251	43	28	average	average	ADJ
fbem-28251	43	29	)	)	PUNCT
fbem-28251	43	30	model	model	NOUN
fbem-28251	43	31	and	and	CCONJ
fbem-28251	43	32	based	base	VERB
fbem-28251	43	33	on	on	ADP
fbem-28251	43	34	the	the	DET
fbem-28251	43	35	combination	combination	NOUN
fbem-28251	43	36	of	of	ADP
fbem-28251	43	37	the	the	DET
fbem-28251	43	38	prediction	prediction	NOUN
fbem-28251	43	39	model	model	NOUN
fbem-28251	43	40	,	,	PUNCT
fbem-28251	43	41	combined	combine	VERB
fbem-28251	43	42	with	with	ADP
fbem-28251	43	43	2011	2011	NUM
fbem-28251	43	44	-	-	SYM
fbem-28251	43	45	2015	2015	NUM
fbem-28251	43	46	xi'an	xi'an	PROPN
fbem-28251	43	47	rosecarrot	rosecarrot	PROPN
fbem-28251	43	48	market	market	NOUN
fbem-28251	43	49	monthly	monthly	ADJ
fbem-28251	43	50	price	price	NOUN
fbem-28251	43	51	data	datum	NOUN
fbem-28251	43	52	,	,	PUNCT
fbem-28251	43	53	based	base	VERB
fbem-28251	43	54	on	on	ADP
fbem-28251	43	55	the	the	DET
fbem-28251	43	56	application	application	NOUN
fbem-28251	43	57	of	of	ADP
fbem-28251	43	58	the	the	DET
fbem-28251	43	59	three	three	NUM
fbem-28251	43	60	model	model	NOUN
fbem-28251	43	61	spss	spss	PROPN
fbem-28251	43	62	related	relate	VERB
fbem-28251	43	63	software	software	NOUN
fbem-28251	43	64	for	for	ADP
fbem-28251	43	65	the	the	DET
fbem-28251	43	66	future	future	ADJ
fbem-28251	43	67	short	short	ADJ
fbem-28251	43	68	-	-	PUNCT
fbem-28251	43	69	term	term	NOUN
fbem-28251	43	70	carrot	carrot	NOUN
fbem-28251	43	71	price	price	NOUN
fbem-28251	43	72	forecast	forecast	NOUN
fbem-28251	43	73	analysis	analysis	NOUN
fbem-28251	43	74	.	.	PUNCT
fbem-28251	44	1	the	the	DET
fbem-28251	44	2	results	result	NOUN
fbem-28251	44	3	illustrate	illustrate	VERB
fbem-28251	44	4	the	the	DET
fbem-28251	44	5	combined	combine	VERB
fbem-28251	44	6	model	model	NOUN
fbem-28251	44	7	is	be	AUX
fbem-28251	44	8	an	an	DET
fbem-28251	44	9	effective	effective	ADJ
fbem-28251	44	10	price	price	NOUN
fbem-28251	44	11	prediction	prediction	NOUN
fbem-28251	44	12	model	model	NOUN
fbem-28251	44	13	for	for	ADP
fbem-28251	44	14	agricultural	agricultural	ADJ
fbem-28251	44	15	products	product	NOUN
fbem-28251	44	16	.	.	PUNCT
fbem-28251	45	1	3.2	3.2	NUM
fbem-28251	45	2	.	.	PUNCT
fbem-28251	46	1	the	the	DET
fbem-28251	46	2	arch	arch	ADJ
fbem-28251	46	3	class	class	NOUN
fbem-28251	46	4	model	model	PROPN
fbem-28251	46	5	meng	meng	PROPN
fbem-28251	46	6	jun	jun	PROPN
fbem-28251	46	7	,	,	PUNCT
fbem-28251	46	8	lv	lv	PROPN
fbem-28251	46	9	xingchen	xingchen	PROPN
fbem-28251	46	10	(	(	PUNCT
fbem-28251	46	11	2021	2021	NUM
fbem-28251	46	12	)	)	PUNCT
fbem-28251	46	13	selected	select	VERB
fbem-28251	46	14	the	the	DET
fbem-28251	46	15	price	price	NOUN
fbem-28251	46	16	sequence	sequence	NOUN
fbem-28251	46	17	of	of	ADP
fbem-28251	46	18	four	four	NUM
fbem-28251	46	19	small	small	ADJ
fbem-28251	46	20	agricultural	agricultural	ADJ
fbem-28251	46	21	products	product	NOUN
fbem-28251	46	22	,	,	PUNCT
fbem-28251	46	23	garlic	garlic	NOUN
fbem-28251	46	24	,	,	PUNCT
fbem-28251	46	25	ginger	ginger	NOUN
fbem-28251	46	26	,	,	PUNCT
fbem-28251	46	27	green	green	ADJ
fbem-28251	46	28	onion	onion	NOUN
fbem-28251	46	29	and	and	CCONJ
fbem-28251	46	30	mung	mung	NOUN
fbem-28251	46	31	bean	bean	NOUN
fbem-28251	46	32	,	,	PUNCT
fbem-28251	46	33	and	and	CCONJ
fbem-28251	46	34	analyzed	analyze	VERB
fbem-28251	46	35	the	the	DET
fbem-28251	46	36	price	price	NOUN
fbem-28251	46	37	fluctuation	fluctuation	NOUN
fbem-28251	46	38	characteristics	characteristic	NOUN
fbem-28251	46	39	by	by	ADP
fbem-28251	46	40	using	use	VERB
fbem-28251	46	41	seasonal	seasonal	ADJ
fbem-28251	46	42	adjustment	adjustment	NOUN
fbem-28251	46	43	,	,	PUNCT
fbem-28251	46	44	h	h	NOUN
fbem-28251	46	45	-	-	PUNCT
fbem-28251	46	46	p	p	NOUN
fbem-28251	46	47	filtering	filtering	NOUN
fbem-28251	46	48	and	and	CCONJ
fbem-28251	46	49	arch	arch	ADJ
fbem-28251	46	50	model	model	NOUN
fbem-28251	46	51	.	.	PUNCT
fbem-28251	47	1	the	the	DET
fbem-28251	47	2	results	result	NOUN
fbem-28251	47	3	show	show	VERB
fbem-28251	47	4	that	that	SCONJ
fbem-28251	47	5	it	it	PRON
fbem-28251	47	6	is	be	AUX
fbem-28251	47	7	seasonal	seasonal	ADJ
fbem-28251	47	8	,	,	PUNCT
fbem-28251	47	9	cyclical	cyclical	ADJ
fbem-28251	47	10	and	and	CCONJ
fbem-28251	47	11	trend	trend	NOUN
fbem-28251	47	12	,	,	PUNCT
fbem-28251	47	13	and	and	CCONJ
fbem-28251	47	14	ginger	ginger	NOUN
fbem-28251	47	15	and	and	CCONJ
fbem-28251	47	16	scallion	scallion	NOUN
fbem-28251	47	17	have	have	VERB
fbem-28251	47	18	"	"	PUNCT
fbem-28251	47	19	high	high	ADJ
fbem-28251	47	20	risk	risk	NOUN
fbem-28251	47	21	and	and	CCONJ
fbem-28251	47	22	high	high	ADJ
fbem-28251	47	23	return	return	NOUN
fbem-28251	47	24	"	"	PUNCT
fbem-28251	47	25	.	.	PUNCT
fbem-28251	48	1	xia	xia	PROPN
fbem-28251	48	2	bing	bing	PROPN
fbem-28251	48	3	(	(	PUNCT
fbem-28251	48	4	2015	2015	NUM
fbem-28251	48	5	)	)	PUNCT
fbem-28251	48	6	through	through	ADP
fbem-28251	48	7	the	the	DET
fbem-28251	48	8	arch	arch	ADJ
fbem-28251	48	9	class	class	NOUN
fbem-28251	48	10	model	model	NOUN
fbem-28251	48	11	for	for	ADP
fbem-28251	48	12	agricultural	agricultural	ADJ
fbem-28251	48	13	consumption	consumption	NOUN
fbem-28251	48	14	and	and	CCONJ
fbem-28251	48	15	agricultural	agricultural	ADJ
fbem-28251	48	16	price	price	NOUN
fbem-28251	48	17	fluctuations	fluctuation	NOUN
fbem-28251	48	18	under	under	ADP
fbem-28251	48	19	the	the	DET
fbem-28251	48	20	background	background	NOUN
fbem-28251	48	21	of	of	ADP
fbem-28251	48	22	the	the	DET
fbem-28251	48	23	agglomeration	agglomeration	NOUN
fbem-28251	48	24	,	,	PUNCT
fbem-28251	48	25	the	the	DET
fbem-28251	48	26	development	development	NOUN
fbem-28251	48	27	of	of	ADP
fbem-28251	48	28	the	the	DET
fbem-28251	48	29	scale	scale	NOUN
fbem-28251	48	30	trend	trend	NOUN
fbem-28251	48	31	model	model	NOUN
fbem-28251	48	32	validation	validation	NOUN
fbem-28251	48	33	comparison	comparison	NOUN
fbem-28251	48	34	analysis	analysis	NOUN
fbem-28251	48	35	,	,	PUNCT
fbem-28251	48	36	and	and	CCONJ
fbem-28251	48	37	according	accord	VERB
fbem-28251	48	38	to	to	ADP
fbem-28251	48	39	the	the	DET
fbem-28251	48	40	normal	normal	ADJ
fbem-28251	48	41	distribution	distribution	NOUN
fbem-28251	48	42	characteristics	characteristic	NOUN
fbem-28251	48	43	of	of	ADP
fbem-28251	48	44	sample	sample	NOUN
fbem-28251	48	45	data	datum	NOUN
fbem-28251	48	46	,	,	PUNCT
fbem-28251	48	47	combined	combine	VERB
fbem-28251	48	48	with	with	ADP
fbem-28251	48	49	the	the	DET
fbem-28251	48	50	generalized	generalize	VERB
fbem-28251	48	51	error	error	NOUN
fbem-28251	48	52	distribution	distribution	NOUN
fbem-28251	48	53	model	model	NOUN
fbem-28251	48	54	validation	validation	NOUN
fbem-28251	48	55	the	the	DET
fbem-28251	48	56	final	final	ADJ
fbem-28251	48	57	residual	residual	ADJ
fbem-28251	48	58	value	value	NOUN
fbem-28251	48	59	,	,	PUNCT
fbem-28251	48	60	the	the	DET
fbem-28251	48	61	results	result	NOUN
fbem-28251	48	62	confirmed	confirm	VERB
fbem-28251	48	63	that	that	SCONJ
fbem-28251	48	64	the	the	DET
fbem-28251	48	65	price	price	NOUN
fbem-28251	48	66	of	of	ADP
fbem-28251	48	67	agricultural	agricultural	ADJ
fbem-28251	48	68	prices	price	NOUN
fbem-28251	48	69	have	have	VERB
fbem-28251	48	70	significant	significant	ADJ
fbem-28251	48	71	generalized	generalize	VERB
fbem-28251	48	72	arch	arch	ADJ
fbem-28251	48	73	process	process	NOUN
fbem-28251	48	74	effect	effect	NOUN
fbem-28251	48	75	,	,	PUNCT
fbem-28251	48	76	and	and	CCONJ
fbem-28251	48	77	the	the	DET
fbem-28251	48	78	risk	risk	NOUN
fbem-28251	48	79	of	of	ADP
fbem-28251	48	80	expected	expect	VERB
fbem-28251	48	81	consumption	consumption	NOUN
fbem-28251	48	82	of	of	ADP
fbem-28251	48	83	agricultural	agricultural	ADJ
fbem-28251	48	84	products	product	NOUN
fbem-28251	48	85	yield	yield	NOUN
fbem-28251	48	86	has	have	VERB
fbem-28251	48	87	a	a	DET
fbem-28251	48	88	negative	negative	ADJ
fbem-28251	48	89	impact	impact	NOUN
fbem-28251	48	90	of	of	ADP
fbem-28251	48	91	8.1	8.1	NUM
fbem-28251	48	92	%	%	NOUN
fbem-28251	48	93	.	.	PUNCT
fbem-28251	49	1	3.3	3.3	NUM
fbem-28251	49	2	.	.	PUNCT
fbem-28251	50	1	deep	deep	ADJ
fbem-28251	50	2	learning	learning	NOUN
fbem-28251	50	3	model	model	NOUN
fbem-28251	50	4	to	to	PART
fbem-28251	50	5	improve	improve	VERB
fbem-28251	50	6	the	the	DET
fbem-28251	50	7	accuracy	accuracy	NOUN
fbem-28251	50	8	of	of	ADP
fbem-28251	50	9	the	the	DET
fbem-28251	50	10	graph	graph	NOUN
fbem-28251	50	11	neural	neural	ADJ
fbem-28251	50	12	network	network	NOUN
fbem-28251	50	13	algorithm	algorithm	NOUN
fbem-28251	50	14	adopt	adopt	VERB
fbem-28251	50	15	empirical	empirical	ADJ
fbem-28251	50	16	modal	modal	ADJ
fbem-28251	50	17	decomposition	decomposition	NOUN
fbem-28251	50	18	method	method	NOUN
fbem-28251	50	19	to	to	PART
fbem-28251	50	20	extract	extract	VERB
fbem-28251	50	21	the	the	DET
fbem-28251	50	22	historical	historical	ADJ
fbem-28251	50	23	price	price	NOUN
fbem-28251	50	24	signals	signal	NOUN
fbem-28251	50	25	of	of	ADP
fbem-28251	50	26	agricultural	agricultural	ADJ
fbem-28251	50	27	products	product	NOUN
fbem-28251	50	28	according	accord	VERB
fbem-28251	50	29	to	to	ADP
fbem-28251	50	30	the	the	DET
fbem-28251	50	31	time	time	NOUN
fbem-28251	50	32	rotation	rotation	NOUN
fbem-28251	50	33	to	to	PART
fbem-28251	50	34	extract	extract	VERB
fbem-28251	50	35	the	the	DET
fbem-28251	50	36	features	feature	NOUN
fbem-28251	50	37	of	of	ADP
fbem-28251	50	38	the	the	DET
fbem-28251	50	39	historical	historical	ADJ
fbem-28251	50	40	price	price	NOUN
fbem-28251	50	41	signal	signal	NOUN
fbem-28251	50	42	;	;	PUNCT
fbem-28251	50	43	decompose	decompose	VERB
fbem-28251	50	44	the	the	DET
fbem-28251	50	45	original	original	ADJ
fbem-28251	50	46	price	price	NOUN
fbem-28251	50	47	signal	signal	NOUN
fbem-28251	50	48	into	into	ADP
fbem-28251	50	49	multiple	multiple	ADJ
fbem-28251	50	50	intrinsic	intrinsic	ADJ
fbem-28251	50	51	modal	modal	ADJ
fbem-28251	50	52	functions	function	NOUN
fbem-28251	50	53	and	and	CCONJ
fbem-28251	50	54	residual	residual	ADJ
fbem-28251	50	55	items	item	NOUN
fbem-28251	50	56	,	,	PUNCT
fbem-28251	50	57	and	and	CCONJ
fbem-28251	50	58	construct	construct	VERB
fbem-28251	50	59	the	the	DET
fbem-28251	50	60	sample	sample	NOUN
fbem-28251	50	61	features	feature	NOUN
fbem-28251	50	62	according	accord	VERB
fbem-28251	50	63	to	to	ADP
fbem-28251	50	64	the	the	DET
fbem-28251	50	65	characteristic	characteristic	ADJ
fbem-28251	50	66	modal	modal	NOUN
fbem-28251	50	67	function	function	NOUN
fbem-28251	50	68	;	;	PUNCT
fbem-28251	50	69	construct	construct	VERB
fbem-28251	50	70	the	the	DET
fbem-28251	50	71	price	price	NOUN
fbem-28251	50	72	prediction	prediction	NOUN
fbem-28251	50	73	graph	graph	NOUN
fbem-28251	50	74	structure	structure	NOUN
fbem-28251	50	75	output	output	NOUN
fbem-28251	50	76	by	by	ADP
fbem-28251	50	77	the	the	DET
fbem-28251	50	78	graph	graph	NOUN
fbem-28251	50	79	structure	structure	NOUN
fbem-28251	50	80	and	and	CCONJ
fbem-28251	50	81	output	output	VERB
fbem-28251	50	82	the	the	DET
fbem-28251	50	83	prediction	prediction	NOUN
fbem-28251	50	84	results	result	VERB
fbem-28251	50	85	through	through	ADP
fbem-28251	50	86	the	the	DET
fbem-28251	50	87	transition	transition	NOUN
fbem-28251	50	88	function	function	NOUN
fbem-28251	50	89	and	and	CCONJ
fbem-28251	50	90	the	the	DET
fbem-28251	50	91	prediction	prediction	NOUN
fbem-28251	50	92	function	function	NOUN
fbem-28251	50	93	of	of	ADP
fbem-28251	50	94	the	the	DET
fbem-28251	50	95	graph	graph	NOUN
fbem-28251	50	96	neural	neural	ADJ
fbem-28251	50	97	network	network	NOUN
fbem-28251	50	98	.	.	PUNCT
fbem-28251	51	1	the	the	DET
fbem-28251	51	2	result	result	NOUN
fbem-28251	51	3	shows	show	VERB
fbem-28251	51	4	that	that	SCONJ
fbem-28251	51	5	the	the	DET
fbem-28251	51	6	empirical	empirical	ADJ
fbem-28251	51	7	mode	mode	NOUN
fbem-28251	51	8	decomposition	decomposition	NOUN
fbem-28251	51	9	can	can	AUX
fbem-28251	51	10	effectively	effectively	ADV
fbem-28251	51	11	decompose	decompose	VERB
fbem-28251	51	12	and	and	CCONJ
fbem-28251	51	13	extract	extract	VERB
fbem-28251	51	14	the	the	DET
fbem-28251	51	15	components	component	NOUN
fbem-28251	51	16	of	of	ADP
fbem-28251	51	17	the	the	DET
fbem-28251	51	18	intrinsic	intrinsic	ADJ
fbem-28251	51	19	mode	mode	NOUN
fbem-28251	51	20	function	function	NOUN
fbem-28251	51	21	of	of	ADP
fbem-28251	51	22	the	the	DET
fbem-28251	51	23	original	original	ADJ
fbem-28251	51	24	agricultural	agricultural	ADJ
fbem-28251	51	25	price	price	NOUN
fbem-28251	51	26	signal	signal	NOUN
fbem-28251	51	27	,	,	PUNCT
fbem-28251	51	28	thus	thus	ADV
fbem-28251	51	29	reducing	reduce	VERB
fbem-28251	51	30	the	the	DET
fbem-28251	51	31	average	average	ADJ
fbem-28251	51	32	absolute	absolute	ADJ
fbem-28251	51	33	error	error	NOUN
fbem-28251	51	34	of	of	ADP
fbem-28251	51	35	agricultural	agricultural	ADJ
fbem-28251	51	36	price	price	NOUN
fbem-28251	51	37	prediction	prediction	NOUN
fbem-28251	51	38	of	of	ADP
fbem-28251	51	39	the	the	DET
fbem-28251	51	40	empirical	empirical	ADJ
fbem-28251	51	41	mode	mode	NOUN
fbem-28251	51	42	decomposition	decomposition	NOUN
fbem-28251	51	43	-	-	PUNCT
fbem-28251	51	44	graph	graph	NOUN
fbem-28251	51	45	neural	neural	ADJ
fbem-28251	51	46	network	network	NOUN
fbem-28251	51	47	algorithm	algorithm	NOUN
fbem-28251	51	48	by	by	ADP
fbem-28251	51	49	71.4	71.4	NUM
fbem-28251	51	50	%	%	NOUN
fbem-28251	51	51	.	.	PUNCT
fbem-28251	52	1	zhang	zhang	PROPN
fbem-28251	52	2	dabin	dabin	PROPN
fbem-28251	52	3	et	et	PROPN
fbem-28251	52	4	al	al	PROPN
fbem-28251	52	5	.	.	PROPN
fbem-28251	52	6	(	(	PUNCT
fbem-28251	52	7	2023	2023	NUM
fbem-28251	52	8	)	)	PUNCT
fbem-28251	52	9	in	in	ADP
fbem-28251	52	10	order	order	NOUN
fbem-28251	52	11	to	to	PART
fbem-28251	52	12	capture	capture	VERB
fbem-28251	52	13	the	the	DET
fbem-28251	52	14	complex	complex	ADJ
fbem-28251	52	15	traits	trait	NOUN
fbem-28251	52	16	of	of	ADP
fbem-28251	52	17	futures	future	NOUN
fbem-28251	52	18	price	price	NOUN
fbem-28251	52	19	fluctuations	fluctuation	NOUN
fbem-28251	52	20	in	in	ADP
fbem-28251	52	21	the	the	DET
fbem-28251	52	22	agricultural	agricultural	ADJ
fbem-28251	52	23	market	market	NOUN
fbem-28251	52	24	and	and	CCONJ
fbem-28251	52	25	further	far	ADV
fbem-28251	52	26	improve	improve	VERB
fbem-28251	52	27	its	its	PRON
fbem-28251	52	28	prediction	prediction	NOUN
fbem-28251	52	29	accuracy	accuracy	NOUN
fbem-28251	52	30	,	,	PUNCT
fbem-28251	52	31	they	they	PRON
fbem-28251	52	32	built	build	VERB
fbem-28251	52	33	a	a	DET
fbem-28251	52	34	decomposition	decomposition	NOUN
fbem-28251	52	35	integration	integration	NOUN
fbem-28251	52	36	prediction	prediction	NOUN
fbem-28251	52	37	model	model	NOUN
fbem-28251	52	38	including	include	VERB
fbem-28251	52	39	variational	variational	ADJ
fbem-28251	52	40	mode	mode	NOUN
fbem-28251	52	41	decomposition	decomposition	NOUN
fbem-28251	52	42	(	(	PUNCT
fbem-28251	52	43	vmd	vmd	NOUN
fbem-28251	52	44	)	)	PUNCT
fbem-28251	52	45	and	and	CCONJ
fbem-28251	52	46	extreme	extreme	ADJ
fbem-28251	52	47	learning	learning	NOUN
fbem-28251	52	48	machine	machine	NOUN
fbem-28251	52	49	(	(	PUNCT
fbem-28251	52	50	elm	elm	PROPN
fbem-28251	52	51	)	)	PUNCT
fbem-28251	52	52	.	.	PUNCT
fbem-28251	53	1	taking	take	VERB
fbem-28251	53	2	the	the	DET
fbem-28251	53	3	futures	future	NOUN
fbem-28251	53	4	prices	price	NOUN
fbem-28251	53	5	of	of	ADP
fbem-28251	53	6	rice	rice	NOUN
fbem-28251	53	7	,	,	PUNCT
fbem-28251	53	8	wheat	wheat	NOUN
fbem-28251	53	9	and	and	CCONJ
fbem-28251	53	10	soybean	soybean	NOUN
fbem-28251	53	11	meal	meal	NOUN
fbem-28251	53	12	on	on	ADP
fbem-28251	53	13	cbot	cbot	PROPN
fbem-28251	53	14	exchange	exchange	PROPN
fbem-28251	53	15	as	as	ADP
fbem-28251	53	16	the	the	DET
fbem-28251	53	17	research	research	NOUN
fbem-28251	53	18	object	object	NOUN
fbem-28251	53	19	,	,	PUNCT
fbem-28251	53	20	the	the	DET
fbem-28251	53	21	results	result	NOUN
fbem-28251	53	22	illustrate	illustrate	VERB
fbem-28251	53	23	that	that	SCONJ
fbem-28251	53	24	the	the	DET
fbem-28251	53	25	decomposition	decomposition	NOUN
fbem-28251	53	26	integrated	integrate	VERB
fbem-28251	53	27	prediction	prediction	NOUN
fbem-28251	53	28	model	model	NOUN
fbem-28251	53	29	is	be	AUX
fbem-28251	53	30	much	much	ADV
fbem-28251	53	31	better	well	ADJ
fbem-28251	53	32	than	than	ADP
fbem-28251	53	33	the	the	DET
fbem-28251	53	34	single	single	ADJ
fbem-28251	53	35	prediction	prediction	NOUN
fbem-28251	53	36	model	model	NOUN
fbem-28251	53	37	and	and	CCONJ
fbem-28251	53	38	provides	provide	VERB
fbem-28251	53	39	a	a	DET
fbem-28251	53	40	new	new	ADJ
fbem-28251	53	41	way	way	NOUN
fbem-28251	53	42	to	to	PART
fbem-28251	53	43	predict	predict	VERB
fbem-28251	53	44	the	the	DET
fbem-28251	53	45	price	price	NOUN
fbem-28251	53	46	of	of	ADP
fbem-28251	53	47	agricultural	agricultural	ADJ
fbem-28251	53	48	futures	future	NOUN
fbem-28251	53	49	.	.	PUNCT
fbem-28251	54	1	soumik	soumik	ADJ
fbem-28251	54	2	ray	ray	PROPN
fbem-28251	54	3	et	et	PROPN
fbem-28251	54	4	al	al	PROPN
fbem-28251	54	5	.	.	PROPN
fbem-28251	54	6	(	(	PUNCT
fbem-28251	54	7	2023	2023	NUM
fbem-28251	54	8	)	)	PUNCT
fbem-28251	54	9	focused	focus	VERB
fbem-28251	54	10	on	on	ADP
fbem-28251	54	11	a	a	DET
fbem-28251	54	12	machine	machine	NOUN
fbem-28251	54	13	learning	learn	VERB
fbem-28251	54	14	algorithm	algorithm	NOUN
fbem-28251	54	15	with	with	ADP
fbem-28251	54	16	special	special	ADJ
fbem-28251	54	17	focus	focus	NOUN
fbem-28251	54	18	on	on	ADP
fbem-28251	54	19	deep	deep	ADJ
fbem-28251	54	20	learning	learning	NOUN
fbem-28251	54	21	models	model	NOUN
fbem-28251	54	22	.	.	PUNCT
fbem-28251	55	1	furthermore	furthermore	ADV
fbem-28251	55	2	,	,	PUNCT
fbem-28251	55	3	a	a	DET
fbem-28251	55	4	modified	modify	VERB
fbem-28251	55	5	arima	arima	NOUN
fbem-28251	55	6	-	-	PUNCT
fbem-28251	55	7	lstm	lstm	NOUN
fbem-28251	55	8	hybrid	hybrid	NOUN
fbem-28251	55	9	model	model	NOUN
fbem-28251	55	10	based	base	VERB
fbem-28251	55	11	on	on	ADP
fbem-28251	55	12	the	the	DET
fbem-28251	55	13	random	random	ADJ
fbem-28251	55	14	forest	forest	NOUN
fbem-28251	55	15	lag	lag	NOUN
fbem-28251	55	16	selection	selection	NOUN
fbem-28251	55	17	criterion	criterion	NOUN
fbem-28251	55	18	is	be	AUX
fbem-28251	55	19	proposed	propose	VERB
fbem-28251	55	20	.	.	PUNCT
fbem-28251	56	1	it	it	PRON
fbem-28251	56	2	has	have	AUX
fbem-28251	56	3	been	be	AUX
fbem-28251	56	4	successfully	successfully	ADV
fbem-28251	56	5	applied	apply	VERB
fbem-28251	56	6	to	to	ADP
fbem-28251	56	7	the	the	DET
fbem-28251	56	8	volatile	volatile	ADJ
fbem-28251	56	9	bean	bean	NOUN
fbem-28251	56	10	price	price	NOUN
fbem-28251	56	11	index	index	NOUN
fbem-28251	56	12	.	.	PUNCT
fbem-28251	57	1	g.	g.	PROPN
fbem-28251	57	2	avinash	avinash	PROPN
fbem-28251	57	3	et	et	PROPN
fbem-28251	57	4	al	al	PROPN
fbem-28251	57	5	.	.	PROPN
fbem-28251	58	1	(	(	PUNCT
fbem-28251	58	2	2024	2024	NUM
fbem-28251	58	3	)	)	PUNCT
fbem-28251	58	4	developed	develop	VERB
fbem-28251	58	5	a	a	DET
fbem-28251	58	6	hidden	hide	VERB
fbem-28251	58	7	markov	markov	NOUN
fbem-28251	58	8	(	(	PUNCT
fbem-28251	58	9	hm	hm	INTJ
fbem-28251	58	10	)	)	PUNCT
fbem-28251	58	11	-guided	-guided	ADJ
fbem-28251	58	12	deep	deep	ADJ
fbem-28251	58	13	learning	learning	NOUN
fbem-28251	58	14	(	(	PUNCT
fbem-28251	58	15	dl	dl	NOUN
fbem-28251	58	16	)	)	PUNCT
fbem-28251	58	17	model	model	NOUN
fbem-28251	58	18	for	for	ADP
fbem-28251	58	19	the	the	DET
fbem-28251	58	20	non	non	ADJ
fbem-28251	58	21	-	-	ADJ
fbem-28251	58	22	linear	linear	ADJ
fbem-28251	58	23	and	and	CCONJ
fbem-28251	58	24	non	non	ADJ
fbem-28251	58	25	-	-	ADJ
fbem-28251	58	26	stationary	stationary	ADJ
fbem-28251	58	27	price	price	NOUN
fbem-28251	58	28	data	datum	NOUN
fbem-28251	58	29	of	of	ADP
fbem-28251	58	30	agricultural	agricultural	ADJ
fbem-28251	58	31	products	product	NOUN
fbem-28251	58	32	.	.	PUNCT
fbem-28251	59	1	hmm	hmm	NOUN
fbem-28251	59	2	models	model	NOUN
fbem-28251	59	3	can	can	AUX
fbem-28251	59	4	effectively	effectively	ADV
fbem-28251	59	5	solve	solve	VERB
fbem-28251	59	6	sequence	sequence	NOUN
fbem-28251	59	7	dependencies	dependency	NOUN
fbem-28251	59	8	and	and	CCONJ
fbem-28251	59	9	hidden	hidden	ADJ
fbem-28251	59	10	states	state	NOUN
fbem-28251	59	11	,	,	PUNCT
fbem-28251	59	12	thus	thus	ADV
fbem-28251	59	13	overcoming	overcome	VERB
fbem-28251	59	14	the	the	DET
fbem-28251	59	15	lack	lack	NOUN
fbem-28251	59	16	of	of	ADP
fbem-28251	59	17	generalization	generalization	NOUN
fbem-28251	59	18	ability	ability	NOUN
fbem-28251	59	19	of	of	ADP
fbem-28251	59	20	hmm	hmm	NOUN
fbem-28251	59	21	models	model	NOUN
fbem-28251	59	22	.	.	PUNCT
fbem-28251	60	1	the	the	DET
fbem-28251	60	2	proposed	propose	VERB
fbem-28251	60	3	method	method	NOUN
fbem-28251	60	4	has	have	VERB
fbem-28251	60	5	important	important	ADJ
fbem-28251	60	6	prospects	prospect	NOUN
fbem-28251	60	7	for	for	ADP
fbem-28251	60	8	improving	improve	VERB
fbem-28251	60	9	the	the	DET
fbem-28251	60	10	accuracy	accuracy	NOUN
fbem-28251	60	11	of	of	ADP
fbem-28251	60	12	the	the	DET
fbem-28251	60	13	prediction	prediction	NOUN
fbem-28251	60	14	.	.	PUNCT
fbem-28251	61	1	3.4	3.4	NUM
fbem-28251	61	2	.	.	PUNCT
fbem-28251	61	3	other	other	ADJ
fbem-28251	61	4	models	model	NOUN
fbem-28251	61	5	xu	xu	PROPN
fbem-28251	61	6	qigang	qigang	PROPN
fbem-28251	61	7	(	(	PUNCT
fbem-28251	61	8	2014	2014	NUM
fbem-28251	61	9	)	)	PUNCT
fbem-28251	61	10	based	base	VERB
fbem-28251	61	11	on	on	ADP
fbem-28251	61	12	the	the	DET
fbem-28251	61	13	traditional	traditional	ADJ
fbem-28251	61	14	k	k	PROPN
fbem-28251	61	15	nearest	near	ADJ
fbem-28251	61	16	neighbor	neighbor	NOUN
fbem-28251	61	17	algorithm	algorithm	NOUN
fbem-28251	61	18	,	,	PUNCT
fbem-28251	61	19	according	accord	VERB
fbem-28251	61	20	to	to	ADP
fbem-28251	61	21	the	the	DET
fbem-28251	61	22	characteristics	characteristic	NOUN
fbem-28251	61	23	of	of	ADP
fbem-28251	61	24	agricultural	agricultural	ADJ
fbem-28251	61	25	price	price	NOUN
fbem-28251	61	26	fluctuation	fluctuation	NOUN
fbem-28251	61	27	in	in	ADP
fbem-28251	61	28	the	the	DET
fbem-28251	61	29	time	time	NOUN
fbem-28251	61	30	series	series	NOUN
fbem-28251	61	31	,	,	PUNCT
fbem-28251	61	32	by	by	ADP
fbem-28251	61	33	calculating	calculate	VERB
fbem-28251	61	34	141	141	NUM
fbem-28251	61	35	similarity	similarity	NOUN
fbem-28251	61	36	determine	determine	VERB
fbem-28251	61	37	the	the	DET
fbem-28251	61	38	nearest	near	ADJ
fbem-28251	61	39	neighbor	neighbor	NOUN
fbem-28251	61	40	,	,	PUNCT
fbem-28251	61	41	using	use	VERB
fbem-28251	61	42	the	the	DET
fbem-28251	61	43	polynomial	polynomial	ADJ
fbem-28251	61	44	function	function	NOUN
fbem-28251	61	45	and	and	CCONJ
fbem-28251	61	46	euclidean	euclidean	ADJ
fbem-28251	61	47	distance	distance	NOUN
fbem-28251	61	48	combination	combination	NOUN
fbem-28251	61	49	method	method	NOUN
fbem-28251	61	50	,	,	PUNCT
fbem-28251	61	51	and	and	CCONJ
fbem-28251	61	52	particle	particle	NOUN
fbem-28251	61	53	swarm	swarm	NOUN
fbem-28251	61	54	optimization	optimization	NOUN
fbem-28251	61	55	algorithm	algorithm	NOUN
fbem-28251	61	56	of	of	ADP
fbem-28251	61	57	polynomial	polynomial	ADJ
fbem-28251	61	58	function	function	NOUN
fbem-28251	61	59	coefficient	coefficient	NOUN
fbem-28251	61	60	,	,	PUNCT
fbem-28251	61	61	k	k	PROPN
fbem-28251	61	62	value	value	NOUN
fbem-28251	61	63	selection	selection	NOUN
fbem-28251	61	64	parameter	parameter	NOUN
fbem-28251	61	65	optimization	optimization	NOUN
fbem-28251	61	66	,	,	PUNCT
fbem-28251	61	67	get	get	VERB
fbem-28251	61	68	improved	improve	VERB
fbem-28251	61	69	prediction	prediction	NOUN
fbem-28251	61	70	model	model	NOUN
fbem-28251	61	71	.	.	PUNCT
fbem-28251	62	1	the	the	DET
fbem-28251	62	2	experiments	experiment	NOUN
fbem-28251	62	3	show	show	VERB
fbem-28251	62	4	that	that	SCONJ
fbem-28251	62	5	the	the	DET
fbem-28251	62	6	improved	improved	ADJ
fbem-28251	62	7	prediction	prediction	NOUN
fbem-28251	62	8	model	model	NOUN
fbem-28251	62	9	has	have	VERB
fbem-28251	62	10	small	small	ADJ
fbem-28251	62	11	prediction	prediction	NOUN
fbem-28251	62	12	error	error	NOUN
fbem-28251	62	13	and	and	CCONJ
fbem-28251	62	14	strong	strong	ADJ
fbem-28251	62	15	prediction	prediction	NOUN
fbem-28251	62	16	stability	stability	NOUN
fbem-28251	62	17	,	,	PUNCT
fbem-28251	62	18	and	and	CCONJ
fbem-28251	62	19	the	the	DET
fbem-28251	62	20	prediction	prediction	NOUN
fbem-28251	62	21	accuracy	accuracy	NOUN
fbem-28251	62	22	can	can	AUX
fbem-28251	62	23	achieve	achieve	VERB
fbem-28251	62	24	the	the	DET
fbem-28251	62	25	effect	effect	NOUN
fbem-28251	62	26	of	of	ADP
fbem-28251	62	27	neural	neural	ADJ
fbem-28251	62	28	network	network	NOUN
fbem-28251	62	29	model	model	NOUN
fbem-28251	62	30	.	.	PUNCT
fbem-28251	63	1	pei	pei	PROPN
fbem-28251	63	2	huiru	huiru	PROPN
fbem-28251	63	3	et	et	PROPN
fbem-28251	63	4	al	al	PROPN
fbem-28251	63	5	.	.	PROPN
fbem-28251	64	1	(	(	PUNCT
fbem-28251	64	2	2012	2012	NUM
fbem-28251	64	3	)	)	PUNCT
fbem-28251	64	4	showed	show	VERB
fbem-28251	64	5	the	the	DET
fbem-28251	64	6	results	result	NOUN
fbem-28251	64	7	of	of	ADP
fbem-28251	64	8	the	the	DET
fbem-28251	64	9	relationship	relationship	NOUN
fbem-28251	64	10	between	between	ADP
fbem-28251	64	11	agricultural	agricultural	ADJ
fbem-28251	64	12	futures	future	NOUN
fbem-28251	64	13	prices	price	NOUN
fbem-28251	64	14	and	and	CCONJ
fbem-28251	64	15	cpi	cpi	NOUN
fbem-28251	64	16	based	base	VERB
fbem-28251	64	17	on	on	ADP
fbem-28251	64	18	vector	vector	NOUN
fbem-28251	64	19	autoregressive	autoregressive	ADJ
fbem-28251	64	20	model	model	NOUN
fbem-28251	64	21	,	,	PUNCT
fbem-28251	64	22	information	information	NOUN
fbem-28251	64	23	sharing	sharing	NOUN
fbem-28251	64	24	model	model	NOUN
fbem-28251	64	25	and	and	CCONJ
fbem-28251	64	26	state	state	NOUN
fbem-28251	64	27	space	space	NOUN
fbem-28251	64	28	model	model	NOUN
fbem-28251	64	29	that	that	SCONJ
fbem-28251	64	30	agricultural	agricultural	ADJ
fbem-28251	64	31	futures	future	NOUN
fbem-28251	64	32	prices	price	NOUN
fbem-28251	64	33	can	can	AUX
fbem-28251	64	34	predict	predict	VERB
fbem-28251	64	35	the	the	DET
fbem-28251	64	36	basic	basic	ADJ
fbem-28251	64	37	trend	trend	NOUN
fbem-28251	64	38	of	of	ADP
fbem-28251	64	39	cpi	cpi	NOUN
fbem-28251	64	40	5	5	NUM
fbem-28251	64	41	months	month	NOUN
fbem-28251	64	42	in	in	ADP
fbem-28251	64	43	advance	advance	NOUN
fbem-28251	64	44	.	.	PUNCT
fbem-28251	65	1	in	in	ADP
fbem-28251	65	2	the	the	DET
fbem-28251	65	3	time	time	NOUN
fbem-28251	65	4	series	series	PROPN
fbem-28251	65	5	prediction	prediction	NOUN
fbem-28251	65	6	problem	problem	NOUN
fbem-28251	65	7	,	,	PUNCT
fbem-28251	65	8	it	it	PRON
fbem-28251	65	9	is	be	AUX
fbem-28251	65	10	equally	equally	ADV
fbem-28251	65	11	important	important	ADJ
fbem-28251	65	12	to	to	PART
fbem-28251	65	13	extract	extract	VERB
fbem-28251	65	14	suitable	suitable	ADJ
fbem-28251	65	15	features	feature	NOUN
fbem-28251	65	16	and	and	CCONJ
fbem-28251	65	17	inputs	input	NOUN
fbem-28251	65	18	with	with	ADP
fbem-28251	65	19	features	feature	NOUN
fbem-28251	65	20	that	that	PRON
fbem-28251	65	21	affect	affect	VERB
fbem-28251	65	22	the	the	DET
fbem-28251	65	23	output	output	NOUN
fbem-28251	65	24	.	.	PUNCT
fbem-28251	66	1	wavelet	wavelet	NOUN
fbem-28251	66	2	transform	transform	NOUN
fbem-28251	66	3	is	be	AUX
fbem-28251	66	4	considered	consider	VERB
fbem-28251	66	5	an	an	DET
fbem-28251	66	6	efficient	efficient	ADJ
fbem-28251	66	7	way	way	NOUN
fbem-28251	66	8	to	to	PART
fbem-28251	66	9	decompose	decompose	VERB
fbem-28251	66	10	nonstationary	nonstationary	ADJ
fbem-28251	66	11	signals	signal	NOUN
fbem-28251	66	12	into	into	ADP
fbem-28251	66	13	uncorrelated	uncorrelated	ADJ
fbem-28251	66	14	components	component	NOUN
fbem-28251	66	15	.	.	PUNCT
fbem-28251	67	1	sumesh	sumesh	INTJ
fbem-28251	67	2	eratt	eratt	NOUN
fbem-28251	67	3	parameswaran	parameswaran	NOUN
fbem-28251	67	4	et	et	PROPN
fbem-28251	67	5	al	al	PROPN
fbem-28251	67	6	.	.	PROPN
fbem-28251	68	1	(	(	PUNCT
fbem-28251	68	2	2024	2024	NUM
fbem-28251	68	3	)	)	PUNCT
fbem-28251	68	4	cryptocurrency	cryptocurrency	NOUN
fbem-28251	68	5	historical	historical	ADJ
fbem-28251	68	6	data	datum	NOUN
fbem-28251	68	7	provided	provide	VERB
fbem-28251	68	8	through	through	ADP
fbem-28251	68	9	yfinance	yfinance	NOUN
fbem-28251	68	10	api	api	NOUN
fbem-28251	68	11	and	and	CCONJ
fbem-28251	68	12	python	python	NOUN
fbem-28251	68	13	codes	code	NOUN
fbem-28251	68	14	was	be	AUX
fbem-28251	68	15	used	use	VERB
fbem-28251	68	16	as	as	ADP
fbem-28251	68	17	the	the	DET
fbem-28251	68	18	main	main	ADJ
fbem-28251	68	19	data	datum	NOUN
fbem-28251	68	20	for	for	ADP
fbem-28251	68	21	this	this	DET
fbem-28251	68	22	work	work	NOUN
fbem-28251	68	23	.	.	PUNCT
fbem-28251	69	1	the	the	DET
fbem-28251	69	2	results	result	NOUN
fbem-28251	69	3	illustrate	illustrate	VERB
fbem-28251	69	4	the	the	DET
fbem-28251	69	5	model	model	NOUN
fbem-28251	69	6	can	can	AUX
fbem-28251	69	7	better	well	ADV
fbem-28251	69	8	predict	predict	VERB
fbem-28251	69	9	the	the	DET
fbem-28251	69	10	trend	trend	NOUN
fbem-28251	69	11	of	of	ADP
fbem-28251	69	12	cryptocurrency	cryptocurrency	NOUN
fbem-28251	69	13	prices	price	NOUN
fbem-28251	69	14	.	.	PUNCT
fbem-28251	70	1	trend	trend	NOUN
fbem-28251	70	2	analysis	analysis	NOUN
fbem-28251	70	3	shows	show	VERB
fbem-28251	70	4	whether	whether	SCONJ
fbem-28251	70	5	prices	price	NOUN
fbem-28251	70	6	will	will	AUX
fbem-28251	70	7	rise	rise	VERB
fbem-28251	70	8	or	or	CCONJ
fbem-28251	70	9	fall	fall	VERB
fbem-28251	70	10	in	in	ADP
fbem-28251	70	11	the	the	DET
fbem-28251	70	12	coming	come	VERB
fbem-28251	70	13	days	day	NOUN
fbem-28251	70	14	.	.	PUNCT
fbem-28251	71	1	in	in	ADP
fbem-28251	71	2	the	the	DET
fbem-28251	71	3	future	future	NOUN
fbem-28251	71	4	,	,	PUNCT
fbem-28251	71	5	this	this	DET
fbem-28251	71	6	work	work	NOUN
fbem-28251	71	7	may	may	AUX
fbem-28251	71	8	extend	extend	VERB
fbem-28251	71	9	to	to	PART
fbem-28251	71	10	predict	predict	VERB
fbem-28251	71	11	agricultural	agricultural	ADJ
fbem-28251	71	12	product	product	NOUN
fbem-28251	71	13	prices	price	NOUN
fbem-28251	71	14	,	,	PUNCT
fbem-28251	71	15	changes	change	NOUN
fbem-28251	71	16	in	in	ADP
fbem-28251	71	17	climate	climate	NOUN
fbem-28251	71	18	conditions	condition	NOUN
fbem-28251	71	19	,	,	PUNCT
fbem-28251	71	20	and	and	CCONJ
fbem-28251	71	21	the	the	DET
fbem-28251	71	22	availability	availability	NOUN
fbem-28251	71	23	of	of	ADP
fbem-28251	71	24	certain	certain	ADJ
fbem-28251	71	25	agricultural	agricultural	ADJ
fbem-28251	71	26	products	product	NOUN
fbem-28251	71	27	(	(	PUNCT
fbem-28251	71	28	such	such	ADJ
fbem-28251	71	29	as	as	ADP
fbem-28251	71	30	onions	onion	NOUN
fbem-28251	71	31	)	)	PUNCT
fbem-28251	71	32	on	on	ADP
fbem-28251	71	33	the	the	DET
fbem-28251	71	34	market	market	NOUN
fbem-28251	71	35	.	.	PUNCT
fbem-28251	72	1	zhang	zhang	PROPN
fbem-28251	72	2	chao	chao	PROPN
fbem-28251	72	3	and	and	CCONJ
fbem-28251	72	4	hou	hou	PROPN
fbem-28251	72	5	kai	kai	PROPN
fbem-28251	72	6	(	(	PUNCT
fbem-28251	72	7	2019	2019	NUM
fbem-28251	72	8	)	)	PUNCT
fbem-28251	72	9	use	use	VERB
fbem-28251	72	10	b	b	NOUN
fbem-28251	72	11	-	-	PUNCT
fbem-28251	72	12	n	n	PRON
fbem-28251	72	13	technology	technology	NOUN
fbem-28251	72	14	to	to	PART
fbem-28251	72	15	decompose	decompose	VERB
fbem-28251	72	16	the	the	DET
fbem-28251	72	17	persistent	persistent	ADJ
fbem-28251	72	18	components	component	NOUN
fbem-28251	72	19	and	and	CCONJ
fbem-28251	72	20	temporary	temporary	ADJ
fbem-28251	72	21	components	component	NOUN
fbem-28251	72	22	in	in	ADP
fbem-28251	72	23	the	the	DET
fbem-28251	72	24	price	price	NOUN
fbem-28251	72	25	fluctuation	fluctuation	NOUN
fbem-28251	72	26	of	of	ADP
fbem-28251	72	27	major	major	ADJ
fbem-28251	72	28	agricultural	agricultural	ADJ
fbem-28251	72	29	products	product	NOUN
fbem-28251	72	30	in	in	ADP
fbem-28251	72	31	china	china	PROPN
fbem-28251	72	32	,	,	PUNCT
fbem-28251	72	33	and	and	CCONJ
fbem-28251	72	34	investigate	investigate	VERB
fbem-28251	72	35	the	the	DET
fbem-28251	72	36	inertia	inertia	NOUN
fbem-28251	72	37	of	of	ADP
fbem-28251	72	38	random	random	ADJ
fbem-28251	72	39	impact	impact	NOUN
fbem-28251	72	40	of	of	ADP
fbem-28251	72	41	agricultural	agricultural	ADJ
fbem-28251	72	42	products	product	NOUN
fbem-28251	72	43	prices	price	NOUN
fbem-28251	72	44	.	.	PUNCT
fbem-28251	73	1	4	4	X
fbem-28251	73	2	.	.	X
fbem-28251	73	3	summary	summary	NOUN
fbem-28251	73	4	and	and	CCONJ
fbem-28251	73	5	outlook	outlook	NOUN
fbem-28251	73	6	in	in	ADP
fbem-28251	73	7	general	general	ADJ
fbem-28251	73	8	,	,	PUNCT
fbem-28251	73	9	the	the	DET
fbem-28251	73	10	financial	financial	ADJ
fbem-28251	73	11	timing	timing	NOUN
fbem-28251	73	12	model	model	NOUN
fbem-28251	73	13	has	have	VERB
fbem-28251	73	14	great	great	ADJ
fbem-28251	73	15	potential	potential	NOUN
fbem-28251	73	16	in	in	ADP
fbem-28251	73	17	analyzing	analyze	VERB
fbem-28251	73	18	the	the	DET
fbem-28251	73	19	financial	financial	ADJ
fbem-28251	73	20	factors	factor	NOUN
fbem-28251	73	21	of	of	ADP
fbem-28251	73	22	agricultural	agricultural	ADJ
fbem-28251	73	23	products	product	NOUN
fbem-28251	73	24	,	,	PUNCT
fbem-28251	73	25	and	and	CCONJ
fbem-28251	73	26	is	be	AUX
fbem-28251	73	27	widely	widely	ADV
fbem-28251	73	28	used	use	VERB
fbem-28251	73	29	in	in	ADP
fbem-28251	73	30	forecasting	forecast	VERB
fbem-28251	73	31	agricultural	agricultural	ADJ
fbem-28251	73	32	products	product	NOUN
fbem-28251	73	33	prices	price	NOUN
fbem-28251	73	34	,	,	PUNCT
fbem-28251	73	35	so	so	SCONJ
fbem-28251	73	36	as	as	SCONJ
fbem-28251	73	37	to	to	PART
fbem-28251	73	38	achieve	achieve	VERB
fbem-28251	73	39	the	the	DET
fbem-28251	73	40	purpose	purpose	NOUN
fbem-28251	73	41	of	of	ADP
fbem-28251	73	42	reducing	reduce	VERB
fbem-28251	73	43	costs	cost	NOUN
fbem-28251	73	44	and	and	CCONJ
fbem-28251	73	45	increasing	increase	VERB
fbem-28251	73	46	benefits	benefit	NOUN
fbem-28251	73	47	.	.	PUNCT
fbem-28251	74	1	we	we	PRON
fbem-28251	74	2	can	can	AUX
fbem-28251	74	3	also	also	ADV
fbem-28251	74	4	see	see	VERB
fbem-28251	74	5	that	that	SCONJ
fbem-28251	74	6	under	under	ADP
fbem-28251	74	7	the	the	DET
fbem-28251	74	8	application	application	NOUN
fbem-28251	74	9	of	of	ADP
fbem-28251	74	10	deep	deep	ADJ
fbem-28251	74	11	learning	learning	NOUN
fbem-28251	74	12	and	and	CCONJ
fbem-28251	74	13	machine	machine	NOUN
fbem-28251	74	14	models	model	NOUN
fbem-28251	74	15	,	,	PUNCT
fbem-28251	74	16	the	the	DET
fbem-28251	74	17	price	price	NOUN
fbem-28251	74	18	prediction	prediction	NOUN
fbem-28251	74	19	is	be	AUX
fbem-28251	74	20	more	more	ADV
fbem-28251	74	21	accurate	accurate	ADJ
fbem-28251	74	22	and	and	CCONJ
fbem-28251	74	23	the	the	DET
fbem-28251	74	24	error	error	NOUN
fbem-28251	74	25	is	be	AUX
fbem-28251	74	26	smaller	small	ADJ
fbem-28251	74	27	,	,	PUNCT
fbem-28251	74	28	so	so	CCONJ
fbem-28251	74	29	such	such	ADJ
fbem-28251	74	30	models	model	NOUN
fbem-28251	74	31	have	have	VERB
fbem-28251	74	32	extremely	extremely	ADV
fbem-28251	74	33	high	high	ADJ
fbem-28251	74	34	prospects	prospect	NOUN
fbem-28251	74	35	and	and	CCONJ
fbem-28251	74	36	sufficient	sufficient	ADJ
fbem-28251	74	37	space	space	NOUN
fbem-28251	74	38	for	for	ADP
fbem-28251	74	39	development	development	NOUN
fbem-28251	74	40	.	.	PUNCT
fbem-28251	75	1	the	the	DET
fbem-28251	75	2	combination	combination	NOUN
fbem-28251	75	3	of	of	ADP
fbem-28251	75	4	machine	machine	NOUN
fbem-28251	75	5	learning	learning	NOUN
fbem-28251	75	6	models	model	NOUN
fbem-28251	75	7	or	or	CCONJ
fbem-28251	75	8	deep	deep	ADJ
fbem-28251	75	9	learning	learning	NOUN
fbem-28251	75	10	models	model	NOUN
fbem-28251	75	11	with	with	ADP
fbem-28251	75	12	other	other	ADJ
fbem-28251	75	13	financial	financial	ADJ
fbem-28251	75	14	temporal	temporal	ADJ
fbem-28251	75	15	models	model	NOUN
fbem-28251	75	16	can	can	AUX
fbem-28251	75	17	significantly	significantly	ADV
fbem-28251	75	18	improve	improve	VERB
fbem-28251	75	19	the	the	DET
fbem-28251	75	20	prediction	prediction	NOUN
fbem-28251	75	21	accuracy	accuracy	NOUN
fbem-28251	75	22	,	,	PUNCT
fbem-28251	75	23	so	so	CCONJ
fbem-28251	75	24	this	this	PRON
fbem-28251	75	25	should	should	AUX
fbem-28251	75	26	be	be	AUX
fbem-28251	75	27	the	the	DET
fbem-28251	75	28	main	main	ADJ
fbem-28251	75	29	development	development	NOUN
fbem-28251	75	30	direction	direction	NOUN
fbem-28251	75	31	of	of	ADP
fbem-28251	75	32	scholars	scholar	NOUN
fbem-28251	75	33	in	in	ADP
fbem-28251	75	34	this	this	DET
fbem-28251	75	35	field	field	NOUN
fbem-28251	75	36	in	in	ADP
fbem-28251	75	37	the	the	DET
fbem-28251	75	38	future	future	NOUN
fbem-28251	75	39	.	.	PUNCT
fbem-28251	76	1	in	in	ADP
fbem-28251	76	2	addition	addition	NOUN
fbem-28251	76	3	,	,	PUNCT
fbem-28251	76	4	some	some	DET
fbem-28251	76	5	scholars	scholar	NOUN
fbem-28251	76	6	obtain	obtain	VERB
fbem-28251	76	7	the	the	DET
fbem-28251	76	8	fluctuation	fluctuation	NOUN
fbem-28251	76	9	characteristics	characteristic	NOUN
fbem-28251	76	10	of	of	ADP
fbem-28251	76	11	specific	specific	ADJ
fbem-28251	76	12	agricultural	agricultural	ADJ
fbem-28251	76	13	products	product	NOUN
fbem-28251	76	14	through	through	ADP
fbem-28251	76	15	model	model	NOUN
fbem-28251	76	16	processing	processing	NOUN
fbem-28251	76	17	data	datum	NOUN
fbem-28251	76	18	,	,	PUNCT
fbem-28251	76	19	but	but	CCONJ
fbem-28251	76	20	the	the	DET
fbem-28251	76	21	conclusions	conclusion	NOUN
fbem-28251	76	22	formed	form	VERB
fbem-28251	76	23	only	only	ADV
fbem-28251	76	24	stay	stay	VERB
fbem-28251	76	25	at	at	ADP
fbem-28251	76	26	the	the	DET
fbem-28251	76	27	level	level	NOUN
fbem-28251	76	28	of	of	ADP
fbem-28251	76	29	interpretation	interpretation	NOUN
fbem-28251	76	30	and	and	CCONJ
fbem-28251	76	31	description	description	NOUN
fbem-28251	76	32	,	,	PUNCT
fbem-28251	76	33	lacking	lack	VERB
fbem-28251	76	34	the	the	DET
fbem-28251	76	35	research	research	NOUN
fbem-28251	76	36	of	of	ADP
fbem-28251	76	37	subsequent	subsequent	ADJ
fbem-28251	76	38	application	application	NOUN
fbem-28251	76	39	and	and	CCONJ
fbem-28251	76	40	promotion	promotion	NOUN
fbem-28251	76	41	level	level	NOUN
fbem-28251	76	42	.	.	PUNCT
fbem-28251	77	1	interpretation	interpretation	NOUN
fbem-28251	77	2	and	and	CCONJ
fbem-28251	77	3	description	description	NOUN
fbem-28251	77	4	are	be	AUX
fbem-28251	77	5	only	only	ADV
fbem-28251	77	6	the	the	DET
fbem-28251	77	7	means	mean	NOUN
fbem-28251	77	8	and	and	CCONJ
fbem-28251	77	9	methods	method	NOUN
fbem-28251	77	10	of	of	ADP
fbem-28251	77	11	research	research	NOUN
fbem-28251	77	12	rather	rather	ADV
fbem-28251	77	13	than	than	ADP
fbem-28251	77	14	the	the	DET
fbem-28251	77	15	purpose	purpose	NOUN
fbem-28251	77	16	,	,	PUNCT
fbem-28251	77	17	and	and	CCONJ
fbem-28251	77	18	the	the	DET
fbem-28251	77	19	ultimate	ultimate	ADJ
fbem-28251	77	20	purpose	purpose	NOUN
fbem-28251	77	21	is	be	AUX
fbem-28251	77	22	to	to	PART
fbem-28251	77	23	intervene	intervene	VERB
fbem-28251	77	24	and	and	CCONJ
fbem-28251	77	25	improve	improve	VERB
fbem-28251	77	26	.	.	PUNCT
fbem-28251	78	1	with	with	ADP
fbem-28251	78	2	the	the	DET
fbem-28251	78	3	deepening	deepening	NOUN
fbem-28251	78	4	of	of	ADP
fbem-28251	78	5	research	research	NOUN
fbem-28251	78	6	,	,	PUNCT
fbem-28251	78	7	it	it	PRON
fbem-28251	78	8	is	be	AUX
fbem-28251	78	9	believed	believe	VERB
fbem-28251	78	10	that	that	SCONJ
fbem-28251	78	11	in	in	ADP
fbem-28251	78	12	the	the	DET
fbem-28251	78	13	future	future	NOUN
fbem-28251	78	14	,	,	PUNCT
fbem-28251	78	15	more	more	ADJ
fbem-28251	78	16	and	and	CCONJ
fbem-28251	78	17	more	more	ADJ
fbem-28251	78	18	attention	attention	NOUN
fbem-28251	78	19	will	will	AUX
fbem-28251	78	20	be	be	AUX
fbem-28251	78	21	paid	pay	VERB
fbem-28251	78	22	to	to	ADP
fbem-28251	78	23	the	the	DET
fbem-28251	78	24	practical	practical	ADJ
fbem-28251	78	25	research	research	NOUN
fbem-28251	78	26	of	of	ADP
fbem-28251	78	27	financial	financial	ADJ
fbem-28251	78	28	model	model	NOUN
fbem-28251	78	29	in	in	ADP
fbem-28251	78	30	agricultural	agricultural	ADJ
fbem-28251	78	31	product	product	NOUN
fbem-28251	78	32	price	price	NOUN
fbem-28251	78	33	forecast	forecast	NOUN
fbem-28251	78	34	,	,	PUNCT
fbem-28251	78	35	so	so	SCONJ
fbem-28251	78	36	as	as	SCONJ
fbem-28251	78	37	to	to	PART
fbem-28251	78	38	bring	bring	VERB
fbem-28251	78	39	greater	great	ADJ
fbem-28251	78	40	optimization	optimization	NOUN
fbem-28251	78	41	and	and	CCONJ
fbem-28251	78	42	change	change	NOUN
fbem-28251	78	43	to	to	ADP
fbem-28251	78	44	the	the	DET
fbem-28251	78	45	price	price	NOUN
fbem-28251	78	46	forecast	forecast	NOUN
fbem-28251	78	47	of	of	ADP
fbem-28251	78	48	agricultural	agricultural	ADJ
fbem-28251	78	49	products	product	NOUN
fbem-28251	78	50	and	and	CCONJ
fbem-28251	78	51	other	other	ADJ
fbem-28251	78	52	products	product	NOUN
fbem-28251	78	53	.	.	PUNCT
fbem-28251	79	1	references	reference	NOUN
fbem-28251	79	2	[	[	X
fbem-28251	79	3	1	1	X
fbem-28251	79	4	]	]	X
fbem-28251	79	5	cao	cao	PROPN
fbem-28251	79	6	shuang	shuang	PROPN
fbem-28251	79	7	,	,	PUNCT
fbem-28251	79	8	he	he	PRON
fbem-28251	79	9	yucheng	yucheng	NOUN
fbem-28251	79	10	.	.	PUNCT
fbem-28251	80	1	the	the	DET
fbem-28251	80	2	svm	svm	ADJ
fbem-28251	80	3	-	-	ADJ
fbem-28251	80	4	arima	arima	ADJ
fbem-28251	80	5	price	price	NOUN
fbem-28251	80	6	prediction	prediction	NOUN
fbem-28251	80	7	model	model	NOUN
fbem-28251	80	8	for	for	ADP
fbem-28251	80	9	agricultural	agricultural	ADJ
fbem-28251	80	10	products	product	NOUN
fbem-28251	80	11	based	base	VERB
fbem-28251	80	12	on	on	ADP
fbem-28251	80	13	wavelet	wavelet	NOUN
fbem-28251	80	14	decomposition	decomposition	NOUN
fbem-28251	80	15	[	[	X
fbem-28251	80	16	j	j	X
fbem-28251	80	17	]	]	X
fbem-28251	80	18	.	.	PUNCT
fbem-28251	81	1	statistics	statistic	NOUN
fbem-28251	81	2	and	and	CCONJ
fbem-28251	81	3	decision	decision	NOUN
fbem-28251	81	4	-	-	PUNCT
fbem-28251	81	5	making	making	NOUN
fbem-28251	81	6	,	,	PUNCT
fbem-28251	81	7	2015	2015	NUM
fbem-28251	81	8	,	,	PUNCT
fbem-28251	81	9	31	31	NUM
fbem-28251	81	10	(	(	PUNCT
fbem-28251	81	11	13	13	NUM
fbem-28251	81	12	):	):	PUNCT
fbem-28251	81	13	92	92	NUM
fbem-28251	81	14	-	-	SYM
fbem-28251	81	15	95	95	NUM
fbem-28251	81	16	[	[	X
fbem-28251	81	17	2	2	NUM
fbem-28251	81	18	]	]	PUNCT
fbem-28251	81	19	cui	cui	PROPN
fbem-28251	81	20	chang	chang	PROPN
fbem-28251	81	21	,	,	PUNCT
fbem-28251	81	22	li	li	PROPN
fbem-28251	81	23	guowei	guowei	PROPN
fbem-28251	81	24	.	.	PUNCT
fbem-28251	82	1	analysis	analysis	NOUN
fbem-28251	82	2	of	of	ADP
fbem-28251	82	3	the	the	DET
fbem-28251	82	4	structural	structural	ADJ
fbem-28251	82	5	change	change	NOUN
fbem-28251	82	6	characteristics	characteristic	NOUN
fbem-28251	82	7	and	and	CCONJ
fbem-28251	82	8	influencing	influence	VERB
fbem-28251	82	9	factors	factor	NOUN
fbem-28251	82	10	of	of	ADP
fbem-28251	82	11	agricultural	agricultural	ADJ
fbem-28251	82	12	product	product	NOUN
fbem-28251	82	13	prices	price	NOUN
fbem-28251	82	14	in	in	ADP
fbem-28251	82	15	china	china	PROPN
fbem-28251	83	1	[	[	X
fbem-28251	83	2	j	j	X
fbem-28251	83	3	]	]	X
fbem-28251	83	4	.	.	PUNCT
fbem-28251	84	1	mathematical	mathematical	ADJ
fbem-28251	84	2	statistics	statistic	NOUN
fbem-28251	84	3	and	and	CCONJ
fbem-28251	84	4	management	management	NOUN
fbem-28251	84	5	,	,	PUNCT
fbem-28251	84	6	2019	2019	NUM
fbem-28251	84	7	,	,	PUNCT
fbem-28251	84	8	38	38	NUM
fbem-28251	84	9	(	(	PUNCT
fbem-28251	84	10	1	1	NUM
fbem-28251	84	11	):	):	PUNCT
fbem-28251	84	12	1	1	NUM
fbem-28251	84	13	-	-	SYM
fbem-28251	84	14	15	15	NUM
fbem-28251	84	15	[	[	X
fbem-28251	84	16	3	3	NUM
fbem-28251	84	17	]	]	PUNCT
fbem-28251	84	18	ding	ding	PROPN
fbem-28251	84	19	huijuan	huijuan	PROPN
fbem-28251	84	20	,	,	PUNCT
fbem-28251	84	21	zhang	zhang	PROPN
fbem-28251	84	22	jinlei	jinlei	PROPN
fbem-28251	84	23	,	,	PUNCT
fbem-28251	84	24	chen	chen	PROPN
fbem-28251	84	25	jianzhong	jianzhong	PROPN
fbem-28251	84	26	,	,	PUNCT
fbem-28251	84	27	li	li	PROPN
fbem-28251	84	28	juntao	juntao	PROPN
fbem-28251	84	29	,	,	PUNCT
fbem-28251	84	30	cui	cui	PROPN
fbem-28251	84	31	peng	peng	PROPN
fbem-28251	84	32	.	.	PUNCT
fbem-28251	85	1	comparison	comparison	NOUN
fbem-28251	85	2	of	of	ADP
fbem-28251	85	3	arima	arima	PROPN
fbem-28251	85	4	model	model	NOUN
fbem-28251	85	5	and	and	CCONJ
fbem-28251	85	6	grey	grey	ADJ
fbem-28251	85	7	model	model	NOUN
fbem-28251	85	8	in	in	ADP
fbem-28251	85	9	agricultural	agricultural	ADJ
fbem-28251	85	10	product	product	NOUN
fbem-28251	85	11	price	price	NOUN
fbem-28251	85	12	prediction	prediction	NOUN
fbem-28251	86	1	[	[	X
fbem-28251	86	2	j	j	X
fbem-28251	86	3	]	]	X
fbem-28251	86	4	.	.	PUNCT
fbem-28251	87	1	anhui	anhui	PROPN
fbem-28251	87	2	agricultural	agricultural	PROPN
fbem-28251	87	3	science	science	PROPN
fbem-28251	87	4	,	,	PUNCT
fbem-28251	87	5	2018	2018	NUM
fbem-28251	87	6	,	,	PUNCT
fbem-28251	87	7	46	46	NUM
fbem-28251	87	8	(	(	PUNCT
fbem-28251	87	9	24	24	NUM
fbem-28251	87	10	):	):	PUNCT
fbem-28251	87	11	191	191	NUM
fbem-28251	87	12	-	-	SYM
fbem-28251	87	13	194	194	NUM
fbem-28251	88	1	[	[	X
fbem-28251	88	2	4	4	X
fbem-28251	88	3	]	]	PUNCT
fbem-28251	88	4	ding	ding	NOUN
fbem-28251	88	5	zhiguo	zhiguo	PROPN
fbem-28251	88	6	,	,	PUNCT
fbem-28251	88	7	li	li	PROPN
fbem-28251	88	8	boyi	boyi	PROPN
fbem-28251	88	9	.	.	PUNCT
fbem-28251	89	1	research	research	NOUN
fbem-28251	89	2	on	on	ADP
fbem-28251	89	3	the	the	DET
fbem-28251	89	4	impact	impact	NOUN
fbem-28251	89	5	of	of	ADP
fbem-28251	89	6	agricultural	agricultural	ADJ
fbem-28251	89	7	product	product	NOUN
fbem-28251	89	8	price	price	NOUN
fbem-28251	89	9	fluctuations	fluctuation	NOUN
fbem-28251	89	10	on	on	ADP
fbem-28251	89	11	policy	policy	NOUN
fbem-28251	89	12	-	-	PUNCT
fbem-28251	89	13	based	base	VERB
fbem-28251	89	14	agricultural	agricultural	ADJ
fbem-28251	89	15	insurance	insurance	NOUN
fbem-28251	89	16	—	—	PUNCT
fbem-28251	89	17	—	—	PUNCT
fbem-28251	89	18	based	base	VERB
fbem-28251	89	19	on	on	ADP
fbem-28251	89	20	the	the	DET
fbem-28251	89	21	subject	subject	ADJ
fbem-28251	89	22	game	game	NOUN
fbem-28251	89	23	model	model	NOUN
fbem-28251	90	1	[	[	X
fbem-28251	90	2	j	j	X
fbem-28251	90	3	]	]	X
fbem-28251	90	4	.	.	PUNCT
fbem-28251	91	1	rural	rural	ADJ
fbem-28251	91	2	economy	economy	NOUN
fbem-28251	91	3	in	in	ADP
fbem-28251	91	4	china	china	PROPN
fbem-28251	91	5	,	,	PUNCT
fbem-28251	91	6	2020	2020	NUM
fbem-28251	91	7	(	(	PUNCT
fbem-28251	91	8	6	6	NUM
fbem-28251	91	9	):	):	PUNCT
fbem-28251	91	10	115	115	NUM
fbem-28251	91	11	-	-	SYM
fbem-28251	91	12	125	125	NUM
fbem-28251	91	13	[	[	SYM
fbem-28251	91	14	5	5	NUM
fbem-28251	91	15	]	]	PUNCT
fbem-28251	91	16	ernesto	ernesto	PROPN
fbem-28251	91	17	león	león	PROPN
fbem-28251	91	18	-	-	PUNCT
fbem-28251	91	19	castro	castro	PROPN
fbem-28251	91	20	,	,	PUNCT
fbem-28251	91	21	luis	luis	PROPN
fbem-28251	91	22	f.	f.	PROPN
fbem-28251	91	23	espinoza	espinoza	PROPN
fbem-28251	91	24	-	-	PUNCT
fbem-28251	91	25	audelo	audelo	PROPN
fbem-28251	91	26	,	,	PUNCT
fbem-28251	91	27	jose	jose	PROPN
fbem-28251	91	28	m.	m.	NOUN
fbem-28251	91	29	merigó	merigó	PROPN
fbem-28251	91	30	,	,	PUNCT
fbem-28251	91	31	enrique	enrique	PROPN
fbem-28251	91	32	herrera	herrera	PROPN
fbem-28251	91	33	-	-	PUNCT
fbem-28251	91	34	viedma	viedma	NOUN
fbem-28251	91	35	,	,	PUNCT
fbem-28251	91	36	francisco	francisco	PROPN
fbem-28251	91	37	herrera	herrera	NOUN
fbem-28251	91	38	,	,	PUNCT
fbem-28251	91	39	measuring	measure	VERB
fbem-28251	91	40	volatility	volatility	NOUN
fbem-28251	91	41	based	base	VERB
fbem-28251	91	42	on	on	ADP
fbem-28251	91	43	ordered	order	VERB
fbem-28251	91	44	weighted	weight	VERB
fbem-28251	91	45	average	average	ADJ
fbem-28251	91	46	operators	operator	NOUN
fbem-28251	91	47	:	:	PUNCT
fbem-28251	91	48	the	the	DET
fbem-28251	91	49	case	case	NOUN
fbem-28251	91	50	of	of	ADP
fbem-28251	91	51	agricultural	agricultural	ADJ
fbem-28251	91	52	product	product	NOUN
fbem-28251	91	53	prices	price	NOUN
fbem-28251	91	54	,	,	PUNCT
fbem-28251	91	55	fuzzy	fuzzy	ADJ
fbem-28251	91	56	sets	set	NOUN
fbem-28251	91	57	and	and	CCONJ
fbem-28251	91	58	systems	system	NOUN
fbem-28251	91	59	,	,	PUNCT
fbem-28251	91	60	volume	volume	NOUN
fbem-28251	91	61	422	422	NUM
fbem-28251	91	62	,	,	PUNCT
fbem-28251	91	63	2021	2021	NUM
fbem-28251	91	64	,	,	PUNCT
fbem-28251	91	65	pages	page	NOUN
fbem-28251	91	66	161	161	NUM
fbem-28251	91	67	-	-	SYM
fbem-28251	91	68	176	176	NUM
fbem-28251	91	69	,	,	PUNCT
fbem-28251	91	70	[	[	X
fbem-28251	91	71	6	6	NUM
fbem-28251	91	72	]	]	X
fbem-28251	91	73	faruk	faruk	PROPN
fbem-28251	91	74	urak	urak	PROPN
fbem-28251	91	75	,	,	PUNCT
fbem-28251	91	76	abdulbaki	abdulbaki	VERB
fbem-28251	91	77	bilgic	bilgic	ADV
fbem-28251	91	78	,	,	PUNCT
fbem-28251	91	79	food	food	NOUN
fbem-28251	91	80	insecurity	insecurity	NOUN
fbem-28251	91	81	and	and	CCONJ
fbem-28251	91	82	sovereignty	sovereignty	NOUN
fbem-28251	91	83	threat	threat	NOUN
fbem-28251	91	84	to	to	ADP
fbem-28251	91	85	uncontrolled	uncontrolled	ADJ
fbem-28251	91	86	price	price	NOUN
fbem-28251	91	87	spillover	spillover	NOUN
fbem-28251	91	88	effects	effect	NOUN
fbem-28251	91	89	in	in	ADP
fbem-28251	91	90	financialized	financialize	VERB
fbem-28251	91	91	agricultural	agricultural	ADJ
fbem-28251	91	92	products	product	NOUN
fbem-28251	91	93	:	:	PUNCT
fbem-28251	91	94	the	the	DET
fbem-28251	91	95	red	red	ADJ
fbem-28251	91	96	meat	meat	NOUN
fbem-28251	91	97	case	case	NOUN
fbem-28251	91	98	in	in	ADP
fbem-28251	91	99	turkiye	turkiye	PROPN
fbem-28251	91	100	,	,	PUNCT
fbem-28251	91	101	borsa	borsa	PROPN
fbem-28251	91	102	istanbul	istanbul	PROPN
fbem-28251	91	103	review	review	PROPN
fbem-28251	91	104	,	,	PUNCT
fbem-28251	91	105	volume	volume	NOUN
fbem-28251	91	106	23	23	NUM
fbem-28251	91	107	,	,	PUNCT
fbem-28251	91	108	issue	issue	NOUN
fbem-28251	91	109	3	3	NUM
fbem-28251	91	110	,	,	PUNCT
fbem-28251	91	111	2023	2023	NUM
fbem-28251	91	112	,	,	PUNCT
fbem-28251	91	113	pages	page	NOUN
fbem-28251	91	114	580	580	NUM
fbem-28251	91	115	-	-	SYM
fbem-28251	91	116	599	599	NUM
fbem-28251	91	117	,	,	PUNCT
fbem-28251	91	118	[	[	X
fbem-28251	91	119	7	7	X
fbem-28251	91	120	]	]	X
fbem-28251	91	121	g.	g.	PROPN
fbem-28251	91	122	avinash	avinash	PROPN
fbem-28251	91	123	,	,	PUNCT
fbem-28251	91	124	v.	v.	CCONJ
fbem-28251	91	125	ramasubramanian	ramasubramanian	PROPN
fbem-28251	91	126	,	,	PUNCT
fbem-28251	91	127	mrinmoy	mrinmoy	NOUN
fbem-28251	91	128	ray	ray	NOUN
fbem-28251	91	129	,	,	PUNCT
fbem-28251	91	130	ranjit	ranjit	PROPN
fbem-28251	91	131	kumar	kumar	PROPN
fbem-28251	91	132	paul	paul	PROPN
fbem-28251	91	133	,	,	PUNCT
fbem-28251	91	134	samarth	samarth	PROPN
fbem-28251	91	135	godara	godara	PROPN
fbem-28251	91	136	,	,	PUNCT
fbem-28251	91	137	g.h	g.h	PROPN
fbem-28251	91	138	.	.	PROPN
fbem-28251	91	139	harish	harish	PROPN
fbem-28251	91	140	nayak	nayak	PROPN
fbem-28251	91	141	,	,	PUNCT
fbem-28251	91	142	rajeev	rajeev	PROPN
fbem-28251	91	143	ranjan	ranjan	PROPN
fbem-28251	91	144	kumar	kumar	PROPN
fbem-28251	91	145	,	,	PUNCT
fbem-28251	91	146	b.	b.	PROPN
fbem-28251	91	147	manjunatha	manjunatha	PROPN
fbem-28251	91	148	,	,	PUNCT
fbem-28251	91	149	shashidahiya	shashidahiya	PROPN
fbem-28251	91	150	,	,	PUNCT
fbem-28251	91	151	mirasif	mirasif	PROPN
fbem-28251	91	152	iquebal	iquebal	PROPN
fbem-28251	91	153	,	,	PUNCT
fbem-28251	91	154	hidden	hide	VERB
fbem-28251	91	155	markov	markov	NOUN
fbem-28251	91	156	guided	guide	VERB
fbem-28251	91	157	deep	deep	ADJ
fbem-28251	91	158	learning	learning	NOUN
fbem-28251	91	159	models	model	NOUN
fbem-28251	91	160	for	for	ADP
fbem-28251	91	161	forecasting	forecast	VERB
fbem-28251	91	162	highly	highly	ADV
fbem-28251	91	163	volatile	volatile	ADJ
fbem-28251	91	164	agricultural	agricultural	ADJ
fbem-28251	91	165	commodity	commodity	NOUN
fbem-28251	91	166	prices	price	NOUN
fbem-28251	91	167	,	,	PUNCT
fbem-28251	91	168	applied	apply	VERB
fbem-28251	91	169	soft	soft	ADJ
fbem-28251	91	170	computing	computing	NOUN
fbem-28251	91	171	,	,	PUNCT
fbem-28251	91	172	volume	volume	NOUN
fbem-28251	91	173	158	158	NUM
fbem-28251	91	174	,	,	PUNCT
fbem-28251	91	175	2024	2024	NUM
fbem-28251	91	176	,	,	PUNCT
fbem-28251	91	177	[	[	X
fbem-28251	91	178	8	8	NUM
fbem-28251	91	179	]	]	X
fbem-28251	91	180	héctor	héctor	NOUN
fbem-28251	91	181	m.	m.	PROPN
fbem-28251	91	182	núñez	núñez	PROPN
fbem-28251	91	183	,	,	PUNCT
fbem-28251	91	184	jesús	jesús	PROPN
fbem-28251	91	185	otero	otero	PROPN
fbem-28251	91	186	,	,	PUNCT
fbem-28251	91	187	andrés	andrés	PROPN
fbem-28251	91	188	trujillo	trujillo	PROPN
fbem-28251	91	189	-	-	PUNCT
fbem-28251	91	190	barrera	barrera	NOUN
fbem-28251	91	191	,	,	PUNCT
fbem-28251	91	192	wholesale	wholesale	ADJ
fbem-28251	91	193	price	price	NOUN
fbem-28251	91	194	rigidities	rigidity	NOUN
fbem-28251	91	195	and	and	CCONJ
fbem-28251	91	196	exchange	exchange	NOUN
fbem-28251	91	197	rate	rate	NOUN
fbem-28251	91	198	pass	pass	NOUN
fbem-28251	91	199	-	-	PUNCT
fbem-28251	91	200	through	through	NOUN
fbem-28251	91	201	:	:	PUNCT
fbem-28251	91	202	evidence	evidence	NOUN
fbem-28251	91	203	from	from	ADP
fbem-28251	91	204	daily	daily	ADJ
fbem-28251	91	205	data	datum	NOUN
fbem-28251	91	206	of	of	ADP
fbem-28251	91	207	agricultural	agricultural	ADJ
fbem-28251	91	208	products	product	NOUN
fbem-28251	91	209	,	,	PUNCT
fbem-28251	91	210	international	international	ADJ
fbem-28251	91	211	economics	economic	NOUN
fbem-28251	91	212	,	,	PUNCT
fbem-28251	91	213	volume	volume	NOUN
fbem-28251	91	214	176	176	NUM
fbem-28251	91	215	,	,	PUNCT
fbem-28251	91	216	2023	2023	NUM
fbem-28251	92	1	[	[	X
fbem-28251	92	2	9	9	NUM
fbem-28251	92	3	]	]	X
fbem-28251	92	4	kuai	kuai	PROPN
fbem-28251	92	5	hao	hao	PROPN
fbem-28251	92	6	,	,	PUNCT
fbem-28251	92	7	liu	liu	PROPN
fbem-28251	92	8	ying	ying	PROPN
fbem-28251	92	9	,	,	PUNCT
fbem-28251	92	10	gao	gao	PROPN
fbem-28251	92	11	qizheng	qizheng	PROPN
fbem-28251	92	12	.	.	PUNCT
fbem-28251	93	1	study	study	NOUN
fbem-28251	93	2	on	on	ADP
fbem-28251	93	3	the	the	DET
fbem-28251	93	4	transmission	transmission	NOUN
fbem-28251	93	5	effect	effect	NOUN
fbem-28251	93	6	of	of	ADP
fbem-28251	93	7	international	international	ADJ
fbem-28251	93	8	rice	rice	NOUN
fbem-28251	93	9	price	price	NOUN
fbem-28251	93	10	fluctuation	fluctuation	NOUN
fbem-28251	93	11	on	on	ADP
fbem-28251	93	12	domestic	domestic	ADJ
fbem-28251	93	13	rice	rice	NOUN
fbem-28251	93	14	price	price	NOUN
fbem-28251	94	1	[	[	X
fbem-28251	94	2	j	j	X
fbem-28251	94	3	]	]	X
fbem-28251	94	4	.	.	PUNCT
fbem-28251	95	1	agricultural	agricultural	ADJ
fbem-28251	95	2	resources	resource	NOUN
fbem-28251	95	3	and	and	CCONJ
fbem-28251	95	4	regionalization	regionalization	NOUN
fbem-28251	95	5	in	in	ADP
fbem-28251	95	6	china	china	PROPN
fbem-28251	95	7	,	,	PUNCT
fbem-28251	95	8	2019	2019	NUM
fbem-28251	95	9	,	,	PUNCT
fbem-28251	95	10	40	40	NUM
fbem-28251	95	11	(	(	PUNCT
fbem-28251	95	12	10	10	NUM
fbem-28251	95	13	):	):	PUNCT
fbem-28251	95	14	129	129	NUM
fbem-28251	95	15	-	-	SYM
fbem-28251	95	16	136	136	NUM
fbem-28251	96	1	[	[	X
fbem-28251	96	2	10	10	NUM
fbem-28251	96	3	]	]	X
fbem-28251	96	4	lai	lai	PROPN
fbem-28251	96	5	yulian	yulian	PROPN
fbem-28251	96	6	,	,	PUNCT
fbem-28251	96	7	ma	ma	PROPN
fbem-28251	96	8	linjuan	linjuan	PROPN
fbem-28251	96	9	,	,	PUNCT
fbem-28251	96	10	zhang	zhang	PROPN
fbem-28251	96	11	yanlin	yanlin	PROPN
fbem-28251	96	12	.	.	PUNCT
fbem-28251	97	1	empirical	empirical	ADJ
fbem-28251	97	2	modal	modal	ADJ
fbem-28251	97	3	decomposition	decomposition	NOUN
fbem-28251	97	4	-	-	PUNCT
fbem-28251	97	5	a	a	DET
fbem-28251	97	6	graph	graph	NOUN
fbem-28251	97	7	neural	neural	ADJ
fbem-28251	97	8	network	network	NOUN
fbem-28251	97	9	algorithm	algorithm	NOUN
fbem-28251	97	10	predicts	predict	VERB
fbem-28251	97	11	agricultural	agricultural	ADJ
fbem-28251	97	12	product	product	NOUN
fbem-28251	97	13	prices	price	NOUN
fbem-28251	98	1	[	[	X
fbem-28251	98	2	j	j	X
fbem-28251	98	3	]	]	X
fbem-28251	98	4	.	.	PUNCT
fbem-28251	99	1	journal	journal	PROPN
fbem-28251	99	2	of	of	ADP
fbem-28251	99	3	the	the	DET
fbem-28251	99	4	university	university	PROPN
fbem-28251	99	5	of	of	ADP
fbem-28251	99	6	jinan	jinan	PROPN
fbem-28251	99	7	(	(	PUNCT
fbem-28251	99	8	natural	natural	ADJ
fbem-28251	99	9	science	science	NOUN
fbem-28251	99	10	edition	edition	NOUN
fbem-28251	99	11	)	)	PUNCT
fbem-28251	99	12	,	,	PUNCT
fbem-28251	99	13	2024	2024	NUM
fbem-28251	99	14	,	,	PUNCT
fbem-28251	99	15	38	38	NUM
fbem-28251	99	16	(	(	PUNCT
fbem-28251	99	17	3	3	NUM
fbem-28251	99	18	):	):	PUNCT
fbem-28251	99	19	356	356	NUM
fbem-28251	99	20	-	-	SYM
fbem-28251	99	21	361	361	NUM
fbem-28251	100	1	[	[	PUNCT
fbem-28251	100	2	11	11	NUM
fbem-28251	100	3	]	]	X
fbem-28251	100	4	li	li	PROPN
fbem-28251	100	5	jian	jian	PROPN
fbem-28251	100	6	,	,	PUNCT
fbem-28251	100	7	lu	lu	PROPN
fbem-28251	100	8	jie	jie	PROPN
fbem-28251	100	9	,	,	PUNCT
fbem-28251	100	10	li	li	PROPN
fbem-28251	100	11	chongguang	chongguang	PROPN
fbem-28251	100	12	.	.	PUNCT
fbem-28251	101	1	research	research	NOUN
fbem-28251	101	2	on	on	ADP
fbem-28251	101	3	real	real	ADJ
fbem-28251	101	4	-	-	PUNCT
fbem-28251	101	5	time	time	NOUN
fbem-28251	101	6	early	early	ADJ
fbem-28251	101	7	warning	warning	NOUN
fbem-28251	101	8	of	of	ADP
fbem-28251	101	9	bubble	bubble	NOUN
fbem-28251	101	10	risk	risk	NOUN
fbem-28251	101	11	in	in	ADP
fbem-28251	101	12	agricultural	agricultural	ADJ
fbem-28251	101	13	products	product	NOUN
fbem-28251	101	14	futures	future	NOUN
fbem-28251	101	15	market	market	NOUN
fbem-28251	102	1	[	[	X
fbem-28251	102	2	j	j	X
fbem-28251	102	3	]	]	X
fbem-28251	102	4	.	.	PUNCT
fbem-28251	103	1	rural	rural	ADJ
fbem-28251	103	2	economy	economy	NOUN
fbem-28251	103	3	in	in	ADP
fbem-28251	103	4	china	china	PROPN
fbem-28251	103	5	,	,	PUNCT
fbem-28251	103	6	2019	2019	NUM
fbem-28251	103	7	,	,	PUNCT
fbem-28251	103	8	0	0	NUM
fbem-28251	103	9	(	(	PUNCT
fbem-28251	103	10	3	3	NUM
fbem-28251	103	11	):	):	PUNCT
fbem-28251	103	12	53	53	NUM
fbem-28251	103	13	-	-	SYM
fbem-28251	103	14	64	64	NUM
fbem-28251	104	1	[	[	X
fbem-28251	104	2	12	12	NUM
fbem-28251	104	3	]	]	X
fbem-28251	104	4	ma	ma	PROPN
fbem-28251	104	5	hongyang	hongyang	PROPN
fbem-28251	104	6	,	,	PUNCT
fbem-28251	104	7	zhao	zhao	PROPN
fbem-28251	104	8	xia	xia	PROPN
fbem-28251	104	9	.	.	PUNCT
fbem-28251	105	1	empirical	empirical	ADJ
fbem-28251	105	2	analysis	analysis	NOUN
fbem-28251	105	3	of	of	ADP
fbem-28251	105	4	the	the	DET
fbem-28251	105	5	price	price	NOUN
fbem-28251	105	6	fluctuation	fluctuation	NOUN
fbem-28251	105	7	characteristics	characteristic	NOUN
fbem-28251	105	8	of	of	ADP
fbem-28251	105	9	small	small	ADJ
fbem-28251	105	10	agricultural	agricultural	ADJ
fbem-28251	105	11	products	product	NOUN
fbem-28251	105	12	in	in	ADP
fbem-28251	105	13	china	china	PROPN
fbem-28251	105	14	—	—	PUNCT
fbem-28251	105	15	—	—	PUNCT
fbem-28251	105	16	take	take	VERB
fbem-28251	105	17	garlic	garlic	NOUN
fbem-28251	105	18	as	as	ADP
fbem-28251	105	19	an	an	DET
fbem-28251	105	20	example	example	NOUN
fbem-28251	105	21	[	[	X
fbem-28251	105	22	j	j	X
fbem-28251	105	23	]	]	X
fbem-28251	105	24	.	.	PUNCT
fbem-28251	106	1	agricultural	agricultural	ADJ
fbem-28251	106	2	technology	technology	NOUN
fbem-28251	106	3	and	and	CCONJ
fbem-28251	106	4	economy	economy	NOUN
fbem-28251	106	5	,	,	PUNCT
fbem-28251	106	6	2021	2021	NUM
fbem-28251	106	7	(	(	PUNCT
fbem-28251	106	8	6	6	NUM
fbem-28251	106	9	):	):	PUNCT
fbem-28251	106	10	33	33	NUM
fbem-28251	106	11	-	-	SYM
fbem-28251	106	12	48	48	NUM
fbem-28251	107	1	[	[	X
fbem-28251	107	2	13	13	NUM
fbem-28251	107	3	]	]	X
fbem-28251	107	4	meng	meng	PROPN
fbem-28251	107	5	jun	jun	PROPN
fbem-28251	107	6	,	,	PUNCT
fbem-28251	107	7	lu	lu	PROPN
fbem-28251	107	8	xingchen	xingchen	NOUN
fbem-28251	107	9	.	.	PUNCT
fbem-28251	108	1	research	research	NOUN
fbem-28251	108	2	on	on	ADP
fbem-28251	108	3	the	the	DET
fbem-28251	108	4	price	price	NOUN
fbem-28251	108	5	fluctuation	fluctuation	NOUN
fbem-28251	108	6	characteristics	characteristic	NOUN
fbem-28251	108	7	and	and	CCONJ
fbem-28251	108	8	rules	rule	NOUN
fbem-28251	108	9	of	of	ADP
fbem-28251	108	10	small	small	ADJ
fbem-28251	108	11	agricultural	agricultural	ADJ
fbem-28251	108	12	products	product	NOUN
fbem-28251	108	13	in	in	ADP
fbem-28251	108	14	china	china	PROPN
fbem-28251	108	15	—	—	PUNCT
fbem-28251	108	16	—	—	PUNCT
fbem-28251	108	17	analysis	analysis	NOUN
fbem-28251	108	18	based	base	VERB
fbem-28251	108	19	on	on	ADP
fbem-28251	108	20	arch	arch	ADJ
fbem-28251	108	21	model	model	NOUN
fbem-28251	109	1	[	[	X
fbem-28251	109	2	j	j	X
fbem-28251	109	3	]	]	X
fbem-28251	109	4	.	.	PUNCT
fbem-28251	110	1	price	price	NOUN
fbem-28251	110	2	theory	theory	NOUN
fbem-28251	110	3	and	and	CCONJ
fbem-28251	110	4	practice	practice	NOUN
fbem-28251	110	5	,	,	PUNCT
fbem-28251	110	6	2021	2021	NUM
fbem-28251	110	7	(	(	PUNCT
fbem-28251	110	8	11	11	NUM
fbem-28251	110	9	):	):	PUNCT
fbem-28251	110	10	87	87	NUM
fbem-28251	110	11	-	-	SYM
fbem-28251	110	12	90197	90197	NUM
fbem-28251	111	1	[	[	X
fbem-28251	111	2	14	14	NUM
fbem-28251	111	3	]	]	X
fbem-28251	111	4	peng	peng	PROPN
fbem-28251	111	5	hongjun	hongjun	PROPN
fbem-28251	111	6	,	,	PUNCT
fbem-28251	111	7	shi	shi	PROPN
fbem-28251	111	8	ligang	ligang	PROPN
fbem-28251	111	9	,	,	PUNCT
fbem-28251	111	10	pang	pang	NOUN
fbem-28251	111	11	tao	tao	PROPN
fbem-28251	111	12	.	.	PUNCT
fbem-28251	112	1	optimal	optimal	ADJ
fbem-28251	112	2	strategy	strategy	NOUN
fbem-28251	112	3	of	of	ADP
fbem-28251	112	4	output	output	NOUN
fbem-28251	112	5	random	random	ADJ
fbem-28251	112	6	order	order	NOUN
fbem-28251	112	7	agricultural	agricultural	ADJ
fbem-28251	112	8	supply	supply	NOUN
fbem-28251	112	9	chain	chain	NOUN
fbem-28251	112	10	based	base	VERB
fbem-28251	112	11	on	on	ADP
fbem-28251	112	12	cvar	cvar	PROPN
fbem-28251	112	13	[	[	X
fbem-28251	112	14	j	j	X
fbem-28251	112	15	]	]	X
fbem-28251	112	16	.	.	PUNCT
fbem-28251	113	1	statistics	statistic	NOUN
fbem-28251	113	2	and	and	CCONJ
fbem-28251	113	3	decision	decision	NOUN
fbem-28251	113	4	-	-	PUNCT
fbem-28251	113	5	making	making	NOUN
fbem-28251	113	6	,	,	PUNCT
fbem-28251	113	7	2019	2019	NUM
fbem-28251	113	8	,	,	PUNCT
fbem-28251	113	9	0	0	NUM
fbem-28251	113	10	(	(	PUNCT
fbem-28251	113	11	20	20	NUM
fbem-28251	113	12	):	):	PUNCT
fbem-28251	113	13	46	46	NUM
fbem-28251	113	14	-	-	SYM
fbem-28251	113	15	49	49	NUM
fbem-28251	114	1	[	[	X
fbem-28251	114	2	15	15	NUM
fbem-28251	114	3	]	]	X
fbem-28251	114	4	soumik	soumik	ADJ
fbem-28251	114	5	ray	ray	NOUN
fbem-28251	114	6	,	,	PUNCT
fbem-28251	114	7	achal	achal	NOUN
fbem-28251	114	8	lama	lama	PROPN
fbem-28251	114	9	,	,	PUNCT
fbem-28251	114	10	pradeep	pradeep	PROPN
fbem-28251	114	11	mishra	mishra	PROPN
fbem-28251	114	12	,	,	PUNCT
fbem-28251	114	13	tufleuddin	tufleuddin	PROPN
fbem-28251	114	14	biswas	biswas	PROPN
fbem-28251	114	15	,	,	PUNCT
fbem-28251	114	16	soumitra	soumitra	PROPN
fbem-28251	114	17	sankar	sankar	PROPN
fbem-28251	114	18	das	das	PROPN
fbem-28251	114	19	,	,	PUNCT
fbem-28251	114	20	bishal	bishal	VERB
fbem-28251	114	21	gurung	gurung	PROPN
fbem-28251	114	22	,	,	PUNCT
fbem-28251	114	23	an	an	DET
fbem-28251	114	24	arima	arima	NOUN
fbem-28251	114	25	-	-	PUNCT
fbem-28251	114	26	lstm	lstm	NOUN
fbem-28251	114	27	model	model	NOUN
fbem-28251	114	28	for	for	ADP
fbem-28251	114	29	predicting	predict	VERB
fbem-28251	114	30	volatile	volatile	ADJ
fbem-28251	114	31	agricultural	agricultural	ADJ
fbem-28251	114	32	price	price	NOUN
fbem-28251	114	33	series	series	NOUN
fbem-28251	114	34	with	with	ADP
fbem-28251	114	35	random	random	ADJ
fbem-28251	114	36	forest	forest	NOUN
fbem-28251	114	37	technique	technique	NOUN
fbem-28251	114	38	image	image	NOUN
fbem-28251	114	39	1,applied	1,applie	VERB
fbem-28251	114	40	soft	soft	ADJ
fbem-28251	114	41	computing	computing	NOUN
fbem-28251	114	42	,	,	PUNCT
fbem-28251	114	43	volume	volume	NOUN
fbem-28251	114	44	149	149	NUM
fbem-28251	114	45	,	,	PUNCT
fbem-28251	114	46	part	part	NOUN
fbem-28251	114	47	a	a	PRON
fbem-28251	114	48	,	,	PUNCT
fbem-28251	114	49	2023	2023	NUM
fbem-28251	114	50	,	,	PUNCT
fbem-28251	114	51	[	[	X
fbem-28251	114	52	16	16	NUM
fbem-28251	114	53	]	]	X
fbem-28251	114	54	sumesh	sumesh	PROPN
fbem-28251	114	55	eratt	eratt	PROPN
fbem-28251	114	56	parameswaran	parameswaran	NOUN
fbem-28251	114	57	,	,	PUNCT
fbem-28251	114	58	vidhyalavanya	vidhyalavanya	PROPN
fbem-28251	114	59	ramachandran	ramachandran	PROPN
fbem-28251	114	60	,	,	PUNCT
fbem-28251	114	61	swati	swati	PROPN
fbem-28251	114	62	shukla	shukla	PROPN
fbem-28251	114	63	,	,	PUNCT
fbem-28251	114	64	crypto	crypto	NOUN
fbem-28251	114	65	trend	trend	NOUN
fbem-28251	114	66	prediction	prediction	NOUN
fbem-28251	114	67	based	base	VERB
fbem-28251	114	68	on	on	ADP
fbem-28251	114	69	wavelet	wavelet	NOUN
fbem-28251	114	70	transform	transform	NOUN
fbem-28251	114	71	and	and	CCONJ
fbem-28251	114	72	deep	deep	ADJ
fbem-28251	114	73	learning	learning	NOUN
fbem-28251	114	74	algorithm	algorithm	NOUN
fbem-28251	114	75	,	,	PUNCT
fbem-28251	114	76	procedia	procedia	NOUN
fbem-28251	114	77	computer	computer	NOUN
fbem-28251	114	78	science	science	NOUN
fbem-28251	114	79	,	,	PUNCT
fbem-28251	114	80	volume	volume	NOUN
fbem-28251	114	81	235	235	NUM
fbem-28251	114	82	,	,	PUNCT
fbem-28251	114	83	2024	2024	NUM
fbem-28251	114	84	,	,	PUNCT
fbem-28251	114	85	pages	page	NOUN
fbem-28251	114	86	1179	1179	NUM
fbem-28251	114	87	-	-	SYM
fbem-28251	114	88	1189	1189	NUM
fbem-28251	114	89	,	,	PUNCT
fbem-28251	114	90	142	142	NUM
fbem-28251	114	91	[	[	X
fbem-28251	114	92	17	17	NUM
fbem-28251	114	93	]	]	X
fbem-28251	114	94	tian	tian	PROPN
fbem-28251	114	95	hausen	hausen	PROPN
fbem-28251	114	96	,	,	PUNCT
fbem-28251	114	97	feng	feng	PROPN
fbem-28251	114	98	hongjuan	hongjuan	PROPN
fbem-28251	114	99	.	.	PUNCT
fbem-28251	115	1	study	study	VERB
fbem-28251	115	2	on	on	ADP
fbem-28251	115	3	the	the	DET
fbem-28251	115	4	impact	impact	NOUN
fbem-28251	115	5	effect	effect	NOUN
fbem-28251	115	6	of	of	ADP
fbem-28251	115	7	monetary	monetary	ADJ
fbem-28251	115	8	policy	policy	NOUN
fbem-28251	115	9	changes	change	NOUN
fbem-28251	115	10	on	on	ADP
fbem-28251	115	11	agricultural	agricultural	ADJ
fbem-28251	115	12	product	product	NOUN
fbem-28251	115	13	price	price	NOUN
fbem-28251	115	14	fluctuations	fluctuation	NOUN
fbem-28251	116	1	[	[	X
fbem-28251	116	2	j	j	X
fbem-28251	116	3	]	]	X
fbem-28251	116	4	.	.	PUNCT
fbem-28251	117	1	financial	financial	ADJ
fbem-28251	117	2	theory	theory	NOUN
fbem-28251	117	3	and	and	CCONJ
fbem-28251	117	4	practice	practice	NOUN
fbem-28251	117	5	,	,	PUNCT
fbem-28251	117	6	2021	2021	NUM
fbem-28251	117	7	,	,	PUNCT
fbem-28251	117	8	42	42	NUM
fbem-28251	117	9	(	(	PUNCT
fbem-28251	117	10	1	1	NUM
fbem-28251	117	11	):	):	PUNCT
fbem-28251	117	12	33	33	NUM
fbem-28251	117	13	-	-	SYM
fbem-28251	117	14	40	40	NUM
fbem-28251	118	1	[	[	X
fbem-28251	118	2	18	18	NUM
fbem-28251	118	3	]	]	PUNCT
fbem-28251	118	4	xia	xia	PROPN
fbem-28251	118	5	bing	bing	PROPN
fbem-28251	118	6	.	.	PUNCT
fbem-28251	119	1	verification	verification	NOUN
fbem-28251	119	2	and	and	CCONJ
fbem-28251	119	3	aggregation	aggregation	NOUN
fbem-28251	119	4	characteristics	characteristic	NOUN
fbem-28251	119	5	of	of	ADP
fbem-28251	119	6	agricultural	agricultural	ADJ
fbem-28251	119	7	price	price	NOUN
fbem-28251	119	8	fluctuation	fluctuation	NOUN
fbem-28251	119	9	and	and	CCONJ
fbem-28251	119	10	trend	trend	NOUN
fbem-28251	119	11	forecast	forecast	NOUN
fbem-28251	120	1	[	[	X
fbem-28251	120	2	j	j	X
fbem-28251	120	3	]	]	X
fbem-28251	120	4	.	.	PUNCT
fbem-28251	121	1	statistics	statistic	NOUN
fbem-28251	121	2	and	and	CCONJ
fbem-28251	121	3	decision	decision	NOUN
fbem-28251	121	4	-	-	PUNCT
fbem-28251	121	5	making	making	NOUN
fbem-28251	121	6	,	,	PUNCT
fbem-28251	121	7	2015	2015	NUM
fbem-28251	121	8	,	,	PUNCT
fbem-28251	121	9	31	31	NUM
fbem-28251	121	10	(	(	PUNCT
fbem-28251	121	11	20	20	NUM
fbem-28251	121	12	):	):	PUNCT
fbem-28251	121	13	145	145	NUM
fbem-28251	121	14	-	-	SYM
fbem-28251	121	15	148	148	NUM
fbem-28251	121	16	[	[	X
fbem-28251	121	17	19	19	NUM
fbem-28251	121	18	]	]	PUNCT
fbem-28251	121	19	xu	xu	PROPN
fbem-28251	121	20	qigang	qigang	PROPN
fbem-28251	121	21	,	,	PUNCT
fbem-28251	121	22	liu	liu	PROPN
fbem-28251	121	23	mingjun	mingjun	PROPN
fbem-28251	121	24	,	,	PUNCT
fbem-28251	121	25	li	li	PROPN
fbem-28251	121	26	hai	hai	PROPN
fbem-28251	121	27	.	.	PROPN
fbem-28251	121	28	agricultural	agricultural	ADJ
fbem-28251	121	29	product	product	NOUN
fbem-28251	121	30	price	price	NOUN
fbem-28251	121	31	prediction	prediction	NOUN
fbem-28251	121	32	model	model	NOUN
fbem-28251	121	33	based	base	VERB
fbem-28251	121	34	on	on	ADP
fbem-28251	121	35	the	the	DET
fbem-28251	121	36	improved	improve	VERB
fbem-28251	121	37	knn	knn	NOUN
fbem-28251	121	38	algorithm	algorithm	NOUN
fbem-28251	122	1	[	[	X
fbem-28251	122	2	j	j	X
fbem-28251	122	3	]	]	X
fbem-28251	122	4	.	.	PUNCT
fbem-28251	123	1	journal	journal	PROPN
fbem-28251	123	2	of	of	ADP
fbem-28251	123	3	university	university	PROPN
fbem-28251	123	4	of	of	ADP
fbem-28251	123	5	jinan	jinan	PROPN
fbem-28251	123	6	(	(	PUNCT
fbem-28251	123	7	natural	natural	ADJ
fbem-28251	123	8	science	science	NOUN
fbem-28251	123	9	edition	edition	NOUN
fbem-28251	123	10	)	)	PUNCT
fbem-28251	123	11	,	,	PUNCT
fbem-28251	123	12	2014	2014	NUM
fbem-28251	123	13	,	,	PUNCT
fbem-28251	123	14	28	28	NUM
fbem-28251	123	15	(	(	PUNCT
fbem-28251	123	16	2	2	NUM
fbem-28251	123	17	):	):	PUNCT
fbem-28251	123	18	114	114	NUM
fbem-28251	123	19	-	-	SYM
fbem-28251	123	20	117	117	NUM
fbem-28251	124	1	[	[	SYM
fbem-28251	124	2	20	20	NUM
fbem-28251	124	3	]	]	PUNCT
fbem-28251	124	4	xu	xu	PROPN
fbem-28251	124	5	yaqing	yaqing	PROPN
fbem-28251	124	6	,	,	PUNCT
fbem-28251	124	7	wei	wei	PROPN
fbem-28251	124	8	yihua	yihua	PROPN
fbem-28251	124	9	,	,	PUNCT
fbem-28251	124	10	li	li	PROPN
fbem-28251	124	11	xugang	xugang	PROPN
fbem-28251	124	12	.	.	PUNCT
fbem-28251	125	1	construction	construction	NOUN
fbem-28251	125	2	of	of	ADP
fbem-28251	125	3	a	a	DET
fbem-28251	125	4	price	price	NOUN
fbem-28251	125	5	prediction	prediction	NOUN
fbem-28251	125	6	model	model	NOUN
fbem-28251	125	7	for	for	ADP
fbem-28251	125	8	agricultural	agricultural	ADJ
fbem-28251	125	9	products	product	NOUN
fbem-28251	125	10	[	[	X
fbem-28251	125	11	j	j	X
fbem-28251	125	12	]	]	X
fbem-28251	125	13	.	.	PUNCT
fbem-28251	126	1	statistics	statistic	NOUN
fbem-28251	126	2	and	and	CCONJ
fbem-28251	126	3	decision	decision	NOUN
fbem-28251	126	4	-	-	PUNCT
fbem-28251	126	5	making	making	NOUN
fbem-28251	126	6	,	,	PUNCT
fbem-28251	126	7	2017	2017	NUM
fbem-28251	126	8	,	,	PUNCT
fbem-28251	126	9	33	33	NUM
fbem-28251	126	10	(	(	PUNCT
fbem-28251	126	11	12	12	NUM
fbem-28251	126	12	):	):	PUNCT
fbem-28251	126	13	75	75	NUM
fbem-28251	126	14	-	-	SYM
fbem-28251	126	15	77	77	NUM
fbem-28251	126	16	[	[	X
fbem-28251	126	17	21	21	NUM
fbem-28251	126	18	]	]	X
fbem-28251	126	19	zhang	zhang	PROPN
fbem-28251	126	20	chao	chao	PROPN
fbem-28251	126	21	,	,	PUNCT
fbem-28251	126	22	hou	hou	PROPN
fbem-28251	126	23	kai	kai	PROPN
fbem-28251	126	24	.	.	PUNCT
fbem-28251	127	1	inertial	inertial	ADJ
fbem-28251	127	2	study	study	NOUN
fbem-28251	127	3	of	of	ADP
fbem-28251	127	4	b	b	PROPN
fbem-28251	127	5	-	-	PUNCT
fbem-28251	127	6	n	n	PRON
fbem-28251	127	7	decomposition	decomposition	NOUN
fbem-28251	127	8	and	and	CCONJ
fbem-28251	127	9	stochastic	stochastic	ADJ
fbem-28251	127	10	shock	shock	NOUN
fbem-28251	128	1	[	[	X
fbem-28251	128	2	j	j	X
fbem-28251	128	3	]	]	X
fbem-28251	128	4	.	.	PUNCT
fbem-28251	129	1	business	business	NOUN
fbem-28251	129	2	research	research	NOUN
fbem-28251	129	3	,	,	PUNCT
fbem-28251	129	4	2019	2019	NUM
fbem-28251	129	5	,	,	PUNCT
fbem-28251	129	6	0	0	NUM
fbem-28251	129	7	(	(	PUNCT
fbem-28251	129	8	7	7	NUM
fbem-28251	129	9	):	):	PUNCT
fbem-28251	129	10	127	127	NUM
fbem-28251	129	11	-	-	SYM
fbem-28251	129	12	132	132	NUM
fbem-28251	130	1	[	[	X
fbem-28251	130	2	22	22	NUM
fbem-28251	130	3	]	]	X
fbem-28251	130	4	zhang	zhang	PROPN
fbem-28251	130	5	dabin	dabin	PROPN
fbem-28251	130	6	,	,	PUNCT
fbem-28251	130	7	zeng	zeng	PROPN
fbem-28251	130	8	liling	liling	NOUN
fbem-28251	130	9	,	,	PUNCT
fbem-28251	130	10	ling	ling	PROPN
fbem-28251	130	11	liwen	liwen	PROPN
fbem-28251	130	12	.	.	PUNCT
fbem-28251	131	1	integrated	integrate	VERB
fbem-28251	131	2	prediction	prediction	NOUN
fbem-28251	131	3	model	model	NOUN
fbem-28251	131	4	for	for	ADP
fbem-28251	131	5	price	price	NOUN
fbem-28251	131	6	decomposition	decomposition	NOUN
fbem-28251	131	7	of	of	ADP
fbem-28251	131	8	agricultural	agricultural	ADJ
fbem-28251	131	9	futures	future	NOUN
fbem-28251	131	10	based	base	VERB
fbem-28251	131	11	on	on	ADP
fbem-28251	131	12	vmd	vmd	PROPN
fbem-28251	131	13	-	-	NOUN
fbem-28251	131	14	elm	elm	PROPN
fbem-28251	132	1	[	[	X
fbem-28251	132	2	j	j	X
fbem-28251	132	3	]	]	X
fbem-28251	132	4	.	.	PUNCT
fbem-28251	133	1	operations	operation	NOUN
fbem-28251	133	2	research	research	NOUN
fbem-28251	133	3	and	and	CCONJ
fbem-28251	133	4	management	management	NOUN
fbem-28251	133	5	,	,	PUNCT
fbem-28251	133	6	2023	2023	NUM
fbem-28251	133	7	,	,	PUNCT
fbem-28251	133	8	32	32	NUM
fbem-28251	133	9	(	(	PUNCT
fbem-28251	133	10	1	1	NUM
fbem-28251	133	11	):	):	PUNCT
fbem-28251	133	12	127	127	NUM
fbem-28251	133	13	-	-	SYM
fbem-28251	133	14	133	133	NUM
fbem-28251	134	1	[	[	X
fbem-28251	134	2	23	23	NUM
fbem-28251	134	3	]	]	X
fbem-28251	134	4	zhang	zhang	PROPN
fbem-28251	134	5	is	be	AUX
fbem-28251	134	6	hopeful	hopeful	ADJ
fbem-28251	134	7	,	,	PUNCT
fbem-28251	134	8	li	li	PROPN
fbem-28251	134	9	chongguang	chongguang	PROPN
fbem-28251	134	10	.	.	PUNCT
fbem-28251	135	1	analysis	analysis	NOUN
fbem-28251	135	2	of	of	ADP
fbem-28251	135	3	the	the	DET
fbem-28251	135	4	financialization	financialization	NOUN
fbem-28251	135	5	factors	factor	NOUN
fbem-28251	135	6	in	in	ADP
fbem-28251	135	7	the	the	DET
fbem-28251	135	8	price	price	NOUN
fbem-28251	135	9	fluctuation	fluctuation	NOUN
fbem-28251	135	10	of	of	ADP
fbem-28251	135	11	agricultural	agricultural	ADJ
fbem-28251	135	12	products	product	NOUN
fbem-28251	135	13	—	—	PUNCT
fbem-28251	135	14	—	—	PUNCT
fbem-28251	135	15	take	take	VERB
fbem-28251	135	16	soybean	soybean	NOUN
fbem-28251	135	17	and	and	CCONJ
fbem-28251	135	18	sugar	sugar	NOUN
fbem-28251	135	19	as	as	ADP
fbem-28251	135	20	an	an	DET
fbem-28251	135	21	example	example	NOUN
fbem-28251	136	1	[	[	X
fbem-28251	136	2	j	j	X
fbem-28251	136	3	]	]	X
fbem-28251	136	4	.	.	PUNCT
fbem-28251	137	1	journal	journal	PROPN
fbem-28251	137	2	of	of	ADP
fbem-28251	137	3	huazhong	huazhong	PROPN
fbem-28251	137	4	agricultural	agricultural	PROPN
fbem-28251	137	5	university	university	PROPN
fbem-28251	137	6	(	(	PUNCT
fbem-28251	137	7	social	social	ADJ
fbem-28251	137	8	science	science	NOUN
fbem-28251	137	9	edition	edition	PROPN
fbem-28251	137	10	)	)	PUNCT
fbem-28251	137	11	,	,	PUNCT
fbem-28251	137	12	2018	2018	NUM
fbem-28251	137	13	(	(	PUNCT
fbem-28251	137	14	5	5	NUM
fbem-28251	137	15	):	):	PUNCT
fbem-28251	137	16	86	86	NUM
fbem-28251	137	17	-	-	SYM
fbem-28251	137	18	93164	93164	NUM
fbem-28251	137	19	,	,	PUNCT
fbem-28251	137	20	165	165	NUM
fbem-28251	137	21	[	[	SYM
fbem-28251	137	22	24	24	NUM
fbem-28251	137	23	]	]	X
fbem-28251	137	24	zhang	zhang	PROPN
fbem-28251	137	25	junhua	junhua	PROPN
fbem-28251	137	26	,	,	PUNCT
fbem-28251	137	27	hua	hua	PROPN
fbem-28251	137	28	junguo	junguo	PROPN
fbem-28251	137	29	,	,	PUNCT
fbem-28251	137	30	tang	tang	PROPN
fbem-28251	137	31	huacang	huacang	PROPN
fbem-28251	137	32	,	,	PUNCT
fbem-28251	137	33	wu	wu	PROPN
fbem-28251	137	34	yiping	yiping	PROPN
fbem-28251	137	35	.	.	PUNCT
fbem-28251	138	1	economic	economic	ADJ
fbem-28251	138	2	policy	policy	NOUN
fbem-28251	138	3	uncertainty	uncertainty	NOUN
fbem-28251	138	4	and	and	CCONJ
fbem-28251	138	5	agricultural	agricultural	ADJ
fbem-28251	138	6	price	price	NOUN
fbem-28251	138	7	fluctuations	fluctuation	NOUN
fbem-28251	139	1	[	[	X
fbem-28251	139	2	j	j	X
fbem-28251	139	3	]	]	X
fbem-28251	139	4	.	.	PUNCT
fbem-28251	140	1	agricultural	agricultural	ADJ
fbem-28251	140	2	technology	technology	NOUN
fbem-28251	140	3	and	and	CCONJ
fbem-28251	140	4	economy	economy	NOUN
fbem-28251	140	5	,	,	PUNCT
fbem-28251	140	6	2019	2019	NUM
fbem-28251	140	7	(	(	PUNCT
fbem-28251	140	8	5	5	NUM
fbem-28251	140	9	):	):	PUNCT
fbem-28251	140	10	110	110	NUM
fbem-28251	140	11	-	-	SYM
fbem-28251	140	12	122	122	NUM