id	sid	tid	token	lemma	pos
cet-1029	1	1	chemical	chemical	NOUN
cet-1029	1	2	engineering	engineering	NOUN
cet-1029	1	3	transactions	transaction	NOUN
cet-1029	1	4	vol	vol	NOUN
cet-1029	1	5	.	.	PROPN
cet-1029	2	1	62	62	NUM
cet-1029	2	2	,	,	PUNCT
cet-1029	2	3	2017	2017	NUM
cet-1029	2	4	a	a	DET
cet-1029	2	5	publication	publication	NOUN
cet-1029	2	6	of	of	ADP
cet-1029	2	7	the	the	DET
cet-1029	2	8	italian	italian	ADJ
cet-1029	2	9	association	association	NOUN
cet-1029	2	10	of	of	ADP
cet-1029	2	11	chemical	chemical	PROPN
cet-1029	2	12	engineering	engineering	NOUN
cet-1029	2	13	online	online	ADV
cet-1029	2	14	at	at	ADP
cet-1029	2	15	www.aidic.it/cet	www.aidic.it/cet	PROPN
cet-1029	2	16	guest	guest	PROPN
cet-1029	2	17	editors	editor	NOUN
cet-1029	2	18	:	:	PUNCT
cet-1029	2	19	fei	fei	PROPN
cet-1029	2	20	song	song	PROPN
cet-1029	2	21	,	,	PUNCT
cet-1029	2	22	haibo	haibo	PROPN
cet-1029	2	23	wang	wang	PROPN
cet-1029	2	24	,	,	PUNCT
cet-1029	2	25	fang	fang	PROPN
cet-1029	2	26	he	he	PRON
cet-1029	2	27	copyright	copyright	NOUN
cet-1029	2	28	©	©	PROPN
cet-1029	2	29	2017	2017	NUM
cet-1029	2	30	,	,	PUNCT
cet-1029	2	31	aidic	aidic	ADJ
cet-1029	2	32	servizi	servizi	PROPN
cet-1029	2	33	s.r.l	s.r.l	PROPN
cet-1029	2	34	.	.	PUNCT
cet-1029	3	1	isbn	isbn	ADJ
cet-1029	3	2	978	978	NUM
cet-1029	3	3	-	-	SYM
cet-1029	3	4	88	88	NUM
cet-1029	3	5	-	-	PUNCT
cet-1029	3	6	9560860	9560860	NUM
cet-1029	3	7	-	-	SYM
cet-1029	3	8	0	0	NUM
cet-1029	3	9	;	;	PUNCT
cet-1029	3	10	issn	issn	PROPN
cet-1029	3	11	2283	2283	NUM
cet-1029	3	12	-	-	SYM
cet-1029	3	13	9216	9216	NUM
cet-1029	3	14	research	research	NOUN
cet-1029	3	15	on	on	ADP
cet-1029	3	16	risk	risk	NOUN
cet-1029	3	17	early	early	ADJ
cet-1029	3	18	warning	warning	NOUN
cet-1029	3	19	of	of	ADP
cet-1029	3	20	the	the	DET
cet-1029	3	21	chemical	chemical	NOUN
cet-1029	3	22	supply	supply	NOUN
cet-1029	3	23	chain	chain	NOUN
cet-1029	3	24	based	base	VERB
cet-1029	3	25	on	on	ADP
cet-1029	3	26	improved	improved	ADJ
cet-1029	3	27	pso	pso	NOUN
cet-1029	3	28	algorithm	algorithm	NOUN
cet-1029	3	29	xuqi	xuqi	PROPN
cet-1029	4	1	zhang	zhang	PROPN
cet-1029	4	2	xi’an	xi’an	PROPN
cet-1029	4	3	international	international	PROPN
cet-1029	4	4	university	university	PROPN
cet-1029	4	5	,	,	PUNCT
cet-1029	4	6	xi’an	xi’an	PROPN
cet-1029	4	7	710077	710077	NUM
cet-1029	4	8	,	,	PUNCT
cet-1029	4	9	china	china	PROPN
cet-1029	4	10	1020640555@qq.com	1020640555@qq.com	NUM
cet-1029	4	11	due	due	ADP
cet-1029	4	12	to	to	ADP
cet-1029	4	13	the	the	DET
cet-1029	4	14	particularity	particularity	NOUN
cet-1029	4	15	of	of	ADP
cet-1029	4	16	chemicals	chemical	NOUN
cet-1029	4	17	,	,	PUNCT
cet-1029	4	18	chemicals	chemical	NOUN
cet-1029	4	19	are	be	AUX
cet-1029	4	20	prone	prone	ADJ
cet-1029	4	21	to	to	ADP
cet-1029	4	22	accidents	accident	NOUN
cet-1029	4	23	during	during	ADP
cet-1029	4	24	the	the	DET
cet-1029	4	25	operation	operation	NOUN
cet-1029	4	26	of	of	ADP
cet-1029	4	27	the	the	DET
cet-1029	4	28	supply	supply	NOUN
cet-1029	4	29	chain	chain	NOUN
cet-1029	4	30	.	.	PUNCT
cet-1029	5	1	the	the	DET
cet-1029	5	2	chemical	chemical	ADJ
cet-1029	5	3	accidents	accident	NOUN
cet-1029	5	4	cause	cause	VERB
cet-1029	5	5	great	great	ADJ
cet-1029	5	6	harm	harm	NOUN
cet-1029	5	7	to	to	ADP
cet-1029	5	8	people	people	NOUN
cet-1029	5	9	's	's	PART
cet-1029	5	10	lives	life	NOUN
cet-1029	5	11	,	,	PUNCT
cet-1029	5	12	property	property	NOUN
cet-1029	5	13	and	and	CCONJ
cet-1029	5	14	surrounding	surround	VERB
cet-1029	5	15	environment	environment	NOUN
cet-1029	5	16	.	.	PUNCT
cet-1029	6	1	in	in	ADP
cet-1029	6	2	the	the	DET
cet-1029	6	3	daily	daily	ADJ
cet-1029	6	4	operation	operation	NOUN
cet-1029	6	5	process	process	NOUN
cet-1029	6	6	,	,	PUNCT
cet-1029	6	7	the	the	DET
cet-1029	6	8	chemical	chemical	NOUN
cet-1029	6	9	enterprises	enterprise	NOUN
cet-1029	6	10	not	not	PART
cet-1029	6	11	only	only	ADV
cet-1029	6	12	consider	consider	VERB
cet-1029	6	13	the	the	DET
cet-1029	6	14	safety	safety	NOUN
cet-1029	6	15	factors	factor	NOUN
cet-1029	6	16	,	,	PUNCT
cet-1029	6	17	but	but	CCONJ
cet-1029	6	18	also	also	ADV
cet-1029	6	19	think	think	VERB
cet-1029	6	20	over	over	ADP
cet-1029	6	21	the	the	DET
cet-1029	6	22	effective	effective	ADJ
cet-1029	6	23	operation	operation	NOUN
cet-1029	6	24	.	.	PUNCT
cet-1029	7	1	there	there	PRON
cet-1029	7	2	are	be	VERB
cet-1029	7	3	many	many	ADJ
cet-1029	7	4	uncertainties	uncertainty	NOUN
cet-1029	7	5	in	in	ADP
cet-1029	7	6	the	the	DET
cet-1029	7	7	chemical	chemical	NOUN
cet-1029	7	8	supply	supply	NOUN
cet-1029	7	9	chain	chain	NOUN
cet-1029	7	10	,	,	PUNCT
cet-1029	7	11	which	which	PRON
cet-1029	7	12	will	will	AUX
cet-1029	7	13	bring	bring	VERB
cet-1029	7	14	potential	potential	ADJ
cet-1029	7	15	risks	risk	NOUN
cet-1029	7	16	to	to	ADP
cet-1029	7	17	the	the	DET
cet-1029	7	18	safe	safe	ADJ
cet-1029	7	19	and	and	CCONJ
cet-1029	7	20	effective	effective	ADJ
cet-1029	7	21	operation	operation	NOUN
cet-1029	7	22	of	of	ADP
cet-1029	7	23	the	the	DET
cet-1029	7	24	chemical	chemical	NOUN
cet-1029	7	25	supply	supply	NOUN
cet-1029	7	26	chain	chain	NOUN
cet-1029	7	27	.	.	PUNCT
cet-1029	8	1	these	these	DET
cet-1029	8	2	risks	risk	NOUN
cet-1029	8	3	are	be	AUX
cet-1029	8	4	transitive	transitive	ADJ
cet-1029	8	5	.	.	PUNCT
cet-1029	9	1	once	once	ADV
cet-1029	9	2	the	the	DET
cet-1029	9	3	risk	risk	NOUN
cet-1029	9	4	occurs	occur	VERB
cet-1029	9	5	in	in	ADP
cet-1029	9	6	one	one	NUM
cet-1029	9	7	link	link	NOUN
cet-1029	9	8	of	of	ADP
cet-1029	9	9	the	the	DET
cet-1029	9	10	supply	supply	NOUN
cet-1029	9	11	chain	chain	NOUN
cet-1029	9	12	,	,	PUNCT
cet-1029	9	13	the	the	DET
cet-1029	9	14	risk	risk	NOUN
cet-1029	9	15	will	will	AUX
cet-1029	9	16	spread	spread	VERB
cet-1029	9	17	to	to	ADP
cet-1029	9	18	the	the	DET
cet-1029	9	19	entire	entire	ADJ
cet-1029	9	20	supply	supply	NOUN
cet-1029	9	21	chain	chain	NOUN
cet-1029	9	22	and	and	CCONJ
cet-1029	9	23	bring	bring	VERB
cet-1029	9	24	great	great	ADJ
cet-1029	9	25	losses	loss	NOUN
cet-1029	9	26	to	to	ADP
cet-1029	9	27	the	the	DET
cet-1029	9	28	whole	whole	ADJ
cet-1029	9	29	supply	supply	NOUN
cet-1029	9	30	chain	chain	NOUN
cet-1029	9	31	.	.	PUNCT
cet-1029	10	1	in	in	ADP
cet-1029	10	2	this	this	DET
cet-1029	10	3	paper	paper	NOUN
cet-1029	10	4	,	,	PUNCT
cet-1029	10	5	we	we	PRON
cet-1029	10	6	research	research	VERB
cet-1029	10	7	the	the	DET
cet-1029	10	8	risk	risk	NOUN
cet-1029	10	9	early	early	ADJ
cet-1029	10	10	warning	warning	NOUN
cet-1029	10	11	of	of	ADP
cet-1029	10	12	chemical	chemical	NOUN
cet-1029	10	13	supply	supply	NOUN
cet-1029	10	14	chain	chain	NOUN
cet-1029	10	15	.	.	PUNCT
cet-1029	11	1	we	we	PRON
cet-1029	11	2	propose	propose	VERB
cet-1029	11	3	the	the	DET
cet-1029	11	4	new	new	ADJ
cet-1029	11	5	algorithm	algorithm	NOUN
cet-1029	11	6	and	and	CCONJ
cet-1029	11	7	establish	establish	VERB
cet-1029	11	8	the	the	DET
cet-1029	11	9	warning	warning	NOUN
cet-1029	11	10	indicators	indicator	NOUN
cet-1029	11	11	.	.	PUNCT
cet-1029	12	1	the	the	DET
cet-1029	12	2	experiments	experiment	NOUN
cet-1029	12	3	verify	verify	VERB
cet-1029	12	4	the	the	DET
cet-1029	12	5	effectiveness	effectiveness	NOUN
cet-1029	12	6	and	and	CCONJ
cet-1029	12	7	accuracy	accuracy	NOUN
cet-1029	12	8	of	of	ADP
cet-1029	12	9	the	the	DET
cet-1029	12	10	proposed	propose	VERB
cet-1029	12	11	model	model	NOUN
cet-1029	12	12	.	.	PUNCT
cet-1029	13	1	1	1	X
cet-1029	13	2	.	.	X
cet-1029	13	3	introduction	introduction	NOUN
cet-1029	13	4	the	the	DET
cet-1029	13	5	chemicals	chemical	NOUN
cet-1029	13	6	are	be	AUX
cet-1029	13	7	different	different	ADJ
cet-1029	13	8	from	from	ADP
cet-1029	13	9	other	other	ADJ
cet-1029	13	10	commodities	commodity	NOUN
cet-1029	13	11	and	and	CCONJ
cet-1029	13	12	have	have	VERB
cet-1029	13	13	high	high	ADJ
cet-1029	13	14	risk	risk	NOUN
cet-1029	13	15	characteristics	characteristic	NOUN
cet-1029	13	16	.	.	PUNCT
cet-1029	14	1	some	some	DET
cet-1029	14	2	unsafe	unsafe	ADJ
cet-1029	14	3	factors	factor	NOUN
cet-1029	14	4	often	often	ADV
cet-1029	14	5	lead	lead	VERB
cet-1029	14	6	to	to	ADP
cet-1029	14	7	chemical	chemical	ADJ
cet-1029	14	8	accidents	accident	NOUN
cet-1029	14	9	which	which	PRON
cet-1029	14	10	bring	bring	VERB
cet-1029	14	11	serious	serious	ADJ
cet-1029	14	12	consequences	consequence	NOUN
cet-1029	14	13	.	.	PUNCT
cet-1029	15	1	the	the	DET
cet-1029	15	2	operation	operation	NOUN
cet-1029	15	3	of	of	ADP
cet-1029	15	4	the	the	DET
cet-1029	15	5	chemical	chemical	NOUN
cet-1029	15	6	companies	company	NOUN
cet-1029	15	7	is	be	AUX
cet-1029	15	8	in	in	ADP
cet-1029	15	9	the	the	DET
cet-1029	15	10	chemical	chemical	NOUN
cet-1029	15	11	supply	supply	NOUN
cet-1029	15	12	chain	chain	NOUN
cet-1029	15	13	.	.	PUNCT
cet-1029	16	1	the	the	DET
cet-1029	16	2	risk	risk	NOUN
cet-1029	16	3	of	of	ADP
cet-1029	16	4	chemical	chemical	NOUN
cet-1029	16	5	supply	supply	NOUN
cet-1029	16	6	chain	chain	NOUN
cet-1029	16	7	has	have	AUX
cet-1029	16	8	always	always	ADV
cet-1029	16	9	been	be	AUX
cet-1029	16	10	lurking	lurk	VERB
cet-1029	16	11	in	in	ADP
cet-1029	16	12	the	the	DET
cet-1029	16	13	supply	supply	NOUN
cet-1029	16	14	chain	chain	NOUN
cet-1029	16	15	of	of	ADP
cet-1029	16	16	chemical	chemical	PROPN
cet-1029	16	17	.	.	PUNCT
cet-1029	17	1	the	the	DET
cet-1029	17	2	instability	instability	NOUN
cet-1029	17	3	in	in	ADP
cet-1029	17	4	the	the	DET
cet-1029	17	5	chemical	chemical	NOUN
cet-1029	17	6	supply	supply	NOUN
cet-1029	17	7	chain	chain	NOUN
cet-1029	17	8	will	will	AUX
cet-1029	17	9	increase	increase	VERB
cet-1029	17	10	the	the	DET
cet-1029	17	11	risk	risk	NOUN
cet-1029	17	12	of	of	ADP
cet-1029	17	13	accidents	accident	NOUN
cet-1029	17	14	such	such	ADJ
cet-1029	17	15	as	as	ADP
cet-1029	17	16	the	the	DET
cet-1029	17	17	accumulation	accumulation	NOUN
cet-1029	17	18	of	of	ADP
cet-1029	17	19	inventory	inventory	NOUN
cet-1029	17	20	,	,	PUNCT
cet-1029	17	21	transportation	transportation	NOUN
cet-1029	17	22	unreasonable	unreasonable	ADJ
cet-1029	17	23	etc	etc	X
cet-1029	17	24	.	.	X
cet-1029	18	1	it	it	PRON
cet-1029	18	2	is	be	AUX
cet-1029	18	3	a	a	DET
cet-1029	18	4	very	very	ADV
cet-1029	18	5	important	important	ADJ
cet-1029	18	6	and	and	CCONJ
cet-1029	18	7	meaningful	meaningful	ADJ
cet-1029	18	8	subject	subject	NOUN
cet-1029	18	9	to	to	PART
cet-1029	18	10	organize	organize	VERB
cet-1029	18	11	and	and	CCONJ
cet-1029	18	12	plan	plan	VERB
cet-1029	18	13	the	the	DET
cet-1029	18	14	early	early	ADJ
cet-1029	18	15	warning	warning	NOUN
cet-1029	18	16	and	and	CCONJ
cet-1029	18	17	to	to	PART
cet-1029	18	18	prevent	prevent	VERB
cet-1029	18	19	and	and	CCONJ
cet-1029	18	20	improve	improve	VERB
cet-1029	18	21	the	the	DET
cet-1029	18	22	unsafe	unsafe	ADJ
cet-1029	18	23	factors	factor	NOUN
cet-1029	18	24	.	.	PUNCT
cet-1029	19	1	supply	supply	NOUN
cet-1029	19	2	chain	chain	NOUN
cet-1029	19	3	risk	risk	NOUN
cet-1029	19	4	management	management	NOUN
cet-1029	19	5	is	be	AUX
cet-1029	19	6	important	important	ADJ
cet-1029	19	7	to	to	ADP
cet-1029	19	8	the	the	DET
cet-1029	19	9	operation	operation	NOUN
cet-1029	19	10	of	of	ADP
cet-1029	19	11	the	the	DET
cet-1029	19	12	company	company	NOUN
cet-1029	19	13	.	.	PUNCT
cet-1029	20	1	facing	face	VERB
cet-1029	20	2	on	on	ADP
cet-1029	20	3	the	the	DET
cet-1029	20	4	supply	supply	NOUN
cet-1029	20	5	chain	chain	NOUN
cet-1029	20	6	risk	risk	NOUN
cet-1029	20	7	,	,	PUNCT
cet-1029	20	8	supply	supply	NOUN
cet-1029	20	9	chain	chain	NOUN
cet-1029	20	10	management	management	NOUN
cet-1029	20	11	needs	need	VERB
cet-1029	20	12	specific	specific	ADJ
cet-1029	20	13	and	and	CCONJ
cet-1029	20	14	adequate	adequate	ADJ
cet-1029	20	15	measures	measure	NOUN
cet-1029	20	16	,	,	PUNCT
cet-1029	20	17	such	such	ADJ
cet-1029	20	18	as	as	ADP
cet-1029	20	19	technology	technology	NOUN
cet-1029	20	20	,	,	PUNCT
cet-1029	20	21	attitude	attitude	NOUN
cet-1029	20	22	and	and	CCONJ
cet-1029	20	23	strategy	strategy	NOUN
cet-1029	20	24	of	of	ADP
cet-1029	20	25	risk	risk	NOUN
cet-1029	20	26	management	management	NOUN
cet-1029	20	27	.	.	PUNCT
cet-1029	21	1	in	in	ADP
cet-1029	21	2	the	the	DET
cet-1029	21	3	daily	daily	ADJ
cet-1029	21	4	operation	operation	NOUN
cet-1029	21	5	of	of	ADP
cet-1029	21	6	the	the	DET
cet-1029	21	7	company	company	NOUN
cet-1029	21	8	,	,	PUNCT
cet-1029	21	9	supply	supply	NOUN
cet-1029	21	10	chain	chain	NOUN
cet-1029	21	11	risk	risk	NOUN
cet-1029	21	12	management	management	NOUN
cet-1029	21	13	is	be	AUX
cet-1029	21	14	an	an	DET
cet-1029	21	15	essential	essential	ADJ
cet-1029	21	16	function	function	NOUN
cet-1029	21	17	.	.	PUNCT
cet-1029	22	1	the	the	DET
cet-1029	22	2	basis	basis	NOUN
cet-1029	22	3	of	of	ADP
cet-1029	22	4	the	the	DET
cet-1029	22	5	effective	effective	ADJ
cet-1029	22	6	supply	supply	NOUN
cet-1029	22	7	chain	chain	NOUN
cet-1029	22	8	risk	risk	NOUN
cet-1029	22	9	management	management	NOUN
cet-1029	22	10	is	be	AUX
cet-1029	22	11	cooperation	cooperation	NOUN
cet-1029	22	12	(	(	PUNCT
cet-1029	22	13	lavastre	lavastre	PROPN
cet-1029	22	14	et	et	PROPN
cet-1029	22	15	al	al	PROPN
cet-1029	22	16	.	.	PROPN
cet-1029	22	17	,	,	PUNCT
cet-1029	22	18	2012	2012	NUM
cet-1029	22	19	)	)	PUNCT
cet-1029	22	20	.	.	PUNCT
cet-1029	23	1	due	due	ADP
cet-1029	23	2	to	to	ADP
cet-1029	23	3	the	the	DET
cet-1029	23	4	change	change	NOUN
cet-1029	23	5	of	of	ADP
cet-1029	23	6	quantity	quantity	NOUN
cet-1029	23	7	and	and	CCONJ
cet-1029	23	8	quality	quality	NOUN
cet-1029	23	9	of	of	ADP
cet-1029	23	10	products	product	NOUN
cet-1029	23	11	,	,	PUNCT
cet-1029	23	12	the	the	DET
cet-1029	23	13	supply	supply	NOUN
cet-1029	23	14	chain	chain	NOUN
cet-1029	23	15	has	have	VERB
cet-1029	23	16	deviation	deviation	NOUN
cet-1029	23	17	inevitably	inevitably	ADV
cet-1029	23	18	(	(	PUNCT
cet-1029	23	19	wang	wang	PROPN
cet-1029	23	20	and	and	CCONJ
cet-1029	23	21	yue	yue	PROPN
cet-1029	23	22	,	,	PUNCT
cet-1029	23	23	2017	2017	NUM
cet-1029	23	24	)	)	PUNCT
cet-1029	23	25	.	.	PUNCT
cet-1029	24	1	in	in	ADP
cet-1029	24	2	order	order	NOUN
cet-1029	24	3	to	to	PART
cet-1029	24	4	reduce	reduce	VERB
cet-1029	24	5	the	the	DET
cet-1029	24	6	loss	loss	NOUN
cet-1029	24	7	,	,	PUNCT
cet-1029	24	8	people	people	NOUN
cet-1029	24	9	always	always	ADV
cet-1029	24	10	want	want	VERB
cet-1029	24	11	to	to	PART
cet-1029	24	12	find	find	VERB
cet-1029	24	13	and	and	CCONJ
cet-1029	24	14	understand	understand	VERB
cet-1029	24	15	the	the	DET
cet-1029	24	16	deviation	deviation	NOUN
cet-1029	24	17	before	before	SCONJ
cet-1029	24	18	the	the	DET
cet-1029	24	19	risk	risk	NOUN
cet-1029	24	20	occurs	occur	VERB
cet-1029	24	21	.	.	PUNCT
cet-1029	25	1	data	datum	NOUN
cet-1029	25	2	mining	mining	NOUN
cet-1029	25	3	is	be	AUX
cet-1029	25	4	an	an	DET
cet-1029	25	5	ideal	ideal	ADJ
cet-1029	25	6	method	method	NOUN
cet-1029	25	7	for	for	ADP
cet-1029	25	8	analysing	analyse	VERB
cet-1029	25	9	data	datum	NOUN
cet-1029	25	10	sources	source	NOUN
cet-1029	25	11	and	and	CCONJ
cet-1029	25	12	extracting	extract	VERB
cet-1029	25	13	useful	useful	ADJ
cet-1029	25	14	information	information	NOUN
cet-1029	25	15	.	.	PUNCT
cet-1029	26	1	we	we	PRON
cet-1029	26	2	can	can	AUX
cet-1029	26	3	establish	establish	VERB
cet-1029	26	4	a	a	DET
cet-1029	26	5	supply	supply	NOUN
cet-1029	26	6	chain	chain	NOUN
cet-1029	26	7	risk	risk	NOUN
cet-1029	26	8	early	early	ADJ
cet-1029	26	9	warning	warning	NOUN
cet-1029	26	10	framework	framework	NOUN
cet-1029	26	11	(	(	PUNCT
cet-1029	26	12	li	li	PROPN
cet-1029	26	13	et	et	PROPN
cet-1029	26	14	al	al	PROPN
cet-1029	26	15	.	.	PROPN
cet-1029	26	16	,	,	PUNCT
cet-1029	26	17	2010	2010	NUM
cet-1029	26	18	)	)	PUNCT
cet-1029	26	19	.	.	PUNCT
cet-1029	27	1	they	they	PRON
cet-1029	27	2	can	can	AUX
cet-1029	27	3	improve	improve	VERB
cet-1029	27	4	financial	financial	ADJ
cet-1029	27	5	performance	performance	NOUN
cet-1029	27	6	and	and	CCONJ
cet-1029	27	7	strengthen	strengthen	VERB
cet-1029	27	8	trust	trust	NOUN
cet-1029	27	9	between	between	ADP
cet-1029	27	10	suppliers	supplier	NOUN
cet-1029	27	11	.	.	PUNCT
cet-1029	28	1	the	the	DET
cet-1029	28	2	effectiveness	effectiveness	NOUN
cet-1029	28	3	of	of	ADP
cet-1029	28	4	the	the	DET
cet-1029	28	5	risk	risk	NOUN
cet-1029	28	6	of	of	ADP
cet-1029	28	7	information	information	NOUN
cet-1029	28	8	sharing	sharing	NOUN
cet-1029	28	9	is	be	AUX
cet-1029	28	10	determined	determine	VERB
cet-1029	28	11	by	by	ADP
cet-1029	28	12	the	the	DET
cet-1029	28	13	trust	trust	NOUN
cet-1029	28	14	of	of	ADP
cet-1029	28	15	the	the	DET
cet-1029	28	16	suppliers	supplier	NOUN
cet-1029	28	17	and	and	CCONJ
cet-1029	28	18	the	the	DET
cet-1029	28	19	relationship	relationship	NOUN
cet-1029	28	20	length	length	NOUN
cet-1029	28	21	.	.	PUNCT
cet-1029	29	1	the	the	DET
cet-1029	29	2	effectiveness	effectiveness	NOUN
cet-1029	29	3	of	of	ADP
cet-1029	29	4	the	the	DET
cet-1029	29	5	risk	risk	NOUN
cet-1029	29	6	sharing	sharing	NOUN
cet-1029	29	7	mechanism	mechanism	NOUN
cet-1029	29	8	is	be	AUX
cet-1029	29	9	determined	determine	VERB
cet-1029	29	10	by	by	ADP
cet-1029	29	11	the	the	DET
cet-1029	29	12	information	information	NOUN
cet-1029	29	13	sharing	share	VERB
cet-1029	29	14	among	among	ADP
cet-1029	29	15	supply	supply	NOUN
cet-1029	29	16	chain	chain	NOUN
cet-1029	29	17	risk	risk	NOUN
cet-1029	29	18	management	management	NOUN
cet-1029	29	19	(	(	PUNCT
cet-1029	29	20	li	li	PROPN
cet-1029	29	21	et	et	PROPN
cet-1029	29	22	al	al	PROPN
cet-1029	29	23	.	.	PROPN
cet-1029	29	24	,	,	PUNCT
cet-1029	29	25	2015	2015	NUM
cet-1029	29	26	)	)	PUNCT
cet-1029	29	27	.	.	PUNCT
cet-1029	30	1	the	the	DET
cet-1029	30	2	cultural	cultural	ADJ
cet-1029	30	3	diffusion	diffusion	NOUN
cet-1029	30	4	of	of	ADP
cet-1029	30	5	the	the	DET
cet-1029	30	6	supply	supply	NOUN
cet-1029	30	7	chain	chain	NOUN
cet-1029	30	8	management	management	NOUN
cet-1029	30	9	and	and	CCONJ
cet-1029	30	10	the	the	DET
cet-1029	30	11	support	support	NOUN
cet-1029	30	12	of	of	ADP
cet-1029	30	13	the	the	DET
cet-1029	30	14	management	management	NOUN
cet-1029	30	15	team	team	NOUN
cet-1029	30	16	have	have	VERB
cet-1029	30	17	a	a	DET
cet-1029	30	18	positive	positive	ADJ
cet-1029	30	19	impact	impact	NOUN
cet-1029	30	20	.	.	PUNCT
cet-1029	31	1	risk	risk	NOUN
cet-1029	31	2	sharing	sharing	NOUN
cet-1029	31	3	mechanism	mechanism	NOUN
cet-1029	31	4	has	have	VERB
cet-1029	31	5	a	a	DET
cet-1029	31	6	positive	positive	ADJ
cet-1029	31	7	impact	impact	NOUN
cet-1029	31	8	on	on	ADP
cet-1029	31	9	business	business	NOUN
cet-1029	31	10	performance	performance	NOUN
cet-1029	31	11	(	(	PUNCT
cet-1029	31	12	fan	fan	NOUN
cet-1029	31	13	et	et	PROPN
cet-1029	31	14	al	al	PROPN
cet-1029	31	15	.	.	PROPN
cet-1029	31	16	,	,	PUNCT
cet-1029	31	17	2017	2017	NUM
cet-1029	31	18	)	)	PUNCT
cet-1029	31	19	.	.	PUNCT
cet-1029	32	1	some	some	DET
cet-1029	32	2	scholars	scholar	NOUN
cet-1029	32	3	put	put	VERB
cet-1029	32	4	forward	forward	ADV
cet-1029	32	5	a	a	DET
cet-1029	32	6	food	food	NOUN
cet-1029	32	7	safety	safety	NOUN
cet-1029	32	8	early	early	ADJ
cet-1029	32	9	warning	warning	NOUN
cet-1029	32	10	system	system	NOUN
cet-1029	32	11	.	.	PUNCT
cet-1029	33	1	the	the	DET
cet-1029	33	2	origin	origin	NOUN
cet-1029	33	3	of	of	ADP
cet-1029	33	4	pso	pso	NOUN
cet-1029	33	5	algorithm	algorithm	NOUN
cet-1029	33	6	is	be	AUX
cet-1029	33	7	an	an	DET
cet-1029	33	8	additional	additional	ADJ
cet-1029	33	9	intelligent	intelligent	ADJ
cet-1029	33	10	optimization	optimization	NOUN
cet-1029	33	11	algorithm	algorithm	NOUN
cet-1029	33	12	(	(	PUNCT
cet-1029	33	13	pandit	pandit	PROPN
cet-1029	33	14	et	et	PROPN
cet-1029	33	15	al	al	PROPN
cet-1029	33	16	.	.	PROPN
cet-1029	33	17	,	,	PUNCT
cet-1029	33	18	2015	2015	NUM
cet-1029	33	19	)	)	PUNCT
cet-1029	33	20	that	that	PRON
cet-1029	33	21	came	come	VERB
cet-1029	33	22	from	from	ADP
cet-1029	33	23	human	human	ADJ
cet-1029	33	24	intelligence	intelligence	NOUN
cet-1029	33	25	and	and	CCONJ
cet-1029	33	26	swarm	swarm	NOUN
cet-1029	33	27	intelligence	intelligence	NOUN
cet-1029	33	28	.	.	PUNCT
cet-1029	34	1	pso	pso	NOUN
cet-1029	34	2	is	be	AUX
cet-1029	34	3	a	a	DET
cet-1029	34	4	new	new	ADJ
cet-1029	34	5	evolutionary	evolutionary	ADJ
cet-1029	34	6	computation	computation	NOUN
cet-1029	34	7	method	method	NOUN
cet-1029	34	8	for	for	ADP
cet-1029	34	9	simulating	simulate	VERB
cet-1029	34	10	foraging	forage	VERB
cet-1029	34	11	behaviour	behaviour	NOUN
cet-1029	34	12	of	of	ADP
cet-1029	34	13	birds	bird	NOUN
cet-1029	34	14	(	(	PUNCT
cet-1029	34	15	binyamin	binyamin	PROPN
cet-1029	34	16	et	et	PROPN
cet-1029	34	17	al	al	PROPN
cet-1029	34	18	.	.	PROPN
cet-1029	34	19	,	,	PUNCT
cet-1029	34	20	2017	2017	NUM
cet-1029	34	21	)	)	PUNCT
cet-1029	34	22	.	.	PUNCT
cet-1029	35	1	the	the	DET
cet-1029	35	2	new	new	ADJ
cet-1029	35	3	particle	particle	NOUN
cet-1029	35	4	swarm	swarm	NOUN
cet-1029	35	5	algorithm	algorithm	NOUN
cet-1029	35	6	has	have	AUX
cet-1029	35	7	aroused	arouse	VERB
cet-1029	35	8	worldwide	worldwide	ADJ
cet-1029	35	9	scholars	scholar	NOUN
cet-1029	35	10	’	'	PUNCT
cet-1029	35	11	attention	attention	NOUN
cet-1029	35	12	.	.	PUNCT
cet-1029	36	1	the	the	DET
cet-1029	36	2	universities	university	NOUN
cet-1029	36	3	focus	focus	VERB
cet-1029	36	4	on	on	ADP
cet-1029	36	5	the	the	DET
cet-1029	36	6	algorithm	algorithm	NOUN
cet-1029	36	7	.	.	PUNCT
cet-1029	37	1	after	after	ADP
cet-1029	37	2	that	that	PRON
cet-1029	37	3	,	,	PUNCT
cet-1029	37	4	the	the	DET
cet-1029	37	5	algorithm	algorithm	NOUN
cet-1029	37	6	is	be	AUX
cet-1029	37	7	widely	widely	ADV
cet-1029	37	8	used	use	VERB
cet-1029	37	9	in	in	ADP
cet-1029	37	10	subsequent	subsequent	ADJ
cet-1029	37	11	studies	study	NOUN
cet-1029	37	12	(	(	PUNCT
cet-1029	37	13	liu	liu	PROPN
cet-1029	37	14	and	and	CCONJ
cet-1029	37	15	liu	liu	PROPN
cet-1029	37	16	,	,	PUNCT
cet-1029	37	17	2017	2017	NUM
cet-1029	37	18	)	)	PUNCT
cet-1029	37	19	.	.	PUNCT
cet-1029	38	1	ann	ann	PROPN
cet-1029	38	2	is	be	AUX
cet-1029	38	3	one	one	NUM
cet-1029	38	4	of	of	ADP
cet-1029	38	5	the	the	DET
cet-1029	38	6	most	most	ADV
cet-1029	38	7	active	active	ADJ
cet-1029	38	8	frontier	frontier	NOUN
cet-1029	38	9	research	research	NOUN
cet-1029	38	10	fields	field	NOUN
cet-1029	38	11	in	in	ADP
cet-1029	38	12	the	the	DET
cet-1029	38	13	world	world	NOUN
cet-1029	38	14	(	(	PUNCT
cet-1029	38	15	garima	garima	PROPN
cet-1029	38	16	et	et	PROPN
cet-1029	38	17	al	al	PROPN
cet-1029	38	18	.	.	PROPN
cet-1029	38	19	,	,	PUNCT
cet-1029	38	20	2017	2017	NUM
cet-1029	38	21	)	)	PUNCT
cet-1029	38	22	.	.	PUNCT
cet-1029	39	1	different	different	ADJ
cet-1029	39	2	neural	neural	ADJ
cet-1029	39	3	networks	network	NOUN
cet-1029	39	4	are	be	AUX
cet-1029	39	5	formed	form	VERB
cet-1029	39	6	in	in	ADP
cet-1029	39	7	artificial	artificial	ADJ
cet-1029	39	8	neural	neural	ADJ
cet-1029	39	9	networks	network	NOUN
cet-1029	39	10	from	from	ADP
cet-1029	39	11	the	the	DET
cet-1029	39	12	different	different	ADJ
cet-1029	39	13	artificial	artificial	ADJ
cet-1029	39	14	neural	neural	ADJ
cet-1029	39	15	network	network	NOUN
cet-1029	39	16	models	model	NOUN
cet-1029	39	17	.	.	PUNCT
cet-1029	40	1	the	the	DET
cet-1029	40	2	bp	bp	PROPN
cet-1029	40	3	neural	neural	PROPN
cet-1029	40	4	network	network	NOUN
cet-1029	40	5	is	be	AUX
cet-1029	40	6	mainly	mainly	ADV
cet-1029	40	7	divided	divide	VERB
cet-1029	40	8	into	into	ADP
cet-1029	40	9	two	two	NUM
cet-1029	40	10	steps	step	NOUN
cet-1029	40	11	(	(	PUNCT
cet-1029	40	12	esther	esther	NOUN
cet-1029	40	13	et	et	PROPN
cet-1029	40	14	al	al	PROPN
cet-1029	40	15	.	.	PROPN
cet-1029	40	16	,	,	PUNCT
cet-1029	40	17	2016	2016	NUM
cet-1029	40	18	)	)	PUNCT
cet-1029	40	19	.	.	PUNCT
cet-1029	41	1	the	the	DET
cet-1029	41	2	first	first	ADJ
cet-1029	41	3	is	be	AUX
cet-1029	41	4	to	to	PART
cet-1029	41	5	train	train	VERB
cet-1029	41	6	the	the	DET
cet-1029	41	7	network	network	NOUN
cet-1029	41	8	and	and	CCONJ
cet-1029	41	9	the	the	DET
cet-1029	41	10	doi	doi	NOUN
cet-1029	41	11	:	:	PUNCT
cet-1029	41	12	10.3303	10.3303	NUM
cet-1029	41	13	/	/	SYM
cet-1029	41	14	cet1762231	cet1762231	NOUN
cet-1029	41	15	please	please	INTJ
cet-1029	41	16	cite	cite	VERB
cet-1029	41	17	this	this	DET
cet-1029	41	18	article	article	NOUN
cet-1029	41	19	as	as	ADP
cet-1029	41	20	:	:	PUNCT
cet-1029	41	21	xuqi	xuqi	PROPN
cet-1029	41	22	zhang	zhang	PROPN
cet-1029	41	23	,	,	PUNCT
cet-1029	41	24	2017	2017	NUM
cet-1029	41	25	,	,	PUNCT
cet-1029	41	26	research	research	NOUN
cet-1029	41	27	on	on	ADP
cet-1029	41	28	risk	risk	NOUN
cet-1029	41	29	early	early	ADJ
cet-1029	41	30	warning	warning	NOUN
cet-1029	41	31	of	of	ADP
cet-1029	41	32	the	the	DET
cet-1029	41	33	chemical	chemical	NOUN
cet-1029	41	34	supply	supply	NOUN
cet-1029	41	35	chain	chain	NOUN
cet-1029	41	36	based	base	VERB
cet-1029	41	37	on	on	ADP
cet-1029	41	38	improved	improved	ADJ
cet-1029	41	39	pso	pso	NOUN
cet-1029	41	40	algorithm	algorithm	NOUN
cet-1029	41	41	,	,	PUNCT
cet-1029	41	42	chemical	chemical	NOUN
cet-1029	41	43	engineering	engineering	NOUN
cet-1029	41	44	transactions	transaction	NOUN
cet-1029	41	45	,	,	PUNCT
cet-1029	41	46	62	62	NUM
cet-1029	41	47	,	,	PUNCT
cet-1029	41	48	1381	1381	NUM
cet-1029	41	49	-	-	SYM
cet-1029	41	50	1386	1386	NUM
cet-1029	41	51	doi:10.3303	doi:10.3303	NOUN
cet-1029	41	52	/	/	SYM
cet-1029	41	53	cet1762231	cet1762231	ADJ
cet-1029	41	54	1381	1381	NUM
cet-1029	41	55	learning	learning	NOUN
cet-1029	41	56	process	process	NOUN
cet-1029	41	57	.	.	PUNCT
cet-1029	42	1	then	then	ADV
cet-1029	42	2	,	,	PUNCT
cet-1029	42	3	we	we	PRON
cet-1029	42	4	use	use	VERB
cet-1029	42	5	it	it	PRON
cet-1029	42	6	to	to	PART
cet-1029	42	7	solve	solve	VERB
cet-1029	42	8	the	the	DET
cet-1029	42	9	solution	solution	NOUN
cet-1029	42	10	problem	problem	NOUN
cet-1029	42	11	.	.	PUNCT
cet-1029	43	1	the	the	DET
cet-1029	43	2	second	second	NOUN
cet-1029	43	3	is	be	AUX
cet-1029	43	4	to	to	ADP
cet-1029	43	5	the	the	DET
cet-1029	43	6	network	network	NOUN
cet-1029	43	7	test	test	NOUN
cet-1029	43	8	process	process	NOUN
cet-1029	43	9	.	.	PUNCT
cet-1029	44	1	the	the	DET
cet-1029	44	2	basic	basic	ADJ
cet-1029	44	3	principle	principle	NOUN
cet-1029	44	4	of	of	ADP
cet-1029	44	5	bp	bp	PROPN
cet-1029	44	6	network	network	NOUN
cet-1029	44	7	is	be	AUX
cet-1029	44	8	to	to	PART
cet-1029	44	9	use	use	VERB
cet-1029	44	10	the	the	DET
cet-1029	44	11	gradient	gradient	ADJ
cet-1029	44	12	descent	descent	NOUN
cet-1029	44	13	algorithm	algorithm	NOUN
cet-1029	44	14	to	to	PART
cet-1029	44	15	minimize	minimize	VERB
cet-1029	44	16	the	the	DET
cet-1029	44	17	error	error	NOUN
cet-1029	44	18	function	function	NOUN
cet-1029	44	19	.	.	PUNCT
cet-1029	45	1	at	at	ADP
cet-1029	45	2	present	present	ADJ
cet-1029	45	3	,	,	PUNCT
cet-1029	45	4	there	there	PRON
cet-1029	45	5	is	be	VERB
cet-1029	45	6	little	little	ADJ
cet-1029	45	7	research	research	NOUN
cet-1029	45	8	on	on	ADP
cet-1029	45	9	the	the	DET
cet-1029	45	10	risk	risk	NOUN
cet-1029	45	11	early	early	ADJ
cet-1029	45	12	warning	warning	NOUN
cet-1029	45	13	of	of	ADP
cet-1029	45	14	the	the	DET
cet-1029	45	15	chemical	chemical	NOUN
cet-1029	45	16	supply	supply	NOUN
cet-1029	45	17	chain	chain	NOUN
cet-1029	45	18	.	.	PUNCT
cet-1029	46	1	in	in	ADP
cet-1029	46	2	this	this	DET
cet-1029	46	3	paper	paper	NOUN
cet-1029	46	4	,	,	PUNCT
cet-1029	46	5	we	we	PRON
cet-1029	46	6	analyse	analyse	VERB
cet-1029	46	7	the	the	DET
cet-1029	46	8	importance	importance	NOUN
cet-1029	46	9	of	of	ADP
cet-1029	46	10	constructing	construct	VERB
cet-1029	46	11	the	the	DET
cet-1029	46	12	risk	risk	NOUN
cet-1029	46	13	early	early	ADV
cet-1029	46	14	-	-	PUNCT
cet-1029	46	15	warning	warning	NOUN
cet-1029	46	16	system	system	NOUN
cet-1029	46	17	and	and	CCONJ
cet-1029	46	18	propose	propose	VERB
cet-1029	46	19	an	an	DET
cet-1029	46	20	improved	improved	ADJ
cet-1029	46	21	pso	pso	NOUN
cet-1029	46	22	algorithm	algorithm	NOUN
cet-1029	46	23	.	.	PUNCT
cet-1029	47	1	in	in	ADP
cet-1029	47	2	the	the	DET
cet-1029	47	3	experimental	experimental	ADJ
cet-1029	47	4	part	part	NOUN
cet-1029	47	5	,	,	PUNCT
cet-1029	47	6	we	we	PRON
cet-1029	47	7	set	set	VERB
cet-1029	47	8	up	up	ADP
cet-1029	47	9	the	the	DET
cet-1029	47	10	indicator	indicator	NOUN
cet-1029	47	11	and	and	CCONJ
cet-1029	47	12	verify	verify	VERB
cet-1029	47	13	it	it	PRON
cet-1029	47	14	.	.	PUNCT
cet-1029	48	1	the	the	DET
cet-1029	48	2	structure	structure	NOUN
cet-1029	48	3	of	of	ADP
cet-1029	48	4	this	this	DET
cet-1029	48	5	paper	paper	NOUN
cet-1029	48	6	is	be	AUX
cet-1029	48	7	as	as	SCONJ
cet-1029	48	8	follows	follow	VERB
cet-1029	48	9	.	.	PUNCT
cet-1029	49	1	the	the	DET
cet-1029	49	2	first	first	ADJ
cet-1029	49	3	part	part	NOUN
cet-1029	49	4	introduces	introduce	VERB
cet-1029	49	5	the	the	DET
cet-1029	49	6	research	research	NOUN
cet-1029	49	7	background	background	NOUN
cet-1029	49	8	.	.	PUNCT
cet-1029	50	1	the	the	DET
cet-1029	50	2	second	second	ADJ
cet-1029	50	3	part	part	NOUN
cet-1029	50	4	researches	research	VERB
cet-1029	50	5	the	the	DET
cet-1029	50	6	risk	risk	NOUN
cet-1029	50	7	early	early	ADJ
cet-1029	50	8	warning	warning	NOUN
cet-1029	50	9	of	of	ADP
cet-1029	50	10	chemical	chemical	NOUN
cet-1029	50	11	supply	supply	NOUN
cet-1029	50	12	chain	chain	NOUN
cet-1029	50	13	and	and	CCONJ
cet-1029	50	14	analyses	analyse	VERB
cet-1029	50	15	the	the	DET
cet-1029	50	16	importance	importance	NOUN
cet-1029	50	17	of	of	ADP
cet-1029	50	18	constructing	construct	VERB
cet-1029	50	19	the	the	DET
cet-1029	50	20	risk	risk	NOUN
cet-1029	50	21	early	early	ADJ
cet-1029	50	22	warning	warning	NOUN
cet-1029	50	23	system	system	NOUN
cet-1029	50	24	of	of	ADP
cet-1029	50	25	chemical	chemical	NOUN
cet-1029	50	26	supply	supply	NOUN
cet-1029	50	27	chain	chain	NOUN
cet-1029	50	28	.	.	PUNCT
cet-1029	51	1	the	the	DET
cet-1029	51	2	third	third	ADJ
cet-1029	51	3	part	part	NOUN
cet-1029	51	4	introduces	introduce	VERB
cet-1029	51	5	the	the	DET
cet-1029	51	6	improved	improved	ADJ
cet-1029	51	7	pso	pso	NOUN
cet-1029	51	8	algorithm	algorithm	NOUN
cet-1029	51	9	.	.	PUNCT
cet-1029	52	1	the	the	DET
cet-1029	52	2	fourth	fourth	ADJ
cet-1029	52	3	part	part	NOUN
cet-1029	52	4	is	be	AUX
cet-1029	52	5	the	the	DET
cet-1029	52	6	experiment	experiment	NOUN
cet-1029	52	7	and	and	CCONJ
cet-1029	52	8	the	the	DET
cet-1029	52	9	fifth	fifth	ADJ
cet-1029	52	10	part	part	NOUN
cet-1029	52	11	is	be	AUX
cet-1029	52	12	the	the	DET
cet-1029	52	13	conclusion	conclusion	NOUN
cet-1029	52	14	.	.	PUNCT
cet-1029	53	1	2	2	X
cet-1029	53	2	.	.	X
cet-1029	53	3	section	section	NOUN
cet-1029	53	4	headings	heading	NOUN
cet-1029	53	5	risk	risk	VERB
cet-1029	53	6	early	early	ADJ
cet-1029	53	7	warning	warning	NOUN
cet-1029	53	8	of	of	ADP
cet-1029	53	9	chemical	chemical	NOUN
cet-1029	53	10	supply	supply	NOUN
cet-1029	53	11	chain	chain	NOUN
cet-1029	53	12	chemical	chemical	NOUN
cet-1029	53	13	supply	supply	NOUN
cet-1029	53	14	chain	chain	NOUN
cet-1029	53	15	is	be	AUX
cet-1029	53	16	a	a	DET
cet-1029	53	17	network	network	NOUN
cet-1029	53	18	system	system	NOUN
cet-1029	53	19	structure	structure	NOUN
cet-1029	53	20	with	with	ADP
cet-1029	53	21	the	the	DET
cet-1029	53	22	core	core	NOUN
cet-1029	53	23	business	business	NOUN
cet-1029	53	24	for	for	ADP
cet-1029	53	25	the	the	DET
cet-1029	53	26	two	two	NUM
cet-1029	53	27	-	-	PUNCT
cet-1029	53	28	way	way	NOUN
cet-1029	53	29	chemical	chemical	NOUN
cet-1029	53	30	root	root	NOUN
cet-1029	53	31	node	node	NOUN
cet-1029	53	32	.	.	PUNCT
cet-1029	54	1	it	it	PRON
cet-1029	54	2	includes	include	VERB
cet-1029	54	3	manufacturers	manufacturer	NOUN
cet-1029	54	4	,	,	PUNCT
cet-1029	54	5	retailers	retailer	NOUN
cet-1029	54	6	,	,	PUNCT
cet-1029	54	7	consumers	consumer	NOUN
cet-1029	54	8	and	and	CCONJ
cet-1029	54	9	so	so	ADV
cet-1029	54	10	on	on	ADV
cet-1029	54	11	.	.	PUNCT
cet-1029	55	1	in	in	ADP
cet-1029	55	2	addition	addition	NOUN
cet-1029	55	3	,	,	PUNCT
cet-1029	55	4	it	it	PRON
cet-1029	55	5	also	also	ADV
cet-1029	55	6	provides	provide	VERB
cet-1029	55	7	transportation	transportation	NOUN
cet-1029	55	8	,	,	PUNCT
cet-1029	55	9	warehousing	warehousing	NOUN
cet-1029	55	10	,	,	PUNCT
cet-1029	55	11	handling	handling	NOUN
cet-1029	55	12	,	,	PUNCT
cet-1029	55	13	packaging	packaging	NOUN
cet-1029	55	14	and	and	CCONJ
cet-1029	55	15	other	other	ADJ
cet-1029	55	16	services	service	NOUN
cet-1029	55	17	for	for	ADP
cet-1029	55	18	the	the	DET
cet-1029	55	19	users	user	NOUN
cet-1029	55	20	of	of	ADP
cet-1029	55	21	chemicals	chemical	NOUN
cet-1029	55	22	.	.	PUNCT
cet-1029	56	1	chemical	chemical	NOUN
cet-1029	56	2	supply	supply	NOUN
cet-1029	56	3	chain	chain	NOUN
cet-1029	56	4	is	be	AUX
cet-1029	56	5	a	a	DET
cet-1029	56	6	complex	complex	ADJ
cet-1029	56	7	and	and	CCONJ
cet-1029	56	8	huge	huge	ADJ
cet-1029	56	9	developing	develop	VERB
cet-1029	56	10	system	system	NOUN
cet-1029	56	11	.	.	PUNCT
cet-1029	57	1	the	the	DET
cet-1029	57	2	complexity	complexity	NOUN
cet-1029	57	3	and	and	CCONJ
cet-1029	57	4	uncertainty	uncertainty	NOUN
cet-1029	57	5	of	of	ADP
cet-1029	57	6	the	the	DET
cet-1029	57	7	chemical	chemical	NOUN
cet-1029	57	8	supply	supply	NOUN
cet-1029	57	9	chain	chain	NOUN
cet-1029	57	10	system	system	NOUN
cet-1029	57	11	will	will	AUX
cet-1029	57	12	bring	bring	VERB
cet-1029	57	13	the	the	DET
cet-1029	57	14	great	great	ADJ
cet-1029	57	15	obstacles	obstacle	NOUN
cet-1029	57	16	.	.	PUNCT
cet-1029	58	1	the	the	DET
cet-1029	58	2	risk	risk	NOUN
cet-1029	58	3	early	early	ADJ
cet-1029	58	4	warning	warning	NOUN
cet-1029	58	5	refers	refer	VERB
cet-1029	58	6	that	that	SCONJ
cet-1029	58	7	the	the	DET
cet-1029	58	8	chemical	chemical	ADJ
cet-1029	58	9	risk	risk	NOUN
cet-1029	58	10	that	that	PRON
cet-1029	58	11	may	may	AUX
cet-1029	58	12	occur	occur	VERB
cet-1029	58	13	in	in	ADP
cet-1029	58	14	the	the	DET
cet-1029	58	15	process	process	NOUN
cet-1029	58	16	of	of	ADP
cet-1029	58	17	supply	supply	NOUN
cet-1029	58	18	chain	chain	NOUN
cet-1029	58	19	operation	operation	NOUN
cet-1029	58	20	.	.	PUNCT
cet-1029	59	1	it	it	PRON
cet-1029	59	2	is	be	AUX
cet-1029	59	3	through	through	ADP
cet-1029	59	4	risk	risk	NOUN
cet-1029	59	5	identification	identification	NOUN
cet-1029	59	6	organized	organize	VERB
cet-1029	59	7	and	and	CCONJ
cet-1029	59	8	planned	plan	VERB
cet-1029	59	9	and	and	CCONJ
cet-1029	59	10	takes	take	VERB
cet-1029	59	11	measures	measure	NOUN
cet-1029	59	12	to	to	PART
cet-1029	59	13	prevent	prevent	VERB
cet-1029	59	14	and	and	CCONJ
cet-1029	59	15	control	control	VERB
cet-1029	59	16	risks	risk	NOUN
cet-1029	59	17	of	of	ADP
cet-1029	59	18	the	the	DET
cet-1029	59	19	process	process	NOUN
cet-1029	59	20	.	.	PUNCT
cet-1029	60	1	the	the	DET
cet-1029	60	2	uncertainty	uncertainty	NOUN
cet-1029	60	3	and	and	CCONJ
cet-1029	60	4	complexity	complexity	NOUN
cet-1029	60	5	of	of	ADP
cet-1029	60	6	the	the	DET
cet-1029	60	7	chemical	chemical	NOUN
cet-1029	60	8	supply	supply	NOUN
cet-1029	60	9	chain	chain	NOUN
cet-1029	60	10	determine	determine	VERB
cet-1029	60	11	that	that	SCONJ
cet-1029	60	12	the	the	DET
cet-1029	60	13	supply	supply	NOUN
cet-1029	60	14	chain	chain	NOUN
cet-1029	60	15	risk	risk	NOUN
cet-1029	60	16	of	of	ADP
cet-1029	60	17	chemical	chemical	NOUN
cet-1029	60	18	will	will	AUX
cet-1029	60	19	be	be	AUX
cet-1029	60	20	transformed	transform	VERB
cet-1029	60	21	into	into	ADP
cet-1029	60	22	the	the	DET
cet-1029	60	23	supply	supply	NOUN
cet-1029	60	24	chain	chain	NOUN
cet-1029	60	25	crisis	crisis	NOUN
cet-1029	60	26	under	under	ADP
cet-1029	60	27	the	the	DET
cet-1029	60	28	certain	certain	ADJ
cet-1029	60	29	conditions	condition	NOUN
cet-1029	60	30	.	.	PUNCT
cet-1029	61	1	therefore	therefore	ADV
cet-1029	61	2	,	,	PUNCT
cet-1029	61	3	we	we	PRON
cet-1029	61	4	must	must	AUX
cet-1029	61	5	strengthen	strengthen	VERB
cet-1029	61	6	the	the	DET
cet-1029	61	7	control	control	NOUN
cet-1029	61	8	ability	ability	NOUN
cet-1029	61	9	.	.	PUNCT
cet-1029	62	1	we	we	PRON
cet-1029	62	2	should	should	AUX
cet-1029	62	3	avoid	avoid	VERB
cet-1029	62	4	chemical	chemical	ADJ
cet-1029	62	5	supply	supply	NOUN
cet-1029	62	6	chain	chain	NOUN
cet-1029	62	7	crisis	crisis	NOUN
cet-1029	62	8	and	and	CCONJ
cet-1029	62	9	control	control	VERB
cet-1029	62	10	the	the	DET
cet-1029	62	11	risk	risk	NOUN
cet-1029	62	12	value	value	NOUN
cet-1029	62	13	of	of	ADP
cet-1029	62	14	elements	element	NOUN
cet-1029	62	15	in	in	ADP
cet-1029	62	16	the	the	DET
cet-1029	62	17	range	range	NOUN
cet-1029	62	18	of	of	ADP
cet-1029	62	19	critical	critical	ADJ
cet-1029	62	20	.	.	PUNCT
cet-1029	63	1	it	it	PRON
cet-1029	63	2	can	can	AUX
cet-1029	63	3	prevent	prevent	VERB
cet-1029	63	4	the	the	DET
cet-1029	63	5	supply	supply	NOUN
cet-1029	63	6	chain	chain	NOUN
cet-1029	63	7	crisis	crisis	NOUN
cet-1029	63	8	of	of	ADP
cet-1029	63	9	chemicals	chemical	NOUN
cet-1029	63	10	.	.	PUNCT
cet-1029	64	1	therefore	therefore	ADV
cet-1029	64	2	,	,	PUNCT
cet-1029	64	3	it	it	PRON
cet-1029	64	4	is	be	AUX
cet-1029	64	5	particularly	particularly	ADV
cet-1029	64	6	important	important	ADJ
cet-1029	64	7	to	to	PART
cet-1029	64	8	establish	establish	VERB
cet-1029	64	9	the	the	DET
cet-1029	64	10	chemical	chemical	NOUN
cet-1029	64	11	supply	supply	NOUN
cet-1029	64	12	chain	chain	NOUN
cet-1029	64	13	risk	risk	NOUN
cet-1029	64	14	early	early	ADJ
cet-1029	64	15	warning	warning	NOUN
cet-1029	64	16	system	system	NOUN
cet-1029	64	17	.	.	PUNCT
cet-1029	65	1	figure	figure	NOUN
cet-1029	65	2	1	1	NUM
cet-1029	65	3	:	:	PUNCT
cet-1029	65	4	supply	supply	NOUN
cet-1029	65	5	chain	chain	NOUN
cet-1029	65	6	risk	risk	NOUN
cet-1029	65	7	early	early	ADJ
cet-1029	65	8	warning	warning	NOUN
cet-1029	65	9	steps	step	NOUN
cet-1029	65	10	the	the	DET
cet-1029	65	11	importance	importance	NOUN
cet-1029	65	12	of	of	ADP
cet-1029	65	13	the	the	DET
cet-1029	65	14	constructing	construct	VERB
cet-1029	65	15	the	the	DET
cet-1029	65	16	risk	risk	NOUN
cet-1029	65	17	early	early	ADV
cet-1029	65	18	-	-	PUNCT
cet-1029	65	19	warning	warning	NOUN
cet-1029	65	20	system	system	NOUN
cet-1029	65	21	of	of	ADP
cet-1029	65	22	chemical	chemical	NOUN
cet-1029	65	23	supply	supply	NOUN
cet-1029	65	24	chain	chain	NOUN
cet-1029	65	25	is	be	AUX
cet-1029	65	26	mainly	mainly	ADV
cet-1029	65	27	manifested	manifest	VERB
cet-1029	65	28	in	in	ADP
cet-1029	65	29	the	the	DET
cet-1029	65	30	following	follow	VERB
cet-1029	65	31	aspects	aspect	NOUN
cet-1029	65	32	.	.	PUNCT
cet-1029	66	1	(	(	PUNCT
cet-1029	66	2	1	1	NUM
cet-1029	66	3	)	)	PUNCT
cet-1029	66	4	.	.	PUNCT
cet-1029	67	1	the	the	DET
cet-1029	67	2	stability	stability	NOUN
cet-1029	67	3	is	be	AUX
cet-1029	67	4	the	the	DET
cet-1029	67	5	first	first	ADJ
cet-1029	67	6	condition	condition	NOUN
cet-1029	67	7	of	of	ADP
cet-1029	67	8	the	the	DET
cet-1029	67	9	efficient	efficient	ADJ
cet-1029	67	10	operation	operation	NOUN
cet-1029	67	11	of	of	ADP
cet-1029	67	12	the	the	DET
cet-1029	67	13	chemical	chemical	NOUN
cet-1029	67	14	supply	supply	NOUN
cet-1029	67	15	chain	chain	NOUN
cet-1029	67	16	.	.	PUNCT
cet-1029	68	1	whether	whether	SCONJ
cet-1029	68	2	the	the	DET
cet-1029	68	3	chemical	chemical	NOUN
cet-1029	68	4	industry	industry	NOUN
cet-1029	68	5	can	can	AUX
cet-1029	68	6	develop	develop	VERB
cet-1029	68	7	steadily	steadily	ADV
cet-1029	68	8	or	or	CCONJ
cet-1029	68	9	not	not	PART
cet-1029	68	10	also	also	ADV
cet-1029	68	11	depends	depend	VERB
cet-1029	68	12	on	on	ADP
cet-1029	68	13	the	the	DET
cet-1029	68	14	stability	stability	NOUN
cet-1029	68	15	.	.	PUNCT
cet-1029	69	1	the	the	DET
cet-1029	69	2	risk	risk	NOUN
cet-1029	69	3	early	early	ADJ
cet-1029	69	4	warning	warning	NOUN
cet-1029	69	5	system	system	NOUN
cet-1029	69	6	is	be	AUX
cet-1029	69	7	the	the	DET
cet-1029	69	8	necessary	necessary	ADJ
cet-1029	69	9	measure	measure	NOUN
cet-1029	69	10	to	to	PART
cet-1029	69	11	prevent	prevent	VERB
cet-1029	69	12	the	the	DET
cet-1029	69	13	crisis	crisis	NOUN
cet-1029	69	14	effectively	effectively	ADV
cet-1029	69	15	.	.	PUNCT
cet-1029	70	1	due	due	ADP
cet-1029	70	2	to	to	ADP
cet-1029	70	3	the	the	DET
cet-1029	70	4	particularity	particularity	NOUN
cet-1029	70	5	of	of	ADP
cet-1029	70	6	chemicals	chemical	NOUN
cet-1029	70	7	,	,	PUNCT
cet-1029	70	8	once	once	SCONJ
cet-1029	70	9	the	the	DET
cet-1029	70	10	chemical	chemical	NOUN
cet-1029	70	11	supply	supply	NOUN
cet-1029	70	12	chain	chain	NOUN
cet-1029	70	13	crisis	crisis	NOUN
cet-1029	70	14	occurs	occur	VERB
cet-1029	70	15	,	,	PUNCT
cet-1029	70	16	it	it	PRON
cet-1029	70	17	will	will	AUX
cet-1029	70	18	bring	bring	VERB
cet-1029	70	19	serious	serious	ADJ
cet-1029	70	20	consequences	consequence	NOUN
cet-1029	70	21	.	.	PUNCT
cet-1029	71	1	chemical	chemical	NOUN
cet-1029	71	2	supply	supply	NOUN
cet-1029	71	3	chain	chain	VERB
cet-1029	71	4	early	early	ADJ
cet-1029	71	5	warning	warning	NOUN
cet-1029	71	6	system	system	NOUN
cet-1029	71	7	can	can	AUX
cet-1029	71	8	control	control	VERB
cet-1029	71	9	the	the	DET
cet-1029	71	10	risk	risk	NOUN
cet-1029	71	11	to	to	PART
cet-1029	71	12	avoid	avoid	VERB
cet-1029	71	13	the	the	DET
cet-1029	71	14	supply	supply	NOUN
cet-1029	71	15	chain	chain	NOUN
cet-1029	71	16	crisis	crisis	NOUN
cet-1029	71	17	.	.	PUNCT
cet-1029	72	1	(	(	PUNCT
cet-1029	72	2	2	2	NUM
cet-1029	72	3	)	)	PUNCT
cet-1029	72	4	.	.	PUNCT
cet-1029	73	1	risk	risk	NOUN
cet-1029	73	2	early	early	ADJ
cet-1029	73	3	warning	warning	NOUN
cet-1029	73	4	of	of	ADP
cet-1029	73	5	chemical	chemical	NOUN
cet-1029	73	6	supply	supply	NOUN
cet-1029	73	7	chain	chain	NOUN
cet-1029	73	8	is	be	AUX
cet-1029	73	9	a	a	DET
cet-1029	73	10	kind	kind	NOUN
cet-1029	73	11	of	of	ADP
cet-1029	73	12	active	active	ADJ
cet-1029	73	13	supply	supply	NOUN
cet-1029	73	14	chain	chain	NOUN
cet-1029	73	15	risk	risk	NOUN
cet-1029	73	16	management	management	NOUN
cet-1029	73	17	.	.	PUNCT
cet-1029	74	1	it	it	PRON
cet-1029	74	2	means	mean	VERB
cet-1029	74	3	the	the	DET
cet-1029	74	4	identifies	identifie	NOUN
cet-1029	74	5	,	,	PUNCT
cet-1029	74	6	analyses	analysis	NOUN
cet-1029	74	7	and	and	CCONJ
cet-1029	74	8	assesses	assess	VERB
cet-1029	74	9	the	the	DET
cet-1029	74	10	all	all	DET
cet-1029	74	11	kinds	kind	NOUN
cet-1029	74	12	of	of	ADP
cet-1029	74	13	the	the	DET
cet-1029	74	14	risks	risk	NOUN
cet-1029	74	15	in	in	ADP
cet-1029	74	16	the	the	DET
cet-1029	74	17	operation	operation	NOUN
cet-1029	74	18	actively	actively	ADV
cet-1029	74	19	.	.	PUNCT
cet-1029	75	1	it	it	PRON
cet-1029	75	2	also	also	ADV
cet-1029	75	3	takes	take	VERB
cet-1029	75	4	effective	effective	ADJ
cet-1029	75	5	measures	measure	NOUN
cet-1029	75	6	to	to	PART
cet-1029	75	7	prevent	prevent	VERB
cet-1029	75	8	and	and	CCONJ
cet-1029	75	9	control	control	VERB
cet-1029	75	10	the	the	DET
cet-1029	75	11	risk	risk	NOUN
cet-1029	75	12	.	.	PUNCT
cet-1029	76	1	the	the	DET
cet-1029	76	2	early	early	ADJ
cet-1029	76	3	warning	warning	NOUN
cet-1029	76	4	mechanism	mechanism	NOUN
cet-1029	76	5	can	can	AUX
cet-1029	76	6	provide	provide	VERB
cet-1029	76	7	targeted	targeted	ADJ
cet-1029	76	8	opinions	opinion	NOUN
cet-1029	76	9	on	on	ADP
cet-1029	76	10	various	various	ADJ
cet-1029	76	11	decisions	decision	NOUN
cet-1029	76	12	in	in	ADP
cet-1029	76	13	the	the	DET
cet-1029	76	14	chemical	chemical	NOUN
cet-1029	76	15	industry	industry	NOUN
cet-1029	76	16	chain	chain	NOUN
cet-1029	76	17	.	.	PUNCT
cet-1029	77	1	(	(	PUNCT
cet-1029	77	2	3	3	NUM
cet-1029	77	3	)	)	PUNCT
cet-1029	77	4	.	.	PUNCT
cet-1029	78	1	the	the	DET
cet-1029	78	2	system	system	NOUN
cet-1029	78	3	can	can	AUX
cet-1029	78	4	reduce	reduce	VERB
cet-1029	78	5	the	the	DET
cet-1029	78	6	probability	probability	NOUN
cet-1029	78	7	of	of	ADP
cet-1029	78	8	chemical	chemical	ADJ
cet-1029	78	9	accidents	accident	NOUN
cet-1029	78	10	.	.	PUNCT
cet-1029	79	1	chemicals	chemical	NOUN
cet-1029	79	2	are	be	AUX
cet-1029	79	3	flammable	flammable	ADJ
cet-1029	79	4	and	and	CCONJ
cet-1029	79	5	explosive	explosive	ADJ
cet-1029	79	6	.	.	PUNCT
cet-1029	80	1	chemical	chemical	ADJ
cet-1029	80	2	accidents	accident	NOUN
cet-1029	80	3	often	often	ADV
cet-1029	80	4	bring	bring	VERB
cet-1029	80	5	huge	huge	ADJ
cet-1029	80	6	losses	loss	NOUN
cet-1029	80	7	to	to	ADP
cet-1029	80	8	people	people	NOUN
cet-1029	80	9	's	's	PART
cet-1029	80	10	lives	life	NOUN
cet-1029	80	11	and	and	CCONJ
cet-1029	80	12	property	property	NOUN
cet-1029	80	13	safety	safety	NOUN
cet-1029	80	14	.	.	PUNCT
cet-1029	81	1	it	it	PRON
cet-1029	81	2	also	also	ADV
cet-1029	81	3	causes	cause	VERB
cet-1029	81	4	irreversible	irreversible	ADJ
cet-1029	81	5	damage	damage	NOUN
cet-1029	81	6	to	to	ADP
cet-1029	81	7	the	the	DET
cet-1029	81	8	surrounding	surround	VERB
cet-1029	81	9	environment	environment	NOUN
cet-1029	81	10	.	.	PUNCT
cet-1029	82	1	once	once	ADV
cet-1029	82	2	the	the	DET
cet-1029	82	3	chemical	chemical	NOUN
cet-1029	82	4	supply	supply	NOUN
cet-1029	82	5	chain	chain	NOUN
cet-1029	82	6	crisis	crisis	NOUN
cet-1029	82	7	occurs	occur	VERB
cet-1029	82	8	,	,	PUNCT
cet-1029	82	9	it	it	PRON
cet-1029	82	10	will	will	AUX
cet-1029	82	11	greatly	greatly	ADV
cet-1029	82	12	increase	increase	VERB
cet-1029	82	13	the	the	DET
cet-1029	82	14	probability	probability	NOUN
cet-1029	82	15	of	of	ADP
cet-1029	82	16	chemical	chemical	ADJ
cet-1029	82	17	accidents	accident	NOUN
cet-1029	82	18	.	.	PUNCT
cet-1029	83	1	the	the	DET
cet-1029	83	2	system	system	NOUN
cet-1029	83	3	can	can	AUX
cet-1029	83	4	detect	detect	VERB
cet-1029	83	5	problems	problem	NOUN
cet-1029	83	6	in	in	ADP
cet-1029	83	7	advance	advance	NOUN
cet-1029	83	8	and	and	CCONJ
cet-1029	83	9	reduce	reduce	VERB
cet-1029	83	10	the	the	DET
cet-1029	83	11	probability	probability	NOUN
cet-1029	83	12	of	of	ADP
cet-1029	83	13	chemical	chemical	ADJ
cet-1029	83	14	accidents	accident	NOUN
cet-1029	83	15	timely	timely	ADJ
cet-1029	83	16	.	.	PUNCT
cet-1029	84	1	3	3	X
cet-1029	84	2	.	.	NUM
cet-1029	84	3	improved	improve	VERB
cet-1029	84	4	pso	pso	NOUN
cet-1029	84	5	algorithm	algorithm	NOUN
cet-1029	84	6	in	in	ADP
cet-1029	84	7	order	order	NOUN
cet-1029	84	8	to	to	PART
cet-1029	84	9	better	well	ADV
cet-1029	84	10	study	study	VERB
cet-1029	84	11	the	the	DET
cet-1029	84	12	risk	risk	NOUN
cet-1029	84	13	early	early	ADJ
cet-1029	84	14	warning	warning	NOUN
cet-1029	84	15	of	of	ADP
cet-1029	84	16	hazardous	hazardous	ADJ
cet-1029	84	17	chemicals	chemical	NOUN
cet-1029	84	18	supply	supply	NOUN
cet-1029	84	19	chain	chain	NOUN
cet-1029	84	20	,	,	PUNCT
cet-1029	84	21	we	we	PRON
cet-1029	84	22	propose	propose	VERB
cet-1029	84	23	a	a	DET
cet-1029	84	24	new	new	ADJ
cet-1029	84	25	algorithm	algorithm	NOUN
cet-1029	84	26	.	.	PUNCT
cet-1029	85	1	we	we	PRON
cet-1029	85	2	first	first	ADV
cet-1029	85	3	use	use	VERB
cet-1029	85	4	pso	pso	NOUN
cet-1029	85	5	to	to	PART
cet-1029	85	6	optimize	optimize	VERB
cet-1029	85	7	the	the	DET
cet-1029	85	8	weights	weight	NOUN
cet-1029	85	9	and	and	CCONJ
cet-1029	85	10	thresholds	threshold	NOUN
cet-1029	85	11	of	of	ADP
cet-1029	85	12	bp	bp	PROPN
cet-1029	85	13	network	network	NOUN
cet-1029	85	14	,	,	PUNCT
cet-1029	85	15	then	then	ADV
cet-1029	85	16	use	use	VERB
cet-1029	85	17	particle	particle	NOUN
cet-1029	85	18	swarm	swarm	NOUN
cet-1029	85	19	1382	1382	NUM
cet-1029	85	20	optimization	optimization	NOUN
cet-1029	85	21	algorithm	algorithm	NOUN
cet-1029	85	22	to	to	PART
cet-1029	85	23	achieve	achieve	VERB
cet-1029	85	24	the	the	DET
cet-1029	85	25	update	update	NOUN
cet-1029	85	26	of	of	ADP
cet-1029	85	27	learning	learn	VERB
cet-1029	85	28	weights	weight	NOUN
cet-1029	85	29	and	and	CCONJ
cet-1029	85	30	threshold	threshold	NOUN
cet-1029	85	31	of	of	ADP
cet-1029	85	32	bp	bp	PROPN
cet-1029	85	33	network	network	NOUN
cet-1029	85	34	and	and	CCONJ
cet-1029	85	35	get	get	VERB
cet-1029	85	36	an	an	DET
cet-1029	85	37	optimal	optimal	ADJ
cet-1029	85	38	weight	weight	NOUN
cet-1029	85	39	and	and	CCONJ
cet-1029	85	40	threshold	threshold	NOUN
cet-1029	85	41	.	.	PUNCT
cet-1029	86	1	figure	figure	NOUN
cet-1029	86	2	2	2	NUM
cet-1029	86	3	:	:	PUNCT
cet-1029	86	4	basic	basic	ADJ
cet-1029	86	5	schematic	schematic	ADJ
cet-1029	86	6	diagram	diagram	NOUN
cet-1029	86	7	of	of	ADP
cet-1029	86	8	pso	pso	NOUN
cet-1029	86	9	in	in	ADP
cet-1029	86	10	n	n	CCONJ
cet-1029	86	11	dimensional	dimensional	ADJ
cet-1029	86	12	space	space	NOUN
cet-1029	86	13	,	,	PUNCT
cet-1029	86	14	there	there	PRON
cet-1029	86	15	are	be	VERB
cet-1029	86	16	m	m	VERB
cet-1029	86	17	particles	particle	NOUN
cet-1029	86	18	to	to	PART
cet-1029	86	19	compose	compose	VERB
cet-1029	86	20	of	of	ADP
cet-1029	86	21	the	the	DET
cet-1029	86	22	particle	particle	NOUN
cet-1029	86	23	swarm	swarm	NOUN
cet-1029	86	24	x=(x1	x=(x1	PROPN
cet-1029	86	25	,	,	PUNCT
cet-1029	86	26	x2	x2	PROPN
cet-1029	86	27	,	,	PUNCT
cet-1029	86	28	…	…	PUNCT
cet-1029	86	29	,	,	PUNCT
cet-1029	86	30	xm	xm	PROPN
cet-1029	86	31	)	)	PUNCT
cet-1029	86	32	(	(	PUNCT
cet-1029	86	33	rico	rico	PROPN
cet-1029	86	34	merkert	merkert	PROPN
cet-1029	86	35	,	,	PUNCT
cet-1029	86	36	basil	basil	NOUN
cet-1029	86	37	o	o	NOUN
cet-1029	86	38	'	'	X
cet-1029	86	39	fee	fee	NOUN
cet-1029	86	40	(	(	PUNCT
cet-1029	86	41	2016)).the	2016)).the	DET
cet-1029	86	42	position	position	NOUN
cet-1029	86	43	after	after	ADP
cet-1029	86	44	evolution	evolution	NOUN
cet-1029	86	45	for	for	ADP
cet-1029	86	46	the	the	DET
cet-1029	86	47	i	i	PROPN
cet-1029	86	48	particle	particle	NOUN
cet-1029	86	49	is	be	AUX
cet-1029	86	50	1	1	NUM
cet-1029	86	51	2	2	NUM
cet-1029	86	52	(	(	PUNCT
cet-1029	86	53	,	,	PUNCT
cet-1029	86	54	,	,	PUNCT
cet-1029	86	55	,	,	PUNCT
cet-1029	86	56	)	)	PUNCT
cet-1029	87	1	t	t	NOUN
cet-1029	88	1	i	i	PRON
cet-1029	88	2	i	i	PRON
cet-1029	89	1	i	i	PRON
cet-1029	89	2	imx	imx	VERB
cet-1029	89	3	x	x	PUNCT
cet-1029	90	1	x	x	SYM
cet-1029	90	2	x=	x=	NOUN
cet-1029	90	3			NOUN
cet-1029	90	4	(	(	PUNCT
cet-1029	90	5	1	1	NUM
cet-1029	90	6	)	)	PUNCT
cet-1029	90	7	the	the	DET
cet-1029	90	8	velocity	velocity	NOUN
cet-1029	90	9	of	of	ADP
cet-1029	90	10	particles	particle	NOUN
cet-1029	90	11	is	be	AUX
cet-1029	90	12	1	1	NUM
cet-1029	90	13	2	2	NUM
cet-1029	90	14	(	(	PUNCT
cet-1029	90	15	,	,	PUNCT
cet-1029	90	16	,	,	PUNCT
cet-1029	90	17	,	,	PUNCT
cet-1029	90	18	)	)	PUNCT
cet-1029	90	19	t	t	NOUN
cet-1029	91	1	i	i	PRON
cet-1029	91	2	i	i	PRON
cet-1029	92	1	i	i	PRON
cet-1029	92	2	imv	imv	VERB
cet-1029	92	3	v	v	NUM
cet-1029	92	4	v	v	NUM
cet-1029	92	5	v=	v=	NOUN
cet-1029	92	6			NOUN
cet-1029	92	7	(	(	PUNCT
cet-1029	92	8	2	2	NUM
cet-1029	92	9	)	)	PUNCT
cet-1029	92	10	in	in	ADP
cet-1029	92	11	the	the	DET
cet-1029	92	12	search	search	NOUN
cet-1029	92	13	for	for	ADP
cet-1029	92	14	generations	generation	NOUN
cet-1029	92	15	,	,	PUNCT
cet-1029	92	16	the	the	DET
cet-1029	92	17	optimal	optimal	ADJ
cet-1029	92	18	solution	solution	NOUN
cet-1029	92	19	of	of	ADP
cet-1029	92	20	each	each	DET
cet-1029	92	21	particle	particle	NOUN
cet-1029	92	22	,	,	PUNCT
cet-1029	92	23	that	that	ADV
cet-1029	92	24	is	is	ADV
cet-1029	92	25	,	,	PUNCT
cet-1029	92	26	the	the	DET
cet-1029	92	27	individual	individual	ADJ
cet-1029	92	28	optimal	optimal	ADJ
cet-1029	92	29	solution	solution	NOUN
cet-1029	92	30	is	be	AUX
cet-1029	92	31	expressed	express	VERB
cet-1029	92	32	as	as	ADP
cet-1029	92	33	1	1	NUM
cet-1029	92	34	2	2	NUM
cet-1029	92	35	(	(	PUNCT
cet-1029	92	36	,	,	PUNCT
cet-1029	92	37	,	,	PUNCT
cet-1029	92	38	,	,	PUNCT
cet-1029	92	39	)	)	PUNCT
cet-1029	93	1	t	t	NOUN
cet-1029	94	1	i	i	PRON
cet-1029	94	2	i	i	PRON
cet-1029	95	1	i	i	PRON
cet-1029	95	2	imp	imp	VERB
cet-1029	95	3	p	p	NOUN
cet-1029	95	4	p	p	NOUN
cet-1029	95	5	p=	p=	PROPN
cet-1029	95	6			NOUN
cet-1029	95	7	(	(	PUNCT
cet-1029	95	8	3	3	NUM
cet-1029	95	9	)	)	PUNCT
cet-1029	95	10	the	the	DET
cet-1029	95	11	optimal	optimal	ADJ
cet-1029	95	12	solution	solution	NOUN
cet-1029	95	13	of	of	ADP
cet-1029	95	14	the	the	DET
cet-1029	95	15	whole	whole	ADJ
cet-1029	95	16	population	population	NOUN
cet-1029	95	17	is	be	AUX
cet-1029	95	18	1	1	NUM
cet-1029	95	19	2	2	NUM
cet-1029	95	20	(	(	PUNCT
cet-1029	95	21	,	,	PUNCT
cet-1029	95	22	,	,	PUNCT
cet-1029	95	23	,	,	PUNCT
cet-1029	95	24	)	)	PUNCT
cet-1029	96	1	t	t	NOUN
cet-1029	96	2	g	g	PROPN
cet-1029	96	3	g	g	PROPN
cet-1029	96	4	g	g	PROPN
cet-1029	96	5	gmp	gmp	PROPN
cet-1029	96	6	p	p	PROPN
cet-1029	96	7	p	p	PROPN
cet-1029	96	8	p=	p=	PROPN
cet-1029	96	9			NOUN
cet-1029	96	10	(	(	PUNCT
cet-1029	96	11	4	4	NUM
cet-1029	96	12	)	)	PUNCT
cet-1029	96	13	the	the	DET
cet-1029	96	14	updated	update	VERB
cet-1029	96	15	velocity	velocity	NOUN
cet-1029	96	16	and	and	CCONJ
cet-1029	96	17	position	position	NOUN
cet-1029	96	18	formulas	formula	NOUN
cet-1029	96	19	for	for	ADP
cet-1029	96	20	each	each	DET
cet-1029	96	21	particle	particle	NOUN
cet-1029	96	22	are	be	AUX
cet-1029	96	23	as	as	SCONJ
cet-1029	96	24	follows	follow	VERB
cet-1029	96	25	.	.	PUNCT
cet-1029	97	1	1	1	NUM
cet-1029	97	2	1	1	NUM
cet-1029	97	3	2	2	NUM
cet-1029	97	4	2	2	NUM
cet-1029	97	5	(	(	PUNCT
cet-1029	97	6	1	1	NUM
cet-1029	97	7	)	)	PUNCT
cet-1029	97	8	(	(	PUNCT
cet-1029	97	9	)	)	PUNCT
cet-1029	97	10	(	(	PUNCT
cet-1029	97	11	)	)	PUNCT
cet-1029	97	12	(	(	PUNCT
cet-1029	97	13	(	(	PUNCT
cet-1029	97	14	)	)	PUNCT
cet-1029	97	15	)	)	PUNCT
cet-1029	97	16	(	(	PUNCT
cet-1029	97	17	(	(	PUNCT
cet-1029	97	18	)	)	PUNCT
cet-1029	97	19	)	)	PUNCT
cet-1029	97	20	ik	ik	PROPN
cet-1029	97	21	ik	ik	PROPN
cet-1029	97	22	ik	ik	PROPN
cet-1029	97	23	ik	ik	PROPN
cet-1029	97	24	gk	gk	PROPN
cet-1029	97	25	ikv	ikv	PROPN
cet-1029	97	26	t	t	PROPN
cet-1029	97	27	w	w	PROPN
cet-1029	97	28	t	t	PROPN
cet-1029	97	29	v	v	NUM
cet-1029	97	30	t	t	NOUN
cet-1029	97	31	c	c	NOUN
cet-1029	97	32	r	r	NOUN
cet-1029	97	33	p	p	NOUN
cet-1029	97	34	x	x	X
cet-1029	97	35	t	t	NOUN
cet-1029	97	36	c	c	NOUN
cet-1029	97	37	r	r	NOUN
cet-1029	97	38	p	p	NOUN
cet-1029	97	39	x	x	X
cet-1029	97	40	t+	t+	NOUN
cet-1029	97	41	=	=	NOUN
cet-1029	98	1	+	+	NUM
cet-1029	98	2	−	−	PROPN
cet-1029	99	1	+	+	CCONJ
cet-1029	99	2	−	−	PROPN
cet-1029	99	3	(	(	PUNCT
cet-1029	99	4	5	5	NUM
cet-1029	99	5	)	)	PUNCT
cet-1029	99	6	(	(	PUNCT
cet-1029	99	7	1	1	X
cet-1029	99	8	)	)	PUNCT
cet-1029	99	9	(	(	PUNCT
cet-1029	99	10	)	)	PUNCT
cet-1029	99	11	(	(	PUNCT
cet-1029	99	12	1)ik	1)ik	NUM
cet-1029	99	13	ik	ik	PROPN
cet-1029	99	14	ikx	ikx	PROPN
cet-1029	99	15	t	t	PROPN
cet-1029	99	16	x	x	PROPN
cet-1029	99	17	t	t	PROPN
cet-1029	99	18	v	v	NUM
cet-1029	99	19	t+	t+	NOUN
cet-1029	100	1	=	=	PUNCT
cet-1029	101	1	+	+	CCONJ
cet-1029	101	2	+	+	CCONJ
cet-1029	101	3	(	(	PUNCT
cet-1029	101	4	6	6	NUM
cet-1029	101	5	)	)	PUNCT
cet-1029	101	6	where	where	SCONJ
cet-1029	101	7	,	,	PUNCT
cet-1029	101	8	c1	c1	PROPN
cet-1029	101	9	and	and	CCONJ
cet-1029	101	10	c2	c2	PROPN
cet-1029	101	11	are	be	AUX
cet-1029	101	12	acceleration	acceleration	NOUN
cet-1029	101	13	constants	constant	NOUN
cet-1029	101	14	.	.	PUNCT
cet-1029	102	1	r1	r1	PROPN
cet-1029	102	2	and	and	CCONJ
cet-1029	102	3	r2	r2	PROPN
cet-1029	102	4	are	be	AUX
cet-1029	102	5	the	the	DET
cet-1029	102	6	random	random	ADJ
cet-1029	102	7	number	number	NOUN
cet-1029	102	8	in	in	ADP
cet-1029	102	9	[	[	X
cet-1029	102	10	0,1	0,1	NUM
cet-1029	102	11	]	]	PUNCT
cet-1029	102	12	.	.	PUNCT
cet-1029	103	1	the	the	DET
cet-1029	103	2	value	value	NOUN
cet-1029	103	3	of	of	ADP
cet-1029	103	4	i	i	PRON
cet-1029	103	5	is	be	AUX
cet-1029	103	6	[	[	X
cet-1029	103	7	1	1	NUM
cet-1029	103	8	,	,	PUNCT
cet-1029	103	9	m	m	PRON
cet-1029	103	10	]	]	X
cet-1029	103	11	.	.	PUNCT
cet-1029	104	1	m	m	PROPN
cet-1029	104	2	is	be	AUX
cet-1029	104	3	number	number	NOUN
cet-1029	104	4	size	size	NOUN
cet-1029	104	5	of	of	ADP
cet-1029	104	6	population	population	NOUN
cet-1029	104	7	.	.	PUNCT
cet-1029	105	1	the	the	DET
cet-1029	105	2	update	update	NOUN
cet-1029	105	3	of	of	ADP
cet-1029	105	4	speed	speed	NOUN
cet-1029	105	5	and	and	CCONJ
cet-1029	105	6	location	location	NOUN
cet-1029	105	7	is	be	AUX
cet-1029	105	8	one	one	NUM
cet-1029	105	9	generation	generation	NOUN
cet-1029	105	10	update	update	NOUN
cet-1029	105	11	.	.	PUNCT
cet-1029	106	1	when	when	SCONJ
cet-1029	106	2	the	the	DET
cet-1029	106	3	speed	speed	NOUN
cet-1029	106	4	v	v	NOUN
cet-1029	106	5	of	of	ADP
cet-1029	106	6	the	the	DET
cet-1029	106	7	particle	particle	NOUN
cet-1029	106	8	exceeds	exceed	VERB
cet-1029	106	9	the	the	DET
cet-1029	106	10	upper	upper	ADJ
cet-1029	106	11	limit	limit	NOUN
cet-1029	106	12	speed	speed	NOUN
cet-1029	106	13	,	,	PUNCT
cet-1029	106	14	the	the	DET
cet-1029	106	15	particle	particle	NOUN
cet-1029	106	16	velocity	velocity	NOUN
cet-1029	106	17	is	be	AUX
cet-1029	106	18	resetting	reset	VERB
cet-1029	106	19	.	.	PUNCT
cet-1029	107	1	similarly	similarly	ADV
cet-1029	107	2	,	,	PUNCT
cet-1029	107	3	the	the	DET
cet-1029	107	4	lower	low	ADJ
cet-1029	107	5	limit	limit	NOUN
cet-1029	107	6	velocity	velocity	NOUN
cet-1029	107	7	can	can	AUX
cet-1029	107	8	be	be	AUX
cet-1029	107	9	set	set	VERB
cet-1029	107	10	.	.	PUNCT
cet-1029	108	1	when	when	SCONJ
cet-1029	108	2	the	the	DET
cet-1029	108	3	particle	particle	NOUN
cet-1029	108	4	velocity	velocity	NOUN
cet-1029	108	5	is	be	AUX
cet-1029	108	6	lower	low	ADJ
cet-1029	108	7	than	than	ADP
cet-1029	108	8	this	this	DET
cet-1029	108	9	velocity	velocity	NOUN
cet-1029	108	10	,	,	PUNCT
cet-1029	108	11	the	the	DET
cet-1029	108	12	particle	particle	NOUN
cet-1029	108	13	velocity	velocity	NOUN
cet-1029	108	14	will	will	AUX
cet-1029	108	15	be	be	AUX
cet-1029	108	16	reset	reset	VERB
cet-1029	108	17	.	.	PUNCT
cet-1029	109	1	the	the	DET
cet-1029	109	2	inertia	inertia	NOUN
cet-1029	109	3	weight	weight	NOUN
cet-1029	109	4	w	w	NOUN
cet-1029	109	5	is	be	AUX
cet-1029	109	6	to	to	ADP
cet-1029	109	7	maintaining	maintain	VERB
cet-1029	109	8	the	the	DET
cet-1029	109	9	motion	motion	NOUN
cet-1029	109	10	inertia	inertia	NOUN
cet-1029	109	11	of	of	ADP
cet-1029	109	12	particles	particle	NOUN
cet-1029	109	13	in	in	ADP
cet-1029	109	14	particle	particle	NOUN
cet-1029	109	15	swarm	swarm	NOUN
cet-1029	109	16	.	.	PUNCT
cet-1029	110	1	this	this	DET
cet-1029	110	2	inertia	inertia	NOUN
cet-1029	110	3	also	also	ADV
cet-1029	110	4	allows	allow	VERB
cet-1029	110	5	the	the	DET
cet-1029	110	6	particles	particle	NOUN
cet-1029	110	7	to	to	PART
cet-1029	110	8	have	have	VERB
cet-1029	110	9	a	a	DET
cet-1029	110	10	wider	wide	ADJ
cet-1029	110	11	range	range	NOUN
cet-1029	110	12	of	of	ADP
cet-1029	110	13	search	search	NOUN
cet-1029	110	14	capabilities	capability	NOUN
cet-1029	110	15	.	.	PUNCT
cet-1029	111	1	the	the	DET
cet-1029	111	2	inertia	inertia	NOUN
cet-1029	111	3	weight	weight	NOUN
cet-1029	111	4	w	w	NOUN
cet-1029	111	5	is	be	AUX
cet-1029	111	6	beneficial	beneficial	ADJ
cet-1029	111	7	to	to	ADP
cet-1029	111	8	the	the	DET
cet-1029	111	9	search	search	NOUN
cet-1029	111	10	of	of	ADP
cet-1029	111	11	particles	particle	NOUN
cet-1029	111	12	.	.	PUNCT
cet-1029	112	1	with	with	ADP
cet-1029	112	2	the	the	DET
cet-1029	112	3	evolution	evolution	NOUN
cet-1029	112	4	process	process	NOUN
cet-1029	112	5	,	,	PUNCT
cet-1029	112	6	the	the	PRON
cet-1029	112	7	smaller	small	ADJ
cet-1029	112	8	the	the	DET
cet-1029	112	9	weight	weight	NOUN
cet-1029	112	10	is	be	AUX
cet-1029	112	11	,	,	PUNCT
cet-1029	112	12	the	the	PRON
cet-1029	112	13	better	well	ADJ
cet-1029	112	14	the	the	DET
cet-1029	112	15	optimization	optimization	NOUN
cet-1029	112	16	is	be	AUX
cet-1029	112	17	.	.	PUNCT
cet-1029	113	1	therefore	therefore	ADV
cet-1029	113	2	,	,	PUNCT
cet-1029	113	3	the	the	DET
cet-1029	113	4	linear	linear	ADJ
cet-1029	113	5	change	change	NOUN
cet-1029	113	6	inertia	inertia	NOUN
cet-1029	113	7	weight	weight	NOUN
cet-1029	113	8	is	be	AUX
cet-1029	113	9	adopted	adopt	VERB
cet-1029	113	10	.	.	PUNCT
cet-1029	114	1	the	the	DET
cet-1029	114	2	updating	update	VERB
cet-1029	114	3	formula	formula	NOUN
cet-1029	114	4	of	of	ADP
cet-1029	114	5	inertia	inertia	NOUN
cet-1029	114	6	weight	weight	NOUN
cet-1029	114	7	w	w	NOUN
cet-1029	114	8	is	be	AUX
cet-1029	114	9	as	as	SCONJ
cet-1029	114	10	follows	follow	VERB
cet-1029	114	11	.	.	PUNCT
cet-1029	115	1	max	max	PROPN
cet-1029	115	2	min	min	PROPN
cet-1029	115	3	max	max	PROPN
cet-1029	115	4	max	max	PROPN
cet-1029	115	5	(	(	PUNCT
cet-1029	115	6	)	)	PUNCT
cet-1029	115	7	w	w	PROPN
cet-1029	115	8	w	w	PROPN
cet-1029	115	9	w	w	PROPN
cet-1029	115	10	t	t	PROPN
cet-1029	115	11	w	w	PROPN
cet-1029	115	12	t	t	PROPN
cet-1029	115	13	t	t	NOUN
cet-1029	115	14	−	−	PROPN
cet-1029	115	15	=	=	SYM
cet-1029	115	16	−	−	PROPN
cet-1029	115	17	⋅	⋅	X
cet-1029	115	18	(	(	PUNCT
cet-1029	115	19	7	7	NUM
cet-1029	115	20	)	)	PUNCT
cet-1029	115	21	in	in	ADP
cet-1029	115	22	the	the	DET
cet-1029	115	23	formula	formula	NOUN
cet-1029	115	24	,	,	PUNCT
cet-1029	115	25	wmax	wmax	PROPN
cet-1029	115	26	refers	refer	VERB
cet-1029	115	27	to	to	ADP
cet-1029	115	28	the	the	DET
cet-1029	115	29	maximum	maximum	ADJ
cet-1029	115	30	rate	rate	NOUN
cet-1029	115	31	of	of	ADP
cet-1029	115	32	particles	particle	NOUN
cet-1029	115	33	in	in	ADP
cet-1029	115	34	a	a	DET
cet-1029	115	35	particle	particle	NOUN
cet-1029	115	36	swarm	swarm	NOUN
cet-1029	115	37	.	.	PUNCT
cet-1029	116	1	the	the	DET
cet-1029	116	2	minimum	minimum	ADJ
cet-1029	116	3	rate	rate	NOUN
cet-1029	116	4	of	of	ADP
cet-1029	116	5	particles	particle	NOUN
cet-1029	116	6	is	be	AUX
cet-1029	116	7	wmin	wmin	VERB
cet-1029	116	8	.	.	PUNCT
cet-1029	117	1	tmax	tmax	PROPN
cet-1029	117	2	is	be	AUX
cet-1029	117	3	the	the	DET
cet-1029	117	4	maximum	maximum	ADJ
cet-1029	117	5	evolutionary	evolutionary	ADJ
cet-1029	117	6	algebra	algebra	NOUN
cet-1029	117	7	of	of	ADP
cet-1029	117	8	the	the	DET
cet-1029	117	9	particle	particle	NOUN
cet-1029	117	10	swarm	swarm	NOUN
cet-1029	117	11	optimization	optimization	NOUN
cet-1029	117	12	algorithm	algorithm	NOUN
cet-1029	117	13	.	.	PUNCT
cet-1029	118	1	the	the	DET
cet-1029	118	2	normal	normal	ADJ
cet-1029	118	3	pso	pso	NOUN
cet-1029	118	4	optimizing	optimize	VERB
cet-1029	118	5	bp	bp	PROPN
cet-1029	118	6	network	network	NOUN
cet-1029	118	7	method	method	NOUN
cet-1029	118	8	is	be	AUX
cet-1029	118	9	using	use	VERB
cet-1029	118	10	the	the	DET
cet-1029	118	11	effect	effect	NOUN
cet-1029	118	12	of	of	ADP
cet-1029	118	13	particle	particle	NOUN
cet-1029	118	14	swarm	swarm	NOUN
cet-1029	118	15	optimization	optimization	NOUN
cet-1029	118	16	.	.	PUNCT
cet-1029	119	1	however	however	ADV
cet-1029	119	2	,	,	PUNCT
cet-1029	119	3	it	it	PRON
cet-1029	119	4	does	do	AUX
cet-1029	119	5	not	not	PART
cet-1029	119	6	take	take	VERB
cet-1029	119	7	advantage	advantage	NOUN
cet-1029	119	8	of	of	ADP
cet-1029	119	9	multilayer	multilayer	ADJ
cet-1029	119	10	feedforward	feedforward	NOUN
cet-1029	119	11	reverse	reverse	ADJ
cet-1029	119	12	propagation	propagation	NOUN
cet-1029	119	13	characteristics	characteristic	NOUN
cet-1029	119	14	of	of	ADP
cet-1029	119	15	the	the	DET
cet-1029	119	16	bp	bp	PROPN
cet-1029	119	17	network	network	NOUN
cet-1029	119	18	.	.	PUNCT
cet-1029	120	1	in	in	ADP
cet-1029	120	2	this	this	DET
cet-1029	120	3	paper	paper	NOUN
cet-1029	120	4	,	,	PUNCT
cet-1029	120	5	we	we	PRON
cet-1029	120	6	improve	improve	VERB
cet-1029	120	7	this	this	DET
cet-1029	120	8	problem	problem	NOUN
cet-1029	120	9	and	and	CCONJ
cet-1029	120	10	propose	propose	VERB
cet-1029	120	11	the	the	DET
cet-1029	120	12	improved	improved	ADJ
cet-1029	120	13	pso	pso	NOUN
cet-1029	120	14	algorithm	algorithm	NOUN
cet-1029	120	15	.	.	PUNCT
cet-1029	121	1	the	the	DET
cet-1029	121	2	formula	formula	NOUN
cet-1029	121	3	for	for	ADP
cet-1029	121	4	the	the	DET
cet-1029	121	5	position	position	NOUN
cet-1029	121	6	change	change	NOUN
cet-1029	121	7	of	of	ADP
cet-1029	121	8	particles	particle	NOUN
cet-1029	121	9	in	in	ADP
cet-1029	121	10	a	a	DET
cet-1029	121	11	particle	particle	NOUN
cet-1029	121	12	swarm	swarm	NOUN
cet-1029	121	13	is	be	AUX
cet-1029	121	14	as	as	SCONJ
cet-1029	121	15	follows	follow	VERB
cet-1029	121	16	.	.	PUNCT
cet-1029	122	1	1383	1383	NUM
cet-1029	122	2	1	1	NUM
cet-1029	122	3	1	1	NUM
cet-1029	122	4	2	2	NUM
cet-1029	122	5	2	2	NUM
cet-1029	122	6	3	3	NUM
cet-1029	122	7	3	3	NUM
cet-1029	122	8	4	4	NUM
cet-1029	122	9	(	(	PUNCT
cet-1029	122	10	)	)	PUNCT
cet-1029	122	11	(	(	PUNCT
cet-1029	122	12	1	1	NUM
cet-1029	122	13	)	)	PUNCT
cet-1029	122	14	,	,	PUNCT
cet-1029	122	15	(	(	PUNCT
cet-1029	122	16	0	0	NUM
cet-1029	122	17	,	,	PUNCT
cet-1029	122	18	]	]	PUNCT
cet-1029	122	19	(	(	PUNCT
cet-1029	122	20	)	)	PUNCT
cet-1029	122	21	(	(	PUNCT
cet-1029	122	22	1	1	NUM
cet-1029	122	23	)	)	PUNCT
cet-1029	122	24	,	,	PUNCT
cet-1029	122	25	(	(	PUNCT
cet-1029	122	26	,	,	PUNCT
cet-1029	122	27	]	]	X
cet-1029	122	28	(	(	PUNCT
cet-1029	122	29	1	1	X
cet-1029	122	30	)	)	PUNCT
cet-1029	122	31	(	(	PUNCT
cet-1029	122	32	)	)	PUNCT
cet-1029	122	33	(	(	PUNCT
cet-1029	122	34	1	1	NUM
cet-1029	122	35	)	)	PUNCT
cet-1029	122	36	,	,	PUNCT
cet-1029	122	37	(	(	PUNCT
cet-1029	122	38	,	,	PUNCT
cet-1029	122	39	]	]	X
cet-1029	122	40	(	(	PUNCT
cet-1029	122	41	)	)	PUNCT
cet-1029	122	42	(	(	PUNCT
cet-1029	122	43	1	1	NUM
cet-1029	122	44	)	)	PUNCT
cet-1029	122	45	,	,	PUNCT
cet-1029	122	46	(	(	PUNCT
cet-1029	122	47	,	,	PUNCT
cet-1029	122	48	]	]	PUNCT
cet-1029	122	49	ik	ik	PROPN
cet-1029	122	50	ik	ik	PROPN
cet-1029	122	51	j	j	PROPN
cet-1029	122	52	ik	ik	PROPN
cet-1029	122	53	ik	ik	PROPN
cet-1029	122	54	i	i	PROPN
cet-1029	122	55	ik	ik	PROPN
cet-1029	122	56	ik	ik	PROPN
cet-1029	122	57	ik	ik	PROPN
cet-1029	122	58	j	j	PROPN
cet-1029	122	59	ik	ik	PROPN
cet-1029	122	60	ik	ik	PROPN
cet-1029	122	61	i	i	PROPN
cet-1029	122	62	x	x	PROPN
cet-1029	122	63	t	t	NOUN
cet-1029	122	64	v	v	X
cet-1029	122	65	t	t	PROPN
cet-1029	123	1	h	h	NOUN
cet-1029	124	1	k	k	NOUN
cet-1029	124	2	i	i	PRON
cet-1029	124	3	x	x	PROPN
cet-1029	125	1	t	t	NOUN
cet-1029	125	2	v	v	X
cet-1029	125	3	t	t	PROPN
cet-1029	126	1	z	z	PROPN
cet-1029	126	2	k	k	NOUN
cet-1029	127	1	i	i	PRON
cet-1029	127	2	i	i	INTJ
cet-1029	127	3	x	x	VERB
cet-1029	127	4	t	t	NOUN
cet-1029	127	5	x	x	SYM
cet-1029	127	6	t	t	PROPN
cet-1029	127	7	v	v	NOUN
cet-1029	127	8	t	t	PROPN
cet-1029	128	1	h	h	NOUN
cet-1029	129	1	k	k	NOUN
cet-1029	129	2	i	i	PRON
cet-1029	130	1	i	i	INTJ
cet-1029	130	2	x	x	PROPN
cet-1029	131	1	t	t	NOUN
cet-1029	131	2	v	v	X
cet-1029	131	3	t	t	PROPN
cet-1029	132	1	z	z	PROPN
cet-1029	132	2	k	k	PROPN
cet-1029	133	1	i	i	PRON
cet-1029	133	2	i	i	PROPN
cet-1029	133	3	η	η	PROPN
cet-1029	133	4	η	η	PROPN
cet-1029	133	5	δ	δ	PROPN
cet-1029	133	6	σ	σ	PROPN
cet-1029	134	1	+	+	X
cet-1029	134	2	+	+	CCONJ
cet-1029	134	3	+	+	CCONJ
cet-1029	134	4	∈	∈	ADJ
cet-1029	134	5			NOUN
cet-1029	134	6	+	+	NOUN
cet-1029	134	7	+	+	CCONJ
cet-1029	134	8	+	+	NUM
cet-1029	134	9	∈+	∈+	NOUN
cet-1029	134	10	=	=	PUNCT
cet-1029	134	11			NUM
cet-1029	134	12	+	+	PUNCT
cet-1029	135	1	+	+	PUNCT
cet-1029	135	2	+	+	NOUN
cet-1029	135	3	∈	∈	ADJ
cet-1029	135	4			NOUN
cet-1029	135	5	+	+	NOUN
cet-1029	135	6	+	+	CCONJ
cet-1029	135	7	+	+	CCONJ
cet-1029	135	8	∈	∈	X
cet-1029	135	9	(	(	PUNCT
cet-1029	135	10	8)	8)	NUM
cet-1029	135	11	according	accord	VERB
cet-1029	135	12	to	to	ADP
cet-1029	135	13	the	the	DET
cet-1029	135	14	feedback	feedback	NOUN
cet-1029	135	15	network	network	NOUN
cet-1029	135	16	of	of	ADP
cet-1029	135	17	the	the	DET
cet-1029	135	18	k	k	PROPN
cet-1029	135	19	particle	particle	NOUN
cet-1029	135	20	,	,	PUNCT
cet-1029	135	21	we	we	PRON
cet-1029	135	22	change	change	VERB
cet-1029	135	23	the	the	DET
cet-1029	135	24	positions	position	NOUN
cet-1029	135	25	of	of	ADP
cet-1029	135	26	different	different	ADJ
cet-1029	135	27	particles	particle	NOUN
cet-1029	135	28	.	.	PUNCT
cet-1029	136	1	among	among	ADP
cet-1029	136	2	them	they	PRON
cet-1029	136	3	,	,	PUNCT
cet-1029	136	4	i1	i1	PROPN
cet-1029	136	5	=	=	SYM
cet-1029	136	6	l	l	PROPN
cet-1029	136	7	,	,	PUNCT
cet-1029	136	8	i2	i2	PROPN
cet-1029	136	9	=	=	SYM
cet-1029	136	10	i1+l⋅m	i1+l⋅m	NOUN
cet-1029	136	11	,	,	PUNCT
cet-1029	136	12	i3	i3	NOUN
cet-1029	136	13	=	=	SYM
cet-1029	136	14	l2+n	l2+n	NOUN
cet-1029	136	15	,	,	PUNCT
cet-1029	136	16	and	and	CCONJ
cet-1029	136	17	i4	i4	PROPN
cet-1029	136	18	=	=	NOUN
cet-1029	136	19	i3+l⋅m	i3+l⋅m	NOUN
cet-1029	136	20	.	.	PUNCT
cet-1029	137	1	n	n	PRON
cet-1029	137	2	is	be	AUX
cet-1029	137	3	the	the	DET
cet-1029	137	4	node	node	ADJ
cet-1029	137	5	number	number	NOUN
cet-1029	137	6	of	of	ADP
cet-1029	137	7	the	the	DET
cet-1029	137	8	input	input	NOUN
cet-1029	137	9	layer	layer	NOUN
cet-1029	137	10	,	,	PUNCT
cet-1029	137	11	l	l	NOUN
cet-1029	137	12	is	be	AUX
cet-1029	137	13	that	that	PRON
cet-1029	137	14	of	of	ADP
cet-1029	137	15	the	the	DET
cet-1029	137	16	hidden	hide	VERB
cet-1029	137	17	layer	layer	NOUN
cet-1029	137	18	and	and	CCONJ
cet-1029	137	19	m	m	NOUN
cet-1029	137	20	is	be	AUX
cet-1029	137	21	the	the	DET
cet-1029	137	22	one	one	NUM
cet-1029	137	23	of	of	ADP
cet-1029	137	24	the	the	DET
cet-1029	137	25	output	output	NOUN
cet-1029	137	26	layer	layer	NOUN
cet-1029	137	27	.	.	PUNCT
cet-1029	138	1	η	η	PROPN
cet-1029	138	2	is	be	AUX
cet-1029	138	3	learning	learn	VERB
cet-1029	138	4	rate	rate	NOUN
cet-1029	138	5	of	of	ADP
cet-1029	138	6	bp	bp	PROPN
cet-1029	138	7	neural	neural	ADJ
cet-1029	138	8	network	network	NOUN
cet-1029	138	9	.	.	PUNCT
cet-1029	139	1	hj	hj	PROPN
cet-1029	139	2	is	be	AUX
cet-1029	139	3	output	output	NOUN
cet-1029	139	4	quantity	quantity	NOUN
cet-1029	139	5	of	of	ADP
cet-1029	139	6	hidden	hide	VERB
cet-1029	139	7	layer	layer	NOUN
cet-1029	139	8	nodes	node	NOUN
cet-1029	139	9	.	.	PUNCT
cet-1029	140	1	zi	zi	NOUN
cet-1029	140	2	is	be	AUX
cet-1029	140	3	input	input	ADJ
cet-1029	140	4	quantity	quantity	NOUN
cet-1029	140	5	of	of	ADP
cet-1029	140	6	the	the	DET
cet-1029	140	7	input	input	NOUN
cet-1029	140	8	layer	layer	NOUN
cet-1029	140	9	node	node	PROPN
cet-1029	140	10	..	..	PUNCT
cet-1029	141	1	σ	σ	NOUN
cet-1029	141	2	is	be	AUX
cet-1029	141	3	the	the	DET
cet-1029	141	4	error	error	NOUN
cet-1029	141	5	signal	signal	NOUN
cet-1029	141	6	between	between	ADP
cet-1029	141	7	the	the	DET
cet-1029	141	8	input	input	NOUN
cet-1029	141	9	layer	layer	NOUN
cet-1029	141	10	and	and	CCONJ
cet-1029	141	11	the	the	DET
cet-1029	141	12	hidden	hide	VERB
cet-1029	141	13	layer	layer	NOUN
cet-1029	141	14	node	node	NOUN
cet-1029	141	15	and	and	CCONJ
cet-1029	141	16	δ	δ	PROPN
cet-1029	141	17	is	be	AUX
cet-1029	141	18	the	the	DET
cet-1029	141	19	one	one	NUM
cet-1029	141	20	between	between	ADP
cet-1029	141	21	the	the	DET
cet-1029	141	22	hidden	hide	VERB
cet-1029	141	23	layer	layer	NOUN
cet-1029	141	24	and	and	CCONJ
cet-1029	141	25	the	the	DET
cet-1029	141	26	output	output	NOUN
cet-1029	141	27	layer	layer	NOUN
cet-1029	141	28	the	the	DET
cet-1029	141	29	individual	individual	ADJ
cet-1029	141	30	extreme	extreme	ADJ
cet-1029	141	31	value	value	NOUN
cet-1029	141	32	updating	update	VERB
cet-1029	141	33	formula	formula	NOUN
cet-1029	141	34	of	of	ADP
cet-1029	141	35	particles	particle	NOUN
cet-1029	141	36	is	be	AUX
cet-1029	141	37	,	,	PUNCT
cet-1029	141	38	(	(	PUNCT
cet-1029	141	39	1	1	NUM
cet-1029	141	40	)	)	PUNCT
cet-1029	141	41	,	,	PUNCT
cet-1029	141	42	(	(	PUNCT
cet-1029	141	43	(	(	PUNCT
cet-1029	141	44	1	1	NUM
cet-1029	141	45	)	)	PUNCT
cet-1029	141	46	)	)	PUNCT
cet-1029	142	1	(	(	PUNCT
cet-1029	142	2	)	)	PUNCT
cet-1029	142	3	(	(	PUNCT
cet-1029	142	4	1	1	X
cet-1029	142	5	)	)	PUNCT
cet-1029	142	6	(	(	PUNCT
cet-1029	142	7	)	)	PUNCT
cet-1029	142	8	,	,	PUNCT
cet-1029	142	9	(	(	PUNCT
cet-1029	142	10	(	(	PUNCT
cet-1029	142	11	1	1	NUM
cet-1029	142	12	)	)	PUNCT
cet-1029	142	13	)	)	PUNCT
cet-1029	142	14	(	(	PUNCT
cet-1029	142	15	)	)	PUNCT
cet-1029	142	16	ik	ik	PROPN
cet-1029	142	17	ik	ik	PROPN
cet-1029	142	18	ik	ik	PROPN
cet-1029	142	19	ik	ik	PROPN
cet-1029	142	20	ik	ik	PROPN
cet-1029	142	21	ik	ik	PROPN
cet-1029	142	22	ik	ik	PROPN
cet-1029	142	23	x	x	PROPN
cet-1029	143	1	t	t	PROPN
cet-1029	143	2	f	f	X
cet-1029	143	3	x	x	X
cet-1029	143	4	t	t	NOUN
cet-1029	143	5	f	f	PROPN
cet-1029	144	1	p	p	X
cet-1029	144	2	p	p	PROPN
cet-1029	144	3	t	t	PROPN
cet-1029	144	4	p	p	NOUN
cet-1029	144	5	t	t	PROPN
cet-1029	145	1	f	f	X
cet-1029	145	2	x	x	SYM
cet-1029	145	3	t	t	NOUN
cet-1029	145	4	f	f	X
cet-1029	146	1	p	p	X
cet-1029	147	1	+	+	PROPN
cet-1029	147	2	+	+	CCONJ
cet-1029	147	3	≤	≤	X
cet-1029	148	1	+	+	CCONJ
cet-1029	148	2	=	=	PUNCT
cet-1029	149	1			NUM
cet-1029	149	2	+	+	CCONJ
cet-1029	149	3	>	>	X
cet-1029	149	4			PROPN
cet-1029	149	5	(	(	PUNCT
cet-1029	149	6	9	9	NUM
cet-1029	149	7	)	)	PUNCT
cet-1029	149	8	where	where	SCONJ
cet-1029	149	9	,	,	PUNCT
cet-1029	149	10	2	2	NUM
cet-1029	149	11	1	1	NUM
cet-1029	149	12	1	1	NUM
cet-1029	149	13	(	(	PUNCT
cet-1029	149	14	)	)	PUNCT
cet-1029	149	15	n	n	CCONJ
cet-1029	150	1	i	i	PRON
cet-1029	150	2	i	i	INTJ
cet-1029	151	1	i	i	PRON
cet-1029	151	2	f	f	NOUN
cet-1029	152	1	o	o	X
cet-1029	152	2	t	t	NOUN
cet-1029	152	3	n	n	NOUN
cet-1029	152	4	=	=	SYM
cet-1029	152	5	=	=	SYM
cet-1029	152	6	−	−	NOUN
cet-1029	152	7	(	(	PUNCT
cet-1029	152	8	10	10	NUM
cet-1029	152	9	)	)	PUNCT
cet-1029	152	10	specific	specific	ADJ
cet-1029	152	11	steps	step	NOUN
cet-1029	152	12	are	be	AUX
cet-1029	152	13	shown	show	VERB
cet-1029	152	14	in	in	ADP
cet-1029	152	15	the	the	DET
cet-1029	152	16	following	follow	VERB
cet-1029	152	17	picture	picture	NOUN
cet-1029	152	18	figure	figure	NOUN
cet-1029	152	19	3	3	NUM
cet-1029	152	20	:	:	PUNCT
cet-1029	152	21	supply	supply	NOUN
cet-1029	152	22	chain	chain	NOUN
cet-1029	152	23	risk	risk	NOUN
cet-1029	152	24	early	early	ADJ
cet-1029	152	25	warning	warning	NOUN
cet-1029	152	26	steps	step	NOUN
cet-1029	152	27	the	the	DET
cet-1029	152	28	judgment	judgment	NOUN
cet-1029	152	29	condition	condition	NOUN
cet-1029	152	30	is	be	AUX
cet-1029	152	31	the	the	DET
cet-1029	152	32	number	number	NOUN
cet-1029	152	33	of	of	ADP
cet-1029	152	34	evolutionary	evolutionary	ADJ
cet-1029	152	35	times	time	NOUN
cet-1029	152	36	being	be	AUX
cet-1029	152	37	greater	great	ADJ
cet-1029	152	38	than	than	ADP
cet-1029	152	39	the	the	DET
cet-1029	152	40	maximum	maximum	ADJ
cet-1029	152	41	number	number	NOUN
cet-1029	152	42	of	of	ADP
cet-1029	152	43	evolutionary	evolutionary	ADJ
cet-1029	152	44	times	time	NOUN
cet-1029	152	45	or	or	CCONJ
cet-1029	152	46	the	the	DET
cet-1029	152	47	output	output	NOUN
cet-1029	152	48	result	result	NOUN
cet-1029	152	49	being	be	AUX
cet-1029	152	50	less	less	ADJ
cet-1029	152	51	than	than	ADP
cet-1029	152	52	the	the	DET
cet-1029	152	53	predetermined	predetermined	ADJ
cet-1029	152	54	precision	precision	NOUN
cet-1029	152	55	.	.	PUNCT
cet-1029	153	1	4	4	X
cet-1029	153	2	.	.	X
cet-1029	153	3	experiment	experiment	NOUN
cet-1029	153	4	in	in	ADP
cet-1029	153	5	order	order	NOUN
cet-1029	153	6	to	to	PART
cet-1029	153	7	research	research	VERB
cet-1029	153	8	the	the	DET
cet-1029	153	9	risk	risk	NOUN
cet-1029	153	10	early	early	ADJ
cet-1029	153	11	warning	warning	NOUN
cet-1029	153	12	of	of	ADP
cet-1029	153	13	the	the	DET
cet-1029	153	14	chemical	chemical	NOUN
cet-1029	153	15	supply	supply	NOUN
cet-1029	153	16	chain	chain	NOUN
cet-1029	153	17	,	,	PUNCT
cet-1029	153	18	we	we	PRON
cet-1029	153	19	need	need	AUX
cet-1029	153	20	establish	establish	VERB
cet-1029	153	21	the	the	DET
cet-1029	153	22	evaluation	evaluation	NOUN
cet-1029	153	23	index	index	NOUN
cet-1029	153	24	firstly	firstly	ADV
cet-1029	153	25	.	.	PUNCT
cet-1029	154	1	the	the	DET
cet-1029	154	2	following	follow	VERB
cet-1029	154	3	principles	principle	NOUN
cet-1029	154	4	should	should	AUX
cet-1029	154	5	be	be	AUX
cet-1029	154	6	followed	follow	VERB
cet-1029	154	7	in	in	ADP
cet-1029	154	8	the	the	DET
cet-1029	154	9	selection	selection	NOUN
cet-1029	154	10	of	of	ADP
cet-1029	154	11	the	the	DET
cet-1029	154	12	early	early	ADJ
cet-1029	154	13	warning	warning	NOUN
cet-1029	154	14	indicators	indicator	NOUN
cet-1029	154	15	for	for	ADP
cet-1029	154	16	chemical	chemical	ADJ
cet-1029	154	17	supply	supply	NOUN
cet-1029	154	18	chain	chain	NOUN
cet-1029	154	19	.	.	PUNCT
cet-1029	155	1	(	(	PUNCT
cet-1029	155	2	1	1	NUM
cet-1029	155	3	)	)	PUNCT
cet-1029	155	4	.	.	PUNCT
cet-1029	156	1	sensitivity	sensitivity	NOUN
cet-1029	156	2	principle	principle	NOUN
cet-1029	156	3	.	.	PUNCT
cet-1029	157	1	chemical	chemical	ADJ
cet-1029	157	2	risk	risk	NOUN
cet-1029	157	3	early	early	ADJ
cet-1029	157	4	warning	warning	NOUN
cet-1029	157	5	indicator	indicator	NOUN
cet-1029	157	6	system	system	NOUN
cet-1029	157	7	can	can	AUX
cet-1029	157	8	reflect	reflect	VERB
cet-1029	157	9	all	all	DET
cet-1029	157	10	kinds	kind	NOUN
cet-1029	157	11	of	of	ADP
cet-1029	157	12	risks	risk	NOUN
cet-1029	157	13	while	while	SCONJ
cet-1029	157	14	reflecting	reflect	VERB
cet-1029	157	15	the	the	DET
cet-1029	157	16	real	real	ADJ
cet-1029	157	17	situation	situation	NOUN
cet-1029	157	18	of	of	ADP
cet-1029	157	19	supply	supply	NOUN
cet-1029	157	20	chain	chain	NOUN
cet-1029	157	21	risk	risk	NOUN
cet-1029	157	22	accurately	accurately	ADV
cet-1029	157	23	and	and	CCONJ
cet-1029	157	24	sensitively	sensitively	ADV
cet-1029	157	25	.	.	PUNCT
cet-1029	158	1	(	(	PUNCT
cet-1029	158	2	2	2	NUM
cet-1029	158	3	)	)	PUNCT
cet-1029	158	4	.	.	PUNCT
cet-1029	159	1	flexibility	flexibility	NOUN
cet-1029	159	2	principle	principle	NOUN
cet-1029	159	3	.	.	PUNCT
cet-1029	160	1	the	the	DET
cet-1029	160	2	chemical	chemical	ADJ
cet-1029	160	3	risk	risk	NOUN
cet-1029	160	4	early	early	ADJ
cet-1029	160	5	warning	warning	NOUN
cet-1029	160	6	indicator	indicator	NOUN
cet-1029	160	7	system	system	NOUN
cet-1029	160	8	has	have	VERB
cet-1029	160	9	certain	certain	ADJ
cet-1029	160	10	flexibility	flexibility	NOUN
cet-1029	160	11	which	which	PRON
cet-1029	160	12	reflecting	reflect	VERB
cet-1029	160	13	the	the	DET
cet-1029	160	14	most	most	ADV
cet-1029	160	15	essential	essential	ADJ
cet-1029	160	16	and	and	CCONJ
cet-1029	160	17	important	important	ADJ
cet-1029	160	18	condition	condition	NOUN
cet-1029	160	19	of	of	ADP
cet-1029	160	20	the	the	DET
cet-1029	160	21	chemical	chemical	NOUN
cet-1029	160	22	supply	supply	NOUN
cet-1029	160	23	chain	chain	NOUN
cet-1029	160	24	.	.	PUNCT
cet-1029	161	1	1384	1384	NUM
cet-1029	161	2	3	3	X
cet-1029	161	3	.	.	PUNCT
cet-1029	161	4	comprehensive	comprehensive	ADJ
cet-1029	161	5	principle	principle	NOUN
cet-1029	161	6	.	.	PUNCT
cet-1029	162	1	there	there	PRON
cet-1029	162	2	are	be	VERB
cet-1029	162	3	many	many	ADJ
cet-1029	162	4	factors	factor	NOUN
cet-1029	162	5	that	that	PRON
cet-1029	162	6	affect	affect	VERB
cet-1029	162	7	the	the	DET
cet-1029	162	8	chemical	chemical	NOUN
cet-1029	162	9	supply	supply	NOUN
cet-1029	162	10	chain	chain	NOUN
cet-1029	162	11	.	.	PUNCT
cet-1029	163	1	therefore	therefore	ADV
cet-1029	163	2	,	,	PUNCT
cet-1029	163	3	chemical	chemical	ADJ
cet-1029	163	4	risk	risk	NOUN
cet-1029	163	5	early	early	ADJ
cet-1029	163	6	warning	warning	NOUN
cet-1029	163	7	indicator	indicator	NOUN
cet-1029	163	8	system	system	NOUN
cet-1029	163	9	can	can	AUX
cet-1029	163	10	not	not	PART
cet-1029	163	11	only	only	ADV
cet-1029	163	12	reflect	reflect	VERB
cet-1029	163	13	the	the	DET
cet-1029	163	14	chemical	chemical	NOUN
cet-1029	163	15	supply	supply	NOUN
cet-1029	163	16	chain	chain	NOUN
cet-1029	163	17	risk	risk	NOUN
cet-1029	163	18	chemicals	chemical	NOUN
cet-1029	163	19	objectively	objectively	ADV
cet-1029	163	20	and	and	CCONJ
cet-1029	163	21	comprehensively	comprehensively	ADV
cet-1029	163	22	,	,	PUNCT
cet-1029	163	23	but	but	CCONJ
cet-1029	163	24	also	also	ADV
cet-1029	163	25	reveal	reveal	VERB
cet-1029	163	26	the	the	DET
cet-1029	163	27	inherent	inherent	ADJ
cet-1029	163	28	relationship	relationship	NOUN
cet-1029	163	29	among	among	ADP
cet-1029	163	30	the	the	DET
cet-1029	163	31	risk	risk	NOUN
cet-1029	163	32	of	of	ADP
cet-1029	163	33	chemical	chemical	ADJ
cet-1029	163	34	supply	supply	NOUN
cet-1029	163	35	chain	chain	NOUN
cet-1029	163	36	.	.	PUNCT
cet-1029	164	1	at	at	ADP
cet-1029	164	2	the	the	DET
cet-1029	164	3	same	same	ADJ
cet-1029	164	4	time	time	NOUN
cet-1029	164	5	,	,	PUNCT
cet-1029	164	6	it	it	PRON
cet-1029	164	7	can	can	AUX
cet-1029	164	8	reduce	reduce	VERB
cet-1029	164	9	the	the	DET
cet-1029	164	10	overlap	overlap	NOUN
cet-1029	164	11	area	area	NOUN
cet-1029	164	12	of	of	ADP
cet-1029	164	13	each	each	DET
cet-1029	164	14	indicator	indicator	NOUN
cet-1029	164	15	and	and	CCONJ
cet-1029	164	16	the	the	DET
cet-1029	164	17	correlation	correlation	NOUN
cet-1029	164	18	of	of	ADP
cet-1029	164	19	each	each	DET
cet-1029	164	20	indicator	indicator	NOUN
cet-1029	164	21	.	.	PUNCT
cet-1029	165	1	(	(	PUNCT
cet-1029	165	2	4	4	NUM
cet-1029	165	3	)	)	PUNCT
cet-1029	165	4	.	.	PUNCT
cet-1029	166	1	combination	combination	NOUN
cet-1029	166	2	of	of	ADP
cet-1029	166	3	qualitative	qualitative	ADJ
cet-1029	166	4	and	and	CCONJ
cet-1029	166	5	quantitative	quantitative	ADJ
cet-1029	166	6	indicators	indicator	NOUN
cet-1029	166	7	.	.	PUNCT
cet-1029	167	1	the	the	DET
cet-1029	167	2	combination	combination	NOUN
cet-1029	167	3	of	of	ADP
cet-1029	167	4	qualitative	qualitative	ADJ
cet-1029	167	5	and	and	CCONJ
cet-1029	167	6	quantitative	quantitative	ADJ
cet-1029	167	7	indicators	indicator	NOUN
cet-1029	167	8	is	be	AUX
cet-1029	167	9	very	very	ADV
cet-1029	167	10	important	important	ADJ
cet-1029	167	11	and	and	CCONJ
cet-1029	167	12	it	it	PRON
cet-1029	167	13	can	can	AUX
cet-1029	167	14	comprehensively	comprehensively	ADV
cet-1029	167	15	reflect	reflect	VERB
cet-1029	167	16	the	the	DET
cet-1029	167	17	current	current	ADJ
cet-1029	167	18	situation	situation	NOUN
cet-1029	167	19	and	and	CCONJ
cet-1029	167	20	trend	trend	NOUN
cet-1029	167	21	of	of	ADP
cet-1029	167	22	supply	supply	NOUN
cet-1029	167	23	chain	chain	NOUN
cet-1029	167	24	operation	operation	NOUN
cet-1029	167	25	.	.	PUNCT
cet-1029	168	1	the	the	DET
cet-1029	168	2	indicators	indicator	NOUN
cet-1029	168	3	are	be	AUX
cet-1029	168	4	as	as	SCONJ
cet-1029	168	5	follows	follow	VERB
cet-1029	168	6	.	.	PUNCT
cet-1029	169	1	table	table	NOUN
cet-1029	169	2	1	1	NUM
cet-1029	169	3	:	:	PUNCT
cet-1029	169	4	indicators	indicator	NOUN
cet-1029	169	5	of	of	ADP
cet-1029	169	6	risk	risk	NOUN
cet-1029	169	7	early	early	ADJ
cet-1029	169	8	warning	warning	NOUN
cet-1029	169	9	of	of	ADP
cet-1029	169	10	the	the	DET
cet-1029	169	11	chemical	chemical	NOUN
cet-1029	169	12	supply	supply	NOUN
cet-1029	169	13	chain	chain	NOUN
cet-1029	169	14	first	first	ADJ
cet-1029	169	15	level	level	NOUN
cet-1029	169	16	index	index	NOUN
cet-1029	169	17	second	second	ADJ
cet-1029	169	18	level	level	NOUN
cet-1029	169	19	index	index	NOUN
cet-1029	169	20	third	third	ADJ
cet-1029	169	21	level	level	NOUN
cet-1029	169	22	index	index	NOUN
cet-1029	169	23	risk	risk	NOUN
cet-1029	169	24	early	early	ADJ
cet-1029	169	25	warning	warning	NOUN
cet-1029	169	26	of	of	ADP
cet-1029	169	27	the	the	DET
cet-1029	169	28	chemical	chemical	NOUN
cet-1029	169	29	supply	supply	NOUN
cet-1029	169	30	chain	chain	NOUN
cet-1029	169	31	internal	internal	ADJ
cet-1029	169	32	risk	risk	NOUN
cet-1029	169	33	information	information	NOUN
cet-1029	169	34	risk	risk	NOUN
cet-1029	169	35	demand	demand	NOUN
cet-1029	169	36	risk	risk	NOUN
cet-1029	169	37	of	of	ADP
cet-1029	169	38	chemicals	chemical	NOUN
cet-1029	169	39	chemical	chemical	NOUN
cet-1029	169	40	quality	quality	NOUN
cet-1029	169	41	risk	risk	NOUN
cet-1029	169	42	chemical	chemical	NOUN
cet-1029	169	43	industry	industry	NOUN
cet-1029	169	44	risk	risk	NOUN
cet-1029	169	45	risk	risk	NOUN
cet-1029	169	46	of	of	ADP
cet-1029	169	47	chemical	chemical	ADJ
cet-1029	169	48	manufacturers	manufacturer	NOUN
cet-1029	169	49	risk	risk	NOUN
cet-1029	169	50	of	of	ADP
cet-1029	169	51	chemical	chemical	NOUN
cet-1029	169	52	suppliers	supplier	NOUN
cet-1029	169	53	chemical	chemical	NOUN
cet-1029	169	54	dealer	dealer	NOUN
cet-1029	169	55	risk	risk	NOUN
cet-1029	169	56	external	external	ADJ
cet-1029	169	57	risk	risk	NOUN
cet-1029	169	58	natural	natural	ADJ
cet-1029	169	59	environmental	environmental	ADJ
cet-1029	169	60	risk	risk	NOUN
cet-1029	169	61	social	social	ADJ
cet-1029	169	62	environmental	environmental	ADJ
cet-1029	169	63	risk	risk	NOUN
cet-1029	169	64	economic	economic	ADJ
cet-1029	169	65	environmental	environmental	ADJ
cet-1029	169	66	risk	risk	NOUN
cet-1029	169	67	war	war	NOUN
cet-1029	169	68	risk	risk	NOUN
cet-1029	169	69	policy	policy	NOUN
cet-1029	169	70	and	and	CCONJ
cet-1029	169	71	law	law	NOUN
cet-1029	169	72	risk	risk	NOUN
cet-1029	169	73	market	market	NOUN
cet-1029	169	74	environment	environment	NOUN
cet-1029	169	75	risk	risk	NOUN
cet-1029	169	76	system	system	NOUN
cet-1029	169	77	risk	risk	NOUN
cet-1029	169	78	chemical	chemical	NOUN
cet-1029	169	79	supply	supply	NOUN
cet-1029	169	80	chain	chain	NOUN
cet-1029	169	81	collaboration	collaboration	NOUN
cet-1029	169	82	risk	risk	NOUN
cet-1029	169	83	structure	structure	NOUN
cet-1029	169	84	risk	risk	NOUN
cet-1029	169	85	of	of	ADP
cet-1029	169	86	chemical	chemical	ADJ
cet-1029	169	87	supply	supply	NOUN
cet-1029	169	88	chain	chain	NOUN
cet-1029	169	89	operational	operational	ADJ
cet-1029	169	90	risk	risk	NOUN
cet-1029	169	91	financial	financial	ADJ
cet-1029	169	92	risk	risk	NOUN
cet-1029	169	93	human	human	ADJ
cet-1029	169	94	risk	risk	NOUN
cet-1029	169	95	chemical	chemical	NOUN
cet-1029	169	96	production	production	NOUN
cet-1029	169	97	risk	risk	NOUN
cet-1029	169	98	chemicals	chemical	NOUN
cet-1029	169	99	inventory	inventory	NOUN
cet-1029	169	100	risk	risk	NOUN
cet-1029	169	101	chemical	chemical	NOUN
cet-1029	169	102	transportation	transportation	NOUN
cet-1029	169	103	risk	risk	NOUN
cet-1029	169	104	chemicals	chemical	NOUN
cet-1029	169	105	storage	storage	NOUN
cet-1029	169	106	risk	risk	NOUN
cet-1029	169	107	information	information	NOUN
cet-1029	169	108	risk	risk	NOUN
cet-1029	169	109	demand	demand	NOUN
cet-1029	169	110	risk	risk	NOUN
cet-1029	169	111	of	of	ADP
cet-1029	169	112	chemicals	chemical	NOUN
cet-1029	169	113	after	after	ADP
cet-1029	169	114	that	that	PRON
cet-1029	169	115	,	,	PUNCT
cet-1029	169	116	we	we	PRON
cet-1029	169	117	analyze	analyze	VERB
cet-1029	169	118	the	the	DET
cet-1029	169	119	data	datum	NOUN
cet-1029	169	120	of	of	ADP
cet-1029	169	121	the	the	DET
cet-1029	169	122	chemical	chemical	NOUN
cet-1029	169	123	supply	supply	NOUN
cet-1029	169	124	chain	chain	NOUN
cet-1029	169	125	and	and	CCONJ
cet-1029	169	126	obtain	obtain	VERB
cet-1029	169	127	the	the	DET
cet-1029	169	128	risk	risk	NOUN
cet-1029	169	129	quantification	quantification	NOUN
cet-1029	169	130	value	value	NOUN
cet-1029	169	131	of	of	ADP
cet-1029	169	132	the	the	DET
cet-1029	169	133	supply	supply	NOUN
cet-1029	169	134	chain	chain	NOUN
cet-1029	169	135	.	.	PUNCT
cet-1029	170	1	the	the	DET
cet-1029	170	2	first	first	ADJ
cet-1029	170	3	20	20	NUM
cet-1029	170	4	sets	set	NOUN
cet-1029	170	5	of	of	ADP
cet-1029	170	6	data	datum	NOUN
cet-1029	170	7	are	be	AUX
cet-1029	170	8	used	use	VERB
cet-1029	170	9	as	as	ADP
cet-1029	170	10	training	training	NOUN
cet-1029	170	11	sets	set	NOUN
cet-1029	170	12	and	and	CCONJ
cet-1029	170	13	the	the	DET
cet-1029	170	14	latter	latter	ADJ
cet-1029	170	15	5	5	NUM
cet-1029	170	16	sets	set	NOUN
cet-1029	170	17	of	of	ADP
cet-1029	170	18	data	datum	NOUN
cet-1029	170	19	are	be	AUX
cet-1029	170	20	used	use	VERB
cet-1029	170	21	as	as	ADP
cet-1029	170	22	test	test	NOUN
cet-1029	170	23	sets	set	NOUN
cet-1029	170	24	.	.	PUNCT
cet-1029	171	1	we	we	PRON
cet-1029	171	2	will	will	AUX
cet-1029	171	3	arrange	arrange	VERB
cet-1029	171	4	the	the	DET
cet-1029	171	5	risk	risk	NOUN
cet-1029	171	6	indicator	indicator	NOUN
cet-1029	171	7	value	value	NOUN
cet-1029	171	8	in	in	ADP
cet-1029	171	9	a	a	DET
cet-1029	171	10	specific	specific	ADJ
cet-1029	171	11	order	order	NOUN
cet-1029	171	12	as	as	ADP
cet-1029	171	13	input	input	NOUN
cet-1029	171	14	vector	vector	NOUN
cet-1029	171	15	and	and	CCONJ
cet-1029	171	16	the	the	DET
cet-1029	171	17	risk	risk	NOUN
cet-1029	171	18	value	value	NOUN
cet-1029	171	19	after	after	ADP
cet-1029	171	20	quantification	quantification	NOUN
cet-1029	171	21	of	of	ADP
cet-1029	171	22	chemical	chemical	NOUN
cet-1029	171	23	supply	supply	NOUN
cet-1029	171	24	chain	chain	NOUN
cet-1029	171	25	as	as	ADP
cet-1029	171	26	output	output	NOUN
cet-1029	171	27	.	.	PUNCT
cet-1029	172	1	then	then	ADV
cet-1029	172	2	,	,	PUNCT
cet-1029	172	3	we	we	PRON
cet-1029	172	4	obtain	obtain	VERB
cet-1029	172	5	the	the	DET
cet-1029	172	6	result	result	NOUN
cet-1029	172	7	as	as	SCONJ
cet-1029	172	8	follows	follow	VERB
cet-1029	172	9	.	.	PUNCT
cet-1029	173	1	figure	figure	VERB
cet-1029	173	2	4	4	NUM
cet-1029	173	3	:	:	PUNCT
cet-1029	173	4	the	the	DET
cet-1029	173	5	result	result	NOUN
cet-1029	173	6	of	of	ADP
cet-1029	173	7	the	the	DET
cet-1029	173	8	output	output	NOUN
cet-1029	173	9	value	value	NOUN
cet-1029	173	10	and	and	CCONJ
cet-1029	173	11	the	the	DET
cet-1029	173	12	expectations	expectation	NOUN
cet-1029	173	13	it	it	PRON
cet-1029	173	14	can	can	AUX
cet-1029	173	15	be	be	AUX
cet-1029	173	16	seen	see	VERB
cet-1029	173	17	from	from	ADP
cet-1029	173	18	figure	figure	NOUN
cet-1029	173	19	3	3	NUM
cet-1029	173	20	that	that	SCONJ
cet-1029	173	21	the	the	DET
cet-1029	173	22	prediction	prediction	NOUN
cet-1029	173	23	accuracy	accuracy	NOUN
cet-1029	173	24	of	of	ADP
cet-1029	173	25	supply	supply	NOUN
cet-1029	173	26	chain	chain	NOUN
cet-1029	173	27	risk	risk	NOUN
cet-1029	173	28	is	be	AUX
cet-1029	173	29	more	more	ADJ
cet-1029	173	30	than	than	ADP
cet-1029	173	31	90	90	NUM
cet-1029	173	32	%	%	NOUN
cet-1029	173	33	by	by	ADP
cet-1029	173	34	using	use	VERB
cet-1029	173	35	the	the	DET
cet-1029	173	36	improved	improved	ADJ
cet-1029	173	37	pso	pso	NOUN
cet-1029	173	38	algorithm	algorithm	NOUN
cet-1029	173	39	.	.	PUNCT
cet-1029	174	1	the	the	DET
cet-1029	174	2	system	system	NOUN
cet-1029	174	3	has	have	AUX
cet-1029	174	4	reached	reach	VERB
cet-1029	174	5	the	the	DET
cet-1029	174	6	stability	stability	NOUN
cet-1029	174	7	and	and	CCONJ
cet-1029	174	8	the	the	DET
cet-1029	174	9	system	system	NOUN
cet-1029	174	10	error	error	NOUN
cet-1029	174	11	can	can	AUX
cet-1029	174	12	meet	meet	VERB
cet-1029	174	13	the	the	DET
cet-1029	174	14	requirements	requirement	NOUN
cet-1029	174	15	of	of	ADP
cet-1029	174	16	practical	practical	ADJ
cet-1029	174	17	application	application	NOUN
cet-1029	174	18	.	.	PUNCT
cet-1029	175	1	1385	1385	NUM
cet-1029	175	2	5	5	NUM
cet-1029	175	3	.	.	PUNCT
cet-1029	175	4	conclusion	conclusion	VERB
cet-1029	175	5	the	the	DET
cet-1029	175	6	significance	significance	NOUN
cet-1029	175	7	of	of	ADP
cet-1029	175	8	chemistry	chemistry	NOUN
cet-1029	175	9	is	be	AUX
cet-1029	175	10	to	to	PART
cet-1029	175	11	enable	enable	VERB
cet-1029	175	12	people	people	NOUN
cet-1029	175	13	to	to	PART
cet-1029	175	14	understand	understand	VERB
cet-1029	175	15	the	the	DET
cet-1029	175	16	world	world	NOUN
cet-1029	175	17	more	more	ADV
cet-1029	175	18	thoroughly	thoroughly	ADV
cet-1029	175	19	.	.	PUNCT
cet-1029	176	1	for	for	ADP
cet-1029	176	2	our	our	PRON
cet-1029	176	3	lives	life	NOUN
cet-1029	176	4	,	,	PUNCT
cet-1029	176	5	chemistry	chemistry	NOUN
cet-1029	176	6	has	have	AUX
cet-1029	176	7	brought	bring	VERB
cet-1029	176	8	us	we	PRON
cet-1029	176	9	many	many	ADJ
cet-1029	176	10	new	new	ADJ
cet-1029	176	11	materials	material	NOUN
cet-1029	176	12	that	that	PRON
cet-1029	176	13	meet	meet	VERB
cet-1029	176	14	our	our	PRON
cet-1029	176	15	needs	need	NOUN
cet-1029	176	16	and	and	CCONJ
cet-1029	176	17	give	give	VERB
cet-1029	176	18	us	we	PRON
cet-1029	176	19	a	a	DET
cet-1029	176	20	lot	lot	NOUN
cet-1029	176	21	of	of	ADP
cet-1029	176	22	variables	variable	NOUN
cet-1029	176	23	.	.	PUNCT
cet-1029	177	1	however	however	ADV
cet-1029	177	2	,	,	PUNCT
cet-1029	177	3	hazardous	hazardous	ADJ
cet-1029	177	4	chemicals	chemical	NOUN
cet-1029	177	5	have	have	VERB
cet-1029	177	6	a	a	DET
cet-1029	177	7	variety	variety	NOUN
cet-1029	177	8	of	of	ADP
cet-1029	177	9	unsafe	unsafe	ADJ
cet-1029	177	10	factors	factor	NOUN
cet-1029	177	11	,	,	PUNCT
cet-1029	177	12	which	which	PRON
cet-1029	177	13	bring	bring	VERB
cet-1029	177	14	huge	huge	ADJ
cet-1029	177	15	security	security	NOUN
cet-1029	177	16	risks	risk	NOUN
cet-1029	177	17	to	to	ADP
cet-1029	177	18	our	our	PRON
cet-1029	177	19	lives	life	NOUN
cet-1029	177	20	.	.	PUNCT
cet-1029	178	1	the	the	DET
cet-1029	178	2	particularity	particularity	NOUN
cet-1029	178	3	of	of	ADP
cet-1029	178	4	chemicals	chemical	NOUN
cet-1029	178	5	has	have	VERB
cet-1029	178	6	the	the	DET
cet-1029	178	7	high	high	ADJ
cet-1029	178	8	requirement	requirement	NOUN
cet-1029	178	9	for	for	ADP
cet-1029	178	10	chemical	chemical	NOUN
cet-1029	178	11	supply	supply	NOUN
cet-1029	178	12	chain	chain	NOUN
cet-1029	178	13	.	.	PUNCT
cet-1029	179	1	the	the	DET
cet-1029	179	2	fast	fast	ADJ
cet-1029	179	3	and	and	CCONJ
cet-1029	179	4	effective	effective	ADJ
cet-1029	179	5	chemical	chemical	NOUN
cet-1029	179	6	supply	supply	NOUN
cet-1029	179	7	chain	chain	NOUN
cet-1029	179	8	can	can	AUX
cet-1029	179	9	reduce	reduce	VERB
cet-1029	179	10	the	the	DET
cet-1029	179	11	possibility	possibility	NOUN
cet-1029	179	12	of	of	ADP
cet-1029	179	13	chemical	chemical	ADJ
cet-1029	179	14	accidents	accident	NOUN
cet-1029	179	15	and	and	CCONJ
cet-1029	179	16	increase	increase	VERB
cet-1029	179	17	the	the	DET
cet-1029	179	18	profits	profit	NOUN
cet-1029	179	19	of	of	ADP
cet-1029	179	20	chemical	chemical	ADJ
cet-1029	179	21	enterprises	enterprise	NOUN
cet-1029	179	22	.	.	PUNCT
cet-1029	180	1	risk	risk	NOUN
cet-1029	180	2	early	early	ADJ
cet-1029	180	3	warning	warning	NOUN
cet-1029	180	4	can	can	AUX
cet-1029	180	5	detect	detect	VERB
cet-1029	180	6	risks	risk	NOUN
cet-1029	180	7	in	in	ADP
cet-1029	180	8	advance	advance	NOUN
cet-1029	180	9	,	,	PUNCT
cet-1029	180	10	avoid	avoid	VERB
cet-1029	180	11	possible	possible	ADJ
cet-1029	180	12	problems	problem	NOUN
cet-1029	180	13	and	and	CCONJ
cet-1029	180	14	improve	improve	VERB
cet-1029	180	15	the	the	DET
cet-1029	180	16	safety	safety	NOUN
cet-1029	180	17	level	level	NOUN
cet-1029	180	18	of	of	ADP
cet-1029	180	19	chemical	chemical	NOUN
cet-1029	180	20	supply	supply	NOUN
cet-1029	180	21	chain	chain	NOUN
cet-1029	180	22	.	.	PUNCT
cet-1029	181	1	this	this	DET
cet-1029	181	2	paper	paper	NOUN
cet-1029	181	3	mainly	mainly	ADV
cet-1029	181	4	makes	make	VERB
cet-1029	181	5	the	the	DET
cet-1029	181	6	following	follow	VERB
cet-1029	181	7	work	work	NOUN
cet-1029	181	8	.	.	PUNCT
cet-1029	182	1	firstly	firstly	ADV
cet-1029	182	2	,	,	PUNCT
cet-1029	182	3	this	this	DET
cet-1029	182	4	paper	paper	NOUN
cet-1029	182	5	introduces	introduce	VERB
cet-1029	182	6	the	the	DET
cet-1029	182	7	research	research	NOUN
cet-1029	182	8	background	background	NOUN
cet-1029	182	9	.	.	PUNCT
cet-1029	183	1	secondly	secondly	ADV
cet-1029	183	2	,	,	PUNCT
cet-1029	183	3	this	this	DET
cet-1029	183	4	paper	paper	NOUN
cet-1029	183	5	analyzes	analyze	VERB
cet-1029	183	6	the	the	DET
cet-1029	183	7	importance	importance	NOUN
cet-1029	183	8	of	of	ADP
cet-1029	183	9	risk	risk	NOUN
cet-1029	183	10	early	early	ADV
cet-1029	183	11	warning	warning	NOUN
cet-1029	183	12	for	for	ADP
cet-1029	183	13	the	the	DET
cet-1029	183	14	chemical	chemical	NOUN
cet-1029	183	15	supply	supply	NOUN
cet-1029	183	16	chain	chain	NOUN
cet-1029	183	17	.	.	PUNCT
cet-1029	184	1	thirdly	thirdly	ADV
cet-1029	184	2	,	,	PUNCT
cet-1029	184	3	this	this	DET
cet-1029	184	4	paper	paper	NOUN
cet-1029	184	5	proposes	propose	VERB
cet-1029	184	6	an	an	DET
cet-1029	184	7	improved	improved	ADJ
cet-1029	184	8	pso	pso	NOUN
cet-1029	184	9	algorithm	algorithm	NOUN
cet-1029	184	10	.	.	PUNCT
cet-1029	185	1	in	in	ADP
cet-1029	185	2	the	the	DET
cet-1029	185	3	experimental	experimental	ADJ
cet-1029	185	4	part	part	NOUN
cet-1029	185	5	,	,	PUNCT
cet-1029	185	6	we	we	PRON
cet-1029	185	7	put	put	VERB
cet-1029	185	8	forward	forward	ADV
cet-1029	185	9	the	the	DET
cet-1029	185	10	early	early	ADJ
cet-1029	185	11	warning	warning	NOUN
cet-1029	185	12	indicator	indicator	NOUN
cet-1029	185	13	of	of	ADP
cet-1029	185	14	chemical	chemical	NOUN
cet-1029	185	15	supply	supply	NOUN
cet-1029	185	16	chain	chain	NOUN
cet-1029	185	17	risk	risk	NOUN
cet-1029	185	18	and	and	CCONJ
cet-1029	185	19	verify	verify	VERB
cet-1029	185	20	the	the	DET
cet-1029	185	21	validity	validity	NOUN
cet-1029	185	22	and	and	CCONJ
cet-1029	185	23	accuracy	accuracy	NOUN
cet-1029	185	24	of	of	ADP
cet-1029	185	25	the	the	DET
cet-1029	185	26	model	model	NOUN
cet-1029	185	27	and	and	CCONJ
cet-1029	185	28	indicator	indicator	NOUN
cet-1029	185	29	proposed	propose	VERB
cet-1029	185	30	in	in	ADP
cet-1029	185	31	this	this	DET
cet-1029	185	32	paper	paper	NOUN
cet-1029	185	33	.	.	PUNCT
cet-1029	186	1	acknowledgments	acknowledgment	NOUN
cet-1029	186	2	this	this	DET
cet-1029	186	3	paper	paper	NOUN
cet-1029	186	4	was	be	AUX
cet-1029	186	5	supported	support	VERB
cet-1029	186	6	by	by	ADP
cet-1029	186	7	learning	learn	VERB
cet-1029	186	8	science	science	NOUN
cet-1029	186	9	-	-	PUNCT
cet-1029	186	10	based	base	VERB
cet-1029	186	11	traning	traning	NOUN
cet-1029	186	12	course	course	NOUN
cet-1029	186	13	on	on	ADP
cet-1029	186	14	vbse	vbse	NOUN
cet-1029	186	15	interdisciplinary	interdisciplinary	ADJ
cet-1029	186	16	virtual	virtual	ADJ
cet-1029	186	17	simulation	simulation	NOUN
cet-1029	186	18	of	of	ADP
cet-1029	186	19	social	social	ADJ
cet-1029	186	20	environment	environment	NOUN
cet-1029	186	21	(	(	PUNCT
cet-1029	186	22	no	no	INTJ
cet-1029	186	23	.	.	PUNCT
cet-1029	186	24	sgh17h417	sgh17h417	NOUN
cet-1029	186	25	)	)	PUNCT
cet-1029	186	26	,	,	PUNCT
cet-1029	186	27	annual	annual	ADJ
cet-1029	186	28	subject	subject	NOUN
cet-1029	186	29	of	of	ADP
cet-1029	186	30	the	the	DET
cet-1029	186	31	13th	13th	ADJ
cet-1029	186	32	five	five	NUM
cet-1029	186	33	year	year	NOUN
cet-1029	186	34	plan	plan	NOUN
cet-1029	186	35	for	for	ADP
cet-1029	186	36	education	education	NOUN
cet-1029	186	37	science	science	NOUN
cet-1029	186	38	of	of	ADP
cet-1029	186	39	shaanxi	shaanxi	PROPN
cet-1029	186	40	province	province	PROPN
cet-1029	186	41	reference	reference	PROPN
cet-1029	186	42	binyamin	binyamin	PROPN
cet-1029	186	43	o.	o.	PROPN
cet-1029	186	44	,	,	PUNCT
cet-1029	186	45	keller	keller	PROPN
cet-1029	186	46	g.	g.	PROPN
cet-1029	186	47	,	,	PUNCT
cet-1029	186	48	frid	frid	PROPN
cet-1029	186	49	k.	k.	PROPN
cet-1029	186	50	,	,	PUNCT
cet-1029	186	51	larush	larush	PROPN
cet-1029	186	52	l.	l.	PROPN
cet-1029	186	53	,	,	PUNCT
cet-1029	186	54	gabizon	gabizon	PROPN
cet-1029	186	55	r.	r.	PROPN
cet-1029	186	56	,	,	PUNCT
cet-1029	186	57	2017	2017	NUM
cet-1029	186	58	,	,	PUNCT
cet-1029	186	59	continues	continue	VERB
cet-1029	186	60	administration	administration	NOUN
cet-1029	186	61	of	of	ADP
cet-1029	186	62	nano	nano	NOUN
cet-1029	186	63	-	-	PUNCT
cet-1029	186	64	pso	pso	NOUN
cet-1029	186	65	significantly	significantly	ADV
cet-1029	186	66	increased	increase	VERB
cet-1029	186	67	survival	survival	NOUN
cet-1029	186	68	of	of	ADP
cet-1029	186	69	genetic	genetic	ADJ
cet-1029	186	70	cjd	cjd	NOUN
cet-1029	186	71	mice	mouse	NOUN
cet-1029	186	72	,	,	PUNCT
cet-1029	186	73	neurobiology	neurobiology	NOUN
cet-1029	186	74	of	of	ADP
cet-1029	186	75	disease	disease	NOUN
cet-1029	186	76	,	,	PUNCT
cet-1029	186	77	108	108	NUM
cet-1029	186	78	,	,	PUNCT
cet-1029	186	79	140	140	NUM
cet-1029	186	80	-	-	SYM
cet-1029	186	81	147	147	NUM
cet-1029	186	82	.	.	PUNCT
cet-1029	187	1	fan	fan	PROPN
cet-1029	187	2	h.	h.	PROPN
cet-1029	187	3	,	,	PUNCT
cet-1029	187	4	li	li	PROPN
cet-1029	187	5	g.	g.	PROPN
cet-1029	187	6	,	,	PUNCT
cet-1029	187	7	sun	sun	PROPN
cet-1029	187	8	h.y	h.y	PROPN
cet-1029	187	9	.	.	PROPN
cet-1029	187	10	,	,	PUNCT
cet-1029	187	11	cheng	cheng	PROPN
cet-1029	187	12	t.c.e	t.c.e	PROPN
cet-1029	187	13	.	.	PROPN
cet-1029	187	14	,	,	PUNCT
cet-1029	187	15	2017	2017	NUM
cet-1029	187	16	,	,	PUNCT
cet-1029	187	17	an	an	DET
cet-1029	187	18	information	information	NOUN
cet-1029	187	19	processing	processing	NOUN
cet-1029	187	20	perspective	perspective	NOUN
cet-1029	187	21	on	on	ADP
cet-1029	187	22	supply	supply	NOUN
cet-1029	187	23	chain	chain	NOUN
cet-1029	187	24	risk	risk	NOUN
cet-1029	187	25	management	management	NOUN
cet-1029	187	26	:	:	PUNCT
cet-1029	187	27	antecedents	antecedent	NOUN
cet-1029	187	28	,	,	PUNCT
cet-1029	187	29	mechanism	mechanism	NOUN
cet-1029	187	30	,	,	PUNCT
cet-1029	187	31	and	and	CCONJ
cet-1029	187	32	consequences	consequence	NOUN
cet-1029	187	33	,	,	PUNCT
cet-1029	187	34	nternational	nternational	ADJ
cet-1029	187	35	journal	journal	NOUN
cet-1029	187	36	of	of	ADP
cet-1029	187	37	production	production	NOUN
cet-1029	187	38	economics	economic	NOUN
cet-1029	187	39	,	,	PUNCT
cet-1029	187	40	185	185	NUM
cet-1029	187	41	,	,	PUNCT
cet-1029	187	42	63	63	NUM
cet-1029	187	43	-	-	SYM
cet-1029	187	44	75	75	NUM
cet-1029	187	45	.	.	PUNCT
cet-1029	188	1	gupta	gupta	PROPN
cet-1029	188	2	g.p	g.p	PROPN
cet-1029	188	3	.	.	PROPN
cet-1029	188	4	,	,	PUNCT
cet-1029	188	5	nair	nair	PROPN
cet-1029	188	6	r.r	r.r	PROPN
cet-1029	188	7	.	.	PROPN
cet-1029	188	8	,	,	PUNCT
cet-1029	188	9	jeyanthi	jeyanthi	PROPN
cet-1029	188	10	r.	r.	PROPN
cet-1029	188	11	,	,	PUNCT
cet-1029	188	12	2017	2017	NUM
cet-1029	188	13	,	,	PUNCT
cet-1029	188	14	an	an	DET
cet-1029	188	15	ann	ann	PROPN
cet-1029	188	16	based	base	VERB
cet-1029	188	17	spo2	spo2	PROPN
cet-1029	188	18	measurement	measurement	NOUN
cet-1029	188	19	for	for	ADP
cet-1029	188	20	clinical	clinical	ADJ
cet-1029	188	21	management	management	NOUN
cet-1029	188	22	systems	system	NOUN
cet-1029	188	23	,	,	PUNCT
cet-1029	188	24	energy	energy	NOUN
cet-1029	188	25	procedia	procedia	NOUN
cet-1029	188	26	,	,	PUNCT
cet-1029	188	27	117	117	NUM
cet-1029	188	28	,	,	PUNCT
cet-1029	188	29	393	393	NUM
cet-1029	188	30	-	-	SYM
cet-1029	188	31	400	400	NUM
cet-1029	188	32	.	.	PUNCT
cet-1029	189	1	lavastre	lavastre	PROPN
cet-1029	189	2	o.	o.	PROPN
cet-1029	189	3	,	,	PUNCT
cet-1029	189	4	gunasekaran	gunasekaran	NOUN
cet-1029	189	5	a.	a.	NOUN
cet-1029	189	6	,	,	PUNCT
cet-1029	189	7	spalanzani	spalanzani	PROPN
cet-1029	189	8	a.	a.	PROPN
cet-1029	189	9	,	,	PUNCT
cet-1029	189	10	2012	2012	NUM
cet-1029	189	11	,	,	PUNCT
cet-1029	189	12	supply	supply	NOUN
cet-1029	189	13	chain	chain	NOUN
cet-1029	189	14	risk	risk	NOUN
cet-1029	189	15	management	management	NOUN
cet-1029	189	16	in	in	ADP
cet-1029	189	17	french	french	ADJ
cet-1029	189	18	companies	company	NOUN
cet-1029	189	19	,	,	PUNCT
cet-1029	189	20	decision	decision	NOUN
cet-1029	189	21	support	support	NOUN
cet-1029	189	22	systems	system	NOUN
cet-1029	189	23	,	,	PUNCT
cet-1029	189	24	52	52	NUM
cet-1029	189	25	,	,	PUNCT
cet-1029	189	26	828	828	NUM
cet-1029	189	27	-	-	SYM
cet-1029	189	28	838	838	NUM
cet-1029	189	29	.	.	PUNCT
cet-1029	190	1	li	li	PROPN
cet-1029	190	2	g.	g.	PROPN
cet-1029	190	3	,	,	PUNCT
cet-1029	190	4	fan	fan	PROPN
cet-1029	190	5	h.	h.	PROPN
cet-1029	190	6	,	,	PUNCT
cet-1029	190	7	lee	lee	PROPN
cet-1029	190	8	p.k.c	p.k.c	PROPN
cet-1029	190	9	.	.	PUNCT
cet-1029	190	10	,	,	PUNCT
cet-1029	190	11	cheng	cheng	PROPN
cet-1029	190	12	t.c.e	t.c.e	PROPN
cet-1029	190	13	.	.	PROPN
cet-1029	190	14	,	,	PUNCT
cet-1029	190	15	2015	2015	NUM
cet-1029	190	16	,	,	PUNCT
cet-1029	190	17	joint	joint	ADJ
cet-1029	190	18	supply	supply	NOUN
cet-1029	190	19	chain	chain	NOUN
cet-1029	190	20	risk	risk	NOUN
cet-1029	190	21	management	management	NOUN
cet-1029	190	22	:	:	PUNCT
cet-1029	190	23	an	an	DET
cet-1029	190	24	agency	agency	NOUN
cet-1029	190	25	and	and	CCONJ
cet-1029	190	26	collaboration	collaboration	NOUN
cet-1029	190	27	perspective	perspective	NOUN
cet-1029	190	28	,	,	PUNCT
cet-1029	190	29	international	international	ADJ
cet-1029	190	30	journal	journal	NOUN
cet-1029	190	31	of	of	ADP
cet-1029	190	32	production	production	NOUN
cet-1029	190	33	economics	economic	NOUN
cet-1029	190	34	,	,	PUNCT
cet-1029	190	35	164	164	NUM
cet-1029	190	36	,	,	PUNCT
cet-1029	190	37	83	83	NUM
cet-1029	190	38	-	-	SYM
cet-1029	190	39	94	94	NUM
cet-1029	190	40	.	.	PUNCT
cet-1029	191	1	li	li	PROPN
cet-1029	191	2	y.	y.	PROPN
cet-1029	191	3	,	,	PUNCT
cet-1029	191	4	kramer	kramer	PROPN
cet-1029	191	5	m.r	m.r	PROPN
cet-1029	191	6	.	.	PROPN
cet-1029	191	7	,	,	PUNCT
cet-1029	191	8	beulens	beulen	VERB
cet-1029	191	9	a.j.m	a.j.m	PROPN
cet-1029	191	10	.	.	PUNCT
cet-1029	191	11	,	,	PUNCT
cet-1029	192	1	van	van	PROPN
cet-1029	192	2	der	der	PROPN
cet-1029	192	3	vorst	vorst	PROPN
cet-1029	192	4	j.g.a.j	j.g.a.j	PROPN
cet-1029	192	5	.	.	PROPN
cet-1029	192	6	,	,	PUNCT
cet-1029	192	7	2010	2010	NUM
cet-1029	192	8	,	,	PUNCT
cet-1029	192	9	a	a	DET
cet-1029	192	10	framework	framework	NOUN
cet-1029	192	11	for	for	ADP
cet-1029	192	12	early	early	ADJ
cet-1029	192	13	warning	warning	NOUN
cet-1029	192	14	and	and	CCONJ
cet-1029	192	15	proactive	proactive	ADJ
cet-1029	192	16	control	control	NOUN
cet-1029	192	17	systems	system	NOUN
cet-1029	192	18	in	in	ADP
cet-1029	192	19	food	food	NOUN
cet-1029	192	20	supply	supply	NOUN
cet-1029	192	21	chain	chain	NOUN
cet-1029	192	22	networks	network	NOUN
cet-1029	192	23	,	,	PUNCT
cet-1029	192	24	computers	computer	NOUN
cet-1029	192	25	in	in	ADP
cet-1029	192	26	industry	industry	NOUN
cet-1029	192	27	,	,	PUNCT
cet-1029	192	28	61	61	NUM
cet-1029	192	29	,	,	PUNCT
cet-1029	192	30	852	852	NUM
cet-1029	192	31	-	-	SYM
cet-1029	192	32	862	862	NUM
cet-1029	192	33	.	.	PUNCT
cet-1029	193	1	liu	liu	PROPN
cet-1029	193	2	p.h	p.h	PROPN
cet-1029	193	3	.	.	PROPN
cet-1029	193	4	,	,	PUNCT
cet-1029	193	5	liu	liu	PROPN
cet-1029	193	6	j.	j.	PROPN
cet-1029	193	7	,	,	PUNCT
cet-1029	193	8	2017	2017	NUM
cet-1029	193	9	,	,	PUNCT
cet-1029	193	10	multi	multi	ADJ
cet-1029	193	11	-	-	ADJ
cet-1029	193	12	leader	leader	ADJ
cet-1029	193	13	pso	pso	NOUN
cet-1029	193	14	(	(	PUNCT
cet-1029	193	15	mlpso	mlpso	PROPN
cet-1029	193	16	):	):	PUNCT
cet-1029	193	17	a	a	DET
cet-1029	193	18	new	new	ADJ
cet-1029	193	19	pso	pso	NOUN
cet-1029	193	20	variant	variant	NOUN
cet-1029	193	21	for	for	ADP
cet-1029	193	22	solving	solve	VERB
cet-1029	193	23	global	global	ADJ
cet-1029	193	24	optimization	optimization	NOUN
cet-1029	193	25	problems	problem	NOUN
cet-1029	193	26	,	,	PUNCT
cet-1029	193	27	applied	apply	VERB
cet-1029	193	28	soft	soft	ADJ
cet-1029	193	29	computing	computing	NOUN
cet-1029	193	30	,	,	PUNCT
cet-1029	193	31	61	61	NUM
cet-1029	193	32	,	,	PUNCT
cet-1029	193	33	256	256	NUM
cet-1029	193	34	-	-	SYM
cet-1029	193	35	263	263	NUM
cet-1029	193	36	.	.	PUNCT
cet-1029	194	1	merkert	merkert	PROPN
cet-1029	194	2	r.	r.	PROPN
cet-1029	194	3	,	,	PUNCT
cet-1029	194	4	fee	fee	PROPN
cet-1029	194	5	b.o	b.o	PROPN
cet-1029	194	6	.	.	PROPN
cet-1029	194	7	,	,	PUNCT
cet-1029	194	8	2016	2016	NUM
cet-1029	194	9	,	,	PUNCT
cet-1029	194	10	managerial	managerial	ADJ
cet-1029	194	11	perceptions	perception	NOUN
cet-1029	194	12	of	of	ADP
cet-1029	194	13	incentives	incentive	NOUN
cet-1029	194	14	for	for	ADP
cet-1029	194	15	and	and	CCONJ
cet-1029	194	16	barriers	barrier	NOUN
cet-1029	194	17	to	to	ADP
cet-1029	194	18	competing	compete	VERB
cet-1029	194	19	for	for	ADP
cet-1029	194	20	regional	regional	ADJ
cet-1029	194	21	pso	pso	NOUN
cet-1029	194	22	air	air	NOUN
cet-1029	194	23	service	service	NOUN
cet-1029	194	24	contracts	contract	NOUN
cet-1029	194	25	,	,	PUNCT
cet-1029	194	26	transport	transport	NOUN
cet-1029	194	27	policy	policy	NOUN
cet-1029	194	28	,	,	PUNCT
cet-1029	194	29	47	47	NUM
cet-1029	194	30	,	,	PUNCT
cet-1029	194	31	22	22	NUM
cet-1029	194	32	-	-	SYM
cet-1029	194	33	33	33	NUM
cet-1029	194	34	,	,	PUNCT
cet-1029	194	35	doi	doi	NOUN
cet-1029	194	36	:	:	PUNCT
cet-1029	194	37	10.1016	10.1016	NUM
cet-1029	194	38	/	/	SYM
cet-1029	194	39	j.tranpol.2015.12.002	j.tranpol.2015.12.002	PROPN
cet-1029	194	40	pandit	pandit	NOUN
cet-1029	194	41	m.	m.	NOUN
cet-1029	194	42	,	,	PUNCT
cet-1029	194	43	chaudhary	chaudhary	PROPN
cet-1029	194	44	v.	v.	PROPN
cet-1029	194	45	,	,	PUNCT
cet-1029	194	46	dubey	dubey	PROPN
cet-1029	194	47	h.m	h.m	PROPN
cet-1029	194	48	.	.	PROPN
cet-1029	194	49	,	,	PUNCT
cet-1029	194	50	panigrahi	panigrahi	PROPN
cet-1029	194	51	b.k	b.k	PROPN
cet-1029	194	52	.	.	PROPN
cet-1029	194	53	,	,	PUNCT
cet-1029	194	54	2015	2015	NUM
cet-1029	194	55	,	,	PUNCT
cet-1029	194	56	multi	multi	ADJ
cet-1029	194	57	-	-	ADJ
cet-1029	194	58	period	period	NOUN
cet-1029	194	59	wind	wind	NOUN
cet-1029	194	60	integrated	integrate	VERB
cet-1029	194	61	optimal	optimal	ADJ
cet-1029	194	62	dispatch	dispatch	NOUN
cet-1029	194	63	using	use	VERB
cet-1029	194	64	series	series	PROPN
cet-1029	194	65	pso	pso	NOUN
cet-1029	194	66	-	-	PUNCT
cet-1029	194	67	de	de	X
cet-1029	194	68	with	with	ADP
cet-1029	194	69	time	time	NOUN
cet-1029	194	70	-	-	PUNCT
cet-1029	194	71	varying	vary	VERB
cet-1029	194	72	gaussian	gaussian	ADJ
cet-1029	194	73	membership	membership	NOUN
cet-1029	194	74	function	function	NOUN
cet-1029	194	75	based	base	VERB
cet-1029	194	76	fuzzy	fuzzy	ADJ
cet-1029	194	77	selection	selection	NOUN
cet-1029	194	78	,	,	PUNCT
cet-1029	194	79	international	international	ADJ
cet-1029	194	80	journal	journal	NOUN
cet-1029	194	81	of	of	ADP
cet-1029	194	82	electrical	electrical	ADJ
cet-1029	194	83	power	power	NOUN
cet-1029	194	84	&	&	CCONJ
cet-1029	194	85	energy	energy	NOUN
cet-1029	194	86	systems	system	NOUN
cet-1029	194	87	,	,	PUNCT
cet-1029	194	88	73	73	NUM
cet-1029	194	89	,	,	PUNCT
cet-1029	194	90	259	259	NUM
cet-1029	194	91	-	-	SYM
cet-1029	194	92	272	272	NUM
cet-1029	194	93	,	,	PUNCT
cet-1029	194	94	doi	doi	NOUN
cet-1029	194	95	:	:	PUNCT
cet-1029	194	96	10.1016	10.1016	NUM
cet-1029	194	97	/	/	SYM
cet-1029	194	98	j.ijepes.2015.05.017	j.ijepes.2015.05.017	PROPN
cet-1029	194	99	schwarz	schwarz	PROPN
cet-1029	194	100	e.i	e.i	PROPN
cet-1029	194	101	.	.	PROPN
cet-1029	194	102	,	,	PUNCT
cet-1029	194	103	schlatzer	schlatzer	PROPN
cet-1029	194	104	c.	c.	PROPN
cet-1029	194	105	,	,	PUNCT
cet-1029	194	106	rossi	rossi	PROPN
cet-1029	194	107	v.a	v.a	PROPN
cet-1029	194	108	.	.	PROPN
cet-1029	194	109	,	,	PUNCT
cet-1029	194	110	stradling	stradling	PROPN
cet-1029	194	111	j.r	j.r	PROPN
cet-1029	194	112	.	.	PROPN
cet-1029	194	113	,	,	PUNCT
cet-1029	194	114	kohler	kohler	NOUN
cet-1029	194	115	m.	m.	NOUN
cet-1029	194	116	,	,	PUNCT
cet-1029	194	117	2016	2016	NUM
cet-1029	194	118	,	,	PUNCT
cet-1029	194	119	effect	effect	NOUN
cet-1029	194	120	of	of	ADP
cet-1029	194	121	cpap	cpap	NOUN
cet-1029	194	122	withdrawal	withdrawal	NOUN
cet-1029	194	123	on	on	ADP
cet-1029	194	124	bp	bp	PROPN
cet-1029	194	125	in	in	ADP
cet-1029	194	126	osa	osa	PROPN
cet-1029	194	127	:	:	PUNCT
cet-1029	194	128	data	datum	NOUN
cet-1029	194	129	from	from	ADP
cet-1029	194	130	three	three	NUM
cet-1029	194	131	randomized	randomized	ADJ
cet-1029	194	132	controlled	control	VERB
cet-1029	194	133	trials	trial	NOUN
cet-1029	194	134	,	,	PUNCT
cet-1029	194	135	chest	chest	NOUN
cet-1029	194	136	,	,	PUNCT
cet-1029	194	137	150	150	NUM
cet-1029	194	138	,	,	PUNCT
cet-1029	194	139	1202	1202	NUM
cet-1029	194	140	-	-	SYM
cet-1029	194	141	1210	1210	NUM
cet-1029	194	142	.	.	PUNCT
cet-1029	195	1	wang	wang	PROPN
cet-1029	195	2	j.	j.	PROPN
cet-1029	195	3	,	,	PUNCT
cet-1029	195	4	yue	yue	PROPN
cet-1029	195	5	h.l	h.l	PROPN
cet-1029	195	6	.	.	PROPN
cet-1029	195	7	,	,	PUNCT
cet-1029	195	8	2017	2017	NUM
cet-1029	195	9	,	,	PUNCT
cet-1029	195	10	food	food	NOUN
cet-1029	195	11	safety	safety	NOUN
cet-1029	195	12	pre	pre	ADJ
cet-1029	195	13	-	-	ADJ
cet-1029	195	14	warning	warning	ADJ
cet-1029	195	15	system	system	NOUN
cet-1029	195	16	based	base	VERB
cet-1029	195	17	on	on	ADP
cet-1029	195	18	data	datum	NOUN
cet-1029	195	19	mining	mining	NOUN
cet-1029	195	20	for	for	ADP
cet-1029	195	21	a	a	DET
cet-1029	195	22	sustainable	sustainable	ADJ
cet-1029	195	23	food	food	NOUN
cet-1029	195	24	supply	supply	NOUN
cet-1029	195	25	chain	chain	NOUN
cet-1029	195	26	,	,	PUNCT
cet-1029	195	27	food	food	NOUN
cet-1029	195	28	control	control	NOUN
cet-1029	195	29	,	,	PUNCT
cet-1029	195	30	73	73	NUM
cet-1029	195	31	,	,	PUNCT
cet-1029	195	32	223	223	NUM
cet-1029	195	33	-	-	SYM
cet-1029	195	34	229	229	NUM
cet-1029	195	35	.	.	PUNCT
cet-1029	195	36	1386	1386	NUM