id	sid	tid	token	lemma	pos
fcis-15121	1	1	frontiers	frontier	NOUN
fcis-15121	1	2	in	in	ADP
fcis-15121	1	3	computing	computing	NOUN
fcis-15121	1	4	and	and	CCONJ
fcis-15121	1	5	intelligent	intelligent	ADJ
fcis-15121	1	6	systems	system	NOUN
fcis-15121	1	7	issn	issn	VERB
fcis-15121	1	8	:	:	PUNCT
fcis-15121	1	9	2832	2832	NUM
fcis-15121	1	10	-	-	SYM
fcis-15121	1	11	6024	6024	NUM
fcis-15121	1	12	|	|	NOUN
fcis-15121	1	13	vol	vol	NOUN
fcis-15121	1	14	.	.	PROPN
fcis-15121	2	1	6	6	NUM
fcis-15121	2	2	,	,	PUNCT
fcis-15121	2	3	no	no	INTJ
fcis-15121	2	4	.	.	NOUN
fcis-15121	2	5	2	2	NUM
fcis-15121	2	6	,	,	PUNCT
fcis-15121	2	7	2023	2023	NUM
fcis-15121	2	8	48	48	NUM
fcis-15121	2	9	research	research	NOUN
fcis-15121	2	10	on	on	ADP
fcis-15121	2	11	establishing	establish	VERB
fcis-15121	2	12	inbound	inbound	ADJ
fcis-15121	2	13	strategies	strategy	NOUN
fcis-15121	2	14	for	for	ADP
fcis-15121	2	15	supermarkets	supermarket	NOUN
fcis-15121	2	16	based	base	VERB
fcis-15121	2	17	on	on	ADP
fcis-15121	2	18	lstm	lstm	NOUN
fcis-15121	2	19	and	and	CCONJ
fcis-15121	2	20	gaussian	gaussian	ADJ
fcis-15121	2	21	process	process	NOUN
fcis-15121	2	22	regression	regression	NOUN
fcis-15121	2	23	modeling	model	VERB
fcis-15121	2	24	wei	wei	PROPN
fcis-15121	2	25	weng	weng	PROPN
fcis-15121	2	26	†	†	PROPN
fcis-15121	2	27	,	,	PUNCT
fcis-15121	2	28	yifu	yifu	VERB
fcis-15121	2	29	lin	lin	PROPN
fcis-15121	2	30	†	†	PROPN
fcis-15121	2	31	and	and	CCONJ
fcis-15121	2	32	jiawei	jiawei	PROPN
fcis-15121	2	33	wu	wu	PROPN
fcis-15121	2	34	†	†	PROPN
fcis-15121	2	35	school	school	PROPN
fcis-15121	2	36	of	of	ADP
fcis-15121	2	37	internet	internet	NOUN
fcis-15121	2	38	economics	economic	NOUN
fcis-15121	2	39	and	and	CCONJ
fcis-15121	2	40	business	business	NOUN
fcis-15121	2	41	,	,	PUNCT
fcis-15121	2	42	fujian	fujian	PROPN
fcis-15121	2	43	university	university	PROPN
fcis-15121	2	44	of	of	ADP
fcis-15121	2	45	technology	technology	PROPN
fcis-15121	2	46	,	,	PUNCT
fcis-15121	2	47	fuzhou	fuzhou	PROPN
fcis-15121	2	48	,	,	PUNCT
fcis-15121	2	49	china	china	PROPN
fcis-15121	2	50	†	†	PROPN
fcis-15121	2	51	these	these	DET
fcis-15121	2	52	authors	author	NOUN
fcis-15121	2	53	also	also	ADV
fcis-15121	2	54	contributed	contribute	VERB
fcis-15121	2	55	equally	equally	ADV
fcis-15121	2	56	to	to	ADP
fcis-15121	2	57	this	this	DET
fcis-15121	2	58	work	work	NOUN
fcis-15121	2	59	abstract	abstract	NOUN
fcis-15121	2	60	:	:	PUNCT
fcis-15121	2	61	this	this	DET
fcis-15121	2	62	paper	paper	NOUN
fcis-15121	2	63	provides	provide	VERB
fcis-15121	2	64	an	an	DET
fcis-15121	2	65	in	in	ADP
fcis-15121	2	66	-	-	PUNCT
fcis-15121	2	67	depth	depth	NOUN
fcis-15121	2	68	study	study	NOUN
fcis-15121	2	69	on	on	ADP
fcis-15121	2	70	the	the	DET
fcis-15121	2	71	challenges	challenge	NOUN
fcis-15121	2	72	of	of	ADP
fcis-15121	2	73	vegetable	vegetable	NOUN
fcis-15121	2	74	merchandising	merchandising	NOUN
fcis-15121	2	75	in	in	ADP
fcis-15121	2	76	fresh	fresh	ADJ
fcis-15121	2	77	produce	produce	NOUN
fcis-15121	2	78	supermarkets	supermarket	NOUN
fcis-15121	2	79	,	,	PUNCT
fcis-15121	2	80	aiming	aim	VERB
fcis-15121	2	81	to	to	PART
fcis-15121	2	82	provide	provide	VERB
fcis-15121	2	83	a	a	DET
fcis-15121	2	84	comprehensive	comprehensive	ADJ
fcis-15121	2	85	set	set	NOUN
fcis-15121	2	86	of	of	ADP
fcis-15121	2	87	management	management	NOUN
fcis-15121	2	88	strategies	strategy	NOUN
fcis-15121	2	89	to	to	PART
fcis-15121	2	90	optimize	optimize	VERB
fcis-15121	2	91	supermarket	supermarket	NOUN
fcis-15121	2	92	operations	operation	NOUN
fcis-15121	2	93	.	.	PUNCT
fcis-15121	3	1	first	first	ADV
fcis-15121	3	2	,	,	PUNCT
fcis-15121	3	3	the	the	DET
fcis-15121	3	4	sales	sale	NOUN
fcis-15121	3	5	volume	volume	NOUN
fcis-15121	3	6	and	and	CCONJ
fcis-15121	3	7	sales	sale	NOUN
fcis-15121	3	8	of	of	ADP
fcis-15121	3	9	six	six	NUM
fcis-15121	3	10	types	type	NOUN
fcis-15121	3	11	of	of	ADP
fcis-15121	3	12	vegetables	vegetable	NOUN
fcis-15121	3	13	were	be	AUX
fcis-15121	3	14	analyzed	analyze	VERB
fcis-15121	3	15	by	by	ADP
fcis-15121	3	16	descriptive	descriptive	ADJ
fcis-15121	3	17	statistics	statistic	NOUN
fcis-15121	3	18	and	and	CCONJ
fcis-15121	3	19	the	the	DET
fcis-15121	3	20	cyclical	cyclical	ADJ
fcis-15121	3	21	trend	trend	NOUN
fcis-15121	3	22	was	be	AUX
fcis-15121	3	23	explored	explore	VERB
fcis-15121	3	24	by	by	ADP
fcis-15121	3	25	time	time	NOUN
fcis-15121	3	26	series	series	PROPN
fcis-15121	3	27	processing	processing	NOUN
fcis-15121	3	28	;	;	PUNCT
fcis-15121	3	29	second	second	ADJ
fcis-15121	3	30	,	,	PUNCT
fcis-15121	3	31	good	good	ADJ
fcis-15121	3	32	correlations	correlation	NOUN
fcis-15121	3	33	between	between	ADP
fcis-15121	3	34	edibles	edible	NOUN
fcis-15121	3	35	and	and	CCONJ
fcis-15121	3	36	aquatic	aquatic	ADJ
fcis-15121	3	37	roots	root	NOUN
fcis-15121	3	38	and	and	CCONJ
fcis-15121	3	39	tubers	tuber	NOUN
fcis-15121	3	40	as	as	ADV
fcis-15121	3	41	well	well	ADV
fcis-15121	3	42	as	as	ADP
fcis-15121	3	43	edibles	edible	NOUN
fcis-15121	3	44	and	and	CCONJ
fcis-15121	3	45	eggplants	eggplant	NOUN
fcis-15121	3	46	were	be	AUX
fcis-15121	3	47	found	find	VERB
fcis-15121	3	48	by	by	ADP
fcis-15121	3	49	plotting	plot	VERB
fcis-15121	3	50	correlation	correlation	NOUN
fcis-15121	3	51	matrices	matrix	NOUN
fcis-15121	3	52	and	and	CCONJ
fcis-15121	3	53	heat	heat	NOUN
fcis-15121	3	54	maps	map	NOUN
fcis-15121	3	55	of	of	ADP
fcis-15121	3	56	spearman	spearman	NOUN
fcis-15121	3	57	's	's	PART
fcis-15121	3	58	coefficients	coefficient	NOUN
fcis-15121	3	59	.	.	PUNCT
fcis-15121	4	1	next	next	ADV
fcis-15121	4	2	,	,	PUNCT
fcis-15121	4	3	this	this	DET
fcis-15121	4	4	paper	paper	NOUN
fcis-15121	4	5	analyzed	analyze	VERB
fcis-15121	4	6	the	the	DET
fcis-15121	4	7	relationship	relationship	NOUN
fcis-15121	4	8	between	between	ADP
fcis-15121	4	9	cost	cost	NOUN
fcis-15121	4	10	-	-	PUNCT
fcis-15121	4	11	plus	plus	CCONJ
fcis-15121	4	12	pricing	pricing	NOUN
fcis-15121	4	13	and	and	CCONJ
fcis-15121	4	14	total	total	ADJ
fcis-15121	4	15	sales	sale	NOUN
fcis-15121	4	16	and	and	CCONJ
fcis-15121	4	17	predicted	predict	VERB
fcis-15121	4	18	the	the	DET
fcis-15121	4	19	total	total	ADJ
fcis-15121	4	20	replenishment	replenishment	NOUN
fcis-15121	4	21	and	and	CCONJ
fcis-15121	4	22	pricing	pricing	NOUN
fcis-15121	4	23	of	of	ADP
fcis-15121	4	24	vegetables	vegetable	NOUN
fcis-15121	4	25	in	in	ADP
fcis-15121	4	26	the	the	DET
fcis-15121	4	27	coming	come	VERB
fcis-15121	4	28	week	week	NOUN
fcis-15121	4	29	using	use	VERB
fcis-15121	4	30	an	an	DET
fcis-15121	4	31	lstm	lstm	ADJ
fcis-15121	4	32	time	time	NOUN
fcis-15121	4	33	series	series	PROPN
fcis-15121	4	34	forecasting	forecasting	NOUN
fcis-15121	4	35	model	model	NOUN
fcis-15121	4	36	and	and	CCONJ
fcis-15121	4	37	evaluated	evaluate	VERB
fcis-15121	4	38	the	the	DET
fcis-15121	4	39	model	model	NOUN
fcis-15121	4	40	performance	performance	NOUN
fcis-15121	4	41	using	use	VERB
fcis-15121	4	42	root	root	NOUN
fcis-15121	4	43	mean	mean	ADJ
fcis-15121	4	44	square	square	ADJ
fcis-15121	4	45	error	error	NOUN
fcis-15121	4	46	(	(	PUNCT
fcis-15121	4	47	rmse	rmse	NOUN
fcis-15121	4	48	)	)	PUNCT
fcis-15121	4	49	.	.	PUNCT
fcis-15121	5	1	finally	finally	ADV
fcis-15121	5	2	,	,	PUNCT
fcis-15121	5	3	a	a	DET
fcis-15121	5	4	gaussian	gaussian	ADJ
fcis-15121	5	5	regression	regression	NOUN
fcis-15121	5	6	model	model	NOUN
fcis-15121	5	7	was	be	AUX
fcis-15121	5	8	used	use	VERB
fcis-15121	5	9	to	to	PART
fcis-15121	5	10	predict	predict	VERB
fcis-15121	5	11	a	a	DET
fcis-15121	5	12	small	small	ADJ
fcis-15121	5	13	sample	sample	NOUN
fcis-15121	5	14	of	of	ADP
fcis-15121	5	15	data	datum	NOUN
fcis-15121	5	16	to	to	PART
fcis-15121	5	17	develop	develop	VERB
fcis-15121	5	18	an	an	DET
fcis-15121	5	19	optimal	optimal	ADJ
fcis-15121	5	20	replenishment	replenishment	NOUN
fcis-15121	5	21	volume	volume	NOUN
fcis-15121	5	22	and	and	CCONJ
fcis-15121	5	23	pricing	pricing	NOUN
fcis-15121	5	24	strategy	strategy	NOUN
fcis-15121	5	25	for	for	ADP
fcis-15121	5	26	the	the	DET
fcis-15121	5	27	superstore	superstore	NOUN
fcis-15121	5	28	,	,	PUNCT
fcis-15121	5	29	which	which	PRON
fcis-15121	5	30	maximized	maximize	VERB
fcis-15121	5	31	the	the	DET
fcis-15121	5	32	superstore	superstore	NOUN
fcis-15121	5	33	's	's	PART
fcis-15121	5	34	revenue	revenue	NOUN
fcis-15121	5	35	.	.	PUNCT
fcis-15121	6	1	the	the	DET
fcis-15121	6	2	results	result	NOUN
fcis-15121	6	3	of	of	ADP
fcis-15121	6	4	the	the	DET
fcis-15121	6	5	study	study	NOUN
fcis-15121	6	6	show	show	VERB
fcis-15121	6	7	that	that	SCONJ
fcis-15121	6	8	the	the	DET
fcis-15121	6	9	inventory	inventory	NOUN
fcis-15121	6	10	management	management	NOUN
fcis-15121	6	11	efficiency	efficiency	NOUN
fcis-15121	6	12	of	of	ADP
fcis-15121	6	13	fresh	fresh	ADJ
fcis-15121	6	14	supermarkets	supermarket	NOUN
fcis-15121	6	15	can	can	AUX
fcis-15121	6	16	be	be	AUX
fcis-15121	6	17	effectively	effectively	ADV
fcis-15121	6	18	improved	improve	VERB
fcis-15121	6	19	by	by	ADP
fcis-15121	6	20	these	these	DET
fcis-15121	6	21	methods	method	NOUN
fcis-15121	6	22	.	.	PUNCT
fcis-15121	7	1	keywords	keyword	NOUN
fcis-15121	7	2	:	:	PUNCT
fcis-15121	7	3	vegetable	vegetable	NOUN
fcis-15121	7	4	commodity	commodity	NOUN
fcis-15121	7	5	management	management	NOUN
fcis-15121	7	6	;	;	PUNCT
fcis-15121	7	7	time	time	NOUN
fcis-15121	7	8	series	series	PROPN
fcis-15121	7	9	forecasting	forecasting	NOUN
fcis-15121	7	10	;	;	PUNCT
fcis-15121	7	11	lstm	lstm	NOUN
fcis-15121	7	12	;	;	PUNCT
fcis-15121	7	13	gaussian	gaussian	ADJ
fcis-15121	7	14	regression	regression	NOUN
fcis-15121	7	15	modeling	modeling	NOUN
fcis-15121	7	16	.	.	PUNCT
fcis-15121	8	1	1	1	X
fcis-15121	8	2	.	.	X
fcis-15121	8	3	introduction	introduction	NOUN
fcis-15121	8	4	fresh	fresh	ADJ
fcis-15121	8	5	food	food	NOUN
fcis-15121	8	6	supermarkets	supermarket	NOUN
fcis-15121	8	7	play	play	VERB
fcis-15121	8	8	a	a	DET
fcis-15121	8	9	key	key	ADJ
fcis-15121	8	10	role	role	NOUN
fcis-15121	8	11	in	in	ADP
fcis-15121	8	12	the	the	DET
fcis-15121	8	13	daily	daily	ADJ
fcis-15121	8	14	lives	life	NOUN
fcis-15121	8	15	of	of	ADP
fcis-15121	8	16	residents	resident	NOUN
fcis-15121	8	17	by	by	ADP
fcis-15121	8	18	providing	provide	VERB
fcis-15121	8	19	them	they	PRON
fcis-15121	8	20	with	with	ADP
fcis-15121	8	21	fresh	fresh	ADJ
fcis-15121	8	22	vegetables	vegetable	NOUN
fcis-15121	8	23	,	,	PUNCT
fcis-15121	8	24	fruits	fruit	NOUN
fcis-15121	8	25	,	,	PUNCT
fcis-15121	8	26	and	and	CCONJ
fcis-15121	8	27	other	other	ADJ
fcis-15121	8	28	ingredients	ingredient	NOUN
fcis-15121	8	29	,	,	PUNCT
fcis-15121	8	30	ensuring	ensure	VERB
fcis-15121	8	31	convenient	convenient	ADJ
fcis-15121	8	32	,	,	PUNCT
fcis-15121	8	33	dependable	dependable	ADJ
fcis-15121	8	34	,	,	PUNCT
fcis-15121	8	35	and	and	CCONJ
fcis-15121	8	36	diversified	diversify	VERB
fcis-15121	8	37	food	food	NOUN
fcis-15121	8	38	choices	choice	NOUN
fcis-15121	8	39	.	.	PUNCT
fcis-15121	9	1	reasonable	reasonable	ADJ
fcis-15121	9	2	replenishment	replenishment	NOUN
fcis-15121	9	3	and	and	CCONJ
fcis-15121	9	4	pricing	pricing	NOUN
fcis-15121	9	5	strategies	strategy	NOUN
fcis-15121	9	6	are	be	AUX
fcis-15121	9	7	crucial	crucial	ADJ
fcis-15121	9	8	in	in	ADP
fcis-15121	9	9	the	the	DET
fcis-15121	9	10	operation	operation	NOUN
fcis-15121	9	11	of	of	ADP
fcis-15121	9	12	these	these	DET
fcis-15121	9	13	supermarkets	supermarket	NOUN
fcis-15121	9	14	,	,	PUNCT
fcis-15121	9	15	especially	especially	ADV
fcis-15121	9	16	for	for	ADP
fcis-15121	9	17	vegetable	vegetable	NOUN
fcis-15121	9	18	items	item	NOUN
fcis-15121	9	19	with	with	ADP
fcis-15121	9	20	a	a	DET
fcis-15121	9	21	short	short	ADJ
fcis-15121	9	22	shelf	shelf	NOUN
fcis-15121	9	23	life	life	NOUN
fcis-15121	9	24	.	.	PUNCT
fcis-15121	10	1	this	this	DET
fcis-15121	10	2	paper	paper	NOUN
fcis-15121	10	3	investigates	investigate	VERB
fcis-15121	10	4	automatic	automatic	ADJ
fcis-15121	10	5	pricing	pricing	NOUN
fcis-15121	10	6	and	and	CCONJ
fcis-15121	10	7	replenishment	replenishment	NOUN
fcis-15121	10	8	strategies	strategy	NOUN
fcis-15121	10	9	based	base	VERB
fcis-15121	10	10	on	on	ADP
fcis-15121	10	11	data	datum	NOUN
fcis-15121	10	12	on	on	ADP
fcis-15121	10	13	wholesale	wholesale	ADJ
fcis-15121	10	14	prices	price	NOUN
fcis-15121	10	15	,	,	PUNCT
fcis-15121	10	16	wastage	wastage	NOUN
fcis-15121	10	17	rates	rate	NOUN
fcis-15121	10	18	and	and	CCONJ
fcis-15121	10	19	sales	sale	NOUN
fcis-15121	10	20	volumes	volume	NOUN
fcis-15121	10	21	of	of	ADP
fcis-15121	10	22	vegetables	vegetable	NOUN
fcis-15121	10	23	,	,	PUNCT
fcis-15121	10	24	aiming	aim	VERB
fcis-15121	10	25	to	to	PART
fcis-15121	10	26	improve	improve	VERB
fcis-15121	10	27	the	the	DET
fcis-15121	10	28	operational	operational	ADJ
fcis-15121	10	29	efficiency	efficiency	NOUN
fcis-15121	10	30	and	and	CCONJ
fcis-15121	10	31	profitability	profitability	NOUN
fcis-15121	10	32	of	of	ADP
fcis-15121	10	33	fresh	fresh	ADJ
fcis-15121	10	34	food	food	NOUN
fcis-15121	10	35	supermarkets	supermarket	NOUN
fcis-15121	10	36	.	.	PUNCT
fcis-15121	11	1	the	the	DET
fcis-15121	11	2	study	study	NOUN
fcis-15121	11	3	first	first	ADV
fcis-15121	11	4	analyzes	analyze	VERB
fcis-15121	11	5	the	the	DET
fcis-15121	11	6	sales	sale	NOUN
fcis-15121	11	7	distribution	distribution	NOUN
fcis-15121	11	8	patterns	pattern	NOUN
fcis-15121	11	9	and	and	CCONJ
fcis-15121	11	10	interrelationships	interrelationship	NOUN
fcis-15121	11	11	between	between	ADP
fcis-15121	11	12	different	different	ADJ
fcis-15121	11	13	vegetable	vegetable	NOUN
fcis-15121	11	14	categories	category	NOUN
fcis-15121	11	15	and	and	CCONJ
fcis-15121	11	16	individual	individual	ADJ
fcis-15121	11	17	products	product	NOUN
fcis-15121	11	18	,	,	PUNCT
fcis-15121	11	19	and	and	CCONJ
fcis-15121	11	20	then	then	ADV
fcis-15121	11	21	proposes	propose	VERB
fcis-15121	11	22	a	a	DET
fcis-15121	11	23	pricing	pricing	NOUN
fcis-15121	11	24	strategy	strategy	NOUN
fcis-15121	11	25	and	and	CCONJ
fcis-15121	11	26	replenishment	replenishment	NOUN
fcis-15121	11	27	volume	volume	NOUN
fcis-15121	11	28	planning	planning	NOUN
fcis-15121	11	29	for	for	ADP
fcis-15121	11	30	vegetables	vegetable	NOUN
fcis-15121	11	31	during	during	ADP
fcis-15121	11	32	the	the	DET
fcis-15121	11	33	week	week	NOUN
fcis-15121	11	34	to	to	PART
fcis-15121	11	35	maximize	maximize	VERB
fcis-15121	11	36	benefits	benefit	NOUN
fcis-15121	11	37	.	.	PUNCT
fcis-15121	12	1	this	this	DET
fcis-15121	12	2	paper	paper	NOUN
fcis-15121	12	3	will	will	AUX
fcis-15121	12	4	also	also	ADV
fcis-15121	12	5	consider	consider	VERB
fcis-15121	12	6	the	the	DET
fcis-15121	12	7	market	market	NOUN
fcis-15121	12	8	demand	demand	NOUN
fcis-15121	12	9	and	and	CCONJ
fcis-15121	12	10	product	product	NOUN
fcis-15121	12	11	diversity	diversity	NOUN
fcis-15121	12	12	and	and	CCONJ
fcis-15121	12	13	formulate	formulate	VERB
fcis-15121	12	14	the	the	DET
fcis-15121	12	15	replenishment	replenishment	NOUN
fcis-15121	12	16	volume	volume	NOUN
fcis-15121	12	17	and	and	CCONJ
fcis-15121	12	18	pricing	pricing	NOUN
fcis-15121	12	19	strategy	strategy	NOUN
fcis-15121	12	20	for	for	ADP
fcis-15121	12	21	the	the	DET
fcis-15121	12	22	vegetable	vegetable	NOUN
fcis-15121	12	23	varieties	variety	NOUN
fcis-15121	12	24	that	that	PRON
fcis-15121	12	25	can	can	AUX
fcis-15121	12	26	be	be	AUX
fcis-15121	12	27	sold	sell	VERB
fcis-15121	12	28	in	in	ADP
fcis-15121	12	29	a	a	DET
fcis-15121	12	30	specific	specific	ADJ
fcis-15121	12	31	time	time	NOUN
fcis-15121	12	32	,	,	PUNCT
fcis-15121	12	33	to	to	PART
fcis-15121	12	34	ensure	ensure	VERB
fcis-15121	12	35	the	the	DET
fcis-15121	12	36	diversity	diversity	NOUN
fcis-15121	12	37	of	of	ADP
fcis-15121	12	38	products	product	NOUN
fcis-15121	12	39	and	and	CCONJ
fcis-15121	12	40	at	at	ADP
fcis-15121	12	41	the	the	DET
fcis-15121	12	42	same	same	ADJ
fcis-15121	12	43	time	time	NOUN
fcis-15121	12	44	,	,	PUNCT
fcis-15121	12	45	maximize	maximize	VERB
fcis-15121	12	46	the	the	DET
fcis-15121	12	47	interests	interest	NOUN
fcis-15121	12	48	of	of	ADP
fcis-15121	12	49	the	the	DET
fcis-15121	12	50	superstore	superstore	NOUN
fcis-15121	12	51	.	.	PUNCT
fcis-15121	13	1	2	2	X
fcis-15121	13	2	.	.	X
fcis-15121	13	3	relevance	relevance	NOUN
fcis-15121	13	4	analysis	analysis	NOUN
fcis-15121	13	5	2.1	2.1	NUM
fcis-15121	13	6	.	.	PUNCT
fcis-15121	14	1	data	datum	NOUN
fcis-15121	14	2	preprocessing	preprocessing	NOUN
fcis-15121	14	3	and	and	CCONJ
fcis-15121	14	4	statistical	statistical	ADJ
fcis-15121	14	5	description	description	NOUN
fcis-15121	14	6	the	the	DET
fcis-15121	14	7	descriptive	descriptive	ADJ
fcis-15121	14	8	statistics	statistic	NOUN
fcis-15121	14	9	section	section	NOUN
fcis-15121	14	10	of	of	ADP
fcis-15121	14	11	this	this	DET
fcis-15121	14	12	paper	paper	NOUN
fcis-15121	14	13	focuses	focus	VERB
fcis-15121	14	14	on	on	ADP
fcis-15121	14	15	analyzing	analyze	VERB
fcis-15121	14	16	the	the	DET
fcis-15121	14	17	distribution	distribution	NOUN
fcis-15121	14	18	of	of	ADP
fcis-15121	14	19	sales	sale	NOUN
fcis-15121	14	20	volume	volume	NOUN
fcis-15121	14	21	of	of	ADP
fcis-15121	14	22	six	six	NUM
fcis-15121	14	23	vegetable	vegetable	ADJ
fcis-15121	14	24	categories	category	NOUN
fcis-15121	14	25	.	.	PUNCT
fcis-15121	15	1	through	through	ADP
fcis-15121	15	2	the	the	DET
fcis-15121	15	3	presentation	presentation	NOUN
fcis-15121	15	4	of	of	ADP
fcis-15121	15	5	figure	figure	NOUN
fcis-15121	15	6	1	1	NUM
fcis-15121	15	7	,	,	PUNCT
fcis-15121	15	8	it	it	PRON
fcis-15121	15	9	is	be	AUX
fcis-15121	15	10	learned	learn	VERB
fcis-15121	15	11	that	that	SCONJ
fcis-15121	15	12	the	the	DET
fcis-15121	15	13	sales	sale	NOUN
fcis-15121	15	14	volume	volume	NOUN
fcis-15121	15	15	is	be	AUX
fcis-15121	15	16	,	,	PUNCT
fcis-15121	15	17	in	in	ADP
fcis-15121	15	18	descending	descend	VERB
fcis-15121	15	19	order	order	NOUN
fcis-15121	15	20	,	,	PUNCT
fcis-15121	15	21	the	the	DET
fcis-15121	15	22	flower	flower	NOUN
fcis-15121	15	23	and	and	CCONJ
fcis-15121	15	24	leaf	leaf	NOUN
fcis-15121	15	25	category	category	NOUN
fcis-15121	15	26	,	,	PUNCT
fcis-15121	15	27	the	the	DET
fcis-15121	15	28	pepper	pepper	NOUN
fcis-15121	15	29	category	category	NOUN
fcis-15121	15	30	,	,	PUNCT
fcis-15121	15	31	the	the	DET
fcis-15121	15	32	edible	edible	ADJ
fcis-15121	15	33	mushrooms	mushroom	NOUN
fcis-15121	15	34	,	,	PUNCT
fcis-15121	15	35	the	the	DET
fcis-15121	15	36	aquatic	aquatic	ADJ
fcis-15121	15	37	root	root	NOUN
fcis-15121	15	38	and	and	CCONJ
fcis-15121	15	39	tuber	tuber	NOUN
fcis-15121	15	40	category	category	NOUN
fcis-15121	15	41	,	,	PUNCT
fcis-15121	15	42	and	and	CCONJ
fcis-15121	15	43	the	the	DET
fcis-15121	15	44	cauliflower	cauliflower	NOUN
fcis-15121	15	45	category	category	NOUN
fcis-15121	15	46	.	.	PUNCT
fcis-15121	16	1	in	in	ADP
fcis-15121	16	2	addition	addition	NOUN
fcis-15121	16	3	,	,	PUNCT
fcis-15121	16	4	by	by	ADP
fcis-15121	16	5	analyzing	analyze	VERB
fcis-15121	16	6	the	the	DET
fcis-15121	16	7	ranking	ranking	NOUN
fcis-15121	16	8	of	of	ADP
fcis-15121	16	9	sales	sale	NOUN
fcis-15121	16	10	volume	volume	NOUN
fcis-15121	16	11	of	of	ADP
fcis-15121	16	12	individual	individual	ADJ
fcis-15121	16	13	items	item	NOUN
fcis-15121	16	14	,	,	PUNCT
fcis-15121	16	15	this	this	DET
fcis-15121	16	16	paper	paper	NOUN
fcis-15121	16	17	identifies	identify	VERB
fcis-15121	16	18	the	the	DET
fcis-15121	16	19	vegetable	vegetable	NOUN
fcis-15121	16	20	items	item	NOUN
fcis-15121	16	21	with	with	ADP
fcis-15121	16	22	the	the	DET
fcis-15121	16	23	highest	high	ADJ
fcis-15121	16	24	sales	sale	NOUN
fcis-15121	16	25	volume	volume	NOUN
fcis-15121	16	26	,	,	PUNCT
fcis-15121	16	27	in	in	ADP
fcis-15121	16	28	which	which	PRON
fcis-15121	16	29	xixia	xixia	PROPN
fcis-15121	16	30	mushrooms	mushroom	NOUN
fcis-15121	16	31	,	,	PUNCT
fcis-15121	16	32	broccoli	broccoli	NOUN
fcis-15121	16	33	,	,	PUNCT
fcis-15121	16	34	wuhu	wuhu	PROPN
fcis-15121	16	35	green	green	PROPN
fcis-15121	16	36	peppers	pepper	NOUN
fcis-15121	16	37	,	,	PUNCT
fcis-15121	16	38	and	and	CCONJ
fcis-15121	16	39	millet	millet	NOUN
fcis-15121	16	40	peppers	pepper	NOUN
fcis-15121	16	41	are	be	AUX
fcis-15121	16	42	ranked	rank	VERB
fcis-15121	16	43	among	among	ADP
fcis-15121	16	44	the	the	DET
fcis-15121	16	45	top	top	ADJ
fcis-15121	16	46	four	four	NUM
fcis-15121	16	47	,	,	PUNCT
fcis-15121	16	48	which	which	PRON
fcis-15121	16	49	indicates	indicate	VERB
fcis-15121	16	50	the	the	DET
fcis-15121	16	51	degree	degree	NOUN
fcis-15121	16	52	of	of	ADP
fcis-15121	16	53	hot	hot	ADJ
fcis-15121	16	54	sales	sale	NOUN
fcis-15121	16	55	of	of	ADP
fcis-15121	16	56	these	these	DET
fcis-15121	16	57	categories	category	NOUN
fcis-15121	16	58	in	in	ADP
fcis-15121	16	59	the	the	DET
fcis-15121	16	60	market	market	NOUN
fcis-15121	16	61	.	.	PUNCT
fcis-15121	17	1	this	this	DET
fcis-15121	17	2	analysis	analysis	NOUN
fcis-15121	17	3	provides	provide	VERB
fcis-15121	17	4	an	an	DET
fcis-15121	17	5	important	important	ADJ
fcis-15121	17	6	basis	basis	NOUN
fcis-15121	17	7	for	for	ADP
fcis-15121	17	8	further	further	ADJ
fcis-15121	17	9	pricing	pricing	NOUN
fcis-15121	17	10	strategies	strategy	NOUN
fcis-15121	17	11	and	and	CCONJ
fcis-15121	17	12	replenishment	replenishment	NOUN
fcis-15121	17	13	plans	plan	NOUN
fcis-15121	17	14	.	.	PUNCT
fcis-15121	18	1	figure	figure	VERB
fcis-15121	18	2	1	1	NUM
fcis-15121	18	3	.	.	PUNCT
fcis-15121	19	1	pie	pie	NOUN
fcis-15121	19	2	chart	chart	NOUN
fcis-15121	19	3	of	of	ADP
fcis-15121	19	4	sales	sale	NOUN
fcis-15121	19	5	volume	volume	NOUN
fcis-15121	19	6	of	of	ADP
fcis-15121	19	7	six	six	NUM
fcis-15121	19	8	categories	category	NOUN
fcis-15121	19	9	after	after	ADP
fcis-15121	19	10	that	that	PRON
fcis-15121	19	11	,	,	PUNCT
fcis-15121	19	12	in	in	ADP
fcis-15121	19	13	this	this	DET
fcis-15121	19	14	paper	paper	NOUN
fcis-15121	19	15	,	,	PUNCT
fcis-15121	19	16	the	the	DET
fcis-15121	19	17	major	major	ADJ
fcis-15121	19	18	categories	category	NOUN
fcis-15121	19	19	of	of	ADP
fcis-15121	19	20	vegetable	vegetable	NOUN
fcis-15121	19	21	sales	sale	NOUN
fcis-15121	19	22	are	be	AUX
fcis-15121	19	23	processed	process	VERB
fcis-15121	19	24	in	in	ADP
fcis-15121	19	25	time	time	NOUN
fcis-15121	19	26	series	series	NOUN
fcis-15121	19	27	to	to	PART
fcis-15121	19	28	check	check	VERB
fcis-15121	19	29	whether	whether	SCONJ
fcis-15121	19	30	the	the	DET
fcis-15121	19	31	data	datum	NOUN
fcis-15121	19	32	has	have	VERB
fcis-15121	19	33	a	a	DET
fcis-15121	19	34	significant	significant	ADJ
fcis-15121	19	35	periodicity	periodicity	NOUN
fcis-15121	19	36	or	or	CCONJ
fcis-15121	19	37	trend	trend	NOUN
fcis-15121	20	1	[	[	X
fcis-15121	20	2	1	1	NUM
fcis-15121	20	3	]	]	PUNCT
fcis-15121	20	4	,	,	PUNCT
fcis-15121	20	5	and	and	CCONJ
fcis-15121	20	6	the	the	DET
fcis-15121	20	7	six	six	NUM
fcis-15121	20	8	categories	category	NOUN
fcis-15121	20	9	are	be	AUX
fcis-15121	20	10	sorted	sort	VERB
fcis-15121	20	11	in	in	ADP
fcis-15121	20	12	chronological	chronological	ADJ
fcis-15121	20	13	order	order	NOUN
fcis-15121	20	14	through	through	ADP
fcis-15121	20	15	matlab	matlab	PROPN
fcis-15121	20	16	output	output	NOUN
fcis-15121	20	17	as	as	SCONJ
fcis-15121	20	18	shown	show	VERB
fcis-15121	20	19	in	in	ADP
fcis-15121	20	20	figure	figure	NOUN
fcis-15121	20	21	.	.	PUNCT
fcis-15121	21	1	2	2	X
fcis-15121	21	2	.	.	X
fcis-15121	21	3	figure	figure	NOUN
fcis-15121	21	4	2	2	NUM
fcis-15121	21	5	.	.	PUNCT
fcis-15121	21	6	timeline	timeline	NOUN
fcis-15121	21	7	diagram	diagram	NOUN
fcis-15121	21	8	of	of	ADP
fcis-15121	21	9	sales	sale	NOUN
fcis-15121	21	10	change	change	NOUN
fcis-15121	21	11	of	of	ADP
fcis-15121	21	12	six	six	NUM
fcis-15121	21	13	major	major	ADJ
fcis-15121	21	14	vegetable	vegetable	NOUN
fcis-15121	21	15	categories	category	NOUN
fcis-15121	21	16	49	49	NUM
fcis-15121	21	17	from	from	ADP
fcis-15121	21	18	figure	figure	NOUN
fcis-15121	21	19	2	2	NUM
fcis-15121	21	20	,	,	PUNCT
fcis-15121	21	21	it	it	PRON
fcis-15121	21	22	is	be	AUX
fcis-15121	21	23	not	not	PART
fcis-15121	21	24	difficult	difficult	ADJ
fcis-15121	21	25	to	to	PART
fcis-15121	21	26	find	find	VERB
fcis-15121	21	27	the	the	DET
fcis-15121	21	28	following	following	NOUN
fcis-15121	21	29	in	in	ADP
fcis-15121	21	30	this	this	DET
fcis-15121	21	31	paper	paper	NOUN
fcis-15121	21	32	:	:	PUNCT
fcis-15121	21	33	firstly	firstly	ADV
fcis-15121	21	34	,	,	PUNCT
fcis-15121	21	35	sales	sale	NOUN
fcis-15121	21	36	change	change	NOUN
fcis-15121	21	37	over	over	ADP
fcis-15121	21	38	time	time	NOUN
fcis-15121	21	39	with	with	ADP
fcis-15121	21	40	obvious	obvious	ADJ
fcis-15121	21	41	peaks	peak	NOUN
fcis-15121	21	42	and	and	CCONJ
fcis-15121	21	43	troughs	trough	NOUN
fcis-15121	21	44	,	,	PUNCT
fcis-15121	21	45	and	and	CCONJ
fcis-15121	21	46	there	there	PRON
fcis-15121	21	47	are	be	VERB
fcis-15121	21	48	obvious	obvious	ADJ
fcis-15121	21	49	patterns	pattern	NOUN
fcis-15121	21	50	of	of	ADP
fcis-15121	21	51	change	change	NOUN
fcis-15121	21	52	and	and	CCONJ
fcis-15121	21	53	cyclical	cyclical	ADJ
fcis-15121	21	54	fluctuations	fluctuation	NOUN
fcis-15121	21	55	throughout	throughout	ADP
fcis-15121	21	56	the	the	DET
fcis-15121	21	57	year	year	NOUN
fcis-15121	21	58	.	.	PUNCT
fcis-15121	22	1	secondly	secondly	ADV
fcis-15121	22	2	,	,	PUNCT
fcis-15121	22	3	data	datum	NOUN
fcis-15121	22	4	that	that	DET
fcis-15121	22	5	fluctuate	fluctuate	NOUN
fcis-15121	22	6	significantly	significantly	ADV
fcis-15121	22	7	from	from	ADP
fcis-15121	22	8	the	the	DET
fcis-15121	22	9	above	above	ADJ
fcis-15121	22	10	data	datum	NOUN
fcis-15121	22	11	are	be	AUX
fcis-15121	22	12	discussed	discuss	VERB
fcis-15121	22	13	separately	separately	ADV
fcis-15121	22	14	in	in	ADP
fcis-15121	22	15	this	this	DET
fcis-15121	22	16	paper	paper	NOUN
fcis-15121	22	17	,	,	PUNCT
fcis-15121	22	18	and	and	CCONJ
fcis-15121	22	19	examples	example	NOUN
fcis-15121	22	20	of	of	ADP
fcis-15121	22	21	foliage	foliage	NOUN
fcis-15121	22	22	and	and	CCONJ
fcis-15121	22	23	chili	chili	NOUN
fcis-15121	22	24	peppers	pepper	NOUN
fcis-15121	22	25	are	be	AUX
fcis-15121	22	26	given	give	VERB
fcis-15121	22	27	here	here	ADV
fcis-15121	22	28	as	as	SCONJ
fcis-15121	22	29	shown	show	VERB
fcis-15121	22	30	in	in	ADP
fcis-15121	22	31	figures	figure	NOUN
fcis-15121	22	32	3	3	NUM
fcis-15121	22	33	and	and	CCONJ
fcis-15121	22	34	4	4	NUM
fcis-15121	22	35	.	.	X
fcis-15121	22	36	figure	figure	VERB
fcis-15121	22	37	3	3	NUM
fcis-15121	22	38	.	.	NOUN
fcis-15121	22	39	line	line	NOUN
fcis-15121	22	40	graph	graph	NOUN
fcis-15121	22	41	of	of	ADP
fcis-15121	22	42	the	the	DET
fcis-15121	22	43	time	time	NOUN
fcis-15121	22	44	evolution	evolution	NOUN
fcis-15121	22	45	of	of	ADP
fcis-15121	22	46	sales	sale	NOUN
fcis-15121	22	47	in	in	ADP
fcis-15121	22	48	the	the	DET
fcis-15121	22	49	chili	chili	NOUN
fcis-15121	22	50	pepper	pepper	NOUN
fcis-15121	22	51	category	category	NOUN
fcis-15121	22	52	figure	figure	VERB
fcis-15121	22	53	4	4	NUM
fcis-15121	22	54	.	.	NOUN
fcis-15121	22	55	time	time	NOUN
fcis-15121	22	56	series	series	NOUN
fcis-15121	22	57	of	of	ADP
fcis-15121	22	58	changes	change	NOUN
fcis-15121	22	59	in	in	ADP
fcis-15121	22	60	sales	sale	NOUN
fcis-15121	22	61	of	of	ADP
fcis-15121	22	62	flowers	flower	NOUN
fcis-15121	22	63	and	and	CCONJ
fcis-15121	22	64	foliages	foliage	VERB
fcis-15121	22	65	the	the	DET
fcis-15121	22	66	analysis	analysis	NOUN
fcis-15121	22	67	in	in	ADP
fcis-15121	22	68	this	this	DET
fcis-15121	22	69	paper	paper	NOUN
fcis-15121	22	70	reveals	reveal	VERB
fcis-15121	22	71	the	the	DET
fcis-15121	22	72	prominence	prominence	NOUN
fcis-15121	22	73	of	of	ADP
fcis-15121	22	74	the	the	DET
fcis-15121	22	75	leafy	leafy	ADJ
fcis-15121	22	76	and	and	CCONJ
fcis-15121	22	77	flowering	flower	VERB
fcis-15121	22	78	vegetable	vegetable	NOUN
fcis-15121	22	79	category	category	NOUN
fcis-15121	22	80	in	in	ADP
fcis-15121	22	81	terms	term	NOUN
fcis-15121	22	82	of	of	ADP
fcis-15121	22	83	sales	sale	NOUN
fcis-15121	22	84	,	,	PUNCT
fcis-15121	22	85	especially	especially	ADV
fcis-15121	22	86	when	when	SCONJ
fcis-15121	22	87	sales	sale	NOUN
fcis-15121	22	88	peak	peak	NOUN
fcis-15121	22	89	at	at	ADP
fcis-15121	22	90	specific	specific	ADJ
fcis-15121	22	91	times	time	NOUN
fcis-15121	22	92	of	of	ADP
fcis-15121	22	93	the	the	DET
fcis-15121	22	94	year	year	NOUN
fcis-15121	22	95	.	.	PUNCT
fcis-15121	23	1	this	this	DET
fcis-15121	23	2	pattern	pattern	NOUN
fcis-15121	23	3	may	may	AUX
fcis-15121	23	4	be	be	AUX
fcis-15121	23	5	closely	closely	ADV
fcis-15121	23	6	related	relate	VERB
fcis-15121	23	7	to	to	ADP
fcis-15121	23	8	consumer	consumer	NOUN
fcis-15121	23	9	preferences	preference	NOUN
fcis-15121	23	10	,	,	PUNCT
fcis-15121	23	11	geographic	geographic	ADJ
fcis-15121	23	12	location	location	NOUN
fcis-15121	23	13	,	,	PUNCT
fcis-15121	23	14	or	or	CCONJ
fcis-15121	23	15	seasonal	seasonal	ADJ
fcis-15121	23	16	events	event	NOUN
fcis-15121	23	17	.	.	PUNCT
fcis-15121	24	1	meanwhile	meanwhile	ADV
fcis-15121	24	2	,	,	PUNCT
fcis-15121	24	3	analysis	analysis	NOUN
fcis-15121	24	4	of	of	ADP
fcis-15121	24	5	the	the	DET
fcis-15121	24	6	data	datum	NOUN
fcis-15121	24	7	for	for	ADP
fcis-15121	24	8	the	the	DET
fcis-15121	24	9	chili	chili	NOUN
fcis-15121	24	10	pepper	pepper	NOUN
fcis-15121	24	11	vegetable	vegetable	NOUN
fcis-15121	24	12	category	category	NOUN
fcis-15121	24	13	revealed	reveal	VERB
fcis-15121	24	14	varying	vary	VERB
fcis-15121	24	15	degrees	degree	NOUN
fcis-15121	24	16	of	of	ADP
fcis-15121	24	17	fluctuation	fluctuation	NOUN
fcis-15121	24	18	at	at	ADP
fcis-15121	24	19	different	different	ADJ
fcis-15121	24	20	time	time	NOUN
fcis-15121	24	21	periods	period	NOUN
fcis-15121	24	22	(	(	PUNCT
fcis-15121	24	23	190	190	NUM
fcis-15121	24	24	days	day	NOUN
fcis-15121	24	25	ago	ago	ADV
fcis-15121	24	26	,	,	PUNCT
fcis-15121	24	27	190	190	NUM
fcis-15121	24	28	to	to	PART
fcis-15121	24	29	860	860	NUM
fcis-15121	24	30	days	day	NOUN
fcis-15121	24	31	,	,	PUNCT
fcis-15121	24	32	and	and	CCONJ
fcis-15121	24	33	860	860	NUM
fcis-15121	24	34	days	day	NOUN
fcis-15121	24	35	to	to	ADP
fcis-15121	24	36	the	the	DET
fcis-15121	24	37	end	end	NOUN
fcis-15121	24	38	of	of	ADP
fcis-15121	24	39	the	the	DET
fcis-15121	24	40	data	data	NOUN
fcis-15121	24	41	record	record	NOUN
fcis-15121	24	42	)	)	PUNCT
fcis-15121	24	43	.	.	PUNCT
fcis-15121	25	1	these	these	DET
fcis-15121	25	2	fluctuations	fluctuation	NOUN
fcis-15121	25	3	remained	remain	VERB
fcis-15121	25	4	consistent	consistent	ADJ
fcis-15121	25	5	in	in	ADP
fcis-15121	25	6	the	the	DET
fcis-15121	25	7	overall	overall	ADJ
fcis-15121	25	8	pattern	pattern	NOUN
fcis-15121	25	9	,	,	PUNCT
fcis-15121	25	10	but	but	CCONJ
fcis-15121	25	11	the	the	DET
fcis-15121	25	12	magnitude	magnitude	NOUN
fcis-15121	25	13	of	of	ADP
fcis-15121	25	14	fluctuations	fluctuation	NOUN
fcis-15121	25	15	increased	increase	VERB
fcis-15121	25	16	over	over	ADP
fcis-15121	25	17	time	time	NOUN
fcis-15121	25	18	on	on	ADP
fcis-15121	25	19	the	the	DET
fcis-15121	25	20	vertical	vertical	ADJ
fcis-15121	25	21	axis	axis	NOUN
fcis-15121	25	22	.	.	PUNCT
fcis-15121	26	1	this	this	DET
fcis-15121	26	2	phenomenon	phenomenon	NOUN
fcis-15121	26	3	may	may	AUX
fcis-15121	26	4	be	be	AUX
fcis-15121	26	5	related	relate	VERB
fcis-15121	26	6	to	to	ADP
fcis-15121	26	7	the	the	DET
fcis-15121	26	8	scarcity	scarcity	NOUN
fcis-15121	26	9	of	of	ADP
fcis-15121	26	10	chili	chili	NOUN
fcis-15121	26	11	pepper	pepper	NOUN
fcis-15121	26	12	supply	supply	NOUN
fcis-15121	26	13	or	or	CCONJ
fcis-15121	26	14	the	the	DET
fcis-15121	26	15	continued	continue	VERB
fcis-15121	26	16	decrease	decrease	NOUN
fcis-15121	26	17	in	in	ADP
fcis-15121	26	18	production	production	NOUN
fcis-15121	26	19	.	.	PUNCT
fcis-15121	27	1	2.2	2.2	NUM
fcis-15121	27	2	.	.	PUNCT
fcis-15121	28	1	correlation	correlation	NOUN
fcis-15121	28	2	analysis	analysis	NOUN
fcis-15121	28	3	the	the	DET
fcis-15121	28	4	correlation	correlation	NOUN
fcis-15121	28	5	coefficient	coefficient	NOUN
fcis-15121	28	6	matrix	matrix	NOUN
fcis-15121	28	7	is	be	AUX
fcis-15121	28	8	calculated	calculate	VERB
fcis-15121	28	9	as	as	SCONJ
fcis-15121	28	10	shown	show	VERB
fcis-15121	28	11	in	in	ADP
fcis-15121	28	12	figure	figure	NOUN
fcis-15121	28	13	5	5	NUM
fcis-15121	28	14	:	:	PUNCT
fcis-15121	28	15	figure	figure	NOUN
fcis-15121	28	16	5	5	NUM
fcis-15121	28	17	.	.	PUNCT
fcis-15121	28	18	matrix	matrix	NOUN
fcis-15121	28	19	of	of	ADP
fcis-15121	28	20	correlation	correlation	NOUN
fcis-15121	28	21	coefficients	coefficient	NOUN
fcis-15121	28	22	of	of	ADP
fcis-15121	28	23	sales	sale	NOUN
fcis-15121	28	24	volume	volume	NOUN
fcis-15121	28	25	of	of	ADP
fcis-15121	28	26	vegetables	vegetable	NOUN
fcis-15121	28	27	by	by	ADP
fcis-15121	28	28	category	category	NOUN
fcis-15121	28	29	this	this	DET
fcis-15121	28	30	paper	paper	NOUN
fcis-15121	28	31	continues	continue	VERB
fcis-15121	28	32	to	to	PART
fcis-15121	28	33	explore	explore	VERB
fcis-15121	28	34	in	in	ADP
fcis-15121	28	35	depth	depth	NOUN
fcis-15121	28	36	the	the	DET
fcis-15121	28	37	correlations	correlation	NOUN
fcis-15121	28	38	between	between	ADP
fcis-15121	28	39	different	different	ADJ
fcis-15121	28	40	vegetable	vegetable	NOUN
fcis-15121	28	41	categories	category	NOUN
fcis-15121	28	42	,	,	PUNCT
fcis-15121	28	43	particularly	particularly	ADV
fcis-15121	28	44	between	between	ADP
fcis-15121	28	45	their	their	PRON
fcis-15121	28	46	sales	sale	NOUN
fcis-15121	28	47	volumes	volume	NOUN
fcis-15121	28	48	.	.	PUNCT
fcis-15121	29	1	to	to	ADP
fcis-15121	29	2	this	this	DET
fcis-15121	29	3	end	end	NOUN
fcis-15121	29	4	,	,	PUNCT
fcis-15121	29	5	a	a	DET
fcis-15121	29	6	two	two	NUM
fcis-15121	29	7	-	-	PUNCT
fcis-15121	29	8	by	by	ADP
fcis-15121	29	9	-	-	PUNCT
fcis-15121	29	10	two	two	NUM
fcis-15121	29	11	correlation	correlation	NOUN
fcis-15121	29	12	was	be	AUX
fcis-15121	29	13	calculated	calculate	VERB
fcis-15121	29	14	using	use	VERB
fcis-15121	29	15	the	the	DET
fcis-15121	29	16	spearman	spearman	NOUN
fcis-15121	29	17	coefficient	coefficient	NOUN
fcis-15121	29	18	for	for	ADP
fcis-15121	29	19	the	the	DET
fcis-15121	29	20	six	six	NUM
fcis-15121	29	21	vegetable	vegetable	NOUN
fcis-15121	29	22	categories	category	NOUN
fcis-15121	29	23	to	to	PART
fcis-15121	29	24	identify	identify	VERB
fcis-15121	29	25	which	which	DET
fcis-15121	29	26	categories	category	NOUN
fcis-15121	29	27	have	have	VERB
fcis-15121	29	28	correlations	correlation	NOUN
fcis-15121	29	29	between	between	ADP
fcis-15121	29	30	their	their	PRON
fcis-15121	29	31	sales	sale	NOUN
fcis-15121	29	32	volumes	volume	NOUN
fcis-15121	30	1	[	[	X
fcis-15121	30	2	2	2	NUM
fcis-15121	30	3	]	]	PUNCT
fcis-15121	30	4	.	.	PUNCT
fcis-15121	31	1	for	for	ADP
fcis-15121	31	2	example	example	NOUN
fcis-15121	31	3	,	,	PUNCT
fcis-15121	31	4	the	the	DET
fcis-15121	31	5	analysis	analysis	NOUN
fcis-15121	31	6	revealed	reveal	VERB
fcis-15121	31	7	an	an	DET
fcis-15121	31	8	extremely	extremely	ADV
fcis-15121	31	9	high	high	ADJ
fcis-15121	31	10	correlation	correlation	NOUN
fcis-15121	31	11	between	between	ADP
fcis-15121	31	12	the	the	DET
fcis-15121	31	13	cauliflower	cauliflower	NOUN
fcis-15121	31	14	category	category	NOUN
fcis-15121	31	15	and	and	CCONJ
fcis-15121	31	16	the	the	DET
fcis-15121	31	17	foliage	foliage	NOUN
fcis-15121	31	18	category	category	NOUN
fcis-15121	31	19	,	,	PUNCT
fcis-15121	31	20	suggesting	suggest	VERB
fcis-15121	31	21	that	that	SCONJ
fcis-15121	31	22	sales	sale	NOUN
fcis-15121	31	23	trends	trend	NOUN
fcis-15121	31	24	for	for	ADP
fcis-15121	31	25	these	these	DET
fcis-15121	31	26	two	two	NUM
fcis-15121	31	27	categories	category	NOUN
fcis-15121	31	28	are	be	AUX
fcis-15121	31	29	intricately	intricately	ADV
fcis-15121	31	30	linked	link	VERB
fcis-15121	31	31	.	.	PUNCT
fcis-15121	32	1	in	in	ADP
fcis-15121	32	2	contrast	contrast	NOUN
fcis-15121	32	3	,	,	PUNCT
fcis-15121	32	4	sales	sale	NOUN
fcis-15121	32	5	volumes	volume	NOUN
fcis-15121	32	6	between	between	ADP
fcis-15121	32	7	the	the	DET
fcis-15121	32	8	eggplant	eggplant	NOUN
fcis-15121	32	9	category	category	NOUN
fcis-15121	32	10	and	and	CCONJ
fcis-15121	32	11	the	the	DET
fcis-15121	32	12	other	other	ADJ
fcis-15121	32	13	vegetable	vegetable	NOUN
fcis-15121	32	14	categories	category	NOUN
fcis-15121	32	15	showed	show	VERB
fcis-15121	32	16	a	a	DET
fcis-15121	32	17	significant	significant	ADJ
fcis-15121	32	18	negative	negative	ADJ
fcis-15121	32	19	correlation	correlation	NOUN
fcis-15121	32	20	,	,	PUNCT
fcis-15121	32	21	suggesting	suggest	VERB
fcis-15121	32	22	that	that	SCONJ
fcis-15121	32	23	these	these	DET
fcis-15121	32	24	categories	category	NOUN
fcis-15121	32	25	may	may	AUX
fcis-15121	32	26	be	be	AUX
fcis-15121	32	27	selling	sell	VERB
fcis-15121	32	28	independently	independently	ADV
fcis-15121	32	29	of	of	ADP
fcis-15121	32	30	each	each	DET
fcis-15121	32	31	other	other	ADJ
fcis-15121	32	32	.	.	PUNCT
fcis-15121	33	1	in	in	ADP
fcis-15121	33	2	addition	addition	NOUN
fcis-15121	33	3	,	,	PUNCT
fcis-15121	33	4	to	to	AUX
fcis-15121	33	5	more	more	ADV
fcis-15121	33	6	fully	fully	ADV
fcis-15121	33	7	understand	understand	VERB
fcis-15121	33	8	the	the	DET
fcis-15121	33	9	impact	impact	NOUN
fcis-15121	33	10	of	of	ADP
fcis-15121	33	11	the	the	DET
fcis-15121	33	12	time	time	NOUN
fcis-15121	33	13	factor	factor	NOUN
fcis-15121	33	14	on	on	ADP
fcis-15121	33	15	sales	sale	NOUN
fcis-15121	33	16	,	,	PUNCT
fcis-15121	33	17	this	this	DET
fcis-15121	33	18	paper	paper	NOUN
fcis-15121	33	19	combines	combine	VERB
fcis-15121	33	20	the	the	DET
fcis-15121	33	21	time	time	NOUN
fcis-15121	33	22	variable	variable	ADJ
fcis-15121	33	23	with	with	ADP
fcis-15121	33	24	the	the	DET
fcis-15121	33	25	sales	sale	NOUN
fcis-15121	33	26	data	datum	NOUN
fcis-15121	33	27	to	to	PART
fcis-15121	33	28	generate	generate	VERB
fcis-15121	33	29	a	a	DET
fcis-15121	33	30	heat	heat	NOUN
fcis-15121	33	31	map	map	NOUN
fcis-15121	33	32	of	of	ADP
fcis-15121	33	33	spearman	spearman	NOUN
fcis-15121	33	34	correlation	correlation	NOUN
fcis-15121	33	35	coefficients	coefficient	NOUN
fcis-15121	33	36	between	between	ADP
fcis-15121	33	37	vegetable	vegetable	NOUN
fcis-15121	33	38	categories	category	NOUN
fcis-15121	33	39	as	as	SCONJ
fcis-15121	33	40	shown	show	VERB
fcis-15121	33	41	in	in	ADP
fcis-15121	33	42	figure	figure	NOUN
fcis-15121	33	43	6	6	NUM
fcis-15121	33	44	.	.	PUNCT
fcis-15121	33	45	figure	figure	VERB
fcis-15121	33	46	6	6	NUM
fcis-15121	33	47	.	.	PUNCT
fcis-15121	33	48	heatmap	heatmap	NOUN
fcis-15121	33	49	of	of	ADP
fcis-15121	33	50	correlation	correlation	NOUN
fcis-15121	33	51	of	of	ADP
fcis-15121	33	52	six	six	NUM
fcis-15121	33	53	vegetable	vegetable	NOUN
fcis-15121	33	54	groups	group	NOUN
fcis-15121	33	55	from	from	ADP
fcis-15121	33	56	the	the	DET
fcis-15121	33	57	above	above	ADJ
fcis-15121	33	58	figure	figure	NOUN
fcis-15121	33	59	,	,	PUNCT
fcis-15121	33	60	there	there	PRON
fcis-15121	33	61	is	be	VERB
fcis-15121	33	62	a	a	DET
fcis-15121	33	63	significant	significant	ADJ
fcis-15121	33	64	correlation	correlation	NOUN
fcis-15121	33	65	between	between	ADP
fcis-15121	33	66	edibles	edible	NOUN
fcis-15121	33	67	and	and	CCONJ
fcis-15121	33	68	aquatic	aquatic	ADJ
fcis-15121	33	69	rhizomes	rhizome	NOUN
fcis-15121	33	70	with	with	ADP
fcis-15121	33	71	a	a	DET
fcis-15121	33	72	correlation	correlation	NOUN
fcis-15121	33	73	coefficient	coefficient	NOUN
fcis-15121	33	74	of	of	ADP
fcis-15121	33	75	0.66	0.66	NUM
fcis-15121	33	76	and	and	CCONJ
fcis-15121	33	77	between	between	ADP
fcis-15121	33	78	eggplant	eggplant	NOUN
fcis-15121	33	79	and	and	CCONJ
fcis-15121	33	80	edibles	edible	NOUN
fcis-15121	33	81	with	with	ADP
fcis-15121	33	82	a	a	DET
fcis-15121	33	83	correlation	correlation	NOUN
fcis-15121	33	84	coefficient	coefficient	NOUN
fcis-15121	33	85	of	of	ADP
fcis-15121	33	86	0.66	0.66	NUM
fcis-15121	33	87	.	.	PUNCT
fcis-15121	34	1	therefore	therefore	ADV
fcis-15121	34	2	,	,	PUNCT
fcis-15121	34	3	it	it	PRON
fcis-15121	34	4	can	can	AUX
fcis-15121	34	5	be	be	AUX
fcis-15121	34	6	found	find	VERB
fcis-15121	34	7	that	that	SCONJ
fcis-15121	34	8	edible	edible	ADJ
fcis-15121	34	9	mushrooms	mushroom	NOUN
fcis-15121	34	10	have	have	VERB
fcis-15121	34	11	a	a	DET
fcis-15121	34	12	good	good	ADJ
fcis-15121	34	13	correlation	correlation	NOUN
fcis-15121	34	14	with	with	ADP
fcis-15121	34	15	both	both	CCONJ
fcis-15121	34	16	aquatic	aquatic	ADJ
fcis-15121	34	17	roots	root	NOUN
fcis-15121	34	18	and	and	CCONJ
fcis-15121	34	19	eggplants	eggplant	NOUN
fcis-15121	34	20	,	,	PUNCT
fcis-15121	34	21	and	and	CCONJ
fcis-15121	34	22	therefore	therefore	ADV
fcis-15121	34	23	there	there	PRON
fcis-15121	34	24	is	be	VERB
fcis-15121	34	25	a	a	DET
fcis-15121	34	26	possibility	possibility	NOUN
fcis-15121	34	27	to	to	PART
fcis-15121	34	28	consider	consider	VERB
fcis-15121	34	29	that	that	SCONJ
fcis-15121	34	30	edible	edible	ADJ
fcis-15121	34	31	mushrooms	mushroom	NOUN
fcis-15121	34	32	are	be	AUX
fcis-15121	34	33	linked	link	VERB
fcis-15121	34	34	to	to	ADP
fcis-15121	34	35	the	the	DET
fcis-15121	34	36	purchase	purchase	NOUN
fcis-15121	34	37	of	of	ADP
fcis-15121	34	38	these	these	DET
fcis-15121	34	39	two	two	NUM
fcis-15121	34	40	vegetable	vegetable	ADJ
fcis-15121	34	41	commodities	commodity	NOUN
fcis-15121	34	42	in	in	ADP
fcis-15121	34	43	terms	term	NOUN
fcis-15121	34	44	of	of	ADP
fcis-15121	34	45	routes	route	NOUN
fcis-15121	34	46	,	,	PUNCT
fcis-15121	34	47	purposes	purpose	NOUN
fcis-15121	34	48	,	,	PUNCT
fcis-15121	34	49	and	and	CCONJ
fcis-15121	34	50	composition	composition	NOUN
fcis-15121	34	51	.	.	PUNCT
fcis-15121	35	1	3	3	X
fcis-15121	35	2	.	.	X
fcis-15121	35	3	category	category	NOUN
fcis-15121	35	4	pricing	pricing	NOUN
fcis-15121	35	5	and	and	CCONJ
fcis-15121	35	6	replenishment	replenishment	NOUN
fcis-15121	35	7	strategies	strategy	NOUN
fcis-15121	35	8	3.1	3.1	NUM
fcis-15121	35	9	.	.	PUNCT
fcis-15121	36	1	modeling	modeling	NOUN
fcis-15121	36	2	in	in	ADP
fcis-15121	36	3	this	this	DET
fcis-15121	36	4	paper	paper	NOUN
fcis-15121	36	5	,	,	PUNCT
fcis-15121	36	6	a	a	DET
fcis-15121	36	7	simple	simple	ADJ
fcis-15121	36	8	linear	linear	ADJ
fcis-15121	36	9	regression	regression	NOUN
fcis-15121	36	10	method	method	NOUN
fcis-15121	36	11	was	be	AUX
fcis-15121	36	12	first	first	ADV
fcis-15121	36	13	tried	try	VERB
fcis-15121	36	14	in	in	ADP
fcis-15121	36	15	predicting	predict	VERB
fcis-15121	36	16	the	the	DET
fcis-15121	36	17	restocking	restock	VERB
fcis-15121	36	18	quantity	quantity	NOUN
fcis-15121	36	19	and	and	CCONJ
fcis-15121	36	20	pricing	pricing	NOUN
fcis-15121	36	21	strategy	strategy	NOUN
fcis-15121	36	22	of	of	ADP
fcis-15121	36	23	vegetable	vegetable	NOUN
fcis-15121	36	24	items	item	NOUN
fcis-15121	36	25	[	[	X
fcis-15121	36	26	3	3	NUM
fcis-15121	36	27	]	]	PUNCT
fcis-15121	36	28	.	.	PUNCT
fcis-15121	37	1	although	although	SCONJ
fcis-15121	37	2	the	the	DET
fcis-15121	37	3	prediction	prediction	NOUN
fcis-15121	37	4	error	error	NOUN
fcis-15121	37	5	of	of	ADP
fcis-15121	37	6	this	this	DET
fcis-15121	37	7	method	method	NOUN
fcis-15121	37	8	is	be	AUX
fcis-15121	37	9	within	within	ADP
fcis-15121	37	10	an	an	DET
fcis-15121	37	11	acceptable	acceptable	ADJ
fcis-15121	37	12	range	range	NOUN
fcis-15121	37	13	,	,	PUNCT
fcis-15121	37	14	a	a	DET
fcis-15121	37	15	long	long	ADJ
fcis-15121	37	16	short	short	ADJ
fcis-15121	37	17	-	-	PUNCT
fcis-15121	37	18	term	term	NOUN
fcis-15121	37	19	memory	memory	NOUN
fcis-15121	37	20	(	(	PUNCT
fcis-15121	37	21	lstm	lstm	ADJ
fcis-15121	37	22	)	)	PUNCT
fcis-15121	37	23	temporal	temporal	ADJ
fcis-15121	37	24	recurrent	recurrent	ADJ
fcis-15121	37	25	neural	neural	ADJ
fcis-15121	37	26	network	network	NOUN
fcis-15121	37	27	is	be	AUX
fcis-15121	37	28	introduced	introduce	VERB
fcis-15121	37	29	in	in	ADP
fcis-15121	37	30	order	order	NOUN
fcis-15121	37	31	to	to	PART
fcis-15121	37	32	further	far	ADV
fcis-15121	37	33	improve	improve	VERB
fcis-15121	37	34	the	the	DET
fcis-15121	37	35	accuracy	accuracy	NOUN
fcis-15121	37	36	of	of	ADP
fcis-15121	37	37	the	the	DET
fcis-15121	37	38	prediction	prediction	NOUN
fcis-15121	37	39	.	.	PUNCT
fcis-15121	38	1	the	the	DET
fcis-15121	38	2	lstm	lstm	PROPN
fcis-15121	38	3	model	model	NOUN
fcis-15121	38	4	is	be	AUX
fcis-15121	38	5	able	able	ADJ
fcis-15121	38	6	to	to	PART
fcis-15121	38	7	learn	learn	VERB
fcis-15121	38	8	richer	rich	ADJ
fcis-15121	38	9	and	and	CCONJ
fcis-15121	38	10	more	more	ADV
fcis-15121	38	11	generalized	generalized	ADJ
fcis-15121	38	12	patterns	pattern	NOUN
fcis-15121	38	13	due	due	ADP
fcis-15121	38	14	to	to	ADP
fcis-15121	38	15	its	its	PRON
fcis-15121	38	16	advantage	advantage	NOUN
fcis-15121	38	17	in	in	ADP
fcis-15121	38	18	dealing	deal	VERB
fcis-15121	38	19	with	with	ADP
fcis-15121	38	20	largesample	largesample	ADJ
fcis-15121	38	21	data	datum	NOUN
fcis-15121	38	22	,	,	PUNCT
fcis-15121	38	23	which	which	PRON
fcis-15121	38	24	is	be	AUX
fcis-15121	38	25	especially	especially	ADV
fcis-15121	38	26	important	important	ADJ
fcis-15121	38	27	for	for	ADP
fcis-15121	38	28	predicting	predict	VERB
fcis-15121	38	29	sales	sale	NOUN
fcis-15121	38	30	data	datum	NOUN
fcis-15121	38	31	with	with	ADP
fcis-15121	38	32	complex	complex	ADJ
fcis-15121	38	33	time	time	NOUN
fcis-15121	38	34	-	-	PUNCT
fcis-15121	38	35	series	series	NOUN
fcis-15121	38	36	characteristics	characteristic	NOUN
fcis-15121	38	37	[	[	X
fcis-15121	38	38	4	4	NUM
fcis-15121	38	39	]	]	PUNCT
fcis-15121	38	40	.	.	PUNCT
fcis-15121	39	1	large	large	ADJ
fcis-15121	39	2	sample	sample	NOUN
fcis-15121	39	3	data	datum	NOUN
fcis-15121	39	4	not	not	PART
fcis-15121	39	5	only	only	ADV
fcis-15121	39	6	contains	contain	VERB
fcis-15121	39	7	more	more	ADJ
fcis-15121	39	8	information	information	NOUN
fcis-15121	39	9	and	and	CCONJ
fcis-15121	39	10	diversity	diversity	NOUN
fcis-15121	39	11	,	,	PUNCT
fcis-15121	39	12	but	but	CCONJ
fcis-15121	39	13	also	also	ADV
fcis-15121	39	14	promotes	promote	VERB
fcis-15121	39	15	a	a	DET
fcis-15121	39	16	more	more	ADV
fcis-15121	39	17	stable	stable	ADJ
fcis-15121	39	18	training	training	NOUN
fcis-15121	39	19	process	process	NOUN
fcis-15121	39	20	.	.	PUNCT
fcis-15121	40	1	in	in	ADP
fcis-15121	40	2	the	the	DET
fcis-15121	40	3	optimization	optimization	NOUN
fcis-15121	40	4	process	process	NOUN
fcis-15121	40	5	,	,	PUNCT
fcis-15121	40	6	lstm	lstm	NOUN
fcis-15121	40	7	is	be	AUX
fcis-15121	40	8	not	not	PART
fcis-15121	40	9	easy	easy	ADJ
fcis-15121	40	10	to	to	PART
fcis-15121	40	11	fall	fall	VERB
fcis-15121	40	12	into	into	ADP
fcis-15121	40	13	local	local	ADJ
fcis-15121	40	14	minima	minima	NOUN
fcis-15121	40	15	due	due	ADP
fcis-15121	40	16	to	to	ADP
fcis-15121	40	17	its	its	PRON
fcis-15121	40	18	network	network	NOUN
fcis-15121	40	19	structure	structure	NOUN
fcis-15121	40	20	,	,	PUNCT
fcis-15121	40	21	which	which	PRON
fcis-15121	40	22	increases	increase	VERB
fcis-15121	40	23	the	the	DET
fcis-15121	40	24	possibility	possibility	NOUN
fcis-15121	40	25	of	of	ADP
fcis-15121	40	26	finding	find	VERB
fcis-15121	40	27	the	the	DET
fcis-15121	40	28	global	global	ADJ
fcis-15121	40	29	optimal	optimal	ADJ
fcis-15121	40	30	solution	solution	NOUN
fcis-15121	40	31	.	.	PUNCT
fcis-15121	41	1	one	one	NUM
fcis-15121	41	2	of	of	ADP
fcis-15121	41	3	the	the	DET
fcis-15121	41	4	linear	linear	ADJ
fcis-15121	41	5	regression	regression	NOUN
fcis-15121	41	6	results	result	NOUN
fcis-15121	41	7	is	be	AUX
fcis-15121	41	8	shown	show	VERB
fcis-15121	41	9	in	in	ADP
fcis-15121	41	10	figure	figure	NOUN
fcis-15121	41	11	7	7	NUM
fcis-15121	41	12	:	:	SYM
fcis-15121	41	13	50	50	NUM
fcis-15121	41	14	figure	figure	NOUN
fcis-15121	41	15	7	7	NUM
fcis-15121	41	16	.	.	PUNCT
fcis-15121	42	1	linear	linear	ADJ
fcis-15121	42	2	regression	regression	NOUN
fcis-15121	42	3	of	of	ADP
fcis-15121	42	4	sales	sale	NOUN
fcis-15121	42	5	volume	volume	NOUN
fcis-15121	42	6	and	and	CCONJ
fcis-15121	42	7	cost	cost	NOUN
fcis-15121	42	8	-	-	PUNCT
fcis-15121	42	9	plus	plus	CCONJ
fcis-15121	42	10	pricing	pricing	NOUN
fcis-15121	42	11	for	for	ADP
fcis-15121	42	12	foliage	foliage	NOUN
fcis-15121	42	13	and	and	CCONJ
fcis-15121	42	14	flowers	flower	NOUN
fcis-15121	42	15	in	in	ADP
fcis-15121	42	16	the	the	DET
fcis-15121	42	17	study	study	NOUN
fcis-15121	42	18	of	of	ADP
fcis-15121	42	19	this	this	DET
fcis-15121	42	20	paper	paper	NOUN
fcis-15121	42	21	,	,	PUNCT
fcis-15121	42	22	an	an	DET
fcis-15121	42	23	lstm	lstm	NOUN
fcis-15121	42	24	model	model	NOUN
fcis-15121	42	25	is	be	AUX
fcis-15121	42	26	used	use	VERB
fcis-15121	42	27	to	to	PART
fcis-15121	42	28	predict	predict	VERB
fcis-15121	42	29	the	the	DET
fcis-15121	42	30	total	total	ADJ
fcis-15121	42	31	daily	daily	ADJ
fcis-15121	42	32	replenishment	replenishment	NOUN
fcis-15121	42	33	volume	volume	NOUN
fcis-15121	42	34	and	and	CCONJ
fcis-15121	42	35	pricing	pricing	NOUN
fcis-15121	42	36	strategy	strategy	NOUN
fcis-15121	42	37	from	from	ADP
fcis-15121	42	38	july	july	PROPN
fcis-15121	42	39	1	1	NUM
fcis-15121	42	40	to	to	ADP
fcis-15121	42	41	7	7	NUM
fcis-15121	42	42	,	,	PUNCT
fcis-15121	42	43	2023	2023	NUM
fcis-15121	42	44	,	,	PUNCT
fcis-15121	42	45	especially	especially	ADV
fcis-15121	42	46	for	for	ADP
fcis-15121	42	47	the	the	DET
fcis-15121	42	48	large	large	ADJ
fcis-15121	42	49	-	-	PUNCT
fcis-15121	42	50	scale	scale	NOUN
fcis-15121	42	51	time	time	NOUN
fcis-15121	42	52	series	series	PROPN
fcis-15121	42	53	data	datum	NOUN
fcis-15121	42	54	from	from	ADP
fcis-15121	42	55	july	july	PROPN
fcis-15121	42	56	2020	2020	NUM
fcis-15121	42	57	to	to	ADP
fcis-15121	42	58	june	june	PROPN
fcis-15121	42	59	30	30	NUM
fcis-15121	42	60	,	,	PUNCT
fcis-15121	42	61	2023	2023	NUM
fcis-15121	42	62	.	.	PUNCT
fcis-15121	43	1	this	this	DET
fcis-15121	43	2	method	method	NOUN
fcis-15121	43	3	aims	aim	VERB
fcis-15121	43	4	to	to	PART
fcis-15121	43	5	optimize	optimize	VERB
fcis-15121	43	6	the	the	DET
fcis-15121	43	7	daily	daily	ADJ
fcis-15121	43	8	operations	operation	NOUN
fcis-15121	43	9	of	of	ADP
fcis-15121	43	10	the	the	DET
fcis-15121	43	11	superstore	superstore	NOUN
fcis-15121	43	12	,	,	PUNCT
fcis-15121	43	13	especially	especially	ADV
fcis-15121	43	14	in	in	ADP
fcis-15121	43	15	predicting	predict	VERB
fcis-15121	43	16	the	the	DET
fcis-15121	43	17	replenishment	replenishment	NOUN
fcis-15121	43	18	volume	volume	NOUN
fcis-15121	43	19	and	and	CCONJ
fcis-15121	43	20	pricing	pricing	NOUN
fcis-15121	43	21	to	to	PART
fcis-15121	43	22	maximize	maximize	VERB
fcis-15121	43	23	the	the	DET
fcis-15121	43	24	revenue	revenue	NOUN
fcis-15121	43	25	of	of	ADP
fcis-15121	43	26	the	the	DET
fcis-15121	43	27	superstore	superstore	NOUN
fcis-15121	43	28	.	.	PUNCT
fcis-15121	44	1	with	with	ADP
fcis-15121	44	2	this	this	DET
fcis-15121	44	3	advanced	advanced	ADJ
fcis-15121	44	4	machine	machine	NOUN
fcis-15121	44	5	learning	learning	NOUN
fcis-15121	44	6	approach	approach	NOUN
fcis-15121	44	7	,	,	PUNCT
fcis-15121	44	8	this	this	DET
fcis-15121	44	9	paper	paper	NOUN
fcis-15121	44	10	shows	show	VERB
fcis-15121	44	11	how	how	SCONJ
fcis-15121	44	12	historical	historical	ADJ
fcis-15121	44	13	data	datum	NOUN
fcis-15121	44	14	and	and	CCONJ
fcis-15121	44	15	advanced	advanced	ADJ
fcis-15121	44	16	analytics	analytic	NOUN
fcis-15121	44	17	can	can	AUX
fcis-15121	44	18	be	be	AUX
fcis-15121	44	19	used	use	VERB
fcis-15121	44	20	to	to	PART
fcis-15121	44	21	optimize	optimize	VERB
fcis-15121	44	22	the	the	DET
fcis-15121	44	23	operational	operational	ADJ
fcis-15121	44	24	decisions	decision	NOUN
fcis-15121	44	25	of	of	ADP
fcis-15121	44	26	fresh	fresh	ADJ
fcis-15121	44	27	supermarkets	supermarket	NOUN
fcis-15121	44	28	.	.	PUNCT
fcis-15121	45	1	where	where	SCONJ
fcis-15121	45	2	in	in	ADP
fcis-15121	45	3	lstm	lstm	NOUN
fcis-15121	45	4	,	,	PUNCT
fcis-15121	45	5	each	each	DET
fcis-15121	45	6	time	time	NOUN
fcis-15121	45	7	step	step	NOUN
fcis-15121	45	8	has	have	VERB
fcis-15121	45	9	a	a	DET
fcis-15121	45	10	hidden	hidden	ADJ
fcis-15121	45	11	state	state	NOUN
fcis-15121	45	12	and	and	CCONJ
fcis-15121	45	13	a	a	DET
fcis-15121	45	14	cell	cell	NOUN
fcis-15121	45	15	state	state	NOUN
fcis-15121	45	16	.	.	PUNCT
fcis-15121	46	1	these	these	DET
fcis-15121	46	2	states	state	NOUN
fcis-15121	46	3	are	be	AUX
fcis-15121	46	4	updated	update	VERB
fcis-15121	46	5	and	and	CCONJ
fcis-15121	46	6	passed	pass	VERB
fcis-15121	46	7	between	between	ADP
fcis-15121	46	8	time	time	NOUN
fcis-15121	46	9	steps	step	NOUN
fcis-15121	46	10	.	.	PUNCT
fcis-15121	47	1	three	three	NUM
fcis-15121	47	2	of	of	ADP
fcis-15121	47	3	the	the	DET
fcis-15121	47	4	gates	gate	NOUN
fcis-15121	47	5	are	be	AUX
fcis-15121	47	6	responsible	responsible	ADJ
fcis-15121	47	7	for	for	ADP
fcis-15121	47	8	controlling	control	VERB
fcis-15121	47	9	the	the	DET
fcis-15121	47	10	flow	flow	NOUN
fcis-15121	47	11	of	of	ADP
fcis-15121	47	12	information	information	NOUN
fcis-15121	47	13	and	and	CCONJ
fcis-15121	47	14	updating	updating	NOUN
fcis-15121	47	15	of	of	ADP
fcis-15121	47	16	the	the	DET
fcis-15121	47	17	cell	cell	NOUN
fcis-15121	47	18	state	state	NOUN
fcis-15121	47	19	,	,	PUNCT
fcis-15121	47	20	which	which	PRON
fcis-15121	47	21	are	be	AUX
fcis-15121	47	22	forget	forget	VERB
fcis-15121	47	23	gate	gate	NOUN
fcis-15121	47	24	,	,	PUNCT
fcis-15121	47	25	input	input	NOUN
fcis-15121	47	26	gate	gate	NOUN
fcis-15121	47	27	and	and	CCONJ
fcis-15121	47	28	output	output	NOUN
fcis-15121	47	29	gate	gate	NOUN
fcis-15121	47	30	.	.	PUNCT
fcis-15121	48	1	oblivion	oblivion	NOUN
fcis-15121	48	2	gate	gate	NOUN
fcis-15121	48	3	:	:	PUNCT
fcis-15121	48	4	this	this	DET
fcis-15121	48	5	gate	gate	NOUN
fcis-15121	48	6	serves	serve	VERB
fcis-15121	48	7	to	to	PART
fcis-15121	48	8	determine	determine	VERB
fcis-15121	48	9	how	how	SCONJ
fcis-15121	48	10	much	much	ADJ
fcis-15121	48	11	previous	previous	ADJ
fcis-15121	48	12	information	information	NOUN
fcis-15121	48	13	the	the	DET
fcis-15121	48	14	network	network	NOUN
fcis-15121	48	15	should	should	AUX
fcis-15121	48	16	retain	retain	VERB
fcis-15121	48	17	at	at	ADP
fcis-15121	48	18	the	the	DET
fcis-15121	48	19	current	current	ADJ
fcis-15121	48	20	time	time	NOUN
fcis-15121	48	21	step	step	NOUN
fcis-15121	48	22	.	.	PUNCT
fcis-15121	49	1	its	its	PRON
fcis-15121	49	2	output	output	NOUN
fcis-15121	49	3	ranges	range	VERB
fcis-15121	49	4	from	from	ADP
fcis-15121	49	5	0	0	NUM
fcis-15121	49	6	to	to	ADP
fcis-15121	49	7	1	1	NUM
fcis-15121	49	8	,	,	PUNCT
fcis-15121	49	9	where	where	SCONJ
fcis-15121	49	10	0	0	NUM
fcis-15121	49	11	means	mean	VERB
fcis-15121	49	12	completely	completely	ADV
fcis-15121	49	13	forgotten	forget	VERB
fcis-15121	49	14	,	,	PUNCT
fcis-15121	49	15	and	and	CCONJ
fcis-15121	49	16	one	one	NUM
fcis-15121	49	17	means	mean	VERB
fcis-15121	49	18	completely	completely	ADV
fcis-15121	49	19	retained	retain	VERB
fcis-15121	49	20	.	.	PUNCT
fcis-15121	50	1	this	this	PRON
fcis-15121	50	2	means	mean	VERB
fcis-15121	50	3	that	that	SCONJ
fcis-15121	50	4	the	the	DET
fcis-15121	50	5	forgetting	forget	VERB
fcis-15121	50	6	gate	gate	NOUN
fcis-15121	50	7	can	can	AUX
fcis-15121	50	8	decide	decide	VERB
fcis-15121	50	9	what	what	PRON
fcis-15121	50	10	information	information	NOUN
fcis-15121	50	11	is	be	AUX
fcis-15121	50	12	retained	retain	VERB
fcis-15121	50	13	or	or	CCONJ
fcis-15121	50	14	forgotten	forget	VERB
fcis-15121	50	15	from	from	ADP
fcis-15121	50	16	the	the	DET
fcis-15121	50	17	cellular	cellular	ADJ
fcis-15121	50	18	state	state	NOUN
fcis-15121	50	19	of	of	ADP
fcis-15121	50	20	the	the	DET
fcis-15121	50	21	previous	previous	ADJ
fcis-15121	50	22	moment	moment	NOUN
fcis-15121	50	23	.	.	PUNCT
fcis-15121	51	1	input	input	NOUN
fcis-15121	51	2	gate	gate	PROPN
fcis-15121	51	3	:	:	PUNCT
fcis-15121	51	4	the	the	DET
fcis-15121	51	5	function	function	NOUN
fcis-15121	51	6	of	of	ADP
fcis-15121	51	7	the	the	DET
fcis-15121	51	8	input	input	NOUN
fcis-15121	51	9	gate	gate	NOUN
fcis-15121	51	10	is	be	AUX
fcis-15121	51	11	to	to	PART
fcis-15121	51	12	control	control	VERB
fcis-15121	51	13	which	which	PRON
fcis-15121	51	14	added	add	VERB
fcis-15121	51	15	information	information	NOUN
fcis-15121	51	16	will	will	AUX
fcis-15121	51	17	be	be	AUX
fcis-15121	51	18	added	add	VERB
fcis-15121	51	19	to	to	ADP
fcis-15121	51	20	the	the	DET
fcis-15121	51	21	cell	cell	NOUN
fcis-15121	51	22	state	state	NOUN
fcis-15121	51	23	.	.	PUNCT
fcis-15121	52	1	it	it	PRON
fcis-15121	52	2	also	also	ADV
fcis-15121	52	3	has	have	VERB
fcis-15121	52	4	an	an	DET
fcis-15121	52	5	output	output	NOUN
fcis-15121	52	6	between	between	ADP
fcis-15121	52	7	0	0	NUM
fcis-15121	52	8	and	and	CCONJ
fcis-15121	52	9	1	1	NUM
fcis-15121	52	10	,	,	PUNCT
fcis-15121	52	11	which	which	PRON
fcis-15121	52	12	is	be	AUX
fcis-15121	52	13	used	use	VERB
fcis-15121	52	14	to	to	PART
fcis-15121	52	15	determine	determine	VERB
fcis-15121	52	16	which	which	PRON
fcis-15121	52	17	added	add	VERB
fcis-15121	52	18	information	information	NOUN
fcis-15121	52	19	should	should	AUX
fcis-15121	52	20	be	be	AUX
fcis-15121	52	21	included	include	VERB
fcis-15121	52	22	when	when	SCONJ
fcis-15121	52	23	updating	update	VERB
fcis-15121	52	24	the	the	DET
fcis-15121	52	25	cell	cell	NOUN
fcis-15121	52	26	state	state	NOUN
fcis-15121	52	27	at	at	ADP
fcis-15121	52	28	the	the	DET
fcis-15121	52	29	current	current	ADJ
fcis-15121	52	30	time	time	NOUN
fcis-15121	52	31	step	step	NOUN
fcis-15121	52	32	.	.	PUNCT
fcis-15121	53	1	output	output	NOUN
fcis-15121	53	2	gate	gate	PROPN
fcis-15121	53	3	:	:	PUNCT
fcis-15121	53	4	the	the	DET
fcis-15121	53	5	output	output	NOUN
fcis-15121	53	6	gate	gate	NOUN
fcis-15121	53	7	is	be	AUX
fcis-15121	53	8	responsible	responsible	ADJ
fcis-15121	53	9	for	for	ADP
fcis-15121	53	10	controlling	control	VERB
fcis-15121	53	11	which	which	DET
fcis-15121	53	12	cell	cell	NOUN
fcis-15121	53	13	state	state	NOUN
fcis-15121	53	14	information	information	NOUN
fcis-15121	53	15	will	will	AUX
fcis-15121	53	16	be	be	AUX
fcis-15121	53	17	output	output	NOUN
fcis-15121	53	18	to	to	ADP
fcis-15121	53	19	the	the	DET
fcis-15121	53	20	hidden	hidden	ADJ
fcis-15121	53	21	state	state	NOUN
fcis-15121	53	22	of	of	ADP
fcis-15121	53	23	the	the	DET
fcis-15121	53	24	current	current	ADJ
fcis-15121	53	25	time	time	NOUN
fcis-15121	53	26	step	step	NOUN
fcis-15121	53	27	.	.	PUNCT
fcis-15121	54	1	it	it	PRON
fcis-15121	54	2	serves	serve	VERB
fcis-15121	54	3	to	to	PART
fcis-15121	54	4	selectively	selectively	VERB
fcis-15121	54	5	output	output	NOUN
fcis-15121	54	6	cell	cell	NOUN
fcis-15121	54	7	state	state	NOUN
fcis-15121	54	8	information	information	NOUN
fcis-15121	54	9	for	for	ADP
fcis-15121	54	10	the	the	DET
fcis-15121	54	11	current	current	ADJ
fcis-15121	54	12	time	time	NOUN
fcis-15121	54	13	step	step	NOUN
fcis-15121	54	14	,	,	PUNCT
fcis-15121	54	15	which	which	PRON
fcis-15121	54	16	is	be	AUX
fcis-15121	54	17	crucial	crucial	ADJ
fcis-15121	54	18	for	for	ADP
fcis-15121	54	19	prediction	prediction	NOUN
fcis-15121	54	20	and	and	CCONJ
fcis-15121	54	21	next	next	ADJ
fcis-15121	54	22	time	time	NOUN
fcis-15121	54	23	step	step	NOUN
fcis-15121	54	24	computation	computation	NOUN
fcis-15121	54	25	.	.	PUNCT
fcis-15121	55	1	by	by	ADP
fcis-15121	55	2	precisely	precisely	ADV
fcis-15121	55	3	controlling	control	VERB
fcis-15121	55	4	the	the	DET
fcis-15121	55	5	operation	operation	NOUN
fcis-15121	55	6	of	of	ADP
fcis-15121	55	7	these	these	DET
fcis-15121	55	8	gates	gate	NOUN
fcis-15121	55	9	,	,	PUNCT
fcis-15121	55	10	lstm	lstm	NOUN
fcis-15121	55	11	can	can	AUX
fcis-15121	55	12	efficiently	efficiently	ADV
fcis-15121	55	13	capture	capture	VERB
fcis-15121	55	14	long	long	ADJ
fcis-15121	55	15	-	-	PUNCT
fcis-15121	55	16	term	term	NOUN
fcis-15121	55	17	dependencies	dependency	NOUN
fcis-15121	55	18	in	in	ADP
fcis-15121	55	19	time	time	NOUN
fcis-15121	55	20	series	series	PROPN
fcis-15121	55	21	data	data	PROPN
fcis-15121	55	22	.	.	PUNCT
fcis-15121	56	1	3.2	3.2	NUM
fcis-15121	56	2	.	.	PUNCT
fcis-15121	57	1	solving	solve	VERB
fcis-15121	57	2	the	the	DET
fcis-15121	57	3	model	model	NOUN
fcis-15121	57	4	using	use	VERB
fcis-15121	57	5	the	the	DET
fcis-15121	57	6	above	above	ADJ
fcis-15121	57	7	model	model	NOUN
fcis-15121	57	8	,	,	PUNCT
fcis-15121	57	9	univariate	univariate	ADJ
fcis-15121	57	10	time	time	NOUN
fcis-15121	57	11	prediction	prediction	NOUN
fcis-15121	57	12	was	be	AUX
fcis-15121	57	13	first	first	ADV
fcis-15121	57	14	done	do	VERB
fcis-15121	57	15	with	with	ADP
fcis-15121	57	16	aquatic	aquatic	ADJ
fcis-15121	57	17	rhizomes	rhizome	NOUN
fcis-15121	57	18	as	as	ADP
fcis-15121	57	19	an	an	DET
fcis-15121	57	20	example	example	NOUN
fcis-15121	57	21	,	,	PUNCT
fcis-15121	57	22	while	while	SCONJ
fcis-15121	57	23	rmse	rmse	NOUN
fcis-15121	57	24	,	,	PUNCT
fcis-15121	57	25	as	as	ADP
fcis-15121	57	26	an	an	DET
fcis-15121	57	27	evaluation	evaluation	NOUN
fcis-15121	57	28	metric	metric	NOUN
fcis-15121	57	29	,	,	PUNCT
fcis-15121	57	30	was	be	AUX
fcis-15121	57	31	used	use	VERB
fcis-15121	57	32	to	to	PART
fcis-15121	57	33	observe	observe	VERB
fcis-15121	57	34	the	the	DET
fcis-15121	57	35	iteration	iteration	NOUN
fcis-15121	57	36	of	of	ADP
fcis-15121	57	37	the	the	DET
fcis-15121	57	38	lstm	lstm	PROPN
fcis-15121	57	39	model	model	NOUN
fcis-15121	57	40	,	,	PUNCT
fcis-15121	57	41	as	as	SCONJ
fcis-15121	57	42	exemplified	exemplify	VERB
fcis-15121	57	43	in	in	ADP
fcis-15121	57	44	figures	figure	NOUN
fcis-15121	57	45	8	8	NUM
fcis-15121	57	46	and	and	CCONJ
fcis-15121	57	47	9	9	NUM
fcis-15121	57	48	:	:	PUNCT
fcis-15121	57	49	figure	figure	NOUN
fcis-15121	57	50	8	8	NUM
fcis-15121	57	51	.	.	PUNCT
fcis-15121	57	52	map	map	NOUN
fcis-15121	57	53	of	of	ADP
fcis-15121	57	54	prediction	prediction	NOUN
fcis-15121	57	55	errors	error	NOUN
fcis-15121	57	56	for	for	ADP
fcis-15121	57	57	aquatic	aquatic	ADJ
fcis-15121	57	58	rhizomes	rhizome	NOUN
fcis-15121	57	59	figure	figure	NOUN
fcis-15121	57	60	9	9	NUM
fcis-15121	57	61	.	.	PUNCT
fcis-15121	57	62	forecasted	forecast	VERB
fcis-15121	57	63	sales	sale	NOUN
fcis-15121	57	64	of	of	ADP
fcis-15121	57	65	aquatic	aquatic	ADJ
fcis-15121	57	66	roots	root	NOUN
fcis-15121	57	67	and	and	CCONJ
fcis-15121	57	68	tubers	tuber	NOUN
fcis-15121	57	69	predictions	prediction	NOUN
fcis-15121	57	70	were	be	AUX
fcis-15121	57	71	made	make	VERB
fcis-15121	57	72	for	for	ADP
fcis-15121	57	73	the	the	DET
fcis-15121	57	74	remaining	remain	VERB
fcis-15121	57	75	five	five	NUM
fcis-15121	57	76	categories	category	NOUN
fcis-15121	57	77	using	use	VERB
fcis-15121	57	78	lstm	lstm	NOUN
fcis-15121	57	79	fitted	fit	VERB
fcis-15121	57	80	to	to	ADP
fcis-15121	57	81	the	the	DET
fcis-15121	57	82	above	above	ADJ
fcis-15121	57	83	data	datum	NOUN
fcis-15121	57	84	,	,	PUNCT
fcis-15121	57	85	and	and	CCONJ
fcis-15121	57	86	the	the	DET
fcis-15121	57	87	results	result	NOUN
fcis-15121	57	88	are	be	AUX
fcis-15121	57	89	shown	show	VERB
fcis-15121	57	90	in	in	ADP
fcis-15121	57	91	tables	table	NOUN
fcis-15121	57	92	1	1	NUM
fcis-15121	57	93	and	and	CCONJ
fcis-15121	57	94	2	2	NUM
fcis-15121	57	95	:	:	PUNCT
fcis-15121	57	96	table	table	NOUN
fcis-15121	57	97	1	1	NUM
fcis-15121	57	98	.	.	NOUN
fcis-15121	57	99	six	six	NUM
fcis-15121	57	100	vegetables	vegetable	NOUN
fcis-15121	57	101	2023701	2023701	NUM
fcis-15121	57	102	-	-	SYM
fcis-15121	57	103	2023707	2023707	NUM
fcis-15121	57	104	forecast	forecast	NOUN
fcis-15121	57	105	pricing	pricing	NOUN
fcis-15121	57	106	dates	date	VERB
fcis-15121	57	107	philodendron	philodendron	ADJ
fcis-15121	57	108	cauliflower	cauliflower	NOUN
fcis-15121	57	109	aquatic	aquatic	ADJ
fcis-15121	57	110	rhizomes	rhizome	NOUN
fcis-15121	57	111	eggplant	eggplant	NOUN
fcis-15121	57	112	capsicum	capsicum	NOUN
fcis-15121	57	113	edible	edible	ADJ
fcis-15121	57	114	mushroom	mushroom	NOUN
fcis-15121	57	115	2023701	2023701	NUM
fcis-15121	57	116	12.3866	12.3866	NUM
fcis-15121	58	1	6.6802	6.6802	NUM
fcis-15121	58	2	5.8978	5.8978	NUM
fcis-15121	58	3	20.1239	20.1239	NUM
fcis-15121	58	4	4.9662	4.9662	NUM
fcis-15121	58	5	5.4987	5.4987	NUM
fcis-15121	58	6	2023702	2023702	NUM
fcis-15121	58	7	4.0191	4.0191	NUM
fcis-15121	58	8	14.4091	14.4091	NUM
fcis-15121	58	9	14.0623	14.0623	NUM
fcis-15121	58	10	5.831	5.831	NUM
fcis-15121	58	11	7.5081	7.5081	NUM
fcis-15121	58	12	13.8197	13.8197	NUM
fcis-15121	58	13	2023703	2023703	NUM
fcis-15121	58	14	6.9726	6.9726	NUM
fcis-15121	58	15	5.4397	5.4397	NUM
fcis-15121	58	16	6.1032	6.1032	NUM
fcis-15121	58	17	5.8089	5.8089	NUM
fcis-15121	58	18	7.349	7.349	NUM
fcis-15121	58	19	15.954	15.954	NUM
fcis-15121	58	20	2023704	2023704	NUM
fcis-15121	58	21	6.9672	6.9672	NUM
fcis-15121	58	22	9.2294	9.2294	NUM
fcis-15121	58	23	9.9114	9.9114	NUM
fcis-15121	58	24	11.9924	11.9924	NUM
fcis-15121	58	25	3.6533	3.6533	NUM
fcis-15121	58	26	8.6223	8.6223	NUM
fcis-15121	58	27	2023705	2023705	NUM
fcis-15121	58	28	7.9709	7.9709	NUM
fcis-15121	58	29	16.3965	16.3965	NUM
fcis-15121	58	30	13.9264	13.9264	NUM
fcis-15121	58	31	4.9914	4.9914	NUM
fcis-15121	58	32	8.4725	8.4725	NUM
fcis-15121	58	33	7.7846	7.7846	NUM
fcis-15121	58	34	2023706	2023706	NUM
fcis-15121	58	35	15.8386	15.8386	NUM
fcis-15121	58	36	5.5117	5.5117	NUM
fcis-15121	58	37	5.2457	5.2457	NUM
fcis-15121	58	38	9.3137	9.3137	NUM
fcis-15121	58	39	3.8634	3.8634	NUM
fcis-15121	58	40	9.7836	9.7836	NUM
fcis-15121	58	41	2023707	2023707	NUM
fcis-15121	58	42	12.1566	12.1566	NUM
fcis-15121	58	43	6.2549	6.2549	NUM
fcis-15121	58	44	5.339	5.339	NUM
fcis-15121	58	45	20.3168	20.3168	NUM
fcis-15121	58	46	4.9379	4.9379	NUM
fcis-15121	58	47	5.7845	5.7845	NUM
fcis-15121	58	48	table	table	NOUN
fcis-15121	58	49	2	2	NUM
fcis-15121	58	50	.	.	PUNCT
fcis-15121	58	51	forecast	forecast	NOUN
fcis-15121	58	52	sales	sale	NOUN
fcis-15121	58	53	of	of	ADP
fcis-15121	58	54	six	six	NUM
fcis-15121	58	55	vegetables	vegetable	NOUN
fcis-15121	58	56	2023701	2023701	NUM
fcis-15121	58	57	-	-	SYM
fcis-15121	58	58	2023707	2023707	NUM
fcis-15121	58	59	dates	date	VERB
fcis-15121	58	60	philodendron	philodendron	ADJ
fcis-15121	58	61	cauliflower	cauliflower	NOUN
fcis-15121	58	62	aquatic	aquatic	ADJ
fcis-15121	58	63	rhizomes	rhizome	NOUN
fcis-15121	58	64	eggplant	eggplant	NOUN
fcis-15121	58	65	capsicum	capsicum	NOUN
fcis-15121	58	66	edible	edible	ADJ
fcis-15121	58	67	mushroom	mushroom	NOUN
fcis-15121	58	68	2023701	2023701	NUM
fcis-15121	58	69	134.0364	134.0364	NUM
fcis-15121	58	70	7.3361	7.3361	NUM
fcis-15121	58	71	14.193	14.193	NUM
fcis-15121	58	72	9.389	9.389	NUM
fcis-15121	58	73	115.37	115.37	NUM
fcis-15121	58	74	50.183	50.183	NUM
fcis-15121	58	75	2023702	2023702	NUM
fcis-15121	58	76	127.1269	127.1269	NUM
fcis-15121	58	77	8.8237	8.8237	NUM
fcis-15121	58	78	16.1751	16.1751	NUM
fcis-15121	58	79	10.6	10.6	NUM
fcis-15121	58	80	199.2	199.2	NUM
fcis-15121	58	81	44.853	44.853	NUM
fcis-15121	58	82	2023703	2023703	NUM
fcis-15121	58	83	136.2311	136.2311	NUM
fcis-15121	58	84	13.0762	13.0762	NUM
fcis-15121	58	85	22.5194	22.5194	NUM
fcis-15121	58	86	14.31	14.31	NUM
fcis-15121	58	87	418.77	418.77	NUM
fcis-15121	58	88	46.09	46.09	NUM
fcis-15121	58	89	2023704	2023704	NUM
fcis-15121	58	90	201.233	201.233	NUM
fcis-15121	58	91	22.828	22.828	NUM
fcis-15121	58	92	33.1267	33.1267	NUM
fcis-15121	58	93	16.35	16.35	NUM
fcis-15121	58	94	235.34	235.34	NUM
fcis-15121	58	95	63.16	63.16	NUM
fcis-15121	58	96	2023705	2023705	NUM
fcis-15121	58	97	194.4921	194.4921	NUM
fcis-15121	58	98	29.9806	29.9806	NUM
fcis-15121	58	99	30.7682	30.7682	NUM
fcis-15121	58	100	14.18	14.18	NUM
fcis-15121	58	101	291.78	291.78	NUM
fcis-15121	58	102	69.756	69.756	NUM
fcis-15121	58	103	2023706	2023706	NUM
fcis-15121	58	104	149.4206	149.4206	NUM
fcis-15121	58	105	22.7928	22.7928	NUM
fcis-15121	58	106	21.413	21.413	NUM
fcis-15121	59	1	11.26	11.26	NUM
fcis-15121	59	2	79.603	79.603	NUM
fcis-15121	59	3	42.336	42.336	NUM
fcis-15121	59	4	2023707	2023707	NUM
fcis-15121	59	5	158.4612	158.4612	NUM
fcis-15121	59	6	26.7922	26.7922	NUM
fcis-15121	59	7	19.9221	19.9221	NUM
fcis-15121	59	8	9.704	9.704	NUM
fcis-15121	59	9	90.706	90.706	NUM
fcis-15121	59	10	52.038	52.038	NUM
fcis-15121	59	11	51	51	NUM
fcis-15121	59	12	conclusion	conclusion	NOUN
fcis-15121	59	13	,	,	PUNCT
fcis-15121	59	14	based	base	VERB
fcis-15121	59	15	on	on	ADP
fcis-15121	59	16	the	the	DET
fcis-15121	59	17	lstm	lstm	PROPN
fcis-15121	59	18	time	time	PROPN
fcis-15121	59	19	series	series	PROPN
fcis-15121	59	20	prediction	prediction	PROPN
fcis-15121	59	21	model	model	PROPN
fcis-15121	59	22	,	,	PUNCT
fcis-15121	59	23	the	the	DET
fcis-15121	59	24	stocking	stocking	NOUN
fcis-15121	59	25	and	and	CCONJ
fcis-15121	59	26	pricing	pricing	NOUN
fcis-15121	59	27	of	of	ADP
fcis-15121	59	28	the	the	DET
fcis-15121	59	29	six	six	NUM
fcis-15121	59	30	vegetable	vegetable	NOUN
fcis-15121	59	31	categories	category	NOUN
fcis-15121	59	32	from	from	ADP
fcis-15121	59	33	2023701	2023701	NUM
fcis-15121	59	34	-	-	SYM
fcis-15121	59	35	2023707	2023707	NUM
fcis-15121	59	36	were	be	AUX
fcis-15121	59	37	obtained	obtain	VERB
fcis-15121	59	38	,	,	PUNCT
fcis-15121	59	39	i.e.	i.e.	X
fcis-15121	59	40	,	,	PUNCT
fcis-15121	59	41	the	the	DET
fcis-15121	59	42	pricing	pricing	NOUN
fcis-15121	59	43	strategy	strategy	NOUN
fcis-15121	59	44	and	and	CCONJ
fcis-15121	59	45	stocking	stocking	NOUN
fcis-15121	59	46	according	accord	VERB
fcis-15121	59	47	to	to	ADP
fcis-15121	59	48	the	the	DET
fcis-15121	59	49	above	above	ADJ
fcis-15121	59	50	data	datum	NOUN
fcis-15121	59	51	can	can	AUX
fcis-15121	59	52	be	be	AUX
fcis-15121	59	53	the	the	DET
fcis-15121	59	54	most	most	ADV
fcis-15121	59	55	profitable	profitable	ADJ
fcis-15121	59	56	for	for	ADP
fcis-15121	59	57	the	the	DET
fcis-15121	59	58	superstores	superstore	NOUN
fcis-15121	59	59	.	.	PUNCT
fcis-15121	60	1	4	4	X
fcis-15121	60	2	.	.	X
fcis-15121	60	3	individual	individual	ADJ
fcis-15121	60	4	product	product	NOUN
fcis-15121	60	5	pricing	pricing	NOUN
fcis-15121	60	6	and	and	CCONJ
fcis-15121	60	7	replenishment	replenishment	NOUN
fcis-15121	60	8	strategies	strategy	NOUN
fcis-15121	60	9	to	to	PART
fcis-15121	60	10	accurately	accurately	ADV
fcis-15121	60	11	predict	predict	VERB
fcis-15121	60	12	the	the	DET
fcis-15121	60	13	optimal	optimal	ADJ
fcis-15121	60	14	replenishment	replenishment	NOUN
fcis-15121	60	15	and	and	CCONJ
fcis-15121	60	16	pricing	pricing	NOUN
fcis-15121	60	17	strategy	strategy	NOUN
fcis-15121	60	18	for	for	ADP
fcis-15121	60	19	each	each	DET
fcis-15121	60	20	individual	individual	ADJ
fcis-15121	60	21	item	item	NOUN
fcis-15121	60	22	,	,	PUNCT
fcis-15121	60	23	this	this	DET
fcis-15121	60	24	paper	paper	NOUN
fcis-15121	60	25	introduces	introduce	VERB
fcis-15121	60	26	gaussian	gaussian	ADJ
fcis-15121	60	27	regression	regression	NOUN
fcis-15121	60	28	(	(	PUNCT
fcis-15121	60	29	grp	grp	PROPN
fcis-15121	60	30	)	)	PUNCT
fcis-15121	60	31	,	,	PUNCT
fcis-15121	60	32	a	a	DET
fcis-15121	60	33	machine	machine	NOUN
fcis-15121	60	34	learning	learn	VERB
fcis-15121	60	35	model	model	NOUN
fcis-15121	60	36	based	base	VERB
fcis-15121	60	37	on	on	ADP
fcis-15121	60	38	bayesian	bayesian	NOUN
fcis-15121	60	39	theory	theory	NOUN
fcis-15121	60	40	and	and	CCONJ
fcis-15121	60	41	kernel	kernel	PROPN
fcis-15121	60	42	functions	function	NOUN
fcis-15121	60	43	,	,	PUNCT
fcis-15121	60	44	which	which	PRON
fcis-15121	60	45	is	be	AUX
fcis-15121	60	46	particularly	particularly	ADV
fcis-15121	60	47	suitable	suitable	ADJ
fcis-15121	60	48	for	for	ADP
fcis-15121	60	49	prediction	prediction	NOUN
fcis-15121	60	50	of	of	ADP
fcis-15121	60	51	small	small	ADJ
fcis-15121	60	52	sample	sample	NOUN
fcis-15121	60	53	data	datum	NOUN
fcis-15121	61	1	[	[	X
fcis-15121	61	2	5	5	NUM
fcis-15121	61	3	]	]	PUNCT
fcis-15121	61	4	.	.	PUNCT
fcis-15121	62	1	gaussian	gaussian	ADJ
fcis-15121	62	2	regression	regression	NOUN
fcis-15121	62	3	can	can	AUX
fcis-15121	62	4	play	play	VERB
fcis-15121	62	5	a	a	DET
fcis-15121	62	6	key	key	ADJ
fcis-15121	62	7	role	role	NOUN
fcis-15121	62	8	in	in	ADP
fcis-15121	62	9	the	the	DET
fcis-15121	62	10	prediction	prediction	NOUN
fcis-15121	62	11	of	of	ADP
fcis-15121	62	12	continuous	continuous	ADJ
fcis-15121	62	13	type	type	NOUN
fcis-15121	62	14	target	target	NOUN
fcis-15121	62	15	variables	variable	NOUN
fcis-15121	62	16	by	by	ADP
fcis-15121	62	17	using	use	VERB
fcis-15121	62	18	gaussian	gaussian	ADJ
fcis-15121	62	19	distribution	distribution	NOUN
fcis-15121	62	20	(	(	PUNCT
fcis-15121	62	21	normal	normal	ADJ
fcis-15121	62	22	distribution	distribution	NOUN
fcis-15121	62	23	)	)	PUNCT
fcis-15121	62	24	to	to	PART
fcis-15121	62	25	model	model	VERB
fcis-15121	62	26	the	the	DET
fcis-15121	62	27	data	datum	NOUN
fcis-15121	62	28	and	and	CCONJ
fcis-15121	62	29	make	make	VERB
fcis-15121	62	30	reliable	reliable	ADJ
fcis-15121	62	31	predictions	prediction	NOUN
fcis-15121	62	32	about	about	ADP
fcis-15121	62	33	the	the	DET
fcis-15121	62	34	uncertainty	uncertainty	NOUN
fcis-15121	62	35	in	in	ADP
fcis-15121	62	36	the	the	DET
fcis-15121	62	37	data	datum	NOUN
fcis-15121	62	38	.	.	PUNCT
fcis-15121	63	1	in	in	ADP
fcis-15121	63	2	this	this	DET
fcis-15121	63	3	paper	paper	NOUN
fcis-15121	63	4	,	,	PUNCT
fcis-15121	63	5	gaussian	gaussian	ADJ
fcis-15121	63	6	regression	regression	NOUN
fcis-15121	63	7	is	be	AUX
fcis-15121	63	8	used	use	VERB
fcis-15121	63	9	to	to	PART
fcis-15121	63	10	analyze	analyze	VERB
fcis-15121	63	11	the	the	DET
fcis-15121	63	12	relationship	relationship	NOUN
fcis-15121	63	13	between	between	ADP
fcis-15121	63	14	input	input	NOUN
fcis-15121	63	15	and	and	CCONJ
fcis-15121	63	16	output	output	NOUN
fcis-15121	63	17	variables	variable	NOUN
fcis-15121	63	18	with	with	ADP
fcis-15121	63	19	the	the	DET
fcis-15121	63	20	aim	aim	NOUN
fcis-15121	63	21	of	of	ADP
fcis-15121	63	22	providing	provide	VERB
fcis-15121	63	23	more	more	ADV
fcis-15121	63	24	accurate	accurate	ADJ
fcis-15121	63	25	replenishment	replenishment	NOUN
fcis-15121	63	26	and	and	CCONJ
fcis-15121	63	27	pricing	pricing	NOUN
fcis-15121	63	28	strategies	strategy	NOUN
fcis-15121	63	29	for	for	ADP
fcis-15121	63	30	fresh	fresh	ADJ
fcis-15121	63	31	produce	produce	NOUN
fcis-15121	63	32	supermarkets	supermarket	NOUN
fcis-15121	63	33	,	,	PUNCT
fcis-15121	63	34	optimizing	optimize	VERB
fcis-15121	63	35	their	their	PRON
fcis-15121	63	36	operational	operational	ADJ
fcis-15121	63	37	efficiency	efficiency	NOUN
fcis-15121	63	38	,	,	PUNCT
fcis-15121	63	39	and	and	CCONJ
fcis-15121	63	40	improving	improve	VERB
fcis-15121	63	41	profits	profit	NOUN
fcis-15121	63	42	.	.	PUNCT
fcis-15121	64	1	after	after	SCONJ
fcis-15121	64	2	the	the	DET
fcis-15121	64	3	model	model	NOUN
fcis-15121	64	4	training	training	NOUN
fcis-15121	64	5	is	be	AUX
fcis-15121	64	6	completed	complete	VERB
fcis-15121	64	7	,	,	PUNCT
fcis-15121	64	8	the	the	DET
fcis-15121	64	9	gaussian	gaussian	ADJ
fcis-15121	64	10	regression	regression	NOUN
fcis-15121	64	11	model	model	NOUN
fcis-15121	64	12	is	be	AUX
fcis-15121	64	13	used	use	VERB
fcis-15121	64	14	to	to	PART
fcis-15121	64	15	predict	predict	VERB
fcis-15121	64	16	the	the	DET
fcis-15121	64	17	sales	sale	NOUN
fcis-15121	64	18	volume	volume	NOUN
fcis-15121	64	19	of	of	ADP
fcis-15121	64	20	the	the	DET
fcis-15121	64	21	remaining	remain	VERB
fcis-15121	64	22	thirty	thirty	NUM
fcis-15121	64	23	-	-	PUNCT
fcis-15121	64	24	three	three	NUM
fcis-15121	64	25	individual	individual	ADJ
fcis-15121	64	26	items	item	NOUN
fcis-15121	64	27	on	on	ADP
fcis-15121	64	28	july	july	PROPN
fcis-15121	64	29	1	1	NUM
fcis-15121	65	1	[	[	X
fcis-15121	65	2	6	6	NUM
fcis-15121	65	3	]	]	PUNCT
fcis-15121	65	4	.	.	PUNCT
fcis-15121	66	1	details	detail	NOUN
fcis-15121	66	2	are	be	AUX
fcis-15121	66	3	shown	show	VERB
fcis-15121	66	4	in	in	ADP
fcis-15121	66	5	table	table	NOUN
fcis-15121	66	6	3	3	NUM
fcis-15121	66	7	:	:	PUNCT
fcis-15121	66	8	table	table	NOUN
fcis-15121	66	9	3	3	NUM
fcis-15121	66	10	.	.	PUNCT
fcis-15121	66	11	top20	top20	NOUN
fcis-15121	66	12	forecast	forecast	NOUN
fcis-15121	66	13	sales	sale	NOUN
fcis-15121	66	14	table	table	NOUN
fcis-15121	66	15	.	.	PUNCT
fcis-15121	67	1	item	item	NOUN
fcis-15121	67	2	name	name	NOUN
fcis-15121	67	3	sales	sale	NOUN
fcis-15121	67	4	on	on	ADP
fcis-15121	67	5	july	july	PROPN
fcis-15121	67	6	1	1	NUM
fcis-15121	67	7	item	item	NOUN
fcis-15121	67	8	name	name	NOUN
fcis-15121	67	9	sales	sale	NOUN
fcis-15121	67	10	on	on	ADP
fcis-15121	67	11	july	july	PROPN
fcis-15121	67	12	1	1	NUM
fcis-15121	67	13	yunnan	yunnan	NOUN
fcis-15121	67	14	lettuce	lettuce	NOUN
fcis-15121	67	15	(	(	PUNCT
fcis-15121	67	16	portion	portion	NOUN
fcis-15121	67	17	)	)	PUNCT
fcis-15121	67	18	35	35	NUM
fcis-15121	67	19	sweet	sweet	ADJ
fcis-15121	67	20	potato	potato	NOUN
fcis-15121	67	21	tip	tip	NOUN
fcis-15121	67	22	4.2521	4.2521	NUM
fcis-15121	67	23	yunnan	yunnan	NOUN
fcis-15121	67	24	oilseed	oilseed	NOUN
fcis-15121	67	25	rape	rape	NOUN
fcis-15121	67	26	(	(	PUNCT
fcis-15121	67	27	portion	portion	NOUN
fcis-15121	67	28	)	)	PUNCT
fcis-15121	67	29	21	21	NUM
fcis-15121	67	30	long	long	ADJ
fcis-15121	67	31	term	term	NOUN
fcis-15121	67	32	eggplant	eggplant	NOUN
fcis-15121	67	33	3.7629	3.7629	NUM
fcis-15121	67	34	peppers	pepper	NOUN
fcis-15121	67	35	(	(	PUNCT
fcis-15121	67	36	portions	portion	NOUN
fcis-15121	67	37	)	)	PUNCT
fcis-15121	67	38	20	20	NUM
fcis-15121	67	39	kogua	kogua	NOUN
fcis-15121	67	40	(	(	PUNCT
fcis-15121	67	41	1	1	NUM
fcis-15121	67	42	)	)	PUNCT
fcis-15121	67	43	2.5953	2.5953	NUM
fcis-15121	67	44	broccoli	broccoli	NOUN
fcis-15121	67	45	16.1261	16.1261	NUM
fcis-15121	67	46	water	water	NOUN
fcis-15121	67	47	caltrop	caltrop	NOUN
fcis-15121	67	48	or	or	CCONJ
fcis-15121	67	49	water	water	NOUN
fcis-15121	67	50	chestnut	chestnut	NOUN
fcis-15121	67	51	(	(	PUNCT
fcis-15121	67	52	genus	genus	NOUN
fcis-15121	67	53	trapa	trapa	VERB
fcis-15121	67	54	)	)	PUNCT
fcis-15121	67	55	2.7957	2.7957	NUM
fcis-15121	67	56	brussels	brussels	PROPN
fcis-15121	67	57	sprouts	sprout	NOUN
fcis-15121	67	58	(	(	PUNCT
fcis-15121	67	59	brassica	brassica	NOUN
fcis-15121	67	60	oleracea	oleracea	PROPN
fcis-15121	67	61	var	var	PROPN
fcis-15121	67	62	.	.	PUNCT
fcis-15121	68	1	botrytis	botrytis	NOUN
fcis-15121	68	2	)	)	PUNCT
fcis-15121	68	3	13.0084	13.0084	NUM
fcis-15121	68	4	cordyceps	cordycep	NOUN
fcis-15121	68	5	flowers	flower	NOUN
fcis-15121	68	6	(	(	PUNCT
fcis-15121	68	7	portions	portion	NOUN
fcis-15121	68	8	)	)	PUNCT
fcis-15121	68	9	3	3	NUM
fcis-15121	68	10	small	small	ADJ
fcis-15121	68	11	wrinkled	wrinkle	VERB
fcis-15121	68	12	skin	skin	NOUN
fcis-15121	68	13	(	(	PUNCT
fcis-15121	68	14	portions	portion	NOUN
fcis-15121	68	15	)	)	PUNCT
fcis-15121	68	16	10.8571	10.8571	NUM
fcis-15121	68	17	green	green	PROPN
fcis-15121	68	18	&	&	CCONJ
fcis-15121	68	19	red	red	ADJ
fcis-15121	68	20	pepper	pepper	NOUN
fcis-15121	68	21	combo	combo	NOUN
fcis-15121	68	22	(	(	PUNCT
fcis-15121	68	23	servings	serving	NOUN
fcis-15121	68	24	)	)	PUNCT
fcis-15121	68	25	2	2	NUM
fcis-15121	68	26	xixia	xixia	PROPN
fcis-15121	68	27	mushroom	mushroom	NOUN
fcis-15121	68	28	(	(	PUNCT
fcis-15121	68	29	1	1	NUM
fcis-15121	68	30	)	)	PUNCT
fcis-15121	68	31	9.5195	9.5195	NUM
fcis-15121	68	32	red	red	ADJ
fcis-15121	68	33	pepper	pepper	NOUN
fcis-15121	68	34	(	(	PUNCT
fcis-15121	68	35	2	2	NUM
fcis-15121	68	36	)	)	PUNCT
fcis-15121	68	37	1.915	1.915	NUM
fcis-15121	68	38	baby	baby	NOUN
fcis-15121	68	39	chinese	chinese	PROPN
fcis-15121	68	40	cabbage	cabbage	NOUN
fcis-15121	68	41	(	(	PUNCT
fcis-15121	68	42	mini	mini	ADJ
fcis-15121	68	43	-	-	ADJ
fcis-15121	68	44	sized	sized	ADJ
fcis-15121	68	45	variety	variety	NOUN
fcis-15121	68	46	)	)	PUNCT
fcis-15121	68	47	9.4312	9.4312	NUM
fcis-15121	68	48	yunnan	yunnan	NOUN
fcis-15121	68	49	lettuce	lettuce	NOUN
fcis-15121	68	50	1.6331	1.6331	NUM
fcis-15121	68	51	screw	screw	NOUN
fcis-15121	68	52	peppers	pepper	NOUN
fcis-15121	68	53	(	(	PUNCT
fcis-15121	68	54	portions	portion	NOUN
fcis-15121	68	55	)	)	PUNCT
fcis-15121	68	56	8	8	NUM
fcis-15121	68	57	chinese	chinese	ADJ
fcis-15121	68	58	flowering	flower	VERB
fcis-15121	68	59	cabbage	cabbage	NOUN
fcis-15121	68	60	1.0884	1.0884	NUM
fcis-15121	68	61	agaricus	agaricus	PROPN
fcis-15121	68	62	bisporus(box	bisporus(box	PROPN
fcis-15121	68	63	)	)	PUNCT
fcis-15121	68	64	8	8	NUM
fcis-15121	68	65	white	white	PROPN
fcis-15121	68	66	mushroom	mushroom	NOUN
fcis-15121	68	67	(	(	PUNCT
fcis-15121	68	68	bag	bag	NOUN
fcis-15121	68	69	)	)	PUNCT
fcis-15121	68	70	1	1	NUM
fcis-15121	68	71	afterwards	afterwards	ADV
fcis-15121	68	72	,	,	PUNCT
fcis-15121	68	73	through	through	ADP
fcis-15121	68	74	the	the	DET
fcis-15121	68	75	data	datum	NOUN
fcis-15121	68	76	after	after	ADP
fcis-15121	68	77	the	the	DET
fcis-15121	68	78	prediction	prediction	NOUN
fcis-15121	68	79	of	of	ADP
fcis-15121	68	80	the	the	DET
fcis-15121	68	81	july	july	PROPN
fcis-15121	68	82	1	1	NUM
fcis-15121	68	83	stocking	stocking	NOUN
fcis-15121	68	84	volume	volume	NOUN
fcis-15121	68	85	,	,	PUNCT
fcis-15121	68	86	and	and	CCONJ
fcis-15121	68	87	as	as	ADP
fcis-15121	68	88	a	a	DET
fcis-15121	68	89	basis	basis	NOUN
fcis-15121	68	90	for	for	ADP
fcis-15121	68	91	drawing	draw	VERB
fcis-15121	68	92	the	the	DET
fcis-15121	68	93	distribution	distribution	NOUN
fcis-15121	68	94	of	of	ADP
fcis-15121	68	95	vegetable	vegetable	NOUN
fcis-15121	68	96	stocking	stocking	NOUN
fcis-15121	68	97	volume	volume	NOUN
fcis-15121	68	98	,	,	PUNCT
fcis-15121	68	99	it	it	PRON
fcis-15121	68	100	is	be	AUX
fcis-15121	68	101	not	not	PART
fcis-15121	68	102	difficult	difficult	ADJ
fcis-15121	68	103	to	to	PART
fcis-15121	68	104	find	find	VERB
fcis-15121	68	105	thirtythree	thirtythree	NOUN
fcis-15121	68	106	single	single	ADJ
fcis-15121	68	107	products	product	NOUN
fcis-15121	68	108	to	to	PART
fcis-15121	68	109	meet	meet	VERB
fcis-15121	68	110	the	the	DET
fcis-15121	68	111	needs	need	NOUN
fcis-15121	68	112	of	of	ADP
fcis-15121	68	113	the	the	DET
fcis-15121	68	114	supermarket	supermarket	NOUN
fcis-15121	68	115	.	.	PUNCT
fcis-15121	69	1	finally	finally	ADV
fcis-15121	69	2	,	,	PUNCT
fcis-15121	69	3	the	the	DET
fcis-15121	69	4	thirty	thirty	NUM
fcis-15121	69	5	-	-	PUNCT
fcis-15121	69	6	three	three	NUM
fcis-15121	69	7	specific	specific	ADJ
fcis-15121	69	8	product	product	NOUN
fcis-15121	69	9	july	july	PROPN
fcis-15121	69	10	1	1	NUM
fcis-15121	69	11	net	net	ADJ
fcis-15121	69	12	income	income	NOUN
fcis-15121	69	13	summary	summary	NOUN
fcis-15121	69	14	,	,	PUNCT
fcis-15121	69	15	get	get	VERB
fcis-15121	69	16	the	the	DET
fcis-15121	69	17	maximum	maximum	ADJ
fcis-15121	69	18	gain	gain	NOUN
fcis-15121	69	19	of	of	ADP
fcis-15121	69	20	397.3364	397.3364	NUM
fcis-15121	69	21	.	.	PUNCT
fcis-15121	70	1	therefore	therefore	ADV
fcis-15121	70	2	,	,	PUNCT
fcis-15121	70	3	on	on	ADP
fcis-15121	70	4	july	july	PROPN
fcis-15121	70	5	1	1	NUM
fcis-15121	70	6	as	as	ADV
fcis-15121	70	7	far	far	ADV
fcis-15121	70	8	as	as	ADP
fcis-15121	70	9	possible	possible	ADJ
fcis-15121	70	10	to	to	PART
fcis-15121	70	11	meet	meet	VERB
fcis-15121	70	12	the	the	DET
fcis-15121	70	13	supermarket	supermarket	NOUN
fcis-15121	70	14	on	on	ADP
fcis-15121	70	15	the	the	DET
fcis-15121	70	16	market	market	NOUN
fcis-15121	70	17	supply	supply	NOUN
fcis-15121	70	18	meets	meet	VERB
fcis-15121	70	19	the	the	DET
fcis-15121	70	20	market	market	NOUN
fcis-15121	70	21	on	on	ADP
fcis-15121	70	22	the	the	DET
fcis-15121	70	23	premise	premise	NOUN
fcis-15121	70	24	of	of	ADP
fcis-15121	70	25	several	several	ADJ
fcis-15121	70	26	types	type	NOUN
fcis-15121	70	27	of	of	ADP
fcis-15121	70	28	vegetables	vegetable	NOUN
fcis-15121	70	29	,	,	PUNCT
fcis-15121	70	30	through	through	ADP
fcis-15121	70	31	the	the	DET
fcis-15121	70	32	sales	sale	NOUN
fcis-15121	70	33	volume	volume	NOUN
fcis-15121	70	34	of	of	ADP
fcis-15121	70	35	2.5	2.5	NUM
fcis-15121	70	36	kg	kg	NOUN
fcis-15121	70	37	divided	divide	VERB
fcis-15121	70	38	into	into	ADP
fcis-15121	70	39	benchmarks	benchmark	NOUN
fcis-15121	70	40	,	,	PUNCT
fcis-15121	70	41	on	on	ADP
fcis-15121	70	42	the	the	DET
fcis-15121	70	43	two	two	NUM
fcis-15121	70	44	types	type	NOUN
fcis-15121	70	45	of	of	ADP
fcis-15121	70	46	data	datum	NOUN
fcis-15121	70	47	pure	pure	ADJ
fcis-15121	70	48	income	income	NOUN
fcis-15121	70	49	summation	summation	NOUN
fcis-15121	70	50	,	,	PUNCT
fcis-15121	70	51	to	to	PART
fcis-15121	70	52	get	get	VERB
fcis-15121	70	53	the	the	DET
fcis-15121	70	54	super	super	ADJ
fcis-15121	70	55	july	july	PROPN
fcis-15121	70	56	1	1	NUM
fcis-15121	70	57	income	income	NOUN
fcis-15121	70	58	maximization	maximization	NOUN
fcis-15121	70	59	data	datum	NOUN
fcis-15121	70	60	for	for	ADP
fcis-15121	70	61	397.3364	397.3364	NUM
fcis-15121	70	62	.	.	NOUN
fcis-15121	71	1	5	5	NUM
fcis-15121	71	2	.	.	X
fcis-15121	71	3	conclusion	conclusion	NOUN
fcis-15121	71	4	in	in	ADP
fcis-15121	71	5	this	this	DET
fcis-15121	71	6	paper	paper	NOUN
fcis-15121	71	7	,	,	PUNCT
fcis-15121	71	8	an	an	DET
fcis-15121	71	9	efficient	efficient	ADJ
fcis-15121	71	10	forecasting	forecasting	NOUN
fcis-15121	71	11	model	model	NOUN
fcis-15121	71	12	is	be	AUX
fcis-15121	71	13	successfully	successfully	ADV
fcis-15121	71	14	constructed	construct	VERB
fcis-15121	71	15	,	,	PUNCT
fcis-15121	71	16	which	which	PRON
fcis-15121	71	17	is	be	AUX
fcis-15121	71	18	used	use	VERB
fcis-15121	71	19	to	to	PART
fcis-15121	71	20	optimize	optimize	VERB
fcis-15121	71	21	the	the	DET
fcis-15121	71	22	inventory	inventory	NOUN
fcis-15121	71	23	management	management	NOUN
fcis-15121	71	24	and	and	CCONJ
fcis-15121	71	25	pricing	pricing	NOUN
fcis-15121	71	26	strategy	strategy	NOUN
fcis-15121	71	27	of	of	ADP
fcis-15121	71	28	fresh	fresh	ADJ
fcis-15121	71	29	food	food	NOUN
fcis-15121	71	30	supermarkets	supermarket	NOUN
fcis-15121	71	31	.	.	PUNCT
fcis-15121	72	1	the	the	DET
fcis-15121	72	2	significant	significant	ADJ
fcis-15121	72	3	advantages	advantage	NOUN
fcis-15121	72	4	of	of	ADP
fcis-15121	72	5	the	the	DET
fcis-15121	72	6	model	model	NOUN
fcis-15121	72	7	include	include	VERB
fcis-15121	72	8	making	make	VERB
fcis-15121	72	9	full	full	ADJ
fcis-15121	72	10	use	use	NOUN
fcis-15121	72	11	of	of	ADP
fcis-15121	72	12	time	time	NOUN
fcis-15121	72	13	series	series	PROPN
fcis-15121	72	14	data	data	PROPN
fcis-15121	72	15	and	and	CCONJ
fcis-15121	72	16	applying	apply	VERB
fcis-15121	72	17	statistical	statistical	ADJ
fcis-15121	72	18	analysis	analysis	NOUN
fcis-15121	72	19	and	and	CCONJ
fcis-15121	72	20	visualization	visualization	NOUN
fcis-15121	72	21	tools	tool	NOUN
fcis-15121	72	22	such	such	ADJ
fcis-15121	72	23	as	as	ADP
fcis-15121	72	24	line	line	NOUN
fcis-15121	72	25	plots	plot	NOUN
fcis-15121	72	26	,	,	PUNCT
fcis-15121	72	27	correlation	correlation	NOUN
fcis-15121	72	28	matrices	matrix	NOUN
fcis-15121	72	29	,	,	PUNCT
fcis-15121	72	30	spearman	spearman	NOUN
fcis-15121	72	31	coefficients	coefficient	NOUN
fcis-15121	72	32	,	,	PUNCT
fcis-15121	72	33	and	and	CCONJ
fcis-15121	72	34	heat	heat	NOUN
fcis-15121	72	35	maps	map	NOUN
fcis-15121	72	36	to	to	PART
fcis-15121	72	37	intuitively	intuitively	ADV
fcis-15121	72	38	understand	understand	VERB
fcis-15121	72	39	the	the	DET
fcis-15121	72	40	data	data	NOUN
fcis-15121	72	41	structure	structure	NOUN
fcis-15121	72	42	.	.	PUNCT
fcis-15121	73	1	the	the	DET
fcis-15121	73	2	introduction	introduction	NOUN
fcis-15121	73	3	of	of	ADP
fcis-15121	73	4	lstm	lstm	PROPN
fcis-15121	73	5	time	time	PROPN
fcis-15121	73	6	series	series	PROPN
fcis-15121	73	7	forecasting	forecasting	NOUN
fcis-15121	73	8	efficiently	efficiently	ADV
fcis-15121	73	9	handles	handle	VERB
fcis-15121	73	10	the	the	DET
fcis-15121	73	11	problem	problem	NOUN
fcis-15121	73	12	of	of	ADP
fcis-15121	73	13	long	long	ADV
fcis-15121	73	14	-	-	PUNCT
fcis-15121	73	15	run	run	VERB
fcis-15121	73	16	dependence	dependence	NOUN
fcis-15121	73	17	and	and	CCONJ
fcis-15121	73	18	multivariate	multivariate	NOUN
fcis-15121	73	19	sequences	sequence	NOUN
fcis-15121	73	20	,	,	PUNCT
fcis-15121	73	21	and	and	CCONJ
fcis-15121	73	22	the	the	DET
fcis-15121	73	23	gaussian	gaussian	ADJ
fcis-15121	73	24	regression	regression	NOUN
fcis-15121	73	25	forecasting	forecasting	NOUN
fcis-15121	73	26	model	model	NOUN
fcis-15121	73	27	helps	help	VERB
fcis-15121	73	28	to	to	PART
fcis-15121	73	29	maximize	maximize	VERB
fcis-15121	73	30	the	the	DET
fcis-15121	73	31	revenue	revenue	NOUN
fcis-15121	73	32	of	of	ADP
fcis-15121	73	33	the	the	DET
fcis-15121	73	34	superstore	superstore	NOUN
fcis-15121	73	35	in	in	ADP
fcis-15121	73	36	the	the	DET
fcis-15121	73	37	face	face	NOUN
fcis-15121	73	38	of	of	ADP
fcis-15121	73	39	the	the	DET
fcis-15121	73	40	changing	change	VERB
fcis-15121	73	41	market	market	NOUN
fcis-15121	73	42	demand	demand	NOUN
fcis-15121	73	43	the	the	DET
fcis-15121	73	44	model	model	NOUN
fcis-15121	73	45	is	be	AUX
fcis-15121	73	46	not	not	PART
fcis-15121	73	47	suitable	suitable	ADJ
fcis-15121	73	48	for	for	ADP
fcis-15121	73	49	the	the	DET
fcis-15121	73	50	market	market	NOUN
fcis-15121	73	51	demand	demand	NOUN
fcis-15121	73	52	.	.	PUNCT
fcis-15121	74	1	however	however	ADV
fcis-15121	74	2	,	,	PUNCT
fcis-15121	74	3	the	the	DET
fcis-15121	74	4	models	model	NOUN
fcis-15121	74	5	have	have	VERB
fcis-15121	74	6	limitations	limitation	NOUN
fcis-15121	74	7	in	in	ADP
fcis-15121	74	8	terms	term	NOUN
fcis-15121	74	9	of	of	ADP
fcis-15121	74	10	applicability	applicability	NOUN
fcis-15121	74	11	to	to	ADP
fcis-15121	74	12	certain	certain	ADJ
fcis-15121	74	13	time	time	NOUN
fcis-15121	74	14	series	series	PROPN
fcis-15121	74	15	data	datum	NOUN
fcis-15121	74	16	types	type	NOUN
fcis-15121	74	17	as	as	ADV
fcis-15121	74	18	well	well	ADV
fcis-15121	74	19	as	as	ADP
fcis-15121	74	20	data	data	NOUN
fcis-15121	74	21	integration	integration	NOUN
fcis-15121	74	22	and	and	CCONJ
fcis-15121	74	23	updating	update	VERB
fcis-15121	74	24	issues	issue	NOUN
fcis-15121	74	25	in	in	ADP
fcis-15121	74	26	practical	practical	ADJ
fcis-15121	74	27	applications	application	NOUN
fcis-15121	74	28	.	.	PUNCT
fcis-15121	75	1	to	to	PART
fcis-15121	75	2	improve	improve	VERB
fcis-15121	75	3	the	the	DET
fcis-15121	75	4	model	model	NOUN
fcis-15121	75	5	,	,	PUNCT
fcis-15121	75	6	it	it	PRON
fcis-15121	75	7	is	be	AUX
fcis-15121	75	8	recommended	recommend	VERB
fcis-15121	75	9	to	to	PART
fcis-15121	75	10	adjust	adjust	VERB
fcis-15121	75	11	the	the	DET
fcis-15121	75	12	kernel	kernel	NOUN
fcis-15121	75	13	function	function	NOUN
fcis-15121	75	14	in	in	ADP
fcis-15121	75	15	gaussian	gaussian	ADJ
fcis-15121	75	16	regression	regression	NOUN
fcis-15121	75	17	or	or	CCONJ
fcis-15121	75	18	to	to	PART
fcis-15121	75	19	use	use	VERB
fcis-15121	75	20	integrated	integrated	ADJ
fcis-15121	75	21	learning	learning	NOUN
fcis-15121	75	22	methods	method	NOUN
fcis-15121	75	23	such	such	ADJ
fcis-15121	75	24	as	as	ADP
fcis-15121	75	25	random	random	ADJ
fcis-15121	75	26	forests	forest	NOUN
fcis-15121	75	27	or	or	CCONJ
fcis-15121	75	28	gradient	gradient	NOUN
fcis-15121	75	29	boosting	boost	VERB
fcis-15121	75	30	trees	tree	NOUN
fcis-15121	75	31	.	.	PUNCT
fcis-15121	76	1	in	in	ADP
fcis-15121	76	2	addition	addition	NOUN
fcis-15121	76	3	,	,	PUNCT
fcis-15121	76	4	this	this	DET
fcis-15121	76	5	model	model	NOUN
fcis-15121	76	6	is	be	AUX
fcis-15121	76	7	also	also	ADV
fcis-15121	76	8	applicable	applicable	ADJ
fcis-15121	76	9	to	to	ADP
fcis-15121	76	10	sales	sale	NOUN
fcis-15121	76	11	forecasting	forecasting	NOUN
fcis-15121	76	12	of	of	ADP
fcis-15121	76	13	other	other	ADJ
fcis-15121	76	14	commodity	commodity	NOUN
fcis-15121	76	15	types	type	NOUN
fcis-15121	76	16	such	such	ADJ
fcis-15121	76	17	as	as	ADP
fcis-15121	76	18	meat	meat	NOUN
fcis-15121	76	19	,	,	PUNCT
fcis-15121	76	20	beverages	beverage	NOUN
fcis-15121	76	21	,	,	PUNCT
fcis-15121	76	22	and	and	CCONJ
fcis-15121	76	23	cold	cold	ADJ
fcis-15121	76	24	goods	good	NOUN
fcis-15121	76	25	,	,	PUNCT
fcis-15121	76	26	demonstrating	demonstrate	VERB
fcis-15121	76	27	its	its	PRON
fcis-15121	76	28	broad	broad	ADJ
fcis-15121	76	29	potential	potential	NOUN
fcis-15121	76	30	for	for	ADP
fcis-15121	76	31	time	time	NOUN
fcis-15121	76	32	series	series	PROPN
fcis-15121	76	33	purchase	purchase	NOUN
fcis-15121	76	34	problem	problem	NOUN
fcis-15121	76	35	processing	processing	NOUN
fcis-15121	76	36	.	.	PUNCT
fcis-15121	77	1	with	with	ADP
fcis-15121	77	2	these	these	DET
fcis-15121	77	3	improvements	improvement	NOUN
fcis-15121	77	4	,	,	PUNCT
fcis-15121	77	5	the	the	DET
fcis-15121	77	6	model	model	NOUN
fcis-15121	77	7	will	will	AUX
fcis-15121	77	8	be	be	AUX
fcis-15121	77	9	more	more	ADV
fcis-15121	77	10	accurately	accurately	ADV
fcis-15121	77	11	adapted	adapt	VERB
fcis-15121	77	12	to	to	ADP
fcis-15121	77	13	different	different	ADJ
fcis-15121	77	14	market	market	NOUN
fcis-15121	77	15	demands	demand	NOUN
fcis-15121	77	16	,	,	PUNCT
fcis-15121	77	17	providing	provide	VERB
fcis-15121	77	18	dedicated	dedicated	ADJ
fcis-15121	77	19	support	support	NOUN
fcis-15121	77	20	for	for	ADP
fcis-15121	77	21	operational	operational	ADJ
fcis-15121	77	22	optimization	optimization	NOUN
fcis-15121	77	23	of	of	ADP
fcis-15121	77	24	superstores	superstore	NOUN
fcis-15121	77	25	and	and	CCONJ
fcis-15121	77	26	other	other	ADJ
fcis-15121	77	27	retail	retail	ADJ
fcis-15121	77	28	businesses	business	NOUN
fcis-15121	77	29	.	.	PUNCT
fcis-15121	78	1	references	reference	NOUN
fcis-15121	78	2	[	[	X
fcis-15121	78	3	1	1	X
fcis-15121	78	4	]	]	PUNCT
fcis-15121	78	5	jing	jing	PROPN
fcis-15121	78	6	wang	wang	PROPN
fcis-15121	78	7	,	,	PUNCT
fcis-15121	78	8	miaomiao	miaomiao	PROPN
fcis-15121	78	9	he	he	PRON
fcis-15121	78	10	,	,	PUNCT
fcis-15121	78	11	jian	jian	PROPN
fcis-15121	78	12	ding	ding	PROPN
fcis-15121	78	13	et	et	PROPN
fcis-15121	79	1	al	al	PROPN
fcis-15121	79	2	.	.	PROPN
fcis-15121	79	3	spatio	spatio	PROPN
fcis-15121	79	4	-	-	PUNCT
fcis-15121	79	5	temporal	temporal	ADJ
fcis-15121	79	6	graph	graph	NOUN
fcis-15121	79	7	convolutional	convolutional	ADJ
fcis-15121	79	8	network	network	NOUN
fcis-15121	79	9	for	for	ADP
fcis-15121	79	10	multidimensional	multidimensional	ADJ
fcis-15121	79	11	time	time	NOUN
fcis-15121	79	12	series	series	PROPN
fcis-15121	79	13	anomaly	anomaly	PROPN
fcis-15121	79	14	detection[j	detection[j	PROPN
fcis-15121	79	15	/	/	SYM
fcis-15121	79	16	ol	ol	PROPN
fcis-15121	79	17	]	]	PUNCT
fcis-15121	79	18	.	.	PUNCT
fcis-15121	80	1	journal	journal	PROPN
fcis-15121	80	2	of	of	ADP
fcis-15121	80	3	xi'an	xi'an	PROPN
fcis-15121	80	4	university	university	PROPN
fcis-15121	80	5	of	of	ADP
fcis-15121	80	6	electronic	electronic	ADJ
fcis-15121	80	7	science	science	NOUN
fcis-15121	80	8	and	and	CCONJ
fcis-15121	80	9	technology,1	technology,1	NOUN
fcis-15121	80	10	-	-	PUNCT
fcis-15121	80	11	11[2023	11[2023	NUM
fcis-15121	80	12	-	-	PUNCT
fcis-15121	80	13	11	11	NUM
fcis-15121	80	14	-	-	SYM
fcis-15121	80	15	29]https://	29]https://	NUM
fcis-15121	80	16	doi.org/	doi.org/	ADV
fcis-15121	80	17	10.19665	10.19665	NUM
fcis-15121	80	18	/	/	SYM
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fcis-15121	80	21	2400.20230804	2400.20230804	NOUN
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fcis-15121	81	1	[	[	X
fcis-15121	81	2	2	2	NUM
fcis-15121	81	3	]	]	PUNCT
fcis-15121	81	4	yu	yu	PROPN
fcis-15121	81	5	qun	qun	PROPN
fcis-15121	81	6	,	,	PUNCT
fcis-15121	81	7	huo	huo	PROPN
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fcis-15121	81	9	,	,	PUNCT
fcis-15121	81	10	he	he	PRON
fcis-15121	81	11	jian	jian	PROPN
fcis-15121	81	12	et	et	PROPN
fcis-15121	81	13	al	al	PROPN
fcis-15121	81	14	.	.	PROPN
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fcis-15121	81	16	prediction	prediction	NOUN
fcis-15121	81	17	of	of	ADP
fcis-15121	81	18	power	power	NOUN
fcis-15121	81	19	outages	outage	NOUN
fcis-15121	81	20	in	in	ADP
fcis-15121	81	21	china	china	PROPN
fcis-15121	81	22	based	base	VERB
fcis-15121	81	23	on	on	ADP
fcis-15121	81	24	spearman	spearman	NOUN
fcis-15121	81	25	correlation	correlation	NOUN
fcis-15121	81	26	coefficient	coefficient	NOUN
fcis-15121	81	27	and	and	CCONJ
fcis-15121	81	28	system	system	NOUN
fcis-15121	81	29	inertia[j	inertia[j	NOUN
fcis-15121	81	30	]	]	PUNCT
fcis-15121	81	31	.	.	PUNCT
fcis-15121	82	1	chinese	chinese	ADJ
fcis-15121	82	2	journal	journal	PROPN
fcis-15121	82	3	of	of	ADP
fcis-15121	82	4	electrical	electrical	ADJ
fcis-15121	82	5	engineering,2023,43(14	engineering,2023,43(14	NOUN
fcis-15121	82	6	):	):	PUNCT
fcis-15121	82	7	5372	5372	NUM
fcis-15121	82	8	-	-	PUNCT
fcis-15121	82	9	5381.doi:10.13334	5381.doi:10.13334	PROPN
fcis-15121	82	10	/	/	SYM
fcis-15121	82	11	j.02588013.pcsee.220035	j.02588013.pcsee.220035	NOUN
fcis-15121	82	12	.	.	PUNCT
fcis-15121	83	1	[	[	X
fcis-15121	83	2	3	3	X
fcis-15121	83	3	]	]	X
fcis-15121	83	4	yang	yang	PROPN
fcis-15121	83	5	wei	wei	PROPN
fcis-15121	83	6	-	-	PROPN
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fcis-15121	83	8	,	,	PUNCT
fcis-15121	83	9	gao	gao	PROPN
fcis-15121	83	10	yu	yu	PROPN
fcis-15121	83	11	-	-	PROPN
fcis-15121	83	12	xuan	xuan	PROPN
fcis-15121	83	13	,	,	PUNCT
fcis-15121	83	14	cao	cao	PROPN
fcis-15121	83	15	lei	lei	PROPN
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fcis-15121	83	22	mlp	mlp	NOUN
fcis-15121	83	23	to	to	PART
fcis-15121	83	24	predict	predict	VERB
fcis-15121	83	25	the	the	DET
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fcis-15121	83	27	water	water	NOUN
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fcis-15121	83	30	of	of	ADP
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fcis-15121	83	32	reservoir[j	reservoir[j	NOUN
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fcis-15121	83	34	.	.	PUNCT
fcis-15121	84	1	shaanxi	shaanxi	PROPN
fcis-15121	84	2	water	water	PROPN
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fcis-15121	84	4	-	-	ADJ
fcis-15121	84	5	21	21	NUM
fcis-15121	84	6	+	+	ADJ
fcis-15121	84	7	25.doi:10.16747	25.doi:10.16747	PROPN
fcis-15121	84	8	/	/	SYM
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fcis-15121	84	11	.	.	PUNCT
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fcis-15121	86	9	on	on	ADP
fcis-15121	86	10	lstm	lstm	PROPN
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fcis-15121	86	12	network[j	network[j	PROPN
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fcis-15121	87	4	-	-	PUNCT
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fcis-15121	87	10	.	.	PUNCT
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fcis-15121	87	12	.	.	PUNCT
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fcis-15121	88	2	.	.	PUNCT
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fcis-15121	89	7	,	,	PUNCT
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fcis-15121	90	10	predictive	predictive	ADJ
fcis-15121	90	11	control	control	NOUN
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fcis-15121	91	8	,	,	PUNCT
fcis-15121	91	9	57(04	57(04	NUM
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fcis-15121	92	12	image	image	NOUN
fcis-15121	92	13	relationship	relationship	NOUN
fcis-15121	92	14	of	of	ADP
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fcis-15121	92	17	attribute	attribute	NOUN
fcis-15121	92	18	mapping	mapping	NOUN
fcis-15121	92	19	in	in	ADP
fcis-15121	92	20	national	national	ADJ
fcis-15121	92	21	land	land	NOUN
fcis-15121	92	22	space	space	NOUN
fcis-15121	92	23	based	base	VERB
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fcis-15121	92	30	.	.	PUNCT
fcis-15121	93	1	resource	resource	NOUN
fcis-15121	93	2	development	development	NOUN
fcis-15121	93	3	and	and	CCONJ
fcis-15121	93	4	market,1	market,1	NOUN
fcis-15121	93	5	-	-	PUNCT
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fcis-15121	93	11	.	.	PUNCT
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