id	sid	tid	token	lemma	pos
fbem-20439	1	1	frontiers	frontier	NOUN
fbem-20439	1	2	in	in	ADP
fbem-20439	1	3	business	business	NOUN
fbem-20439	1	4	,	,	PUNCT
fbem-20439	1	5	economics	economic	NOUN
fbem-20439	1	6	and	and	CCONJ
fbem-20439	1	7	management	management	NOUN
fbem-20439	1	8	issn	issn	PROPN
fbem-20439	1	9	:	:	PUNCT
fbem-20439	1	10	2766	2766	NUM
fbem-20439	1	11	-	-	PUNCT
fbem-20439	1	12	824x	824x	NUM
fbem-20439	1	13	|	|	ADJ
fbem-20439	1	14	vol	vol	NOUN
fbem-20439	1	15	.	.	PUNCT
fbem-20439	2	1	14	14	NUM
fbem-20439	2	2	,	,	PUNCT
fbem-20439	2	3	no	no	INTJ
fbem-20439	2	4	.	.	NOUN
fbem-20439	2	5	3	3	NUM
fbem-20439	2	6	,	,	PUNCT
fbem-20439	2	7	2024	2024	NUM
fbem-20439	2	8	66	66	NUM
fbem-20439	2	9	analysis	analysis	NOUN
fbem-20439	2	10	on	on	ADP
fbem-20439	2	11	the	the	DET
fbem-20439	2	12	application	application	NOUN
fbem-20439	2	13	of	of	ADP
fbem-20439	2	14	artificial	artificial	ADJ
fbem-20439	2	15	intelligence	intelligence	NOUN
fbem-20439	2	16	in	in	ADP
fbem-20439	2	17	the	the	DET
fbem-20439	2	18	field	field	NOUN
fbem-20439	2	19	of	of	ADP
fbem-20439	2	20	logistics	logistic	NOUN
fbem-20439	2	21	jialing	jialing	PROPN
fbem-20439	2	22	zhu	zhu	PROPN
fbem-20439	2	23	school	school	NOUN
fbem-20439	2	24	of	of	ADP
fbem-20439	2	25	management	management	NOUN
fbem-20439	2	26	,	,	PUNCT
fbem-20439	2	27	shanghai	shanghai	PROPN
fbem-20439	2	28	university	university	PROPN
fbem-20439	2	29	,	,	PUNCT
fbem-20439	2	30	shanghai	shanghai	PROPN
fbem-20439	2	31	200444	200444	NUM
fbem-20439	2	32	,	,	PUNCT
fbem-20439	2	33	china	china	PROPN
fbem-20439	2	34	abstract	abstract	NOUN
fbem-20439	2	35	:	:	PUNCT
fbem-20439	2	36	this	this	DET
fbem-20439	2	37	paper	paper	NOUN
fbem-20439	2	38	discusses	discuss	VERB
fbem-20439	2	39	the	the	DET
fbem-20439	2	40	wide	wide	ADJ
fbem-20439	2	41	application	application	NOUN
fbem-20439	2	42	of	of	ADP
fbem-20439	2	43	artificial	artificial	ADJ
fbem-20439	2	44	intelligence	intelligence	NOUN
fbem-20439	2	45	in	in	ADP
fbem-20439	2	46	the	the	DET
fbem-20439	2	47	logistics	logistic	NOUN
fbem-20439	2	48	industry	industry	NOUN
fbem-20439	2	49	,	,	PUNCT
fbem-20439	2	50	from	from	ADP
fbem-20439	2	51	intelligent	intelligent	ADJ
fbem-20439	2	52	distribution	distribution	NOUN
fbem-20439	2	53	to	to	ADP
fbem-20439	2	54	intelligent	intelligent	ADJ
fbem-20439	2	55	transportation	transportation	NOUN
fbem-20439	2	56	,	,	PUNCT
fbem-20439	2	57	through	through	ADP
fbem-20439	2	58	route	route	NOUN
fbem-20439	2	59	optimization	optimization	NOUN
fbem-20439	2	60	,	,	PUNCT
fbem-20439	2	61	automated	automate	VERB
fbem-20439	2	62	warehouse	warehouse	NOUN
fbem-20439	2	63	management	management	NOUN
fbem-20439	2	64	,	,	PUNCT
fbem-20439	2	65	demand	demand	NOUN
fbem-20439	2	66	forecasting	forecasting	NOUN
fbem-20439	2	67	,	,	PUNCT
fbem-20439	2	68	inventory	inventory	NOUN
fbem-20439	2	69	management	management	NOUN
fbem-20439	2	70	and	and	CCONJ
fbem-20439	2	71	other	other	ADJ
fbem-20439	2	72	means	mean	NOUN
fbem-20439	2	73	,	,	PUNCT
fbem-20439	2	74	greatly	greatly	ADV
fbem-20439	2	75	improve	improve	VERB
fbem-20439	2	76	logistics	logistics	NOUN
fbem-20439	2	77	efficiency	efficiency	NOUN
fbem-20439	2	78	and	and	CCONJ
fbem-20439	2	79	reduce	reduce	VERB
fbem-20439	2	80	costs	cost	NOUN
fbem-20439	2	81	.	.	PUNCT
fbem-20439	3	1	intelligent	intelligent	ADJ
fbem-20439	3	2	transport	transport	NOUN
fbem-20439	3	3	enhances	enhance	VERB
fbem-20439	3	4	traffic	traffic	NOUN
fbem-20439	3	5	management	management	NOUN
fbem-20439	3	6	,	,	PUNCT
fbem-20439	3	7	ensures	ensure	VERB
fbem-20439	3	8	road	road	NOUN
fbem-20439	3	9	safety	safety	NOUN
fbem-20439	3	10	and	and	CCONJ
fbem-20439	3	11	optimizes	optimize	VERB
fbem-20439	3	12	resource	resource	NOUN
fbem-20439	3	13	utilization	utilization	NOUN
fbem-20439	3	14	with	with	ADP
fbem-20439	3	15	road	road	NOUN
fbem-20439	3	16	condition	condition	NOUN
fbem-20439	3	17	monitoring	monitoring	NOUN
fbem-20439	3	18	,	,	PUNCT
fbem-20439	3	19	autonomous	autonomous	ADJ
fbem-20439	3	20	driving	driving	NOUN
fbem-20439	3	21	and	and	CCONJ
fbem-20439	3	22	freight	freight	NOUN
fbem-20439	3	23	optimization	optimization	NOUN
fbem-20439	3	24	technologies	technology	NOUN
fbem-20439	3	25	.	.	PUNCT
fbem-20439	4	1	in	in	ADP
fbem-20439	4	2	the	the	DET
fbem-20439	4	3	face	face	NOUN
fbem-20439	4	4	of	of	ADP
fbem-20439	4	5	challenges	challenge	NOUN
fbem-20439	4	6	such	such	ADJ
fbem-20439	4	7	as	as	ADP
fbem-20439	4	8	data	datum	NOUN
fbem-20439	4	9	security	security	NOUN
fbem-20439	4	10	and	and	CCONJ
fbem-20439	4	11	privacy	privacy	NOUN
fbem-20439	4	12	protection	protection	NOUN
fbem-20439	4	13	,	,	PUNCT
fbem-20439	4	14	artificial	artificial	ADJ
fbem-20439	4	15	intelligence	intelligence	NOUN
fbem-20439	4	16	continues	continue	VERB
fbem-20439	4	17	to	to	PART
fbem-20439	4	18	promote	promote	VERB
fbem-20439	4	19	the	the	DET
fbem-20439	4	20	transformation	transformation	NOUN
fbem-20439	4	21	of	of	ADP
fbem-20439	4	22	the	the	DET
fbem-20439	4	23	logistics	logistic	NOUN
fbem-20439	4	24	industry	industry	NOUN
fbem-20439	4	25	to	to	ADP
fbem-20439	4	26	a	a	DET
fbem-20439	4	27	smarter	smart	ADJ
fbem-20439	4	28	and	and	CCONJ
fbem-20439	4	29	more	more	ADV
fbem-20439	4	30	efficient	efficient	ADJ
fbem-20439	4	31	form	form	NOUN
fbem-20439	4	32	.	.	PUNCT
fbem-20439	5	1	in	in	ADP
fbem-20439	5	2	the	the	DET
fbem-20439	5	3	future	future	NOUN
fbem-20439	5	4	,	,	PUNCT
fbem-20439	5	5	artificial	artificial	ADJ
fbem-20439	5	6	intelligence	intelligence	NOUN
fbem-20439	5	7	will	will	AUX
fbem-20439	5	8	be	be	AUX
fbem-20439	5	9	further	far	ADV
fbem-20439	5	10	integrated	integrate	VERB
fbem-20439	5	11	into	into	ADP
fbem-20439	5	12	the	the	DET
fbem-20439	5	13	logistics	logistic	NOUN
fbem-20439	5	14	field	field	NOUN
fbem-20439	5	15	,	,	PUNCT
fbem-20439	5	16	and	and	CCONJ
fbem-20439	5	17	through	through	ADP
fbem-20439	5	18	data	data	NOUN
fbem-20439	5	19	-	-	PUNCT
fbem-20439	5	20	driven	drive	VERB
fbem-20439	5	21	intelligent	intelligent	ADJ
fbem-20439	5	22	logistics	logistic	NOUN
fbem-20439	5	23	management	management	NOUN
fbem-20439	5	24	and	and	CCONJ
fbem-20439	5	25	applications	application	NOUN
fbem-20439	5	26	in	in	ADP
fbem-20439	5	27	international	international	ADJ
fbem-20439	5	28	logistics	logistic	NOUN
fbem-20439	5	29	,	,	PUNCT
fbem-20439	5	30	more	more	ADJ
fbem-20439	5	31	refined	refined	ADJ
fbem-20439	5	32	supply	supply	NOUN
fbem-20439	5	33	chain	chain	NOUN
fbem-20439	5	34	management	management	NOUN
fbem-20439	5	35	,	,	PUNCT
fbem-20439	5	36	better	well	ADJ
fbem-20439	5	37	resource	resource	NOUN
fbem-20439	5	38	scheduling	scheduling	NOUN
fbem-20439	5	39	and	and	CCONJ
fbem-20439	5	40	higher	high	ADJ
fbem-20439	5	41	customer	customer	NOUN
fbem-20439	5	42	service	service	NOUN
fbem-20439	5	43	standards	standard	NOUN
fbem-20439	5	44	will	will	AUX
fbem-20439	5	45	be	be	AUX
fbem-20439	5	46	achieved	achieve	VERB
fbem-20439	5	47	.	.	PUNCT
fbem-20439	6	1	keywords	keyword	NOUN
fbem-20439	6	2	:	:	PUNCT
fbem-20439	6	3	artificial	artificial	ADJ
fbem-20439	6	4	intelligence	intelligence	NOUN
fbem-20439	6	5	;	;	PUNCT
fbem-20439	6	6	intelligent	intelligent	ADJ
fbem-20439	6	7	logistics	logistic	NOUN
fbem-20439	6	8	;	;	PUNCT
fbem-20439	6	9	intelligent	intelligent	ADJ
fbem-20439	6	10	distribution	distribution	NOUN
fbem-20439	6	11	;	;	PUNCT
fbem-20439	6	12	intelligent	intelligent	ADJ
fbem-20439	6	13	transportation	transportation	NOUN
fbem-20439	6	14	.	.	PUNCT
fbem-20439	7	1	1	1	X
fbem-20439	7	2	.	.	X
fbem-20439	7	3	introduction	introduction	NOUN
fbem-20439	7	4	logistics	logistic	NOUN
fbem-20439	7	5	is	be	AUX
fbem-20439	7	6	an	an	DET
fbem-20439	7	7	important	important	ADJ
fbem-20439	7	8	support	support	NOUN
fbem-20439	7	9	for	for	ADP
fbem-20439	7	10	the	the	DET
fbem-20439	7	11	development	development	NOUN
fbem-20439	7	12	of	of	ADP
fbem-20439	7	13	modern	modern	ADJ
fbem-20439	7	14	society	society	NOUN
fbem-20439	7	15	and	and	CCONJ
fbem-20439	7	16	economy	economy	NOUN
fbem-20439	7	17	,	,	PUNCT
fbem-20439	7	18	and	and	CCONJ
fbem-20439	7	19	artificial	artificial	ADJ
fbem-20439	7	20	intelligence	intelligence	NOUN
fbem-20439	7	21	,	,	PUNCT
fbem-20439	7	22	as	as	ADP
fbem-20439	7	23	a	a	DET
fbem-20439	7	24	cutting	cutting	NOUN
fbem-20439	7	25	-	-	PUNCT
fbem-20439	7	26	edge	edge	NOUN
fbem-20439	7	27	technology	technology	NOUN
fbem-20439	7	28	,	,	PUNCT
fbem-20439	7	29	has	have	VERB
fbem-20439	7	30	a	a	DET
fbem-20439	7	31	profound	profound	ADJ
fbem-20439	7	32	impact	impact	NOUN
fbem-20439	7	33	on	on	ADP
fbem-20439	7	34	the	the	DET
fbem-20439	7	35	development	development	NOUN
fbem-20439	7	36	of	of	ADP
fbem-20439	7	37	the	the	DET
fbem-20439	7	38	logistics	logistic	NOUN
fbem-20439	7	39	industry	industry	NOUN
fbem-20439	7	40	.	.	PUNCT
fbem-20439	8	1	the	the	DET
fbem-20439	8	2	purpose	purpose	NOUN
fbem-20439	8	3	of	of	ADP
fbem-20439	8	4	this	this	DET
fbem-20439	8	5	paper	paper	NOUN
fbem-20439	8	6	is	be	AUX
fbem-20439	8	7	to	to	PART
fbem-20439	8	8	discuss	discuss	VERB
fbem-20439	8	9	the	the	DET
fbem-20439	8	10	application	application	NOUN
fbem-20439	8	11	of	of	ADP
fbem-20439	8	12	artificial	artificial	ADJ
fbem-20439	8	13	intelligence	intelligence	NOUN
fbem-20439	8	14	in	in	ADP
fbem-20439	8	15	the	the	DET
fbem-20439	8	16	field	field	NOUN
fbem-20439	8	17	of	of	ADP
fbem-20439	8	18	logistics	logistic	NOUN
fbem-20439	8	19	,	,	PUNCT
fbem-20439	8	20	and	and	CCONJ
fbem-20439	8	21	analyze	analyze	VERB
fbem-20439	8	22	its	its	PRON
fbem-20439	8	23	impact	impact	NOUN
fbem-20439	8	24	on	on	ADP
fbem-20439	8	25	the	the	DET
fbem-20439	8	26	development	development	NOUN
fbem-20439	8	27	of	of	ADP
fbem-20439	8	28	logistics	logistic	NOUN
fbem-20439	8	29	industry	industry	NOUN
fbem-20439	8	30	,	,	PUNCT
fbem-20439	8	31	the	the	DET
fbem-20439	8	32	importance	importance	NOUN
fbem-20439	8	33	of	of	ADP
fbem-20439	8	34	logistics	logistic	NOUN
fbem-20439	8	35	industry	industry	NOUN
fbem-20439	8	36	and	and	CCONJ
fbem-20439	8	37	the	the	DET
fbem-20439	8	38	application	application	NOUN
fbem-20439	8	39	prospect	prospect	NOUN
fbem-20439	8	40	of	of	ADP
fbem-20439	8	41	artificial	artificial	ADJ
fbem-20439	8	42	intelligence	intelligence	NOUN
fbem-20439	8	43	technology	technology	NOUN
fbem-20439	8	44	in	in	ADP
fbem-20439	8	45	the	the	DET
fbem-20439	8	46	field	field	NOUN
fbem-20439	8	47	of	of	ADP
fbem-20439	8	48	logistics	logistic	NOUN
fbem-20439	8	49	.	.	PUNCT
fbem-20439	9	1	2	2	X
fbem-20439	9	2	.	.	X
fbem-20439	9	3	development	development	NOUN
fbem-20439	9	4	of	of	ADP
fbem-20439	9	5	artificial	artificial	ADJ
fbem-20439	9	6	intelligence	intelligence	NOUN
fbem-20439	9	7	2.1	2.1	NUM
fbem-20439	9	8	.	.	PUNCT
fbem-20439	10	1	the	the	DET
fbem-20439	10	2	definition	definition	NOUN
fbem-20439	10	3	of	of	ADP
fbem-20439	10	4	artificial	artificial	ADJ
fbem-20439	10	5	intelligence	intelligence	NOUN
fbem-20439	10	6	artificial	artificial	ADJ
fbem-20439	10	7	intelligence	intelligence	NOUN
fbem-20439	10	8	(	(	PUNCT
fbem-20439	10	9	ai	ai	PROPN
fbem-20439	10	10	)	)	PUNCT
fbem-20439	10	11	is	be	AUX
fbem-20439	10	12	the	the	DET
fbem-20439	10	13	ability	ability	NOUN
fbem-20439	10	14	to	to	PART
fbem-20439	10	15	simulate	simulate	VERB
fbem-20439	10	16	,	,	PUNCT
fbem-20439	10	17	extend	extend	VERB
fbem-20439	10	18	,	,	PUNCT
fbem-20439	10	19	and	and	CCONJ
fbem-20439	10	20	extend	extend	VERB
fbem-20439	10	21	human	human	ADJ
fbem-20439	10	22	intelligence	intelligence	NOUN
fbem-20439	10	23	to	to	PART
fbem-20439	10	24	enable	enable	VERB
fbem-20439	10	25	computer	computer	NOUN
fbem-20439	10	26	systems	system	NOUN
fbem-20439	10	27	to	to	PART
fbem-20439	10	28	perform	perform	VERB
fbem-20439	10	29	complex	complex	ADJ
fbem-20439	10	30	tasks	task	NOUN
fbem-20439	10	31	,	,	PUNCT
fbem-20439	10	32	including	include	VERB
fbem-20439	10	33	learning	learning	NOUN
fbem-20439	10	34	,	,	PUNCT
fbem-20439	10	35	reasoning	reasoning	NOUN
fbem-20439	10	36	,	,	PUNCT
fbem-20439	10	37	understanding	understanding	NOUN
fbem-20439	10	38	,	,	PUNCT
fbem-20439	10	39	decision	decision	NOUN
fbem-20439	10	40	making	making	NOUN
fbem-20439	10	41	,	,	PUNCT
fbem-20439	10	42	and	and	CCONJ
fbem-20439	10	43	interaction	interaction	NOUN
fbem-20439	10	44	.	.	PUNCT
fbem-20439	11	1	the	the	DET
fbem-20439	11	2	goal	goal	NOUN
fbem-20439	11	3	of	of	ADP
fbem-20439	11	4	artificial	artificial	ADJ
fbem-20439	11	5	intelligence	intelligence	NOUN
fbem-20439	11	6	is	be	AUX
fbem-20439	11	7	to	to	PART
fbem-20439	11	8	give	give	VERB
fbem-20439	11	9	machines	machine	NOUN
fbem-20439	11	10	a	a	DET
fbem-20439	11	11	human	human	ADJ
fbem-20439	11	12	-	-	PUNCT
fbem-20439	11	13	like	like	ADJ
fbem-20439	11	14	level	level	NOUN
fbem-20439	11	15	of	of	ADP
fbem-20439	11	16	intelligence	intelligence	NOUN
fbem-20439	11	17	that	that	PRON
fbem-20439	11	18	can	can	AUX
fbem-20439	11	19	perceive	perceive	VERB
fbem-20439	11	20	their	their	PRON
fbem-20439	11	21	environment	environment	NOUN
fbem-20439	11	22	,	,	PUNCT
fbem-20439	11	23	understand	understand	VERB
fbem-20439	11	24	natural	natural	ADJ
fbem-20439	11	25	language	language	NOUN
fbem-20439	11	26	,	,	PUNCT
fbem-20439	11	27	learn	learn	VERB
fbem-20439	11	28	and	and	CCONJ
fbem-20439	11	29	adapt	adapt	VERB
fbem-20439	11	30	to	to	ADP
fbem-20439	11	31	new	new	ADJ
fbem-20439	11	32	situations	situation	NOUN
fbem-20439	11	33	,	,	PUNCT
fbem-20439	11	34	and	and	CCONJ
fbem-20439	11	35	solve	solve	VERB
fbem-20439	11	36	problems	problem	NOUN
fbem-20439	11	37	and	and	CCONJ
fbem-20439	11	38	perform	perform	VERB
fbem-20439	11	39	tasks	task	NOUN
fbem-20439	11	40	.	.	PUNCT
fbem-20439	12	1	2.2	2.2	NUM
fbem-20439	12	2	.	.	PUNCT
fbem-20439	13	1	the	the	DET
fbem-20439	13	2	development	development	NOUN
fbem-20439	13	3	of	of	ADP
fbem-20439	13	4	artificial	artificial	ADJ
fbem-20439	13	5	intelligence	intelligence	NOUN
fbem-20439	13	6	the	the	DET
fbem-20439	13	7	development	development	NOUN
fbem-20439	13	8	process	process	NOUN
fbem-20439	13	9	of	of	ADP
fbem-20439	13	10	artificial	artificial	ADJ
fbem-20439	13	11	intelligence	intelligence	NOUN
fbem-20439	13	12	can	can	AUX
fbem-20439	13	13	be	be	AUX
fbem-20439	13	14	traced	trace	VERB
fbem-20439	13	15	back	back	ADV
fbem-20439	13	16	to	to	ADP
fbem-20439	13	17	the	the	DET
fbem-20439	13	18	1950s	1950	NOUN
fbem-20439	13	19	and	and	CCONJ
fbem-20439	13	20	has	have	AUX
fbem-20439	13	21	experienced	experience	VERB
fbem-20439	13	22	several	several	ADJ
fbem-20439	13	23	key	key	ADJ
fbem-20439	13	24	stages	stage	NOUN
fbem-20439	13	25	and	and	CCONJ
fbem-20439	13	26	important	important	ADJ
fbem-20439	13	27	breakthroughs	breakthrough	NOUN
fbem-20439	13	28	.	.	PUNCT
fbem-20439	14	1	the	the	DET
fbem-20439	14	2	following	follow	VERB
fbem-20439	14	3	is	be	AUX
fbem-20439	14	4	a	a	DET
fbem-20439	14	5	brief	brief	ADJ
fbem-20439	14	6	overview	overview	NOUN
fbem-20439	14	7	of	of	ADP
fbem-20439	14	8	the	the	DET
fbem-20439	14	9	development	development	NOUN
fbem-20439	14	10	process	process	NOUN
fbem-20439	14	11	of	of	ADP
fbem-20439	14	12	artificial	artificial	ADJ
fbem-20439	14	13	intelligence	intelligence	NOUN
fbem-20439	14	14	:	:	PUNCT
fbem-20439	14	15	early	early	ADJ
fbem-20439	14	16	reasoning	reasoning	NOUN
fbem-20439	14	17	and	and	CCONJ
fbem-20439	14	18	logic	logic	NOUN
fbem-20439	14	19	stage	stage	NOUN
fbem-20439	14	20	(	(	PUNCT
fbem-20439	14	21	1950s-1960s	1950s-1960s	NUM
fbem-20439	14	22	):	):	PUNCT
fbem-20439	14	23	in	in	ADP
fbem-20439	14	24	this	this	DET
fbem-20439	14	25	stage	stage	NOUN
fbem-20439	14	26	,	,	PUNCT
fbem-20439	14	27	researchers	researcher	NOUN
fbem-20439	14	28	mainly	mainly	ADV
fbem-20439	14	29	focus	focus	VERB
fbem-20439	14	30	on	on	ADP
fbem-20439	14	31	how	how	SCONJ
fbem-20439	14	32	to	to	PART
fbem-20439	14	33	use	use	VERB
fbem-20439	14	34	symbolic	symbolic	ADJ
fbem-20439	14	35	logic	logic	NOUN
fbem-20439	14	36	and	and	CCONJ
fbem-20439	14	37	reasoning	reasoning	NOUN
fbem-20439	14	38	rules	rule	NOUN
fbem-20439	14	39	to	to	PART
fbem-20439	14	40	simulate	simulate	VERB
fbem-20439	14	41	human	human	ADJ
fbem-20439	14	42	thinking	thinking	NOUN
fbem-20439	14	43	processes	process	NOUN
fbem-20439	14	44	.	.	PUNCT
fbem-20439	15	1	representative	representative	ADJ
fbem-20439	15	2	achievements	achievement	NOUN
fbem-20439	15	3	include	include	VERB
fbem-20439	15	4	symbolic	symbolic	ADJ
fbem-20439	15	5	reasoning	reasoning	NOUN
fbem-20439	15	6	systems	system	NOUN
fbem-20439	15	7	for	for	ADP
fbem-20439	15	8	logical	logical	ADJ
fbem-20439	15	9	reasoning	reasoning	NOUN
fbem-20439	15	10	and	and	CCONJ
fbem-20439	15	11	problem	problem	NOUN
fbem-20439	15	12	solving	solve	VERB
fbem-20439	15	13	.	.	PUNCT
fbem-20439	16	1	for	for	ADP
fbem-20439	16	2	example	example	NOUN
fbem-20439	16	3	,	,	PUNCT
fbem-20439	16	4	newell	newell	PROPN
fbem-20439	16	5	and	and	CCONJ
fbem-20439	16	6	simon	simon	PROPN
fbem-20439	16	7	's	's	PART
fbem-20439	16	8	logic	logic	ADJ
fbem-20439	16	9	theorist	theorist	NOUN
fbem-20439	16	10	and	and	CCONJ
fbem-20439	16	11	so	so	ADV
fbem-20439	16	12	on	on	ADV
fbem-20439	16	13	.	.	PUNCT
fbem-20439	17	1	the	the	DET
fbem-20439	17	2	knowledge	knowledge	NOUN
fbem-20439	17	3	-	-	PUNCT
fbem-20439	17	4	oriented	orient	VERB
fbem-20439	17	5	systems	system	NOUN
fbem-20439	17	6	stage	stage	NOUN
fbem-20439	17	7	(	(	PUNCT
fbem-20439	17	8	1960s-1980s	1960s-1980s	NUM
fbem-20439	17	9	):	):	PUNCT
fbem-20439	17	10	in	in	ADP
fbem-20439	17	11	this	this	DET
fbem-20439	17	12	stage	stage	NOUN
fbem-20439	17	13	,	,	PUNCT
fbem-20439	17	14	researchers	researcher	NOUN
fbem-20439	17	15	began	begin	VERB
fbem-20439	17	16	to	to	PART
fbem-20439	17	17	focus	focus	VERB
fbem-20439	17	18	on	on	ADP
fbem-20439	17	19	how	how	SCONJ
fbem-20439	17	20	to	to	PART
fbem-20439	17	21	transform	transform	VERB
fbem-20439	17	22	expert	expert	ADJ
fbem-20439	17	23	knowledge	knowledge	NOUN
fbem-20439	17	24	into	into	ADP
fbem-20439	17	25	a	a	DET
fbem-20439	17	26	computer	computer	NOUN
fbem-20439	17	27	-	-	PUNCT
fbem-20439	17	28	processable	processable	ADJ
fbem-20439	17	29	form	form	NOUN
fbem-20439	17	30	to	to	PART
fbem-20439	17	31	build	build	VERB
fbem-20439	17	32	expert	expert	NOUN
fbem-20439	17	33	systems	system	NOUN
fbem-20439	17	34	.	.	PUNCT
fbem-20439	18	1	using	use	VERB
fbem-20439	18	2	expert	expert	ADJ
fbem-20439	18	3	knowledge	knowledge	NOUN
fbem-20439	18	4	base	base	NOUN
fbem-20439	18	5	and	and	CCONJ
fbem-20439	18	6	reasoning	reasoning	NOUN
fbem-20439	18	7	mechanism	mechanism	NOUN
fbem-20439	18	8	,	,	PUNCT
fbem-20439	18	9	expert	expert	NOUN
fbem-20439	18	10	system	system	NOUN
fbem-20439	18	11	can	can	AUX
fbem-20439	18	12	solve	solve	VERB
fbem-20439	18	13	problems	problem	NOUN
fbem-20439	18	14	in	in	ADP
fbem-20439	18	15	specific	specific	ADJ
fbem-20439	18	16	fields	field	NOUN
fbem-20439	18	17	.	.	PUNCT
fbem-20439	19	1	representative	representative	ADJ
fbem-20439	19	2	achievements	achievement	NOUN
fbem-20439	19	3	include	include	VERB
fbem-20439	19	4	mycin	mycin	ADJ
fbem-20439	19	5	system	system	NOUN
fbem-20439	19	6	and	and	CCONJ
fbem-20439	19	7	expert	expert	NOUN
fbem-20439	19	8	system	system	NOUN
fbem-20439	19	9	.	.	PUNCT
fbem-20439	20	1	connectionism	connectionism	NOUN
fbem-20439	20	2	and	and	CCONJ
fbem-20439	20	3	machine	machine	NOUN
fbem-20439	20	4	learning	learning	NOUN
fbem-20439	20	5	phase	phase	NOUN
fbem-20439	20	6	(	(	PUNCT
fbem-20439	20	7	1980spresent	1980spresent	NUM
fbem-20439	20	8	):	):	PUNCT
fbem-20439	20	9	an	an	DET
fbem-20439	20	10	important	important	ADJ
fbem-20439	20	11	breakthrough	breakthrough	NOUN
fbem-20439	20	12	in	in	ADP
fbem-20439	20	13	this	this	DET
fbem-20439	20	14	phase	phase	NOUN
fbem-20439	20	15	was	be	AUX
fbem-20439	20	16	the	the	DET
fbem-20439	20	17	introduction	introduction	NOUN
fbem-20439	20	18	of	of	ADP
fbem-20439	20	19	the	the	DET
fbem-20439	20	20	concepts	concept	NOUN
fbem-20439	20	21	of	of	ADP
fbem-20439	20	22	connectionism	connectionism	NOUN
fbem-20439	20	23	and	and	CCONJ
fbem-20439	20	24	machine	machine	NOUN
fbem-20439	20	25	learning	learning	NOUN
fbem-20439	20	26	.	.	PUNCT
fbem-20439	21	1	connectionism	connectionism	NOUN
fbem-20439	21	2	emphasizes	emphasize	VERB
fbem-20439	21	3	the	the	DET
fbem-20439	21	4	simulation	simulation	NOUN
fbem-20439	21	5	and	and	CCONJ
fbem-20439	21	6	parallel	parallel	ADJ
fbem-20439	21	7	processing	processing	NOUN
fbem-20439	21	8	capabilities	capability	NOUN
fbem-20439	21	9	of	of	ADP
fbem-20439	21	10	neural	neural	ADJ
fbem-20439	21	11	networks	network	NOUN
fbem-20439	21	12	,	,	PUNCT
fbem-20439	21	13	while	while	SCONJ
fbem-20439	21	14	machine	machine	NOUN
fbem-20439	21	15	learning	learning	NOUN
fbem-20439	21	16	focuses	focus	VERB
fbem-20439	21	17	on	on	ADP
fbem-20439	21	18	how	how	SCONJ
fbem-20439	21	19	to	to	PART
fbem-20439	21	20	train	train	VERB
fbem-20439	21	21	and	and	CCONJ
fbem-20439	21	22	optimize	optimize	VERB
fbem-20439	21	23	models	model	NOUN
fbem-20439	21	24	through	through	ADP
fbem-20439	21	25	data	datum	NOUN
fbem-20439	21	26	.	.	PUNCT
fbem-20439	22	1	this	this	PRON
fbem-20439	22	2	has	have	AUX
fbem-20439	22	3	prompted	prompt	VERB
fbem-20439	22	4	ai	ai	PROPN
fbem-20439	22	5	research	research	NOUN
fbem-20439	22	6	to	to	PART
fbem-20439	22	7	shift	shift	VERB
fbem-20439	22	8	from	from	ADP
fbem-20439	22	9	rule	rule	NOUN
fbem-20439	22	10	-	-	PUNCT
fbem-20439	22	11	based	base	VERB
fbem-20439	22	12	reasoning	reasoning	NOUN
fbem-20439	22	13	to	to	ADP
fbem-20439	22	14	data	data	NOUN
fbem-20439	22	15	-	-	PUNCT
fbem-20439	22	16	driven	drive	VERB
fbem-20439	22	17	approaches	approach	NOUN
fbem-20439	22	18	.	.	PUNCT
fbem-20439	23	1	representative	representative	ADJ
fbem-20439	23	2	achievements	achievement	NOUN
fbem-20439	23	3	include	include	VERB
fbem-20439	23	4	deep	deep	ADJ
fbem-20439	23	5	learning	learning	NOUN
fbem-20439	23	6	models	model	NOUN
fbem-20439	23	7	,	,	PUNCT
fbem-20439	23	8	convolutional	convolutional	ADJ
fbem-20439	23	9	neural	neural	ADJ
fbem-20439	23	10	networks	network	NOUN
fbem-20439	23	11	(	(	PUNCT
fbem-20439	23	12	cnn	cnn	PROPN
fbem-20439	23	13	)	)	PUNCT
fbem-20439	23	14	and	and	CCONJ
fbem-20439	23	15	recurrent	recurrent	ADJ
fbem-20439	23	16	neural	neural	ADJ
fbem-20439	23	17	networks	network	NOUN
fbem-20439	23	18	(	(	PUNCT
fbem-20439	23	19	rnn	rnn	PROPN
fbem-20439	23	20	)	)	PUNCT
fbem-20439	23	21	.	.	PUNCT
fbem-20439	24	1	reinforcement	reinforcement	NOUN
fbem-20439	24	2	learning	learning	NOUN
fbem-20439	24	3	and	and	CCONJ
fbem-20439	24	4	autonomous	autonomous	ADJ
fbem-20439	24	5	intelligence	intelligence	NOUN
fbem-20439	24	6	stage	stage	NOUN
fbem-20439	24	7	(	(	PUNCT
fbem-20439	24	8	2000s	2000	NOUN
fbem-20439	24	9	present	present	ADJ
fbem-20439	24	10	)	)	PUNCT
fbem-20439	24	11	:	:	PUNCT
fbem-20439	24	12	reinforcement	reinforcement	NOUN
fbem-20439	24	13	learning	learning	NOUN
fbem-20439	24	14	is	be	AUX
fbem-20439	24	15	a	a	DET
fbem-20439	24	16	machine	machine	NOUN
fbem-20439	24	17	learning	learn	VERB
fbem-20439	24	18	approach	approach	NOUN
fbem-20439	24	19	that	that	PRON
fbem-20439	24	20	learns	learn	VERB
fbem-20439	24	21	through	through	ADP
fbem-20439	24	22	interaction	interaction	NOUN
fbem-20439	24	23	with	with	ADP
fbem-20439	24	24	the	the	DET
fbem-20439	24	25	environment	environment	NOUN
fbem-20439	24	26	how	how	SCONJ
fbem-20439	24	27	to	to	PART
fbem-20439	24	28	take	take	VERB
fbem-20439	24	29	actions	action	NOUN
fbem-20439	24	30	to	to	PART
fbem-20439	24	31	maximize	maximize	VERB
fbem-20439	24	32	expected	expect	VERB
fbem-20439	24	33	returns	return	NOUN
fbem-20439	24	34	.	.	PUNCT
fbem-20439	25	1	research	research	NOUN
fbem-20439	25	2	in	in	ADP
fbem-20439	25	3	this	this	DET
fbem-20439	25	4	area	area	NOUN
fbem-20439	25	5	enables	enable	VERB
fbem-20439	25	6	machines	machine	NOUN
fbem-20439	25	7	to	to	PART
fbem-20439	25	8	learn	learn	VERB
fbem-20439	25	9	and	and	CCONJ
fbem-20439	25	10	make	make	VERB
fbem-20439	25	11	decisions	decision	NOUN
fbem-20439	25	12	autonomously	autonomously	ADV
fbem-20439	25	13	and	and	CCONJ
fbem-20439	25	14	achieve	achieve	VERB
fbem-20439	25	15	intelligent	intelligent	ADJ
fbem-20439	25	16	behavior	behavior	NOUN
fbem-20439	25	17	in	in	ADP
fbem-20439	25	18	complex	complex	ADJ
fbem-20439	25	19	environments	environment	NOUN
fbem-20439	25	20	.	.	PUNCT
fbem-20439	26	1	typical	typical	ADJ
fbem-20439	26	2	achievements	achievement	NOUN
fbem-20439	26	3	include	include	VERB
fbem-20439	26	4	successful	successful	ADJ
fbem-20439	26	5	applications	application	NOUN
fbem-20439	26	6	such	such	ADJ
fbem-20439	26	7	as	as	ADP
fbem-20439	26	8	alphago	alphago	NOUN
fbem-20439	26	9	in	in	ADP
fbem-20439	26	10	gaming	gaming	NOUN
fbem-20439	26	11	and	and	CCONJ
fbem-20439	26	12	control	control	NOUN
fbem-20439	26	13	.	.	PUNCT
fbem-20439	27	1	3	3	X
fbem-20439	27	2	.	.	X
fbem-20439	27	3	application	application	NOUN
fbem-20439	27	4	of	of	ADP
fbem-20439	27	5	artificial	artificial	ADJ
fbem-20439	27	6	intelligence	intelligence	NOUN
fbem-20439	27	7	in	in	ADP
fbem-20439	27	8	the	the	DET
fbem-20439	27	9	field	field	NOUN
fbem-20439	27	10	of	of	ADP
fbem-20439	27	11	logistics	logistic	NOUN
fbem-20439	27	12	3.1	3.1	NUM
fbem-20439	27	13	.	.	PUNCT
fbem-20439	27	14	intelligent	intelligent	ADJ
fbem-20439	27	15	distribution	distribution	NOUN
fbem-20439	27	16	in	in	ADP
fbem-20439	27	17	the	the	DET
fbem-20439	27	18	field	field	NOUN
fbem-20439	27	19	of	of	ADP
fbem-20439	27	20	intelligent	intelligent	ADJ
fbem-20439	27	21	distribution	distribution	NOUN
fbem-20439	27	22	,	,	PUNCT
fbem-20439	27	23	the	the	DET
fbem-20439	27	24	application	application	NOUN
fbem-20439	27	25	of	of	ADP
fbem-20439	27	26	artificial	artificial	ADJ
fbem-20439	27	27	intelligence	intelligence	NOUN
fbem-20439	27	28	can	can	AUX
fbem-20439	27	29	improve	improve	VERB
fbem-20439	27	30	logistics	logistics	NOUN
fbem-20439	27	31	efficiency	efficiency	NOUN
fbem-20439	27	32	,	,	PUNCT
fbem-20439	27	33	reduce	reduce	VERB
fbem-20439	27	34	costs	cost	NOUN
fbem-20439	27	35	and	and	CCONJ
fbem-20439	27	36	provide	provide	VERB
fbem-20439	27	37	better	well	ADJ
fbem-20439	27	38	services	service	NOUN
fbem-20439	27	39	.	.	PUNCT
fbem-20439	28	1	here	here	ADV
fbem-20439	28	2	are	be	AUX
fbem-20439	28	3	a	a	DET
fbem-20439	28	4	few	few	ADJ
fbem-20439	28	5	specific	specific	ADJ
fbem-20439	28	6	applications	application	NOUN
fbem-20439	28	7	of	of	ADP
fbem-20439	28	8	ai	ai	NOUN
fbem-20439	28	9	in	in	ADP
fbem-20439	28	10	the	the	DET
fbem-20439	28	11	field	field	NOUN
fbem-20439	28	12	of	of	ADP
fbem-20439	28	13	smart	smart	ADJ
fbem-20439	28	14	delivery	delivery	NOUN
fbem-20439	28	15	:	:	PUNCT
fbem-20439	29	1	3.1.1	3.1.1	X
fbem-20439	29	2	.	.	PUNCT
fbem-20439	29	3	route	route	NOUN
fbem-20439	29	4	optimization	optimization	NOUN
fbem-20439	29	5	and	and	CCONJ
fbem-20439	29	6	planning	planning	NOUN
fbem-20439	29	7	with	with	ADP
fbem-20439	29	8	ai	ai	PROPN
fbem-20439	29	9	technology	technology	NOUN
fbem-20439	29	10	,	,	PUNCT
fbem-20439	29	11	massive	massive	ADJ
fbem-20439	29	12	amounts	amount	NOUN
fbem-20439	29	13	of	of	ADP
fbem-20439	29	14	order	order	NOUN
fbem-20439	29	15	data	datum	NOUN
fbem-20439	29	16	,	,	PUNCT
fbem-20439	29	17	traffic	traffic	NOUN
fbem-20439	29	18	information	information	NOUN
fbem-20439	29	19	,	,	PUNCT
fbem-20439	29	20	and	and	CCONJ
fbem-20439	29	21	distribution	distribution	NOUN
fbem-20439	29	22	networks	network	NOUN
fbem-20439	29	23	can	can	AUX
fbem-20439	29	24	be	be	AUX
fbem-20439	29	25	analyzed	analyze	VERB
fbem-20439	29	26	and	and	CCONJ
fbem-20439	29	27	modeled	model	VERB
fbem-20439	29	28	to	to	PART
fbem-20439	29	29	optimize	optimize	VERB
fbem-20439	29	30	delivery	delivery	NOUN
fbem-20439	29	31	routes	route	NOUN
fbem-20439	29	32	and	and	CCONJ
fbem-20439	29	33	plan	plan	VERB
fbem-20439	29	34	the	the	DET
fbem-20439	29	35	best	good	ADJ
fbem-20439	29	36	delivery	delivery	NOUN
fbem-20439	29	37	plans[1].the	plans[1].the	DET
fbem-20439	29	38	intelligent	intelligent	ADJ
fbem-20439	29	39	scheduling	scheduling	NOUN
fbem-20439	29	40	system	system	NOUN
fbem-20439	29	41	based	base	VERB
fbem-20439	29	42	on	on	ADP
fbem-20439	29	43	real	real	ADJ
fbem-20439	29	44	-	-	PUNCT
fbem-20439	29	45	time	time	NOUN
fbem-20439	29	46	data	datum	NOUN
fbem-20439	29	47	can	can	AUX
fbem-20439	29	48	consider	consider	VERB
fbem-20439	29	49	various	various	ADJ
fbem-20439	29	50	factors	factor	NOUN
fbem-20439	29	51	,	,	PUNCT
fbem-20439	29	52	such	such	ADJ
fbem-20439	29	53	as	as	ADP
fbem-20439	29	54	traffic	traffic	NOUN
fbem-20439	29	55	congestion	congestion	NOUN
fbem-20439	29	56	,	,	PUNCT
fbem-20439	29	57	distribution	distribution	NOUN
fbem-20439	29	58	volume	volume	NOUN
fbem-20439	29	59	and	and	CCONJ
fbem-20439	29	60	distribution	distribution	NOUN
fbem-20439	29	61	time	time	NOUN
fbem-20439	29	62	window	window	NOUN
fbem-20439	29	63	,	,	PUNCT
fbem-20439	29	64	etc	etc	X
fbem-20439	29	65	.	.	X
fbem-20439	29	66	,	,	PUNCT
fbem-20439	29	67	to	to	ADP
fbem-20439	29	68	67	67	NUM
fbem-20439	29	69	achieve	achieve	VERB
fbem-20439	29	70	the	the	DET
fbem-20439	29	71	shortest	short	ADJ
fbem-20439	29	72	path	path	NOUN
fbem-20439	29	73	and	and	CCONJ
fbem-20439	29	74	the	the	DET
fbem-20439	29	75	optimal	optimal	ADJ
fbem-20439	29	76	distribution	distribution	NOUN
fbem-20439	29	77	order	order	NOUN
fbem-20439	29	78	.	.	PUNCT
fbem-20439	30	1	3.1.2	3.1.2	X
fbem-20439	30	2	.	.	NOUN
fbem-20439	30	3	automated	automate	VERB
fbem-20439	30	4	warehouse	warehouse	NOUN
fbem-20439	30	5	management	management	NOUN
fbem-20439	30	6	the	the	DET
fbem-20439	30	7	application	application	NOUN
fbem-20439	30	8	of	of	ADP
fbem-20439	30	9	artificial	artificial	ADJ
fbem-20439	30	10	intelligence	intelligence	NOUN
fbem-20439	30	11	in	in	ADP
fbem-20439	30	12	warehouse	warehouse	NOUN
fbem-20439	30	13	management	management	NOUN
fbem-20439	30	14	can	can	AUX
fbem-20439	30	15	improve	improve	VERB
fbem-20439	30	16	the	the	DET
fbem-20439	30	17	automation	automation	NOUN
fbem-20439	30	18	of	of	ADP
fbem-20439	30	19	warehouse	warehouse	NOUN
fbem-20439	30	20	operation.for	operation.for	ADP
fbem-20439	30	21	example	example	NOUN
fbem-20439	30	22	,	,	PUNCT
fbem-20439	30	23	using	use	VERB
fbem-20439	30	24	machine	machine	NOUN
fbem-20439	30	25	learning	learning	NOUN
fbem-20439	30	26	and	and	CCONJ
fbem-20439	30	27	computer	computer	NOUN
fbem-20439	30	28	vision	vision	NOUN
fbem-20439	30	29	technology	technology	NOUN
fbem-20439	30	30	,	,	PUNCT
fbem-20439	30	31	systems	system	NOUN
fbem-20439	30	32	can	can	AUX
fbem-20439	30	33	be	be	AUX
fbem-20439	30	34	developed	develop	VERB
fbem-20439	30	35	to	to	PART
fbem-20439	30	36	automatically	automatically	ADV
fbem-20439	30	37	identify	identify	VERB
fbem-20439	30	38	and	and	CCONJ
fbem-20439	30	39	classify	classify	VERB
fbem-20439	30	40	goods	good	NOUN
fbem-20439	30	41	,	,	PUNCT
fbem-20439	30	42	making	make	VERB
fbem-20439	30	43	the	the	DET
fbem-20439	30	44	process	process	NOUN
fbem-20439	30	45	of	of	ADP
fbem-20439	30	46	warehousing	warehousing	NOUN
fbem-20439	30	47	and	and	CCONJ
fbem-20439	30	48	unloading	unloading	NOUN
fbem-20439	30	49	goods	good	NOUN
fbem-20439	30	50	more	more	ADV
fbem-20439	30	51	efficient	efficient	ADJ
fbem-20439	30	52	and	and	CCONJ
fbem-20439	30	53	accurate.in	accurate.in	NUM
fbem-20439	30	54	addition	addition	NOUN
fbem-20439	30	55	,	,	PUNCT
fbem-20439	30	56	robot	robot	NOUN
fbem-20439	30	57	operators	operator	NOUN
fbem-20439	30	58	can	can	AUX
fbem-20439	30	59	be	be	AUX
fbem-20439	30	60	applied	apply	VERB
fbem-20439	30	61	to	to	PART
fbem-20439	30	62	automatically	automatically	ADV
fbem-20439	30	63	pick	pick	VERB
fbem-20439	30	64	,	,	PUNCT
fbem-20439	30	65	load	load	NOUN
fbem-20439	30	66	and	and	CCONJ
fbem-20439	30	67	sort	sort	ADJ
fbem-20439	30	68	goods	good	NOUN
fbem-20439	30	69	,	,	PUNCT
fbem-20439	30	70	thereby	thereby	ADV
fbem-20439	30	71	reducing	reduce	VERB
fbem-20439	30	72	labor	labor	NOUN
fbem-20439	30	73	costs	cost	NOUN
fbem-20439	30	74	and	and	CCONJ
fbem-20439	30	75	improving	improve	VERB
fbem-20439	30	76	operational	operational	ADJ
fbem-20439	30	77	efficiency[2	efficiency[2	NOUN
fbem-20439	30	78	]	]	PUNCT
fbem-20439	30	79	.	.	PUNCT
fbem-20439	31	1	3.1.3	3.1.3	NUM
fbem-20439	31	2	.	.	PUNCT
fbem-20439	31	3	forecast	forecast	NOUN
fbem-20439	31	4	demand	demand	NOUN
fbem-20439	31	5	and	and	CCONJ
fbem-20439	31	6	inventory	inventory	NOUN
fbem-20439	31	7	management	management	NOUN
fbem-20439	31	8	artificial	artificial	ADJ
fbem-20439	31	9	intelligence	intelligence	NOUN
fbem-20439	31	10	can	can	AUX
fbem-20439	31	11	forecast	forecast	VERB
fbem-20439	31	12	demand	demand	NOUN
fbem-20439	31	13	and	and	CCONJ
fbem-20439	31	14	manage	manage	VERB
fbem-20439	31	15	inventory	inventory	NOUN
fbem-20439	31	16	by	by	ADP
fbem-20439	31	17	analyzing	analyze	VERB
fbem-20439	31	18	historical	historical	ADJ
fbem-20439	31	19	data	datum	NOUN
fbem-20439	31	20	and	and	CCONJ
fbem-20439	31	21	market	market	NOUN
fbem-20439	31	22	trends	trend	NOUN
fbem-20439	31	23	.	.	PUNCT
fbem-20439	32	1	by	by	ADP
fbem-20439	32	2	using	use	VERB
fbem-20439	32	3	machine	machine	NOUN
fbem-20439	32	4	learning	learning	NOUN
fbem-20439	32	5	algorithms	algorithm	NOUN
fbem-20439	32	6	,	,	PUNCT
fbem-20439	32	7	future	future	ADJ
fbem-20439	32	8	demand	demand	NOUN
fbem-20439	32	9	and	and	CCONJ
fbem-20439	32	10	trends	trend	NOUN
fbem-20439	32	11	can	can	AUX
fbem-20439	32	12	be	be	AUX
fbem-20439	32	13	predicted	predict	VERB
fbem-20439	32	14	,	,	PUNCT
fbem-20439	32	15	thereby	thereby	ADV
fbem-20439	32	16	helping	help	VERB
fbem-20439	32	17	enterprises	enterprise	NOUN
fbem-20439	32	18	to	to	PART
fbem-20439	32	19	better	well	ADV
fbem-20439	32	20	formulate	formulate	VERB
fbem-20439	32	21	procurement	procurement	NOUN
fbem-20439	32	22	plans	plan	NOUN
fbem-20439	32	23	and	and	CCONJ
fbem-20439	32	24	inventory	inventory	NOUN
fbem-20439	32	25	management	management	NOUN
fbem-20439	32	26	strategies	strategy	NOUN
fbem-20439	32	27	,	,	PUNCT
fbem-20439	32	28	reducing	reduce	VERB
fbem-20439	32	29	inventory	inventory	NOUN
fbem-20439	32	30	overstocking	overstock	VERB
fbem-20439	32	31	and	and	CCONJ
fbem-20439	32	32	stock	stock	NOUN
fbem-20439	32	33	shortage	shortage	NOUN
fbem-20439	32	34	problems	problem	NOUN
fbem-20439	32	35	.	.	PUNCT
fbem-20439	33	1	3.1.4	3.1.4	NUM
fbem-20439	33	2	.	.	PUNCT
fbem-20439	33	3	logistics	logistic	NOUN
fbem-20439	33	4	transportation	transportation	NOUN
fbem-20439	33	5	monitoring	monitoring	NOUN
fbem-20439	33	6	and	and	CCONJ
fbem-20439	33	7	scheduling	schedule	VERB
fbem-20439	33	8	artificial	artificial	ADJ
fbem-20439	33	9	intelligence	intelligence	NOUN
fbem-20439	33	10	can	can	AUX
fbem-20439	33	11	optimize	optimize	VERB
fbem-20439	33	12	the	the	DET
fbem-20439	33	13	scheduling	scheduling	NOUN
fbem-20439	33	14	and	and	CCONJ
fbem-20439	33	15	route	route	NOUN
fbem-20439	33	16	selection	selection	NOUN
fbem-20439	33	17	of	of	ADP
fbem-20439	33	18	logistics	logistic	NOUN
fbem-20439	33	19	transportation	transportation	NOUN
fbem-20439	33	20	by	by	ADP
fbem-20439	33	21	monitoring	monitor	VERB
fbem-20439	33	22	and	and	CCONJ
fbem-20439	33	23	analyzing	analyze	VERB
fbem-20439	33	24	information	information	NOUN
fbem-20439	33	25	such	such	ADJ
fbem-20439	33	26	as	as	ADP
fbem-20439	33	27	traffic	traffic	NOUN
fbem-20439	33	28	conditions	condition	NOUN
fbem-20439	33	29	,	,	PUNCT
fbem-20439	33	30	meteorological	meteorological	ADJ
fbem-20439	33	31	conditions	condition	NOUN
fbem-20439	33	32	and	and	CCONJ
fbem-20439	33	33	order	order	NOUN
fbem-20439	33	34	changes	change	NOUN
fbem-20439	33	35	in	in	ADP
fbem-20439	33	36	real	real	ADJ
fbem-20439	33	37	time	time	NOUN
fbem-20439	33	38	.	.	PUNCT
fbem-20439	34	1	with	with	ADP
fbem-20439	34	2	the	the	DET
fbem-20439	34	3	help	help	NOUN
fbem-20439	34	4	of	of	ADP
fbem-20439	34	5	intelligent	intelligent	ADJ
fbem-20439	34	6	systems	system	NOUN
fbem-20439	34	7	,	,	PUNCT
fbem-20439	34	8	transportation	transportation	NOUN
fbem-20439	34	9	plans	plan	NOUN
fbem-20439	34	10	can	can	AUX
fbem-20439	34	11	be	be	AUX
fbem-20439	34	12	adjusted	adjust	VERB
fbem-20439	34	13	in	in	ADP
fbem-20439	34	14	time	time	NOUN
fbem-20439	34	15	to	to	PART
fbem-20439	34	16	cope	cope	VERB
fbem-20439	34	17	with	with	ADP
fbem-20439	34	18	traffic	traffic	NOUN
fbem-20439	34	19	congestion	congestion	NOUN
fbem-20439	34	20	,	,	PUNCT
fbem-20439	34	21	sudden	sudden	ADJ
fbem-20439	34	22	weather	weather	NOUN
fbem-20439	34	23	changes	change	NOUN
fbem-20439	34	24	and	and	CCONJ
fbem-20439	34	25	other	other	ADJ
fbem-20439	34	26	unforeseen	unforeseen	ADJ
fbem-20439	34	27	factors	factor	NOUN
fbem-20439	34	28	to	to	PART
fbem-20439	34	29	ensure	ensure	VERB
fbem-20439	34	30	timely	timely	ADJ
fbem-20439	34	31	delivery	delivery	NOUN
fbem-20439	34	32	of	of	ADP
fbem-20439	34	33	goods	good	NOUN
fbem-20439	34	34	.	.	PUNCT
fbem-20439	35	1	in	in	ADP
fbem-20439	35	2	short	short	ADJ
fbem-20439	35	3	,	,	PUNCT
fbem-20439	35	4	the	the	DET
fbem-20439	35	5	application	application	NOUN
fbem-20439	35	6	of	of	ADP
fbem-20439	35	7	artificial	artificial	ADJ
fbem-20439	35	8	intelligence	intelligence	NOUN
fbem-20439	35	9	in	in	ADP
fbem-20439	35	10	the	the	DET
fbem-20439	35	11	field	field	NOUN
fbem-20439	35	12	of	of	ADP
fbem-20439	35	13	intelligent	intelligent	ADJ
fbem-20439	35	14	distribution	distribution	NOUN
fbem-20439	35	15	can	can	AUX
fbem-20439	35	16	improve	improve	VERB
fbem-20439	35	17	distribution	distribution	NOUN
fbem-20439	35	18	efficiency	efficiency	NOUN
fbem-20439	35	19	,	,	PUNCT
fbem-20439	35	20	reduce	reduce	VERB
fbem-20439	35	21	costs	cost	NOUN
fbem-20439	35	22	,	,	PUNCT
fbem-20439	35	23	and	and	CCONJ
fbem-20439	35	24	optimize	optimize	VERB
fbem-20439	35	25	the	the	DET
fbem-20439	35	26	quality	quality	NOUN
fbem-20439	35	27	of	of	ADP
fbem-20439	35	28	logistics	logistic	NOUN
fbem-20439	35	29	services	service	NOUN
fbem-20439	35	30	.	.	PUNCT
fbem-20439	36	1	through	through	ADP
fbem-20439	36	2	technical	technical	ADJ
fbem-20439	36	3	means	mean	NOUN
fbem-20439	36	4	such	such	ADJ
fbem-20439	36	5	as	as	ADP
fbem-20439	36	6	automation	automation	NOUN
fbem-20439	36	7	,	,	PUNCT
fbem-20439	36	8	forecasting	forecasting	NOUN
fbem-20439	36	9	and	and	CCONJ
fbem-20439	36	10	optimization	optimization	NOUN
fbem-20439	36	11	,	,	PUNCT
fbem-20439	36	12	intelligent	intelligent	ADJ
fbem-20439	36	13	distribution	distribution	NOUN
fbem-20439	36	14	systems	system	NOUN
fbem-20439	36	15	can	can	AUX
fbem-20439	36	16	better	well	ADV
fbem-20439	36	17	adapt	adapt	VERB
fbem-20439	36	18	to	to	ADP
fbem-20439	36	19	market	market	NOUN
fbem-20439	36	20	needs	need	NOUN
fbem-20439	36	21	and	and	CCONJ
fbem-20439	36	22	changes	change	NOUN
fbem-20439	36	23	,	,	PUNCT
fbem-20439	36	24	and	and	CCONJ
fbem-20439	36	25	provide	provide	VERB
fbem-20439	36	26	users	user	NOUN
fbem-20439	36	27	with	with	ADP
fbem-20439	36	28	a	a	DET
fbem-20439	36	29	more	more	ADV
fbem-20439	36	30	efficient	efficient	ADJ
fbem-20439	36	31	,	,	PUNCT
fbem-20439	36	32	accurate	accurate	ADJ
fbem-20439	36	33	and	and	CCONJ
fbem-20439	36	34	convenient	convenient	ADJ
fbem-20439	36	35	distribution	distribution	NOUN
fbem-20439	36	36	experience	experience	NOUN
fbem-20439	36	37	.	.	PUNCT
fbem-20439	37	1	3.2	3.2	NUM
fbem-20439	37	2	.	.	PUNCT
fbem-20439	38	1	intelligent	intelligent	ADJ
fbem-20439	38	2	transportation	transportation	NOUN
fbem-20439	38	3	the	the	DET
fbem-20439	38	4	application	application	NOUN
fbem-20439	38	5	of	of	ADP
fbem-20439	38	6	artificial	artificial	ADJ
fbem-20439	38	7	intelligence	intelligence	NOUN
fbem-20439	38	8	in	in	ADP
fbem-20439	38	9	the	the	DET
fbem-20439	38	10	field	field	NOUN
fbem-20439	38	11	of	of	ADP
fbem-20439	38	12	intelligent	intelligent	ADJ
fbem-20439	38	13	transportation	transportation	NOUN
fbem-20439	38	14	can	can	AUX
fbem-20439	38	15	improve	improve	VERB
fbem-20439	38	16	the	the	DET
fbem-20439	38	17	efficiency	efficiency	NOUN
fbem-20439	38	18	of	of	ADP
fbem-20439	38	19	traffic	traffic	NOUN
fbem-20439	38	20	management	management	NOUN
fbem-20439	38	21	,	,	PUNCT
fbem-20439	38	22	improve	improve	VERB
fbem-20439	38	23	road	road	NOUN
fbem-20439	38	24	safety	safety	NOUN
fbem-20439	38	25	,	,	PUNCT
fbem-20439	38	26	and	and	CCONJ
fbem-20439	38	27	optimize	optimize	VERB
fbem-20439	38	28	the	the	DET
fbem-20439	38	29	utilization	utilization	NOUN
fbem-20439	38	30	of	of	ADP
fbem-20439	38	31	transportation	transportation	NOUN
fbem-20439	38	32	resources[3].here	resources[3].here	PROPN
fbem-20439	38	33	are	be	AUX
fbem-20439	38	34	a	a	DET
fbem-20439	38	35	few	few	ADJ
fbem-20439	38	36	specific	specific	ADJ
fbem-20439	38	37	applications	application	NOUN
fbem-20439	38	38	of	of	ADP
fbem-20439	38	39	artificial	artificial	ADJ
fbem-20439	38	40	intelligence	intelligence	NOUN
fbem-20439	38	41	in	in	ADP
fbem-20439	38	42	intelligent	intelligent	ADJ
fbem-20439	38	43	transportation	transportation	NOUN
fbem-20439	38	44	.	.	PUNCT
fbem-20439	39	1	3.2.1	3.2.1	NUM
fbem-20439	39	2	.	.	PUNCT
fbem-20439	39	3	road	road	NOUN
fbem-20439	39	4	condition	condition	NOUN
fbem-20439	39	5	monitoring	monitoring	NOUN
fbem-20439	39	6	and	and	CCONJ
fbem-20439	39	7	scheduling	scheduling	NOUN
fbem-20439	39	8	ai	ai	VERB
fbem-20439	39	9	can	can	AUX
fbem-20439	39	10	provide	provide	VERB
fbem-20439	39	11	accurate	accurate	ADJ
fbem-20439	39	12	information	information	NOUN
fbem-20439	39	13	on	on	ADP
fbem-20439	39	14	road	road	NOUN
fbem-20439	39	15	conditions	condition	NOUN
fbem-20439	39	16	by	by	ADP
fbem-20439	39	17	monitoring	monitor	VERB
fbem-20439	39	18	data	datum	NOUN
fbem-20439	39	19	such	such	ADJ
fbem-20439	39	20	as	as	ADP
fbem-20439	39	21	traffic	traffic	NOUN
fbem-20439	39	22	flow	flow	NOUN
fbem-20439	39	23	,	,	PUNCT
fbem-20439	39	24	road	road	NOUN
fbem-20439	39	25	conditions	condition	NOUN
fbem-20439	39	26	and	and	CCONJ
fbem-20439	39	27	accident	accident	NOUN
fbem-20439	39	28	situations	situation	NOUN
fbem-20439	39	29	in	in	ADP
fbem-20439	39	30	real	real	ADJ
fbem-20439	39	31	time	time	NOUN
fbem-20439	39	32	,	,	PUNCT
fbem-20439	39	33	as	as	ADV
fbem-20439	39	34	well	well	ADV
fbem-20439	39	35	as	as	ADP
fbem-20439	39	36	analyzing	analyze	VERB
fbem-20439	39	37	historical	historical	ADJ
fbem-20439	39	38	data	datum	NOUN
fbem-20439	39	39	and	and	CCONJ
fbem-20439	39	40	predictive	predictive	ADJ
fbem-20439	39	41	models	model	NOUN
fbem-20439	39	42	.	.	PUNCT
fbem-20439	40	1	based	base	VERB
fbem-20439	40	2	on	on	ADP
fbem-20439	40	3	this	this	DET
fbem-20439	40	4	information	information	NOUN
fbem-20439	40	5	,	,	PUNCT
fbem-20439	40	6	intelligent	intelligent	ADJ
fbem-20439	40	7	transport	transport	NOUN
fbem-20439	40	8	systems	system	NOUN
fbem-20439	40	9	can	can	AUX
fbem-20439	40	10	adjust	adjust	VERB
fbem-20439	40	11	routes	route	NOUN
fbem-20439	40	12	and	and	CCONJ
fbem-20439	40	13	traffic	traffic	NOUN
fbem-20439	40	14	signals	signal	NOUN
fbem-20439	40	15	in	in	ADP
fbem-20439	40	16	real	real	ADJ
fbem-20439	40	17	time	time	NOUN
fbem-20439	40	18	to	to	PART
fbem-20439	40	19	optimize	optimize	VERB
fbem-20439	40	20	traffic	traffic	NOUN
fbem-20439	40	21	flow	flow	NOUN
fbem-20439	40	22	and	and	CCONJ
fbem-20439	40	23	reduce	reduce	VERB
fbem-20439	40	24	congestion	congestion	NOUN
fbem-20439	40	25	and	and	CCONJ
fbem-20439	40	26	delays	delay	NOUN
fbem-20439	40	27	.	.	PUNCT
fbem-20439	41	1	3.2.2	3.2.2	NUM
fbem-20439	41	2	.	.	PUNCT
fbem-20439	41	3	autonomous	autonomous	ADJ
fbem-20439	41	4	driving	driving	NOUN
fbem-20439	41	5	technology	technology	NOUN
fbem-20439	41	6	the	the	DET
fbem-20439	41	7	application	application	NOUN
fbem-20439	41	8	of	of	ADP
fbem-20439	41	9	artificial	artificial	ADJ
fbem-20439	41	10	intelligence	intelligence	NOUN
fbem-20439	41	11	in	in	ADP
fbem-20439	41	12	autonomous	autonomous	ADJ
fbem-20439	41	13	driving	driving	NOUN
fbem-20439	41	14	technology	technology	NOUN
fbem-20439	41	15	is	be	AUX
fbem-20439	41	16	an	an	DET
fbem-20439	41	17	important	important	ADJ
fbem-20439	41	18	breakthrough	breakthrough	NOUN
fbem-20439	41	19	in	in	ADP
fbem-20439	41	20	the	the	DET
fbem-20439	41	21	field	field	NOUN
fbem-20439	41	22	of	of	ADP
fbem-20439	41	23	intelligent	intelligent	ADJ
fbem-20439	41	24	transportation	transportation	NOUN
fbem-20439	41	25	.	.	PUNCT
fbem-20439	42	1	through	through	ADP
fbem-20439	42	2	deep	deep	ADJ
fbem-20439	42	3	learning	learning	NOUN
fbem-20439	42	4	and	and	CCONJ
fbem-20439	42	5	computer	computer	NOUN
fbem-20439	42	6	vision	vision	NOUN
fbem-20439	42	7	technology	technology	NOUN
fbem-20439	42	8	,	,	PUNCT
fbem-20439	42	9	intelligent	intelligent	ADJ
fbem-20439	42	10	vehicles	vehicle	NOUN
fbem-20439	42	11	can	can	AUX
fbem-20439	42	12	sense	sense	VERB
fbem-20439	42	13	the	the	DET
fbem-20439	42	14	road	road	NOUN
fbem-20439	42	15	environment	environment	NOUN
fbem-20439	42	16	,	,	PUNCT
fbem-20439	42	17	recognize	recognize	VERB
fbem-20439	42	18	traffic	traffic	NOUN
fbem-20439	42	19	signs	sign	NOUN
fbem-20439	42	20	and	and	CCONJ
fbem-20439	42	21	other	other	ADJ
fbem-20439	42	22	vehicles	vehicle	NOUN
fbem-20439	42	23	,	,	PUNCT
fbem-20439	42	24	and	and	CCONJ
fbem-20439	42	25	make	make	VERB
fbem-20439	42	26	intelligent	intelligent	ADJ
fbem-20439	42	27	decisions	decision	NOUN
fbem-20439	42	28	and	and	CCONJ
fbem-20439	42	29	autonomous	autonomous	ADJ
fbem-20439	42	30	driving	driving	NOUN
fbem-20439	42	31	.	.	PUNCT
fbem-20439	43	1	autonomous	autonomous	ADJ
fbem-20439	43	2	driving	driving	NOUN
fbem-20439	43	3	technology	technology	NOUN
fbem-20439	43	4	can	can	AUX
fbem-20439	43	5	improve	improve	VERB
fbem-20439	43	6	traffic	traffic	NOUN
fbem-20439	43	7	safety	safety	NOUN
fbem-20439	43	8	,	,	PUNCT
fbem-20439	43	9	reduce	reduce	VERB
fbem-20439	43	10	traffic	traffic	NOUN
fbem-20439	43	11	accidents	accident	NOUN
fbem-20439	43	12	,	,	PUNCT
fbem-20439	43	13	and	and	CCONJ
fbem-20439	43	14	improve	improve	VERB
fbem-20439	43	15	traffic	traffic	NOUN
fbem-20439	43	16	efficiency	efficiency	NOUN
fbem-20439	43	17	.	.	PUNCT
fbem-20439	44	1	3.2.3	3.2.3	X
fbem-20439	44	2	.	.	PUNCT
fbem-20439	44	3	freight	freight	NOUN
fbem-20439	44	4	optimization	optimization	NOUN
fbem-20439	44	5	and	and	CCONJ
fbem-20439	44	6	scheduling	scheduling	NOUN
fbem-20439	44	7	by	by	ADP
fbem-20439	44	8	modeling	modeling	NOUN
fbem-20439	44	9	and	and	CCONJ
fbem-20439	44	10	analyzing	analyze	VERB
fbem-20439	44	11	cargo	cargo	NOUN
fbem-20439	44	12	demand	demand	NOUN
fbem-20439	44	13	,	,	PUNCT
fbem-20439	44	14	transportation	transportation	NOUN
fbem-20439	44	15	network	network	NOUN
fbem-20439	44	16	and	and	CCONJ
fbem-20439	44	17	logistics	logistic	NOUN
fbem-20439	44	18	information	information	NOUN
fbem-20439	44	19	,	,	PUNCT
fbem-20439	44	20	ai	ai	VERB
fbem-20439	44	21	can	can	AUX
fbem-20439	44	22	optimize	optimize	VERB
fbem-20439	44	23	the	the	DET
fbem-20439	44	24	routing	routing	NOUN
fbem-20439	44	25	,	,	PUNCT
fbem-20439	44	26	transportation	transportation	NOUN
fbem-20439	44	27	mode	mode	NOUN
fbem-20439	44	28	and	and	CCONJ
fbem-20439	44	29	scheduling	scheduling	NOUN
fbem-20439	44	30	of	of	ADP
fbem-20439	44	31	freight	freight	NOUN
fbem-20439	44	32	.	.	PUNCT
fbem-20439	45	1	using	use	VERB
fbem-20439	45	2	machine	machine	NOUN
fbem-20439	45	3	learning	learning	NOUN
fbem-20439	45	4	and	and	CCONJ
fbem-20439	45	5	optimization	optimization	NOUN
fbem-20439	45	6	algorithms	algorithm	NOUN
fbem-20439	45	7	,	,	PUNCT
fbem-20439	45	8	intelligent	intelligent	ADJ
fbem-20439	45	9	transportation	transportation	NOUN
fbem-20439	45	10	systems	system	NOUN
fbem-20439	45	11	can	can	AUX
fbem-20439	45	12	help	help	VERB
fbem-20439	45	13	logistics	logistics	NOUN
fbem-20439	45	14	companies	company	NOUN
fbem-20439	45	15	reduce	reduce	VERB
fbem-20439	45	16	transportation	transportation	NOUN
fbem-20439	45	17	costs	cost	NOUN
fbem-20439	45	18	,	,	PUNCT
fbem-20439	45	19	improve	improve	VERB
fbem-20439	45	20	distribution	distribution	NOUN
fbem-20439	45	21	efficiency	efficiency	NOUN
fbem-20439	45	22	,	,	PUNCT
fbem-20439	45	23	and	and	CCONJ
fbem-20439	45	24	reduce	reduce	VERB
fbem-20439	45	25	transportation	transportation	NOUN
fbem-20439	45	26	time	time	NOUN
fbem-20439	45	27	and	and	CCONJ
fbem-20439	45	28	energy	energy	NOUN
fbem-20439	45	29	consumption	consumption	NOUN
fbem-20439	45	30	.	.	PUNCT
fbem-20439	46	1	3.2.4	3.2.4	NUM
fbem-20439	46	2	.	.	PUNCT
fbem-20439	46	3	safety	safety	NOUN
fbem-20439	46	4	and	and	CCONJ
fbem-20439	46	5	risk	risk	NOUN
fbem-20439	46	6	prediction	prediction	NOUN
fbem-20439	46	7	ai	ai	VERB
fbem-20439	46	8	can	can	AUX
fbem-20439	46	9	analyze	analyze	VERB
fbem-20439	46	10	large	large	ADJ
fbem-20439	46	11	amounts	amount	NOUN
fbem-20439	46	12	of	of	ADP
fbem-20439	46	13	traffic	traffic	NOUN
fbem-20439	46	14	data	datum	NOUN
fbem-20439	46	15	and	and	CCONJ
fbem-20439	46	16	behavioral	behavioral	ADJ
fbem-20439	46	17	patterns	pattern	NOUN
fbem-20439	46	18	for	for	ADP
fbem-20439	46	19	predicting	predict	VERB
fbem-20439	46	20	traffic	traffic	NOUN
fbem-20439	46	21	accident	accident	NOUN
fbem-20439	46	22	risks	risk	NOUN
fbem-20439	46	23	and	and	CCONJ
fbem-20439	46	24	safety	safety	NOUN
fbem-20439	46	25	hazards	hazard	NOUN
fbem-20439	46	26	.	.	PUNCT
fbem-20439	47	1	by	by	ADP
fbem-20439	47	2	monitoring	monitor	VERB
fbem-20439	47	3	driving	drive	VERB
fbem-20439	47	4	behavior	behavior	NOUN
fbem-20439	47	5	and	and	CCONJ
fbem-20439	47	6	traffic	traffic	NOUN
fbem-20439	47	7	violations	violation	NOUN
fbem-20439	47	8	,	,	PUNCT
fbem-20439	47	9	intelligent	intelligent	ADJ
fbem-20439	47	10	transport	transport	NOUN
fbem-20439	47	11	systems	system	NOUN
fbem-20439	47	12	can	can	AUX
fbem-20439	47	13	detect	detect	VERB
fbem-20439	47	14	potential	potential	ADJ
fbem-20439	47	15	risk	risk	NOUN
fbem-20439	47	16	factors	factor	NOUN
fbem-20439	47	17	and	and	CCONJ
fbem-20439	47	18	provide	provide	VERB
fbem-20439	47	19	early	early	ADJ
fbem-20439	47	20	warning	warning	NOUN
fbem-20439	47	21	and	and	CCONJ
fbem-20439	47	22	improvement	improvement	NOUN
fbem-20439	47	23	measures	measure	NOUN
fbem-20439	47	24	to	to	PART
fbem-20439	47	25	improve	improve	VERB
fbem-20439	47	26	road	road	NOUN
fbem-20439	47	27	safety	safety	NOUN
fbem-20439	47	28	.	.	PUNCT
fbem-20439	48	1	3.2.5	3.2.5	NUM
fbem-20439	48	2	.	.	PUNCT
fbem-20439	48	3	intelligent	intelligent	ADJ
fbem-20439	48	4	logistics	logistic	NOUN
fbem-20439	48	5	management	management	NOUN
fbem-20439	48	6	ai	ai	VERB
fbem-20439	48	7	can	can	AUX
fbem-20439	48	8	optimize	optimize	VERB
fbem-20439	48	9	logistics	logistic	NOUN
fbem-20439	48	10	networks	network	NOUN
fbem-20439	48	11	and	and	CCONJ
fbem-20439	48	12	warehouse	warehouse	NOUN
fbem-20439	48	13	management	management	NOUN
fbem-20439	48	14	by	by	ADP
fbem-20439	48	15	integrating	integrate	VERB
fbem-20439	48	16	logistics	logistic	NOUN
fbem-20439	48	17	data	datum	NOUN
fbem-20439	48	18	and	and	CCONJ
fbem-20439	48	19	analyzing	analyze	VERB
fbem-20439	48	20	supply	supply	NOUN
fbem-20439	48	21	chain	chain	NOUN
fbem-20439	48	22	information	information	NOUN
fbem-20439	48	23	.	.	PUNCT
fbem-20439	49	1	by	by	ADP
fbem-20439	49	2	forecasting	forecast	VERB
fbem-20439	49	3	demand	demand	NOUN
fbem-20439	49	4	,	,	PUNCT
fbem-20439	49	5	reducing	reduce	VERB
fbem-20439	49	6	inventory	inventory	NOUN
fbem-20439	49	7	,	,	PUNCT
fbem-20439	49	8	and	and	CCONJ
fbem-20439	49	9	optimizing	optimize	VERB
fbem-20439	49	10	scheduling	scheduling	NOUN
fbem-20439	49	11	,	,	PUNCT
fbem-20439	49	12	intelligent	intelligent	ADJ
fbem-20439	49	13	logistics	logistic	NOUN
fbem-20439	49	14	systems	system	NOUN
fbem-20439	49	15	can	can	AUX
fbem-20439	49	16	improve	improve	VERB
fbem-20439	49	17	logistics	logistics	NOUN
fbem-20439	49	18	efficiency	efficiency	NOUN
fbem-20439	49	19	and	and	CCONJ
fbem-20439	49	20	customer	customer	NOUN
fbem-20439	49	21	satisfaction	satisfaction	NOUN
fbem-20439	49	22	,	,	PUNCT
fbem-20439	49	23	and	and	CCONJ
fbem-20439	49	24	reduce	reduce	VERB
fbem-20439	49	25	logistics	logistic	NOUN
fbem-20439	49	26	costs	cost	NOUN
fbem-20439	49	27	.	.	PUNCT
fbem-20439	50	1	in	in	ADP
fbem-20439	50	2	short	short	ADJ
fbem-20439	50	3	,	,	PUNCT
fbem-20439	50	4	the	the	DET
fbem-20439	50	5	application	application	NOUN
fbem-20439	50	6	of	of	ADP
fbem-20439	50	7	artificial	artificial	ADJ
fbem-20439	50	8	intelligence	intelligence	NOUN
fbem-20439	50	9	in	in	ADP
fbem-20439	50	10	the	the	DET
fbem-20439	50	11	field	field	NOUN
fbem-20439	50	12	of	of	ADP
fbem-20439	50	13	intelligent	intelligent	ADJ
fbem-20439	50	14	transportation	transportation	NOUN
fbem-20439	50	15	can	can	AUX
fbem-20439	50	16	improve	improve	VERB
fbem-20439	50	17	the	the	DET
fbem-20439	50	18	efficiency	efficiency	NOUN
fbem-20439	50	19	of	of	ADP
fbem-20439	50	20	traffic	traffic	NOUN
fbem-20439	50	21	management	management	NOUN
fbem-20439	50	22	,	,	PUNCT
fbem-20439	50	23	improve	improve	VERB
fbem-20439	50	24	road	road	NOUN
fbem-20439	50	25	safety	safety	NOUN
fbem-20439	50	26	,	,	PUNCT
fbem-20439	50	27	and	and	CCONJ
fbem-20439	50	28	optimize	optimize	VERB
fbem-20439	50	29	the	the	DET
fbem-20439	50	30	utilization	utilization	NOUN
fbem-20439	50	31	of	of	ADP
fbem-20439	50	32	transportation	transportation	NOUN
fbem-20439	50	33	resources	resource	NOUN
fbem-20439	50	34	.	.	PUNCT
fbem-20439	51	1	through	through	ADP
fbem-20439	51	2	real	real	ADJ
fbem-20439	51	3	-	-	PUNCT
fbem-20439	51	4	time	time	NOUN
fbem-20439	51	5	monitoring	monitoring	NOUN
fbem-20439	51	6	and	and	CCONJ
fbem-20439	51	7	predictive	predictive	ADJ
fbem-20439	51	8	analysis	analysis	NOUN
fbem-20439	51	9	,	,	PUNCT
fbem-20439	51	10	intelligent	intelligent	ADJ
fbem-20439	51	11	transportation	transportation	NOUN
fbem-20439	51	12	systems	system	NOUN
fbem-20439	51	13	can	can	AUX
fbem-20439	51	14	provide	provide	VERB
fbem-20439	51	15	accurate	accurate	ADJ
fbem-20439	51	16	road	road	NOUN
fbem-20439	51	17	condition	condition	NOUN
fbem-20439	51	18	information	information	NOUN
fbem-20439	51	19	and	and	CCONJ
fbem-20439	51	20	scheduling	scheduling	NOUN
fbem-20439	51	21	decisions	decision	NOUN
fbem-20439	51	22	,	,	PUNCT
fbem-20439	51	23	providing	provide	VERB
fbem-20439	51	24	people	people	NOUN
fbem-20439	51	25	with	with	ADP
fbem-20439	51	26	more	more	ADV
fbem-20439	51	27	efficient	efficient	ADJ
fbem-20439	51	28	,	,	PUNCT
fbem-20439	51	29	safe	safe	ADJ
fbem-20439	51	30	and	and	CCONJ
fbem-20439	51	31	sustainable	sustainable	ADJ
fbem-20439	51	32	development	development	NOUN
fbem-20439	51	33	.	.	PUNCT
fbem-20439	52	1	4	4	X
fbem-20439	52	2	.	.	NOUN
fbem-20439	52	3	advantages	advantage	NOUN
fbem-20439	52	4	and	and	CCONJ
fbem-20439	52	5	challenges	challenge	NOUN
fbem-20439	52	6	of	of	ADP
fbem-20439	52	7	artificial	artificial	ADJ
fbem-20439	52	8	intelligence	intelligence	NOUN
fbem-20439	52	9	in	in	ADP
fbem-20439	52	10	logistics	logistic	NOUN
fbem-20439	52	11	4.1	4.1	NUM
fbem-20439	52	12	.	.	PUNCT
fbem-20439	53	1	data	datum	NOUN
fbem-20439	53	2	security	security	NOUN
fbem-20439	53	3	and	and	CCONJ
fbem-20439	53	4	privacy	privacy	NOUN
fbem-20439	53	5	protection	protection	NOUN
fbem-20439	53	6	ai	ai	VERB
fbem-20439	53	7	has	have	VERB
fbem-20439	53	8	many	many	ADJ
fbem-20439	53	9	advantages	advantage	NOUN
fbem-20439	53	10	in	in	ADP
fbem-20439	53	11	the	the	DET
fbem-20439	53	12	field	field	NOUN
fbem-20439	53	13	of	of	ADP
fbem-20439	53	14	logistics	logistic	NOUN
fbem-20439	53	15	,	,	PUNCT
fbem-20439	53	16	but	but	CCONJ
fbem-20439	53	17	it	it	PRON
fbem-20439	53	18	also	also	ADV
fbem-20439	53	19	faces	face	VERB
fbem-20439	53	20	some	some	DET
fbem-20439	53	21	challenges	challenge	NOUN
fbem-20439	53	22	.	.	PUNCT
fbem-20439	54	1	advantages	advantage	NOUN
fbem-20439	54	2	:	:	PUNCT
fbem-20439	54	3	artificial	artificial	ADJ
fbem-20439	54	4	intelligence	intelligence	NOUN
fbem-20439	54	5	in	in	ADP
fbem-20439	54	6	the	the	DET
fbem-20439	54	7	field	field	NOUN
fbem-20439	54	8	of	of	ADP
fbem-20439	54	9	logistics	logistic	NOUN
fbem-20439	54	10	can	can	AUX
fbem-20439	54	11	provide	provide	VERB
fbem-20439	54	12	more	more	ADV
fbem-20439	54	13	accurate	accurate	ADJ
fbem-20439	54	14	prediction	prediction	NOUN
fbem-20439	54	15	and	and	CCONJ
fbem-20439	54	16	decision	decision	NOUN
fbem-20439	54	17	support	support	NOUN
fbem-20439	54	18	through	through	ADP
fbem-20439	54	19	the	the	DET
fbem-20439	54	20	analysis	analysis	NOUN
fbem-20439	54	21	and	and	CCONJ
fbem-20439	54	22	mining	mining	NOUN
fbem-20439	54	23	of	of	ADP
fbem-20439	54	24	large	large	ADJ
fbem-20439	54	25	-	-	PUNCT
fbem-20439	54	26	scale	scale	NOUN
fbem-20439	54	27	data.it	data.it	X
fbem-20439	54	28	can	can	AUX
fbem-20439	54	29	process	process	VERB
fbem-20439	54	30	massive	massive	ADJ
fbem-20439	54	31	logistics	logistic	NOUN
fbem-20439	54	32	data	datum	NOUN
fbem-20439	54	33	,	,	PUNCT
fbem-20439	54	34	including	include	VERB
fbem-20439	54	35	order	order	NOUN
fbem-20439	54	36	information	information	NOUN
fbem-20439	54	37	,	,	PUNCT
fbem-20439	54	38	transportation	transportation	NOUN
fbem-20439	54	39	trajectory	trajectory	NOUN
fbem-20439	54	40	,	,	PUNCT
fbem-20439	54	41	customer	customer	NOUN
fbem-20439	54	42	demand	demand	NOUN
fbem-20439	54	43	,	,	PUNCT
fbem-20439	54	44	etc	etc	X
fbem-20439	54	45	.	.	X
fbem-20439	54	46	,	,	PUNCT
fbem-20439	54	47	to	to	PART
fbem-20439	54	48	optimize	optimize	VERB
fbem-20439	54	49	logistics	logistic	NOUN
fbem-20439	54	50	operations	operation	NOUN
fbem-20439	54	51	and	and	CCONJ
fbem-20439	54	52	improve	improve	VERB
fbem-20439	54	53	service	service	NOUN
fbem-20439	54	54	quality	quality	NOUN
fbem-20439	54	55	.	.	PUNCT
fbem-20439	55	1	in	in	ADP
fbem-20439	55	2	addition	addition	NOUN
fbem-20439	55	3	,	,	PUNCT
fbem-20439	55	4	ai	ai	AUX
fbem-20439	55	5	technology	technology	NOUN
fbem-20439	55	6	can	can	AUX
fbem-20439	55	7	also	also	ADV
fbem-20439	55	8	identify	identify	VERB
fbem-20439	55	9	and	and	CCONJ
fbem-20439	55	10	respond	respond	VERB
fbem-20439	55	11	to	to	ADP
fbem-20439	55	12	potential	potential	ADJ
fbem-20439	55	13	risks	risk	NOUN
fbem-20439	55	14	and	and	CCONJ
fbem-20439	55	15	anomalies	anomaly	NOUN
fbem-20439	55	16	,	,	PUNCT
fbem-20439	55	17	thereby	thereby	ADV
fbem-20439	55	18	improving	improve	VERB
fbem-20439	55	19	logistics	logistic	NOUN
fbem-20439	55	20	security	security	NOUN
fbem-20439	55	21	.	.	PUNCT
fbem-20439	56	1	the	the	DET
fbem-20439	56	2	challenge	challenge	NOUN
fbem-20439	56	3	:	:	PUNCT
fbem-20439	56	4	data	datum	NOUN
fbem-20439	56	5	security	security	NOUN
fbem-20439	56	6	and	and	CCONJ
fbem-20439	56	7	privacy	privacy	NOUN
fbem-20439	56	8	protection	protection	NOUN
fbem-20439	56	9	is	be	AUX
fbem-20439	56	10	an	an	DET
fbem-20439	56	11	important	important	ADJ
fbem-20439	56	12	challenge	challenge	NOUN
fbem-20439	56	13	in	in	ADP
fbem-20439	56	14	the	the	DET
fbem-20439	56	15	use	use	NOUN
fbem-20439	56	16	of	of	ADP
fbem-20439	56	17	ai	ai	PRON
fbem-20439	56	18	technology	technology	NOUN
fbem-20439	56	19	.	.	PUNCT
fbem-20439	57	1	the	the	DET
fbem-20439	57	2	field	field	NOUN
fbem-20439	57	3	of	of	ADP
fbem-20439	57	4	logistics	logistic	NOUN
fbem-20439	57	5	involves	involve	VERB
fbem-20439	57	6	a	a	DET
fbem-20439	57	7	lot	lot	NOUN
fbem-20439	57	8	of	of	ADP
fbem-20439	57	9	sensitive	sensitive	ADJ
fbem-20439	57	10	data	datum	NOUN
fbem-20439	57	11	,	,	PUNCT
fbem-20439	57	12	such	such	ADJ
fbem-20439	57	13	as	as	ADP
fbem-20439	57	14	customer	customer	NOUN
fbem-20439	57	15	information	information	NOUN
fbem-20439	57	16	,	,	PUNCT
fbem-20439	57	17	shipping	shipping	NOUN
fbem-20439	57	18	routes	route	NOUN
fbem-20439	57	19	and	and	CCONJ
fbem-20439	57	20	the	the	DET
fbem-20439	57	21	value	value	NOUN
fbem-20439	57	22	of	of	ADP
fbem-20439	57	23	goods	good	NOUN
fbem-20439	57	24	.	.	PUNCT
fbem-20439	58	1	ensuring	ensure	VERB
fbem-20439	58	2	the	the	DET
fbem-20439	58	3	security	security	NOUN
fbem-20439	58	4	and	and	CCONJ
fbem-20439	58	5	privacy	privacy	NOUN
fbem-20439	58	6	of	of	ADP
fbem-20439	58	7	your	your	PRON
fbem-20439	58	8	data	data	NOUN
fbem-20439	58	9	is	be	AUX
fbem-20439	58	10	paramount	paramount	ADJ
fbem-20439	58	11	.	.	PUNCT
fbem-20439	59	1	at	at	ADP
fbem-20439	59	2	the	the	DET
fbem-20439	59	3	same	same	ADJ
fbem-20439	59	4	time	time	NOUN
fbem-20439	59	5	,	,	PUNCT
fbem-20439	59	6	for	for	ADP
fbem-20439	59	7	logistics	logistic	NOUN
fbem-20439	59	8	enterprises	enterprise	NOUN
fbem-20439	59	9	involved	involve	VERB
fbem-20439	59	10	in	in	ADP
fbem-20439	59	11	cross	cross	ADJ
fbem-20439	59	12	-	-	ADJ
fbem-20439	59	13	border	border	ADJ
fbem-20439	59	14	transportation	transportation	NOUN
fbem-20439	59	15	,	,	PUNCT
fbem-20439	59	16	it	it	PRON
fbem-20439	59	17	is	be	AUX
fbem-20439	59	18	also	also	ADV
fbem-20439	59	19	necessary	necessary	ADJ
fbem-20439	59	20	to	to	PART
fbem-20439	59	21	comply	comply	VERB
fbem-20439	59	22	with	with	ADP
fbem-20439	59	23	the	the	DET
fbem-20439	59	24	data	datum	NOUN
fbem-20439	59	25	of	of	ADP
fbem-20439	59	26	different	different	ADJ
fbem-20439	59	27	countries	country	NOUN
fbem-20439	59	28	and	and	CCONJ
fbem-20439	59	29	regions	region	NOUN
fbem-20439	59	30	.	.	PUNCT
fbem-20439	60	1	4.2	4.2	NUM
fbem-20439	60	2	.	.	PUNCT
fbem-20439	61	1	technical	technical	ADJ
fbem-20439	61	2	application	application	NOUN
fbem-20439	61	3	and	and	CCONJ
fbem-20439	61	4	management	management	NOUN
fbem-20439	61	5	issues	issue	NOUN
fbem-20439	61	6	advantages	advantage	NOUN
fbem-20439	61	7	:	:	PUNCT
fbem-20439	61	8	the	the	DET
fbem-20439	61	9	application	application	NOUN
fbem-20439	61	10	of	of	ADP
fbem-20439	61	11	artificial	artificial	ADJ
fbem-20439	61	12	intelligence	intelligence	NOUN
fbem-20439	61	13	can	can	AUX
fbem-20439	61	14	help	help	VERB
fbem-20439	61	15	logistics	logistics	NOUN
fbem-20439	61	16	enterprises	enterprise	NOUN
fbem-20439	61	17	achieve	achieve	VERB
fbem-20439	61	18	more	more	ADV
fbem-20439	61	19	accurate	accurate	ADJ
fbem-20439	61	20	demand	demand	NOUN
fbem-20439	61	21	forecasting	forecasting	NOUN
fbem-20439	61	22	,	,	PUNCT
fbem-20439	61	23	accurate	accurate	ADJ
fbem-20439	61	24	scheduling	scheduling	NOUN
fbem-20439	61	25	and	and	CCONJ
fbem-20439	61	26	optimized	optimize	VERB
fbem-20439	61	27	resource	resource	NOUN
fbem-20439	61	28	utilization.it	utilization.it	PRON
fbem-20439	61	29	can	can	AUX
fbem-20439	61	30	improve	improve	VERB
fbem-20439	61	31	the	the	DET
fbem-20439	61	32	visualization	visualization	NOUN
fbem-20439	61	33	and	and	CCONJ
fbem-20439	61	34	management	management	NOUN
fbem-20439	61	35	68	68	NUM
fbem-20439	61	36	of	of	ADP
fbem-20439	61	37	logistics	logistic	NOUN
fbem-20439	61	38	networks	network	NOUN
fbem-20439	61	39	,	,	PUNCT
fbem-20439	61	40	improve	improve	VERB
fbem-20439	61	41	transportation	transportation	NOUN
fbem-20439	61	42	efficiency	efficiency	NOUN
fbem-20439	61	43	and	and	CCONJ
fbem-20439	61	44	customer	customer	NOUN
fbem-20439	61	45	satisfaction	satisfaction	NOUN
fbem-20439	61	46	.	.	PUNCT
fbem-20439	62	1	challenges	challenge	NOUN
fbem-20439	62	2	:	:	PUNCT
fbem-20439	62	3	in	in	ADP
fbem-20439	62	4	practical	practical	ADJ
fbem-20439	62	5	applications	application	NOUN
fbem-20439	62	6	,	,	PUNCT
fbem-20439	62	7	logistics	logistic	NOUN
fbem-20439	62	8	companies	company	NOUN
fbem-20439	62	9	need	need	VERB
fbem-20439	62	10	to	to	PART
fbem-20439	62	11	solve	solve	VERB
fbem-20439	62	12	some	some	DET
fbem-20439	62	13	technical	technical	ADJ
fbem-20439	62	14	application	application	NOUN
fbem-20439	62	15	and	and	CCONJ
fbem-20439	62	16	management	management	NOUN
fbem-20439	62	17	problems	problem	NOUN
fbem-20439	62	18	.	.	PUNCT
fbem-20439	63	1	choosing	choose	VERB
fbem-20439	63	2	the	the	DET
fbem-20439	63	3	right	right	NOUN
fbem-20439	63	4	ai	ai	VERB
fbem-20439	63	5	technology	technology	NOUN
fbem-20439	63	6	and	and	CCONJ
fbem-20439	63	7	algorithm	algorithm	NOUN
fbem-20439	63	8	is	be	AUX
fbem-20439	63	9	crucial	crucial	ADJ
fbem-20439	63	10	to	to	ADP
fbem-20439	63	11	solving	solve	VERB
fbem-20439	63	12	specific	specific	ADJ
fbem-20439	63	13	logistics	logistic	NOUN
fbem-20439	63	14	problems	problem	NOUN
fbem-20439	63	15	.	.	PUNCT
fbem-20439	64	1	5	5	X
fbem-20439	64	2	.	.	X
fbem-20439	64	3	future	future	ADJ
fbem-20439	64	4	development	development	NOUN
fbem-20439	64	5	trends	trend	NOUN
fbem-20439	64	6	in	in	ADP
fbem-20439	64	7	the	the	DET
fbem-20439	64	8	field	field	NOUN
fbem-20439	64	9	of	of	ADP
fbem-20439	64	10	logistics	logistic	NOUN
fbem-20439	64	11	5.1	5.1	NUM
fbem-20439	64	12	.	.	PUNCT
fbem-20439	65	1	integration	integration	NOUN
fbem-20439	65	2	of	of	ADP
fbem-20439	65	3	artificial	artificial	ADJ
fbem-20439	65	4	intelligence	intelligence	NOUN
fbem-20439	65	5	and	and	CCONJ
fbem-20439	65	6	logistics	logistic	NOUN
fbem-20439	65	7	in	in	ADP
fbem-20439	65	8	the	the	DET
fbem-20439	65	9	future	future	NOUN
fbem-20439	65	10	,	,	PUNCT
fbem-20439	65	11	artificial	artificial	ADJ
fbem-20439	65	12	intelligence	intelligence	NOUN
fbem-20439	65	13	technology	technology	NOUN
fbem-20439	65	14	will	will	AUX
fbem-20439	65	15	be	be	AUX
fbem-20439	65	16	more	more	ADV
fbem-20439	65	17	deeply	deeply	ADV
fbem-20439	65	18	integrated	integrate	VERB
fbem-20439	65	19	with	with	ADP
fbem-20439	65	20	the	the	DET
fbem-20439	65	21	logistics	logistic	NOUN
fbem-20439	65	22	field	field	NOUN
fbem-20439	65	23	to	to	PART
fbem-20439	65	24	achieve	achieve	VERB
fbem-20439	65	25	more	more	ADV
fbem-20439	65	26	efficient	efficient	ADJ
fbem-20439	65	27	and	and	CCONJ
fbem-20439	65	28	intelligent	intelligent	ADJ
fbem-20439	65	29	logistics	logistic	NOUN
fbem-20439	65	30	management	management	NOUN
fbem-20439	65	31	.	.	PUNCT
fbem-20439	66	1	logistics	logistic	NOUN
fbem-20439	66	2	companies	company	NOUN
fbem-20439	66	3	will	will	AUX
fbem-20439	66	4	widely	widely	ADV
fbem-20439	66	5	adopt	adopt	VERB
fbem-20439	66	6	automation	automation	NOUN
fbem-20439	66	7	,	,	PUNCT
fbem-20439	66	8	intelligent	intelligent	ADJ
fbem-20439	66	9	equipment	equipment	NOUN
fbem-20439	66	10	and	and	CCONJ
fbem-20439	66	11	robotics	robotic	NOUN
fbem-20439	66	12	,	,	PUNCT
fbem-20439	66	13	such	such	ADJ
fbem-20439	66	14	as	as	ADP
fbem-20439	66	15	autonomous	autonomous	ADJ
fbem-20439	66	16	vehicles	vehicle	NOUN
fbem-20439	66	17	,	,	PUNCT
fbem-20439	66	18	unmanned	unmanned	ADJ
fbem-20439	66	19	warehouses	warehouse	NOUN
fbem-20439	66	20	and	and	CCONJ
fbem-20439	66	21	intelligent	intelligent	ADJ
fbem-20439	66	22	robotic	robotic	ADJ
fbem-20439	66	23	arms	arm	NOUN
fbem-20439	66	24	,	,	PUNCT
fbem-20439	66	25	to	to	PART
fbem-20439	66	26	improve	improve	VERB
fbem-20439	66	27	operational	operational	ADJ
fbem-20439	66	28	efficiency	efficiency	NOUN
fbem-20439	66	29	and	and	CCONJ
fbem-20439	66	30	reduce	reduce	VERB
fbem-20439	66	31	labor	labor	NOUN
fbem-20439	66	32	costs[4].at	costs[4].at	PROPN
fbem-20439	66	33	the	the	DET
fbem-20439	66	34	same	same	ADJ
fbem-20439	66	35	time	time	NOUN
fbem-20439	66	36	,	,	PUNCT
fbem-20439	66	37	artificial	artificial	ADJ
fbem-20439	66	38	intelligence	intelligence	NOUN
fbem-20439	66	39	will	will	AUX
fbem-20439	66	40	be	be	AUX
fbem-20439	66	41	combined	combine	VERB
fbem-20439	66	42	with	with	ADP
fbem-20439	66	43	big	big	ADJ
fbem-20439	66	44	data	datum	NOUN
fbem-20439	66	45	,	,	PUNCT
fbem-20439	66	46	the	the	DET
fbem-20439	66	47	internet	internet	NOUN
fbem-20439	66	48	of	of	ADP
fbem-20439	66	49	things	thing	NOUN
fbem-20439	66	50	and	and	CCONJ
fbem-20439	66	51	cloud	cloud	NOUN
fbem-20439	66	52	computing	computing	NOUN
fbem-20439	66	53	and	and	CCONJ
fbem-20439	66	54	other	other	ADJ
fbem-20439	66	55	technologies	technology	NOUN
fbem-20439	66	56	to	to	PART
fbem-20439	66	57	achieve	achieve	VERB
fbem-20439	66	58	real	real	ADJ
fbem-20439	66	59	-	-	PUNCT
fbem-20439	66	60	time	time	NOUN
fbem-20439	66	61	monitoring	monitoring	NOUN
fbem-20439	66	62	,	,	PUNCT
fbem-20439	66	63	intelligent	intelligent	ADJ
fbem-20439	66	64	scheduling	scheduling	NOUN
fbem-20439	66	65	and	and	CCONJ
fbem-20439	66	66	predictive	predictive	ADJ
fbem-20439	66	67	analysis	analysis	NOUN
fbem-20439	66	68	,	,	PUNCT
fbem-20439	66	69	and	and	CCONJ
fbem-20439	66	70	further	far	ADV
fbem-20439	66	71	improve	improve	VERB
fbem-20439	66	72	logistics	logistic	NOUN
fbem-20439	66	73	efficiency	efficiency	NOUN
fbem-20439	66	74	.	.	PUNCT
fbem-20439	67	1	5.2	5.2	NUM
fbem-20439	67	2	.	.	PUNCT
fbem-20439	68	1	data	data	NOUN
fbem-20439	68	2	-	-	PUNCT
fbem-20439	68	3	driven	drive	VERB
fbem-20439	68	4	intelligent	intelligent	ADJ
fbem-20439	68	5	logistics	logistic	NOUN
fbem-20439	68	6	management	management	NOUN
fbem-20439	68	7	data	data	NOUN
fbem-20439	68	8	-	-	PUNCT
fbem-20439	68	9	driven	drive	VERB
fbem-20439	68	10	intelligent	intelligent	ADJ
fbem-20439	68	11	logistics	logistic	NOUN
fbem-20439	68	12	management	management	NOUN
fbem-20439	68	13	will	will	AUX
fbem-20439	68	14	become	become	VERB
fbem-20439	68	15	an	an	DET
fbem-20439	68	16	important	important	ADJ
fbem-20439	68	17	trend	trend	NOUN
fbem-20439	68	18	in	in	ADP
fbem-20439	68	19	the	the	DET
fbem-20439	68	20	logistics	logistic	NOUN
fbem-20439	68	21	industry[5].through	industry[5].through	ADP
fbem-20439	68	22	big	big	ADJ
fbem-20439	68	23	data	datum	NOUN
fbem-20439	68	24	analysis	analysis	NOUN
fbem-20439	68	25	and	and	CCONJ
fbem-20439	68	26	artificial	artificial	ADJ
fbem-20439	68	27	intelligence	intelligence	NOUN
fbem-20439	68	28	technology	technology	NOUN
fbem-20439	68	29	,	,	PUNCT
fbem-20439	68	30	logistics	logistic	NOUN
fbem-20439	68	31	enterprises	enterprise	NOUN
fbem-20439	68	32	can	can	AUX
fbem-20439	68	33	extract	extract	VERB
fbem-20439	68	34	valuable	valuable	ADJ
fbem-20439	68	35	information	information	NOUN
fbem-20439	68	36	from	from	ADP
fbem-20439	68	37	massive	massive	ADJ
fbem-20439	68	38	logistics	logistic	NOUN
fbem-20439	68	39	data	datum	NOUN
fbem-20439	68	40	to	to	PART
fbem-20439	68	41	achieve	achieve	VERB
fbem-20439	68	42	refined	refined	ADJ
fbem-20439	68	43	transportation	transportation	NOUN
fbem-20439	68	44	planning	planning	NOUN
fbem-20439	68	45	and	and	CCONJ
fbem-20439	68	46	resource	resource	NOUN
fbem-20439	68	47	allocation	allocation	NOUN
fbem-20439	68	48	.	.	PUNCT
fbem-20439	69	1	the	the	DET
fbem-20439	69	2	logistics	logistic	NOUN
fbem-20439	69	3	network	network	NOUN
fbem-20439	69	4	will	will	AUX
fbem-20439	69	5	become	become	VERB
fbem-20439	69	6	more	more	ADV
fbem-20439	69	7	visual	visual	ADJ
fbem-20439	69	8	and	and	CCONJ
fbem-20439	69	9	intelligent	intelligent	ADJ
fbem-20439	69	10	,	,	PUNCT
fbem-20439	69	11	and	and	CCONJ
fbem-20439	69	12	can	can	AUX
fbem-20439	69	13	monitor	monitor	VERB
fbem-20439	69	14	the	the	DET
fbem-20439	69	15	flow	flow	NOUN
fbem-20439	69	16	of	of	ADP
fbem-20439	69	17	goods	good	NOUN
fbem-20439	69	18	,	,	PUNCT
fbem-20439	69	19	traffic	traffic	NOUN
fbem-20439	69	20	conditions	condition	NOUN
fbem-20439	69	21	and	and	CCONJ
fbem-20439	69	22	transportation	transportation	NOUN
fbem-20439	69	23	environment	environment	NOUN
fbem-20439	69	24	in	in	ADP
fbem-20439	69	25	real	real	ADJ
fbem-20439	69	26	time	time	NOUN
fbem-20439	69	27	,	,	PUNCT
fbem-20439	69	28	providing	provide	VERB
fbem-20439	69	29	real	real	ADJ
fbem-20439	69	30	-	-	PUNCT
fbem-20439	69	31	time	time	NOUN
fbem-20439	69	32	decision	decision	NOUN
fbem-20439	69	33	support	support	NOUN
fbem-20439	69	34	and	and	CCONJ
fbem-20439	69	35	early	early	ADJ
fbem-20439	69	36	warning	warning	NOUN
fbem-20439	69	37	functions	function	NOUN
fbem-20439	69	38	.	.	PUNCT
fbem-20439	70	1	at	at	ADP
fbem-20439	70	2	the	the	DET
fbem-20439	70	3	same	same	ADJ
fbem-20439	70	4	time	time	NOUN
fbem-20439	70	5	,	,	PUNCT
fbem-20439	70	6	logistics	logistic	NOUN
fbem-20439	70	7	enterprises	enterprise	NOUN
fbem-20439	70	8	will	will	AUX
fbem-20439	70	9	also	also	ADV
fbem-20439	70	10	achieve	achieve	VERB
fbem-20439	70	11	the	the	DET
fbem-20439	70	12	integration	integration	NOUN
fbem-20439	70	13	and	and	CCONJ
fbem-20439	70	14	optimization	optimization	NOUN
fbem-20439	70	15	of	of	ADP
fbem-20439	70	16	the	the	DET
fbem-20439	70	17	supply	supply	NOUN
fbem-20439	70	18	chain	chain	NOUN
fbem-20439	70	19	through	through	ADP
fbem-20439	70	20	data	datum	NOUN
fbem-20439	70	21	sharing	sharing	NOUN
fbem-20439	70	22	and	and	CCONJ
fbem-20439	70	23	cooperation	cooperation	NOUN
fbem-20439	70	24	,	,	PUNCT
fbem-20439	70	25	and	and	CCONJ
fbem-20439	70	26	improve	improve	VERB
fbem-20439	70	27	the	the	DET
fbem-20439	70	28	overall	overall	ADJ
fbem-20439	70	29	logistics	logistic	NOUN
fbem-20439	70	30	efficiency	efficiency	NOUN
fbem-20439	70	31	and	and	CCONJ
fbem-20439	70	32	service	service	NOUN
fbem-20439	70	33	quality	quality	NOUN
fbem-20439	70	34	.	.	PUNCT
fbem-20439	71	1	with	with	ADP
fbem-20439	71	2	the	the	DET
fbem-20439	71	3	growth	growth	NOUN
fbem-20439	71	4	of	of	ADP
fbem-20439	71	5	global	global	ADJ
fbem-20439	71	6	trade	trade	NOUN
fbem-20439	71	7	and	and	CCONJ
fbem-20439	71	8	the	the	DET
fbem-20439	71	9	complexity	complexity	NOUN
fbem-20439	71	10	of	of	ADP
fbem-20439	71	11	international	international	ADJ
fbem-20439	71	12	logistics	logistic	NOUN
fbem-20439	71	13	,	,	PUNCT
fbem-20439	71	14	logistics	logistic	NOUN
fbem-20439	71	15	companies	company	NOUN
fbem-20439	71	16	need	need	VERB
fbem-20439	71	17	to	to	PART
fbem-20439	71	18	cope	cope	VERB
fbem-20439	71	19	with	with	ADP
fbem-20439	71	20	diverse	diverse	ADJ
fbem-20439	71	21	demands	demand	NOUN
fbem-20439	71	22	and	and	CCONJ
fbem-20439	71	23	changing	change	VERB
fbem-20439	71	24	environments	environment	NOUN
fbem-20439	71	25	.	.	PUNCT
fbem-20439	72	1	5.3	5.3	NUM
fbem-20439	72	2	.	.	PUNCT
fbem-20439	72	3	application	application	NOUN
fbem-20439	72	4	of	of	ADP
fbem-20439	72	5	artificial	artificial	ADJ
fbem-20439	72	6	intelligence	intelligence	NOUN
fbem-20439	72	7	in	in	ADP
fbem-20439	72	8	international	international	ADJ
fbem-20439	72	9	logistics	logistic	NOUN
fbem-20439	72	10	the	the	DET
fbem-20439	72	11	application	application	NOUN
fbem-20439	72	12	of	of	ADP
fbem-20439	72	13	artificial	artificial	ADJ
fbem-20439	72	14	intelligence	intelligence	NOUN
fbem-20439	72	15	in	in	ADP
fbem-20439	72	16	international	international	ADJ
fbem-20439	72	17	logistics	logistic	NOUN
fbem-20439	72	18	will	will	AUX
fbem-20439	72	19	also	also	ADV
fbem-20439	72	20	become	become	VERB
fbem-20439	72	21	a	a	DET
fbem-20439	72	22	future	future	ADJ
fbem-20439	72	23	development	development	NOUN
fbem-20439	72	24	trend[6].ai	trend[6].ai	NOUN
fbem-20439	72	25	can	can	AUX
fbem-20439	72	26	help	help	VERB
fbem-20439	72	27	logistics	logistics	NOUN
fbem-20439	72	28	companies	company	NOUN
fbem-20439	72	29	better	well	ADV
fbem-20439	72	30	handle	handle	VERB
fbem-20439	72	31	the	the	DET
fbem-20439	72	32	challenges	challenge	NOUN
fbem-20439	72	33	of	of	ADP
fbem-20439	72	34	international	international	ADJ
fbem-20439	72	35	transportation	transportation	NOUN
fbem-20439	72	36	,	,	PUNCT
fbem-20439	72	37	such	such	ADJ
fbem-20439	72	38	as	as	ADP
fbem-20439	72	39	customs	custom	NOUN
fbem-20439	72	40	processes	process	NOUN
fbem-20439	72	41	,	,	PUNCT
fbem-20439	72	42	cargo	cargo	NOUN
fbem-20439	72	43	tracking	tracking	NOUN
fbem-20439	72	44	,	,	PUNCT
fbem-20439	72	45	and	and	CCONJ
fbem-20439	72	46	supply	supply	VERB
fbem-20439	72	47	chain	chain	NOUN
fbem-20439	72	48	visualization	visualization	NOUN
fbem-20439	72	49	.	.	PUNCT
fbem-20439	73	1	through	through	ADP
fbem-20439	73	2	automated	automate	VERB
fbem-20439	73	3	customs	custom	NOUN
fbem-20439	73	4	operations	operation	NOUN
fbem-20439	73	5	and	and	CCONJ
fbem-20439	73	6	intelligent	intelligent	ADJ
fbem-20439	73	7	risk	risk	NOUN
fbem-20439	73	8	prediction	prediction	NOUN
fbem-20439	73	9	,	,	PUNCT
fbem-20439	73	10	artificial	artificial	ADJ
fbem-20439	73	11	intelligence	intelligence	NOUN
fbem-20439	73	12	can	can	AUX
fbem-20439	73	13	improve	improve	VERB
fbem-20439	73	14	the	the	DET
fbem-20439	73	15	efficiency	efficiency	NOUN
fbem-20439	73	16	and	and	CCONJ
fbem-20439	73	17	safety	safety	NOUN
fbem-20439	73	18	of	of	ADP
fbem-20439	73	19	international	international	ADJ
fbem-20439	73	20	logistics	logistic	NOUN
fbem-20439	73	21	and	and	CCONJ
fbem-20439	73	22	reduce	reduce	VERB
fbem-20439	73	23	operational	operational	ADJ
fbem-20439	73	24	risks	risk	NOUN
fbem-20439	73	25	and	and	CCONJ
fbem-20439	73	26	costs	cost	NOUN
fbem-20439	73	27	.	.	PUNCT
fbem-20439	74	1	in	in	ADP
fbem-20439	74	2	general	general	ADJ
fbem-20439	74	3	,	,	PUNCT
fbem-20439	74	4	the	the	DET
fbem-20439	74	5	development	development	NOUN
fbem-20439	74	6	trend	trend	NOUN
fbem-20439	74	7	of	of	ADP
fbem-20439	74	8	the	the	DET
fbem-20439	74	9	logistics	logistic	NOUN
fbem-20439	74	10	field	field	NOUN
fbem-20439	74	11	in	in	ADP
fbem-20439	74	12	the	the	DET
fbem-20439	74	13	future	future	NOUN
fbem-20439	74	14	will	will	AUX
fbem-20439	74	15	revolve	revolve	VERB
fbem-20439	74	16	around	around	ADP
fbem-20439	74	17	the	the	DET
fbem-20439	74	18	deep	deep	ADJ
fbem-20439	74	19	integration	integration	NOUN
fbem-20439	74	20	of	of	ADP
fbem-20439	74	21	artificial	artificial	ADJ
fbem-20439	74	22	intelligence	intelligence	NOUN
fbem-20439	74	23	and	and	CCONJ
fbem-20439	74	24	logistics	logistic	NOUN
fbem-20439	74	25	,	,	PUNCT
fbem-20439	74	26	data	datum	NOUN
fbem-20439	74	27	-	-	PUNCT
fbem-20439	74	28	driven	drive	VERB
fbem-20439	74	29	intelligent	intelligent	ADJ
fbem-20439	74	30	logistics	logistic	NOUN
fbem-20439	74	31	management	management	NOUN
fbem-20439	74	32	and	and	CCONJ
fbem-20439	74	33	the	the	DET
fbem-20439	74	34	application	application	NOUN
fbem-20439	74	35	of	of	ADP
fbem-20439	74	36	artificial	artificial	ADJ
fbem-20439	74	37	intelligence	intelligence	NOUN
fbem-20439	74	38	in	in	ADP
fbem-20439	74	39	international	international	ADJ
fbem-20439	74	40	logistics	logistic	NOUN
fbem-20439	74	41	.	.	PUNCT
fbem-20439	75	1	these	these	DET
fbem-20439	75	2	trends	trend	NOUN
fbem-20439	75	3	will	will	AUX
fbem-20439	75	4	drive	drive	VERB
fbem-20439	75	5	the	the	DET
fbem-20439	75	6	logistics	logistic	NOUN
fbem-20439	75	7	industry	industry	NOUN
fbem-20439	75	8	towards	towards	ADP
fbem-20439	75	9	intelligent	intelligent	ADJ
fbem-20439	75	10	,	,	PUNCT
fbem-20439	75	11	efficient	efficient	ADJ
fbem-20439	75	12	and	and	CCONJ
fbem-20439	75	13	sustainable	sustainable	ADJ
fbem-20439	75	14	development	development	NOUN
fbem-20439	75	15	.	.	PUNCT
fbem-20439	76	1	references	reference	NOUN
fbem-20439	76	2	[	[	X
fbem-20439	76	3	1	1	NUM
fbem-20439	76	4	]	]	SYM
fbem-20439	76	5	li	li	PROPN
fbem-20439	76	6	,	,	PUNCT
fbem-20439	76	7	foshang	foshang	PROPN
fbem-20439	76	8	.	.	PUNCT
fbem-20439	77	1	"	"	PUNCT
fbem-20439	77	2	logistics	logistic	NOUN
fbem-20439	77	3	distribution	distribution	NOUN
fbem-20439	77	4	path	path	NOUN
fbem-20439	77	5	optimization	optimization	NOUN
fbem-20439	77	6	algorithm	algorithm	NOUN
fbem-20439	77	7	based	base	VERB
fbem-20439	77	8	on	on	ADP
fbem-20439	77	9	intelligent	intelligent	ADJ
fbem-20439	77	10	management	management	NOUN
fbem-20439	77	11	system	system	NOUN
fbem-20439	77	12	.	.	PUNCT
fbem-20439	77	13	"	"	PUNCT
fbem-20439	78	1	computational	computational	ADJ
fbem-20439	78	2	intelligence	intelligence	NOUN
fbem-20439	78	3	and	and	CCONJ
fbem-20439	78	4	neuroscience	neuroscience	NOUN
fbem-20439	78	5	2022	2022	NUM
fbem-20439	78	6	(	(	PUNCT
fbem-20439	78	7	2022	2022	NUM
fbem-20439	78	8	)	)	PUNCT
fbem-20439	78	9	.	.	PUNCT
fbem-20439	79	1	[	[	X
fbem-20439	79	2	2	2	NUM
fbem-20439	79	3	]	]	PUNCT
fbem-20439	79	4	hompel	hompel	NOUN
fbem-20439	79	5	,	,	PUNCT
fbem-20439	79	6	michael	michael	PROPN
fbem-20439	79	7	,	,	PUNCT
fbem-20439	79	8	and	and	CCONJ
fbem-20439	79	9	thorsten	thorsten	PROPN
fbem-20439	79	10	schmidt	schmidt	PROPN
fbem-20439	79	11	.	.	PUNCT
fbem-20439	80	1	warehouse	warehouse	NOUN
fbem-20439	80	2	management	management	NOUN
fbem-20439	80	3	:	:	PUNCT
fbem-20439	80	4	automation	automation	NOUN
fbem-20439	80	5	and	and	CCONJ
fbem-20439	80	6	organisation	organisation	NOUN
fbem-20439	80	7	of	of	ADP
fbem-20439	80	8	warehouse	warehouse	NOUN
fbem-20439	80	9	and	and	CCONJ
fbem-20439	80	10	order	order	VERB
fbem-20439	80	11	picking	pick	VERB
fbem-20439	80	12	systems	system	NOUN
fbem-20439	80	13	.	.	PUNCT
fbem-20439	81	1	springer	springer	NOUN
fbem-20439	81	2	science	science	PROPN
fbem-20439	81	3	&	&	CCONJ
fbem-20439	81	4	business	business	NOUN
fbem-20439	81	5	media	medium	NOUN
fbem-20439	81	6	,	,	PUNCT
fbem-20439	81	7	2006	2006	NUM
fbem-20439	81	8	.	.	PUNCT
fbem-20439	82	1	[	[	X
fbem-20439	82	2	3	3	X
fbem-20439	82	3	]	]	X
fbem-20439	82	4	sadek	sadek	PROPN
fbem-20439	82	5	,	,	PUNCT
fbem-20439	82	6	adel	adel	PROPN
fbem-20439	82	7	w.	w.	PROPN
fbem-20439	82	8	"	"	PUNCT
fbem-20439	82	9	artificial	artificial	ADJ
fbem-20439	82	10	intelligence	intelligence	NOUN
fbem-20439	82	11	applications	application	NOUN
fbem-20439	82	12	in	in	ADP
fbem-20439	82	13	transportation	transportation	NOUN
fbem-20439	82	14	.	.	PUNCT
fbem-20439	82	15	"	"	PUNCT
fbem-20439	83	1	transportation	transportation	NOUN
fbem-20439	83	2	research	research	NOUN
fbem-20439	83	3	circular	circular	NOUN
fbem-20439	83	4	(	(	PUNCT
fbem-20439	83	5	2007	2007	NUM
fbem-20439	83	6	):	):	PUNCT
fbem-20439	83	7	1	1	NUM
fbem-20439	83	8	-	-	SYM
fbem-20439	83	9	7	7	NUM
fbem-20439	83	10	.	.	PUNCT
fbem-20439	84	1	[	[	X
fbem-20439	84	2	4	4	NUM
fbem-20439	84	3	]	]	X
fbem-20439	84	4	pandian	pandian	ADJ
fbem-20439	84	5	,	,	PUNCT
fbem-20439	84	6	a.	a.	NOUN
fbem-20439	84	7	pasumpon	pasumpon	NOUN
fbem-20439	84	8	.	.	PUNCT
fbem-20439	85	1	"	"	PUNCT
fbem-20439	85	2	artificial	artificial	ADJ
fbem-20439	85	3	intelligence	intelligence	NOUN
fbem-20439	85	4	application	application	NOUN
fbem-20439	85	5	in	in	ADP
fbem-20439	85	6	smart	smart	ADJ
fbem-20439	85	7	warehousing	warehousing	NOUN
fbem-20439	85	8	environment	environment	NOUN
fbem-20439	85	9	for	for	ADP
fbem-20439	85	10	automated	automate	VERB
fbem-20439	85	11	logistics	logistic	NOUN
fbem-20439	85	12	.	.	PUNCT
fbem-20439	85	13	"	"	PUNCT
fbem-20439	86	1	journal	journal	NOUN
fbem-20439	86	2	of	of	ADP
fbem-20439	86	3	artificial	artificial	ADJ
fbem-20439	86	4	intelligence	intelligence	NOUN
fbem-20439	86	5	1.02	1.02	NUM
fbem-20439	86	6	(	(	PUNCT
fbem-20439	86	7	2019	2019	NUM
fbem-20439	86	8	):	):	PUNCT
fbem-20439	86	9	63	63	NUM
fbem-20439	86	10	-	-	SYM
fbem-20439	86	11	72	72	NUM
fbem-20439	86	12	.	.	PUNCT
fbem-20439	87	1	[	[	X
fbem-20439	87	2	5	5	NUM
fbem-20439	87	3	]	]	X
fbem-20439	87	4	zafarzadeh	zafarzadeh	PROPN
fbem-20439	87	5	,	,	PUNCT
fbem-20439	87	6	masoud	masoud	PROPN
fbem-20439	87	7	,	,	PUNCT
fbem-20439	87	8	et	et	PROPN
fbem-20439	87	9	al	al	PROPN
fbem-20439	87	10	.	.	PUNCT
fbem-20439	87	11	"	"	PUNCT
fbem-20439	87	12	data	data	NOUN
fbem-20439	87	13	-	-	PUNCT
fbem-20439	87	14	driven	drive	VERB
fbem-20439	87	15	production	production	NOUN
fbem-20439	87	16	logistics	logistic	NOUN
fbem-20439	87	17	–	–	PUNCT
fbem-20439	87	18	an	an	DET
fbem-20439	87	19	industrial	industrial	ADJ
fbem-20439	87	20	case	case	NOUN
fbem-20439	87	21	study	study	NOUN
fbem-20439	87	22	on	on	ADP
fbem-20439	87	23	potential	potential	ADJ
fbem-20439	87	24	and	and	CCONJ
fbem-20439	87	25	challenges	challenge	NOUN
fbem-20439	87	26	.	.	PUNCT
fbem-20439	87	27	"	"	PUNCT
fbem-20439	88	1	smart	smart	ADJ
fbem-20439	88	2	and	and	CCONJ
fbem-20439	88	3	sustainable	sustainable	ADJ
fbem-20439	88	4	manufacturing	manufacturing	NOUN
fbem-20439	88	5	systems	system	NOUN
fbem-20439	88	6	3.1	3.1	NUM
fbem-20439	88	7	(	(	PUNCT
fbem-20439	88	8	2019	2019	NUM
fbem-20439	88	9	):	):	PUNCT
fbem-20439	88	10	53	53	NUM
fbem-20439	88	11	-	-	SYM
fbem-20439	88	12	78	78	NUM
fbem-20439	88	13	.	.	PUNCT
fbem-20439	89	1	[	[	X
fbem-20439	89	2	6	6	NUM
fbem-20439	89	3	]	]	SYM
fbem-20439	89	4	soltani	soltani	PROPN
fbem-20439	89	5	,	,	PUNCT
fbem-20439	89	6	zhandark	zhandark	PROPN
fbem-20439	89	7	khalife	khalife	PROPN
fbem-20439	89	8	.	.	PUNCT
fbem-20439	90	1	"	"	PUNCT
fbem-20439	90	2	the	the	DET
fbem-20439	90	3	applications	application	NOUN
fbem-20439	90	4	of	of	ADP
fbem-20439	90	5	artificial	artificial	ADJ
fbem-20439	90	6	intelligence	intelligence	NOUN
fbem-20439	90	7	in	in	ADP
fbem-20439	90	8	logistics	logistic	NOUN
fbem-20439	90	9	and	and	CCONJ
fbem-20439	90	10	supply	supply	NOUN
fbem-20439	90	11	chain	chain	NOUN
fbem-20439	90	12	.	.	PUNCT
fbem-20439	90	13	"	"	PUNCT
fbem-20439	91	1	turkish	turkish	ADJ
fbem-20439	91	2	journal	journal	NOUN
fbem-20439	91	3	of	of	ADP
fbem-20439	91	4	computer	computer	NOUN
fbem-20439	91	5	and	and	CCONJ
fbem-20439	91	6	mathematics	mathematics	PROPN
fbem-20439	91	7	education	education	NOUN
fbem-20439	91	8	(	(	PUNCT
fbem-20439	91	9	turcomat	turcomat	NOUN
fbem-20439	91	10	)	)	PUNCT
fbem-20439	91	11	12.13	12.13	NUM
fbem-20439	91	12	(	(	PUNCT
fbem-20439	91	13	2021	2021	NUM
fbem-20439	91	14	):	):	PUNCT
fbem-20439	91	15	4488	4488	NUM
fbem-20439	91	16	-	-	SYM
fbem-20439	91	17	4499	4499	NUM
fbem-20439	91	18	.	.	PUNCT