id	sid	tid	token	lemma	pos
fbem-22229	1	1	frontiers	frontier	NOUN
fbem-22229	1	2	in	in	ADP
fbem-22229	1	3	business	business	NOUN
fbem-22229	1	4	,	,	PUNCT
fbem-22229	1	5	economics	economic	NOUN
fbem-22229	1	6	and	and	CCONJ
fbem-22229	1	7	management	management	NOUN
fbem-22229	1	8	issn	issn	PROPN
fbem-22229	1	9	:	:	PUNCT
fbem-22229	1	10	2766	2766	NUM
fbem-22229	1	11	-	-	PUNCT
fbem-22229	1	12	824x	824x	NUM
fbem-22229	1	13	|	|	ADJ
fbem-22229	1	14	vol	vol	NOUN
fbem-22229	1	15	.	.	PROPN
fbem-22229	1	16	15	15	NUM
fbem-22229	1	17	,	,	PUNCT
fbem-22229	1	18	no	no	INTJ
fbem-22229	1	19	.	.	NOUN
fbem-22229	1	20	2	2	NUM
fbem-22229	1	21	,	,	PUNCT
fbem-22229	1	22	2024	2024	NUM
fbem-22229	1	23	65	65	NUM
fbem-22229	1	24	research	research	NOUN
fbem-22229	1	25	on	on	ADP
fbem-22229	1	26	the	the	DET
fbem-22229	1	27	optimization	optimization	NOUN
fbem-22229	1	28	strategy	strategy	NOUN
fbem-22229	1	29	of	of	ADP
fbem-22229	1	30	last	last	ADJ
fbem-22229	1	31	-	-	PUNCT
fbem-22229	1	32	mile	mile	NOUN
fbem-22229	1	33	distribution	distribution	NOUN
fbem-22229	1	34	under	under	ADP
fbem-22229	1	35	the	the	DET
fbem-22229	1	36	e	e	NOUN
fbem-22229	1	37	-	-	PROPN
fbem-22229	1	38	commerce	commerce	NOUN
fbem-22229	1	39	logistics	logistic	NOUN
fbem-22229	1	40	model	model	NOUN
fbem-22229	1	41	haohan	haohan	ADP
fbem-22229	1	42	niu	niu	PROPN
fbem-22229	1	43	*	*	PROPN
fbem-22229	1	44	,	,	PUNCT
fbem-22229	1	45	jiyuan	jiyuan	PROPN
fbem-22229	1	46	jia	jia	PROPN
fbem-22229	1	47	,	,	PUNCT
fbem-22229	1	48	yunqi	yunqi	VERB
fbem-22229	1	49	he	he	PRON
fbem-22229	1	50	*	*	PUNCT
fbem-22229	1	51	southwest	southwest	ADJ
fbem-22229	1	52	petroleum	petroleum	PROPN
fbem-22229	1	53	university	university	PROPN
fbem-22229	1	54	,	,	PUNCT
fbem-22229	1	55	chengdu	chengdu	PROPN
fbem-22229	1	56	610500	610500	NUM
fbem-22229	1	57	,	,	PUNCT
fbem-22229	1	58	china	china	PROPN
fbem-22229	1	59	;	;	PUNCT
fbem-22229	1	60	*	*	PUNCT
fbem-22229	1	61	corresponding	correspond	VERB
fbem-22229	1	62	author	author	NOUN
fbem-22229	1	63	:	:	PUNCT
fbem-22229	1	64	yunqi	yunqi	NOUN
fbem-22229	1	65	he	he	PRON
fbem-22229	1	66	abstract	abstract	VERB
fbem-22229	1	67	:	:	PUNCT
fbem-22229	1	68	with	with	ADP
fbem-22229	1	69	the	the	DET
fbem-22229	1	70	rapid	rapid	ADJ
fbem-22229	1	71	development	development	NOUN
fbem-22229	1	72	of	of	ADP
fbem-22229	1	73	e	e	PROPN
fbem-22229	1	74	-	-	NOUN
fbem-22229	1	75	commerce	commerce	ADJ
fbem-22229	1	76	,	,	PUNCT
fbem-22229	1	77	last	last	ADJ
fbem-22229	1	78	-	-	PUNCT
fbem-22229	1	79	mile	mile	NOUN
fbem-22229	1	80	delivery	delivery	NOUN
fbem-22229	1	81	,	,	PUNCT
fbem-22229	1	82	as	as	ADP
fbem-22229	1	83	a	a	DET
fbem-22229	1	84	key	key	ADJ
fbem-22229	1	85	link	link	NOUN
fbem-22229	1	86	in	in	ADP
fbem-22229	1	87	e	e	PROPN
fbem-22229	1	88	-	-	PROPN
fbem-22229	1	89	commerce	commerce	NOUN
fbem-22229	1	90	logistics	logistic	NOUN
fbem-22229	1	91	,	,	PUNCT
fbem-22229	1	92	is	be	AUX
fbem-22229	1	93	essential	essential	ADJ
fbem-22229	1	94	to	to	PART
fbem-22229	1	95	provide	provide	VERB
fbem-22229	1	96	efficient	efficient	ADJ
fbem-22229	1	97	and	and	CCONJ
fbem-22229	1	98	punctual	punctual	ADJ
fbem-22229	1	99	delivery	delivery	NOUN
fbem-22229	1	100	services	service	NOUN
fbem-22229	1	101	.	.	PUNCT
fbem-22229	2	1	this	this	DET
fbem-22229	2	2	study	study	NOUN
fbem-22229	2	3	aims	aim	VERB
fbem-22229	2	4	to	to	PART
fbem-22229	2	5	explore	explore	VERB
fbem-22229	2	6	the	the	DET
fbem-22229	2	7	optimization	optimization	NOUN
fbem-22229	2	8	strategy	strategy	NOUN
fbem-22229	2	9	of	of	ADP
fbem-22229	2	10	last	last	ADJ
fbem-22229	2	11	-	-	PUNCT
fbem-22229	2	12	mile	mile	NOUN
fbem-22229	2	13	delivery	delivery	NOUN
fbem-22229	2	14	under	under	ADP
fbem-22229	2	15	the	the	DET
fbem-22229	2	16	e	e	NOUN
fbem-22229	2	17	-	-	PROPN
fbem-22229	2	18	commerce	commerce	NOUN
fbem-22229	2	19	logistics	logistic	NOUN
fbem-22229	2	20	model	model	NOUN
fbem-22229	2	21	to	to	PART
fbem-22229	2	22	improve	improve	VERB
fbem-22229	2	23	delivery	delivery	NOUN
fbem-22229	2	24	efficiency	efficiency	NOUN
fbem-22229	2	25	,	,	PUNCT
fbem-22229	2	26	reduce	reduce	VERB
fbem-22229	2	27	costs	cost	NOUN
fbem-22229	2	28	,	,	PUNCT
fbem-22229	2	29	and	and	CCONJ
fbem-22229	2	30	provide	provide	VERB
fbem-22229	2	31	a	a	DET
fbem-22229	2	32	better	well	ADJ
fbem-22229	2	33	user	user	NOUN
fbem-22229	2	34	experience	experience	NOUN
fbem-22229	2	35	.	.	PUNCT
fbem-22229	3	1	this	this	DET
fbem-22229	3	2	study	study	NOUN
fbem-22229	3	3	adopts	adopt	VERB
fbem-22229	3	4	the	the	DET
fbem-22229	3	5	method	method	NOUN
fbem-22229	3	6	of	of	ADP
fbem-22229	3	7	literature	literature	NOUN
fbem-22229	3	8	review	review	NOUN
fbem-22229	3	9	and	and	CCONJ
fbem-22229	3	10	case	case	NOUN
fbem-22229	3	11	analysis	analysis	NOUN
fbem-22229	3	12	,	,	PUNCT
fbem-22229	3	13	combined	combine	VERB
fbem-22229	3	14	with	with	ADP
fbem-22229	3	15	the	the	DET
fbem-22229	3	16	actual	actual	ADJ
fbem-22229	3	17	e	e	ADJ
fbem-22229	3	18	-	-	NOUN
fbem-22229	3	19	commerce	commerce	NOUN
fbem-22229	3	20	logistics	logistic	NOUN
fbem-22229	3	21	operation	operation	NOUN
fbem-22229	3	22	,	,	PUNCT
fbem-22229	3	23	to	to	PART
fbem-22229	3	24	conduct	conduct	VERB
fbem-22229	3	25	an	an	DET
fbem-22229	3	26	in	in	ADP
fbem-22229	3	27	-	-	PUNCT
fbem-22229	3	28	depth	depth	NOUN
fbem-22229	3	29	study	study	NOUN
fbem-22229	3	30	on	on	ADP
fbem-22229	3	31	the	the	DET
fbem-22229	3	32	problem	problem	NOUN
fbem-22229	3	33	of	of	ADP
fbem-22229	3	34	last	last	ADJ
fbem-22229	3	35	-	-	PUNCT
fbem-22229	3	36	mile	mile	NOUN
fbem-22229	3	37	delivery	delivery	NOUN
fbem-22229	3	38	.	.	PUNCT
fbem-22229	4	1	keywords	keyword	NOUN
fbem-22229	4	2	:	:	PUNCT
fbem-22229	4	3	e	e	X
fbem-22229	4	4	-	-	NOUN
fbem-22229	4	5	commerce	commerce	NOUN
fbem-22229	4	6	logistics	logistic	NOUN
fbem-22229	4	7	,	,	PUNCT
fbem-22229	4	8	last	last	ADJ
fbem-22229	4	9	-	-	PUNCT
fbem-22229	4	10	mile	mile	NOUN
fbem-22229	4	11	delivery	delivery	NOUN
fbem-22229	4	12	,	,	PUNCT
fbem-22229	4	13	optimize	optimize	VERB
fbem-22229	4	14	your	your	PRON
fbem-22229	4	15	strategy	strategy	NOUN
fbem-22229	4	16	.	.	PUNCT
fbem-22229	5	1	1	1	X
fbem-22229	5	2	.	.	X
fbem-22229	5	3	introduction	introduction	NOUN
fbem-22229	5	4	with	with	ADP
fbem-22229	5	5	the	the	DET
fbem-22229	5	6	rapid	rapid	ADJ
fbem-22229	5	7	development	development	NOUN
fbem-22229	5	8	of	of	ADP
fbem-22229	5	9	the	the	DET
fbem-22229	5	10	internet	internet	NOUN
fbem-22229	5	11	and	and	CCONJ
fbem-22229	5	12	ecommerce	ecommerce	NOUN
fbem-22229	5	13	,	,	PUNCT
fbem-22229	5	14	e	e	NOUN
fbem-22229	5	15	-	-	NOUN
fbem-22229	5	16	commerce	commerce	NOUN
fbem-22229	5	17	logistics	logistic	NOUN
fbem-22229	5	18	has	have	AUX
fbem-22229	5	19	become	become	VERB
fbem-22229	5	20	an	an	DET
fbem-22229	5	21	important	important	ADJ
fbem-22229	5	22	part	part	NOUN
fbem-22229	5	23	of	of	ADP
fbem-22229	5	24	the	the	DET
fbem-22229	5	25	modern	modern	ADJ
fbem-22229	5	26	logistics	logistic	NOUN
fbem-22229	5	27	field	field	NOUN
fbem-22229	5	28	.	.	PUNCT
fbem-22229	6	1	in	in	ADP
fbem-22229	6	2	e	e	PROPN
fbem-22229	6	3	-	-	NOUN
fbem-22229	6	4	commerce	commerce	NOUN
fbem-22229	6	5	logistics	logistic	NOUN
fbem-22229	6	6	,	,	PUNCT
fbem-22229	6	7	the	the	DET
fbem-22229	6	8	last	last	ADJ
fbem-22229	6	9	-	-	PUNCT
fbem-22229	6	10	mile	mile	NOUN
fbem-22229	6	11	delivery	delivery	NOUN
fbem-22229	6	12	link	link	NOUN
fbem-22229	6	13	is	be	AUX
fbem-22229	6	14	a	a	DET
fbem-22229	6	15	key	key	ADJ
fbem-22229	6	16	link	link	NOUN
fbem-22229	6	17	connecting	connect	VERB
fbem-22229	6	18	e	e	PROPN
fbem-22229	6	19	-	-	NOUN
fbem-22229	6	20	commerce	commerce	NOUN
fbem-22229	6	21	enterprises	enterprise	NOUN
fbem-22229	6	22	and	and	CCONJ
fbem-22229	6	23	consumers	consumer	NOUN
fbem-22229	6	24	,	,	PUNCT
fbem-22229	6	25	which	which	PRON
fbem-22229	6	26	directly	directly	ADV
fbem-22229	6	27	affects	affect	VERB
fbem-22229	6	28	distribution	distribution	NOUN
fbem-22229	6	29	efficiency	efficiency	NOUN
fbem-22229	6	30	,	,	PUNCT
fbem-22229	6	31	cost	cost	NOUN
fbem-22229	6	32	and	and	CCONJ
fbem-22229	6	33	user	user	NOUN
fbem-22229	6	34	experience	experience	NOUN
fbem-22229	6	35	.	.	PUNCT
fbem-22229	7	1	however	however	ADV
fbem-22229	7	2	,	,	PUNCT
fbem-22229	7	3	due	due	ADP
fbem-22229	7	4	to	to	ADP
fbem-22229	7	5	factors	factor	NOUN
fbem-22229	7	6	such	such	ADJ
fbem-22229	7	7	as	as	ADP
fbem-22229	7	8	rapid	rapid	ADJ
fbem-22229	7	9	urbanization	urbanization	NOUN
fbem-22229	7	10	,	,	PUNCT
fbem-22229	7	11	diversification	diversification	NOUN
fbem-22229	7	12	of	of	ADP
fbem-22229	7	13	consumer	consumer	NOUN
fbem-22229	7	14	demand	demand	NOUN
fbem-22229	7	15	,	,	PUNCT
fbem-22229	7	16	and	and	CCONJ
fbem-22229	7	17	traffic	traffic	NOUN
fbem-22229	7	18	congestion	congestion	NOUN
fbem-22229	7	19	,	,	PUNCT
fbem-22229	7	20	last	last	ADJ
fbem-22229	7	21	-	-	PUNCT
fbem-22229	7	22	mile	mile	NOUN
fbem-22229	7	23	delivery	delivery	NOUN
fbem-22229	7	24	faces	face	VERB
fbem-22229	7	25	many	many	ADJ
fbem-22229	7	26	challenges	challenge	NOUN
fbem-22229	7	27	and	and	CCONJ
fbem-22229	7	28	problems	problem	NOUN
fbem-22229	7	29	.	.	PUNCT
fbem-22229	8	1	the	the	DET
fbem-22229	8	2	traditional	traditional	ADJ
fbem-22229	8	3	last	last	ADJ
fbem-22229	8	4	-	-	PUNCT
fbem-22229	8	5	mile	mile	NOUN
fbem-22229	8	6	delivery	delivery	NOUN
fbem-22229	8	7	model	model	NOUN
fbem-22229	8	8	often	often	ADV
fbem-22229	8	9	faces	face	VERB
fbem-22229	8	10	problems	problem	NOUN
fbem-22229	8	11	such	such	ADJ
fbem-22229	8	12	as	as	ADP
fbem-22229	8	13	traffic	traffic	NOUN
fbem-22229	8	14	congestion	congestion	NOUN
fbem-22229	8	15	,	,	PUNCT
fbem-22229	8	16	limited	limited	ADJ
fbem-22229	8	17	delivery	delivery	NOUN
fbem-22229	8	18	time	time	NOUN
fbem-22229	8	19	windows	window	NOUN
fbem-22229	8	20	,	,	PUNCT
fbem-22229	8	21	and	and	CCONJ
fbem-22229	8	22	delivery	delivery	NOUN
fbem-22229	8	23	staff	staff	NOUN
fbem-22229	8	24	management	management	NOUN
fbem-22229	8	25	,	,	PUNCT
fbem-22229	8	26	resulting	result	VERB
fbem-22229	8	27	in	in	ADP
fbem-22229	8	28	low	low	ADJ
fbem-22229	8	29	distribution	distribution	NOUN
fbem-22229	8	30	efficiency	efficiency	NOUN
fbem-22229	8	31	,	,	PUNCT
fbem-22229	8	32	high	high	ADJ
fbem-22229	8	33	costs	cost	NOUN
fbem-22229	8	34	,	,	PUNCT
fbem-22229	8	35	and	and	CCONJ
fbem-22229	8	36	difficulty	difficulty	NOUN
fbem-22229	8	37	in	in	ADP
fbem-22229	8	38	meeting	meet	VERB
fbem-22229	8	39	consumers	consumer	NOUN
fbem-22229	8	40	'	'	PART
fbem-22229	8	41	needs	need	NOUN
fbem-22229	8	42	for	for	ADP
fbem-22229	8	43	fast	fast	ADJ
fbem-22229	8	44	and	and	CCONJ
fbem-22229	8	45	on	on	ADP
fbem-22229	8	46	-	-	PUNCT
fbem-22229	8	47	time	time	NOUN
fbem-22229	8	48	delivery	delivery	NOUN
fbem-22229	8	49	.	.	PUNCT
fbem-22229	9	1	therefore	therefore	ADV
fbem-22229	9	2	,	,	PUNCT
fbem-22229	9	3	how	how	SCONJ
fbem-22229	9	4	to	to	PART
fbem-22229	9	5	optimize	optimize	VERB
fbem-22229	9	6	the	the	DET
fbem-22229	9	7	last	last	ADJ
fbem-22229	9	8	-	-	PUNCT
fbem-22229	9	9	mile	mile	NOUN
fbem-22229	9	10	delivery	delivery	NOUN
fbem-22229	9	11	under	under	ADP
fbem-22229	9	12	the	the	DET
fbem-22229	9	13	e	e	NOUN
fbem-22229	9	14	-	-	PROPN
fbem-22229	9	15	commerce	commerce	NOUN
fbem-22229	9	16	logistics	logistic	NOUN
fbem-22229	9	17	model	model	NOUN
fbem-22229	9	18	,	,	PUNCT
fbem-22229	9	19	improve	improve	VERB
fbem-22229	9	20	distribution	distribution	NOUN
fbem-22229	9	21	efficiency	efficiency	NOUN
fbem-22229	9	22	,	,	PUNCT
fbem-22229	9	23	reduce	reduce	VERB
fbem-22229	9	24	costs	cost	NOUN
fbem-22229	9	25	,	,	PUNCT
fbem-22229	9	26	and	and	CCONJ
fbem-22229	9	27	provide	provide	VERB
fbem-22229	9	28	a	a	DET
fbem-22229	9	29	better	well	ADJ
fbem-22229	9	30	user	user	NOUN
fbem-22229	9	31	experience	experience	NOUN
fbem-22229	9	32	has	have	AUX
fbem-22229	9	33	become	become	VERB
fbem-22229	9	34	an	an	DET
fbem-22229	9	35	important	important	ADJ
fbem-22229	9	36	problem	problem	NOUN
fbem-22229	9	37	to	to	PART
fbem-22229	9	38	be	be	AUX
fbem-22229	9	39	solved	solve	VERB
fbem-22229	9	40	in	in	ADP
fbem-22229	9	41	the	the	DET
fbem-22229	9	42	current	current	ADJ
fbem-22229	9	43	logistics	logistic	NOUN
fbem-22229	9	44	field	field	NOUN
fbem-22229	9	45	.	.	PUNCT
fbem-22229	10	1	this	this	DET
fbem-22229	10	2	study	study	NOUN
fbem-22229	10	3	aims	aim	VERB
fbem-22229	10	4	to	to	PART
fbem-22229	10	5	explore	explore	VERB
fbem-22229	10	6	the	the	DET
fbem-22229	10	7	optimization	optimization	NOUN
fbem-22229	10	8	strategy	strategy	NOUN
fbem-22229	10	9	of	of	ADP
fbem-22229	10	10	last	last	ADJ
fbem-22229	10	11	-	-	PUNCT
fbem-22229	10	12	mile	mile	NOUN
fbem-22229	10	13	delivery	delivery	NOUN
fbem-22229	10	14	under	under	ADP
fbem-22229	10	15	the	the	DET
fbem-22229	10	16	e	e	NOUN
fbem-22229	10	17	-	-	PROPN
fbem-22229	10	18	commerce	commerce	NOUN
fbem-22229	10	19	logistics	logistic	NOUN
fbem-22229	10	20	model	model	NOUN
fbem-22229	10	21	to	to	PART
fbem-22229	10	22	improve	improve	VERB
fbem-22229	10	23	delivery	delivery	NOUN
fbem-22229	10	24	efficiency	efficiency	NOUN
fbem-22229	10	25	,	,	PUNCT
fbem-22229	10	26	reduce	reduce	VERB
fbem-22229	10	27	costs	cost	NOUN
fbem-22229	10	28	,	,	PUNCT
fbem-22229	10	29	and	and	CCONJ
fbem-22229	10	30	provide	provide	VERB
fbem-22229	10	31	a	a	DET
fbem-22229	10	32	better	well	ADJ
fbem-22229	10	33	user	user	NOUN
fbem-22229	10	34	experience	experience	NOUN
fbem-22229	10	35	.	.	PUNCT
fbem-22229	11	1	through	through	ADP
fbem-22229	11	2	in	in	ADP
fbem-22229	11	3	-	-	PUNCT
fbem-22229	11	4	depth	depth	NOUN
fbem-22229	11	5	research	research	NOUN
fbem-22229	11	6	and	and	CCONJ
fbem-22229	11	7	analysis	analysis	NOUN
fbem-22229	11	8	of	of	ADP
fbem-22229	11	9	the	the	DET
fbem-22229	11	10	problems	problem	NOUN
fbem-22229	11	11	in	in	ADP
fbem-22229	11	12	last	last	ADJ
fbem-22229	11	13	-	-	PUNCT
fbem-22229	11	14	mile	mile	NOUN
fbem-22229	11	15	delivery	delivery	NOUN
fbem-22229	11	16	,	,	PUNCT
fbem-22229	11	17	combined	combine	VERB
fbem-22229	11	18	with	with	ADP
fbem-22229	11	19	the	the	DET
fbem-22229	11	20	research	research	NOUN
fbem-22229	11	21	results	result	NOUN
fbem-22229	11	22	and	and	CCONJ
fbem-22229	11	23	practical	practical	ADJ
fbem-22229	11	24	cases	case	NOUN
fbem-22229	11	25	of	of	ADP
fbem-22229	11	26	scholars	scholar	NOUN
fbem-22229	11	27	at	at	ADP
fbem-22229	11	28	home	home	NOUN
fbem-22229	11	29	and	and	CCONJ
fbem-22229	11	30	abroad	abroad	ADV
fbem-22229	11	31	,	,	PUNCT
fbem-22229	11	32	we	we	PRON
fbem-22229	11	33	will	will	AUX
fbem-22229	11	34	propose	propose	VERB
fbem-22229	11	35	a	a	DET
fbem-22229	11	36	series	series	NOUN
fbem-22229	11	37	of	of	ADP
fbem-22229	11	38	practical	practical	ADJ
fbem-22229	11	39	optimization	optimization	NOUN
fbem-22229	11	40	strategies	strategy	NOUN
fbem-22229	11	41	to	to	PART
fbem-22229	11	42	provide	provide	VERB
fbem-22229	11	43	useful	useful	ADJ
fbem-22229	11	44	reference	reference	NOUN
fbem-22229	11	45	and	and	CCONJ
fbem-22229	11	46	guidance	guidance	NOUN
fbem-22229	11	47	for	for	ADP
fbem-22229	11	48	e	e	NOUN
fbem-22229	11	49	-	-	NOUN
fbem-22229	11	50	commerce	commerce	NOUN
fbem-22229	11	51	enterprises	enterprise	NOUN
fbem-22229	11	52	and	and	CCONJ
fbem-22229	11	53	logistics	logistic	NOUN
fbem-22229	11	54	service	service	NOUN
fbem-22229	11	55	providers	provider	NOUN
fbem-22229	11	56	.	.	PUNCT
fbem-22229	12	1	2	2	X
fbem-22229	12	2	.	.	X
fbem-22229	12	3	overview	overview	NOUN
fbem-22229	12	4	of	of	ADP
fbem-22229	12	5	the	the	DET
fbem-22229	12	6	development	development	NOUN
fbem-22229	12	7	of	of	ADP
fbem-22229	12	8	ecommerce	ecommerce	NOUN
fbem-22229	12	9	logistics	logistic	NOUN
fbem-22229	12	10	at	at	ADP
fbem-22229	12	11	home	home	ADV
fbem-22229	12	12	and	and	CCONJ
fbem-22229	12	13	abroad	abroad	ADV
fbem-22229	12	14	in	in	ADP
fbem-22229	12	15	recent	recent	ADJ
fbem-22229	12	16	years	year	NOUN
fbem-22229	12	17	,	,	PUNCT
fbem-22229	12	18	china	china	PROPN
fbem-22229	12	19	's	's	PART
fbem-22229	12	20	e	e	PROPN
fbem-22229	12	21	-	-	PROPN
fbem-22229	12	22	commerce	commerce	NOUN
fbem-22229	12	23	logistics	logistic	NOUN
fbem-22229	12	24	industry	industry	NOUN
fbem-22229	12	25	has	have	AUX
fbem-22229	12	26	developed	develop	VERB
fbem-22229	12	27	rapidly	rapidly	ADV
fbem-22229	12	28	.	.	PUNCT
fbem-22229	13	1	driven	drive	VERB
fbem-22229	13	2	by	by	ADP
fbem-22229	13	3	policy	policy	NOUN
fbem-22229	13	4	support	support	NOUN
fbem-22229	13	5	and	and	CCONJ
fbem-22229	13	6	market	market	NOUN
fbem-22229	13	7	demand	demand	NOUN
fbem-22229	13	8	,	,	PUNCT
fbem-22229	13	9	the	the	DET
fbem-22229	13	10	scale	scale	NOUN
fbem-22229	13	11	of	of	ADP
fbem-22229	13	12	the	the	DET
fbem-22229	13	13	e	e	PROPN
fbem-22229	13	14	-	-	PROPN
fbem-22229	13	15	commerce	commerce	NOUN
fbem-22229	13	16	logistics	logistic	NOUN
fbem-22229	13	17	market	market	NOUN
fbem-22229	13	18	continues	continue	VERB
fbem-22229	13	19	to	to	PART
fbem-22229	13	20	expand	expand	VERB
fbem-22229	13	21	,	,	PUNCT
fbem-22229	13	22	and	and	CCONJ
fbem-22229	13	23	the	the	DET
fbem-22229	13	24	level	level	NOUN
fbem-22229	13	25	of	of	ADP
fbem-22229	13	26	logistics	logistic	NOUN
fbem-22229	13	27	services	service	NOUN
fbem-22229	13	28	continues	continue	VERB
fbem-22229	13	29	to	to	PART
fbem-22229	13	30	improve	improve	VERB
fbem-22229	13	31	.	.	PUNCT
fbem-22229	14	1	with	with	ADP
fbem-22229	14	2	the	the	DET
fbem-22229	14	3	vigorous	vigorous	ADJ
fbem-22229	14	4	development	development	NOUN
fbem-22229	14	5	of	of	ADP
fbem-22229	14	6	the	the	DET
fbem-22229	14	7	e	e	PROPN
fbem-22229	14	8	-	-	PROPN
fbem-22229	14	9	commerce	commerce	NOUN
fbem-22229	14	10	industry	industry	NOUN
fbem-22229	14	11	,	,	PUNCT
fbem-22229	14	12	the	the	DET
fbem-22229	14	13	scale	scale	NOUN
fbem-22229	14	14	of	of	ADP
fbem-22229	14	15	china	china	PROPN
fbem-22229	14	16	's	's	PART
fbem-22229	14	17	e	e	PROPN
fbem-22229	14	18	-	-	PROPN
fbem-22229	14	19	commerce	commerce	NOUN
fbem-22229	14	20	logistics	logistic	NOUN
fbem-22229	14	21	market	market	NOUN
fbem-22229	14	22	continues	continue	VERB
fbem-22229	14	23	to	to	PART
fbem-22229	14	24	expand	expand	VERB
fbem-22229	14	25	.	.	PUNCT
fbem-22229	15	1	according	accord	VERB
fbem-22229	15	2	to	to	ADP
fbem-22229	15	3	statistics	statistic	NOUN
fbem-22229	15	4	,	,	PUNCT
fbem-22229	15	5	the	the	DET
fbem-22229	15	6	average	average	ADJ
fbem-22229	15	7	annual	annual	ADJ
fbem-22229	15	8	growth	growth	NOUN
fbem-22229	15	9	rate	rate	NOUN
fbem-22229	15	10	of	of	ADP
fbem-22229	15	11	china	china	PROPN
fbem-22229	15	12	's	's	PART
fbem-22229	15	13	e	e	PROPN
fbem-22229	15	14	-	-	PROPN
fbem-22229	15	15	commerce	commerce	NOUN
fbem-22229	15	16	logistics	logistic	NOUN
fbem-22229	15	17	market	market	NOUN
fbem-22229	15	18	has	have	AUX
fbem-22229	15	19	remained	remain	VERB
fbem-22229	15	20	at	at	ADP
fbem-22229	15	21	a	a	DET
fbem-22229	15	22	high	high	ADJ
fbem-22229	15	23	level	level	NOUN
fbem-22229	15	24	in	in	ADP
fbem-22229	15	25	recent	recent	ADJ
fbem-22229	15	26	years	year	NOUN
fbem-22229	15	27	,	,	PUNCT
fbem-22229	15	28	and	and	CCONJ
fbem-22229	15	29	it	it	PRON
fbem-22229	15	30	is	be	AUX
fbem-22229	15	31	expected	expect	VERB
fbem-22229	15	32	to	to	PART
fbem-22229	15	33	maintain	maintain	VERB
fbem-22229	15	34	rapid	rapid	ADJ
fbem-22229	15	35	growth	growth	NOUN
fbem-22229	15	36	in	in	ADP
fbem-22229	15	37	the	the	DET
fbem-22229	15	38	future	future	NOUN
fbem-22229	15	39	.	.	PUNCT
fbem-22229	16	1	in	in	ADP
fbem-22229	16	2	the	the	DET
fbem-22229	16	3	fierce	fierce	ADJ
fbem-22229	16	4	market	market	NOUN
fbem-22229	16	5	competition	competition	NOUN
fbem-22229	16	6	,	,	PUNCT
fbem-22229	16	7	e	e	NOUN
fbem-22229	16	8	-	-	NOUN
fbem-22229	16	9	commerce	commerce	NOUN
fbem-22229	16	10	logistics	logistic	NOUN
fbem-22229	16	11	companies	company	NOUN
fbem-22229	16	12	continue	continue	VERB
fbem-22229	16	13	to	to	PART
fbem-22229	16	14	explore	explore	VERB
fbem-22229	16	15	and	and	CCONJ
fbem-22229	16	16	innovate	innovate	VERB
fbem-22229	16	17	logistics	logistic	NOUN
fbem-22229	16	18	service	service	NOUN
fbem-22229	16	19	models	model	NOUN
fbem-22229	16	20	.	.	PUNCT
fbem-22229	17	1	for	for	ADP
fbem-22229	17	2	example	example	NOUN
fbem-22229	17	3	,	,	PUNCT
fbem-22229	17	4	new	new	ADJ
fbem-22229	17	5	technologies	technology	NOUN
fbem-22229	17	6	and	and	CCONJ
fbem-22229	17	7	new	new	ADJ
fbem-22229	17	8	models	model	NOUN
fbem-22229	17	9	such	such	ADJ
fbem-22229	17	10	as	as	ADP
fbem-22229	17	11	intelligent	intelligent	ADJ
fbem-22229	17	12	warehousing	warehousing	NOUN
fbem-22229	17	13	,	,	PUNCT
fbem-22229	17	14	unmanned	unmanned	ADJ
fbem-22229	17	15	distribution	distribution	NOUN
fbem-22229	17	16	,	,	PUNCT
fbem-22229	17	17	and	and	CCONJ
fbem-22229	17	18	shared	share	VERB
fbem-22229	17	19	logistics	logistic	NOUN
fbem-22229	17	20	are	be	AUX
fbem-22229	17	21	adopted	adopt	VERB
fbem-22229	17	22	to	to	PART
fbem-22229	17	23	improve	improve	VERB
fbem-22229	17	24	logistics	logistics	NOUN
fbem-22229	17	25	efficiency	efficiency	NOUN
fbem-22229	17	26	and	and	CCONJ
fbem-22229	17	27	service	service	NOUN
fbem-22229	17	28	quality	quality	NOUN
fbem-22229	17	29	.	.	PUNCT
fbem-22229	18	1	the	the	DET
fbem-22229	18	2	chinese	chinese	ADJ
fbem-22229	18	3	government	government	NOUN
fbem-22229	18	4	attaches	attach	VERB
fbem-22229	18	5	great	great	ADJ
fbem-22229	18	6	importance	importance	NOUN
fbem-22229	18	7	to	to	ADP
fbem-22229	18	8	the	the	DET
fbem-22229	18	9	construction	construction	NOUN
fbem-22229	18	10	of	of	ADP
fbem-22229	18	11	e	e	PROPN
fbem-22229	18	12	-	-	NOUN
fbem-22229	18	13	commerce	commerce	NOUN
fbem-22229	18	14	logistics	logistic	NOUN
fbem-22229	18	15	infrastructure	infrastructure	NOUN
fbem-22229	18	16	and	and	CCONJ
fbem-22229	18	17	has	have	AUX
fbem-22229	18	18	increased	increase	VERB
fbem-22229	18	19	investment	investment	NOUN
fbem-22229	18	20	in	in	ADP
fbem-22229	18	21	infrastructure	infrastructure	NOUN
fbem-22229	18	22	such	such	ADJ
fbem-22229	18	23	as	as	ADP
fbem-22229	18	24	logistics	logistic	NOUN
fbem-22229	18	25	parks	park	NOUN
fbem-22229	18	26	,	,	PUNCT
fbem-22229	18	27	distribution	distribution	NOUN
fbem-22229	18	28	centers	center	NOUN
fbem-22229	18	29	,	,	PUNCT
fbem-22229	18	30	and	and	CCONJ
fbem-22229	18	31	transportation	transportation	NOUN
fbem-22229	18	32	hubs	hub	NOUN
fbem-22229	18	33	.	.	PUNCT
fbem-22229	19	1	the	the	DET
fbem-22229	19	2	improvement	improvement	NOUN
fbem-22229	19	3	of	of	ADP
fbem-22229	19	4	these	these	DET
fbem-22229	19	5	infrastructures	infrastructure	NOUN
fbem-22229	19	6	provides	provide	VERB
fbem-22229	19	7	a	a	DET
fbem-22229	19	8	strong	strong	ADJ
fbem-22229	19	9	guarantee	guarantee	NOUN
fbem-22229	19	10	for	for	ADP
fbem-22229	19	11	the	the	DET
fbem-22229	19	12	rapid	rapid	ADJ
fbem-22229	19	13	development	development	NOUN
fbem-22229	19	14	of	of	ADP
fbem-22229	19	15	e	e	PROPN
fbem-22229	19	16	-	-	PROPN
fbem-22229	19	17	commerce	commerce	NOUN
fbem-22229	19	18	logistics	logistic	NOUN
fbem-22229	19	19	.	.	PUNCT
fbem-22229	20	1	with	with	ADP
fbem-22229	20	2	the	the	DET
fbem-22229	20	3	rapid	rapid	ADJ
fbem-22229	20	4	development	development	NOUN
fbem-22229	20	5	of	of	ADP
fbem-22229	20	6	the	the	DET
fbem-22229	20	7	e	e	PROPN
fbem-22229	20	8	-	-	PROPN
fbem-22229	20	9	commerce	commerce	NOUN
fbem-22229	20	10	logistics	logistic	NOUN
fbem-22229	20	11	industry	industry	NOUN
fbem-22229	20	12	,	,	PUNCT
fbem-22229	20	13	the	the	DET
fbem-22229	20	14	demand	demand	NOUN
fbem-22229	20	15	for	for	ADP
fbem-22229	20	16	logistics	logistic	NOUN
fbem-22229	20	17	talents	talent	NOUN
fbem-22229	20	18	is	be	AUX
fbem-22229	20	19	also	also	ADV
fbem-22229	20	20	increasing	increase	VERB
fbem-22229	20	21	.	.	PUNCT
fbem-22229	21	1	china	china	PROPN
fbem-22229	21	2	's	's	PART
fbem-22229	21	3	government	government	NOUN
fbem-22229	21	4	and	and	CCONJ
fbem-22229	21	5	enterprises	enterprise	NOUN
fbem-22229	21	6	have	have	AUX
fbem-22229	21	7	strengthened	strengthen	VERB
fbem-22229	21	8	the	the	DET
fbem-22229	21	9	training	training	NOUN
fbem-22229	21	10	and	and	CCONJ
fbem-22229	21	11	introduction	introduction	NOUN
fbem-22229	21	12	of	of	ADP
fbem-22229	21	13	logistics	logistic	NOUN
fbem-22229	21	14	talents	talent	NOUN
fbem-22229	21	15	,	,	PUNCT
fbem-22229	21	16	and	and	CCONJ
fbem-22229	21	17	improved	improve	VERB
fbem-22229	21	18	the	the	DET
fbem-22229	21	19	professional	professional	ADJ
fbem-22229	21	20	quality	quality	NOUN
fbem-22229	21	21	and	and	CCONJ
fbem-22229	21	22	service	service	NOUN
fbem-22229	21	23	level	level	NOUN
fbem-22229	21	24	of	of	ADP
fbem-22229	21	25	logistics	logistic	NOUN
fbem-22229	21	26	practitioners	practitioner	NOUN
fbem-22229	21	27	.	.	PUNCT
fbem-22229	22	1	the	the	DET
fbem-22229	22	2	foreign	foreign	ADJ
fbem-22229	22	3	e	e	PROPN
fbem-22229	22	4	-	-	PROPN
fbem-22229	22	5	commerce	commerce	NOUN
fbem-22229	22	6	logistics	logistic	NOUN
fbem-22229	22	7	industry	industry	NOUN
fbem-22229	22	8	started	start	VERB
fbem-22229	22	9	earlier	early	ADV
fbem-22229	22	10	,	,	PUNCT
fbem-22229	22	11	and	and	CCONJ
fbem-22229	22	12	after	after	ADP
fbem-22229	22	13	years	year	NOUN
fbem-22229	22	14	of	of	ADP
fbem-22229	22	15	development	development	NOUN
fbem-22229	22	16	,	,	PUNCT
fbem-22229	22	17	it	it	PRON
fbem-22229	22	18	has	have	AUX
fbem-22229	22	19	formed	form	VERB
fbem-22229	22	20	a	a	DET
fbem-22229	22	21	relatively	relatively	ADV
fbem-22229	22	22	mature	mature	ADJ
fbem-22229	22	23	development	development	NOUN
fbem-22229	22	24	model	model	NOUN
fbem-22229	22	25	and	and	CCONJ
fbem-22229	22	26	characteristics	characteristic	NOUN
fbem-22229	22	27	.	.	PUNCT
fbem-22229	23	1	foreign	foreign	ADJ
fbem-22229	23	2	ecommerce	ecommerce	NOUN
fbem-22229	23	3	logistics	logistic	NOUN
fbem-22229	23	4	enterprises	enterprise	NOUN
fbem-22229	23	5	pay	pay	VERB
fbem-22229	23	6	attention	attention	NOUN
fbem-22229	23	7	to	to	ADP
fbem-22229	23	8	improving	improve	VERB
fbem-22229	23	9	the	the	DET
fbem-22229	23	10	level	level	NOUN
fbem-22229	23	11	of	of	ADP
fbem-22229	23	12	logistics	logistic	NOUN
fbem-22229	23	13	services	service	NOUN
fbem-22229	23	14	,	,	PUNCT
fbem-22229	23	15	and	and	CCONJ
fbem-22229	23	16	achieve	achieve	VERB
fbem-22229	23	17	fast	fast	ADV
fbem-22229	23	18	,	,	PUNCT
fbem-22229	23	19	accurate	accurate	ADJ
fbem-22229	23	20	and	and	CCONJ
fbem-22229	23	21	safe	safe	ADJ
fbem-22229	23	22	logistics	logistic	NOUN
fbem-22229	23	23	and	and	CCONJ
fbem-22229	23	24	distribution	distribution	NOUN
fbem-22229	23	25	services	service	NOUN
fbem-22229	23	26	through	through	ADP
fbem-22229	23	27	the	the	DET
fbem-22229	23	28	use	use	NOUN
fbem-22229	23	29	of	of	ADP
fbem-22229	23	30	advanced	advanced	ADJ
fbem-22229	23	31	logistics	logistic	NOUN
fbem-22229	23	32	technology	technology	NOUN
fbem-22229	23	33	and	and	CCONJ
fbem-22229	23	34	management	management	NOUN
fbem-22229	23	35	models	model	NOUN
fbem-22229	23	36	.	.	PUNCT
fbem-22229	24	1	foreign	foreign	ADJ
fbem-22229	24	2	ecommerce	ecommerce	NOUN
fbem-22229	24	3	logistics	logistic	NOUN
fbem-22229	24	4	companies	company	NOUN
fbem-22229	24	5	have	have	VERB
fbem-22229	24	6	a	a	DET
fbem-22229	24	7	relatively	relatively	ADV
fbem-22229	24	8	complete	complete	ADJ
fbem-22229	24	9	logistics	logistic	NOUN
fbem-22229	24	10	network	network	NOUN
fbem-22229	24	11	,	,	PUNCT
fbem-22229	24	12	which	which	PRON
fbem-22229	24	13	can	can	AUX
fbem-22229	24	14	cover	cover	VERB
fbem-22229	24	15	many	many	ADJ
fbem-22229	24	16	countries	country	NOUN
fbem-22229	24	17	and	and	CCONJ
fbem-22229	24	18	regions	region	NOUN
fbem-22229	24	19	around	around	ADP
fbem-22229	24	20	the	the	DET
fbem-22229	24	21	world	world	NOUN
fbem-22229	24	22	.	.	PUNCT
fbem-22229	25	1	this	this	PRON
fbem-22229	25	2	enables	enable	VERB
fbem-22229	25	3	foreign	foreign	ADJ
fbem-22229	25	4	e	e	NOUN
fbem-22229	25	5	-	-	NOUN
fbem-22229	25	6	commerce	commerce	NOUN
fbem-22229	25	7	companies	company	NOUN
fbem-22229	25	8	to	to	PART
fbem-22229	25	9	better	well	ADV
fbem-22229	25	10	serve	serve	VERB
fbem-22229	25	11	global	global	ADJ
fbem-22229	25	12	consumers	consumer	NOUN
fbem-22229	25	13	and	and	CCONJ
fbem-22229	25	14	promote	promote	VERB
fbem-22229	25	15	the	the	DET
fbem-22229	25	16	development	development	NOUN
fbem-22229	25	17	of	of	ADP
fbem-22229	25	18	international	international	ADJ
fbem-22229	25	19	trade	trade	NOUN
fbem-22229	25	20	.	.	PUNCT
fbem-22229	26	1	foreign	foreign	ADJ
fbem-22229	26	2	e	e	PROPN
fbem-22229	26	3	-	-	PROPN
fbem-22229	26	4	commerce	commerce	NOUN
fbem-22229	26	5	logistics	logistic	NOUN
fbem-22229	26	6	enterprises	enterprise	NOUN
fbem-22229	26	7	pay	pay	VERB
fbem-22229	26	8	attention	attention	NOUN
fbem-22229	26	9	to	to	ADP
fbem-22229	26	10	technological	technological	ADJ
fbem-22229	26	11	innovation	innovation	NOUN
fbem-22229	26	12	and	and	CCONJ
fbem-22229	26	13	application	application	NOUN
fbem-22229	26	14	,	,	PUNCT
fbem-22229	26	15	and	and	CCONJ
fbem-22229	26	16	actively	actively	ADV
fbem-22229	26	17	adopt	adopt	VERB
fbem-22229	26	18	advanced	advanced	ADJ
fbem-22229	26	19	technologies	technology	NOUN
fbem-22229	26	20	such	such	ADJ
fbem-22229	26	21	as	as	ADP
fbem-22229	26	22	the	the	DET
fbem-22229	26	23	internet	internet	NOUN
fbem-22229	26	24	of	of	ADP
fbem-22229	26	25	things	thing	NOUN
fbem-22229	26	26	,	,	PUNCT
fbem-22229	26	27	big	big	ADJ
fbem-22229	26	28	data	datum	NOUN
fbem-22229	26	29	,	,	PUNCT
fbem-22229	26	30	and	and	CCONJ
fbem-22229	26	31	artificial	artificial	ADJ
fbem-22229	26	32	intelligence	intelligence	NOUN
fbem-22229	26	33	to	to	PART
fbem-22229	26	34	improve	improve	VERB
fbem-22229	26	35	logistics	logistics	NOUN
fbem-22229	26	36	efficiency	efficiency	NOUN
fbem-22229	26	37	and	and	CCONJ
fbem-22229	26	38	service	service	NOUN
fbem-22229	26	39	quality	quality	NOUN
fbem-22229	26	40	.	.	PUNCT
fbem-22229	27	1	for	for	ADP
fbem-22229	27	2	example	example	NOUN
fbem-22229	27	3	,	,	PUNCT
fbem-22229	27	4	e	e	NOUN
fbem-22229	27	5	-	-	NOUN
fbem-22229	27	6	commerce	commerce	NOUN
fbem-22229	27	7	companies	company	NOUN
fbem-22229	27	8	such	such	ADJ
fbem-22229	27	9	as	as	ADP
fbem-22229	27	10	amazon	amazon	NOUN
fbem-22229	27	11	have	have	AUX
fbem-22229	27	12	adopted	adopt	VERB
fbem-22229	27	13	new	new	ADJ
fbem-22229	27	14	technologies	technology	NOUN
fbem-22229	27	15	such	such	ADJ
fbem-22229	27	16	as	as	ADP
fbem-22229	27	17	unmanned	unmanned	ADJ
fbem-22229	27	18	delivery	delivery	NOUN
fbem-22229	27	19	vehicles	vehicle	NOUN
fbem-22229	27	20	and	and	CCONJ
fbem-22229	27	21	drones	drone	NOUN
fbem-22229	27	22	for	for	ADP
fbem-22229	27	23	delivery	delivery	NOUN
fbem-22229	27	24	services	service	NOUN
fbem-22229	27	25	,	,	PUNCT
fbem-22229	27	26	which	which	PRON
fbem-22229	27	27	has	have	AUX
fbem-22229	27	28	improved	improve	VERB
fbem-22229	27	29	the	the	DET
fbem-22229	27	30	efficiency	efficiency	NOUN
fbem-22229	27	31	and	and	CCONJ
fbem-22229	27	32	accuracy	accuracy	NOUN
fbem-22229	27	33	of	of	ADP
fbem-22229	27	34	delivery	delivery	NOUN
fbem-22229	27	35	.	.	PUNCT
fbem-22229	28	1	the	the	DET
fbem-22229	28	2	regulatory	regulatory	ADJ
fbem-22229	28	3	system	system	NOUN
fbem-22229	28	4	of	of	ADP
fbem-22229	28	5	the	the	DET
fbem-22229	28	6	foreign	foreign	ADJ
fbem-22229	28	7	e	e	PROPN
fbem-22229	28	8	-	-	PROPN
fbem-22229	28	9	commerce	commerce	NOUN
fbem-22229	28	10	logistics	logistic	NOUN
fbem-22229	28	11	industry	industry	NOUN
fbem-22229	28	12	is	be	AUX
fbem-22229	28	13	relatively	relatively	ADV
fbem-22229	28	14	perfect	perfect	ADJ
fbem-22229	28	15	,	,	PUNCT
fbem-22229	28	16	which	which	PRON
fbem-22229	28	17	provides	provide	VERB
fbem-22229	28	18	a	a	DET
fbem-22229	28	19	strong	strong	ADJ
fbem-22229	28	20	guarantee	guarantee	NOUN
fbem-22229	28	21	for	for	ADP
fbem-22229	28	22	the	the	DET
fbem-22229	28	23	standardized	standardized	ADJ
fbem-22229	28	24	development	development	NOUN
fbem-22229	28	25	of	of	ADP
fbem-22229	28	26	e	e	PROPN
fbem-22229	28	27	-	-	PROPN
fbem-22229	28	28	commerce	commerce	NOUN
fbem-22229	28	29	logistics	logistic	NOUN
fbem-22229	28	30	.	.	PUNCT
fbem-22229	29	1	the	the	DET
fbem-22229	29	2	government	government	NOUN
fbem-22229	29	3	has	have	AUX
fbem-22229	29	4	strengthened	strengthen	VERB
fbem-22229	29	5	the	the	DET
fbem-22229	29	6	supervision	supervision	NOUN
fbem-22229	29	7	and	and	CCONJ
fbem-22229	29	8	management	management	NOUN
fbem-22229	29	9	of	of	ADP
fbem-22229	29	10	the	the	DET
fbem-22229	29	11	e	e	PROPN
fbem-22229	29	12	-	-	PROPN
fbem-22229	29	13	commerce	commerce	NOUN
fbem-22229	29	14	logistics	logistic	NOUN
fbem-22229	29	15	industry	industry	NOUN
fbem-22229	29	16	,	,	PUNCT
fbem-22229	29	17	and	and	CCONJ
fbem-22229	29	18	66	66	NUM
fbem-22229	29	19	standardized	standardize	VERB
fbem-22229	29	20	the	the	DET
fbem-22229	29	21	market	market	NOUN
fbem-22229	29	22	order	order	NOUN
fbem-22229	29	23	and	and	CCONJ
fbem-22229	29	24	competitive	competitive	ADJ
fbem-22229	29	25	behavior	behavior	NOUN
fbem-22229	29	26	.	.	PUNCT
fbem-22229	30	1	3	3	X
fbem-22229	30	2	.	.	X
fbem-22229	30	3	analysis	analysis	NOUN
fbem-22229	30	4	of	of	ADP
fbem-22229	30	5	the	the	DET
fbem-22229	30	6	current	current	ADJ
fbem-22229	30	7	situation	situation	NOUN
fbem-22229	30	8	of	of	ADP
fbem-22229	30	9	last	last	ADJ
fbem-22229	30	10	-	-	PUNCT
fbem-22229	30	11	mile	mile	NOUN
fbem-22229	30	12	delivery	delivery	NOUN
fbem-22229	30	13	under	under	ADP
fbem-22229	30	14	the	the	DET
fbem-22229	30	15	ecommerce	ecommerce	NOUN
fbem-22229	30	16	logistics	logistics	PROPN
fbem-22229	30	17	model	model	NOUN
fbem-22229	30	18	3.1	3.1	NUM
fbem-22229	30	19	.	.	PUNCT
fbem-22229	31	1	distribution	distribution	NOUN
fbem-22229	31	2	models	model	NOUN
fbem-22229	31	3	are	be	AUX
fbem-22229	31	4	diverse	diverse	ADJ
fbem-22229	31	5	,	,	PUNCT
fbem-22229	31	6	but	but	CCONJ
fbem-22229	31	7	efficiency	efficiency	NOUN
fbem-22229	31	8	varies	vary	VERB
fbem-22229	31	9	at	at	ADP
fbem-22229	31	10	present	present	ADJ
fbem-22229	31	11	,	,	PUNCT
fbem-22229	31	12	there	there	PRON
fbem-22229	31	13	are	be	VERB
fbem-22229	31	14	several	several	ADJ
fbem-22229	31	15	modes	mode	NOUN
fbem-22229	31	16	of	of	ADP
fbem-22229	31	17	last	last	ADJ
fbem-22229	31	18	-	-	PUNCT
fbem-22229	31	19	mile	mile	NOUN
fbem-22229	31	20	delivery	delivery	NOUN
fbem-22229	31	21	under	under	ADP
fbem-22229	31	22	the	the	DET
fbem-22229	31	23	e	e	NOUN
fbem-22229	31	24	-	-	PROPN
fbem-22229	31	25	commerce	commerce	NOUN
fbem-22229	31	26	logistics	logistic	NOUN
fbem-22229	31	27	model	model	NOUN
fbem-22229	31	28	:	:	PUNCT
fbem-22229	31	29	self	self	NOUN
fbem-22229	31	30	-	-	PUNCT
fbem-22229	31	31	operated	operate	VERB
fbem-22229	31	32	distribution	distribution	NOUN
fbem-22229	31	33	,	,	PUNCT
fbem-22229	31	34	third	third	ADJ
fbem-22229	31	35	-	-	PUNCT
fbem-22229	31	36	party	party	NOUN
fbem-22229	31	37	distribution	distribution	NOUN
fbem-22229	31	38	,	,	PUNCT
fbem-22229	31	39	crowdsourcing	crowdsource	VERB
fbem-22229	31	40	distribution	distribution	NOUN
fbem-22229	31	41	and	and	CCONJ
fbem-22229	31	42	community	community	NOUN
fbem-22229	31	43	group	group	NOUN
fbem-22229	31	44	purchase	purchase	NOUN
fbem-22229	31	45	distribution	distribution	NOUN
fbem-22229	31	46	.	.	PUNCT
fbem-22229	32	1	each	each	PRON
fbem-22229	32	2	of	of	ADP
fbem-22229	32	3	these	these	DET
fbem-22229	32	4	models	model	NOUN
fbem-22229	32	5	has	have	VERB
fbem-22229	32	6	its	its	PRON
fbem-22229	32	7	own	own	ADJ
fbem-22229	32	8	advantages	advantage	NOUN
fbem-22229	32	9	and	and	CCONJ
fbem-22229	32	10	disadvantages	disadvantage	NOUN
fbem-22229	32	11	,	,	PUNCT
fbem-22229	32	12	but	but	CCONJ
fbem-22229	32	13	overall	overall	ADJ
fbem-22229	32	14	efficiency	efficiency	NOUN
fbem-22229	32	15	is	be	AUX
fbem-22229	32	16	uneven	uneven	ADJ
fbem-22229	32	17	.	.	PUNCT
fbem-22229	33	1	self	self	NOUN
fbem-22229	33	2	-	-	PUNCT
fbem-22229	33	3	operated	operate	VERB
fbem-22229	33	4	distribution	distribution	NOUN
fbem-22229	33	5	usually	usually	ADV
fbem-22229	33	6	has	have	VERB
fbem-22229	33	7	high	high	ADJ
fbem-22229	33	8	service	service	NOUN
fbem-22229	33	9	quality	quality	NOUN
fbem-22229	33	10	and	and	CCONJ
fbem-22229	33	11	timeliness	timeliness	NOUN
fbem-22229	33	12	,	,	PUNCT
fbem-22229	33	13	but	but	CCONJ
fbem-22229	33	14	the	the	DET
fbem-22229	33	15	cost	cost	NOUN
fbem-22229	33	16	is	be	AUX
fbem-22229	33	17	also	also	ADV
fbem-22229	33	18	relatively	relatively	ADV
fbem-22229	33	19	high	high	ADJ
fbem-22229	33	20	;	;	PUNCT
fbem-22229	33	21	third	third	ADJ
fbem-22229	33	22	-	-	PUNCT
fbem-22229	33	23	party	party	NOUN
fbem-22229	33	24	distribution	distribution	NOUN
fbem-22229	33	25	can	can	AUX
fbem-22229	33	26	reduce	reduce	VERB
fbem-22229	33	27	costs	cost	NOUN
fbem-22229	33	28	,	,	PUNCT
fbem-22229	33	29	but	but	CCONJ
fbem-22229	33	30	it	it	PRON
fbem-22229	33	31	is	be	AUX
fbem-22229	33	32	difficult	difficult	ADJ
fbem-22229	33	33	to	to	PART
fbem-22229	33	34	ensure	ensure	VERB
fbem-22229	33	35	service	service	NOUN
fbem-22229	33	36	quality	quality	NOUN
fbem-22229	33	37	and	and	CCONJ
fbem-22229	33	38	timeliness	timeliness	NOUN
fbem-22229	33	39	;	;	PUNCT
fbem-22229	33	40	crowdsourcing	crowdsourcing	NOUN
fbem-22229	33	41	and	and	CCONJ
fbem-22229	33	42	community	community	NOUN
fbem-22229	33	43	group	group	NOUN
fbem-22229	33	44	purchase	purchase	NOUN
fbem-22229	33	45	distribution	distribution	NOUN
fbem-22229	33	46	solve	solve	VERB
fbem-22229	33	47	the	the	DET
fbem-22229	33	48	problem	problem	NOUN
fbem-22229	33	49	of	of	ADP
fbem-22229	33	50	labor	labor	NOUN
fbem-22229	33	51	costs	cost	NOUN
fbem-22229	33	52	to	to	ADP
fbem-22229	33	53	a	a	DET
fbem-22229	33	54	certain	certain	ADJ
fbem-22229	33	55	extent	extent	NOUN
fbem-22229	33	56	,	,	PUNCT
fbem-22229	33	57	but	but	CCONJ
fbem-22229	33	58	they	they	PRON
fbem-22229	33	59	are	be	AUX
fbem-22229	33	60	difficult	difficult	ADJ
fbem-22229	33	61	to	to	PART
fbem-22229	33	62	manage	manage	VERB
fbem-22229	33	63	.	.	PUNCT
fbem-22229	34	1	3.2	3.2	NUM
fbem-22229	34	2	.	.	PUNCT
fbem-22229	35	1	fulfillment	fulfillment	NOUN
fbem-22229	35	2	costs	cost	NOUN
fbem-22229	35	3	are	be	AUX
fbem-22229	35	4	high	high	ADJ
fbem-22229	35	5	and	and	CCONJ
fbem-22229	35	6	fluctuate	fluctuate	VERB
fbem-22229	35	7	the	the	DET
fbem-22229	35	8	cost	cost	NOUN
fbem-22229	35	9	of	of	ADP
fbem-22229	35	10	last	last	ADJ
fbem-22229	35	11	-	-	PUNCT
fbem-22229	35	12	mile	mile	NOUN
fbem-22229	35	13	delivery	delivery	NOUN
fbem-22229	35	14	mainly	mainly	ADV
fbem-22229	35	15	includes	include	VERB
fbem-22229	35	16	labor	labor	NOUN
fbem-22229	35	17	costs	cost	NOUN
fbem-22229	35	18	,	,	PUNCT
fbem-22229	35	19	vehicle	vehicle	NOUN
fbem-22229	35	20	costs	cost	NOUN
fbem-22229	35	21	,	,	PUNCT
fbem-22229	35	22	fuel	fuel	NOUN
fbem-22229	35	23	costs	cost	NOUN
fbem-22229	35	24	,	,	PUNCT
fbem-22229	35	25	insurance	insurance	NOUN
fbem-22229	35	26	premiums	premium	NOUN
fbem-22229	35	27	,	,	PUNCT
fbem-22229	35	28	etc	etc	X
fbem-22229	35	29	.	.	X
fbem-22229	36	1	due	due	ADP
fbem-22229	36	2	to	to	ADP
fbem-22229	36	3	factors	factor	NOUN
fbem-22229	36	4	such	such	ADJ
fbem-22229	36	5	as	as	ADP
fbem-22229	36	6	scattered	scatter	VERB
fbem-22229	36	7	distribution	distribution	NOUN
fbem-22229	36	8	areas	area	NOUN
fbem-22229	36	9	and	and	CCONJ
fbem-22229	36	10	uncertain	uncertain	ADJ
fbem-22229	36	11	delivery	delivery	NOUN
fbem-22229	36	12	times	time	NOUN
fbem-22229	36	13	,	,	PUNCT
fbem-22229	36	14	the	the	DET
fbem-22229	36	15	distribution	distribution	NOUN
fbem-22229	36	16	cost	cost	NOUN
fbem-22229	36	17	fluctuates	fluctuate	NOUN
fbem-22229	36	18	greatly	greatly	ADV
fbem-22229	36	19	.	.	PUNCT
fbem-22229	37	1	at	at	ADP
fbem-22229	37	2	the	the	DET
fbem-22229	37	3	same	same	ADJ
fbem-22229	37	4	time	time	NOUN
fbem-22229	37	5	,	,	PUNCT
fbem-22229	37	6	due	due	ADP
fbem-22229	37	7	to	to	ADP
fbem-22229	37	8	the	the	DET
fbem-22229	37	9	fierce	fierce	ADJ
fbem-22229	37	10	competition	competition	NOUN
fbem-22229	37	11	of	of	ADP
fbem-22229	37	12	e	e	NOUN
fbem-22229	37	13	-	-	NOUN
fbem-22229	37	14	commerce	commerce	NOUN
fbem-22229	37	15	platforms	platform	NOUN
fbem-22229	37	16	,	,	PUNCT
fbem-22229	37	17	it	it	PRON
fbem-22229	37	18	is	be	AUX
fbem-22229	37	19	often	often	ADV
fbem-22229	37	20	necessary	necessary	ADJ
fbem-22229	37	21	to	to	PART
fbem-22229	37	22	attract	attract	VERB
fbem-22229	37	23	consumers	consumer	NOUN
fbem-22229	37	24	by	by	ADP
fbem-22229	37	25	reducing	reduce	VERB
fbem-22229	37	26	the	the	DET
fbem-22229	37	27	price	price	NOUN
fbem-22229	37	28	of	of	ADP
fbem-22229	37	29	goods	good	NOUN
fbem-22229	37	30	,	,	PUNCT
fbem-22229	37	31	which	which	PRON
fbem-22229	37	32	makes	make	VERB
fbem-22229	37	33	it	it	PRON
fbem-22229	37	34	difficult	difficult	ADJ
fbem-22229	37	35	for	for	SCONJ
fbem-22229	37	36	ecommerce	ecommerce	NOUN
fbem-22229	37	37	platforms	platform	NOUN
fbem-22229	37	38	to	to	PART
fbem-22229	37	39	bear	bear	VERB
fbem-22229	37	40	excessive	excessive	ADJ
fbem-22229	37	41	distribution	distribution	NOUN
fbem-22229	37	42	costs	cost	NOUN
fbem-22229	37	43	.	.	PUNCT
fbem-22229	38	1	3.3	3.3	NUM
fbem-22229	38	2	.	.	PUNCT
fbem-22229	39	1	the	the	DET
fbem-22229	39	2	quality	quality	NOUN
fbem-22229	39	3	of	of	ADP
fbem-22229	39	4	delivery	delivery	NOUN
fbem-22229	39	5	services	service	NOUN
fbem-22229	39	6	varies	vary	VERB
fbem-22229	39	7	the	the	DET
fbem-22229	39	8	quality	quality	NOUN
fbem-22229	39	9	of	of	ADP
fbem-22229	39	10	service	service	NOUN
fbem-22229	39	11	for	for	ADP
fbem-22229	39	12	last	last	ADJ
fbem-22229	39	13	-	-	PUNCT
fbem-22229	39	14	mile	mile	NOUN
fbem-22229	39	15	delivery	delivery	NOUN
fbem-22229	39	16	is	be	AUX
fbem-22229	39	17	directly	directly	ADV
fbem-22229	39	18	related	relate	VERB
fbem-22229	39	19	to	to	ADP
fbem-22229	39	20	the	the	DET
fbem-22229	39	21	shopping	shopping	NOUN
fbem-22229	39	22	experience	experience	NOUN
fbem-22229	39	23	of	of	ADP
fbem-22229	39	24	consumers	consumer	NOUN
fbem-22229	39	25	.	.	PUNCT
fbem-22229	40	1	however	however	ADV
fbem-22229	40	2	,	,	PUNCT
fbem-22229	40	3	due	due	ADP
fbem-22229	40	4	to	to	ADP
fbem-22229	40	5	the	the	DET
fbem-22229	40	6	uneven	uneven	ADJ
fbem-22229	40	7	quality	quality	NOUN
fbem-22229	40	8	of	of	ADP
fbem-22229	40	9	delivery	delivery	NOUN
fbem-22229	40	10	staff	staff	NOUN
fbem-22229	40	11	,	,	PUNCT
fbem-22229	40	12	uncertain	uncertain	ADJ
fbem-22229	40	13	delivery	delivery	NOUN
fbem-22229	40	14	time	time	NOUN
fbem-22229	40	15	,	,	PUNCT
fbem-22229	40	16	damaged	damage	VERB
fbem-22229	40	17	or	or	CCONJ
fbem-22229	40	18	lost	lose	VERB
fbem-22229	40	19	goods	good	NOUN
fbem-22229	40	20	,	,	PUNCT
fbem-22229	40	21	etc	etc	X
fbem-22229	40	22	.	.	X
fbem-22229	40	23	,	,	PUNCT
fbem-22229	40	24	it	it	PRON
fbem-22229	40	25	is	be	AUX
fbem-22229	40	26	difficult	difficult	ADJ
fbem-22229	40	27	to	to	PART
fbem-22229	40	28	ensure	ensure	VERB
fbem-22229	40	29	the	the	DET
fbem-22229	40	30	quality	quality	NOUN
fbem-22229	40	31	of	of	ADP
fbem-22229	40	32	delivery	delivery	NOUN
fbem-22229	40	33	services	service	NOUN
fbem-22229	40	34	.	.	PUNCT
fbem-22229	41	1	as	as	ADP
fbem-22229	41	2	a	a	DET
fbem-22229	41	3	result	result	NOUN
fbem-22229	41	4	,	,	PUNCT
fbem-22229	41	5	consumer	consumer	NOUN
fbem-22229	41	6	satisfaction	satisfaction	NOUN
fbem-22229	41	7	with	with	ADP
fbem-22229	41	8	delivery	delivery	NOUN
fbem-22229	41	9	services	service	NOUN
fbem-22229	41	10	has	have	AUX
fbem-22229	41	11	also	also	ADV
fbem-22229	41	12	suffered	suffer	VERB
fbem-22229	41	13	.	.	PUNCT
fbem-22229	42	1	3.4	3.4	NUM
fbem-22229	42	2	.	.	PUNCT
fbem-22229	42	3	delivery	delivery	NOUN
fbem-22229	42	4	workers	worker	NOUN
fbem-22229	42	5	work	work	VERB
fbem-22229	42	6	intensively	intensively	ADV
fbem-22229	42	7	and	and	CCONJ
fbem-22229	42	8	are	be	AUX
fbem-22229	42	9	paid	pay	VERB
fbem-22229	42	10	less	less	ADJ
fbem-22229	42	11	last	last	ADJ
fbem-22229	42	12	-	-	PUNCT
fbem-22229	42	13	mile	mile	NOUN
fbem-22229	42	14	delivery	delivery	NOUN
fbem-22229	42	15	usually	usually	ADV
fbem-22229	42	16	requires	require	VERB
fbem-22229	42	17	delivery	delivery	NOUN
fbem-22229	42	18	staff	staff	NOUN
fbem-22229	42	19	to	to	PART
fbem-22229	42	20	complete	complete	VERB
fbem-22229	42	21	a	a	DET
fbem-22229	42	22	large	large	ADJ
fbem-22229	42	23	number	number	NOUN
fbem-22229	42	24	of	of	ADP
fbem-22229	42	25	delivery	delivery	NOUN
fbem-22229	42	26	tasks	task	NOUN
fbem-22229	42	27	in	in	ADP
fbem-22229	42	28	a	a	DET
fbem-22229	42	29	short	short	ADJ
fbem-22229	42	30	period	period	NOUN
fbem-22229	42	31	of	of	ADP
fbem-22229	42	32	time	time	NOUN
fbem-22229	42	33	,	,	PUNCT
fbem-22229	42	34	and	and	CCONJ
fbem-22229	42	35	the	the	DET
fbem-22229	42	36	work	work	NOUN
fbem-22229	42	37	intensity	intensity	NOUN
fbem-22229	42	38	is	be	AUX
fbem-22229	42	39	high	high	ADJ
fbem-22229	42	40	.	.	PUNCT
fbem-22229	43	1	however	however	ADV
fbem-22229	43	2	,	,	PUNCT
fbem-22229	43	3	due	due	ADP
fbem-22229	43	4	to	to	ADP
fbem-22229	43	5	fierce	fierce	ADJ
fbem-22229	43	6	competition	competition	NOUN
fbem-22229	43	7	and	and	CCONJ
fbem-22229	43	8	the	the	DET
fbem-22229	43	9	need	need	NOUN
fbem-22229	43	10	for	for	ADP
fbem-22229	43	11	cost	cost	NOUN
fbem-22229	43	12	control	control	NOUN
fbem-22229	43	13	,	,	PUNCT
fbem-22229	43	14	the	the	DET
fbem-22229	43	15	remuneration	remuneration	NOUN
fbem-22229	43	16	of	of	ADP
fbem-22229	43	17	delivery	delivery	NOUN
fbem-22229	43	18	workers	worker	NOUN
fbem-22229	43	19	is	be	AUX
fbem-22229	43	20	often	often	ADV
fbem-22229	43	21	lower	low	ADJ
fbem-22229	43	22	,	,	PUNCT
fbem-22229	43	23	which	which	PRON
fbem-22229	43	24	leads	lead	VERB
fbem-22229	43	25	to	to	ADP
fbem-22229	43	26	the	the	DET
fbem-22229	43	27	loss	loss	NOUN
fbem-22229	43	28	of	of	ADP
fbem-22229	43	29	motivation	motivation	NOUN
fbem-22229	43	30	and	and	CCONJ
fbem-22229	43	31	stability	stability	NOUN
fbem-22229	43	32	of	of	ADP
fbem-22229	43	33	delivery	delivery	NOUN
fbem-22229	43	34	personnel	personnel	NOUN
fbem-22229	43	35	.	.	PUNCT
fbem-22229	44	1	at	at	ADP
fbem-22229	44	2	the	the	DET
fbem-22229	44	3	same	same	ADJ
fbem-22229	44	4	time	time	NOUN
fbem-22229	44	5	,	,	PUNCT
fbem-22229	44	6	the	the	DET
fbem-22229	44	7	working	work	VERB
fbem-22229	44	8	environment	environment	NOUN
fbem-22229	44	9	and	and	CCONJ
fbem-22229	44	10	safety	safety	NOUN
fbem-22229	44	11	of	of	ADP
fbem-22229	44	12	delivery	delivery	NOUN
fbem-22229	44	13	workers	worker	NOUN
fbem-22229	44	14	also	also	ADV
fbem-22229	44	15	face	face	VERB
fbem-22229	44	16	certain	certain	ADJ
fbem-22229	44	17	challenges	challenge	NOUN
fbem-22229	44	18	.	.	PUNCT
fbem-22229	45	1	3.5	3.5	NUM
fbem-22229	45	2	.	.	PUNCT
fbem-22229	45	3	inadequate	inadequate	ADJ
fbem-22229	45	4	application	application	NOUN
fbem-22229	45	5	of	of	ADP
fbem-22229	45	6	technology	technology	NOUN
fbem-22229	45	7	leads	lead	VERB
fbem-22229	45	8	to	to	ADP
fbem-22229	45	9	inefficiencies	inefficiency	NOUN
fbem-22229	45	10	although	although	SCONJ
fbem-22229	45	11	technologies	technology	NOUN
fbem-22229	45	12	such	such	ADJ
fbem-22229	45	13	as	as	ADP
fbem-22229	45	14	the	the	DET
fbem-22229	45	15	internet	internet	NOUN
fbem-22229	45	16	of	of	ADP
fbem-22229	45	17	things	thing	NOUN
fbem-22229	45	18	,	,	PUNCT
fbem-22229	45	19	big	big	ADJ
fbem-22229	45	20	data	datum	NOUN
fbem-22229	45	21	,	,	PUNCT
fbem-22229	45	22	and	and	CCONJ
fbem-22229	45	23	artificial	artificial	ADJ
fbem-22229	45	24	intelligence	intelligence	NOUN
fbem-22229	45	25	have	have	AUX
fbem-22229	45	26	been	be	AUX
fbem-22229	45	27	widely	widely	ADV
fbem-22229	45	28	used	use	VERB
fbem-22229	45	29	in	in	ADP
fbem-22229	45	30	the	the	DET
fbem-22229	45	31	logistics	logistic	NOUN
fbem-22229	45	32	industry	industry	NOUN
fbem-22229	45	33	,	,	PUNCT
fbem-22229	45	34	their	their	PRON
fbem-22229	45	35	application	application	NOUN
fbem-22229	45	36	in	in	ADP
fbem-22229	45	37	the	the	DET
fbem-22229	45	38	field	field	NOUN
fbem-22229	45	39	of	of	ADP
fbem-22229	45	40	last	last	ADJ
fbem-22229	45	41	-	-	PUNCT
fbem-22229	45	42	mile	mile	NOUN
fbem-22229	45	43	delivery	delivery	NOUN
fbem-22229	45	44	is	be	AUX
fbem-22229	45	45	still	still	ADV
fbem-22229	45	46	insufficient	insufficient	ADJ
fbem-22229	45	47	.	.	PUNCT
fbem-22229	46	1	this	this	PRON
fbem-22229	46	2	makes	make	VERB
fbem-22229	46	3	it	it	PRON
fbem-22229	46	4	difficult	difficult	ADJ
fbem-22229	46	5	to	to	PART
fbem-22229	46	6	solve	solve	VERB
fbem-22229	46	7	problems	problem	NOUN
fbem-22229	46	8	such	such	ADJ
fbem-22229	46	9	as	as	ADP
fbem-22229	46	10	opaque	opaque	ADJ
fbem-22229	46	11	information	information	NOUN
fbem-22229	46	12	and	and	CCONJ
fbem-22229	46	13	inefficiency	inefficiency	NOUN
fbem-22229	46	14	in	in	ADP
fbem-22229	46	15	the	the	DET
fbem-22229	46	16	distribution	distribution	NOUN
fbem-22229	46	17	process	process	NOUN
fbem-22229	46	18	.	.	PUNCT
fbem-22229	47	1	for	for	ADP
fbem-22229	47	2	example	example	NOUN
fbem-22229	47	3	,	,	PUNCT
fbem-22229	47	4	it	it	PRON
fbem-22229	47	5	is	be	AUX
fbem-22229	47	6	difficult	difficult	ADJ
fbem-22229	47	7	for	for	SCONJ
fbem-22229	47	8	delivery	delivery	NOUN
fbem-22229	47	9	staff	staff	NOUN
fbem-22229	47	10	to	to	PART
fbem-22229	47	11	accurately	accurately	ADV
fbem-22229	47	12	grasp	grasp	VERB
fbem-22229	47	13	the	the	DET
fbem-22229	47	14	location	location	NOUN
fbem-22229	47	15	and	and	CCONJ
fbem-22229	47	16	quantity	quantity	NOUN
fbem-22229	47	17	information	information	NOUN
fbem-22229	47	18	of	of	ADP
fbem-22229	47	19	goods	good	NOUN
fbem-22229	47	20	,	,	PUNCT
fbem-22229	47	21	resulting	result	VERB
fbem-22229	47	22	in	in	ADP
fbem-22229	47	23	low	low	ADJ
fbem-22229	47	24	delivery	delivery	NOUN
fbem-22229	47	25	efficiency	efficiency	NOUN
fbem-22229	47	26	;	;	PUNCT
fbem-22229	47	27	at	at	ADP
fbem-22229	47	28	the	the	DET
fbem-22229	47	29	same	same	ADJ
fbem-22229	47	30	time	time	NOUN
fbem-22229	47	31	,	,	PUNCT
fbem-22229	47	32	it	it	PRON
fbem-22229	47	33	is	be	AUX
fbem-22229	47	34	difficult	difficult	ADJ
fbem-22229	47	35	for	for	SCONJ
fbem-22229	47	36	consumers	consumer	NOUN
fbem-22229	47	37	to	to	PART
fbem-22229	47	38	understand	understand	VERB
fbem-22229	47	39	the	the	DET
fbem-22229	47	40	delivery	delivery	NOUN
fbem-22229	47	41	progress	progress	NOUN
fbem-22229	47	42	and	and	CCONJ
fbem-22229	47	43	location	location	NOUN
fbem-22229	47	44	information	information	NOUN
fbem-22229	47	45	of	of	ADP
fbem-22229	47	46	products	product	NOUN
fbem-22229	47	47	in	in	ADP
fbem-22229	47	48	real	real	ADJ
fbem-22229	47	49	time	time	NOUN
fbem-22229	47	50	.	.	PUNCT
fbem-22229	48	1	to	to	PART
fbem-22229	48	2	sum	sum	VERB
fbem-22229	48	3	up	up	ADP
fbem-22229	48	4	,	,	PUNCT
fbem-22229	48	5	there	there	PRON
fbem-22229	48	6	are	be	VERB
fbem-22229	48	7	many	many	ADJ
fbem-22229	48	8	problems	problem	NOUN
fbem-22229	48	9	in	in	ADP
fbem-22229	48	10	the	the	DET
fbem-22229	48	11	last	last	ADJ
fbem-22229	48	12	mile	mile	NOUN
fbem-22229	48	13	distribution	distribution	NOUN
fbem-22229	48	14	under	under	ADP
fbem-22229	48	15	the	the	DET
fbem-22229	48	16	current	current	ADJ
fbem-22229	48	17	e	e	PROPN
fbem-22229	48	18	-	-	PROPN
fbem-22229	48	19	commerce	commerce	NOUN
fbem-22229	48	20	logistics	logistic	NOUN
fbem-22229	48	21	model	model	NOUN
fbem-22229	48	22	,	,	PUNCT
fbem-22229	48	23	including	include	VERB
fbem-22229	48	24	diverse	diverse	ADJ
fbem-22229	48	25	but	but	CCONJ
fbem-22229	48	26	uneven	uneven	ADJ
fbem-22229	48	27	distribution	distribution	NOUN
fbem-22229	48	28	modes	mode	NOUN
fbem-22229	48	29	,	,	PUNCT
fbem-22229	48	30	high	high	ADJ
fbem-22229	48	31	and	and	CCONJ
fbem-22229	48	32	fluctuating	fluctuate	VERB
fbem-22229	48	33	distribution	distribution	NOUN
fbem-22229	48	34	costs	cost	NOUN
fbem-22229	48	35	,	,	PUNCT
fbem-22229	48	36	uneven	uneven	ADJ
fbem-22229	48	37	distribution	distribution	NOUN
fbem-22229	48	38	service	service	NOUN
fbem-22229	48	39	quality	quality	NOUN
fbem-22229	48	40	,	,	PUNCT
fbem-22229	48	41	high	high	ADJ
fbem-22229	48	42	work	work	NOUN
fbem-22229	48	43	intensity	intensity	NOUN
fbem-22229	48	44	and	and	CCONJ
fbem-22229	48	45	low	low	ADJ
fbem-22229	48	46	remuneration	remuneration	NOUN
fbem-22229	48	47	of	of	ADP
fbem-22229	48	48	delivery	delivery	NOUN
fbem-22229	48	49	personnel	personnel	NOUN
fbem-22229	48	50	,	,	PUNCT
fbem-22229	48	51	and	and	CCONJ
fbem-22229	48	52	low	low	ADJ
fbem-22229	48	53	efficiency	efficiency	NOUN
fbem-22229	48	54	due	due	ADP
fbem-22229	48	55	to	to	ADP
fbem-22229	48	56	insufficient	insufficient	ADJ
fbem-22229	48	57	application	application	NOUN
fbem-22229	48	58	of	of	ADP
fbem-22229	48	59	technology	technology	NOUN
fbem-22229	48	60	.	.	PUNCT
fbem-22229	49	1	these	these	DET
fbem-22229	49	2	problems	problem	NOUN
fbem-22229	49	3	not	not	PART
fbem-22229	49	4	only	only	ADV
fbem-22229	49	5	affect	affect	VERB
fbem-22229	49	6	the	the	DET
fbem-22229	49	7	shopping	shopping	NOUN
fbem-22229	49	8	experience	experience	NOUN
fbem-22229	49	9	of	of	ADP
fbem-22229	49	10	consumers	consumer	NOUN
fbem-22229	49	11	,	,	PUNCT
fbem-22229	49	12	but	but	CCONJ
fbem-22229	49	13	also	also	ADV
fbem-22229	49	14	restrict	restrict	VERB
fbem-22229	49	15	the	the	DET
fbem-22229	49	16	sustainable	sustainable	ADJ
fbem-22229	49	17	development	development	NOUN
fbem-22229	49	18	of	of	ADP
fbem-22229	49	19	the	the	DET
fbem-22229	49	20	e	e	PROPN
fbem-22229	49	21	-	-	PROPN
fbem-22229	49	22	commerce	commerce	NOUN
fbem-22229	49	23	logistics	logistic	NOUN
fbem-22229	49	24	industry	industry	NOUN
fbem-22229	49	25	.	.	PUNCT
fbem-22229	50	1	therefore	therefore	ADV
fbem-22229	50	2	,	,	PUNCT
fbem-22229	50	3	it	it	PRON
fbem-22229	50	4	is	be	AUX
fbem-22229	50	5	necessary	necessary	ADJ
fbem-22229	50	6	to	to	PART
fbem-22229	50	7	formulate	formulate	VERB
fbem-22229	50	8	corresponding	corresponding	ADJ
fbem-22229	50	9	optimization	optimization	NOUN
fbem-22229	50	10	strategies	strategy	NOUN
fbem-22229	50	11	and	and	CCONJ
fbem-22229	50	12	improvement	improvement	NOUN
fbem-22229	50	13	measures	measure	NOUN
fbem-22229	50	14	for	for	ADP
fbem-22229	50	15	these	these	DET
fbem-22229	50	16	problems	problem	NOUN
fbem-22229	50	17	.	.	PUNCT
fbem-22229	51	1	4	4	X
fbem-22229	51	2	.	.	X
fbem-22229	51	3	research	research	NOUN
fbem-22229	51	4	on	on	ADP
fbem-22229	51	5	optimization	optimization	NOUN
fbem-22229	51	6	strategies	strategy	NOUN
fbem-22229	51	7	for	for	ADP
fbem-22229	51	8	last	last	ADJ
fbem-22229	51	9	-	-	PUNCT
fbem-22229	51	10	mile	mile	NOUN
fbem-22229	51	11	delivery	delivery	NOUN
fbem-22229	51	12	4.1	4.1	NUM
fbem-22229	51	13	.	.	PUNCT
fbem-22229	52	1	unified	unified	ADJ
fbem-22229	52	2	and	and	CCONJ
fbem-22229	52	3	standardized	standardized	ADJ
fbem-22229	52	4	distribution	distribution	NOUN
fbem-22229	52	5	model	model	NOUN
fbem-22229	52	6	in	in	ADP
fbem-22229	52	7	view	view	NOUN
fbem-22229	52	8	of	of	ADP
fbem-22229	52	9	the	the	DET
fbem-22229	52	10	problem	problem	NOUN
fbem-22229	52	11	of	of	ADP
fbem-22229	52	12	diverse	diverse	ADJ
fbem-22229	52	13	distribution	distribution	NOUN
fbem-22229	52	14	modes	mode	NOUN
fbem-22229	52	15	but	but	CCONJ
fbem-22229	52	16	uneven	uneven	ADJ
fbem-22229	52	17	efficiency	efficiency	NOUN
fbem-22229	52	18	,	,	PUNCT
fbem-22229	52	19	it	it	PRON
fbem-22229	52	20	is	be	AUX
fbem-22229	52	21	recommended	recommend	VERB
fbem-22229	52	22	that	that	SCONJ
fbem-22229	52	23	e	e	NOUN
fbem-22229	52	24	-	-	ADJ
fbem-22229	52	25	commerce	commerce	NOUN
fbem-22229	52	26	enterprises	enterprise	NOUN
fbem-22229	52	27	adopt	adopt	VERB
fbem-22229	52	28	a	a	DET
fbem-22229	52	29	unified	unified	ADJ
fbem-22229	52	30	and	and	CCONJ
fbem-22229	52	31	standardized	standardized	ADJ
fbem-22229	52	32	distribution	distribution	NOUN
fbem-22229	52	33	model	model	NOUN
fbem-22229	52	34	.	.	PUNCT
fbem-22229	53	1	this	this	PRON
fbem-22229	53	2	includes	include	VERB
fbem-22229	53	3	establishing	establish	VERB
fbem-22229	53	4	uniform	uniform	ADJ
fbem-22229	53	5	delivery	delivery	NOUN
fbem-22229	53	6	standards	standard	NOUN
fbem-22229	53	7	,	,	PUNCT
fbem-22229	53	8	processes	process	NOUN
fbem-22229	53	9	,	,	PUNCT
fbem-22229	53	10	and	and	CCONJ
fbem-22229	53	11	specifications	specification	NOUN
fbem-22229	53	12	to	to	PART
fbem-22229	53	13	ensure	ensure	VERB
fbem-22229	53	14	consistency	consistency	NOUN
fbem-22229	53	15	in	in	ADP
fbem-22229	53	16	efficiency	efficiency	NOUN
fbem-22229	53	17	and	and	CCONJ
fbem-22229	53	18	service	service	NOUN
fbem-22229	53	19	quality	quality	NOUN
fbem-22229	53	20	across	across	ADP
fbem-22229	53	21	delivery	delivery	NOUN
fbem-22229	53	22	models	model	NOUN
fbem-22229	53	23	.	.	PUNCT
fbem-22229	54	1	at	at	ADP
fbem-22229	54	2	the	the	DET
fbem-22229	54	3	same	same	ADJ
fbem-22229	54	4	time	time	NOUN
fbem-22229	54	5	,	,	PUNCT
fbem-22229	54	6	through	through	ADP
fbem-22229	54	7	data	data	NOUN
fbem-22229	54	8	analysis	analysis	NOUN
fbem-22229	54	9	and	and	CCONJ
fbem-22229	54	10	comparison	comparison	NOUN
fbem-22229	54	11	,	,	PUNCT
fbem-22229	54	12	we	we	PRON
fbem-22229	54	13	can	can	AUX
fbem-22229	54	14	choose	choose	VERB
fbem-22229	54	15	the	the	DET
fbem-22229	54	16	most	most	ADV
fbem-22229	54	17	suitable	suitable	ADJ
fbem-22229	54	18	distribution	distribution	NOUN
fbem-22229	54	19	model	model	NOUN
fbem-22229	54	20	for	for	ADP
fbem-22229	54	21	our	our	PRON
fbem-22229	54	22	own	own	ADJ
fbem-22229	54	23	business	business	NOUN
fbem-22229	54	24	characteristics	characteristic	NOUN
fbem-22229	54	25	,	,	PUNCT
fbem-22229	54	26	and	and	CCONJ
fbem-22229	54	27	continuously	continuously	ADV
fbem-22229	54	28	optimize	optimize	VERB
fbem-22229	54	29	and	and	CCONJ
fbem-22229	54	30	improve	improve	VERB
fbem-22229	54	31	.	.	PUNCT
fbem-22229	55	1	4.2	4.2	NUM
fbem-22229	55	2	.	.	PUNCT
fbem-22229	56	1	cost	cost	NOUN
fbem-22229	56	2	optimization	optimization	NOUN
fbem-22229	56	3	and	and	CCONJ
fbem-22229	56	4	dynamic	dynamic	ADJ
fbem-22229	56	5	pricing	pricing	NOUN
fbem-22229	56	6	strategies	strategy	NOUN
fbem-22229	56	7	in	in	ADP
fbem-22229	56	8	order	order	NOUN
fbem-22229	56	9	to	to	PART
fbem-22229	56	10	reduce	reduce	VERB
fbem-22229	56	11	distribution	distribution	NOUN
fbem-22229	56	12	costs	cost	NOUN
fbem-22229	56	13	and	and	CCONJ
fbem-22229	56	14	reduce	reduce	VERB
fbem-22229	56	15	volatility	volatility	NOUN
fbem-22229	56	16	,	,	PUNCT
fbem-22229	56	17	the	the	DET
fbem-22229	56	18	following	follow	VERB
fbem-22229	56	19	strategies	strategy	NOUN
fbem-22229	56	20	can	can	AUX
fbem-22229	56	21	be	be	AUX
fbem-22229	56	22	adopted	adopt	VERB
fbem-22229	56	23	:	:	PUNCT
fbem-22229	56	24	first	first	ADV
fbem-22229	56	25	,	,	PUNCT
fbem-22229	56	26	reduce	reduce	VERB
fbem-22229	56	27	operating	operating	NOUN
fbem-22229	56	28	costs	cost	NOUN
fbem-22229	56	29	by	by	ADP
fbem-22229	56	30	optimizing	optimize	VERB
fbem-22229	56	31	distribution	distribution	NOUN
fbem-22229	56	32	routes	route	NOUN
fbem-22229	56	33	,	,	PUNCT
fbem-22229	56	34	increasing	increase	VERB
fbem-22229	56	35	distribution	distribution	NOUN
fbem-22229	56	36	density	density	NOUN
fbem-22229	56	37	,	,	PUNCT
fbem-22229	56	38	and	and	CCONJ
fbem-22229	56	39	reducing	reduce	VERB
fbem-22229	56	40	empty	empty	ADJ
fbem-22229	56	41	driving	driving	NOUN
fbem-22229	56	42	rates	rate	NOUN
fbem-22229	56	43	;	;	PUNCT
fbem-22229	56	44	secondly	secondly	ADV
fbem-22229	56	45	,	,	PUNCT
fbem-22229	56	46	the	the	DET
fbem-22229	56	47	dynamic	dynamic	ADJ
fbem-22229	56	48	pricing	pricing	NOUN
fbem-22229	56	49	strategy	strategy	NOUN
fbem-22229	56	50	is	be	AUX
fbem-22229	56	51	adopted	adopt	VERB
fbem-22229	56	52	to	to	PART
fbem-22229	56	53	dynamically	dynamically	ADV
fbem-22229	56	54	adjust	adjust	VERB
fbem-22229	56	55	the	the	DET
fbem-22229	56	56	delivery	delivery	NOUN
fbem-22229	56	57	price	price	NOUN
fbem-22229	56	58	according	accord	VERB
fbem-22229	56	59	to	to	ADP
fbem-22229	56	60	market	market	NOUN
fbem-22229	56	61	demand	demand	NOUN
fbem-22229	56	62	,	,	PUNCT
fbem-22229	56	63	delivery	delivery	NOUN
fbem-22229	56	64	distance	distance	NOUN
fbem-22229	56	65	,	,	PUNCT
fbem-22229	56	66	time	time	NOUN
fbem-22229	56	67	and	and	CCONJ
fbem-22229	56	68	other	other	ADJ
fbem-22229	56	69	factors	factor	NOUN
fbem-22229	56	70	to	to	PART
fbem-22229	56	71	balance	balance	VERB
fbem-22229	56	72	costs	cost	NOUN
fbem-22229	56	73	and	and	CCONJ
fbem-22229	56	74	profits	profit	NOUN
fbem-22229	56	75	;	;	PUNCT
fbem-22229	56	76	finally	finally	ADV
fbem-22229	56	77	,	,	PUNCT
fbem-22229	56	78	strengthen	strengthen	VERB
fbem-22229	56	79	collaboration	collaboration	NOUN
fbem-22229	56	80	with	with	ADP
fbem-22229	56	81	all	all	DET
fbem-22229	56	82	parties	party	NOUN
fbem-22229	56	83	in	in	ADP
fbem-22229	56	84	the	the	DET
fbem-22229	56	85	supply	supply	NOUN
fbem-22229	56	86	chain	chain	NOUN
fbem-22229	56	87	to	to	PART
fbem-22229	56	88	achieve	achieve	VERB
fbem-22229	56	89	resource	resource	NOUN
fbem-22229	56	90	sharing	sharing	NOUN
fbem-22229	56	91	and	and	CCONJ
fbem-22229	56	92	cost	cost	NOUN
fbem-22229	56	93	sharing	sharing	NOUN
fbem-22229	56	94	.	.	PUNCT
fbem-22229	57	1	4.3	4.3	NUM
fbem-22229	57	2	.	.	PUNCT
fbem-22229	57	3	improve	improve	VERB
fbem-22229	57	4	the	the	DET
fbem-22229	57	5	quality	quality	NOUN
fbem-22229	57	6	of	of	ADP
fbem-22229	57	7	delivery	delivery	NOUN
fbem-22229	57	8	services	service	NOUN
fbem-22229	57	9	in	in	ADP
fbem-22229	57	10	view	view	NOUN
fbem-22229	57	11	of	of	ADP
fbem-22229	57	12	the	the	DET
fbem-22229	57	13	uneven	uneven	ADJ
fbem-22229	57	14	quality	quality	NOUN
fbem-22229	57	15	of	of	ADP
fbem-22229	57	16	distribution	distribution	NOUN
fbem-22229	57	17	services	service	NOUN
fbem-22229	57	18	,	,	PUNCT
fbem-22229	57	19	the	the	DET
fbem-22229	57	20	following	follow	VERB
fbem-22229	57	21	measures	measure	NOUN
fbem-22229	57	22	can	can	AUX
fbem-22229	57	23	be	be	AUX
fbem-22229	57	24	taken	take	VERB
fbem-22229	57	25	:	:	PUNCT
fbem-22229	57	26	first	first	ADV
fbem-22229	57	27	,	,	PUNCT
fbem-22229	57	28	establish	establish	VERB
fbem-22229	57	29	a	a	DET
fbem-22229	57	30	sound	sound	ADJ
fbem-22229	57	31	distribution	distribution	NOUN
fbem-22229	57	32	service	service	NOUN
fbem-22229	57	33	standards	standard	NOUN
fbem-22229	57	34	and	and	CCONJ
fbem-22229	57	35	processes	process	NOUN
fbem-22229	57	36	to	to	PART
fbem-22229	57	37	ensure	ensure	VERB
fbem-22229	57	38	that	that	SCONJ
fbem-22229	57	39	the	the	DET
fbem-22229	57	40	delivery	delivery	NOUN
fbem-22229	57	41	staff	staff	NOUN
fbem-22229	57	42	complies	comply	VERB
fbem-22229	57	43	with	with	ADP
fbem-22229	57	44	the	the	DET
fbem-22229	57	45	regulations	regulation	NOUN
fbem-22229	57	46	in	in	ADP
fbem-22229	57	47	the	the	DET
fbem-22229	57	48	delivery	delivery	NOUN
fbem-22229	57	49	process	process	NOUN
fbem-22229	57	50	;	;	PUNCT
fbem-22229	57	51	secondly	secondly	ADV
fbem-22229	57	52	,	,	PUNCT
fbem-22229	57	53	strengthen	strengthen	VERB
fbem-22229	57	54	the	the	DET
fbem-22229	57	55	training	training	NOUN
fbem-22229	57	56	and	and	CCONJ
fbem-22229	57	57	management	management	NOUN
fbem-22229	57	58	of	of	ADP
fbem-22229	57	59	distribution	distribution	NOUN
fbem-22229	57	60	personnel	personnel	NOUN
fbem-22229	57	61	,	,	PUNCT
fbem-22229	57	62	and	and	CCONJ
fbem-22229	57	63	improve	improve	VERB
fbem-22229	57	64	their	their	PRON
fbem-22229	57	65	service	service	NOUN
fbem-22229	57	66	awareness	awareness	NOUN
fbem-22229	57	67	and	and	CCONJ
fbem-22229	57	68	professional	professional	ADJ
fbem-22229	57	69	quality	quality	NOUN
fbem-22229	57	70	;	;	PUNCT
fbem-22229	57	71	finally	finally	ADV
fbem-22229	57	72	,	,	PUNCT
fbem-22229	57	73	establish	establish	VERB
fbem-22229	57	74	a	a	DET
fbem-22229	57	75	customer	customer	NOUN
fbem-22229	57	76	feedback	feedback	NOUN
fbem-22229	57	77	mechanism	mechanism	NOUN
fbem-22229	57	78	,	,	PUNCT
fbem-22229	57	79	collect	collect	VERB
fbem-22229	57	80	and	and	CCONJ
fbem-22229	57	81	deal	deal	VERB
fbem-22229	57	82	with	with	ADP
fbem-22229	57	83	customer	customer	NOUN
fbem-22229	57	84	complaints	complaint	NOUN
fbem-22229	57	85	and	and	CCONJ
fbem-22229	57	86	suggestions	suggestion	NOUN
fbem-22229	57	87	in	in	ADP
fbem-22229	57	88	a	a	DET
fbem-22229	57	89	timely	timely	ADJ
fbem-22229	57	90	manner	manner	NOUN
fbem-22229	57	91	,	,	PUNCT
fbem-22229	57	92	and	and	CCONJ
fbem-22229	57	93	continuously	continuously	ADV
fbem-22229	57	94	improve	improve	VERB
fbem-22229	57	95	the	the	DET
fbem-22229	57	96	quality	quality	NOUN
fbem-22229	57	97	of	of	ADP
fbem-22229	57	98	delivery	delivery	NOUN
fbem-22229	57	99	services	service	NOUN
fbem-22229	57	100	.	.	PUNCT
fbem-22229	58	1	4.4	4.4	NUM
fbem-22229	58	2	.	.	PUNCT
fbem-22229	58	3	improve	improve	VERB
fbem-22229	58	4	the	the	DET
fbem-22229	58	5	treatment	treatment	NOUN
fbem-22229	58	6	and	and	CCONJ
fbem-22229	58	7	working	working	NOUN
fbem-22229	58	8	conditions	condition	NOUN
fbem-22229	58	9	of	of	ADP
fbem-22229	58	10	delivery	delivery	NOUN
fbem-22229	58	11	workers	worker	NOUN
fbem-22229	58	12	in	in	ADP
fbem-22229	58	13	view	view	NOUN
fbem-22229	58	14	of	of	ADP
fbem-22229	58	15	the	the	DET
fbem-22229	58	16	problem	problem	NOUN
fbem-22229	58	17	of	of	ADP
fbem-22229	58	18	high	high	ADJ
fbem-22229	58	19	work	work	NOUN
fbem-22229	58	20	intensity	intensity	NOUN
fbem-22229	58	21	and	and	CCONJ
fbem-22229	58	22	low	low	ADJ
fbem-22229	58	23	remuneration	remuneration	NOUN
fbem-22229	58	24	of	of	ADP
fbem-22229	58	25	delivery	delivery	NOUN
fbem-22229	58	26	workers	worker	NOUN
fbem-22229	58	27	,	,	PUNCT
fbem-22229	58	28	it	it	PRON
fbem-22229	58	29	is	be	AUX
fbem-22229	58	30	recommended	recommend	VERB
fbem-22229	58	31	that	that	SCONJ
fbem-22229	58	32	ecommerce	ecommerce	NOUN
fbem-22229	58	33	enterprises	enterprise	NOUN
fbem-22229	58	34	take	take	VERB
fbem-22229	58	35	the	the	DET
fbem-22229	58	36	following	follow	VERB
fbem-22229	58	37	measures	measure	NOUN
fbem-22229	58	38	:	:	PUNCT
fbem-22229	58	39	first	first	ADV
fbem-22229	58	40	,	,	PUNCT
fbem-22229	58	41	improve	improve	VERB
fbem-22229	58	42	the	the	DET
fbem-22229	58	43	salary	salary	NOUN
fbem-22229	58	44	and	and	CCONJ
fbem-22229	58	45	welfare	welfare	NOUN
fbem-22229	58	46	level	level	NOUN
fbem-22229	58	47	of	of	ADP
fbem-22229	58	48	delivery	delivery	NOUN
fbem-22229	58	49	workers	worker	NOUN
fbem-22229	58	50	to	to	PART
fbem-22229	58	51	enhance	enhance	VERB
fbem-22229	58	52	their	their	PRON
fbem-22229	58	53	work	work	NOUN
fbem-22229	58	54	enthusiasm	enthusiasm	NOUN
fbem-22229	58	55	and	and	CCONJ
fbem-22229	58	56	stability	stability	NOUN
fbem-22229	58	57	;	;	PUNCT
fbem-22229	58	58	secondly	secondly	ADV
fbem-22229	58	59	,	,	PUNCT
fbem-22229	58	60	optimize	optimize	VERB
fbem-22229	58	61	the	the	DET
fbem-22229	58	62	distribution	distribution	NOUN
fbem-22229	58	63	route	route	NOUN
fbem-22229	58	64	and	and	CCONJ
fbem-22229	58	65	reduce	reduce	VERB
fbem-22229	58	66	the	the	DET
fbem-22229	58	67	invalid	invalid	ADJ
fbem-22229	58	68	delivery	delivery	NOUN
fbem-22229	58	69	time	time	NOUN
fbem-22229	58	70	,	,	PUNCT
fbem-22229	58	71	and	and	CCONJ
fbem-22229	58	72	reduce	reduce	VERB
fbem-22229	58	73	the	the	DET
fbem-22229	58	74	work	work	NOUN
fbem-22229	58	75	intensity	intensity	NOUN
fbem-22229	58	76	of	of	ADP
fbem-22229	58	77	the	the	DET
fbem-22229	58	78	delivery	delivery	NOUN
fbem-22229	58	79	staff	staff	NOUN
fbem-22229	58	80	;	;	PUNCT
fbem-22229	58	81	finally	finally	ADV
fbem-22229	58	82	,	,	PUNCT
fbem-22229	58	83	strengthen	strengthen	VERB
fbem-22229	58	84	the	the	DET
fbem-22229	58	85	safety	safety	NOUN
fbem-22229	58	86	and	and	CCONJ
fbem-22229	58	87	health	health	NOUN
fbem-22229	58	88	care	care	NOUN
fbem-22229	58	89	of	of	ADP
fbem-22229	58	90	delivery	delivery	NOUN
fbem-22229	58	91	workers	worker	NOUN
fbem-22229	58	92	to	to	PART
fbem-22229	58	93	increase	increase	VERB
fbem-22229	58	94	their	their	PRON
fbem-22229	58	95	job	job	NOUN
fbem-22229	58	96	satisfaction	satisfaction	NOUN
fbem-22229	58	97	and	and	CCONJ
fbem-22229	58	98	loyalty	loyalty	NOUN
fbem-22229	58	99	.	.	PUNCT
fbem-22229	59	1	67	67	NUM
fbem-22229	59	2	4.5	4.5	NUM
fbem-22229	59	3	.	.	PUNCT
fbem-22229	60	1	strengthen	strengthen	VERB
fbem-22229	60	2	technology	technology	NOUN
fbem-22229	60	3	application	application	NOUN
fbem-22229	60	4	and	and	CCONJ
fbem-22229	60	5	innovation	innovation	NOUN
fbem-22229	60	6	in	in	ADP
fbem-22229	60	7	view	view	NOUN
fbem-22229	60	8	of	of	ADP
fbem-22229	60	9	the	the	DET
fbem-22229	60	10	problem	problem	NOUN
fbem-22229	60	11	of	of	ADP
fbem-22229	60	12	low	low	ADJ
fbem-22229	60	13	efficiency	efficiency	NOUN
fbem-22229	60	14	caused	cause	VERB
fbem-22229	60	15	by	by	ADP
fbem-22229	60	16	insufficient	insufficient	ADJ
fbem-22229	60	17	application	application	NOUN
fbem-22229	60	18	of	of	ADP
fbem-22229	60	19	technology	technology	NOUN
fbem-22229	60	20	,	,	PUNCT
fbem-22229	60	21	it	it	PRON
fbem-22229	60	22	is	be	AUX
fbem-22229	60	23	recommended	recommend	VERB
fbem-22229	60	24	that	that	SCONJ
fbem-22229	60	25	e	e	NOUN
fbem-22229	60	26	-	-	NOUN
fbem-22229	60	27	commerce	commerce	NOUN
fbem-22229	60	28	enterprises	enterprise	NOUN
fbem-22229	60	29	strengthen	strengthen	VERB
fbem-22229	60	30	technology	technology	NOUN
fbem-22229	60	31	application	application	NOUN
fbem-22229	60	32	and	and	CCONJ
fbem-22229	60	33	innovation	innovation	NOUN
fbem-22229	60	34	.	.	PUNCT
fbem-22229	61	1	this	this	PRON
fbem-22229	61	2	includes	include	VERB
fbem-22229	61	3	the	the	DET
fbem-22229	61	4	introduction	introduction	NOUN
fbem-22229	61	5	of	of	ADP
fbem-22229	61	6	advanced	advanced	ADJ
fbem-22229	61	7	technologies	technology	NOUN
fbem-22229	61	8	such	such	ADJ
fbem-22229	61	9	as	as	ADP
fbem-22229	61	10	the	the	DET
fbem-22229	61	11	internet	internet	NOUN
fbem-22229	61	12	of	of	ADP
fbem-22229	61	13	things	thing	NOUN
fbem-22229	61	14	,	,	PUNCT
fbem-22229	61	15	big	big	ADJ
fbem-22229	61	16	data	datum	NOUN
fbem-22229	61	17	,	,	PUNCT
fbem-22229	61	18	and	and	CCONJ
fbem-22229	61	19	artificial	artificial	ADJ
fbem-22229	61	20	intelligence	intelligence	NOUN
fbem-22229	61	21	to	to	PART
fbem-22229	61	22	realize	realize	VERB
fbem-22229	61	23	real	real	ADJ
fbem-22229	61	24	-	-	PUNCT
fbem-22229	61	25	time	time	NOUN
fbem-22229	61	26	sharing	sharing	NOUN
fbem-22229	61	27	and	and	CCONJ
fbem-22229	61	28	intelligent	intelligent	ADJ
fbem-22229	61	29	scheduling	scheduling	NOUN
fbem-22229	61	30	of	of	ADP
fbem-22229	61	31	distribution	distribution	NOUN
fbem-22229	61	32	information	information	NOUN
fbem-22229	61	33	;	;	PUNCT
fbem-22229	61	34	at	at	ADP
fbem-22229	61	35	the	the	DET
fbem-22229	61	36	same	same	ADJ
fbem-22229	61	37	time	time	NOUN
fbem-22229	61	38	,	,	PUNCT
fbem-22229	61	39	the	the	DET
fbem-22229	61	40	development	development	NOUN
fbem-22229	61	41	and	and	CCONJ
fbem-22229	61	42	application	application	NOUN
fbem-22229	61	43	of	of	ADP
fbem-22229	61	44	automated	automate	VERB
fbem-22229	61	45	and	and	CCONJ
fbem-22229	61	46	intelligent	intelligent	ADJ
fbem-22229	61	47	distribution	distribution	NOUN
fbem-22229	61	48	equipment	equipment	NOUN
fbem-22229	61	49	and	and	CCONJ
fbem-22229	61	50	technology	technology	NOUN
fbem-22229	61	51	,	,	PUNCT
fbem-22229	61	52	such	such	ADJ
fbem-22229	61	53	as	as	ADP
fbem-22229	61	54	unmanned	unmanned	ADJ
fbem-22229	61	55	delivery	delivery	NOUN
fbem-22229	61	56	vehicles	vehicle	NOUN
fbem-22229	61	57	,	,	PUNCT
fbem-22229	61	58	intelligent	intelligent	ADJ
fbem-22229	61	59	express	express	ADJ
fbem-22229	61	60	cabinets	cabinet	NOUN
fbem-22229	61	61	,	,	PUNCT
fbem-22229	61	62	etc	etc	X
fbem-22229	61	63	.	.	X
fbem-22229	61	64	,	,	PUNCT
fbem-22229	61	65	to	to	PART
fbem-22229	61	66	improve	improve	VERB
fbem-22229	61	67	distribution	distribution	NOUN
fbem-22229	61	68	efficiency	efficiency	NOUN
fbem-22229	61	69	and	and	CCONJ
fbem-22229	61	70	accuracy	accuracy	NOUN
fbem-22229	61	71	.	.	PUNCT
fbem-22229	62	1	in	in	ADP
fbem-22229	62	2	addition	addition	NOUN
fbem-22229	62	3	,	,	PUNCT
fbem-22229	62	4	blockchain	blockchain	PROPN
fbem-22229	62	5	technology	technology	PROPN
fbem-22229	62	6	can	can	AUX
fbem-22229	62	7	also	also	ADV
fbem-22229	62	8	be	be	AUX
fbem-22229	62	9	used	use	VERB
fbem-22229	62	10	to	to	PART
fbem-22229	62	11	achieve	achieve	VERB
fbem-22229	62	12	transparency	transparency	NOUN
fbem-22229	62	13	and	and	CCONJ
fbem-22229	62	14	traceability	traceability	NOUN
fbem-22229	62	15	of	of	ADP
fbem-22229	62	16	supply	supply	NOUN
fbem-22229	62	17	chain	chain	NOUN
fbem-22229	62	18	information	information	NOUN
fbem-22229	62	19	,	,	PUNCT
fbem-22229	62	20	and	and	CCONJ
fbem-22229	62	21	improve	improve	VERB
fbem-22229	62	22	the	the	DET
fbem-22229	62	23	coordination	coordination	NOUN
fbem-22229	62	24	and	and	CCONJ
fbem-22229	62	25	security	security	NOUN
fbem-22229	62	26	of	of	ADP
fbem-22229	62	27	the	the	DET
fbem-22229	62	28	supply	supply	NOUN
fbem-22229	62	29	chain	chain	NOUN
fbem-22229	62	30	.	.	PUNCT
fbem-22229	63	1	through	through	ADP
fbem-22229	63	2	the	the	DET
fbem-22229	63	3	research	research	NOUN
fbem-22229	63	4	on	on	ADP
fbem-22229	63	5	the	the	DET
fbem-22229	63	6	optimization	optimization	NOUN
fbem-22229	63	7	strategy	strategy	NOUN
fbem-22229	63	8	of	of	ADP
fbem-22229	63	9	lastmile	lastmile	ADJ
fbem-22229	63	10	delivery	delivery	NOUN
fbem-22229	63	11	under	under	ADP
fbem-22229	63	12	the	the	DET
fbem-22229	63	13	e	e	NOUN
fbem-22229	63	14	-	-	PROPN
fbem-22229	63	15	commerce	commerce	NOUN
fbem-22229	63	16	logistics	logistic	NOUN
fbem-22229	63	17	model	model	NOUN
fbem-22229	63	18	,	,	PUNCT
fbem-22229	63	19	this	this	DET
fbem-22229	63	20	chapter	chapter	NOUN
fbem-22229	63	21	proposes	propose	VERB
fbem-22229	63	22	specific	specific	ADJ
fbem-22229	63	23	strategies	strategy	NOUN
fbem-22229	63	24	for	for	ADP
fbem-22229	63	25	the	the	DET
fbem-22229	63	26	current	current	ADJ
fbem-22229	63	27	problems	problem	NOUN
fbem-22229	63	28	.	.	PUNCT
fbem-22229	64	1	the	the	DET
fbem-22229	64	2	implementation	implementation	NOUN
fbem-22229	64	3	of	of	ADP
fbem-22229	64	4	these	these	DET
fbem-22229	64	5	strategies	strategy	NOUN
fbem-22229	64	6	will	will	AUX
fbem-22229	64	7	help	help	VERB
fbem-22229	64	8	e	e	NOUN
fbem-22229	64	9	-	-	NOUN
fbem-22229	64	10	commerce	commerce	NOUN
fbem-22229	64	11	companies	company	NOUN
fbem-22229	64	12	improve	improve	VERB
fbem-22229	64	13	the	the	DET
fbem-22229	64	14	efficiency	efficiency	NOUN
fbem-22229	64	15	and	and	CCONJ
fbem-22229	64	16	service	service	NOUN
fbem-22229	64	17	quality	quality	NOUN
fbem-22229	64	18	of	of	ADP
fbem-22229	64	19	lastmile	lastmile	ADJ
fbem-22229	64	20	delivery	delivery	NOUN
fbem-22229	64	21	,	,	PUNCT
fbem-22229	64	22	improve	improve	VERB
fbem-22229	64	23	the	the	DET
fbem-22229	64	24	shopping	shopping	NOUN
fbem-22229	64	25	experience	experience	NOUN
fbem-22229	64	26	of	of	ADP
fbem-22229	64	27	consumers	consumer	NOUN
fbem-22229	64	28	and	and	CCONJ
fbem-22229	64	29	the	the	DET
fbem-22229	64	30	market	market	NOUN
fbem-22229	64	31	competitiveness	competitiveness	NOUN
fbem-22229	64	32	of	of	ADP
fbem-22229	64	33	enterprises	enterprise	NOUN
fbem-22229	64	34	.	.	PUNCT
fbem-22229	65	1	at	at	ADP
fbem-22229	65	2	the	the	DET
fbem-22229	65	3	same	same	ADJ
fbem-22229	65	4	time	time	NOUN
fbem-22229	65	5	,	,	PUNCT
fbem-22229	65	6	these	these	DET
fbem-22229	65	7	strategies	strategy	NOUN
fbem-22229	65	8	will	will	AUX
fbem-22229	65	9	also	also	ADV
fbem-22229	65	10	provide	provide	VERB
fbem-22229	65	11	strong	strong	ADJ
fbem-22229	65	12	support	support	NOUN
fbem-22229	65	13	for	for	ADP
fbem-22229	65	14	the	the	DET
fbem-22229	65	15	sustainable	sustainable	ADJ
fbem-22229	65	16	development	development	NOUN
fbem-22229	65	17	and	and	CCONJ
fbem-22229	65	18	transformation	transformation	NOUN
fbem-22229	65	19	and	and	CCONJ
fbem-22229	65	20	upgrading	upgrading	NOUN
fbem-22229	65	21	of	of	ADP
fbem-22229	65	22	the	the	DET
fbem-22229	65	23	e	e	PROPN
fbem-22229	65	24	-	-	PROPN
fbem-22229	65	25	commerce	commerce	NOUN
fbem-22229	65	26	logistics	logistic	NOUN
fbem-22229	65	27	industry	industry	NOUN
fbem-22229	65	28	.	.	PUNCT
fbem-22229	66	1	5	5	X
fbem-22229	66	2	.	.	X
fbem-22229	66	3	conclusion	conclusion	NOUN
fbem-22229	66	4	in	in	ADP
fbem-22229	66	5	this	this	DET
fbem-22229	66	6	article	article	NOUN
fbem-22229	66	7	,	,	PUNCT
fbem-22229	66	8	we	we	PRON
fbem-22229	66	9	take	take	VERB
fbem-22229	66	10	a	a	DET
fbem-22229	66	11	deep	deep	ADJ
fbem-22229	66	12	dive	dive	NOUN
fbem-22229	66	13	into	into	ADP
fbem-22229	66	14	optimization	optimization	NOUN
fbem-22229	66	15	strategies	strategy	NOUN
fbem-22229	66	16	for	for	ADP
fbem-22229	66	17	last	last	ADJ
fbem-22229	66	18	-	-	PUNCT
fbem-22229	66	19	mile	mile	NOUN
fbem-22229	66	20	delivery	delivery	NOUN
fbem-22229	66	21	in	in	ADP
fbem-22229	66	22	the	the	DET
fbem-22229	66	23	e	e	PROPN
fbem-22229	66	24	-	-	PROPN
fbem-22229	66	25	commerce	commerce	NOUN
fbem-22229	66	26	logistics	logistic	NOUN
fbem-22229	66	27	model	model	NOUN
fbem-22229	66	28	.	.	PUNCT
fbem-22229	67	1	through	through	ADP
fbem-22229	67	2	a	a	DET
fbem-22229	67	3	comprehensive	comprehensive	ADJ
fbem-22229	67	4	analysis	analysis	NOUN
fbem-22229	67	5	of	of	ADP
fbem-22229	67	6	the	the	DET
fbem-22229	67	7	current	current	ADJ
fbem-22229	67	8	challenges	challenge	NOUN
fbem-22229	67	9	faced	face	VERB
fbem-22229	67	10	by	by	ADP
fbem-22229	67	11	e	e	PROPN
fbem-22229	67	12	-	-	NOUN
fbem-22229	67	13	commerce	commerce	NOUN
fbem-22229	67	14	logistics	logistic	NOUN
fbem-22229	67	15	last	last	ADJ
fbem-22229	67	16	-	-	PUNCT
fbem-22229	67	17	mile	mile	NOUN
fbem-22229	67	18	distribution	distribution	NOUN
fbem-22229	67	19	,	,	PUNCT
fbem-22229	67	20	such	such	ADJ
fbem-22229	67	21	as	as	ADP
fbem-22229	67	22	diverse	diverse	ADJ
fbem-22229	67	23	but	but	CCONJ
fbem-22229	67	24	uneven	uneven	ADJ
fbem-22229	67	25	distribution	distribution	NOUN
fbem-22229	67	26	modes	mode	NOUN
fbem-22229	67	27	,	,	PUNCT
fbem-22229	67	28	high	high	ADJ
fbem-22229	67	29	and	and	CCONJ
fbem-22229	67	30	fluctuating	fluctuate	VERB
fbem-22229	67	31	distribution	distribution	NOUN
fbem-22229	67	32	costs	cost	NOUN
fbem-22229	67	33	,	,	PUNCT
fbem-22229	67	34	uneven	uneven	ADJ
fbem-22229	67	35	quality	quality	NOUN
fbem-22229	67	36	of	of	ADP
fbem-22229	67	37	distribution	distribution	NOUN
fbem-22229	67	38	services	service	NOUN
fbem-22229	67	39	,	,	PUNCT
fbem-22229	67	40	high	high	ADJ
fbem-22229	67	41	work	work	NOUN
fbem-22229	67	42	intensity	intensity	NOUN
fbem-22229	67	43	and	and	CCONJ
fbem-22229	67	44	low	low	ADJ
fbem-22229	67	45	remuneration	remuneration	NOUN
fbem-22229	67	46	of	of	ADP
fbem-22229	67	47	delivery	delivery	NOUN
fbem-22229	67	48	staff	staff	NOUN
fbem-22229	67	49	,	,	PUNCT
fbem-22229	67	50	and	and	CCONJ
fbem-22229	67	51	low	low	ADJ
fbem-22229	67	52	efficiency	efficiency	NOUN
fbem-22229	67	53	due	due	ADP
fbem-22229	67	54	to	to	ADP
fbem-22229	67	55	insufficient	insufficient	ADJ
fbem-22229	67	56	application	application	NOUN
fbem-22229	67	57	of	of	ADP
fbem-22229	67	58	technology	technology	NOUN
fbem-22229	67	59	,	,	PUNCT
fbem-22229	67	60	we	we	PRON
fbem-22229	67	61	propose	propose	VERB
fbem-22229	67	62	a	a	DET
fbem-22229	67	63	series	series	NOUN
fbem-22229	67	64	of	of	ADP
fbem-22229	67	65	targeted	target	VERB
fbem-22229	67	66	optimization	optimization	NOUN
fbem-22229	67	67	strategies	strategy	NOUN
fbem-22229	67	68	.	.	PUNCT
fbem-22229	68	1	to	to	PART
fbem-22229	68	2	sum	sum	VERB
fbem-22229	68	3	up	up	ADP
fbem-22229	68	4	,	,	PUNCT
fbem-22229	68	5	the	the	DET
fbem-22229	68	6	optimization	optimization	NOUN
fbem-22229	68	7	of	of	ADP
fbem-22229	68	8	last	last	ADJ
fbem-22229	68	9	-	-	PUNCT
fbem-22229	68	10	mile	mile	NOUN
fbem-22229	68	11	delivery	delivery	NOUN
fbem-22229	68	12	under	under	ADP
fbem-22229	68	13	the	the	DET
fbem-22229	68	14	e	e	NOUN
fbem-22229	68	15	-	-	NOUN
fbem-22229	68	16	commerce	commerce	NOUN
fbem-22229	68	17	logistics	logistic	NOUN
fbem-22229	68	18	model	model	NOUN
fbem-22229	68	19	is	be	AUX
fbem-22229	68	20	a	a	DET
fbem-22229	68	21	complex	complex	ADJ
fbem-22229	68	22	and	and	CCONJ
fbem-22229	68	23	important	important	ADJ
fbem-22229	68	24	topic	topic	NOUN
fbem-22229	68	25	.	.	PUNCT
fbem-22229	69	1	through	through	ADP
fbem-22229	69	2	the	the	DET
fbem-22229	69	3	comprehensive	comprehensive	ADJ
fbem-22229	69	4	application	application	NOUN
fbem-22229	69	5	of	of	ADP
fbem-22229	69	6	unified	unified	ADJ
fbem-22229	69	7	and	and	CCONJ
fbem-22229	69	8	standardized	standardized	ADJ
fbem-22229	69	9	distribution	distribution	NOUN
fbem-22229	69	10	models	model	NOUN
fbem-22229	69	11	,	,	PUNCT
fbem-22229	69	12	cost	cost	NOUN
fbem-22229	69	13	optimization	optimization	NOUN
fbem-22229	69	14	and	and	CCONJ
fbem-22229	69	15	dynamic	dynamic	ADJ
fbem-22229	69	16	pricing	pricing	NOUN
fbem-22229	69	17	strategies	strategy	NOUN
fbem-22229	69	18	,	,	PUNCT
fbem-22229	69	19	improving	improve	VERB
fbem-22229	69	20	the	the	DET
fbem-22229	69	21	quality	quality	NOUN
fbem-22229	69	22	of	of	ADP
fbem-22229	69	23	distribution	distribution	NOUN
fbem-22229	69	24	services	service	NOUN
fbem-22229	69	25	,	,	PUNCT
fbem-22229	69	26	improving	improve	VERB
fbem-22229	69	27	the	the	DET
fbem-22229	69	28	treatment	treatment	NOUN
fbem-22229	69	29	and	and	CCONJ
fbem-22229	69	30	working	working	NOUN
fbem-22229	69	31	conditions	condition	NOUN
fbem-22229	69	32	of	of	ADP
fbem-22229	69	33	delivery	delivery	NOUN
fbem-22229	69	34	personnel	personnel	NOUN
fbem-22229	69	35	,	,	PUNCT
fbem-22229	69	36	and	and	CCONJ
fbem-22229	69	37	strengthening	strengthen	VERB
fbem-22229	69	38	technology	technology	NOUN
fbem-22229	69	39	application	application	NOUN
fbem-22229	69	40	and	and	CCONJ
fbem-22229	69	41	innovation	innovation	NOUN
fbem-22229	69	42	,	,	PUNCT
fbem-22229	69	43	we	we	PRON
fbem-22229	69	44	can	can	AUX
fbem-22229	69	45	effectively	effectively	ADV
fbem-22229	69	46	solve	solve	VERB
fbem-22229	69	47	the	the	DET
fbem-22229	69	48	current	current	ADJ
fbem-22229	69	49	problems	problem	NOUN
fbem-22229	69	50	faced	face	VERB
fbem-22229	69	51	by	by	ADP
fbem-22229	69	52	e	e	PROPN
fbem-22229	69	53	-	-	PROPN
fbem-22229	69	54	commerce	commerce	NOUN
fbem-22229	69	55	logistics	logistic	NOUN
fbem-22229	69	56	last	last	ADJ
fbem-22229	69	57	-	-	PUNCT
fbem-22229	69	58	mile	mile	NOUN
fbem-22229	69	59	distribution	distribution	NOUN
fbem-22229	69	60	,	,	PUNCT
fbem-22229	69	61	improve	improve	VERB
fbem-22229	69	62	distribution	distribution	NOUN
fbem-22229	69	63	efficiency	efficiency	NOUN
fbem-22229	69	64	and	and	CCONJ
fbem-22229	69	65	service	service	NOUN
fbem-22229	69	66	quality	quality	NOUN
fbem-22229	69	67	,	,	PUNCT
fbem-22229	69	68	and	and	CCONJ
fbem-22229	69	69	then	then	ADV
fbem-22229	69	70	enhance	enhance	VERB
fbem-22229	69	71	the	the	DET
fbem-22229	69	72	market	market	NOUN
fbem-22229	69	73	competitiveness	competitiveness	NOUN
fbem-22229	69	74	of	of	ADP
fbem-22229	69	75	e	e	NOUN
fbem-22229	69	76	-	-	NOUN
fbem-22229	69	77	commerce	commerce	NOUN
fbem-22229	69	78	enterprises	enterprise	NOUN
fbem-22229	69	79	.	.	PUNCT
fbem-22229	70	1	looking	look	VERB
fbem-22229	70	2	forward	forward	ADV
fbem-22229	70	3	to	to	ADP
fbem-22229	70	4	the	the	DET
fbem-22229	70	5	future	future	NOUN
fbem-22229	70	6	,	,	PUNCT
fbem-22229	70	7	with	with	ADP
fbem-22229	70	8	the	the	DET
fbem-22229	70	9	continuous	continuous	ADJ
fbem-22229	70	10	progress	progress	NOUN
fbem-22229	70	11	of	of	ADP
fbem-22229	70	12	science	science	NOUN
fbem-22229	70	13	and	and	CCONJ
fbem-22229	70	14	technology	technology	NOUN
fbem-22229	70	15	and	and	CCONJ
fbem-22229	70	16	the	the	DET
fbem-22229	70	17	continuous	continuous	ADJ
fbem-22229	70	18	development	development	NOUN
fbem-22229	70	19	of	of	ADP
fbem-22229	70	20	the	the	DET
fbem-22229	70	21	e	e	PROPN
fbem-22229	70	22	-	-	NOUN
fbem-22229	70	23	commerce	commerce	NOUN
fbem-22229	70	24	market	market	NOUN
fbem-22229	70	25	,	,	PUNCT
fbem-22229	70	26	lastmile	lastmile	VERB
fbem-22229	70	27	delivery	delivery	NOUN
fbem-22229	70	28	optimization	optimization	NOUN
fbem-22229	70	29	will	will	AUX
fbem-22229	70	30	continue	continue	VERB
fbem-22229	70	31	to	to	PART
fbem-22229	70	32	become	become	VERB
fbem-22229	70	33	a	a	DET
fbem-22229	70	34	research	research	NOUN
fbem-22229	70	35	hotspot	hotspot	NOUN
fbem-22229	70	36	and	and	CCONJ
fbem-22229	70	37	practical	practical	ADJ
fbem-22229	70	38	focus	focus	NOUN
fbem-22229	70	39	in	in	ADP
fbem-22229	70	40	the	the	DET
fbem-22229	70	41	field	field	NOUN
fbem-22229	70	42	of	of	ADP
fbem-22229	70	43	e	e	PROPN
fbem-22229	70	44	-	-	NOUN
fbem-22229	70	45	commerce	commerce	NOUN
fbem-22229	70	46	logistics	logistic	NOUN
fbem-22229	70	47	.	.	PUNCT
fbem-22229	71	1	references	reference	NOUN
fbem-22229	71	2	[	[	X
fbem-22229	71	3	1	1	NUM
fbem-22229	71	4	]	]	PUNCT
fbem-22229	71	5	wei	wei	PROPN
fbem-22229	71	6	l.	l.	PROPN
fbem-22229	71	7	route	route	PROPN
fbem-22229	71	8	optimization	optimization	NOUN
fbem-22229	71	9	for	for	ADP
fbem-22229	71	10	last	last	ADJ
fbem-22229	71	11	-	-	PUNCT
fbem-22229	71	12	mile	mile	NOUN
fbem-22229	71	13	distribution	distribution	NOUN
fbem-22229	71	14	of	of	ADP
fbem-22229	71	15	rural	rural	ADJ
fbem-22229	71	16	e	e	PROPN
fbem-22229	71	17	-	-	NOUN
fbem-22229	71	18	commerce	commerce	NOUN
fbem-22229	71	19	logistics	logistic	NOUN
fbem-22229	71	20	based	base	VERB
fbem-22229	71	21	on	on	ADP
fbem-22229	71	22	ant	ant	ADJ
fbem-22229	71	23	colony	colony	NOUN
fbem-22229	71	24	optimization	optimization	NOUN
fbem-22229	72	1	[	[	X
fbem-22229	72	2	j	j	X
fbem-22229	72	3	]	]	X
fbem-22229	72	4	.	.	PUNCT
fbem-22229	73	1	ieee	ieee	NOUN
fbem-22229	73	2	access	access	NOUN
fbem-22229	73	3	,	,	PUNCT
fbem-22229	73	4	2020	2020	NUM
fbem-22229	73	5	,	,	PUNCT
fbem-22229	73	6	812179	812179	NUM
fbem-22229	73	7	-	-	SYM
fbem-22229	73	8	12187	12187	NUM
fbem-22229	73	9	.	.	PUNCT
fbem-22229	74	1	[	[	X
fbem-22229	74	2	2	2	X
fbem-22229	74	3	]	]	X
fbem-22229	74	4	huang	huang	PROPN
fbem-22229	74	5	h.	h.	PROPN
fbem-22229	74	6	cross	cross	PROPN
fbem-22229	74	7	-	-	ADJ
fbem-22229	74	8	border	border	ADJ
fbem-22229	74	9	e	e	PROPN
fbem-22229	74	10	-	-	NOUN
fbem-22229	74	11	commerce	commerce	NOUN
fbem-22229	74	12	logistics	logistic	NOUN
fbem-22229	74	13	distribution	distribution	NOUN
fbem-22229	74	14	optimisation	optimisation	NOUN
fbem-22229	74	15	based	base	VERB
fbem-22229	74	16	on	on	ADP
fbem-22229	74	17	iot	iot	PROPN
fbem-22229	74	18	artificial	artificial	ADJ
fbem-22229	74	19	intelligence	intelligence	NOUN
fbem-22229	74	20	algorithm	algorithm	NOUN
fbem-22229	75	1	[	[	X
fbem-22229	75	2	j	j	X
fbem-22229	75	3	]	]	X
fbem-22229	75	4	.	.	PUNCT
fbem-22229	76	1	international	international	ADJ
fbem-22229	76	2	journal	journal	PROPN
fbem-22229	76	3	of	of	ADP
fbem-22229	76	4	data	data	PROPN
fbem-22229	76	5	mining	mining	NOUN
fbem-22229	76	6	and	and	CCONJ
fbem-22229	76	7	bioinformatics	bioinformatics	NOUN
fbem-22229	76	8	,	,	PUNCT
fbem-22229	76	9	2024	2024	NUM
fbem-22229	76	10	,	,	PUNCT
fbem-22229	76	11	28(2):109	28(2):109	NUM
fbem-22229	76	12	-	-	SYM
fbem-22229	76	13	126	126	NUM
fbem-22229	76	14	.	.	PUNCT
fbem-22229	77	1	[	[	X
fbem-22229	77	2	3	3	X
fbem-22229	77	3	]	]	X
fbem-22229	77	4	xiaosheng	xiaosheng	PROPN
fbem-22229	77	5	y	y	PROPN
fbem-22229	77	6	,	,	PUNCT
fbem-22229	77	7	peili	peili	NOUN
fbem-22229	77	8	w.	w.	PROPN
fbem-22229	77	9	image	image	PROPN
fbem-22229	77	10	enhancement	enhancement	NOUN
fbem-22229	77	11	of	of	ADP
fbem-22229	77	12	cross	cross	ADJ
fbem-22229	77	13	-	-	ADJ
fbem-22229	77	14	border	border	ADJ
fbem-22229	77	15	ecommerce	ecommerce	NOUN
fbem-22229	77	16	logistics	logistic	NOUN
fbem-22229	77	17	video	video	NOUN
fbem-22229	77	18	surveillance	surveillance	NOUN
fbem-22229	77	19	based	base	VERB
fbem-22229	77	20	on	on	ADP
fbem-22229	77	21	partial	partial	ADJ
fbem-22229	77	22	differential	differential	ADJ
fbem-22229	77	23	equations	equation	NOUN
fbem-22229	78	1	[	[	X
fbem-22229	78	2	j	j	X
fbem-22229	78	3	]	]	X
fbem-22229	78	4	.	.	PUNCT
fbem-22229	79	1	advances	advance	NOUN
fbem-22229	79	2	in	in	ADP
fbem-22229	79	3	mathematical	mathematical	ADJ
fbem-22229	79	4	physics	physics	NOUN
fbem-22229	79	5	,	,	PUNCT
fbem-22229	79	6	2021	2021	NUM
fbem-22229	79	7	,	,	PUNCT
fbem-22229	79	8	2021	2021	NUM
fbem-22229	79	9	.	.	PUNCT
fbem-22229	80	1	[	[	X
fbem-22229	80	2	4	4	X
fbem-22229	80	3	]	]	X
fbem-22229	80	4	rao	rao	PROPN
fbem-22229	80	5	j.	j.	PROPN
fbem-22229	80	6	operation	operation	PROPN
fbem-22229	80	7	mode	mode	PROPN
fbem-22229	80	8	of	of	ADP
fbem-22229	80	9	electric	electric	PROPN
fbem-22229	80	10	business	business	NOUN
fbem-22229	80	11	logistics	logistic	NOUN
fbem-22229	80	12	based	base	VERB
fbem-22229	80	13	on	on	ADP
fbem-22229	80	14	the	the	DET
fbem-22229	80	15	application	application	NOUN
fbem-22229	80	16	of	of	ADP
fbem-22229	80	17	two	two	NUM
fbem-22229	80	18	-	-	PUNCT
fbem-22229	80	19	dimensional	dimensional	ADJ
fbem-22229	80	20	code	code	NOUN
fbem-22229	80	21	technology	technology	NOUN
fbem-22229	81	1	[	[	X
fbem-22229	81	2	j	j	X
fbem-22229	81	3	]	]	X
fbem-22229	81	4	.	.	PUNCT
fbem-22229	82	1	international	international	ADJ
fbem-22229	82	2	journal	journal	PROPN
fbem-22229	82	3	of	of	ADP
fbem-22229	82	4	metrology	metrology	NOUN
fbem-22229	82	5	and	and	CCONJ
fbem-22229	82	6	quality	quality	NOUN
fbem-22229	82	7	engineering	engineering	NOUN
fbem-22229	82	8	,	,	PUNCT
fbem-22229	82	9	2020	2020	NUM
fbem-22229	82	10	,	,	PUNCT
fbem-22229	82	11	113	113	NUM
fbem-22229	82	12	.	.	PUNCT
fbem-22229	83	1	[	[	X
fbem-22229	83	2	5	5	X
fbem-22229	83	3	]	]	X
fbem-22229	83	4	rao	rao	PROPN
fbem-22229	83	5	j.	j.	PROPN
fbem-22229	83	6	operation	operation	PROPN
fbem-22229	83	7	mode	mode	PROPN
fbem-22229	83	8	of	of	ADP
fbem-22229	83	9	electric	electric	PROPN
fbem-22229	83	10	business	business	NOUN
fbem-22229	83	11	logistics	logistic	NOUN
fbem-22229	83	12	based	base	VERB
fbem-22229	83	13	on	on	ADP
fbem-22229	83	14	the	the	DET
fbem-22229	83	15	application	application	NOUN
fbem-22229	83	16	of	of	ADP
fbem-22229	83	17	two	two	NUM
fbem-22229	83	18	-	-	PUNCT
fbem-22229	83	19	dimensional	dimensional	ADJ
fbem-22229	83	20	code	code	NOUN
fbem-22229	83	21	technology	technology	NOUN
fbem-22229	84	1	[	[	X
fbem-22229	84	2	j	j	X
fbem-22229	84	3	]	]	X
fbem-22229	84	4	.	.	PUNCT
fbem-22229	85	1	international	international	ADJ
fbem-22229	85	2	journal	journal	PROPN
fbem-22229	85	3	of	of	ADP
fbem-22229	85	4	metrology	metrology	NOUN
fbem-22229	85	5	and	and	CCONJ
fbem-22229	85	6	quality	quality	NOUN
fbem-22229	85	7	engineering	engineering	NOUN
fbem-22229	85	8	,	,	PUNCT
fbem-22229	85	9	2020	2020	NUM
fbem-22229	85	10	,	,	PUNCT
fbem-22229	85	11	113	113	NUM
fbem-22229	85	12	.	.	PUNCT
fbem-22229	86	1	[	[	X
fbem-22229	86	2	6	6	NUM
fbem-22229	86	3	]	]	PUNCT
fbem-22229	86	4	fahong	fahong	PROPN
fbem-22229	86	5	y	y	PROPN
fbem-22229	86	6	,	,	PUNCT
fbem-22229	86	7	meijia	meijia	PROPN
fbem-22229	86	8	c	c	PROPN
fbem-22229	86	9	,	,	PUNCT
fbem-22229	86	10	xiaoyun	xiaoyun	PROPN
fbem-22229	86	11	x	x	SYM
fbem-22229	86	12	,	,	PUNCT
fbem-22229	86	13	et	et	PROPN
fbem-22229	86	14	al	al	PROPN
fbem-22229	86	15	.	.	PUNCT
fbem-22229	86	16	logistics	logistic	NOUN
fbem-22229	86	17	distribution	distribution	NOUN
fbem-22229	86	18	route	route	NOUN
fbem-22229	86	19	optimization	optimization	NOUN
fbem-22229	86	20	with	with	ADP
fbem-22229	86	21	time	time	NOUN
fbem-22229	86	22	windows	window	NOUN
fbem-22229	86	23	based	base	VERB
fbem-22229	86	24	on	on	ADP
fbem-22229	86	25	multiagent	multiagent	NOUN
fbem-22229	86	26	deep	deep	ADJ
fbem-22229	86	27	reinforcement	reinforcement	NOUN
fbem-22229	86	28	learning	learning	NOUN
fbem-22229	87	1	[	[	X
fbem-22229	87	2	j	j	X
fbem-22229	87	3	]	]	X
fbem-22229	87	4	.	.	PUNCT
fbem-22229	88	1	international	international	ADJ
fbem-22229	88	2	journal	journal	PROPN
fbem-22229	88	3	of	of	ADP
fbem-22229	88	4	information	information	NOUN
fbem-22229	88	5	technologies	technology	NOUN
fbem-22229	88	6	and	and	CCONJ
fbem-22229	88	7	systems	system	NOUN
fbem-22229	88	8	approach	approach	NOUN
fbem-22229	88	9	(	(	PUNCT
fbem-22229	88	10	ijitsa	ijitsa	NOUN
fbem-22229	88	11	)	)	PUNCT
fbem-22229	88	12	,	,	PUNCT
fbem-22229	88	13	2024	2024	NUM
fbem-22229	88	14	,	,	PUNCT
fbem-22229	88	15	17(1):1	17(1):1	PROPN
fbem-22229	88	16	-	-	SYM
fbem-22229	88	17	23	23	NUM
fbem-22229	88	18	.	.	PUNCT