id	sid	tid	token	lemma	pos
ijassa-1252	1	1	microsoft	microsoft	PROPN
ijassa-1252	1	2	word	word	PROPN
ijassa-1252	1	3	b-1252	b-1252	NOUN
ijassa-1252	1	4	-	-	PUNCT
ijassa-1252	1	5	article	article	NOUN
ijassa-1252	1	6	_	_	PUNCT
ijassa-1252	2	1	fin2	fin2	PROPN
ijassa-1252	2	2	adv	adv	PROPN
ijassa-1252	2	3	syst	syst	PROPN
ijassa-1252	2	4	sci	sci	PROPN
ijassa-1252	2	5	appl	appl	PROPN
ijassa-1252	2	6	2022	2022	NUM
ijassa-1252	2	7	;	;	PUNCT
ijassa-1252	2	8	04	04	NUM
ijassa-1252	2	9	;	;	PUNCT
ijassa-1252	2	10	126	126	NUM
ijassa-1252	2	11	-	-	SYM
ijassa-1252	2	12	143	143	NUM
ijassa-1252	2	13	published	publish	VERB
ijassa-1252	2	14	online	online	ADV
ijassa-1252	2	15	at	at	ADP
ijassa-1252	2	16	http://ijassa.ipu.ru	http://ijassa.ipu.ru	ADV
ijassa-1252	2	17	.	.	PUNCT
ijassa-1252	3	1	raw	raw	ADJ
ijassa-1252	3	2	material	material	NOUN
ijassa-1252	3	3	price	price	NOUN
ijassa-1252	3	4	forecasting	forecasting	NOUN
ijassa-1252	3	5	on	on	ADP
ijassa-1252	3	6	commodity	commodity	NOUN
ijassa-1252	3	7	markets	market	NOUN
ijassa-1252	3	8	:	:	PUNCT
ijassa-1252	3	9	application	application	NOUN
ijassa-1252	3	10	of	of	ADP
ijassa-1252	3	11	expert	expert	NOUN
ijassa-1252	3	12	and	and	CCONJ
ijassa-1252	3	13	quantitative	quantitative	ADJ
ijassa-1252	3	14	information	information	NOUN
ijassa-1252	4	1	zinaida	zinaida	PROPN
ijassa-1252	4	2	k.	k.	PROPN
ijassa-1252	5	1	avdeeva1	avdeeva1	PROPN
ijassa-1252	5	2	*	*	PUNCT
ijassa-1252	5	3	,	,	PUNCT
ijassa-1252	5	4	elena	elena	PROPN
ijassa-1252	5	5	a.	a.	PROPN
ijassa-1252	5	6	grebenuyk1	grebenuyk1	PROPN
ijassa-1252	5	7	,	,	PUNCT
ijassa-1252	5	8	svetlana	svetlana	PROPN
ijassa-1252	5	9	v.	v.	ADP
ijassa-1252	5	10	kovriga1	kovriga1	PROPN
ijassa-1252	5	11	1	1	NUM
ijassa-1252	5	12	)	)	PUNCT
ijassa-1252	5	13	trapeznikov	trapeznikov	PROPN
ijassa-1252	5	14	v.a	v.a	PROPN
ijassa-1252	5	15	.	.	PROPN
ijassa-1252	5	16	institute	institute	PROPN
ijassa-1252	5	17	of	of	ADP
ijassa-1252	5	18	control	control	PROPN
ijassa-1252	5	19	sciences	sciences	PROPN
ijassa-1252	5	20	of	of	ADP
ijassa-1252	5	21	ras	ras	PROPN
ijassa-1252	5	22	,	,	PUNCT
ijassa-1252	5	23	moscow	moscow	PROPN
ijassa-1252	5	24	,	,	PUNCT
ijassa-1252	5	25	russia	russia	PROPN
ijassa-1252	5	26	e	e	NOUN
ijassa-1252	5	27	-	-	NOUN
ijassa-1252	5	28	mail	mail	NOUN
ijassa-1252	5	29	:	:	PUNCT
ijassa-1252	5	30	zinaida.avdeeva@gmail.com	zinaida.avdeeva@gmail.com	X
ijassa-1252	5	31	e	e	NOUN
ijassa-1252	5	32	-	-	NOUN
ijassa-1252	5	33	mail	mail	NOUN
ijassa-1252	5	34	:	:	PUNCT
ijassa-1252	5	35	lngrebenuk12@yandex.ru	lngrebenuk12@yandex.ru	PUNCT
ijassa-1252	5	36	e	e	X
ijassa-1252	5	37	-	-	NOUN
ijassa-1252	5	38	mail	mail	NOUN
ijassa-1252	5	39	:	:	PUNCT
ijassa-1252	5	40	kovriga@ipu.ru	kovriga@ipu.ru	VERB
ijassa-1252	5	41	abstract	abstract	NOUN
ijassa-1252	5	42	:	:	PUNCT
ijassa-1252	5	43	the	the	DET
ijassa-1252	5	44	article	article	NOUN
ijassa-1252	5	45	considers	consider	VERB
ijassa-1252	5	46	the	the	DET
ijassa-1252	5	47	problem	problem	NOUN
ijassa-1252	5	48	of	of	ADP
ijassa-1252	5	49	forecasting	forecast	VERB
ijassa-1252	5	50	prices	price	NOUN
ijassa-1252	5	51	on	on	ADP
ijassa-1252	5	52	the	the	DET
ijassa-1252	5	53	commodity	commodity	NOUN
ijassa-1252	5	54	market	market	NOUN
ijassa-1252	5	55	for	for	ADP
ijassa-1252	5	56	the	the	DET
ijassa-1252	5	57	year	year	NOUN
ijassa-1252	5	58	ahead	ahead	ADV
ijassa-1252	5	59	,	,	PUNCT
ijassa-1252	5	60	broken	break	VERB
ijassa-1252	5	61	down	down	ADP
ijassa-1252	5	62	by	by	ADP
ijassa-1252	5	63	months	month	NOUN
ijassa-1252	5	64	.	.	PUNCT
ijassa-1252	6	1	the	the	DET
ijassa-1252	6	2	uncertainty	uncertainty	NOUN
ijassa-1252	6	3	level	level	NOUN
ijassa-1252	6	4	of	of	ADP
ijassa-1252	6	5	the	the	DET
ijassa-1252	6	6	forecast	forecast	NOUN
ijassa-1252	6	7	increases	increase	VERB
ijassa-1252	6	8	with	with	ADP
ijassa-1252	6	9	the	the	DET
ijassa-1252	6	10	increase	increase	NOUN
ijassa-1252	6	11	of	of	ADP
ijassa-1252	6	12	its	its	PRON
ijassa-1252	6	13	horizon	horizon	NOUN
ijassa-1252	6	14	,	,	PUNCT
ijassa-1252	6	15	due	due	ADP
ijassa-1252	6	16	to	to	ADP
ijassa-1252	6	17	changes	change	NOUN
ijassa-1252	6	18	caused	cause	VERB
ijassa-1252	6	19	by	by	ADP
ijassa-1252	6	20	events	event	NOUN
ijassa-1252	6	21	of	of	ADP
ijassa-1252	6	22	the	the	DET
ijassa-1252	6	23	external	external	ADJ
ijassa-1252	6	24	environment	environment	NOUN
ijassa-1252	6	25	on	on	ADP
ijassa-1252	6	26	the	the	DET
ijassa-1252	6	27	forecasting	forecasting	NOUN
ijassa-1252	6	28	horizon	horizon	NOUN
ijassa-1252	6	29	.	.	PUNCT
ijassa-1252	7	1	to	to	PART
ijassa-1252	7	2	reduce	reduce	VERB
ijassa-1252	7	3	this	this	DET
ijassa-1252	7	4	uncertainty	uncertainty	NOUN
ijassa-1252	7	5	,	,	PUNCT
ijassa-1252	7	6	we	we	PRON
ijassa-1252	7	7	have	have	AUX
ijassa-1252	7	8	proposed	propose	VERB
ijassa-1252	7	9	a	a	DET
ijassa-1252	7	10	hybrid	hybrid	ADJ
ijassa-1252	7	11	model	model	NOUN
ijassa-1252	7	12	for	for	ADP
ijassa-1252	7	13	the	the	DET
ijassa-1252	7	14	formation	formation	NOUN
ijassa-1252	7	15	and	and	CCONJ
ijassa-1252	7	16	correction	correction	NOUN
ijassa-1252	7	17	of	of	ADP
ijassa-1252	7	18	a	a	DET
ijassa-1252	7	19	monthly	monthly	ADJ
ijassa-1252	7	20	price	price	NOUN
ijassa-1252	7	21	forecast	forecast	NOUN
ijassa-1252	7	22	for	for	ADP
ijassa-1252	7	23	the	the	DET
ijassa-1252	7	24	year	year	NOUN
ijassa-1252	7	25	ahead	ahead	ADV
ijassa-1252	7	26	.	.	PUNCT
ijassa-1252	8	1	this	this	DET
ijassa-1252	8	2	model	model	NOUN
ijassa-1252	8	3	uses	use	VERB
ijassa-1252	8	4	for	for	ADP
ijassa-1252	8	5	forecasting	forecast	VERB
ijassa-1252	8	6	expert	expert	ADJ
ijassa-1252	8	7	-	-	ADJ
ijassa-1252	8	8	analytical	analytical	ADJ
ijassa-1252	8	9	information	information	NOUN
ijassa-1252	8	10	processed	process	VERB
ijassa-1252	8	11	using	use	VERB
ijassa-1252	8	12	the	the	DET
ijassa-1252	8	13	fcm	fcm	PROPN
ijassa-1252	8	14	model	model	NOUN
ijassa-1252	8	15	,	,	PUNCT
ijassa-1252	8	16	and	and	CCONJ
ijassa-1252	8	17	data	datum	NOUN
ijassa-1252	8	18	from	from	ADP
ijassa-1252	8	19	time	time	NOUN
ijassa-1252	8	20	series	series	NOUN
ijassa-1252	8	21	of	of	ADP
ijassa-1252	8	22	commodity	commodity	NOUN
ijassa-1252	8	23	market	market	NOUN
ijassa-1252	8	24	prices	price	NOUN
ijassa-1252	8	25	and	and	CCONJ
ijassa-1252	8	26	macro	macro	ADJ
ijassa-1252	8	27	indicators	indicator	NOUN
ijassa-1252	8	28	.	.	PUNCT
ijassa-1252	9	1	model	model	NOUN
ijassa-1252	9	2	of	of	ADP
ijassa-1252	9	3	forecasting	forecasting	NOUN
ijassa-1252	9	4	has	have	AUX
ijassa-1252	9	5	based	base	VERB
ijassa-1252	9	6	on	on	ADP
ijassa-1252	9	7	the	the	DET
ijassa-1252	9	8	use	use	NOUN
ijassa-1252	9	9	of	of	ADP
ijassa-1252	9	10	an	an	DET
ijassa-1252	9	11	ensemble	ensemble	NOUN
ijassa-1252	9	12	of	of	ADP
ijassa-1252	9	13	vecm	vecm	NOUN
ijassa-1252	9	14	and	and	CCONJ
ijassa-1252	9	15	var	var	NOUN
ijassa-1252	9	16	models	model	NOUN
ijassa-1252	9	17	built	build	VERB
ijassa-1252	9	18	at	at	ADP
ijassa-1252	9	19	various	various	ADJ
ijassa-1252	9	20	time	time	NOUN
ijassa-1252	9	21	scales	scale	NOUN
ijassa-1252	9	22	.	.	PUNCT
ijassa-1252	10	1	for	for	ADP
ijassa-1252	10	2	correcting	correct	VERB
ijassa-1252	10	3	the	the	DET
ijassa-1252	10	4	target	target	NOUN
ijassa-1252	10	5	indicator	indicator	NOUN
ijassa-1252	10	6	forecast	forecast	NOUN
ijassa-1252	10	7	on	on	ADP
ijassa-1252	10	8	the	the	DET
ijassa-1252	10	9	forecasting	forecasting	NOUN
ijassa-1252	10	10	horizon	horizon	NOUN
ijassa-1252	10	11	we	we	PRON
ijassa-1252	10	12	have	have	AUX
ijassa-1252	10	13	developed	develop	VERB
ijassa-1252	10	14	an	an	DET
ijassa-1252	10	15	algorithm	algorithm	NOUN
ijassa-1252	10	16	based	base	VERB
ijassa-1252	10	17	on	on	ADP
ijassa-1252	10	18	signals	signal	NOUN
ijassa-1252	10	19	of	of	ADP
ijassa-1252	10	20	situation	situation	NOUN
ijassa-1252	10	21	monitoring	monitoring	NOUN
ijassa-1252	10	22	conducted	conduct	VERB
ijassa-1252	10	23	on	on	ADP
ijassa-1252	10	24	the	the	DET
ijassa-1252	10	25	fсм	fсм	NOUN
ijassa-1252	10	26	-	-	PUNCT
ijassa-1252	10	27	model	model	NOUN
ijassa-1252	10	28	of	of	ADP
ijassa-1252	10	29	commodity	commodity	NOUN
ijassa-1252	10	30	market	market	NOUN
ijassa-1252	10	31	situation	situation	NOUN
ijassa-1252	10	32	.	.	PUNCT
ijassa-1252	11	1	we	we	PRON
ijassa-1252	11	2	demonstrate	demonstrate	VERB
ijassa-1252	11	3	the	the	DET
ijassa-1252	11	4	efficiency	efficiency	NOUN
ijassa-1252	11	5	of	of	ADP
ijassa-1252	11	6	the	the	DET
ijassa-1252	11	7	proposed	propose	VERB
ijassa-1252	11	8	technique	technique	NOUN
ijassa-1252	11	9	for	for	ADP
ijassa-1252	11	10	monthly	monthly	ADJ
ijassa-1252	11	11	forecasting	forecasting	NOUN
ijassa-1252	11	12	of	of	ADP
ijassa-1252	11	13	prices	price	NOUN
ijassa-1252	11	14	for	for	ADP
ijassa-1252	11	15	black	black	ADJ
ijassa-1252	11	16	scrap	scrap	NOUN
ijassa-1252	11	17	a	a	DET
ijassa-1252	11	18	year	year	NOUN
ijassa-1252	11	19	ahead	ahead	ADV
ijassa-1252	11	20	for	for	ADP
ijassa-1252	11	21	2019	2019	NUM
ijassa-1252	11	22	.	.	PUNCT
ijassa-1252	12	1	the	the	DET
ijassa-1252	12	2	accuracy	accuracy	NOUN
ijassa-1252	12	3	of	of	ADP
ijassa-1252	12	4	the	the	DET
ijassa-1252	12	5	obtained	obtain	VERB
ijassa-1252	12	6	forecast	forecast	NOUN
ijassa-1252	12	7	we	we	PRON
ijassa-1252	12	8	compared	compare	VERB
ijassa-1252	12	9	with	with	ADP
ijassa-1252	12	10	naive	naive	ADJ
ijassa-1252	12	11	and	and	CCONJ
ijassa-1252	12	12	arima	arima	PROPN
ijassa-1252	12	13	forecasts	forecast	NOUN
ijassa-1252	12	14	.	.	PUNCT
ijassa-1252	13	1	keywords	keyword	NOUN
ijassa-1252	13	2	:	:	PUNCT
ijassa-1252	13	3	commodity	commodity	NOUN
ijassa-1252	13	4	markets	market	NOUN
ijassa-1252	13	5	;	;	PUNCT
ijassa-1252	13	6	nonstationary	nonstationary	ADJ
ijassa-1252	13	7	processes	process	NOUN
ijassa-1252	13	8	;	;	PUNCT
ijassa-1252	13	9	forecasting	forecasting	NOUN
ijassa-1252	13	10	;	;	PUNCT
ijassa-1252	13	11	fuzzy	fuzzy	ADJ
ijassa-1252	13	12	cognitive	cognitive	ADJ
ijassa-1252	13	13	map	map	NOUN
ijassa-1252	13	14	,	,	PUNCT
ijassa-1252	13	15	situation	situation	NOUN
ijassa-1252	13	16	and	and	CCONJ
ijassa-1252	13	17	digital	digital	ADJ
ijassa-1252	13	18	monitoring	monitoring	NOUN
ijassa-1252	13	19	,	,	PUNCT
ijassa-1252	13	20	time	time	NOUN
ijassa-1252	13	21	series	series	NOUN
ijassa-1252	13	22	.	.	PUNCT
ijassa-1252	14	1	1	1	X
ijassa-1252	14	2	.	.	X
ijassa-1252	14	3	introduction	introduction	NOUN
ijassa-1252	14	4	one	one	NUM
ijassa-1252	14	5	of	of	ADP
ijassa-1252	14	6	the	the	DET
ijassa-1252	14	7	most	most	ADV
ijassa-1252	14	8	important	important	ADJ
ijassa-1252	14	9	activities	activity	NOUN
ijassa-1252	14	10	of	of	ADP
ijassa-1252	14	11	enterprises	enterprise	NOUN
ijassa-1252	14	12	is	be	AUX
ijassa-1252	14	13	to	to	PART
ijassa-1252	14	14	reduce	reduce	VERB
ijassa-1252	14	15	their	their	PRON
ijassa-1252	14	16	expenses	expense	NOUN
ijassa-1252	14	17	without	without	ADP
ijassa-1252	14	18	losing	lose	VERB
ijassa-1252	14	19	the	the	DET
ijassa-1252	14	20	value	value	NOUN
ijassa-1252	14	21	of	of	ADP
ijassa-1252	14	22	the	the	DET
ijassa-1252	14	23	products	product	NOUN
ijassa-1252	14	24	created	create	VERB
ijassa-1252	14	25	for	for	ADP
ijassa-1252	14	26	the	the	DET
ijassa-1252	14	27	consumer	consumer	NOUN
ijassa-1252	14	28	.	.	PUNCT
ijassa-1252	15	1	forecasting	forecast	VERB
ijassa-1252	15	2	commodity	commodity	NOUN
ijassa-1252	15	3	prices	price	NOUN
ijassa-1252	15	4	for	for	ADP
ijassa-1252	15	5	the	the	DET
ijassa-1252	15	6	year	year	NOUN
ijassa-1252	15	7	ahead	ahead	ADV
ijassa-1252	15	8	,	,	PUNCT
ijassa-1252	15	9	broken	break	VERB
ijassa-1252	15	10	down	down	ADP
ijassa-1252	15	11	by	by	ADP
ijassa-1252	15	12	months	month	NOUN
ijassa-1252	15	13	,	,	PUNCT
ijassa-1252	15	14	is	be	AUX
ijassa-1252	15	15	a	a	DET
ijassa-1252	15	16	necessary	necessary	ADJ
ijassa-1252	15	17	element	element	NOUN
ijassa-1252	15	18	of	of	ADP
ijassa-1252	15	19	enterprise	enterprise	NOUN
ijassa-1252	15	20	procurement	procurement	NOUN
ijassa-1252	15	21	planning	planning	NOUN
ijassa-1252	15	22	and	and	CCONJ
ijassa-1252	15	23	inventory	inventory	NOUN
ijassa-1252	15	24	management	management	NOUN
ijassa-1252	15	25	and	and	CCONJ
ijassa-1252	15	26	is	be	AUX
ijassa-1252	15	27	crucial	crucial	ADJ
ijassa-1252	15	28	for	for	ADP
ijassa-1252	15	29	reducing	reduce	VERB
ijassa-1252	15	30	enterprise	enterprise	NOUN
ijassa-1252	15	31	costs	cost	NOUN
ijassa-1252	15	32	.	.	PUNCT
ijassa-1252	16	1	the	the	DET
ijassa-1252	16	2	purpose	purpose	NOUN
ijassa-1252	16	3	of	of	ADP
ijassa-1252	16	4	our	our	PRON
ijassa-1252	16	5	study	study	NOUN
ijassa-1252	16	6	is	be	AUX
ijassa-1252	16	7	to	to	PART
ijassa-1252	16	8	build	build	VERB
ijassa-1252	16	9	a	a	DET
ijassa-1252	16	10	monthly	monthly	ADJ
ijassa-1252	16	11	forecast	forecast	NOUN
ijassa-1252	16	12	of	of	ADP
ijassa-1252	16	13	price	price	NOUN
ijassa-1252	16	14	of	of	ADP
ijassa-1252	16	15	a	a	DET
ijassa-1252	16	16	certain	certain	ADJ
ijassa-1252	16	17	type	type	NOUN
ijassa-1252	16	18	of	of	ADP
ijassa-1252	16	19	for	for	ADP
ijassa-1252	16	20	raw	raw	ADJ
ijassa-1252	16	21	material	material	NOUN
ijassa-1252	16	22	or	or	CCONJ
ijassa-1252	16	23	product	product	NOUN
ijassa-1252	16	24	(	(	PUNCT
ijassa-1252	16	25	target	target	NOUN
ijassa-1252	16	26	indicator	indicator	NOUN
ijassa-1252	16	27	)	)	PUNCT
ijassa-1252	16	28	in	in	ADP
ijassa-1252	16	29	the	the	DET
ijassa-1252	16	30	commodity	commodity	NOUN
ijassa-1252	16	31	market	market	NOUN
ijassa-1252	16	32	for	for	ADP
ijassa-1252	16	33	the	the	DET
ijassa-1252	16	34	year	year	NOUN
ijassa-1252	16	35	ahead	ahead	ADV
ijassa-1252	16	36	.	.	PUNCT
ijassa-1252	17	1	commodity	commodity	NOUN
ijassa-1252	17	2	markets	market	NOUN
ijassa-1252	17	3	,	,	PUNCT
ijassa-1252	17	4	as	as	ADP
ijassa-1252	17	5	objects	object	NOUN
ijassa-1252	17	6	of	of	ADP
ijassa-1252	17	7	forecasting	forecasting	NOUN
ijassa-1252	17	8	,	,	PUNCT
ijassa-1252	17	9	have	have	VERB
ijassa-1252	17	10	the	the	DET
ijassa-1252	17	11	following	follow	VERB
ijassa-1252	17	12	features	feature	NOUN
ijassa-1252	17	13	:	:	PUNCT
ijassa-1252	17	14			NOUN
ijassa-1252	17	15	prices	price	NOUN
ijassa-1252	17	16	for	for	ADP
ijassa-1252	17	17	various	various	ADJ
ijassa-1252	17	18	commodities	commodity	NOUN
ijassa-1252	17	19	follow	follow	VERB
ijassa-1252	17	20	common	common	ADJ
ijassa-1252	17	21	trends	trend	NOUN
ijassa-1252	17	22	,	,	PUNCT
ijassa-1252	17	23	such	such	ADJ
ijassa-1252	17	24	price	price	NOUN
ijassa-1252	17	25	trends	trend	NOUN
ijassa-1252	17	26	are	be	AUX
ijassa-1252	17	27	called	call	VERB
ijassa-1252	17	28	co	co	NOUN
ijassa-1252	17	29	-	-	NOUN
ijassa-1252	17	30	movement	movement	NOUN
ijassa-1252	17	31	[	[	X
ijassa-1252	17	32	7,22	7,22	NUM
ijassa-1252	17	33	]	]	X
ijassa-1252	17	34	;	;	PUNCT
ijassa-1252	17	35			VERB
ijassa-1252	17	36	the	the	DET
ijassa-1252	17	37	product	product	NOUN
ijassa-1252	17	38	value	value	NOUN
ijassa-1252	17	39	chain	chain	NOUN
ijassa-1252	17	40	determines	determine	VERB
ijassa-1252	17	41	the	the	DET
ijassa-1252	17	42	dynamics	dynamic	NOUN
ijassa-1252	17	43	of	of	ADP
ijassa-1252	17	44	price	price	NOUN
ijassa-1252	17	45	interaction	interaction	NOUN
ijassa-1252	17	46	between	between	ADP
ijassa-1252	17	47	goods	good	NOUN
ijassa-1252	17	48	[	[	X
ijassa-1252	17	49	21	21	NUM
ijassa-1252	17	50	]	]	X
ijassa-1252	17	51	;	;	PUNCT
ijassa-1252	17	52			VERB
ijassa-1252	17	53	the	the	DET
ijassa-1252	17	54	structure	structure	NOUN
ijassa-1252	17	55	of	of	ADP
ijassa-1252	17	56	the	the	DET
ijassa-1252	17	57	interrelations	interrelation	NOUN
ijassa-1252	17	58	depends	depend	VERB
ijassa-1252	17	59	on	on	ADP
ijassa-1252	17	60	the	the	DET
ijassa-1252	17	61	time	time	NOUN
ijassa-1252	17	62	scale	scale	NOUN
ijassa-1252	17	63	in	in	ADP
ijassa-1252	17	64	which	which	PRON
ijassa-1252	17	65	we	we	PRON
ijassa-1252	17	66	consider	consider	VERB
ijassa-1252	17	67	it	it	PRON
ijassa-1252	17	68	and	and	CCONJ
ijassa-1252	17	69	may	may	AUX
ijassa-1252	17	70	change	change	VERB
ijassa-1252	17	71	with	with	ADP
ijassa-1252	17	72	changes	change	NOUN
ijassa-1252	17	73	in	in	ADP
ijassa-1252	17	74	scale	scale	NOUN
ijassa-1252	17	75	;	;	PUNCT
ijassa-1252	17	76			NOUN
ijassa-1252	17	77	there	there	ADV
ijassa-1252	17	78	is	be	VERB
ijassa-1252	17	79	a	a	DET
ijassa-1252	17	80	dependence	dependence	NOUN
ijassa-1252	17	81	of	of	ADP
ijassa-1252	17	82	prices	price	NOUN
ijassa-1252	17	83	on	on	ADP
ijassa-1252	17	84	macro	macro	ADJ
ijassa-1252	17	85	indicators	indicator	NOUN
ijassa-1252	17	86	,	,	PUNCT
ijassa-1252	17	87	such	such	ADJ
ijassa-1252	17	88	as	as	ADP
ijassa-1252	17	89	the	the	DET
ijassa-1252	17	90	real	real	ADJ
ijassa-1252	17	91	interest	interest	NOUN
ijassa-1252	17	92	rate	rate	NOUN
ijassa-1252	17	93	,	,	PUNCT
ijassa-1252	17	94	exchange	exchange	NOUN
ijassa-1252	17	95	rates	rate	NOUN
ijassa-1252	17	96	,	,	PUNCT
ijassa-1252	17	97	oil	oil	NOUN
ijassa-1252	17	98	prices	price	NOUN
ijassa-1252	17	99	,	,	PUNCT
ijassa-1252	17	100	world	world	NOUN
ijassa-1252	17	101	demand	demand	NOUN
ijassa-1252	17	102	for	for	ADP
ijassa-1252	17	103	goods	good	NOUN
ijassa-1252	17	104	,	,	PUNCT
ijassa-1252	17	105	etc	etc	X
ijassa-1252	17	106	.	.	X
ijassa-1252	18	1	[	[	X
ijassa-1252	18	2	8	8	NUM
ijassa-1252	18	3	]	]	PUNCT
ijassa-1252	18	4	;	;	PUNCT
ijassa-1252	18	5			VERB
ijassa-1252	18	6	the	the	DET
ijassa-1252	18	7	processes	process	NOUN
ijassa-1252	18	8	of	of	ADP
ijassa-1252	18	9	price	price	NOUN
ijassa-1252	18	10	changes	change	NOUN
ijassa-1252	18	11	are	be	AUX
ijassa-1252	18	12	nonstationary	nonstationary	ADJ
ijassa-1252	18	13	,	,	PUNCT
ijassa-1252	18	14	events	event	NOUN
ijassa-1252	18	15	occurring	occur	VERB
ijassa-1252	18	16	in	in	ADP
ijassa-1252	18	17	the	the	DET
ijassa-1252	18	18	external	external	ADJ
ijassa-1252	18	19	environment	environment	NOUN
ijassa-1252	18	20	,	,	PUNCT
ijassa-1252	18	21	such	such	ADJ
ijassa-1252	18	22	as	as	ADP
ijassa-1252	18	23	natural	natural	ADJ
ijassa-1252	18	24	and	and	CCONJ
ijassa-1252	18	25	economic	economic	ADJ
ijassa-1252	18	26	disasters	disaster	NOUN
ijassa-1252	18	27	,	,	PUNCT
ijassa-1252	18	28	political	political	ADJ
ijassa-1252	18	29	events	event	NOUN
ijassa-1252	18	30	,	,	PUNCT
ijassa-1252	18	31	changes	change	NOUN
ijassa-1252	18	32	in	in	ADP
ijassa-1252	18	33	participants	participant	NOUN
ijassa-1252	18	34	'	'	PART
ijassa-1252	18	35	strategies	strategy	NOUN
ijassa-1252	18	36	in	in	ADP
ijassa-1252	18	37	commodity	commodity	NOUN
ijassa-1252	18	38	markets	market	NOUN
ijassa-1252	18	39	,	,	PUNCT
ijassa-1252	18	40	etc	etc	X
ijassa-1252	18	41	.	.	X
ijassa-1252	18	42	,	,	PUNCT
ijassa-1252	18	43	can	can	AUX
ijassa-1252	18	44	lead	lead	VERB
ijassa-1252	18	45	to	to	ADP
ijassa-1252	18	46	the	the	DET
ijassa-1252	18	47	emergence	emergence	NOUN
ijassa-1252	18	48	of	of	ADP
ijassa-1252	18	49	structural	structural	ADJ
ijassa-1252	18	50	breaks	break	NOUN
ijassa-1252	18	51	in	in	ADP
ijassa-1252	18	52	prices	price	NOUN
ijassa-1252	18	53	[	[	X
ijassa-1252	18	54	13,33	13,33	NUM
ijassa-1252	18	55	]	]	X
ijassa-1252	18	56	.	.	PUNCT
ijassa-1252	19	1	*	*	PUNCT
ijassa-1252	19	2	corresponding	correspond	VERB
ijassa-1252	19	3	author	author	NOUN
ijassa-1252	19	4	:	:	PUNCT
ijassa-1252	19	5	zinaida.avdeeva@gmail.com	zinaida.avdeeva@gmail.com	X
ijassa-1252	19	6	raw	raw	ADJ
ijassa-1252	19	7	material	material	NOUN
ijassa-1252	19	8	price	price	NOUN
ijassa-1252	19	9	forecasting	forecasting	NOUN
ijassa-1252	19	10	on	on	ADP
ijassa-1252	19	11	commodity	commodity	NOUN
ijassa-1252	19	12	markets	market	NOUN
ijassa-1252	19	13	127	127	NUM
ijassa-1252	19	14	copyright	copyright	NOUN
ijassa-1252	19	15	©	©	PROPN
ijassa-1252	19	16	2022	2022	NUM
ijassa-1252	19	17	assa	assa	NOUN
ijassa-1252	19	18	.	.	PUNCT
ijassa-1252	20	1	adv	adv	PROPN
ijassa-1252	20	2	.	.	PUNCT
ijassa-1252	21	1	in	in	ADP
ijassa-1252	21	2	systems	system	NOUN
ijassa-1252	21	3	science	science	NOUN
ijassa-1252	21	4	and	and	CCONJ
ijassa-1252	21	5	appl	appl	NOUN
ijassa-1252	21	6	.	.	PUNCT
ijassa-1252	22	1	(	(	PUNCT
ijassa-1252	22	2	2022	2022	NUM
ijassa-1252	22	3	)	)	PUNCT
ijassa-1252	22	4	forecasting	forecast	VERB
ijassa-1252	22	5	a	a	DET
ijassa-1252	22	6	time	time	NOUN
ijassa-1252	22	7	series	series	NOUN
ijassa-1252	22	8	several	several	ADJ
ijassa-1252	22	9	steps	step	NOUN
ijassa-1252	22	10	ahead	ahead	ADV
ijassa-1252	22	11	for	for	ADP
ijassa-1252	22	12	an	an	DET
ijassa-1252	22	13	extended	extended	ADJ
ijassa-1252	22	14	period	period	NOUN
ijassa-1252	22	15	is	be	AUX
ijassa-1252	22	16	a	a	DET
ijassa-1252	22	17	difficult	difficult	ADJ
ijassa-1252	22	18	problem	problem	NOUN
ijassa-1252	22	19	,	,	PUNCT
ijassa-1252	22	20	because	because	SCONJ
ijassa-1252	22	21	the	the	DET
ijassa-1252	22	22	level	level	NOUN
ijassa-1252	22	23	of	of	ADP
ijassa-1252	22	24	forecast	forecast	NOUN
ijassa-1252	22	25	uncertainty	uncertainty	NOUN
ijassa-1252	22	26	increases	increase	VERB
ijassa-1252	22	27	with	with	ADP
ijassa-1252	22	28	the	the	DET
ijassa-1252	22	29	growth	growth	NOUN
ijassa-1252	22	30	of	of	ADP
ijassa-1252	22	31	the	the	DET
ijassa-1252	22	32	horizon	horizon	NOUN
ijassa-1252	23	1	[	[	X
ijassa-1252	23	2	20	20	NUM
ijassa-1252	23	3	]	]	PUNCT
ijassa-1252	23	4	.	.	PUNCT
ijassa-1252	24	1	to	to	PART
ijassa-1252	24	2	predict	predict	VERB
ijassa-1252	24	3	nonstationary	nonstationary	ADJ
ijassa-1252	24	4	processes	process	NOUN
ijassa-1252	24	5	,	,	PUNCT
ijassa-1252	24	6	researchers	researcher	NOUN
ijassa-1252	24	7	use	use	VERB
ijassa-1252	24	8	various	various	ADJ
ijassa-1252	24	9	methods	method	NOUN
ijassa-1252	24	10	:	:	PUNCT
ijassa-1252	24	11	building	build	VERB
ijassa-1252	24	12	e	e	NOUN
ijassa-1252	24	13	parametric	parametric	ADJ
ijassa-1252	24	14	models	model	NOUN
ijassa-1252	24	15	,	,	PUNCT
ijassa-1252	24	16	singular	singular	ADJ
ijassa-1252	24	17	spectral	spectral	ADJ
ijassa-1252	24	18	analysis	analysis	NOUN
ijassa-1252	24	19	,	,	PUNCT
ijassa-1252	24	20	empirical	empirical	ADJ
ijassa-1252	24	21	mode	mode	NOUN
ijassa-1252	24	22	decomposition	decomposition	NOUN
ijassa-1252	24	23	,	,	PUNCT
ijassa-1252	24	24	support	support	VERB
ijassa-1252	24	25	vector	vector	NOUN
ijassa-1252	24	26	machines	machine	NOUN
ijassa-1252	24	27	,	,	PUNCT
ijassa-1252	24	28	neural	neural	ADJ
ijassa-1252	24	29	networks	network	NOUN
ijassa-1252	24	30	,	,	PUNCT
ijassa-1252	24	31	etc	etc	X
ijassa-1252	24	32	.	.	X
ijassa-1252	25	1	[	[	X
ijassa-1252	25	2	5,10	5,10	NUM
ijassa-1252	25	3	]	]	PUNCT
ijassa-1252	25	4	.	.	PUNCT
ijassa-1252	26	1	however	however	ADV
ijassa-1252	26	2	,	,	PUNCT
ijassa-1252	26	3	the	the	DET
ijassa-1252	26	4	high	high	ADJ
ijassa-1252	26	5	level	level	NOUN
ijassa-1252	26	6	of	of	ADP
ijassa-1252	26	7	uncertainty	uncertainty	NOUN
ijassa-1252	26	8	in	in	ADP
ijassa-1252	26	9	the	the	DET
ijassa-1252	26	10	dynamics	dynamic	NOUN
ijassa-1252	26	11	of	of	ADP
ijassa-1252	26	12	processes	process	NOUN
ijassa-1252	26	13	on	on	ADP
ijassa-1252	26	14	commodity	commodity	NOUN
ijassa-1252	26	15	markets	market	NOUN
ijassa-1252	26	16	creates	create	VERB
ijassa-1252	26	17	problems	problem	NOUN
ijassa-1252	26	18	for	for	ADP
ijassa-1252	26	19	the	the	DET
ijassa-1252	26	20	application	application	NOUN
ijassa-1252	26	21	of	of	ADP
ijassa-1252	26	22	traditional	traditional	ADJ
ijassa-1252	26	23	forecasting	forecasting	NOUN
ijassa-1252	26	24	models	model	NOUN
ijassa-1252	26	25	.	.	PUNCT
ijassa-1252	27	1	to	to	PART
ijassa-1252	27	2	reduce	reduce	VERB
ijassa-1252	27	3	this	this	DET
ijassa-1252	27	4	uncertainty	uncertainty	NOUN
ijassa-1252	27	5	some	some	PRON
ijassa-1252	27	6	of	of	ADP
ijassa-1252	27	7	authors	author	NOUN
ijassa-1252	27	8	[	[	X
ijassa-1252	27	9	29,31	29,31	NOUN
ijassa-1252	27	10	]	]	PUNCT
ijassa-1252	27	11	explored	explore	VERB
ijassa-1252	27	12	different	different	ADJ
ijassa-1252	27	13	multistep	multistep	ADJ
ijassa-1252	27	14	forecasting	forecasting	NOUN
ijassa-1252	27	15	strategies	strategy	NOUN
ijassa-1252	27	16	and	and	CCONJ
ijassa-1252	27	17	shown	show	VERB
ijassa-1252	27	18	that	that	SCONJ
ijassa-1252	27	19	the	the	DET
ijassa-1252	27	20	most	most	ADV
ijassa-1252	27	21	efficient	efficient	ADJ
ijassa-1252	27	22	for	for	ADP
ijassa-1252	27	23	multistep	multistep	ADJ
ijassa-1252	27	24	forecasts	forecast	NOUN
ijassa-1252	27	25	are	be	AUX
ijassa-1252	27	26	strategies	strategy	NOUN
ijassa-1252	27	27	with	with	ADP
ijassa-1252	27	28	several	several	ADJ
ijassa-1252	27	29	outputs	output	NOUN
ijassa-1252	27	30	.	.	PUNCT
ijassa-1252	28	1	the	the	DET
ijassa-1252	28	2	application	application	NOUN
ijassa-1252	28	3	of	of	ADP
ijassa-1252	28	4	these	these	DET
ijassa-1252	28	5	strategies	strategy	NOUN
ijassa-1252	28	6	implies	imply	VERB
ijassa-1252	28	7	the	the	DET
ijassa-1252	28	8	preservation	preservation	NOUN
ijassa-1252	28	9	of	of	ADP
ijassa-1252	28	10	stochastic	stochastic	ADJ
ijassa-1252	28	11	dependencies	dependency	NOUN
ijassa-1252	28	12	between	between	ADP
ijassa-1252	28	13	the	the	DET
ijassa-1252	28	14	members	member	NOUN
ijassa-1252	28	15	of	of	ADP
ijassa-1252	28	16	the	the	DET
ijassa-1252	28	17	predicted	predict	VERB
ijassa-1252	28	18	sequence	sequence	NOUN
ijassa-1252	28	19	.	.	PUNCT
ijassa-1252	29	1	regular	regular	ADJ
ijassa-1252	29	2	processes	process	NOUN
ijassa-1252	29	3	satisfy	satisfy	VERB
ijassa-1252	29	4	these	these	DET
ijassa-1252	29	5	conditions	condition	NOUN
ijassa-1252	29	6	,	,	PUNCT
ijassa-1252	29	7	because	because	SCONJ
ijassa-1252	29	8	their	their	PRON
ijassa-1252	29	9	dynamics	dynamic	NOUN
ijassa-1252	29	10	can	can	AUX
ijassa-1252	29	11	be	be	AUX
ijassa-1252	29	12	described	describe	VERB
ijassa-1252	29	13	with	with	ADP
ijassa-1252	29	14	sufficient	sufficient	ADJ
ijassa-1252	29	15	accuracy	accuracy	NOUN
ijassa-1252	29	16	by	by	ADP
ijassa-1252	29	17	some	some	DET
ijassa-1252	29	18	dynamical	dynamical	ADJ
ijassa-1252	29	19	system	system	NOUN
ijassa-1252	29	20	.	.	PUNCT
ijassa-1252	30	1	however	however	ADV
ijassa-1252	30	2	,	,	PUNCT
ijassa-1252	30	3	for	for	ADP
ijassa-1252	30	4	processes	process	NOUN
ijassa-1252	30	5	whose	whose	DET
ijassa-1252	30	6	dynamics	dynamic	NOUN
ijassa-1252	30	7	change	change	NOUN
ijassa-1252	30	8	is	be	AUX
ijassa-1252	30	9	often	often	ADV
ijassa-1252	30	10	associated	associate	VERB
ijassa-1252	30	11	with	with	ADP
ijassa-1252	30	12	external	external	ADJ
ijassa-1252	30	13	events	event	NOUN
ijassa-1252	30	14	,	,	PUNCT
ijassa-1252	30	15	the	the	DET
ijassa-1252	30	16	approach	approach	NOUN
ijassa-1252	30	17	based	base	VERB
ijassa-1252	30	18	on	on	ADP
ijassa-1252	30	19	extracting	extract	VERB
ijassa-1252	30	20	and	and	CCONJ
ijassa-1252	30	21	accounting	account	VERB
ijassa-1252	30	22	in	in	ADP
ijassa-1252	30	23	the	the	DET
ijassa-1252	30	24	forecast	forecast	NOUN
ijassa-1252	30	25	additional	additional	ADJ
ijassa-1252	30	26	information	information	NOUN
ijassa-1252	30	27	about	about	ADP
ijassa-1252	30	28	the	the	DET
ijassa-1252	30	29	events	event	NOUN
ijassa-1252	30	30	of	of	ADP
ijassa-1252	30	31	the	the	DET
ijassa-1252	30	32	forecast	forecast	NOUN
ijassa-1252	30	33	period	period	NOUN
ijassa-1252	30	34	that	that	PRON
ijassa-1252	30	35	affect	affect	VERB
ijassa-1252	30	36	the	the	DET
ijassa-1252	30	37	value	value	NOUN
ijassa-1252	30	38	of	of	ADP
ijassa-1252	30	39	the	the	DET
ijassa-1252	30	40	forecasted	forecast	VERB
ijassa-1252	30	41	indicator	indicator	NOUN
ijassa-1252	30	42	is	be	AUX
ijassa-1252	30	43	more	more	ADV
ijassa-1252	30	44	effective	effective	ADJ
ijassa-1252	30	45	.	.	PUNCT
ijassa-1252	31	1	according	accord	VERB
ijassa-1252	31	2	to	to	ADP
ijassa-1252	31	3	the	the	DET
ijassa-1252	31	4	efficient	efficient	ADJ
ijassa-1252	31	5	market	market	NOUN
ijassa-1252	31	6	hypothesis	hypothesis	NOUN
ijassa-1252	31	7	[	[	X
ijassa-1252	31	8	14	14	NUM
ijassa-1252	31	9	]	]	PUNCT
ijassa-1252	31	10	,	,	PUNCT
ijassa-1252	31	11	changes	change	NOUN
ijassa-1252	31	12	in	in	ADP
ijassa-1252	31	13	the	the	DET
ijassa-1252	31	14	external	external	ADJ
ijassa-1252	31	15	environment	environment	NOUN
ijassa-1252	31	16	are	be	AUX
ijassa-1252	31	17	reflected	reflect	VERB
ijassa-1252	31	18	in	in	ADP
ijassa-1252	31	19	the	the	DET
ijassa-1252	31	20	quantitative	quantitative	ADJ
ijassa-1252	31	21	data	datum	NOUN
ijassa-1252	31	22	used	use	VERB
ijassa-1252	31	23	in	in	ADP
ijassa-1252	31	24	forecasting	forecasting	NOUN
ijassa-1252	31	25	and	and	CCONJ
ijassa-1252	31	26	thus	thus	ADV
ijassa-1252	31	27	taken	take	VERB
ijassa-1252	31	28	into	into	ADP
ijassa-1252	31	29	account	account	NOUN
ijassa-1252	31	30	in	in	ADP
ijassa-1252	31	31	the	the	DET
ijassa-1252	31	32	forecasts	forecast	NOUN
ijassa-1252	31	33	.	.	PUNCT
ijassa-1252	32	1	however	however	ADV
ijassa-1252	32	2	,	,	PUNCT
ijassa-1252	32	3	complex	complex	ADJ
ijassa-1252	32	4	interactions	interaction	NOUN
ijassa-1252	32	5	of	of	ADP
ijassa-1252	32	6	supply	supply	NOUN
ijassa-1252	32	7	and	and	CCONJ
ijassa-1252	32	8	demand	demand	NOUN
ijassa-1252	32	9	,	,	PUNCT
ijassa-1252	32	10	and	and	CCONJ
ijassa-1252	32	11	extreme	extreme	ADJ
ijassa-1252	32	12	and	and	CCONJ
ijassa-1252	32	13	unexpected	unexpected	ADJ
ijassa-1252	32	14	events	event	NOUN
ijassa-1252	32	15	in	in	ADP
ijassa-1252	32	16	the	the	DET
ijassa-1252	32	17	external	external	ADJ
ijassa-1252	32	18	environment	environment	NOUN
ijassa-1252	32	19	are	be	AUX
ijassa-1252	32	20	not	not	PART
ijassa-1252	32	21	predictable	predictable	ADJ
ijassa-1252	32	22	from	from	ADP
ijassa-1252	32	23	commodity	commodity	NOUN
ijassa-1252	32	24	market	market	NOUN
ijassa-1252	32	25	data	datum	NOUN
ijassa-1252	32	26	and	and	CCONJ
ijassa-1252	32	27	are	be	AUX
ijassa-1252	32	28	one	one	NUM
ijassa-1252	32	29	of	of	ADP
ijassa-1252	32	30	the	the	DET
ijassa-1252	32	31	sources	source	NOUN
ijassa-1252	32	32	of	of	ADP
ijassa-1252	32	33	forecasting	forecast	VERB
ijassa-1252	32	34	errors	error	NOUN
ijassa-1252	32	35	[	[	X
ijassa-1252	32	36	11	11	NUM
ijassa-1252	32	37	]	]	PUNCT
ijassa-1252	32	38	.	.	PUNCT
ijassa-1252	33	1	to	to	PART
ijassa-1252	33	2	take	take	VERB
ijassa-1252	33	3	into	into	ADP
ijassa-1252	33	4	account	account	NOUN
ijassa-1252	33	5	environmental	environmental	ADJ
ijassa-1252	33	6	events	event	NOUN
ijassa-1252	33	7	in	in	ADP
ijassa-1252	33	8	the	the	DET
ijassa-1252	33	9	forecast	forecast	NOUN
ijassa-1252	33	10	,	,	PUNCT
ijassa-1252	33	11	the	the	DET
ijassa-1252	33	12	authors	author	NOUN
ijassa-1252	33	13	of	of	ADP
ijassa-1252	33	14	[	[	X
ijassa-1252	33	15	32	32	NUM
ijassa-1252	33	16	]	]	PUNCT
ijassa-1252	33	17	proposed	propose	VERB
ijassa-1252	33	18	a	a	DET
ijassa-1252	33	19	methodology	methodology	NOUN
ijassa-1252	33	20	of	of	ADP
ijassa-1252	33	21	multiscale	multiscale	ADJ
ijassa-1252	33	22	forecasting	forecasting	NOUN
ijassa-1252	33	23	,	,	PUNCT
ijassa-1252	33	24	using	use	VERB
ijassa-1252	33	25	search	search	NOUN
ijassa-1252	33	26	systems	system	NOUN
ijassa-1252	33	27	data	datum	NOUN
ijassa-1252	33	28	in	in	ADP
ijassa-1252	33	29	different	different	ADJ
ijassa-1252	33	30	time	time	NOUN
ijassa-1252	33	31	scales	scale	NOUN
ijassa-1252	33	32	.	.	PUNCT
ijassa-1252	34	1	to	to	PART
ijassa-1252	34	2	assess	assess	VERB
ijassa-1252	34	3	the	the	DET
ijassa-1252	34	4	impact	impact	NOUN
ijassa-1252	34	5	of	of	ADP
ijassa-1252	34	6	extreme	extreme	ADJ
ijassa-1252	34	7	events	event	NOUN
ijassa-1252	34	8	on	on	ADP
ijassa-1252	34	9	the	the	DET
ijassa-1252	34	10	volatility	volatility	NOUN
ijassa-1252	34	11	of	of	ADP
ijassa-1252	34	12	crude	crude	ADJ
ijassa-1252	34	13	oil	oil	NOUN
ijassa-1252	34	14	prices	price	NOUN
ijassa-1252	34	15	,	,	PUNCT
ijassa-1252	34	16	the	the	DET
ijassa-1252	34	17	authors	author	NOUN
ijassa-1252	34	18	of	of	ADP
ijassa-1252	34	19	[	[	X
ijassa-1252	34	20	34	34	NUM
ijassa-1252	34	21	]	]	PUNCT
ijassa-1252	34	22	developed	develop	VERB
ijassa-1252	34	23	an	an	DET
ijassa-1252	34	24	estimation	estimation	NOUN
ijassa-1252	34	25	methodology	methodology	NOUN
ijassa-1252	34	26	based	base	VERB
ijassa-1252	34	27	on	on	ADP
ijassa-1252	34	28	the	the	DET
ijassa-1252	34	29	decomposition	decomposition	NOUN
ijassa-1252	34	30	of	of	ADP
ijassa-1252	34	31	the	the	DET
ijassa-1252	34	32	series	series	NOUN
ijassa-1252	34	33	by	by	ADP
ijassa-1252	34	34	empirical	empirical	ADJ
ijassa-1252	34	35	modes	mode	NOUN
ijassa-1252	34	36	at	at	ADP
ijassa-1252	34	37	different	different	ADJ
ijassa-1252	34	38	time	time	NOUN
ijassa-1252	34	39	scales	scale	NOUN
ijassa-1252	34	40	.	.	PUNCT
ijassa-1252	35	1	the	the	DET
ijassa-1252	35	2	experiments	experiment	NOUN
ijassa-1252	35	3	have	have	AUX
ijassa-1252	35	4	shown	show	VERB
ijassa-1252	35	5	the	the	DET
ijassa-1252	35	6	promise	promise	NOUN
ijassa-1252	35	7	of	of	ADP
ijassa-1252	35	8	the	the	DET
ijassa-1252	35	9	method	method	NOUN
ijassa-1252	35	10	for	for	ADP
ijassa-1252	35	11	analyzing	analyze	VERB
ijassa-1252	35	12	possible	possible	ADJ
ijassa-1252	35	13	changes	change	NOUN
ijassa-1252	35	14	in	in	ADP
ijassa-1252	35	15	the	the	DET
ijassa-1252	35	16	price	price	NOUN
ijassa-1252	35	17	series	series	NOUN
ijassa-1252	35	18	under	under	ADP
ijassa-1252	35	19	the	the	DET
ijassa-1252	35	20	influence	influence	NOUN
ijassa-1252	35	21	of	of	ADP
ijassa-1252	35	22	extreme	extreme	ADJ
ijassa-1252	35	23	events	event	NOUN
ijassa-1252	35	24	.	.	PUNCT
ijassa-1252	36	1	modern	modern	ADJ
ijassa-1252	36	2	approaches	approach	NOUN
ijassa-1252	36	3	to	to	ADP
ijassa-1252	36	4	forecasting	forecasting	NOUN
ijassa-1252	36	5	point	point	NOUN
ijassa-1252	36	6	to	to	ADP
ijassa-1252	36	7	the	the	DET
ijassa-1252	36	8	need	need	NOUN
ijassa-1252	36	9	to	to	PART
ijassa-1252	36	10	use	use	VERB
ijassa-1252	36	11	expert	expert	ADJ
ijassa-1252	36	12	information	information	NOUN
ijassa-1252	36	13	.	.	PUNCT
ijassa-1252	37	1	when	when	SCONJ
ijassa-1252	37	2	constructing	construct	VERB
ijassa-1252	37	3	medium	medium	ADJ
ijassa-1252	37	4	-	-	PUNCT
ijassa-1252	37	5	term	term	NOUN
ijassa-1252	37	6	(	(	PUNCT
ijassa-1252	37	7	and	and	CCONJ
ijassa-1252	37	8	long	long	ADJ
ijassa-1252	37	9	-	-	PUNCT
ijassa-1252	37	10	term	term	NOUN
ijassa-1252	37	11	)	)	PUNCT
ijassa-1252	37	12	forecasts	forecast	NOUN
ijassa-1252	37	13	,	,	PUNCT
ijassa-1252	37	14	information	information	NOUN
ijassa-1252	37	15	about	about	ADP
ijassa-1252	37	16	future	future	ADJ
ijassa-1252	37	17	events	event	NOUN
ijassa-1252	37	18	that	that	PRON
ijassa-1252	37	19	change	change	VERB
ijassa-1252	37	20	the	the	DET
ijassa-1252	37	21	dynamics	dynamic	NOUN
ijassa-1252	37	22	of	of	ADP
ijassa-1252	37	23	the	the	DET
ijassa-1252	37	24	target	target	NOUN
ijassa-1252	37	25	indicator	indicator	NOUN
ijassa-1252	37	26	in	in	ADP
ijassa-1252	37	27	the	the	DET
ijassa-1252	37	28	interval	interval	NOUN
ijassa-1252	37	29	between	between	ADP
ijassa-1252	37	30	forecasts	forecast	NOUN
ijassa-1252	37	31	is	be	AUX
ijassa-1252	37	32	not	not	PART
ijassa-1252	37	33	available	available	ADJ
ijassa-1252	37	34	in	in	ADP
ijassa-1252	37	35	the	the	DET
ijassa-1252	37	36	data	datum	NOUN
ijassa-1252	37	37	at	at	ADP
ijassa-1252	37	38	the	the	DET
ijassa-1252	37	39	time	time	NOUN
ijassa-1252	37	40	of	of	ADP
ijassa-1252	37	41	making	make	VERB
ijassa-1252	37	42	the	the	DET
ijassa-1252	37	43	forecast	forecast	NOUN
ijassa-1252	37	44	.	.	PUNCT
ijassa-1252	38	1	if	if	SCONJ
ijassa-1252	38	2	the	the	DET
ijassa-1252	38	3	price	price	NOUN
ijassa-1252	38	4	dynamics	dynamic	NOUN
ijassa-1252	38	5	on	on	ADP
ijassa-1252	38	6	the	the	DET
ijassa-1252	38	7	forecasting	forecasting	NOUN
ijassa-1252	38	8	horizon	horizon	NOUN
ijassa-1252	38	9	changes	change	NOUN
ijassa-1252	38	10	under	under	ADP
ijassa-1252	38	11	the	the	DET
ijassa-1252	38	12	influence	influence	NOUN
ijassa-1252	38	13	of	of	ADP
ijassa-1252	38	14	external	external	ADJ
ijassa-1252	38	15	environment	environment	NOUN
ijassa-1252	38	16	events	event	NOUN
ijassa-1252	38	17	,	,	PUNCT
ijassa-1252	38	18	the	the	DET
ijassa-1252	38	19	forecasting	forecasting	NOUN
ijassa-1252	38	20	model	model	NOUN
ijassa-1252	38	21	becomes	become	VERB
ijassa-1252	38	22	unsuitable	unsuitable	ADJ
ijassa-1252	38	23	.	.	PUNCT
ijassa-1252	39	1	for	for	ADP
ijassa-1252	39	2	timely	timely	ADJ
ijassa-1252	39	3	replacement	replacement	NOUN
ijassa-1252	39	4	and	and	CCONJ
ijassa-1252	39	5	adjustment	adjustment	NOUN
ijassa-1252	39	6	of	of	ADP
ijassa-1252	39	7	the	the	DET
ijassa-1252	39	8	forecasting	forecasting	NOUN
ijassa-1252	39	9	model	model	NOUN
ijassa-1252	39	10	,	,	PUNCT
ijassa-1252	39	11	monitoring	monitoring	NOUN
ijassa-1252	39	12	is	be	AUX
ijassa-1252	39	13	necessary	necessary	ADJ
ijassa-1252	39	14	,	,	PUNCT
ijassa-1252	39	15	the	the	DET
ijassa-1252	39	16	purposes	purpose	NOUN
ijassa-1252	39	17	of	of	ADP
ijassa-1252	39	18	which	which	PRON
ijassa-1252	39	19	are	be	AUX
ijassa-1252	39	20	:	:	PUNCT
ijassa-1252	39	21	detection	detection	NOUN
ijassa-1252	39	22	of	of	ADP
ijassa-1252	39	23	changes	change	NOUN
ijassa-1252	39	24	in	in	ADP
ijassa-1252	39	25	time	time	NOUN
ijassa-1252	39	26	series	series	NOUN
ijassa-1252	39	27	(	(	PUNCT
ijassa-1252	39	28	structural	structural	ADJ
ijassa-1252	39	29	shifts	shift	NOUN
ijassa-1252	39	30	)	)	PUNCT
ijassa-1252	39	31	,	,	PUNCT
ijassa-1252	39	32	revealing	reveal	VERB
ijassa-1252	39	33	of	of	ADP
ijassa-1252	39	34	the	the	DET
ijassa-1252	39	35	reasons	reason	NOUN
ijassa-1252	39	36	,	,	PUNCT
ijassa-1252	39	37	which	which	PRON
ijassa-1252	39	38	caused	cause	VERB
ijassa-1252	39	39	or	or	CCONJ
ijassa-1252	39	40	may	may	AUX
ijassa-1252	39	41	cause	cause	VERB
ijassa-1252	39	42	the	the	DET
ijassa-1252	39	43	occurrence	occurrence	NOUN
ijassa-1252	39	44	of	of	ADP
ijassa-1252	39	45	structural	structural	ADJ
ijassa-1252	39	46	shifts	shift	NOUN
ijassa-1252	39	47	,	,	PUNCT
ijassa-1252	39	48	formation	formation	NOUN
ijassa-1252	39	49	of	of	ADP
ijassa-1252	39	50	scenarios	scenario	NOUN
ijassa-1252	39	51	of	of	ADP
ijassa-1252	39	52	possible	possible	ADJ
ijassa-1252	39	53	development	development	NOUN
ijassa-1252	39	54	of	of	ADP
ijassa-1252	39	55	the	the	DET
ijassa-1252	39	56	situation	situation	NOUN
ijassa-1252	39	57	,	,	PUNCT
ijassa-1252	39	58	evaluation	evaluation	NOUN
ijassa-1252	39	59	of	of	ADP
ijassa-1252	39	60	the	the	DET
ijassa-1252	39	61	power	power	NOUN
ijassa-1252	39	62	and	and	CCONJ
ijassa-1252	39	63	duration	duration	NOUN
ijassa-1252	39	64	of	of	ADP
ijassa-1252	39	65	the	the	DET
ijassa-1252	39	66	forthcoming	forthcoming	ADJ
ijassa-1252	39	67	changes	change	NOUN
ijassa-1252	39	68	.	.	PUNCT
ijassa-1252	40	1	the	the	DET
ijassa-1252	40	2	time	time	NOUN
ijassa-1252	40	3	series	series	PROPN
ijassa-1252	40	4	monitoring	monitor	VERB
ijassa-1252	40	5	algorithms	algorithm	NOUN
ijassa-1252	40	6	detect	detect	VERB
ijassa-1252	40	7	the	the	DET
ijassa-1252	40	8	structural	structural	ADJ
ijassa-1252	40	9	shifts	shift	NOUN
ijassa-1252	40	10	of	of	ADP
ijassa-1252	40	11	the	the	DET
ijassa-1252	40	12	forecast	forecast	NOUN
ijassa-1252	40	13	indicators	indicator	NOUN
ijassa-1252	40	14	and	and	CCONJ
ijassa-1252	40	15	determine	determine	VERB
ijassa-1252	40	16	the	the	DET
ijassa-1252	40	17	type	type	NOUN
ijassa-1252	40	18	of	of	ADP
ijassa-1252	40	19	these	these	DET
ijassa-1252	40	20	changes	change	NOUN
ijassa-1252	40	21	(	(	PUNCT
ijassa-1252	40	22	change	change	NOUN
ijassa-1252	40	23	in	in	ADP
ijassa-1252	40	24	the	the	DET
ijassa-1252	40	25	trend	trend	NOUN
ijassa-1252	40	26	,	,	PUNCT
ijassa-1252	40	27	volatility	volatility	NOUN
ijassa-1252	40	28	,	,	PUNCT
ijassa-1252	40	29	the	the	DET
ijassa-1252	40	30	type	type	NOUN
ijassa-1252	40	31	of	of	ADP
ijassa-1252	40	32	non	non	ADJ
ijassa-1252	40	33	-	-	NOUN
ijassa-1252	40	34	stationarity	stationarity	NOUN
ijassa-1252	40	35	of	of	ADP
ijassa-1252	40	36	the	the	DET
ijassa-1252	40	37	process	process	NOUN
ijassa-1252	40	38	)	)	PUNCT
ijassa-1252	40	39	.	.	PUNCT
ijassa-1252	41	1	however	however	ADV
ijassa-1252	41	2	,	,	PUNCT
ijassa-1252	41	3	the	the	DET
ijassa-1252	41	4	results	result	NOUN
ijassa-1252	41	5	of	of	ADP
ijassa-1252	41	6	digital	digital	ADJ
ijassa-1252	41	7	monitoring	monitoring	NOUN
ijassa-1252	41	8	do	do	AUX
ijassa-1252	41	9	not	not	PART
ijassa-1252	41	10	allow	allow	VERB
ijassa-1252	41	11	solving	solve	VERB
ijassa-1252	41	12	such	such	ADJ
ijassa-1252	41	13	problems	problem	NOUN
ijassa-1252	41	14	as	as	ADP
ijassa-1252	41	15	:	:	PUNCT
ijassa-1252	41	16			NOUN
ijassa-1252	41	17	identifying	identify	VERB
ijassa-1252	41	18	the	the	DET
ijassa-1252	41	19	causes	cause	NOUN
ijassa-1252	41	20	of	of	ADP
ijassa-1252	41	21	structural	structural	ADJ
ijassa-1252	41	22	shifts	shift	NOUN
ijassa-1252	41	23	;	;	PUNCT
ijassa-1252	41	24			NOUN
ijassa-1252	41	25	forecasting	forecast	VERB
ijassa-1252	41	26	further	further	ADJ
ijassa-1252	41	27	development	development	NOUN
ijassa-1252	41	28	of	of	ADP
ijassa-1252	41	29	the	the	DET
ijassa-1252	41	30	situation	situation	NOUN
ijassa-1252	41	31	which	which	PRON
ijassa-1252	41	32	led	lead	VERB
ijassa-1252	41	33	to	to	ADP
ijassa-1252	41	34	the	the	DET
ijassa-1252	41	35	occurrence	occurrence	NOUN
ijassa-1252	41	36	of	of	ADP
ijassa-1252	41	37	a	a	DET
ijassa-1252	41	38	structural	structural	ADJ
ijassa-1252	41	39	shift	shift	NOUN
ijassa-1252	41	40	;	;	PUNCT
ijassa-1252	41	41			NOUN
ijassa-1252	41	42	forecasting	forecast	VERB
ijassa-1252	41	43	the	the	DET
ijassa-1252	41	44	situation	situation	NOUN
ijassa-1252	41	45	which	which	PRON
ijassa-1252	41	46	may	may	AUX
ijassa-1252	41	47	lead	lead	VERB
ijassa-1252	41	48	to	to	ADP
ijassa-1252	41	49	a	a	DET
ijassa-1252	41	50	structural	structural	ADJ
ijassa-1252	41	51	shift	shift	NOUN
ijassa-1252	41	52	.	.	PUNCT
ijassa-1252	42	1	situation	situation	NOUN
ijassa-1252	42	2	monitoring	monitoring	NOUN
ijassa-1252	42	3	based	base	VERB
ijassa-1252	42	4	on	on	ADP
ijassa-1252	42	5	processing	processing	NOUN
ijassa-1252	42	6	and	and	CCONJ
ijassa-1252	42	7	analysis	analysis	NOUN
ijassa-1252	42	8	of	of	ADP
ijassa-1252	42	9	expert	expert	ADJ
ijassa-1252	42	10	information	information	NOUN
ijassa-1252	42	11	is	be	AUX
ijassa-1252	42	12	needed	need	VERB
ijassa-1252	42	13	to	to	PART
ijassa-1252	42	14	support	support	VERB
ijassa-1252	42	15	the	the	DET
ijassa-1252	42	16	solution	solution	NOUN
ijassa-1252	42	17	of	of	ADP
ijassa-1252	42	18	the	the	DET
ijassa-1252	42	19	above	above	ADJ
ijassa-1252	42	20	tasks	task	NOUN
ijassa-1252	42	21	.	.	PUNCT
ijassa-1252	43	1	therefore	therefore	ADV
ijassa-1252	43	2	,	,	PUNCT
ijassa-1252	43	3	improving	improve	VERB
ijassa-1252	43	4	the	the	DET
ijassa-1252	43	5	quality	quality	NOUN
ijassa-1252	43	6	of	of	ADP
ijassa-1252	43	7	process	process	NOUN
ijassa-1252	43	8	forecasts	forecast	NOUN
ijassa-1252	43	9	in	in	ADP
ijassa-1252	43	10	a	a	DET
ijassa-1252	43	11	changing	change	VERB
ijassa-1252	43	12	external	external	ADJ
ijassa-1252	43	13	environment	environment	NOUN
ijassa-1252	43	14	is	be	AUX
ijassa-1252	43	15	impossible	impossible	ADJ
ijassa-1252	43	16	without	without	ADP
ijassa-1252	43	17	the	the	DET
ijassa-1252	43	18	account	account	NOUN
ijassa-1252	43	19	of	of	ADP
ijassa-1252	43	20	expert	expert	NOUN
ijassa-1252	43	21	and	and	CCONJ
ijassa-1252	43	22	analyst	analyst	NOUN
ijassa-1252	43	23	judgments	judgment	NOUN
ijassa-1252	43	24	[	[	X
ijassa-1252	43	25	2,9,15,28	2,9,15,28	PROPN
ijassa-1252	43	26	]	]	PUNCT
ijassa-1252	43	27	.	.	PUNCT
ijassa-1252	44	1	the	the	DET
ijassa-1252	44	2	task	task	NOUN
ijassa-1252	44	3	of	of	ADP
ijassa-1252	44	4	decision	decision	NOUN
ijassa-1252	44	5	support	support	NOUN
ijassa-1252	44	6	systems	system	NOUN
ijassa-1252	44	7	for	for	ADP
ijassa-1252	44	8	forecasting	forecasting	NOUN
ijassa-1252	44	9	is	be	AUX
ijassa-1252	44	10	to	to	PART
ijassa-1252	44	11	develop	develop	VERB
ijassa-1252	44	12	tools	tool	NOUN
ijassa-1252	44	13	for	for	ADP
ijassa-1252	44	14	extracting	extract	VERB
ijassa-1252	44	15	,	,	PUNCT
ijassa-1252	44	16	integrating	integrating	NOUN
ijassa-1252	44	17	,	,	PUNCT
ijassa-1252	44	18	and	and	CCONJ
ijassa-1252	44	19	128	128	NUM
ijassa-1252	44	20	z.k	z.k	PROPN
ijassa-1252	44	21	.	.	PUNCT
ijassa-1252	44	22	avdeeva	avdeeva	PROPN
ijassa-1252	44	23	,	,	PUNCT
ijassa-1252	44	24	e.a	e.a	PROPN
ijassa-1252	44	25	.	.	PROPN
ijassa-1252	44	26	grebenuyk	grebenuyk	PROPN
ijassa-1252	44	27	,	,	PUNCT
ijassa-1252	45	1	s.v	s.v	PROPN
ijassa-1252	45	2	.	.	PROPN
ijassa-1252	45	3	kovriga	kovriga	PROPN
ijassa-1252	45	4	copyright	copyright	NOUN
ijassa-1252	45	5	©	©	PROPN
ijassa-1252	45	6	2022	2022	NUM
ijassa-1252	45	7	assa	assa	PROPN
ijassa-1252	45	8	adv	adv	PROPN
ijassa-1252	45	9	.	.	PUNCT
ijassa-1252	46	1	in	in	ADP
ijassa-1252	46	2	systems	system	NOUN
ijassa-1252	46	3	science	science	NOUN
ijassa-1252	46	4	and	and	CCONJ
ijassa-1252	46	5	appl	appl	NOUN
ijassa-1252	46	6	.	.	PUNCT
ijassa-1252	47	1	(	(	PUNCT
ijassa-1252	47	2	2022	2022	NUM
ijassa-1252	47	3	)	)	PUNCT
ijassa-1252	47	4	processing	processing	NOUN
ijassa-1252	47	5	expert	expert	NOUN
ijassa-1252	47	6	knowledge	knowledge	NOUN
ijassa-1252	47	7	and	and	CCONJ
ijassa-1252	47	8	generating	generating	NOUN
ijassa-1252	47	9	signals	signal	NOUN
ijassa-1252	47	10	to	to	PART
ijassa-1252	47	11	incorporate	incorporate	VERB
ijassa-1252	47	12	it	it	PRON
ijassa-1252	47	13	into	into	ADP
ijassa-1252	47	14	forecasts	forecast	NOUN
ijassa-1252	47	15	obtained	obtain	VERB
ijassa-1252	47	16	by	by	ADP
ijassa-1252	47	17	processing	process	VERB
ijassa-1252	47	18	quantitative	quantitative	ADJ
ijassa-1252	47	19	data	datum	NOUN
ijassa-1252	47	20	.	.	PUNCT
ijassa-1252	48	1	in	in	ADP
ijassa-1252	48	2	this	this	DET
ijassa-1252	48	3	study	study	NOUN
ijassa-1252	48	4	,	,	PUNCT
ijassa-1252	48	5	we	we	PRON
ijassa-1252	48	6	use	use	VERB
ijassa-1252	48	7	methods	method	NOUN
ijassa-1252	48	8	for	for	ADP
ijassa-1252	48	9	analyzing	analyze	VERB
ijassa-1252	48	10	and	and	CCONJ
ijassa-1252	48	11	modelling	model	VERB
ijassa-1252	48	12	expert	expert	NOUN
ijassa-1252	48	13	information	information	NOUN
ijassa-1252	48	14	based	base	VERB
ijassa-1252	48	15	on	on	ADP
ijassa-1252	48	16	fuzzy	fuzzy	ADJ
ijassa-1252	48	17	cognitive	cognitive	ADJ
ijassa-1252	48	18	maps	map	NOUN
ijassa-1252	48	19	.	.	PUNCT
ijassa-1252	49	1	fuzzy	fuzzy	ADJ
ijassa-1252	49	2	cognitive	cognitive	ADJ
ijassa-1252	49	3	maps	map	NOUN
ijassa-1252	49	4	(	(	PUNCT
ijassa-1252	49	5	fcm	fcm	X
ijassa-1252	49	6	)	)	PUNCT
ijassa-1252	49	7	refer	refer	VERB
ijassa-1252	49	8	to	to	ADP
ijassa-1252	49	9	a	a	DET
ijassa-1252	49	10	class	class	NOUN
ijassa-1252	49	11	of	of	ADP
ijassa-1252	49	12	models	model	NOUN
ijassa-1252	49	13	representing	represent	VERB
ijassa-1252	49	14	expert	expert	ADJ
ijassa-1252	49	15	knowledge	knowledge	NOUN
ijassa-1252	49	16	and	and	CCONJ
ijassa-1252	49	17	judgments	judgment	NOUN
ijassa-1252	49	18	.	.	PUNCT
ijassa-1252	50	1	they	they	PRON
ijassa-1252	50	2	are	be	AUX
ijassa-1252	50	3	used	use	VERB
ijassa-1252	50	4	to	to	PART
ijassa-1252	50	5	analyze	analyze	VERB
ijassa-1252	50	6	and	and	CCONJ
ijassa-1252	50	7	model	model	VERB
ijassa-1252	50	8	ill	ill	ADJ
ijassa-1252	50	9	-	-	PUNCT
ijassa-1252	50	10	structured	structure	VERB
ijassa-1252	50	11	situations	situation	NOUN
ijassa-1252	50	12	.	.	PUNCT
ijassa-1252	51	1	these	these	PRON
ijassa-1252	51	2	are	be	AUX
ijassa-1252	51	3	situations	situation	NOUN
ijassa-1252	51	4	involving	involve	VERB
ijassa-1252	51	5	many	many	ADJ
ijassa-1252	51	6	elements	element	NOUN
ijassa-1252	51	7	of	of	ADP
ijassa-1252	51	8	various	various	ADJ
ijassa-1252	51	9	nature	nature	NOUN
ijassa-1252	51	10	,	,	PUNCT
ijassa-1252	51	11	and	and	CCONJ
ijassa-1252	51	12	the	the	DET
ijassa-1252	51	13	relationships	relationship	NOUN
ijassa-1252	51	14	between	between	ADP
ijassa-1252	51	15	the	the	DET
ijassa-1252	51	16	elements	element	NOUN
ijassa-1252	51	17	can	can	AUX
ijassa-1252	51	18	be	be	AUX
ijassa-1252	51	19	both	both	ADV
ijassa-1252	51	20	quantitative	quantitative	ADJ
ijassa-1252	51	21	and	and	CCONJ
ijassa-1252	51	22	qualitative	qualitative	ADJ
ijassa-1252	51	23	[	[	X
ijassa-1252	51	24	1,12,26	1,12,26	NUM
ijassa-1252	51	25	]	]	PUNCT
ijassa-1252	51	26	.	.	PUNCT
ijassa-1252	52	1	the	the	DET
ijassa-1252	52	2	use	use	NOUN
ijassa-1252	52	3	of	of	ADP
ijassa-1252	52	4	fcm	fcm	PROPN
ijassa-1252	52	5	in	in	ADP
ijassa-1252	52	6	production	production	NOUN
ijassa-1252	52	7	sphere	sphere	NOUN
ijassa-1252	52	8	is	be	AUX
ijassa-1252	52	9	associated	associate	VERB
ijassa-1252	52	10	with	with	ADP
ijassa-1252	52	11	the	the	DET
ijassa-1252	52	12	support	support	NOUN
ijassa-1252	52	13	of	of	ADP
ijassa-1252	52	14	managerial	managerial	ADJ
ijassa-1252	52	15	decision	decision	NOUN
ijassa-1252	52	16	-	-	PUNCT
ijassa-1252	52	17	making	making	NOUN
ijassa-1252	52	18	in	in	ADP
ijassa-1252	52	19	situations	situation	NOUN
ijassa-1252	52	20	of	of	ADP
ijassa-1252	52	21	uncertainty	uncertainty	NOUN
ijassa-1252	52	22	or	or	CCONJ
ijassa-1252	52	23	lack	lack	NOUN
ijassa-1252	52	24	of	of	ADP
ijassa-1252	52	25	quantitative	quantitative	ADJ
ijassa-1252	52	26	data	datum	NOUN
ijassa-1252	52	27	to	to	PART
ijassa-1252	52	28	solve	solve	VERB
ijassa-1252	52	29	the	the	DET
ijassa-1252	52	30	problems	problem	NOUN
ijassa-1252	52	31	posed	pose	VERB
ijassa-1252	52	32	.	.	PUNCT
ijassa-1252	53	1	typical	typical	ADJ
ijassa-1252	53	2	fcm	fcm	PROPN
ijassa-1252	53	3	applications	application	NOUN
ijassa-1252	53	4	are	be	AUX
ijassa-1252	53	5	the	the	DET
ijassa-1252	53	6	following	follow	VERB
ijassa-1252	53	7	examples	example	NOUN
ijassa-1252	53	8	:	:	PUNCT
ijassa-1252	53	9			VERB
ijassa-1252	53	10	analysis	analysis	NOUN
ijassa-1252	53	11	of	of	ADP
ijassa-1252	53	12	factors	factor	NOUN
ijassa-1252	53	13	supporting	support	VERB
ijassa-1252	53	14	collaborative	collaborative	ADJ
ijassa-1252	53	15	planning	planning	NOUN
ijassa-1252	53	16	,	,	PUNCT
ijassa-1252	53	17	forecasting	forecasting	NOUN
ijassa-1252	53	18	and	and	CCONJ
ijassa-1252	53	19	replenishment	replenishment	NOUN
ijassa-1252	53	20	to	to	PART
ijassa-1252	53	21	ensure	ensure	VERB
ijassa-1252	53	22	effective	effective	ADJ
ijassa-1252	53	23	supply	supply	NOUN
ijassa-1252	53	24	chain	chain	NOUN
ijassa-1252	53	25	management	management	NOUN
ijassa-1252	54	1	[	[	X
ijassa-1252	54	2	6	6	NUM
ijassa-1252	54	3	]	]	PUNCT
ijassa-1252	54	4	;	;	PUNCT
ijassa-1252	54	5			NOUN
ijassa-1252	54	6	risk	risk	NOUN
ijassa-1252	54	7	analysis	analysis	NOUN
ijassa-1252	54	8	of	of	ADP
ijassa-1252	54	9	erp	erp	NOUN
ijassa-1252	54	10	(	(	PUNCT
ijassa-1252	54	11	enterprise	enterprise	NOUN
ijassa-1252	54	12	resource	resource	NOUN
ijassa-1252	54	13	planning	planning	NOUN
ijassa-1252	54	14	)	)	PUNCT
ijassa-1252	54	15	maintenance	maintenance	NOUN
ijassa-1252	54	16	in	in	ADP
ijassa-1252	54	17	the	the	DET
ijassa-1252	54	18	system	system	NOUN
ijassa-1252	54	19	lifecycle	lifecycle	NOUN
ijassa-1252	55	1	[	[	X
ijassa-1252	55	2	23	23	NUM
ijassa-1252	55	3	]	]	X
ijassa-1252	55	4	;	;	PUNCT
ijassa-1252	55	5			NOUN
ijassa-1252	55	6	risk	risk	NOUN
ijassa-1252	55	7	analysis	analysis	NOUN
ijassa-1252	55	8	in	in	ADP
ijassa-1252	55	9	a	a	DET
ijassa-1252	55	10	production	production	NOUN
ijassa-1252	55	11	system	system	NOUN
ijassa-1252	55	12	,	,	PUNCT
ijassa-1252	55	13	for	for	ADP
ijassa-1252	55	14	which	which	PRON
ijassa-1252	55	15	the	the	DET
ijassa-1252	55	16	possibility	possibility	NOUN
ijassa-1252	55	17	of	of	ADP
ijassa-1252	55	18	loss	loss	NOUN
ijassa-1252	55	19	of	of	ADP
ijassa-1252	55	20	profit	profit	NOUN
ijassa-1252	55	21	is	be	AUX
ijassa-1252	55	22	considered	consider	VERB
ijassa-1252	55	23	a	a	DET
ijassa-1252	55	24	key	key	ADJ
ijassa-1252	55	25	risk	risk	NOUN
ijassa-1252	55	26	factor	factor	NOUN
ijassa-1252	55	27	[	[	X
ijassa-1252	55	28	33	33	NUM
ijassa-1252	55	29	]	]	X
ijassa-1252	55	30	;	;	PUNCT
ijassa-1252	55	31			NOUN
ijassa-1252	55	32	factors	factor	NOUN
ijassa-1252	55	33	'	'	PART
ijassa-1252	55	34	analysis	analysis	NOUN
ijassa-1252	55	35	of	of	ADP
ijassa-1252	55	36	influence	influence	NOUN
ijassa-1252	55	37	on	on	ADP
ijassa-1252	55	38	planning	planning	NOUN
ijassa-1252	55	39	of	of	ADP
ijassa-1252	55	40	production	production	NOUN
ijassa-1252	55	41	in	in	ADP
ijassa-1252	55	42	manufacturing	manufacture	VERB
ijassa-1252	55	43	plants	plant	NOUN
ijassa-1252	55	44	using	use	VERB
ijassa-1252	55	45	the	the	DET
ijassa-1252	55	46	fcm	fcm	NOUN
ijassa-1252	55	47	of	of	ADP
ijassa-1252	55	48	multi	multi	ADJ
ijassa-1252	55	49	-	-	ADJ
ijassa-1252	55	50	criteria	criterion	NOUN
ijassa-1252	55	51	decision	decision	NOUN
ijassa-1252	55	52	making	make	VERB
ijassa-1252	55	53	[	[	X
ijassa-1252	55	54	30	30	NUM
ijassa-1252	55	55	]	]	X
ijassa-1252	55	56	;	;	PUNCT
ijassa-1252	55	57			NOUN
ijassa-1252	55	58	selection	selection	NOUN
ijassa-1252	55	59	and	and	CCONJ
ijassa-1252	55	60	justification	justification	NOUN
ijassa-1252	55	61	of	of	ADP
ijassa-1252	55	62	technological	technological	ADJ
ijassa-1252	55	63	solutions	solution	NOUN
ijassa-1252	55	64	for	for	ADP
ijassa-1252	55	65	creating	create	VERB
ijassa-1252	55	66	final	final	ADJ
ijassa-1252	55	67	products	product	NOUN
ijassa-1252	55	68	with	with	ADP
ijassa-1252	55	69	specified	specified	ADJ
ijassa-1252	55	70	goal	goal	NOUN
ijassa-1252	55	71	characteristics	characteristic	NOUN
ijassa-1252	55	72	,	,	PUNCT
ijassa-1252	55	73	where	where	SCONJ
ijassa-1252	55	74	the	the	DET
ijassa-1252	55	75	technology	technology	NOUN
ijassa-1252	55	76	solutions	solution	NOUN
ijassa-1252	55	77	are	be	AUX
ijassa-1252	55	78	products	product	NOUN
ijassa-1252	55	79	and	and	CCONJ
ijassa-1252	55	80	technologiescomponents	technologiescomponent	NOUN
ijassa-1252	55	81	of	of	ADP
ijassa-1252	55	82	the	the	DET
ijassa-1252	55	83	final	final	ADJ
ijassa-1252	55	84	product	product	NOUN
ijassa-1252	55	85	[	[	X
ijassa-1252	55	86	4	4	NUM
ijassa-1252	55	87	]	]	PUNCT
ijassa-1252	55	88	,	,	PUNCT
ijassa-1252	55	89	etc	etc	X
ijassa-1252	55	90	.	.	X
ijassa-1252	56	1	in	in	ADP
ijassa-1252	56	2	accordance	accordance	NOUN
ijassa-1252	56	3	with	with	ADP
ijassa-1252	56	4	the	the	DET
ijassa-1252	56	5	purpose	purpose	NOUN
ijassa-1252	56	6	outlined	outline	VERB
ijassa-1252	56	7	in	in	ADP
ijassa-1252	56	8	the	the	DET
ijassa-1252	56	9	article	article	NOUN
ijassa-1252	56	10	,	,	PUNCT
ijassa-1252	56	11	the	the	DET
ijassa-1252	56	12	contribution	contribution	NOUN
ijassa-1252	56	13	of	of	ADP
ijassa-1252	56	14	this	this	DET
ijassa-1252	56	15	study	study	NOUN
ijassa-1252	56	16	is	be	AUX
ijassa-1252	56	17	as	as	SCONJ
ijassa-1252	56	18	follows	follow	VERB
ijassa-1252	56	19	:	:	PUNCT
ijassa-1252	57	1	1	1	X
ijassa-1252	57	2	.	.	X
ijassa-1252	57	3	we	we	PRON
ijassa-1252	57	4	propose	propose	VERB
ijassa-1252	57	5	a	a	DET
ijassa-1252	57	6	hybrid	hybrid	ADJ
ijassa-1252	57	7	model	model	NOUN
ijassa-1252	57	8	for	for	ADP
ijassa-1252	57	9	the	the	DET
ijassa-1252	57	10	formation	formation	NOUN
ijassa-1252	57	11	and	and	CCONJ
ijassa-1252	57	12	correction	correction	NOUN
ijassa-1252	57	13	of	of	ADP
ijassa-1252	57	14	the	the	DET
ijassa-1252	57	15	monthly	monthly	ADJ
ijassa-1252	57	16	price	price	NOUN
ijassa-1252	57	17	forecast	forecast	NOUN
ijassa-1252	57	18	for	for	ADP
ijassa-1252	57	19	the	the	DET
ijassa-1252	57	20	year	year	NOUN
ijassa-1252	57	21	ahead	ahead	ADV
ijassa-1252	57	22	,	,	PUNCT
ijassa-1252	57	23	combining	combine	VERB
ijassa-1252	57	24	the	the	DET
ijassa-1252	57	25	information	information	NOUN
ijassa-1252	57	26	obtained	obtain	VERB
ijassa-1252	57	27	from	from	ADP
ijassa-1252	57	28	the	the	DET
ijassa-1252	57	29	processing	processing	NOUN
ijassa-1252	57	30	of	of	ADP
ijassa-1252	57	31	expert	expert	NOUN
ijassa-1252	57	32	judgments	judgment	NOUN
ijassa-1252	57	33	through	through	ADP
ijassa-1252	57	34	fcm	fcm	PROPN
ijassa-1252	57	35	,	,	PUNCT
ijassa-1252	57	36	and	and	CCONJ
ijassa-1252	57	37	the	the	DET
ijassa-1252	57	38	data	datum	NOUN
ijassa-1252	57	39	of	of	ADP
ijassa-1252	57	40	time	time	NOUN
ijassa-1252	57	41	series	series	NOUN
ijassa-1252	57	42	of	of	ADP
ijassa-1252	57	43	commodity	commodity	NOUN
ijassa-1252	57	44	market	market	NOUN
ijassa-1252	57	45	prices	price	NOUN
ijassa-1252	57	46	and	and	CCONJ
ijassa-1252	57	47	macroeconomic	macroeconomic	ADJ
ijassa-1252	57	48	indicators	indicator	NOUN
ijassa-1252	57	49	.	.	PUNCT
ijassa-1252	58	1	the	the	DET
ijassa-1252	58	2	developed	develop	VERB
ijassa-1252	58	3	hybrid	hybrid	NOUN
ijassa-1252	58	4	model	model	NOUN
ijassa-1252	58	5	performs	perform	VERB
ijassa-1252	58	6	the	the	DET
ijassa-1252	58	7	following	follow	VERB
ijassa-1252	58	8	functions	function	NOUN
ijassa-1252	58	9	:	:	PUNCT
ijassa-1252	58	10			NOUN
ijassa-1252	58	11	processes	process	VERB
ijassa-1252	58	12	expert	expert	ADJ
ijassa-1252	58	13	judgments	judgment	NOUN
ijassa-1252	58	14	and	and	CCONJ
ijassa-1252	58	15	analytical	analytical	ADJ
ijassa-1252	58	16	information	information	NOUN
ijassa-1252	58	17	and	and	CCONJ
ijassa-1252	58	18	simulates	simulate	VERB
ijassa-1252	58	19	scenarios	scenario	NOUN
ijassa-1252	58	20	of	of	ADP
ijassa-1252	58	21	possible	possible	ADJ
ijassa-1252	58	22	consequences	consequence	NOUN
ijassa-1252	58	23	of	of	ADP
ijassa-1252	58	24	the	the	DET
ijassa-1252	58	25	impact	impact	NOUN
ijassa-1252	58	26	of	of	ADP
ijassa-1252	58	27	significant	significant	ADJ
ijassa-1252	58	28	events	event	NOUN
ijassa-1252	58	29	of	of	ADP
ijassa-1252	58	30	environment	environment	NOUN
ijassa-1252	58	31	on	on	ADP
ijassa-1252	58	32	the	the	DET
ijassa-1252	58	33	change	change	NOUN
ijassa-1252	58	34	of	of	ADP
ijassa-1252	58	35	the	the	DET
ijassa-1252	58	36	target	target	NOUN
ijassa-1252	58	37	indicator	indicator	NOUN
ijassa-1252	58	38	by	by	ADP
ijassa-1252	58	39	means	mean	NOUN
ijassa-1252	58	40	of	of	ADP
ijassa-1252	58	41	fcm	fcm	PROPN
ijassa-1252	58	42	–	–	PUNCT
ijassa-1252	58	43	a	a	DET
ijassa-1252	58	44	formalized	formalized	ADJ
ijassa-1252	58	45	model	model	NOUN
ijassa-1252	58	46	of	of	ADP
ijassa-1252	58	47	causal	causal	ADJ
ijassa-1252	58	48	influences	influence	NOUN
ijassa-1252	58	49	between	between	ADP
ijassa-1252	58	50	the	the	DET
ijassa-1252	58	51	system	system	NOUN
ijassa-1252	58	52	-	-	PUNCT
ijassa-1252	58	53	forming	form	VERB
ijassa-1252	58	54	factors	factor	NOUN
ijassa-1252	58	55	of	of	ADP
ijassa-1252	58	56	the	the	DET
ijassa-1252	58	57	situation	situation	NOUN
ijassa-1252	58	58	and	and	CCONJ
ijassa-1252	58	59	the	the	DET
ijassa-1252	58	60	target	target	NOUN
ijassa-1252	58	61	indicator	indicator	NOUN
ijassa-1252	58	62	;	;	PUNCT
ijassa-1252	58	63			NOUN
ijassa-1252	58	64	forms	form	VERB
ijassa-1252	58	65	a	a	DET
ijassa-1252	58	66	monthly	monthly	ADJ
ijassa-1252	58	67	price	price	NOUN
ijassa-1252	58	68	forecast	forecast	NOUN
ijassa-1252	58	69	for	for	ADP
ijassa-1252	58	70	the	the	DET
ijassa-1252	58	71	year	year	NOUN
ijassa-1252	58	72	ahead	ahead	ADV
ijassa-1252	58	73	on	on	ADP
ijassa-1252	58	74	the	the	DET
ijassa-1252	58	75	basis	basis	NOUN
ijassa-1252	58	76	of	of	ADP
ijassa-1252	58	77	the	the	DET
ijassa-1252	58	78	information	information	NOUN
ijassa-1252	58	79	obtained	obtain	VERB
ijassa-1252	58	80	from	from	ADP
ijassa-1252	58	81	the	the	DET
ijassa-1252	58	82	processing	processing	NOUN
ijassa-1252	58	83	of	of	ADP
ijassa-1252	58	84	expert	expert	NOUN
ijassa-1252	58	85	judgments	judgment	NOUN
ijassa-1252	58	86	and	and	CCONJ
ijassa-1252	58	87	time	time	NOUN
ijassa-1252	58	88	series	series	PROPN
ijassa-1252	58	89	data	datum	NOUN
ijassa-1252	58	90	as	as	ADP
ijassa-1252	58	91	a	a	DET
ijassa-1252	58	92	result	result	NOUN
ijassa-1252	58	93	of	of	ADP
ijassa-1252	58	94	applying	apply	VERB
ijassa-1252	58	95	the	the	DET
ijassa-1252	58	96	ensemble	ensemble	NOUN
ijassa-1252	58	97	of	of	ADP
ijassa-1252	58	98	multidimensional	multidimensional	ADJ
ijassa-1252	58	99	time	time	NOUN
ijassa-1252	58	100	series	series	NOUN
ijassa-1252	58	101	models	model	NOUN
ijassa-1252	58	102	and	and	CCONJ
ijassa-1252	58	103	taking	take	VERB
ijassa-1252	58	104	into	into	ADP
ijassa-1252	58	105	account	account	NOUN
ijassa-1252	58	106	the	the	DET
ijassa-1252	58	107	cause	cause	NOUN
ijassa-1252	58	108	-	-	PUNCT
ijassa-1252	58	109	andeffect	andeffect	NOUN
ijassa-1252	58	110	effects	effect	NOUN
ijassa-1252	58	111	between	between	ADP
ijassa-1252	58	112	the	the	DET
ijassa-1252	58	113	factors	factor	NOUN
ijassa-1252	58	114	of	of	ADP
ijassa-1252	58	115	the	the	DET
ijassa-1252	58	116	situation	situation	NOUN
ijassa-1252	58	117	and	and	CCONJ
ijassa-1252	58	118	the	the	DET
ijassa-1252	58	119	target	target	NOUN
ijassa-1252	58	120	indicator	indicator	NOUN
ijassa-1252	58	121	.	.	PUNCT
ijassa-1252	59	1	2	2	X
ijassa-1252	59	2	.	.	X
ijassa-1252	59	3	we	we	PRON
ijassa-1252	59	4	have	have	AUX
ijassa-1252	59	5	developed	develop	VERB
ijassa-1252	59	6	an	an	DET
ijassa-1252	59	7	algorithm	algorithm	NOUN
ijassa-1252	59	8	for	for	ADP
ijassa-1252	59	9	correcting	correct	VERB
ijassa-1252	59	10	the	the	DET
ijassa-1252	59	11	target	target	NOUN
ijassa-1252	59	12	indicator	indicator	NOUN
ijassa-1252	59	13	forecast	forecast	NOUN
ijassa-1252	59	14	on	on	ADP
ijassa-1252	59	15	the	the	DET
ijassa-1252	59	16	forecast	forecast	NOUN
ijassa-1252	59	17	horizon	horizon	NOUN
ijassa-1252	59	18	based	base	VERB
ijassa-1252	59	19	on	on	ADP
ijassa-1252	59	20	signals	signal	NOUN
ijassa-1252	59	21			NOUN
ijassa-1252	59	22	situation	situation	NOUN
ijassa-1252	59	23	monitoring	monitoring	NOUN
ijassa-1252	59	24	implemented	implement	VERB
ijassa-1252	59	25	on	on	ADP
ijassa-1252	59	26	the	the	DET
ijassa-1252	59	27	basis	basis	NOUN
ijassa-1252	59	28	of	of	ADP
ijassa-1252	59	29	analysis	analysis	NOUN
ijassa-1252	59	30	and	and	CCONJ
ijassa-1252	59	31	modelling	model	VERB
ijassa-1252	59	32	methods	method	NOUN
ijassa-1252	59	33	on	on	ADP
ijassa-1252	59	34	fcm	fcm	PROPN
ijassa-1252	59	35	[	[	X
ijassa-1252	59	36	3,4	3,4	NUM
ijassa-1252	59	37	]	]	PUNCT
ijassa-1252	59	38	;	;	PUNCT
ijassa-1252	59	39			NOUN
ijassa-1252	59	40	digital	digital	ADJ
ijassa-1252	59	41	monitoring	monitoring	NOUN
ijassa-1252	59	42	carried	carry	VERB
ijassa-1252	59	43	out	out	ADP
ijassa-1252	59	44	by	by	ADP
ijassa-1252	59	45	methods	method	NOUN
ijassa-1252	59	46	of	of	ADP
ijassa-1252	59	47	sequential	sequential	ADJ
ijassa-1252	59	48	analysis	analysis	NOUN
ijassa-1252	59	49	of	of	ADP
ijassa-1252	59	50	nonstationary	nonstationary	ADJ
ijassa-1252	59	51	processes	process	NOUN
ijassa-1252	59	52	[	[	X
ijassa-1252	59	53	19	19	NUM
ijassa-1252	59	54	]	]	PUNCT
ijassa-1252	59	55	.	.	PUNCT
ijassa-1252	60	1	3	3	X
ijassa-1252	60	2	.	.	X
ijassa-1252	60	3	we	we	PRON
ijassa-1252	60	4	tested	test	VERB
ijassa-1252	60	5	the	the	DET
ijassa-1252	60	6	effectiveness	effectiveness	NOUN
ijassa-1252	60	7	of	of	ADP
ijassa-1252	60	8	the	the	DET
ijassa-1252	60	9	hybrid	hybrid	ADJ
ijassa-1252	60	10	model	model	NOUN
ijassa-1252	60	11	and	and	CCONJ
ijassa-1252	60	12	algorithms	algorithm	NOUN
ijassa-1252	60	13	for	for	ADP
ijassa-1252	60	14	generating	generate	VERB
ijassa-1252	60	15	and	and	CCONJ
ijassa-1252	60	16	correcting	correct	VERB
ijassa-1252	60	17	on	on	ADP
ijassa-1252	60	18	monitoring	monitor	VERB
ijassa-1252	60	19	signals	signal	NOUN
ijassa-1252	60	20	forecast	forecast	VERB
ijassa-1252	60	21	when	when	SCONJ
ijassa-1252	60	22	generating	generate	VERB
ijassa-1252	60	23	a	a	DET
ijassa-1252	60	24	monthly	monthly	ADJ
ijassa-1252	60	25	forecast	forecast	NOUN
ijassa-1252	60	26	of	of	ADP
ijassa-1252	60	27	prices	price	NOUN
ijassa-1252	60	28	for	for	ADP
ijassa-1252	60	29	ferrous	ferrous	ADJ
ijassa-1252	60	30	scrap	scrap	NOUN
ijassa-1252	60	31	for	for	ADP
ijassa-1252	60	32	the	the	DET
ijassa-1252	60	33	year	year	NOUN
ijassa-1252	60	34	ahead	ahead	ADV
ijassa-1252	60	35	.	.	PUNCT
ijassa-1252	61	1	the	the	DET
ijassa-1252	61	2	constructed	construct	VERB
ijassa-1252	61	3	forecast	forecast	NOUN
ijassa-1252	61	4	showed	show	VERB
ijassa-1252	61	5	a	a	DET
ijassa-1252	61	6	significant	significant	ADJ
ijassa-1252	61	7	increase	increase	NOUN
ijassa-1252	61	8	in	in	ADP
ijassa-1252	61	9	forecasting	forecasting	NOUN
ijassa-1252	61	10	accuracy	accuracy	NOUN
ijassa-1252	61	11	compared	compare	VERB
ijassa-1252	61	12	to	to	ADP
ijassa-1252	61	13	the	the	DET
ijassa-1252	61	14	plan	plan	NOUN
ijassa-1252	61	15	-	-	PUNCT
ijassa-1252	61	16	fact	fact	NOUN
ijassa-1252	61	17	(	(	PUNCT
ijassa-1252	61	18	"	"	PUNCT
ijassa-1252	61	19	naive	naive	ADJ
ijassa-1252	61	20	"	"	PUNCT
ijassa-1252	61	21	)	)	PUNCT
ijassa-1252	61	22	forecast	forecast	NOUN
ijassa-1252	61	23	and	and	CCONJ
ijassa-1252	61	24	the	the	DET
ijassa-1252	61	25	forecast	forecast	NOUN
ijassa-1252	61	26	on	on	ADP
ijassa-1252	61	27	the	the	DET
ijassa-1252	61	28	arima	arima	PROPN
ijassa-1252	61	29	model	model	NOUN
ijassa-1252	61	30	.	.	PUNCT
ijassa-1252	62	1	raw	raw	ADJ
ijassa-1252	62	2	material	material	NOUN
ijassa-1252	62	3	price	price	NOUN
ijassa-1252	62	4	forecasting	forecasting	NOUN
ijassa-1252	62	5	on	on	ADP
ijassa-1252	62	6	commodity	commodity	NOUN
ijassa-1252	62	7	markets	market	NOUN
ijassa-1252	62	8	129	129	NUM
ijassa-1252	62	9	copyright	copyright	NOUN
ijassa-1252	62	10	©	©	PROPN
ijassa-1252	62	11	2022	2022	NUM
ijassa-1252	62	12	assa	assa	NOUN
ijassa-1252	62	13	.	.	PUNCT
ijassa-1252	63	1	adv	adv	PROPN
ijassa-1252	63	2	.	.	PUNCT
ijassa-1252	64	1	in	in	ADP
ijassa-1252	64	2	systems	system	NOUN
ijassa-1252	64	3	science	science	NOUN
ijassa-1252	64	4	and	and	CCONJ
ijassa-1252	64	5	appl	appl	NOUN
ijassa-1252	64	6	.	.	PUNCT
ijassa-1252	65	1	(	(	PUNCT
ijassa-1252	65	2	2022	2022	NUM
ijassa-1252	65	3	)	)	PUNCT
ijassa-1252	65	4	2	2	NUM
ijassa-1252	65	5	.	.	X
ijassa-1252	65	6	problem	problem	NOUN
ijassa-1252	65	7	statement	statement	NOUN
ijassa-1252	65	8	,	,	PUNCT
ijassa-1252	65	9	its	its	PRON
ijassa-1252	65	10	features	feature	NOUN
ijassa-1252	65	11	and	and	CCONJ
ijassa-1252	65	12	general	general	ADJ
ijassa-1252	65	13	solution	solution	NOUN
ijassa-1252	65	14	principle	principle	NOUN
ijassa-1252	65	15	we	we	PRON
ijassa-1252	65	16	consider	consider	VERB
ijassa-1252	65	17	the	the	DET
ijassa-1252	65	18	problem	problem	NOUN
ijassa-1252	65	19	of	of	ADP
ijassa-1252	65	20	forming	form	VERB
ijassa-1252	65	21	and	and	CCONJ
ijassa-1252	65	22	adjusting	adjust	VERB
ijassa-1252	65	23	the	the	DET
ijassa-1252	65	24	monthly	monthly	ADJ
ijassa-1252	65	25	forecast	forecast	NOUN
ijassa-1252	65	26	of	of	ADP
ijassa-1252	65	27	commodity	commodity	NOUN
ijassa-1252	65	28	prices	price	NOUN
ijassa-1252	65	29	for	for	ADP
ijassa-1252	65	30	the	the	DET
ijassa-1252	65	31	year	year	NOUN
ijassa-1252	65	32	ahead	ahead	ADV
ijassa-1252	65	33	.	.	PUNCT
ijassa-1252	66	1	the	the	DET
ijassa-1252	66	2	forecast	forecast	NOUN
ijassa-1252	66	3	indicator	indicator	NOUN
ijassa-1252	66	4	(	(	PUNCT
ijassa-1252	66	5	target	target	NOUN
ijassa-1252	66	6	)	)	PUNCT
ijassa-1252	66	7	1	1	NUM
ijassa-1252	66	8	2	2	NUM
ijassa-1252	66	9	{	{	PUNCT
ijassa-1252	66	10	,	,	PUNCT
ijassa-1252	66	11	,	,	PUNCT
ijassa-1252	66	12	...	...	PUNCT
ijassa-1252	66	13	,	,	PUNCT
ijassa-1252	66	14	,	,	PUNCT
ijassa-1252	66	15	...	...	PUNCT
ijassa-1252	66	16	}	}	PUNCT
ijassa-1252	66	17	ty	ty	INTJ
ijassa-1252	66	18	y	y	PROPN
ijassa-1252	66	19	y	y	PROPN
ijassa-1252	66	20	y	y	PROPN
ijassa-1252	66	21	is	be	AUX
ijassa-1252	66	22	a	a	DET
ijassa-1252	66	23	nonstationary	nonstationary	ADJ
ijassa-1252	66	24	time	time	NOUN
ijassa-1252	66	25	series	series	NOUN
ijassa-1252	66	26	,	,	PUNCT
ijassa-1252	66	27	whose	whose	DET
ijassa-1252	66	28	properties	property	NOUN
ijassa-1252	66	29	may	may	AUX
ijassa-1252	66	30	change	change	VERB
ijassa-1252	66	31	under	under	ADP
ijassa-1252	66	32	the	the	DET
ijassa-1252	66	33	influence	influence	NOUN
ijassa-1252	66	34	of	of	ADP
ijassa-1252	66	35	:	:	PUNCT
ijassa-1252	66	36			NOUN
ijassa-1252	66	37	factors	factor	NOUN
ijassa-1252	66	38	affecting	affect	VERB
ijassa-1252	66	39	the	the	DET
ijassa-1252	66	40	domestic	domestic	ADJ
ijassa-1252	66	41	market	market	NOUN
ijassa-1252	66	42	of	of	ADP
ijassa-1252	66	43	the	the	DET
ijassa-1252	66	44	forecasted	forecast	VERB
ijassa-1252	66	45	indicator	indicator	NOUN
ijassa-1252	66	46	;	;	PUNCT
ijassa-1252	66	47			NOUN
ijassa-1252	66	48	factors	factor	NOUN
ijassa-1252	66	49	affecting	affect	VERB
ijassa-1252	66	50	changes	change	NOUN
ijassa-1252	66	51	in	in	ADP
ijassa-1252	66	52	world	world	NOUN
ijassa-1252	66	53	prices	price	NOUN
ijassa-1252	66	54	for	for	ADP
ijassa-1252	66	55	raw	raw	ADJ
ijassa-1252	66	56	materials	material	NOUN
ijassa-1252	66	57	and	and	CCONJ
ijassa-1252	66	58	products	product	NOUN
ijassa-1252	66	59	;	;	PUNCT
ijassa-1252	66	60			NOUN
ijassa-1252	66	61	factors	factor	NOUN
ijassa-1252	66	62	that	that	PRON
ijassa-1252	66	63	characterize	characterize	VERB
ijassa-1252	66	64	the	the	DET
ijassa-1252	66	65	global	global	ADJ
ijassa-1252	66	66	economy	economy	NOUN
ijassa-1252	66	67	;	;	PUNCT
ijassa-1252	66	68			NOUN
ijassa-1252	66	69	factors	factor	NOUN
ijassa-1252	66	70	,	,	PUNCT
ijassa-1252	66	71	characterizing	characterize	VERB
ijassa-1252	66	72	the	the	DET
ijassa-1252	66	73	state	state	NOUN
ijassa-1252	66	74	policy	policy	NOUN
ijassa-1252	66	75	of	of	ADP
ijassa-1252	66	76	commodity	commodity	NOUN
ijassa-1252	66	77	markets	market	NOUN
ijassa-1252	66	78	regulation	regulation	NOUN
ijassa-1252	66	79	.	.	PUNCT
ijassa-1252	67	1	we	we	PRON
ijassa-1252	67	2	call	call	VERB
ijassa-1252	67	3	these	these	DET
ijassa-1252	67	4	factors	factor	NOUN
ijassa-1252	67	5	system	system	NOUN
ijassa-1252	67	6	-	-	PUNCT
ijassa-1252	67	7	forming	form	VERB
ijassa-1252	67	8	,	,	PUNCT
ijassa-1252	67	9	because	because	SCONJ
ijassa-1252	67	10	in	in	ADP
ijassa-1252	67	11	their	their	PRON
ijassa-1252	67	12	unity	unity	NOUN
ijassa-1252	67	13	they	they	PRON
ijassa-1252	67	14	form	form	VERB
ijassa-1252	67	15	a	a	DET
ijassa-1252	67	16	system	system	NOUN
ijassa-1252	67	17	that	that	PRON
ijassa-1252	67	18	reflects	reflect	VERB
ijassa-1252	67	19	a	a	DET
ijassa-1252	67	20	holistic	holistic	ADJ
ijassa-1252	67	21	view	view	NOUN
ijassa-1252	67	22	of	of	ADP
ijassa-1252	67	23	the	the	DET
ijassa-1252	67	24	situation	situation	NOUN
ijassa-1252	67	25	in	in	ADP
ijassa-1252	67	26	the	the	DET
ijassa-1252	67	27	context	context	NOUN
ijassa-1252	67	28	of	of	ADP
ijassa-1252	67	29	the	the	DET
ijassa-1252	67	30	problem	problem	NOUN
ijassa-1252	67	31	under	under	ADP
ijassa-1252	67	32	consideration	consideration	NOUN
ijassa-1252	67	33	.	.	PUNCT
ijassa-1252	68	1	the	the	DET
ijassa-1252	68	2	forecasted	forecast	VERB
ijassa-1252	68	3	target	target	NOUN
ijassa-1252	68	4	at	at	ADP
ijassa-1252	68	5	time	time	NOUN
ijassa-1252	68	6	t	t	PROPN
ijassa-1252	68	7	may	may	AUX
ijassa-1252	68	8	depend	depend	VERB
ijassa-1252	68	9	on	on	ADP
ijassa-1252	68	10	its	its	PRON
ijassa-1252	68	11	previous	previous	ADJ
ijassa-1252	68	12	values	value	NOUN
ijassa-1252	68	13	;	;	PUNCT
ijassa-1252	68	14	previous	previous	ADJ
ijassa-1252	68	15	values	value	NOUN
ijassa-1252	68	16	of	of	ADP
ijassa-1252	68	17	other	other	ADJ
ijassa-1252	68	18	processes	process	NOUN
ijassa-1252	68	19	;	;	PUNCT
ijassa-1252	68	20	significant	significant	ADJ
ijassa-1252	68	21	events	event	NOUN
ijassa-1252	68	22	in	in	ADP
ijassa-1252	68	23	external	external	ADJ
ijassa-1252	68	24	environment	environment	NOUN
ijassa-1252	68	25	,	,	PUNCT
ijassa-1252	68	26	uncontrolled	uncontrolled	ADJ
ijassa-1252	68	27	and	and	CCONJ
ijassa-1252	68	28	unpredictable	unpredictable	ADJ
ijassa-1252	68	29	factors	factor	NOUN
ijassa-1252	68	30	described	describe	VERB
ijassa-1252	68	31	by	by	ADP
ijassa-1252	68	32	a	a	DET
ijassa-1252	68	33	random	random	ADJ
ijassa-1252	68	34	sequence	sequence	NOUN
ijassa-1252	68	35	.	.	PUNCT
ijassa-1252	69	1	we	we	PRON
ijassa-1252	69	2	call	call	VERB
ijassa-1252	69	3	significant	significant	ADJ
ijassa-1252	69	4	events	event	NOUN
ijassa-1252	69	5	(	(	PUNCT
ijassa-1252	69	6	inf	inf	NOUN
ijassa-1252	69	7	)	)	PUNCT
ijassa-1252	69	8	events	event	NOUN
ijassa-1252	69	9	that	that	PRON
ijassa-1252	69	10	can	can	AUX
ijassa-1252	69	11	lead	lead	VERB
ijassa-1252	69	12	to	to	ADP
ijassa-1252	69	13	changes	change	NOUN
ijassa-1252	69	14	in	in	ADP
ijassa-1252	69	15	the	the	DET
ijassa-1252	69	16	characteristics	characteristic	NOUN
ijassa-1252	69	17	of	of	ADP
ijassa-1252	69	18	the	the	DET
ijassa-1252	69	19	process	process	NOUN
ijassa-1252	69	20	:	:	PUNCT
ijassa-1252	69	21	disruption	disruption	NOUN
ijassa-1252	69	22	of	of	ADP
ijassa-1252	69	23	relationships	relationship	NOUN
ijassa-1252	69	24	,	,	PUNCT
ijassa-1252	69	25	gradual	gradual	ADJ
ijassa-1252	69	26	or	or	CCONJ
ijassa-1252	69	27	abrupt	abrupt	ADJ
ijassa-1252	69	28	changes	change	NOUN
ijassa-1252	69	29	in	in	ADP
ijassa-1252	69	30	trends	trend	NOUN
ijassa-1252	69	31	,	,	PUNCT
ijassa-1252	69	32	increase	increase	VERB
ijassa-1252	69	33	or	or	CCONJ
ijassa-1252	69	34	decrease	decrease	VERB
ijassa-1252	69	35	in	in	ADP
ijassa-1252	69	36	volatility	volatility	NOUN
ijassa-1252	69	37	.	.	PUNCT
ijassa-1252	70	1	required	require	VERB
ijassa-1252	70	2	to	to	PART
ijassa-1252	70	3	build	build	VERB
ijassa-1252	70	4	:	:	PUNCT
ijassa-1252	70	5	a	a	X
ijassa-1252	70	6	)	)	PUNCT
ijassa-1252	70	7	an	an	DET
ijassa-1252	70	8	algorithm	algorithm	NOUN
ijassa-1252	70	9	for	for	ADP
ijassa-1252	70	10	monthly	monthly	ADJ
ijassa-1252	70	11	forecasting	forecasting	NOUN
ijassa-1252	70	12	of	of	ADP
ijassa-1252	70	13	the	the	DET
ijassa-1252	70	14	target	target	NOUN
ijassa-1252	70	15	indicator	indicator	NOUN
ijassa-1252	70	16	1	1	NUM
ijassa-1252	70	17	2	2	NUM
ijassa-1252	70	18	{	{	PUNCT
ijassa-1252	70	19	,	,	PUNCT
ijassa-1252	70	20	,	,	PUNCT
ijassa-1252	70	21	...	...	PUNCT
ijassa-1252	70	22	,	,	PUNCT
ijassa-1252	70	23	,	,	PUNCT
ijassa-1252	70	24	...	...	PUNCT
ijassa-1252	70	25	}	}	PUNCT
ijassa-1252	70	26	ty	ty	INTJ
ijassa-1252	70	27	y	y	PROPN
ijassa-1252	70	28	y	y	PROPN
ijassa-1252	70	29	y	y	PROPN
ijassa-1252	70	30	for	for	ADP
ijassa-1252	70	31	the	the	DET
ijassa-1252	70	32	year	year	NOUN
ijassa-1252	70	33	ahead	ahead	ADV
ijassa-1252	70	34	;	;	PUNCT
ijassa-1252	70	35	b	b	X
ijassa-1252	70	36	)	)	PUNCT
ijassa-1252	70	37	a	a	DET
ijassa-1252	70	38	monitoring	monitoring	NOUN
ijassa-1252	70	39	system	system	NOUN
ijassa-1252	70	40	that	that	PRON
ijassa-1252	70	41	includes	include	VERB
ijassa-1252	70	42	digital	digital	ADJ
ijassa-1252	70	43	monitoring	monitoring	NOUN
ijassa-1252	70	44	of	of	ADP
ijassa-1252	70	45	price	price	NOUN
ijassa-1252	70	46	time	time	NOUN
ijassa-1252	70	47	series	series	NOUN
ijassa-1252	70	48	and	and	CCONJ
ijassa-1252	70	49	situation	situation	NOUN
ijassa-1252	70	50	monitoring	monitor	VERB
ijassa-1252	70	51	to	to	PART
ijassa-1252	70	52	detect	detect	VERB
ijassa-1252	70	53	events	event	NOUN
ijassa-1252	70	54	and	and	CCONJ
ijassa-1252	70	55	system	system	NOUN
ijassa-1252	70	56	-	-	PUNCT
ijassa-1252	70	57	forming	form	VERB
ijassa-1252	70	58	factors	factor	NOUN
ijassa-1252	70	59	that	that	PRON
ijassa-1252	70	60	change	change	VERB
ijassa-1252	70	61	the	the	DET
ijassa-1252	70	62	dynamics	dynamic	NOUN
ijassa-1252	70	63	of	of	ADP
ijassa-1252	70	64	processes	process	NOUN
ijassa-1252	70	65	;	;	PUNCT
ijassa-1252	70	66	c	c	X
ijassa-1252	70	67	)	)	PUNCT
ijassa-1252	70	68	an	an	DET
ijassa-1252	70	69	algorithm	algorithm	NOUN
ijassa-1252	70	70	for	for	ADP
ijassa-1252	70	71	correcting	correct	VERB
ijassa-1252	70	72	the	the	DET
ijassa-1252	70	73	forecast	forecast	NOUN
ijassa-1252	70	74	of	of	ADP
ijassa-1252	70	75	the	the	DET
ijassa-1252	70	76	indicator	indicator	NOUN
ijassa-1252	70	77	1	1	NUM
ijassa-1252	70	78	2	2	NUM
ijassa-1252	70	79	{	{	PUNCT
ijassa-1252	70	80	,	,	PUNCT
ijassa-1252	70	81	,	,	PUNCT
ijassa-1252	70	82	...	...	PUNCT
ijassa-1252	70	83	,	,	PUNCT
ijassa-1252	70	84	,	,	PUNCT
ijassa-1252	70	85	...	...	PUNCT
ijassa-1252	70	86	}	}	PUNCT
ijassa-1252	70	87	ty	ty	INTJ
ijassa-1252	70	88	y	y	NOUN
ijassa-1252	70	89	y	y	PROPN
ijassa-1252	70	90	y	y	PROPN
ijassa-1252	70	91	on	on	ADP
ijassa-1252	70	92	the	the	DET
ijassa-1252	70	93	forecasting	forecasting	NOUN
ijassa-1252	70	94	horizon	horizon	NOUN
ijassa-1252	70	95	based	base	VERB
ijassa-1252	70	96	on	on	ADP
ijassa-1252	70	97	monitoring	monitor	VERB
ijassa-1252	70	98	signals	signal	NOUN
ijassa-1252	70	99	.	.	PUNCT
ijassa-1252	71	1	d	d	X
ijassa-1252	71	2	)	)	PUNCT
ijassa-1252	71	3	assessing	assess	VERB
ijassa-1252	71	4	the	the	DET
ijassa-1252	71	5	quality	quality	NOUN
ijassa-1252	71	6	of	of	ADP
ijassa-1252	71	7	the	the	DET
ijassa-1252	71	8	forecast	forecast	NOUN
ijassa-1252	71	9	obtained	obtain	VERB
ijassa-1252	71	10	,	,	PUNCT
ijassa-1252	71	11	built	build	VERB
ijassa-1252	71	12	according	accord	VERB
ijassa-1252	71	13	to	to	ADP
ijassa-1252	71	14	algorithms	algorithms	NOUN
ijassa-1252	71	15	(	(	PUNCT
ijassa-1252	71	16	a)-(c	a)-(c	NOUN
ijassa-1252	71	17	)	)	PUNCT
ijassa-1252	71	18	.	.	PUNCT
ijassa-1252	72	1	.2.1	.2.1	NOUN
ijassa-1252	72	2	.	.	PUNCT
ijassa-1252	73	1	general	general	ADJ
ijassa-1252	73	2	principle	principle	NOUN
ijassa-1252	73	3	of	of	ADP
ijassa-1252	73	4	the	the	DET
ijassa-1252	73	5	solution	solution	NOUN
ijassa-1252	73	6	we	we	PRON
ijassa-1252	73	7	divide	divide	VERB
ijassa-1252	73	8	the	the	DET
ijassa-1252	73	9	problem	problem	NOUN
ijassa-1252	73	10	of	of	ADP
ijassa-1252	73	11	constructing	construct	VERB
ijassa-1252	73	12	a	a	DET
ijassa-1252	73	13	monthly	monthly	ADJ
ijassa-1252	73	14	forecast	forecast	NOUN
ijassa-1252	73	15	of	of	ADP
ijassa-1252	73	16	the	the	DET
ijassa-1252	73	17	values	value	NOUN
ijassa-1252	73	18	of	of	ADP
ijassa-1252	73	19	the	the	DET
ijassa-1252	73	20	target	target	NOUN
ijassa-1252	73	21	indicator	indicator	NOUN
ijassa-1252	73	22	for	for	ADP
ijassa-1252	73	23	the	the	DET
ijassa-1252	73	24	year	year	NOUN
ijassa-1252	73	25	ahead	ahead	ADV
ijassa-1252	73	26	into	into	ADP
ijassa-1252	73	27	two	two	NUM
ijassa-1252	73	28	stages	stage	NOUN
ijassa-1252	73	29	.	.	PUNCT
ijassa-1252	74	1	stage	stage	NOUN
ijassa-1252	74	2	1	1	NUM
ijassa-1252	74	3	is	be	AUX
ijassa-1252	74	4	a	a	DET
ijassa-1252	74	5	building	building	NOUN
ijassa-1252	74	6	a	a	DET
ijassa-1252	74	7	forecast	forecast	NOUN
ijassa-1252	74	8	for	for	ADP
ijassa-1252	74	9	the	the	DET
ijassa-1252	74	10	year	year	NOUN
ijassa-1252	74	11	ahead	ahead	ADV
ijassa-1252	74	12	(	(	PUNCT
ijassa-1252	74	13	performed	perform	VERB
ijassa-1252	74	14	before	before	ADP
ijassa-1252	74	15	the	the	DET
ijassa-1252	74	16	start	start	NOUN
ijassa-1252	74	17	of	of	ADP
ijassa-1252	74	18	the	the	DET
ijassa-1252	74	19	forecast	forecast	NOUN
ijassa-1252	74	20	period	period	NOUN
ijassa-1252	74	21	)	)	PUNCT
ijassa-1252	74	22	;	;	PUNCT
ijassa-1252	74	23	stage	stage	NOUN
ijassa-1252	74	24	2	2	NUM
ijassa-1252	74	25	is	be	AUX
ijassa-1252	74	26	a	a	DET
ijassa-1252	74	27	correction	correction	NOUN
ijassa-1252	74	28	of	of	ADP
ijassa-1252	74	29	the	the	DET
ijassa-1252	74	30	forecast	forecast	NOUN
ijassa-1252	74	31	on	on	ADP
ijassa-1252	74	32	the	the	DET
ijassa-1252	74	33	forecasting	forecasting	NOUN
ijassa-1252	74	34	horizon	horizon	NOUN
ijassa-1252	74	35	based	base	VERB
ijassa-1252	74	36	on	on	ADP
ijassa-1252	74	37	situation	situation	NOUN
ijassa-1252	74	38	and	and	CCONJ
ijassa-1252	74	39	digital	digital	ADJ
ijassa-1252	74	40	monitoring	monitoring	NOUN
ijassa-1252	74	41	signals	signal	NOUN
ijassa-1252	74	42	.	.	PUNCT
ijassa-1252	75	1	to	to	PART
ijassa-1252	75	2	assess	assess	VERB
ijassa-1252	75	3	the	the	DET
ijassa-1252	75	4	state	state	NOUN
ijassa-1252	75	5	of	of	ADP
ijassa-1252	75	6	the	the	DET
ijassa-1252	75	7	external	external	ADJ
ijassa-1252	75	8	environment	environment	NOUN
ijassa-1252	75	9	and	and	CCONJ
ijassa-1252	75	10	the	the	DET
ijassa-1252	75	11	strength	strength	NOUN
ijassa-1252	75	12	of	of	ADP
ijassa-1252	75	13	the	the	DET
ijassa-1252	75	14	influence	influence	NOUN
ijassa-1252	75	15	of	of	ADP
ijassa-1252	75	16	the	the	DET
ijassa-1252	75	17	factors	factor	NOUN
ijassa-1252	75	18	that	that	PRON
ijassa-1252	75	19	may	may	AUX
ijassa-1252	75	20	change	change	VERB
ijassa-1252	75	21	the	the	DET
ijassa-1252	75	22	values	value	NOUN
ijassa-1252	75	23	of	of	ADP
ijassa-1252	75	24	the	the	DET
ijassa-1252	75	25	forecasted	forecast	VERB
ijassa-1252	75	26	target	target	NOUN
ijassa-1252	75	27	indicator	indicator	NOUN
ijassa-1252	75	28	we	we	PRON
ijassa-1252	75	29	build	build	VERB
ijassa-1252	75	30	a	a	DET
ijassa-1252	75	31	formalized	formalized	ADJ
ijassa-1252	75	32	description	description	NOUN
ijassa-1252	75	33	of	of	ADP
ijassa-1252	75	34	the	the	DET
ijassa-1252	75	35	current	current	ADJ
ijassa-1252	75	36	situation	situation	NOUN
ijassa-1252	75	37	in	in	ADP
ijassa-1252	75	38	the	the	DET
ijassa-1252	75	39	form	form	NOUN
ijassa-1252	75	40	of	of	ADP
ijassa-1252	75	41	the	the	DET
ijassa-1252	75	42	fcm	fcm	X
ijassa-1252	75	43	.	.	PUNCT
ijassa-1252	76	1	to	to	PART
ijassa-1252	76	2	receive	receive	VERB
ijassa-1252	76	3	information	information	NOUN
ijassa-1252	76	4	about	about	ADP
ijassa-1252	76	5	the	the	DET
ijassa-1252	76	6	effects	effect	NOUN
ijassa-1252	76	7	of	of	ADP
ijassa-1252	76	8	changes	change	NOUN
ijassa-1252	76	9	in	in	ADP
ijassa-1252	76	10	the	the	DET
ijassa-1252	76	11	external	external	ADJ
ijassa-1252	76	12	environment	environment	NOUN
ijassa-1252	76	13	that	that	PRON
ijassa-1252	76	14	are	be	AUX
ijassa-1252	76	15	not	not	PART
ijassa-1252	76	16	present	present	ADJ
ijassa-1252	76	17	in	in	ADP
ijassa-1252	76	18	the	the	DET
ijassa-1252	76	19	time	time	NOUN
ijassa-1252	76	20	-	-	PUNCT
ijassa-1252	76	21	series	series	NOUN
ijassa-1252	76	22	at	at	ADP
ijassa-1252	76	23	this	this	DET
ijassa-1252	76	24	moment	moment	NOUN
ijassa-1252	76	25	we	we	PRON
ijassa-1252	76	26	use	use	VERB
ijassa-1252	76	27	situation	situation	NOUN
ijassa-1252	76	28	monitoring	monitoring	NOUN
ijassa-1252	76	29	,	,	PUNCT
ijassa-1252	76	30	according	accord	VERB
ijassa-1252	76	31	to	to	ADP
ijassa-1252	76	32	the	the	DET
ijassa-1252	76	33	results	result	NOUN
ijassa-1252	76	34	of	of	ADP
ijassa-1252	76	35	which	which	PRON
ijassa-1252	76	36	the	the	DET
ijassa-1252	76	37	fcm	fcm	NOUN
ijassa-1252	76	38	generates	generate	VERB
ijassa-1252	76	39	signals	signal	NOUN
ijassa-1252	76	40	about	about	ADP
ijassa-1252	76	41	possible	possible	ADJ
ijassa-1252	76	42	changes	change	NOUN
ijassa-1252	76	43	in	in	ADP
ijassa-1252	76	44	the	the	DET
ijassa-1252	76	45	dynamics	dynamic	NOUN
ijassa-1252	76	46	of	of	ADP
ijassa-1252	76	47	the	the	DET
ijassa-1252	76	48	forecasting	forecasting	NOUN
ijassa-1252	76	49	target	target	NOUN
ijassa-1252	76	50	indicator	indicator	NOUN
ijassa-1252	76	51	.	.	PUNCT
ijassa-1252	77	1	to	to	PART
ijassa-1252	77	2	detect	detect	VERB
ijassa-1252	77	3	changes	change	NOUN
ijassa-1252	77	4	(	(	PUNCT
ijassa-1252	77	5	structural	structural	ADJ
ijassa-1252	77	6	shifts	shift	NOUN
ijassa-1252	77	7	)	)	PUNCT
ijassa-1252	77	8	in	in	ADP
ijassa-1252	77	9	the	the	DET
ijassa-1252	77	10	processes	process	NOUN
ijassa-1252	77	11	and	and	CCONJ
ijassa-1252	77	12	determine	determine	VERB
ijassa-1252	77	13	the	the	DET
ijassa-1252	77	14	type	type	NOUN
ijassa-1252	77	15	of	of	ADP
ijassa-1252	77	16	these	these	DET
ijassa-1252	77	17	changes	change	NOUN
ijassa-1252	77	18	(	(	PUNCT
ijassa-1252	77	19	trend	trend	NOUN
ijassa-1252	77	20	change	change	NOUN
ijassa-1252	77	21	,	,	PUNCT
ijassa-1252	77	22	volatility	volatility	NOUN
ijassa-1252	77	23	,	,	PUNCT
ijassa-1252	77	24	type	type	NOUN
ijassa-1252	77	25	of	of	ADP
ijassa-1252	77	26	process	process	NOUN
ijassa-1252	77	27	non	non	ADJ
ijassa-1252	77	28	-	-	NOUN
ijassa-1252	77	29	stationarity	stationarity	NOUN
ijassa-1252	77	30	)	)	PUNCT
ijassa-1252	77	31	we	we	PRON
ijassa-1252	77	32	perform	perform	VERB
ijassa-1252	77	33	digital	digital	ADJ
ijassa-1252	77	34	monitoring	monitoring	NOUN
ijassa-1252	77	35	.	.	PUNCT
ijassa-1252	78	1	figure	figure	NOUN
ijassa-1252	78	2	1	1	NUM
ijassa-1252	78	3	shows	show	VERB
ijassa-1252	78	4	a	a	DET
ijassa-1252	78	5	general	general	ADJ
ijassa-1252	78	6	scheme	scheme	NOUN
ijassa-1252	78	7	of	of	ADP
ijassa-1252	78	8	the	the	DET
ijassa-1252	78	9	forecasting	forecasting	NOUN
ijassa-1252	78	10	process	process	NOUN
ijassa-1252	78	11	.	.	PUNCT
ijassa-1252	79	1	stage	stage	NOUN
ijassa-1252	79	2	1	1	NUM
ijassa-1252	79	3	consists	consist	VERB
ijassa-1252	79	4	of	of	ADP
ijassa-1252	79	5	three	three	NUM
ijassa-1252	79	6	steps	step	NOUN
ijassa-1252	79	7	.	.	PUNCT
ijassa-1252	80	1	step	step	NOUN
ijassa-1252	80	2	1.1	1.1	NUM
ijassa-1252	80	3	.	.	PUNCT
ijassa-1252	81	1	based	base	VERB
ijassa-1252	81	2	on	on	ADP
ijassa-1252	81	3	the	the	DET
ijassa-1252	81	4	constructed	construct	VERB
ijassa-1252	81	5	description	description	NOUN
ijassa-1252	81	6	of	of	ADP
ijassa-1252	81	7	the	the	DET
ijassa-1252	81	8	situation	situation	NOUN
ijassa-1252	81	9	in	in	ADP
ijassa-1252	81	10	the	the	DET
ijassa-1252	81	11	form	form	NOUN
ijassa-1252	81	12	of	of	ADP
ijassa-1252	81	13	fcm	fcm	PROPN
ijassa-1252	81	14	we	we	PRON
ijassa-1252	81	15	form	form	VERB
ijassa-1252	81	16	groups	group	NOUN
ijassa-1252	81	17	of	of	ADP
ijassa-1252	81	18	system	system	NOUN
ijassa-1252	81	19	-	-	PUNCT
ijassa-1252	81	20	forming	form	VERB
ijassa-1252	81	21	factors	factor	NOUN
ijassa-1252	81	22	(	(	PUNCT
ijassa-1252	81	23	sf	sf	NOUN
ijassa-1252	81	24	-	-	PUNCT
ijassa-1252	81	25	groups	group	NOUN
ijassa-1252	81	26	)	)	PUNCT
ijassa-1252	81	27	that	that	PRON
ijassa-1252	81	28	have	have	VERB
ijassa-1252	81	29	a	a	DET
ijassa-1252	81	30	direct	direct	ADJ
ijassa-1252	81	31	or	or	CCONJ
ijassa-1252	81	32	indirect	indirect	ADJ
ijassa-1252	81	33	impact	impact	NOUN
ijassa-1252	81	34	on	on	ADP
ijassa-1252	81	35	the	the	DET
ijassa-1252	81	36	forecasted	forecast	VERB
ijassa-1252	81	37	target	target	NOUN
ijassa-1252	81	38	indicator	indicator	NOUN
ijassa-1252	81	39	.	.	PUNCT
ijassa-1252	82	1	the	the	DET
ijassa-1252	82	2	basis	basis	NOUN
ijassa-1252	82	3	of	of	ADP
ijassa-1252	82	4	fcm	fcm	PROPN
ijassa-1252	82	5	is	be	AUX
ijassa-1252	82	6	a	a	DET
ijassa-1252	82	7	graph	graph	NOUN
ijassa-1252	82	8	,	,	PUNCT
ijassa-1252	82	9	the	the	DET
ijassa-1252	82	10	vertices	vertex	NOUN
ijassa-1252	82	11	of	of	ADP
ijassa-1252	82	12	which	which	PRON
ijassa-1252	82	13	represent	represent	VERB
ijassa-1252	82	14	the	the	DET
ijassa-1252	82	15	factors	factor	NOUN
ijassa-1252	82	16	of	of	ADP
ijassa-1252	82	17	the	the	DET
ijassa-1252	82	18	situation	situation	NOUN
ijassa-1252	82	19	under	under	ADP
ijassa-1252	82	20	study	study	NOUN
ijassa-1252	82	21	;	;	PUNCT
ijassa-1252	82	22	the	the	DET
ijassa-1252	82	23	edges	edge	NOUN
ijassa-1252	82	24	are	be	AUX
ijassa-1252	82	25	the	the	DET
ijassa-1252	82	26	direct	direct	ADJ
ijassa-1252	82	27	causal	causal	ADJ
ijassa-1252	82	28	effects	effect	NOUN
ijassa-1252	82	29	of	of	ADP
ijassa-1252	82	30	some	some	DET
ijassa-1252	82	31	factors	factor	NOUN
ijassa-1252	82	32	on	on	ADP
ijassa-1252	82	33	others	other	NOUN
ijassa-1252	82	34	;	;	PUNCT
ijassa-1252	82	35	any	any	DET
ijassa-1252	82	36	factor	factor	NOUN
ijassa-1252	82	37	with	with	ADP
ijassa-1252	82	38	all	all	DET
ijassa-1252	82	39	the	the	DET
ijassa-1252	82	40	factors	factor	NOUN
ijassa-1252	82	41	of	of	ADP
ijassa-1252	82	42	influence	influence	NOUN
ijassa-1252	82	43	on	on	ADP
ijassa-1252	82	44	them	they	PRON
ijassa-1252	82	45	forms	form	VERB
ijassa-1252	82	46	a	a	DET
ijassa-1252	82	47	node	node	NOUN
ijassa-1252	82	48	of	of	ADP
ijassa-1252	82	49	fcm	fcm	PROPN
ijassa-1252	82	50	.	.	PUNCT
ijassa-1252	83	1	the	the	DET
ijassa-1252	83	2	constructed	construct	VERB
ijassa-1252	83	3	fcm	fcm	X
ijassa-1252	83	4	allows	allow	VERB
ijassa-1252	83	5	you	you	PRON
ijassa-1252	83	6	to	to	PART
ijassa-1252	83	7	formalize	formalize	VERB
ijassa-1252	83	8	the	the	DET
ijassa-1252	83	9	process	process	NOUN
ijassa-1252	83	10	of	of	ADP
ijassa-1252	83	11	transferring	transfer	VERB
ijassa-1252	83	12	expert	expert	ADJ
ijassa-1252	83	13	information	information	NOUN
ijassa-1252	83	14	to	to	ADP
ijassa-1252	83	15	the	the	DET
ijassa-1252	83	16	prediction	prediction	NOUN
ijassa-1252	83	17	algorithm	algorithm	NOUN
ijassa-1252	83	18	(	(	PUNCT
ijassa-1252	83	19	figure	figure	NOUN
ijassa-1252	83	20	1	1	NUM
ijassa-1252	83	21	)	)	PUNCT
ijassa-1252	83	22	.	.	PUNCT
ijassa-1252	84	1	130	130	NUM
ijassa-1252	84	2	z.k	z.k	PROPN
ijassa-1252	84	3	.	.	PUNCT
ijassa-1252	85	1	avdeeva	avdeeva	PROPN
ijassa-1252	85	2	,	,	PUNCT
ijassa-1252	85	3	e.a	e.a	PROPN
ijassa-1252	85	4	.	.	PROPN
ijassa-1252	85	5	grebenuyk	grebenuyk	PROPN
ijassa-1252	85	6	,	,	PUNCT
ijassa-1252	86	1	s.v	s.v	PROPN
ijassa-1252	86	2	.	.	PROPN
ijassa-1252	86	3	kovriga	kovriga	PROPN
ijassa-1252	86	4	copyright	copyright	NOUN
ijassa-1252	86	5	©	©	PROPN
ijassa-1252	86	6	2022	2022	NUM
ijassa-1252	86	7	assa	assa	PROPN
ijassa-1252	86	8	adv	adv	PROPN
ijassa-1252	86	9	.	.	PUNCT
ijassa-1252	87	1	in	in	ADP
ijassa-1252	87	2	systems	system	NOUN
ijassa-1252	87	3	science	science	NOUN
ijassa-1252	87	4	and	and	CCONJ
ijassa-1252	87	5	appl	appl	NOUN
ijassa-1252	87	6	.	.	PUNCT
ijassa-1252	88	1	(	(	PUNCT
ijassa-1252	88	2	2022	2022	NUM
ijassa-1252	88	3	)	)	PUNCT
ijassa-1252	88	4	situation	situation	NOUN
ijassa-1252	88	5	monitoring	monitor	VERB
ijassa-1252	88	6	mode	mode	NOUN
ijassa-1252	88	7	digital	digital	ADJ
ijassa-1252	88	8	monitoring	monitoring	NOUN
ijassa-1252	88	9	mode	mode	NOUN
ijassa-1252	88	10	defining	define	VERB
ijassa-1252	88	11	infosearch	infosearch	NOUN
ijassa-1252	88	12	parameters	parameter	NOUN
ijassa-1252	88	13	forecast	forecast	PROPN
ijassa-1252	88	14	correction	correction	PROPN
ijassa-1252	88	15	quantitative	quantitative	ADJ
ijassa-1252	88	16	database	database	NOUN
ijassa-1252	88	17	2.1	2.1	NUM
ijassa-1252	88	18	expert	expert	NOUN
ijassa-1252	88	19	knowledge	knowledge	NOUN
ijassa-1252	88	20	building	building	NOUN
ijassa-1252	88	21	ensembles	ensemble	NOUN
ijassa-1252	88	22	of	of	ADP
ijassa-1252	88	23	predictive	predictive	ADJ
ijassa-1252	88	24	models	model	NOUN
ijassa-1252	88	25	1.2construction	1.2construction	NUM
ijassa-1252	88	26	and	and	CCONJ
ijassa-1252	88	27	correction	correction	NOUN
ijassa-1252	88	28	of	of	ADP
ijassa-1252	88	29	fcm	fcm	PROPN
ijassa-1252	88	30	.	.	PUNCT
ijassa-1252	89	1	estimation	estimation	NOUN
ijassa-1252	89	2	of	of	ADP
ijassa-1252	89	3	the	the	DET
ijassa-1252	89	4	significance	significance	NOUN
ijassa-1252	89	5	sf	sf	PROPN
ijassa-1252	89	6	-	-	PUNCT
ijassa-1252	89	7	gropus	gropus	NOUN
ijassa-1252	89	8	1.1	1.1	NUM
ijassa-1252	89	9	formation	formation	NOUN
ijassa-1252	89	10	of	of	ADP
ijassa-1252	89	11	the	the	DET
ijassa-1252	89	12	combined	combine	VERB
ijassa-1252	89	13	forecast	forecast	NOUN
ijassa-1252	89	14	1.3	1.3	NUM
ijassa-1252	89	15	2.4	2.4	NUM
ijassa-1252	89	16	identification	identification	NOUN
ijassa-1252	89	17	and	and	CCONJ
ijassa-1252	89	18	estimation	estimation	NOUN
ijassa-1252	89	19	of	of	ADP
ijassa-1252	89	20	system	system	NOUN
ijassa-1252	89	21	-	-	PUNCT
ijassa-1252	89	22	forming	form	VERB
ijassa-1252	89	23	factors	factor	NOUN
ijassa-1252	89	24	associated	associate	VERB
ijassa-1252	89	25	with	with	ADP
ijassa-1252	89	26	significant	significant	ADJ
ijassa-1252	89	27	info	info	NOUN
ijassa-1252	89	28	-	-	PUNCT
ijassa-1252	89	29	occasions	occasion	NOUN
ijassa-1252	89	30	2.2	2.2	NUM
ijassa-1252	89	31	current	current	ADJ
ijassa-1252	89	32	observations	observation	NOUN
ijassa-1252	89	33	fcm	fcm	VERB
ijassa-1252	89	34	of	of	ADP
ijassa-1252	89	35	situation	situation	NOUN
ijassa-1252	89	36	qualitative	qualitative	NOUN
ijassa-1252	89	37	database	database	NOUN
ijassa-1252	89	38	of	of	ADP
ijassa-1252	89	39	commodity	commodity	NOUN
ijassa-1252	89	40	markets	market	NOUN
ijassa-1252	89	41	,	,	PUNCT
ijassa-1252	89	42	etc	etc	X
ijassa-1252	89	43	;	;	PUNCT
ijassa-1252	89	44	significant	significant	ADJ
ijassa-1252	89	45	events	event	NOUN
ijassa-1252	89	46	data	datum	NOUN
ijassa-1252	89	47	from	from	ADP
ijassa-1252	89	48	heterogeneous	heterogeneous	ADJ
ijassa-1252	89	49	sources	source	NOUN
ijassa-1252	89	50	of	of	ADP
ijassa-1252	89	51	information	information	NOUN
ijassa-1252	89	52	detection	detection	NOUN
ijassa-1252	89	53	and	and	CCONJ
ijassa-1252	89	54	identification	identification	NOUN
ijassa-1252	89	55	of	of	ADP
ijassa-1252	89	56	the	the	DET
ijassa-1252	89	57	structural	structural	ADJ
ijassa-1252	89	58	shift	shift	NOUN
ijassa-1252	89	59	types	type	NOUN
ijassa-1252	89	60	2.3	2.3	NUM
ijassa-1252	89	61	fig	fig	NOUN
ijassa-1252	89	62	.	.	PUNCT
ijassa-1252	90	1	1	1	X
ijassa-1252	90	2	.	.	X
ijassa-1252	90	3	general	general	ADJ
ijassa-1252	90	4	scheme	scheme	NOUN
ijassa-1252	90	5	of	of	ADP
ijassa-1252	90	6	the	the	DET
ijassa-1252	90	7	forecasting	forecasting	NOUN
ijassa-1252	90	8	process	process	NOUN
ijassa-1252	90	9	each	each	PRON
ijassa-1252	90	10	of	of	ADP
ijassa-1252	90	11	the	the	DET
ijassa-1252	90	12	sf	sf	NOUN
ijassa-1252	90	13	-	-	PUNCT
ijassa-1252	90	14	groups	group	NOUN
ijassa-1252	90	15	describes	describe	VERB
ijassa-1252	90	16	one	one	NUM
ijassa-1252	90	17	aspect	aspect	NOUN
ijassa-1252	90	18	of	of	ADP
ijassa-1252	90	19	the	the	DET
ijassa-1252	90	20	situation	situation	NOUN
ijassa-1252	90	21	under	under	ADP
ijassa-1252	90	22	study	study	NOUN
ijassa-1252	90	23	(	(	PUNCT
ijassa-1252	90	24	production	production	NOUN
ijassa-1252	90	25	factors	factor	NOUN
ijassa-1252	90	26	related	relate	VERB
ijassa-1252	90	27	to	to	ADP
ijassa-1252	90	28	the	the	DET
ijassa-1252	90	29	predicted	predict	VERB
ijassa-1252	90	30	indicator	indicator	NOUN
ijassa-1252	90	31	,	,	PUNCT
ijassa-1252	90	32	market	market	NOUN
ijassa-1252	90	33	factors	factor	NOUN
ijassa-1252	90	34	of	of	ADP
ijassa-1252	90	35	the	the	DET
ijassa-1252	90	36	business	business	NOUN
ijassa-1252	90	37	environment	environment	NOUN
ijassa-1252	90	38	related	relate	VERB
ijassa-1252	90	39	to	to	ADP
ijassa-1252	90	40	supply	supply	NOUN
ijassa-1252	90	41	and	and	CCONJ
ijassa-1252	90	42	demand	demand	NOUN
ijassa-1252	90	43	in	in	ADP
ijassa-1252	90	44	commodity	commodity	NOUN
ijassa-1252	90	45	markets	market	NOUN
ijassa-1252	90	46	,	,	PUNCT
ijassa-1252	90	47	macro	macro	ADJ
ijassa-1252	90	48	-	-	NOUN
ijassa-1252	90	49	environment	environment	ADJ
ijassa-1252	90	50	factors	factor	NOUN
ijassa-1252	90	51	related	relate	VERB
ijassa-1252	90	52	to	to	ADP
ijassa-1252	90	53	financial	financial	ADJ
ijassa-1252	90	54	and	and	CCONJ
ijassa-1252	90	55	economic	economic	ADJ
ijassa-1252	90	56	indicators	indicator	NOUN
ijassa-1252	90	57	,	,	PUNCT
ijassa-1252	90	58	factors	factor	NOUN
ijassa-1252	90	59	of	of	ADP
ijassa-1252	90	60	influence	influence	NOUN
ijassa-1252	90	61	of	of	ADP
ijassa-1252	90	62	state	state	NOUN
ijassa-1252	90	63	regulators	regulator	NOUN
ijassa-1252	90	64	,	,	PUNCT
ijassa-1252	90	65	etc	etc	X
ijassa-1252	90	66	.	.	X
ijassa-1252	90	67	)	)	PUNCT
ijassa-1252	90	68	.	.	PUNCT
ijassa-1252	91	1	separate	separate	ADJ
ijassa-1252	91	2	sf	sf	NOUN
ijassa-1252	91	3	-	-	PUNCT
ijassa-1252	91	4	groups	group	NOUN
ijassa-1252	91	5	correspond	correspond	VERB
ijassa-1252	91	6	to	to	ADP
ijassa-1252	91	7	time	time	NOUN
ijassa-1252	91	8	series	series	NOUN
ijassa-1252	91	9	of	of	ADP
ijassa-1252	91	10	the	the	DET
ijassa-1252	91	11	data	datum	NOUN
ijassa-1252	91	12	,	,	PUNCT
ijassa-1252	91	13	changes	change	NOUN
ijassa-1252	91	14	in	in	ADP
ijassa-1252	91	15	which	which	PRON
ijassa-1252	91	16	arise	arise	VERB
ijassa-1252	91	17	under	under	ADP
ijassa-1252	91	18	the	the	DET
ijassa-1252	91	19	influence	influence	NOUN
ijassa-1252	91	20	of	of	ADP
ijassa-1252	91	21	system	system	NOUN
ijassa-1252	91	22	-	-	PUNCT
ijassa-1252	91	23	forming	form	VERB
ijassa-1252	91	24	factors	factor	NOUN
ijassa-1252	91	25	of	of	ADP
ijassa-1252	91	26	the	the	DET
ijassa-1252	91	27	given	give	VERB
ijassa-1252	91	28	sf	sf	NOUN
ijassa-1252	91	29	-	-	PUNCT
ijassa-1252	91	30	group	group	NOUN
ijassa-1252	91	31	.	.	PUNCT
ijassa-1252	92	1	the	the	DET
ijassa-1252	92	2	formation	formation	NOUN
ijassa-1252	92	3	of	of	ADP
ijassa-1252	92	4	sf	sf	NOUN
ijassa-1252	92	5	-	-	PUNCT
ijassa-1252	92	6	groups	group	NOUN
ijassa-1252	92	7	is	be	AUX
ijassa-1252	92	8	aimed	aim	VERB
ijassa-1252	92	9	at	at	ADP
ijassa-1252	92	10	expanding	expand	VERB
ijassa-1252	92	11	the	the	DET
ijassa-1252	92	12	information	information	NOUN
ijassa-1252	92	13	space	space	NOUN
ijassa-1252	92	14	of	of	ADP
ijassa-1252	92	15	the	the	DET
ijassa-1252	92	16	search	search	NOUN
ijassa-1252	92	17	for	for	ADP
ijassa-1252	92	18	quantitative	quantitative	ADJ
ijassa-1252	92	19	data	datum	NOUN
ijassa-1252	92	20	to	to	PART
ijassa-1252	92	21	replenish	replenish	VERB
ijassa-1252	92	22	the	the	DET
ijassa-1252	92	23	quantitative	quantitative	ADJ
ijassa-1252	92	24	database	database	NOUN
ijassa-1252	92	25	and	and	CCONJ
ijassa-1252	92	26	its	its	PRON
ijassa-1252	92	27	structuring	structuring	NOUN
ijassa-1252	92	28	by	by	ADP
ijassa-1252	92	29	distributing	distribute	VERB
ijassa-1252	92	30	the	the	DET
ijassa-1252	92	31	series	series	NOUN
ijassa-1252	92	32	by	by	ADP
ijassa-1252	92	33	the	the	DET
ijassa-1252	92	34	formed	form	VERB
ijassa-1252	92	35	sfgroups	sfgroup	NOUN
ijassa-1252	92	36	.	.	PUNCT
ijassa-1252	93	1	we	we	PRON
ijassa-1252	93	2	calculate	calculate	VERB
ijassa-1252	93	3	the	the	DET
ijassa-1252	93	4	weights	weight	NOUN
ijassa-1252	93	5	of	of	ADP
ijassa-1252	93	6	sf	sf	NOUN
ijassa-1252	93	7	-	-	PUNCT
ijassa-1252	93	8	groups	group	NOUN
ijassa-1252	93	9	according	accord	VERB
ijassa-1252	93	10	to	to	ADP
ijassa-1252	93	11	the	the	DET
ijassa-1252	93	12	significance	significance	NOUN
ijassa-1252	93	13	of	of	ADP
ijassa-1252	93	14	their	their	PRON
ijassa-1252	93	15	influence	influence	NOUN
ijassa-1252	93	16	on	on	ADP
ijassa-1252	93	17	the	the	DET
ijassa-1252	93	18	target	target	NOUN
ijassa-1252	93	19	indicator	indicator	NOUN
ijassa-1252	93	20	and	and	CCONJ
ijassa-1252	93	21	pass	pass	VERB
ijassa-1252	93	22	them	they	PRON
ijassa-1252	93	23	to	to	PART
ijassa-1252	93	24	step	step	VERB
ijassa-1252	93	25	1.3	1.3	NUM
ijassa-1252	93	26	to	to	PART
ijassa-1252	93	27	calculate	calculate	VERB
ijassa-1252	93	28	the	the	DET
ijassa-1252	93	29	final	final	ADJ
ijassa-1252	93	30	forecast	forecast	NOUN
ijassa-1252	93	31	.	.	PUNCT
ijassa-1252	94	1	step	step	NOUN
ijassa-1252	94	2	1.2	1.2	NUM
ijassa-1252	94	3	.	.	PUNCT
ijassa-1252	95	1	to	to	PART
ijassa-1252	95	2	build	build	VERB
ijassa-1252	95	3	ensembles	ensemble	NOUN
ijassa-1252	95	4	of	of	ADP
ijassa-1252	95	5	forecast	forecast	NOUN
ijassa-1252	95	6	models	model	NOUN
ijassa-1252	95	7	we	we	PRON
ijassa-1252	95	8	use	use	VERB
ijassa-1252	95	9	monthly	monthly	ADJ
ijassa-1252	95	10	data	datum	NOUN
ijassa-1252	95	11	.	.	PUNCT
ijassa-1252	96	1	each	each	DET
ijassa-1252	96	2	model	model	NOUN
ijassa-1252	96	3	includes	include	VERB
ijassa-1252	96	4	a	a	DET
ijassa-1252	96	5	target	target	NOUN
ijassa-1252	96	6	indicator	indicator	NOUN
ijassa-1252	96	7	and	and	CCONJ
ijassa-1252	96	8	time	time	NOUN
ijassa-1252	96	9	series	series	NOUN
ijassa-1252	96	10	of	of	ADP
ijassa-1252	96	11	a	a	DET
ijassa-1252	96	12	certain	certain	ADJ
ijassa-1252	96	13	sf	sf	NOUN
ijassa-1252	96	14	-	-	PUNCT
ijassa-1252	96	15	group	group	NOUN
ijassa-1252	96	16	.	.	PUNCT
ijassa-1252	97	1	for	for	ADP
ijassa-1252	97	2	each	each	DET
ijassa-1252	97	3	sf	sf	NOUN
ijassa-1252	97	4	-	-	PUNCT
ijassa-1252	97	5	group	group	NOUN
ijassa-1252	97	6	for	for	ADP
ijassa-1252	97	7	which	which	PRON
ijassa-1252	97	8	the	the	DET
ijassa-1252	97	9	corresponding	corresponding	ADJ
ijassa-1252	97	10	time	time	NOUN
ijassa-1252	97	11	series	series	PROPN
ijassa-1252	97	12	are	be	AUX
ijassa-1252	97	13	in	in	ADP
ijassa-1252	97	14	the	the	DET
ijassa-1252	97	15	database	database	NOUN
ijassa-1252	97	16	,	,	PUNCT
ijassa-1252	97	17	we	we	PRON
ijassa-1252	97	18	compute	compute	VERB
ijassa-1252	97	19	a	a	DET
ijassa-1252	97	20	forecast	forecast	NOUN
ijassa-1252	97	21	on	on	ADP
ijassa-1252	97	22	the	the	DET
ijassa-1252	97	23	ensemble	ensemble	NOUN
ijassa-1252	97	24	of	of	ADP
ijassa-1252	97	25	models	model	NOUN
ijassa-1252	97	26	.	.	PUNCT
ijassa-1252	98	1	we	we	PRON
ijassa-1252	98	2	selected	select	VERB
ijassa-1252	98	3	only	only	ADV
ijassa-1252	98	4	those	those	DET
ijassa-1252	98	5	time	time	NOUN
ijassa-1252	98	6	series	series	NOUN
ijassa-1252	98	7	that	that	PRON
ijassa-1252	98	8	are	be	AUX
ijassa-1252	98	9	granger	granger	NOUN
ijassa-1252	98	10	-	-	PUNCT
ijassa-1252	98	11	causes	cause	VERB
ijassa-1252	98	12	y	y	PROPN
ijassa-1252	99	1	[	[	X
ijassa-1252	99	2	17	17	NUM
ijassa-1252	99	3	]	]	PUNCT
ijassa-1252	99	4	.	.	PUNCT
ijassa-1252	100	1	since	since	SCONJ
ijassa-1252	100	2	the	the	DET
ijassa-1252	100	3	series	series	NOUN
ijassa-1252	100	4	are	be	AUX
ijassa-1252	100	5	non	non	ADJ
ijassa-1252	100	6	-	-	ADJ
ijassa-1252	100	7	stationary	stationary	ADJ
ijassa-1252	100	8	,	,	PUNCT
ijassa-1252	100	9	integrated	integrate	VERB
ijassa-1252	100	10	of	of	ADP
ijassa-1252	100	11	the	the	DET
ijassa-1252	100	12	first	first	ADJ
ijassa-1252	100	13	order	order	NOUN
ijassa-1252	100	14	,	,	PUNCT
ijassa-1252	100	15	we	we	PRON
ijassa-1252	100	16	build	build	VERB
ijassa-1252	100	17	a	a	DET
ijassa-1252	100	18	model	model	NOUN
ijassa-1252	100	19	describing	describe	VERB
ijassa-1252	100	20	the	the	DET
ijassa-1252	100	21	target	target	NOUN
ijassa-1252	100	22	indicator	indicator	NOUN
ijassa-1252	100	23	using	use	VERB
ijassa-1252	100	24	the	the	DET
ijassa-1252	100	25	differences	difference	NOUN
ijassa-1252	100	26	of	of	ADP
ijassa-1252	100	27	the	the	DET
ijassa-1252	100	28	series	series	NOUN
ijassa-1252	100	29	.	.	PUNCT
ijassa-1252	101	1	if	if	SCONJ
ijassa-1252	101	2	there	there	PRON
ijassa-1252	101	3	is	be	VERB
ijassa-1252	101	4	cointegration	cointegration	NOUN
ijassa-1252	101	5	between	between	ADP
ijassa-1252	101	6	the	the	DET
ijassa-1252	101	7	series	series	NOUN
ijassa-1252	101	8	,	,	PUNCT
ijassa-1252	101	9	we	we	PRON
ijassa-1252	101	10	build	build	VERB
ijassa-1252	101	11	vec	vec	NOUN
ijassa-1252	101	12	models	model	NOUN
ijassa-1252	101	13	to	to	PART
ijassa-1252	101	14	trace	trace	VERB
ijassa-1252	101	15	the	the	DET
ijassa-1252	101	16	long	long	ADV
ijassa-1252	101	17	-	-	PUNCT
ijassa-1252	101	18	run	run	NOUN
ijassa-1252	101	19	dependencies	dependency	NOUN
ijassa-1252	101	20	.	.	PUNCT
ijassa-1252	102	1	step	step	NOUN
ijassa-1252	102	2	1.3	1.3	NUM
ijassa-1252	102	3	.	.	PUNCT
ijassa-1252	103	1	we	we	PRON
ijassa-1252	103	2	form	form	VERB
ijassa-1252	103	3	a	a	DET
ijassa-1252	103	4	combined	combine	VERB
ijassa-1252	103	5	forecast	forecast	NOUN
ijassa-1252	103	6	based	base	VERB
ijassa-1252	103	7	on	on	ADP
ijassa-1252	103	8	the	the	DET
ijassa-1252	103	9	forecasts	forecast	NOUN
ijassa-1252	103	10	obtained	obtain	VERB
ijassa-1252	103	11	in	in	ADP
ijassa-1252	103	12	step	step	NOUN
ijassa-1252	103	13	1.2	1.2	NUM
ijassa-1252	103	14	,	,	PUNCT
ijassa-1252	103	15	and	and	CCONJ
ijassa-1252	103	16	sf	sf	PROPN
ijassa-1252	103	17	-	-	PUNCT
ijassa-1252	103	18	group	group	NOUN
ijassa-1252	103	19	weights	weight	NOUN
ijassa-1252	103	20	calculated	calculate	VERB
ijassa-1252	103	21	in	in	ADP
ijassa-1252	103	22	step	step	NOUN
ijassa-1252	103	23	1.1	1.1	NUM
ijassa-1252	103	24	.	.	PUNCT
ijassa-1252	104	1	the	the	DET
ijassa-1252	104	2	proposed	propose	VERB
ijassa-1252	104	3	strategy	strategy	NOUN
ijassa-1252	104	4	allows	allow	VERB
ijassa-1252	104	5	us	we	PRON
ijassa-1252	104	6	to	to	PART
ijassa-1252	104	7	obtain	obtain	VERB
ijassa-1252	104	8	more	more	ADV
ijassa-1252	104	9	accurate	accurate	ADJ
ijassa-1252	104	10	forecasts	forecast	NOUN
ijassa-1252	104	11	[	[	X
ijassa-1252	104	12	16,22,32	16,22,32	NUM
ijassa-1252	104	13	]	]	X
ijassa-1252	104	14	.	.	PUNCT
ijassa-1252	105	1	stage	stage	NOUN
ijassa-1252	105	2	2	2	NUM
ijassa-1252	105	3	.	.	PUNCT
ijassa-1252	105	4	to	to	PART
ijassa-1252	105	5	account	account	VERB
ijassa-1252	105	6	for	for	ADP
ijassa-1252	105	7	the	the	DET
ijassa-1252	105	8	influence	influence	NOUN
ijassa-1252	105	9	on	on	ADP
ijassa-1252	105	10	the	the	DET
ijassa-1252	105	11	built	build	VERB
ijassa-1252	105	12	forecast	forecast	NOUN
ijassa-1252	105	13	of	of	ADP
ijassa-1252	105	14	environmental	environmental	ADJ
ijassa-1252	105	15	events	event	NOUN
ijassa-1252	105	16	on	on	ADP
ijassa-1252	105	17	the	the	DET
ijassa-1252	105	18	forecasting	forecasting	NOUN
ijassa-1252	105	19	horizon	horizon	NOUN
ijassa-1252	105	20	,	,	PUNCT
ijassa-1252	105	21	we	we	PRON
ijassa-1252	105	22	adjust	adjust	VERB
ijassa-1252	105	23	it	it	PRON
ijassa-1252	105	24	according	accord	VERB
ijassa-1252	105	25	to	to	ADP
ijassa-1252	105	26	the	the	DET
ijassa-1252	105	27	signals	signal	NOUN
ijassa-1252	105	28	received	receive	VERB
ijassa-1252	105	29	from	from	ADP
ijassa-1252	105	30	the	the	DET
ijassa-1252	105	31	results	result	NOUN
ijassa-1252	105	32	of	of	ADP
ijassa-1252	105	33	situation	situation	NOUN
ijassa-1252	105	34	and	and	CCONJ
ijassa-1252	105	35	digital	digital	ADJ
ijassa-1252	105	36	monitoring	monitoring	NOUN
ijassa-1252	105	37	.	.	PUNCT
ijassa-1252	106	1	the	the	DET
ijassa-1252	106	2	signals	signal	NOUN
ijassa-1252	106	3	of	of	ADP
ijassa-1252	106	4	actualization	actualization	NOUN
ijassa-1252	106	5	of	of	ADP
ijassa-1252	106	6	the	the	DET
ijassa-1252	106	7	forecast	forecast	NOUN
ijassa-1252	106	8	correction	correction	NOUN
ijassa-1252	106	9	process	process	NOUN
ijassa-1252	106	10	in	in	ADP
ijassa-1252	106	11	the	the	DET
ijassa-1252	106	12	mode	mode	NOUN
ijassa-1252	106	13	of	of	ADP
ijassa-1252	106	14	current	current	ADJ
ijassa-1252	106	15	observations	observation	NOUN
ijassa-1252	106	16	are	be	AUX
ijassa-1252	106	17	of	of	ADP
ijassa-1252	106	18	different	different	ADJ
ijassa-1252	106	19	nature	nature	NOUN
ijassa-1252	106	20	:	:	PUNCT
ijassa-1252	106	21	raw	raw	ADJ
ijassa-1252	106	22	material	material	NOUN
ijassa-1252	106	23	price	price	NOUN
ijassa-1252	106	24	forecasting	forecasting	NOUN
ijassa-1252	106	25	on	on	ADP
ijassa-1252	106	26	commodity	commodity	NOUN
ijassa-1252	106	27	markets	market	NOUN
ijassa-1252	106	28	131	131	NUM
ijassa-1252	106	29	copyright	copyright	NOUN
ijassa-1252	106	30	©	©	PROPN
ijassa-1252	106	31	2022	2022	NUM
ijassa-1252	106	32	assa	assa	NOUN
ijassa-1252	106	33	.	.	PUNCT
ijassa-1252	107	1	adv	adv	PROPN
ijassa-1252	107	2	.	.	PUNCT
ijassa-1252	108	1	in	in	ADP
ijassa-1252	108	2	systems	system	NOUN
ijassa-1252	108	3	science	science	NOUN
ijassa-1252	108	4	and	and	CCONJ
ijassa-1252	108	5	appl	appl	NOUN
ijassa-1252	108	6	.	.	PUNCT
ijassa-1252	109	1	(	(	PUNCT
ijassa-1252	109	2	2022	2022	NUM
ijassa-1252	109	3	)	)	PUNCT
ijassa-1252	109	4			NOUN
ijassa-1252	109	5	signals	signal	NOUN
ijassa-1252	109	6	triggered	trigger	VERB
ijassa-1252	109	7	by	by	ADP
ijassa-1252	109	8	significant	significant	ADJ
ijassa-1252	109	9	events	event	NOUN
ijassa-1252	109	10	in	in	ADP
ijassa-1252	109	11	the	the	DET
ijassa-1252	109	12	external	external	ADJ
ijassa-1252	109	13	environment	environment	NOUN
ijassa-1252	109	14	,	,	PUNCT
ijassa-1252	109	15	which	which	PRON
ijassa-1252	109	16	may	may	AUX
ijassa-1252	109	17	coincide	coincide	VERB
ijassa-1252	109	18	with	with	ADP
ijassa-1252	109	19	digital	digital	ADJ
ijassa-1252	109	20	monitoring	monitoring	NOUN
ijassa-1252	109	21	signals	signal	NOUN
ijassa-1252	109	22	or	or	CCONJ
ijassa-1252	109	23	may	may	AUX
ijassa-1252	109	24	serve	serve	VERB
ijassa-1252	109	25	as	as	ADP
ijassa-1252	109	26	a	a	DET
ijassa-1252	109	27	warning	warning	NOUN
ijassa-1252	109	28	of	of	ADP
ijassa-1252	109	29	possible	possible	ADJ
ijassa-1252	109	30	changes	change	NOUN
ijassa-1252	109	31	that	that	PRON
ijassa-1252	109	32	will	will	AUX
ijassa-1252	109	33	occur	occur	VERB
ijassa-1252	109	34	in	in	ADP
ijassa-1252	109	35	the	the	DET
ijassa-1252	109	36	lagged	lag	VERB
ijassa-1252	109	37	observations	observation	NOUN
ijassa-1252	109	38	;	;	PUNCT
ijassa-1252	109	39			NOUN
ijassa-1252	109	40	signals	signal	VERB
ijassa-1252	109	41	about	about	ADP
ijassa-1252	109	42	the	the	DET
ijassa-1252	109	43	presence	presence	NOUN
ijassa-1252	109	44	of	of	ADP
ijassa-1252	109	45	changes	change	NOUN
ijassa-1252	109	46	in	in	ADP
ijassa-1252	109	47	the	the	DET
ijassa-1252	109	48	predicted	predict	VERB
ijassa-1252	109	49	indicator	indicator	NOUN
ijassa-1252	109	50	and	and	CCONJ
ijassa-1252	109	51	the	the	DET
ijassa-1252	109	52	related	relate	VERB
ijassa-1252	109	53	price	price	NOUN
ijassa-1252	109	54	series	series	NOUN
ijassa-1252	109	55	(	(	PUNCT
ijassa-1252	109	56	different	different	ADJ
ijassa-1252	109	57	for	for	ADP
ijassa-1252	109	58	each	each	DET
ijassa-1252	109	59	type	type	NOUN
ijassa-1252	109	60	of	of	ADP
ijassa-1252	109	61	change	change	NOUN
ijassa-1252	109	62	)	)	PUNCT
ijassa-1252	109	63	.	.	PUNCT
ijassa-1252	110	1	3	3	X
ijassa-1252	110	2	.	.	X
ijassa-1252	110	3	analysis	analysis	NOUN
ijassa-1252	110	4	of	of	ADP
ijassa-1252	110	5	commodity	commodity	NOUN
ijassa-1252	110	6	markets	market	NOUN
ijassa-1252	110	7	based	base	VERB
ijassa-1252	110	8	on	on	ADP
ijassa-1252	110	9	historical	historical	ADJ
ijassa-1252	110	10	data	datum	NOUN
ijassa-1252	110	11	and	and	CCONJ
ijassa-1252	110	12	expert	expert	ADJ
ijassa-1252	110	13	knowledge	knowledge	NOUN
ijassa-1252	110	14	and	and	CCONJ
ijassa-1252	110	15	formation	formation	NOUN
ijassa-1252	110	16	of	of	ADP
ijassa-1252	110	17	a	a	DET
ijassa-1252	110	18	target	target	NOUN
ijassa-1252	110	19	indicator	indicator	NOUN
ijassa-1252	110	20	forecast	forecast	NOUN
ijassa-1252	110	21	3.1	3.1	NUM
ijassa-1252	110	22	.	.	PUNCT
ijassa-1252	110	23	fcm	fcm	PROPN
ijassa-1252	110	24	construction	construction	NOUN
ijassa-1252	110	25	and	and	CCONJ
ijassa-1252	110	26	estimation	estimation	NOUN
ijassa-1252	110	27	of	of	ADP
ijassa-1252	110	28	the	the	DET
ijassa-1252	110	29	sf	sf	NOUN
ijassa-1252	110	30	-	-	PUNCT
ijassa-1252	110	31	groups	group	NOUN
ijassa-1252	110	32	’	'	PUNCT
ijassa-1252	110	33	significance	significance	NOUN
ijassa-1252	110	34	we	we	PRON
ijassa-1252	110	35	conduct	conduct	VERB
ijassa-1252	110	36	the	the	DET
ijassa-1252	110	37	structuring	structuring	NOUN
ijassa-1252	110	38	of	of	ADP
ijassa-1252	110	39	the	the	DET
ijassa-1252	110	40	subject	subject	ADJ
ijassa-1252	110	41	knowledge	knowledge	NOUN
ijassa-1252	110	42	domain	domain	NOUN
ijassa-1252	110	43	to	to	PART
ijassa-1252	110	44	form	form	VERB
ijassa-1252	110	45	a	a	DET
ijassa-1252	110	46	holistic	holistic	ADJ
ijassa-1252	110	47	representation	representation	NOUN
ijassa-1252	110	48	of	of	ADP
ijassa-1252	110	49	the	the	DET
ijassa-1252	110	50	situation	situation	NOUN
ijassa-1252	110	51	associated	associate	VERB
ijassa-1252	110	52	with	with	ADP
ijassa-1252	110	53	the	the	DET
ijassa-1252	110	54	impact	impact	NOUN
ijassa-1252	110	55	of	of	ADP
ijassa-1252	110	56	the	the	DET
ijassa-1252	110	57	external	external	ADJ
ijassa-1252	110	58	environment	environment	NOUN
ijassa-1252	110	59	on	on	ADP
ijassa-1252	110	60	the	the	DET
ijassa-1252	110	61	dynamics	dynamic	NOUN
ijassa-1252	110	62	of	of	ADP
ijassa-1252	110	63	the	the	DET
ijassa-1252	110	64	predicted	predict	VERB
ijassa-1252	110	65	process	process	NOUN
ijassa-1252	110	66	.	.	PUNCT
ijassa-1252	111	1	according	accord	VERB
ijassa-1252	111	2	to	to	ADP
ijassa-1252	111	3	the	the	DET
ijassa-1252	111	4	results	result	NOUN
ijassa-1252	111	5	of	of	ADP
ijassa-1252	111	6	the	the	DET
ijassa-1252	111	7	structuring	structuring	NOUN
ijassa-1252	111	8	,	,	PUNCT
ijassa-1252	111	9	we	we	PRON
ijassa-1252	111	10	obtain	obtain	VERB
ijassa-1252	111	11	a	a	DET
ijassa-1252	111	12	conceptual	conceptual	ADJ
ijassa-1252	111	13	model	model	NOUN
ijassa-1252	111	14	of	of	ADP
ijassa-1252	111	15	the	the	DET
ijassa-1252	111	16	situation	situation	NOUN
ijassa-1252	111	17	,	,	PUNCT
ijassa-1252	111	18	which	which	PRON
ijassa-1252	111	19	includes	include	VERB
ijassa-1252	111	20	the	the	DET
ijassa-1252	111	21	main	main	ADJ
ijassa-1252	111	22	subject	subject	NOUN
ijassa-1252	111	23	-	-	PUNCT
ijassa-1252	111	24	oriented	orient	VERB
ijassa-1252	111	25	concepts	concept	NOUN
ijassa-1252	111	26	and	and	CCONJ
ijassa-1252	111	27	related	related	ADJ
ijassa-1252	111	28	subject	subject	ADJ
ijassa-1252	111	29	knowledge	knowledge	NOUN
ijassa-1252	111	30	,	,	PUNCT
ijassa-1252	111	31	characterizing	characterize	VERB
ijassa-1252	111	32	the	the	DET
ijassa-1252	111	33	production	production	NOUN
ijassa-1252	111	34	cycle	cycle	NOUN
ijassa-1252	111	35	and	and	CCONJ
ijassa-1252	111	36	the	the	DET
ijassa-1252	111	37	value	value	NOUN
ijassa-1252	111	38	chain	chain	NOUN
ijassa-1252	111	39	of	of	ADP
ijassa-1252	111	40	the	the	DET
ijassa-1252	111	41	target	target	NOUN
ijassa-1252	111	42	-	-	PUNCT
ijassa-1252	111	43	related	relate	VERB
ijassa-1252	111	44	products	product	NOUN
ijassa-1252	111	45	,	,	PUNCT
ijassa-1252	111	46	as	as	ADV
ijassa-1252	111	47	well	well	ADV
ijassa-1252	111	48	as	as	ADP
ijassa-1252	111	49	its	its	PRON
ijassa-1252	111	50	businessand	businessand	NOUN
ijassa-1252	111	51	macro	macro	ADJ
ijassa-1252	111	52	environment	environment	NOUN
ijassa-1252	111	53	in	in	ADP
ijassa-1252	111	54	the	the	DET
ijassa-1252	111	55	context	context	NOUN
ijassa-1252	111	56	of	of	ADP
ijassa-1252	111	57	the	the	DET
ijassa-1252	111	58	forecasting	forecasting	NOUN
ijassa-1252	111	59	problem	problem	NOUN
ijassa-1252	111	60	set	set	VERB
ijassa-1252	111	61	by	by	ADP
ijassa-1252	111	62	us	we	PRON
ijassa-1252	111	63	.	.	PUNCT
ijassa-1252	112	1	taking	take	VERB
ijassa-1252	112	2	into	into	ADP
ijassa-1252	112	3	account	account	NOUN
ijassa-1252	112	4	,	,	PUNCT
ijassa-1252	112	5	the	the	DET
ijassa-1252	112	6	heterogeneity	heterogeneity	NOUN
ijassa-1252	112	7	of	of	ADP
ijassa-1252	112	8	environmental	environmental	ADJ
ijassa-1252	112	9	factors	factor	NOUN
ijassa-1252	112	10	affecting	affect	VERB
ijassa-1252	112	11	the	the	DET
ijassa-1252	112	12	predicted	predict	VERB
ijassa-1252	112	13	processes	process	NOUN
ijassa-1252	112	14	,	,	PUNCT
ijassa-1252	112	15	we	we	PRON
ijassa-1252	112	16	used	use	VERB
ijassa-1252	112	17	expert	expert	NOUN
ijassa-1252	112	18	knowledge	knowledge	NOUN
ijassa-1252	112	19	(	(	PUNCT
ijassa-1252	112	20	in	in	ADP
ijassa-1252	112	21	the	the	DET
ijassa-1252	112	22	mode	mode	NOUN
ijassa-1252	112	23	of	of	ADP
ijassa-1252	112	24	direct	direct	ADJ
ijassa-1252	112	25	interaction	interaction	NOUN
ijassa-1252	112	26	with	with	ADP
ijassa-1252	112	27	experts	expert	NOUN
ijassa-1252	112	28	in	in	ADP
ijassa-1252	112	29	the	the	DET
ijassa-1252	112	30	analysis	analysis	NOUN
ijassa-1252	112	31	of	of	ADP
ijassa-1252	112	32	the	the	DET
ijassa-1252	112	33	commodity	commodity	NOUN
ijassa-1252	112	34	market	market	NOUN
ijassa-1252	112	35	)	)	PUNCT
ijassa-1252	112	36	and	and	CCONJ
ijassa-1252	112	37	analytical	analytical	ADJ
ijassa-1252	112	38	information	information	NOUN
ijassa-1252	112	39	from	from	ADP
ijassa-1252	112	40	heterogeneous	heterogeneous	ADJ
ijassa-1252	112	41	sources	source	NOUN
ijassa-1252	112	42	as	as	ADP
ijassa-1252	112	43	input	input	NOUN
ijassa-1252	112	44	data	datum	NOUN
ijassa-1252	112	45	for	for	ADP
ijassa-1252	112	46	structuring	structuring	NOUN
ijassa-1252	112	47	.	.	PUNCT
ijassa-1252	113	1	based	base	VERB
ijassa-1252	113	2	on	on	ADP
ijassa-1252	113	3	the	the	DET
ijassa-1252	113	4	conceptual	conceptual	ADJ
ijassa-1252	113	5	model	model	NOUN
ijassa-1252	113	6	of	of	ADP
ijassa-1252	113	7	the	the	DET
ijassa-1252	113	8	situation	situation	NOUN
ijassa-1252	113	9	,	,	PUNCT
ijassa-1252	113	10	we	we	PRON
ijassa-1252	113	11	identify	identify	VERB
ijassa-1252	113	12	,	,	PUNCT
ijassa-1252	113	13	together	together	ADV
ijassa-1252	113	14	of	of	ADP
ijassa-1252	113	15	experts	expert	NOUN
ijassa-1252	113	16	,	,	PUNCT
ijassa-1252	113	17	the	the	DET
ijassa-1252	113	18	system	system	NOUN
ijassa-1252	113	19	-	-	PUNCT
ijassa-1252	113	20	forming	form	VERB
ijassa-1252	113	21	factors	factor	NOUN
ijassa-1252	113	22	influencing	influence	VERB
ijassa-1252	113	23	the	the	DET
ijassa-1252	113	24	predicted	predict	VERB
ijassa-1252	113	25	process	process	NOUN
ijassa-1252	113	26	and	and	CCONJ
ijassa-1252	113	27	establish	establish	VERB
ijassa-1252	113	28	the	the	DET
ijassa-1252	113	29	relationship	relationship	NOUN
ijassa-1252	113	30	between	between	ADP
ijassa-1252	113	31	them	they	PRON
ijassa-1252	113	32	and	and	CCONJ
ijassa-1252	113	33	the	the	DET
ijassa-1252	113	34	target	target	NOUN
ijassa-1252	113	35	indicator	indicator	NOUN
ijassa-1252	113	36	,	,	PUNCT
ijassa-1252	113	37	i.e.	i.e.	X
ijassa-1252	113	38	,	,	PUNCT
ijassa-1252	113	39	formalize	formalize	VERB
ijassa-1252	113	40	the	the	DET
ijassa-1252	113	41	selected	select	VERB
ijassa-1252	113	42	subject	subject	ADJ
ijassa-1252	113	43	knowledge	knowledge	NOUN
ijassa-1252	113	44	in	in	ADP
ijassa-1252	113	45	the	the	DET
ijassa-1252	113	46	form	form	NOUN
ijassa-1252	113	47	of	of	ADP
ijassa-1252	113	48	the	the	DET
ijassa-1252	113	49	fcm	fcm	X
ijassa-1252	113	50	.	.	PUNCT
ijassa-1252	114	1	the	the	DET
ijassa-1252	114	2	constructed	construct	VERB
ijassa-1252	114	3	fcm	fcm	PROPN
ijassa-1252	114	4	allows	allow	VERB
ijassa-1252	114	5	formalizing	formalize	VERB
ijassa-1252	114	6	the	the	DET
ijassa-1252	114	7	process	process	NOUN
ijassa-1252	114	8	of	of	ADP
ijassa-1252	114	9	transferring	transfer	VERB
ijassa-1252	114	10	expert	expert	ADJ
ijassa-1252	114	11	information	information	NOUN
ijassa-1252	114	12	into	into	ADP
ijassa-1252	114	13	the	the	DET
ijassa-1252	114	14	forecasting	forecasting	NOUN
ijassa-1252	114	15	algorithm	algorithm	NOUN
ijassa-1252	114	16	(	(	PUNCT
ijassa-1252	114	17	figure	figure	NOUN
ijassa-1252	114	18	1	1	NUM
ijassa-1252	114	19	)	)	PUNCT
ijassa-1252	114	20	.	.	PUNCT
ijassa-1252	115	1	in	in	ADP
ijassa-1252	115	2	figure	figure	NOUN
ijassa-1252	115	3	2	2	NUM
ijassa-1252	115	4	,	,	PUNCT
ijassa-1252	115	5	we	we	PRON
ijassa-1252	115	6	show	show	VERB
ijassa-1252	115	7	a	a	DET
ijassa-1252	115	8	fragment	fragment	NOUN
ijassa-1252	115	9	of	of	ADP
ijassa-1252	115	10	the	the	DET
ijassa-1252	115	11	fcm	fcm	PROPN
ijassa-1252	115	12	associated	associate	VERB
ijassa-1252	115	13	with	with	ADP
ijassa-1252	115	14	the	the	DET
ijassa-1252	115	15	commodity	commodity	NOUN
ijassa-1252	115	16	market	market	NOUN
ijassa-1252	115	17	(	(	PUNCT
ijassa-1252	115	18	grey	grey	NOUN
ijassa-1252	115	19	arrows	arrow	NOUN
ijassa-1252	115	20	with	with	ADP
ijassa-1252	115	21	ellipsis	ellipsis	NOUN
ijassa-1252	115	22	show	show	VERB
ijassa-1252	115	23	the	the	DET
ijassa-1252	115	24	fragment	fragment	ADJ
ijassa-1252	115	25	boundaries	boundary	NOUN
ijassa-1252	115	26	in	in	ADP
ijassa-1252	115	27	the	the	DET
ijassa-1252	115	28	full	full	ADJ
ijassa-1252	115	29	fcm	fcm	X
ijassa-1252	115	30	)	)	PUNCT
ijassa-1252	115	31	.	.	PUNCT
ijassa-1252	116	1	this	this	DET
ijassa-1252	116	2	map	map	NOUN
ijassa-1252	116	3	includes	include	VERB
ijassa-1252	116	4	59	59	NUM
ijassa-1252	116	5	system	system	NOUN
ijassa-1252	116	6	-	-	PUNCT
ijassa-1252	116	7	forming	form	VERB
ijassa-1252	116	8	factors	factor	NOUN
ijassa-1252	116	9	,	,	PUNCT
ijassa-1252	116	10	including	include	VERB
ijassa-1252	116	11	the	the	DET
ijassa-1252	116	12	y	y	PROPN
ijassa-1252	116	13	factor	factor	NOUN
ijassa-1252	116	14	associated	associate	VERB
ijassa-1252	116	15	with	with	ADP
ijassa-1252	116	16	the	the	DET
ijassa-1252	116	17	target	target	NOUN
ijassa-1252	116	18	forecasted	forecast	VERB
ijassa-1252	116	19	indicator	indicator	NOUN
ijassa-1252	116	20	y	y	PROPN
ijassa-1252	116	21	(	(	PUNCT
ijassa-1252	116	22	purchase	purchase	VERB
ijassa-1252	116	23	prices	price	NOUN
ijassa-1252	116	24	for	for	ADP
ijassa-1252	116	25	black	black	ADJ
ijassa-1252	116	26	scrap	scrap	NOUN
ijassa-1252	116	27	metal	metal	NOUN
ijassa-1252	116	28	(	(	PUNCT
ijassa-1252	116	29	bsm	bsm	PROPN
ijassa-1252	116	30	)	)	PUNCT
ijassa-1252	116	31	)	)	PUNCT
ijassa-1252	116	32	,	,	PUNCT
ijassa-1252	116	33	which	which	PRON
ijassa-1252	116	34	are	be	AUX
ijassa-1252	116	35	related	relate	VERB
ijassa-1252	116	36	by	by	ADP
ijassa-1252	116	37	causeeffect	causeeffect	NOUN
ijassa-1252	116	38	relationships	relationship	NOUN
ijassa-1252	116	39	.	.	PUNCT
ijassa-1252	117	1	we	we	PRON
ijassa-1252	117	2	represent	represent	VERB
ijassa-1252	117	3	factors	factor	NOUN
ijassa-1252	117	4	as	as	ADP
ijassa-1252	117	5	variables	variable	NOUN
ijassa-1252	117	6	1	1	NUM
ijassa-1252	117	7	2	2	NUM
ijassa-1252	117	8	1	1	NUM
ijassa-1252	117	9	{	{	PUNCT
ijassa-1252	117	10	,	,	PUNCT
ijassa-1252	117	11	,	,	PUNCT
ijassa-1252	117	12	...	...	PUNCT
ijassa-1252	117	13	,	,	PUNCT
ijassa-1252	117	14	,	,	PUNCT
ijassa-1252	117	15	}	}	PUNCT
ijassa-1252	117	16	n	n	CCONJ
ijassa-1252	117	17	nx	nx	NOUN
ijassa-1252	117	18	x	x	SYM
ijassa-1252	117	19	x	x	PUNCT
ijassa-1252	117	20	x	x	PUNCT
ijassa-1252	117	21	x	x	SYM
ijassa-1252	117	22	y	y	PROPN
ijassa-1252	117	23			NUM
ijassa-1252	117	24			NOUN
ijassa-1252	117	25			X
ijassa-1252	117	26			PROPN
ijassa-1252	117	27			PROPN
ijassa-1252	117	28			NOUN
ijassa-1252	117	29	,	,	PUNCT
ijassa-1252	117	30	described	describe	VERB
ijassa-1252	117	31	by	by	ADP
ijassa-1252	117	32	certain	certain	ADJ
ijassa-1252	117	33	sets	set	NOUN
ijassa-1252	117	34	of	of	ADP
ijassa-1252	117	35	values	value	NOUN
ijassa-1252	117	36	(	(	PUNCT
ijassa-1252	117	37	figure	figure	NOUN
ijassa-1252	117	38	2	2	NUM
ijassa-1252	117	39	)	)	PUNCT
ijassa-1252	117	40	.	.	PUNCT
ijassa-1252	118	1	let	let	VERB
ijassa-1252	118	2	(	(	PUNCT
ijassa-1252	118	3	,	,	PUNCT
ijassa-1252	118	4	,	,	PUNCT
ijassa-1252	118	5	}	}	PUNCT
ijassa-1252	118	6	fk	fk	INTJ
ijassa-1252	118	7	x	x	SYM
ijassa-1252	118	8	w	w	NOUN
ijassa-1252	118	9	f	f	AUX
ijassa-1252	118	10	be	be	AUX
ijassa-1252	118	11	an	an	DET
ijassa-1252	118	12	fcm	fcm	NOUN
ijassa-1252	118	13	of	of	ADP
ijassa-1252	118	14	the	the	DET
ijassa-1252	118	15	situation	situation	NOUN
ijassa-1252	118	16	(	(	PUNCT
ijassa-1252	118	17	)	)	PUNCT
ijassa-1252	118	18	s	s	AUX
ijassa-1252	118	19	in	in	ADP
ijassa-1252	118	20	commodity	commodity	NOUN
ijassa-1252	118	21	markets	market	NOUN
ijassa-1252	118	22	related	relate	VERB
ijassa-1252	118	23	to	to	ADP
ijassa-1252	118	24	a	a	DET
ijassa-1252	118	25	target	target	NOUN
ijassa-1252	118	26	indicator	indicator	NOUN
ijassa-1252	118	27	,	,	PUNCT
ijassa-1252	118	28	y	y	PROPN
ijassa-1252	118	29	where	where	SCONJ
ijassa-1252	118	30	1	1	NUM
ijassa-1252	118	31	2	2	NUM
ijassa-1252	118	32	1	1	NUM
ijassa-1252	118	33	{	{	PUNCT
ijassa-1252	118	34	,	,	PUNCT
ijassa-1252	118	35	,	,	PUNCT
ijassa-1252	118	36	...	...	PUNCT
ijassa-1252	118	37	,	,	PUNCT
ijassa-1252	118	38	,	,	PUNCT
ijassa-1252	118	39	}	}	PUNCT
ijassa-1252	118	40	n	n	CCONJ
ijassa-1252	118	41	nx	nx	NOUN
ijassa-1252	118	42	x	x	SYM
ijassa-1252	118	43	x	x	PUNCT
ijassa-1252	118	44	x	x	PUNCT
ijassa-1252	118	45	x	x	SYM
ijassa-1252	118	46	y	y	PROPN
ijassa-1252	118	47			NUM
ijassa-1252	118	48			NOUN
ijassa-1252	118	49			X
ijassa-1252	118	50			PROPN
ijassa-1252	118	51			PROPN
ijassa-1252	118	52			NOUN
ijassa-1252	118	53	,	,	PUNCT
ijassa-1252	118	54	y	y	PROPN
ijassa-1252	118	55	is	be	AUX
ijassa-1252	118	56	a	a	DET
ijassa-1252	118	57	factor	factor	NOUN
ijassa-1252	118	58	characterizing	characterize	VERB
ijassa-1252	118	59	;	;	PUNCT
ijassa-1252	118	60	y	y	PROPN
ijassa-1252	118	61	[	[	PUNCT
ijassa-1252	118	62	]	]	X
ijassa-1252	118	63	ijw	ijw	NOUN
ijassa-1252	118	64	w	w	NOUN
ijassa-1252	118	65	is	be	AUX
ijassa-1252	118	66	the	the	DET
ijassa-1252	118	67	n	n	ADV
ijassa-1252	118	68	n	n	ADJ
ijassa-1252	118	69	-matrix	-matrix	NOUN
ijassa-1252	118	70	of	of	ADP
ijassa-1252	118	71	factors	factor	NOUN
ijassa-1252	118	72	mutual	mutual	ADJ
ijassa-1252	118	73	influence	influence	NOUN
ijassa-1252	118	74	,	,	PUNCT
ijassa-1252	118	75	where	where	SCONJ
ijassa-1252	118	76	the	the	DET
ijassa-1252	118	77	weight	weight	NOUN
ijassa-1252	118	78	[	[	PUNCT
ijassa-1252	118	79	1;1]ijw	1;1]ijw	NUM
ijassa-1252	118	80			PRON
ijassa-1252	118	81			NOUN
ijassa-1252	118	82	determine	determine	VERB
ijassa-1252	118	83	the	the	DET
ijassa-1252	118	84	degree	degree	NOUN
ijassa-1252	118	85	of	of	ADP
ijassa-1252	118	86	expert	expert	ADJ
ijassa-1252	118	87	confidence	confidence	NOUN
ijassa-1252	118	88	that	that	SCONJ
ijassa-1252	118	89	activity	activity	NOUN
ijassa-1252	118	90	of	of	ADP
ijassa-1252	118	91	factor	factor	NOUN
ijassa-1252	118	92	ix	ix	PRON
ijassa-1252	118	93	causes	cause	VERB
ijassa-1252	118	94	on	on	ADP
ijassa-1252	118	95	the	the	DET
ijassa-1252	118	96	factor	factor	NOUN
ijassa-1252	118	97	[	[	PUNCT
ijassa-1252	118	98	1;1]jx	1;1]jx	NUM
ijassa-1252	118	99			NOUN
ijassa-1252	118	100			NOUN
ijassa-1252	118	101	;	;	PUNCT
ijassa-1252	118	102	f	f	PROPN
ijassa-1252	118	103	is	be	AUX
ijassa-1252	118	104	a	a	DET
ijassa-1252	118	105	function	function	NOUN
ijassa-1252	118	106	of	of	ADP
ijassa-1252	118	107	factors	factor	NOUN
ijassa-1252	118	108	'	'	PART
ijassa-1252	118	109	activation	activation	NOUN
ijassa-1252	118	110	at	at	ADP
ijassa-1252	118	111	any	any	DET
ijassa-1252	118	112	discrete	discrete	ADJ
ijassa-1252	118	113	time	time	NOUN
ijassa-1252	118	114	t	t	NOUN
ijassa-1252	118	115	:	:	PUNCT
ijassa-1252	118	116	(	(	PUNCT
ijassa-1252	118	117	1	1	X
ijassa-1252	118	118	)	)	PUNCT
ijassa-1252	118	119	(	(	PUNCT
ijassa-1252	118	120	)	)	PUNCT
ijassa-1252	118	121	(	(	PUNCT
ijassa-1252	118	122	)	)	PUNCT
ijassa-1252	118	123	(	(	PUNCT
ijassa-1252	118	124	)	)	PUNCT
ijassa-1252	119	1	i	i	PRON
ijassa-1252	119	2	i	i	PRON
ijassa-1252	120	1	i	i	PRON
ijassa-1252	121	1	ji	ji	INTJ
ijassa-1252	122	1	j	j	PROPN
ijassa-1252	123	1	i	i	PRON
ijassa-1252	123	2	j	j	VERB
ijassa-1252	124	1	i	i	PRON
ijassa-1252	124	2	f	f	PROPN
ijassa-1252	124	3	a	a	DET
ijassa-1252	124	4	t	t	PROPN
ijassa-1252	124	5	a	a	DET
ijassa-1252	124	6	t	t	PROPN
ijassa-1252	124	7	w	w	PROPN
ijassa-1252	124	8	a	a	DET
ijassa-1252	124	9	t	t	NOUN
ijassa-1252	124	10	g	g	PROPN
ijassa-1252	124	11	t	t	PROPN
ijassa-1252	124	12			PROPN
ijassa-1252	124	13			PROPN
ijassa-1252	124	14			PROPN
ijassa-1252	124	15			ADJ
ijassa-1252	124	16			PROPN
ijassa-1252	124	17			NOUN
ijassa-1252	124	18	,	,	PUNCT
ijassa-1252	124	19	(	(	PUNCT
ijassa-1252	124	20	1	1	X
ijassa-1252	124	21	)	)	PUNCT
ijassa-1252	124	22	where	where	SCONJ
ijassa-1252	124	23	(	(	PUNCT
ijassa-1252	124	24	)	)	PUNCT
ijassa-1252	124	25	,	,	PUNCT
ijassa-1252	124	26	(	(	PUNCT
ijassa-1252	124	27	)	)	PUNCT
ijassa-1252	125	1	i	i	PRON
ijassa-1252	125	2	ja	ja	PROPN
ijassa-1252	125	3	t	t	PROPN
ijassa-1252	125	4	a	a	DET
ijassa-1252	125	5	t	t	PROPN
ijassa-1252	125	6	are	be	AUX
ijassa-1252	125	7	factor	factor	NOUN
ijassa-1252	125	8	activity	activity	NOUN
ijassa-1252	125	9	values	value	NOUN
ijassa-1252	125	10	ix	ix	PRON
ijassa-1252	125	11	and	and	CCONJ
ijassa-1252	125	12	jx	jx	NUM
ijassa-1252	125	13	at	at	ADP
ijassa-1252	125	14	the	the	DET
ijassa-1252	125	15	moment	moment	NOUN
ijassa-1252	125	16	,	,	PUNCT
ijassa-1252	125	17	t	t	PROPN
ijassa-1252	125	18	(	(	PUNCT
ijassa-1252	125	19	)	)	PUNCT
ijassa-1252	125	20	(	(	PUNCT
ijassa-1252	125	21	)	)	PUNCT
ijassa-1252	125	22	(	(	PUNCT
ijassa-1252	125	23	1)j	1)j	NUM
ijassa-1252	125	24	j	j	PROPN
ijassa-1252	125	25	ja	ja	PROPN
ijassa-1252	125	26	t	t	PROPN
ijassa-1252	125	27	a	a	DET
ijassa-1252	125	28	t	t	NOUN
ijassa-1252	126	1	a	a	DET
ijassa-1252	126	2	t	t	NOUN
ijassa-1252	126	3			PROPN
ijassa-1252	126	4			PROPN
ijassa-1252	126	5			NOUN
ijassa-1252	126	6	;	;	PUNCT
ijassa-1252	126	7	ii	ii	PROPN
ijassa-1252	126	8	is	be	AUX
ijassa-1252	126	9	a	a	DET
ijassa-1252	126	10	set	set	NOUN
ijassa-1252	126	11	of	of	ADP
ijassa-1252	126	12	factor	factor	NOUN
ijassa-1252	126	13	codes	code	NOUN
ijassa-1252	126	14	{	{	PUNCT
ijassa-1252	126	15	}	}	PUNCT
ijassa-1252	126	16	jx	jx	NUM
ijassa-1252	126	17	that	that	PRON
ijassa-1252	126	18	directly	directly	ADV
ijassa-1252	126	19	influence	influence	NOUN
ijassa-1252	126	20	factor	factor	NOUN
ijassa-1252	126	21	{	{	PUNCT
ijassa-1252	126	22	}	}	PUNCT
ijassa-1252	126	23	ix	ix	X
ijassa-1252	126	24	;	;	PUNCT
ijassa-1252	126	25	(	(	PUNCT
ijassa-1252	126	26	)	)	PUNCT
ijassa-1252	126	27	(	(	PUNCT
ijassa-1252	126	28	0)i	0)i	NUM
ijassa-1252	126	29	ig	ig	PROPN
ijassa-1252	126	30	t	t	PROPN
ijassa-1252	126	31	g	g	PROPN
ijassa-1252	126	32	for	for	ADP
ijassa-1252	126	33	0	0	NUM
ijassa-1252	126	34	t	t	NOUN
ijassa-1252	126	35			NOUN
ijassa-1252	126	36	and	and	CCONJ
ijassa-1252	126	37	(	(	PUNCT
ijassa-1252	126	38	)	)	PUNCT
ijassa-1252	126	39	0ig	0ig	NOUN
ijassa-1252	127	1	t	t	PROPN
ijassa-1252	127	2			NUM
ijassa-1252	127	3	for	for	ADP
ijassa-1252	127	4	0	0	NUM
ijassa-1252	127	5	t	t	NOUN
ijassa-1252	127	6			NOUN
ijassa-1252	127	7	,	,	PUNCT
ijassa-1252	127	8	(	(	PUNCT
ijassa-1252	127	9	0	0	NUM
ijassa-1252	127	10	)	)	PUNCT
ijassa-1252	127	11	[	[	PUNCT
ijassa-1252	127	12	1;1]ig	1;1]ig	NUM
ijassa-1252	127	13			PROPN
ijassa-1252	127	14			NOUN
ijassa-1252	127	15	.	.	PUNCT
ijassa-1252	128	1	132	132	NUM
ijassa-1252	128	2	z.k	z.k	AUX
ijassa-1252	128	3	.	.	PUNCT
ijassa-1252	128	4	avdeeva	avdeeva	PROPN
ijassa-1252	128	5	,	,	PUNCT
ijassa-1252	128	6	e.a	e.a	PROPN
ijassa-1252	128	7	.	.	PROPN
ijassa-1252	128	8	grebenuyk	grebenuyk	PROPN
ijassa-1252	128	9	,	,	PUNCT
ijassa-1252	129	1	s.v	s.v	PROPN
ijassa-1252	129	2	.	.	PROPN
ijassa-1252	129	3	kovriga	kovriga	PROPN
ijassa-1252	129	4	copyright	copyright	NOUN
ijassa-1252	129	5	©	©	PROPN
ijassa-1252	129	6	2022	2022	NUM
ijassa-1252	129	7	assa	assa	PROPN
ijassa-1252	129	8	adv	adv	PROPN
ijassa-1252	129	9	.	.	PUNCT
ijassa-1252	130	1	in	in	ADP
ijassa-1252	130	2	systems	system	NOUN
ijassa-1252	130	3	science	science	NOUN
ijassa-1252	130	4	and	and	CCONJ
ijassa-1252	130	5	appl	appl	NOUN
ijassa-1252	130	6	.	.	PUNCT
ijassa-1252	131	1	(	(	PUNCT
ijassa-1252	131	2	2022	2022	NUM
ijassa-1252	131	3	)	)	PUNCT
ijassa-1252	131	4	export	export	NOUN
ijassa-1252	131	5	duties	duty	NOUN
ijassa-1252	131	6	the	the	DET
ijassa-1252	131	7	bsm	bsm	PROPN
ijassa-1252	131	8	offer	offer	NOUN
ijassa-1252	131	9	for	for	ADP
ijassa-1252	131	10	export	export	NOUN
ijassa-1252	131	11	purchase	purchase	NOUN
ijassa-1252	131	12	prices	price	NOUN
ijassa-1252	131	13	for	for	ADP
ijassa-1252	131	14	bsm	bsm	NOUN
ijassa-1252	131	15	in	in	ADP
ijassa-1252	131	16	the	the	DET
ijassa-1252	131	17	domestic	domestic	ADJ
ijassa-1252	131	18	market	market	NOUN
ijassa-1252	131	19	the	the	DET
ijassa-1252	131	20	offer	offer	NOUN
ijassa-1252	131	21	of	of	ADP
ijassa-1252	131	22	bsm	bsm	PROPN
ijassa-1252	131	23	for	for	ADP
ijassa-1252	131	24	domestic	domestic	ADJ
ijassa-1252	131	25	consumption	consumption	NOUN
ijassa-1252	131	26	us	us	PROPN
ijassa-1252	131	27	dollar	dollar	NOUN
ijassa-1252	131	28	rate	rate	NOUN
ijassa-1252	131	29	export	export	NOUN
ijassa-1252	131	30	prices	price	NOUN
ijassa-1252	131	31	of	of	ADP
ijassa-1252	131	32	the	the	DET
ijassa-1252	131	33	bsm	bsm	PROPN
ijassa-1252	131	34	local	local	ADJ
ijassa-1252	131	35	collection	collection	NOUN
ijassa-1252	131	36	and	and	CCONJ
ijassa-1252	131	37	recycling	recycling	NOUN
ijassa-1252	131	38	of	of	ADP
ijassa-1252	131	39	bsm	bsm	PROPN
ijassa-1252	131	40	bsm	bsm	PROPN
ijassa-1252	131	41	demand	demand	PROPN
ijassa-1252	131	42	in	in	ADP
ijassa-1252	131	43	the	the	DET
ijassa-1252	131	44	domestic	domestic	ADJ
ijassa-1252	131	45	marketthe	marketthe	PROPN
ijassa-1252	131	46	bsm	bsm	PROPN
ijassa-1252	131	47	demand	demand	NOUN
ijassa-1252	131	48	in	in	ADP
ijassa-1252	131	49	the	the	DET
ijassa-1252	131	50	foreign	foreign	ADJ
ijassa-1252	131	51	market	market	NOUN
ijassa-1252	131	52	transportation	transportation	NOUN
ijassa-1252	131	53	of	of	ADP
ijassa-1252	131	54	bsm	bsm	PROPN
ijassa-1252	131	55	from	from	ADP
ijassa-1252	131	56	long	long	ADJ
ijassa-1252	131	57	distances	distance	NOUN
ijassa-1252	131	58	bsm	bsm	PROPN
ijassa-1252	131	59	reserves	reserve	NOUN
ijassa-1252	131	60	demand	demand	VERB
ijassa-1252	131	61	for	for	ADP
ijassa-1252	131	62	finished	finished	ADJ
ijassa-1252	131	63	products	product	NOUN
ijassa-1252	131	64	of	of	ADP
ijassa-1252	131	65	metallurgical	metallurgical	ADJ
ijassa-1252	131	66	companies	company	NOUN
ijassa-1252	131	67	the	the	DET
ijassa-1252	131	68	need	need	NOUN
ijassa-1252	131	69	for	for	ADP
ijassa-1252	131	70	bsm	bsm	NOUN
ijassa-1252	131	71	(	(	PUNCT
ijassa-1252	131	72	+	+	ADV
ijassa-1252	131	73	):	):	PUNCT
ijassa-1252	131	74	increase	increase	NOUN
ijassa-1252	131	75	(	(	PUNCT
ijassa-1252	131	76	decrease	decrease	NOUN
ijassa-1252	131	77	)	)	PUNCT
ijassa-1252	131	78	in	in	ADP
ijassa-1252	131	79	the	the	DET
ijassa-1252	131	80	factor	factor	NOUN
ijassa-1252	131	81	causes	cause	VERB
ijassa-1252	131	82	increase	increase	NOUN
ijassa-1252	131	83	(	(	PUNCT
ijassa-1252	131	84	decrease	decrease	NOUN
ijassa-1252	131	85	)	)	PUNCT
ijassa-1252	131	86	in	in	ADP
ijassa-1252	131	87	the	the	DET
ijassa-1252	131	88	factor	factor	NOUN
ijassa-1252	131	89	(	(	PUNCT
ijassa-1252	131	90	-	-	PUNCT
ijassa-1252	131	91	):	):	PUNCT
ijassa-1252	131	92	increase	increase	NOUN
ijassa-1252	131	93	(	(	PUNCT
ijassa-1252	131	94	decrease	decrease	NOUN
ijassa-1252	131	95	)	)	PUNCT
ijassa-1252	131	96	in	in	ADP
ijassa-1252	131	97	the	the	DET
ijassa-1252	131	98	factor	factor	NOUN
ijassa-1252	131	99	causes	cause	VERB
ijassa-1252	131	100	decrease	decrease	NOUN
ijassa-1252	131	101	(	(	PUNCT
ijassa-1252	131	102	increase	increase	NOUN
ijassa-1252	131	103	)	)	PUNCT
ijassa-1252	131	104	in	in	ADP
ijassa-1252	131	105	the	the	DET
ijassa-1252	131	106	factor	factor	NOUN
ijassa-1252	131	107	link	link	NOUN
ijassa-1252	131	108	:	:	PUNCT
ijassa-1252	131	109	direct	direct	ADJ
ijassa-1252	131	110	causal	causal	ADJ
ijassa-1252	131	111	influence	influence	NOUN
ijassa-1252	131	112	:	:	PUNCT
ijassa-1252	131	113	weight	weight	NOUN
ijassa-1252	131	114	of	of	ADP
ijassa-1252	131	115	influence	influence	NOUN
ijassa-1252	131	116	factor	factor	NOUN
ijassa-1252	131	117	(	(	PUNCT
ijassa-1252	131	118	concept	concept	NOUN
ijassa-1252	131	119	):	):	PUNCT
ijassa-1252	131	120	variable	variable	ADJ
ijassa-1252	131	121	node(bundle	node(bundle	PROPN
ijassa-1252	131	122	):	):	PUNCT
ijassa-1252	131	123	influence	influence	NOUN
ijassa-1252	131	124	aggregation	aggregation	NOUN
ijassa-1252	131	125	function	function	NOUN
ijassa-1252	131	126	...	...	PUNCT
ijassa-1252	131	127	...	...	PUNCT
ijassa-1252	131	128	...	...	PUNCT
ijassa-1252	131	129	...	...	PUNCT
ijassa-1252	131	130	...	...	PUNCT
ijassa-1252	132	1	......	......	PUNCT
ijassa-1252	132	2	...	...	PUNCT
ijassa-1252	132	3	...	...	PUNCT
ijassa-1252	132	4	...	...	PUNCT
ijassa-1252	132	5	...	...	PUNCT
ijassa-1252	132	6	...	...	PUNCT
ijassa-1252	132	7	...	...	PUNCT
ijassa-1252	132	8	...	...	PUNCT
ijassa-1252	132	9	...	...	PUNCT
ijassa-1252	133	1	vat	vat	NOUN
ijassa-1252	133	2	rate	rate	NOUN
ijassa-1252	133	3	14x	14x	NUM
ijassa-1252	133	4	12x	12x	NUM
ijassa-1252	133	5	13x	13x	NUM
ijassa-1252	133	6	13x	13x	NUM
ijassa-1252	133	7	1x	1x	NUM
ijassa-1252	133	8	2x	2x	NUM
ijassa-1252	133	9	3x	3x	NUM
ijassa-1252	133	10	4x	4x	NOUN
ijassa-1252	133	11	y	y	PROPN
ijassa-1252	133	12			PROPN
ijassa-1252	133	13	5x	5x	PROPN
ijassa-1252	133	14	6x	6x	NUM
ijassa-1252	134	1	7x	7x	PROPN
ijassa-1252	134	2	8x	8x	NUM
ijassa-1252	134	3	9x	9x	NUM
ijassa-1252	134	4	10x	10x	NUM
ijassa-1252	134	5	11x	11x	NUM
ijassa-1252	134	6	13x	13x	NUM
ijassa-1252	134	7	14x	14x	NUM
ijassa-1252	134	8	12x	12x	NUM
ijassa-1252	134	9	13	13	NUM
ijassa-1252	134	10	12	12	NUM
ijassa-1252	134	11	14	14	NUM
ijassa-1252	134	12	(	(	PUNCT
ijassa-1252	134	13	,	,	PUNCT
ijassa-1252	134	14	)	)	PUNCT
ijassa-1252	135	1	x	x	SYM
ijassa-1252	135	2	f	f	NOUN
ijassa-1252	135	3	x	x	X
ijassa-1252	135	4	x	x	PROPN
ijassa-1252	135	5			PROPN
ijassa-1252	135	6			PROPN
ijassa-1252	135	7	fig	fig	PROPN
ijassa-1252	135	8	.	.	PUNCT
ijassa-1252	136	1	2	2	X
ijassa-1252	136	2	.	.	X
ijassa-1252	136	3	the	the	DET
ijassa-1252	136	4	fragment	fragment	NOUN
ijassa-1252	136	5	of	of	ADP
ijassa-1252	136	6	an	an	DET
ijassa-1252	136	7	fcm	fcm	NOUN
ijassa-1252	136	8	associated	associate	VERB
ijassa-1252	136	9	with	with	ADP
ijassa-1252	136	10	the	the	DET
ijassa-1252	136	11	commodity	commodity	NOUN
ijassa-1252	136	12	market	market	NOUN
ijassa-1252	136	13	we	we	PRON
ijassa-1252	136	14	define	define	VERB
ijassa-1252	136	15	the	the	DET
ijassa-1252	136	16	state	state	NOUN
ijassa-1252	136	17	(	(	PUNCT
ijassa-1252	136	18	1)a	1)a	PROPN
ijassa-1252	136	19	t	t	PROPN
ijassa-1252	136	20			VERB
ijassa-1252	136	21	of	of	ADP
ijassa-1252	136	22	the	the	DET
ijassa-1252	136	23	situation	situation	NOUN
ijassa-1252	136	24	s	s	VERB
ijassa-1252	136	25	at	at	ADP
ijassa-1252	136	26	time	time	NOUN
ijassa-1252	136	27	1	1	NUM
ijassa-1252	136	28	t	t	NOUN
ijassa-1252	136	29			VERB
ijassa-1252	136	30	as	as	ADP
ijassa-1252	136	31	the	the	DET
ijassa-1252	136	32	result	result	NOUN
ijassa-1252	136	33	of	of	ADP
ijassa-1252	136	34	the	the	DET
ijassa-1252	136	35	influence	influence	NOUN
ijassa-1252	136	36	of	of	ADP
ijassa-1252	136	37	all	all	DET
ijassa-1252	136	38	factors	factor	NOUN
ijassa-1252	136	39	x	x	PROPN
ijassa-1252	136	40	on	on	ADP
ijassa-1252	136	41	the	the	DET
ijassa-1252	136	42	interval	interval	NOUN
ijassa-1252	136	43	[	[	PUNCT
ijassa-1252	136	44	0	0	NUM
ijassa-1252	136	45	,	,	PUNCT
ijassa-1252	136	46	t	t	X
ijassa-1252	136	47	]	]	PUNCT
ijassa-1252	136	48	:	:	PUNCT
ijassa-1252	136	49	(	(	PUNCT
ijassa-1252	136	50	1	1	X
ijassa-1252	136	51	)	)	PUNCT
ijassa-1252	136	52	(	(	PUNCT
ijassa-1252	136	53	)	)	PUNCT
ijassa-1252	136	54	(	(	PUNCT
ijassa-1252	136	55	(	(	PUNCT
ijassa-1252	136	56	0	0	NUM
ijassa-1252	136	57	)	)	PUNCT
ijassa-1252	136	58	(	(	PUNCT
ijassa-1252	137	1	0))a	0))a	NOUN
ijassa-1252	137	2	t	t	PROPN
ijassa-1252	137	3	q	q	PROPN
ijassa-1252	137	4	t	t	PROPN
ijassa-1252	137	5	a	a	DET
ijassa-1252	137	6	g	g	NOUN
ijassa-1252	137	7			NOUN
ijassa-1252	137	8			PUNCT
ijassa-1252	137	9	(	(	PUNCT
ijassa-1252	137	10	2	2	X
ijassa-1252	137	11	)	)	PUNCT
ijassa-1252	137	12	where	where	SCONJ
ijassa-1252	137	13	2	2	NUM
ijassa-1252	137	14	(	(	PUNCT
ijassa-1252	137	15	)	)	PUNCT
ijassa-1252	137	16	...	...	PUNCT
ijassa-1252	137	17	,	,	PUNCT
ijassa-1252	137	18	t	t	PROPN
ijassa-1252	137	19	nq	nq	PROPN
ijassa-1252	137	20	t	t	PROPN
ijassa-1252	137	21	e	e	PROPN
ijassa-1252	137	22	w	w	PROPN
ijassa-1252	137	23	w	w	PROPN
ijassa-1252	137	24	w	w	PROPN
ijassa-1252	137	25			PROPN
ijassa-1252	137	26			PROPN
ijassa-1252	137	27			PUNCT
ijassa-1252	137	28			X
ijassa-1252	137	29	(	(	PUNCT
ijassa-1252	137	30	0)a	0)a	PROPN
ijassa-1252	137	31	is	be	AUX
ijassa-1252	137	32	an	an	DET
ijassa-1252	137	33	initial	initial	ADJ
ijassa-1252	137	34	state	state	NOUN
ijassa-1252	137	35	of	of	ADP
ijassa-1252	137	36	factors	factor	NOUN
ijassa-1252	137	37	x	x	X
ijassa-1252	137	38	,	,	PUNCT
ijassa-1252	137	39	(	(	PUNCT
ijassa-1252	137	40	0)g	0)g	NOUN
ijassa-1252	137	41	is	be	AUX
ijassa-1252	137	42	a	a	DET
ijassa-1252	137	43	vector	vector	NOUN
ijassa-1252	137	44	of	of	ADP
ijassa-1252	137	45	external	external	ADJ
ijassa-1252	137	46	impacts	impact	NOUN
ijassa-1252	137	47	on	on	ADP
ijassa-1252	137	48	factors	factor	NOUN
ijassa-1252	137	49	at	at	ADP
ijassa-1252	137	50	0	0	NUM
ijassa-1252	137	51	t	t	NOUN
ijassa-1252	137	52			PRON
ijassa-1252	137	53	,	,	PUNCT
ijassa-1252	137	54	kw	kw	PROPN
ijassa-1252	137	55	is	be	AUX
ijassa-1252	137	56	a	a	DET
ijassa-1252	137	57	matrix	matrix	NOUN
ijassa-1252	137	58	of	of	ADP
ijassa-1252	137	59	influences	influence	NOUN
ijassa-1252	137	60	to	to	ADP
ijassa-1252	137	61	k	k	NOUN
ijassa-1252	137	62	-	-	PUNCT
ijassa-1252	137	63	th	th	VERB
ijassa-1252	137	64	degree	degree	NOUN
ijassa-1252	137	65	,	,	PUNCT
ijassa-1252	137	66	1,	1,	NUM
ijassa-1252	137	67	...	...	PUNCT
ijassa-1252	137	68	,k	,k	PUNCT
ijassa-1252	137	69	t	t	PROPN
ijassa-1252	137	70	,	,	PUNCT
ijassa-1252	137	71	ne	ne	PROPN
ijassa-1252	137	72	is	be	AUX
ijassa-1252	137	73	the	the	DET
ijassa-1252	137	74	identity	identity	NOUN
ijassa-1252	137	75	matrix	matrix	NOUN
ijassa-1252	137	76	.	.	PUNCT
ijassa-1252	138	1	the	the	DET
ijassa-1252	138	2	property	property	NOUN
ijassa-1252	138	3	1lim	1lim	NUM
ijassa-1252	138	4	(	(	PUNCT
ijassa-1252	138	5	)	)	PUNCT
ijassa-1252	138	6	t	t	X
ijassa-1252	138	7	nt	not	PART
ijassa-1252	138	8	q	q	X
ijassa-1252	138	9	q	q	X
ijassa-1252	138	10	e	e	PROPN
ijassa-1252	138	11	w	w	PROPN
ijassa-1252	138	12			NOUN
ijassa-1252	138	13			NOUN
ijassa-1252	139	1			ADJ
ijassa-1252	139	2			PROPN
ijassa-1252	139	3			NOUN
ijassa-1252	139	4	allows	allow	VERB
ijassa-1252	139	5	us	we	PRON
ijassa-1252	139	6	to	to	PART
ijassa-1252	139	7	identify	identify	VERB
ijassa-1252	139	8	the	the	DET
ijassa-1252	139	9	steady	steady	ADJ
ijassa-1252	139	10	states	state	NOUN
ijassa-1252	139	11	by	by	ADP
ijassa-1252	139	12	factors	factor	NOUN
ijassa-1252	139	13	.	.	PUNCT
ijassa-1252	140	1	then	then	ADV
ijassa-1252	140	2	q	q	X
ijassa-1252	140	3	is	be	AUX
ijassa-1252	140	4	the	the	DET
ijassa-1252	140	5	matrix	matrix	NOUN
ijassa-1252	140	6	of	of	ADP
ijassa-1252	140	7	integral	integral	ADJ
ijassa-1252	140	8	influences	influence	NOUN
ijassa-1252	140	9	of	of	ADP
ijassa-1252	140	10	fcm	fcm	PROPN
ijassa-1252	140	11	factors	factor	NOUN
ijassa-1252	140	12	,	,	PUNCT
ijassa-1252	140	13	the	the	DET
ijassa-1252	140	14	elements	element	NOUN
ijassa-1252	140	15	of	of	ADP
ijassa-1252	140	16	which	which	PRON
ijassa-1252	140	17	characterize	characterize	VERB
ijassa-1252	140	18	all	all	DET
ijassa-1252	140	19	the	the	DET
ijassa-1252	140	20	direct	direct	ADJ
ijassa-1252	140	21	and	and	CCONJ
ijassa-1252	140	22	indirect	indirect	ADJ
ijassa-1252	140	23	influences	influence	NOUN
ijassa-1252	140	24	between	between	ADP
ijassa-1252	140	25	factors	factor	NOUN
ijassa-1252	140	26	.	.	PUNCT
ijassa-1252	141	1	q	q	X
ijassa-1252	141	2	-	-	PUNCT
ijassa-1252	141	3	matrix	matrix	NOUN
ijassa-1252	141	4	analysis	analysis	NOUN
ijassa-1252	141	5	is	be	AUX
ijassa-1252	141	6	based	base	VERB
ijassa-1252	141	7	on	on	ADP
ijassa-1252	141	8	the	the	DET
ijassa-1252	141	9	method	method	NOUN
ijassa-1252	141	10	of	of	ADP
ijassa-1252	141	11	[	[	X
ijassa-1252	141	12	3	3	NUM
ijassa-1252	141	13	]	]	PUNCT
ijassa-1252	141	14	,	,	PUNCT
ijassa-1252	141	15	which	which	PRON
ijassa-1252	141	16	allows	allow	VERB
ijassa-1252	141	17			NOUN
ijassa-1252	141	18	to	to	PART
ijassa-1252	141	19	determine	determine	VERB
ijassa-1252	141	20	the	the	DET
ijassa-1252	141	21	cumulative	cumulative	ADJ
ijassa-1252	141	22	(	(	PUNCT
ijassa-1252	141	23	direct	direct	ADJ
ijassa-1252	141	24	and	and	CCONJ
ijassa-1252	141	25	indirect	indirect	ADJ
ijassa-1252	141	26	)	)	PUNCT
ijassa-1252	141	27	influence	influence	NOUN
ijassa-1252	141	28	of	of	ADP
ijassa-1252	141	29	factors	factor	NOUN
ijassa-1252	141	30	on	on	ADP
ijassa-1252	141	31	the	the	DET
ijassa-1252	141	32	target	target	NOUN
ijassa-1252	141	33	;	;	PUNCT
ijassa-1252	141	34			NOUN
ijassa-1252	141	35	determine	determine	VERB
ijassa-1252	141	36	the	the	DET
ijassa-1252	141	37	nature	nature	NOUN
ijassa-1252	141	38	(	(	PUNCT
ijassa-1252	141	39	favorable	favorable	ADJ
ijassa-1252	141	40	or	or	CCONJ
ijassa-1252	141	41	unfavorable	unfavorable	ADJ
ijassa-1252	141	42	)	)	PUNCT
ijassa-1252	141	43	and	and	CCONJ
ijassa-1252	141	44	weight	weight	NOUN
ijassa-1252	141	45	of	of	ADP
ijassa-1252	141	46	the	the	DET
ijassa-1252	141	47	cumulative	cumulative	ADJ
ijassa-1252	141	48	influence	influence	NOUN
ijassa-1252	141	49	of	of	ADP
ijassa-1252	141	50	one	one	NUM
ijassa-1252	141	51	or	or	CCONJ
ijassa-1252	141	52	another	another	DET
ijassa-1252	141	53	factor	factor	NOUN
ijassa-1252	141	54	(	(	PUNCT
ijassa-1252	141	55	taking	take	VERB
ijassa-1252	141	56	into	into	ADP
ijassa-1252	141	57	account	account	NOUN
ijassa-1252	141	58	the	the	DET
ijassa-1252	141	59	current	current	ADJ
ijassa-1252	141	60	dynamics	dynamic	NOUN
ijassa-1252	141	61	of	of	ADP
ijassa-1252	141	62	this	this	DET
ijassa-1252	141	63	factor	factor	NOUN
ijassa-1252	141	64	)	)	PUNCT
ijassa-1252	141	65	on	on	ADP
ijassa-1252	141	66	the	the	DET
ijassa-1252	141	67	favorable	favorable	ADJ
ijassa-1252	141	68	dynamics	dynamic	NOUN
ijassa-1252	141	69	of	of	ADP
ijassa-1252	141	70	the	the	DET
ijassa-1252	141	71	target	target	NOUN
ijassa-1252	141	72	indicator	indicator	NOUN
ijassa-1252	141	73	;	;	PUNCT
ijassa-1252	141	74			NOUN
ijassa-1252	141	75	to	to	PART
ijassa-1252	141	76	estimate	estimate	VERB
ijassa-1252	141	77	efficiency	efficiency	NOUN
ijassa-1252	141	78	of	of	ADP
ijassa-1252	141	79	influence	influence	NOUN
ijassa-1252	141	80	of	of	ADP
ijassa-1252	141	81	positive	positive	ADJ
ijassa-1252	141	82	and	and	CCONJ
ijassa-1252	141	83	negative	negative	ADJ
ijassa-1252	141	84	factors	factor	NOUN
ijassa-1252	141	85	on	on	ADP
ijassa-1252	141	86	a	a	DET
ijassa-1252	141	87	target	target	NOUN
ijassa-1252	141	88	indicator	indicator	NOUN
ijassa-1252	141	89	and	and	CCONJ
ijassa-1252	141	90	their	their	PRON
ijassa-1252	141	91	ranking	ranking	NOUN
ijassa-1252	141	92	(	(	PUNCT
ijassa-1252	141	93	taking	take	VERB
ijassa-1252	141	94	into	into	ADP
ijassa-1252	141	95	account	account	NOUN
ijassa-1252	141	96	their	their	PRON
ijassa-1252	141	97	inclusion	inclusion	NOUN
ijassa-1252	141	98	in	in	ADP
ijassa-1252	141	99	different	different	ADJ
ijassa-1252	141	100	sf	sf	NOUN
ijassa-1252	141	101	-	-	PUNCT
ijassa-1252	141	102	groups	group	NOUN
ijassa-1252	141	103	)	)	PUNCT
ijassa-1252	141	104	;	;	PUNCT
ijassa-1252	142	1			NOUN
ijassa-1252	142	2	to	to	PART
ijassa-1252	142	3	assess	assess	VERB
ijassa-1252	142	4	the	the	DET
ijassa-1252	142	5	activity	activity	NOUN
ijassa-1252	142	6	of	of	ADP
ijassa-1252	142	7	factors	factor	NOUN
ijassa-1252	142	8	with	with	ADP
ijassa-1252	142	9	a	a	DET
ijassa-1252	142	10	high	high	ADJ
ijassa-1252	142	11	rank	rank	NOUN
ijassa-1252	142	12	of	of	ADP
ijassa-1252	142	13	influence	influence	NOUN
ijassa-1252	142	14	on	on	ADP
ijassa-1252	142	15	the	the	DET
ijassa-1252	142	16	target	target	NOUN
ijassa-1252	142	17	indicator	indicator	NOUN
ijassa-1252	142	18	.	.	PUNCT
ijassa-1252	143	1	based	base	VERB
ijassa-1252	143	2	on	on	ADP
ijassa-1252	143	3	this	this	DET
ijassa-1252	143	4	data	datum	NOUN
ijassa-1252	143	5	,	,	PUNCT
ijassa-1252	143	6	we	we	PRON
ijassa-1252	143	7	calculate	calculate	VERB
ijassa-1252	143	8	for	for	ADP
ijassa-1252	143	9	each	each	DET
ijassa-1252	143	10	sf	sf	NOUN
ijassa-1252	143	11	-	-	PUNCT
ijassa-1252	143	12	group	group	NOUN
ijassa-1252	143	13	the	the	DET
ijassa-1252	143	14	integral	integral	ADJ
ijassa-1252	143	15	positive	positive	ADJ
ijassa-1252	143	16	q	q	NOUN
ijassa-1252	143	17	and	and	CCONJ
ijassa-1252	143	18	negative	negative	ADJ
ijassa-1252	143	19	q	q	ADJ
ijassa-1252	143	20	influence	influence	NOUN
ijassa-1252	143	21	on	on	ADP
ijassa-1252	143	22	the	the	DET
ijassa-1252	143	23	target	target	NOUN
ijassa-1252	143	24	indicator	indicator	NOUN
ijassa-1252	143	25	of	of	ADP
ijassa-1252	143	26	all	all	DET
ijassa-1252	143	27	factors	factor	NOUN
ijassa-1252	143	28	included	include	VERB
ijassa-1252	143	29	in	in	ADP
ijassa-1252	143	30	the	the	DET
ijassa-1252	143	31	sf	sf	PROPN
ijassa-1252	143	32	-	-	PUNCT
ijassa-1252	143	33	group	group	NOUN
ijassa-1252	143	34	.	.	PUNCT
ijassa-1252	144	1	then	then	ADV
ijassa-1252	144	2	the	the	DET
ijassa-1252	144	3	total	total	ADJ
ijassa-1252	144	4	influence	influence	NOUN
ijassa-1252	144	5	of	of	ADP
ijassa-1252	144	6	the	the	DET
ijassa-1252	144	7	sf	sf	PROPN
ijassa-1252	144	8	-	-	PUNCT
ijassa-1252	144	9	group	group	NOUN
ijassa-1252	144	10	is	be	AUX
ijassa-1252	144	11	q	q	PROPN
ijassa-1252	144	12	q	q	PROPN
ijassa-1252	144	13	q	q	VERB
ijassa-1252	144	14			PROPN
ijassa-1252	144	15			X
ijassa-1252	144	16	.	.	PUNCT
ijassa-1252	145	1	according	accord	VERB
ijassa-1252	145	2	to	to	ADP
ijassa-1252	145	3	estimates	estimate	NOUN
ijassa-1252	145	4	of	of	ADP
ijassa-1252	145	5	type	type	NOUN
ijassa-1252	145	6	{	{	PUNCT
ijassa-1252	145	7	}	}	PUNCT
ijassa-1252	145	8	iq	iq	INTJ
ijassa-1252	145	9	,	,	PUNCT
ijassa-1252	145	10	we	we	PRON
ijassa-1252	145	11	calculate	calculate	VERB
ijassa-1252	145	12	the	the	DET
ijassa-1252	145	13	normalized	normalized	ADJ
ijassa-1252	145	14	weights	weight	NOUN
ijassa-1252	145	15	of	of	ADP
ijassa-1252	145	16	the	the	DET
ijassa-1252	145	17	influence	influence	NOUN
ijassa-1252	145	18	of	of	ADP
ijassa-1252	145	19	sf	sf	NOUN
ijassa-1252	145	20	-	-	PUNCT
ijassa-1252	145	21	groups	group	NOUN
ijassa-1252	145	22	in	in	ADP
ijassa-1252	145	23	the	the	DET
ijassa-1252	145	24	form	form	NOUN
ijassa-1252	145	25	raw	raw	ADJ
ijassa-1252	145	26	material	material	NOUN
ijassa-1252	145	27	price	price	NOUN
ijassa-1252	145	28	forecasting	forecasting	NOUN
ijassa-1252	145	29	on	on	ADP
ijassa-1252	145	30	commodity	commodity	NOUN
ijassa-1252	145	31	markets	market	NOUN
ijassa-1252	145	32	133	133	NUM
ijassa-1252	145	33	copyright	copyright	NOUN
ijassa-1252	145	34	©	©	PROPN
ijassa-1252	145	35	2022	2022	NUM
ijassa-1252	145	36	assa	assa	NOUN
ijassa-1252	145	37	.	.	PUNCT
ijassa-1252	146	1	adv	adv	PROPN
ijassa-1252	146	2	.	.	PUNCT
ijassa-1252	147	1	in	in	ADP
ijassa-1252	147	2	systems	system	NOUN
ijassa-1252	147	3	science	science	NOUN
ijassa-1252	147	4	and	and	CCONJ
ijassa-1252	147	5	appl	appl	NOUN
ijassa-1252	147	6	.	.	PUNCT
ijassa-1252	148	1	(	(	PUNCT
ijassa-1252	148	2	2022	2022	NUM
ijassa-1252	148	3	)	)	PUNCT
ijassa-1252	148	4	1	1	NUM
ijassa-1252	148	5	2	2	NUM
ijassa-1252	148	6	,	,	PUNCT
ijassa-1252	148	7	...	...	PUNCT
ijassa-1252	149	1	i	i	PRON
ijassa-1252	149	2	i	i	PRON
ijassa-1252	149	3	m	m	VERB
ijassa-1252	149	4	q	q	VERB
ijassa-1252	149	5	c	c	X
ijassa-1252	149	6	q	q	NOUN
ijassa-1252	149	7	q	q	X
ijassa-1252	149	8	q	q	PROPN
ijassa-1252	149	9			PROPN
ijassa-1252	149	10			PROPN
ijassa-1252	149	11			PUNCT
ijassa-1252	149	12			X
ijassa-1252	149	13	(	(	PUNCT
ijassa-1252	149	14	3	3	X
ijassa-1252	149	15	)	)	PUNCT
ijassa-1252	149	16	where	where	SCONJ
ijassa-1252	149	17	iq	iq	PROPN
ijassa-1252	149	18	is	be	AUX
ijassa-1252	149	19	the	the	DET
ijassa-1252	149	20	total	total	ADJ
ijassa-1252	149	21	integral	integral	ADJ
ijassa-1252	149	22	influence	influence	NOUN
ijassa-1252	149	23	of	of	ADP
ijassa-1252	149	24	sf	sf	NOUN
ijassa-1252	149	25	-	-	PUNCT
ijassa-1252	149	26	group	group	NOUN
ijassa-1252	149	27	,	,	PUNCT
ijassa-1252	149	28	m	m	VERB
ijassa-1252	149	29	is	be	AUX
ijassa-1252	149	30	number	number	NOUN
ijassa-1252	149	31	of	of	ADP
ijassa-1252	149	32	sf	sf	NOUN
ijassa-1252	149	33	-	-	PUNCT
ijassa-1252	149	34	groups	group	NOUN
ijassa-1252	149	35	.	.	PUNCT
ijassa-1252	150	1	we	we	PRON
ijassa-1252	150	2	transfer	transfer	VERB
ijassa-1252	150	3	the	the	DET
ijassa-1252	150	4	weights	weight	NOUN
ijassa-1252	150	5	of	of	ADP
ijassa-1252	150	6	sf	sf	NOUN
ijassa-1252	150	7	-	-	PUNCT
ijassa-1252	150	8	groups	group	NOUN
ijassa-1252	150	9	to	to	ADP
ijassa-1252	150	10	the	the	DET
ijassa-1252	150	11	numerical	numerical	PROPN
ijassa-1252	150	12	forecasting	forecasting	NOUN
ijassa-1252	150	13	block	block	NOUN
ijassa-1252	150	14	1.3	1.3	NUM
ijassa-1252	150	15	to	to	PART
ijassa-1252	150	16	account	account	VERB
ijassa-1252	150	17	for	for	ADP
ijassa-1252	150	18	the	the	DET
ijassa-1252	150	19	influence	influence	NOUN
ijassa-1252	150	20	of	of	ADP
ijassa-1252	150	21	systemic	systemic	ADJ
ijassa-1252	150	22	factors	factor	NOUN
ijassa-1252	150	23	of	of	ADP
ijassa-1252	150	24	the	the	DET
ijassa-1252	150	25	situation	situation	NOUN
ijassa-1252	150	26	on	on	ADP
ijassa-1252	150	27	the	the	DET
ijassa-1252	150	28	target	target	NOUN
ijassa-1252	150	29	.	.	PUNCT
ijassa-1252	151	1	3.2	3.2	NUM
ijassa-1252	151	2	.	.	PUNCT
ijassa-1252	152	1	construction	construction	NOUN
ijassa-1252	152	2	of	of	ADP
ijassa-1252	152	3	model	model	NOUN
ijassa-1252	152	4	assembles	assemble	NOUN
ijassa-1252	152	5	,	,	PUNCT
ijassa-1252	152	6	and	and	CCONJ
ijassa-1252	152	7	formation	formation	NOUN
ijassa-1252	152	8	of	of	ADP
ijassa-1252	152	9	a	a	DET
ijassa-1252	152	10	target	target	NOUN
ijassa-1252	152	11	indicator	indicator	NOUN
ijassa-1252	152	12	forecast	forecast	NOUN
ijassa-1252	152	13	from	from	ADP
ijassa-1252	152	14	the	the	DET
ijassa-1252	152	15	structured	structured	ADJ
ijassa-1252	152	16	time	time	NOUN
ijassa-1252	152	17	series	series	PROPN
ijassa-1252	152	18	database	database	NOUN
ijassa-1252	152	19	(	(	PUNCT
ijassa-1252	152	20	step	step	VERB
ijassa-1252	152	21	1.1	1.1	NUM
ijassa-1252	152	22	on	on	ADP
ijassa-1252	152	23	figure	figure	NOUN
ijassa-1252	152	24	1	1	NUM
ijassa-1252	152	25	)	)	PUNCT
ijassa-1252	152	26	,	,	PUNCT
ijassa-1252	152	27	we	we	PRON
ijassa-1252	152	28	select	select	VERB
ijassa-1252	152	29	the	the	DET
ijassa-1252	152	30	sets	set	NOUN
ijassa-1252	152	31	of	of	ADP
ijassa-1252	152	32	series	series	PROPN
ijassa-1252	152	33	f	f	PROPN
ijassa-1252	152	34	,	,	PUNCT
ijassa-1252	152	35	,	,	PUNCT
ijassa-1252	152	36	1	1	NUM
ijassa-1252	152	37	,	,	PUNCT
ijassa-1252	152	38	2	2	NUM
ijassa-1252	152	39	,	,	PUNCT
ijassa-1252	152	40	...	...	PUNCT
ijassa-1252	152	41	,	,	PUNCT
ijassa-1252	152	42	,	,	PUNCT
ijassa-1252	152	43	i	i	PRON
ijassa-1252	152	44	y	y	VERB
ijassa-1252	153	1	i	i	PRON
ijassa-1252	153	2	m	m	VERB
ijassa-1252	153	3			NOUN
ijassa-1252	153	4	where	where	SCONJ
ijassa-1252	153	5	y	y	PROPN
ijassa-1252	153	6	is	be	AUX
ijassa-1252	153	7	the	the	DET
ijassa-1252	153	8	series	series	NOUN
ijassa-1252	153	9	of	of	ADP
ijassa-1252	153	10	target	target	PROPN
ijassa-1252	153	11	indicator	indicator	NOUN
ijassa-1252	153	12	values	value	NOUN
ijassa-1252	153	13	,	,	PUNCT
ijassa-1252	153	14	1	1	NUM
ijassa-1252	153	15	2f	2f	NUM
ijassa-1252	153	16	(	(	PUNCT
ijassa-1252	153	17	,	,	PUNCT
ijassa-1252	153	18	,	,	PUNCT
ijassa-1252	153	19	...	...	PUNCT
ijassa-1252	153	20	,	,	PUNCT
ijassa-1252	153	21	)	)	PUNCT
ijassa-1252	154	1	i	i	PRON
ijassa-1252	154	2	nix	nix	NOUN
ijassa-1252	154	3	x	x	X
ijassa-1252	154	4	x	x	PROPN
ijassa-1252	154	5			NOUN
ijassa-1252	154	6	are	be	AUX
ijassa-1252	154	7	the	the	DET
ijassa-1252	154	8	series	series	NOUN
ijassa-1252	154	9	of	of	ADP
ijassa-1252	154	10	sf	sf	PROPN
ijassa-1252	154	11	-	-	PUNCT
ijassa-1252	154	12	group	group	NOUN
ijassa-1252	154	13	with	with	ADP
ijassa-1252	154	14	number	number	NOUN
ijassa-1252	154	15	,	,	PUNCT
ijassa-1252	154	16	1,2,	1,2,	NUM
ijassa-1252	154	17	...	...	PUNCT
ijassa-1252	154	18	,i	,i	PUNCT
ijassa-1252	154	19	i	i	PRON
ijassa-1252	154	20	m	m	VERB
ijassa-1252	154	21	.	.	PUNCT
ijassa-1252	155	1	we	we	PRON
ijassa-1252	155	2	break	break	VERB
ijassa-1252	155	3	down	down	ADP
ijassa-1252	155	4	the	the	DET
ijassa-1252	155	5	available	available	ADJ
ijassa-1252	155	6	set	set	NOUN
ijassa-1252	155	7	of	of	ADP
ijassa-1252	155	8	time	time	NOUN
ijassa-1252	155	9	series	series	PROPN
ijassa-1252	155	10	f	f	PROPN
ijassa-1252	155	11			PROPN
ijassa-1252	155	12	according	accord	VERB
ijassa-1252	155	13	to	to	ADP
ijassa-1252	155	14	the	the	DET
ijassa-1252	155	15	structure	structure	NOUN
ijassa-1252	155	16	of	of	ADP
ijassa-1252	155	17	the	the	DET
ijassa-1252	155	18	available	available	ADJ
ijassa-1252	155	19	sfgroups	sfgroup	NOUN
ijassa-1252	155	20	:	:	PUNCT
ijassa-1252	155	21	1	1	NUM
ijassa-1252	155	22	2f	2f	NUM
ijassa-1252	155	23	=	=	SYM
ijassa-1252	155	24	(	(	PUNCT
ijassa-1252	155	25	f	f	PROPN
ijassa-1252	155	26	,	,	PUNCT
ijassa-1252	155	27	f	f	PROPN
ijassa-1252	155	28	,	,	PUNCT
ijassa-1252	155	29	...	...	PUNCT
ijassa-1252	155	30	,	,	PUNCT
ijassa-1252	155	31	f	f	PROPN
ijassa-1252	155	32	)	)	PUNCT
ijassa-1252	155	33	,	,	PUNCT
ijassa-1252	155	34	m	m	PROPN
ijassa-1252	155	35			ADJ
ijassa-1252	155	36			PROPN
ijassa-1252	155	37			PROPN
ijassa-1252	155	38			NOUN
ijassa-1252	155	39	.	.	PUNCT
ijassa-1252	156	1	we	we	PRON
ijassa-1252	156	2	obtain	obtain	VERB
ijassa-1252	156	3	the	the	DET
ijassa-1252	156	4	sets	set	NOUN
ijassa-1252	156	5	of	of	ADP
ijassa-1252	156	6	series	series	PROPN
ijassa-1252	156	7	f	f	PROPN
ijassa-1252	156	8	,	,	PUNCT
ijassa-1252	156	9	m	m	VERB
ijassa-1252	156	10	y	y	PROPN
ijassa-1252	156	11			NOUN
ijassa-1252	156	12	,	,	PUNCT
ijassa-1252	156	13	each	each	PRON
ijassa-1252	156	14	of	of	ADP
ijassa-1252	156	15	which	which	PRON
ijassa-1252	156	16	describe	describe	VERB
ijassa-1252	156	17	the	the	DET
ijassa-1252	156	18	dynamics	dynamic	NOUN
ijassa-1252	156	19	of	of	ADP
ijassa-1252	156	20	the	the	DET
ijassa-1252	156	21	target	target	NOUN
ijassa-1252	156	22	indicator	indicator	NOUN
ijassa-1252	156	23	as	as	ADP
ijassa-1252	156	24	a	a	DET
ijassa-1252	156	25	function	function	NOUN
ijassa-1252	156	26	of	of	ADP
ijassa-1252	156	27	its	its	PRON
ijassa-1252	156	28	past	past	ADJ
ijassa-1252	156	29	values	value	NOUN
ijassa-1252	156	30	and	and	CCONJ
ijassa-1252	156	31	the	the	DET
ijassa-1252	156	32	system	system	NOUN
ijassa-1252	156	33	-	-	PUNCT
ijassa-1252	156	34	forming	form	VERB
ijassa-1252	156	35	factors	factor	NOUN
ijassa-1252	156	36	of	of	ADP
ijassa-1252	156	37	its	its	PRON
ijassa-1252	156	38	corresponding	corresponding	ADJ
ijassa-1252	156	39	sf	sf	NOUN
ijassa-1252	156	40	-	-	PUNCT
ijassa-1252	156	41	group	group	NOUN
ijassa-1252	156	42	.	.	PUNCT
ijassa-1252	157	1	the	the	DET
ijassa-1252	157	2	process	process	NOUN
ijassa-1252	157	3	of	of	ADP
ijassa-1252	157	4	building	build	VERB
ijassa-1252	157	5	a	a	DET
ijassa-1252	157	6	forecast	forecast	NOUN
ijassa-1252	157	7	includes	include	VERB
ijassa-1252	157	8	the	the	DET
ijassa-1252	157	9	steps	step	NOUN
ijassa-1252	157	10	below	below	ADV
ijassa-1252	157	11	,	,	PUNCT
ijassa-1252	157	12	which	which	PRON
ijassa-1252	157	13	we	we	PRON
ijassa-1252	157	14	do	do	VERB
ijassa-1252	157	15	for	for	ADP
ijassa-1252	157	16	each	each	DET
ijassa-1252	157	17	set	set	NOUN
ijassa-1252	157	18	of	of	ADP
ijassa-1252	157	19	f	f	PROPN
ijassa-1252	157	20	,	,	PUNCT
ijassa-1252	157	21	i	i	PRON
ijassa-1252	157	22	y	y	PROPN
ijassa-1252	157	23			PROPN
ijassa-1252	157	24	,	,	PUNCT
ijassa-1252	157	25	and	and	CCONJ
ijassa-1252	157	26	for	for	ADP
ijassa-1252	157	27	each	each	DET
ijassa-1252	157	28	time	time	NOUN
ijassa-1252	157	29	scale	scale	NOUN
ijassa-1252	157	30	(	(	PUNCT
ijassa-1252	157	31	month	month	NOUN
ijassa-1252	157	32	,	,	PUNCT
ijassa-1252	157	33	quarter	quarter	NOUN
ijassa-1252	157	34	,	,	PUNCT
ijassa-1252	157	35	half	half	ADJ
ijassa-1252	157	36	-	-	PUNCT
ijassa-1252	157	37	year	year	NOUN
ijassa-1252	157	38	,	,	PUNCT
ijassa-1252	157	39	year	year	NOUN
ijassa-1252	157	40	)	)	PUNCT
ijassa-1252	157	41	.	.	PUNCT
ijassa-1252	158	1	the	the	DET
ijassa-1252	158	2	models	model	NOUN
ijassa-1252	158	3	we	we	PRON
ijassa-1252	158	4	apply	apply	VERB
ijassa-1252	158	5	vary	vary	NOUN
ijassa-1252	158	6	for	for	ADP
ijassa-1252	158	7	different	different	ADJ
ijassa-1252	158	8	time	time	NOUN
ijassa-1252	158	9	scales	scale	NOUN
ijassa-1252	158	10	,	,	PUNCT
ijassa-1252	158	11	because	because	SCONJ
ijassa-1252	158	12	of	of	ADP
ijassa-1252	158	13	changes	change	NOUN
ijassa-1252	158	14	in	in	ADP
ijassa-1252	158	15	the	the	DET
ijassa-1252	158	16	relationships	relationship	NOUN
ijassa-1252	158	17	between	between	ADP
ijassa-1252	158	18	successive	successive	ADJ
ijassa-1252	158	19	observations	observation	NOUN
ijassa-1252	158	20	and	and	CCONJ
ijassa-1252	158	21	decreases	decrease	NOUN
ijassa-1252	158	22	in	in	ADP
ijassa-1252	158	23	the	the	DET
ijassa-1252	158	24	size	size	NOUN
ijassa-1252	158	25	of	of	ADP
ijassa-1252	158	26	the	the	DET
ijassa-1252	158	27	training	training	NOUN
ijassa-1252	158	28	sample	sample	NOUN
ijassa-1252	158	29	as	as	ADP
ijassa-1252	158	30	the	the	DET
ijassa-1252	158	31	scale	scale	NOUN
ijassa-1252	158	32	increases	increase	NOUN
ijassa-1252	158	33	.	.	PUNCT
ijassa-1252	159	1	step	step	NOUN
ijassa-1252	159	2	1	1	NUM
ijassa-1252	159	3	.	.	PUNCT
ijassa-1252	160	1	we	we	PRON
ijassa-1252	160	2	apply	apply	VERB
ijassa-1252	160	3	structural	structural	ADJ
ijassa-1252	160	4	shift	shift	NOUN
ijassa-1252	160	5	detection	detection	NOUN
ijassa-1252	160	6	algorithms	algorithm	NOUN
ijassa-1252	160	7	to	to	PART
ijassa-1252	160	8	series	series	VERB
ijassa-1252	160	9	y	y	PROPN
ijassa-1252	160	10	[	[	X
ijassa-1252	160	11	19	19	NUM
ijassa-1252	160	12	]	]	PUNCT
ijassa-1252	160	13	,	,	PUNCT
ijassa-1252	160	14	to	to	PART
ijassa-1252	160	15	determine	determine	VERB
ijassa-1252	160	16	the	the	DET
ijassa-1252	160	17	presence	presence	NOUN
ijassa-1252	160	18	of	of	ADP
ijassa-1252	160	19	trends	trend	NOUN
ijassa-1252	160	20	,	,	PUNCT
ijassa-1252	160	21	their	their	PRON
ijassa-1252	160	22	direction	direction	NOUN
ijassa-1252	160	23	,	,	PUNCT
ijassa-1252	160	24	and	and	CCONJ
ijassa-1252	160	25	the	the	DET
ijassa-1252	160	26	moments	moment	NOUN
ijassa-1252	160	27	of	of	ADP
ijassa-1252	160	28	their	their	PRON
ijassa-1252	160	29	changes	change	NOUN
ijassa-1252	160	30	.	.	PUNCT
ijassa-1252	161	1	step	step	NOUN
ijassa-1252	161	2	2	2	NUM
ijassa-1252	161	3	.	.	PUNCT
ijassa-1252	162	1	we	we	PRON
ijassa-1252	162	2	check	check	VERB
ijassa-1252	162	3	if	if	SCONJ
ijassa-1252	162	4	the	the	DET
ijassa-1252	162	5	statistical	statistical	ADJ
ijassa-1252	162	6	properties	property	NOUN
ijassa-1252	162	7	of	of	ADP
ijassa-1252	162	8	the	the	DET
ijassa-1252	162	9	series	series	NOUN
ijassa-1252	162	10	of	of	ADP
ijassa-1252	162	11	the	the	DET
ijassa-1252	162	12	set	set	VERB
ijassa-1252	162	13	fi	fi	NOUN
ijassa-1252	162	14			NOUN
ijassa-1252	162	15	correspond	correspond	NOUN
ijassa-1252	162	16	to	to	ADP
ijassa-1252	162	17	the	the	DET
ijassa-1252	162	18	properties	property	NOUN
ijassa-1252	162	19	of	of	ADP
ijassa-1252	162	20	the	the	DET
ijassa-1252	162	21	targety	targety	NOUN
ijassa-1252	162	22	.	.	PUNCT
ijassa-1252	163	1	we	we	PRON
ijassa-1252	163	2	include	include	VERB
ijassa-1252	163	3	in	in	ADP
ijassa-1252	163	4	the	the	DET
ijassa-1252	163	5	forecast	forecast	NOUN
ijassa-1252	163	6	model	model	NOUN
ijassa-1252	163	7	only	only	ADV
ijassa-1252	163	8	those	those	DET
ijassa-1252	163	9	series	series	NOUN
ijassa-1252	163	10	from	from	ADP
ijassa-1252	163	11	fi	fi	ADJ
ijassa-1252	163	12			NOUN
ijassa-1252	163	13	,	,	PUNCT
ijassa-1252	163	14	which	which	PRON
ijassa-1252	163	15	have	have	VERB
ijassa-1252	163	16	the	the	DET
ijassa-1252	163	17	order	order	NOUN
ijassa-1252	163	18	of	of	ADP
ijassa-1252	163	19	integration	integration	NOUN
ijassa-1252	163	20	and	and	CCONJ
ijassa-1252	163	21	seasonality	seasonality	NOUN
ijassa-1252	163	22	index	index	NOUN
ijassa-1252	163	23	equal	equal	ADJ
ijassa-1252	163	24	to	to	ADP
ijassa-1252	163	25	the	the	DET
ijassa-1252	163	26	corresponding	corresponding	ADJ
ijassa-1252	163	27	characteristics	characteristic	NOUN
ijassa-1252	163	28	of	of	ADP
ijassa-1252	163	29	the	the	DET
ijassa-1252	163	30	series	series	NOUN
ijassa-1252	163	31	y	y	PROPN
ijassa-1252	163	32	.	.	PUNCT
ijassa-1252	164	1	step	step	NOUN
ijassa-1252	164	2	3	3	NUM
ijassa-1252	164	3	.	.	PUNCT
ijassa-1252	165	1	granger	granger	PROPN
ijassa-1252	165	2	causality	causality	PROPN
ijassa-1252	165	3	check	check	NOUN
ijassa-1252	165	4	[	[	X
ijassa-1252	165	5	24	24	NUM
ijassa-1252	165	6	]	]	PUNCT
ijassa-1252	165	7	of	of	ADP
ijassa-1252	165	8	the	the	DET
ijassa-1252	165	9	series	series	NOUN
ijassa-1252	165	10	from	from	ADP
ijassa-1252	165	11	fi	fi	NOUN
ijassa-1252	165	12			NOUN
ijassa-1252	165	13	relative	relative	ADJ
ijassa-1252	165	14	to	to	ADP
ijassa-1252	165	15	the	the	DET
ijassa-1252	165	16	target	target	NOUN
ijassa-1252	165	17	indicator	indicator	NOUN
ijassa-1252	165	18	y	y	PROPN
ijassa-1252	165	19	.	.	PUNCT
ijassa-1252	166	1	for	for	ADP
ijassa-1252	166	2	each	each	DET
ijassa-1252	166	3	group	group	NOUN
ijassa-1252	166	4	,	,	PUNCT
ijassa-1252	166	5	we	we	PRON
ijassa-1252	166	6	form	form	VERB
ijassa-1252	166	7	variants	variant	NOUN
ijassa-1252	166	8	of	of	ADP
ijassa-1252	166	9	the	the	DET
ijassa-1252	166	10	var	var	NOUN
ijassa-1252	166	11	models	model	NOUN
ijassa-1252	166	12	that	that	PRON
ijassa-1252	166	13	include	include	VERB
ijassa-1252	166	14	the	the	DET
ijassa-1252	166	15	target	target	NOUN
ijassa-1252	166	16	indicator	indicator	NOUN
ijassa-1252	166	17	and	and	CCONJ
ijassa-1252	166	18	the	the	DET
ijassa-1252	166	19	series	series	NOUN
ijassa-1252	166	20	from	from	ADP
ijassa-1252	166	21	fi	fi	NOUN
ijassa-1252	166	22			NOUN
ijassa-1252	166	23	.we	.we	PUNCT
ijassa-1252	166	24	exclude	exclude	VERB
ijassa-1252	166	25	a	a	DET
ijassa-1252	166	26	series	series	NOUN
ijassa-1252	166	27	fi	fi	NOUN
ijassa-1252	166	28	ix	ix	ADP
ijassa-1252	166	29			PROPN
ijassa-1252	166	30			PROPN
ijassa-1252	166	31	from	from	ADP
ijassa-1252	166	32	further	further	ADJ
ijassa-1252	166	33	analysis	analysis	NOUN
ijassa-1252	166	34	if	if	SCONJ
ijassa-1252	166	35	it	it	PRON
ijassa-1252	166	36	is	be	AUX
ijassa-1252	166	37	not	not	PART
ijassa-1252	166	38	granger	granger	PROPN
ijassa-1252	166	39	causal	causal	PROPN
ijassa-1252	166	40	for	for	ADP
ijassa-1252	166	41	the	the	DET
ijassa-1252	166	42	target	target	NOUN
ijassa-1252	166	43	indicator	indicator	NOUN
ijassa-1252	166	44	.	.	PUNCT
ijassa-1252	167	1	step	step	NOUN
ijassa-1252	167	2	4	4	NUM
ijassa-1252	167	3	.	.	PUNCT
ijassa-1252	168	1	building	building	NOUN
ijassa-1252	168	2	models	model	NOUN
ijassa-1252	168	3	.	.	PUNCT
ijassa-1252	169	1	for	for	ADP
ijassa-1252	169	2	series	series	NOUN
ijassa-1252	169	3	with	with	ADP
ijassa-1252	169	4	a	a	DET
ijassa-1252	169	5	unit	unit	NOUN
ijassa-1252	169	6	root	root	NOUN
ijassa-1252	169	7	,	,	PUNCT
ijassa-1252	169	8	regression	regression	NOUN
ijassa-1252	169	9	models	model	NOUN
ijassa-1252	169	10	linking	link	VERB
ijassa-1252	169	11	the	the	DET
ijassa-1252	169	12	past	past	ADJ
ijassa-1252	169	13	values	value	NOUN
ijassa-1252	169	14	of	of	ADP
ijassa-1252	169	15	the	the	DET
ijassa-1252	169	16	series	series	NOUN
ijassa-1252	169	17	y	y	PROPN
ijassa-1252	169	18	with	with	ADP
ijassa-1252	169	19	its	its	PRON
ijassa-1252	169	20	current	current	ADJ
ijassa-1252	169	21	values	value	NOUN
ijassa-1252	169	22	and	and	CCONJ
ijassa-1252	169	23	with	with	ADP
ijassa-1252	169	24	the	the	DET
ijassa-1252	169	25	values	value	NOUN
ijassa-1252	169	26	of	of	ADP
ijassa-1252	169	27	the	the	DET
ijassa-1252	169	28	series	series	NOUN
ijassa-1252	169	29	from	from	ADP
ijassa-1252	169	30	fi	fi	NOUN
ijassa-1252	169	31			NOUN
ijassa-1252	169	32	,	,	PUNCT
ijassa-1252	169	33	describe	describe	VERB
ijassa-1252	169	34	a	a	DET
ijassa-1252	169	35	spurious	spurious	ADJ
ijassa-1252	169	36	regression	regression	NOUN
ijassa-1252	169	37	if	if	SCONJ
ijassa-1252	169	38	there	there	PRON
ijassa-1252	169	39	is	be	VERB
ijassa-1252	169	40	no	no	DET
ijassa-1252	169	41	cointegration	cointegration	NOUN
ijassa-1252	169	42	between	between	ADP
ijassa-1252	169	43	the	the	DET
ijassa-1252	169	44	series	series	NOUN
ijassa-1252	169	45	included	include	VERB
ijassa-1252	169	46	in	in	ADP
ijassa-1252	169	47	the	the	DET
ijassa-1252	169	48	model	model	NOUN
ijassa-1252	170	1	[	[	X
ijassa-1252	170	2	17	17	NUM
ijassa-1252	170	3	]	]	PUNCT
ijassa-1252	170	4	.	.	PUNCT
ijassa-1252	171	1	for	for	ADP
ijassa-1252	171	2	these	these	DET
ijassa-1252	171	3	series	series	NOUN
ijassa-1252	171	4	we	we	PRON
ijassa-1252	171	5	build	build	VERB
ijassa-1252	171	6	var	var	NOUN
ijassa-1252	171	7	-	-	PUNCT
ijassa-1252	171	8	models	model	NOUN
ijassa-1252	171	9	,	,	PUNCT
ijassa-1252	171	10	taking	take	VERB
ijassa-1252	171	11	the	the	DET
ijassa-1252	171	12	necessary	necessary	ADJ
ijassa-1252	171	13	number	number	NOUN
ijassa-1252	171	14	of	of	ADP
ijassa-1252	171	15	differences	difference	NOUN
ijassa-1252	171	16	in	in	ADP
ijassa-1252	171	17	advance	advance	NOUN
ijassa-1252	171	18	,	,	PUNCT
ijassa-1252	171	19	but	but	CCONJ
ijassa-1252	171	20	such	such	ADJ
ijassa-1252	171	21	var	var	NOUN
ijassa-1252	171	22	-	-	PUNCT
ijassa-1252	171	23	models	model	NOUN
ijassa-1252	171	24	reflect	reflect	VERB
ijassa-1252	171	25	only	only	ADV
ijassa-1252	171	26	short	short	ADJ
ijassa-1252	171	27	-	-	PUNCT
ijassa-1252	171	28	term	term	NOUN
ijassa-1252	171	29	dependence	dependence	NOUN
ijassa-1252	171	30	.	.	PUNCT
ijassa-1252	172	1	if	if	SCONJ
ijassa-1252	172	2	there	there	PRON
ijassa-1252	172	3	is	be	VERB
ijassa-1252	172	4	cointegration	cointegration	NOUN
ijassa-1252	172	5	between	between	ADP
ijassa-1252	172	6	the	the	DET
ijassa-1252	172	7	series	series	NOUN
ijassa-1252	172	8	,	,	PUNCT
ijassa-1252	172	9	we	we	PRON
ijassa-1252	172	10	build	build	VERB
ijassa-1252	172	11	a	a	DET
ijassa-1252	172	12	vec	vec	NOUN
ijassa-1252	172	13	model	model	NOUN
ijassa-1252	172	14	to	to	PART
ijassa-1252	172	15	build	build	VERB
ijassa-1252	172	16	a	a	DET
ijassa-1252	172	17	forecast	forecast	NOUN
ijassa-1252	172	18	that	that	PRON
ijassa-1252	172	19	allows	allow	VERB
ijassa-1252	172	20	us	we	PRON
ijassa-1252	172	21	to	to	PART
ijassa-1252	172	22	take	take	VERB
ijassa-1252	172	23	into	into	ADP
ijassa-1252	172	24	account	account	NOUN
ijassa-1252	172	25	the	the	DET
ijassa-1252	172	26	long	long	ADJ
ijassa-1252	172	27	-	-	PUNCT
ijassa-1252	172	28	term	term	NOUN
ijassa-1252	172	29	dynamics	dynamic	NOUN
ijassa-1252	172	30	of	of	ADP
ijassa-1252	172	31	the	the	DET
ijassa-1252	172	32	series	series	NOUN
ijassa-1252	172	33	.	.	PUNCT
ijassa-1252	173	1	the	the	DET
ijassa-1252	173	2	construction	construction	NOUN
ijassa-1252	173	3	of	of	ADP
ijassa-1252	173	4	var	var	NOUN
ijassa-1252	173	5	and	and	CCONJ
ijassa-1252	173	6	vec	vec	PROPN
ijassa-1252	173	7	models	model	NOUN
ijassa-1252	173	8	is	be	AUX
ijassa-1252	173	9	associated	associate	VERB
ijassa-1252	173	10	with	with	ADP
ijassa-1252	173	11	the	the	DET
ijassa-1252	173	12	estimation	estimation	NOUN
ijassa-1252	173	13	of	of	ADP
ijassa-1252	173	14	a	a	DET
ijassa-1252	173	15	large	large	ADJ
ijassa-1252	173	16	volume	volume	NOUN
ijassa-1252	173	17	of	of	ADP
ijassa-1252	173	18	parameters	parameter	NOUN
ijassa-1252	173	19	:	:	PUNCT
ijassa-1252	173	20	variables	variable	NOUN
ijassa-1252	173	21	,	,	PUNCT
ijassa-1252	173	22	lags	lag	NOUN
ijassa-1252	173	23	of	of	ADP
ijassa-1252	173	24	variables	variable	NOUN
ijassa-1252	173	25	,	,	PUNCT
ijassa-1252	173	26	constants	constant	NOUN
ijassa-1252	173	27	and	and	CCONJ
ijassa-1252	173	28	coefficients	coefficient	NOUN
ijassa-1252	173	29	of	of	ADP
ijassa-1252	173	30	trend	trend	NOUN
ijassa-1252	173	31	,	,	PUNCT
ijassa-1252	173	32	coefficients	coefficient	NOUN
ijassa-1252	173	33	of	of	ADP
ijassa-1252	173	34	error	error	NOUN
ijassa-1252	173	35	correction	correction	NOUN
ijassa-1252	173	36	equations	equation	NOUN
ijassa-1252	173	37	correction	correction	NOUN
ijassa-1252	173	38	term	term	NOUN
ijassa-1252	173	39	(	(	PUNCT
ijassa-1252	173	40	in	in	ADP
ijassa-1252	173	41	the	the	DET
ijassa-1252	173	42	case	case	NOUN
ijassa-1252	173	43	of	of	ADP
ijassa-1252	173	44	vec	vec	PROPN
ijassa-1252	173	45	models	model	NOUN
ijassa-1252	173	46	)	)	PUNCT
ijassa-1252	173	47	.	.	PUNCT
ijassa-1252	174	1	the	the	DET
ijassa-1252	174	2	volume	volume	NOUN
ijassa-1252	174	3	of	of	ADP
ijassa-1252	174	4	estimated	estimate	VERB
ijassa-1252	174	5	parameters	parameter	NOUN
ijassa-1252	174	6	increases	increase	VERB
ijassa-1252	174	7	with	with	ADP
ijassa-1252	174	8	the	the	DET
ijassa-1252	174	9	number	number	NOUN
ijassa-1252	174	10	of	of	ADP
ijassa-1252	174	11	variables	variable	NOUN
ijassa-1252	174	12	included	include	VERB
ijassa-1252	174	13	in	in	ADP
ijassa-1252	174	14	the	the	DET
ijassa-1252	174	15	model	model	NOUN
ijassa-1252	174	16	,	,	PUNCT
ijassa-1252	174	17	and	and	CCONJ
ijassa-1252	174	18	large	large	ADJ
ijassa-1252	174	19	samples	sample	NOUN
ijassa-1252	174	20	are	be	AUX
ijassa-1252	174	21	required	require	VERB
ijassa-1252	174	22	to	to	PART
ijassa-1252	174	23	obtain	obtain	VERB
ijassa-1252	174	24	consistent	consistent	ADJ
ijassa-1252	174	25	estimates	estimate	NOUN
ijassa-1252	174	26	of	of	ADP
ijassa-1252	174	27	model	model	NOUN
ijassa-1252	174	28	parameters	parameter	NOUN
ijassa-1252	174	29	.	.	PUNCT
ijassa-1252	175	1	we	we	PRON
ijassa-1252	175	2	consider	consider	VERB
ijassa-1252	175	3	series	series	NOUN
ijassa-1252	175	4	in	in	ADP
ijassa-1252	175	5	which	which	PRON
ijassa-1252	175	6	the	the	DET
ijassa-1252	175	7	length	length	NOUN
ijassa-1252	175	8	of	of	ADP
ijassa-1252	175	9	intervals	interval	NOUN
ijassa-1252	175	10	without	without	ADP
ijassa-1252	175	11	structural	structural	ADJ
ijassa-1252	175	12	shifts	shift	NOUN
ijassa-1252	175	13	rarely	rarely	ADV
ijassa-1252	175	14	exceeds	exceed	VERB
ijassa-1252	175	15	45	45	NUM
ijassa-1252	175	16	years	year	NOUN
ijassa-1252	175	17	,	,	PUNCT
ijassa-1252	175	18	which	which	PRON
ijassa-1252	175	19	even	even	ADV
ijassa-1252	175	20	for	for	ADP
ijassa-1252	175	21	monthly	monthly	ADJ
ijassa-1252	175	22	data	data	NOUN
ijassa-1252	175	23	is	be	AUX
ijassa-1252	175	24	about	about	ADV
ijassa-1252	175	25	50	50	NUM
ijassa-1252	175	26	-	-	SYM
ijassa-1252	175	27	60	60	NUM
ijassa-1252	175	28	points	point	NOUN
ijassa-1252	175	29	.	.	PUNCT
ijassa-1252	176	1	with	with	ADP
ijassa-1252	176	2	increasing	increase	VERB
ijassa-1252	176	3	data	data	NOUN
ijassa-1252	176	4	scale	scale	NOUN
ijassa-1252	176	5	(	(	PUNCT
ijassa-1252	176	6	transition	transition	NOUN
ijassa-1252	176	7	to	to	ADP
ijassa-1252	176	8	2	2	NUM
ijassa-1252	176	9	-	-	PUNCT
ijassa-1252	176	10	month	month	NOUN
ijassa-1252	176	11	,	,	PUNCT
ijassa-1252	176	12	quarterly	quarterly	ADJ
ijassa-1252	176	13	,	,	PUNCT
ijassa-1252	176	14	semi	semi	ADJ
ijassa-1252	176	15	-	-	ADJ
ijassa-1252	176	16	annual	annual	ADJ
ijassa-1252	176	17	data	datum	NOUN
ijassa-1252	176	18	,	,	PUNCT
ijassa-1252	176	19	etc	etc	X
ijassa-1252	176	20	.	.	X
ijassa-1252	176	21	)	)	PUNCT
ijassa-1252	176	22	,	,	PUNCT
ijassa-1252	176	23	the	the	DET
ijassa-1252	176	24	sample	sample	NOUN
ijassa-1252	176	25	size	size	NOUN
ijassa-1252	176	26	decreases	decrease	VERB
ijassa-1252	176	27	significantly	significantly	ADV
ijassa-1252	176	28	,	,	PUNCT
ijassa-1252	176	29	therefore	therefore	ADV
ijassa-1252	176	30	,	,	PUNCT
ijassa-1252	176	31	in	in	ADP
ijassa-1252	176	32	order	order	NOUN
ijassa-1252	176	33	to	to	PART
ijassa-1252	176	34	obtain	obtain	VERB
ijassa-1252	176	35	statistically	statistically	ADV
ijassa-1252	176	36	significant	significant	ADJ
ijassa-1252	176	37	results	result	NOUN
ijassa-1252	176	38	,	,	PUNCT
ijassa-1252	176	39	it	it	PRON
ijassa-1252	176	40	is	be	AUX
ijassa-1252	176	41	necessary	necessary	ADJ
ijassa-1252	176	42	to	to	PART
ijassa-1252	176	43	reduce	reduce	VERB
ijassa-1252	176	44	the	the	DET
ijassa-1252	176	45	number	number	NOUN
ijassa-1252	176	46	of	of	ADP
ijassa-1252	176	47	regressors	regressor	NOUN
ijassa-1252	176	48	,	,	PUNCT
ijassa-1252	176	49	included	include	VERB
ijassa-1252	176	50	in	in	ADP
ijassa-1252	176	51	the	the	DET
ijassa-1252	176	52	model	model	NOUN
ijassa-1252	176	53	.	.	PUNCT
ijassa-1252	177	1	134	134	NUM
ijassa-1252	177	2	z.k	z.k	AUX
ijassa-1252	177	3	.	.	PUNCT
ijassa-1252	177	4	avdeeva	avdeeva	PROPN
ijassa-1252	177	5	,	,	PUNCT
ijassa-1252	177	6	e.a	e.a	PROPN
ijassa-1252	177	7	.	.	PROPN
ijassa-1252	177	8	grebenuyk	grebenuyk	PROPN
ijassa-1252	177	9	,	,	PUNCT
ijassa-1252	178	1	s.v	s.v	PROPN
ijassa-1252	178	2	.	.	PROPN
ijassa-1252	178	3	kovriga	kovriga	PROPN
ijassa-1252	178	4	copyright	copyright	NOUN
ijassa-1252	178	5	©	©	PROPN
ijassa-1252	178	6	2022	2022	NUM
ijassa-1252	178	7	assa	assa	PROPN
ijassa-1252	178	8	adv	adv	PROPN
ijassa-1252	178	9	.	.	PUNCT
ijassa-1252	179	1	in	in	ADP
ijassa-1252	179	2	systems	system	NOUN
ijassa-1252	179	3	science	science	NOUN
ijassa-1252	179	4	and	and	CCONJ
ijassa-1252	179	5	appl	appl	NOUN
ijassa-1252	179	6	.	.	PUNCT
ijassa-1252	180	1	(	(	PUNCT
ijassa-1252	180	2	2022	2022	NUM
ijassa-1252	180	3	)	)	PUNCT
ijassa-1252	180	4	according	accord	VERB
ijassa-1252	180	5	to	to	ADP
ijassa-1252	180	6	the	the	DET
ijassa-1252	180	7	results	result	NOUN
ijassa-1252	180	8	of	of	ADP
ijassa-1252	180	9	our	our	PRON
ijassa-1252	180	10	experiments	experiment	NOUN
ijassa-1252	180	11	on	on	ADP
ijassa-1252	180	12	real	real	ADJ
ijassa-1252	180	13	data	datum	NOUN
ijassa-1252	180	14	,	,	PUNCT
ijassa-1252	180	15	we	we	PRON
ijassa-1252	180	16	chose	choose	VERB
ijassa-1252	180	17	models	model	NOUN
ijassa-1252	180	18	with	with	ADP
ijassa-1252	180	19	two	two	NUM
ijassa-1252	180	20	and	and	CCONJ
ijassa-1252	180	21	three	three	NUM
ijassa-1252	180	22	variables	variable	NOUN
ijassa-1252	180	23	for	for	ADP
ijassa-1252	180	24	monthly	monthly	ADJ
ijassa-1252	180	25	data	datum	NOUN
ijassa-1252	180	26	,	,	PUNCT
ijassa-1252	180	27	and	and	CCONJ
ijassa-1252	180	28	models	model	NOUN
ijassa-1252	180	29	with	with	ADP
ijassa-1252	180	30	two	two	NUM
ijassa-1252	180	31	variables	variable	NOUN
ijassa-1252	180	32	for	for	ADP
ijassa-1252	180	33	quarterly	quarterly	ADJ
ijassa-1252	180	34	data	datum	NOUN
ijassa-1252	180	35	.	.	PUNCT
ijassa-1252	181	1	analysis	analysis	NOUN
ijassa-1252	181	2	of	of	ADP
ijassa-1252	181	3	the	the	DET
ijassa-1252	181	4	dynamics	dynamic	NOUN
ijassa-1252	181	5	of	of	ADP
ijassa-1252	181	6	annual	annual	ADJ
ijassa-1252	181	7	and	and	CCONJ
ijassa-1252	181	8	semi	semi	ADJ
ijassa-1252	181	9	-	-	ADJ
ijassa-1252	181	10	annual	annual	ADJ
ijassa-1252	181	11	data	datum	NOUN
ijassa-1252	181	12	we	we	PRON
ijassa-1252	181	13	performed	perform	VERB
ijassa-1252	181	14	according	accord	VERB
ijassa-1252	181	15	to	to	ADP
ijassa-1252	181	16	the	the	DET
ijassa-1252	181	17	arima	arima	NOUN
ijassa-1252	181	18	models	model	NOUN
ijassa-1252	181	19	built	build	VERB
ijassa-1252	181	20	for	for	ADP
ijassa-1252	181	21	the	the	DET
ijassa-1252	181	22	series	series	NOUN
ijassa-1252	181	23	y	y	PROPN
ijassa-1252	181	24	.	.	PUNCT
ijassa-1252	182	1	in	in	ADP
ijassa-1252	182	2	order	order	NOUN
ijassa-1252	182	3	to	to	PART
ijassa-1252	182	4	take	take	VERB
ijassa-1252	182	5	into	into	ADP
ijassa-1252	182	6	account	account	NOUN
ijassa-1252	182	7	,	,	PUNCT
ijassa-1252	182	8	the	the	DET
ijassa-1252	182	9	possible	possible	ADJ
ijassa-1252	182	10	effects	effect	NOUN
ijassa-1252	182	11	on	on	ADP
ijassa-1252	182	12	the	the	DET
ijassa-1252	182	13	values	value	NOUN
ijassa-1252	182	14	of	of	ADP
ijassa-1252	182	15	the	the	DET
ijassa-1252	182	16	target	target	NOUN
ijassa-1252	182	17	indicator	indicator	NOUN
ijassa-1252	182	18	of	of	ADP
ijassa-1252	182	19	all	all	DET
ijassa-1252	182	20	the	the	DET
ijassa-1252	182	21	series	series	NOUN
ijassa-1252	182	22	of	of	ADP
ijassa-1252	182	23	the	the	DET
ijassa-1252	182	24	group	group	NOUN
ijassa-1252	182	25	that	that	PRON
ijassa-1252	182	26	have	have	VERB
ijassa-1252	182	27	an	an	DET
ijassa-1252	182	28	impact	impact	NOUN
ijassa-1252	182	29	on	on	ADP
ijassa-1252	182	30	it	it	PRON
ijassa-1252	182	31	,	,	PUNCT
ijassa-1252	182	32	we	we	PRON
ijassa-1252	182	33	use	use	VERB
ijassa-1252	182	34	an	an	DET
ijassa-1252	182	35	ensemble	ensemble	NOUN
ijassa-1252	182	36	of	of	ADP
ijassa-1252	182	37	models	model	NOUN
ijassa-1252	182	38	,	,	PUNCT
ijassa-1252	182	39	because	because	SCONJ
ijassa-1252	182	40	as	as	SCONJ
ijassa-1252	182	41	the	the	DET
ijassa-1252	182	42	results	result	NOUN
ijassa-1252	182	43	of	of	ADP
ijassa-1252	182	44	research	research	NOUN
ijassa-1252	182	45	[	[	X
ijassa-1252	182	46	25	25	NUM
ijassa-1252	182	47	]	]	PUNCT
ijassa-1252	182	48	show	show	NOUN
ijassa-1252	182	49	,	,	PUNCT
ijassa-1252	182	50	estimates	estimate	NOUN
ijassa-1252	182	51	by	by	ADP
ijassa-1252	182	52	ensembles	ensemble	NOUN
ijassa-1252	182	53	of	of	ADP
ijassa-1252	182	54	models	model	NOUN
ijassa-1252	182	55	allow	allow	VERB
ijassa-1252	182	56	us	we	PRON
ijassa-1252	182	57	to	to	PART
ijassa-1252	182	58	obtain	obtain	VERB
ijassa-1252	182	59	more	more	ADV
ijassa-1252	182	60	accurate	accurate	ADJ
ijassa-1252	182	61	forecasts	forecast	NOUN
ijassa-1252	182	62	.	.	PUNCT
ijassa-1252	183	1	step	step	NOUN
ijassa-1252	183	2	5	5	NUM
ijassa-1252	183	3	.	.	PUNCT
ijassa-1252	184	1	for	for	ADP
ijassa-1252	184	2	each	each	PRON
ijassa-1252	184	3	of	of	ADP
ijassa-1252	184	4	the	the	DET
ijassa-1252	184	5	sf	sf	NOUN
ijassa-1252	184	6	-	-	PUNCT
ijassa-1252	184	7	groups	group	NOUN
ijassa-1252	184	8	we	we	PRON
ijassa-1252	184	9	construct	construct	VERB
ijassa-1252	184	10	forecasts	forecast	NOUN
ijassa-1252	184	11	for	for	ADP
ijassa-1252	184	12	ensembles	ensemble	NOUN
ijassa-1252	184	13	of	of	ADP
ijassa-1252	184	14	models	model	NOUN
ijassa-1252	184	15	at	at	ADP
ijassa-1252	184	16	different	different	ADJ
ijassa-1252	184	17	time	time	NOUN
ijassa-1252	184	18	scales	scale	NOUN
ijassa-1252	184	19	.	.	PUNCT
ijassa-1252	185	1	forecast	forecast	NOUN
ijassa-1252	185	2	construction	construction	NOUN
ijassa-1252	185	3	for	for	ADP
ijassa-1252	185	4	individual	individual	ADJ
ijassa-1252	185	5	sf	sf	NOUN
ijassa-1252	185	6	-	-	PUNCT
ijassa-1252	185	7	groups	group	NOUN
ijassa-1252	185	8	on	on	ADP
ijassa-1252	185	9	a	a	DET
ijassa-1252	185	10	certain	certain	ADJ
ijassa-1252	185	11	time	time	NOUN
ijassa-1252	185	12	scale	scale	NOUN
ijassa-1252	185	13	includes	include	VERB
ijassa-1252	185	14	:	:	PUNCT
ijassa-1252	185	15			NOUN
ijassa-1252	185	16	evaluating	evaluate	VERB
ijassa-1252	185	17	the	the	DET
ijassa-1252	185	18	quality	quality	NOUN
ijassa-1252	185	19	of	of	ADP
ijassa-1252	185	20	the	the	DET
ijassa-1252	185	21	built	build	VERB
ijassa-1252	185	22	models	model	NOUN
ijassa-1252	185	23	by	by	ADP
ijassa-1252	185	24	schwartz	schwartz	PROPN
ijassa-1252	185	25	's	's	PART
ijassa-1252	185	26	criterion	criterion	NOUN
ijassa-1252	185	27	,	,	PUNCT
ijassa-1252	185	28	1	1	NUM
ijassa-1252	185	29	2	2	NUM
ijassa-1252	185	30	,	,	PUNCT
ijassa-1252	185	31	,	,	PUNCT
ijassa-1252	185	32	...	...	PUNCT
ijassa-1252	185	33	,	,	PUNCT
ijassa-1252	185	34	,	,	PUNCT
ijassa-1252	185	35	jkr	jkr	PROPN
ijassa-1252	185	36	r	r	NOUN
ijassa-1252	185	37	r	r	NOUN
ijassa-1252	185	38	where	where	SCONJ
ijassa-1252	185	39	ir	ir	PROPN
ijassa-1252	185	40	is	be	AUX
ijassa-1252	185	41	the	the	DET
ijassa-1252	185	42	value	value	NOUN
ijassa-1252	185	43	of	of	ADP
ijassa-1252	185	44	the	the	DET
ijassa-1252	185	45	schwartz	schwartz	PROPN
ijassa-1252	185	46	criterion	criterion	NOUN
ijassa-1252	185	47	of	of	ADP
ijassa-1252	185	48	the	the	DET
ijassa-1252	185	49	model	model	NOUN
ijassa-1252	185	50	number	number	NOUN
ijassa-1252	185	51	,	,	PUNCT
ijassa-1252	185	52	i	i	PRON
ijassa-1252	185	53	jk	jk	PROPN
ijassa-1252	185	54	is	be	AUX
ijassa-1252	185	55	the	the	DET
ijassa-1252	185	56	quantity	quantity	NOUN
ijassa-1252	185	57	of	of	ADP
ijassa-1252	185	58	models	model	NOUN
ijassa-1252	185	59	in	in	ADP
ijassa-1252	185	60	sf	sf	NOUN
ijassa-1252	185	61	-	-	PUNCT
ijassa-1252	185	62	group	group	NOUN
ijassa-1252	185	63	,	,	PUNCT
ijassa-1252	185	64	1	1	NUM
ijassa-1252	185	65	,	,	PUNCT
ijassa-1252	185	66	2,	2,	NUM
ijassa-1252	185	67	...	...	PUNCT
ijassa-1252	185	68	,j	,j	PUNCT
ijassa-1252	185	69	j	j	PROPN
ijassa-1252	185	70	m	m	NOUN
ijassa-1252	185	71	;	;	PUNCT
ijassa-1252	185	72	calculation	calculation	NOUN
ijassa-1252	185	73	of	of	ADP
ijassa-1252	185	74	the	the	DET
ijassa-1252	185	75	average	average	ADJ
ijassa-1252	185	76	value	value	NOUN
ijassa-1252	185	77	of	of	ADP
ijassa-1252	185	78	the	the	DET
ijassa-1252	185	79	schwartz	schwartz	PROPN
ijassa-1252	185	80	criterion	criterion	NOUN
ijassa-1252	185	81	for	for	ADP
ijassa-1252	185	82	each	each	DET
ijassa-1252	185	83	sf	sf	NOUN
ijassa-1252	185	84	-	-	PUNCT
ijassa-1252	185	85	group	group	NOUN
ijassa-1252	185	86	:	:	PUNCT
ijassa-1252	186	1	1	1	NUM
ijassa-1252	186	2	1	1	NUM
ijassa-1252	186	3	jk	jk	PROPN
ijassa-1252	186	4	j	j	PROPN
ijassa-1252	186	5	ii	ii	PROPN
ijassa-1252	186	6	j	j	PROPN
ijassa-1252	186	7	r	r	NOUN
ijassa-1252	186	8	r	r	NOUN
ijassa-1252	187	1	k	k	NOUN
ijassa-1252	188	1			NUM
ijassa-1252	189	1			ADJ
ijassa-1252	189	2			NOUN
ijassa-1252	189	3	;	;	PUNCT
ijassa-1252	189	4			NOUN
ijassa-1252	189	5	calculation	calculation	NOUN
ijassa-1252	189	6	of	of	ADP
ijassa-1252	189	7	forecast	forecast	NOUN
ijassa-1252	189	8	weights	weight	VERB
ijassa-1252	189	9	1	1	NUM
ijassa-1252	189	10	2	2	NUM
ijassa-1252	189	11	,	,	PUNCT
ijassa-1252	189	12	,	,	PUNCT
ijassa-1252	189	13	...	...	PUNCT
ijassa-1252	189	14	,	,	PUNCT
ijassa-1252	189	15	jkw	jkw	AUX
ijassa-1252	189	16	w	w	PROPN
ijassa-1252	189	17	w	w	NOUN
ijassa-1252	189	18	for	for	ADP
ijassa-1252	189	19	each	each	PRON
ijassa-1252	189	20	of	of	ADP
ijassa-1252	189	21	the	the	DET
ijassa-1252	189	22	models	model	NOUN
ijassa-1252	189	23	in	in	ADP
ijassa-1252	189	24	the	the	DET
ijassa-1252	189	25	sf	sf	NOUN
ijassa-1252	189	26	-	-	PUNCT
ijassa-1252	189	27	group	group	NOUN
ijassa-1252	189	28	by	by	ADP
ijassa-1252	189	29	the	the	DET
ijassa-1252	189	30	formula	formula	NOUN
ijassa-1252	189	31	:	:	PUNCT
ijassa-1252	189	32	1	1	NUM
ijassa-1252	189	33	,	,	PUNCT
ijassa-1252	189	34	1,2	1,2	NUM
ijassa-1252	189	35	,	,	PUNCT
ijassa-1252	189	36	...	...	PUNCT
ijassa-1252	189	37	,	,	PUNCT
ijassa-1252	189	38	,	,	PUNCT
ijassa-1252	189	39	j	j	PROPN
ijassa-1252	189	40	j	j	PROPN
ijassa-1252	189	41	k	k	PROPN
ijassa-1252	189	42	jk	jk	PROPN
ijassa-1252	189	43	ii	ii	PROPN
ijassa-1252	190	1	p	p	PROPN
ijassa-1252	190	2	w	w	PROPN
ijassa-1252	190	3	k	k	PROPN
ijassa-1252	191	1	k	k	PROPN
ijassa-1252	191	2	p	p	X
ijassa-1252	192	1			ADJ
ijassa-1252	192	2			NUM
ijassa-1252	193	1			NOUN
ijassa-1252	193	2			X
ijassa-1252	194	1	where	where	SCONJ
ijassa-1252	194	2	1	1	X
ijassa-1252	194	3	,	,	PUNCT
ijassa-1252	194	4	i	i	PRON
ijassa-1252	195	1	i	i	PRON
ijassa-1252	195	2	p	p	VERB
ijassa-1252	196	1	r	r	NOUN
ijassa-1252	196	2			PROPN
ijassa-1252	196	3	j	j	PROPN
ijassa-1252	196	4	is	be	AUX
ijassa-1252	196	5	a	a	DET
ijassa-1252	196	6	number	number	NOUN
ijassa-1252	196	7	of	of	ADP
ijassa-1252	196	8	sf	sf	NOUN
ijassa-1252	196	9	-	-	PUNCT
ijassa-1252	196	10	group	group	NOUN
ijassa-1252	196	11	;	;	PUNCT
ijassa-1252	196	12			NOUN
ijassa-1252	196	13	formation	formation	NOUN
ijassa-1252	196	14	of	of	ADP
ijassa-1252	196	15	the	the	DET
ijassa-1252	196	16	forecast	forecast	NOUN
ijassa-1252	196	17	by	by	ADP
ijassa-1252	196	18	the	the	DET
ijassa-1252	196	19	ensemble	ensemble	NOUN
ijassa-1252	196	20	of	of	ADP
ijassa-1252	196	21	models	model	NOUN
ijassa-1252	196	22	,	,	PUNCT
ijassa-1252	196	23	built	build	VERB
ijassa-1252	196	24	using	use	VERB
ijassa-1252	196	25	time	time	NOUN
ijassa-1252	196	26	series	series	NOUN
ijassa-1252	196	27	from	from	ADP
ijassa-1252	196	28	a	a	DET
ijassa-1252	196	29	separate	separate	ADJ
ijassa-1252	196	30	sf	sf	NOUN
ijassa-1252	196	31	-	-	NOUN
ijassa-1252	196	32	group	group	NOUN
ijassa-1252	196	33	,	,	PUNCT
ijassa-1252	196	34	by	by	ADP
ijassa-1252	196	35	the	the	DET
ijassa-1252	196	36	formula	formula	NOUN
ijassa-1252	196	37	:	:	PUNCT
ijassa-1252	196	38	1	1	NUM
ijassa-1252	196	39	jk	jk	NOUN
ijassa-1252	197	1	i	i	PRON
ijassa-1252	198	1	j	j	INTJ
ijassa-1252	199	1	i	i	PRON
ijassa-1252	199	2	ji	ji	INTJ
ijassa-1252	200	1	y	y	PROPN
ijassa-1252	200	2	wy	wy	PROPN
ijassa-1252	200	3			NUM
ijassa-1252	200	4			PROPN
ijassa-1252	200	5			PROPN
ijassa-1252	200	6			NOUN
ijassa-1252	200	7	(	(	PUNCT
ijassa-1252	200	8	4	4	NUM
ijassa-1252	200	9	)	)	PUNCT
ijassa-1252	200	10	where	where	SCONJ
ijassa-1252	200	11	i	i	PRON
ijassa-1252	200	12	jy	jy	PROPN
ijassa-1252	200	13			PROPN
ijassa-1252	200	14	is	be	AUX
ijassa-1252	200	15	the	the	DET
ijassa-1252	200	16	vector	vector	NOUN
ijassa-1252	200	17	of	of	ADP
ijassa-1252	200	18	forecasts	forecast	NOUN
ijassa-1252	200	19	for	for	ADP
ijassa-1252	200	20	the	the	DET
ijassa-1252	200	21	model	model	NOUN
ijassa-1252	200	22	with	with	ADP
ijassa-1252	200	23	number	number	NOUN
ijassa-1252	200	24	i	i	PRON
ijassa-1252	200	25	of	of	ADP
ijassa-1252	200	26	sf	sf	PROPN
ijassa-1252	200	27	-	-	PUNCT
ijassa-1252	200	28	group	group	NOUN
ijassa-1252	200	29	,	,	PUNCT
ijassa-1252	200	30	j	j	PROPN
ijassa-1252	200	31	1	1	NUM
ijassa-1252	200	32	,	,	PUNCT
ijassa-1252	200	33	2	2	NUM
ijassa-1252	200	34	,	,	PUNCT
ijassa-1252	200	35	...	...	PUNCT
ijassa-1252	200	36	,	,	PUNCT
ijassa-1252	200	37	.j	.j	PROPN
ijassa-1252	201	1	m	m	ADJ
ijassa-1252	201	2	the	the	DET
ijassa-1252	201	3	sizes	size	NOUN
ijassa-1252	201	4	of	of	ADP
ijassa-1252	201	5	vectors	vector	NOUN
ijassa-1252	201	6	are	be	AUX
ijassa-1252	201	7	12	12	NUM
ijassa-1252	201	8	,	,	PUNCT
ijassa-1252	201	9	4	4	NUM
ijassa-1252	201	10	,	,	PUNCT
ijassa-1252	201	11	2	2	NUM
ijassa-1252	201	12	,	,	PUNCT
ijassa-1252	201	13	1	1	NUM
ijassa-1252	201	14	,	,	PUNCT
ijassa-1252	201	15	respectively	respectively	ADV
ijassa-1252	201	16	,	,	PUNCT
ijassa-1252	201	17	depending	depend	VERB
ijassa-1252	201	18	on	on	ADP
ijassa-1252	201	19	the	the	DET
ijassa-1252	201	20	scale	scale	NOUN
ijassa-1252	201	21	.	.	PUNCT
ijassa-1252	202	1	for	for	ADP
ijassa-1252	202	2	each	each	DET
ijassa-1252	202	3	sf	sf	NOUN
ijassa-1252	202	4	-	-	PUNCT
ijassa-1252	202	5	group	group	NOUN
ijassa-1252	202	6	,	,	PUNCT
ijassa-1252	202	7	we	we	PRON
ijassa-1252	202	8	build	build	VERB
ijassa-1252	202	9	models	model	NOUN
ijassa-1252	202	10	using	use	VERB
ijassa-1252	202	11	monthly	monthly	ADV
ijassa-1252	202	12	,	,	PUNCT
ijassa-1252	202	13	quarterly	quarterly	ADJ
ijassa-1252	202	14	,	,	PUNCT
ijassa-1252	202	15	semi	semi	ADJ
ijassa-1252	202	16	-	-	ADJ
ijassa-1252	202	17	annual	annual	ADJ
ijassa-1252	202	18	,	,	PUNCT
ijassa-1252	202	19	and	and	CCONJ
ijassa-1252	202	20	annual	annual	ADJ
ijassa-1252	202	21	data	datum	NOUN
ijassa-1252	202	22	.	.	PUNCT
ijassa-1252	203	1	as	as	ADP
ijassa-1252	203	2	a	a	DET
ijassa-1252	203	3	result	result	NOUN
ijassa-1252	203	4	,	,	PUNCT
ijassa-1252	203	5	we	we	PRON
ijassa-1252	203	6	get	get	VERB
ijassa-1252	203	7	12	12	NUM
ijassa-1252	203	8	monthly	monthly	ADJ
ijassa-1252	203	9	forecasts	forecast	NOUN
ijassa-1252	203	10	,	,	PUNCT
ijassa-1252	203	11	four	four	NUM
ijassa-1252	203	12	quarterly	quarterly	ADJ
ijassa-1252	203	13	forecasts	forecast	NOUN
ijassa-1252	203	14	constructed	construct	VERB
ijassa-1252	203	15	using	use	VERB
ijassa-1252	203	16	ensembles	ensemble	NOUN
ijassa-1252	203	17	of	of	ADP
ijassa-1252	203	18	models	model	NOUN
ijassa-1252	203	19	,	,	PUNCT
ijassa-1252	203	20	two	two	NUM
ijassa-1252	203	21	semi	semi	ADJ
ijassa-1252	203	22	-	-	ADJ
ijassa-1252	203	23	annual	annual	ADJ
ijassa-1252	203	24	and	and	CCONJ
ijassa-1252	203	25	one	one	NUM
ijassa-1252	203	26	annual	annual	ADJ
ijassa-1252	203	27	forecasts	forecast	NOUN
ijassa-1252	203	28	constructed	construct	VERB
ijassa-1252	203	29	using	use	VERB
ijassa-1252	203	30	a	a	DET
ijassa-1252	203	31	time	time	NOUN
ijassa-1252	203	32	series	series	NOUN
ijassa-1252	203	33	of	of	ADP
ijassa-1252	203	34	target	target	NOUN
ijassa-1252	203	35	indicator	indicator	NOUN
ijassa-1252	203	36	.	.	PUNCT
ijassa-1252	204	1	step	step	NOUN
ijassa-1252	204	2	6	6	NUM
ijassa-1252	204	3	.	.	PUNCT
ijassa-1252	204	4	correction	correction	NOUN
ijassa-1252	204	5	of	of	ADP
ijassa-1252	204	6	forecasts	forecast	NOUN
ijassa-1252	204	7	of	of	ADP
ijassa-1252	204	8	sf	sf	NOUN
ijassa-1252	204	9	-	-	PUNCT
ijassa-1252	204	10	groups	group	NOUN
ijassa-1252	204	11	with	with	ADP
ijassa-1252	204	12	respect	respect	NOUN
ijassa-1252	204	13	to	to	ADP
ijassa-1252	204	14	time	time	NOUN
ijassa-1252	204	15	scales	scale	NOUN
ijassa-1252	204	16	.	.	PUNCT
ijassa-1252	205	1	we	we	PRON
ijassa-1252	205	2	adjust	adjust	VERB
ijassa-1252	205	3	the	the	DET
ijassa-1252	205	4	monthly	monthly	ADJ
ijassa-1252	205	5	forecasts	forecast	NOUN
ijassa-1252	205	6	jy	jy	PROPN
ijassa-1252	205	7			PROPN
ijassa-1252	205	8	(	(	PUNCT
ijassa-1252	205	9	equation	equation	NOUN
ijassa-1252	205	10	(	(	PUNCT
ijassa-1252	205	11	4	4	NUM
ijassa-1252	205	12	)	)	PUNCT
ijassa-1252	205	13	)	)	PUNCT
ijassa-1252	205	14	for	for	ADP
ijassa-1252	205	15	each	each	DET
ijassa-1252	205	16	sf	sf	NOUN
ijassa-1252	205	17	-	-	PUNCT
ijassa-1252	205	18	group	group	NOUN
ijassa-1252	205	19	𝑗	𝑗	NOUN
ijassa-1252	205	20	using	use	VERB
ijassa-1252	205	21	forecasts	forecast	NOUN
ijassa-1252	205	22	made	make	VERB
ijassa-1252	205	23	at	at	ADP
ijassa-1252	205	24	other	other	ADJ
ijassa-1252	205	25	time	time	NOUN
ijassa-1252	205	26	scales	scale	NOUN
ijassa-1252	205	27	.	.	PUNCT
ijassa-1252	206	1	we	we	PRON
ijassa-1252	206	2	adjust	adjust	VERB
ijassa-1252	206	3	the	the	DET
ijassa-1252	206	4	monthly	monthly	ADJ
ijassa-1252	206	5	forecasts	forecast	NOUN
ijassa-1252	206	6	for	for	ADP
ijassa-1252	206	7	march	march	PROPN
ijassa-1252	206	8	and	and	CCONJ
ijassa-1252	206	9	september	september	PROPN
ijassa-1252	206	10	by	by	ADP
ijassa-1252	206	11	quarterly	quarterly	ADJ
ijassa-1252	206	12	forecasts	forecast	NOUN
ijassa-1252	206	13	,	,	PUNCT
ijassa-1252	206	14	the	the	DET
ijassa-1252	206	15	forecast	forecast	NOUN
ijassa-1252	206	16	for	for	ADP
ijassa-1252	206	17	june	june	PROPN
ijassa-1252	206	18	with	with	ADP
ijassa-1252	206	19	quarterly	quarterly	ADJ
ijassa-1252	206	20	and	and	CCONJ
ijassa-1252	206	21	semi	semi	ADJ
ijassa-1252	206	22	-	-	ADJ
ijassa-1252	206	23	annual	annual	ADJ
ijassa-1252	206	24	forecasts	forecast	NOUN
ijassa-1252	206	25	,	,	PUNCT
ijassa-1252	206	26	and	and	CCONJ
ijassa-1252	206	27	the	the	DET
ijassa-1252	206	28	forecast	forecast	NOUN
ijassa-1252	206	29	for	for	ADP
ijassa-1252	206	30	december	december	PROPN
ijassa-1252	206	31	with	with	ADP
ijassa-1252	206	32	quarterly	quarterly	ADJ
ijassa-1252	206	33	,	,	PUNCT
ijassa-1252	206	34	semi	semi	ADJ
ijassa-1252	206	35	-	-	ADJ
ijassa-1252	206	36	annual	annual	ADJ
ijassa-1252	206	37	,	,	PUNCT
ijassa-1252	206	38	and	and	CCONJ
ijassa-1252	206	39	annual	annual	ADJ
ijassa-1252	206	40	forecasts	forecast	NOUN
ijassa-1252	206	41	.	.	PUNCT
ijassa-1252	207	1	we	we	PRON
ijassa-1252	207	2	calculate	calculate	VERB
ijassa-1252	207	3	the	the	DET
ijassa-1252	207	4	adjusted	adjust	VERB
ijassa-1252	207	5	forecast	forecast	NOUN
ijassa-1252	207	6	as	as	ADP
ijassa-1252	207	7	the	the	DET
ijassa-1252	207	8	weighted	weighted	ADJ
ijassa-1252	207	9	average	average	NOUN
ijassa-1252	207	10	of	of	ADP
ijassa-1252	207	11	the	the	DET
ijassa-1252	207	12	forecasts	forecast	NOUN
ijassa-1252	207	13	included	include	VERB
ijassa-1252	207	14	in	in	ADP
ijassa-1252	207	15	it	it	PRON
ijassa-1252	207	16	,	,	PUNCT
ijassa-1252	207	17	the	the	DET
ijassa-1252	207	18	weights	weight	NOUN
ijassa-1252	207	19	of	of	ADP
ijassa-1252	207	20	which	which	PRON
ijassa-1252	207	21	are	be	AUX
ijassa-1252	207	22	inversely	inversely	ADV
ijassa-1252	207	23	proportional	proportional	ADJ
ijassa-1252	207	24	to	to	ADP
ijassa-1252	207	25	the	the	DET
ijassa-1252	207	26	errors	error	NOUN
ijassa-1252	207	27	of	of	ADP
ijassa-1252	207	28	the	the	DET
ijassa-1252	207	29	forecasting	forecasting	NOUN
ijassa-1252	207	30	models	model	NOUN
ijassa-1252	207	31	calculated	calculate	VERB
ijassa-1252	207	32	at	at	ADP
ijassa-1252	207	33	the	the	DET
ijassa-1252	207	34	interval	interval	NOUN
ijassa-1252	207	35	of	of	ADP
ijassa-1252	207	36	model	model	NOUN
ijassa-1252	207	37	building	building	NOUN
ijassa-1252	207	38	.	.	PUNCT
ijassa-1252	208	1	step	step	NOUN
ijassa-1252	208	2	7	7	NUM
ijassa-1252	208	3	.	.	PUNCT
ijassa-1252	208	4	final	final	ADJ
ijassa-1252	208	5	forecast	forecast	NOUN
ijassa-1252	208	6	with	with	ADP
ijassa-1252	208	7	expert	expert	NOUN
ijassa-1252	208	8	information	information	NOUN
ijassa-1252	208	9	.	.	PUNCT
ijassa-1252	209	1	we	we	PRON
ijassa-1252	209	2	construct	construct	VERB
ijassa-1252	209	3	the	the	DET
ijassa-1252	209	4	final	final	ADJ
ijassa-1252	209	5	forecast	forecast	NOUN
ijassa-1252	209	6	as	as	ADP
ijassa-1252	209	7	a	a	DET
ijassa-1252	209	8	weighted	weighted	ADJ
ijassa-1252	209	9	average	average	NOUN
ijassa-1252	209	10	of	of	ADP
ijassa-1252	209	11	the	the	DET
ijassa-1252	209	12	sf	sf	PROPN
ijassa-1252	209	13	-	-	PUNCT
ijassa-1252	209	14	group	group	NOUN
ijassa-1252	209	15	weights	weight	NOUN
ijassa-1252	209	16	calculated	calculate	VERB
ijassa-1252	209	17	using	use	VERB
ijassa-1252	209	18	equation	equation	NOUN
ijassa-1252	209	19	(	(	PUNCT
ijassa-1252	209	20	3	3	NUM
ijassa-1252	209	21	)	)	PUNCT
ijassa-1252	209	22	(	(	PUNCT
ijassa-1252	209	23	section	section	NOUN
ijassa-1252	209	24	3.1	3.1	NUM
ijassa-1252	209	25	):	):	PUNCT
ijassa-1252	209	26	1	1	NUM
ijassa-1252	209	27	,	,	PUNCT
ijassa-1252	209	28	m	m	VERB
ijassa-1252	209	29	f	f	VERB
ijassa-1252	210	1	i	i	PRON
ijassa-1252	210	2	ji	ji	INTJ
ijassa-1252	211	1	y	y	INTJ
ijassa-1252	211	2	c	c	PROPN
ijassa-1252	211	3	y	y	PROPN
ijassa-1252	211	4			NUM
ijassa-1252	211	5			PROPN
ijassa-1252	211	6			NOUN
ijassa-1252	211	7	where	where	SCONJ
ijassa-1252	211	8	jy	jy	PROPN
ijassa-1252	211	9			NOUN
ijassa-1252	211	10	we	we	PRON
ijassa-1252	211	11	calculate	calculate	VERB
ijassa-1252	211	12	by	by	ADP
ijassa-1252	211	13	equation	equation	NOUN
ijassa-1252	211	14	(	(	PUNCT
ijassa-1252	211	15	4	4	NUM
ijassa-1252	211	16	)	)	PUNCT
ijassa-1252	211	17	.	.	PUNCT
ijassa-1252	212	1	raw	raw	ADJ
ijassa-1252	212	2	material	material	NOUN
ijassa-1252	212	3	price	price	NOUN
ijassa-1252	212	4	forecasting	forecasting	NOUN
ijassa-1252	212	5	on	on	ADP
ijassa-1252	212	6	commodity	commodity	NOUN
ijassa-1252	212	7	markets	market	NOUN
ijassa-1252	212	8	135	135	NUM
ijassa-1252	212	9	copyright	copyright	NOUN
ijassa-1252	212	10	©	©	PROPN
ijassa-1252	212	11	2022	2022	NUM
ijassa-1252	212	12	assa	assa	NOUN
ijassa-1252	212	13	.	.	PUNCT
ijassa-1252	213	1	adv	adv	PROPN
ijassa-1252	213	2	.	.	PUNCT
ijassa-1252	214	1	in	in	ADP
ijassa-1252	214	2	systems	system	NOUN
ijassa-1252	214	3	science	science	NOUN
ijassa-1252	214	4	and	and	CCONJ
ijassa-1252	214	5	appl	appl	NOUN
ijassa-1252	214	6	.	.	PUNCT
ijassa-1252	215	1	(	(	PUNCT
ijassa-1252	215	2	2022	2022	NUM
ijassa-1252	215	3	)	)	PUNCT
ijassa-1252	215	4	4	4	NUM
ijassa-1252	215	5	.	.	PUNCT
ijassa-1252	215	6	forecast	forecast	NOUN
ijassa-1252	215	7	correction	correction	NOUN
ijassa-1252	215	8	in	in	ADP
ijassa-1252	215	9	the	the	DET
ijassa-1252	215	10	forecast	forecast	NOUN
ijassa-1252	215	11	interval	interval	NOUN
ijassa-1252	215	12	4.1	4.1	NUM
ijassa-1252	215	13	.	.	PUNCT
ijassa-1252	216	1	application	application	NOUN
ijassa-1252	216	2	of	of	ADP
ijassa-1252	216	3	situation	situation	NOUN
ijassa-1252	216	4	monitoring	monitor	VERB
ijassa-1252	216	5	to	to	PART
ijassa-1252	216	6	identify	identify	VERB
ijassa-1252	216	7	significant	significant	ADJ
ijassa-1252	216	8	environmental	environmental	ADJ
ijassa-1252	216	9	events	event	NOUN
ijassa-1252	216	10	situation	situation	NOUN
ijassa-1252	216	11	monitoring	monitoring	NOUN
ijassa-1252	216	12	signals	signal	VERB
ijassa-1252	216	13	the	the	DET
ijassa-1252	216	14	effects	effect	NOUN
ijassa-1252	216	15	of	of	ADP
ijassa-1252	216	16	changes	change	NOUN
ijassa-1252	216	17	in	in	ADP
ijassa-1252	216	18	the	the	DET
ijassa-1252	216	19	external	external	ADJ
ijassa-1252	216	20	environment	environment	NOUN
ijassa-1252	216	21	that	that	PRON
ijassa-1252	216	22	are	be	AUX
ijassa-1252	216	23	not	not	PART
ijassa-1252	216	24	currently	currently	ADV
ijassa-1252	216	25	reflected	reflect	VERB
ijassa-1252	216	26	in	in	ADP
ijassa-1252	216	27	the	the	DET
ijassa-1252	216	28	time	time	NOUN
ijassa-1252	216	29	series	series	PROPN
ijassa-1252	216	30	data	data	PROPN
ijassa-1252	216	31	.	.	PUNCT
ijassa-1252	217	1	situation	situation	NOUN
ijassa-1252	217	2	monitoring	monitoring	NOUN
ijassa-1252	217	3	implements	implement	VERB
ijassa-1252	217	4	the	the	DET
ijassa-1252	217	5	following	follow	VERB
ijassa-1252	217	6	functions	function	NOUN
ijassa-1252	217	7			PROPN
ijassa-1252	217	8	regular	regular	ADJ
ijassa-1252	217	9	(	(	PUNCT
ijassa-1252	217	10	or	or	CCONJ
ijassa-1252	217	11	at	at	ADP
ijassa-1252	217	12	the	the	DET
ijassa-1252	217	13	request	request	NOUN
ijassa-1252	217	14	of	of	ADP
ijassa-1252	217	15	digital	digital	ADJ
ijassa-1252	217	16	monitoring	monitoring	NOUN
ijassa-1252	217	17	)	)	PUNCT
ijassa-1252	217	18	tracking	tracking	NOUN
ijassa-1252	217	19	and	and	CCONJ
ijassa-1252	217	20	preliminary	preliminary	ADJ
ijassa-1252	217	21	filtering	filtering	NOUN
ijassa-1252	217	22	of	of	ADP
ijassa-1252	217	23	information	information	NOUN
ijassa-1252	217	24	from	from	ADP
ijassa-1252	217	25	diverse	diverse	ADJ
ijassa-1252	217	26	sources	source	NOUN
ijassa-1252	217	27	(	(	PUNCT
ijassa-1252	217	28	specialized	specialized	ADJ
ijassa-1252	217	29	resources	resource	NOUN
ijassa-1252	217	30	that	that	PRON
ijassa-1252	217	31	publish	publish	VERB
ijassa-1252	217	32	weekly	weekly	ADJ
ijassa-1252	217	33	analytical	analytical	ADJ
ijassa-1252	217	34	reports	report	NOUN
ijassa-1252	217	35	,	,	PUNCT
ijassa-1252	217	36	reviews	review	NOUN
ijassa-1252	217	37	and	and	CCONJ
ijassa-1252	217	38	summaries	summary	NOUN
ijassa-1252	217	39	of	of	ADP
ijassa-1252	217	40	the	the	DET
ijassa-1252	217	41	dynamics	dynamic	NOUN
ijassa-1252	217	42	of	of	ADP
ijassa-1252	217	43	commodity	commodity	NOUN
ijassa-1252	217	44	markets	market	NOUN
ijassa-1252	217	45	;	;	PUNCT
ijassa-1252	217	46	news	news	NOUN
ijassa-1252	217	47	portals	portal	NOUN
ijassa-1252	217	48	and	and	CCONJ
ijassa-1252	217	49	media	medium	NOUN
ijassa-1252	217	50	that	that	PRON
ijassa-1252	217	51	provide	provide	VERB
ijassa-1252	217	52	information	information	NOUN
ijassa-1252	217	53	about	about	ADP
ijassa-1252	217	54	various	various	ADJ
ijassa-1252	217	55	events	event	NOUN
ijassa-1252	217	56	)	)	PUNCT
ijassa-1252	217	57	;	;	PUNCT
ijassa-1252	217	58			NOUN
ijassa-1252	217	59	processing	processing	NOUN
ijassa-1252	217	60	of	of	ADP
ijassa-1252	217	61	filtered	filter	VERB
ijassa-1252	217	62	information	information	NOUN
ijassa-1252	217	63	about	about	ADP
ijassa-1252	217	64	significance	significance	NOUN
ijassa-1252	217	65	events	event	NOUN
ijassa-1252	217	66	(	(	PUNCT
ijassa-1252	217	67	information	information	NOUN
ijassa-1252	217	68	occasions	occasion	NOUN
ijassa-1252	217	69	)	)	PUNCT
ijassa-1252	217	70	by	by	ADP
ijassa-1252	217	71	forming	form	VERB
ijassa-1252	217	72	scenarios	scenario	NOUN
ijassa-1252	217	73	of	of	ADP
ijassa-1252	217	74	the	the	DET
ijassa-1252	217	75	situation	situation	NOUN
ijassa-1252	217	76	development	development	NOUN
ijassa-1252	217	77	to	to	PART
ijassa-1252	217	78	assess	assess	VERB
ijassa-1252	217	79	the	the	DET
ijassa-1252	217	80	significance	significance	NOUN
ijassa-1252	217	81	of	of	ADP
ijassa-1252	217	82	the	the	DET
ijassa-1252	217	83	consequences	consequence	NOUN
ijassa-1252	217	84	of	of	ADP
ijassa-1252	217	85	these	these	DET
ijassa-1252	217	86	events	event	NOUN
ijassa-1252	217	87	on	on	ADP
ijassa-1252	217	88	the	the	DET
ijassa-1252	217	89	predicted	predict	VERB
ijassa-1252	217	90	process	process	NOUN
ijassa-1252	217	91	(	(	PUNCT
ijassa-1252	217	92	target	target	NOUN
ijassa-1252	217	93	indicator	indicator	NOUN
ijassa-1252	217	94	)	)	PUNCT
ijassa-1252	217	95	;	;	PUNCT
ijassa-1252	217	96			NOUN
ijassa-1252	217	97	recalculation	recalculation	NOUN
ijassa-1252	217	98	of	of	ADP
ijassa-1252	217	99	sf	sf	NOUN
ijassa-1252	217	100	-	-	PUNCT
ijassa-1252	217	101	groups	group	NOUN
ijassa-1252	217	102	weights	weight	NOUN
ijassa-1252	217	103	and/or	and/or	CCONJ
ijassa-1252	217	104	generation	generation	NOUN
ijassa-1252	217	105	of	of	ADP
ijassa-1252	217	106	a	a	DET
ijassa-1252	217	107	signal	signal	NOUN
ijassa-1252	217	108	associated	associate	VERB
ijassa-1252	217	109	with	with	ADP
ijassa-1252	217	110	the	the	DET
ijassa-1252	217	111	identification	identification	NOUN
ijassa-1252	217	112	of	of	ADP
ijassa-1252	217	113	a	a	DET
ijassa-1252	217	114	change	change	NOUN
ijassa-1252	217	115	in	in	ADP
ijassa-1252	217	116	the	the	DET
ijassa-1252	217	117	trend	trend	NOUN
ijassa-1252	217	118	of	of	ADP
ijassa-1252	217	119	the	the	DET
ijassa-1252	217	120	target	target	NOUN
ijassa-1252	217	121	indicator	indicator	NOUN
ijassa-1252	217	122	based	base	VERB
ijassa-1252	217	123	on	on	ADP
ijassa-1252	217	124	the	the	DET
ijassa-1252	217	125	results	result	NOUN
ijassa-1252	217	126	of	of	ADP
ijassa-1252	217	127	scenario	scenario	NOUN
ijassa-1252	217	128	modelling	modelling	NOUN
ijassa-1252	217	129	.	.	PUNCT
ijassa-1252	218	1	the	the	DET
ijassa-1252	218	2	basis	basis	NOUN
ijassa-1252	218	3	for	for	ADP
ijassa-1252	218	4	tracking	tracking	NOUN
ijassa-1252	218	5	and	and	CCONJ
ijassa-1252	218	6	filtering	filter	VERB
ijassa-1252	218	7	information	information	NOUN
ijassa-1252	218	8	is	be	AUX
ijassa-1252	218	9	the	the	DET
ijassa-1252	218	10	fcm	fcm	NOUN
ijassa-1252	218	11	of	of	ADP
ijassa-1252	218	12	the	the	DET
ijassa-1252	218	13	situation	situation	NOUN
ijassa-1252	218	14	,	,	PUNCT
ijassa-1252	218	15	which	which	PRON
ijassa-1252	218	16	we	we	PRON
ijassa-1252	218	17	consider	consider	VERB
ijassa-1252	218	18	as	as	ADP
ijassa-1252	218	19	a	a	DET
ijassa-1252	218	20	semantic	semantic	ADJ
ijassa-1252	218	21	model	model	NOUN
ijassa-1252	218	22	of	of	ADP
ijassa-1252	218	23	observation	observation	NOUN
ijassa-1252	218	24	in	in	ADP
ijassa-1252	218	25	information	information	NOUN
ijassa-1252	218	26	sources	source	NOUN
ijassa-1252	218	27	on	on	ADP
ijassa-1252	218	28	significant	significant	ADJ
ijassa-1252	218	29	events	event	NOUN
ijassa-1252	218	30	and	and	CCONJ
ijassa-1252	218	31	topics	topic	NOUN
ijassa-1252	218	32	.	.	PUNCT
ijassa-1252	219	1	this	this	DET
ijassa-1252	219	2	approach	approach	NOUN
ijassa-1252	219	3	allows	allow	VERB
ijassa-1252	219	4	us	we	PRON
ijassa-1252	219	5	to	to	PART
ijassa-1252	219	6	organize	organize	VERB
ijassa-1252	219	7	a	a	DET
ijassa-1252	219	8	directed	direct	VERB
ijassa-1252	219	9	search	search	NOUN
ijassa-1252	219	10	for	for	ADP
ijassa-1252	219	11	information	information	NOUN
ijassa-1252	219	12	(	(	PUNCT
ijassa-1252	219	13	step	step	NOUN
ijassa-1252	219	14	2.1	2.1	NUM
ijassa-1252	219	15	in	in	ADP
ijassa-1252	219	16	figure	figure	NOUN
ijassa-1252	219	17	1	1	NUM
ijassa-1252	219	18	)	)	PUNCT
ijassa-1252	219	19	on	on	ADP
ijassa-1252	219	20	the	the	DET
ijassa-1252	219	21	selected	select	VERB
ijassa-1252	219	22	system	system	NOUN
ijassa-1252	219	23	-	-	PUNCT
ijassa-1252	219	24	forming	form	VERB
ijassa-1252	219	25	factors	factor	NOUN
ijassa-1252	219	26	of	of	ADP
ijassa-1252	219	27	the	the	DET
ijassa-1252	219	28	fcm	fcm	PROPN
ijassa-1252	219	29	,	,	PUNCT
ijassa-1252	219	30	taking	take	VERB
ijassa-1252	219	31	into	into	ADP
ijassa-1252	219	32	account	account	NOUN
ijassa-1252	219	33	their	their	PRON
ijassa-1252	219	34	relationships	relationship	NOUN
ijassa-1252	219	35	with	with	ADP
ijassa-1252	219	36	each	each	DET
ijassa-1252	219	37	other	other	ADJ
ijassa-1252	219	38	and	and	CCONJ
ijassa-1252	219	39	the	the	DET
ijassa-1252	219	40	target	target	NOUN
ijassa-1252	219	41	indicator	indicator	NOUN
ijassa-1252	219	42	.	.	PUNCT
ijassa-1252	220	1	the	the	DET
ijassa-1252	220	2	processing	processing	NOUN
ijassa-1252	220	3	of	of	ADP
ijassa-1252	220	4	filtered	filter	VERB
ijassa-1252	220	5	information	information	NOUN
ijassa-1252	220	6	is	be	AUX
ijassa-1252	220	7	as	as	SCONJ
ijassa-1252	220	8	follows	follow	VERB
ijassa-1252	220	9	.	.	PUNCT
ijassa-1252	221	1	upon	upon	SCONJ
ijassa-1252	221	2	detection	detection	NOUN
ijassa-1252	221	3	of	of	ADP
ijassa-1252	221	4	an	an	DET
ijassa-1252	221	5	event	event	NOUN
ijassa-1252	221	6	inf	inf	NOUN
ijassa-1252	221	7	(	(	PUNCT
ijassa-1252	221	8	information	information	NOUN
ijassa-1252	221	9	occasion	occasion	NOUN
ijassa-1252	221	10	)	)	PUNCT
ijassa-1252	221	11	,	,	PUNCT
ijassa-1252	221	12	which	which	PRON
ijassa-1252	221	13	,	,	PUNCT
ijassa-1252	221	14	according	accord	VERB
ijassa-1252	221	15	to	to	ADP
ijassa-1252	221	16	a	a	DET
ijassa-1252	221	17	preliminary	preliminary	ADJ
ijassa-1252	221	18	expert	expert	NOUN
ijassa-1252	221	19	assessment	assessment	NOUN
ijassa-1252	221	20	,	,	PUNCT
ijassa-1252	221	21	is	be	AUX
ijassa-1252	221	22	significant	significant	ADJ
ijassa-1252	221	23	for	for	ADP
ijassa-1252	221	24	changing	change	VERB
ijassa-1252	221	25	the	the	DET
ijassa-1252	221	26	target	target	NOUN
ijassa-1252	221	27	indicator	indicator	NOUN
ijassa-1252	221	28	and/or	and/or	CCONJ
ijassa-1252	221	29	other	other	ADJ
ijassa-1252	221	30	system	system	NOUN
ijassa-1252	221	31	-	-	PUNCT
ijassa-1252	221	32	forming	form	VERB
ijassa-1252	221	33	factors	factor	NOUN
ijassa-1252	221	34	of	of	ADP
ijassa-1252	221	35	fcm	fcm	PROPN
ijassa-1252	221	36	,	,	PUNCT
ijassa-1252	221	37	we	we	PRON
ijassa-1252	221	38	model	model	VERB
ijassa-1252	221	39	the	the	DET
ijassa-1252	221	40	"	"	PUNCT
ijassa-1252	221	41	what	what	PRON
ijassa-1252	221	42	if	if	SCONJ
ijassa-1252	221	43	"	"	PUNCT
ijassa-1252	221	44	scenario	scenario	NOUN
ijassa-1252	221	45	.	.	PUNCT
ijassa-1252	222	1	to	to	PART
ijassa-1252	222	2	form	form	VERB
ijassa-1252	222	3	the	the	DET
ijassa-1252	222	4	scenario	scenario	NOUN
ijassa-1252	222	5	infs	infs	NOUN
ijassa-1252	222	6	,	,	PUNCT
ijassa-1252	222	7	we	we	PRON
ijassa-1252	222	8	determine	determine	VERB
ijassa-1252	222	9	which	which	DET
ijassa-1252	222	10	system	system	NOUN
ijassa-1252	222	11	-	-	PUNCT
ijassa-1252	222	12	forming	form	VERB
ijassa-1252	222	13	factors	factor	NOUN
ijassa-1252	222	14	inf	inf	NOUN
ijassa-1252	222	15	{	{	PUNCT
ijassa-1252	222	16	}	}	PUNCT
ijassa-1252	222	17	x	x	PROPN
ijassa-1252	222	18	can	can	AUX
ijassa-1252	222	19	be	be	AUX
ijassa-1252	222	20	used	use	VERB
ijassa-1252	222	21	to	to	PART
ijassa-1252	222	22	reflect	reflect	VERB
ijassa-1252	222	23	info	info	NOUN
ijassa-1252	222	24	-	-	PUNCT
ijassa-1252	222	25	occasion	occasion	NOUN
ijassa-1252	222	26	inf	inf	NOUN
ijassa-1252	222	27	in	in	ADP
ijassa-1252	222	28	infs	infs	PROPN
ijassa-1252	222	29	.	.	PUNCT
ijassa-1252	223	1	next	next	ADV
ijassa-1252	223	2	,	,	PUNCT
ijassa-1252	223	3	we	we	PRON
ijassa-1252	223	4	,	,	PUNCT
ijassa-1252	223	5	together	together	ADV
ijassa-1252	223	6	with	with	ADP
ijassa-1252	223	7	experts	expert	NOUN
ijassa-1252	223	8	,	,	PUNCT
ijassa-1252	223	9	evaluate	evaluate	VERB
ijassa-1252	223	10	the	the	DET
ijassa-1252	223	11	activity	activity	NOUN
ijassa-1252	223	12	of	of	ADP
ijassa-1252	223	13	change	change	NOUN
ijassa-1252	223	14	factors	factor	NOUN
ijassa-1252	223	15	inf	inf	NOUN
ijassa-1252	223	16	{	{	PUNCT
ijassa-1252	223	17	}	}	PUNCT
ijassa-1252	223	18	x	x	X
ijassa-1252	223	19	(	(	PUNCT
ijassa-1252	223	20	their	their	PRON
ijassa-1252	223	21	increasing	increase	VERB
ijassa-1252	223	22	or	or	CCONJ
ijassa-1252	223	23	decreasing	decrease	VERB
ijassa-1252	223	24	and	and	CCONJ
ijassa-1252	223	25	how	how	SCONJ
ijassa-1252	223	26	much	much	ADJ
ijassa-1252	223	27	)	)	PUNCT
ijassa-1252	223	28	at	at	ADP
ijassa-1252	223	29	the	the	DET
ijassa-1252	223	30	time	time	NOUN
ijassa-1252	223	31	of	of	ADP
ijassa-1252	223	32	detection	detection	NOUN
ijassa-1252	223	33	of	of	ADP
ijassa-1252	223	34	an	an	DET
ijassa-1252	223	35	info	info	NOUN
ijassa-1252	223	36	-	-	PUNCT
ijassa-1252	223	37	occasion	occasion	NOUN
ijassa-1252	223	38	.	.	PUNCT
ijassa-1252	224	1	these	these	DET
ijassa-1252	224	2	values	value	NOUN
ijassa-1252	224	3	are	be	AUX
ijassa-1252	224	4	the	the	DET
ijassa-1252	224	5	initial	initial	ADJ
ijassa-1252	224	6	data	datum	NOUN
ijassa-1252	224	7	for	for	ADP
ijassa-1252	224	8	modelling	modelling	NOUN
ijassa-1252	224	9	(	(	PUNCT
ijassa-1252	224	10	according	accord	VERB
ijassa-1252	224	11	to	to	ADP
ijassa-1252	224	12	equation	equation	NOUN
ijassa-1252	224	13	(	(	PUNCT
ijassa-1252	224	14	1	1	NUM
ijassa-1252	224	15	)	)	PUNCT
ijassa-1252	224	16	)	)	PUNCT
ijassa-1252	225	1	the	the	DET
ijassa-1252	225	2	net	net	ADJ
ijassa-1252	225	3	effect	effect	NOUN
ijassa-1252	225	4	of	of	ADP
ijassa-1252	225	5	factors	factor	NOUN
ijassa-1252	225	6	inf	inf	NOUN
ijassa-1252	225	7	{	{	PUNCT
ijassa-1252	225	8	}	}	PUNCT
ijassa-1252	225	9	x	x	PROPN
ijassa-1252	225	10	on	on	ADP
ijassa-1252	225	11	the	the	DET
ijassa-1252	225	12	target	target	NOUN
ijassa-1252	225	13	indicatory	indicatory	NOUN
ijassa-1252	225	14	.	.	PUNCT
ijassa-1252	226	1	we	we	PRON
ijassa-1252	226	2	get	get	VERB
ijassa-1252	226	3	the	the	DET
ijassa-1252	226	4	resulting	result	VERB
ijassa-1252	226	5	state	state	NOUN
ijassa-1252	226	6	,	,	PUNCT
ijassa-1252	226	7	which	which	PRON
ijassa-1252	226	8	is	be	AUX
ijassa-1252	226	9	a	a	DET
ijassa-1252	226	10	qualitative	qualitative	ADJ
ijassa-1252	226	11	forecast	forecast	NOUN
ijassa-1252	226	12	for	for	ADP
ijassa-1252	226	13	the	the	DET
ijassa-1252	226	14	infs	infs	PROPN
ijassa-1252	226	15	scenario	scenario	PROPN
ijassa-1252	226	16	.	.	PUNCT
ijassa-1252	227	1	this	this	DET
ijassa-1252	227	2	state	state	NOUN
ijassa-1252	227	3	determines	determine	VERB
ijassa-1252	227	4	at	at	ADP
ijassa-1252	227	5	a	a	DET
ijassa-1252	227	6	qualitative	qualitative	ADJ
ijassa-1252	227	7	level	level	NOUN
ijassa-1252	227	8	the	the	DET
ijassa-1252	227	9	change	change	NOUN
ijassa-1252	227	10	in	in	ADP
ijassa-1252	227	11	the	the	DET
ijassa-1252	227	12	activity	activity	NOUN
ijassa-1252	227	13	of	of	ADP
ijassa-1252	227	14	the	the	DET
ijassa-1252	227	15	y	y	X
ijassa-1252	227	16	(	(	PUNCT
ijassa-1252	227	17	and	and	CCONJ
ijassa-1252	227	18	other	other	ADJ
ijassa-1252	227	19	factors	factor	NOUN
ijassa-1252	227	20	of	of	ADP
ijassa-1252	227	21	the	the	DET
ijassa-1252	227	22	fcm	fcm	X
ijassa-1252	227	23	)	)	PUNCT
ijassa-1252	227	24	in	in	ADP
ijassa-1252	227	25	the	the	DET
ijassa-1252	227	26	infs	infs	PROPN
ijassa-1252	227	27	scenario	scenario	PROPN
ijassa-1252	227	28	.	.	PUNCT
ijassa-1252	228	1	the	the	DET
ijassa-1252	228	2	obtained	obtain	VERB
ijassa-1252	228	3	value	value	NOUN
ijassa-1252	228	4	of	of	ADP
ijassa-1252	228	5	the	the	DET
ijassa-1252	228	6	factor	factor	NOUN
ijassa-1252	228	7	y	y	PROPN
ijassa-1252	228	8	allows	allow	VERB
ijassa-1252	228	9	us	we	PRON
ijassa-1252	228	10	to	to	PART
ijassa-1252	228	11	assess	assess	VERB
ijassa-1252	228	12	whether	whether	SCONJ
ijassa-1252	228	13	inf	inf	PROPN
ijassa-1252	228	14	affects	affect	VERB
ijassa-1252	228	15	the	the	DET
ijassa-1252	228	16	change	change	NOUN
ijassa-1252	228	17	in	in	ADP
ijassa-1252	228	18	the	the	DET
ijassa-1252	228	19	target	target	NOUN
ijassa-1252	228	20	indicatory	indicatory	NOUN
ijassa-1252	228	21	.	.	PUNCT
ijassa-1252	229	1	after	after	ADP
ijassa-1252	229	2	evaluating	evaluate	VERB
ijassa-1252	229	3	0y	0y	NUM
ijassa-1252	229	4	–	–	PUNCT
ijassa-1252	229	5	value	value	NOUN
ijassa-1252	229	6	(	(	PUNCT
ijassa-1252	229	7	activity	activity	NOUN
ijassa-1252	229	8	)	)	PUNCT
ijassa-1252	229	9	of	of	ADP
ijassa-1252	229	10	the	the	DET
ijassa-1252	229	11	factor	factor	NOUN
ijassa-1252	229	12	y	y	X
ijassa-1252	229	13	at	at	ADP
ijassa-1252	229	14	the	the	DET
ijassa-1252	229	15	initial	initial	ADJ
ijassa-1252	229	16	moment	moment	NOUN
ijassa-1252	229	17	,	,	PUNCT
ijassa-1252	229	18	t	t	PROPN
ijassa-1252	229	19	we	we	PRON
ijassa-1252	229	20	compare	compare	VERB
ijassa-1252	229	21	it	it	PRON
ijassa-1252	229	22	with	with	ADP
ijassa-1252	229	23	the	the	DET
ijassa-1252	229	24	resulting	result	VERB
ijassa-1252	229	25	*	*	PUNCT
ijassa-1252	229	26	y	y	X
ijassa-1252	229	27	–	–	PUNCT
ijassa-1252	229	28	value	value	NOUN
ijassa-1252	229	29	in	in	ADP
ijassa-1252	229	30	the	the	DET
ijassa-1252	229	31	infs	infs	PROPN
ijassa-1252	229	32	scenario	scenario	PROPN
ijassa-1252	229	33	.	.	PUNCT
ijassa-1252	230	1	if	if	SCONJ
ijassa-1252	230	2	0*y	0*y	NUM
ijassa-1252	230	3	y	y	NOUN
ijassa-1252	230	4			NOUN
ijassa-1252	230	5	,	,	PUNCT
ijassa-1252	230	6	then	then	ADV
ijassa-1252	230	7	the	the	DET
ijassa-1252	230	8	target	target	NOUN
ijassa-1252	230	9	indicatory	indicatory	NOUN
ijassa-1252	230	10	has	have	AUX
ijassa-1252	230	11	changed	change	VERB
ijassa-1252	230	12	.	.	PUNCT
ijassa-1252	231	1	if	if	SCONJ
ijassa-1252	231	2	0	0	NUM
ijassa-1252	231	3	0	0	NUM
ijassa-1252	231	4	0	0	NUM
ijassa-1252	231	5	(	(	PUNCT
ijassa-1252	231	6	)	)	PUNCT
ijassa-1252	231	7	(	(	PUNCT
ijassa-1252	231	8	)	)	PUNCT
ijassa-1252	231	9	(	(	PUNCT
ijassa-1252	231	10	*	*	PUNCT
ijassa-1252	231	11	)	)	PUNCT
ijassa-1252	231	12	sign	sign	VERB
ijassa-1252	231	13	y	y	PROPN
ijassa-1252	231	14	sign	sign	VERB
ijassa-1252	231	15	y	y	PROPN
ijassa-1252	231	16	sign	sign	VERB
ijassa-1252	232	1	y	y	PROPN
ijassa-1252	232	2	y	y	PROPN
ijassa-1252	232	3			PROPN
ijassa-1252	232	4			PROPN
ijassa-1252	232	5			PROPN
ijassa-1252	232	6			PROPN
ijassa-1252	232	7			NOUN
ijassa-1252	232	8	then	then	ADV
ijassa-1252	232	9	the	the	DET
ijassa-1252	232	10	trend	trend	NOUN
ijassa-1252	232	11	of	of	ADP
ijassa-1252	232	12	y	y	PROPN
ijassa-1252	232	13	does	do	AUX
ijassa-1252	232	14	not	not	PART
ijassa-1252	232	15	change	change	VERB
ijassa-1252	232	16	(	(	PUNCT
ijassa-1252	232	17	the	the	DET
ijassa-1252	232	18	trend	trend	NOUN
ijassa-1252	232	19	change	change	NOUN
ijassa-1252	232	20	indicator	indicator	NOUN
ijassa-1252	232	21	(	(	PUNCT
ijassa-1252	232	22	)	)	PUNCT
ijassa-1252	232	23	0	0	NUM
ijassa-1252	232	24	in	in	ADP
ijassa-1252	232	25	y	y	PROPN
ijassa-1252	232	26			NUM
ijassa-1252	232	27	)	)	PUNCT
ijassa-1252	232	28	.	.	PUNCT
ijassa-1252	233	1	otherwise	otherwise	ADV
ijassa-1252	233	2	0	0	NUM
ijassa-1252	233	3	0	0	NUM
ijassa-1252	233	4	0	0	NUM
ijassa-1252	233	5	(	(	PUNCT
ijassa-1252	233	6	)	)	PUNCT
ijassa-1252	233	7	(	(	PUNCT
ijassa-1252	233	8	)	)	PUNCT
ijassa-1252	233	9	(	(	PUNCT
ijassa-1252	233	10	*	*	PUNCT
ijassa-1252	233	11	)	)	PUNCT
ijassa-1252	233	12	sign	sign	VERB
ijassa-1252	233	13	y	y	PROPN
ijassa-1252	233	14	sign	sign	VERB
ijassa-1252	233	15	y	y	PROPN
ijassa-1252	233	16	sign	sign	VERB
ijassa-1252	233	17	y	y	PROPN
ijassa-1252	233	18	y	y	PROPN
ijassa-1252	233	19			PROPN
ijassa-1252	233	20			PROPN
ijassa-1252	233	21			PROPN
ijassa-1252	233	22			PROPN
ijassa-1252	233	23			NOUN
ijassa-1252	233	24	,	,	PUNCT
ijassa-1252	233	25	we	we	PRON
ijassa-1252	233	26	fix	fix	VERB
ijassa-1252	233	27	a	a	DET
ijassa-1252	233	28	trend	trend	NOUN
ijassa-1252	233	29	change	change	NOUN
ijassa-1252	233	30	y	y	PROPN
ijassa-1252	233	31	.	.	PUNCT
ijassa-1252	234	1	moreover	moreover	ADV
ijassa-1252	234	2	,	,	PUNCT
ijassa-1252	234	3	if	if	SCONJ
ijassa-1252	234	4	0	0	NUM
ijassa-1252	234	5	(	(	PUNCT
ijassa-1252	234	6	)	)	PUNCT
ijassa-1252	234	7	1sign	1sign	NUM
ijassa-1252	234	8	y	y	NUM
ijassa-1252	234	9			ADJ
ijassa-1252	234	10			NOUN
ijassa-1252	234	11	and	and	CCONJ
ijassa-1252	234	12	0	0	NUM
ijassa-1252	234	13	0	0	NUM
ijassa-1252	234	14	(	(	PUNCT
ijassa-1252	234	15	)	)	PUNCT
ijassa-1252	234	16	(	(	PUNCT
ijassa-1252	234	17	*	*	PUNCT
ijassa-1252	234	18	)	)	PUNCT
ijassa-1252	234	19	1sign	1sign	NUM
ijassa-1252	234	20	y	y	PROPN
ijassa-1252	234	21	sign	sign	VERB
ijassa-1252	234	22	y	y	PROPN
ijassa-1252	234	23	y	y	PROPN
ijassa-1252	234	24			PROPN
ijassa-1252	234	25			PROPN
ijassa-1252	234	26			PROPN
ijassa-1252	234	27			X
ijassa-1252	234	28			NOUN
ijassa-1252	234	29	then	then	ADV
ijassa-1252	234	30	the	the	DET
ijassa-1252	234	31	increase	increase	NOUN
ijassa-1252	234	32	of	of	ADP
ijassa-1252	234	33	y	y	PROPN
ijassa-1252	234	34	is	be	AUX
ijassa-1252	234	35	replaced	replace	VERB
ijassa-1252	234	36	by	by	ADP
ijassa-1252	234	37	a	a	DET
ijassa-1252	234	38	decrease	decrease	NOUN
ijassa-1252	234	39	(	(	PUNCT
ijassa-1252	234	40	trend	trend	NOUN
ijassa-1252	234	41	change	change	NOUN
ijassa-1252	234	42	indicator	indicator	NOUN
ijassa-1252	234	43	1);in	1);in	PROPN
ijassa-1252	234	44			PROPN
ijassa-1252	234	45			NOUN
ijassa-1252	234	46	in	in	ADP
ijassa-1252	234	47	the	the	DET
ijassa-1252	234	48	case	case	NOUN
ijassa-1252	234	49	of	of	ADP
ijassa-1252	234	50	0	0	NUM
ijassa-1252	234	51	(	(	PUNCT
ijassa-1252	234	52	)	)	PUNCT
ijassa-1252	234	53	1sign	1sign	PROPN
ijassa-1252	234	54	y	y	NUM
ijassa-1252	234	55			ADJ
ijassa-1252	234	56			NOUN
ijassa-1252	234	57	and	and	CCONJ
ijassa-1252	234	58	0	0	NUM
ijassa-1252	234	59	0	0	NUM
ijassa-1252	234	60	(	(	PUNCT
ijassa-1252	234	61	)	)	PUNCT
ijassa-1252	234	62	(	(	PUNCT
ijassa-1252	234	63	*	*	PUNCT
ijassa-1252	234	64	)	)	PUNCT
ijassa-1252	235	1	1sign	1sign	NUM
ijassa-1252	235	2	y	y	PROPN
ijassa-1252	235	3	sign	sign	VERB
ijassa-1252	235	4	y	y	PROPN
ijassa-1252	235	5	y	y	PROPN
ijassa-1252	235	6			PROPN
ijassa-1252	235	7			PROPN
ijassa-1252	235	8			NOUN
ijassa-1252	235	9			NOUN
ijassa-1252	235	10			NOUN
ijassa-1252	235	11	,	,	PUNCT
ijassa-1252	235	12	the	the	DET
ijassa-1252	235	13	decrease	decrease	NOUN
ijassa-1252	235	14	of	of	ADP
ijassa-1252	235	15	y	y	PROPN
ijassa-1252	235	16	is	be	AUX
ijassa-1252	235	17	replaced	replace	VERB
ijassa-1252	235	18	by	by	ADP
ijassa-1252	235	19	an	an	DET
ijassa-1252	235	20	increase	increase	NOUN
ijassa-1252	235	21	(	(	PUNCT
ijassa-1252	235	22	(	(	PUNCT
ijassa-1252	235	23	)	)	PUNCT
ijassa-1252	235	24	1	1	NUM
ijassa-1252	235	25	in	in	ADP
ijassa-1252	235	26	y	y	PROPN
ijassa-1252	235	27			PROPN
ijassa-1252	235	28			ADV
ijassa-1252	235	29	)	)	PUNCT
ijassa-1252	235	30	.	.	PUNCT
ijassa-1252	236	1	for	for	ADP
ijassa-1252	236	2	recalculation	recalculation	NOUN
ijassa-1252	236	3	the	the	DET
ijassa-1252	236	4	weights	weight	NOUN
ijassa-1252	236	5	{	{	PUNCT
ijassa-1252	236	6	}	}	PUNCT
ijassa-1252	236	7	ic	ic	PROPN
ijassa-1252	236	8	of	of	ADP
ijassa-1252	236	9	sf	sf	PROPN
ijassa-1252	236	10	-	-	PUNCT
ijassa-1252	236	11	groups	group	NOUN
ijassa-1252	236	12	based	base	VERB
ijassa-1252	236	13	on	on	ADP
ijassa-1252	236	14	the	the	DET
ijassa-1252	236	15	results	result	NOUN
ijassa-1252	236	16	of	of	ADP
ijassa-1252	236	17	the	the	DET
ijassa-1252	236	18	infs	infs	PROPN
ijassa-1252	236	19	scenario	scenario	PROPN
ijassa-1252	236	20	,	,	PUNCT
ijassa-1252	236	21	we	we	PRON
ijassa-1252	236	22	use	use	VERB
ijassa-1252	236	23	the	the	DET
ijassa-1252	236	24	formula	formula	NOUN
ijassa-1252	236	25	136	136	NUM
ijassa-1252	236	26	z.k	z.k	PROPN
ijassa-1252	236	27	.	.	PUNCT
ijassa-1252	237	1	avdeeva	avdeeva	PROPN
ijassa-1252	237	2	,	,	PUNCT
ijassa-1252	237	3	e.a	e.a	PROPN
ijassa-1252	237	4	.	.	PROPN
ijassa-1252	237	5	grebenuyk	grebenuyk	PROPN
ijassa-1252	237	6	,	,	PUNCT
ijassa-1252	238	1	s.v	s.v	PROPN
ijassa-1252	238	2	.	.	PROPN
ijassa-1252	238	3	kovriga	kovriga	PROPN
ijassa-1252	238	4	copyright	copyright	NOUN
ijassa-1252	238	5	©	©	PROPN
ijassa-1252	238	6	2022	2022	NUM
ijassa-1252	238	7	assa	assa	PROPN
ijassa-1252	238	8	adv	adv	PROPN
ijassa-1252	238	9	.	.	PUNCT
ijassa-1252	239	1	in	in	ADP
ijassa-1252	239	2	systems	system	NOUN
ijassa-1252	239	3	science	science	NOUN
ijassa-1252	239	4	and	and	CCONJ
ijassa-1252	239	5	appl	appl	NOUN
ijassa-1252	239	6	.	.	PUNCT
ijassa-1252	240	1	(	(	PUNCT
ijassa-1252	240	2	2022	2022	NUM
ijassa-1252	240	3	)	)	PUNCT
ijassa-1252	240	4	inf	inf	PROPN
ijassa-1252	240	5	inf	inf	PROPN
ijassa-1252	240	6	inf	inf	PROPN
ijassa-1252	240	7	inf	inf	PROPN
ijassa-1252	240	8	1	1	NUM
ijassa-1252	240	9	2	2	NUM
ijassa-1252	240	10	,	,	PUNCT
ijassa-1252	240	11	...	...	PUNCT
ijassa-1252	241	1	i	i	PRON
ijassa-1252	241	2	i	i	PRON
ijassa-1252	242	1	p	p	PROPN
ijassa-1252	242	2	с	с	PROPN
ijassa-1252	242	3	c	c	PROPN
ijassa-1252	242	4	с	с	PROPN
ijassa-1252	242	5	с	с	PROPN
ijassa-1252	242	6	с	с	PROPN
ijassa-1252	242	7			PROPN
ijassa-1252	242	8			PROPN
ijassa-1252	242	9			PUNCT
ijassa-1252	242	10			PUNCT
ijassa-1252	242	11	where	where	SCONJ
ijassa-1252	242	12	inf	inf	PROPN
ijassa-1252	242	13	iс	iс	PROPN
ijassa-1252	242	14	is	be	AUX
ijassa-1252	242	15	an	an	DET
ijassa-1252	242	16	estimate	estimate	NOUN
ijassa-1252	242	17	of	of	ADP
ijassa-1252	242	18	the	the	DET
ijassa-1252	242	19	significance	significance	NOUN
ijassa-1252	242	20	of	of	ADP
ijassa-1252	242	21	the	the	DET
ijassa-1252	242	22	sf	sf	NOUN
ijassa-1252	242	23	-	-	PUNCT
ijassa-1252	242	24	group	group	NOUN
ijassa-1252	242	25	i	i	PRON
ijassa-1252	242	26	influence	influence	VERB
ijassa-1252	242	27	on	on	ADP
ijassa-1252	242	28	y	y	PROPN
ijassa-1252	242	29	,	,	PUNCT
ijassa-1252	242	30	taking	take	VERB
ijassa-1252	242	31	into	into	ADP
ijassa-1252	242	32	account	account	NOUN
ijassa-1252	242	33	the	the	DET
ijassa-1252	242	34	activity	activity	NOUN
ijassa-1252	242	35	of	of	ADP
ijassa-1252	242	36	system	system	NOUN
ijassa-1252	242	37	-	-	PUNCT
ijassa-1252	242	38	forming	form	VERB
ijassa-1252	242	39	factors	factor	NOUN
ijassa-1252	242	40	in	in	ADP
ijassa-1252	242	41	the	the	DET
ijassa-1252	242	42	infs	infs	PROPN
ijassa-1252	242	43	scenario	scenario	PROPN
ijassa-1252	242	44	,	,	PUNCT
ijassa-1252	242	45	p	p	PROPN
ijassa-1252	242	46	is	be	AUX
ijassa-1252	242	47	number	number	NOUN
ijassa-1252	242	48	of	of	ADP
ijassa-1252	242	49	sf	sf	NOUN
ijassa-1252	242	50	-	-	PUNCT
ijassa-1252	242	51	groups	group	NOUN
ijassa-1252	242	52	in	in	ADP
ijassa-1252	242	53	which	which	PRON
ijassa-1252	242	54	there	there	PRON
ijassa-1252	242	55	are	be	VERB
ijassa-1252	242	56	active	active	ADJ
ijassa-1252	242	57	factors	factor	NOUN
ijassa-1252	242	58	associated	associate	VERB
ijassa-1252	242	59	with	with	ADP
ijassa-1252	242	60	the	the	DET
ijassa-1252	242	61	info	info	NOUN
ijassa-1252	242	62	-	-	PUNCT
ijassa-1252	242	63	occasion	occasion	NOUN
ijassa-1252	242	64	inf	inf	NOUN
ijassa-1252	242	65	.	.	PUNCT
ijassa-1252	243	1	each	each	DET
ijassa-1252	243	2	inf	inf	PROPN
ijassa-1252	243	3	iс	iс	NOUN
ijassa-1252	243	4	estimate	estimate	NOUN
ijassa-1252	243	5	is	be	AUX
ijassa-1252	243	6	calculated	calculate	VERB
ijassa-1252	243	7	as	as	ADP
ijassa-1252	243	8	the	the	DET
ijassa-1252	243	9	following	follow	VERB
ijassa-1252	243	10	sum	sum	PROPN
ijassa-1252	243	11	inf	inf	PROPN
ijassa-1252	243	12	inf	inf	NOUN
ijassa-1252	243	13	,	,	PUNCT
ijassa-1252	243	14	i	i	PRON
ijassa-1252	243	15	j	j	PROPN
ijassa-1252	244	1	j	j	PROPN
ijassa-1252	244	2	j	j	PROPN
ijassa-1252	245	1	i	i	PRON
ijassa-1252	245	2	q	q	PROPN
ijassa-1252	245	3	a	a	DET
ijassa-1252	245	4			NOUN
ijassa-1252	245	5			NUM
ijassa-1252	245	6	where	where	SCONJ
ijassa-1252	245	7	inf	inf	PROPN
ijassa-1252	245	8	jq	jq	PROPN
ijassa-1252	245	9	is	be	AUX
ijassa-1252	245	10	cumulative	cumulative	ADJ
ijassa-1252	245	11	influence	influence	NOUN
ijassa-1252	245	12	of	of	ADP
ijassa-1252	245	13	the	the	DET
ijassa-1252	245	14	active	active	ADJ
ijassa-1252	245	15	factor	factor	NOUN
ijassa-1252	245	16	from	from	ADP
ijassa-1252	245	17	the	the	DET
ijassa-1252	245	18	sf	sf	PROPN
ijassa-1252	245	19	-	-	PUNCT
ijassa-1252	245	20	group	group	NOUN
ijassa-1252	245	21	i	i	PRON
ijassa-1252	245	22	on	on	ADP
ijassa-1252	245	23	y	y	PRON
ijassa-1252	245	24	and	and	CCONJ
ijassa-1252	245	25	inf	inf	PROPN
ijassa-1252	245	26	ja	ja	PROPN
ijassa-1252	245	27	is	be	AUX
ijassa-1252	245	28	its	its	PRON
ijassa-1252	245	29	degree	degree	NOUN
ijassa-1252	245	30	of	of	ADP
ijassa-1252	245	31	activity	activity	NOUN
ijassa-1252	245	32	in	in	ADP
ijassa-1252	245	33	the	the	DET
ijassa-1252	245	34	infs	infs	PROPN
ijassa-1252	245	35	scenario	scenario	PROPN
ijassa-1252	245	36	,	,	PUNCT
ijassa-1252	245	37	ii	ii	PROPN
ijassa-1252	245	38	is	be	AUX
ijassa-1252	245	39	a	a	DET
ijassa-1252	245	40	set	set	NOUN
ijassa-1252	245	41	of	of	ADP
ijassa-1252	245	42	active	active	ADJ
ijassa-1252	245	43	factor	factor	NOUN
ijassa-1252	245	44	codes	code	NOUN
ijassa-1252	245	45	for	for	ADP
ijassa-1252	245	46	the	the	DET
ijassa-1252	245	47	sf	sf	PROPN
ijassa-1252	245	48	-	-	PUNCT
ijassa-1252	245	49	group	group	NOUN
ijassa-1252	245	50	in	in	ADP
ijassa-1252	245	51	the	the	DET
ijassa-1252	245	52	infs	infs	PROPN
ijassa-1252	245	53	scenario	scenario	PROPN
ijassa-1252	245	54	.	.	PUNCT
ijassa-1252	246	1	the	the	DET
ijassa-1252	246	2	weights	weight	NOUN
ijassa-1252	246	3	{	{	PUNCT
ijassa-1252	246	4	}	}	PUNCT
ijassa-1252	246	5	ic	ic	PROPN
ijassa-1252	246	6	of	of	ADP
ijassa-1252	246	7	sf	sf	NOUN
ijassa-1252	246	8	-	-	PUNCT
ijassa-1252	246	9	groups	group	NOUN
ijassa-1252	246	10	characterize	characterize	VERB
ijassa-1252	246	11	the	the	DET
ijassa-1252	246	12	contribution	contribution	NOUN
ijassa-1252	246	13	of	of	ADP
ijassa-1252	246	14	each	each	DET
ijassa-1252	246	15	group	group	NOUN
ijassa-1252	246	16	to	to	ADP
ijassa-1252	246	17	the	the	DET
ijassa-1252	246	18	change	change	NOUN
ijassa-1252	246	19	in	in	ADP
ijassa-1252	246	20	the	the	DET
ijassa-1252	246	21	target	target	NOUN
ijassa-1252	246	22	indicator	indicator	NOUN
ijassa-1252	246	23	,	,	PUNCT
ijassa-1252	246	24	taking	take	VERB
ijassa-1252	246	25	into	into	ADP
ijassa-1252	246	26	account	account	NOUN
ijassa-1252	246	27	the	the	DET
ijassa-1252	246	28	influence	influence	NOUN
ijassa-1252	246	29	significance	significance	NOUN
ijassa-1252	246	30	of	of	ADP
ijassa-1252	246	31	active	active	ADJ
ijassa-1252	246	32	factors	factor	NOUN
ijassa-1252	246	33	in	in	ADP
ijassa-1252	246	34	these	these	DET
ijassa-1252	246	35	groups	group	NOUN
ijassa-1252	246	36	ony	ony	ADJ
ijassa-1252	246	37	and	and	CCONJ
ijassa-1252	246	38	the	the	DET
ijassa-1252	246	39	activity	activity	NOUN
ijassa-1252	246	40	degree	degree	NOUN
ijassa-1252	246	41	of	of	ADP
ijassa-1252	246	42	manifestation	manifestation	NOUN
ijassa-1252	246	43	of	of	ADP
ijassa-1252	246	44	these	these	DET
ijassa-1252	246	45	factors	factor	NOUN
ijassa-1252	246	46	in	in	ADP
ijassa-1252	246	47	the	the	DET
ijassa-1252	246	48	infs	infs	PROPN
ijassa-1252	246	49	scenario	scenario	PROPN
ijassa-1252	246	50	.	.	PUNCT
ijassa-1252	247	1	in	in	ADP
ijassa-1252	247	2	other	other	ADJ
ijassa-1252	247	3	words	word	NOUN
ijassa-1252	247	4	,	,	PUNCT
ijassa-1252	247	5	only	only	ADV
ijassa-1252	247	6	those	those	DET
ijassa-1252	247	7	groups	group	NOUN
ijassa-1252	247	8	participate	participate	VERB
ijassa-1252	247	9	in	in	ADP
ijassa-1252	247	10	the	the	DET
ijassa-1252	247	11	formation	formation	NOUN
ijassa-1252	247	12	of	of	ADP
ijassa-1252	247	13	weights	weight	NOUN
ijassa-1252	247	14	,	,	PUNCT
ijassa-1252	247	15	in	in	ADP
ijassa-1252	247	16	which	which	PRON
ijassa-1252	247	17	the	the	DET
ijassa-1252	247	18	system	system	NOUN
ijassa-1252	247	19	-	-	PUNCT
ijassa-1252	247	20	forming	form	VERB
ijassa-1252	247	21	factors	factor	NOUN
ijassa-1252	247	22	associated	associate	VERB
ijassa-1252	247	23	with	with	ADP
ijassa-1252	247	24	the	the	DET
ijassa-1252	247	25	info	info	NOUN
ijassa-1252	247	26	-	-	PUNCT
ijassa-1252	247	27	occasion	occasion	NOUN
ijassa-1252	247	28	inf	inf	NOUN
ijassa-1252	247	29	were	be	AUX
ijassa-1252	247	30	activated	activate	VERB
ijassa-1252	247	31	.	.	PUNCT
ijassa-1252	248	1	the	the	DET
ijassa-1252	248	2	obtained	obtain	VERB
ijassa-1252	248	3	weights	weight	NOUN
ijassa-1252	248	4	{	{	PUNCT
ijassa-1252	248	5	}	}	PUNCT
ijassa-1252	248	6	ic	ic	PROPN
ijassa-1252	248	7	of	of	ADP
ijassa-1252	248	8	sf	sf	NOUN
ijassa-1252	248	9	-	-	PUNCT
ijassa-1252	248	10	groups	group	NOUN
ijassa-1252	248	11	and	and	CCONJ
ijassa-1252	248	12	the	the	DET
ijassa-1252	248	13	trend	trend	NOUN
ijassa-1252	248	14	change	change	NOUN
ijassa-1252	248	15	indicator	indicator	NOUN
ijassa-1252	248	16	(	(	PUNCT
ijassa-1252	248	17	)	)	PUNCT
ijassa-1252	248	18	in	in	ADP
ijassa-1252	248	19	y	y	PROPN
ijassa-1252	248	20	are	be	AUX
ijassa-1252	248	21	transferred	transfer	VERB
ijassa-1252	248	22	to	to	PART
ijassa-1252	248	23	step	step	VERB
ijassa-1252	248	24	2.4	2.4	NUM
ijassa-1252	248	25	of	of	ADP
ijassa-1252	248	26	forecast	forecast	NOUN
ijassa-1252	248	27	correction	correction	NOUN
ijassa-1252	248	28	(	(	PUNCT
ijassa-1252	248	29	figure	figure	NOUN
ijassa-1252	248	30	1	1	NUM
ijassa-1252	248	31	)	)	PUNCT
ijassa-1252	248	32	.	.	PUNCT
ijassa-1252	249	1	4.2	4.2	NUM
ijassa-1252	249	2	.	.	PUNCT
ijassa-1252	249	3	correction	correction	NOUN
ijassa-1252	249	4	of	of	ADP
ijassa-1252	249	5	the	the	DET
ijassa-1252	249	6	forecast	forecast	NOUN
ijassa-1252	249	7	based	base	VERB
ijassa-1252	249	8	on	on	ADP
ijassa-1252	249	9	the	the	DET
ijassa-1252	249	10	results	result	NOUN
ijassa-1252	249	11	of	of	ADP
ijassa-1252	249	12	digital	digital	ADJ
ijassa-1252	249	13	monitoring	monitoring	NOUN
ijassa-1252	249	14	if	if	SCONJ
ijassa-1252	249	15	the	the	DET
ijassa-1252	249	16	prediction	prediction	NOUN
ijassa-1252	249	17	model	model	NOUN
ijassa-1252	249	18	matches	match	VERB
ijassa-1252	249	19	the	the	DET
ijassa-1252	249	20	process	process	NOUN
ijassa-1252	249	21	,	,	PUNCT
ijassa-1252	249	22	then	then	ADV
ijassa-1252	249	23	we	we	PRON
ijassa-1252	249	24	add	add	VERB
ijassa-1252	249	25	new	new	ADJ
ijassa-1252	249	26	observations	observation	NOUN
ijassa-1252	249	27	to	to	ADP
ijassa-1252	249	28	the	the	DET
ijassa-1252	249	29	prediction	prediction	NOUN
ijassa-1252	249	30	formula	formula	NOUN
ijassa-1252	249	31	when	when	SCONJ
ijassa-1252	249	32	they	they	PRON
ijassa-1252	249	33	arrive	arrive	VERB
ijassa-1252	249	34	,	,	PUNCT
ijassa-1252	249	35	to	to	PART
ijassa-1252	249	36	reduce	reduce	VERB
ijassa-1252	249	37	uncertainty	uncertainty	NOUN
ijassa-1252	249	38	and	and	CCONJ
ijassa-1252	249	39	increase	increase	VERB
ijassa-1252	249	40	the	the	DET
ijassa-1252	249	41	accuracy	accuracy	NOUN
ijassa-1252	249	42	of	of	ADP
ijassa-1252	249	43	the	the	DET
ijassa-1252	249	44	prediction	prediction	NOUN
ijassa-1252	249	45	.	.	PUNCT
ijassa-1252	250	1	however	however	ADV
ijassa-1252	250	2	,	,	PUNCT
ijassa-1252	250	3	the	the	DET
ijassa-1252	250	4	forecast	forecast	NOUN
ijassa-1252	250	5	interval	interval	NOUN
ijassa-1252	250	6	is	be	AUX
ijassa-1252	250	7	large	large	ADJ
ijassa-1252	250	8	enough	enough	ADV
ijassa-1252	250	9	to	to	PART
ijassa-1252	250	10	assume	assume	VERB
ijassa-1252	250	11	that	that	SCONJ
ijassa-1252	250	12	events	event	NOUN
ijassa-1252	250	13	may	may	AUX
ijassa-1252	250	14	occur	occur	VERB
ijassa-1252	250	15	within	within	ADP
ijassa-1252	250	16	it	it	PRON
ijassa-1252	250	17	,	,	PUNCT
ijassa-1252	250	18	leading	lead	VERB
ijassa-1252	250	19	to	to	ADP
ijassa-1252	250	20	drastic	drastic	ADJ
ijassa-1252	250	21	changes	change	NOUN
ijassa-1252	250	22	in	in	ADP
ijassa-1252	250	23	the	the	DET
ijassa-1252	250	24	process	process	NOUN
ijassa-1252	250	25	and	and	CCONJ
ijassa-1252	250	26	requiring	require	VERB
ijassa-1252	250	27	correction	correction	NOUN
ijassa-1252	250	28	of	of	ADP
ijassa-1252	250	29	the	the	DET
ijassa-1252	250	30	forecasting	forecasting	NOUN
ijassa-1252	250	31	model	model	NOUN
ijassa-1252	250	32	.	.	PUNCT
ijassa-1252	251	1	therefore	therefore	ADV
ijassa-1252	251	2	,	,	PUNCT
ijassa-1252	251	3	after	after	ADP
ijassa-1252	251	4	making	make	VERB
ijassa-1252	251	5	a	a	DET
ijassa-1252	251	6	forecast	forecast	NOUN
ijassa-1252	251	7	,	,	PUNCT
ijassa-1252	251	8	it	it	PRON
ijassa-1252	251	9	is	be	AUX
ijassa-1252	251	10	necessary	necessary	ADJ
ijassa-1252	251	11	to	to	PART
ijassa-1252	251	12	monitor	monitor	VERB
ijassa-1252	251	13	the	the	DET
ijassa-1252	251	14	situation	situation	NOUN
ijassa-1252	251	15	and	and	CCONJ
ijassa-1252	251	16	the	the	DET
ijassa-1252	251	17	forecasted	forecast	VERB
ijassa-1252	251	18	process	process	NOUN
ijassa-1252	251	19	in	in	ADP
ijassa-1252	251	20	the	the	DET
ijassa-1252	251	21	macro	macro	NOUN
ijassa-1252	251	22	and	and	CCONJ
ijassa-1252	251	23	business	business	NOUN
ijassa-1252	251	24	environment	environment	NOUN
ijassa-1252	251	25	.	.	PUNCT
ijassa-1252	252	1	we	we	PRON
ijassa-1252	252	2	consider	consider	VERB
ijassa-1252	252	3	a	a	DET
ijassa-1252	252	4	generalized	generalized	ADJ
ijassa-1252	252	5	algorithm	algorithm	NOUN
ijassa-1252	252	6	for	for	ADP
ijassa-1252	252	7	monitoring	monitor	VERB
ijassa-1252	252	8	the	the	DET
ijassa-1252	252	9	situation	situation	NOUN
ijassa-1252	252	10	and	and	CCONJ
ijassa-1252	252	11	the	the	DET
ijassa-1252	252	12	signals	signal	NOUN
ijassa-1252	252	13	it	it	PRON
ijassa-1252	252	14	generates	generate	VERB
ijassa-1252	252	15	in	in	ADP
ijassa-1252	252	16	section	section	NOUN
ijassa-1252	252	17	4.1	4.1	NUM
ijassa-1252	252	18	.	.	PUNCT
ijassa-1252	253	1	based	base	VERB
ijassa-1252	253	2	on	on	ADP
ijassa-1252	253	3	the	the	DET
ijassa-1252	253	4	results	result	NOUN
ijassa-1252	253	5	of	of	ADP
ijassa-1252	253	6	monitoring	monitoring	NOUN
ijassa-1252	253	7	performed	perform	VERB
ijassa-1252	253	8	during	during	ADP
ijassa-1252	253	9	the	the	DET
ijassa-1252	253	10	forecasting	forecasting	NOUN
ijassa-1252	253	11	period	period	NOUN
ijassa-1252	253	12	,	,	PUNCT
ijassa-1252	253	13	we	we	PRON
ijassa-1252	253	14	adjust	adjust	VERB
ijassa-1252	253	15	the	the	DET
ijassa-1252	253	16	forecast	forecast	NOUN
ijassa-1252	253	17	on	on	ADP
ijassa-1252	253	18	the	the	DET
ijassa-1252	253	19	forecasting	forecasting	NOUN
ijassa-1252	253	20	horizon	horizon	NOUN
ijassa-1252	253	21	in	in	ADP
ijassa-1252	253	22	the	the	DET
ijassa-1252	253	23	following	follow	VERB
ijassa-1252	253	24	cases	case	NOUN
ijassa-1252	253	25	:	:	PUNCT
ijassa-1252	253	26			NOUN
ijassa-1252	253	27	when	when	SCONJ
ijassa-1252	253	28	we	we	PRON
ijassa-1252	253	29	receive	receive	VERB
ijassa-1252	253	30	new	new	ADJ
ijassa-1252	253	31	data	datum	NOUN
ijassa-1252	253	32	at	at	ADP
ijassa-1252	253	33	each	each	DET
ijassa-1252	253	34	forecast	forecast	NOUN
ijassa-1252	253	35	time	time	NOUN
ijassa-1252	253	36	horizon	horizon	PROPN
ijassa-1252	253	37	:	:	PUNCT
ijassa-1252	253	38	month	month	NOUN
ijassa-1252	253	39	,	,	PUNCT
ijassa-1252	253	40	quarter	quarter	NOUN
ijassa-1252	253	41	,	,	PUNCT
ijassa-1252	253	42	six	six	NUM
ijassa-1252	253	43	months	month	NOUN
ijassa-1252	253	44	;	;	PUNCT
ijassa-1252	253	45			NOUN
ijassa-1252	253	46	when	when	SCONJ
ijassa-1252	253	47	we	we	PRON
ijassa-1252	253	48	get	get	VERB
ijassa-1252	253	49	signals	signal	NOUN
ijassa-1252	253	50	from	from	ADP
ijassa-1252	253	51	the	the	DET
ijassa-1252	253	52	monitoring	monitoring	NOUN
ijassa-1252	253	53	algorithms	algorithm	NOUN
ijassa-1252	253	54	of	of	ADP
ijassa-1252	253	55	situation	situation	NOUN
ijassa-1252	253	56	using	use	VERB
ijassa-1252	253	57	fcm	fcm	X
ijassa-1252	253	58	;	;	PUNCT
ijassa-1252	253	59			NOUN
ijassa-1252	253	60	when	when	SCONJ
ijassa-1252	253	61	we	we	PRON
ijassa-1252	253	62	receive	receive	VERB
ijassa-1252	253	63	the	the	DET
ijassa-1252	253	64	signals	signal	NOUN
ijassa-1252	253	65	from	from	ADP
ijassa-1252	253	66	time	time	NOUN
ijassa-1252	253	67	series	series	NOUN
ijassa-1252	253	68	monitoring	monitor	VERB
ijassa-1252	253	69	algorithms	algorithm	NOUN
ijassa-1252	253	70	.	.	PUNCT
ijassa-1252	254	1	to	to	PART
ijassa-1252	254	2	successfully	successfully	ADV
ijassa-1252	254	3	adjust	adjust	VERB
ijassa-1252	254	4	the	the	DET
ijassa-1252	254	5	forecast	forecast	NOUN
ijassa-1252	254	6	based	base	VERB
ijassa-1252	254	7	on	on	ADP
ijassa-1252	254	8	the	the	DET
ijassa-1252	254	9	results	result	NOUN
ijassa-1252	254	10	of	of	ADP
ijassa-1252	254	11	detected	detect	VERB
ijassa-1252	254	12	changes	change	NOUN
ijassa-1252	254	13	,	,	PUNCT
ijassa-1252	254	14	it	it	PRON
ijassa-1252	254	15	is	be	AUX
ijassa-1252	254	16	necessary	necessary	ADJ
ijassa-1252	254	17	not	not	PART
ijassa-1252	254	18	only	only	ADV
ijassa-1252	254	19	to	to	PART
ijassa-1252	254	20	detect	detect	VERB
ijassa-1252	254	21	the	the	DET
ijassa-1252	254	22	change	change	NOUN
ijassa-1252	254	23	,	,	PUNCT
ijassa-1252	254	24	but	but	CCONJ
ijassa-1252	254	25	also	also	ADV
ijassa-1252	254	26	to	to	PART
ijassa-1252	254	27	determine	determine	VERB
ijassa-1252	254	28	its	its	PRON
ijassa-1252	254	29	type	type	NOUN
ijassa-1252	254	30	and	and	CCONJ
ijassa-1252	254	31	magnitude	magnitude	NOUN
ijassa-1252	254	32	.	.	PUNCT
ijassa-1252	255	1	to	to	PART
ijassa-1252	255	2	improve	improve	VERB
ijassa-1252	255	3	the	the	DET
ijassa-1252	255	4	quality	quality	NOUN
ijassa-1252	255	5	of	of	ADP
ijassa-1252	255	6	the	the	DET
ijassa-1252	255	7	numerical	numerical	PROPN
ijassa-1252	255	8	forecast	forecast	PROPN
ijassa-1252	255	9	,	,	PUNCT
ijassa-1252	255	10	we	we	PRON
ijassa-1252	255	11	apply	apply	VERB
ijassa-1252	255	12	algorithms	algorithm	NOUN
ijassa-1252	255	13	for	for	ADP
ijassa-1252	255	14	detecting	detect	VERB
ijassa-1252	255	15	changes	change	NOUN
ijassa-1252	255	16	in	in	ADP
ijassa-1252	255	17	series	series	NOUN
ijassa-1252	255	18	level	level	NOUN
ijassa-1252	255	19	,	,	PUNCT
ijassa-1252	255	20	volatility	volatility	NOUN
ijassa-1252	255	21	,	,	PUNCT
ijassa-1252	255	22	trend	trend	NOUN
ijassa-1252	255	23	direction	direction	NOUN
ijassa-1252	255	24	and	and	CCONJ
ijassa-1252	255	25	relationships	relationship	NOUN
ijassa-1252	255	26	between	between	ADP
ijassa-1252	255	27	time	time	NOUN
ijassa-1252	255	28	series	series	NOUN
ijassa-1252	255	29	:	:	PUNCT
ijassa-1252	255	30	granger	granger	PROPN
ijassa-1252	255	31	causality	causality	PROPN
ijassa-1252	255	32	,	,	PUNCT
ijassa-1252	255	33	and	and	CCONJ
ijassa-1252	255	34	cointegration	cointegration	NOUN
ijassa-1252	255	35	[	[	X
ijassa-1252	255	36	18,19	18,19	NUM
ijassa-1252	255	37	]	]	PUNCT
ijassa-1252	255	38	.	.	PUNCT
ijassa-1252	256	1	rules	rule	NOUN
ijassa-1252	256	2	for	for	ADP
ijassa-1252	256	3	adjusting	adjust	VERB
ijassa-1252	256	4	the	the	DET
ijassa-1252	256	5	forecast	forecast	NOUN
ijassa-1252	256	6	.	.	PUNCT
ijassa-1252	257	1	if	if	SCONJ
ijassa-1252	257	2	the	the	DET
ijassa-1252	257	3	drift	drift	NOUN
ijassa-1252	257	4	has	have	AUX
ijassa-1252	257	5	changed	change	VERB
ijassa-1252	257	6	in	in	ADP
ijassa-1252	257	7	the	the	DET
ijassa-1252	257	8	monitored	monitor	VERB
ijassa-1252	257	9	target	target	NOUN
ijassa-1252	257	10	indicator	indicator	NOUN
ijassa-1252	257	11	,	,	PUNCT
ijassa-1252	257	12	we	we	PRON
ijassa-1252	257	13	adjust	adjust	VERB
ijassa-1252	257	14	the	the	DET
ijassa-1252	257	15	deterministic	deterministic	ADJ
ijassa-1252	257	16	trend	trend	NOUN
ijassa-1252	257	17	coefficient	coefficient	NOUN
ijassa-1252	257	18	,	,	PUNCT
ijassa-1252	257	19	if	if	SCONJ
ijassa-1252	257	20	the	the	DET
ijassa-1252	257	21	process	process	NOUN
ijassa-1252	257	22	volatility	volatility	NOUN
ijassa-1252	257	23	has	have	AUX
ijassa-1252	257	24	changed	change	VERB
ijassa-1252	257	25	or	or	CCONJ
ijassa-1252	257	26	we	we	PRON
ijassa-1252	257	27	detected	detect	VERB
ijassa-1252	257	28	deviations	deviation	NOUN
ijassa-1252	257	29	in	in	ADP
ijassa-1252	257	30	the	the	DET
ijassa-1252	257	31	model	model	NOUN
ijassa-1252	257	32	coefficients	coefficient	NOUN
ijassa-1252	257	33	,	,	PUNCT
ijassa-1252	257	34	we	we	PRON
ijassa-1252	257	35	recalculate	recalculate	VERB
ijassa-1252	257	36	the	the	DET
ijassa-1252	257	37	model	model	NOUN
ijassa-1252	257	38	.	.	PUNCT
ijassa-1252	258	1	if	if	SCONJ
ijassa-1252	258	2	the	the	DET
ijassa-1252	258	3	relationship	relationship	NOUN
ijassa-1252	258	4	between	between	ADP
ijassa-1252	258	5	the	the	DET
ijassa-1252	258	6	predicted	predict	VERB
ijassa-1252	258	7	indicator	indicator	NOUN
ijassa-1252	258	8	and	and	CCONJ
ijassa-1252	258	9	the	the	DET
ijassa-1252	258	10	regressors	regressor	NOUN
ijassa-1252	258	11	in	in	ADP
ijassa-1252	258	12	any	any	PRON
ijassa-1252	258	13	of	of	ADP
ijassa-1252	258	14	the	the	DET
ijassa-1252	258	15	models	model	NOUN
ijassa-1252	258	16	has	have	AUX
ijassa-1252	258	17	changed	change	VERB
ijassa-1252	258	18	(	(	PUNCT
ijassa-1252	258	19	granger	granger	NOUN
ijassa-1252	258	20	causality	causality	PROPN
ijassa-1252	258	21	has	have	AUX
ijassa-1252	258	22	been	be	AUX
ijassa-1252	258	23	violated	violate	VERB
ijassa-1252	258	24	)	)	PUNCT
ijassa-1252	258	25	,	,	PUNCT
ijassa-1252	258	26	then	then	ADV
ijassa-1252	258	27	we	we	PRON
ijassa-1252	258	28	exclude	exclude	VERB
ijassa-1252	258	29	this	this	DET
ijassa-1252	258	30	model	model	NOUN
ijassa-1252	258	31	from	from	ADP
ijassa-1252	258	32	the	the	DET
ijassa-1252	258	33	forecast	forecast	NOUN
ijassa-1252	258	34	formula	formula	NOUN
ijassa-1252	258	35	.	.	PUNCT
ijassa-1252	259	1	if	if	SCONJ
ijassa-1252	259	2	cointegration	cointegration	NOUN
ijassa-1252	259	3	is	be	AUX
ijassa-1252	259	4	broken	break	VERB
ijassa-1252	259	5	for	for	ADP
ijassa-1252	259	6	the	the	DET
ijassa-1252	259	7	rows	row	NOUN
ijassa-1252	259	8	included	include	VERB
ijassa-1252	259	9	in	in	ADP
ijassa-1252	259	10	the	the	DET
ijassa-1252	259	11	vecm	vecm	NOUN
ijassa-1252	259	12	model	model	NOUN
ijassa-1252	259	13	,	,	PUNCT
ijassa-1252	259	14	we	we	PRON
ijassa-1252	259	15	replace	replace	VERB
ijassa-1252	259	16	the	the	DET
ijassa-1252	259	17	vec	vec	PROPN
ijassa-1252	259	18	model	model	NOUN
ijassa-1252	259	19	with	with	ADP
ijassa-1252	259	20	a	a	DET
ijassa-1252	259	21	var	var	NOUN
ijassa-1252	259	22	model	model	NOUN
ijassa-1252	259	23	based	base	VERB
ijassa-1252	259	24	on	on	ADP
ijassa-1252	259	25	differences	difference	NOUN
ijassa-1252	259	26	.	.	PUNCT
ijassa-1252	260	1	if	if	SCONJ
ijassa-1252	260	2	we	we	PRON
ijassa-1252	260	3	find	find	VERB
ijassa-1252	260	4	that	that	SCONJ
ijassa-1252	260	5	the	the	DET
ijassa-1252	260	6	cointegration	cointegration	NOUN
ijassa-1252	260	7	between	between	ADP
ijassa-1252	260	8	the	the	DET
ijassa-1252	260	9	series	series	NOUN
ijassa-1252	260	10	in	in	ADP
ijassa-1252	260	11	the	the	DET
ijassa-1252	260	12	vecm	vecm	NOUN
ijassa-1252	260	13	model	model	NOUN
ijassa-1252	260	14	is	be	AUX
ijassa-1252	260	15	broken	break	VERB
ijassa-1252	260	16	,	,	PUNCT
ijassa-1252	260	17	we	we	PRON
ijassa-1252	260	18	replace	replace	VERB
ijassa-1252	260	19	the	the	DET
ijassa-1252	260	20	vec	vec	PROPN
ijassa-1252	260	21	model	model	NOUN
ijassa-1252	260	22	with	with	ADP
ijassa-1252	260	23	a	a	DET
ijassa-1252	260	24	difference	difference	NOUN
ijassa-1252	260	25	-	-	PUNCT
ijassa-1252	260	26	based	base	VERB
ijassa-1252	260	27	var	var	NOUN
ijassa-1252	260	28	model	model	NOUN
ijassa-1252	260	29	.	.	PUNCT
ijassa-1252	261	1	raw	raw	ADJ
ijassa-1252	261	2	material	material	NOUN
ijassa-1252	261	3	price	price	NOUN
ijassa-1252	261	4	forecasting	forecasting	NOUN
ijassa-1252	261	5	on	on	ADP
ijassa-1252	261	6	commodity	commodity	NOUN
ijassa-1252	261	7	markets	market	NOUN
ijassa-1252	261	8	137	137	NUM
ijassa-1252	261	9	copyright	copyright	NOUN
ijassa-1252	261	10	©	©	PROPN
ijassa-1252	261	11	2022	2022	NUM
ijassa-1252	261	12	assa	assa	NOUN
ijassa-1252	261	13	.	.	PUNCT
ijassa-1252	262	1	adv	adv	PROPN
ijassa-1252	262	2	.	.	PUNCT
ijassa-1252	263	1	in	in	ADP
ijassa-1252	263	2	systems	system	NOUN
ijassa-1252	263	3	science	science	NOUN
ijassa-1252	263	4	and	and	CCONJ
ijassa-1252	263	5	appl	appl	NOUN
ijassa-1252	263	6	.	.	PUNCT
ijassa-1252	264	1	(	(	PUNCT
ijassa-1252	264	2	2022	2022	NUM
ijassa-1252	264	3	)	)	PUNCT
ijassa-1252	264	4	5	5	NUM
ijassa-1252	264	5	.	.	PUNCT
ijassa-1252	264	6	results	result	NOUN
ijassa-1252	264	7	of	of	ADP
ijassa-1252	264	8	experimental	experimental	ADJ
ijassa-1252	264	9	study	study	NOUN
ijassa-1252	264	10	the	the	DET
ijassa-1252	264	11	results	result	NOUN
ijassa-1252	264	12	of	of	ADP
ijassa-1252	264	13	the	the	DET
ijassa-1252	264	14	implementation	implementation	NOUN
ijassa-1252	264	15	of	of	ADP
ijassa-1252	264	16	the	the	DET
ijassa-1252	264	17	proposed	propose	VERB
ijassa-1252	264	18	technique	technique	NOUN
ijassa-1252	264	19	we	we	PRON
ijassa-1252	264	20	have	have	AUX
ijassa-1252	264	21	demonstrated	demonstrate	VERB
ijassa-1252	264	22	on	on	ADP
ijassa-1252	264	23	the	the	DET
ijassa-1252	264	24	example	example	NOUN
ijassa-1252	264	25	of	of	ADP
ijassa-1252	264	26	building	build	VERB
ijassa-1252	264	27	a	a	DET
ijassa-1252	264	28	monthly	monthly	ADJ
ijassa-1252	264	29	forecast	forecast	NOUN
ijassa-1252	264	30	for	for	ADP
ijassa-1252	264	31	2019	2019	NUM
ijassa-1252	264	32	prices	price	NOUN
ijassa-1252	264	33	for	for	ADP
ijassa-1252	264	34	ferrous	ferrous	ADJ
ijassa-1252	264	35	scrap	scrap	NOUN
ijassa-1252	264	36	in	in	ADP
ijassa-1252	264	37	the	the	DET
ijassa-1252	264	38	commodity	commodity	NOUN
ijassa-1252	264	39	market	market	NOUN
ijassa-1252	264	40	.	.	PUNCT
ijassa-1252	265	1	stage	stage	NOUN
ijassa-1252	265	2	1	1	NUM
ijassa-1252	265	3	.	.	PUNCT
ijassa-1252	265	4	because	because	SCONJ
ijassa-1252	265	5	of	of	ADP
ijassa-1252	265	6	the	the	DET
ijassa-1252	265	7	structuring	structuring	NOUN
ijassa-1252	265	8	and	and	CCONJ
ijassa-1252	265	9	formalization	formalization	NOUN
ijassa-1252	265	10	of	of	ADP
ijassa-1252	265	11	the	the	DET
ijassa-1252	265	12	subject	subject	ADJ
ijassa-1252	265	13	area	area	NOUN
ijassa-1252	265	14	,	,	PUNCT
ijassa-1252	265	15	we	we	PRON
ijassa-1252	265	16	developed	develop	VERB
ijassa-1252	265	17	a	a	DET
ijassa-1252	265	18	fcm	fcm	X
ijassa-1252	265	19	,	,	PUNCT
ijassa-1252	265	20	the	the	DET
ijassa-1252	265	21	core	core	NOUN
ijassa-1252	265	22	of	of	ADP
ijassa-1252	265	23	which	which	PRON
ijassa-1252	265	24	are	be	AUX
ijassa-1252	265	25	the	the	DET
ijassa-1252	265	26	key	key	ADJ
ijassa-1252	265	27	parameters	parameter	NOUN
ijassa-1252	265	28	of	of	ADP
ijassa-1252	265	29	the	the	DET
ijassa-1252	265	30	scrap	scrap	NOUN
ijassa-1252	265	31	value	value	NOUN
ijassa-1252	265	32	chain	chain	NOUN
ijassa-1252	265	33	:	:	PUNCT
ijassa-1252	265	34	the	the	DET
ijassa-1252	265	35	price	price	NOUN
ijassa-1252	265	36	of	of	ADP
ijassa-1252	265	37	primary	primary	ADJ
ijassa-1252	265	38	and	and	CCONJ
ijassa-1252	265	39	secondary	secondary	ADJ
ijassa-1252	265	40	raw	raw	ADJ
ijassa-1252	265	41	materials	material	NOUN
ijassa-1252	265	42	,	,	PUNCT
ijassa-1252	265	43	production	production	NOUN
ijassa-1252	265	44	cost	cost	NOUN
ijassa-1252	265	45	and	and	CCONJ
ijassa-1252	265	46	demand	demand	NOUN
ijassa-1252	265	47	for	for	ADP
ijassa-1252	265	48	the	the	DET
ijassa-1252	265	49	final	final	ADJ
ijassa-1252	265	50	product	product	NOUN
ijassa-1252	265	51	and	and	CCONJ
ijassa-1252	265	52	system	system	NOUN
ijassa-1252	265	53	factors	factor	NOUN
ijassa-1252	265	54	affecting	affect	VERB
ijassa-1252	265	55	changes	change	NOUN
ijassa-1252	265	56	in	in	ADP
ijassa-1252	265	57	the	the	DET
ijassa-1252	265	58	price	price	NOUN
ijassa-1252	265	59	of	of	ADP
ijassa-1252	265	60	scrap	scrap	NOUN
ijassa-1252	265	61	.	.	PUNCT
ijassa-1252	266	1	we	we	PRON
ijassa-1252	266	2	identified	identify	VERB
ijassa-1252	266	3	four	four	NUM
ijassa-1252	266	4	groups	group	NOUN
ijassa-1252	266	5	of	of	ADP
ijassa-1252	266	6	series	series	NOUN
ijassa-1252	266	7	corresponding	correspond	VERB
ijassa-1252	266	8	to	to	ADP
ijassa-1252	266	9	four	four	NUM
ijassa-1252	266	10	groups	group	NOUN
ijassa-1252	266	11	of	of	ADP
ijassa-1252	266	12	system	system	NOUN
ijassa-1252	266	13	factors	factor	NOUN
ijassa-1252	266	14	:	:	PUNCT
ijassa-1252	266	15	primary	primary	NOUN
ijassa-1252	266	16	(	(	PUNCT
ijassa-1252	266	17	sf1	sf1	PROPN
ijassa-1252	266	18	-	-	PUNCT
ijassa-1252	266	19	group	group	NOUN
ijassa-1252	266	20	)	)	PUNCT
ijassa-1252	266	21	and	and	CCONJ
ijassa-1252	266	22	secondary	secondary	ADJ
ijassa-1252	266	23	(	(	PUNCT
ijassa-1252	266	24	sf2group	sf2group	NOUN
ijassa-1252	266	25	)	)	PUNCT
ijassa-1252	266	26	raw	raw	ADJ
ijassa-1252	266	27	materials	material	NOUN
ijassa-1252	266	28	for	for	ADP
ijassa-1252	266	29	the	the	DET
ijassa-1252	266	30	creation	creation	NOUN
ijassa-1252	266	31	of	of	ADP
ijassa-1252	266	32	metal	metal	NOUN
ijassa-1252	266	33	products	product	NOUN
ijassa-1252	266	34	,	,	PUNCT
ijassa-1252	266	35	finished	finish	VERB
ijassa-1252	266	36	metal	metal	NOUN
ijassa-1252	266	37	products	product	NOUN
ijassa-1252	266	38	(	(	PUNCT
ijassa-1252	266	39	sf3	sf3	PROPN
ijassa-1252	266	40	-	-	PUNCT
ijassa-1252	266	41	group	group	NOUN
ijassa-1252	266	42	)	)	PUNCT
ijassa-1252	266	43	,	,	PUNCT
ijassa-1252	266	44	macroeconomic	macroeconomic	ADJ
ijassa-1252	266	45	indicators	indicator	NOUN
ijassa-1252	266	46	(	(	PUNCT
ijassa-1252	266	47	sf4	sf4	NOUN
ijassa-1252	266	48	-	-	NOUN
ijassa-1252	266	49	group	group	NOUN
ijassa-1252	266	50	)	)	PUNCT
ijassa-1252	266	51	.	.	PUNCT
ijassa-1252	267	1	the	the	DET
ijassa-1252	267	2	2019	2019	NUM
ijassa-1252	267	3	forecast	forecast	NOUN
ijassa-1252	267	4	was	be	AUX
ijassa-1252	267	5	constructed	construct	VERB
ijassa-1252	267	6	using	use	VERB
ijassa-1252	267	7	monthly	monthly	ADJ
ijassa-1252	267	8	data	datum	NOUN
ijassa-1252	267	9	(	(	PUNCT
ijassa-1252	267	10	january	january	PROPN
ijassa-1252	267	11	2016	2016	NUM
ijassa-1252	267	12	december	december	PROPN
ijassa-1252	267	13	2018	2018	NUM
ijassa-1252	267	14	)	)	PUNCT
ijassa-1252	267	15	,	,	PUNCT
ijassa-1252	267	16	quarterly	quarterly	ADJ
ijassa-1252	267	17	,	,	PUNCT
ijassa-1252	267	18	semi	semi	ADJ
ijassa-1252	267	19	-	-	ADJ
ijassa-1252	267	20	annual	annual	ADJ
ijassa-1252	267	21	,	,	PUNCT
ijassa-1252	267	22	and	and	CCONJ
ijassa-1252	267	23	annual	annual	ADJ
ijassa-1252	267	24	data	datum	NOUN
ijassa-1252	267	25	(	(	PUNCT
ijassa-1252	267	26	2010	2010	NUM
ijassa-1252	267	27	-	-	SYM
ijassa-1252	267	28	2018	2018	NUM
ijassa-1252	267	29	)	)	PUNCT
ijassa-1252	267	30	.	.	PUNCT
ijassa-1252	268	1	for	for	ADP
ijassa-1252	268	2	each	each	DET
ijassa-1252	268	3	sf	sf	NOUN
ijassa-1252	268	4	-	-	PUNCT
ijassa-1252	268	5	group	group	NOUN
ijassa-1252	268	6	,	,	PUNCT
ijassa-1252	268	7	we	we	PRON
ijassa-1252	268	8	built	build	VERB
ijassa-1252	268	9	a	a	DET
ijassa-1252	268	10	forecast	forecast	NOUN
ijassa-1252	268	11	by	by	ADP
ijassa-1252	268	12	ensembles	ensemble	NOUN
ijassa-1252	268	13	of	of	ADP
ijassa-1252	268	14	models	model	NOUN
ijassa-1252	268	15	,	,	PUNCT
ijassa-1252	268	16	taking	take	VERB
ijassa-1252	268	17	into	into	ADP
ijassa-1252	268	18	account	account	NOUN
ijassa-1252	268	19	the	the	DET
ijassa-1252	268	20	dynamics	dynamic	NOUN
ijassa-1252	268	21	of	of	ADP
ijassa-1252	268	22	the	the	DET
ijassa-1252	268	23	target	target	NOUN
ijassa-1252	268	24	indicator	indicator	NOUN
ijassa-1252	268	25	and	and	CCONJ
ijassa-1252	268	26	related	related	ADJ
ijassa-1252	268	27	series	series	NOUN
ijassa-1252	268	28	at	at	ADP
ijassa-1252	268	29	different	different	ADJ
ijassa-1252	268	30	time	time	NOUN
ijassa-1252	268	31	scales	scale	NOUN
ijassa-1252	268	32	.	.	PUNCT
ijassa-1252	269	1	we	we	PRON
ijassa-1252	269	2	combined	combine	VERB
ijassa-1252	269	3	the	the	DET
ijassa-1252	269	4	constructed	construct	VERB
ijassa-1252	269	5	forecasts	forecast	NOUN
ijassa-1252	269	6	in	in	ADP
ijassa-1252	269	7	the	the	DET
ijassa-1252	269	8	final	final	ADJ
ijassa-1252	269	9	forecast	forecast	NOUN
ijassa-1252	269	10	,	,	PUNCT
ijassa-1252	269	11	taking	take	VERB
ijassa-1252	269	12	into	into	ADP
ijassa-1252	269	13	account	account	NOUN
ijassa-1252	269	14	the	the	DET
ijassa-1252	269	15	influence	influence	NOUN
ijassa-1252	269	16	of	of	ADP
ijassa-1252	269	17	sf	sf	NOUN
ijassa-1252	269	18	-	-	PUNCT
ijassa-1252	269	19	group	group	NOUN
ijassa-1252	269	20	factors	factor	NOUN
ijassa-1252	269	21	on	on	ADP
ijassa-1252	269	22	the	the	DET
ijassa-1252	269	23	dynamics	dynamic	NOUN
ijassa-1252	269	24	of	of	ADP
ijassa-1252	269	25	the	the	DET
ijassa-1252	269	26	current	current	ADJ
ijassa-1252	269	27	situation	situation	NOUN
ijassa-1252	269	28	(	(	PUNCT
ijassa-1252	269	29	section	section	NOUN
ijassa-1252	269	30	3.2	3.2	NUM
ijassa-1252	269	31	)	)	PUNCT
ijassa-1252	269	32	.	.	PUNCT
ijassa-1252	270	1	figure	figure	VERB
ijassa-1252	270	2	3	3	NUM
ijassa-1252	270	3	shows	show	NOUN
ijassa-1252	270	4	for	for	ADP
ijassa-1252	270	5	comparison	comparison	NOUN
ijassa-1252	270	6	the	the	DET
ijassa-1252	270	7	actual	actual	ADJ
ijassa-1252	270	8	prices	price	NOUN
ijassa-1252	270	9	for	for	ADP
ijassa-1252	270	10	scrap	scrap	NOUN
ijassa-1252	270	11	metal	metal	NOUN
ijassa-1252	270	12	for	for	ADP
ijassa-1252	270	13	2019	2019	NUM
ijassa-1252	270	14	,	,	PUNCT
ijassa-1252	270	15	the	the	DET
ijassa-1252	270	16	monthly	monthly	ADJ
ijassa-1252	270	17	forecast	forecast	NOUN
ijassa-1252	270	18	for	for	ADP
ijassa-1252	270	19	the	the	DET
ijassa-1252	270	20	year	year	NOUN
ijassa-1252	270	21	ahead	ahead	ADV
ijassa-1252	270	22	obtained	obtain	VERB
ijassa-1252	270	23	at	at	ADP
ijassa-1252	270	24	stage	stage	NOUN
ijassa-1252	270	25	1	1	NUM
ijassa-1252	270	26	,	,	PUNCT
ijassa-1252	270	27	the	the	DET
ijassa-1252	270	28	"	"	PUNCT
ijassa-1252	270	29	naive	naive	ADJ
ijassa-1252	270	30	"	"	PUNCT
ijassa-1252	270	31	forecast	forecast	NOUN
ijassa-1252	270	32	(	(	PUNCT
ijassa-1252	270	33	for	for	ADP
ijassa-1252	270	34	which	which	PRON
ijassa-1252	270	35	the	the	DET
ijassa-1252	270	36	forecasts	forecast	NOUN
ijassa-1252	270	37	for	for	ADP
ijassa-1252	270	38	january	january	PROPN
ijassa-1252	270	39	2019	2019	NUM
ijassa-1252	270	40	,	,	PUNCT
ijassa-1252	270	41	february	february	PROPN
ijassa-1252	270	42	2019	2019	NUM
ijassa-1252	270	43	,	,	PUNCT
ijassa-1252	270	44	...	...	PUNCT
ijassa-1252	270	45	,	,	PUNCT
ijassa-1252	270	46	etc	etc	X
ijassa-1252	270	47	.	.	X
ijassa-1252	270	48	are	be	AUX
ijassa-1252	270	49	equal	equal	ADJ
ijassa-1252	270	50	to	to	ADP
ijassa-1252	270	51	the	the	DET
ijassa-1252	270	52	actual	actual	ADJ
ijassa-1252	270	53	prices	price	NOUN
ijassa-1252	270	54	in	in	ADP
ijassa-1252	270	55	january	january	PROPN
ijassa-1252	270	56	2018	2018	NUM
ijassa-1252	270	57	,	,	PUNCT
ijassa-1252	270	58	february	february	PROPN
ijassa-1252	270	59	2019	2019	NUM
ijassa-1252	270	60	,	,	PUNCT
ijassa-1252	270	61	....	....	PUNCT
ijassa-1252	270	62	,	,	PUNCT
ijassa-1252	270	63	etc	etc	X
ijassa-1252	270	64	.	.	X
ijassa-1252	270	65	)	)	PUNCT
ijassa-1252	270	66	.	.	PUNCT
ijassa-1252	271	1	fig	fig	NOUN
ijassa-1252	271	2	.	.	PUNCT
ijassa-1252	272	1	3	3	X
ijassa-1252	272	2	.	.	X
ijassa-1252	272	3	the	the	DET
ijassa-1252	272	4	result	result	NOUN
ijassa-1252	272	5	of	of	ADP
ijassa-1252	272	6	the	the	DET
ijassa-1252	272	7	forecasting	forecasting	NOUN
ijassa-1252	272	8	on	on	ADP
ijassa-1252	272	9	stage	stage	NOUN
ijassa-1252	272	10	1	1	NUM
ijassa-1252	272	11	and	and	CCONJ
ijassa-1252	272	12	naïve	naïve	ADJ
ijassa-1252	272	13	.	.	PUNCT
ijassa-1252	273	1	stage	stage	NOUN
ijassa-1252	273	2	2	2	NUM
ijassa-1252	273	3	.	.	PUNCT
ijassa-1252	274	1	the	the	DET
ijassa-1252	274	2	algorithm	algorithm	NOUN
ijassa-1252	274	3	adjusts	adjust	VERB
ijassa-1252	274	4	the	the	DET
ijassa-1252	274	5	forecast	forecast	NOUN
ijassa-1252	274	6	during	during	ADP
ijassa-1252	274	7	2019	2019	NUM
ijassa-1252	274	8	based	base	VERB
ijassa-1252	274	9	on	on	ADP
ijassa-1252	274	10	signals	signal	NOUN
ijassa-1252	274	11	of	of	ADP
ijassa-1252	274	12	situation	situation	NOUN
ijassa-1252	274	13	and	and	CCONJ
ijassa-1252	274	14	digital	digital	ADJ
ijassa-1252	274	15	monitoring	monitoring	NOUN
ijassa-1252	274	16	signals	signal	NOUN
ijassa-1252	274	17	.	.	PUNCT
ijassa-1252	275	1	as	as	ADP
ijassa-1252	275	2	part	part	NOUN
ijassa-1252	275	3	of	of	ADP
ijassa-1252	275	4	the	the	DET
ijassa-1252	275	5	situation	situation	NOUN
ijassa-1252	275	6	monitoring	monitor	VERB
ijassa-1252	275	7	information	information	NOUN
ijassa-1252	275	8	on	on	ADP
ijassa-1252	275	9	commodity	commodity	NOUN
ijassa-1252	275	10	markets	market	NOUN
ijassa-1252	275	11	and	and	CCONJ
ijassa-1252	275	12	other	other	ADJ
ijassa-1252	275	13	events	event	NOUN
ijassa-1252	275	14	of	of	ADP
ijassa-1252	275	15	the	the	DET
ijassa-1252	275	16	external	external	ADJ
ijassa-1252	275	17	environment	environment	NOUN
ijassa-1252	275	18	in	in	ADP
ijassa-1252	275	19	2019	2019	NUM
ijassa-1252	275	20	,	,	PUNCT
ijassa-1252	275	21	we	we	PRON
ijassa-1252	275	22	conducted	conduct	VERB
ijassa-1252	275	23	a	a	DET
ijassa-1252	275	24	month	month	NOUN
ijassa-1252	275	25	-	-	PUNCT
ijassa-1252	275	26	bymonth	bymonth	NOUN
ijassa-1252	275	27	analysis	analysis	NOUN
ijassa-1252	275	28	.	.	PUNCT
ijassa-1252	276	1	when	when	SCONJ
ijassa-1252	276	2	detecting	detect	VERB
ijassa-1252	276	3	events	event	NOUN
ijassa-1252	276	4	(	(	PUNCT
ijassa-1252	276	5	information	information	NOUN
ijassa-1252	276	6	occasions	occasion	NOUN
ijassa-1252	276	7	)	)	PUNCT
ijassa-1252	276	8	,	,	PUNCT
ijassa-1252	276	9	which	which	PRON
ijassa-1252	276	10	according	accord	VERB
ijassa-1252	276	11	to	to	ADP
ijassa-1252	276	12	preliminary	preliminary	ADJ
ijassa-1252	276	13	expert	expert	NOUN
ijassa-1252	276	14	evaluation	evaluation	NOUN
ijassa-1252	276	15	are	be	AUX
ijassa-1252	276	16	potentially	potentially	ADV
ijassa-1252	276	17	significant	significant	ADJ
ijassa-1252	276	18	for	for	ADP
ijassa-1252	276	19	the	the	DET
ijassa-1252	276	20	change	change	NOUN
ijassa-1252	276	21	in	in	ADP
ijassa-1252	276	22	the	the	DET
ijassa-1252	276	23	forecasting	forecasting	NOUN
ijassa-1252	276	24	indicator	indicator	NOUN
ijassa-1252	276	25	,	,	PUNCT
ijassa-1252	276	26	we	we	PRON
ijassa-1252	276	27	modeled	model	VERB
ijassa-1252	276	28	infs	infs	NOUN
ijassa-1252	276	29	scenarios	scenario	NOUN
ijassa-1252	276	30	"	"	PUNCT
ijassa-1252	276	31	what	what	PRON
ijassa-1252	276	32	happens	happen	VERB
ijassa-1252	276	33	if	if	SCONJ
ijassa-1252	276	34	"	"	PUNCT
ijassa-1252	276	35	to	to	PART
ijassa-1252	276	36	assess	assess	VERB
ijassa-1252	276	37	the	the	DET
ijassa-1252	276	38	significance	significance	NOUN
ijassa-1252	276	39	of	of	ADP
ijassa-1252	276	40	the	the	DET
ijassa-1252	276	41	consequences	consequence	NOUN
ijassa-1252	276	42	of	of	ADP
ijassa-1252	276	43	these	these	DET
ijassa-1252	276	44	information	information	NOUN
ijassa-1252	276	45	occasions	occasion	NOUN
ijassa-1252	276	46	on	on	ADP
ijassa-1252	276	47	the	the	DET
ijassa-1252	276	48	forecasting	forecasting	NOUN
ijassa-1252	276	49	process	process	NOUN
ijassa-1252	276	50	now	now	ADV
ijassa-1252	276	51	of	of	ADP
ijassa-1252	276	52	their	their	PRON
ijassa-1252	276	53	occurrence	occurrence	NOUN
ijassa-1252	276	54	.	.	PUNCT
ijassa-1252	277	1	in	in	ADP
ijassa-1252	277	2	forming	form	VERB
ijassa-1252	277	3	the	the	DET
ijassa-1252	277	4	138	138	NUM
ijassa-1252	277	5	z.k	z.k	PROPN
ijassa-1252	277	6	.	.	PROPN
ijassa-1252	277	7	avdeeva	avdeeva	PROPN
ijassa-1252	277	8	,	,	PUNCT
ijassa-1252	277	9	e.a	e.a	PROPN
ijassa-1252	277	10	.	.	PROPN
ijassa-1252	277	11	grebenuyk	grebenuyk	PROPN
ijassa-1252	277	12	,	,	PUNCT
ijassa-1252	278	1	s.v	s.v	PROPN
ijassa-1252	278	2	.	.	PROPN
ijassa-1252	278	3	kovriga	kovriga	PROPN
ijassa-1252	278	4	copyright	copyright	NOUN
ijassa-1252	278	5	©	©	PROPN
ijassa-1252	278	6	2022	2022	NUM
ijassa-1252	278	7	assa	assa	PROPN
ijassa-1252	278	8	adv	adv	PROPN
ijassa-1252	278	9	.	.	PUNCT
ijassa-1252	279	1	in	in	ADP
ijassa-1252	279	2	systems	system	NOUN
ijassa-1252	279	3	science	science	NOUN
ijassa-1252	279	4	and	and	CCONJ
ijassa-1252	279	5	appl	appl	NOUN
ijassa-1252	279	6	.	.	PUNCT
ijassa-1252	280	1	(	(	PUNCT
ijassa-1252	280	2	2022	2022	NUM
ijassa-1252	280	3	)	)	PUNCT
ijassa-1252	280	4	scenario	scenario	NOUN
ijassa-1252	280	5	,	,	PUNCT
ijassa-1252	280	6	we	we	PRON
ijassa-1252	280	7	correlated	correlate	VERB
ijassa-1252	280	8	each	each	DET
ijassa-1252	280	9	information	information	NOUN
ijassa-1252	280	10	occasions	occasion	NOUN
ijassa-1252	280	11	with	with	ADP
ijassa-1252	280	12	the	the	DET
ijassa-1252	280	13	system	system	NOUN
ijassa-1252	280	14	-	-	PUNCT
ijassa-1252	280	15	forming	form	VERB
ijassa-1252	280	16	factors	factor	NOUN
ijassa-1252	280	17	of	of	ADP
ijassa-1252	280	18	the	the	DET
ijassa-1252	280	19	fcm	fcm	X
ijassa-1252	280	20	.	.	PUNCT
ijassa-1252	281	1	a	a	DET
ijassa-1252	281	2	fragment	fragment	NOUN
ijassa-1252	281	3	of	of	ADP
ijassa-1252	281	4	the	the	DET
ijassa-1252	281	5	situation	situation	NOUN
ijassa-1252	281	6	monitoring	monitor	VERB
ijassa-1252	281	7	log	log	NOUN
ijassa-1252	281	8	for	for	ADP
ijassa-1252	281	9	7	7	NUM
ijassa-1252	281	10	months	month	NOUN
ijassa-1252	281	11	is	be	AUX
ijassa-1252	281	12	presented	present	VERB
ijassa-1252	281	13	in	in	ADP
ijassa-1252	281	14	table	table	NOUN
ijassa-1252	281	15	1	1	NUM
ijassa-1252	281	16	,	,	PUNCT
ijassa-1252	281	17	which	which	PRON
ijassa-1252	281	18	contains	contain	VERB
ijassa-1252	281	19	signals	signal	NOUN
ijassa-1252	281	20	to	to	PART
ijassa-1252	281	21	be	be	AUX
ijassa-1252	281	22	transmitted	transmit	VERB
ijassa-1252	281	23	to	to	ADP
ijassa-1252	281	24	the	the	DET
ijassa-1252	281	25	digital	digital	ADJ
ijassa-1252	281	26	forecasting	forecasting	NOUN
ijassa-1252	281	27	correction	correction	NOUN
ijassa-1252	281	28	block	block	NOUN
ijassa-1252	281	29	.	.	PUNCT
ijassa-1252	282	1	let	let	VERB
ijassa-1252	282	2	us	we	PRON
ijassa-1252	282	3	explain	explain	VERB
ijassa-1252	282	4	the	the	DET
ijassa-1252	282	5	formation	formation	NOUN
ijassa-1252	282	6	of	of	ADP
ijassa-1252	282	7	the	the	DET
ijassa-1252	282	8	trend	trend	NOUN
ijassa-1252	282	9	change	change	NOUN
ijassa-1252	282	10	signal	signal	NOUN
ijassa-1252	282	11	and	and	CCONJ
ijassa-1252	282	12	the	the	DET
ijassa-1252	282	13	formation	formation	NOUN
ijassa-1252	282	14	of	of	ADP
ijassa-1252	282	15	weights	weight	NOUN
ijassa-1252	282	16	of	of	ADP
ijassa-1252	282	17	significance	significance	NOUN
ijassa-1252	282	18	of	of	ADP
ijassa-1252	282	19	groups	group	NOUN
ijassa-1252	282	20	by	by	ADP
ijassa-1252	282	21	the	the	DET
ijassa-1252	282	22	examples	example	NOUN
ijassa-1252	282	23	of	of	ADP
ijassa-1252	282	24	january	january	PROPN
ijassa-1252	282	25	2019	2019	NUM
ijassa-1252	282	26	,	,	PUNCT
ijassa-1252	282	27	march	march	PROPN
ijassa-1252	282	28	2019	2019	NUM
ijassa-1252	282	29	and	and	CCONJ
ijassa-1252	282	30	august	august	PROPN
ijassa-1252	282	31	2019	2019	NUM
ijassa-1252	282	32	events	event	NOUN
ijassa-1252	282	33	.	.	PUNCT
ijassa-1252	283	1	figure	figure	NOUN
ijassa-1252	283	2	4	4	NUM
ijassa-1252	283	3	demonstrates	demonstrate	VERB
ijassa-1252	283	4	the	the	DET
ijassa-1252	283	5	initial	initial	ADJ
ijassa-1252	283	6	data	datum	NOUN
ijassa-1252	283	7	and	and	CCONJ
ijassa-1252	283	8	the	the	DET
ijassa-1252	283	9	results	result	NOUN
ijassa-1252	283	10	of	of	ADP
ijassa-1252	283	11	the	the	DET
ijassa-1252	283	12	scenario	scenario	NOUN
ijassa-1252	283	13	modeling	modeling	NOUN
ijassa-1252	283	14	for	for	ADP
ijassa-1252	283	15	the	the	DET
ijassa-1252	283	16	formation	formation	NOUN
ijassa-1252	283	17	of	of	ADP
ijassa-1252	283	18	the	the	DET
ijassa-1252	283	19	signals	signal	NOUN
ijassa-1252	283	20	by	by	ADP
ijassa-1252	283	21	monitoring	monitor	VERB
ijassa-1252	283	22	the	the	DET
ijassa-1252	283	23	events	event	NOUN
ijassa-1252	283	24	of	of	ADP
ijassa-1252	283	25	january	january	PROPN
ijassa-1252	283	26	2019	2019	NUM
ijassa-1252	283	27	.	.	PUNCT
ijassa-1252	284	1	for	for	ADP
ijassa-1252	284	2	example	example	NOUN
ijassa-1252	284	3	,	,	PUNCT
ijassa-1252	284	4	in	in	ADP
ijassa-1252	284	5	january	january	PROPN
ijassa-1252	284	6	2019	2019	NUM
ijassa-1252	284	7	,	,	PUNCT
ijassa-1252	284	8	we	we	PRON
ijassa-1252	284	9	identified	identify	VERB
ijassa-1252	284	10	a	a	DET
ijassa-1252	284	11	potentially	potentially	ADV
ijassa-1252	284	12	significant	significant	ADJ
ijassa-1252	284	13	information	information	NOUN
ijassa-1252	284	14	factor	factor	NOUN
ijassa-1252	284	15	a	a	DET
ijassa-1252	284	16	fire	fire	NOUN
ijassa-1252	284	17	at	at	ADP
ijassa-1252	284	18	a	a	DET
ijassa-1252	284	19	large	large	ADJ
ijassa-1252	284	20	steel	steel	NOUN
ijassa-1252	284	21	plant	plant	NOUN
ijassa-1252	284	22	in	in	ADP
ijassa-1252	284	23	brazil	brazil	PROPN
ijassa-1252	284	24	and	and	CCONJ
ijassa-1252	284	25	its	its	PRON
ijassa-1252	284	26	shutdown	shutdown	NOUN
ijassa-1252	284	27	,	,	PUNCT
ijassa-1252	284	28	which	which	PRON
ijassa-1252	284	29	caused	cause	VERB
ijassa-1252	284	30	a	a	DET
ijassa-1252	284	31	sharp	sharp	ADJ
ijassa-1252	284	32	increase	increase	NOUN
ijassa-1252	284	33	in	in	ADP
ijassa-1252	284	34	steel	steel	NOUN
ijassa-1252	284	35	prices	price	NOUN
ijassa-1252	284	36	in	in	ADP
ijassa-1252	284	37	the	the	DET
ijassa-1252	284	38	u.s	u.s	PROPN
ijassa-1252	284	39	.	.	PROPN
ijassa-1252	284	40	market	market	NOUN
ijassa-1252	284	41	.	.	PUNCT
ijassa-1252	285	1	the	the	DET
ijassa-1252	285	2	baseline	baseline	PROPN
ijassa-1252	285	3	scenario	scenario	NOUN
ijassa-1252	285	4	factor	factor	NOUN
ijassa-1252	285	5	activity	activity	NOUN
ijassa-1252	285	6	for	for	ADP
ijassa-1252	285	7	this	this	DET
ijassa-1252	285	8	information	information	NOUN
ijassa-1252	285	9	trigger	trigger	NOUN
ijassa-1252	285	10	is	be	AUX
ijassa-1252	285	11	given	give	VERB
ijassa-1252	285	12	on	on	ADP
ijassa-1252	285	13	a	a	DET
ijassa-1252	285	14	linguistic	linguistic	ADJ
ijassa-1252	285	15	scale	scale	NOUN
ijassa-1252	285	16	(	(	PUNCT
ijassa-1252	285	17	0.2	0.2	NUM
ijassa-1252	285	18	weak	weak	ADJ
ijassa-1252	285	19	increase	increase	NOUN
ijassa-1252	285	20	,	,	PUNCT
ijassa-1252	285	21	-0.2	-0.2	NOUN
ijassa-1252	285	22	weak	weak	ADJ
ijassa-1252	285	23	decrease	decrease	NOUN
ijassa-1252	285	24	,	,	PUNCT
ijassa-1252	285	25	0.5	0.5	NUM
ijassa-1252	285	26	average	average	ADJ
ijassa-1252	285	27	increase	increase	NOUN
ijassa-1252	285	28	,	,	PUNCT
ijassa-1252	285	29	etc	etc	X
ijassa-1252	285	30	.	.	X
ijassa-1252	285	31	,	,	PUNCT
ijassa-1252	285	32	see	see	VERB
ijassa-1252	285	33	the	the	DET
ijassa-1252	285	34	legend	legend	NOUN
ijassa-1252	285	35	to	to	PART
ijassa-1252	285	36	figure	figure	VERB
ijassa-1252	285	37	4	4	NUM
ijassa-1252	285	38	)	)	PUNCT
ijassa-1252	285	39	.	.	PUNCT
ijassa-1252	286	1	table	table	NOUN
ijassa-1252	286	2	1	1	NUM
ijassa-1252	286	3	.	.	PUNCT
ijassa-1252	287	1	situation	situation	NOUN
ijassa-1252	287	2	monitoring	monitoring	NOUN
ijassa-1252	287	3	results	result	NOUN
ijassa-1252	287	4	:	:	PUNCT
ijassa-1252	287	5	signals	signal	NOUN
ijassa-1252	287	6	generated	generate	VERB
ijassa-1252	287	7	from	from	ADP
ijassa-1252	287	8	the	the	DET
ijassa-1252	287	9	results	result	NOUN
ijassa-1252	287	10	of	of	ADP
ijassa-1252	287	11	scenario	scenario	NOUN
ijassa-1252	287	12	modelling	modelling	NOUN
ijassa-1252	287	13	for	for	ADP
ijassa-1252	287	14	transmission	transmission	NOUN
ijassa-1252	287	15	to	to	ADP
ijassa-1252	287	16	the	the	DET
ijassa-1252	287	17	forecast	forecast	NOUN
ijassa-1252	287	18	correction	correction	NOUN
ijassa-1252	287	19	block	block	NOUN
ijassa-1252	287	20	observation	observation	NOUN
ijassa-1252	287	21	period	period	NOUN
ijassa-1252	288	1	01’19	01’19	ADV
ijassa-1252	289	1	02’19	02’19	NUM
ijassa-1252	290	1	03’19	03’19	NUM
ijassa-1252	290	2	04’19	04’19	NOUN
ijassa-1252	291	1	05’19	05’19	ADP
ijassa-1252	291	2	06’19	06’19	NUM
ijassa-1252	291	3	07’19	07’19	NUM
ijassa-1252	291	4	…	…	SYM
ijassa-1252	291	5	1	1	NUM
ijassa-1252	291	6	2	2	NUM
ijassa-1252	291	7	3	3	NUM
ijassa-1252	291	8	4	4	NUM
ijassa-1252	291	9	5	5	NUM
ijassa-1252	291	10	6	6	NUM
ijassa-1252	291	11	7	7	NUM
ijassa-1252	291	12	8	8	NUM
ijassa-1252	291	13	(	(	PUNCT
ijassa-1252	291	14	)	)	PUNCT
ijassa-1252	291	15	in	in	ADP
ijassa-1252	291	16	y	y	PROPN
ijassa-1252	291	17	+1	+1	PROPN
ijassa-1252	291	18			PUNCT
ijassa-1252	291	19	=	=	NOUN
ijassa-1252	291	20	0,3	0,3	NOUN
ijassa-1252	291	21	0	0	NUM
ijassa-1252	291	22	-1	-1	NOUN
ijassa-1252	291	23			PUNCT
ijassa-1252	292	1	=	=	PUNCT
ijassa-1252	292	2	-0,1	-0,1	NOUN
ijassa-1252	292	3	0	0	NUM
ijassa-1252	293	1	+1	+1	NOUN
ijassa-1252	293	2			NOUN
ijassa-1252	293	3	=	=	SYM
ijassa-1252	293	4	0,1	0,1	NUM
ijassa-1252	293	5	-1	-1	NOUN
ijassa-1252	293	6			PUNCT
ijassa-1252	294	1	=	=	PUNCT
ijassa-1252	294	2	-0,1	-0,1	INTJ
ijassa-1252	295	1	+1	+1	INTJ
ijassa-1252	295	2			PUNCT
ijassa-1252	296	1	=	=	NOUN
ijassa-1252	296	2	0,3	0,3	NOUN
ijassa-1252	296	3	0	0	NUM
ijassa-1252	296	4	(	(	PUNCT
ijassa-1252	296	5	)	)	PUNCT
ijassa-1252	296	6	sign	sign	VERB
ijassa-1252	296	7	y	y	NOUN
ijassa-1252	297	1	+1	+1	ADJ
ijassa-1252	297	2	+1	+1	INTJ
ijassa-1252	298	1	-1	-1	INTJ
ijassa-1252	298	2	+1	+1	INTJ
ijassa-1252	299	1	-1	-1	INTJ
ijassa-1252	300	1	i	i	PRON
ijassa-1252	300	2	m	m	VERB
ijassa-1252	300	3	0	0	NUM
ijassa-1252	300	4	ic	ic	PROPN
ijassa-1252	300	5	1	1	NUM
ijassa-1252	300	6	ic	ic	NUM
ijassa-1252	300	7	2	2	NUM
ijassa-1252	300	8	ic	ic	NUM
ijassa-1252	300	9	3	3	NUM
ijassa-1252	300	10	ic	ic	NUM
ijassa-1252	300	11	4	4	NUM
ijassa-1252	300	12	ic	ic	NUM
ijassa-1252	300	13	5	5	NUM
ijassa-1252	300	14	ic	ic	NUM
ijassa-1252	300	15	6	6	NUM
ijassa-1252	300	16	ic	ic	NOUN
ijassa-1252	300	17	7	7	NUM
ijassa-1252	300	18	ic	ic	PROPN
ijassa-1252	300	19	sf1	sf1	PROPN
ijassa-1252	300	20	0,4	0,4	NUM
ijassa-1252	300	21	0,7	0,7	NUM
ijassa-1252	300	22	0,6	0,6	NUM
ijassa-1252	300	23	0,3	0,3	NUM
ijassa-1252	300	24	0,3	0,3	NUM
ijassa-1252	300	25	0,7	0,7	NUM
ijassa-1252	300	26	0,4	0,4	NUM
ijassa-1252	300	27	sf2	sf2	NOUN
ijassa-1252	300	28	0,3	0,3	NUM
ijassa-1252	300	29	0,4	0,4	NUM
ijassa-1252	300	30	0,2	0,2	NUM
ijassa-1252	300	31	0,2	0,2	NUM
ijassa-1252	300	32	0,6	0,6	NUM
ijassa-1252	300	33	sf3	sf3	PROPN
ijassa-1252	300	34	0,2	0,2	NUM
ijassa-1252	300	35	0,5	0,5	NUM
ijassa-1252	300	36	0,5	0,5	NUM
ijassa-1252	300	37	0,3	0,3	NUM
ijassa-1252	300	38	sf4	sf4	NOUN
ijassa-1252	300	39	0,1	0,1	NUM
ijassa-1252	300	40	0,3	0,3	NUM
ijassa-1252	300	41	based	base	VERB
ijassa-1252	300	42	on	on	ADP
ijassa-1252	300	43	the	the	DET
ijassa-1252	300	44	results	result	NOUN
ijassa-1252	300	45	of	of	ADP
ijassa-1252	300	46	the	the	DET
ijassa-1252	300	47	simulation	simulation	NOUN
ijassa-1252	300	48	,	,	PUNCT
ijassa-1252	300	49	we	we	PRON
ijassa-1252	300	50	formed	form	VERB
ijassa-1252	300	51	a	a	DET
ijassa-1252	300	52	trend	trend	NOUN
ijassa-1252	300	53	change	change	NOUN
ijassa-1252	300	54	signal	signal	NOUN
ijassa-1252	300	55	for	for	ADP
ijassa-1252	300	56	the	the	DET
ijassa-1252	300	57	scrap	scrap	NOUN
ijassa-1252	300	58	price	price	NOUN
ijassa-1252	300	59	(	(	PUNCT
ijassa-1252	300	60	)	)	PUNCT
ijassa-1252	300	61	in	in	ADP
ijassa-1252	300	62	y	y	PROPN
ijassa-1252	300	63	in	in	ADP
ijassa-1252	300	64	january	january	PROPN
ijassa-1252	300	65	2019	2019	NUM
ijassa-1252	300	66	,	,	PUNCT
ijassa-1252	300	67	and	and	CCONJ
ijassa-1252	300	68	adjusted	adjust	VERB
ijassa-1252	300	69	the	the	DET
ijassa-1252	300	70	significance	significance	NOUN
ijassa-1252	300	71	weights	weight	VERB
ijassa-1252	300	72	for	for	ADP
ijassa-1252	300	73	the	the	DET
ijassa-1252	300	74	influence	influence	NOUN
ijassa-1252	300	75	of	of	ADP
ijassa-1252	300	76	sfgroups	sfgroup	NOUN
ijassa-1252	300	77	(	(	PUNCT
ijassa-1252	300	78	see	see	VERB
ijassa-1252	300	79	column	column	NOUN
ijassa-1252	300	80	2	2	NUM
ijassa-1252	300	81	in	in	ADP
ijassa-1252	300	82	table	table	NOUN
ijassa-1252	300	83	1	1	NUM
ijassa-1252	300	84	and	and	CCONJ
ijassa-1252	300	85	the	the	DET
ijassa-1252	300	86	histogram	histogram	NOUN
ijassa-1252	300	87	on	on	ADP
ijassa-1252	300	88	the	the	DET
ijassa-1252	300	89	right	right	NOUN
ijassa-1252	300	90	in	in	ADP
ijassa-1252	300	91	figure	figure	NOUN
ijassa-1252	300	92	4	4	NUM
ijassa-1252	300	93	)	)	PUNCT
ijassa-1252	300	94	.	.	PUNCT
ijassa-1252	301	1	in	in	ADP
ijassa-1252	301	2	march	march	PROPN
ijassa-1252	301	3	2019	2019	NUM
ijassa-1252	301	4	,	,	PUNCT
ijassa-1252	301	5	the	the	DET
ijassa-1252	301	6	situation	situation	NOUN
ijassa-1252	301	7	monitoring	monitor	VERB
ijassa-1252	301	8	algorithm	algorithm	NOUN
ijassa-1252	301	9	identified	identify	VERB
ijassa-1252	301	10	changes	change	NOUN
ijassa-1252	301	11	in	in	ADP
ijassa-1252	301	12	demand	demand	NOUN
ijassa-1252	301	13	for	for	ADP
ijassa-1252	301	14	steel	steel	NOUN
ijassa-1252	301	15	products	product	NOUN
ijassa-1252	301	16	in	in	ADP
ijassa-1252	301	17	europe	europe	PROPN
ijassa-1252	301	18	and	and	CCONJ
ijassa-1252	301	19	the	the	DET
ijassa-1252	301	20	introduction	introduction	NOUN
ijassa-1252	301	21	of	of	ADP
ijassa-1252	301	22	us	us	PROPN
ijassa-1252	301	23	duties	duty	NOUN
ijassa-1252	301	24	on	on	ADP
ijassa-1252	301	25	imported	import	VERB
ijassa-1252	301	26	steel	steel	NOUN
ijassa-1252	301	27	products	product	NOUN
ijassa-1252	301	28	.	.	PUNCT
ijassa-1252	302	1	based	base	VERB
ijassa-1252	302	2	on	on	ADP
ijassa-1252	302	3	these	these	DET
ijassa-1252	302	4	data	datum	NOUN
ijassa-1252	302	5	,	,	PUNCT
ijassa-1252	302	6	the	the	DET
ijassa-1252	302	7	qualitative	qualitative	ADJ
ijassa-1252	302	8	forecast	forecast	NOUN
ijassa-1252	302	9	for	for	ADP
ijassa-1252	302	10	the	the	DET
ijassa-1252	302	11	fcm	fcm	X
ijassa-1252	302	12	(	(	PUNCT
ijassa-1252	302	13	infs	infs	PROPN
ijassa-1252	302	14	scenario	scenario	PROPN
ijassa-1252	302	15	)	)	PUNCT
ijassa-1252	302	16	showed	show	VERB
ijassa-1252	302	17	that	that	SCONJ
ijassa-1252	302	18	in	in	ADP
ijassa-1252	302	19	march	march	PROPN
ijassa-1252	302	20	the	the	DET
ijassa-1252	302	21	significance	significance	NOUN
ijassa-1252	302	22	of	of	ADP
ijassa-1252	302	23	the	the	DET
ijassa-1252	302	24	quantitative	quantitative	ADJ
ijassa-1252	302	25	forecast	forecast	NOUN
ijassa-1252	302	26	for	for	ADP
ijassa-1252	302	27	the	the	DET
ijassa-1252	302	28	group	group	NOUN
ijassa-1252	302	29	of	of	ADP
ijassa-1252	302	30	factors	factor	NOUN
ijassa-1252	302	31	reflecting	reflect	VERB
ijassa-1252	302	32	demand	demand	NOUN
ijassa-1252	302	33	for	for	ADP
ijassa-1252	302	34	finished	finished	ADJ
ijassa-1252	302	35	products	product	NOUN
ijassa-1252	302	36	(	(	PUNCT
ijassa-1252	302	37	sf3	sf3	PROPN
ijassa-1252	302	38	-	-	PUNCT
ijassa-1252	302	39	group	group	NOUN
ijassa-1252	302	40	)	)	PUNCT
ijassa-1252	302	41	is	be	AUX
ijassa-1252	302	42	the	the	DET
ijassa-1252	302	43	highest	high	ADJ
ijassa-1252	302	44	(	(	PUNCT
ijassa-1252	302	45	see	see	VERB
ijassa-1252	302	46	column	column	NOUN
ijassa-1252	302	47	2	2	NUM
ijassa-1252	302	48	in	in	ADP
ijassa-1252	302	49	table	table	NOUN
ijassa-1252	302	50	1	1	NUM
ijassa-1252	302	51	)	)	PUNCT
ijassa-1252	302	52	.	.	PUNCT
ijassa-1252	303	1	in	in	ADP
ijassa-1252	303	2	addition	addition	NOUN
ijassa-1252	303	3	,	,	PUNCT
ijassa-1252	303	4	in	in	ADP
ijassa-1252	303	5	august	august	PROPN
ijassa-1252	303	6	2019	2019	NUM
ijassa-1252	303	7	,	,	PUNCT
ijassa-1252	303	8	the	the	DET
ijassa-1252	303	9	numerical	numerical	ADJ
ijassa-1252	303	10	monitoring	monitoring	NOUN
ijassa-1252	303	11	algorithm	algorithm	NOUN
ijassa-1252	303	12	revealed	reveal	VERB
ijassa-1252	303	13	a	a	DET
ijassa-1252	303	14	lack	lack	NOUN
ijassa-1252	303	15	of	of	ADP
ijassa-1252	303	16	relationships	relationship	NOUN
ijassa-1252	303	17	between	between	ADP
ijassa-1252	303	18	causal	causal	ADJ
ijassa-1252	303	19	factors	factor	NOUN
ijassa-1252	303	20	and	and	CCONJ
ijassa-1252	303	21	target	target	NOUN
ijassa-1252	303	22	indicator	indicator	NOUN
ijassa-1252	303	23	in	in	ADP
ijassa-1252	303	24	some	some	DET
ijassa-1252	303	25	forecast	forecast	NOUN
ijassa-1252	303	26	models	model	NOUN
ijassa-1252	303	27	and	and	CCONJ
ijassa-1252	303	28	,	,	PUNCT
ijassa-1252	303	29	as	as	ADP
ijassa-1252	303	30	a	a	DET
ijassa-1252	303	31	consequence	consequence	NOUN
ijassa-1252	303	32	,	,	PUNCT
ijassa-1252	303	33	a	a	DET
ijassa-1252	303	34	violation	violation	NOUN
ijassa-1252	303	35	of	of	ADP
ijassa-1252	303	36	cointegration	cointegration	NOUN
ijassa-1252	303	37	in	in	ADP
ijassa-1252	303	38	them	they	PRON
ijassa-1252	303	39	.	.	PUNCT
ijassa-1252	304	1	based	base	VERB
ijassa-1252	304	2	on	on	ADP
ijassa-1252	304	3	changes	change	NOUN
ijassa-1252	304	4	identified	identify	VERB
ijassa-1252	304	5	(	(	PUNCT
ijassa-1252	304	6	march	march	PROPN
ijassa-1252	304	7	2019	2019	NUM
ijassa-1252	304	8	,	,	PUNCT
ijassa-1252	304	9	august	august	PROPN
ijassa-1252	304	10	2019	2019	NUM
ijassa-1252	304	11	)	)	PUNCT
ijassa-1252	304	12	,	,	PUNCT
ijassa-1252	304	13	the	the	DET
ijassa-1252	304	14	algorithm	algorithm	NOUN
ijassa-1252	304	15	assigns	assign	VERB
ijassa-1252	304	16	the	the	DET
ijassa-1252	304	17	maximum	maximum	ADJ
ijassa-1252	304	18	weight	weight	NOUN
ijassa-1252	304	19	(	(	PUNCT
ijassa-1252	304	20	march	march	PROPN
ijassa-1252	304	21	2019	2019	NUM
ijassa-1252	304	22	)	)	PUNCT
ijassa-1252	304	23	to	to	ADP
ijassa-1252	304	24	the	the	DET
ijassa-1252	304	25	group	group	NOUN
ijassa-1252	304	26	of	of	ADP
ijassa-1252	304	27	factor	factor	NOUN
ijassa-1252	304	28	models	model	NOUN
ijassa-1252	304	29	reflecting	reflect	VERB
ijassa-1252	304	30	demand	demand	NOUN
ijassa-1252	304	31	for	for	ADP
ijassa-1252	304	32	finished	finished	ADJ
ijassa-1252	304	33	goods	good	NOUN
ijassa-1252	304	34	,	,	PUNCT
ijassa-1252	304	35	and	and	CCONJ
ijassa-1252	304	36	replaces	replace	VERB
ijassa-1252	304	37	models	model	NOUN
ijassa-1252	304	38	with	with	ADP
ijassa-1252	304	39	co	co	NOUN
ijassa-1252	304	40	-	-	NOUN
ijassa-1252	304	41	integration	integration	NOUN
ijassa-1252	304	42	violations	violation	NOUN
ijassa-1252	304	43	with	with	ADP
ijassa-1252	304	44	other	other	ADJ
ijassa-1252	304	45	models	model	NOUN
ijassa-1252	304	46	from	from	ADP
ijassa-1252	304	47	the	the	DET
ijassa-1252	304	48	same	same	ADJ
ijassa-1252	304	49	sf	sf	PROPN
ijassa-1252	304	50	group	group	NOUN
ijassa-1252	304	51	(	(	PUNCT
ijassa-1252	304	52	august	august	PROPN
ijassa-1252	304	53	2019	2019	NUM
ijassa-1252	304	54	)	)	PUNCT
ijassa-1252	304	55	.	.	PUNCT
ijassa-1252	305	1	thus	thus	ADV
ijassa-1252	305	2	,	,	PUNCT
ijassa-1252	305	3	given	give	VERB
ijassa-1252	305	4	the	the	DET
ijassa-1252	305	5	signals	signal	NOUN
ijassa-1252	305	6	generated	generate	VERB
ijassa-1252	305	7	by	by	ADP
ijassa-1252	305	8	situation	situation	NOUN
ijassa-1252	305	9	monitoring	monitoring	NOUN
ijassa-1252	305	10	(	(	PUNCT
ijassa-1252	305	11	table	table	NOUN
ijassa-1252	305	12	1	1	NUM
ijassa-1252	305	13	)	)	PUNCT
ijassa-1252	305	14	,	,	PUNCT
ijassa-1252	305	15	the	the	DET
ijassa-1252	305	16	numerical	numerical	ADJ
ijassa-1252	305	17	prediction	prediction	NOUN
ijassa-1252	305	18	algorithm	algorithm	NOUN
ijassa-1252	305	19	recalculates	recalculate	VERB
ijassa-1252	305	20	for	for	ADP
ijassa-1252	305	21	each	each	DET
ijassa-1252	305	22	sf	sf	NOUN
ijassa-1252	305	23	-	-	PUNCT
ijassa-1252	305	24	group	group	NOUN
ijassa-1252	305	25	the	the	DET
ijassa-1252	305	26	prediction	prediction	NOUN
ijassa-1252	305	27	for	for	ADP
ijassa-1252	305	28	ensembles	ensemble	NOUN
ijassa-1252	305	29	of	of	ADP
ijassa-1252	305	30	models	model	NOUN
ijassa-1252	305	31	.	.	PUNCT
ijassa-1252	306	1	figure	figure	NOUN
ijassa-1252	306	2	5	5	NUM
ijassa-1252	306	3	demonstrates	demonstrate	VERB
ijassa-1252	306	4	the	the	DET
ijassa-1252	306	5	results	result	NOUN
ijassa-1252	306	6	of	of	ADP
ijassa-1252	306	7	forecasting	forecasting	NOUN
ijassa-1252	306	8	in	in	ADP
ijassa-1252	306	9	two	two	NUM
ijassa-1252	306	10	variants	variant	NOUN
ijassa-1252	306	11	:	:	PUNCT
ijassa-1252	306	12	the	the	DET
ijassa-1252	306	13	forecast	forecast	NOUN
ijassa-1252	306	14	at	at	ADP
ijassa-1252	306	15	stage	stage	NOUN
ijassa-1252	306	16	1	1	NUM
ijassa-1252	306	17	(	(	PUNCT
ijassa-1252	306	18	the	the	DET
ijassa-1252	306	19	broken	broken	ADJ
ijassa-1252	306	20	line	line	NOUN
ijassa-1252	306	21	"	"	PUNCT
ijassa-1252	306	22	stage	stage	NOUN
ijassa-1252	306	23	1	1	NUM
ijassa-1252	306	24	(	(	PUNCT
ijassa-1252	306	25	algorithm	algorithm	NOUN
ijassa-1252	306	26	1	1	NUM
ijassa-1252	306	27	)	)	PUNCT
ijassa-1252	306	28	"	"	PUNCT
ijassa-1252	306	29	)	)	PUNCT
ijassa-1252	306	30	and	and	CCONJ
ijassa-1252	306	31	with	with	ADP
ijassa-1252	306	32	its	its	PRON
ijassa-1252	306	33	correction	correction	NOUN
ijassa-1252	306	34	by	by	ADP
ijassa-1252	306	35	signals	signal	NOUN
ijassa-1252	306	36	from	from	ADP
ijassa-1252	306	37	monitoring	monitor	VERB
ijassa-1252	306	38	carried	carry	VERB
ijassa-1252	306	39	out	out	ADP
ijassa-1252	306	40	on	on	ADP
ijassa-1252	306	41	the	the	DET
ijassa-1252	306	42	forecast	forecast	NOUN
ijassa-1252	306	43	horizon	horizon	NOUN
ijassa-1252	306	44	(	(	PUNCT
ijassa-1252	306	45	the	the	DET
ijassa-1252	306	46	broken	broken	ADJ
ijassa-1252	306	47	line	line	NOUN
ijassa-1252	306	48	"	"	PUNCT
ijassa-1252	306	49	stage	stage	NOUN
ijassa-1252	306	50	2	2	NUM
ijassa-1252	306	51	(	(	PUNCT
ijassa-1252	306	52	algorithm	algorithm	NOUN
ijassa-1252	306	53	2	2	NUM
ijassa-1252	306	54	)	)	PUNCT
ijassa-1252	306	55	"	"	PUNCT
ijassa-1252	306	56	)	)	PUNCT
ijassa-1252	306	57	.	.	PUNCT
ijassa-1252	307	1	raw	raw	ADJ
ijassa-1252	307	2	material	material	NOUN
ijassa-1252	307	3	price	price	NOUN
ijassa-1252	307	4	forecasting	forecasting	NOUN
ijassa-1252	307	5	on	on	ADP
ijassa-1252	307	6	commodity	commodity	NOUN
ijassa-1252	307	7	markets	market	NOUN
ijassa-1252	307	8	139	139	NUM
ijassa-1252	307	9	copyright	copyright	NOUN
ijassa-1252	307	10	©	©	PROPN
ijassa-1252	307	11	2022	2022	NUM
ijassa-1252	307	12	assa	assa	NOUN
ijassa-1252	307	13	.	.	PUNCT
ijassa-1252	308	1	adv	adv	PROPN
ijassa-1252	308	2	.	.	PUNCT
ijassa-1252	309	1	in	in	ADP
ijassa-1252	309	2	systems	system	NOUN
ijassa-1252	309	3	science	science	NOUN
ijassa-1252	309	4	and	and	CCONJ
ijassa-1252	309	5	appl	appl	NOUN
ijassa-1252	309	6	.	.	PUNCT
ijassa-1252	310	1	(	(	PUNCT
ijassa-1252	310	2	2022	2022	NUM
ijassa-1252	310	3	)	)	PUNCT
ijassa-1252	310	4	fig	fig	NOUN
ijassa-1252	310	5	4	4	NUM
ijassa-1252	310	6	.	.	PUNCT
ijassa-1252	311	1	the	the	DET
ijassa-1252	311	2	examples	example	NOUN
ijassa-1252	311	3	of	of	ADP
ijassa-1252	311	4	scenarios	scenario	NOUN
ijassa-1252	311	5	:	:	PUNCT
ijassa-1252	311	6	results	result	VERB
ijassa-1252	311	7	for	for	ADP
ijassa-1252	311	8	dec’18	dec’18	PROPN
ijassa-1252	311	9	and	and	CCONJ
ijassa-1252	311	10	jan’19	jan’19	PROPN
ijassa-1252	311	11	we	we	PRON
ijassa-1252	311	12	compared	compare	VERB
ijassa-1252	311	13	the	the	DET
ijassa-1252	311	14	results	result	NOUN
ijassa-1252	311	15	of	of	ADP
ijassa-1252	311	16	forecasting	forecast	VERB
ijassa-1252	311	17	with	with	ADP
ijassa-1252	311	18	the	the	DET
ijassa-1252	311	19	following	follow	VERB
ijassa-1252	311	20	algorithms	algorithm	NOUN
ijassa-1252	311	21	:	:	PUNCT
ijassa-1252	311	22	"	"	PUNCT
ijassa-1252	311	23	naive	naive	ADJ
ijassa-1252	311	24	"	"	PUNCT
ijassa-1252	311	25	forecast	forecast	NOUN
ijassa-1252	311	26	,	,	PUNCT
ijassa-1252	311	27	forecasting	forecasting	NOUN
ijassa-1252	311	28	using	use	VERB
ijassa-1252	311	29	arima	arima	PROPN
ijassa-1252	311	30	autoregressive	autoregressive	ADJ
ijassa-1252	311	31	model	model	NOUN
ijassa-1252	311	32	,	,	PUNCT
ijassa-1252	311	33	forecast	forecast	PROPN
ijassa-1252	311	34	generated	generate	VERB
ijassa-1252	311	35	at	at	ADP
ijassa-1252	311	36	stage	stage	NOUN
ijassa-1252	311	37	1	1	NUM
ijassa-1252	311	38	without	without	ADP
ijassa-1252	311	39	correction	correction	NOUN
ijassa-1252	311	40	at	at	ADP
ijassa-1252	311	41	forecast	forecast	NOUN
ijassa-1252	311	42	horizon	horizon	NOUN
ijassa-1252	311	43	(	(	PUNCT
ijassa-1252	311	44	stage	stage	NOUN
ijassa-1252	311	45	1	1	NUM
ijassa-1252	311	46	)	)	PUNCT
ijassa-1252	311	47	and	and	CCONJ
ijassa-1252	311	48	algorithm	algorithm	NOUN
ijassa-1252	311	49	with	with	ADP
ijassa-1252	311	50	correction	correction	NOUN
ijassa-1252	311	51	at	at	ADP
ijassa-1252	311	52	forecast	forecast	NOUN
ijassa-1252	311	53	horizon	horizon	NOUN
ijassa-1252	311	54	(	(	PUNCT
ijassa-1252	311	55	stage	stage	NOUN
ijassa-1252	311	56	2	2	NUM
ijassa-1252	311	57	)	)	PUNCT
ijassa-1252	311	58	.	.	PUNCT
ijassa-1252	312	1	the	the	DET
ijassa-1252	312	2	following	follow	VERB
ijassa-1252	312	3	metrics	metric	NOUN
ijassa-1252	312	4	were	be	AUX
ijassa-1252	312	5	used	use	VERB
ijassa-1252	312	6	to	to	PART
ijassa-1252	312	7	assess	assess	VERB
ijassa-1252	312	8	the	the	DET
ijassa-1252	312	9	quality	quality	NOUN
ijassa-1252	312	10	of	of	ADP
ijassa-1252	312	11	the	the	DET
ijassa-1252	312	12	prediction	prediction	NOUN
ijassa-1252	312	13	:	:	PUNCT
ijassa-1252	312	14	mean	mean	VERB
ijassa-1252	312	15	absolute	absolute	ADJ
ijassa-1252	312	16	error	error	NOUN
ijassa-1252	312	17	in	in	ADP
ijassa-1252	312	18	percent	percent	NOUN
ijassa-1252	312	19	(	(	PUNCT
ijassa-1252	312	20	mape	mape	NOUN
ijassa-1252	312	21	)	)	PUNCT
ijassa-1252	312	22	and	and	CCONJ
ijassa-1252	312	23	root	root	NOUN
ijassa-1252	312	24	mean	mean	ADJ
ijassa-1252	312	25	square	square	ADJ
ijassa-1252	312	26	error	error	NOUN
ijassa-1252	312	27	(	(	PUNCT
ijassa-1252	312	28	rmse	rmse	NOUN
ijassa-1252	312	29	)	)	PUNCT
ijassa-1252	312	30	to	to	PART
ijassa-1252	312	31	assess	assess	VERB
ijassa-1252	312	32	the	the	DET
ijassa-1252	312	33	accuracy	accuracy	NOUN
ijassa-1252	312	34	of	of	ADP
ijassa-1252	312	35	the	the	DET
ijassa-1252	312	36	prediction	prediction	NOUN
ijassa-1252	312	37	:	:	PUNCT
ijassa-1252	313	1	|	|	ADP
ijassa-1252	313	2	1	1	X
ijassa-1252	313	3	ˆ100	ˆ100	PROPN
ijassa-1252	313	4	n	n	NUM
ijassa-1252	313	5	t	t	NOUN
ijassa-1252	313	6	t	t	PROPN
ijassa-1252	313	7	t	t	NOUN
ijassa-1252	313	8	h	h	NOUN
ijassa-1252	314	1	i	i	PRON
ijassa-1252	314	2	t	t	VERB
ijassa-1252	314	3	y	y	PROPN
ijassa-1252	314	4	y	y	PROPN
ijassa-1252	314	5	mape	mape	PROPN
ijassa-1252	314	6	n	n	PROPN
ijassa-1252	314	7	y	y	PROPN
ijassa-1252	314	8			PROPN
ijassa-1252	314	9			PROPN
ijassa-1252	314	10			PROPN
ijassa-1252	314	11			NUM
ijassa-1252	314	12			X
ijassa-1252	314	13	,	,	PUNCT
ijassa-1252	315	1	2	2	NUM
ijassa-1252	315	2	|	|	NOUN
ijassa-1252	315	3	1	1	NUM
ijassa-1252	315	4	1	1	NUM
ijassa-1252	315	5	ˆ	ˆ	NOUN
ijassa-1252	315	6	(	(	PUNCT
ijassa-1252	315	7	)	)	PUNCT
ijassa-1252	315	8	n	n	ADP
ijassa-1252	315	9	t	t	NOUN
ijassa-1252	315	10	t	t	PROPN
ijassa-1252	315	11	t	t	PROPN
ijassa-1252	315	12	h	h	NOUN
ijassa-1252	316	1	i	i	PRON
ijassa-1252	316	2	rmse	rmse	VERB
ijassa-1252	316	3	y	y	PROPN
ijassa-1252	316	4	y	y	PROPN
ijassa-1252	316	5	n	n	ADV
ijassa-1252	316	6			VERB
ijassa-1252	316	7			PROPN
ijassa-1252	316	8			NOUN
ijassa-1252	317	1			NOUN
ijassa-1252	317	2	;	;	PUNCT
ijassa-1252	317	3	mean	mean	VERB
ijassa-1252	317	4	percentage	percentage	NOUN
ijassa-1252	317	5	error	error	NOUN
ijassa-1252	317	6	(	(	PUNCT
ijassa-1252	317	7	mpe	mpe	NOUN
ijassa-1252	317	8	)	)	PUNCT
ijassa-1252	317	9	to	to	PART
ijassa-1252	317	10	assess	assess	VERB
ijassa-1252	317	11	the	the	DET
ijassa-1252	317	12	systematic	systematic	ADJ
ijassa-1252	317	13	error	error	NOUN
ijassa-1252	317	14	|	|	NOUN
ijassa-1252	317	15	1	1	NUM
ijassa-1252	317	16	ˆ100	ˆ100	PROPN
ijassa-1252	317	17	n	n	NUM
ijassa-1252	317	18	t	t	NOUN
ijassa-1252	317	19	t	t	PROPN
ijassa-1252	318	1	t	t	NOUN
ijassa-1252	319	1	h	h	NOUN
ijassa-1252	320	1	i	i	PRON
ijassa-1252	320	2	t	t	VERB
ijassa-1252	320	3	y	y	PROPN
ijassa-1252	320	4	y	y	PROPN
ijassa-1252	320	5	mpe	mpe	PROPN
ijassa-1252	320	6	n	n	PROPN
ijassa-1252	320	7	y	y	PROPN
ijassa-1252	320	8			PROPN
ijassa-1252	320	9			PROPN
ijassa-1252	320	10			NOUN
ijassa-1252	321	1			NOUN
ijassa-1252	321	2			PROPN
ijassa-1252	321	3			PROPN
ijassa-1252	322	1			PROPN
ijassa-1252	322	2			NOUN
ijassa-1252	323	1			PROPN
ijassa-1252	324	1			ADJ
ijassa-1252	324	2			NOUN
ijassa-1252	324	3			X
ijassa-1252	324	4	,	,	PUNCT
ijassa-1252	324	5	where	where	SCONJ
ijassa-1252	324	6	ty	ty	PRON
ijassa-1252	324	7	is	be	AUX
ijassa-1252	324	8	the	the	DET
ijassa-1252	324	9	value	value	NOUN
ijassa-1252	324	10	of	of	ADP
ijassa-1252	324	11	the	the	DET
ijassa-1252	324	12	forecast	forecast	NOUN
ijassa-1252	324	13	indicator	indicator	NOUN
ijassa-1252	324	14	at	at	ADP
ijassa-1252	324	15	time	time	NOUN
ijassa-1252	324	16	t	t	PROPN
ijassa-1252	324	17	(	(	PUNCT
ijassa-1252	324	18	monthly	monthly	ADV
ijassa-1252	324	19	)	)	PUNCT
ijassa-1252	324	20	,	,	PUNCT
ijassa-1252	324	21	calculated	calculate	VERB
ijassa-1252	324	22	with	with	ADP
ijassa-1252	324	23	the	the	DET
ijassa-1252	324	24	horizon	horizon	NOUN
ijassa-1252	324	25	h	h	NOUN
ijassa-1252	324	26	(	(	PUNCT
ijassa-1252	324	27	2019	2019	NUM
ijassa-1252	324	28	year	year	NOUN
ijassa-1252	324	29	)	)	PUNCT
ijassa-1252	324	30	at	at	ADP
ijassa-1252	324	31	time	time	NOUN
ijassa-1252	324	32	t	t	PROPN
ijassa-1252	324	33	h	h	PROPN
ijassa-1252	324	34	(	(	PUNCT
ijassa-1252	324	35	2018	2018	NUM
ijassa-1252	324	36	year	year	NOUN
ijassa-1252	324	37	)	)	PUNCT
ijassa-1252	324	38	.	.	PUNCT
ijassa-1252	325	1	comparison	comparison	NOUN
ijassa-1252	325	2	of	of	ADP
ijassa-1252	325	3	forecasting	forecasting	NOUN
ijassa-1252	325	4	errors	error	NOUN
ijassa-1252	325	5	was	be	AUX
ijassa-1252	325	6	carried	carry	VERB
ijassa-1252	325	7	out	out	ADP
ijassa-1252	325	8	according	accord	VERB
ijassa-1252	325	9	to	to	ADP
ijassa-1252	325	10	the	the	DET
ijassa-1252	325	11	following	following	ADJ
ijassa-1252	325	12	algorithms	algorithm	NOUN
ijassa-1252	325	13	:	:	PUNCT
ijassa-1252	325	14	naive	naive	ADJ
ijassa-1252	325	15	forecasting	forecasting	NOUN
ijassa-1252	325	16	(	(	PUNCT
ijassa-1252	325	17	naive	naive	ADJ
ijassa-1252	325	18	)	)	PUNCT
ijassa-1252	325	19	,	,	PUNCT
ijassa-1252	325	20	forecasting	forecast	VERB
ijassa-1252	325	21	by	by	ADP
ijassa-1252	325	22	arima	arima	PROPN
ijassa-1252	325	23	model	model	NOUN
ijassa-1252	325	24	.	.	PUNCT
ijassa-1252	326	1	the	the	DET
ijassa-1252	326	2	results	result	NOUN
ijassa-1252	326	3	are	be	AUX
ijassa-1252	326	4	presented	present	VERB
ijassa-1252	326	5	in	in	ADP
ijassa-1252	326	6	table	table	NOUN
ijassa-1252	326	7	2	2	NUM
ijassa-1252	326	8	.	.	PUNCT
ijassa-1252	327	1	the	the	DET
ijassa-1252	327	2	experimental	experimental	ADJ
ijassa-1252	327	3	results	result	NOUN
ijassa-1252	327	4	presented	present	VERB
ijassa-1252	327	5	here	here	ADV
ijassa-1252	327	6	demonstrate	demonstrate	VERB
ijassa-1252	327	7	the	the	DET
ijassa-1252	327	8	advantage	advantage	NOUN
ijassa-1252	327	9	of	of	ADP
ijassa-1252	327	10	our	our	PRON
ijassa-1252	327	11	technique	technique	NOUN
ijassa-1252	327	12	.	.	PUNCT
ijassa-1252	328	1	at	at	ADP
ijassa-1252	328	2	step	step	NOUN
ijassa-1252	328	3	1	1	NUM
ijassa-1252	328	4	,	,	PUNCT
ijassa-1252	328	5	the	the	DET
ijassa-1252	328	6	forecast	forecast	NOUN
ijassa-1252	328	7	accuracy	accuracy	NOUN
ijassa-1252	328	8	increases	increase	VERB
ijassa-1252	328	9	almost	almost	ADV
ijassa-1252	328	10	twice	twice	DET
ijassa-1252	328	11	as	as	ADV
ijassa-1252	328	12	much	much	ADJ
ijassa-1252	328	13	as	as	ADP
ijassa-1252	328	14	the	the	DET
ijassa-1252	328	15	"	"	PUNCT
ijassa-1252	328	16	naive	naive	ADJ
ijassa-1252	328	17	"	"	PUNCT
ijassa-1252	328	18	forecast	forecast	NOUN
ijassa-1252	328	19	and	and	CCONJ
ijassa-1252	328	20	arima	arima	PROPN
ijassa-1252	328	21	,	,	PUNCT
ijassa-1252	328	22	and	and	CCONJ
ijassa-1252	328	23	the	the	DET
ijassa-1252	328	24	bias	bias	NOUN
ijassa-1252	328	25	,	,	PUNCT
ijassa-1252	328	26	10.5	10.5	NUM
ijassa-1252	328	27	and	and	CCONJ
ijassa-1252	328	28	3	3	NUM
ijassa-1252	328	29	times	time	NOUN
ijassa-1252	328	30	,	,	PUNCT
ijassa-1252	328	31	respectively	respectively	ADV
ijassa-1252	328	32	.	.	PUNCT
ijassa-1252	329	1	applying	apply	VERB
ijassa-1252	329	2	correction	correction	NOUN
ijassa-1252	329	3	on	on	ADP
ijassa-1252	329	4	the	the	DET
ijassa-1252	329	5	forecast	forecast	NOUN
ijassa-1252	329	6	horizon	horizon	NOUN
ijassa-1252	329	7	reduces	reduce	VERB
ijassa-1252	329	8	the	the	DET
ijassa-1252	329	9	absolute	absolute	ADJ
ijassa-1252	329	10	percentage	percentage	NOUN
ijassa-1252	329	11	error	error	NOUN
ijassa-1252	329	12	by	by	ADP
ijassa-1252	329	13	20	20	NUM
ijassa-1252	329	14	%	%	NOUN
ijassa-1252	329	15	and	and	CCONJ
ijassa-1252	329	16	the	the	DET
ijassa-1252	329	17	bias	bias	NOUN
ijassa-1252	329	18	by	by	ADP
ijassa-1252	329	19	a	a	DET
ijassa-1252	329	20	factor	factor	NOUN
ijassa-1252	329	21	of	of	ADP
ijassa-1252	329	22	5	5	NUM
ijassa-1252	329	23	compared	compare	VERB
ijassa-1252	329	24	to	to	ADP
ijassa-1252	329	25	the	the	DET
ijassa-1252	329	26	forecast	forecast	NOUN
ijassa-1252	329	27	constructed	construct	VERB
ijassa-1252	329	28	from	from	ADP
ijassa-1252	329	29	data	datum	NOUN
ijassa-1252	329	30	up	up	ADP
ijassa-1252	329	31	to	to	ADP
ijassa-1252	329	32	december	december	PROPN
ijassa-1252	329	33	2018	2018	NUM
ijassa-1252	329	34	.	.	PUNCT
ijassa-1252	330	1	the	the	DET
ijassa-1252	330	2	results	result	NOUN
ijassa-1252	330	3	shown	show	VERB
ijassa-1252	330	4	in	in	ADP
ijassa-1252	330	5	table	table	NOUN
ijassa-1252	330	6	2	2	NUM
ijassa-1252	330	7	demonstrate	demonstrate	VERB
ijassa-1252	330	8	the	the	DET
ijassa-1252	330	9	advantage	advantage	NOUN
ijassa-1252	330	10	of	of	ADP
ijassa-1252	330	11	the	the	DET
ijassa-1252	330	12	proposed	propose	VERB
ijassa-1252	330	13	forecasting	forecasting	NOUN
ijassa-1252	330	14	technique	technique	NOUN
ijassa-1252	330	15	relative	relative	ADJ
ijassa-1252	330	16	to	to	ADP
ijassa-1252	330	17	naive	naive	ADJ
ijassa-1252	330	18	and	and	CCONJ
ijassa-1252	330	19	arima	arima	PROPN
ijassa-1252	330	20	forecasts	forecast	NOUN
ijassa-1252	330	21	by	by	ADP
ijassa-1252	330	22	the	the	DET
ijassa-1252	330	23	criteria	criterion	NOUN
ijassa-1252	330	24	of	of	ADP
ijassa-1252	330	25	accuracy	accuracy	NOUN
ijassa-1252	330	26	and	and	CCONJ
ijassa-1252	330	27	bias	bias	NOUN
ijassa-1252	330	28	of	of	ADP
ijassa-1252	330	29	forecast	forecast	NOUN
ijassa-1252	330	30	.	.	PUNCT
ijassa-1252	331	1	140	140	NUM
ijassa-1252	331	2	z.k	z.k	PROPN
ijassa-1252	331	3	.	.	PUNCT
ijassa-1252	331	4	avdeeva	avdeeva	PROPN
ijassa-1252	331	5	,	,	PUNCT
ijassa-1252	331	6	e.a	e.a	PROPN
ijassa-1252	331	7	.	.	PROPN
ijassa-1252	331	8	grebenuyk	grebenuyk	PROPN
ijassa-1252	331	9	,	,	PUNCT
ijassa-1252	332	1	s.v	s.v	PROPN
ijassa-1252	332	2	.	.	PROPN
ijassa-1252	332	3	kovriga	kovriga	PROPN
ijassa-1252	332	4	copyright	copyright	NOUN
ijassa-1252	332	5	©	©	PROPN
ijassa-1252	332	6	2022	2022	NUM
ijassa-1252	332	7	assa	assa	PROPN
ijassa-1252	332	8	adv	adv	PROPN
ijassa-1252	332	9	.	.	PUNCT
ijassa-1252	333	1	in	in	ADP
ijassa-1252	333	2	systems	system	NOUN
ijassa-1252	333	3	science	science	NOUN
ijassa-1252	333	4	and	and	CCONJ
ijassa-1252	333	5	appl	appl	NOUN
ijassa-1252	333	6	.	.	PUNCT
ijassa-1252	334	1	(	(	PUNCT
ijassa-1252	334	2	2022	2022	NUM
ijassa-1252	334	3	)	)	PUNCT
ijassa-1252	334	4	fig	fig	NOUN
ijassa-1252	334	5	.	.	PUNCT
ijassa-1252	335	1	5	5	NUM
ijassa-1252	335	2	.	.	PUNCT
ijassa-1252	335	3	the	the	DET
ijassa-1252	335	4	result	result	NOUN
ijassa-1252	335	5	of	of	ADP
ijassa-1252	335	6	the	the	DET
ijassa-1252	335	7	forecasting	forecasting	NOUN
ijassa-1252	335	8	on	on	ADP
ijassa-1252	335	9	stage	stage	NOUN
ijassa-1252	335	10	1	1	NUM
ijassa-1252	335	11	and	and	CCONJ
ijassa-1252	335	12	stage	stage	NOUN
ijassa-1252	335	13	2	2	NUM
ijassa-1252	335	14	table	table	NOUN
ijassa-1252	335	15	2	2	NUM
ijassa-1252	335	16	.	.	PUNCT
ijassa-1252	335	17	average	average	ADJ
ijassa-1252	335	18	error	error	NOUN
ijassa-1252	335	19	of	of	ADP
ijassa-1252	335	20	the	the	DET
ijassa-1252	335	21	annual	annual	ADJ
ijassa-1252	335	22	forecast	forecast	NOUN
ijassa-1252	335	23	with	with	ADP
ijassa-1252	335	24	a	a	DET
ijassa-1252	335	25	monthly	monthly	ADJ
ijassa-1252	335	26	split	split	NOUN
ijassa-1252	335	27	built	build	VERB
ijassa-1252	335	28	by	by	ADP
ijassa-1252	335	29	different	different	ADJ
ijassa-1252	335	30	algorithms	algorithm	NOUN
ijassa-1252	335	31	algorithm	algorithm	NOUN
ijassa-1252	335	32	mape	mape	NOUN
ijassa-1252	335	33	2019	2019	NUM
ijassa-1252	335	34	rmse	rmse	NOUN
ijassa-1252	335	35	2019($	2019($	NUM
ijassa-1252	335	36	)	)	PUNCT
ijassa-1252	335	37	mpe	mpe	NOUN
ijassa-1252	335	38	2019	2019	NUM
ijassa-1252	335	39	algorithm	algorithm	NOUN
ijassa-1252	335	40	2	2	NUM
ijassa-1252	335	41	5,29	5,29	NUM
ijassa-1252	335	42	17,09	17,09	NUM
ijassa-1252	335	43	-0,2	-0,2	PROPN
ijassa-1252	335	44	algorithm	algorithm	NOUN
ijassa-1252	335	45	1	1	NUM
ijassa-1252	335	46	6,26	6,26	NUM
ijassa-1252	335	47	17,9	17,9	PROPN
ijassa-1252	335	48	-1,09	-1,09	PROPN
ijassa-1252	335	49	arima	arima	PROPN
ijassa-1252	335	50	12,5	12,5	NUM
ijassa-1252	335	51	38,57	38,57	NUM
ijassa-1252	335	52	-3,5	-3,5	CCONJ
ijassa-1252	335	53	naive	naive	ADJ
ijassa-1252	335	54	11,2	11,2	NOUN
ijassa-1252	336	1	35,14	35,14	ADV
ijassa-1252	336	2	-9,67	-9,67	PUNCT
ijassa-1252	336	3	6	6	NUM
ijassa-1252	336	4	.	.	X
ijassa-1252	336	5	conclusion	conclusion	NOUN
ijassa-1252	336	6	this	this	DET
ijassa-1252	336	7	article	article	NOUN
ijassa-1252	336	8	considered	consider	VERB
ijassa-1252	336	9	the	the	DET
ijassa-1252	336	10	problem	problem	NOUN
ijassa-1252	336	11	of	of	ADP
ijassa-1252	336	12	forecasting	forecast	VERB
ijassa-1252	336	13	commodity	commodity	NOUN
ijassa-1252	336	14	prices	price	NOUN
ijassa-1252	336	15	for	for	ADP
ijassa-1252	336	16	the	the	DET
ijassa-1252	336	17	year	year	NOUN
ijassa-1252	336	18	ahead	ahead	ADV
ijassa-1252	336	19	,	,	PUNCT
ijassa-1252	336	20	broken	break	VERB
ijassa-1252	336	21	down	down	ADP
ijassa-1252	336	22	by	by	ADP
ijassa-1252	336	23	months	month	NOUN
ijassa-1252	336	24	.	.	PUNCT
ijassa-1252	337	1	the	the	DET
ijassa-1252	337	2	purpose	purpose	NOUN
ijassa-1252	337	3	of	of	ADP
ijassa-1252	337	4	this	this	DET
ijassa-1252	337	5	study	study	NOUN
ijassa-1252	337	6	was	be	AUX
ijassa-1252	337	7	to	to	PART
ijassa-1252	337	8	form	form	VERB
ijassa-1252	337	9	a	a	DET
ijassa-1252	337	10	monthly	monthly	ADJ
ijassa-1252	337	11	forecast	forecast	NOUN
ijassa-1252	337	12	of	of	ADP
ijassa-1252	337	13	the	the	DET
ijassa-1252	337	14	price	price	NOUN
ijassa-1252	337	15	of	of	ADP
ijassa-1252	337	16	a	a	DET
ijassa-1252	337	17	certain	certain	ADJ
ijassa-1252	337	18	type	type	NOUN
ijassa-1252	337	19	of	of	ADP
ijassa-1252	337	20	raw	raw	ADJ
ijassa-1252	337	21	material	material	NOUN
ijassa-1252	337	22	(	(	PUNCT
ijassa-1252	337	23	target	target	NOUN
ijassa-1252	337	24	indicator	indicator	NOUN
ijassa-1252	337	25	)	)	PUNCT
ijassa-1252	337	26	on	on	ADP
ijassa-1252	337	27	the	the	DET
ijassa-1252	337	28	commodity	commodity	NOUN
ijassa-1252	337	29	market	market	NOUN
ijassa-1252	337	30	for	for	ADP
ijassa-1252	337	31	the	the	DET
ijassa-1252	337	32	year	year	NOUN
ijassa-1252	337	33	ahead	ahead	ADV
ijassa-1252	337	34	.	.	PUNCT
ijassa-1252	338	1	when	when	SCONJ
ijassa-1252	338	2	constructing	construct	VERB
ijassa-1252	338	3	mediumand	mediumand	NOUN
ijassa-1252	338	4	long	long	ADJ
ijassa-1252	338	5	-	-	PUNCT
ijassa-1252	338	6	term	term	NOUN
ijassa-1252	338	7	forecasts	forecast	NOUN
ijassa-1252	338	8	,	,	PUNCT
ijassa-1252	338	9	information	information	NOUN
ijassa-1252	338	10	about	about	ADP
ijassa-1252	338	11	future	future	ADJ
ijassa-1252	338	12	events	event	NOUN
ijassa-1252	338	13	that	that	PRON
ijassa-1252	338	14	change	change	VERB
ijassa-1252	338	15	the	the	DET
ijassa-1252	338	16	dynamics	dynamic	NOUN
ijassa-1252	338	17	of	of	ADP
ijassa-1252	338	18	the	the	DET
ijassa-1252	338	19	forecasted	forecast	VERB
ijassa-1252	338	20	value	value	NOUN
ijassa-1252	338	21	in	in	ADP
ijassa-1252	338	22	the	the	DET
ijassa-1252	338	23	interval	interval	NOUN
ijassa-1252	338	24	between	between	ADP
ijassa-1252	338	25	forecasts	forecast	NOUN
ijassa-1252	338	26	is	be	AUX
ijassa-1252	338	27	not	not	PART
ijassa-1252	338	28	available	available	ADJ
ijassa-1252	338	29	in	in	ADP
ijassa-1252	338	30	the	the	DET
ijassa-1252	338	31	data	datum	NOUN
ijassa-1252	338	32	at	at	ADP
ijassa-1252	338	33	the	the	DET
ijassa-1252	338	34	time	time	NOUN
ijassa-1252	338	35	of	of	ADP
ijassa-1252	338	36	the	the	DET
ijassa-1252	338	37	forecast	forecast	NOUN
ijassa-1252	338	38	.	.	PUNCT
ijassa-1252	339	1	for	for	ADP
ijassa-1252	339	2	such	such	ADJ
ijassa-1252	339	3	situations	situation	NOUN
ijassa-1252	339	4	of	of	ADP
ijassa-1252	339	5	uncertainty	uncertainty	NOUN
ijassa-1252	339	6	,	,	PUNCT
ijassa-1252	339	7	we	we	PRON
ijassa-1252	339	8	proposed	propose	VERB
ijassa-1252	339	9	a	a	DET
ijassa-1252	339	10	forecasting	forecasting	NOUN
ijassa-1252	339	11	technique	technique	NOUN
ijassa-1252	339	12	based	base	VERB
ijassa-1252	339	13	on	on	ADP
ijassa-1252	339	14	monitoring	monitor	VERB
ijassa-1252	339	15	the	the	DET
ijassa-1252	339	16	situation	situation	NOUN
ijassa-1252	339	17	and	and	CCONJ
ijassa-1252	339	18	regularly	regularly	ADV
ijassa-1252	339	19	including	include	VERB
ijassa-1252	339	20	expert	expert	ADJ
ijassa-1252	339	21	information	information	NOUN
ijassa-1252	339	22	in	in	ADP
ijassa-1252	339	23	the	the	DET
ijassa-1252	339	24	generated	generate	VERB
ijassa-1252	339	25	digital	digital	ADJ
ijassa-1252	339	26	forecast	forecast	NOUN
ijassa-1252	339	27	over	over	ADP
ijassa-1252	339	28	the	the	DET
ijassa-1252	339	29	forecasting	forecasting	NOUN
ijassa-1252	339	30	interval	interval	NOUN
ijassa-1252	339	31	.	.	PUNCT
ijassa-1252	340	1	this	this	DET
ijassa-1252	340	2	technique	technique	NOUN
ijassa-1252	340	3	includes	include	VERB
ijassa-1252	340	4			NOUN
ijassa-1252	340	5	structuring	structuring	NOUN
ijassa-1252	340	6	and	and	CCONJ
ijassa-1252	340	7	processing	processing	NOUN
ijassa-1252	340	8	of	of	ADP
ijassa-1252	340	9	expert	expert	NOUN
ijassa-1252	340	10	judgments	judgment	NOUN
ijassa-1252	340	11	and	and	CCONJ
ijassa-1252	340	12	information	information	NOUN
ijassa-1252	340	13	from	from	ADP
ijassa-1252	340	14	heterogeneous	heterogeneous	ADJ
ijassa-1252	340	15	sources	source	NOUN
ijassa-1252	340	16	through	through	ADP
ijassa-1252	340	17	the	the	DET
ijassa-1252	340	18	use	use	NOUN
ijassa-1252	340	19	of	of	ADP
ijassa-1252	340	20	following	follow	VERB
ijassa-1252	340	21	instruments	instrument	NOUN
ijassa-1252	340	22	:	:	PUNCT
ijassa-1252	340	23	a	a	X
ijassa-1252	340	24	)	)	PUNCT
ijassa-1252	340	25	the	the	DET
ijassa-1252	340	26	fcm	fcm	PROPN
ijassa-1252	340	27	,	,	PUNCT
ijassa-1252	340	28	which	which	PRON
ijassa-1252	340	29	reflects	reflect	VERB
ijassa-1252	340	30	the	the	DET
ijassa-1252	340	31	structure	structure	NOUN
ijassa-1252	340	32	of	of	ADP
ijassa-1252	340	33	relationships	relationship	NOUN
ijassa-1252	340	34	(	(	PUNCT
ijassa-1252	340	35	causal	causal	ADJ
ijassa-1252	340	36	influences	influence	NOUN
ijassa-1252	340	37	)	)	PUNCT
ijassa-1252	340	38	between	between	ADP
ijassa-1252	340	39	system	system	NOUN
ijassa-1252	340	40	-	-	PUNCT
ijassa-1252	340	41	forming	form	VERB
ijassa-1252	340	42	factors	factor	NOUN
ijassa-1252	340	43	that	that	PRON
ijassa-1252	340	44	characterize	characterize	VERB
ijassa-1252	340	45	the	the	DET
ijassa-1252	340	46	main	main	ADJ
ijassa-1252	340	47	processes	process	NOUN
ijassa-1252	340	48	in	in	ADP
ijassa-1252	340	49	the	the	DET
ijassa-1252	340	50	studied	studied	ADJ
ijassa-1252	340	51	situation	situation	NOUN
ijassa-1252	340	52	on	on	ADP
ijassa-1252	340	53	commodity	commodity	NOUN
ijassa-1252	340	54	markets	market	NOUN
ijassa-1252	340	55	;	;	PUNCT
ijassa-1252	340	56	b	b	X
ijassa-1252	340	57	)	)	PUNCT
ijassa-1252	340	58	scenario	scenario	NOUN
ijassa-1252	340	59	modelling	modelling	NOUN
ijassa-1252	340	60	on	on	ADP
ijassa-1252	340	61	fcm	fcm	PROPN
ijassa-1252	340	62	of	of	ADP
ijassa-1252	340	63	possible	possible	ADJ
ijassa-1252	340	64	consequences	consequence	NOUN
ijassa-1252	340	65	the	the	DET
ijassa-1252	340	66	influence	influence	NOUN
ijassa-1252	340	67	of	of	ADP
ijassa-1252	340	68	significant	significant	ADJ
ijassa-1252	340	69	events	event	NOUN
ijassa-1252	340	70	in	in	ADP
ijassa-1252	340	71	the	the	DET
ijassa-1252	340	72	external	external	ADJ
ijassa-1252	340	73	environment	environment	NOUN
ijassa-1252	340	74	on	on	ADP
ijassa-1252	340	75	the	the	DET
ijassa-1252	340	76	change	change	NOUN
ijassa-1252	340	77	in	in	ADP
ijassa-1252	340	78	the	the	DET
ijassa-1252	340	79	target	target	NOUN
ijassa-1252	340	80	indicator	indicator	NOUN
ijassa-1252	340	81	;	;	PUNCT
ijassa-1252	340	82	raw	raw	ADJ
ijassa-1252	340	83	material	material	NOUN
ijassa-1252	340	84	price	price	NOUN
ijassa-1252	340	85	forecasting	forecasting	NOUN
ijassa-1252	340	86	on	on	ADP
ijassa-1252	340	87	commodity	commodity	NOUN
ijassa-1252	340	88	markets	market	NOUN
ijassa-1252	340	89	141	141	NUM
ijassa-1252	340	90	copyright	copyright	NOUN
ijassa-1252	340	91	©	©	PROPN
ijassa-1252	340	92	2022	2022	NUM
ijassa-1252	340	93	assa	assa	NOUN
ijassa-1252	340	94	.	.	PUNCT
ijassa-1252	341	1	adv	adv	PROPN
ijassa-1252	341	2	.	.	PUNCT
ijassa-1252	342	1	in	in	ADP
ijassa-1252	342	2	systems	system	NOUN
ijassa-1252	342	3	science	science	NOUN
ijassa-1252	342	4	and	and	CCONJ
ijassa-1252	342	5	appl	appl	NOUN
ijassa-1252	342	6	.	.	PUNCT
ijassa-1252	343	1	(	(	PUNCT
ijassa-1252	343	2	2022	2022	NUM
ijassa-1252	343	3	)	)	PUNCT
ijassa-1252	343	4			NOUN
ijassa-1252	343	5	formation	formation	NOUN
ijassa-1252	343	6	of	of	ADP
ijassa-1252	343	7	a	a	DET
ijassa-1252	343	8	monthly	monthly	ADJ
ijassa-1252	343	9	price	price	NOUN
ijassa-1252	343	10	forecast	forecast	NOUN
ijassa-1252	343	11	for	for	ADP
ijassa-1252	343	12	the	the	DET
ijassa-1252	343	13	year	year	NOUN
ijassa-1252	343	14	ahead	ahead	ADV
ijassa-1252	343	15	,	,	PUNCT
ijassa-1252	343	16	based	base	VERB
ijassa-1252	343	17	on	on	ADP
ijassa-1252	343	18	information	information	NOUN
ijassa-1252	343	19	obtained	obtain	VERB
ijassa-1252	343	20	as	as	ADP
ijassa-1252	343	21	a	a	DET
ijassa-1252	343	22	result	result	NOUN
ijassa-1252	343	23	of	of	ADP
ijassa-1252	343	24	processing	processing	NOUN
ijassa-1252	343	25	expert	expert	NOUN
ijassa-1252	343	26	judgments	judgment	NOUN
ijassa-1252	343	27	and	and	CCONJ
ijassa-1252	343	28	time	time	NOUN
ijassa-1252	343	29	series	series	PROPN
ijassa-1252	343	30	data	datum	NOUN
ijassa-1252	343	31	by	by	ADP
ijassa-1252	343	32	constructing	construct	VERB
ijassa-1252	343	33	ensembles	ensemble	NOUN
ijassa-1252	343	34	of	of	ADP
ijassa-1252	343	35	vecm	vecm	NOUN
ijassa-1252	343	36	,	,	PUNCT
ijassa-1252	343	37	var	var	NOUN
ijassa-1252	343	38	models	model	NOUN
ijassa-1252	343	39	in	in	ADP
ijassa-1252	343	40	different	different	ADJ
ijassa-1252	343	41	time	time	NOUN
ijassa-1252	343	42	scales	scale	NOUN
ijassa-1252	343	43	.	.	PUNCT
ijassa-1252	344	1	this	this	DET
ijassa-1252	344	2	technique	technique	NOUN
ijassa-1252	344	3	allows	allow	VERB
ijassa-1252	344	4	us	we	PRON
ijassa-1252	344	5	to	to	PART
ijassa-1252	344	6	automate	automate	VERB
ijassa-1252	344	7	the	the	DET
ijassa-1252	344	8	process	process	NOUN
ijassa-1252	344	9	of	of	ADP
ijassa-1252	344	10	systematic	systematic	ADJ
ijassa-1252	344	11	processing	processing	NOUN
ijassa-1252	344	12	of	of	ADP
ijassa-1252	344	13	expert	expert	NOUN
ijassa-1252	344	14	and	and	CCONJ
ijassa-1252	344	15	analytical	analytical	ADJ
ijassa-1252	344	16	information	information	NOUN
ijassa-1252	344	17	and	and	CCONJ
ijassa-1252	344	18	its	its	PRON
ijassa-1252	344	19	transmission	transmission	NOUN
ijassa-1252	344	20	in	in	ADP
ijassa-1252	344	21	digitized	digitize	VERB
ijassa-1252	344	22	form	form	NOUN
ijassa-1252	344	23	for	for	ADP
ijassa-1252	344	24	inclusion	inclusion	NOUN
ijassa-1252	344	25	in	in	ADP
ijassa-1252	344	26	a	a	DET
ijassa-1252	344	27	forecast	forecast	NOUN
ijassa-1252	344	28	based	base	VERB
ijassa-1252	344	29	on	on	ADP
ijassa-1252	344	30	quantitative	quantitative	ADJ
ijassa-1252	344	31	data	datum	NOUN
ijassa-1252	344	32	.	.	PUNCT
ijassa-1252	345	1	at	at	ADP
ijassa-1252	345	2	the	the	DET
ijassa-1252	345	3	same	same	ADJ
ijassa-1252	345	4	time	time	NOUN
ijassa-1252	345	5	,	,	PUNCT
ijassa-1252	345	6	we	we	PRON
ijassa-1252	345	7	consider	consider	VERB
ijassa-1252	345	8	modelling	modelling	NOUN
ijassa-1252	345	9	on	on	ADP
ijassa-1252	345	10	the	the	DET
ijassa-1252	345	11	fcm	fcm	NOUN
ijassa-1252	345	12	of	of	ADP
ijassa-1252	345	13	situation	situation	NOUN
ijassa-1252	345	14	as	as	ADP
ijassa-1252	345	15	a	a	DET
ijassa-1252	345	16	driver	driver	NOUN
ijassa-1252	345	17	(	(	PUNCT
ijassa-1252	345	18	driving	driving	NOUN
ijassa-1252	345	19	force	force	NOUN
ijassa-1252	345	20	)	)	PUNCT
ijassa-1252	345	21	of	of	ADP
ijassa-1252	345	22	the	the	DET
ijassa-1252	345	23	forecasting	forecasting	NOUN
ijassa-1252	345	24	process	process	NOUN
ijassa-1252	345	25	,	,	PUNCT
ijassa-1252	345	26	which	which	PRON
ijassa-1252	345	27	ensures	ensure	VERB
ijassa-1252	345	28	the	the	DET
ijassa-1252	345	29	directed	directed	ADJ
ijassa-1252	345	30	and	and	CCONJ
ijassa-1252	345	31	regular	regular	ADJ
ijassa-1252	345	32	inclusion	inclusion	NOUN
ijassa-1252	345	33	of	of	ADP
ijassa-1252	345	34	expert	expert	ADJ
ijassa-1252	345	35	information	information	NOUN
ijassa-1252	345	36	in	in	ADP
ijassa-1252	345	37	the	the	DET
ijassa-1252	345	38	formation	formation	NOUN
ijassa-1252	345	39	of	of	ADP
ijassa-1252	345	40	the	the	DET
ijassa-1252	345	41	forecast	forecast	NOUN
ijassa-1252	345	42	and	and	CCONJ
ijassa-1252	345	43	its	its	PRON
ijassa-1252	345	44	correction	correction	NOUN
ijassa-1252	345	45	in	in	ADP
ijassa-1252	345	46	the	the	DET
ijassa-1252	345	47	forecasting	forecasting	NOUN
ijassa-1252	345	48	interval	interval	NOUN
ijassa-1252	345	49	.	.	PUNCT
ijassa-1252	346	1	it	it	PRON
ijassa-1252	346	2	is	be	AUX
ijassa-1252	346	3	important	important	ADJ
ijassa-1252	346	4	to	to	PART
ijassa-1252	346	5	note	note	VERB
ijassa-1252	346	6	that	that	SCONJ
ijassa-1252	346	7	the	the	DET
ijassa-1252	346	8	structure	structure	NOUN
ijassa-1252	346	9	of	of	ADP
ijassa-1252	346	10	representing	represent	VERB
ijassa-1252	346	11	the	the	DET
ijassa-1252	346	12	mutual	mutual	ADJ
ijassa-1252	346	13	influence	influence	NOUN
ijassa-1252	346	14	of	of	ADP
ijassa-1252	346	15	factors	factor	NOUN
ijassa-1252	346	16	in	in	ADP
ijassa-1252	346	17	the	the	DET
ijassa-1252	346	18	fcm	fcm	NOUN
ijassa-1252	346	19	is	be	AUX
ijassa-1252	346	20	quite	quite	ADV
ijassa-1252	346	21	flexible	flexible	ADJ
ijassa-1252	346	22	,	,	PUNCT
ijassa-1252	346	23	which	which	PRON
ijassa-1252	346	24	allows	allow	VERB
ijassa-1252	346	25	us	we	PRON
ijassa-1252	346	26	to	to	PART
ijassa-1252	346	27	quickly	quickly	ADV
ijassa-1252	346	28	make	make	VERB
ijassa-1252	346	29	changes	change	NOUN
ijassa-1252	346	30	to	to	ADP
ijassa-1252	346	31	it	it	PRON
ijassa-1252	346	32	(	(	PUNCT
ijassa-1252	346	33	adding	add	VERB
ijassa-1252	346	34	factors	factor	NOUN
ijassa-1252	346	35	,	,	PUNCT
ijassa-1252	346	36	links	link	NOUN
ijassa-1252	346	37	)	)	PUNCT
ijassa-1252	346	38	to	to	PART
ijassa-1252	346	39	reflect	reflect	VERB
ijassa-1252	346	40	new	new	ADJ
ijassa-1252	346	41	aspects	aspect	NOUN
ijassa-1252	346	42	of	of	ADP
ijassa-1252	346	43	the	the	DET
ijassa-1252	346	44	situation	situation	NOUN
ijassa-1252	346	45	caused	cause	VERB
ijassa-1252	346	46	by	by	ADP
ijassa-1252	346	47	external	external	ADJ
ijassa-1252	346	48	environment	environment	NOUN
ijassa-1252	346	49	events	event	NOUN
ijassa-1252	346	50	.	.	PUNCT
ijassa-1252	347	1	the	the	DET
ijassa-1252	347	2	results	result	NOUN
ijassa-1252	347	3	of	of	ADP
ijassa-1252	347	4	the	the	DET
ijassa-1252	347	5	experimental	experimental	ADJ
ijassa-1252	347	6	study	study	NOUN
ijassa-1252	347	7	demonstrate	demonstrate	VERB
ijassa-1252	347	8	the	the	DET
ijassa-1252	347	9	performance	performance	NOUN
ijassa-1252	347	10	of	of	ADP
ijassa-1252	347	11	the	the	DET
ijassa-1252	347	12	proposed	propose	VERB
ijassa-1252	347	13	technique	technique	NOUN
ijassa-1252	347	14	with	with	ADP
ijassa-1252	347	15	respect	respect	NOUN
ijassa-1252	347	16	to	to	ADP
ijassa-1252	347	17	the	the	DET
ijassa-1252	347	18	most	most	ADV
ijassa-1252	347	19	important	important	ADJ
ijassa-1252	347	20	criterion	criterion	NOUN
ijassa-1252	347	21	for	for	ADP
ijassa-1252	347	22	the	the	DET
ijassa-1252	347	23	practical	practical	ADJ
ijassa-1252	347	24	applicability	applicability	NOUN
ijassa-1252	347	25	of	of	ADP
ijassa-1252	347	26	the	the	DET
ijassa-1252	347	27	forecasting	forecasting	NOUN
ijassa-1252	347	28	method	method	NOUN
ijassa-1252	347	29	the	the	DET
ijassa-1252	347	30	accuracy	accuracy	NOUN
ijassa-1252	347	31	of	of	ADP
ijassa-1252	347	32	the	the	DET
ijassa-1252	347	33	resulting	result	VERB
ijassa-1252	347	34	forecasts	forecast	NOUN
ijassa-1252	347	35	.	.	PUNCT
ijassa-1252	348	1	the	the	DET
ijassa-1252	348	2	experiment	experiment	NOUN
ijassa-1252	348	3	showed	show	VERB
ijassa-1252	348	4	that	that	SCONJ
ijassa-1252	348	5	the	the	DET
ijassa-1252	348	6	proposed	propose	VERB
ijassa-1252	348	7	method	method	NOUN
ijassa-1252	348	8	the	the	DET
ijassa-1252	348	9	forecast	forecast	NOUN
ijassa-1252	348	10	error	error	NOUN
ijassa-1252	348	11	reduced	reduce	VERB
ijassa-1252	348	12	the	the	DET
ijassa-1252	348	13	forecast	forecast	NOUN
ijassa-1252	348	14	error	error	NOUN
ijassa-1252	348	15	in	in	ADP
ijassa-1252	348	16	comparison	comparison	NOUN
ijassa-1252	348	17	with	with	ADP
ijassa-1252	348	18	other	other	ADJ
ijassa-1252	348	19	methods	method	NOUN
ijassa-1252	348	20	due	due	ADP
ijassa-1252	348	21	to	to	ADP
ijassa-1252	348	22	the	the	DET
ijassa-1252	348	23	inclusion	inclusion	NOUN
ijassa-1252	348	24	of	of	ADP
ijassa-1252	348	25	the	the	DET
ijassa-1252	348	26	results	result	NOUN
ijassa-1252	348	27	of	of	ADP
ijassa-1252	348	28	the	the	DET
ijassa-1252	348	29	analysis	analysis	NOUN
ijassa-1252	348	30	and	and	CCONJ
ijassa-1252	348	31	modelling	modelling	NOUN
ijassa-1252	348	32	of	of	ADP
ijassa-1252	348	33	the	the	DET
ijassa-1252	348	34	situation	situation	NOUN
ijassa-1252	348	35	on	on	ADP
ijassa-1252	348	36	the	the	DET
ijassa-1252	348	37	fcm	fcm	NOUN
ijassa-1252	348	38	in	in	ADP
ijassa-1252	348	39	the	the	DET
ijassa-1252	348	40	forecasting	forecasting	NOUN
ijassa-1252	348	41	process	process	NOUN
ijassa-1252	348	42	in	in	ADP
ijassa-1252	348	43	the	the	DET
ijassa-1252	348	44	current	current	ADJ
ijassa-1252	348	45	observation	observation	NOUN
ijassa-1252	348	46	mode	mode	NOUN
ijassa-1252	348	47	.	.	PUNCT
ijassa-1252	349	1	the	the	DET
ijassa-1252	349	2	experiment	experiment	NOUN
ijassa-1252	349	3	showed	show	VERB
ijassa-1252	349	4	that	that	SCONJ
ijassa-1252	349	5	the	the	DET
ijassa-1252	349	6	proposed	propose	VERB
ijassa-1252	349	7	method	method	NOUN
ijassa-1252	349	8	significantly	significantly	ADV
ijassa-1252	349	9	reduces	reduce	VERB
ijassa-1252	349	10	the	the	DET
ijassa-1252	349	11	forecast	forecast	NOUN
ijassa-1252	349	12	error	error	NOUN
ijassa-1252	349	13	compared	compare	VERB
ijassa-1252	349	14	to	to	ADP
ijassa-1252	349	15	other	other	ADJ
ijassa-1252	349	16	methods	method	NOUN
ijassa-1252	349	17	due	due	ADP
ijassa-1252	349	18	to	to	ADP
ijassa-1252	349	19	the	the	DET
ijassa-1252	349	20	inclusion	inclusion	NOUN
ijassa-1252	349	21	in	in	ADP
ijassa-1252	349	22	the	the	DET
ijassa-1252	349	23	process	process	NOUN
ijassa-1252	349	24	of	of	ADP
ijassa-1252	349	25	forecast	forecast	VERB
ijassa-1252	349	26	the	the	DET
ijassa-1252	349	27	results	result	NOUN
ijassa-1252	349	28	of	of	ADP
ijassa-1252	349	29	analysis	analysis	NOUN
ijassa-1252	349	30	and	and	CCONJ
ijassa-1252	349	31	simulation	simulation	NOUN
ijassa-1252	349	32	of	of	ADP
ijassa-1252	349	33	the	the	DET
ijassa-1252	349	34	situation	situation	NOUN
ijassa-1252	349	35	on	on	ADP
ijassa-1252	349	36	fcm	fcm	PROPN
ijassa-1252	349	37	.	.	PUNCT
ijassa-1252	350	1	we	we	PRON
ijassa-1252	350	2	see	see	VERB
ijassa-1252	350	3	further	further	ADJ
ijassa-1252	350	4	development	development	NOUN
ijassa-1252	350	5	of	of	ADP
ijassa-1252	350	6	the	the	DET
ijassa-1252	350	7	proposed	propose	VERB
ijassa-1252	350	8	forecasting	forecasting	NOUN
ijassa-1252	350	9	methodology	methodology	NOUN
ijassa-1252	350	10	in	in	ADP
ijassa-1252	350	11	the	the	DET
ijassa-1252	350	12	following	follow	VERB
ijassa-1252	350	13	directions	direction	NOUN
ijassa-1252	350	14	:	:	PUNCT
ijassa-1252	350	15			NOUN
ijassa-1252	350	16	to	to	PART
ijassa-1252	350	17	expand	expand	VERB
ijassa-1252	350	18	the	the	DET
ijassa-1252	350	19	composition	composition	NOUN
ijassa-1252	350	20	of	of	ADP
ijassa-1252	350	21	signal	signal	ADJ
ijassa-1252	350	22	types	type	NOUN
ijassa-1252	350	23	about	about	ADP
ijassa-1252	350	24	a	a	DET
ijassa-1252	350	25	possible	possible	ADJ
ijassa-1252	350	26	change	change	NOUN
ijassa-1252	350	27	in	in	ADP
ijassa-1252	350	28	the	the	DET
ijassa-1252	350	29	development	development	NOUN
ijassa-1252	350	30	of	of	ADP
ijassa-1252	350	31	the	the	DET
ijassa-1252	350	32	situation	situation	NOUN
ijassa-1252	350	33	according	accord	VERB
ijassa-1252	350	34	to	to	ADP
ijassa-1252	350	35	situation	situation	NOUN
ijassa-1252	350	36	and	and	CCONJ
ijassa-1252	350	37	digital	digital	ADJ
ijassa-1252	350	38	monitoring	monitoring	NOUN
ijassa-1252	350	39	data	datum	NOUN
ijassa-1252	350	40	and	and	CCONJ
ijassa-1252	350	41	their	their	PRON
ijassa-1252	350	42	formalization	formalization	NOUN
ijassa-1252	350	43	–	–	PUNCT
ijassa-1252	350	44	for	for	ADP
ijassa-1252	350	45	the	the	DET
ijassa-1252	350	46	interaction	interaction	NOUN
ijassa-1252	350	47	of	of	ADP
ijassa-1252	350	48	blocks	block	NOUN
ijassa-1252	350	49	of	of	ADP
ijassa-1252	350	50	qualitative	qualitative	ADJ
ijassa-1252	350	51	and	and	CCONJ
ijassa-1252	350	52	quantitative	quantitative	ADJ
ijassa-1252	350	53	forecasting	forecasting	NOUN
ijassa-1252	350	54	;	;	PUNCT
ijassa-1252	350	55			NOUN
ijassa-1252	350	56	to	to	PART
ijassa-1252	350	57	develop	develop	VERB
ijassa-1252	350	58	a	a	DET
ijassa-1252	350	59	formalized	formalized	ADJ
ijassa-1252	350	60	model	model	NOUN
ijassa-1252	350	61	of	of	ADP
ijassa-1252	350	62	the	the	DET
ijassa-1252	350	63	situation	situation	NOUN
ijassa-1252	350	64	monitoring	monitor	VERB
ijassa-1252	350	65	system	system	NOUN
ijassa-1252	350	66	,	,	PUNCT
ijassa-1252	350	67	combining	combine	VERB
ijassa-1252	350	68	the	the	DET
ijassa-1252	350	69	fcm	fcm	NOUN
ijassa-1252	350	70	of	of	ADP
ijassa-1252	350	71	situation	situation	NOUN
ijassa-1252	350	72	,	,	PUNCT
ijassa-1252	350	73	considered	consider	VERB
ijassa-1252	350	74	as	as	ADP
ijassa-1252	350	75	the	the	DET
ijassa-1252	350	76	basis	basis	NOUN
ijassa-1252	350	77	for	for	ADP
ijassa-1252	350	78	identifying	identify	VERB
ijassa-1252	350	79	and	and	CCONJ
ijassa-1252	350	80	filtering	filtering	NOUN
ijassa-1252	350	81	of	of	ADP
ijassa-1252	350	82	information	information	NOUN
ijassa-1252	350	83	-	-	PUNCT
ijassa-1252	350	84	search	search	NOUN
ijassa-1252	350	85	parameters	parameter	NOUN
ijassa-1252	350	86	,	,	PUNCT
ijassa-1252	350	87	and	and	CCONJ
ijassa-1252	350	88	modern	modern	ADJ
ijassa-1252	350	89	approaches	approach	NOUN
ijassa-1252	350	90	for	for	ADP
ijassa-1252	350	91	setting	set	VERB
ijassa-1252	350	92	up	up	ADP
ijassa-1252	350	93	search	search	NOUN
ijassa-1252	350	94	and	and	CCONJ
ijassa-1252	350	95	intellectual	intellectual	ADJ
ijassa-1252	350	96	analysis	analysis	NOUN
ijassa-1252	350	97	of	of	ADP
ijassa-1252	350	98	text	text	NOUN
ijassa-1252	350	99	content	content	NOUN
ijassa-1252	350	100	.	.	PUNCT
ijassa-1252	351	1			NOUN
ijassa-1252	351	2	to	to	PART
ijassa-1252	351	3	develop	develop	VERB
ijassa-1252	351	4	a	a	DET
ijassa-1252	351	5	formalized	formalized	ADJ
ijassa-1252	351	6	model	model	NOUN
ijassa-1252	351	7	of	of	ADP
ijassa-1252	351	8	the	the	DET
ijassa-1252	351	9	situation	situation	NOUN
ijassa-1252	351	10	monitoring	monitor	VERB
ijassa-1252	351	11	system	system	NOUN
ijassa-1252	351	12	,	,	PUNCT
ijassa-1252	351	13	combining	combine	VERB
ijassa-1252	351	14	the	the	DET
ijassa-1252	351	15	fcm	fcm	NOUN
ijassa-1252	351	16	of	of	ADP
ijassa-1252	351	17	the	the	DET
ijassa-1252	351	18	situation	situation	NOUN
ijassa-1252	351	19	,	,	PUNCT
ijassa-1252	351	20	considered	consider	VERB
ijassa-1252	351	21	as	as	ADP
ijassa-1252	351	22	the	the	DET
ijassa-1252	351	23	basis	basis	NOUN
ijassa-1252	351	24	for	for	ADP
ijassa-1252	351	25	the	the	DET
ijassa-1252	351	26	identification	identification	NOUN
ijassa-1252	351	27	and	and	CCONJ
ijassa-1252	351	28	filtering	filtering	NOUN
ijassa-1252	351	29	of	of	ADP
ijassa-1252	351	30	information	information	NOUN
ijassa-1252	351	31	-	-	PUNCT
ijassa-1252	351	32	search	search	NOUN
ijassa-1252	351	33	parameters	parameter	NOUN
ijassa-1252	351	34	,	,	PUNCT
ijassa-1252	351	35	and	and	CCONJ
ijassa-1252	351	36	modern	modern	ADJ
ijassa-1252	351	37	methods	method	NOUN
ijassa-1252	351	38	of	of	ADP
ijassa-1252	351	39	organization	organization	NOUN
ijassa-1252	351	40	of	of	ADP
ijassa-1252	351	41	search	search	NOUN
ijassa-1252	351	42	and	and	CCONJ
ijassa-1252	351	43	intellectual	intellectual	ADJ
ijassa-1252	351	44	analysis	analysis	NOUN
ijassa-1252	351	45	of	of	ADP
ijassa-1252	351	46	texts	text	NOUN
ijassa-1252	351	47	.	.	PUNCT
ijassa-1252	352	1	the	the	DET
ijassa-1252	352	2	practical	practical	ADJ
ijassa-1252	352	3	significance	significance	NOUN
ijassa-1252	352	4	of	of	ADP
ijassa-1252	352	5	the	the	DET
ijassa-1252	352	6	developed	develop	VERB
ijassa-1252	352	7	forecasting	forecasting	NOUN
ijassa-1252	352	8	methodology	methodology	NOUN
ijassa-1252	352	9	is	be	AUX
ijassa-1252	352	10	to	to	PART
ijassa-1252	352	11	increase	increase	VERB
ijassa-1252	352	12	the	the	DET
ijassa-1252	352	13	effectiveness	effectiveness	NOUN
ijassa-1252	352	14	of	of	ADP
ijassa-1252	352	15	expert	expert	NOUN
ijassa-1252	352	16	-	-	ADJ
ijassa-1252	352	17	analytical	analytical	ADJ
ijassa-1252	352	18	and	and	CCONJ
ijassa-1252	352	19	predictive	predictive	ADJ
ijassa-1252	352	20	activities	activity	NOUN
ijassa-1252	352	21	in	in	ADP
ijassa-1252	352	22	situations	situation	NOUN
ijassa-1252	352	23	of	of	ADP
ijassa-1252	352	24	uncertainty	uncertainty	NOUN
ijassa-1252	352	25	and	and	CCONJ
ijassa-1252	352	26	instability	instability	NOUN
ijassa-1252	352	27	.	.	PUNCT
ijassa-1252	353	1	references	reference	NOUN
ijassa-1252	353	2	1	1	NUM
ijassa-1252	353	3	.	.	PUNCT
ijassa-1252	354	1	andreou	andreou	PROPN
ijassa-1252	354	2	,	,	PUNCT
ijassa-1252	354	3	a.	a.	PROPN
ijassa-1252	354	4	,	,	PUNCT
ijassa-1252	354	5	neophytou	neophytou	PROPN
ijassa-1252	354	6	,	,	PUNCT
ijassa-1252	354	7	h.	h.	PROPN
ijassa-1252	354	8	&	&	CCONJ
ijassa-1252	354	9	stylianou	stylianou	PROPN
ijassa-1252	354	10	,	,	PUNCT
ijassa-1252	354	11	c.	c.	PROPN
ijassa-1252	354	12	(	(	PUNCT
ijassa-1252	354	13	2014	2014	NUM
ijassa-1252	354	14	)	)	PUNCT
ijassa-1252	354	15	.	.	PUNCT
ijassa-1252	355	1	a	a	DET
ijassa-1252	355	2	review	review	NOUN
ijassa-1252	355	3	of	of	ADP
ijassa-1252	355	4	the	the	DET
ijassa-1252	355	5	application	application	NOUN
ijassa-1252	355	6	of	of	ADP
ijassa-1252	355	7	fuzzy	fuzzy	ADJ
ijassa-1252	355	8	cognitive	cognitive	ADJ
ijassa-1252	355	9	maps	map	NOUN
ijassa-1252	355	10	in	in	ADP
ijassa-1252	355	11	the	the	DET
ijassa-1252	355	12	policy	policy	NOUN
ijassa-1252	355	13	decision	decision	NOUN
ijassa-1252	355	14	-	-	PUNCT
ijassa-1252	355	15	making	make	VERB
ijassa-1252	355	16	life	life	NOUN
ijassa-1252	355	17	cycle	cycle	NOUN
ijassa-1252	355	18	.	.	PUNCT
ijassa-1252	356	1	in	in	ADP
ijassa-1252	356	2	handbook	handbook	NOUN
ijassa-1252	356	3	of	of	ADP
ijassa-1252	356	4	research	research	NOUN
ijassa-1252	356	5	on	on	ADP
ijassa-1252	356	6	advanced	advanced	ADJ
ijassa-1252	356	7	ict	ict	NOUN
ijassa-1252	356	8	integration	integration	NOUN
ijassa-1252	356	9	for	for	ADP
ijassa-1252	356	10	governance	governance	NOUN
ijassa-1252	356	11	and	and	CCONJ
ijassa-1252	356	12	policy	policy	NOUN
ijassa-1252	356	13	modelling	modelling	NOUN
ijassa-1252	356	14	,	,	PUNCT
ijassa-1252	356	15	https://doi.org/10.4018/978-1-4666-6236-0.ch008	https://doi.org/10.4018/978-1-4666-6236-0.ch008	NOUN
ijassa-1252	356	16	.	.	PROPN
ijassa-1252	357	1	2	2	NUM
ijassa-1252	357	2	.	.	X
ijassa-1252	357	3	armstrong	armstrong	PROPN
ijassa-1252	357	4	,	,	PUNCT
ijassa-1252	357	5	j.s	j.s	PROPN
ijassa-1252	357	6	.	.	PROPN
ijassa-1252	357	7	(	(	PUNCT
ijassa-1252	357	8	2005	2005	NUM
ijassa-1252	357	9	)	)	PUNCT
ijassa-1252	357	10	.	.	PUNCT
ijassa-1252	358	1	the	the	DET
ijassa-1252	358	2	forecasting	forecasting	NOUN
ijassa-1252	358	3	canon	canon	NOUN
ijassa-1252	358	4	:	:	PUNCT
ijassa-1252	358	5	nine	nine	NUM
ijassa-1252	358	6	generalizations	generalization	NOUN
ijassa-1252	358	7	to	to	PART
ijassa-1252	358	8	improve	improve	VERB
ijassa-1252	358	9	forecast	forecast	NOUN
ijassa-1252	358	10	accuracy	accuracy	NOUN
ijassa-1252	358	11	,	,	PUNCT
ijassa-1252	358	12	international	international	ADJ
ijassa-1252	358	13	journal	journal	NOUN
ijassa-1252	358	14	of	of	ADP
ijassa-1252	358	15	applied	apply	VERB
ijassa-1252	358	16	forecasting	forecasting	NOUN
ijassa-1252	358	17	,	,	PUNCT
ijassa-1252	358	18	1	1	NUM
ijassa-1252	358	19	,	,	PUNCT
ijassa-1252	358	20	29–35	29–35	NUM
ijassa-1252	358	21	.	.	NOUN
ijassa-1252	358	22	3	3	NUM
ijassa-1252	358	23	.	.	X
ijassa-1252	358	24	avdeeva	avdeeva	PROPN
ijassa-1252	358	25	,	,	PUNCT
ijassa-1252	358	26	z.	z.	PROPN
ijassa-1252	358	27	,	,	PUNCT
ijassa-1252	358	28	kovriga	kovriga	PROPN
ijassa-1252	358	29	,	,	PUNCT
ijassa-1252	358	30	s.	s.	PROPN
ijassa-1252	358	31	&	&	CCONJ
ijassa-1252	358	32	makarenko	makarenko	PROPN
ijassa-1252	358	33	,	,	PUNCT
ijassa-1252	358	34	d.	d.	PROPN
ijassa-1252	358	35	(	(	PUNCT
ijassa-1252	358	36	2016	2016	NUM
ijassa-1252	358	37	)	)	PUNCT
ijassa-1252	358	38	.	.	PUNCT
ijassa-1252	359	1	on	on	ADP
ijassa-1252	359	2	the	the	DET
ijassa-1252	359	3	statement	statement	NOUN
ijassa-1252	359	4	of	of	ADP
ijassa-1252	359	5	a	a	DET
ijassa-1252	359	6	system	system	NOUN
ijassa-1252	359	7	development	development	NOUN
ijassa-1252	359	8	control	control	NOUN
ijassa-1252	359	9	problem	problem	NOUN
ijassa-1252	359	10	with	with	ADP
ijassa-1252	359	11	use	use	NOUN
ijassa-1252	359	12	of	of	ADP
ijassa-1252	359	13	swot	swot	NOUN
ijassa-1252	359	14	-	-	PUNCT
ijassa-1252	359	15	analysis	analysis	NOUN
ijassa-1252	359	16	on	on	ADP
ijassa-1252	359	17	the	the	DET
ijassa-1252	359	18	cognitive	cognitive	ADJ
ijassa-1252	359	19	model	model	NOUN
ijassa-1252	359	20	of	of	ADP
ijassa-1252	359	21	a	a	DET
ijassa-1252	359	22	situation	situation	NOUN
ijassa-1252	359	23	,	,	PUNCT
ijassa-1252	359	24	ifac	ifac	NOUN
ijassa-1252	359	25	-	-	PUNCT
ijassa-1252	359	26	papers	paper	NOUN
ijassa-1252	359	27	online	online	ADJ
ijassa-1252	359	28	,	,	PUNCT
ijassa-1252	359	29	49(12	49(12	NUM
ijassa-1252	359	30	)	)	PUNCT
ijassa-1252	359	31	,	,	PUNCT
ijassa-1252	359	32	1838–1843	1838–1843	NUM
ijassa-1252	359	33	,	,	PUNCT
ijassa-1252	359	34	https://doi.org/10.1016/j.ifacol.2016.07.850	https://doi.org/10.1016/j.ifacol.2016.07.850	NOUN
ijassa-1252	359	35	.	.	PUNCT
ijassa-1252	360	1	4	4	X
ijassa-1252	360	2	.	.	X
ijassa-1252	360	3	avdeeva	avdeeva	PROPN
ijassa-1252	360	4	,	,	PUNCT
ijassa-1252	360	5	z.k	z.k	PROPN
ijassa-1252	360	6	.	.	PROPN
ijassa-1252	360	7	,	,	PUNCT
ijassa-1252	360	8	grebenyuk	grebenyuk	PROPN
ijassa-1252	360	9	e.a	e.a	PROPN
ijassa-1252	360	10	.	.	PROPN
ijassa-1252	360	11	&	&	CCONJ
ijassa-1252	360	12	kovriga	kovriga	PROPN
ijassa-1252	360	13	,	,	PUNCT
ijassa-1252	360	14	s.v	s.v	PROPN
ijassa-1252	360	15	.	.	PROPN
ijassa-1252	360	16	(	(	PUNCT
ijassa-1252	360	17	2020	2020	NUM
ijassa-1252	360	18	)	)	PUNCT
ijassa-1252	360	19	.	.	PUNCT
ijassa-1252	361	1	the	the	DET
ijassa-1252	361	2	technology	technology	NOUN
ijassa-1252	361	3	of	of	ADP
ijassa-1252	361	4	the	the	DET
ijassa-1252	361	5	strategic	strategic	ADJ
ijassa-1252	361	6	goal	goal	NOUN
ijassa-1252	361	7	-	-	PUNCT
ijassa-1252	361	8	setting	setting	NOUN
ijassa-1252	361	9	and	and	CCONJ
ijassa-1252	361	10	monitoring	monitoring	NOUN
ijassa-1252	361	11	of	of	ADP
ijassa-1252	361	12	a	a	DET
ijassa-1252	361	13	manufacturing	manufacturing	NOUN
ijassa-1252	361	14	system	system	NOUN
ijassa-1252	361	15	development	development	NOUN
ijassa-1252	361	16	on	on	ADP
ijassa-1252	361	17	the	the	DET
ijassa-1252	361	18	142	142	NUM
ijassa-1252	361	19	z.k	z.k	PROPN
ijassa-1252	361	20	.	.	PUNCT
ijassa-1252	361	21	avdeeva	avdeeva	PROPN
ijassa-1252	361	22	,	,	PUNCT
ijassa-1252	361	23	e.a	e.a	PROPN
ijassa-1252	361	24	.	.	PROPN
ijassa-1252	361	25	grebenuyk	grebenuyk	PROPN
ijassa-1252	361	26	,	,	PUNCT
ijassa-1252	361	27	s.v	s.v	PROPN
ijassa-1252	361	28	.	.	PROPN
ijassa-1252	361	29	kovriga	kovriga	PROPN
ijassa-1252	361	30	copyright	copyright	NOUN
ijassa-1252	362	1	©	©	PROPN
ijassa-1252	362	2	2022	2022	NUM
ijassa-1252	362	3	assa	assa	PROPN
ijassa-1252	362	4	adv	adv	PROPN
ijassa-1252	362	5	.	.	PUNCT
ijassa-1252	363	1	in	in	ADP
ijassa-1252	363	2	systems	system	NOUN
ijassa-1252	363	3	science	science	NOUN
ijassa-1252	363	4	and	and	CCONJ
ijassa-1252	363	5	appl	appl	NOUN
ijassa-1252	363	6	.	.	PUNCT
ijassa-1252	364	1	(	(	PUNCT
ijassa-1252	364	2	2022	2022	NUM
ijassa-1252	364	3	)	)	PUNCT
ijassa-1252	364	4	basis	basis	NOUN
ijassa-1252	364	5	of	of	ADP
ijassa-1252	364	6	cognitive	cognitive	ADJ
ijassa-1252	364	7	mapping	mapping	NOUN
ijassa-1252	364	8	.	.	PUNCT
ijassa-1252	365	1	in	in	ADP
ijassa-1252	365	2	m.a	m.a	PROPN
ijassa-1252	365	3	.	.	PROPN
ijassa-1252	365	4	mellal	mellal	PROPN
ijassa-1252	365	5	(	(	PUNCT
ijassa-1252	365	6	ed	ed	NOUN
ijassa-1252	365	7	.	.	PUNCT
ijassa-1252	365	8	)	)	PUNCT
ijassa-1252	365	9	,	,	PUNCT
ijassa-1252	365	10	manufacturing	manufacturing	NOUN
ijassa-1252	365	11	systems	system	NOUN
ijassa-1252	365	12	:	:	PUNCT
ijassa-1252	365	13	recent	recent	ADJ
ijassa-1252	365	14	progress	progress	NOUN
ijassa-1252	365	15	and	and	CCONJ
ijassa-1252	365	16	future	future	ADJ
ijassa-1252	365	17	directions	direction	NOUN
ijassa-1252	365	18	(	(	PUNCT
ijassa-1252	365	19	chapter	chapter	NOUN
ijassa-1252	365	20	3	3	NUM
ijassa-1252	365	21	)	)	PUNCT
ijassa-1252	365	22	,	,	PUNCT
ijassa-1252	365	23	new	new	PROPN
ijassa-1252	365	24	york	york	PROPN
ijassa-1252	365	25	:	:	PUNCT
ijassa-1252	365	26	nova	nova	PROPN
ijassa-1252	365	27	science	science	NOUN
ijassa-1252	365	28	publishers	publisher	NOUN
ijassa-1252	365	29	.	.	PUNCT
ijassa-1252	366	1	5	5	X
ijassa-1252	366	2	.	.	X
ijassa-1252	366	3	bayükşahina	bayükşahina	NOUN
ijassa-1252	366	4	,	,	PUNCT
ijassa-1252	366	5	ü.	ü.	PROPN
ijassa-1252	366	6	&	&	CCONJ
ijassa-1252	366	7	ertekin	ertekin	PROPN
ijassa-1252	366	8	,	,	PUNCT
ijassa-1252	366	9	s.	s.	PROPN
ijassa-1252	366	10	(	(	PUNCT
ijassa-1252	366	11	2019	2019	NUM
ijassa-1252	366	12	)	)	PUNCT
ijassa-1252	366	13	.	.	PUNCT
ijassa-1252	367	1	improving	improve	VERB
ijassa-1252	367	2	forecasting	forecasting	NOUN
ijassa-1252	367	3	accuracy	accuracy	NOUN
ijassa-1252	367	4	of	of	ADP
ijassa-1252	367	5	time	time	NOUN
ijassa-1252	367	6	series	series	PROPN
ijassa-1252	367	7	data	datum	NOUN
ijassa-1252	367	8	using	use	VERB
ijassa-1252	367	9	a	a	DET
ijassa-1252	367	10	new	new	ADJ
ijassa-1252	367	11	arima	arima	PROPN
ijassa-1252	367	12	-	-	PUNCT
ijassa-1252	367	13	ann	ann	PROPN
ijassa-1252	367	14	hybrid	hybrid	NOUN
ijassa-1252	367	15	method	method	NOUN
ijassa-1252	367	16	and	and	CCONJ
ijassa-1252	367	17	empirical	empirical	ADJ
ijassa-1252	367	18	mode	mode	NOUN
ijassa-1252	367	19	decomposition	decomposition	NOUN
ijassa-1252	367	20	,	,	PUNCT
ijassa-1252	367	21	neurocomputing	neurocomputing	NOUN
ijassa-1252	367	22	,	,	PUNCT
ijassa-1252	367	23	361	361	NUM
ijassa-1252	367	24	,	,	PUNCT
ijassa-1252	367	25	151–163	151–163	NUM
ijassa-1252	367	26	,	,	PUNCT
ijassa-1252	367	27	https://doi.org/10.1016/j.neucom.2019.05.099	https://doi.org/10.1016/j.neucom.2019.05.099	PROPN
ijassa-1252	367	28	.	.	PROPN
ijassa-1252	367	29	6	6	NUM
ijassa-1252	367	30	.	.	X
ijassa-1252	367	31	büyüközkan	büyüközkan	PROPN
ijassa-1252	367	32	,	,	PUNCT
ijassa-1252	367	33	g.	g.	PROPN
ijassa-1252	367	34	,	,	PUNCT
ijassa-1252	367	35	feyzioglu	feyzioglu	NOUN
ijassa-1252	367	36	,	,	PUNCT
ijassa-1252	367	37	o.	o.	PROPN
ijassa-1252	367	38	&	&	CCONJ
ijassa-1252	367	39	vardaloglu	vardaloglu	PROPN
ijassa-1252	367	40	,	,	PUNCT
ijassa-1252	367	41	z.	z.	PROPN
ijassa-1252	367	42	(	(	PUNCT
ijassa-1252	367	43	2009	2009	NUM
ijassa-1252	367	44	)	)	PUNCT
ijassa-1252	367	45	.	.	PUNCT
ijassa-1252	368	1	analyzing	analyze	VERB
ijassa-1252	368	2	cpfr	cpfr	ADJ
ijassa-1252	368	3	supporting	support	VERB
ijassa-1252	368	4	factors	factor	NOUN
ijassa-1252	368	5	with	with	ADP
ijassa-1252	368	6	fuzzy	fuzzy	ADJ
ijassa-1252	368	7	cognitive	cognitive	ADJ
ijassa-1252	368	8	map	map	NOUN
ijassa-1252	368	9	approach	approach	NOUN
ijassa-1252	368	10	.	.	PUNCT
ijassa-1252	369	1	proc	proc	NOUN
ijassa-1252	369	2	.	.	PUNCT
ijassa-1252	370	1	of	of	ADP
ijassa-1252	370	2	2009	2009	NUM
ijassa-1252	370	3	international	international	ADJ
ijassa-1252	370	4	conference	conference	NOUN
ijassa-1252	370	5	on	on	ADP
ijassa-1252	370	6	computers	computer	NOUN
ijassa-1252	370	7	&	&	CCONJ
ijassa-1252	370	8	industrial	industrial	ADJ
ijassa-1252	370	9	engineering	engineering	NOUN
ijassa-1252	370	10	,	,	PUNCT
ijassa-1252	370	11	https://doi.org/10.5281/zenodo.1085579	https://doi.org/10.5281/zenodo.1085579	NOUN
ijassa-1252	370	12	.	.	PUNCT
ijassa-1252	371	1	7	7	X
ijassa-1252	371	2	.	.	X
ijassa-1252	371	3	byrne	byrne	PROPN
ijassa-1252	371	4	,	,	PUNCT
ijassa-1252	371	5	j.p	j.p	PROPN
ijassa-1252	371	6	.	.	PROPN
ijassa-1252	371	7	,	,	PUNCT
ijassa-1252	371	8	fazio	fazio	PROPN
ijassa-1252	371	9	,	,	PUNCT
ijassa-1252	371	10	g.	g.	PROPN
ijassa-1252	371	11	&	&	CCONJ
ijassa-1252	371	12	fiessa	fiessa	PROPN
ijassa-1252	371	13	,	,	PUNCT
ijassa-1252	371	14	n.	n.	PROPN
ijassa-1252	371	15	(	(	PUNCT
ijassa-1252	371	16	2013	2013	NUM
ijassa-1252	371	17	)	)	PUNCT
ijassa-1252	371	18	.	.	PUNCT
ijassa-1252	372	1	primary	primary	ADJ
ijassa-1252	372	2	commodity	commodity	NOUN
ijassa-1252	372	3	prices	price	NOUN
ijassa-1252	372	4	:	:	PUNCT
ijassa-1252	372	5	co	co	NOUN
ijassa-1252	372	6	-	-	NOUN
ijassa-1252	372	7	movements	movement	NOUN
ijassa-1252	372	8	,	,	PUNCT
ijassa-1252	372	9	common	common	ADJ
ijassa-1252	372	10	factors	factor	NOUN
ijassa-1252	372	11	and	and	CCONJ
ijassa-1252	372	12	fundamentals	fundamental	NOUN
ijassa-1252	372	13	,	,	PUNCT
ijassa-1252	372	14	journal	journal	NOUN
ijassa-1252	372	15	of	of	ADP
ijassa-1252	372	16	development	development	NOUN
ijassa-1252	372	17	economics	economic	NOUN
ijassa-1252	372	18	,	,	PUNCT
ijassa-1252	372	19	101	101	NUM
ijassa-1252	372	20	,	,	PUNCT
ijassa-1252	372	21	16–26	16–26	NUM
ijassa-1252	372	22	,	,	PUNCT
ijassa-1252	372	23	https://doi.org/10.1016/j.jdeveco.2012.09.002	https://doi.org/10.1016/j.jdeveco.2012.09.002	NOUN
ijassa-1252	372	24	.	.	PUNCT
ijassa-1252	373	1	8	8	NUM
ijassa-1252	373	2	.	.	X
ijassa-1252	373	3	cai	cai	X
ijassa-1252	373	4	,	,	PUNCT
ijassa-1252	373	5	x.	x.	PROPN
ijassa-1252	373	6	j.	j.	PROPN
ijassa-1252	373	7	,	,	PUNCT
ijassa-1252	373	8	fang	fang	PROPN
ijassa-1252	373	9	,	,	PUNCT
ijassa-1252	373	10	z.	z.	PROPN
ijassa-1252	373	11	,	,	PUNCT
ijassa-1252	373	12	chang	chang	PROPN
ijassa-1252	373	13	,	,	PUNCT
ijassa-1252	373	14	y.	y.	PROPN
ijassa-1252	373	15	,	,	PUNCT
ijassa-1252	373	16	tian	tian	PROPN
ijassa-1252	373	17	,	,	PUNCT
ijassa-1252	373	18	s.	s.	PROPN
ijassa-1252	373	19	&	&	CCONJ
ijassa-1252	373	20	hamori	hamori	PROPN
ijassa-1252	373	21	,	,	PUNCT
ijassa-1252	373	22	s.	s.	PROPN
ijassa-1252	373	23	(	(	PUNCT
ijassa-1252	373	24	2020	2020	NUM
ijassa-1252	373	25	)	)	PUNCT
ijassa-1252	373	26	.	.	PUNCT
ijassa-1252	374	1	co	co	NOUN
ijassa-1252	374	2	-	-	NOUN
ijassa-1252	374	3	movements	movement	NOUN
ijassa-1252	374	4	in	in	ADP
ijassa-1252	374	5	commodity	commodity	NOUN
ijassa-1252	374	6	markets	market	NOUN
ijassa-1252	374	7	and	and	CCONJ
ijassa-1252	374	8	implications	implication	NOUN
ijassa-1252	374	9	in	in	ADP
ijassa-1252	374	10	diversification	diversification	NOUN
ijassa-1252	374	11	benefits	benefit	NOUN
ijassa-1252	374	12	,	,	PUNCT
ijassa-1252	374	13	empirical	empirical	ADJ
ijassa-1252	374	14	economics	economic	NOUN
ijassa-1252	374	15	,	,	PUNCT
ijassa-1252	374	16	58	58	NUM
ijassa-1252	374	17	,	,	PUNCT
ijassa-1252	374	18	393	393	NUM
ijassa-1252	374	19	-	-	SYM
ijassa-1252	374	20	425	425	NUM
ijassa-1252	374	21	,	,	PUNCT
ijassa-1252	374	22	https://doi.org/10.1007/s00181-018-1551-3	https://doi.org/10.1007/s00181-018-1551-3	NUM
ijassa-1252	374	23	.	.	PUNCT
ijassa-1252	374	24	9	9	NUM
ijassa-1252	374	25	.	.	X
ijassa-1252	374	26	cheikhrouhou	cheikhrouhou	NOUN
ijassa-1252	374	27	,	,	PUNCT
ijassa-1252	374	28	n.	n.	NOUN
ijassa-1252	374	29	,	,	PUNCT
ijassa-1252	374	30	marmier	marmier	PROPN
ijassa-1252	374	31	,	,	PUNCT
ijassa-1252	374	32	f.	f.	PROPN
ijassa-1252	374	33	,	,	PUNCT
ijassa-1252	374	34	ayadi	ayadi	NOUN
ijassa-1252	374	35	,	,	PUNCT
ijassa-1252	374	36	o.	o.	PROPN
ijassa-1252	374	37	&	&	CCONJ
ijassa-1252	374	38	wieser	wieser	PROPN
ijassa-1252	374	39	,	,	PUNCT
ijassa-1252	374	40	p.	p.	NOUN
ijassa-1252	374	41	(	(	PUNCT
ijassa-1252	374	42	2011	2011	NUM
ijassa-1252	374	43	)	)	PUNCT
ijassa-1252	374	44	.	.	PUNCT
ijassa-1252	375	1	a	a	DET
ijassa-1252	375	2	collaborative	collaborative	ADJ
ijassa-1252	375	3	demand	demand	NOUN
ijassa-1252	375	4	forecasting	forecasting	NOUN
ijassa-1252	375	5	process	process	NOUN
ijassa-1252	375	6	with	with	ADP
ijassa-1252	375	7	event	event	NOUN
ijassa-1252	375	8	-	-	PUNCT
ijassa-1252	375	9	based	base	VERB
ijassa-1252	375	10	fuzzy	fuzzy	ADJ
ijassa-1252	375	11	judgements	judgement	NOUN
ijassa-1252	375	12	,	,	PUNCT
ijassa-1252	375	13	computers	computer	NOUN
ijassa-1252	375	14	&	&	CCONJ
ijassa-1252	375	15	industrial	industrial	ADJ
ijassa-1252	375	16	engineering	engineering	NOUN
ijassa-1252	375	17	,	,	PUNCT
ijassa-1252	375	18	61(2	61(2	NUM
ijassa-1252	375	19	)	)	PUNCT
ijassa-1252	375	20	,	,	PUNCT
ijassa-1252	375	21	409–421	409–421	NUM
ijassa-1252	375	22	,	,	PUNCT
ijassa-1252	375	23	https://doi.org/10.1016/j.cie.2011.07.002	https://doi.org/10.1016/j.cie.2011.07.002	NOUN
ijassa-1252	375	24	.	.	PUNCT
ijassa-1252	375	25	10	10	NUM
ijassa-1252	375	26	.	.	PUNCT
ijassa-1252	376	1	cheng	cheng	PROPN
ijassa-1252	376	2	,	,	PUNCT
ijassa-1252	376	3	c.	c.	PROPN
ijassa-1252	376	4	,	,	PUNCT
ijassa-1252	376	5	sa	sa	NOUN
ijassa-1252	376	6	-	-	PUNCT
ijassa-1252	376	7	ngasoongsong	ngasoongsong	NOUN
ijassa-1252	376	8	,	,	PUNCT
ijassa-1252	376	9	a.	a.	NOUN
ijassa-1252	376	10	,	,	PUNCT
ijassa-1252	376	11	beyca	beyca	NOUN
ijassa-1252	376	12	,	,	PUNCT
ijassa-1252	376	13	o.	o.	PROPN
ijassa-1252	376	14	,	,	PUNCT
ijassa-1252	376	15	le	le	X
ijassa-1252	376	16	,	,	PUNCT
ijassa-1252	376	17	t.	t.	PROPN
ijassa-1252	376	18	,	,	PUNCT
ijassa-1252	376	19	yang	yang	PROPN
ijassa-1252	376	20	,	,	PUNCT
ijassa-1252	376	21	h.	h.	PROPN
ijassa-1252	376	22	,	,	PUNCT
ijassa-1252	376	23	et	et	PROPN
ijassa-1252	376	24	.	.	PUNCT
ijassa-1252	377	1	al	al	PROPN
ijassa-1252	377	2	.	.	PROPN
ijassa-1252	378	1	(	(	PUNCT
ijassa-1252	378	2	2015	2015	NUM
ijassa-1252	378	3	)	)	PUNCT
ijassa-1252	378	4	.	.	PUNCT
ijassa-1252	379	1	time	time	NOUN
ijassa-1252	379	2	series	series	PROPN
ijassa-1252	379	3	forecasting	forecasting	NOUN
ijassa-1252	379	4	for	for	ADP
ijassa-1252	379	5	nonlinear	nonlinear	ADJ
ijassa-1252	379	6	and	and	CCONJ
ijassa-1252	379	7	nonstationary	nonstationary	ADJ
ijassa-1252	379	8	processes	process	NOUN
ijassa-1252	379	9	:	:	PUNCT
ijassa-1252	379	10	a	a	DET
ijassa-1252	379	11	review	review	NOUN
ijassa-1252	379	12	and	and	CCONJ
ijassa-1252	379	13	comparative	comparative	ADJ
ijassa-1252	379	14	study	study	NOUN
ijassa-1252	379	15	,	,	PUNCT
ijassa-1252	379	16	iie	iie	NOUN
ijassa-1252	379	17	transactions	transaction	NOUN
ijassa-1252	379	18	,	,	PUNCT
ijassa-1252	379	19	https://doi.org/10.1080/0740817x.2014.999180	https://doi.org/10.1080/0740817x.2014.999180	X
ijassa-1252	379	20	.	.	NOUN
ijassa-1252	379	21	11	11	NUM
ijassa-1252	379	22	.	.	PUNCT
ijassa-1252	380	1	dées	dées	PROPN
ijassa-1252	380	2	,	,	PUNCT
ijassa-1252	380	3	s.	s.	PROPN
ijassa-1252	380	4	,	,	PUNCT
ijassa-1252	380	5	karadeloglou	karadeloglou	PROPN
ijassa-1252	380	6	,	,	PUNCT
ijassa-1252	380	7	p.	p.	PROPN
ijassa-1252	380	8	,	,	PUNCT
ijassa-1252	380	9	kaufmann	kaufmann	PROPN
ijassa-1252	380	10	,	,	PUNCT
ijassa-1252	380	11	r.	r.	PROPN
ijassa-1252	380	12	k.	k.	PROPN
ijassa-1252	380	13	&	&	CCONJ
ijassa-1252	380	14	sánchez	sánchez	PROPN
ijassa-1252	380	15	,	,	PUNCT
ijassa-1252	380	16	m.	m.	NOUN
ijassa-1252	380	17	(	(	PUNCT
ijassa-1252	380	18	2007	2007	NUM
ijassa-1252	380	19	)	)	PUNCT
ijassa-1252	380	20	.	.	PUNCT
ijassa-1252	381	1	modelling	model	VERB
ijassa-1252	381	2	the	the	DET
ijassa-1252	381	3	world	world	NOUN
ijassa-1252	381	4	oil	oil	NOUN
ijassa-1252	381	5	market	market	NOUN
ijassa-1252	381	6	:	:	PUNCT
ijassa-1252	381	7	assessment	assessment	NOUN
ijassa-1252	381	8	of	of	ADP
ijassa-1252	381	9	a	a	DET
ijassa-1252	381	10	quarterly	quarterly	ADJ
ijassa-1252	381	11	econometric	econometric	ADJ
ijassa-1252	381	12	model	model	NOUN
ijassa-1252	381	13	,	,	PUNCT
ijassa-1252	381	14	energy	energy	NOUN
ijassa-1252	381	15	policy	policy	NOUN
ijassa-1252	381	16	,	,	PUNCT
ijassa-1252	381	17	35(1	35(1	NUM
ijassa-1252	381	18	)	)	PUNCT
ijassa-1252	381	19	,	,	PUNCT
ijassa-1252	381	20	178–191	178–191	NUM
ijassa-1252	381	21	,	,	PUNCT
ijassa-1252	381	22	https://doi.org/10.1016/j.enpol.2005.10.017	https://doi.org/10.1016/j.enpol.2005.10.017	NUM
ijassa-1252	381	23	.	.	PUNCT
ijassa-1252	382	1	12	12	NUM
ijassa-1252	382	2	.	.	PUNCT
ijassa-1252	383	1	dickerson	dickerson	PROPN
ijassa-1252	383	2	,	,	PUNCT
ijassa-1252	383	3	j.a	j.a	PROPN
ijassa-1252	383	4	.	.	PROPN
ijassa-1252	383	5	,	,	PUNCT
ijassa-1252	383	6	and	and	CCONJ
ijassa-1252	383	7	kosko	kosko	ADV
ijassa-1252	383	8	,	,	PUNCT
ijassa-1252	383	9	b.	b.	PROPN
ijassa-1252	383	10	(	(	PUNCT
ijassa-1252	383	11	1994	1994	NUM
ijassa-1252	383	12	)	)	PUNCT
ijassa-1252	383	13	.	.	PUNCT
ijassa-1252	384	1	virtual	virtual	ADJ
ijassa-1252	384	2	worlds	world	NOUN
ijassa-1252	384	3	as	as	ADP
ijassa-1252	384	4	fuzzy	fuzzy	ADJ
ijassa-1252	384	5	cognitive	cognitive	ADJ
ijassa-1252	384	6	maps	map	NOUN
ijassa-1252	384	7	,	,	PUNCT
ijassa-1252	384	8	teleoperators	teleoperator	NOUN
ijassa-1252	384	9	&	&	CCONJ
ijassa-1252	384	10	virtual	virtual	ADJ
ijassa-1252	384	11	environments	environment	NOUN
ijassa-1252	384	12	,	,	PUNCT
ijassa-1252	384	13	3(2	3(2	NUM
ijassa-1252	384	14	)	)	PUNCT
ijassa-1252	384	15	,	,	PUNCT
ijassa-1252	384	16	173–189	173–189	NUM
ijassa-1252	384	17	,	,	PUNCT
ijassa-1252	384	18	https://doi.org/10.1162/pres.1994.3.2.173	https://doi.org/10.1162/pres.1994.3.2.173	NOUN
ijassa-1252	384	19	.	.	PUNCT
ijassa-1252	385	1	13	13	NUM
ijassa-1252	385	2	.	.	PUNCT
ijassa-1252	386	1	dooley	dooley	PROPN
ijassa-1252	386	2	,	,	PUNCT
ijassa-1252	386	3	g.	g.	PROPN
ijassa-1252	386	4	&	&	CCONJ
ijassa-1252	386	5	lenihan	lenihan	PROPN
ijassa-1252	386	6	,	,	PUNCT
ijassa-1252	386	7	h.	h.	PROPN
ijassa-1252	386	8	(	(	PUNCT
ijassa-1252	386	9	2005	2005	NUM
ijassa-1252	386	10	)	)	PUNCT
ijassa-1252	386	11	.	.	PUNCT
ijassa-1252	387	1	an	an	DET
ijassa-1252	387	2	assessment	assessment	NOUN
ijassa-1252	387	3	of	of	ADP
ijassa-1252	387	4	time	time	NOUN
ijassa-1252	387	5	series	series	NOUN
ijassa-1252	387	6	methods	method	NOUN
ijassa-1252	387	7	in	in	ADP
ijassa-1252	387	8	metal	metal	NOUN
ijassa-1252	387	9	price	price	NOUN
ijassa-1252	387	10	forecasting	forecasting	NOUN
ijassa-1252	387	11	,	,	PUNCT
ijassa-1252	387	12	resources	resource	NOUN
ijassa-1252	387	13	policy	policy	NOUN
ijassa-1252	387	14	,	,	PUNCT
ijassa-1252	387	15	30(3	30(3	NUM
ijassa-1252	387	16	)	)	PUNCT
ijassa-1252	387	17	,	,	PUNCT
ijassa-1252	387	18	208–217	208–217	NUM
ijassa-1252	387	19	,	,	PUNCT
ijassa-1252	387	20	https://doi.org/10.1016/j.resourpol.2005.08.007	https://doi.org/10.1016/j.resourpol.2005.08.007	NOUN
ijassa-1252	387	21	.	.	PUNCT
ijassa-1252	387	22	14	14	NUM
ijassa-1252	387	23	.	.	PUNCT
ijassa-1252	388	1	fama	fama	PROPN
ijassa-1252	388	2	,	,	PUNCT
ijassa-1252	388	3	e.f	e.f	PROPN
ijassa-1252	388	4	.	.	PROPN
ijassa-1252	388	5	(	(	PUNCT
ijassa-1252	388	6	1970	1970	NUM
ijassa-1252	388	7	)	)	PUNCT
ijassa-1252	388	8	.	.	PUNCT
ijassa-1252	389	1	efficient	efficient	ADJ
ijassa-1252	389	2	capital	capital	NOUN
ijassa-1252	389	3	markets	market	NOUN
ijassa-1252	389	4	:	:	PUNCT
ijassa-1252	389	5	a	a	DET
ijassa-1252	389	6	review	review	NOUN
ijassa-1252	389	7	of	of	ADP
ijassa-1252	389	8	theory	theory	NOUN
ijassa-1252	389	9	and	and	CCONJ
ijassa-1252	389	10	empirical	empirical	ADJ
ijassa-1252	389	11	work	work	NOUN
ijassa-1252	389	12	,	,	PUNCT
ijassa-1252	389	13	the	the	DET
ijassa-1252	389	14	journal	journal	NOUN
ijassa-1252	389	15	of	of	ADP
ijassa-1252	389	16	finance	finance	NOUN
ijassa-1252	389	17	,	,	PUNCT
ijassa-1252	389	18	25(2	25(2	NUM
ijassa-1252	389	19	)	)	PUNCT
ijassa-1252	389	20	,	,	PUNCT
ijassa-1252	389	21	383–417	383–417	NUM
ijassa-1252	389	22	.	.	PUNCT
ijassa-1252	390	1	15	15	NUM
ijassa-1252	390	2	.	.	X
ijassa-1252	390	3	fildes	fildes	PROPN
ijassa-1252	390	4	,	,	PUNCT
ijassa-1252	390	5	r.	r.	PROPN
ijassa-1252	390	6	,	,	PUNCT
ijassa-1252	390	7	goodwin	goodwin	PROPN
ijassa-1252	390	8	,	,	PUNCT
ijassa-1252	390	9	p.	p.	PROPN
ijassa-1252	390	10	&	&	CCONJ
ijassa-1252	390	11	lawrence	lawrence	PROPN
ijassa-1252	390	12	,	,	PUNCT
ijassa-1252	390	13	m.	m.	NOUN
ijassa-1252	390	14	(	(	PUNCT
ijassa-1252	390	15	2006	2006	NUM
ijassa-1252	390	16	)	)	PUNCT
ijassa-1252	390	17	.	.	PUNCT
ijassa-1252	391	1	the	the	DET
ijassa-1252	391	2	design	design	NOUN
ijassa-1252	391	3	features	feature	NOUN
ijassa-1252	391	4	of	of	ADP
ijassa-1252	391	5	forecasting	forecast	VERB
ijassa-1252	391	6	support	support	NOUN
ijassa-1252	391	7	systems	system	NOUN
ijassa-1252	391	8	and	and	CCONJ
ijassa-1252	391	9	their	their	PRON
ijassa-1252	391	10	effectiveness	effectiveness	NOUN
ijassa-1252	391	11	,	,	PUNCT
ijassa-1252	391	12	decision	decision	NOUN
ijassa-1252	391	13	support	support	NOUN
ijassa-1252	391	14	systems	system	NOUN
ijassa-1252	391	15	,	,	PUNCT
ijassa-1252	391	16	42(1	42(1	NOUN
ijassa-1252	391	17	)	)	PUNCT
ijassa-1252	391	18	,	,	PUNCT
ijassa-1252	391	19	351–361	351–361	NUM
ijassa-1252	391	20	,	,	PUNCT
ijassa-1252	391	21	https://doi.org/10.1016/j.dss.2005.01.003	https://doi.org/10.1016/j.dss.2005.01.003	PROPN
ijassa-1252	391	22	.	.	NOUN
ijassa-1252	391	23	16	16	NUM
ijassa-1252	391	24	.	.	PUNCT
ijassa-1252	392	1	forecasting	forecasting	NOUN
ijassa-1252	392	2	:	:	PUNCT
ijassa-1252	392	3	theory	theory	NOUN
ijassa-1252	392	4	and	and	CCONJ
ijassa-1252	392	5	practice	practice	NOUN
ijassa-1252	392	6	.	.	PUNCT
ijassa-1252	393	1	(	(	PUNCT
ijassa-1252	393	2	2020	2020	NUM
ijassa-1252	393	3	)	)	PUNCT
ijassa-1252	393	4	.	.	PUNCT
ijassa-1252	394	1	collective	collective	ADJ
ijassa-1252	394	2	monograph	monograph	NOUN
ijassa-1252	394	3	submitted	submit	VERB
ijassa-1252	394	4	to	to	ADP
ijassa-1252	394	5	international	international	ADJ
ijassa-1252	394	6	journal	journal	NOUN
ijassa-1252	394	7	of	of	ADP
ijassa-1252	394	8	forecasting	forecasting	NOUN
ijassa-1252	394	9	,	,	PUNCT
ijassa-1252	394	10	url	url	PROPN
ijassa-1252	394	11	:	:	PUNCT
ijassa-1252	394	12	https://arxiv.org/abs/2012.03854	https://arxiv.org/abs/2012.03854	PROPN
ijassa-1252	394	13	17	17	NUM
ijassa-1252	394	14	.	.	PUNCT
ijassa-1252	395	1	granger	granger	NOUN
ijassa-1252	395	2	,	,	PUNCT
ijassa-1252	395	3	c.w.j	c.w.j	NOUN
ijassa-1252	395	4	.	.	PUNCT
ijassa-1252	395	5	&	&	CCONJ
ijassa-1252	395	6	newbold	newbold	PROPN
ijassa-1252	395	7	,	,	PUNCT
ijassa-1252	395	8	p.	p.	NOUN
ijassa-1252	395	9	(	(	PUNCT
ijassa-1252	395	10	1974	1974	NUM
ijassa-1252	395	11	)	)	PUNCT
ijassa-1252	395	12	.	.	PUNCT
ijassa-1252	396	1	spurious	spurious	ADJ
ijassa-1252	396	2	regressions	regression	NOUN
ijassa-1252	396	3	in	in	ADP
ijassa-1252	396	4	econometrics	econometric	NOUN
ijassa-1252	396	5	,	,	PUNCT
ijassa-1252	396	6	journal	journal	NOUN
ijassa-1252	396	7	of	of	ADP
ijassa-1252	396	8	econometrics	econometric	NOUN
ijassa-1252	396	9	,	,	PUNCT
ijassa-1252	396	10	2	2	NUM
ijassa-1252	396	11	,	,	PUNCT
ijassa-1252	396	12	111–120	111–120	NUM
ijassa-1252	396	13	,	,	PUNCT
ijassa-1252	396	14	https://doi.org/10.1016/0304-4076(74)90034-7	https://doi.org/10.1016/0304-4076(74)90034-7	PROPN
ijassa-1252	396	15	.	.	NOUN
ijassa-1252	397	1	18	18	NUM
ijassa-1252	397	2	.	.	PUNCT
ijassa-1252	397	3	grebenyuk	grebenyuk	PROPN
ijassa-1252	397	4	,	,	PUNCT
ijassa-1252	397	5	e.a	e.a	PROPN
ijassa-1252	397	6	.	.	PROPN
ijassa-1252	397	7	(	(	PUNCT
ijassa-1252	397	8	2003	2003	NUM
ijassa-1252	397	9	)	)	PUNCT
ijassa-1252	397	10	.	.	PUNCT
ijassa-1252	398	1	detection	detection	NOUN
ijassa-1252	398	2	of	of	ADP
ijassa-1252	398	3	changes	change	NOUN
ijassa-1252	398	4	in	in	ADP
ijassa-1252	398	5	the	the	DET
ijassa-1252	398	6	properties	property	NOUN
ijassa-1252	398	7	of	of	ADP
ijassa-1252	398	8	time	time	NOUN
ijassa-1252	398	9	-	-	PUNCT
ijassa-1252	398	10	varying	vary	VERB
ijassa-1252	398	11	random	random	ADJ
ijassa-1252	398	12	processes	process	NOUN
ijassa-1252	398	13	,	,	PUNCT
ijassa-1252	398	14	automation	automation	NOUN
ijassa-1252	398	15	and	and	CCONJ
ijassa-1252	398	16	remote	remote	ADJ
ijassa-1252	398	17	control	control	NOUN
ijassa-1252	398	18	,	,	PUNCT
ijassa-1252	398	19	64(12	64(12	NUM
ijassa-1252	398	20	)	)	PUNCT
ijassa-1252	398	21	,	,	PUNCT
ijassa-1252	398	22	1868–1881	1868–1881	NUM
ijassa-1252	398	23	.	.	PUNCT
ijassa-1252	398	24	19	19	NUM
ijassa-1252	398	25	.	.	PUNCT
ijassa-1252	398	26	grebenyuk	grebenyuk	NOUN
ijassa-1252	398	27	,	,	PUNCT
ijassa-1252	398	28	e.	e.	PROPN
ijassa-1252	398	29	a.	a.	PROPN
ijassa-1252	398	30	(	(	PUNCT
ijassa-1252	398	31	2020	2020	NUM
ijassa-1252	398	32	)	)	PUNCT
ijassa-1252	398	33	.	.	PUNCT
ijassa-1252	399	1	monitoring	monitoring	NOUN
ijassa-1252	399	2	and	and	CCONJ
ijassa-1252	399	3	identification	identification	NOUN
ijassa-1252	399	4	of	of	ADP
ijassa-1252	399	5	structural	structural	ADJ
ijassa-1252	399	6	shifts	shift	NOUN
ijassa-1252	399	7	in	in	ADP
ijassa-1252	399	8	processes	process	NOUN
ijassa-1252	399	9	with	with	ADP
ijassa-1252	399	10	a	a	DET
ijassa-1252	399	11	unit	unit	NOUN
ijassa-1252	399	12	root	root	NOUN
ijassa-1252	399	13	.	.	PUNCT
ijassa-1252	400	1	proc	proc	PROPN
ijassa-1252	400	2	.	.	PUNCT
ijassa-1252	401	1	of	of	ADP
ijassa-1252	401	2	13th	13th	PROPN
ijassa-1252	401	3	international	international	ADJ
ijassa-1252	401	4	conference	conference	NOUN
ijassa-1252	401	5	“	"	PUNCT
ijassa-1252	401	6	management	management	NOUN
ijassa-1252	401	7	of	of	ADP
ijassa-1252	401	8	large	large	ADJ
ijassa-1252	401	9	-	-	PUNCT
ijassa-1252	401	10	scale	scale	NOUN
ijassa-1252	401	11	system	system	NOUN
ijassa-1252	401	12	development	development	NOUN
ijassa-1252	401	13	”	"	PUNCT
ijassa-1252	401	14	(	(	PUNCT
ijassa-1252	401	15	mlsd’2020	mlsd’2020	NOUN
ijassa-1252	401	16	)	)	PUNCT
ijassa-1252	401	17	,	,	PUNCT
ijassa-1252	401	18	moscow	moscow	PROPN
ijassa-1252	401	19	,	,	PUNCT
ijassa-1252	401	20	russia	russia	PROPN
ijassa-1252	401	21	,	,	PUNCT
ijassa-1252	401	22	https://doi.org/10.1109/mlsd49919.2020.9247829	https://doi.org/10.1109/mlsd49919.2020.9247829	PROPN
ijassa-1252	401	23	.	.	PROPN
ijassa-1252	401	24	20	20	NUM
ijassa-1252	401	25	.	.	X
ijassa-1252	401	26	hogarth	hogarth	PROPN
ijassa-1252	401	27	,	,	PUNCT
ijassa-1252	401	28	r.m	r.m	PROPN
ijassa-1252	401	29	.	.	PROPN
ijassa-1252	401	30	&	&	CCONJ
ijassa-1252	401	31	makridakis	makridakis	PROPN
ijassa-1252	401	32	,	,	PUNCT
ijassa-1252	401	33	s.	s.	PROPN
ijassa-1252	401	34	(	(	PUNCT
ijassa-1252	401	35	1981	1981	NUM
ijassa-1252	401	36	)	)	PUNCT
ijassa-1252	401	37	.	.	PUNCT
ijassa-1252	402	1	forecasting	forecasting	NOUN
ijassa-1252	402	2	and	and	CCONJ
ijassa-1252	402	3	planning	planning	NOUN
ijassa-1252	402	4	:	:	PUNCT
ijassa-1252	402	5	an	an	DET
ijassa-1252	402	6	evaluation	evaluation	NOUN
ijassa-1252	402	7	,	,	PUNCT
ijassa-1252	402	8	management	management	NOUN
ijassa-1252	402	9	science	science	NOUN
ijassa-1252	402	10	,	,	PUNCT
ijassa-1252	402	11	27(2	27(2	PROPN
ijassa-1252	402	12	)	)	PUNCT
ijassa-1252	402	13	,	,	PUNCT
ijassa-1252	402	14	115–138	115–138	NUM
ijassa-1252	402	15	,	,	PUNCT
ijassa-1252	402	16	https://doi.org/10.1287/mnsc.27.2.115	https://doi.org/10.1287/mnsc.27.2.115	PROPN
ijassa-1252	402	17	.	.	PUNCT
ijassa-1252	402	18	raw	raw	ADJ
ijassa-1252	402	19	material	material	NOUN
ijassa-1252	402	20	price	price	NOUN
ijassa-1252	402	21	forecasting	forecasting	NOUN
ijassa-1252	402	22	on	on	ADP
ijassa-1252	402	23	commodity	commodity	NOUN
ijassa-1252	402	24	markets	market	NOUN
ijassa-1252	402	25	143	143	NUM
ijassa-1252	402	26	copyright	copyright	NOUN
ijassa-1252	402	27	©	©	PROPN
ijassa-1252	402	28	2022	2022	NUM
ijassa-1252	402	29	assa	assa	NOUN
ijassa-1252	402	30	.	.	PUNCT
ijassa-1252	403	1	adv	adv	PROPN
ijassa-1252	403	2	.	.	PUNCT
ijassa-1252	404	1	in	in	ADP
ijassa-1252	404	2	systems	system	NOUN
ijassa-1252	404	3	science	science	NOUN
ijassa-1252	404	4	and	and	CCONJ
ijassa-1252	404	5	appl	appl	NOUN
ijassa-1252	404	6	.	.	PUNCT
ijassa-1252	405	1	(	(	PUNCT
ijassa-1252	405	2	2022	2022	NUM
ijassa-1252	405	3	)	)	PUNCT
ijassa-1252	405	4	21	21	NUM
ijassa-1252	405	5	.	.	PUNCT
ijassa-1252	406	1	kannegiesser	kannegiesser	PROPN
ijassa-1252	406	2	,	,	PUNCT
ijassa-1252	406	3	m.	m.	NOUN
ijassa-1252	406	4	,	,	PUNCT
ijassa-1252	406	5	günther	günther	NOUN
ijassa-1252	406	6	,	,	PUNCT
ijassa-1252	406	7	h.-o	h.-o	NOUN
ijassa-1252	406	8	.	.	PUNCT
ijassa-1252	406	9	,	,	PUNCT
ijassa-1252	406	10	p.	p.	PROPN
ijassa-1252	406	11	van	van	PROPN
ijassa-1252	406	12	beek	beek	PROPN
ijassa-1252	406	13	,	,	PUNCT
ijassa-1252	406	14	grunow	grunow	NOUN
ijassa-1252	406	15	,	,	PUNCT
ijassa-1252	406	16	m.	m.	NOUN
ijassa-1252	406	17	&	&	CCONJ
ijassa-1252	406	18	habla	habla	PROPN
ijassa-1252	406	19	,	,	PUNCT
ijassa-1252	406	20	c.	c.	PROPN
ijassa-1252	406	21	(	(	PUNCT
ijassa-1252	406	22	2009	2009	NUM
ijassa-1252	406	23	)	)	PUNCT
ijassa-1252	406	24	.	.	PUNCT
ijassa-1252	407	1	value	value	NOUN
ijassa-1252	407	2	chain	chain	NOUN
ijassa-1252	407	3	management	management	NOUN
ijassa-1252	407	4	for	for	ADP
ijassa-1252	407	5	commodities	commodity	NOUN
ijassa-1252	407	6	:	:	PUNCT
ijassa-1252	407	7	a	a	DET
ijassa-1252	407	8	case	case	NOUN
ijassa-1252	407	9	study	study	NOUN
ijassa-1252	407	10	from	from	ADP
ijassa-1252	407	11	the	the	DET
ijassa-1252	407	12	chemical	chemical	NOUN
ijassa-1252	407	13	industry	industry	NOUN
ijassa-1252	407	14	,	,	PUNCT
ijassa-1252	407	15	or	or	CCONJ
ijassa-1252	407	16	spectrum	spectrum	NOUN
ijassa-1252	407	17	,	,	PUNCT
ijassa-1252	407	18	31	31	NUM
ijassa-1252	407	19	,	,	PUNCT
ijassa-1252	407	20	63–93	63–93	NUM
ijassa-1252	407	21	,	,	PUNCT
ijassa-1252	407	22	https://doi.org/10.1007/s00291-008-0124-9	https://doi.org/10.1007/s00291-008-0124-9	NUM
ijassa-1252	407	23	.	.	PUNCT
ijassa-1252	408	1	22	22	NUM
ijassa-1252	408	2	.	.	PUNCT
ijassa-1252	409	1	liu	liu	PROPN
ijassa-1252	409	2	,	,	PUNCT
ijassa-1252	409	3	c.	c.	PROPN
ijassa-1252	409	4	,	,	PUNCT
ijassa-1252	409	5	sun	sun	PROPN
ijassa-1252	409	6	.	.	PROPN
ijassa-1252	409	7	,	,	PUNCT
ijassa-1252	409	8	x.	x.	PROPN
ijassa-1252	409	9	,	,	PUNCT
ijassa-1252	409	10	wang	wang	PROPN
ijassa-1252	409	11	,	,	PUNCT
ijassa-1252	409	12	j.	j.	PROPN
ijassa-1252	409	13	,	,	PUNCT
ijassa-1252	409	14	li	li	PROPN
ijassa-1252	409	15	,	,	PUNCT
ijassa-1252	409	16	j.	j.	PROPN
ijassa-1252	409	17	&	&	CCONJ
ijassa-1252	409	18	chen	chen	PROPN
ijassa-1252	409	19	,	,	PUNCT
ijassa-1252	409	20	j.	j.	PROPN
ijassa-1252	409	21	(	(	PUNCT
ijassa-1252	409	22	2021	2021	NUM
ijassa-1252	409	23	)	)	PUNCT
ijassa-1252	409	24	.	.	PUNCT
ijassa-1252	410	1	multiscale	multiscale	ADJ
ijassa-1252	410	2	information	information	NOUN
ijassa-1252	410	3	transmission	transmission	NOUN
ijassa-1252	410	4	between	between	ADP
ijassa-1252	410	5	commodity	commodity	NOUN
ijassa-1252	410	6	markets	market	NOUN
ijassa-1252	410	7	:	:	PUNCT
ijassa-1252	410	8	an	an	DET
ijassa-1252	410	9	emd	emd	PROPN
ijassa-1252	410	10	-	-	PUNCT
ijassa-1252	410	11	based	base	VERB
ijassa-1252	410	12	transfer	transfer	NOUN
ijassa-1252	410	13	entropy	entropy	NOUN
ijassa-1252	410	14	network	network	NOUN
ijassa-1252	410	15	,	,	PUNCT
ijassa-1252	410	16	research	research	NOUN
ijassa-1252	410	17	in	in	ADP
ijassa-1252	410	18	international	international	ADJ
ijassa-1252	410	19	business	business	NOUN
ijassa-1252	410	20	and	and	CCONJ
ijassa-1252	410	21	finance	finance	NOUN
ijassa-1252	410	22	,	,	PUNCT
ijassa-1252	410	23	55(1	55(1	NOUN
ijassa-1252	410	24	)	)	PUNCT
ijassa-1252	410	25	,	,	PUNCT
ijassa-1252	410	26	101318	101318	NUM
ijassa-1252	410	27	,	,	PUNCT
ijassa-1252	410	28	https://doi.org/10.1016/j.ribaf.2020.101318	https://doi.org/10.1016/j.ribaf.2020.101318	PROPN
ijassa-1252	410	29	.	.	PUNCT
ijassa-1252	411	1	23	23	NUM
ijassa-1252	411	2	.	.	PUNCT
ijassa-1252	412	1	lopez	lopez	PROPN
ijassa-1252	412	2	,	,	PUNCT
ijassa-1252	412	3	c.	c.	PROPN
ijassa-1252	412	4	&	&	CCONJ
ijassa-1252	412	5	salmeron	salmeron	PROPN
ijassa-1252	412	6	,	,	PUNCT
ijassa-1252	412	7	j.	j.	PROPN
ijassa-1252	412	8	(	(	PUNCT
ijassa-1252	412	9	2014	2014	NUM
ijassa-1252	412	10	)	)	PUNCT
ijassa-1252	412	11	.	.	PUNCT
ijassa-1252	413	1	dynamic	dynamic	ADJ
ijassa-1252	413	2	risks	risk	NOUN
ijassa-1252	413	3	modelling	model	VERB
ijassa-1252	413	4	in	in	ADP
ijassa-1252	413	5	erp	erp	NOUN
ijassa-1252	413	6	maintenance	maintenance	NOUN
ijassa-1252	413	7	projects	project	NOUN
ijassa-1252	413	8	with	with	ADP
ijassa-1252	413	9	fcm	fcm	PROPN
ijassa-1252	413	10	,	,	PUNCT
ijassa-1252	413	11	information	information	NOUN
ijassa-1252	413	12	sciences	science	NOUN
ijassa-1252	413	13	,	,	PUNCT
ijassa-1252	413	14	256	256	NUM
ijassa-1252	413	15	,	,	PUNCT
ijassa-1252	413	16	25–45	25–45	NUM
ijassa-1252	413	17	,	,	PUNCT
ijassa-1252	413	18	https://doi.org/10.1016/j.ins.2012.05.026	https://doi.org/10.1016/j.ins.2012.05.026	PROPN
ijassa-1252	413	19	.	.	PUNCT
ijassa-1252	414	1	24	24	NUM
ijassa-1252	414	2	.	.	PUNCT
ijassa-1252	414	3	lütkepohl	lütkepohl	PROPN
ijassa-1252	414	4	,	,	PUNCT
ijassa-1252	414	5	h.	h.	PROPN
ijassa-1252	414	6	(	(	PUNCT
ijassa-1252	414	7	2005	2005	NUM
ijassa-1252	414	8	)	)	PUNCT
ijassa-1252	414	9	.	.	PUNCT
ijassa-1252	415	1	new	new	ADJ
ijassa-1252	415	2	introduction	introduction	NOUN
ijassa-1252	415	3	to	to	ADP
ijassa-1252	415	4	multiple	multiple	ADJ
ijassa-1252	415	5	time	time	NOUN
ijassa-1252	415	6	series	series	PROPN
ijassa-1252	415	7	analysis	analysis	NOUN
ijassa-1252	415	8	.	.	PUNCT
ijassa-1252	416	1	berlin	berlin	ADJ
ijassa-1252	416	2	:	:	PUNCT
ijassa-1252	416	3	springer	springer	NOUN
ijassa-1252	416	4	-	-	PUNCT
ijassa-1252	416	5	verlag	verlag	PROPN
ijassa-1252	416	6	.	.	PUNCT
ijassa-1252	417	1	25	25	NUM
ijassa-1252	417	2	.	.	PUNCT
ijassa-1252	417	3	montgomery	montgomery	PROPN
ijassa-1252	417	4	,	,	PUNCT
ijassa-1252	417	5	j.m	j.m	PROPN
ijassa-1252	417	6	.	.	PROPN
ijassa-1252	417	7	,	,	PUNCT
ijassa-1252	417	8	hollenbach	hollenbach	PROPN
ijassa-1252	417	9	,	,	PUNCT
ijassa-1252	417	10	f.m	f.m	PROPN
ijassa-1252	417	11	.	.	PROPN
ijassa-1252	417	12	&	&	CCONJ
ijassa-1252	417	13	ward	ward	PROPN
ijassa-1252	417	14	,	,	PUNCT
ijassa-1252	417	15	m.d	m.d	PROPN
ijassa-1252	417	16	.	.	PROPN
ijassa-1252	417	17	(	(	PUNCT
ijassa-1252	417	18	2012	2012	NUM
ijassa-1252	417	19	)	)	PUNCT
ijassa-1252	417	20	.	.	PUNCT
ijassa-1252	418	1	improving	improve	VERB
ijassa-1252	418	2	predictions	prediction	NOUN
ijassa-1252	418	3	using	use	VERB
ijassa-1252	418	4	ensemble	ensemble	ADJ
ijassa-1252	418	5	bayesian	bayesian	NOUN
ijassa-1252	418	6	model	model	NOUN
ijassa-1252	418	7	averaging	averaging	NOUN
ijassa-1252	418	8	,	,	PUNCT
ijassa-1252	418	9	political	political	ADJ
ijassa-1252	418	10	analysis	analysis	NOUN
ijassa-1252	418	11	,	,	PUNCT
ijassa-1252	418	12	20(3	20(3	NOUN
ijassa-1252	418	13	)	)	PUNCT
ijassa-1252	418	14	,	,	PUNCT
ijassa-1252	418	15	271–291	271–291	NUM
ijassa-1252	418	16	.	.	PUNCT
ijassa-1252	419	1	26	26	NUM
ijassa-1252	419	2	.	.	PUNCT
ijassa-1252	420	1	papageorgiou	papageorgiou	PROPN
ijassa-1252	420	2	,	,	PUNCT
ijassa-1252	420	3	e.	e.	PROPN
ijassa-1252	420	4	(	(	PUNCT
ijassa-1252	420	5	2013	2013	NUM
ijassa-1252	420	6	)	)	PUNCT
ijassa-1252	420	7	.	.	PUNCT
ijassa-1252	421	1	review	review	NOUN
ijassa-1252	421	2	study	study	NOUN
ijassa-1252	421	3	on	on	ADP
ijassa-1252	421	4	fuzzy	fuzzy	ADJ
ijassa-1252	421	5	cognitive	cognitive	ADJ
ijassa-1252	421	6	maps	map	NOUN
ijassa-1252	421	7	and	and	CCONJ
ijassa-1252	421	8	their	their	PRON
ijassa-1252	421	9	applications	application	NOUN
ijassa-1252	421	10	during	during	ADP
ijassa-1252	421	11	the	the	DET
ijassa-1252	421	12	last	last	ADJ
ijassa-1252	421	13	decade	decade	NOUN
ijassa-1252	421	14	.	.	PUNCT
ijassa-1252	422	1	in	in	ADP
ijassa-1252	422	2	m.	m.	PROPN
ijassa-1252	422	3	glykas	glykas	PROPN
ijassa-1252	422	4	(	(	PUNCT
ijassa-1252	422	5	ed	ed	NOUN
ijassa-1252	422	6	.	.	PUNCT
ijassa-1252	422	7	)	)	PUNCT
ijassa-1252	422	8	,	,	PUNCT
ijassa-1252	422	9	business	business	NOUN
ijassa-1252	422	10	process	process	NOUN
ijassa-1252	422	11	management	management	NOUN
ijassa-1252	422	12	(	(	PUNCT
ijassa-1252	422	13	pp	pp	ADJ
ijassa-1252	422	14	.	.	PUNCT
ijassa-1252	423	1	281–298	281–298	NUM
ijassa-1252	423	2	)	)	PUNCT
ijassa-1252	423	3	,	,	PUNCT
ijassa-1252	423	4	https://doi.org/10.1007/978-3-642-28409-0_11	https://doi.org/10.1007/978-3-642-28409-0_11	PROPN
ijassa-1252	423	5	.	.	PROPN
ijassa-1252	423	6	27	27	NUM
ijassa-1252	423	7	.	.	PUNCT
ijassa-1252	424	1	patra	patra	PROPN
ijassa-1252	424	2	,	,	PUNCT
ijassa-1252	424	3	k.	k.	PROPN
ijassa-1252	424	4	&	&	CCONJ
ijassa-1252	424	5	mondal	mondal	PROPN
ijassa-1252	424	6	,	,	PUNCT
ijassa-1252	424	7	s.	s.	PROPN
ijassa-1252	424	8	k.	k.	PROPN
ijassa-1252	424	9	(	(	PUNCT
ijassa-1252	424	10	2017	2017	NUM
ijassa-1252	424	11	)	)	PUNCT
ijassa-1252	424	12	.	.	PUNCT
ijassa-1252	425	1	risk	risk	NOUN
ijassa-1252	425	2	analysis	analysis	NOUN
ijassa-1252	425	3	in	in	ADP
ijassa-1252	425	4	a	a	DET
ijassa-1252	425	5	production	production	NOUN
ijassa-1252	425	6	system	system	NOUN
ijassa-1252	425	7	using	use	VERB
ijassa-1252	425	8	fuzzy	fuzzy	ADJ
ijassa-1252	425	9	cognitive	cognitive	ADJ
ijassa-1252	425	10	map	map	NOUN
ijassa-1252	425	11	,	,	PUNCT
ijassa-1252	425	12	international	international	ADJ
ijassa-1252	425	13	journal	journal	NOUN
ijassa-1252	425	14	of	of	ADP
ijassa-1252	425	15	mathematics	mathematic	NOUN
ijassa-1252	425	16	in	in	ADP
ijassa-1252	425	17	operational	operational	ADJ
ijassa-1252	425	18	research	research	NOUN
ijassa-1252	425	19	,	,	PUNCT
ijassa-1252	425	20	11(1	11(1	NUM
ijassa-1252	425	21	)	)	PUNCT
ijassa-1252	425	22	,	,	PUNCT
ijassa-1252	425	23	29	29	NUM
ijassa-1252	425	24	-	-	SYM
ijassa-1252	425	25	44	44	NUM
ijassa-1252	425	26	,	,	PUNCT
ijassa-1252	425	27	https://doi.org/10.1504/ijmor.2017.10006266	https://doi.org/10.1504/ijmor.2017.10006266	PROPN
ijassa-1252	425	28	.	.	PROPN
ijassa-1252	425	29	28	28	NUM
ijassa-1252	425	30	.	.	X
ijassa-1252	426	1	perera	perera	PROPN
ijassa-1252	426	2	,	,	PUNCT
ijassa-1252	426	3	h.n	h.n	PROPN
ijassa-1252	426	4	.	.	PROPN
ijassa-1252	426	5	,	,	PUNCT
ijassa-1252	426	6	hurley	hurley	PROPN
ijassa-1252	426	7	,	,	PUNCT
ijassa-1252	426	8	j.	j.	PROPN
ijassa-1252	426	9	,	,	PUNCT
ijassa-1252	426	10	fahimnia	fahimnia	PROPN
ijassa-1252	426	11	,	,	PUNCT
ijassa-1252	426	12	b.	b.	PROPN
ijassa-1252	426	13	&	&	CCONJ
ijassa-1252	426	14	reisi	reisi	PROPN
ijassa-1252	426	15	,	,	PUNCT
ijassa-1252	426	16	m.	m.	NOUN
ijassa-1252	426	17	(	(	PUNCT
ijassa-1252	426	18	2019	2019	NUM
ijassa-1252	426	19	)	)	PUNCT
ijassa-1252	426	20	.	.	PUNCT
ijassa-1252	427	1	the	the	DET
ijassa-1252	427	2	human	human	ADJ
ijassa-1252	427	3	factor	factor	NOUN
ijassa-1252	427	4	in	in	ADP
ijassa-1252	427	5	supply	supply	NOUN
ijassa-1252	427	6	chain	chain	NOUN
ijassa-1252	427	7	forecasting	forecasting	NOUN
ijassa-1252	427	8	:	:	PUNCT
ijassa-1252	427	9	a	a	DET
ijassa-1252	427	10	systematic	systematic	ADJ
ijassa-1252	427	11	review	review	NOUN
ijassa-1252	427	12	,	,	PUNCT
ijassa-1252	427	13	european	european	PROPN
ijassa-1252	427	14	journal	journal	PROPN
ijassa-1252	427	15	of	of	ADP
ijassa-1252	427	16	operational	operational	ADJ
ijassa-1252	427	17	research	research	NOUN
ijassa-1252	427	18	,	,	PUNCT
ijassa-1252	427	19	274(2	274(2	NUM
ijassa-1252	427	20	)	)	PUNCT
ijassa-1252	427	21	,	,	PUNCT
ijassa-1252	427	22	574–600	574–600	NUM
ijassa-1252	427	23	,	,	PUNCT
ijassa-1252	427	24	https://doi.org/10.1016/j.ejor.2018.10.028	https://doi.org/10.1016/j.ejor.2018.10.028	PROPN
ijassa-1252	427	25	.	.	PUNCT
ijassa-1252	428	1	29	29	NUM
ijassa-1252	428	2	.	.	X
ijassa-1252	429	1	sahoo	sahoo	PROPN
ijassa-1252	429	2	,	,	PUNCT
ijassa-1252	429	3	d.	d.	PROPN
ijassa-1252	429	4	,	,	PUNCT
ijassa-1252	429	5	sood	sood	PROPN
ijassa-1252	429	6	,	,	PUNCT
ijassa-1252	429	7	n.	n.	NOUN
ijassa-1252	429	8	,	,	PUNCT
ijassa-1252	429	9	rani	rani	PROPN
ijassa-1252	429	10	,	,	PUNCT
ijassa-1252	429	11	u.	u.	PROPN
ijassa-1252	429	12	,	,	PUNCT
ijassa-1252	429	13	abraham	abraham	PROPN
ijassa-1252	429	14	,	,	PUNCT
ijassa-1252	429	15	g.	g.	PROPN
ijassa-1252	429	16	,	,	PUNCT
ijassa-1252	429	17	dutt	dutt	PROPN
ijassa-1252	429	18	,	,	PUNCT
ijassa-1252	429	19	v.	v.	PROPN
ijassa-1252	429	20	,	,	PUNCT
ijassa-1252	429	21	et	et	NOUN
ijassa-1252	429	22	.	.	PUNCT
ijassa-1252	430	1	al	al	PROPN
ijassa-1252	430	2	.	.	PROPN
ijassa-1252	430	3	(	(	PUNCT
ijassa-1252	430	4	2020	2020	NUM
ijassa-1252	430	5	)	)	PUNCT
ijassa-1252	430	6	.	.	PUNCT
ijassa-1252	431	1	comparative	comparative	ADJ
ijassa-1252	431	2	analysis	analysis	NOUN
ijassa-1252	431	3	of	of	ADP
ijassa-1252	431	4	multi	multi	ADJ
ijassa-1252	431	5	-	-	ADJ
ijassa-1252	431	6	step	step	ADJ
ijassa-1252	431	7	time	time	NOUN
ijassa-1252	431	8	-	-	PUNCT
ijassa-1252	431	9	series	series	NOUN
ijassa-1252	431	10	forecasting	forecasting	NOUN
ijassa-1252	431	11	for	for	ADP
ijassa-1252	431	12	network	network	NOUN
ijassa-1252	431	13	load	load	NOUN
ijassa-1252	431	14	dataset	dataset	VERB
ijassa-1252	431	15	.	.	PUNCT
ijassa-1252	432	1	proc	proc	PROPN
ijassa-1252	432	2	.	.	PUNCT
ijassa-1252	433	1	of	of	ADP
ijassa-1252	433	2	2020	2020	NUM
ijassa-1252	433	3	11th	11th	ADJ
ijassa-1252	433	4	international	international	ADJ
ijassa-1252	433	5	conference	conference	NOUN
ijassa-1252	433	6	on	on	ADP
ijassa-1252	433	7	computing	computing	NOUN
ijassa-1252	433	8	,	,	PUNCT
ijassa-1252	433	9	communication	communication	NOUN
ijassa-1252	433	10	and	and	CCONJ
ijassa-1252	433	11	networking	networking	NOUN
ijassa-1252	433	12	technologies	technology	NOUN
ijassa-1252	433	13	.	.	PUNCT
ijassa-1252	434	1	https://doi.org/10.1109/icccnt49239.2020.9225449	https://doi.org/10.1109/icccnt49239.2020.9225449	PROPN
ijassa-1252	434	2	.	.	PUNCT
ijassa-1252	435	1	30	30	NUM
ijassa-1252	435	2	.	.	X
ijassa-1252	436	1	sona	sona	PROPN
ijassa-1252	436	2	,	,	PUNCT
ijassa-1252	436	3	p.	p.	PROPN
ijassa-1252	436	4	,	,	PUNCT
ijassa-1252	436	5	johnson	johnson	PROPN
ijassa-1252	436	6	,	,	PUNCT
ijassa-1252	436	7	t.	t.	PROPN
ijassa-1252	436	8	&	&	CCONJ
ijassa-1252	436	9	vijayalakshmi	vijayalakshmi	NOUN
ijassa-1252	436	10	,	,	PUNCT
ijassa-1252	436	11	c.	c.	NOUN
ijassa-1252	436	12	(	(	PUNCT
ijassa-1252	436	13	2018	2018	NUM
ijassa-1252	436	14	)	)	PUNCT
ijassa-1252	436	15	.	.	PUNCT
ijassa-1252	437	1	analysing	analyse	VERB
ijassa-1252	437	2	factors	factor	NOUN
ijassa-1252	437	3	in	in	ADP
ijassa-1252	437	4	production	production	NOUN
ijassa-1252	437	5	management	management	NOUN
ijassa-1252	437	6	using	use	VERB
ijassa-1252	437	7	fuzzy	fuzzy	ADJ
ijassa-1252	437	8	cognitive	cognitive	ADJ
ijassa-1252	437	9	mapping	mapping	NOUN
ijassa-1252	437	10	,	,	PUNCT
ijassa-1252	437	11	international	international	ADJ
ijassa-1252	437	12	journal	journal	NOUN
ijassa-1252	437	13	of	of	ADP
ijassa-1252	437	14	pure	pure	ADJ
ijassa-1252	437	15	and	and	CCONJ
ijassa-1252	437	16	applied	applied	ADJ
ijassa-1252	437	17	mathematics	mathematic	NOUN
ijassa-1252	437	18	,	,	PUNCT
ijassa-1252	437	19	118(23	118(23	NOUN
ijassa-1252	437	20	)	)	PUNCT
ijassa-1252	437	21	,	,	PUNCT
ijassa-1252	437	22	517–524	517–524	NUM
ijassa-1252	437	23	,	,	PUNCT
ijassa-1252	437	24	url	url	NOUN
ijassa-1252	437	25	:	:	PUNCT
ijassa-1252	437	26	https://www.acadpubl.eu/hub/2018-11823/articles/23b/24.pdf	https://www.acadpubl.eu/hub/2018-11823/articles/23b/24.pdf	NOUN
ijassa-1252	437	27	.	.	PUNCT
ijassa-1252	438	1	31	31	NUM
ijassa-1252	438	2	.	.	PUNCT
ijassa-1252	439	1	taieb	taieb	PROPN
ijassa-1252	439	2	,	,	PUNCT
ijassa-1252	439	3	s.	s.	PROPN
ijassa-1252	439	4	,	,	PUNCT
ijassa-1252	439	5	bontempi	bontempi	PROPN
ijassa-1252	439	6	,	,	PUNCT
ijassa-1252	439	7	g.	g.	PROPN
ijassa-1252	439	8	,	,	PUNCT
ijassa-1252	439	9	atiya	atiya	PROPN
ijassa-1252	439	10	,	,	PUNCT
ijassa-1252	439	11	a.	a.	PROPN
ijassa-1252	439	12	&	&	CCONJ
ijassa-1252	439	13	sorjamaab	sorjamaab	PROPN
ijassa-1252	439	14	,	,	PUNCT
ijassa-1252	439	15	a.	a.	NOUN
ijassa-1252	439	16	(	(	PUNCT
ijassa-1252	439	17	2012	2012	NUM
ijassa-1252	439	18	)	)	PUNCT
ijassa-1252	439	19	.	.	PUNCT
ijassa-1252	440	1	a	a	DET
ijassa-1252	440	2	review	review	NOUN
ijassa-1252	440	3	and	and	CCONJ
ijassa-1252	440	4	comparison	comparison	NOUN
ijassa-1252	440	5	of	of	ADP
ijassa-1252	440	6	strategies	strategy	NOUN
ijassa-1252	440	7	for	for	ADP
ijassa-1252	440	8	multi	multi	ADJ
ijassa-1252	440	9	-	-	ADJ
ijassa-1252	440	10	step	step	NOUN
ijassa-1252	440	11	ahead	ahead	ADJ
ijassa-1252	440	12	time	time	NOUN
ijassa-1252	440	13	series	series	PROPN
ijassa-1252	440	14	forecasting	forecasting	NOUN
ijassa-1252	440	15	based	base	VERB
ijassa-1252	440	16	on	on	ADP
ijassa-1252	440	17	the	the	DET
ijassa-1252	440	18	nn5	nn5	PROPN
ijassa-1252	440	19	forecasting	forecasting	NOUN
ijassa-1252	440	20	competition	competition	NOUN
ijassa-1252	440	21	,	,	PUNCT
ijassa-1252	440	22	expert	expert	NOUN
ijassa-1252	440	23	system	system	NOUN
ijassa-1252	440	24	with	with	ADP
ijassa-1252	440	25	applications	application	NOUN
ijassa-1252	440	26	,	,	PUNCT
ijassa-1252	440	27	39(8	39(8	NUM
ijassa-1252	440	28	)	)	PUNCT
ijassa-1252	440	29	,	,	PUNCT
ijassa-1252	440	30	7067–7083	7067–7083	NUM
ijassa-1252	440	31	.	.	PUNCT
ijassa-1252	441	1	https://doi.org/10.1016/j.eswa.2012.01.039	https://doi.org/10.1016/j.eswa.2012.01.039	NOUN
ijassa-1252	441	2	.	.	PUNCT
ijassa-1252	442	1	32	32	NUM
ijassa-1252	442	2	.	.	X
ijassa-1252	442	3	tang	tang	PROPN
ijassa-1252	442	4	,	,	PUNCT
ijassa-1252	442	5	l.	l.	PROPN
ijassa-1252	442	6	,	,	PUNCT
ijassa-1252	442	7	zhang	zhang	PROPN
ijassa-1252	442	8	,	,	PUNCT
ijassa-1252	442	9	c.	c.	PROPN
ijassa-1252	442	10	,	,	PUNCT
ijassa-1252	442	11	li	li	PROPN
ijassa-1252	442	12	,	,	PUNCT
ijassa-1252	442	13	l.	l.	PROPN
ijassa-1252	442	14	&	&	CCONJ
ijassa-1252	442	15	wang	wang	PROPN
ijassa-1252	442	16	,	,	PUNCT
ijassa-1252	442	17	s.	s.	PROPN
ijassa-1252	442	18	(	(	PUNCT
ijassa-1252	442	19	2020	2020	NUM
ijassa-1252	442	20	)	)	PUNCT
ijassa-1252	442	21	.	.	PUNCT
ijassa-1252	443	1	a	a	DET
ijassa-1252	443	2	multi	multi	ADJ
ijassa-1252	443	3	-	-	ADJ
ijassa-1252	443	4	scale	scale	ADJ
ijassa-1252	443	5	method	method	NOUN
ijassa-1252	443	6	for	for	ADP
ijassa-1252	443	7	forecasting	forecast	VERB
ijassa-1252	443	8	oil	oil	NOUN
ijassa-1252	443	9	price	price	NOUN
ijassa-1252	443	10	with	with	ADP
ijassa-1252	443	11	multi	multi	ADJ
ijassa-1252	443	12	-	-	ADJ
ijassa-1252	443	13	factor	factor	NOUN
ijassa-1252	443	14	search	search	NOUN
ijassa-1252	443	15	engine	engine	NOUN
ijassa-1252	443	16	data	datum	NOUN
ijassa-1252	443	17	,	,	PUNCT
ijassa-1252	443	18	applied	apply	VERB
ijassa-1252	443	19	energy	energy	NOUN
ijassa-1252	443	20	,	,	PUNCT
ijassa-1252	443	21	257	257	NUM
ijassa-1252	443	22	,	,	PUNCT
ijassa-1252	443	23	114033	114033	NUM
ijassa-1252	443	24	,	,	PUNCT
ijassa-1252	443	25	https://doi.org/10.1016/j.apenergy.2019.114033	https://doi.org/10.1016/j.apenergy.2019.114033	PROPN
ijassa-1252	443	26	.	.	PUNCT
ijassa-1252	444	1	33	33	NUM
ijassa-1252	444	2	.	.	PUNCT
ijassa-1252	444	3	taylor	taylor	PROPN
ijassa-1252	444	4	,	,	PUNCT
ijassa-1252	444	5	s.	s.	PROPN
ijassa-1252	444	6	j.	j.	PROPN
ijassa-1252	444	7	(	(	PUNCT
ijassa-1252	444	8	1988	1988	NUM
ijassa-1252	444	9	)	)	PUNCT
ijassa-1252	444	10	.	.	PUNCT
ijassa-1252	445	1	forecasting	forecast	VERB
ijassa-1252	445	2	market	market	NOUN
ijassa-1252	445	3	prices	price	NOUN
ijassa-1252	445	4	,	,	PUNCT
ijassa-1252	445	5	international	international	ADJ
ijassa-1252	445	6	journal	journal	NOUN
ijassa-1252	445	7	of	of	ADP
ijassa-1252	445	8	forecasting	forecasting	NOUN
ijassa-1252	445	9	,	,	PUNCT
ijassa-1252	445	10	4(3	4(3	NUM
ijassa-1252	445	11	)	)	PUNCT
ijassa-1252	445	12	,	,	PUNCT
ijassa-1252	445	13	421–426	421–426	NUM
ijassa-1252	445	14	,	,	PUNCT
ijassa-1252	445	15	https://doi.org/10.1016/0169-2070(88)90109-4	https://doi.org/10.1016/0169-2070(88)90109-4	PROPN
ijassa-1252	445	16	.	.	PUNCT
ijassa-1252	446	1	34	34	NUM
ijassa-1252	446	2	.	.	X
ijassa-1252	447	1	zhang	zhang	PROPN
ijassa-1252	447	2	,	,	PUNCT
ijassa-1252	447	3	x.	x.	PROPN
ijassa-1252	447	4	,	,	PUNCT
ijassa-1252	447	5	yu	yu	PROPN
ijassa-1252	447	6	,	,	PUNCT
ijassa-1252	447	7	l.	l.	PROPN
ijassa-1252	447	8	,	,	PUNCT
ijassa-1252	447	9	wang	wang	PROPN
ijassa-1252	447	10	,	,	PUNCT
ijassa-1252	447	11	s	s	PROPN
ijassa-1252	447	12	&	&	CCONJ
ijassa-1252	447	13	lai	lai	PROPN
ijassa-1252	447	14	,	,	PUNCT
ijassa-1252	447	15	k.	k.	PROPN
ijassa-1252	447	16	k.	k.	PROPN
ijassa-1252	447	17	(	(	PUNCT
ijassa-1252	447	18	2009	2009	NUM
ijassa-1252	447	19	)	)	PUNCT
ijassa-1252	447	20	.	.	PUNCT
ijassa-1252	448	1	estimating	estimate	VERB
ijassa-1252	448	2	the	the	DET
ijassa-1252	448	3	impact	impact	NOUN
ijassa-1252	448	4	of	of	ADP
ijassa-1252	448	5	extreme	extreme	ADJ
ijassa-1252	448	6	events	event	NOUN
ijassa-1252	448	7	on	on	ADP
ijassa-1252	448	8	crude	crude	ADJ
ijassa-1252	448	9	oil	oil	NOUN
ijassa-1252	448	10	price	price	NOUN
ijassa-1252	448	11	:	:	PUNCT
ijassa-1252	448	12	an	an	DET
ijassa-1252	448	13	emd	emd	PROPN
ijassa-1252	448	14	-	-	PUNCT
ijassa-1252	448	15	based	base	VERB
ijassa-1252	448	16	event	event	NOUN
ijassa-1252	448	17	analysis	analysis	NOUN
ijassa-1252	448	18	method	method	NOUN
ijassa-1252	448	19	,	,	PUNCT
ijassa-1252	448	20	energy	energy	NOUN
ijassa-1252	448	21	economics	economic	NOUN
ijassa-1252	448	22	,	,	PUNCT
ijassa-1252	448	23	31(5	31(5	NUM
ijassa-1252	448	24	)	)	PUNCT
ijassa-1252	448	25	,	,	PUNCT
ijassa-1252	448	26	768–778	768–778	NUM
ijassa-1252	448	27	,	,	PUNCT
ijassa-1252	448	28	https://doi.org/10.1016/j.eneco.2009.04.003	https://doi.org/10.1016/j.eneco.2009.04.003	ADJ
ijassa-1252	448	29	.	.	PUNCT