id	sid	tid	token	lemma	pos
fbem-19606	1	1	frontiers	frontier	NOUN
fbem-19606	1	2	in	in	ADP
fbem-19606	1	3	business	business	NOUN
fbem-19606	1	4	,	,	PUNCT
fbem-19606	1	5	economics	economic	NOUN
fbem-19606	1	6	and	and	CCONJ
fbem-19606	1	7	management	management	NOUN
fbem-19606	1	8	issn	issn	PROPN
fbem-19606	1	9	:	:	PUNCT
fbem-19606	1	10	2766	2766	NUM
fbem-19606	1	11	-	-	PUNCT
fbem-19606	1	12	824x	824x	NUM
fbem-19606	1	13	|	|	ADJ
fbem-19606	1	14	vol	vol	NOUN
fbem-19606	1	15	.	.	PUNCT
fbem-19606	2	1	14	14	NUM
fbem-19606	2	2	,	,	PUNCT
fbem-19606	2	3	no	no	INTJ
fbem-19606	2	4	.	.	NOUN
fbem-19606	2	5	2	2	NUM
fbem-19606	2	6	,	,	PUNCT
fbem-19606	2	7	2024	2024	NUM
fbem-19606	2	8	127	127	NUM
fbem-19606	2	9	has	have	VERB
fbem-19606	2	10	the	the	DET
fbem-19606	2	11	development	development	NOUN
fbem-19606	2	12	of	of	ADP
fbem-19606	2	13	digital	digital	ADJ
fbem-19606	2	14	technology	technology	NOUN
fbem-19606	2	15	promoted	promote	VERB
fbem-19606	2	16	the	the	DET
fbem-19606	2	17	efficiency	efficiency	NOUN
fbem-19606	2	18	of	of	ADP
fbem-19606	2	19	logistics	logistic	NOUN
fbem-19606	2	20	enterprises	enterprise	NOUN
fbem-19606	2	21	?	?	PUNCT
fbem-19606	3	1	wei	wei	PROPN
fbem-19606	3	2	li1	li1	PROPN
fbem-19606	3	3	,	,	PUNCT
fbem-19606	3	4	ting	ting	PROPN
fbem-19606	3	5	zhang2	zhang2	PROPN
fbem-19606	3	6	,	,	PUNCT
fbem-19606	3	7	*	*	SYM
fbem-19606	3	8	1	1	NUM
fbem-19606	3	9	school	school	NOUN
fbem-19606	3	10	of	of	ADP
fbem-19606	3	11	economics	economic	NOUN
fbem-19606	3	12	and	and	CCONJ
fbem-19606	3	13	management	management	NOUN
fbem-19606	3	14	,	,	PUNCT
fbem-19606	3	15	chongqing	chongqing	PROPN
fbem-19606	3	16	university	university	PROPN
fbem-19606	3	17	of	of	ADP
fbem-19606	3	18	posts	post	NOUN
fbem-19606	3	19	and	and	CCONJ
fbem-19606	3	20	telecommunications	telecommunication	NOUN
fbem-19606	3	21	,	,	PUNCT
fbem-19606	3	22	chongqing	chongqing	PROPN
fbem-19606	3	23	,	,	PUNCT
fbem-19606	3	24	400065	400065	NUM
fbem-19606	3	25	,	,	PUNCT
fbem-19606	3	26	china	china	PROPN
fbem-19606	3	27	2	2	NUM
fbem-19606	3	28	school	school	NOUN
fbem-19606	3	29	of	of	ADP
fbem-19606	3	30	modern	modern	ADJ
fbem-19606	3	31	post	post	NOUN
fbem-19606	3	32	,	,	PUNCT
fbem-19606	3	33	chongqing	chongqing	PROPN
fbem-19606	3	34	university	university	PROPN
fbem-19606	3	35	of	of	ADP
fbem-19606	3	36	posts	post	NOUN
fbem-19606	3	37	and	and	CCONJ
fbem-19606	3	38	telecommunications	telecommunication	NOUN
fbem-19606	3	39	,	,	PUNCT
fbem-19606	3	40	chongqing	chongqing	PROPN
fbem-19606	3	41	,	,	PUNCT
fbem-19606	3	42	400065	400065	NUM
fbem-19606	3	43	,	,	PUNCT
fbem-19606	3	44	china	china	PROPN
fbem-19606	3	45	*	*	PUNCT
fbem-19606	3	46	corresponding	correspond	VERB
fbem-19606	3	47	author	author	NOUN
fbem-19606	3	48	:	:	PUNCT
fbem-19606	3	49	ting	ting	PROPN
fbem-19606	3	50	zhang	zhang	PROPN
fbem-19606	3	51	(	(	PUNCT
fbem-19606	3	52	email	email	NOUN
fbem-19606	3	53	:	:	PUNCT
fbem-19606	3	54	zt2826616176@163.com	zt2826616176@163.com	NUM
fbem-19606	3	55	)	)	PUNCT
fbem-19606	3	56	abstract	abstract	NOUN
fbem-19606	3	57	:	:	PUNCT
fbem-19606	3	58	digital	digital	ADJ
fbem-19606	3	59	technology	technology	NOUN
fbem-19606	3	60	is	be	AUX
fbem-19606	3	61	a	a	DET
fbem-19606	3	62	new	new	ADJ
fbem-19606	3	63	driving	drive	VERB
fbem-19606	3	64	force	force	NOUN
fbem-19606	3	65	to	to	PART
fbem-19606	3	66	promote	promote	VERB
fbem-19606	3	67	the	the	DET
fbem-19606	3	68	evolution	evolution	NOUN
fbem-19606	3	69	of	of	ADP
fbem-19606	3	70	industrial	industrial	ADJ
fbem-19606	3	71	chain	chain	NOUN
fbem-19606	3	72	and	and	CCONJ
fbem-19606	3	73	value	value	NOUN
fbem-19606	3	74	chain	chain	NOUN
fbem-19606	3	75	,	,	PUNCT
fbem-19606	3	76	can	can	AUX
fbem-19606	3	77	the	the	DET
fbem-19606	3	78	logistics	logistic	NOUN
fbem-19606	3	79	industry	industry	NOUN
fbem-19606	3	80	realize	realize	VERB
fbem-19606	3	81	quality	quality	NOUN
fbem-19606	3	82	and	and	CCONJ
fbem-19606	3	83	efficiency	efficiency	NOUN
fbem-19606	3	84	through	through	ADP
fbem-19606	3	85	the	the	DET
fbem-19606	3	86	empowerment	empowerment	NOUN
fbem-19606	3	87	of	of	ADP
fbem-19606	3	88	digital	digital	ADJ
fbem-19606	3	89	technology	technology	NOUN
fbem-19606	3	90	?	?	PUNCT
fbem-19606	4	1	this	this	DET
fbem-19606	4	2	article	article	NOUN
fbem-19606	4	3	utilizes	utilize	VERB
fbem-19606	4	4	the	the	DET
fbem-19606	4	5	annual	annual	ADJ
fbem-19606	4	6	report	report	NOUN
fbem-19606	4	7	data	datum	NOUN
fbem-19606	4	8	of	of	ADP
fbem-19606	4	9	logistics	logistic	NOUN
fbem-19606	4	10	enterprises	enterprise	NOUN
fbem-19606	4	11	from	from	ADP
fbem-19606	4	12	2012	2012	NUM
fbem-19606	4	13	to	to	ADP
fbem-19606	4	14	2021	2021	NUM
fbem-19606	4	15	,	,	PUNCT
fbem-19606	4	16	constructs	construct	NOUN
fbem-19606	4	17	and	and	CCONJ
fbem-19606	4	18	measures	measure	NOUN
fbem-19606	4	19	a	a	DET
fbem-19606	4	20	dictionary	dictionary	NOUN
fbem-19606	4	21	of	of	ADP
fbem-19606	4	22	digital	digital	ADJ
fbem-19606	4	23	technology	technology	NOUN
fbem-19606	4	24	development	development	NOUN
fbem-19606	4	25	level	level	NOUN
fbem-19606	4	26	of	of	ADP
fbem-19606	4	27	logistics	logistic	NOUN
fbem-19606	4	28	enterprises	enterprise	NOUN
fbem-19606	4	29	based	base	VERB
fbem-19606	4	30	on	on	ADP
fbem-19606	4	31	python	python	PROPN
fbem-19606	4	32	,	,	PUNCT
fbem-19606	4	33	and	and	CCONJ
fbem-19606	4	34	uses	use	VERB
fbem-19606	4	35	bcc	bcc	PROPN
fbem-19606	4	36	model	model	NOUN
fbem-19606	4	37	and	and	CCONJ
fbem-19606	4	38	malmquist	malmquist	PROPN
fbem-19606	4	39	index	index	NOUN
fbem-19606	4	40	model	model	NOUN
fbem-19606	4	41	to	to	PART
fbem-19606	4	42	analyze	analyze	VERB
fbem-19606	4	43	and	and	CCONJ
fbem-19606	4	44	group	group	NOUN
fbem-19606	4	45	comparison	comparison	NOUN
fbem-19606	4	46	the	the	DET
fbem-19606	4	47	operational	operational	ADJ
fbem-19606	4	48	efficiency	efficiency	NOUN
fbem-19606	4	49	of	of	ADP
fbem-19606	4	50	sample	sample	NOUN
fbem-19606	4	51	enterprises	enterprise	NOUN
fbem-19606	4	52	,	,	PUNCT
fbem-19606	4	53	in	in	ADP
fbem-19606	4	54	order	order	NOUN
fbem-19606	4	55	to	to	PART
fbem-19606	4	56	test	test	VERB
fbem-19606	4	57	the	the	DET
fbem-19606	4	58	impact	impact	NOUN
fbem-19606	4	59	of	of	ADP
fbem-19606	4	60	digital	digital	ADJ
fbem-19606	4	61	technology	technology	NOUN
fbem-19606	4	62	development	development	NOUN
fbem-19606	4	63	level	level	NOUN
fbem-19606	4	64	on	on	ADP
fbem-19606	4	65	the	the	DET
fbem-19606	4	66	operational	operational	ADJ
fbem-19606	4	67	efficiency	efficiency	NOUN
fbem-19606	4	68	of	of	ADP
fbem-19606	4	69	logistics	logistic	NOUN
fbem-19606	4	70	enterprises	enterprise	NOUN
fbem-19606	4	71	..	..	PUNCT
fbem-19606	4	72	the	the	DET
fbem-19606	4	73	results	result	NOUN
fbem-19606	4	74	of	of	ADP
fbem-19606	4	75	the	the	DET
fbem-19606	4	76	study	study	NOUN
fbem-19606	4	77	show	show	VERB
fbem-19606	4	78	that	that	SCONJ
fbem-19606	4	79	(	(	PUNCT
fbem-19606	4	80	1	1	X
fbem-19606	4	81	)	)	PUNCT
fbem-19606	4	82	with	with	ADP
fbem-19606	4	83	the	the	DET
fbem-19606	4	84	improvement	improvement	NOUN
fbem-19606	4	85	of	of	ADP
fbem-19606	4	86	the	the	DET
fbem-19606	4	87	development	development	NOUN
fbem-19606	4	88	level	level	NOUN
fbem-19606	4	89	of	of	ADP
fbem-19606	4	90	digital	digital	ADJ
fbem-19606	4	91	technology	technology	NOUN
fbem-19606	4	92	of	of	ADP
fbem-19606	4	93	logistics	logistic	NOUN
fbem-19606	4	94	enterprises	enterprise	NOUN
fbem-19606	4	95	,	,	PUNCT
fbem-19606	4	96	the	the	DET
fbem-19606	4	97	static	static	ADJ
fbem-19606	4	98	efficiency	efficiency	NOUN
fbem-19606	4	99	represented	represent	VERB
fbem-19606	4	100	by	by	ADP
fbem-19606	4	101	comprehensive	comprehensive	ADJ
fbem-19606	4	102	efficiency	efficiency	NOUN
fbem-19606	4	103	,	,	PUNCT
fbem-19606	4	104	pure	pure	ADJ
fbem-19606	4	105	technical	technical	ADJ
fbem-19606	4	106	efficiency	efficiency	NOUN
fbem-19606	4	107	and	and	CCONJ
fbem-19606	4	108	scale	scale	NOUN
fbem-19606	4	109	efficiency	efficiency	NOUN
fbem-19606	4	110	have	have	AUX
fbem-19606	4	111	all	all	PRON
fbem-19606	4	112	gained	gain	VERB
fbem-19606	4	113	a	a	DET
fbem-19606	4	114	significant	significant	ADJ
fbem-19606	4	115	improvement	improvement	NOUN
fbem-19606	4	116	,	,	PUNCT
fbem-19606	4	117	and	and	CCONJ
fbem-19606	4	118	the	the	DET
fbem-19606	4	119	number	number	NOUN
fbem-19606	4	120	of	of	ADP
fbem-19606	4	121	effective	effective	ADJ
fbem-19606	4	122	companies	company	NOUN
fbem-19606	4	123	in	in	ADP
fbem-19606	4	124	dea	dea	PROPN
fbem-19606	4	125	is	be	AUX
fbem-19606	4	126	positively	positively	ADV
fbem-19606	4	127	proportional	proportional	ADJ
fbem-19606	4	128	to	to	ADP
fbem-19606	4	129	the	the	DET
fbem-19606	4	130	level	level	NOUN
fbem-19606	4	131	of	of	ADP
fbem-19606	4	132	digital	digital	ADJ
fbem-19606	4	133	technology	technology	NOUN
fbem-19606	4	134	;	;	PUNCT
fbem-19606	4	135	(	(	PUNCT
fbem-19606	4	136	2	2	X
fbem-19606	4	137	)	)	PUNCT
fbem-19606	4	138	in	in	ADP
fbem-19606	4	139	terms	term	NOUN
fbem-19606	4	140	of	of	ADP
fbem-19606	4	141	the	the	DET
fbem-19606	4	142	dynamic	dynamic	ADJ
fbem-19606	4	143	efficiency	efficiency	NOUN
fbem-19606	4	144	represented	represent	VERB
fbem-19606	4	145	by	by	ADP
fbem-19606	4	146	technological	technological	ADJ
fbem-19606	4	147	progress	progress	NOUN
fbem-19606	4	148	and	and	CCONJ
fbem-19606	4	149	total	total	ADJ
fbem-19606	4	150	factor	factor	NOUN
fbem-19606	4	151	productivity	productivity	NOUN
fbem-19606	4	152	,	,	PUNCT
fbem-19606	4	153	the	the	DET
fbem-19606	4	154	above	above	ADJ
fbem-19606	4	155	positive	positive	ADJ
fbem-19606	4	156	relationship	relationship	NOUN
fbem-19606	4	157	is	be	AUX
fbem-19606	4	158	also	also	ADV
fbem-19606	4	159	significant	significant	ADJ
fbem-19606	4	160	,	,	PUNCT
fbem-19606	4	161	especially	especially	ADV
fbem-19606	4	162	in	in	ADP
fbem-19606	4	163	2017	2017	NUM
fbem-19606	4	164	after	after	ADP
fbem-19606	4	165	2017	2017	NUM
fbem-19606	4	166	,	,	PUNCT
fbem-19606	4	167	the	the	DET
fbem-19606	4	168	"	"	PUNCT
fbem-19606	4	169	efficiency	efficiency	NOUN
fbem-19606	4	170	"	"	PUNCT
fbem-19606	4	171	effect	effect	NOUN
fbem-19606	4	172	is	be	AUX
fbem-19606	4	173	very	very	ADV
fbem-19606	4	174	obvious	obvious	ADJ
fbem-19606	4	175	,	,	PUNCT
fbem-19606	4	176	indicating	indicate	VERB
fbem-19606	4	177	that	that	SCONJ
fbem-19606	4	178	with	with	ADP
fbem-19606	4	179	the	the	DET
fbem-19606	4	180	increase	increase	NOUN
fbem-19606	4	181	in	in	ADP
fbem-19606	4	182	the	the	DET
fbem-19606	4	183	breadth	breadth	NOUN
fbem-19606	4	184	and	and	CCONJ
fbem-19606	4	185	depth	depth	NOUN
fbem-19606	4	186	of	of	ADP
fbem-19606	4	187	the	the	DET
fbem-19606	4	188	application	application	NOUN
fbem-19606	4	189	of	of	ADP
fbem-19606	4	190	digital	digital	ADJ
fbem-19606	4	191	technology	technology	NOUN
fbem-19606	4	192	in	in	ADP
fbem-19606	4	193	the	the	DET
fbem-19606	4	194	logistics	logistic	NOUN
fbem-19606	4	195	industry	industry	NOUN
fbem-19606	4	196	,	,	PUNCT
fbem-19606	4	197	the	the	DET
fbem-19606	4	198	effect	effect	NOUN
fbem-19606	4	199	of	of	ADP
fbem-19606	4	200	improving	improve	VERB
fbem-19606	4	201	the	the	DET
fbem-19606	4	202	operational	operational	ADJ
fbem-19606	4	203	efficiency	efficiency	NOUN
fbem-19606	4	204	of	of	ADP
fbem-19606	4	205	logistics	logistic	NOUN
fbem-19606	4	206	enterprises	enterprise	NOUN
fbem-19606	4	207	will	will	AUX
fbem-19606	4	208	be	be	AUX
fbem-19606	4	209	further	far	ADV
fbem-19606	4	210	strengthened	strengthen	VERB
fbem-19606	4	211	.	.	PUNCT
fbem-19606	5	1	keywords	keyword	NOUN
fbem-19606	5	2	:	:	PUNCT
fbem-19606	5	3	digital	digital	ADJ
fbem-19606	5	4	technology	technology	NOUN
fbem-19606	5	5	;	;	PUNCT
fbem-19606	5	6	artificial	artificial	ADJ
fbem-19606	5	7	intelligence	intelligence	NOUN
fbem-19606	5	8	;	;	PUNCT
fbem-19606	5	9	logistics	logistic	NOUN
fbem-19606	5	10	enterprises	enterprise	NOUN
fbem-19606	5	11	;	;	PUNCT
fbem-19606	5	12	efficiency	efficiency	NOUN
fbem-19606	5	13	;	;	PUNCT
fbem-19606	5	14	dea	dea	NOUN
fbem-19606	5	15	.	.	PROPN
fbem-19606	5	16	1	1	NUM
fbem-19606	5	17	.	.	X
fbem-19606	5	18	introduction	introduction	NOUN
fbem-19606	5	19	with	with	ADP
fbem-19606	5	20	the	the	DET
fbem-19606	5	21	increasing	increase	VERB
fbem-19606	5	22	progress	progress	NOUN
fbem-19606	5	23	of	of	ADP
fbem-19606	5	24	artificial	artificial	ADJ
fbem-19606	5	25	intelligence	intelligence	NOUN
fbem-19606	5	26	,	,	PUNCT
fbem-19606	5	27	cloud	cloud	NOUN
fbem-19606	5	28	computing	computing	NOUN
fbem-19606	5	29	,	,	PUNCT
fbem-19606	5	30	blockchain	blockchain	PROPN
fbem-19606	5	31	,	,	PUNCT
fbem-19606	5	32	and	and	CCONJ
fbem-19606	5	33	big	big	ADJ
fbem-19606	5	34	data	datum	NOUN
fbem-19606	5	35	technology	technology	NOUN
fbem-19606	5	36	,	,	PUNCT
fbem-19606	5	37	the	the	DET
fbem-19606	5	38	impact	impact	NOUN
fbem-19606	5	39	of	of	ADP
fbem-19606	5	40	digital	digital	ADJ
fbem-19606	5	41	technology	technology	NOUN
fbem-19606	5	42	on	on	ADP
fbem-19606	5	43	industry	industry	NOUN
fbem-19606	5	44	development	development	NOUN
fbem-19606	5	45	has	have	AUX
fbem-19606	5	46	become	become	VERB
fbem-19606	5	47	increasingly	increasingly	ADV
fbem-19606	5	48	profound	profound	ADJ
fbem-19606	5	49	[	[	X
fbem-19606	5	50	1	1	NUM
fbem-19606	5	51	]	]	PUNCT
fbem-19606	5	52	.	.	PUNCT
fbem-19606	6	1	in	in	ADP
fbem-19606	6	2	this	this	DET
fbem-19606	6	3	context	context	NOUN
fbem-19606	6	4	,	,	PUNCT
fbem-19606	6	5	developed	develop	VERB
fbem-19606	6	6	western	western	ADJ
fbem-19606	6	7	countries	country	NOUN
fbem-19606	6	8	have	have	AUX
fbem-19606	6	9	proposed	propose	VERB
fbem-19606	6	10	to	to	PART
fbem-19606	6	11	vigorously	vigorously	ADV
fbem-19606	6	12	promote	promote	VERB
fbem-19606	6	13	the	the	DET
fbem-19606	6	14	digital	digital	ADJ
fbem-19606	6	15	transformation	transformation	NOUN
fbem-19606	6	16	of	of	ADP
fbem-19606	6	17	traditional	traditional	ADJ
fbem-19606	6	18	industries	industry	NOUN
fbem-19606	6	19	,	,	PUNCT
fbem-19606	6	20	and	and	CCONJ
fbem-19606	6	21	the	the	DET
fbem-19606	6	22	chinese	chinese	ADJ
fbem-19606	6	23	government	government	NOUN
fbem-19606	6	24	has	have	AUX
fbem-19606	6	25	also	also	ADV
fbem-19606	6	26	introduced	introduce	VERB
fbem-19606	6	27	relevant	relevant	ADJ
fbem-19606	6	28	policies	policy	NOUN
fbem-19606	6	29	to	to	PART
fbem-19606	6	30	create	create	VERB
fbem-19606	6	31	a	a	DET
fbem-19606	6	32	favorable	favorable	ADJ
fbem-19606	6	33	macro	macro	ADJ
fbem-19606	6	34	environment	environment	NOUN
fbem-19606	6	35	.	.	PUNCT
fbem-19606	7	1	especially	especially	ADV
fbem-19606	7	2	in	in	ADP
fbem-19606	7	3	may	may	PROPN
fbem-19606	7	4	2022	2022	NUM
fbem-19606	7	5	,	,	PUNCT
fbem-19606	7	6	the	the	DET
fbem-19606	7	7	general	general	ADJ
fbem-19606	7	8	office	office	NOUN
fbem-19606	7	9	of	of	ADP
fbem-19606	7	10	the	the	DET
fbem-19606	7	11	state	state	PROPN
fbem-19606	7	12	council	council	PROPN
fbem-19606	7	13	issued	issue	VERB
fbem-19606	7	14	the	the	DET
fbem-19606	7	15	"	"	PUNCT
fbem-19606	7	16	14th	14th	ADJ
fbem-19606	7	17	five	five	NUM
fbem-19606	7	18	year	year	NOUN
fbem-19606	7	19	plan	plan	NOUN
fbem-19606	7	20	for	for	ADP
fbem-19606	7	21	modern	modern	ADJ
fbem-19606	7	22	logistics	logistic	NOUN
fbem-19606	7	23	development	development	NOUN
fbem-19606	7	24	"	"	PUNCT
fbem-19606	7	25	,	,	PUNCT
fbem-19606	7	26	which	which	PRON
fbem-19606	7	27	clearly	clearly	ADV
fbem-19606	7	28	stated	state	VERB
fbem-19606	7	29	that	that	SCONJ
fbem-19606	7	30	promoting	promote	VERB
fbem-19606	7	31	logistics	logistic	NOUN
fbem-19606	7	32	quality	quality	NOUN
fbem-19606	7	33	improvement	improvement	NOUN
fbem-19606	7	34	,	,	PUNCT
fbem-19606	7	35	efficiency	efficiency	NOUN
fbem-19606	7	36	enhancement	enhancement	NOUN
fbem-19606	7	37	,	,	PUNCT
fbem-19606	7	38	and	and	CCONJ
fbem-19606	7	39	cost	cost	NOUN
fbem-19606	7	40	reduction	reduction	NOUN
fbem-19606	7	41	is	be	AUX
fbem-19606	7	42	an	an	DET
fbem-19606	7	43	important	important	ADJ
fbem-19606	7	44	task	task	NOUN
fbem-19606	7	45	for	for	ADP
fbem-19606	7	46	the	the	DET
fbem-19606	7	47	development	development	NOUN
fbem-19606	7	48	of	of	ADP
fbem-19606	7	49	modern	modern	ADJ
fbem-19606	7	50	logistics	logistic	NOUN
fbem-19606	7	51	in	in	ADP
fbem-19606	7	52	the	the	DET
fbem-19606	7	53	current	current	ADJ
fbem-19606	7	54	period	period	NOUN
fbem-19606	7	55	.	.	PUNCT
fbem-19606	8	1	the	the	DET
fbem-19606	8	2	digital	digital	PROPN
fbem-19606	8	3	revolution	revolution	NOUN
fbem-19606	8	4	is	be	AUX
fbem-19606	8	5	profoundly	profoundly	ADV
fbem-19606	8	6	affecting	affect	VERB
fbem-19606	8	7	various	various	ADJ
fbem-19606	8	8	industries	industry	NOUN
fbem-19606	8	9	,	,	PUNCT
fbem-19606	8	10	and	and	CCONJ
fbem-19606	8	11	the	the	DET
fbem-19606	8	12	logistics	logistic	NOUN
fbem-19606	8	13	sector	sector	NOUN
fbem-19606	8	14	,	,	PUNCT
fbem-19606	8	15	as	as	ADP
fbem-19606	8	16	an	an	DET
fbem-19606	8	17	important	important	ADJ
fbem-19606	8	18	link	link	NOUN
fbem-19606	8	19	supporting	support	VERB
fbem-19606	8	20	supply	supply	NOUN
fbem-19606	8	21	chain	chain	NOUN
fbem-19606	8	22	operations	operation	NOUN
fbem-19606	8	23	,	,	PUNCT
fbem-19606	8	24	is	be	AUX
fbem-19606	8	25	also	also	ADV
fbem-19606	8	26	facing	face	VERB
fbem-19606	8	27	the	the	DET
fbem-19606	8	28	impact	impact	NOUN
fbem-19606	8	29	of	of	ADP
fbem-19606	8	30	digital	digital	ADJ
fbem-19606	8	31	technology	technology	NOUN
fbem-19606	8	32	comprehensively	comprehensively	ADV
fbem-19606	8	33	.	.	PUNCT
fbem-19606	9	1	according	accord	VERB
fbem-19606	9	2	to	to	ADP
fbem-19606	9	3	reports	report	NOUN
fbem-19606	9	4	from	from	ADP
fbem-19606	9	5	the	the	DET
fbem-19606	9	6	national	national	ADJ
fbem-19606	9	7	industrial	industrial	ADJ
fbem-19606	9	8	information	information	PROPN
fbem-19606	9	9	security	security	NOUN
fbem-19606	9	10	development	development	NOUN
fbem-19606	9	11	research	research	NOUN
fbem-19606	9	12	center	center	PROPN
fbem-19606	9	13	and	and	CCONJ
fbem-19606	9	14	accenture	accenture	PROPN
fbem-19606	9	15	business	business	PROPN
fbem-19606	9	16	research	research	PROPN
fbem-19606	9	17	institute	institute	PROPN
fbem-19606	9	18	,	,	PUNCT
fbem-19606	9	19	the	the	DET
fbem-19606	9	20	traditional	traditional	ADJ
fbem-19606	9	21	retail	retail	ADJ
fbem-19606	9	22	and	and	CCONJ
fbem-19606	9	23	logistics	logistic	NOUN
fbem-19606	9	24	industry	industry	NOUN
fbem-19606	9	25	has	have	AUX
fbem-19606	9	26	made	make	VERB
fbem-19606	9	27	significant	significant	ADJ
fbem-19606	9	28	progress	progress	NOUN
fbem-19606	9	29	in	in	ADP
fbem-19606	9	30	digitalization	digitalization	NOUN
fbem-19606	9	31	and	and	CCONJ
fbem-19606	9	32	successfully	successfully	ADV
fbem-19606	9	33	entered	enter	VERB
fbem-19606	9	34	the	the	DET
fbem-19606	9	35	first	first	ADJ
fbem-19606	9	36	tier	tier	NOUN
fbem-19606	9	37	of	of	ADP
fbem-19606	9	38	digital	digital	ADJ
fbem-19606	9	39	maturity	maturity	NOUN
fbem-19606	9	40	[	[	X
fbem-19606	9	41	2	2	NUM
fbem-19606	9	42	]	]	PUNCT
fbem-19606	9	43	.	.	PUNCT
fbem-19606	10	1	the	the	DET
fbem-19606	10	2	logistics	logistic	NOUN
fbem-19606	10	3	industry	industry	NOUN
fbem-19606	10	4	hopes	hope	VERB
fbem-19606	10	5	to	to	PART
fbem-19606	10	6	optimize	optimize	VERB
fbem-19606	10	7	industry	industry	NOUN
fbem-19606	10	8	factors	factor	NOUN
fbem-19606	10	9	better	well	ADV
fbem-19606	10	10	through	through	ADP
fbem-19606	10	11	digital	digital	ADJ
fbem-19606	10	12	technology	technology	NOUN
fbem-19606	10	13	,	,	PUNCT
fbem-19606	10	14	and	and	CCONJ
fbem-19606	10	15	thereby	thereby	ADV
fbem-19606	10	16	play	play	VERB
fbem-19606	10	17	a	a	DET
fbem-19606	10	18	promoting	promote	VERB
fbem-19606	10	19	role	role	NOUN
fbem-19606	10	20	in	in	ADP
fbem-19606	10	21	reducing	reduce	VERB
fbem-19606	10	22	costs	cost	NOUN
fbem-19606	10	23	and	and	CCONJ
fbem-19606	10	24	increasing	increase	VERB
fbem-19606	10	25	efficiency	efficiency	NOUN
fbem-19606	10	26	in	in	ADP
fbem-19606	10	27	the	the	DET
fbem-19606	10	28	industry	industry	NOUN
fbem-19606	10	29	.	.	PUNCT
fbem-19606	11	1	however	however	ADV
fbem-19606	11	2	,	,	PUNCT
fbem-19606	11	3	the	the	DET
fbem-19606	11	4	application	application	NOUN
fbem-19606	11	5	of	of	ADP
fbem-19606	11	6	digital	digital	ADJ
fbem-19606	11	7	technology	technology	NOUN
fbem-19606	11	8	in	in	ADP
fbem-19606	11	9	china	china	PROPN
fbem-19606	11	10	's	's	PART
fbem-19606	11	11	logistics	logistic	NOUN
fbem-19606	11	12	industry	industry	NOUN
fbem-19606	11	13	is	be	AUX
fbem-19606	11	14	still	still	ADV
fbem-19606	11	15	in	in	ADP
fbem-19606	11	16	its	its	PRON
fbem-19606	11	17	early	early	ADJ
fbem-19606	11	18	stages	stage	NOUN
fbem-19606	11	19	[	[	X
fbem-19606	11	20	3	3	NUM
fbem-19606	11	21	]	]	PUNCT
fbem-19606	11	22	.	.	PUNCT
fbem-19606	12	1	how	how	SCONJ
fbem-19606	12	2	to	to	PART
fbem-19606	12	3	seize	seize	VERB
fbem-19606	12	4	the	the	DET
fbem-19606	12	5	technological	technological	ADJ
fbem-19606	12	6	dividend	dividend	NOUN
fbem-19606	12	7	,	,	PUNCT
fbem-19606	12	8	deeply	deeply	ADV
fbem-19606	12	9	promote	promote	VERB
fbem-19606	12	10	the	the	DET
fbem-19606	12	11	construction	construction	NOUN
fbem-19606	12	12	of	of	ADP
fbem-19606	12	13	modern	modern	ADJ
fbem-19606	12	14	digital	digital	ADJ
fbem-19606	12	15	logistics	logistic	NOUN
fbem-19606	12	16	systems	system	NOUN
fbem-19606	12	17	,	,	PUNCT
fbem-19606	12	18	and	and	CCONJ
fbem-19606	12	19	truly	truly	ADV
fbem-19606	12	20	achieve	achieve	VERB
fbem-19606	12	21	cost	cost	NOUN
fbem-19606	12	22	reduction	reduction	NOUN
fbem-19606	12	23	and	and	CCONJ
fbem-19606	12	24	efficiency	efficiency	NOUN
fbem-19606	12	25	increase	increase	NOUN
fbem-19606	12	26	in	in	ADP
fbem-19606	12	27	the	the	DET
fbem-19606	12	28	industry	industry	NOUN
fbem-19606	12	29	has	have	AUX
fbem-19606	12	30	become	become	VERB
fbem-19606	12	31	an	an	DET
fbem-19606	12	32	urgent	urgent	ADJ
fbem-19606	12	33	problem	problem	NOUN
fbem-19606	12	34	.	.	PUNCT
fbem-19606	13	1	although	although	SCONJ
fbem-19606	13	2	digital	digital	ADJ
fbem-19606	13	3	technology	technology	NOUN
fbem-19606	13	4	is	be	AUX
fbem-19606	13	5	accelerating	accelerate	VERB
fbem-19606	13	6	its	its	PRON
fbem-19606	13	7	integration	integration	NOUN
fbem-19606	13	8	into	into	ADP
fbem-19606	13	9	logistics	logistic	NOUN
fbem-19606	13	10	activities	activity	NOUN
fbem-19606	13	11	and	and	CCONJ
fbem-19606	13	12	has	have	VERB
fbem-19606	13	13	a	a	DET
fbem-19606	13	14	wide	wide	ADV
fbem-19606	13	15	-	-	PUNCT
fbem-19606	13	16	ranging	range	VERB
fbem-19606	13	17	impact	impact	NOUN
fbem-19606	13	18	,	,	PUNCT
fbem-19606	13	19	there	there	PRON
fbem-19606	13	20	is	be	VERB
fbem-19606	13	21	a	a	DET
fbem-19606	13	22	clear	clear	ADJ
fbem-19606	13	23	research	research	NOUN
fbem-19606	13	24	gap	gap	NOUN
fbem-19606	13	25	on	on	ADP
fbem-19606	13	26	whether	whether	SCONJ
fbem-19606	13	27	it	it	PRON
fbem-19606	13	28	can	can	AUX
fbem-19606	13	29	effectively	effectively	ADV
fbem-19606	13	30	empower	empower	VERB
fbem-19606	13	31	industry	industry	NOUN
fbem-19606	13	32	efficiency	efficiency	NOUN
fbem-19606	13	33	.	.	PUNCT
fbem-19606	14	1	in	in	ADP
fbem-19606	14	2	view	view	NOUN
fbem-19606	14	3	of	of	ADP
fbem-19606	14	4	this	this	PRON
fbem-19606	14	5	,	,	PUNCT
fbem-19606	14	6	this	this	DET
fbem-19606	14	7	article	article	NOUN
fbem-19606	14	8	takes	take	VERB
fbem-19606	14	9	the	the	DET
fbem-19606	14	10	data	datum	NOUN
fbem-19606	14	11	of	of	ADP
fbem-19606	14	12	china	china	PROPN
fbem-19606	14	13	's	's	PART
fbem-19606	14	14	a	a	DET
fbem-19606	14	15	-	-	PUNCT
fbem-19606	14	16	share	share	NOUN
fbem-19606	14	17	logistics	logistic	NOUN
fbem-19606	14	18	industry	industry	NOUN
fbem-19606	14	19	listed	list	VERB
fbem-19606	14	20	companies	company	NOUN
fbem-19606	14	21	from	from	ADP
fbem-19606	14	22	2012	2012	NUM
fbem-19606	14	23	to	to	ADP
fbem-19606	14	24	2021	2021	NUM
fbem-19606	14	25	as	as	ADP
fbem-19606	14	26	the	the	DET
fbem-19606	14	27	research	research	NOUN
fbem-19606	14	28	sample	sample	NOUN
fbem-19606	14	29	,	,	PUNCT
fbem-19606	14	30	uses	use	VERB
fbem-19606	14	31	text	text	NOUN
fbem-19606	14	32	mining	mining	NOUN
fbem-19606	14	33	methods	method	NOUN
fbem-19606	14	34	to	to	PART
fbem-19606	14	35	extract	extract	VERB
fbem-19606	14	36	keywords	keyword	NOUN
fbem-19606	14	37	related	relate	VERB
fbem-19606	14	38	to	to	ADP
fbem-19606	14	39	digital	digital	ADJ
fbem-19606	14	40	technology	technology	NOUN
fbem-19606	14	41	from	from	ADP
fbem-19606	14	42	the	the	DET
fbem-19606	14	43	annual	annual	ADJ
fbem-19606	14	44	reports	report	NOUN
fbem-19606	14	45	of	of	ADP
fbem-19606	14	46	logistics	logistic	NOUN
fbem-19606	14	47	enterprises	enterprise	NOUN
fbem-19606	14	48	using	use	VERB
fbem-19606	14	49	python	python	NOUN
fbem-19606	14	50	programming	programming	NOUN
fbem-19606	14	51	language	language	NOUN
fbem-19606	14	52	to	to	PART
fbem-19606	14	53	construct	construct	VERB
fbem-19606	14	54	a	a	DET
fbem-19606	14	55	measurement	measurement	NOUN
fbem-19606	14	56	index	index	NOUN
fbem-19606	14	57	system	system	NOUN
fbem-19606	14	58	for	for	ADP
fbem-19606	14	59	the	the	DET
fbem-19606	14	60	level	level	NOUN
fbem-19606	14	61	of	of	ADP
fbem-19606	14	62	digital	digital	ADJ
fbem-19606	14	63	technology	technology	NOUN
fbem-19606	14	64	development	development	NOUN
fbem-19606	14	65	.	.	PUNCT
fbem-19606	15	1	the	the	DET
fbem-19606	15	2	dea	dea	PROPN
fbem-19606	15	3	model	model	PROPN
fbem-19606	15	4	and	and	CCONJ
fbem-19606	15	5	malmquist	malmquist	PROPN
fbem-19606	15	6	index	index	NOUN
fbem-19606	15	7	are	be	AUX
fbem-19606	15	8	used	use	VERB
fbem-19606	15	9	to	to	PART
fbem-19606	15	10	describe	describe	VERB
fbem-19606	15	11	the	the	DET
fbem-19606	15	12	operational	operational	ADJ
fbem-19606	15	13	efficiency	efficiency	NOUN
fbem-19606	15	14	of	of	ADP
fbem-19606	15	15	the	the	DET
fbem-19606	15	16	sample	sample	NOUN
fbem-19606	15	17	enterprises	enterprise	NOUN
fbem-19606	15	18	,	,	PUNCT
fbem-19606	15	19	and	and	CCONJ
fbem-19606	15	20	the	the	DET
fbem-19606	15	21	relationship	relationship	NOUN
fbem-19606	15	22	between	between	ADP
fbem-19606	15	23	the	the	DET
fbem-19606	15	24	level	level	NOUN
fbem-19606	15	25	of	of	ADP
fbem-19606	15	26	digital	digital	ADJ
fbem-19606	15	27	technology	technology	NOUN
fbem-19606	15	28	development	development	NOUN
fbem-19606	15	29	of	of	ADP
fbem-19606	15	30	enterprises	enterprise	NOUN
fbem-19606	15	31	and	and	CCONJ
fbem-19606	15	32	the	the	DET
fbem-19606	15	33	operational	operational	ADJ
fbem-19606	15	34	efficiency	efficiency	NOUN
fbem-19606	15	35	of	of	ADP
fbem-19606	15	36	enterprises	enterprise	NOUN
fbem-19606	15	37	is	be	AUX
fbem-19606	15	38	explored	explore	VERB
fbem-19606	15	39	.	.	PUNCT
fbem-19606	16	1	finally	finally	ADV
fbem-19606	16	2	,	,	PUNCT
fbem-19606	16	3	it	it	PRON
fbem-19606	16	4	is	be	AUX
fbem-19606	16	5	tested	test	VERB
fbem-19606	16	6	whether	whether	SCONJ
fbem-19606	16	7	the	the	DET
fbem-19606	16	8	level	level	NOUN
fbem-19606	16	9	of	of	ADP
fbem-19606	16	10	digital	digital	ADJ
fbem-19606	16	11	technology	technology	NOUN
fbem-19606	16	12	development	development	NOUN
fbem-19606	16	13	truly	truly	ADV
fbem-19606	16	14	promotes	promote	VERB
fbem-19606	16	15	the	the	DET
fbem-19606	16	16	efficiency	efficiency	NOUN
fbem-19606	16	17	improvement	improvement	NOUN
fbem-19606	16	18	of	of	ADP
fbem-19606	16	19	logistics	logistic	NOUN
fbem-19606	16	20	enterprises	enterprise	NOUN
fbem-19606	16	21	.	.	PUNCT
fbem-19606	17	1	2	2	X
fbem-19606	17	2	.	.	X
fbem-19606	17	3	literature	literature	NOUN
fbem-19606	17	4	review	review	VERB
fbem-19606	17	5	2.1	2.1	NUM
fbem-19606	17	6	.	.	PUNCT
fbem-19606	18	1	relevant	relevant	ADJ
fbem-19606	18	2	research	research	NOUN
fbem-19606	18	3	on	on	ADP
fbem-19606	18	4	digital	digital	ADJ
fbem-19606	18	5	technology	technology	NOUN
fbem-19606	18	6	digital	digital	ADJ
fbem-19606	18	7	technology	technology	NOUN
fbem-19606	18	8	is	be	AUX
fbem-19606	18	9	a	a	DET
fbem-19606	18	10	combination	combination	NOUN
fbem-19606	18	11	of	of	ADP
fbem-19606	18	12	digital	digital	ADJ
fbem-19606	18	13	technology	technology	NOUN
fbem-19606	18	14	and	and	CCONJ
fbem-19606	18	15	intelligent	intelligent	ADJ
fbem-19606	18	16	technology	technology	NOUN
fbem-19606	18	17	,	,	PUNCT
fbem-19606	18	18	which	which	PRON
fbem-19606	18	19	integrates	integrate	VERB
fbem-19606	18	20	elements	element	NOUN
fbem-19606	18	21	from	from	ADP
fbem-19606	18	22	such	such	ADJ
fbem-19606	18	23	technological	technological	ADJ
fbem-19606	18	24	fields	field	NOUN
fbem-19606	18	25	as	as	ADP
fbem-19606	18	26	cloud	cloud	NOUN
fbem-19606	18	27	computing	computing	NOUN
fbem-19606	18	28	,	,	PUNCT
fbem-19606	18	29	big	big	ADJ
fbem-19606	18	30	data	datum	NOUN
fbem-19606	18	31	,	,	PUNCT
fbem-19606	18	32	internet	internet	NOUN
fbem-19606	18	33	of	of	ADP
fbem-19606	18	34	things	thing	NOUN
fbem-19606	18	35	,	,	PUNCT
fbem-19606	18	36	blockchain	blockchain	NOUN
fbem-19606	18	37	and	and	CCONJ
fbem-19606	18	38	5	5	NUM
fbem-19606	18	39	g.	g.	NOUN
fbem-19606	18	40	meanwhile	meanwhile	ADV
fbem-19606	18	41	,	,	PUNCT
fbem-19606	18	42	it	it	PRON
fbem-19606	18	43	covers	cover	VERB
fbem-19606	18	44	intelligent	intelligent	ADJ
fbem-19606	18	45	technologies	technology	NOUN
fbem-19606	18	46	such	such	ADJ
fbem-19606	18	47	as	as	ADP
fbem-19606	18	48	intelligent	intelligent	ADJ
fbem-19606	18	49	robots	robot	NOUN
fbem-19606	18	50	,	,	PUNCT
fbem-19606	18	51	image	image	NOUN
fbem-19606	18	52	recognition	recognition	NOUN
fbem-19606	18	53	,	,	PUNCT
fbem-19606	18	54	speech	speech	NOUN
fbem-19606	18	55	understanding	understanding	NOUN
fbem-19606	18	56	,	,	PUNCT
fbem-19606	18	57	natural	natural	ADJ
fbem-19606	18	58	language	language	NOUN
fbem-19606	18	59	processing	processing	NOUN
fbem-19606	18	60	,	,	PUNCT
fbem-19606	18	61	machine	machine	NOUN
fbem-19606	18	62	learning	learning	NOUN
fbem-19606	18	63	and	and	CCONJ
fbem-19606	18	64	neural	neural	ADJ
fbem-19606	18	65	networks	network	NOUN
fbem-19606	18	66	.	.	PUNCT
fbem-19606	19	1	scholars	scholar	NOUN
fbem-19606	19	2	'	'	PART
fbem-19606	19	3	understanding	understanding	NOUN
fbem-19606	19	4	of	of	ADP
fbem-19606	19	5	digital	digital	ADJ
fbem-19606	19	6	technology	technology	NOUN
fbem-19606	19	7	is	be	AUX
fbem-19606	19	8	constantly	constantly	ADV
fbem-19606	19	9	changing	change	VERB
fbem-19606	19	10	and	and	CCONJ
fbem-19606	19	11	deepening	deepen	VERB
fbem-19606	19	12	.	.	PUNCT
fbem-19606	20	1	in	in	ADP
fbem-19606	20	2	the	the	DET
fbem-19606	20	3	early	early	ADJ
fbem-19606	20	4	days	day	NOUN
fbem-19606	20	5	,	,	PUNCT
fbem-19606	20	6	most	most	ADJ
fbem-19606	20	7	scholars	scholar	NOUN
fbem-19606	20	8	believed	believe	VERB
fbem-19606	20	9	that	that	SCONJ
fbem-19606	20	10	digital	digital	ADJ
fbem-19606	20	11	technology	technology	NOUN
fbem-19606	20	12	was	be	AUX
fbem-19606	20	13	just	just	ADV
fbem-19606	20	14	a	a	DET
fbem-19606	20	15	tool	tool	NOUN
fbem-19606	20	16	to	to	PART
fbem-19606	20	17	speed	speed	VERB
fbem-19606	20	18	up	up	ADP
fbem-19606	20	19	and	and	CCONJ
fbem-19606	20	20	improve	improve	VERB
fbem-19606	20	21	the	the	DET
fbem-19606	20	22	efficiency	efficiency	NOUN
fbem-19606	20	23	of	of	ADP
fbem-19606	20	24	existing	exist	VERB
fbem-19606	20	25	work	work	NOUN
fbem-19606	20	26	and	and	CCONJ
fbem-19606	20	27	provide	provide	VERB
fbem-19606	20	28	better	well	ADJ
fbem-19606	20	29	data	datum	NOUN
fbem-19606	20	30	management	management	NOUN
fbem-19606	20	31	and	and	CCONJ
fbem-19606	20	32	information	information	NOUN
fbem-19606	20	33	services	service	NOUN
fbem-19606	20	34	.	.	PUNCT
fbem-19606	21	1	however	however	ADV
fbem-19606	21	2	,	,	PUNCT
fbem-19606	21	3	with	with	ADP
fbem-19606	21	4	the	the	DET
fbem-19606	21	5	continuous	continuous	ADJ
fbem-19606	21	6	innovation	innovation	NOUN
fbem-19606	21	7	and	and	CCONJ
fbem-19606	21	8	development	development	NOUN
fbem-19606	21	9	of	of	ADP
fbem-19606	21	10	digital	digital	ADJ
fbem-19606	21	11	technology	technology	NOUN
fbem-19606	21	12	,	,	PUNCT
fbem-19606	21	13	128	128	NUM
fbem-19606	21	14	people	people	NOUN
fbem-19606	21	15	are	be	AUX
fbem-19606	21	16	beginning	begin	VERB
fbem-19606	21	17	to	to	PART
fbem-19606	21	18	realize	realize	VERB
fbem-19606	21	19	that	that	SCONJ
fbem-19606	21	20	digital	digital	ADJ
fbem-19606	21	21	technology	technology	NOUN
fbem-19606	21	22	is	be	AUX
fbem-19606	21	23	not	not	PART
fbem-19606	21	24	only	only	ADV
fbem-19606	21	25	a	a	DET
fbem-19606	21	26	"	"	PUNCT
fbem-19606	21	27	tool	tool	NOUN
fbem-19606	21	28	"	"	PUNCT
fbem-19606	21	29	,	,	PUNCT
fbem-19606	21	30	but	but	CCONJ
fbem-19606	21	31	also	also	ADV
fbem-19606	21	32	a	a	DET
fbem-19606	21	33	transformative	transformative	ADJ
fbem-19606	21	34	technology	technology	NOUN
fbem-19606	21	35	that	that	PRON
fbem-19606	21	36	can	can	AUX
fbem-19606	21	37	influence	influence	VERB
fbem-19606	21	38	production	production	NOUN
fbem-19606	21	39	methods	method	NOUN
fbem-19606	21	40	,	,	PUNCT
fbem-19606	21	41	management	management	NOUN
fbem-19606	21	42	methods	method	NOUN
fbem-19606	21	43	,	,	PUNCT
fbem-19606	21	44	organizational	organizational	ADJ
fbem-19606	21	45	forms	form	NOUN
fbem-19606	21	46	and	and	CCONJ
fbem-19606	21	47	other	other	ADJ
fbem-19606	21	48	aspects	aspect	NOUN
fbem-19606	21	49	.	.	PUNCT
fbem-19606	22	1	the	the	DET
fbem-19606	22	2	application	application	NOUN
fbem-19606	22	3	of	of	ADP
fbem-19606	22	4	digital	digital	ADJ
fbem-19606	22	5	technology	technology	NOUN
fbem-19606	22	6	has	have	AUX
fbem-19606	22	7	triggered	trigger	VERB
fbem-19606	22	8	a	a	DET
fbem-19606	22	9	wide	wide	ADJ
fbem-19606	22	10	range	range	NOUN
fbem-19606	22	11	of	of	ADP
fbem-19606	22	12	social	social	ADJ
fbem-19606	22	13	changes	change	NOUN
fbem-19606	22	14	and	and	CCONJ
fbem-19606	22	15	structural	structural	ADJ
fbem-19606	22	16	reconstruction	reconstruction	NOUN
fbem-19606	22	17	,	,	PUNCT
fbem-19606	22	18	promoted	promote	VERB
fbem-19606	22	19	the	the	DET
fbem-19606	22	20	change	change	NOUN
fbem-19606	22	21	of	of	ADP
fbem-19606	22	22	business	business	NOUN
fbem-19606	22	23	model	model	NOUN
fbem-19606	22	24	,	,	PUNCT
fbem-19606	22	25	accelerated	accelerate	VERB
fbem-19606	22	26	industrial	industrial	ADJ
fbem-19606	22	27	intelligence	intelligence	NOUN
fbem-19606	22	28	and	and	CCONJ
fbem-19606	22	29	transformation	transformation	NOUN
fbem-19606	22	30	and	and	CCONJ
fbem-19606	22	31	upgrading	upgrading	NOUN
fbem-19606	22	32	.	.	PUNCT
fbem-19606	23	1	therefore	therefore	ADV
fbem-19606	23	2	,	,	PUNCT
fbem-19606	23	3	scholars	scholar	NOUN
fbem-19606	23	4	'	'	PART
fbem-19606	23	5	views	view	NOUN
fbem-19606	23	6	on	on	ADP
fbem-19606	23	7	digital	digital	ADJ
fbem-19606	23	8	technology	technology	NOUN
fbem-19606	23	9	are	be	AUX
fbem-19606	23	10	increasingly	increasingly	ADV
fbem-19606	23	11	inclined	inclined	ADJ
fbem-19606	23	12	to	to	PART
fbem-19606	23	13	regard	regard	VERB
fbem-19606	23	14	digital	digital	ADJ
fbem-19606	23	15	technology	technology	NOUN
fbem-19606	23	16	as	as	ADP
fbem-19606	23	17	the	the	DET
fbem-19606	23	18	"	"	PUNCT
fbem-19606	23	19	engine	engine	NOUN
fbem-19606	23	20	"	"	PUNCT
fbem-19606	23	21	that	that	PRON
fbem-19606	23	22	drives	drive	VERB
fbem-19606	23	23	the	the	DET
fbem-19606	23	24	entire	entire	ADJ
fbem-19606	23	25	society	society	NOUN
fbem-19606	23	26	,	,	PUNCT
fbem-19606	23	27	economy	economy	NOUN
fbem-19606	23	28	and	and	CCONJ
fbem-19606	23	29	culture	culture	NOUN
fbem-19606	23	30	to	to	PART
fbem-19606	23	31	change	change	VERB
fbem-19606	23	32	.	.	PUNCT
fbem-19606	24	1	the	the	DET
fbem-19606	24	2	initial	initial	ADJ
fbem-19606	24	3	stage	stage	NOUN
fbem-19606	24	4	of	of	ADP
fbem-19606	24	5	digital	digital	ADJ
fbem-19606	24	6	technology	technology	NOUN
fbem-19606	24	7	mainly	mainly	ADV
fbem-19606	24	8	refers	refer	VERB
fbem-19606	24	9	to	to	ADP
fbem-19606	24	10	basic	basic	ADJ
fbem-19606	24	11	technologies	technology	NOUN
fbem-19606	24	12	such	such	ADJ
fbem-19606	24	13	as	as	ADP
fbem-19606	24	14	computer	computer	NOUN
fbem-19606	24	15	technology	technology	NOUN
fbem-19606	24	16	and	and	CCONJ
fbem-19606	24	17	information	information	NOUN
fbem-19606	24	18	technology	technology	NOUN
fbem-19606	24	19	[	[	X
fbem-19606	24	20	4	4	NUM
fbem-19606	24	21	]	]	PUNCT
fbem-19606	24	22	,	,	PUNCT
fbem-19606	24	23	which	which	PRON
fbem-19606	24	24	is	be	AUX
fbem-19606	24	25	marked	mark	VERB
fbem-19606	24	26	by	by	ADP
fbem-19606	24	27	the	the	DET
fbem-19606	24	28	wide	wide	ADJ
fbem-19606	24	29	application	application	NOUN
fbem-19606	24	30	of	of	ADP
fbem-19606	24	31	information	information	NOUN
fbem-19606	24	32	and	and	CCONJ
fbem-19606	24	33	communication	communication	NOUN
fbem-19606	24	34	technology	technology	NOUN
fbem-19606	24	35	(	(	PUNCT
fbem-19606	24	36	ict	ict	PROPN
fbem-19606	24	37	)	)	PUNCT
fbem-19606	25	1	[	[	X
fbem-19606	25	2	5	5	NUM
fbem-19606	25	3	]	]	PUNCT
fbem-19606	25	4	.	.	PUNCT
fbem-19606	26	1	regarding	regard	VERB
fbem-19606	26	2	the	the	DET
fbem-19606	26	3	scope	scope	NOUN
fbem-19606	26	4	of	of	ADP
fbem-19606	26	5	digital	digital	ADJ
fbem-19606	26	6	technology	technology	NOUN
fbem-19606	26	7	,	,	PUNCT
fbem-19606	26	8	bharadwaj	bharadwaj	PROPN
fbem-19606	26	9	et	et	PROPN
fbem-19606	26	10	al	al	PROPN
fbem-19606	26	11	.	.	PROPN
fbem-19606	26	12	argue	argue	VERB
fbem-19606	26	13	that	that	SCONJ
fbem-19606	26	14	"	"	PUNCT
fbem-19606	26	15	digital	digital	ADJ
fbem-19606	26	16	technology	technology	NOUN
fbem-19606	26	17	is	be	AUX
fbem-19606	26	18	a	a	DET
fbem-19606	26	19	combination	combination	NOUN
fbem-19606	26	20	of	of	ADP
fbem-19606	26	21	information	information	NOUN
fbem-19606	26	22	,	,	PUNCT
fbem-19606	26	23	computing	computing	NOUN
fbem-19606	26	24	,	,	PUNCT
fbem-19606	26	25	communication	communication	NOUN
fbem-19606	26	26	and	and	CCONJ
fbem-19606	26	27	connectivity	connectivity	NOUN
fbem-19606	26	28	technologies	technology	NOUN
fbem-19606	26	29	"	"	PUNCT
fbem-19606	26	30	[	[	X
fbem-19606	26	31	6	6	NUM
fbem-19606	26	32	]	]	PUNCT
fbem-19606	26	33	.	.	PUNCT
fbem-19606	27	1	through	through	ADP
fbem-19606	27	2	further	further	ADJ
fbem-19606	27	3	development	development	NOUN
fbem-19606	27	4	,	,	PUNCT
fbem-19606	27	5	sebastian	sebastian	PROPN
fbem-19606	27	6	et	et	PROPN
fbem-19606	27	7	al	al	PROPN
fbem-19606	27	8	.	.	PROPN
fbem-19606	27	9	provide	provide	VERB
fbem-19606	27	10	a	a	DET
fbem-19606	27	11	clearer	clear	ADJ
fbem-19606	27	12	articulation	articulation	NOUN
fbem-19606	27	13	of	of	ADP
fbem-19606	27	14	digital	digital	ADJ
fbem-19606	27	15	technologies	technology	NOUN
fbem-19606	27	16	,	,	PUNCT
fbem-19606	27	17	i.e.	i.e.	X
fbem-19606	27	18	,	,	PUNCT
fbem-19606	27	19	social	social	ADJ
fbem-19606	27	20	related	relate	VERB
fbem-19606	27	21	technologies	technology	NOUN
fbem-19606	27	22	,	,	PUNCT
fbem-19606	27	23	mobile	mobile	NOUN
fbem-19606	27	24	technologies	technology	NOUN
fbem-19606	27	25	,	,	PUNCT
fbem-19606	27	26	analytics	analytic	NOUN
fbem-19606	27	27	,	,	PUNCT
fbem-19606	27	28	cloud	cloud	NOUN
fbem-19606	27	29	technologies	technology	NOUN
fbem-19606	27	30	,	,	PUNCT
fbem-19606	27	31	and	and	CCONJ
fbem-19606	27	32	iot	iot	PROPN
fbem-19606	27	33	technologies	technology	NOUN
fbem-19606	27	34	,	,	PUNCT
fbem-19606	27	35	such	such	ADJ
fbem-19606	27	36	as	as	ADP
fbem-19606	27	37	big	big	ADJ
fbem-19606	27	38	data	datum	NOUN
fbem-19606	27	39	,	,	PUNCT
fbem-19606	27	40	cloud	cloud	NOUN
fbem-19606	27	41	computing	computing	NOUN
fbem-19606	27	42	,	,	PUNCT
fbem-19606	27	43	blockchain	blockchain	PROPN
fbem-19606	27	44	,	,	PUNCT
fbem-19606	27	45	iot	iot	NOUN
fbem-19606	27	46	,	,	PUNCT
fbem-19606	27	47	artificial	artificial	ADJ
fbem-19606	27	48	intelligence	intelligence	NOUN
fbem-19606	27	49	,	,	PUNCT
fbem-19606	27	50	and	and	CCONJ
fbem-19606	27	51	virtual	virtual	ADJ
fbem-19606	27	52	reality	reality	NOUN
fbem-19606	27	53	technologies	technology	NOUN
fbem-19606	27	54	[	[	X
fbem-19606	28	1	7].obukhova	7].obukhova	NUM
fbem-19606	28	2	et	et	NOUN
fbem-19606	28	3	al	al	PROPN
fbem-19606	28	4	.	.	PROPN
fbem-19606	28	5	advocate	advocate	NOUN
fbem-19606	28	6	that	that	SCONJ
fbem-19606	28	7	companies	company	NOUN
fbem-19606	28	8	need	need	VERB
fbem-19606	28	9	to	to	PART
fbem-19606	28	10	adopt	adopt	VERB
fbem-19606	28	11	new	new	ADJ
fbem-19606	28	12	technological	technological	ADJ
fbem-19606	28	13	approaches	approach	NOUN
fbem-19606	28	14	to	to	PART
fbem-19606	28	15	transform	transform	VERB
fbem-19606	28	16	traditional	traditional	ADJ
fbem-19606	28	17	business	business	NOUN
fbem-19606	28	18	processes	process	NOUN
fbem-19606	28	19	such	such	ADJ
fbem-19606	28	20	as	as	ADP
fbem-19606	28	21	communication	communication	NOUN
fbem-19606	28	22	,	,	PUNCT
fbem-19606	28	23	distribution	distribution	NOUN
fbem-19606	28	24	and	and	CCONJ
fbem-19606	28	25	customer	customer	NOUN
fbem-19606	28	26	relationship	relationship	NOUN
fbem-19606	28	27	management	management	NOUN
fbem-19606	28	28	with	with	ADP
fbem-19606	28	29	digital	digital	ADJ
fbem-19606	28	30	technologies	technology	NOUN
fbem-19606	28	31	[	[	X
fbem-19606	28	32	8	8	NUM
fbem-19606	28	33	]	]	PUNCT
fbem-19606	28	34	.	.	PUNCT
fbem-19606	29	1	digital	digital	ADJ
fbem-19606	29	2	technology	technology	NOUN
fbem-19606	29	3	,	,	PUNCT
fbem-19606	29	4	i.e.	i.e.	X
fbem-19606	29	5	,	,	PUNCT
fbem-19606	29	6	integrates	integrate	NOUN
fbem-19606	29	7	technologies	technology	NOUN
fbem-19606	29	8	from	from	ADP
fbem-19606	29	9	various	various	ADJ
fbem-19606	29	10	fields	field	NOUN
fbem-19606	29	11	of	of	ADP
fbem-19606	29	12	digitalization	digitalization	NOUN
fbem-19606	29	13	such	such	ADJ
fbem-19606	29	14	as	as	ADP
fbem-19606	29	15	cloud	cloud	NOUN
fbem-19606	29	16	computing	computing	NOUN
fbem-19606	29	17	,	,	PUNCT
fbem-19606	29	18	big	big	ADJ
fbem-19606	29	19	data	datum	NOUN
fbem-19606	29	20	,	,	PUNCT
fbem-19606	29	21	iot	iot	PROPN
fbem-19606	29	22	,	,	PUNCT
fbem-19606	29	23	blockchain	blockchain	NOUN
fbem-19606	29	24	,	,	PUNCT
fbem-19606	29	25	5	5	NUM
fbem-19606	29	26	g	g	NOUN
fbem-19606	29	27	,	,	PUNCT
fbem-19606	29	28	etc	etc	X
fbem-19606	29	29	.	.	X
fbem-19606	29	30	,	,	PUNCT
fbem-19606	29	31	and	and	CCONJ
fbem-19606	29	32	at	at	ADP
fbem-19606	29	33	the	the	DET
fbem-19606	29	34	same	same	ADJ
fbem-19606	29	35	time	time	NOUN
fbem-19606	29	36	covers	cover	VERB
fbem-19606	29	37	intelligent	intelligent	ADJ
fbem-19606	29	38	technologies	technology	NOUN
fbem-19606	29	39	marked	mark	VERB
fbem-19606	29	40	by	by	ADP
fbem-19606	29	41	intelligent	intelligent	ADJ
fbem-19606	29	42	robots	robot	NOUN
fbem-19606	29	43	,	,	PUNCT
fbem-19606	29	44	image	image	NOUN
fbem-19606	29	45	recognition	recognition	NOUN
fbem-19606	29	46	,	,	PUNCT
fbem-19606	29	47	speech	speech	NOUN
fbem-19606	29	48	understanding	understanding	NOUN
fbem-19606	29	49	,	,	PUNCT
fbem-19606	29	50	natural	natural	ADJ
fbem-19606	29	51	language	language	NOUN
fbem-19606	29	52	processing	processing	NOUN
fbem-19606	29	53	,	,	PUNCT
fbem-19606	29	54	machine	machine	NOUN
fbem-19606	29	55	learning	learning	NOUN
fbem-19606	29	56	,	,	PUNCT
fbem-19606	29	57	and	and	CCONJ
fbem-19606	29	58	neural	neural	ADJ
fbem-19606	29	59	networks	network	NOUN
fbem-19606	29	60	.	.	PUNCT
fbem-19606	30	1	scholars	scholar	NOUN
fbem-19606	30	2	at	at	ADP
fbem-19606	30	3	home	home	ADV
fbem-19606	30	4	and	and	CCONJ
fbem-19606	30	5	abroad	abroad	ADV
fbem-19606	30	6	usually	usually	ADV
fbem-19606	30	7	refer	refer	VERB
fbem-19606	30	8	to	to	ADP
fbem-19606	30	9	digital	digital	ADJ
fbem-19606	30	10	technologies	technology	NOUN
fbem-19606	30	11	such	such	ADJ
fbem-19606	30	12	as	as	ADP
fbem-19606	30	13	big	big	ADJ
fbem-19606	30	14	data	datum	NOUN
fbem-19606	30	15	,	,	PUNCT
fbem-19606	30	16	blockchain	blockchain	PROPN
fbem-19606	30	17	,	,	PUNCT
fbem-19606	30	18	internet	internet	NOUN
fbem-19606	30	19	of	of	ADP
fbem-19606	30	20	things	thing	NOUN
fbem-19606	30	21	,	,	PUNCT
fbem-19606	30	22	and	and	CCONJ
fbem-19606	30	23	artificial	artificial	ADJ
fbem-19606	30	24	intelligence	intelligence	NOUN
fbem-19606	30	25	as	as	ADP
fbem-19606	30	26	digital	digital	ADJ
fbem-19606	30	27	technologies	technology	NOUN
fbem-19606	30	28	to	to	PART
fbem-19606	30	29	cope	cope	VERB
fbem-19606	30	30	with	with	ADP
fbem-19606	30	31	the	the	DET
fbem-19606	30	32	convergence	convergence	NOUN
fbem-19606	30	33	trend	trend	NOUN
fbem-19606	30	34	of	of	ADP
fbem-19606	30	35	digitization	digitization	NOUN
fbem-19606	30	36	and	and	CCONJ
fbem-19606	30	37	intelligence	intelligence	NOUN
fbem-19606	31	1	[	[	X
fbem-19606	31	2	9	9	NUM
fbem-19606	31	3	]	]	SYM
fbem-19606	31	4	.	.	PUNCT
fbem-19606	32	1	2.2	2.2	NUM
fbem-19606	32	2	.	.	PUNCT
fbem-19606	32	3	impact	impact	NOUN
fbem-19606	32	4	of	of	ADP
fbem-19606	32	5	digital	digital	ADJ
fbem-19606	32	6	technology	technology	NOUN
fbem-19606	32	7	on	on	ADP
fbem-19606	32	8	the	the	DET
fbem-19606	32	9	operational	operational	ADJ
fbem-19606	32	10	efficiency	efficiency	NOUN
fbem-19606	32	11	of	of	ADP
fbem-19606	32	12	logistics	logistic	NOUN
fbem-19606	32	13	enterprises	enterprise	NOUN
fbem-19606	32	14	although	although	SCONJ
fbem-19606	32	15	the	the	DET
fbem-19606	32	16	academic	academic	ADJ
fbem-19606	32	17	community	community	NOUN
fbem-19606	32	18	has	have	AUX
fbem-19606	32	19	not	not	PART
fbem-19606	32	20	conducted	conduct	VERB
fbem-19606	32	21	extensive	extensive	ADJ
fbem-19606	32	22	research	research	NOUN
fbem-19606	32	23	on	on	ADP
fbem-19606	32	24	the	the	DET
fbem-19606	32	25	relationship	relationship	NOUN
fbem-19606	32	26	between	between	ADP
fbem-19606	32	27	digital	digital	ADJ
fbem-19606	32	28	technology	technology	NOUN
fbem-19606	32	29	and	and	CCONJ
fbem-19606	32	30	enterprise	enterprise	NOUN
fbem-19606	32	31	operational	operational	ADJ
fbem-19606	32	32	efficiency	efficiency	NOUN
fbem-19606	32	33	,	,	PUNCT
fbem-19606	32	34	the	the	DET
fbem-19606	32	35	economic	economic	ADJ
fbem-19606	32	36	effects	effect	NOUN
fbem-19606	32	37	brought	bring	VERB
fbem-19606	32	38	by	by	ADP
fbem-19606	32	39	the	the	DET
fbem-19606	32	40	application	application	NOUN
fbem-19606	32	41	of	of	ADP
fbem-19606	32	42	digital	digital	ADJ
fbem-19606	32	43	technology	technology	NOUN
fbem-19606	32	44	in	in	ADP
fbem-19606	32	45	enterprises	enterprise	NOUN
fbem-19606	32	46	have	have	AUX
fbem-19606	32	47	always	always	ADV
fbem-19606	32	48	been	be	AUX
fbem-19606	32	49	the	the	DET
fbem-19606	32	50	focus	focus	NOUN
fbem-19606	32	51	of	of	ADP
fbem-19606	32	52	researchers	researcher	NOUN
fbem-19606	32	53	.	.	PUNCT
fbem-19606	33	1	under	under	ADP
fbem-19606	33	2	the	the	DET
fbem-19606	33	3	framework	framework	NOUN
fbem-19606	33	4	of	of	ADP
fbem-19606	33	5	resource	resource	NOUN
fbem-19606	33	6	-	-	PUNCT
fbem-19606	33	7	based	base	VERB
fbem-19606	33	8	theory	theory	NOUN
fbem-19606	33	9	,	,	PUNCT
fbem-19606	33	10	digital	digital	ADJ
fbem-19606	33	11	technology	technology	NOUN
fbem-19606	33	12	,	,	PUNCT
fbem-19606	33	13	with	with	ADP
fbem-19606	33	14	its	its	PRON
fbem-19606	33	15	data	data	NOUN
fbem-19606	33	16	processing	processing	NOUN
fbem-19606	33	17	and	and	CCONJ
fbem-19606	33	18	analysis	analysis	NOUN
fbem-19606	33	19	capabilities	capability	NOUN
fbem-19606	33	20	,	,	PUNCT
fbem-19606	33	21	is	be	AUX
fbem-19606	33	22	considered	consider	VERB
fbem-19606	33	23	an	an	DET
fbem-19606	33	24	indispensable	indispensable	ADJ
fbem-19606	33	25	production	production	NOUN
fbem-19606	33	26	factor	factor	NOUN
fbem-19606	33	27	for	for	ADP
fbem-19606	33	28	modern	modern	ADJ
fbem-19606	33	29	enterprise	enterprise	NOUN
fbem-19606	33	30	operations	operation	NOUN
fbem-19606	33	31	.	.	PUNCT
fbem-19606	34	1	it	it	PRON
fbem-19606	34	2	can	can	AUX
fbem-19606	34	3	be	be	AUX
fbem-19606	34	4	introduced	introduce	VERB
fbem-19606	34	5	into	into	ADP
fbem-19606	34	6	the	the	DET
fbem-19606	34	7	production	production	NOUN
fbem-19606	34	8	and	and	CCONJ
fbem-19606	34	9	operation	operation	NOUN
fbem-19606	34	10	system	system	NOUN
fbem-19606	34	11	of	of	ADP
fbem-19606	34	12	enterprises	enterprise	NOUN
fbem-19606	34	13	to	to	PART
fbem-19606	34	14	enhance	enhance	VERB
fbem-19606	34	15	resource	resource	NOUN
fbem-19606	34	16	allocation	allocation	NOUN
fbem-19606	34	17	and	and	CCONJ
fbem-19606	34	18	improve	improve	VERB
fbem-19606	34	19	production	production	NOUN
fbem-19606	34	20	efficiency	efficiency	NOUN
fbem-19606	34	21	.	.	PUNCT
fbem-19606	35	1	the	the	DET
fbem-19606	35	2	literature	literature	NOUN
fbem-19606	35	3	indicates	indicate	VERB
fbem-19606	35	4	that	that	SCONJ
fbem-19606	35	5	integrating	integrate	VERB
fbem-19606	35	6	digital	digital	ADJ
fbem-19606	35	7	technology	technology	NOUN
fbem-19606	35	8	into	into	ADP
fbem-19606	35	9	production	production	NOUN
fbem-19606	35	10	and	and	CCONJ
fbem-19606	35	11	operation	operation	NOUN
fbem-19606	35	12	systems	system	NOUN
fbem-19606	35	13	can	can	AUX
fbem-19606	35	14	help	help	VERB
fbem-19606	35	15	improve	improve	VERB
fbem-19606	35	16	decisionmaking	decisionmake	VERB
fbem-19606	35	17	processes	process	NOUN
fbem-19606	35	18	and	and	CCONJ
fbem-19606	35	19	enhance	enhance	VERB
fbem-19606	35	20	overall	overall	ADJ
fbem-19606	35	21	operational	operational	ADJ
fbem-19606	35	22	efficiency	efficiency	NOUN
fbem-19606	35	23	.	.	PUNCT
fbem-19606	36	1	han	han	PROPN
fbem-19606	36	2	xiuzhi	xiuzhi	PROPN
fbem-19606	36	3	et	et	PROPN
fbem-19606	36	4	al	al	PROPN
fbem-19606	36	5	.	.	PROPN
fbem-19606	36	6	's	's	PART
fbem-19606	36	7	research	research	NOUN
fbem-19606	36	8	shows	show	VERB
fbem-19606	36	9	that	that	SCONJ
fbem-19606	36	10	the	the	DET
fbem-19606	36	11	application	application	NOUN
fbem-19606	36	12	of	of	ADP
fbem-19606	36	13	big	big	ADJ
fbem-19606	36	14	data	datum	NOUN
fbem-19606	36	15	technology	technology	NOUN
fbem-19606	36	16	in	in	ADP
fbem-19606	36	17	the	the	DET
fbem-19606	36	18	tracking	tracking	NOUN
fbem-19606	36	19	,	,	PUNCT
fbem-19606	36	20	storage	storage	NOUN
fbem-19606	36	21	,	,	PUNCT
fbem-19606	36	22	and	and	CCONJ
fbem-19606	36	23	transportation	transportation	NOUN
fbem-19606	36	24	of	of	ADP
fbem-19606	36	25	fresh	fresh	ADJ
fbem-19606	36	26	fruits	fruit	NOUN
fbem-19606	36	27	can	can	AUX
fbem-19606	36	28	significantly	significantly	ADV
fbem-19606	36	29	improve	improve	VERB
fbem-19606	36	30	transportation	transportation	NOUN
fbem-19606	36	31	efficiency	efficiency	NOUN
fbem-19606	36	32	[	[	X
fbem-19606	36	33	10	10	NUM
fbem-19606	36	34	]	]	PUNCT
fbem-19606	36	35	.	.	PUNCT
fbem-19606	37	1	chen	chen	PROPN
fbem-19606	37	2	yongxian	yongxian	PROPN
fbem-19606	37	3	et	et	PROPN
fbem-19606	37	4	al	al	PROPN
fbem-19606	37	5	.	.	PROPN
fbem-19606	37	6	emphasized	emphasize	VERB
fbem-19606	37	7	the	the	DET
fbem-19606	37	8	importance	importance	NOUN
fbem-19606	37	9	of	of	ADP
fbem-19606	37	10	using	use	VERB
fbem-19606	37	11	sensors	sensor	NOUN
fbem-19606	37	12	to	to	PART
fbem-19606	37	13	collect	collect	VERB
fbem-19606	37	14	production	production	NOUN
fbem-19606	37	15	data	datum	NOUN
fbem-19606	37	16	and	and	CCONJ
fbem-19606	37	17	establish	establish	VERB
fbem-19606	37	18	models	model	NOUN
fbem-19606	37	19	for	for	ADP
fbem-19606	37	20	more	more	ADV
fbem-19606	37	21	accurate	accurate	ADJ
fbem-19606	37	22	planning	planning	NOUN
fbem-19606	37	23	and	and	CCONJ
fbem-19606	37	24	scheduling	scheduling	NOUN
fbem-19606	37	25	of	of	ADP
fbem-19606	37	26	production	production	NOUN
fbem-19606	37	27	.	.	PUNCT
fbem-19606	38	1	these	these	DET
fbem-19606	38	2	applications	application	NOUN
fbem-19606	38	3	not	not	PART
fbem-19606	38	4	only	only	ADV
fbem-19606	38	5	improve	improve	VERB
fbem-19606	38	6	production	production	NOUN
fbem-19606	38	7	efficiency	efficiency	NOUN
fbem-19606	38	8	but	but	CCONJ
fbem-19606	38	9	also	also	ADV
fbem-19606	38	10	increase	increase	VERB
fbem-19606	38	11	production	production	NOUN
fbem-19606	38	12	quality	quality	NOUN
fbem-19606	38	13	[	[	X
fbem-19606	38	14	11	11	NUM
fbem-19606	38	15	]	]	PUNCT
fbem-19606	38	16	.	.	PUNCT
fbem-19606	39	1	li	li	PROPN
fbem-19606	39	2	yichen	yichen	PROPN
fbem-19606	39	3	pointed	point	VERB
fbem-19606	39	4	out	out	ADP
fbem-19606	39	5	that	that	SCONJ
fbem-19606	39	6	big	big	ADJ
fbem-19606	39	7	data	data	NOUN
fbem-19606	39	8	technology	technology	NOUN
fbem-19606	39	9	provides	provide	VERB
fbem-19606	39	10	logistics	logistic	NOUN
fbem-19606	39	11	enterprises	enterprise	NOUN
fbem-19606	39	12	with	with	ADP
fbem-19606	39	13	opportunities	opportunity	NOUN
fbem-19606	39	14	to	to	PART
fbem-19606	39	15	process	process	VERB
fbem-19606	39	16	complex	complex	ADJ
fbem-19606	39	17	data	datum	NOUN
fbem-19606	39	18	,	,	PUNCT
fbem-19606	39	19	optimize	optimize	VERB
fbem-19606	39	20	supply	supply	NOUN
fbem-19606	39	21	chains	chain	NOUN
fbem-19606	39	22	,	,	PUNCT
fbem-19606	39	23	improve	improve	VERB
fbem-19606	39	24	customer	customer	NOUN
fbem-19606	39	25	satisfaction	satisfaction	NOUN
fbem-19606	39	26	,	,	PUNCT
fbem-19606	39	27	and	and	CCONJ
fbem-19606	39	28	reduce	reduce	VERB
fbem-19606	39	29	operating	operating	NOUN
fbem-19606	39	30	costs	cost	NOUN
fbem-19606	39	31	[	[	X
fbem-19606	39	32	12	12	NUM
fbem-19606	39	33	]	]	PUNCT
fbem-19606	39	34	.	.	PUNCT
fbem-19606	40	1	however	however	ADV
fbem-19606	40	2	,	,	PUNCT
fbem-19606	40	3	it	it	PRON
fbem-19606	40	4	also	also	ADV
fbem-19606	40	5	poses	pose	VERB
fbem-19606	40	6	challenges	challenge	NOUN
fbem-19606	40	7	on	on	ADP
fbem-19606	40	8	how	how	SCONJ
fbem-19606	40	9	to	to	PART
fbem-19606	40	10	effectively	effectively	ADV
fbem-19606	40	11	integrate	integrate	VERB
fbem-19606	40	12	these	these	DET
fbem-19606	40	13	technologies	technology	NOUN
fbem-19606	40	14	into	into	ADP
fbem-19606	40	15	the	the	DET
fbem-19606	40	16	daily	daily	ADJ
fbem-19606	40	17	operations	operation	NOUN
fbem-19606	40	18	of	of	ADP
fbem-19606	40	19	enterprises	enterprise	NOUN
fbem-19606	40	20	.	.	PUNCT
fbem-19606	41	1	research	research	NOUN
fbem-19606	41	2	by	by	ADP
fbem-19606	41	3	tian	tian	PROPN
fbem-19606	41	4	chen	chen	PROPN
fbem-19606	41	5	and	and	CCONJ
fbem-19606	41	6	others	other	NOUN
fbem-19606	41	7	has	have	AUX
fbem-19606	41	8	shown	show	VERB
fbem-19606	41	9	that	that	SCONJ
fbem-19606	41	10	artificial	artificial	ADJ
fbem-19606	41	11	intelligence	intelligence	NOUN
fbem-19606	41	12	technology	technology	NOUN
fbem-19606	41	13	can	can	AUX
fbem-19606	41	14	significantly	significantly	ADV
fbem-19606	41	15	improve	improve	VERB
fbem-19606	41	16	delivery	delivery	NOUN
fbem-19606	41	17	efficiency	efficiency	NOUN
fbem-19606	41	18	and	and	CCONJ
fbem-19606	41	19	accuracy	accuracy	NOUN
fbem-19606	42	1	[	[	X
fbem-19606	42	2	13	13	NUM
fbem-19606	42	3	]	]	PUNCT
fbem-19606	42	4	.	.	PUNCT
fbem-19606	43	1	the	the	DET
fbem-19606	43	2	application	application	NOUN
fbem-19606	43	3	of	of	ADP
fbem-19606	43	4	this	this	DET
fbem-19606	43	5	technology	technology	NOUN
fbem-19606	43	6	can	can	AUX
fbem-19606	43	7	eliminate	eliminate	VERB
fbem-19606	43	8	information	information	NOUN
fbem-19606	43	9	silos	silo	NOUN
fbem-19606	43	10	,	,	PUNCT
fbem-19606	43	11	achieve	achieve	VERB
fbem-19606	43	12	seamless	seamless	ADJ
fbem-19606	43	13	sharing	sharing	NOUN
fbem-19606	43	14	of	of	ADP
fbem-19606	43	15	logistics	logistic	NOUN
fbem-19606	43	16	information	information	NOUN
fbem-19606	43	17	,	,	PUNCT
fbem-19606	43	18	and	and	CCONJ
fbem-19606	43	19	ensure	ensure	VERB
fbem-19606	43	20	the	the	DET
fbem-19606	43	21	smoothness	smoothness	NOUN
fbem-19606	43	22	and	and	CCONJ
fbem-19606	43	23	accuracy	accuracy	NOUN
fbem-19606	43	24	of	of	ADP
fbem-19606	43	25	information	information	NOUN
fbem-19606	43	26	flow	flow	NOUN
fbem-19606	43	27	,	,	PUNCT
fbem-19606	43	28	thereby	thereby	ADV
fbem-19606	43	29	breaking	break	VERB
fbem-19606	43	30	through	through	ADP
fbem-19606	43	31	the	the	DET
fbem-19606	43	32	limitations	limitation	NOUN
fbem-19606	43	33	of	of	ADP
fbem-19606	43	34	human	human	ADJ
fbem-19606	43	35	resources	resource	NOUN
fbem-19606	43	36	[	[	X
fbem-19606	43	37	14	14	NUM
fbem-19606	43	38	]	]	PUNCT
fbem-19606	43	39	.	.	PUNCT
fbem-19606	44	1	jinbei	jinbei	PROPN
fbem-19606	44	2	has	have	AUX
fbem-19606	44	3	confirmed	confirm	VERB
fbem-19606	44	4	that	that	SCONJ
fbem-19606	44	5	digital	digital	ADJ
fbem-19606	44	6	technology	technology	NOUN
fbem-19606	44	7	plays	play	VERB
fbem-19606	44	8	an	an	DET
fbem-19606	44	9	important	important	ADJ
fbem-19606	44	10	role	role	NOUN
fbem-19606	44	11	in	in	ADP
fbem-19606	44	12	strengthening	strengthen	VERB
fbem-19606	44	13	the	the	DET
fbem-19606	44	14	integration	integration	NOUN
fbem-19606	44	15	of	of	ADP
fbem-19606	44	16	organizational	organizational	ADJ
fbem-19606	44	17	capital	capital	NOUN
fbem-19606	44	18	and	and	CCONJ
fbem-19606	44	19	capabilities	capability	NOUN
fbem-19606	44	20	in	in	ADP
fbem-19606	44	21	enterprises	enterprise	NOUN
fbem-19606	44	22	by	by	ADP
fbem-19606	44	23	introducing	introduce	VERB
fbem-19606	44	24	the	the	DET
fbem-19606	44	25	theory	theory	NOUN
fbem-19606	44	26	of	of	ADP
fbem-19606	44	27	organizational	organizational	ADJ
fbem-19606	44	28	capital	capital	NOUN
fbem-19606	44	29	into	into	ADP
fbem-19606	44	30	analysis	analysis	NOUN
fbem-19606	44	31	[	[	X
fbem-19606	44	32	15	15	NUM
fbem-19606	44	33	]	]	PUNCT
fbem-19606	44	34	.	.	PUNCT
fbem-19606	45	1	in	in	ADP
fbem-19606	45	2	addition	addition	NOUN
fbem-19606	45	3	,	,	PUNCT
fbem-19606	45	4	shan	shan	PROPN
fbem-19606	45	5	yu	yu	PROPN
fbem-19606	45	6	et	et	PROPN
fbem-19606	45	7	al	al	PROPN
fbem-19606	45	8	.	.	PROPN
fbem-19606	45	9	proposed	propose	VERB
fbem-19606	45	10	that	that	SCONJ
fbem-19606	45	11	the	the	DET
fbem-19606	45	12	success	success	NOUN
fbem-19606	45	13	of	of	ADP
fbem-19606	45	14	digital	digital	ADJ
fbem-19606	45	15	transformation	transformation	NOUN
fbem-19606	45	16	lies	lie	VERB
fbem-19606	45	17	not	not	PART
fbem-19606	45	18	only	only	ADV
fbem-19606	45	19	in	in	ADP
fbem-19606	45	20	the	the	DET
fbem-19606	45	21	adoption	adoption	NOUN
fbem-19606	45	22	of	of	ADP
fbem-19606	45	23	technology	technology	NOUN
fbem-19606	45	24	and	and	CCONJ
fbem-19606	45	25	changes	change	NOUN
fbem-19606	45	26	in	in	ADP
fbem-19606	45	27	business	business	NOUN
fbem-19606	45	28	models	model	NOUN
fbem-19606	45	29	,	,	PUNCT
fbem-19606	45	30	but	but	CCONJ
fbem-19606	45	31	also	also	ADV
fbem-19606	45	32	in	in	ADP
fbem-19606	45	33	the	the	DET
fbem-19606	45	34	professionalism	professionalism	NOUN
fbem-19606	45	35	and	and	CCONJ
fbem-19606	45	36	cooperation	cooperation	NOUN
fbem-19606	45	37	of	of	ADP
fbem-19606	45	38	the	the	DET
fbem-19606	45	39	business	business	NOUN
fbem-19606	45	40	personnel	personnel	NOUN
fbem-19606	45	41	who	who	PRON
fbem-19606	45	42	carry	carry	VERB
fbem-19606	45	43	out	out	ADP
fbem-19606	45	44	these	these	DET
fbem-19606	45	45	changes	change	NOUN
fbem-19606	45	46	,	,	PUNCT
fbem-19606	45	47	which	which	PRON
fbem-19606	45	48	provides	provide	VERB
fbem-19606	45	49	the	the	DET
fbem-19606	45	50	possibility	possibility	NOUN
fbem-19606	45	51	to	to	PART
fbem-19606	45	52	fundamentally	fundamentally	ADV
fbem-19606	45	53	achieve	achieve	VERB
fbem-19606	45	54	change	change	NOUN
fbem-19606	45	55	from	from	ADP
fbem-19606	45	56	organizational	organizational	ADJ
fbem-19606	45	57	structure	structure	NOUN
fbem-19606	45	58	and	and	CCONJ
fbem-19606	45	59	business	business	NOUN
fbem-19606	45	60	models	model	NOUN
fbem-19606	45	61	[	[	X
fbem-19606	45	62	16	16	NUM
fbem-19606	45	63	]	]	PUNCT
fbem-19606	45	64	.	.	PUNCT
fbem-19606	46	1	kayikci	kayikci	PROPN
fbem-19606	46	2	pointed	point	VERB
fbem-19606	46	3	out	out	ADP
fbem-19606	46	4	that	that	SCONJ
fbem-19606	46	5	digital	digital	ADJ
fbem-19606	46	6	technology	technology	NOUN
fbem-19606	46	7	can	can	AUX
fbem-19606	46	8	significantly	significantly	ADV
fbem-19606	46	9	reduce	reduce	VERB
fbem-19606	46	10	logistics	logistic	NOUN
fbem-19606	46	11	costs	cost	NOUN
fbem-19606	46	12	,	,	PUNCT
fbem-19606	46	13	shorten	shorten	VERB
fbem-19606	46	14	delivery	delivery	NOUN
fbem-19606	46	15	times	time	NOUN
fbem-19606	46	16	,	,	PUNCT
fbem-19606	46	17	and	and	CCONJ
fbem-19606	46	18	simultaneously	simultaneously	ADV
fbem-19606	46	19	reduce	reduce	VERB
fbem-19606	46	20	delay	delay	NOUN
fbem-19606	46	21	risks	risk	NOUN
fbem-19606	46	22	and	and	CCONJ
fbem-19606	46	23	inventory	inventory	NOUN
fbem-19606	46	24	,	,	PUNCT
fbem-19606	46	25	enhancing	enhance	VERB
fbem-19606	46	26	the	the	DET
fbem-19606	46	27	reliability	reliability	NOUN
fbem-19606	46	28	and	and	CCONJ
fbem-19606	46	29	flexibility	flexibility	NOUN
fbem-19606	46	30	of	of	ADP
fbem-19606	46	31	the	the	DET
fbem-19606	46	32	supply	supply	NOUN
fbem-19606	46	33	chain	chain	NOUN
fbem-19606	47	1	[	[	X
fbem-19606	47	2	17	17	NUM
fbem-19606	47	3	]	]	PUNCT
fbem-19606	47	4	.	.	PUNCT
fbem-19606	48	1	in	in	ADP
fbem-19606	48	2	addition	addition	NOUN
fbem-19606	48	3	,	,	PUNCT
fbem-19606	48	4	hofmann	hofmann	PROPN
fbem-19606	48	5	and	and	CCONJ
fbem-19606	48	6	osterwalder	osterwalder	NOUN
fbem-19606	48	7	discussed	discuss	VERB
fbem-19606	48	8	the	the	DET
fbem-19606	48	9	opportunities	opportunity	NOUN
fbem-19606	48	10	that	that	PRON
fbem-19606	48	11	digital	digital	ADJ
fbem-19606	48	12	technology	technology	NOUN
fbem-19606	48	13	brings	bring	VERB
fbem-19606	48	14	to	to	ADP
fbem-19606	48	15	third	third	ADJ
fbem-19606	48	16	-	-	PUNCT
fbem-19606	48	17	party	party	NOUN
fbem-19606	48	18	logistics	logistic	NOUN
fbem-19606	48	19	companies	company	NOUN
fbem-19606	48	20	,	,	PUNCT
fbem-19606	48	21	including	include	VERB
fbem-19606	48	22	providing	provide	VERB
fbem-19606	48	23	customized	customize	VERB
fbem-19606	48	24	services	service	NOUN
fbem-19606	48	25	and	and	CCONJ
fbem-19606	48	26	cloud	cloud	NOUN
fbem-19606	48	27	logistics	logistic	NOUN
fbem-19606	48	28	services	service	NOUN
fbem-19606	48	29	[	[	X
fbem-19606	48	30	18	18	NUM
fbem-19606	48	31	]	]	PUNCT
fbem-19606	48	32	.	.	PUNCT
fbem-19606	49	1	by	by	ADP
fbem-19606	49	2	analyzing	analyze	VERB
fbem-19606	49	3	existing	exist	VERB
fbem-19606	49	4	literature	literature	NOUN
fbem-19606	49	5	,	,	PUNCT
fbem-19606	49	6	we	we	PRON
fbem-19606	49	7	can	can	AUX
fbem-19606	49	8	discover	discover	VERB
fbem-19606	49	9	the	the	DET
fbem-19606	49	10	widespread	widespread	ADJ
fbem-19606	49	11	application	application	NOUN
fbem-19606	49	12	of	of	ADP
fbem-19606	49	13	digital	digital	ADJ
fbem-19606	49	14	technologies	technology	NOUN
fbem-19606	49	15	such	such	ADJ
fbem-19606	49	16	as	as	ADP
fbem-19606	49	17	big	big	ADJ
fbem-19606	49	18	data	datum	NOUN
fbem-19606	49	19	and	and	CCONJ
fbem-19606	49	20	artificial	artificial	ADJ
fbem-19606	49	21	intelligence	intelligence	NOUN
fbem-19606	49	22	in	in	ADP
fbem-19606	49	23	various	various	ADJ
fbem-19606	49	24	aspects	aspect	NOUN
fbem-19606	49	25	of	of	ADP
fbem-19606	49	26	logistics	logistic	NOUN
fbem-19606	49	27	enterprises	enterprise	NOUN
fbem-19606	49	28	,	,	PUNCT
fbem-19606	49	29	and	and	CCONJ
fbem-19606	49	30	how	how	SCONJ
fbem-19606	49	31	these	these	DET
fbem-19606	49	32	technologies	technology	NOUN
fbem-19606	49	33	have	have	VERB
fbem-19606	49	34	a	a	DET
fbem-19606	49	35	positive	positive	ADJ
fbem-19606	49	36	impact	impact	NOUN
fbem-19606	49	37	on	on	ADP
fbem-19606	49	38	operational	operational	ADJ
fbem-19606	49	39	efficiency	efficiency	NOUN
fbem-19606	49	40	as	as	ADP
fbem-19606	49	41	advanced	advanced	ADJ
fbem-19606	49	42	production	production	NOUN
fbem-19606	49	43	factors	factor	NOUN
fbem-19606	49	44	.	.	PUNCT
fbem-19606	50	1	the	the	DET
fbem-19606	50	2	above	above	ADJ
fbem-19606	50	3	research	research	NOUN
fbem-19606	50	4	indicates	indicate	VERB
fbem-19606	50	5	that	that	SCONJ
fbem-19606	50	6	although	although	SCONJ
fbem-19606	50	7	the	the	DET
fbem-19606	50	8	direct	direct	ADJ
fbem-19606	50	9	relationship	relationship	NOUN
fbem-19606	50	10	between	between	ADP
fbem-19606	50	11	digital	digital	ADJ
fbem-19606	50	12	technology	technology	NOUN
fbem-19606	50	13	and	and	CCONJ
fbem-19606	50	14	the	the	DET
fbem-19606	50	15	operational	operational	ADJ
fbem-19606	50	16	efficiency	efficiency	NOUN
fbem-19606	50	17	of	of	ADP
fbem-19606	50	18	logistics	logistic	NOUN
fbem-19606	50	19	enterprises	enterprise	NOUN
fbem-19606	50	20	has	have	AUX
fbem-19606	50	21	not	not	PART
fbem-19606	50	22	been	be	AUX
fbem-19606	50	23	widely	widely	ADV
fbem-19606	50	24	established	establish	VERB
fbem-19606	50	25	and	and	CCONJ
fbem-19606	50	26	empirically	empirically	ADV
fbem-19606	50	27	tested	test	VERB
fbem-19606	50	28	,	,	PUNCT
fbem-19606	50	29	these	these	DET
fbem-19606	50	30	technologies	technology	NOUN
fbem-19606	50	31	have	have	AUX
fbem-19606	50	32	shown	show	VERB
fbem-19606	50	33	significant	significant	ADJ
fbem-19606	50	34	potential	potential	NOUN
fbem-19606	50	35	for	for	ADP
fbem-19606	50	36	improving	improve	VERB
fbem-19606	50	37	quality	quality	NOUN
fbem-19606	50	38	and	and	CCONJ
fbem-19606	50	39	efficiency	efficiency	NOUN
fbem-19606	50	40	in	in	ADP
fbem-19606	50	41	multiple	multiple	ADJ
fbem-19606	50	42	aspects	aspect	NOUN
fbem-19606	50	43	such	such	ADJ
fbem-19606	50	44	as	as	ADP
fbem-19606	50	45	production	production	NOUN
fbem-19606	50	46	planning	planning	NOUN
fbem-19606	50	47	,	,	PUNCT
fbem-19606	50	48	transportation	transportation	NOUN
fbem-19606	50	49	,	,	PUNCT
fbem-19606	50	50	data	datum	NOUN
fbem-19606	50	51	processing	processing	NOUN
fbem-19606	50	52	,	,	PUNCT
fbem-19606	50	53	and	and	CCONJ
fbem-19606	50	54	supply	supply	NOUN
fbem-19606	50	55	chain	chain	NOUN
fbem-19606	50	56	management	management	NOUN
fbem-19606	50	57	.	.	PUNCT
fbem-19606	51	1	however	however	ADV
fbem-19606	51	2	,	,	PUNCT
fbem-19606	51	3	there	there	PRON
fbem-19606	51	4	is	be	VERB
fbem-19606	51	5	still	still	ADV
fbem-19606	51	6	a	a	DET
fbem-19606	51	7	lack	lack	NOUN
fbem-19606	51	8	of	of	ADP
fbem-19606	51	9	quantitative	quantitative	ADJ
fbem-19606	51	10	research	research	NOUN
fbem-19606	51	11	results	result	NOUN
fbem-19606	51	12	and	and	CCONJ
fbem-19606	51	13	evidence	evidence	NOUN
fbem-19606	51	14	on	on	ADP
fbem-19606	51	15	whether	whether	SCONJ
fbem-19606	51	16	the	the	DET
fbem-19606	51	17	development	development	NOUN
fbem-19606	51	18	level	level	NOUN
fbem-19606	51	19	of	of	ADP
fbem-19606	51	20	digital	digital	ADJ
fbem-19606	51	21	technology	technology	NOUN
fbem-19606	51	22	can	can	AUX
fbem-19606	51	23	truly	truly	ADV
fbem-19606	51	24	promote	promote	VERB
fbem-19606	51	25	the	the	DET
fbem-19606	51	26	improvement	improvement	NOUN
fbem-19606	51	27	of	of	ADP
fbem-19606	51	28	operational	operational	ADJ
fbem-19606	51	29	efficiency	efficiency	NOUN
fbem-19606	51	30	in	in	ADP
fbem-19606	51	31	logistics	logistic	NOUN
fbem-19606	51	32	enterprises	enterprise	NOUN
fbem-19606	51	33	.	.	PUNCT
fbem-19606	52	1	3	3	X
fbem-19606	52	2	.	.	X
fbem-19606	52	3	evaluation	evaluation	NOUN
fbem-19606	52	4	of	of	ADP
fbem-19606	52	5	operational	operational	ADJ
fbem-19606	52	6	efficiency	efficiency	NOUN
fbem-19606	52	7	of	of	ADP
fbem-19606	52	8	logistics	logistic	NOUN
fbem-19606	52	9	enterprises	enterprise	NOUN
fbem-19606	52	10	3.1	3.1	NUM
fbem-19606	52	11	.	.	PUNCT
fbem-19606	53	1	efficiency	efficiency	NOUN
fbem-19606	53	2	evaluation	evaluation	NOUN
fbem-19606	53	3	model	model	NOUN
fbem-19606	53	4	3.1.1	3.1.1	NUM
fbem-19606	53	5	.	.	PUNCT
fbem-19606	54	1	bcc	bcc	PROPN
fbem-19606	54	2	model	model	PROPN
fbem-19606	54	3	dea	dea	PROPN
fbem-19606	54	4	is	be	AUX
fbem-19606	54	5	a	a	DET
fbem-19606	54	6	methodology	methodology	NOUN
fbem-19606	54	7	that	that	PRON
fbem-19606	54	8	uses	use	VERB
fbem-19606	54	9	technology	technology	NOUN
fbem-19606	54	10	to	to	PART
fbem-19606	54	11	measure	measure	VERB
fbem-19606	54	12	performance	performance	NOUN
fbem-19606	54	13	and	and	CCONJ
fbem-19606	54	14	a	a	DET
fbem-19606	54	15	non	non	ADJ
fbem-19606	54	16	-	-	ADJ
fbem-19606	54	17	parametric	parametric	ADJ
fbem-19606	54	18	approach	approach	NOUN
fbem-19606	54	19	to	to	ADP
fbem-19606	54	20	the	the	DET
fbem-19606	54	21	production	production	NOUN
fbem-19606	54	22	frontier	frontier	NOUN
fbem-19606	54	23	methodology	methodology	NOUN
fbem-19606	54	24	that	that	PRON
fbem-19606	54	25	can	can	AUX
fbem-19606	54	26	assess	assess	VERB
fbem-19606	54	27	the	the	DET
fbem-19606	54	28	relative	relative	ADJ
fbem-19606	54	29	efficiency	efficiency	NOUN
fbem-19606	54	30	of	of	ADP
fbem-19606	54	31	stakeholder	stakeholder	NOUN
fbem-19606	54	32	decision	decision	NOUN
fbem-19606	54	33	-	-	PUNCT
fbem-19606	54	34	making	make	VERB
fbem-19606	54	35	and	and	CCONJ
fbem-19606	54	36	policy	policy	NOUN
fbem-19606	54	37	formulation	formulation	NOUN
fbem-19606	54	38	.	.	PUNCT
fbem-19606	55	1	operational	operational	ADJ
fbem-19606	55	2	efficiency	efficiency	NOUN
fbem-19606	55	3	,	,	PUNCT
fbem-19606	55	4	on	on	ADP
fbem-19606	55	5	the	the	DET
fbem-19606	55	6	other	other	ADJ
fbem-19606	55	7	hand	hand	NOUN
fbem-19606	55	8	,	,	PUNCT
fbem-19606	55	9	can	can	AUX
fbem-19606	55	10	be	be	AUX
fbem-19606	55	11	defined	define	VERB
fbem-19606	55	12	as	as	ADP
fbem-19606	55	13	the	the	DET
fbem-19606	55	14	rate	rate	NOUN
fbem-19606	55	15	at	at	ADP
fbem-19606	55	16	which	which	PRON
fbem-19606	55	17	a	a	DET
fbem-19606	55	18	logistics	logistic	NOUN
fbem-19606	55	19	firm	firm	NOUN
fbem-19606	55	20	converts	convert	VERB
fbem-19606	55	21	various	various	ADJ
fbem-19606	55	22	inputs	input	NOUN
fbem-19606	55	23	into	into	ADP
fbem-19606	55	24	outputs	output	NOUN
fbem-19606	55	25	in	in	ADP
fbem-19606	55	26	a	a	DET
fbem-19606	55	27	given	give	VERB
fbem-19606	55	28	time	time	NOUN
fbem-19606	55	29	period	period	NOUN
fbem-19606	55	30	,	,	PUNCT
fbem-19606	55	31	which	which	PRON
fbem-19606	55	32	means	mean	VERB
fbem-19606	55	33	that	that	SCONJ
fbem-19606	55	34	logistics	logistic	NOUN
fbem-19606	55	35	firms	firm	NOUN
fbem-19606	55	36	can	can	AUX
fbem-19606	55	37	improve	improve	VERB
fbem-19606	55	38	efficiency	efficiency	NOUN
fbem-19606	55	39	by	by	ADP
fbem-19606	55	40	optimizing	optimize	VERB
fbem-19606	55	41	the	the	DET
fbem-19606	55	42	proportionality	proportionality	NOUN
fbem-19606	55	43	of	of	ADP
fbem-19606	55	44	inputs	input	NOUN
fbem-19606	55	45	to	to	ADP
fbem-19606	55	46	outputs	output	NOUN
fbem-19606	55	47	in	in	ADP
fbem-19606	55	48	their	their	PRON
fbem-19606	55	49	operations	operation	NOUN
fbem-19606	55	50	.	.	PUNCT
fbem-19606	56	1	generally	generally	ADV
fbem-19606	56	2	speaking	speak	VERB
fbem-19606	56	3	,	,	PUNCT
fbem-19606	56	4	the	the	PRON
fbem-19606	56	5	lower	low	ADJ
fbem-19606	56	6	the	the	DET
fbem-19606	56	7	inputs	input	NOUN
fbem-19606	56	8	,	,	PUNCT
fbem-19606	56	9	the	the	PRON
fbem-19606	56	10	higher	high	ADJ
fbem-19606	56	11	the	the	DET
fbem-19606	56	12	operational	operational	ADJ
fbem-19606	56	13	efficiency	efficiency	NOUN
fbem-19606	56	14	;	;	PUNCT
fbem-19606	56	15	and	and	CCONJ
fbem-19606	56	16	the	the	PRON
fbem-19606	56	17	more	more	ADV
fbem-19606	56	18	the	the	DET
fbem-19606	56	19	outputs	output	NOUN
fbem-19606	56	20	,	,	PUNCT
fbem-19606	56	21	the	the	DET
fbem-19606	56	22	higher	high	ADJ
fbem-19606	56	23	129	129	NUM
fbem-19606	56	24	the	the	DET
fbem-19606	56	25	operational	operational	ADJ
fbem-19606	56	26	efficiency	efficiency	NOUN
fbem-19606	56	27	.	.	PUNCT
fbem-19606	57	1	therefore	therefore	ADV
fbem-19606	57	2	,	,	PUNCT
fbem-19606	57	3	logistics	logistic	NOUN
fbem-19606	57	4	companies	company	NOUN
fbem-19606	57	5	can	can	AUX
fbem-19606	57	6	improve	improve	VERB
fbem-19606	57	7	operational	operational	ADJ
fbem-19606	57	8	efficiency	efficiency	NOUN
fbem-19606	57	9	and	and	CCONJ
fbem-19606	57	10	achieve	achieve	VERB
fbem-19606	57	11	higher	high	ADJ
fbem-19606	57	12	performance	performance	NOUN
fbem-19606	57	13	levels	level	NOUN
fbem-19606	57	14	by	by	ADP
fbem-19606	57	15	reducing	reduce	VERB
fbem-19606	57	16	inputs	input	NOUN
fbem-19606	57	17	or	or	CCONJ
fbem-19606	57	18	increasing	increase	VERB
fbem-19606	57	19	outputs	output	NOUN
fbem-19606	57	20	.	.	PUNCT
fbem-19606	58	1	among	among	ADP
fbem-19606	58	2	many	many	ADJ
fbem-19606	58	3	dea	dea	NOUN
fbem-19606	58	4	models	model	NOUN
fbem-19606	58	5	,	,	PUNCT
fbem-19606	58	6	ccr	ccr	PROPN
fbem-19606	59	1	[	[	X
fbem-19606	59	2	19	19	NUM
fbem-19606	59	3	]	]	PUNCT
fbem-19606	59	4	and	and	CCONJ
fbem-19606	59	5	bcc	bcc	PROPN
fbem-19606	59	6	[	[	X
fbem-19606	59	7	20	20	NUM
fbem-19606	59	8	]	]	PUNCT
fbem-19606	59	9	models	model	NOUN
fbem-19606	59	10	are	be	AUX
fbem-19606	59	11	two	two	NUM
fbem-19606	59	12	of	of	ADP
fbem-19606	59	13	the	the	DET
fbem-19606	59	14	most	most	ADV
fbem-19606	59	15	classic	classic	ADJ
fbem-19606	59	16	and	and	CCONJ
fbem-19606	59	17	commonly	commonly	ADV
fbem-19606	59	18	used	use	VERB
fbem-19606	59	19	approaches	approach	NOUN
fbem-19606	59	20	.	.	PUNCT
fbem-19606	60	1	the	the	DET
fbem-19606	60	2	ccr	ccr	PROPN
fbem-19606	60	3	model	model	NOUN
fbem-19606	60	4	assumes	assume	VERB
fbem-19606	60	5	that	that	SCONJ
fbem-19606	60	6	the	the	DET
fbem-19606	60	7	reward	reward	NOUN
fbem-19606	60	8	per	per	ADP
fbem-19606	60	9	unit	unit	NOUN
fbem-19606	60	10	of	of	ADP
fbem-19606	60	11	scale	scale	NOUN
fbem-19606	60	12	is	be	AUX
fbem-19606	60	13	constant	constant	ADJ
fbem-19606	60	14	,	,	PUNCT
fbem-19606	60	15	but	but	CCONJ
fbem-19606	60	16	there	there	PRON
fbem-19606	60	17	are	be	VERB
fbem-19606	60	18	inconsistencies	inconsistency	NOUN
fbem-19606	60	19	with	with	ADP
fbem-19606	60	20	the	the	DET
fbem-19606	60	21	actual	actual	ADJ
fbem-19606	60	22	situation	situation	NOUN
fbem-19606	60	23	;	;	PUNCT
fbem-19606	60	24	while	while	SCONJ
fbem-19606	60	25	the	the	DET
fbem-19606	60	26	bcc	bcc	PROPN
fbem-19606	60	27	model	model	NOUN
fbem-19606	60	28	assumes	assume	VERB
fbem-19606	60	29	that	that	SCONJ
fbem-19606	60	30	the	the	DET
fbem-19606	60	31	reward	reward	NOUN
fbem-19606	60	32	per	per	ADP
fbem-19606	60	33	unit	unit	NOUN
fbem-19606	60	34	of	of	ADP
fbem-19606	60	35	scale	scale	NOUN
fbem-19606	60	36	is	be	AUX
fbem-19606	60	37	variable	variable	ADJ
fbem-19606	60	38	.	.	PUNCT
fbem-19606	61	1	in	in	ADP
fbem-19606	61	2	short	short	ADJ
fbem-19606	61	3	,	,	PUNCT
fbem-19606	61	4	the	the	DET
fbem-19606	61	5	bcc	bcc	PROPN
fbem-19606	61	6	model	model	NOUN
fbem-19606	61	7	is	be	AUX
fbem-19606	61	8	a	a	DET
fbem-19606	61	9	commonly	commonly	ADV
fbem-19606	61	10	used	use	VERB
fbem-19606	61	11	method	method	NOUN
fbem-19606	61	12	to	to	PART
fbem-19606	61	13	measure	measure	VERB
fbem-19606	61	14	the	the	DET
fbem-19606	61	15	technical	technical	ADJ
fbem-19606	61	16	efficiency	efficiency	NOUN
fbem-19606	61	17	of	of	ADP
fbem-19606	61	18	production	production	NOUN
fbem-19606	61	19	units	unit	NOUN
fbem-19606	61	20	,	,	PUNCT
fbem-19606	61	21	which	which	PRON
fbem-19606	61	22	is	be	AUX
fbem-19606	61	23	more	more	ADV
fbem-19606	61	24	flexible	flexible	ADJ
fbem-19606	61	25	than	than	ADP
fbem-19606	61	26	the	the	DET
fbem-19606	61	27	ccr	ccr	PROPN
fbem-19606	61	28	model	model	NOUN
fbem-19606	61	29	and	and	CCONJ
fbem-19606	61	30	can	can	AUX
fbem-19606	61	31	portray	portray	VERB
fbem-19606	61	32	technical	technical	ADJ
fbem-19606	61	33	efficiency	efficiency	NOUN
fbem-19606	61	34	in	in	ADP
fbem-19606	61	35	a	a	DET
fbem-19606	61	36	more	more	ADV
fbem-19606	61	37	refined	refined	ADJ
fbem-19606	61	38	way	way	NOUN
fbem-19606	61	39	.	.	PUNCT
fbem-19606	62	1	with	with	ADP
fbem-19606	62	2	the	the	DET
fbem-19606	62	3	bcc	bcc	PROPN
fbem-19606	62	4	model	model	NOUN
fbem-19606	62	5	,	,	PUNCT
fbem-19606	62	6	the	the	DET
fbem-19606	62	7	pure	pure	ADJ
fbem-19606	62	8	scale	scale	NOUN
fbem-19606	62	9	efficiency	efficiency	NOUN
fbem-19606	62	10	of	of	ADP
fbem-19606	62	11	decision	decision	NOUN
fbem-19606	62	12	-	-	PUNCT
fbem-19606	62	13	making	make	VERB
fbem-19606	62	14	units	unit	NOUN
fbem-19606	62	15	can	can	AUX
fbem-19606	62	16	be	be	AUX
fbem-19606	62	17	derived	derive	VERB
fbem-19606	62	18	,	,	PUNCT
fbem-19606	62	19	and	and	CCONJ
fbem-19606	62	20	this	this	DET
fbem-19606	62	21	method	method	NOUN
fbem-19606	62	22	is	be	AUX
fbem-19606	62	23	suitable	suitable	ADJ
fbem-19606	62	24	for	for	ADP
fbem-19606	62	25	evaluating	evaluate	VERB
fbem-19606	62	26	the	the	DET
fbem-19606	62	27	efficiency	efficiency	NOUN
fbem-19606	62	28	of	of	ADP
fbem-19606	62	29	listed	list	VERB
fbem-19606	62	30	logistics	logistic	NOUN
fbem-19606	62	31	companies	company	NOUN
fbem-19606	62	32	.	.	PUNCT
fbem-19606	63	1	3.1.2	3.1.2	X
fbem-19606	63	2	.	.	PUNCT
fbem-19606	63	3	malmquist	malmquist	NOUN
fbem-19606	63	4	exponential	exponential	NOUN
fbem-19606	63	5	modeling	modeling	NOUN
fbem-19606	63	6	in	in	ADP
fbem-19606	63	7	1994	1994	NUM
fbem-19606	63	8	,	,	PUNCT
fbem-19606	63	9	fare	fare	VERB
fbem-19606	63	10	et	et	PROPN
fbem-19606	63	11	al	al	PROPN
fbem-19606	64	1	[	[	X
fbem-19606	64	2	21	21	NUM
fbem-19606	64	3	]	]	PUNCT
fbem-19606	64	4	,	,	PUNCT
fbem-19606	64	5	based	base	VERB
fbem-19606	64	6	on	on	ADP
fbem-19606	64	7	cave	cave	NOUN
fbem-19606	64	8	,	,	PUNCT
fbem-19606	64	9	proposed	propose	VERB
fbem-19606	64	10	a	a	DET
fbem-19606	64	11	measurable	measurable	ADJ
fbem-19606	64	12	productivity	productivity	NOUN
fbem-19606	64	13	change	change	NOUN
fbem-19606	64	14	index	index	NOUN
fbem-19606	64	15	malmquist	malmquist	NOUN
fbem-19606	64	16	model	model	PROPN
fbem-19606	64	17	,	,	PUNCT
fbem-19606	64	18	which	which	PRON
fbem-19606	64	19	is	be	AUX
fbem-19606	64	20	an	an	DET
fbem-19606	64	21	efficiency	efficiency	NOUN
fbem-19606	64	22	evaluation	evaluation	NOUN
fbem-19606	64	23	method	method	NOUN
fbem-19606	64	24	based	base	VERB
fbem-19606	64	25	on	on	ADP
fbem-19606	64	26	data	datum	NOUN
fbem-19606	64	27	envelopment	envelopment	ADJ
fbem-19606	64	28	analysis	analysis	NOUN
fbem-19606	64	29	(	(	PUNCT
fbem-19606	64	30	dea	dea	NOUN
fbem-19606	64	31	)	)	PUNCT
fbem-19606	64	32	to	to	PART
fbem-19606	64	33	measure	measure	VERB
fbem-19606	64	34	the	the	DET
fbem-19606	64	35	efficiency	efficiency	NOUN
fbem-19606	64	36	change	change	NOUN
fbem-19606	64	37	of	of	ADP
fbem-19606	64	38	decision	decision	NOUN
fbem-19606	64	39	-	-	PUNCT
fbem-19606	64	40	making	make	VERB
fbem-19606	64	41	units	unit	NOUN
fbem-19606	64	42	(	(	PUNCT
fbem-19606	64	43	dmus	dmus	PROPN
fbem-19606	64	44	)	)	PUNCT
fbem-19606	64	45	and	and	CCONJ
fbem-19606	64	46	the	the	DET
fbem-19606	64	47	overall	overall	ADJ
fbem-19606	64	48	efficiency	efficiency	NOUN
fbem-19606	64	49	change	change	NOUN
fbem-19606	64	50	from	from	ADP
fbem-19606	64	51	a	a	DET
fbem-19606	64	52	dynamic	dynamic	ADJ
fbem-19606	64	53	perspective	perspective	NOUN
fbem-19606	64	54	.	.	PUNCT
fbem-19606	65	1	it	it	PRON
fbem-19606	65	2	combines	combine	VERB
fbem-19606	65	3	the	the	DET
fbem-19606	65	4	concepts	concept	NOUN
fbem-19606	65	5	of	of	ADP
fbem-19606	65	6	the	the	DET
fbem-19606	65	7	dea	dea	PROPN
fbem-19606	65	8	model	model	NOUN
fbem-19606	65	9	and	and	CCONJ
fbem-19606	65	10	the	the	DET
fbem-19606	65	11	malmquist	malmquist	PROPN
fbem-19606	65	12	index	index	NOUN
fbem-19606	65	13	and	and	CCONJ
fbem-19606	65	14	aims	aim	VERB
fbem-19606	65	15	to	to	PART
fbem-19606	65	16	analyze	analyze	VERB
fbem-19606	65	17	the	the	DET
fbem-19606	65	18	efficiency	efficiency	NOUN
fbem-19606	65	19	changes	change	NOUN
fbem-19606	65	20	and	and	CCONJ
fbem-19606	65	21	technical	technical	ADJ
fbem-19606	65	22	progress	progress	NOUN
fbem-19606	65	23	of	of	ADP
fbem-19606	65	24	dmus	dmus	NOUN
fbem-19606	65	25	at	at	ADP
fbem-19606	65	26	two	two	NUM
fbem-19606	65	27	points	point	NOUN
fbem-19606	65	28	in	in	ADP
fbem-19606	65	29	time	time	NOUN
fbem-19606	65	30	(	(	PUNCT
fbem-19606	65	31	usually	usually	ADV
fbem-19606	65	32	two	two	NUM
fbem-19606	65	33	different	different	ADJ
fbem-19606	65	34	time	time	NOUN
fbem-19606	65	35	periods	period	NOUN
fbem-19606	65	36	)	)	PUNCT
fbem-19606	65	37	.	.	PUNCT
fbem-19606	66	1	the	the	DET
fbem-19606	66	2	malmquist	malmquist	PROPN
fbem-19606	66	3	index	index	PROPN
fbem-19606	66	4	measurement	measurement	NOUN
fbem-19606	66	5	model	model	NOUN
fbem-19606	66	6	from	from	ADP
fbem-19606	66	7	period	period	NOUN
fbem-19606	66	8	t	t	PROPN
fbem-19606	66	9	to	to	PART
fbem-19606	66	10	period	period	VERB
fbem-19606	66	11	t+1	t+1	PRON
fbem-19606	66	12	is	be	AUX
fbem-19606	66	13	as	as	SCONJ
fbem-19606	66	14	follows	follow	VERB
fbem-19606	66	15	:	:	PUNCT
fbem-19606	67	1	𝑻𝒇𝑷𝒉	𝑻𝒇𝑷𝒉	PROPN
fbem-19606	67	2	𝑴	𝑴	PROPN
fbem-19606	67	3	𝑿𝒕	𝑿𝒕	PROPN
fbem-19606	67	4	,	,	PUNCT
fbem-19606	67	5	𝒀𝒕	𝒀𝒕	PROPN
fbem-19606	67	6	𝑫𝒕	𝑫𝒕	PROPN
fbem-19606	67	7	𝟏（𝒙𝒕	𝟏（𝒙𝒕	NOUN
fbem-19606	68	1	𝟏,𝒚𝒕	𝟏,𝒚𝒕	CCONJ
fbem-19606	68	2	𝟏	𝟏	NUM
fbem-19606	68	3	）	）	X
fbem-19606	68	4	𝑫𝒕	𝑫𝒕	NOUN
fbem-19606	68	5	𝒙𝒕,𝒚𝒕	𝒙𝒕,𝒚𝒕	NOUN
fbem-19606	68	6	∗	∗	NOUN
fbem-19606	68	7	𝑫𝒕（𝒙𝒕	𝑫𝒕（𝒙𝒕	NOUN
fbem-19606	69	1	𝟏,𝒚𝒕	𝟏,𝒚𝒕	ADJ
fbem-19606	69	2	𝟏	𝟏	NUM
fbem-19606	69	3	）	）	X
fbem-19606	69	4	𝑫𝒕	𝑫𝒕	NOUN
fbem-19606	69	5	𝒙𝒕,𝒚𝒕	𝒙𝒕,𝒚𝒕	NOUN
fbem-19606	69	6	∗	∗	NUM
fbem-19606	69	7	𝑫𝒕	𝑫𝒕	PROPN
fbem-19606	69	8	𝟏（𝒙𝒕	𝟏（𝒙𝒕	NOUN
fbem-19606	69	9	𝟏,𝒚𝒕	𝟏,𝒚𝒕	CCONJ
fbem-19606	69	10	𝟏	𝟏	NUM
fbem-19606	69	11	）	）	SYM
fbem-19606	69	12	𝑫𝒕	𝑫𝒕	NOUN
fbem-19606	69	13	𝟏	𝟏	NUM
fbem-19606	69	14	𝒙𝒕,𝒚𝒕	𝒙𝒕,𝒚𝒕	NOUN
fbem-19606	69	15	1/2	1/2	NUM
fbem-19606	69	16	(	(	PUNCT
fbem-19606	69	17	1	1	NUM
fbem-19606	69	18	)	)	PUNCT
fbem-19606	69	19	3.2	3.2	NUM
fbem-19606	69	20	.	.	PUNCT
fbem-19606	70	1	input	input	NOUN
fbem-19606	70	2	-	-	PUNCT
fbem-19606	70	3	output	output	NOUN
fbem-19606	70	4	indicator	indicator	NOUN
fbem-19606	70	5	system	system	NOUN
fbem-19606	70	6	3.2.1	3.2.1	NUM
fbem-19606	70	7	.	.	PUNCT
fbem-19606	71	1	sample	sample	NOUN
fbem-19606	71	2	data	datum	NOUN
fbem-19606	71	3	the	the	DET
fbem-19606	71	4	sample	sample	NOUN
fbem-19606	71	5	is	be	AUX
fbem-19606	71	6	selected	select	VERB
fbem-19606	71	7	based	base	VERB
fbem-19606	71	8	on	on	ADP
fbem-19606	71	9	the	the	DET
fbem-19606	71	10	"	"	PUNCT
fbem-19606	71	11	transportation	transportation	NOUN
fbem-19606	71	12	,	,	PUNCT
fbem-19606	71	13	storage	storage	NOUN
fbem-19606	71	14	and	and	CCONJ
fbem-19606	71	15	postal	postal	ADJ
fbem-19606	71	16	industry	industry	NOUN
fbem-19606	71	17	"	"	PUNCT
fbem-19606	71	18	defined	define	VERB
fbem-19606	71	19	by	by	ADP
fbem-19606	71	20	the	the	DET
fbem-19606	71	21	2012	2012	NUM
fbem-19606	71	22	version	version	NOUN
fbem-19606	71	23	of	of	ADP
fbem-19606	71	24	the	the	DET
fbem-19606	71	25	industry	industry	NOUN
fbem-19606	71	26	classification	classification	NOUN
fbem-19606	71	27	of	of	ADP
fbem-19606	71	28	the	the	DET
fbem-19606	71	29	securities	security	NOUN
fbem-19606	71	30	and	and	CCONJ
fbem-19606	71	31	futures	future	NOUN
fbem-19606	71	32	commission	commission	PROPN
fbem-19606	71	33	(	(	PUNCT
fbem-19606	71	34	sfc	sfc	NOUN
fbem-19606	71	35	)	)	PUNCT
fbem-19606	71	36	.	.	PUNCT
fbem-19606	72	1	as	as	ADP
fbem-19606	72	2	of	of	ADP
fbem-19606	72	3	december	december	PROPN
fbem-19606	72	4	2021	2021	NUM
fbem-19606	72	5	,	,	PUNCT
fbem-19606	72	6	there	there	PRON
fbem-19606	72	7	are	be	VERB
fbem-19606	72	8	117	117	NUM
fbem-19606	72	9	ashare	ashare	NOUN
fbem-19606	72	10	logistics	logistic	NOUN
fbem-19606	72	11	companies	company	NOUN
fbem-19606	72	12	listed	list	VERB
fbem-19606	72	13	in	in	ADP
fbem-19606	72	14	shanghai	shanghai	PROPN
fbem-19606	72	15	and	and	CCONJ
fbem-19606	72	16	shenzhen	shenzhen	PROPN
fbem-19606	72	17	.	.	PUNCT
fbem-19606	73	1	in	in	ADP
fbem-19606	73	2	order	order	NOUN
fbem-19606	73	3	to	to	PART
fbem-19606	73	4	ensure	ensure	VERB
fbem-19606	73	5	the	the	DET
fbem-19606	73	6	reliability	reliability	NOUN
fbem-19606	73	7	of	of	ADP
fbem-19606	73	8	the	the	DET
fbem-19606	73	9	research	research	NOUN
fbem-19606	73	10	results	result	NOUN
fbem-19606	73	11	,	,	PUNCT
fbem-19606	73	12	the	the	DET
fbem-19606	73	13	companies	company	NOUN
fbem-19606	73	14	with	with	ADP
fbem-19606	73	15	abnormal	abnormal	ADJ
fbem-19606	73	16	financial	financial	ADJ
fbem-19606	73	17	status	status	NOUN
fbem-19606	73	18	such	such	ADJ
fbem-19606	73	19	as	as	ADP
fbem-19606	73	20	gearing	gear	VERB
fbem-19606	73	21	ratio	ratio	NOUN
fbem-19606	73	22	less	less	ADJ
fbem-19606	73	23	than	than	ADP
fbem-19606	73	24	1	1	NUM
fbem-19606	73	25	,	,	PUNCT
fbem-19606	73	26	st	st	PROPN
fbem-19606	73	27	,	,	PUNCT
fbem-19606	73	28	sst	sst	PROPN
fbem-19606	73	29	,	,	PUNCT
fbem-19606	73	30	etc	etc	X
fbem-19606	73	31	.	.	X
fbem-19606	73	32	and	and	CCONJ
fbem-19606	73	33	the	the	DET
fbem-19606	73	34	companies	company	NOUN
fbem-19606	73	35	with	with	ADP
fbem-19606	73	36	missing	miss	VERB
fbem-19606	73	37	yearly	yearly	ADJ
fbem-19606	73	38	data	datum	NOUN
fbem-19606	73	39	are	be	AUX
fbem-19606	73	40	excluded	exclude	VERB
fbem-19606	73	41	,	,	PUNCT
fbem-19606	73	42	and	and	CCONJ
fbem-19606	73	43	finally	finally	ADV
fbem-19606	73	44	48	48	NUM
fbem-19606	73	45	listed	list	VERB
fbem-19606	73	46	logistics	logistic	NOUN
fbem-19606	73	47	companies	company	NOUN
fbem-19606	73	48	are	be	AUX
fbem-19606	73	49	selected	select	VERB
fbem-19606	73	50	as	as	ADP
fbem-19606	73	51	samples	sample	NOUN
fbem-19606	73	52	,	,	PUNCT
fbem-19606	73	53	and	and	CCONJ
fbem-19606	73	54	the	the	DET
fbem-19606	73	55	data	datum	NOUN
fbem-19606	73	56	used	use	VERB
fbem-19606	73	57	are	be	AUX
fbem-19606	73	58	all	all	PRON
fbem-19606	73	59	from	from	ADP
fbem-19606	73	60	csmar	csmar	PROPN
fbem-19606	73	61	database	database	NOUN
fbem-19606	73	62	,	,	PUNCT
fbem-19606	73	63	as	as	SCONJ
fbem-19606	73	64	shown	show	VERB
fbem-19606	73	65	in	in	ADP
fbem-19606	73	66	table	table	NOUN
fbem-19606	74	1	1	1	NUM
fbem-19606	74	2	.	.	PUNCT
fbem-19606	74	3	table	table	NOUN
fbem-19606	75	1	1	1	NUM
fbem-19606	75	2	.	.	PUNCT
fbem-19606	75	3	stock	stock	NOUN
fbem-19606	75	4	code	code	PROPN
fbem-19606	75	5	and	and	CCONJ
fbem-19606	75	6	name	name	NOUN
fbem-19606	75	7	of	of	ADP
fbem-19606	75	8	sampled	sample	VERB
fbem-19606	75	9	enterprises	enterprise	NOUN
fbem-19606	75	10	stock	stock	NOUN
fbem-19606	75	11	code	code	NOUN
fbem-19606	75	12	enterprise	enterprise	NOUN
fbem-19606	75	13	name	name	NOUN
fbem-19606	75	14	stock	stock	NOUN
fbem-19606	75	15	code	code	NOUN
fbem-19606	75	16	enterprise	enterprise	NOUN
fbem-19606	75	17	name	name	NOUN
fbem-19606	75	18	000088	000088	NUM
fbem-19606	75	19	yantian	yantian	ADJ
fbem-19606	75	20	port	port	NOUN
fbem-19606	75	21	600106	600106	NUM
fbem-19606	75	22	chongqing	chongqing	NOUN
fbem-19606	75	23	road	road	NOUN
fbem-19606	75	24	and	and	CCONJ
fbem-19606	75	25	bridge	bridge	NOUN
fbem-19606	75	26	000089	000089	NUM
fbem-19606	75	27	citic	citic	PROPN
fbem-19606	75	28	hai	hai	PROPN
fbem-19606	75	29	direct	direct	ADJ
fbem-19606	75	30	600125	600125	NUM
fbem-19606	75	31	tielong	tielong	PROPN
fbem-19606	75	32	logistics	logistic	NOUN
fbem-19606	75	33	000090	000090	NUM
fbem-19606	75	34	guangdong	guangdong	PROPN
fbem-19606	75	35	expressway	expressway	PROPN
fbem-19606	75	36	a	a	DET
fbem-19606	75	37	600190	600190	NUM
fbem-19606	75	38	jinzhou	jinzhou	ADJ
fbem-19606	75	39	hong	hong	PROPN
fbem-19606	75	40	kong	kong	PROPN
fbem-19606	75	41	stocks	stock	NOUN
fbem-19606	75	42	000091	000091	NUM
fbem-19606	75	43	zhuhai	zhuhai	PROPN
fbem-19606	75	44	port	port	PROPN
fbem-19606	75	45	600233	600233	NUM
fbem-19606	75	46	yuantong	yuantong	PROPN
fbem-19606	75	47	express	express	VERB
fbem-19606	75	48	000092	000092	NUM
fbem-19606	75	49	hunan	hunan	PROPN
fbem-19606	75	50	investment	investment	NOUN
fbem-19606	75	51	600269	600269	NUM
fbem-19606	75	52	ganyue	ganyue	NOUN
fbem-19606	75	53	expressway	expressway	NOUN
fbem-19606	75	54	000093	000093	NUM
fbem-19606	75	55	beibu	beibu	PROPN
fbem-19606	75	56	gulf	gulf	PROPN
fbem-19606	75	57	port	port	PROPN
fbem-19606	75	58	600279	600279	NUM
fbem-19606	75	59	chongqing	chongqing	PROPN
fbem-19606	75	60	harbor	harbor	NOUN
fbem-19606	75	61	000094	000094	NUM
fbem-19606	76	1	dongguan	dongguan	PROPN
fbem-19606	76	2	holdings	holding	NOUN
fbem-19606	76	3	600350	600350	NUM
fbem-19606	76	4	shandong	shandong	PROPN
fbem-19606	76	5	expressway	expressway	PROPN
fbem-19606	76	6	000095	000095	NUM
fbem-19606	76	7	urban	urban	PROPN
fbem-19606	76	8	development	development	PROPN
fbem-19606	76	9	environment	environment	PROPN
fbem-19606	76	10	600377	600377	NUM
fbem-19606	76	11	ninghu	ninghu	PROPN
fbem-19606	76	12	expressway	expressway	NOUN
fbem-19606	76	13	000096	000096	NUM
fbem-19606	76	14	modern	modern	ADJ
fbem-19606	76	15	investment	investment	NOUN
fbem-19606	76	16	600428	600428	NUM
fbem-19606	76	17	cosco	cosco	PROPN
fbem-19606	76	18	hai	hai	PROPN
fbem-19606	76	19	te	te	PROPN
fbem-19606	76	20	000097	000097	NUM
fbem-19606	76	21	xiamen	xiamen	PROPN
fbem-19606	76	22	port	port	PROPN
fbem-19606	76	23	affairs	affair	NOUN
fbem-19606	76	24	600548	600548	NUM
fbem-19606	76	25	shenzhen	shenzhen	PROPN
fbem-19606	76	26	expressway	expressway	PROPN
fbem-19606	76	27	002040	002040	NUM
fbem-19606	76	28	port	port	NOUN
fbem-19606	76	29	of	of	ADP
fbem-19606	76	30	nanjing	nanjing	PROPN
fbem-19606	76	31	600611	600611	NUM
fbem-19606	76	32	mass	mass	NOUN
fbem-19606	76	33	transportation	transportation	NOUN
fbem-19606	76	34	002041	002041	NUM
fbem-19606	76	35	yunda	yunda	NOUN
fbem-19606	76	36	shares	share	VERB
fbem-19606	76	37	600650	600650	NUM
fbem-19606	76	38	jinjiang	jinjiang	PROPN
fbem-19606	76	39	online	online	PROPN
fbem-19606	76	40	002042	002042	NUM
fbem-19606	76	41	strait	strait	PROPN
fbem-19606	76	42	corporation	corporation	NOUN
fbem-19606	76	43	600662	600662	NUM
fbem-19606	76	44	foreign	foreign	ADJ
fbem-19606	76	45	service	service	NOUN
fbem-19606	76	46	holdings	holding	NOUN
fbem-19606	76	47	002043	002043	NUM
fbem-19606	76	48	sf	sf	PROPN
fbem-19606	76	49	holdings	holding	NOUN
fbem-19606	76	50	600717	600717	NUM
fbem-19606	76	51	tianjin	tianjin	NOUN
fbem-19606	76	52	port	port	NOUN
fbem-19606	76	53	stocks	stock	NOUN
fbem-19606	76	54	002044	002044	NUM
fbem-19606	76	55	fulin	fulin	PROPN
fbem-19606	76	56	transportation	transportation	NOUN
fbem-19606	76	57	industry	industry	NOUN
fbem-19606	76	58	600787	600787	NUM
fbem-19606	76	59	zhongchu	zhongchu	PROPN
fbem-19606	76	60	shares	share	NOUN
fbem-19606	76	61	002045	002045	NUM
fbem-19606	76	62	hengji	hengji	PROPN
fbem-19606	76	63	daxin	daxin	NOUN
fbem-19606	76	64	600897	600897	NUM
fbem-19606	77	1	xiamen	xiamen	PROPN
fbem-19606	77	2	airport	airport	PROPN
fbem-19606	77	3	002046	002046	NUM
fbem-19606	77	4	three	three	NUM
fbem-19606	77	5	gorges	gorge	NOUN
fbem-19606	77	6	tourism	tourism	NOUN
fbem-19606	77	7	601000	601000	NUM
fbem-19606	77	8	tangshan	tangshan	PROPN
fbem-19606	77	9	port	port	NOUN
fbem-19606	77	10	collection	collection	NOUN
fbem-19606	77	11	300240	300240	NUM
fbem-19606	77	12	freda	freda	PROPN
fbem-19606	77	13	601006	601006	NUM
fbem-19606	77	14	daqin	daqin	ADJ
fbem-19606	77	15	railway	railway	NOUN
fbem-19606	77	16	600012	600012	NUM
fbem-19606	77	17	wantong	wantong	NOUN
fbem-19606	77	18	expressway	expressway	NOUN
fbem-19606	77	19	601008	601008	NUM
fbem-19606	77	20	lianyungang	lianyungang	VERB
fbem-19606	77	21	600017	600017	NUM
fbem-19606	77	22	rizhao	rizhao	PROPN
fbem-19606	77	23	port	port	NOUN
fbem-19606	77	24	601018	601018	NUM
fbem-19606	77	25	ningbo	ningbo	PROPN
fbem-19606	77	26	port	port	PROPN
fbem-19606	77	27	600018	600018	NUM
fbem-19606	77	28	shanggang	shanggang	PROPN
fbem-19606	77	29	group	group	NOUN
fbem-19606	77	30	601107	601107	NUM
fbem-19606	77	31	chengdu	chengdu	PROPN
fbem-19606	77	32	and	and	CCONJ
fbem-19606	77	33	chongqing	chongqing	PROPN
fbem-19606	77	34	600020	600020	NUM
fbem-19606	77	35	zhongyuan	zhongyuan	PROPN
fbem-19606	77	36	expressway	expressway	PROPN
fbem-19606	77	37	601188	601188	NUM
fbem-19606	77	38	longjiang	longjiang	PROPN
fbem-19606	77	39	transportation	transportation	PROPN
fbem-19606	77	40	600033	600033	NUM
fbem-19606	77	41	fujian	fujian	ADJ
fbem-19606	77	42	expressway	expressway	NOUN
fbem-19606	77	43	601518	601518	NUM
fbem-19606	77	44	jilin	jilin	PROPN
fbem-19606	77	45	expressway	expressway	PROPN
fbem-19606	77	46	600035	600035	NUM
fbem-19606	77	47	chutian	chutian	ADJ
fbem-19606	77	48	transportation	transportation	NOUN
fbem-19606	77	49	601880	601880	NUM
fbem-19606	77	50	liaogang	liaogang	PROPN
fbem-19606	77	51	stock	stock	PROPN
fbem-19606	77	52	3.2.2	3.2.2	NUM
fbem-19606	77	53	.	.	PUNCT
fbem-19606	78	1	indicator	indicator	NOUN
fbem-19606	78	2	selection	selection	NOUN
fbem-19606	78	3	in	in	ADP
fbem-19606	78	4	the	the	DET
fbem-19606	78	5	context	context	NOUN
fbem-19606	78	6	of	of	ADP
fbem-19606	78	7	digitalization	digitalization	NOUN
fbem-19606	78	8	,	,	PUNCT
fbem-19606	78	9	the	the	DET
fbem-19606	78	10	operation	operation	NOUN
fbem-19606	78	11	of	of	ADP
fbem-19606	78	12	logistics	logistic	NOUN
fbem-19606	78	13	enterprises	enterprise	NOUN
fbem-19606	78	14	covers	cover	VERB
fbem-19606	78	15	various	various	ADJ
fbem-19606	78	16	logistics	logistic	NOUN
fbem-19606	78	17	activities	activity	NOUN
fbem-19606	78	18	such	such	ADJ
fbem-19606	78	19	as	as	ADP
fbem-19606	78	20	transportation	transportation	NOUN
fbem-19606	78	21	,	,	PUNCT
fbem-19606	78	22	warehousing	warehousing	NOUN
fbem-19606	78	23	,	,	PUNCT
fbem-19606	78	24	distribution	distribution	NOUN
fbem-19606	78	25	,	,	PUNCT
fbem-19606	78	26	packaging	packaging	NOUN
fbem-19606	78	27	and	and	CCONJ
fbem-19606	78	28	value	value	NOUN
fbem-19606	78	29	-	-	PUNCT
fbem-19606	78	30	added	add	VERB
fbem-19606	78	31	information	information	NOUN
fbem-19606	78	32	.	.	PUNCT
fbem-19606	79	1	in	in	ADP
fbem-19606	79	2	order	order	NOUN
fbem-19606	79	3	to	to	PART
fbem-19606	79	4	measure	measure	VERB
fbem-19606	79	5	the	the	DET
fbem-19606	79	6	efficiency	efficiency	NOUN
fbem-19606	79	7	of	of	ADP
fbem-19606	79	8	these	these	DET
fbem-19606	79	9	activities	activity	NOUN
fbem-19606	79	10	,	,	PUNCT
fbem-19606	79	11	we	we	PRON
fbem-19606	79	12	need	need	VERB
fbem-19606	79	13	to	to	PART
fbem-19606	79	14	select	select	VERB
fbem-19606	79	15	indicators	indicator	NOUN
fbem-19606	79	16	that	that	PRON
fbem-19606	79	17	can	can	AUX
fbem-19606	79	18	accurately	accurately	ADV
fbem-19606	79	19	reflect	reflect	VERB
fbem-19606	79	20	the	the	DET
fbem-19606	79	21	direct	direct	ADJ
fbem-19606	79	22	inputs	input	NOUN
fbem-19606	79	23	and	and	CCONJ
fbem-19606	79	24	outputs	output	NOUN
fbem-19606	79	25	of	of	ADP
fbem-19606	79	26	these	these	DET
fbem-19606	79	27	activities	activity	NOUN
fbem-19606	79	28	.	.	PUNCT
fbem-19606	80	1	in	in	ADP
fbem-19606	80	2	constructing	construct	VERB
fbem-19606	80	3	the	the	DET
fbem-19606	80	4	indicator	indicator	NOUN
fbem-19606	80	5	system	system	NOUN
fbem-19606	80	6	,	,	PUNCT
fbem-19606	80	7	we	we	PRON
fbem-19606	80	8	base	base	VERB
fbem-19606	80	9	our	our	PRON
fbem-19606	80	10	selection	selection	NOUN
fbem-19606	80	11	on	on	ADP
fbem-19606	80	12	the	the	DET
fbem-19606	80	13	evaluation	evaluation	NOUN
fbem-19606	80	14	indicators	indicator	NOUN
fbem-19606	80	15	of	of	ADP
fbem-19606	80	16	historical	historical	ADJ
fbem-19606	80	17	research	research	NOUN
fbem-19606	80	18	and	and	CCONJ
fbem-19606	80	19	the	the	DET
fbem-19606	80	20	principles	principle	NOUN
fbem-19606	80	21	of	of	ADP
fbem-19606	80	22	science	science	NOUN
fbem-19606	80	23	,	,	PUNCT
fbem-19606	80	24	system	system	NOUN
fbem-19606	80	25	,	,	PUNCT
fbem-19606	80	26	operability	operability	NOUN
fbem-19606	80	27	and	and	CCONJ
fbem-19606	80	28	generality	generality	NOUN
fbem-19606	80	29	.	.	PUNCT
fbem-19606	81	1	the	the	DET
fbem-19606	81	2	input	input	NOUN
fbem-19606	81	3	indicators	indicator	NOUN
fbem-19606	81	4	cover	cover	VERB
fbem-19606	81	5	human	human	ADJ
fbem-19606	81	6	,	,	PUNCT
fbem-19606	81	7	material	material	NOUN
fbem-19606	81	8	and	and	CCONJ
fbem-19606	81	9	financial	financial	ADJ
fbem-19606	81	10	resources	resource	NOUN
fbem-19606	81	11	,	,	PUNCT
fbem-19606	81	12	and	and	CCONJ
fbem-19606	81	13	the	the	DET
fbem-19606	81	14	output	output	NOUN
fbem-19606	81	15	indicators	indicator	NOUN
fbem-19606	81	16	are	be	AUX
fbem-19606	81	17	divided	divide	VERB
fbem-19606	81	18	into	into	ADP
fbem-19606	81	19	two	two	NUM
fbem-19606	81	20	categories	category	NOUN
fbem-19606	81	21	:	:	PUNCT
fbem-19606	81	22	daily	daily	ADJ
fbem-19606	81	23	operations	operation	NOUN
fbem-19606	81	24	and	and	CCONJ
fbem-19606	81	25	assets	asset	NOUN
fbem-19606	81	26	.	.	PUNCT
fbem-19606	82	1	summarizing	summarize	VERB
fbem-19606	82	2	the	the	DET
fbem-19606	82	3	above	above	ADJ
fbem-19606	82	4	principles	principle	NOUN
fbem-19606	82	5	,	,	PUNCT
fbem-19606	82	6	we	we	PRON
fbem-19606	82	7	select	select	VERB
fbem-19606	82	8	an	an	DET
fbem-19606	82	9	appropriate	appropriate	ADJ
fbem-19606	82	10	number	number	NOUN
fbem-19606	82	11	of	of	ADP
fbem-19606	82	12	input	input	NOUN
fbem-19606	82	13	and	and	CCONJ
fbem-19606	82	14	output	output	NOUN
fbem-19606	82	15	indicators	indicator	NOUN
fbem-19606	82	16	[	[	X
fbem-19606	82	17	22	22	NUM
fbem-19606	82	18	-	-	SYM
fbem-19606	82	19	24	24	NUM
fbem-19606	82	20	]	]	PUNCT
fbem-19606	82	21	as	as	ADP
fbem-19606	82	22	the	the	DET
fbem-19606	82	23	evaluation	evaluation	NOUN
fbem-19606	82	24	index	index	NOUN
fbem-19606	82	25	system	system	NOUN
fbem-19606	82	26	for	for	ADP
fbem-19606	82	27	the	the	DET
fbem-19606	82	28	operational	operational	ADJ
fbem-19606	82	29	efficiency	efficiency	NOUN
fbem-19606	82	30	of	of	ADP
fbem-19606	82	31	logistics	logistic	NOUN
fbem-19606	82	32	enterprises	enterprise	NOUN
fbem-19606	82	33	,	,	PUNCT
fbem-19606	82	34	as	as	SCONJ
fbem-19606	82	35	shown	show	VERB
fbem-19606	82	36	in	in	ADP
fbem-19606	82	37	table	table	NOUN
fbem-19606	82	38	2	2	NUM
fbem-19606	82	39	.	.	SYM
fbem-19606	82	40	130	130	NUM
fbem-19606	82	41	table	table	NOUN
fbem-19606	82	42	2	2	NUM
fbem-19606	82	43	.	.	PUNCT
fbem-19606	82	44	evaluation	evaluation	NOUN
fbem-19606	82	45	indicators	indicator	NOUN
fbem-19606	82	46	of	of	ADP
fbem-19606	82	47	operational	operational	ADJ
fbem-19606	82	48	efficiency	efficiency	NOUN
fbem-19606	82	49	of	of	ADP
fbem-19606	82	50	logistics	logistic	NOUN
fbem-19606	82	51	enterprises	enterprise	NOUN
fbem-19606	82	52	evaluation	evaluation	NOUN
fbem-19606	82	53	index	index	NOUN
fbem-19606	82	54	system	system	NOUN
fbem-19606	82	55	of	of	ADP
fbem-19606	82	56	operational	operational	ADJ
fbem-19606	82	57	efficiency	efficiency	NOUN
fbem-19606	82	58	of	of	ADP
fbem-19606	82	59	logistics	logistic	NOUN
fbem-19606	82	60	enterprises	enterprise	NOUN
fbem-19606	82	61	primary	primary	ADJ
fbem-19606	82	62	indicators	indicator	NOUN
fbem-19606	82	63	secondary	secondary	ADJ
fbem-19606	82	64	indicators	indicator	NOUN
fbem-19606	82	65	explain	explain	VERB
fbem-19606	82	66	input	input	NOUN
fbem-19606	82	67	indicators	indicator	NOUN
fbem-19606	82	68	number	number	NOUN
fbem-19606	82	69	of	of	ADP
fbem-19606	82	70	employees	employee	NOUN
fbem-19606	82	71	includes	include	VERB
fbem-19606	82	72	only	only	ADV
fbem-19606	82	73	employees	employee	NOUN
fbem-19606	82	74	who	who	PRON
fbem-19606	82	75	have	have	AUX
fbem-19606	82	76	signed	sign	VERB
fbem-19606	82	77	labor	labor	NOUN
fbem-19606	82	78	contracts	contract	NOUN
fbem-19606	82	79	with	with	ADP
fbem-19606	82	80	the	the	DET
fbem-19606	82	81	enterprise	enterprise	NOUN
fbem-19606	82	82	net	net	ADJ
fbem-19606	82	83	asset	asset	NOUN
fbem-19606	82	84	value	value	NOUN
fbem-19606	82	85	the	the	DET
fbem-19606	82	86	sum	sum	NOUN
fbem-19606	82	87	of	of	ADP
fbem-19606	82	88	net	net	ADJ
fbem-19606	82	89	fixed	fix	VERB
fbem-19606	82	90	assets	asset	NOUN
fbem-19606	82	91	and	and	CCONJ
fbem-19606	82	92	intangible	intangible	ADJ
fbem-19606	82	93	assets	asset	NOUN
fbem-19606	82	94	business	business	NOUN
fbem-19606	82	95	costs	cost	NOUN
fbem-19606	82	96	includes	include	VERB
fbem-19606	82	97	main	main	ADJ
fbem-19606	82	98	operating	operating	NOUN
fbem-19606	82	99	costs	cost	NOUN
fbem-19606	82	100	and	and	CCONJ
fbem-19606	82	101	other	other	ADJ
fbem-19606	82	102	operating	operating	NOUN
fbem-19606	82	103	costs	cost	NOUN
fbem-19606	82	104	overhead	overhead	ADV
fbem-19606	82	105	various	various	ADJ
fbem-19606	82	106	costs	cost	NOUN
fbem-19606	82	107	incurred	incur	VERB
fbem-19606	82	108	in	in	ADP
fbem-19606	82	109	organizing	organize	VERB
fbem-19606	82	110	and	and	CCONJ
fbem-19606	82	111	managing	manage	VERB
fbem-19606	82	112	production	production	NOUN
fbem-19606	82	113	operations	operation	NOUN
fbem-19606	82	114	output	output	NOUN
fbem-19606	82	115	indicators	indicator	NOUN
fbem-19606	82	116	net	net	ADJ
fbem-19606	82	117	profit	profit	NOUN
fbem-19606	82	118	difference	difference	NOUN
fbem-19606	82	119	between	between	ADP
fbem-19606	82	120	total	total	ADJ
fbem-19606	82	121	profit	profit	NOUN
fbem-19606	82	122	and	and	CCONJ
fbem-19606	82	123	income	income	NOUN
fbem-19606	82	124	tax	tax	NOUN
fbem-19606	82	125	expense	expense	NOUN
fbem-19606	82	126	revenues	revenue	NOUN
fbem-19606	82	127	includes	include	VERB
fbem-19606	82	128	main	main	ADJ
fbem-19606	82	129	operating	operating	NOUN
fbem-19606	82	130	costs	cost	NOUN
fbem-19606	82	131	and	and	CCONJ
fbem-19606	82	132	other	other	ADJ
fbem-19606	82	133	operating	operating	NOUN
fbem-19606	82	134	costs	cost	NOUN
fbem-19606	82	135	3.2.3	3.2.3	NUM
fbem-19606	82	136	.	.	PUNCT
fbem-19606	83	1	treatment	treatment	NOUN
fbem-19606	83	2	of	of	ADP
fbem-19606	83	3	indicators	indicator	NOUN
fbem-19606	83	4	since	since	SCONJ
fbem-19606	83	5	the	the	DET
fbem-19606	83	6	dea	dea	PROPN
fbem-19606	83	7	model	model	NOUN
fbem-19606	83	8	specifies	specifie	NOUN
fbem-19606	83	9	that	that	PRON
fbem-19606	83	10	the	the	DET
fbem-19606	83	11	data	datum	NOUN
fbem-19606	83	12	are	be	AUX
fbem-19606	83	13	nonnegative	nonnegative	ADJ
fbem-19606	83	14	,	,	PUNCT
fbem-19606	83	15	but	but	CCONJ
fbem-19606	83	16	the	the	DET
fbem-19606	83	17	output	output	NOUN
fbem-19606	83	18	indicators	indicator	NOUN
fbem-19606	83	19	have	have	VERB
fbem-19606	83	20	a	a	DET
fbem-19606	83	21	negative	negative	ADJ
fbem-19606	83	22	net	net	ADJ
fbem-19606	83	23	profit	profit	NOUN
fbem-19606	83	24	of	of	ADP
fbem-19606	83	25	the	the	DET
fbem-19606	83	26	company	company	NOUN
fbem-19606	83	27	,	,	PUNCT
fbem-19606	83	28	so	so	SCONJ
fbem-19606	83	29	it	it	PRON
fbem-19606	83	30	is	be	AUX
fbem-19606	83	31	necessary	necessary	ADJ
fbem-19606	83	32	to	to	PART
fbem-19606	83	33	normalize	normalize	VERB
fbem-19606	83	34	the	the	DET
fbem-19606	83	35	selected	select	VERB
fbem-19606	83	36	parameters	parameter	NOUN
fbem-19606	83	37	,	,	PUNCT
fbem-19606	83	38	so	so	SCONJ
fbem-19606	83	39	that	that	SCONJ
fbem-19606	83	40	the	the	DET
fbem-19606	83	41	data	datum	NOUN
fbem-19606	83	42	obtained	obtain	VERB
fbem-19606	83	43	from	from	ADP
fbem-19606	83	44	the	the	DET
fbem-19606	83	45	processing	processing	NOUN
fbem-19606	83	46	is	be	AUX
fbem-19606	83	47	in	in	ADP
fbem-19606	83	48	the	the	DET
fbem-19606	83	49	range	range	NOUN
fbem-19606	83	50	of	of	ADP
fbem-19606	83	51	0~1	0~1	NOUN
fbem-19606	83	52	.	.	PUNCT
fbem-19606	84	1	normalization	normalization	NOUN
fbem-19606	84	2	can	can	AUX
fbem-19606	84	3	eliminate	eliminate	VERB
fbem-19606	84	4	the	the	DET
fbem-19606	84	5	scale	scale	NOUN
fbem-19606	84	6	and	and	CCONJ
fbem-19606	84	7	variability	variability	NOUN
fbem-19606	84	8	between	between	ADP
fbem-19606	84	9	the	the	DET
fbem-19606	84	10	data	datum	NOUN
fbem-19606	84	11	,	,	PUNCT
fbem-19606	84	12	make	make	VERB
fbem-19606	84	13	the	the	DET
fbem-19606	84	14	weight	weight	NOUN
fbem-19606	84	15	of	of	ADP
fbem-19606	84	16	each	each	DET
fbem-19606	84	17	indicator	indicator	NOUN
fbem-19606	84	18	more	more	ADV
fbem-19606	84	19	balanced	balanced	ADJ
fbem-19606	84	20	,	,	PUNCT
fbem-19606	84	21	and	and	CCONJ
fbem-19606	84	22	make	make	VERB
fbem-19606	84	23	the	the	DET
fbem-19606	84	24	range	range	NOUN
fbem-19606	84	25	of	of	ADP
fbem-19606	84	26	values	value	NOUN
fbem-19606	84	27	of	of	ADP
fbem-19606	84	28	different	different	ADJ
fbem-19606	84	29	indicators	indicator	NOUN
fbem-19606	84	30	consistent	consistent	ADJ
fbem-19606	84	31	.	.	PUNCT
fbem-19606	85	1	in	in	ADP
fbem-19606	85	2	this	this	DET
fbem-19606	85	3	way	way	NOUN
fbem-19606	85	4	,	,	PUNCT
fbem-19606	85	5	the	the	DET
fbem-19606	85	6	normalized	normalize	VERB
fbem-19606	85	7	data	datum	NOUN
fbem-19606	85	8	can	can	AUX
fbem-19606	85	9	more	more	ADV
fbem-19606	85	10	accurately	accurately	ADV
fbem-19606	85	11	measure	measure	VERB
fbem-19606	85	12	the	the	DET
fbem-19606	85	13	performance	performance	NOUN
fbem-19606	85	14	of	of	ADP
fbem-19606	85	15	each	each	DET
fbem-19606	85	16	dmu	dmu	PROPN
fbem-19606	85	17	and	and	CCONJ
fbem-19606	85	18	maintain	maintain	VERB
fbem-19606	85	19	the	the	DET
fbem-19606	85	20	stability	stability	NOUN
fbem-19606	85	21	of	of	ADP
fbem-19606	85	22	the	the	DET
fbem-19606	85	23	relative	relative	ADJ
fbem-19606	85	24	relationship	relationship	NOUN
fbem-19606	85	25	in	in	ADP
fbem-19606	85	26	the	the	DET
fbem-19606	85	27	evaluation	evaluation	NOUN
fbem-19606	85	28	process	process	NOUN
fbem-19606	85	29	.	.	PUNCT
fbem-19606	86	1	data	datum	NOUN
fbem-19606	86	2	normalization	normalization	NOUN
fbem-19606	86	3	does	do	AUX
fbem-19606	86	4	not	not	PART
fbem-19606	86	5	change	change	VERB
fbem-19606	86	6	the	the	DET
fbem-19606	86	7	relativities	relativity	NOUN
fbem-19606	86	8	among	among	ADP
fbem-19606	86	9	dmus	dmus	NOUN
fbem-19606	86	10	,	,	PUNCT
fbem-19606	86	11	so	so	SCONJ
fbem-19606	86	12	it	it	PRON
fbem-19606	86	13	does	do	AUX
fbem-19606	86	14	not	not	PART
fbem-19606	86	15	affect	affect	VERB
fbem-19606	86	16	the	the	DET
fbem-19606	86	17	final	final	ADJ
fbem-19606	86	18	evaluation	evaluation	NOUN
fbem-19606	86	19	results	result	NOUN
fbem-19606	86	20	.	.	PUNCT
fbem-19606	87	1	therefore	therefore	ADV
fbem-19606	87	2	,	,	PUNCT
fbem-19606	87	3	normalization	normalization	NOUN
fbem-19606	87	4	of	of	ADP
fbem-19606	87	5	data	data	NOUN
fbem-19606	87	6	is	be	AUX
fbem-19606	87	7	a	a	DET
fbem-19606	87	8	very	very	ADV
fbem-19606	87	9	important	important	ADJ
fbem-19606	87	10	step	step	NOUN
fbem-19606	87	11	in	in	ADP
fbem-19606	87	12	the	the	DET
fbem-19606	87	13	evaluation	evaluation	NOUN
fbem-19606	87	14	of	of	ADP
fbem-19606	87	15	dmu	dmu	PROPN
fbem-19606	87	16	efficiency	efficiency	NOUN
fbem-19606	87	17	to	to	PART
fbem-19606	87	18	ensure	ensure	VERB
fbem-19606	87	19	the	the	DET
fbem-19606	87	20	reliability	reliability	NOUN
fbem-19606	87	21	and	and	CCONJ
fbem-19606	87	22	accuracy	accuracy	NOUN
fbem-19606	87	23	of	of	ADP
fbem-19606	87	24	the	the	DET
fbem-19606	87	25	evaluation	evaluation	NOUN
fbem-19606	87	26	results	result	NOUN
fbem-19606	87	27	.	.	PUNCT
fbem-19606	88	1	the	the	DET
fbem-19606	88	2	processing	processing	NOUN
fbem-19606	88	3	method	method	NOUN
fbem-19606	88	4	is	be	AUX
fbem-19606	88	5	as	as	SCONJ
fbem-19606	88	6	follows	follow	VERB
fbem-19606	88	7	:	:	PUNCT
fbem-19606	88	8	𝑌	𝑌	PROPN
fbem-19606	88	9	∗	∗	VERB
fbem-19606	88	10	0.9	0.9	NUM
fbem-19606	88	11	0.1	0.1	NUM
fbem-19606	88	12	(	(	PUNCT
fbem-19606	88	13	2	2	NUM
fbem-19606	88	14	)	)	PUNCT
fbem-19606	88	15	3.3	3.3	NUM
fbem-19606	88	16	.	.	PUNCT
fbem-19606	89	1	evaluation	evaluation	NOUN
fbem-19606	89	2	results	result	NOUN
fbem-19606	89	3	of	of	ADP
fbem-19606	89	4	operational	operational	ADJ
fbem-19606	89	5	efficiency	efficiency	NOUN
fbem-19606	89	6	of	of	ADP
fbem-19606	89	7	logistics	logistic	NOUN
fbem-19606	89	8	enterprises	enterprise	NOUN
fbem-19606	89	9	3.3.1	3.3.1	NUM
fbem-19606	89	10	.	.	PUNCT
fbem-19606	89	11	static	static	ADJ
fbem-19606	89	12	efficiency	efficiency	NOUN
fbem-19606	89	13	analysis	analysis	NOUN
fbem-19606	89	14	based	base	VERB
fbem-19606	89	15	on	on	ADP
fbem-19606	89	16	bcc	bcc	PROPN
fbem-19606	89	17	modeling	modeling	NOUN
fbem-19606	89	18	in	in	ADP
fbem-19606	89	19	this	this	DET
fbem-19606	89	20	paper	paper	NOUN
fbem-19606	89	21	,	,	PUNCT
fbem-19606	89	22	bcc	bcc	PROPN
fbem-19606	89	23	model	model	NOUN
fbem-19606	89	24	is	be	AUX
fbem-19606	89	25	adopted	adopt	VERB
fbem-19606	89	26	,	,	PUNCT
fbem-19606	89	27	and	and	CCONJ
fbem-19606	89	28	the	the	DET
fbem-19606	89	29	processed	process	VERB
fbem-19606	89	30	index	index	NOUN
fbem-19606	89	31	data	datum	NOUN
fbem-19606	89	32	are	be	AUX
fbem-19606	89	33	substituted	substitute	VERB
fbem-19606	89	34	into	into	ADP
fbem-19606	89	35	deap2.1	deap2.1	NUM
fbem-19606	89	36	software	software	NOUN
fbem-19606	89	37	,	,	PUNCT
fbem-19606	89	38	and	and	CCONJ
fbem-19606	89	39	the	the	DET
fbem-19606	89	40	comprehensive	comprehensive	ADJ
fbem-19606	89	41	technical	technical	ADJ
fbem-19606	89	42	efficiency	efficiency	NOUN
fbem-19606	89	43	,	,	PUNCT
fbem-19606	89	44	pure	pure	ADJ
fbem-19606	89	45	technical	technical	ADJ
fbem-19606	89	46	efficiency	efficiency	NOUN
fbem-19606	89	47	and	and	CCONJ
fbem-19606	89	48	scale	scale	NOUN
fbem-19606	89	49	efficiency	efficiency	NOUN
fbem-19606	89	50	of	of	ADP
fbem-19606	89	51	48	48	NUM
fbem-19606	89	52	listed	list	VERB
fbem-19606	89	53	logistics	logistic	NOUN
fbem-19606	89	54	companies	company	NOUN
fbem-19606	89	55	are	be	AUX
fbem-19606	89	56	listed	list	VERB
fbem-19606	89	57	in	in	ADP
fbem-19606	89	58	the	the	DET
fbem-19606	89	59	table	table	NOUN
fbem-19606	89	60	,	,	PUNCT
fbem-19606	89	61	as	as	SCONJ
fbem-19606	89	62	shown	show	VERB
fbem-19606	89	63	in	in	ADP
fbem-19606	89	64	table	table	NOUN
fbem-19606	89	65	3	3	NUM
fbem-19606	89	66	.	.	PUNCT
fbem-19606	90	1	in	in	ADP
fbem-19606	90	2	order	order	NOUN
fbem-19606	90	3	to	to	PART
fbem-19606	90	4	explore	explore	VERB
fbem-19606	90	5	the	the	DET
fbem-19606	90	6	development	development	NOUN
fbem-19606	90	7	trend	trend	NOUN
fbem-19606	90	8	of	of	ADP
fbem-19606	90	9	operational	operational	ADJ
fbem-19606	90	10	efficiency	efficiency	NOUN
fbem-19606	90	11	of	of	ADP
fbem-19606	90	12	these	these	DET
fbem-19606	90	13	companies	company	NOUN
fbem-19606	90	14	in	in	ADP
fbem-19606	90	15	the	the	DET
fbem-19606	90	16	period	period	NOUN
fbem-19606	90	17	of	of	ADP
fbem-19606	90	18	2012	2012	NUM
fbem-19606	90	19	-	-	SYM
fbem-19606	90	20	2021	2021	NUM
fbem-19606	90	21	,	,	PUNCT
fbem-19606	90	22	the	the	DET
fbem-19606	90	23	static	static	ADJ
fbem-19606	90	24	analysis	analysis	NOUN
fbem-19606	90	25	of	of	ADP
fbem-19606	90	26	operational	operational	ADJ
fbem-19606	90	27	efficiency	efficiency	NOUN
fbem-19606	90	28	was	be	AUX
fbem-19606	90	29	carried	carry	VERB
fbem-19606	90	30	out	out	ADP
fbem-19606	90	31	,	,	PUNCT
fbem-19606	90	32	as	as	SCONJ
fbem-19606	90	33	shown	show	VERB
fbem-19606	90	34	in	in	ADP
fbem-19606	90	35	table	table	NOUN
fbem-19606	90	36	3	3	NUM
fbem-19606	90	37	.	.	PUNCT
fbem-19606	90	38	as	as	SCONJ
fbem-19606	90	39	shown	show	VERB
fbem-19606	90	40	in	in	ADP
fbem-19606	90	41	the	the	DET
fbem-19606	90	42	table	table	NOUN
fbem-19606	90	43	,	,	PUNCT
fbem-19606	90	44	among	among	ADP
fbem-19606	90	45	the	the	DET
fbem-19606	90	46	48	48	NUM
fbem-19606	90	47	logistics	logistic	NOUN
fbem-19606	90	48	listed	list	VERB
fbem-19606	90	49	companies	company	NOUN
fbem-19606	90	50	from	from	ADP
fbem-19606	90	51	2012	2012	NUM
fbem-19606	90	52	to	to	ADP
fbem-19606	90	53	2021	2021	NUM
fbem-19606	90	54	,	,	PUNCT
fbem-19606	90	55	the	the	DET
fbem-19606	90	56	average	average	ADJ
fbem-19606	90	57	comprehensive	comprehensive	ADJ
fbem-19606	90	58	efficiency	efficiency	NOUN
fbem-19606	90	59	value	value	NOUN
fbem-19606	90	60	of	of	ADP
fbem-19606	90	61	the	the	DET
fbem-19606	90	62	sample	sample	NOUN
fbem-19606	90	63	companies	company	NOUN
fbem-19606	90	64	is	be	AUX
fbem-19606	90	65	0.738	0.738	NUM
fbem-19606	90	66	,	,	PUNCT
fbem-19606	90	67	which	which	PRON
fbem-19606	90	68	is	be	AUX
fbem-19606	90	69	generally	generally	ADV
fbem-19606	90	70	low	low	ADJ
fbem-19606	90	71	.	.	PUNCT
fbem-19606	91	1	this	this	PRON
fbem-19606	91	2	means	mean	VERB
fbem-19606	91	3	that	that	SCONJ
fbem-19606	91	4	the	the	DET
fbem-19606	91	5	vast	vast	ADJ
fbem-19606	91	6	majority	majority	NOUN
fbem-19606	91	7	of	of	ADP
fbem-19606	91	8	logistics	logistic	NOUN
fbem-19606	91	9	companies	company	NOUN
fbem-19606	91	10	have	have	VERB
fbem-19606	91	11	the	the	DET
fbem-19606	91	12	potential	potential	NOUN
fbem-19606	91	13	to	to	PART
fbem-19606	91	14	improve	improve	VERB
fbem-19606	91	15	operational	operational	ADJ
fbem-19606	91	16	efficiency	efficiency	NOUN
fbem-19606	91	17	.	.	PUNCT
fbem-19606	92	1	the	the	DET
fbem-19606	92	2	average	average	ADJ
fbem-19606	92	3	pure	pure	ADJ
fbem-19606	92	4	technical	technical	ADJ
fbem-19606	92	5	efficiency	efficiency	NOUN
fbem-19606	92	6	value	value	NOUN
fbem-19606	92	7	is	be	AUX
fbem-19606	92	8	0.851	0.851	NUM
fbem-19606	92	9	,	,	PUNCT
fbem-19606	92	10	indicating	indicate	VERB
fbem-19606	92	11	that	that	SCONJ
fbem-19606	92	12	there	there	PRON
fbem-19606	92	13	is	be	VERB
fbem-19606	92	14	still	still	ADV
fbem-19606	92	15	nearly	nearly	ADV
fbem-19606	92	16	15	15	NUM
fbem-19606	92	17	%	%	NOUN
fbem-19606	92	18	room	room	NOUN
fbem-19606	92	19	for	for	ADP
fbem-19606	92	20	improvement	improvement	NOUN
fbem-19606	92	21	in	in	ADP
fbem-19606	92	22	theory	theory	NOUN
fbem-19606	92	23	.	.	PUNCT
fbem-19606	93	1	the	the	DET
fbem-19606	93	2	average	average	ADJ
fbem-19606	93	3	scale	scale	NOUN
fbem-19606	93	4	efficiency	efficiency	NOUN
fbem-19606	93	5	value	value	NOUN
fbem-19606	93	6	is	be	AUX
fbem-19606	93	7	0.867	0.867	NUM
fbem-19606	93	8	,	,	PUNCT
fbem-19606	93	9	which	which	PRON
fbem-19606	93	10	is	be	AUX
fbem-19606	93	11	the	the	DET
fbem-19606	93	12	highest	high	ADJ
fbem-19606	93	13	among	among	ADP
fbem-19606	93	14	the	the	DET
fbem-19606	93	15	three	three	NUM
fbem-19606	93	16	efficiencies	efficiency	NOUN
fbem-19606	93	17	.	.	PUNCT
fbem-19606	94	1	the	the	DET
fbem-19606	94	2	comprehensive	comprehensive	ADJ
fbem-19606	94	3	efficiency	efficiency	NOUN
fbem-19606	94	4	measures	measure	VERB
fbem-19606	94	5	the	the	DET
fbem-19606	94	6	overall	overall	ADJ
fbem-19606	94	7	efficiency	efficiency	NOUN
fbem-19606	94	8	of	of	ADP
fbem-19606	94	9	48	48	NUM
fbem-19606	94	10	logistics	logistic	NOUN
fbem-19606	94	11	companies	company	NOUN
fbem-19606	94	12	.	.	PUNCT
fbem-19606	95	1	according	accord	VERB
fbem-19606	95	2	to	to	ADP
fbem-19606	95	3	table	table	NOUN
fbem-19606	95	4	3	3	NUM
fbem-19606	95	5	,	,	PUNCT
fbem-19606	95	6	the	the	DET
fbem-19606	95	7	comprehensive	comprehensive	ADJ
fbem-19606	95	8	efficiency	efficiency	NOUN
fbem-19606	95	9	of	of	ADP
fbem-19606	95	10	logistics	logistic	NOUN
fbem-19606	95	11	listed	list	VERB
fbem-19606	95	12	companies	company	NOUN
fbem-19606	95	13	in	in	ADP
fbem-19606	95	14	china	china	PROPN
fbem-19606	95	15	has	have	AUX
fbem-19606	95	16	shown	show	VERB
fbem-19606	95	17	a	a	DET
fbem-19606	95	18	gradual	gradual	ADJ
fbem-19606	95	19	increase	increase	NOUN
fbem-19606	95	20	from	from	ADP
fbem-19606	95	21	2012	2012	NUM
fbem-19606	95	22	to	to	ADP
fbem-19606	95	23	2021	2021	NUM
fbem-19606	95	24	,	,	PUNCT
fbem-19606	95	25	except	except	SCONJ
fbem-19606	95	26	for	for	ADP
fbem-19606	95	27	a	a	DET
fbem-19606	95	28	significant	significant	ADJ
fbem-19606	95	29	increase	increase	NOUN
fbem-19606	95	30	in	in	ADP
fbem-19606	95	31	2015	2015	NUM
fbem-19606	95	32	and	and	CCONJ
fbem-19606	95	33	2020	2020	NUM
fbem-19606	95	34	.	.	PUNCT
fbem-19606	96	1	due	due	ADP
fbem-19606	96	2	to	to	ADP
fbem-19606	96	3	the	the	DET
fbem-19606	96	4	fact	fact	NOUN
fbem-19606	96	5	that	that	SCONJ
fbem-19606	96	6	comprehensive	comprehensive	ADJ
fbem-19606	96	7	efficiency	efficiency	NOUN
fbem-19606	96	8	is	be	AUX
fbem-19606	96	9	equal	equal	ADJ
fbem-19606	96	10	to	to	ADP
fbem-19606	96	11	the	the	DET
fbem-19606	96	12	product	product	NOUN
fbem-19606	96	13	of	of	ADP
fbem-19606	96	14	pure	pure	ADJ
fbem-19606	96	15	technical	technical	ADJ
fbem-19606	96	16	efficiency	efficiency	NOUN
fbem-19606	96	17	and	and	CCONJ
fbem-19606	96	18	scale	scale	NOUN
fbem-19606	96	19	efficiency	efficiency	NOUN
fbem-19606	96	20	,	,	PUNCT
fbem-19606	96	21	the	the	DET
fbem-19606	96	22	trend	trend	NOUN
fbem-19606	96	23	of	of	ADP
fbem-19606	96	24	average	average	ADJ
fbem-19606	96	25	pure	pure	ADJ
fbem-19606	96	26	technical	technical	ADJ
fbem-19606	96	27	efficiency	efficiency	NOUN
fbem-19606	96	28	and	and	CCONJ
fbem-19606	96	29	average	average	ADJ
fbem-19606	96	30	comprehensive	comprehensive	ADJ
fbem-19606	96	31	efficiency	efficiency	NOUN
fbem-19606	96	32	is	be	AUX
fbem-19606	96	33	consistent	consistent	ADJ
fbem-19606	96	34	.	.	PUNCT
fbem-19606	97	1	after	after	ADP
fbem-19606	97	2	2016	2016	NUM
fbem-19606	97	3	,	,	PUNCT
fbem-19606	97	4	the	the	DET
fbem-19606	97	5	overall	overall	ADJ
fbem-19606	97	6	average	average	ADJ
fbem-19606	97	7	scale	scale	NOUN
fbem-19606	97	8	efficiency	efficiency	NOUN
fbem-19606	97	9	is	be	AUX
fbem-19606	97	10	higher	high	ADJ
fbem-19606	97	11	than	than	ADP
fbem-19606	97	12	the	the	DET
fbem-19606	97	13	average	average	ADJ
fbem-19606	97	14	pure	pure	ADJ
fbem-19606	97	15	technical	technical	ADJ
fbem-19606	97	16	efficiency	efficiency	NOUN
fbem-19606	97	17	,	,	PUNCT
fbem-19606	97	18	indicating	indicate	VERB
fbem-19606	97	19	that	that	SCONJ
fbem-19606	97	20	after	after	ADP
fbem-19606	97	21	2016	2016	NUM
fbem-19606	97	22	,	,	PUNCT
fbem-19606	97	23	the	the	DET
fbem-19606	97	24	development	development	NOUN
fbem-19606	97	25	focus	focus	NOUN
fbem-19606	97	26	of	of	ADP
fbem-19606	97	27	china	china	PROPN
fbem-19606	97	28	's	's	PART
fbem-19606	97	29	listed	list	VERB
fbem-19606	97	30	logistics	logistic	NOUN
fbem-19606	97	31	enterprises	enterprise	NOUN
fbem-19606	97	32	mainly	mainly	ADV
fbem-19606	97	33	focuses	focus	VERB
fbem-19606	97	34	on	on	ADP
fbem-19606	97	35	expanding	expand	VERB
fbem-19606	97	36	enterprise	enterprise	NOUN
fbem-19606	97	37	scale	scale	NOUN
fbem-19606	97	38	,	,	PUNCT
fbem-19606	97	39	with	with	ADP
fbem-19606	97	40	relatively	relatively	ADV
fbem-19606	97	41	small	small	ADJ
fbem-19606	97	42	improvement	improvement	NOUN
fbem-19606	97	43	in	in	ADP
fbem-19606	97	44	technology	technology	NOUN
fbem-19606	97	45	and	and	CCONJ
fbem-19606	97	46	management	management	NOUN
fbem-19606	97	47	level	level	NOUN
fbem-19606	97	48	,	,	PUNCT
fbem-19606	97	49	resulting	result	VERB
fbem-19606	97	50	in	in	ADP
fbem-19606	97	51	pure	pure	ADJ
fbem-19606	97	52	technical	technical	ADJ
fbem-19606	97	53	inefficiency	inefficiency	NOUN
fbem-19606	97	54	leading	lead	VERB
fbem-19606	97	55	to	to	ADP
fbem-19606	97	56	overall	overall	ADJ
fbem-19606	97	57	technical	technical	ADJ
fbem-19606	97	58	inefficiency	inefficiency	NOUN
fbem-19606	97	59	.	.	PUNCT
fbem-19606	98	1	that	that	PRON
fbem-19606	98	2	is	be	AUX
fbem-19606	98	3	to	to	PART
fbem-19606	98	4	say	say	VERB
fbem-19606	98	5	,	,	PUNCT
fbem-19606	98	6	logistics	logistic	NOUN
fbem-19606	98	7	companies	company	NOUN
fbem-19606	98	8	are	be	AUX
fbem-19606	98	9	more	more	ADV
fbem-19606	98	10	inclined	inclined	ADJ
fbem-19606	98	11	to	to	PART
fbem-19606	98	12	expand	expand	VERB
fbem-19606	98	13	their	their	PRON
fbem-19606	98	14	business	business	NOUN
fbem-19606	98	15	scale	scale	NOUN
fbem-19606	98	16	,	,	PUNCT
fbem-19606	98	17	while	while	SCONJ
fbem-19606	98	18	the	the	DET
fbem-19606	98	19	improvement	improvement	NOUN
fbem-19606	98	20	in	in	ADP
fbem-19606	98	21	technology	technology	NOUN
fbem-19606	98	22	and	and	CCONJ
fbem-19606	98	23	management	management	NOUN
fbem-19606	98	24	is	be	AUX
fbem-19606	98	25	relatively	relatively	ADV
fbem-19606	98	26	limited	limited	ADJ
fbem-19606	98	27	,	,	PUNCT
fbem-19606	98	28	which	which	PRON
fbem-19606	98	29	leads	lead	VERB
fbem-19606	98	30	to	to	ADP
fbem-19606	98	31	a	a	DET
fbem-19606	98	32	lack	lack	NOUN
fbem-19606	98	33	of	of	ADP
fbem-19606	98	34	pure	pure	ADJ
fbem-19606	98	35	technical	technical	ADJ
fbem-19606	98	36	efficiency	efficiency	NOUN
fbem-19606	98	37	and	and	CCONJ
fbem-19606	98	38	thus	thus	ADV
fbem-19606	98	39	affects	affect	VERB
fbem-19606	98	40	the	the	DET
fbem-19606	98	41	overall	overall	ADJ
fbem-19606	98	42	overall	overall	ADJ
fbem-19606	98	43	overall	overall	ADJ
fbem-19606	98	44	efficiency	efficiency	NOUN
fbem-19606	98	45	level	level	NOUN
fbem-19606	98	46	.	.	PUNCT
fbem-19606	99	1	therefore	therefore	ADV
fbem-19606	99	2	,	,	PUNCT
fbem-19606	99	3	the	the	DET
fbem-19606	99	4	improvement	improvement	NOUN
fbem-19606	99	5	of	of	ADP
fbem-19606	99	6	pure	pure	ADJ
fbem-19606	99	7	technical	technical	ADJ
fbem-19606	99	8	efficiency	efficiency	NOUN
fbem-19606	99	9	can	can	AUX
fbem-19606	99	10	more	more	ADV
fbem-19606	99	11	effectively	effectively	ADV
fbem-19606	99	12	improve	improve	VERB
fbem-19606	99	13	the	the	DET
fbem-19606	99	14	operational	operational	ADJ
fbem-19606	99	15	efficiency	efficiency	NOUN
fbem-19606	99	16	of	of	ADP
fbem-19606	99	17	logistics	logistic	NOUN
fbem-19606	99	18	enterprises	enterprise	NOUN
fbem-19606	99	19	than	than	ADP
fbem-19606	99	20	controlling	control	VERB
fbem-19606	99	21	the	the	DET
fbem-19606	99	22	scale	scale	NOUN
fbem-19606	99	23	of	of	ADP
fbem-19606	99	24	the	the	DET
fbem-19606	99	25	enterprise	enterprise	NOUN
fbem-19606	99	26	.	.	PUNCT
fbem-19606	100	1	table	table	NOUN
fbem-19606	100	2	3	3	NUM
fbem-19606	100	3	.	.	X
fbem-19606	101	1	average	average	ADJ
fbem-19606	101	2	static	static	ADJ
fbem-19606	101	3	operational	operational	ADJ
fbem-19606	101	4	efficiency	efficiency	NOUN
fbem-19606	101	5	,	,	PUNCT
fbem-19606	101	6	2012	2012	NUM
fbem-19606	101	7	-	-	SYM
fbem-19606	101	8	2021	2021	NUM
fbem-19606	101	9	year	year	NOUN
fbem-19606	101	10	average	average	ADJ
fbem-19606	101	11	combined	combine	VERB
fbem-19606	101	12	efficiency	efficiency	NOUN
fbem-19606	101	13	average	average	ADJ
fbem-19606	101	14	pure	pure	ADJ
fbem-19606	101	15	technical	technical	ADJ
fbem-19606	101	16	efficiency	efficiency	NOUN
fbem-19606	101	17	average	average	ADJ
fbem-19606	101	18	scale	scale	NOUN
fbem-19606	101	19	efficiency	efficiency	NOUN
fbem-19606	101	20	2012	2012	NUM
fbem-19606	101	21	0.716	0.716	NUM
fbem-19606	101	22	0.867	0.867	NUM
fbem-19606	101	23	0.826	0.826	NUM
fbem-19606	101	24	2013	2013	NUM
fbem-19606	101	25	0.690	0.690	NUM
fbem-19606	101	26	0.844	0.844	NUM
fbem-19606	101	27	0.817	0.817	NUM
fbem-19606	101	28	2014	2014	NUM
fbem-19606	101	29	0.687	0.687	NUM
fbem-19606	101	30	0.857	0.857	NUM
fbem-19606	101	31	0.802	0.802	NUM
fbem-19606	101	32	2015	2015	NUM
fbem-19606	101	33	0.738	0.738	NUM
fbem-19606	101	34	0.878	0.878	NUM
fbem-19606	101	35	0.841	0.841	NUM
fbem-19606	101	36	2016	2016	NUM
fbem-19606	101	37	0.694	0.694	NUM
fbem-19606	101	38	0.829	0.829	NUM
fbem-19606	101	39	0.837	0.837	NUM
fbem-19606	101	40	2017	2017	NUM
fbem-19606	101	41	0.750	0.750	NUM
fbem-19606	101	42	0.845	0.845	NUM
fbem-19606	101	43	0.887	0.887	NUM
fbem-19606	101	44	2018	2018	NUM
fbem-19606	101	45	0.748	0.748	NUM
fbem-19606	101	46	0.838	0.838	NUM
fbem-19606	101	47	0.893	0.893	NUM
fbem-19606	101	48	2019	2019	NUM
fbem-19606	101	49	0.763	0.763	NUM
fbem-19606	101	50	0.830	0.830	NUM
fbem-19606	101	51	0.919	0.919	NUM
fbem-19606	101	52	2020	2020	NUM
fbem-19606	101	53	0.804	0.804	NUM
fbem-19606	101	54	0.885	0.885	NUM
fbem-19606	101	55	0.908	0.908	NUM
fbem-19606	101	56	2021	2021	NUM
fbem-19606	101	57	0.788	0.788	NUM
fbem-19606	101	58	0.841	0.841	NUM
fbem-19606	101	59	0.937	0.937	NUM
fbem-19606	101	60	3.3.2	3.3.2	NUM
fbem-19606	101	61	.	.	PUNCT
fbem-19606	102	1	dynamic	dynamic	ADJ
fbem-19606	102	2	efficiency	efficiency	NOUN
fbem-19606	102	3	analysis	analysis	NOUN
fbem-19606	102	4	based	base	VERB
fbem-19606	102	5	on	on	ADP
fbem-19606	102	6	the	the	DET
fbem-19606	102	7	malmquist	malmquist	NOUN
fbem-19606	102	8	index	index	NOUN
fbem-19606	102	9	in	in	ADP
fbem-19606	102	10	order	order	NOUN
fbem-19606	102	11	to	to	PART
fbem-19606	102	12	more	more	ADV
fbem-19606	102	13	accurately	accurately	ADV
fbem-19606	102	14	evaluate	evaluate	VERB
fbem-19606	102	15	the	the	DET
fbem-19606	102	16	efficiency	efficiency	NOUN
fbem-19606	102	17	progress	progress	NOUN
fbem-19606	102	18	of	of	ADP
fbem-19606	102	19	enterprises	enterprise	NOUN
fbem-19606	102	20	,	,	PUNCT
fbem-19606	102	21	there	there	PRON
fbem-19606	102	22	are	be	VERB
fbem-19606	102	23	many	many	ADJ
fbem-19606	102	24	limitations	limitation	NOUN
fbem-19606	102	25	in	in	ADP
fbem-19606	102	26	only	only	ADV
fbem-19606	102	27	evaluating	evaluate	VERB
fbem-19606	102	28	static	static	ADJ
fbem-19606	102	29	efficiency	efficiency	NOUN
fbem-19606	102	30	.	.	PUNCT
fbem-19606	103	1	therefore	therefore	ADV
fbem-19606	103	2	,	,	PUNCT
fbem-19606	103	3	this	this	DET
fbem-19606	103	4	section	section	NOUN
fbem-19606	103	5	uses	use	VERB
fbem-19606	103	6	the	the	DET
fbem-19606	103	7	dea	dea	PROPN
fbem-19606	103	8	malmquist	malmquist	PROPN
fbem-19606	103	9	model	model	NOUN
fbem-19606	103	10	from	from	ADP
fbem-19606	103	11	deap2.1	deap2.1	NUM
fbem-19606	103	12	software	software	NOUN
fbem-19606	103	13	for	for	ADP
fbem-19606	103	14	calculation	calculation	NOUN
fbem-19606	103	15	.	.	PUNCT
fbem-19606	104	1	through	through	ADP
fbem-19606	104	2	the	the	DET
fbem-19606	104	3	application	application	NOUN
fbem-19606	104	4	of	of	ADP
fbem-19606	104	5	this	this	DET
fbem-19606	104	6	model	model	NOUN
fbem-19606	104	7	,	,	PUNCT
fbem-19606	104	8	we	we	PRON
fbem-19606	104	9	have	have	AUX
fbem-19606	104	10	obtained	obtain	VERB
fbem-19606	104	11	corresponding	corresponding	ADJ
fbem-19606	104	12	results	result	NOUN
fbem-19606	104	13	,	,	PUNCT
fbem-19606	104	14	as	as	SCONJ
fbem-19606	104	15	shown	show	VERB
fbem-19606	104	16	in	in	ADP
fbem-19606	104	17	table	table	NOUN
fbem-19606	104	18	4	4	NUM
fbem-19606	104	19	.	.	PUNCT
fbem-19606	105	1	according	accord	VERB
fbem-19606	105	2	to	to	ADP
fbem-19606	105	3	table	table	NOUN
fbem-19606	105	4	4	4	NUM
fbem-19606	105	5	,	,	PUNCT
fbem-19606	105	6	the	the	DET
fbem-19606	105	7	overall	overall	ADJ
fbem-19606	105	8	average	average	ADJ
fbem-19606	105	9	change	change	NOUN
fbem-19606	105	10	in	in	ADP
fbem-19606	105	11	total	total	ADJ
fbem-19606	105	12	factor	factor	NOUN
fbem-19606	105	13	productivity	productivity	NOUN
fbem-19606	105	14	reached	reach	VERB
fbem-19606	105	15	1.034	1.034	NUM
fbem-19606	105	16	,	,	PUNCT
fbem-19606	105	17	with	with	ADP
fbem-19606	105	18	an	an	DET
fbem-19606	105	19	annual	annual	ADJ
fbem-19606	105	20	average	average	ADJ
fbem-19606	105	21	growth	growth	NOUN
fbem-19606	105	22	of	of	ADP
fbem-19606	105	23	3.4	3.4	NUM
fbem-19606	105	24	%	%	NOUN
fbem-19606	105	25	,	,	PUNCT
fbem-19606	105	26	indicating	indicate	VERB
fbem-19606	105	27	an	an	DET
fbem-19606	105	28	overall	overall	ADJ
fbem-19606	105	29	upward	upward	ADJ
fbem-19606	105	30	trend	trend	NOUN
fbem-19606	105	31	in	in	ADP
fbem-19606	105	32	the	the	DET
fbem-19606	105	33	operational	operational	ADJ
fbem-19606	105	34	efficiency	efficiency	NOUN
fbem-19606	105	35	of	of	ADP
fbem-19606	105	36	listed	list	VERB
fbem-19606	105	37	logistics	logistic	NOUN
fbem-19606	105	38	enterprises	enterprise	NOUN
fbem-19606	105	39	;	;	PUNCT
fbem-19606	105	40	the	the	DET
fbem-19606	105	41	annual	annual	ADJ
fbem-19606	105	42	average	average	ADJ
fbem-19606	105	43	growth	growth	NOUN
fbem-19606	105	44	rate	rate	NOUN
fbem-19606	105	45	of	of	ADP
fbem-19606	105	46	the	the	DET
fbem-19606	105	47	technological	technological	ADJ
fbem-19606	105	48	progress	progress	NOUN
fbem-19606	105	49	index	index	NOUN
fbem-19606	105	50	is	be	AUX
fbem-19606	105	51	0.4	0.4	NUM
fbem-19606	105	52	%	%	NOUN
fbem-19606	105	53	,	,	PUNCT
fbem-19606	105	54	and	and	CCONJ
fbem-19606	105	55	the	the	DET
fbem-19606	105	56	technological	technological	ADJ
fbem-19606	105	57	efficiency	efficiency	NOUN
fbem-19606	105	58	has	have	AUX
fbem-19606	105	59	decreased	decrease	VERB
fbem-19606	105	60	by	by	ADP
fbem-19606	105	61	0.3	0.3	NUM
fbem-19606	105	62	%	%	NOUN
fbem-19606	105	63	.	.	PUNCT
fbem-19606	106	1	however	however	ADV
fbem-19606	106	2	,	,	PUNCT
fbem-19606	106	3	between	between	ADP
fbem-19606	106	4	2012	2012	NUM
fbem-19606	106	5	and	and	CCONJ
fbem-19606	106	6	2013	2013	NUM
fbem-19606	106	7	,	,	PUNCT
fbem-19606	106	8	despite	despite	SCONJ
fbem-19606	106	9	significant	significant	ADJ
fbem-19606	106	10	growth	growth	NOUN
fbem-19606	106	11	in	in	ADP
fbem-19606	106	12	technological	technological	ADJ
fbem-19606	106	13	progress	progress	NOUN
fbem-19606	106	14	,	,	PUNCT
fbem-19606	106	15	technological	technological	ADJ
fbem-19606	106	16	efficiency	efficiency	NOUN
fbem-19606	106	17	slightly	slightly	ADV
fbem-19606	106	18	decreased	decrease	VERB
fbem-19606	106	19	,	,	PUNCT
fbem-19606	106	20	leading	lead	VERB
fbem-19606	106	21	to	to	ADP
fbem-19606	106	22	a	a	DET
fbem-19606	106	23	decrease	decrease	NOUN
fbem-19606	106	24	in	in	ADP
fbem-19606	106	25	total	total	ADJ
fbem-19606	106	26	factor	factor	NOUN
fbem-19606	106	27	productivity	productivity	NOUN
fbem-19606	106	28	.	.	PUNCT
fbem-19606	107	1	between	between	ADP
fbem-19606	107	2	2015	2015	NUM
fbem-19606	107	3	and	and	CCONJ
fbem-19606	107	4	2016	2016	NUM
fbem-19606	107	5	,	,	PUNCT
fbem-19606	107	6	total	total	ADJ
fbem-19606	107	7	factor	factor	NOUN
fbem-19606	107	8	productivity	productivity	NOUN
fbem-19606	107	9	reached	reach	VERB
fbem-19606	107	10	its	its	PRON
fbem-19606	107	11	lowest	low	ADJ
fbem-19606	107	12	point	point	NOUN
fbem-19606	107	13	at	at	ADP
fbem-19606	107	14	0.957	0.957	NUM
fbem-19606	107	15	.	.	PUNCT
fbem-19606	108	1	although	although	SCONJ
fbem-19606	108	2	technological	technological	ADJ
fbem-19606	108	3	progress	progress	NOUN
fbem-19606	108	4	reached	reach	VERB
fbem-19606	108	5	a	a	DET
fbem-19606	108	6	level	level	NOUN
fbem-19606	108	7	of	of	ADP
fbem-19606	108	8	1.001	1.001	NUM
fbem-19606	108	9	during	during	ADP
fbem-19606	108	10	this	this	DET
fbem-19606	108	11	period	period	NOUN
fbem-19606	108	12	,	,	PUNCT
fbem-19606	108	13	technological	technological	ADJ
fbem-19606	108	14	efficiency	efficiency	NOUN
fbem-19606	108	15	significantly	significantly	ADV
fbem-19606	108	16	declined	decline	VERB
fbem-19606	108	17	to	to	ADP
fbem-19606	108	18	0.956	0.956	NUM
fbem-19606	108	19	.	.	PUNCT
fbem-19606	109	1	therefore	therefore	ADV
fbem-19606	109	2	,	,	PUNCT
fbem-19606	109	3	the	the	DET
fbem-19606	109	4	decrease	decrease	NOUN
fbem-19606	109	5	in	in	ADP
fbem-19606	109	6	total	total	ADJ
fbem-19606	109	7	factor	factor	NOUN
fbem-19606	109	8	productivity	productivity	NOUN
fbem-19606	109	9	during	during	ADP
fbem-19606	109	10	this	this	DET
fbem-19606	109	11	period	period	NOUN
fbem-19606	109	12	is	be	AUX
fbem-19606	109	13	mainly	mainly	ADV
fbem-19606	109	14	due	due	ADJ
fbem-19606	109	15	to	to	ADP
fbem-19606	109	16	the	the	DET
fbem-19606	109	17	decrease	decrease	NOUN
fbem-19606	109	18	in	in	ADP
fbem-19606	109	19	technological	technological	ADJ
fbem-19606	109	20	efficiency	efficiency	NOUN
fbem-19606	109	21	.	.	PUNCT
fbem-19606	110	1	in	in	ADP
fbem-19606	110	2	other	other	ADJ
fbem-19606	110	3	words	word	NOUN
fbem-19606	110	4	,	,	PUNCT
fbem-19606	110	5	although	although	SCONJ
fbem-19606	110	6	technological	technological	ADJ
fbem-19606	110	7	progress	progress	NOUN
fbem-19606	110	8	has	have	AUX
fbem-19606	110	9	improved	improve	VERB
fbem-19606	110	10	,	,	PUNCT
fbem-19606	110	11	the	the	DET
fbem-19606	110	12	decrease	decrease	NOUN
fbem-19606	110	13	in	in	ADP
fbem-19606	110	14	131	131	NUM
fbem-19606	110	15	technological	technological	ADJ
fbem-19606	110	16	efficiency	efficiency	NOUN
fbem-19606	110	17	has	have	AUX
fbem-19606	110	18	affected	affect	VERB
fbem-19606	110	19	total	total	ADJ
fbem-19606	110	20	factor	factor	NOUN
fbem-19606	110	21	productivity	productivity	NOUN
fbem-19606	110	22	,	,	PUNCT
fbem-19606	110	23	indicating	indicate	VERB
fbem-19606	110	24	that	that	SCONJ
fbem-19606	110	25	the	the	DET
fbem-19606	110	26	logistics	logistic	NOUN
fbem-19606	110	27	industry	industry	NOUN
fbem-19606	110	28	still	still	ADV
fbem-19606	110	29	has	have	VERB
fbem-19606	110	30	shortcomings	shortcoming	NOUN
fbem-19606	110	31	in	in	ADP
fbem-19606	110	32	technology	technology	NOUN
fbem-19606	110	33	application	application	NOUN
fbem-19606	110	34	.	.	PUNCT
fbem-19606	111	1	after	after	ADP
fbem-19606	111	2	experiencing	experience	VERB
fbem-19606	111	3	a	a	DET
fbem-19606	111	4	trough	trough	NOUN
fbem-19606	111	5	from	from	ADP
fbem-19606	111	6	2019	2019	NUM
fbem-19606	111	7	to	to	ADP
fbem-19606	111	8	2020	2020	NUM
fbem-19606	111	9	,	,	PUNCT
fbem-19606	111	10	the	the	DET
fbem-19606	111	11	technology	technology	NOUN
fbem-19606	111	12	progress	progress	NOUN
fbem-19606	111	13	index	index	NOUN
fbem-19606	111	14	rebounded	rebound	VERB
fbem-19606	111	15	strongly	strongly	ADV
fbem-19606	111	16	from	from	ADP
fbem-19606	111	17	2020	2020	NUM
fbem-19606	111	18	to	to	ADP
fbem-19606	111	19	2021	2021	NUM
fbem-19606	111	20	.	.	PUNCT
fbem-19606	112	1	similarly	similarly	ADV
fbem-19606	112	2	,	,	PUNCT
fbem-19606	112	3	total	total	ADJ
fbem-19606	112	4	factor	factor	NOUN
fbem-19606	112	5	productivity	productivity	NOUN
fbem-19606	112	6	bottomed	bottom	VERB
fbem-19606	112	7	out	out	ADP
fbem-19606	112	8	from	from	ADP
fbem-19606	112	9	2019	2019	NUM
fbem-19606	112	10	to	to	ADP
fbem-19606	112	11	2020	2020	NUM
fbem-19606	112	12	,	,	PUNCT
fbem-19606	112	13	previously	previously	ADV
fbem-19606	112	14	peaking	peak	VERB
fbem-19606	112	15	from	from	ADP
fbem-19606	112	16	2016	2016	NUM
fbem-19606	112	17	to	to	ADP
fbem-19606	112	18	2017	2017	NUM
fbem-19606	112	19	,	,	PUNCT
fbem-19606	112	20	and	and	CCONJ
fbem-19606	112	21	later	later	ADV
fbem-19606	112	22	showing	show	VERB
fbem-19606	112	23	signs	sign	NOUN
fbem-19606	112	24	of	of	ADP
fbem-19606	112	25	recovery	recovery	NOUN
fbem-19606	112	26	from	from	ADP
fbem-19606	112	27	2020	2020	NUM
fbem-19606	112	28	to	to	ADP
fbem-19606	112	29	2021	2021	NUM
fbem-19606	112	30	.	.	PUNCT
fbem-19606	113	1	these	these	DET
fbem-19606	113	2	changes	change	NOUN
fbem-19606	113	3	are	be	AUX
fbem-19606	113	4	related	relate	VERB
fbem-19606	113	5	to	to	ADP
fbem-19606	113	6	the	the	DET
fbem-19606	113	7	interaction	interaction	NOUN
fbem-19606	113	8	between	between	ADP
fbem-19606	113	9	external	external	ADJ
fbem-19606	113	10	environment	environment	NOUN
fbem-19606	113	11	and	and	CCONJ
fbem-19606	113	12	government	government	NOUN
fbem-19606	113	13	policies	policy	NOUN
fbem-19606	113	14	.	.	PUNCT
fbem-19606	114	1	since	since	SCONJ
fbem-19606	114	2	2017	2017	NUM
fbem-19606	114	3	,	,	PUNCT
fbem-19606	114	4	the	the	DET
fbem-19606	114	5	logistics	logistic	NOUN
fbem-19606	114	6	industry	industry	NOUN
fbem-19606	114	7	has	have	AUX
fbem-19606	114	8	widely	widely	ADV
fbem-19606	114	9	introduced	introduce	VERB
fbem-19606	114	10	new	new	ADJ
fbem-19606	114	11	technologies	technology	NOUN
fbem-19606	114	12	such	such	ADJ
fbem-19606	114	13	as	as	ADP
fbem-19606	114	14	artificial	artificial	ADJ
fbem-19606	114	15	intelligence	intelligence	NOUN
fbem-19606	114	16	and	and	CCONJ
fbem-19606	114	17	big	big	ADJ
fbem-19606	114	18	data	datum	NOUN
fbem-19606	114	19	,	,	PUNCT
fbem-19606	114	20	injecting	inject	VERB
fbem-19606	114	21	vitality	vitality	NOUN
fbem-19606	114	22	into	into	ADP
fbem-19606	114	23	the	the	DET
fbem-19606	114	24	industry	industry	NOUN
fbem-19606	114	25	's	's	PART
fbem-19606	114	26	development	development	NOUN
fbem-19606	114	27	.	.	PUNCT
fbem-19606	115	1	during	during	ADP
fbem-19606	115	2	the	the	DET
fbem-19606	115	3	global	global	ADJ
fbem-19606	115	4	pandemic	pandemic	ADJ
fbem-19606	115	5	,	,	PUNCT
fbem-19606	115	6	government	government	NOUN
fbem-19606	115	7	support	support	NOUN
fbem-19606	115	8	policies	policy	NOUN
fbem-19606	115	9	have	have	AUX
fbem-19606	115	10	further	far	ADV
fbem-19606	115	11	promoted	promote	VERB
fbem-19606	115	12	technological	technological	ADJ
fbem-19606	115	13	innovation	innovation	NOUN
fbem-19606	115	14	and	and	CCONJ
fbem-19606	115	15	the	the	DET
fbem-19606	115	16	development	development	NOUN
fbem-19606	115	17	of	of	ADP
fbem-19606	115	18	digital	digital	ADJ
fbem-19606	115	19	technology	technology	NOUN
fbem-19606	115	20	to	to	PART
fbem-19606	115	21	improve	improve	VERB
fbem-19606	115	22	transportation	transportation	NOUN
fbem-19606	115	23	efficiency	efficiency	NOUN
fbem-19606	115	24	and	and	CCONJ
fbem-19606	115	25	service	service	NOUN
fbem-19606	115	26	quality	quality	NOUN
fbem-19606	115	27	.	.	PUNCT
fbem-19606	116	1	therefore	therefore	ADV
fbem-19606	116	2	,	,	PUNCT
fbem-19606	116	3	logistics	logistic	NOUN
fbem-19606	116	4	companies	company	NOUN
fbem-19606	116	5	should	should	AUX
fbem-19606	116	6	closely	closely	ADV
fbem-19606	116	7	monitor	monitor	VERB
fbem-19606	116	8	technological	technological	ADJ
fbem-19606	116	9	development	development	NOUN
fbem-19606	116	10	trends	trend	NOUN
fbem-19606	116	11	and	and	CCONJ
fbem-19606	116	12	actively	actively	ADV
fbem-19606	116	13	improve	improve	VERB
fbem-19606	116	14	their	their	PRON
fbem-19606	116	15	technological	technological	ADJ
fbem-19606	116	16	level	level	NOUN
fbem-19606	116	17	to	to	PART
fbem-19606	116	18	cope	cope	VERB
fbem-19606	116	19	with	with	ADP
fbem-19606	116	20	future	future	ADJ
fbem-19606	116	21	competition	competition	NOUN
fbem-19606	116	22	and	and	CCONJ
fbem-19606	116	23	development	development	NOUN
fbem-19606	116	24	challenges	challenge	NOUN
fbem-19606	116	25	.	.	PUNCT
fbem-19606	117	1	table	table	NOUN
fbem-19606	117	2	4	4	NUM
fbem-19606	117	3	.	.	PUNCT
fbem-19606	117	4	malmquist	malmquist	NOUN
fbem-19606	117	5	index	index	NOUN
fbem-19606	117	6	and	and	CCONJ
fbem-19606	117	7	decomposition	decomposition	NOUN
fbem-19606	117	8	of	of	ADP
fbem-19606	117	9	listed	list	VERB
fbem-19606	117	10	logistics	logistic	NOUN
fbem-19606	117	11	companies	company	NOUN
fbem-19606	117	12	,	,	PUNCT
fbem-19606	117	13	2012	2012	NUM
fbem-19606	117	14	-	-	SYM
fbem-19606	117	15	2021	2021	NUM
fbem-19606	117	16	year	year	NOUN
fbem-19606	117	17	techni	techni	ADJ
fbem-19606	117	18	-	-	PUNCT
fbem-19606	117	19	cal	cal	NOUN
fbem-19606	117	20	efficiency	efficiency	NOUN
fbem-19606	117	21	change	change	NOUN
fbem-19606	117	22	index	index	NOUN
fbem-19606	117	23	index	index	NOUN
fbem-19606	117	24	of	of	ADP
fbem-19606	117	25	change	change	NOUN
fbem-19606	117	26	in	in	ADP
fbem-19606	117	27	techno	techno	NOUN
fbem-19606	117	28	-	-	PUNCT
fbem-19606	117	29	logical	logical	ADJ
fbem-19606	117	30	progre	progre	NOUN
fbem-19606	117	31	-	-	PUNCT
fbem-19606	117	32	ss	ss	NOUN
fbem-19606	117	33	index	index	NOUN
fbem-19606	117	34	of	of	ADP
fbem-19606	117	35	change	change	NOUN
fbem-19606	117	36	in	in	ADP
fbem-19606	117	37	pure	pure	ADJ
fbem-19606	117	38	technic	technic	PROPN
fbem-19606	117	39	-	-	PUNCT
fbem-19606	117	40	al	al	PROPN
fbem-19606	117	41	efficie	efficie	PROPN
fbem-19606	117	42	-	-	PUNCT
fbem-19606	117	43	ncy	ncy	PROPN
fbem-19606	117	44	scale	scale	NOUN
fbem-19606	117	45	efficie	efficie	NOUN
fbem-19606	117	46	-	-	PUNCT
fbem-19606	117	47	ncy	ncy	NOUN
fbem-19606	117	48	change	change	NOUN
fbem-19606	117	49	index	index	NOUN
fbem-19606	117	50	total	total	NOUN
fbem-19606	117	51	factor	factor	NOUN
fbem-19606	117	52	produc	produc	PROPN
fbem-19606	117	53	-	-	PUNCT
fbem-19606	117	54	tivity	tivity	PROPN
fbem-19606	117	55	change	change	NOUN
fbem-19606	117	56	index	index	NOUN
fbem-19606	117	57	2012	2012	NUM
fbem-19606	117	58	-	-	SYM
fbem-19606	117	59	2013	2013	NUM
fbem-19606	117	60	0.995	0.995	NUM
fbem-19606	117	61	1.005	1.005	NUM
fbem-19606	117	62	0.997	0.997	NUM
fbem-19606	117	63	0.998	0.998	NUM
fbem-19606	117	64	1.000	1.000	NUM
fbem-19606	117	65	2013	2013	NUM
fbem-19606	117	66	-	-	SYM
fbem-19606	117	67	2014	2014	NUM
fbem-19606	117	68	1.001	1.001	NUM
fbem-19606	117	69	1.002	1.002	NUM
fbem-19606	117	70	1.000	1.000	NUM
fbem-19606	117	71	1.001	1.001	NUM
fbem-19606	117	72	1.003	1.003	NUM
fbem-19606	117	73	2014	2014	NUM
fbem-19606	117	74	-	-	SYM
fbem-19606	117	75	2015	2015	NUM
fbem-19606	117	76	1.000	1.000	NUM
fbem-19606	117	77	1.003	1.003	NUM
fbem-19606	117	78	1.001	1.001	NUM
fbem-19606	117	79	0.999	0.999	NUM
fbem-19606	117	80	1.003	1.003	NUM
fbem-19606	117	81	2015	2015	NUM
fbem-19606	117	82	-	-	SYM
fbem-19606	117	83	2016	2016	NUM
fbem-19606	117	84	0.993	0.993	NUM
fbem-19606	117	85	1.003	1.003	NUM
fbem-19606	117	86	0.997	0.997	NUM
fbem-19606	117	87	0.996	0.996	NUM
fbem-19606	117	88	0.996	0.996	NUM
fbem-19606	117	89	2016	2016	NUM
fbem-19606	117	90	-	-	SYM
fbem-19606	117	91	2017	2017	NUM
fbem-19606	117	92	0.989	0.989	NUM
fbem-19606	117	93	1.032	1.032	NUM
fbem-19606	117	94	0.998	0.998	NUM
fbem-19606	117	95	0.992	0.992	NUM
fbem-19606	117	96	1.021	1.021	NUM
fbem-19606	117	97	2017	2017	NUM
fbem-19606	117	98	-	-	SYM
fbem-19606	117	99	2018	2018	NUM
fbem-19606	117	100	0.991	0.991	NUM
fbem-19606	117	101	1.012	1.012	NUM
fbem-19606	117	102	1.000	1.000	NUM
fbem-19606	117	103	0.991	0.991	NUM
fbem-19606	117	104	1.003	1.003	NUM
fbem-19606	117	105	2018	2018	NUM
fbem-19606	117	106	-	-	SYM
fbem-19606	117	107	2019	2019	NUM
fbem-19606	117	108	1.003	1.003	NUM
fbem-19606	117	109	0.996	0.996	NUM
fbem-19606	117	110	0.998	0.998	NUM
fbem-19606	117	111	1.005	1.005	NUM
fbem-19606	117	112	0.999	0.999	NUM
fbem-19606	117	113	2019	2019	NUM
fbem-19606	117	114	-	-	SYM
fbem-19606	117	115	2020	2020	NUM
fbem-19606	117	116	1.019	1.019	NUM
fbem-19606	117	117	0.969	0.969	NUM
fbem-19606	117	118	1.006	1.006	NUM
fbem-19606	117	119	1.013	1.013	NUM
fbem-19606	117	120	0.988	0.988	NUM
fbem-19606	117	121	2020	2020	NUM
fbem-19606	117	122	-	-	SYM
fbem-19606	117	123	2021	2021	NUM
fbem-19606	117	124	0.985	0.985	NUM
fbem-19606	117	125	1.036	1.036	NUM
fbem-19606	117	126	0.992	0.992	NUM
fbem-19606	117	127	0.993	0.993	NUM
fbem-19606	117	128	1.021	1.021	NUM
fbem-19606	117	129	aver	aver	ADJ
fbem-19606	117	130	-	-	ADJ
fbem-19606	117	131	age	age	NOUN
fbem-19606	117	132	value	value	NOUN
fbem-19606	117	133	0.997	0.997	NUM
fbem-19606	117	134	1.006	1.006	NUM
fbem-19606	117	135	0.999	0.999	NUM
fbem-19606	117	136	0.999	0.999	NUM
fbem-19606	117	137	1.004	1.004	NUM
fbem-19606	117	138	4	4	NUM
fbem-19606	117	139	.	.	PUNCT
fbem-19606	118	1	the	the	DET
fbem-19606	118	2	influence	influence	NOUN
fbem-19606	118	3	of	of	ADP
fbem-19606	118	4	the	the	DET
fbem-19606	118	5	development	development	NOUN
fbem-19606	118	6	level	level	NOUN
fbem-19606	118	7	of	of	ADP
fbem-19606	118	8	digital	digital	ADJ
fbem-19606	118	9	technology	technology	NOUN
fbem-19606	118	10	on	on	ADP
fbem-19606	118	11	the	the	DET
fbem-19606	118	12	operational	operational	ADJ
fbem-19606	118	13	efficiency	efficiency	NOUN
fbem-19606	118	14	of	of	ADP
fbem-19606	118	15	logistics	logistic	NOUN
fbem-19606	118	16	enterprises	enterprise	NOUN
fbem-19606	118	17	4.1	4.1	NUM
fbem-19606	118	18	.	.	PUNCT
fbem-19606	119	1	the	the	DET
fbem-19606	119	2	level	level	NOUN
fbem-19606	119	3	of	of	ADP
fbem-19606	119	4	digital	digital	ADJ
fbem-19606	119	5	technology	technology	NOUN
fbem-19606	119	6	development	development	NOUN
fbem-19606	119	7	in	in	ADP
fbem-19606	119	8	logistics	logistic	NOUN
fbem-19606	119	9	enterprises	enterprise	NOUN
fbem-19606	119	10	this	this	DET
fbem-19606	119	11	article	article	NOUN
fbem-19606	119	12	adopts	adopt	VERB
fbem-19606	119	13	the	the	DET
fbem-19606	119	14	reference	reference	NOUN
fbem-19606	119	15	of	of	ADP
fbem-19606	119	16	wu	wu	PROPN
fbem-19606	119	17	fei	fei	PROPN
fbem-19606	119	18	et	et	PROPN
fbem-19606	119	19	al	al	PROPN
fbem-19606	119	20	.	.	PUNCT
fbem-19606	120	1	[	[	X
fbem-19606	120	2	25	25	NUM
fbem-19606	120	3	]	]	PUNCT
fbem-19606	120	4	on	on	ADP
fbem-19606	120	5	the	the	DET
fbem-19606	120	6	measurement	measurement	NOUN
fbem-19606	120	7	method	method	NOUN
fbem-19606	120	8	of	of	ADP
fbem-19606	120	9	digital	digital	ADJ
fbem-19606	120	10	transformation	transformation	NOUN
fbem-19606	120	11	in	in	ADP
fbem-19606	120	12	manufacturing	manufacturing	NOUN
fbem-19606	120	13	enterprises	enterprise	NOUN
fbem-19606	120	14	,	,	PUNCT
fbem-19606	120	15	and	and	CCONJ
fbem-19606	120	16	evaluates	evaluate	VERB
fbem-19606	120	17	the	the	DET
fbem-19606	120	18	application	application	NOUN
fbem-19606	120	19	of	of	ADP
fbem-19606	120	20	digital	digital	ADJ
fbem-19606	120	21	technology	technology	NOUN
fbem-19606	120	22	in	in	ADP
fbem-19606	120	23	logistics	logistic	NOUN
fbem-19606	120	24	enterprises	enterprise	NOUN
fbem-19606	120	25	based	base	VERB
fbem-19606	120	26	on	on	ADP
fbem-19606	120	27	this	this	PRON
fbem-19606	120	28	.	.	PUNCT
fbem-19606	121	1	specifically	specifically	ADV
fbem-19606	121	2	,	,	PUNCT
fbem-19606	121	3	by	by	ADP
fbem-19606	121	4	crawling	crawl	VERB
fbem-19606	121	5	the	the	DET
fbem-19606	121	6	financial	financial	ADJ
fbem-19606	121	7	annual	annual	ADJ
fbem-19606	121	8	report	report	NOUN
fbem-19606	121	9	data	datum	NOUN
fbem-19606	121	10	of	of	ADP
fbem-19606	121	11	logistics	logistic	NOUN
fbem-19606	121	12	companies	company	NOUN
fbem-19606	121	13	listed	list	VERB
fbem-19606	121	14	on	on	ADP
fbem-19606	121	15	the	the	DET
fbem-19606	121	16	shanghai	shanghai	PROPN
fbem-19606	121	17	stock	stock	PROPN
fbem-19606	121	18	exchange	exchange	PROPN
fbem-19606	121	19	and	and	CCONJ
fbem-19606	121	20	shenzhen	shenzhen	PROPN
fbem-19606	121	21	stock	stock	PROPN
fbem-19606	121	22	exchange	exchange	PROPN
fbem-19606	121	23	from	from	ADP
fbem-19606	121	24	2012	2012	NUM
fbem-19606	121	25	to	to	ADP
fbem-19606	121	26	2021	2021	NUM
fbem-19606	121	27	,	,	PUNCT
fbem-19606	121	28	and	and	CCONJ
fbem-19606	121	29	extracting	extract	VERB
fbem-19606	121	30	policy	policy	NOUN
fbem-19606	121	31	texts	text	NOUN
fbem-19606	121	32	related	relate	VERB
fbem-19606	121	33	to	to	ADP
fbem-19606	121	34	the	the	DET
fbem-19606	121	35	logistics	logistic	NOUN
fbem-19606	121	36	industry	industry	NOUN
fbem-19606	121	37	from	from	ADP
fbem-19606	121	38	the	the	DET
fbem-19606	121	39	state	state	NOUN
fbem-19606	121	40	council	council	NOUN
fbem-19606	121	41	policy	policy	NOUN
fbem-19606	121	42	document	document	NOUN
fbem-19606	121	43	library	library	NOUN
fbem-19606	121	44	on	on	ADP
fbem-19606	121	45	the	the	DET
fbem-19606	121	46	chinese	chinese	ADJ
fbem-19606	121	47	government	government	NOUN
fbem-19606	121	48	website	website	NOUN
fbem-19606	121	49	,	,	PUNCT
fbem-19606	121	50	python	python	NOUN
fbem-19606	121	51	and	and	CCONJ
fbem-19606	121	52	text	text	NOUN
fbem-19606	121	53	mining	mining	NOUN
fbem-19606	121	54	technology	technology	NOUN
fbem-19606	121	55	were	be	AUX
fbem-19606	121	56	used	use	VERB
fbem-19606	121	57	to	to	PART
fbem-19606	121	58	analyze	analyze	VERB
fbem-19606	121	59	the	the	DET
fbem-19606	121	60	keywords	keyword	NOUN
fbem-19606	121	61	related	relate	VERB
fbem-19606	121	62	to	to	ADP
fbem-19606	121	63	digital	digital	ADJ
fbem-19606	121	64	transformation	transformation	NOUN
fbem-19606	121	65	in	in	ADP
fbem-19606	121	66	these	these	DET
fbem-19606	121	67	annual	annual	ADJ
fbem-19606	121	68	reports	report	NOUN
fbem-19606	121	69	.	.	PUNCT
fbem-19606	122	1	based	base	VERB
fbem-19606	122	2	on	on	ADP
fbem-19606	122	3	the	the	DET
fbem-19606	122	4	analysis	analysis	NOUN
fbem-19606	122	5	,	,	PUNCT
fbem-19606	122	6	digital	digital	ADJ
fbem-19606	122	7	technology	technology	NOUN
fbem-19606	122	8	is	be	AUX
fbem-19606	122	9	divided	divide	VERB
fbem-19606	122	10	into	into	ADP
fbem-19606	122	11	five	five	NUM
fbem-19606	122	12	dimensions	dimension	NOUN
fbem-19606	122	13	according	accord	VERB
fbem-19606	122	14	to	to	ADP
fbem-19606	122	15	its	its	PRON
fbem-19606	122	16	nature	nature	NOUN
fbem-19606	122	17	,	,	PUNCT
fbem-19606	122	18	application	application	NOUN
fbem-19606	122	19	scenarios	scenario	NOUN
fbem-19606	122	20	,	,	PUNCT
fbem-19606	122	21	and	and	CCONJ
fbem-19606	122	22	technological	technological	ADJ
fbem-19606	122	23	characteristics	characteristic	NOUN
fbem-19606	122	24	,	,	PUNCT
fbem-19606	122	25	combined	combine	VERB
fbem-19606	122	26	with	with	ADP
fbem-19606	122	27	the	the	DET
fbem-19606	122	28	opinions	opinion	NOUN
fbem-19606	122	29	and	and	CCONJ
fbem-19606	122	30	suggestions	suggestion	NOUN
fbem-19606	122	31	of	of	ADP
fbem-19606	122	32	relevant	relevant	ADJ
fbem-19606	122	33	experts	expert	NOUN
fbem-19606	122	34	,	,	PUNCT
fbem-19606	122	35	as	as	SCONJ
fbem-19606	122	36	shown	show	VERB
fbem-19606	122	37	in	in	ADP
fbem-19606	122	38	table	table	NOUN
fbem-19606	122	39	5	5	NUM
fbem-19606	122	40	.	.	PUNCT
fbem-19606	122	41	table	table	NOUN
fbem-19606	122	42	5	5	NUM
fbem-19606	122	43	.	.	PUNCT
fbem-19606	123	1	keywords	keyword	NOUN
fbem-19606	123	2	of	of	ADP
fbem-19606	123	3	digital	digital	ADJ
fbem-19606	123	4	technology	technology	NOUN
fbem-19606	123	5	for	for	ADP
fbem-19606	123	6	logistics	logistic	NOUN
fbem-19606	123	7	enterprises	enterprise	NOUN
fbem-19606	123	8	keyword	keyword	NOUN
fbem-19606	123	9	dimension	dimension	NOUN
fbem-19606	123	10	keyword	keyword	NOUN
fbem-19606	123	11	quantitative	quantitative	ADJ
fbem-19606	123	12	indicators	indicator	NOUN
fbem-19606	123	13	intelligent	intelligent	ADJ
fbem-19606	123	14	sensing	sensing	NOUN
fbem-19606	123	15	and	and	CCONJ
fbem-19606	123	16	recognition	recognition	NOUN
fbem-19606	123	17	smart	smart	ADJ
fbem-19606	123	18	sensors	sensor	NOUN
fbem-19606	123	19	,	,	PUNCT
fbem-19606	123	20	image	image	NOUN
fbem-19606	123	21	recognition	recognition	NOUN
fbem-19606	123	22	,	,	PUNCT
fbem-19606	123	23	face	face	NOUN
fbem-19606	123	24	recognition	recognition	NOUN
fbem-19606	123	25	,	,	PUNCT
fbem-19606	123	26	barcode	barcode	NOUN
fbem-19606	123	27	recognition	recognition	NOUN
fbem-19606	123	28	,	,	PUNCT
fbem-19606	123	29	rfid	rfid	NOUN
fbem-19606	123	30	,	,	PUNCT
fbem-19606	123	31	sensors	sensor	NOUN
fbem-19606	123	32	,	,	PUNCT
fbem-19606	123	33	infrared	infrared	ADJ
fbem-19606	123	34	sensing	sensing	NOUN
fbem-19606	123	35	,	,	PUNCT
fbem-19606	123	36	rf	rf	NOUN
fbem-19606	123	37	systems	system	NOUN
fbem-19606	123	38	,	,	PUNCT
fbem-19606	123	39	smartphones	smartphone	NOUN
fbem-19606	123	40	,	,	PUNCT
fbem-19606	123	41	environmental	environmental	ADJ
fbem-19606	123	42	monitoring	monitoring	NOUN
fbem-19606	123	43	automation	automation	NOUN
fbem-19606	123	44	and	and	CCONJ
fbem-19606	123	45	control	control	VERB
fbem-19606	123	46	automatic	automatic	ADJ
fbem-19606	123	47	control	control	NOUN
fbem-19606	123	48	,	,	PUNCT
fbem-19606	123	49	automatic	automatic	ADJ
fbem-19606	123	50	detection	detection	NOUN
fbem-19606	123	51	,	,	PUNCT
fbem-19606	123	52	automatic	automatic	ADJ
fbem-19606	123	53	identification	identification	NOUN
fbem-19606	123	54	,	,	PUNCT
fbem-19606	123	55	robotics	robotic	NOUN
fbem-19606	123	56	,	,	PUNCT
fbem-19606	123	57	automated	automate	VERB
fbem-19606	123	58	guided	guide	VERB
fbem-19606	123	59	vehicle	vehicle	NOUN
fbem-19606	123	60	,	,	PUNCT
fbem-19606	123	61	autonomous	autonomous	ADJ
fbem-19606	123	62	mobile	mobile	ADJ
fbem-19606	123	63	robots	robot	NOUN
fbem-19606	123	64	,	,	PUNCT
fbem-19606	123	65	drones	drone	NOUN
fbem-19606	123	66	,	,	PUNCT
fbem-19606	123	67	unmanned	unmanned	ADJ
fbem-19606	123	68	machines	machine	NOUN
fbem-19606	123	69	,	,	PUNCT
fbem-19606	123	70	unmanned	unmanned	ADJ
fbem-19606	123	71	forklifts	forklift	NOUN
fbem-19606	123	72	,	,	PUNCT
fbem-19606	123	73	unmanned	unmanned	ADJ
fbem-19606	123	74	sorting	sorting	NOUN
fbem-19606	123	75	vehicles	vehicle	NOUN
fbem-19606	123	76	,	,	PUNCT
fbem-19606	123	77	unmanned	unmanned	ADJ
fbem-19606	123	78	tractor	tractor	NOUN
fbem-19606	123	79	trailers	trailer	NOUN
fbem-19606	123	80	,	,	PUNCT
fbem-19606	123	81	rail	rail	NOUN
fbem-19606	123	82	-	-	PUNCT
fbem-19606	123	83	guided	guide	VERB
fbem-19606	123	84	automated	automate	VERB
fbem-19606	123	85	vehicles	vehicle	NOUN
fbem-19606	123	86	,	,	PUNCT
fbem-19606	123	87	mobile	mobile	ADJ
fbem-19606	123	88	application	application	NOUN
fbem-19606	123	89	technology	technology	NOUN
fbem-19606	123	90	,	,	PUNCT
fbem-19606	123	91	monitoring	monitor	VERB
fbem-19606	123	92	technology	technology	NOUN
fbem-19606	123	93	,	,	PUNCT
fbem-19606	123	94	data	data	NOUN
fbem-19606	123	95	processing	processing	NOUN
fbem-19606	123	96	,	,	PUNCT
fbem-19606	123	97	data	datum	NOUN
fbem-19606	123	98	interchange	interchange	NOUN
fbem-19606	123	99	,	,	PUNCT
fbem-19606	123	100	intelligent	intelligent	ADJ
fbem-19606	123	101	warehousing	warehousing	NOUN
fbem-19606	123	102	,	,	PUNCT
fbem-19606	123	103	milkrun	milkrun	NOUN
fbem-19606	123	104	cyclic	cyclic	NOUN
fbem-19606	123	105	pickup	pickup	NOUN
fbem-19606	123	106	data	datum	NOUN
fbem-19606	123	107	and	and	CCONJ
fbem-19606	123	108	communications	communication	NOUN
fbem-19606	123	109	ict	ict	PROPN
fbem-19606	123	110	,	,	PUNCT
fbem-19606	123	111	internet	internet	NOUN
fbem-19606	123	112	,	,	PUNCT
fbem-19606	123	113	interconnection	interconnection	NOUN
fbem-19606	123	114	,	,	PUNCT
fbem-19606	123	115	warehouse	warehouse	NOUN
fbem-19606	123	116	management	management	NOUN
fbem-19606	123	117	system	system	NOUN
fbem-19606	123	118	,	,	PUNCT
fbem-19606	123	119	gps	gps	PROPN
fbem-19606	123	120	,	,	PUNCT
fbem-19606	123	121	gprs	gprs	NOUN
fbem-19606	123	122	,	,	PUNCT
fbem-19606	123	123	geographic	geographic	ADJ
fbem-19606	123	124	information	information	NOUN
fbem-19606	123	125	system	system	NOUN
fbem-19606	123	126	,	,	PUNCT
fbem-19606	123	127	electronic	electronic	ADJ
fbem-19606	123	128	toll	toll	NOUN
fbem-19606	123	129	collection	collection	NOUN
fbem-19606	123	130	system	system	NOUN
fbem-19606	123	131	,	,	PUNCT
fbem-19606	123	132	intelligent	intelligent	ADJ
fbem-19606	123	133	transportation	transportation	NOUN
fbem-19606	123	134	system	system	NOUN
fbem-19606	123	135	,	,	PUNCT
fbem-19606	123	136	electronic	electronic	ADJ
fbem-19606	123	137	data	datum	NOUN
fbem-19606	123	138	interchange	interchange	NOUN
fbem-19606	123	139	,	,	PUNCT
fbem-19606	123	140	data	datum	NOUN
fbem-19606	123	141	analysis	analysis	NOUN
fbem-19606	123	142	,	,	PUNCT
fbem-19606	123	143	data	datum	NOUN
fbem-19606	123	144	sharing	sharing	NOUN
fbem-19606	123	145	,	,	PUNCT
fbem-19606	123	146	data	datum	NOUN
fbem-19606	123	147	management	management	NOUN
fbem-19606	123	148	,	,	PUNCT
fbem-19606	123	149	data	datum	NOUN
fbem-19606	123	150	mining	mining	NOUN
fbem-19606	123	151	,	,	PUNCT
fbem-19606	123	152	data	datum	NOUN
fbem-19606	123	153	transmission	transmission	NOUN
fbem-19606	123	154	,	,	PUNCT
fbem-19606	123	155	data	data	NOUN
fbem-19606	123	156	visualization	visualization	NOUN
fbem-19606	123	157	,	,	PUNCT
fbem-19606	123	158	big	big	ADJ
fbem-19606	123	159	data	datum	NOUN
fbem-19606	123	160	analysis	analysis	NOUN
fbem-19606	123	161	,	,	PUNCT
fbem-19606	123	162	it	it	PRON
fbem-19606	123	163	,	,	PUNCT
fbem-19606	123	164	app	app	PROPN
fbem-19606	123	165	pos	pos	NOUN
fbem-19606	123	166	,	,	PUNCT
fbem-19606	123	167	ic	ic	PROPN
fbem-19606	123	168	card	card	VERB
fbem-19606	123	169	intelligent	intelligent	ADJ
fbem-19606	123	170	algorithms	algorithm	NOUN
fbem-19606	123	171	and	and	CCONJ
fbem-19606	123	172	technologies	technology	NOUN
fbem-19606	123	173	intelligent	intelligent	ADJ
fbem-19606	123	174	algorithms	algorithm	NOUN
fbem-19606	123	175	,	,	PUNCT
fbem-19606	123	176	augmented	augment	VERB
fbem-19606	123	177	reality	reality	NOUN
fbem-19606	123	178	,	,	PUNCT
fbem-19606	123	179	virtual	virtual	ADJ
fbem-19606	123	180	reality	reality	NOUN
fbem-19606	123	181	,	,	PUNCT
fbem-19606	123	182	mixed	mixed	ADJ
fbem-19606	123	183	reality	reality	NOUN
fbem-19606	123	184	,	,	PUNCT
fbem-19606	123	185	5	5	NUM
fbem-19606	123	186	g	g	NOUN
fbem-19606	123	187	,	,	PUNCT
fbem-19606	123	188	3d	3d	NUM
fbem-19606	123	189	printing	printing	NOUN
fbem-19606	123	190	,	,	PUNCT
fbem-19606	123	191	intelligent	intelligent	ADJ
fbem-19606	123	192	algorithms	algorithm	NOUN
fbem-19606	123	193	,	,	PUNCT
fbem-19606	123	194	artificial	artificial	ADJ
fbem-19606	123	195	intelligence	intelligence	NOUN
fbem-19606	123	196	technology	technology	NOUN
fbem-19606	123	197	,	,	PUNCT
fbem-19606	123	198	logistics	logistic	NOUN
fbem-19606	123	199	monitoring	monitoring	NOUN
fbem-19606	123	200	technology	technology	NOUN
fbem-19606	123	201	internet	internet	NOUN
fbem-19606	123	202	of	of	ADP
fbem-19606	123	203	things	thing	NOUN
fbem-19606	123	204	and	and	CCONJ
fbem-19606	123	205	cloud	cloud	NOUN
fbem-19606	123	206	computing	computing	NOUN
fbem-19606	123	207	iot	iot	NOUN
fbem-19606	123	208	,	,	PUNCT
fbem-19606	123	209	cloud	cloud	NOUN
fbem-19606	123	210	computing	computing	NOUN
fbem-19606	123	211	,	,	PUNCT
fbem-19606	123	212	blockchain	blockchain	PROPN
fbem-19606	123	213	,	,	PUNCT
fbem-19606	123	214	edge	edge	NOUN
fbem-19606	123	215	computing	computing	NOUN
fbem-19606	123	216	,	,	PUNCT
fbem-19606	123	217	artificial	artificial	ADJ
fbem-19606	123	218	intelligence	intelligence	NOUN
fbem-19606	123	219	internet	internet	NOUN
fbem-19606	123	220	of	of	ADP
fbem-19606	123	221	things	thing	NOUN
fbem-19606	123	222	according	accord	VERB
fbem-19606	123	223	to	to	ADP
fbem-19606	123	224	the	the	DET
fbem-19606	123	225	constructed	construct	VERB
fbem-19606	123	226	logistics	logistic	NOUN
fbem-19606	123	227	enterprise	enterprise	NOUN
fbem-19606	123	228	digital	digital	ADJ
fbem-19606	123	229	technology	technology	PROPN
fbem-19606	123	230	dictionary	dictionary	PROPN
fbem-19606	123	231	,	,	PUNCT
fbem-19606	123	232	the	the	DET
fbem-19606	123	233	keywords	keyword	NOUN
fbem-19606	123	234	for	for	ADP
fbem-19606	123	235	a	a	DET
fbem-19606	123	236	total	total	NOUN
fbem-19606	123	237	of	of	ADP
fbem-19606	123	238	10	10	NUM
fbem-19606	123	239	years	year	NOUN
fbem-19606	123	240	from	from	ADP
fbem-19606	123	241	2012	2012	NUM
fbem-19606	123	242	to	to	ADP
fbem-19606	123	243	2021	2021	NUM
fbem-19606	123	244	are	be	AUX
fbem-19606	123	245	extracted	extract	VERB
fbem-19606	123	246	,	,	PUNCT
fbem-19606	123	247	and	and	CCONJ
fbem-19606	123	248	since	since	SCONJ
fbem-19606	123	249	the	the	DET
fbem-19606	123	250	total	total	ADJ
fbem-19606	123	251	number	number	NOUN
fbem-19606	123	252	of	of	ADP
fbem-19606	123	253	keywords	keyword	NOUN
fbem-19606	123	254	obtained	obtain	VERB
fbem-19606	123	255	has	have	VERB
fbem-19606	123	256	a	a	DET
fbem-19606	123	257	right	right	ADJ
fbem-19606	123	258	bias	bias	NOUN
fbem-19606	123	259	,	,	PUNCT
fbem-19606	123	260	the	the	DET
fbem-19606	123	261	direct	direct	ADJ
fbem-19606	123	262	bias	bias	NOUN
fbem-19606	123	263	as	as	ADP
fbem-19606	123	264	the	the	DET
fbem-19606	123	265	degree	degree	NOUN
fbem-19606	123	266	of	of	ADP
fbem-19606	123	267	transformation	transformation	NOUN
fbem-19606	123	268	will	will	AUX
fbem-19606	123	269	be	be	AUX
fbem-19606	123	270	larger	large	ADJ
fbem-19606	123	271	.	.	PUNCT
fbem-19606	124	1	therefore	therefore	ADV
fbem-19606	124	2	,	,	PUNCT
fbem-19606	124	3	in	in	ADP
fbem-19606	124	4	accordance	accordance	NOUN
fbem-19606	124	5	with	with	ADP
fbem-19606	124	6	the	the	DET
fbem-19606	124	7	research	research	NOUN
fbem-19606	124	8	of	of	ADP
fbem-19606	124	9	wu	wu	PROPN
fbem-19606	124	10	fei	fei	PROPN
fbem-19606	124	11	and	and	CCONJ
fbem-19606	124	12	other	other	ADJ
fbem-19606	124	13	scholars	scholar	NOUN
fbem-19606	124	14	,	,	PUNCT
fbem-19606	124	15	it	it	PRON
fbem-19606	124	16	132	132	NUM
fbem-19606	124	17	is	be	AUX
fbem-19606	124	18	logarithmized	logarithmize	VERB
fbem-19606	124	19	so	so	SCONJ
fbem-19606	124	20	as	as	SCONJ
fbem-19606	124	21	to	to	PART
fbem-19606	124	22	obtain	obtain	VERB
fbem-19606	124	23	the	the	DET
fbem-19606	124	24	overall	overall	ADJ
fbem-19606	124	25	index	index	NOUN
fbem-19606	124	26	for	for	ADP
fbem-19606	124	27	portraying	portray	VERB
fbem-19606	124	28	the	the	DET
fbem-19606	124	29	digital	digital	ADJ
fbem-19606	124	30	technology	technology	NOUN
fbem-19606	124	31	of	of	ADP
fbem-19606	124	32	logistics	logistic	NOUN
fbem-19606	124	33	enterprises	enterprise	NOUN
fbem-19606	124	34	,	,	PUNCT
fbem-19606	124	35	and	and	CCONJ
fbem-19606	124	36	the	the	DET
fbem-19606	124	37	value	value	NOUN
fbem-19606	124	38	of	of	ADP
fbem-19606	124	39	this	this	DET
fbem-19606	124	40	index	index	NOUN
fbem-19606	124	41	is	be	AUX
fbem-19606	124	42	proportional	proportional	ADJ
fbem-19606	124	43	to	to	ADP
fbem-19606	124	44	the	the	DET
fbem-19606	124	45	degree	degree	NOUN
fbem-19606	124	46	of	of	ADP
fbem-19606	124	47	digital	digital	ADJ
fbem-19606	124	48	technology	technology	NOUN
fbem-19606	124	49	of	of	ADP
fbem-19606	124	50	enterprises	enterprise	NOUN
fbem-19606	124	51	,	,	PUNCT
fbem-19606	124	52	as	as	SCONJ
fbem-19606	124	53	shown	show	VERB
fbem-19606	124	54	in	in	ADP
fbem-19606	124	55	table	table	NOUN
fbem-19606	124	56	6	6	NUM
fbem-19606	124	57	.	.	PUNCT
fbem-19606	125	1	divide	divide	VERB
fbem-19606	125	2	the	the	DET
fbem-19606	125	3	digital	digital	ADJ
fbem-19606	125	4	technology	technology	NOUN
fbem-19606	125	5	level	level	NOUN
fbem-19606	125	6	of	of	ADP
fbem-19606	125	7	48	48	NUM
fbem-19606	125	8	listed	list	VERB
fbem-19606	125	9	logistics	logistic	NOUN
fbem-19606	125	10	companies	company	NOUN
fbem-19606	125	11	from	from	ADP
fbem-19606	125	12	2012	2012	NUM
fbem-19606	125	13	to	to	ADP
fbem-19606	125	14	2022	2022	NUM
fbem-19606	125	15	into	into	ADP
fbem-19606	125	16	two	two	NUM
fbem-19606	125	17	parts	part	NOUN
fbem-19606	125	18	based	base	VERB
fbem-19606	125	19	on	on	ADP
fbem-19606	125	20	the	the	DET
fbem-19606	125	21	average	average	ADJ
fbem-19606	125	22	value	value	NOUN
fbem-19606	125	23	.	.	PUNCT
fbem-19606	126	1	as	as	SCONJ
fbem-19606	126	2	the	the	DET
fbem-19606	126	3	average	average	ADJ
fbem-19606	126	4	value	value	NOUN
fbem-19606	126	5	is	be	AUX
fbem-19606	126	6	1.252	1.252	NUM
fbem-19606	126	7	,	,	PUNCT
fbem-19606	126	8	companies	company	NOUN
fbem-19606	126	9	with	with	ADP
fbem-19606	126	10	digital	digital	ADJ
fbem-19606	126	11	technology	technology	NOUN
fbem-19606	126	12	indicators	indicator	NOUN
fbem-19606	126	13	between	between	ADP
fbem-19606	126	14	0	0	NUM
fbem-19606	126	15	and	and	CCONJ
fbem-19606	126	16	1.252	1.252	NUM
fbem-19606	126	17	are	be	AUX
fbem-19606	126	18	classified	classify	VERB
fbem-19606	126	19	as	as	ADP
fbem-19606	126	20	samples	sample	NOUN
fbem-19606	126	21	with	with	ADP
fbem-19606	126	22	low	low	ADJ
fbem-19606	126	23	digital	digital	ADJ
fbem-19606	126	24	technology	technology	NOUN
fbem-19606	126	25	level	level	NOUN
fbem-19606	126	26	.	.	PUNCT
fbem-19606	127	1	companies	company	NOUN
fbem-19606	127	2	with	with	ADP
fbem-19606	127	3	digital	digital	ADJ
fbem-19606	127	4	technology	technology	NOUN
fbem-19606	127	5	indicators	indicator	NOUN
fbem-19606	127	6	greater	great	ADJ
fbem-19606	127	7	than	than	ADP
fbem-19606	127	8	1.252	1.252	NUM
fbem-19606	127	9	are	be	AUX
fbem-19606	127	10	classified	classify	VERB
fbem-19606	127	11	as	as	ADP
fbem-19606	127	12	samples	sample	NOUN
fbem-19606	127	13	with	with	ADP
fbem-19606	127	14	high	high	ADJ
fbem-19606	127	15	digital	digital	ADJ
fbem-19606	127	16	technology	technology	NOUN
fbem-19606	127	17	level	level	NOUN
fbem-19606	127	18	,	,	PUNCT
fbem-19606	127	19	resulting	result	VERB
fbem-19606	127	20	in	in	ADP
fbem-19606	127	21	19	19	NUM
fbem-19606	127	22	logistics	logistic	NOUN
fbem-19606	127	23	companies	company	NOUN
fbem-19606	127	24	with	with	ADP
fbem-19606	127	25	high	high	ADJ
fbem-19606	127	26	digital	digital	ADJ
fbem-19606	127	27	technology	technology	NOUN
fbem-19606	127	28	and	and	CCONJ
fbem-19606	127	29	29	29	NUM
fbem-19606	127	30	logistics	logistic	NOUN
fbem-19606	127	31	companies	company	NOUN
fbem-19606	127	32	with	with	ADP
fbem-19606	127	33	low	low	ADJ
fbem-19606	127	34	digital	digital	ADJ
fbem-19606	127	35	technology	technology	NOUN
fbem-19606	127	36	.	.	PUNCT
fbem-19606	128	1	this	this	PRON
fbem-19606	128	2	indicates	indicate	VERB
fbem-19606	128	3	that	that	SCONJ
fbem-19606	128	4	in	in	ADP
fbem-19606	128	5	the	the	DET
fbem-19606	128	6	past	past	ADJ
fbem-19606	128	7	decade	decade	NOUN
fbem-19606	128	8	,	,	PUNCT
fbem-19606	128	9	some	some	DET
fbem-19606	128	10	logistics	logistic	NOUN
fbem-19606	128	11	companies	company	NOUN
fbem-19606	128	12	have	have	AUX
fbem-19606	128	13	performed	perform	VERB
fbem-19606	128	14	outstandingly	outstandingly	ADV
fbem-19606	128	15	in	in	ADP
fbem-19606	128	16	the	the	DET
fbem-19606	128	17	application	application	NOUN
fbem-19606	128	18	and	and	CCONJ
fbem-19606	128	19	development	development	NOUN
fbem-19606	128	20	of	of	ADP
fbem-19606	128	21	digital	digital	ADJ
fbem-19606	128	22	technology	technology	NOUN
fbem-19606	128	23	,	,	PUNCT
fbem-19606	128	24	while	while	SCONJ
fbem-19606	128	25	others	other	NOUN
fbem-19606	128	26	have	have	AUX
fbem-19606	128	27	performed	perform	VERB
fbem-19606	128	28	relatively	relatively	ADV
fbem-19606	128	29	poorly	poorly	ADV
fbem-19606	128	30	.	.	PUNCT
fbem-19606	129	1	this	this	DET
fbem-19606	129	2	classification	classification	NOUN
fbem-19606	129	3	can	can	AUX
fbem-19606	129	4	help	help	VERB
fbem-19606	129	5	us	we	PRON
fbem-19606	129	6	better	well	ADV
fbem-19606	129	7	understand	understand	VERB
fbem-19606	129	8	the	the	DET
fbem-19606	129	9	differences	difference	NOUN
fbem-19606	129	10	and	and	CCONJ
fbem-19606	129	11	leading	leading	ADJ
fbem-19606	129	12	levels	level	NOUN
fbem-19606	129	13	of	of	ADP
fbem-19606	129	14	digital	digital	ADJ
fbem-19606	129	15	technology	technology	NOUN
fbem-19606	129	16	among	among	ADP
fbem-19606	129	17	different	different	ADJ
fbem-19606	129	18	logistics	logistic	NOUN
fbem-19606	129	19	companies	company	NOUN
fbem-19606	129	20	.	.	PUNCT
fbem-19606	130	1	table	table	NOUN
fbem-19606	130	2	6	6	NUM
fbem-19606	130	3	.	.	PUNCT
fbem-19606	131	1	descriptive	descriptive	ADJ
fbem-19606	131	2	statistics	statistic	NOUN
fbem-19606	131	3	of	of	ADP
fbem-19606	131	4	numerical	numerical	PROPN
fbem-19606	131	5	intelligence	intelligence	PROPN
fbem-19606	131	6	technology	technology	NOUN
fbem-19606	131	7	levels	level	NOUN
fbem-19606	131	8	variant	variant	VERB
fbem-19606	131	9	sample	sample	NOUN
fbem-19606	131	10	size	size	NOUN
fbem-19606	131	11	avera	avera	PROPN
fbem-19606	131	12	-	-	PUNCT
fbem-19606	131	13	ge	ge	PROPN
fbem-19606	131	14	value	value	NOUN
fbem-19606	131	15	stand	stand	PROPN
fbem-19606	131	16	-	-	PUNCT
fbem-19606	131	17	ard	ard	PROPN
fbem-19606	131	18	deviati	deviati	NOUN
fbem-19606	131	19	-	-	PUNCT
fbem-19606	131	20	on	on	ADP
fbem-19606	131	21	maxi	maxi	ADJ
fbem-19606	131	22	-	-	PUNCT
fbem-19606	131	23	mum	mum	NOUN
fbem-19606	131	24	value	value	NOUN
fbem-19606	131	25	minim	minim	NOUN
fbem-19606	131	26	-	-	PUNCT
fbem-19606	131	27	um	um	INTJ
fbem-19606	131	28	value	value	NOUN
fbem-19606	131	29	dig	dig	VERB
fbem-19606	131	30	480	480	NUM
fbem-19606	131	31	6.650	6.650	NUM
fbem-19606	131	32	17.108	17.108	NUM
fbem-19606	131	33	186	186	NUM
fbem-19606	131	34	0	0	NUM
fbem-19606	131	35	ln(dig+1	ln(dig+1	NOUN
fbem-19606	131	36	)	)	PUNCT
fbem-19606	131	37	480	480	NUM
fbem-19606	131	38	1.252	1.252	NUM
fbem-19606	131	39	1.098	1.098	NUM
fbem-19606	131	40	5.231	5.231	NUM
fbem-19606	131	41	0	0	NUM
fbem-19606	131	42	4.2	4.2	NUM
fbem-19606	131	43	.	.	PUNCT
fbem-19606	132	1	the	the	DET
fbem-19606	132	2	impact	impact	NOUN
fbem-19606	132	3	of	of	ADP
fbem-19606	132	4	digital	digital	ADJ
fbem-19606	132	5	technology	technology	NOUN
fbem-19606	132	6	development	development	NOUN
fbem-19606	132	7	level	level	NOUN
fbem-19606	132	8	on	on	ADP
fbem-19606	132	9	operational	operational	ADJ
fbem-19606	132	10	efficiency	efficiency	NOUN
fbem-19606	132	11	to	to	PART
fbem-19606	132	12	describe	describe	VERB
fbem-19606	132	13	the	the	DET
fbem-19606	132	14	relationship	relationship	NOUN
fbem-19606	132	15	between	between	ADP
fbem-19606	132	16	the	the	DET
fbem-19606	132	17	level	level	NOUN
fbem-19606	132	18	of	of	ADP
fbem-19606	132	19	digital	digital	ADJ
fbem-19606	132	20	technology	technology	NOUN
fbem-19606	132	21	development	development	NOUN
fbem-19606	132	22	and	and	CCONJ
fbem-19606	132	23	logistics	logistic	NOUN
fbem-19606	132	24	efficiency	efficiency	NOUN
fbem-19606	132	25	,	,	PUNCT
fbem-19606	132	26	we	we	PRON
fbem-19606	132	27	set	set	VERB
fbem-19606	132	28	the	the	DET
fbem-19606	132	29	level	level	NOUN
fbem-19606	132	30	of	of	ADP
fbem-19606	132	31	digital	digital	ADJ
fbem-19606	132	32	technology	technology	NOUN
fbem-19606	132	33	development	development	NOUN
fbem-19606	132	34	as	as	ADP
fbem-19606	132	35	a	a	DET
fbem-19606	132	36	categorical	categorical	ADJ
fbem-19606	132	37	variable	variable	NOUN
fbem-19606	132	38	and	and	CCONJ
fbem-19606	132	39	divided	divide	VERB
fbem-19606	132	40	it	it	PRON
fbem-19606	132	41	into	into	ADP
fbem-19606	132	42	low	low	ADJ
fbem-19606	132	43	-	-	PUNCT
fbem-19606	132	44	level	level	NOUN
fbem-19606	132	45	and	and	CCONJ
fbem-19606	132	46	high	high	ADJ
fbem-19606	132	47	-	-	PUNCT
fbem-19606	132	48	level	level	NOUN
fbem-19606	132	49	groups	group	NOUN
fbem-19606	132	50	.	.	PUNCT
fbem-19606	133	1	using	use	VERB
fbem-19606	133	2	grouping	group	VERB
fbem-19606	133	3	statistical	statistical	ADJ
fbem-19606	133	4	methods	method	NOUN
fbem-19606	133	5	,	,	PUNCT
fbem-19606	133	6	we	we	PRON
fbem-19606	133	7	described	describe	VERB
fbem-19606	133	8	the	the	DET
fbem-19606	133	9	relationship	relationship	NOUN
fbem-19606	133	10	between	between	ADP
fbem-19606	133	11	the	the	DET
fbem-19606	133	12	level	level	NOUN
fbem-19606	133	13	of	of	ADP
fbem-19606	133	14	digital	digital	ADJ
fbem-19606	133	15	technology	technology	NOUN
fbem-19606	133	16	development	development	NOUN
fbem-19606	133	17	and	and	CCONJ
fbem-19606	133	18	static	static	ADJ
fbem-19606	133	19	and	and	CCONJ
fbem-19606	133	20	dynamic	dynamic	ADJ
fbem-19606	133	21	logistics	logistic	NOUN
fbem-19606	133	22	efficiency	efficiency	NOUN
fbem-19606	133	23	,	,	PUNCT
fbem-19606	133	24	respectively	respectively	ADV
fbem-19606	133	25	.	.	PUNCT
fbem-19606	134	1	the	the	DET
fbem-19606	134	2	results	result	NOUN
fbem-19606	134	3	are	be	AUX
fbem-19606	134	4	shown	show	VERB
fbem-19606	134	5	in	in	ADP
fbem-19606	134	6	tables	table	NOUN
fbem-19606	134	7	7	7	NUM
fbem-19606	134	8	and	and	CCONJ
fbem-19606	134	9	8	8	NUM
fbem-19606	134	10	.	.	X
fbem-19606	135	1	4.2.1	4.2.1	NUM
fbem-19606	135	2	.	.	NOUN
fbem-19606	136	1	1	1	NUM
fbem-19606	136	2	.	.	X
fbem-19606	136	3	static	static	ADJ
fbem-19606	136	4	efficiency	efficiency	NOUN
fbem-19606	136	5	in	in	ADP
fbem-19606	136	6	terms	term	NOUN
fbem-19606	136	7	of	of	ADP
fbem-19606	136	8	static	static	ADJ
fbem-19606	136	9	operational	operational	ADJ
fbem-19606	136	10	efficiency	efficiency	NOUN
fbem-19606	136	11	,	,	PUNCT
fbem-19606	136	12	scholars	scholar	NOUN
fbem-19606	136	13	usually	usually	ADV
fbem-19606	136	14	choose	choose	VERB
fbem-19606	136	15	comprehensive	comprehensive	ADJ
fbem-19606	136	16	efficiency	efficiency	NOUN
fbem-19606	136	17	or	or	CCONJ
fbem-19606	136	18	pure	pure	ADJ
fbem-19606	136	19	technical	technical	ADJ
fbem-19606	136	20	efficiency	efficiency	NOUN
fbem-19606	136	21	for	for	ADP
fbem-19606	136	22	a	a	DET
fbem-19606	136	23	single	single	ADJ
fbem-19606	136	24	analysis	analysis	NOUN
fbem-19606	136	25	.	.	PUNCT
fbem-19606	137	1	in	in	ADP
fbem-19606	137	2	this	this	DET
fbem-19606	137	3	article	article	NOUN
fbem-19606	137	4	,	,	PUNCT
fbem-19606	137	5	comprehensive	comprehensive	ADJ
fbem-19606	137	6	efficiency	efficiency	NOUN
fbem-19606	137	7	,	,	PUNCT
fbem-19606	137	8	pure	pure	ADJ
fbem-19606	137	9	technical	technical	ADJ
fbem-19606	137	10	efficiency	efficiency	NOUN
fbem-19606	137	11	,	,	PUNCT
fbem-19606	137	12	and	and	CCONJ
fbem-19606	137	13	scale	scale	NOUN
fbem-19606	137	14	efficiency	efficiency	NOUN
fbem-19606	137	15	are	be	AUX
fbem-19606	137	16	selected	select	VERB
fbem-19606	137	17	to	to	PART
fbem-19606	137	18	describe	describe	VERB
fbem-19606	137	19	the	the	DET
fbem-19606	137	20	static	static	ADJ
fbem-19606	137	21	operational	operational	ADJ
fbem-19606	137	22	efficiency	efficiency	NOUN
fbem-19606	137	23	.	.	PUNCT
fbem-19606	138	1	table	table	NOUN
fbem-19606	138	2	7	7	NUM
fbem-19606	138	3	.	.	PUNCT
fbem-19606	139	1	the	the	DET
fbem-19606	139	2	proportion	proportion	NOUN
fbem-19606	139	3	of	of	ADP
fbem-19606	139	4	companies	company	NOUN
fbem-19606	139	5	that	that	PRON
fbem-19606	139	6	achieve	achieve	VERB
fbem-19606	139	7	effective	effective	ADJ
fbem-19606	139	8	static	static	ADJ
fbem-19606	139	9	operational	operational	ADJ
fbem-19606	139	10	efficiency	efficiency	NOUN
fbem-19606	139	11	ye	ye	NOUN
fbem-19606	139	12	-	-	PUNCT
fbem-19606	139	13	ar	ar	NOUN
fbem-19606	139	14	crste=1	crste=1	PROPN
fbem-19606	139	15	company	company	NOUN
fbem-19606	139	16	proportion	proportion	NOUN
fbem-19606	139	17	vrste=1	vrste=1	PROPN
fbem-19606	139	18	company	company	NOUN
fbem-19606	139	19	proportion	proportion	NOUN
fbem-19606	139	20	scale=1	scale=1	PROPN
fbem-19606	139	21	company	company	NOUN
fbem-19606	139	22	proportion	proportion	NOUN
fbem-19606	139	23	high	high	ADJ
fbem-19606	139	24	level	level	NOUN
fbem-19606	139	25	low	low	ADJ
fbem-19606	139	26	level	level	NOUN
fbem-19606	139	27	high	high	ADJ
fbem-19606	139	28	level	level	NOUN
fbem-19606	139	29	low	low	ADJ
fbem-19606	139	30	level	level	NOUN
fbem-19606	139	31	high	high	ADJ
fbem-19606	139	32	level	level	NOUN
fbem-19606	139	33	low	low	ADJ
fbem-19606	139	34	level	level	NOUN
fbem-19606	139	35	2012	2012	NUM
fbem-19606	139	36	26.32	26.32	NUM
fbem-19606	139	37	%	%	NOUN
fbem-19606	139	38	6.90	6.90	NUM
fbem-19606	139	39	%	%	NOUN
fbem-19606	139	40	36.84	36.84	NUM
fbem-19606	139	41	%	%	NOUN
fbem-19606	139	42	10.34	10.34	NUM
fbem-19606	139	43	%	%	NOUN
fbem-19606	139	44	26.32	26.32	NUM
fbem-19606	139	45	%	%	NOUN
fbem-19606	139	46	6.90	6.90	NUM
fbem-19606	139	47	%	%	NOUN
fbem-19606	139	48	2013	2013	NUM
fbem-19606	139	49	26.32	26.32	NUM
fbem-19606	139	50	%	%	NOUN
fbem-19606	139	51	3.45	3.45	NUM
fbem-19606	139	52	%	%	NOUN
fbem-19606	139	53	42.11	42.11	NUM
fbem-19606	139	54	%	%	NOUN
fbem-19606	139	55	13.79	13.79	NUM
fbem-19606	139	56	%	%	NOUN
fbem-19606	139	57	26.32	26.32	NUM
fbem-19606	139	58	%	%	NOUN
fbem-19606	139	59	3.45	3.45	NUM
fbem-19606	139	60	%	%	NOUN
fbem-19606	139	61	2014	2014	NUM
fbem-19606	139	62	31.58	31.58	NUM
fbem-19606	139	63	%	%	NOUN
fbem-19606	139	64	10.34	10.34	NUM
fbem-19606	139	65	%	%	NOUN
fbem-19606	139	66	42.11	42.11	NUM
fbem-19606	139	67	%	%	NOUN
fbem-19606	139	68	20.69	20.69	NUM
fbem-19606	139	69	%	%	NOUN
fbem-19606	139	70	31.58	31.58	NUM
fbem-19606	139	71	%	%	NOUN
fbem-19606	139	72	10.34	10.34	NUM
fbem-19606	139	73	%	%	NOUN
fbem-19606	139	74	2015	2015	NUM
fbem-19606	139	75	21.05	21.05	NUM
fbem-19606	139	76	%	%	NOUN
fbem-19606	139	77	20.69	20.69	NUM
fbem-19606	139	78	%	%	NOUN
fbem-19606	139	79	42.11	42.11	NUM
fbem-19606	139	80	%	%	NOUN
fbem-19606	139	81	20.69	20.69	NUM
fbem-19606	139	82	%	%	NOUN
fbem-19606	139	83	21.05	21.05	NUM
fbem-19606	139	84	%	%	NOUN
fbem-19606	139	85	20.69	20.69	NUM
fbem-19606	139	86	%	%	NOUN
fbem-19606	139	87	2016	2016	NUM
fbem-19606	139	88	26.32	26.32	NUM
fbem-19606	139	89	%	%	NOUN
fbem-19606	139	90	20.69	20.69	NUM
fbem-19606	139	91	%	%	NOUN
fbem-19606	139	92	47.37	47.37	NUM
fbem-19606	139	93	%	%	NOUN
fbem-19606	139	94	27.59	27.59	NUM
fbem-19606	139	95	%	%	NOUN
fbem-19606	139	96	26.32	26.32	NUM
fbem-19606	139	97	%	%	NOUN
fbem-19606	139	98	20.69	20.69	NUM
fbem-19606	139	99	%	%	NOUN
fbem-19606	139	100	2017	2017	NUM
fbem-19606	139	101	26.32	26.32	NUM
fbem-19606	139	102	%	%	NOUN
fbem-19606	139	103	13.79	13.79	NUM
fbem-19606	139	104	%	%	NOUN
fbem-19606	139	105	47.37	47.37	NUM
fbem-19606	139	106	%	%	NOUN
fbem-19606	139	107	20.69	20.69	NUM
fbem-19606	139	108	%	%	NOUN
fbem-19606	139	109	31.58	31.58	NUM
fbem-19606	139	110	%	%	NOUN
fbem-19606	139	111	17.24	17.24	NUM
fbem-19606	139	112	%	%	NOUN
fbem-19606	139	113	2018	2018	NUM
fbem-19606	139	114	26.32	26.32	NUM
fbem-19606	139	115	%	%	NOUN
fbem-19606	139	116	17.24	17.24	NUM
fbem-19606	139	117	%	%	NOUN
fbem-19606	139	118	47.37	47.37	NUM
fbem-19606	139	119	%	%	NOUN
fbem-19606	139	120	24.14	24.14	NUM
fbem-19606	139	121	%	%	NOUN
fbem-19606	139	122	31.58	31.58	NUM
fbem-19606	139	123	%	%	NOUN
fbem-19606	139	124	17.24	17.24	NUM
fbem-19606	139	125	%	%	NOUN
fbem-19606	139	126	2019	2019	NUM
fbem-19606	139	127	31.58	31.58	NUM
fbem-19606	139	128	%	%	NOUN
fbem-19606	139	129	17.24	17.24	NUM
fbem-19606	139	130	%	%	NOUN
fbem-19606	139	131	52.63	52.63	NUM
fbem-19606	139	132	%	%	NOUN
fbem-19606	139	133	17.24	17.24	NUM
fbem-19606	139	134	%	%	NOUN
fbem-19606	139	135	31.58	31.58	NUM
fbem-19606	139	136	%	%	NOUN
fbem-19606	139	137	20.69	20.69	NUM
fbem-19606	139	138	%	%	NOUN
fbem-19606	139	139	2020	2020	NUM
fbem-19606	139	140	26.32	26.32	NUM
fbem-19606	139	141	%	%	NOUN
fbem-19606	139	142	13.79	13.79	NUM
fbem-19606	139	143	%	%	NOUN
fbem-19606	139	144	36.84	36.84	NUM
fbem-19606	139	145	%	%	NOUN
fbem-19606	139	146	13.79	13.79	NUM
fbem-19606	139	147	%	%	NOUN
fbem-19606	139	148	26.32	26.32	NUM
fbem-19606	139	149	%	%	NOUN
fbem-19606	139	150	17.24	17.24	NUM
fbem-19606	139	151	%	%	NOUN
fbem-19606	139	152	2021	2021	NUM
fbem-19606	139	153	26.32	26.32	NUM
fbem-19606	139	154	%	%	NOUN
fbem-19606	139	155	17.24	17.24	NUM
fbem-19606	139	156	%	%	NOUN
fbem-19606	139	157	47.37	47.37	NUM
fbem-19606	139	158	%	%	NOUN
fbem-19606	139	159	20.69	20.69	NUM
fbem-19606	139	160	%	%	NOUN
fbem-19606	139	161	26.32	26.32	NUM
fbem-19606	139	162	%	%	NOUN
fbem-19606	139	163	24.14	24.14	NUM
fbem-19606	139	164	%	%	NOUN
fbem-19606	139	165	the	the	DET
fbem-19606	139	166	grouping	group	VERB
fbem-19606	139	167	statistical	statistical	ADJ
fbem-19606	139	168	results	result	NOUN
fbem-19606	139	169	in	in	ADP
fbem-19606	139	170	terms	term	NOUN
fbem-19606	139	171	of	of	ADP
fbem-19606	139	172	static	static	ADJ
fbem-19606	139	173	efficiency	efficiency	NOUN
fbem-19606	139	174	are	be	AUX
fbem-19606	139	175	shown	show	VERB
fbem-19606	139	176	in	in	ADP
fbem-19606	139	177	table	table	NOUN
fbem-19606	139	178	7	7	NUM
fbem-19606	139	179	.	.	PUNCT
fbem-19606	140	1	it	it	PRON
fbem-19606	140	2	can	can	AUX
fbem-19606	140	3	be	be	AUX
fbem-19606	140	4	seen	see	VERB
fbem-19606	140	5	that	that	SCONJ
fbem-19606	140	6	the	the	DET
fbem-19606	140	7	number	number	NOUN
fbem-19606	140	8	of	of	ADP
fbem-19606	140	9	companies	company	NOUN
fbem-19606	140	10	achieving	achieve	VERB
fbem-19606	140	11	effective	effective	ADJ
fbem-19606	140	12	levels	level	NOUN
fbem-19606	140	13	varies	vary	VERB
fbem-19606	140	14	under	under	ADP
fbem-19606	140	15	different	different	ADJ
fbem-19606	140	16	levels	level	NOUN
fbem-19606	140	17	of	of	ADP
fbem-19606	140	18	digital	digital	ADJ
fbem-19606	140	19	technology	technology	NOUN
fbem-19606	140	20	and	and	CCONJ
fbem-19606	140	21	efficiency	efficiency	NOUN
fbem-19606	140	22	,	,	PUNCT
fbem-19606	140	23	and	and	CCONJ
fbem-19606	140	24	the	the	DET
fbem-19606	140	25	overall	overall	ADJ
fbem-19606	140	26	proportion	proportion	NOUN
fbem-19606	140	27	of	of	ADP
fbem-19606	140	28	effective	effective	ADJ
fbem-19606	140	29	companies	company	NOUN
fbem-19606	140	30	is	be	AUX
fbem-19606	140	31	relatively	relatively	ADV
fbem-19606	140	32	low	low	ADJ
fbem-19606	140	33	.	.	PUNCT
fbem-19606	141	1	at	at	ADP
fbem-19606	141	2	a	a	DET
fbem-19606	141	3	high	high	ADJ
fbem-19606	141	4	level	level	NOUN
fbem-19606	141	5	of	of	ADP
fbem-19606	141	6	digital	digital	ADJ
fbem-19606	141	7	technology	technology	NOUN
fbem-19606	141	8	development	development	NOUN
fbem-19606	141	9	,	,	PUNCT
fbem-19606	141	10	the	the	DET
fbem-19606	141	11	proportion	proportion	NOUN
fbem-19606	141	12	of	of	ADP
fbem-19606	141	13	logistics	logistic	NOUN
fbem-19606	141	14	companies	company	NOUN
fbem-19606	141	15	with	with	ADP
fbem-19606	141	16	fully	fully	ADV
fbem-19606	141	17	effective	effective	ADJ
fbem-19606	141	18	dea	dea	NOUN
fbem-19606	141	19	is	be	AUX
fbem-19606	141	20	relatively	relatively	ADV
fbem-19606	141	21	stable	stable	ADJ
fbem-19606	141	22	,	,	PUNCT
fbem-19606	141	23	fluctuating	fluctuate	VERB
fbem-19606	141	24	from	from	ADP
fbem-19606	141	25	21	21	NUM
fbem-19606	141	26	%	%	NOUN
fbem-19606	141	27	to	to	PART
fbem-19606	141	28	32	32	NUM
fbem-19606	141	29	%	%	NOUN
fbem-19606	141	30	;	;	PUNCT
fbem-19606	141	31	however	however	ADV
fbem-19606	141	32	,	,	PUNCT
fbem-19606	141	33	at	at	ADP
fbem-19606	141	34	a	a	DET
fbem-19606	141	35	low	low	ADJ
fbem-19606	141	36	level	level	NOUN
fbem-19606	141	37	of	of	ADP
fbem-19606	141	38	digital	digital	ADJ
fbem-19606	141	39	technology	technology	NOUN
fbem-19606	141	40	development	development	NOUN
fbem-19606	141	41	,	,	PUNCT
fbem-19606	141	42	the	the	DET
fbem-19606	141	43	proportion	proportion	NOUN
fbem-19606	141	44	of	of	ADP
fbem-19606	141	45	logistics	logistic	NOUN
fbem-19606	141	46	companies	company	NOUN
fbem-19606	141	47	that	that	PRON
fbem-19606	141	48	are	be	AUX
fbem-19606	141	49	fully	fully	ADV
fbem-19606	141	50	effective	effective	ADJ
fbem-19606	141	51	in	in	ADP
fbem-19606	141	52	dea	dea	PROPN
fbem-19606	141	53	fluctuates	fluctuate	NOUN
fbem-19606	141	54	between	between	ADP
fbem-19606	141	55	3	3	NUM
fbem-19606	141	56	%	%	NOUN
fbem-19606	141	57	and	and	CCONJ
fbem-19606	141	58	21	21	NUM
fbem-19606	141	59	%	%	NOUN
fbem-19606	141	60	.	.	PUNCT
fbem-19606	142	1	among	among	ADP
fbem-19606	142	2	them	they	PRON
fbem-19606	142	3	,	,	PUNCT
fbem-19606	142	4	the	the	DET
fbem-19606	142	5	proportion	proportion	NOUN
fbem-19606	142	6	of	of	ADP
fbem-19606	142	7	high	high	ADJ
fbem-19606	142	8	digital	digital	ADJ
fbem-19606	142	9	technology	technology	NOUN
fbem-19606	142	10	level	level	NOUN
fbem-19606	142	11	effective	effective	ADJ
fbem-19606	142	12	companies	company	NOUN
fbem-19606	142	13	in	in	ADP
fbem-19606	142	14	pure	pure	ADJ
fbem-19606	142	15	technical	technical	ADJ
fbem-19606	142	16	efficiency	efficiency	NOUN
fbem-19606	142	17	is	be	AUX
fbem-19606	142	18	the	the	DET
fbem-19606	142	19	highest	high	ADJ
fbem-19606	142	20	,	,	PUNCT
fbem-19606	142	21	but	but	CCONJ
fbem-19606	142	22	only	only	ADV
fbem-19606	142	23	in	in	ADP
fbem-19606	142	24	2019	2019	NUM
fbem-19606	142	25	did	do	AUX
fbem-19606	142	26	the	the	DET
fbem-19606	142	27	proportion	proportion	NOUN
fbem-19606	142	28	of	of	ADP
fbem-19606	142	29	effective	effective	ADJ
fbem-19606	142	30	companies	company	NOUN
fbem-19606	142	31	exceed	exceed	VERB
fbem-19606	142	32	half	half	NOUN
fbem-19606	142	33	;	;	PUNCT
fbem-19606	142	34	except	except	SCONJ
fbem-19606	142	35	for	for	ADP
fbem-19606	142	36	the	the	DET
fbem-19606	142	37	lowest	low	ADJ
fbem-19606	142	38	proportion	proportion	NOUN
fbem-19606	142	39	of	of	ADP
fbem-19606	142	40	effective	effective	ADJ
fbem-19606	142	41	companies	company	NOUN
fbem-19606	142	42	in	in	ADP
fbem-19606	142	43	2012	2012	NUM
fbem-19606	142	44	and	and	CCONJ
fbem-19606	142	45	2020	2020	NUM
fbem-19606	142	46	,	,	PUNCT
fbem-19606	142	47	which	which	PRON
fbem-19606	142	48	reached	reach	VERB
fbem-19606	142	49	36.84	36.84	NUM
fbem-19606	142	50	%	%	NOUN
fbem-19606	142	51	,	,	PUNCT
fbem-19606	142	52	the	the	DET
fbem-19606	142	53	proportion	proportion	NOUN
fbem-19606	142	54	of	of	ADP
fbem-19606	142	55	effective	effective	ADJ
fbem-19606	142	56	companies	company	NOUN
fbem-19606	142	57	in	in	ADP
fbem-19606	142	58	all	all	DET
fbem-19606	142	59	other	other	ADJ
fbem-19606	142	60	years	year	NOUN
fbem-19606	142	61	fluctuated	fluctuate	VERB
fbem-19606	142	62	between	between	ADP
fbem-19606	142	63	42	42	NUM
fbem-19606	142	64	%	%	NOUN
fbem-19606	142	65	and	and	CCONJ
fbem-19606	142	66	53	53	NUM
fbem-19606	142	67	%	%	NOUN
fbem-19606	142	68	.	.	PUNCT
fbem-19606	143	1	under	under	ADP
fbem-19606	143	2	high	high	ADJ
fbem-19606	143	3	levels	level	NOUN
fbem-19606	143	4	of	of	ADP
fbem-19606	143	5	digital	digital	ADJ
fbem-19606	143	6	technology	technology	NOUN
fbem-19606	143	7	development	development	NOUN
fbem-19606	143	8	,	,	PUNCT
fbem-19606	143	9	the	the	DET
fbem-19606	143	10	proportion	proportion	NOUN
fbem-19606	143	11	of	of	ADP
fbem-19606	143	12	companies	company	NOUN
fbem-19606	143	13	with	with	ADP
fbem-19606	143	14	completely	completely	ADV
fbem-19606	143	15	effective	effective	ADJ
fbem-19606	143	16	scale	scale	NOUN
fbem-19606	143	17	efficiency	efficiency	NOUN
fbem-19606	143	18	fluctuates	fluctuate	NOUN
fbem-19606	143	19	between	between	ADP
fbem-19606	143	20	21	21	NUM
fbem-19606	143	21	%	%	NOUN
fbem-19606	143	22	and	and	CCONJ
fbem-19606	143	23	32	32	NUM
fbem-19606	143	24	%	%	NOUN
fbem-19606	143	25	,	,	PUNCT
fbem-19606	143	26	while	while	SCONJ
fbem-19606	143	27	under	under	ADP
fbem-19606	143	28	low	low	ADJ
fbem-19606	143	29	levels	level	NOUN
fbem-19606	143	30	of	of	ADP
fbem-19606	143	31	digital	digital	ADJ
fbem-19606	143	32	technology	technology	NOUN
fbem-19606	143	33	development	development	NOUN
fbem-19606	143	34	,	,	PUNCT
fbem-19606	143	35	the	the	DET
fbem-19606	143	36	proportion	proportion	NOUN
fbem-19606	143	37	of	of	ADP
fbem-19606	143	38	companies	company	NOUN
fbem-19606	143	39	with	with	ADP
fbem-19606	143	40	completely	completely	ADV
fbem-19606	143	41	effective	effective	ADJ
fbem-19606	143	42	scale	scale	NOUN
fbem-19606	143	43	efficiency	efficiency	NOUN
fbem-19606	143	44	fluctuates	fluctuate	NOUN
fbem-19606	143	45	between	between	ADP
fbem-19606	143	46	3	3	NUM
fbem-19606	143	47	%	%	NOUN
fbem-19606	143	48	and	and	CCONJ
fbem-19606	143	49	24	24	NUM
fbem-19606	143	50	%	%	NOUN
fbem-19606	143	51	,	,	PUNCT
fbem-19606	143	52	similar	similar	ADJ
fbem-19606	143	53	to	to	ADP
fbem-19606	143	54	the	the	DET
fbem-19606	143	55	proportion	proportion	NOUN
fbem-19606	143	56	range	range	NOUN
fbem-19606	143	57	of	of	ADP
fbem-19606	143	58	comprehensive	comprehensive	ADJ
fbem-19606	143	59	efficiency	efficiency	NOUN
fbem-19606	143	60	.	.	PUNCT
fbem-19606	144	1	it	it	PRON
fbem-19606	144	2	can	can	AUX
fbem-19606	144	3	be	be	AUX
fbem-19606	144	4	clearly	clearly	ADV
fbem-19606	144	5	seen	see	VERB
fbem-19606	144	6	that	that	SCONJ
fbem-19606	144	7	in	in	ADP
fbem-19606	144	8	terms	term	NOUN
fbem-19606	144	9	of	of	ADP
fbem-19606	144	10	comprehensive	comprehensive	ADJ
fbem-19606	144	11	efficiency	efficiency	NOUN
fbem-19606	144	12	,	,	PUNCT
fbem-19606	144	13	pure	pure	ADJ
fbem-19606	144	14	technical	technical	ADJ
fbem-19606	144	15	efficiency	efficiency	NOUN
fbem-19606	144	16	,	,	PUNCT
fbem-19606	144	17	and	and	CCONJ
fbem-19606	144	18	scale	scale	NOUN
fbem-19606	144	19	efficiency	efficiency	NOUN
fbem-19606	144	20	,	,	PUNCT
fbem-19606	144	21	logistics	logistic	NOUN
fbem-19606	144	22	enterprises	enterprise	NOUN
fbem-19606	144	23	with	with	ADP
fbem-19606	144	24	high	high	ADJ
fbem-19606	144	25	levels	level	NOUN
fbem-19606	144	26	of	of	ADP
fbem-19606	144	27	digital	digital	ADJ
fbem-19606	144	28	technology	technology	NOUN
fbem-19606	144	29	have	have	VERB
fbem-19606	144	30	a	a	DET
fbem-19606	144	31	higher	high	ADJ
fbem-19606	144	32	proportion	proportion	NOUN
fbem-19606	144	33	of	of	ADP
fbem-19606	144	34	effective	effective	ADJ
fbem-19606	144	35	companies	company	NOUN
fbem-19606	144	36	every	every	DET
fbem-19606	144	37	year	year	NOUN
fbem-19606	144	38	than	than	ADP
fbem-19606	144	39	those	those	PRON
fbem-19606	144	40	with	with	ADP
fbem-19606	144	41	low	low	ADJ
fbem-19606	144	42	levels	level	NOUN
fbem-19606	144	43	of	of	ADP
fbem-19606	144	44	digital	digital	ADJ
fbem-19606	144	45	technology	technology	NOUN
fbem-19606	144	46	,	,	PUNCT
fbem-19606	144	47	indicating	indicate	VERB
fbem-19606	144	48	that	that	SCONJ
fbem-19606	144	49	the	the	DET
fbem-19606	144	50	level	level	NOUN
fbem-19606	144	51	of	of	ADP
fbem-19606	144	52	digital	digital	ADJ
fbem-19606	144	53	technology	technology	NOUN
fbem-19606	144	54	is	be	AUX
fbem-19606	144	55	directly	directly	ADV
fbem-19606	144	56	proportional	proportional	ADJ
fbem-19606	144	57	to	to	ADP
fbem-19606	144	58	the	the	DET
fbem-19606	144	59	number	number	NOUN
fbem-19606	144	60	of	of	ADP
fbem-19606	144	61	effective	effective	ADJ
fbem-19606	144	62	companies	company	NOUN
fbem-19606	144	63	.	.	PUNCT
fbem-19606	145	1	in	in	ADP
fbem-19606	145	2	other	other	ADJ
fbem-19606	145	3	words	word	NOUN
fbem-19606	145	4	,	,	PUNCT
fbem-19606	145	5	the	the	DET
fbem-19606	145	6	development	development	NOUN
fbem-19606	145	7	of	of	ADP
fbem-19606	145	8	digital	digital	ADJ
fbem-19606	145	9	technology	technology	NOUN
fbem-19606	145	10	helps	help	VERB
fbem-19606	145	11	logistics	logistic	NOUN
fbem-19606	145	12	enterprises	enterprise	NOUN
fbem-19606	145	13	achieve	achieve	VERB
fbem-19606	145	14	"	"	PUNCT
fbem-19606	145	15	efficiency	efficiency	NOUN
fbem-19606	145	16	enhancement	enhancement	NOUN
fbem-19606	145	17	"	"	PUNCT
fbem-19606	145	18	.	.	PUNCT
fbem-19606	146	1	4.2.2	4.2.2	X
fbem-19606	146	2	.	.	PUNCT
fbem-19606	146	3	dynamic	dynamic	ADJ
fbem-19606	146	4	efficiency	efficiency	NOUN
fbem-19606	146	5	in	in	ADP
fbem-19606	146	6	terms	term	NOUN
fbem-19606	146	7	of	of	ADP
fbem-19606	146	8	dynamic	dynamic	ADJ
fbem-19606	146	9	operational	operational	ADJ
fbem-19606	146	10	efficiency	efficiency	NOUN
fbem-19606	146	11	,	,	PUNCT
fbem-19606	146	12	in	in	ADP
fbem-19606	146	13	addition	addition	NOUN
fbem-19606	146	14	to	to	ADP
fbem-19606	146	15	the	the	DET
fbem-19606	146	16	total	total	ADJ
fbem-19606	146	17	factor	factor	NOUN
fbem-19606	146	18	productivity	productivity	NOUN
fbem-19606	146	19	commonly	commonly	ADV
fbem-19606	146	20	used	use	VERB
fbem-19606	146	21	by	by	ADP
fbem-19606	146	22	scholars	scholar	NOUN
fbem-19606	146	23	,	,	PUNCT
fbem-19606	146	24	this	this	DET
fbem-19606	146	25	article	article	NOUN
fbem-19606	146	26	will	will	AUX
fbem-19606	146	27	also	also	ADV
fbem-19606	146	28	consider	consider	VERB
fbem-19606	146	29	the	the	DET
fbem-19606	146	30	impact	impact	NOUN
fbem-19606	146	31	of	of	ADP
fbem-19606	146	32	technological	technological	ADJ
fbem-19606	146	33	progress	progress	NOUN
fbem-19606	146	34	.	.	PUNCT
fbem-19606	147	1	133	133	NUM
fbem-19606	147	2	table	table	NOUN
fbem-19606	147	3	8	8	NUM
fbem-19606	147	4	.	.	PUNCT
fbem-19606	148	1	the	the	DET
fbem-19606	148	2	proportion	proportion	NOUN
fbem-19606	148	3	of	of	ADP
fbem-19606	148	4	companies	company	NOUN
fbem-19606	148	5	achieving	achieve	VERB
fbem-19606	148	6	effective	effective	ADJ
fbem-19606	148	7	dynamic	dynamic	ADJ
fbem-19606	148	8	operational	operational	ADJ
fbem-19606	148	9	efficiency	efficiency	NOUN
fbem-19606	148	10	year	year	NOUN
fbem-19606	148	11	techch≥1	techch≥1	PROPN
fbem-19606	148	12	company	company	NOUN
fbem-19606	148	13	proportion	proportion	NOUN
fbem-19606	148	14	tfpch≥1	tfpch≥1	NUM
fbem-19606	148	15	company	company	NOUN
fbem-19606	148	16	proportion	proportion	NOUN
fbem-19606	148	17	higher	high	ADJ
fbem-19606	148	18	level	level	NOUN
fbem-19606	148	19	of	of	ADP
fbem-19606	148	20	digital	digital	ADJ
fbem-19606	148	21	technol	technol	NOUN
fbem-19606	148	22	-	-	PUNCT
fbem-19606	148	23	ogy	ogy	NOUN
fbem-19606	148	24	low	low	ADJ
fbem-19606	148	25	level	level	NOUN
fbem-19606	148	26	of	of	ADP
fbem-19606	148	27	digital	digital	ADJ
fbem-19606	148	28	technolo	technolo	NOUN
fbem-19606	148	29	-	-	PUNCT
fbem-19606	148	30	gy	gy	NOUN
fbem-19606	148	31	higher	high	ADJ
fbem-19606	148	32	level	level	NOUN
fbem-19606	148	33	of	of	ADP
fbem-19606	148	34	digital	digital	ADJ
fbem-19606	148	35	technology	technology	NOUN
fbem-19606	148	36	low	low	ADJ
fbem-19606	148	37	level	level	NOUN
fbem-19606	148	38	of	of	ADP
fbem-19606	148	39	digital	digital	ADJ
fbem-19606	148	40	technology	technology	NOUN
fbem-19606	148	41	2012	2012	NUM
fbem-19606	148	42	-	-	SYM
fbem-19606	148	43	2013	2013	NUM
fbem-19606	148	44	68.42	68.42	NUM
fbem-19606	148	45	%	%	NOUN
fbem-19606	148	46	86.21	86.21	NUM
fbem-19606	148	47	%	%	NOUN
fbem-19606	148	48	52.63	52.63	NUM
fbem-19606	148	49	%	%	NOUN
fbem-19606	148	50	41.38	41.38	NUM
fbem-19606	148	51	%	%	NOUN
fbem-19606	148	52	2013	2013	NUM
fbem-19606	148	53	-	-	SYM
fbem-19606	148	54	2014	2014	NUM
fbem-19606	148	55	68.42	68.42	NUM
fbem-19606	148	56	%	%	NOUN
fbem-19606	148	57	86.21	86.21	NUM
fbem-19606	148	58	%	%	NOUN
fbem-19606	148	59	47.37	47.37	NUM
fbem-19606	148	60	%	%	NOUN
fbem-19606	148	61	72.41	72.41	NUM
fbem-19606	148	62	%	%	NOUN
fbem-19606	148	63	2014	2014	NUM
fbem-19606	148	64	-	-	SYM
fbem-19606	148	65	2015	2015	NUM
fbem-19606	148	66	10.53	10.53	NUM
fbem-19606	148	67	%	%	NOUN
fbem-19606	148	68	13.79	13.79	NUM
fbem-19606	148	69	%	%	NOUN
fbem-19606	148	70	52.63	52.63	NUM
fbem-19606	148	71	%	%	NOUN
fbem-19606	148	72	55.17	55.17	NUM
fbem-19606	148	73	%	%	NOUN
fbem-19606	148	74	2015	2015	NUM
fbem-19606	148	75	-	-	SYM
fbem-19606	148	76	2016	2016	NUM
fbem-19606	148	77	89.47	89.47	NUM
fbem-19606	148	78	%	%	NOUN
fbem-19606	148	79	86.21	86.21	NUM
fbem-19606	148	80	%	%	NOUN
fbem-19606	148	81	63.16	63.16	NUM
fbem-19606	148	82	%	%	NOUN
fbem-19606	148	83	51.72	51.72	NUM
fbem-19606	148	84	%	%	NOUN
fbem-19606	148	85	2016	2016	NUM
fbem-19606	148	86	-	-	SYM
fbem-19606	148	87	2017	2017	NUM
fbem-19606	148	88	26.32	26.32	NUM
fbem-19606	148	89	%	%	NOUN
fbem-19606	148	90	51.72	51.72	NUM
fbem-19606	148	91	%	%	NOUN
fbem-19606	148	92	63.16	63.16	NUM
fbem-19606	148	93	%	%	NOUN
fbem-19606	148	94	79.31	79.31	NUM
fbem-19606	148	95	%	%	NOUN
fbem-19606	148	96	2017	2017	NUM
fbem-19606	148	97	-	-	SYM
fbem-19606	148	98	2018	2018	NUM
fbem-19606	148	99	78.95	78.95	NUM
fbem-19606	148	100	%	%	NOUN
fbem-19606	148	101	68.97	68.97	NUM
fbem-19606	148	102	%	%	NOUN
fbem-19606	148	103	63.16	63.16	NUM
fbem-19606	148	104	%	%	NOUN
fbem-19606	148	105	51.72	51.72	NUM
fbem-19606	148	106	%	%	NOUN
fbem-19606	148	107	2018	2018	NUM
fbem-19606	148	108	-	-	SYM
fbem-19606	148	109	2019	2019	NUM
fbem-19606	148	110	47.37	47.37	NUM
fbem-19606	148	111	%	%	NOUN
fbem-19606	148	112	41.38	41.38	NUM
fbem-19606	148	113	%	%	NOUN
fbem-19606	148	114	63.16	63.16	NUM
fbem-19606	148	115	%	%	NOUN
fbem-19606	148	116	44.83	44.83	NUM
fbem-19606	148	117	%	%	NOUN
fbem-19606	148	118	2019	2019	NUM
fbem-19606	148	119	-	-	SYM
fbem-19606	148	120	2020	2020	NUM
fbem-19606	148	121	15.79	15.79	NUM
fbem-19606	148	122	%	%	NOUN
fbem-19606	148	123	0	0	NUM
fbem-19606	148	124	%	%	NOUN
fbem-19606	148	125	31.58	31.58	NUM
fbem-19606	148	126	%	%	NOUN
fbem-19606	148	127	31.03	31.03	NUM
fbem-19606	148	128	%	%	NOUN
fbem-19606	148	129	2020	2020	NUM
fbem-19606	148	130	-	-	SYM
fbem-19606	148	131	2021	2021	NUM
fbem-19606	148	132	94.74	94.74	NUM
fbem-19606	148	133	%	%	NOUN
fbem-19606	148	134	86.21	86.21	NUM
fbem-19606	148	135	%	%	NOUN
fbem-19606	148	136	78.95	78.95	NUM
fbem-19606	148	137	%	%	NOUN
fbem-19606	148	138	68.97	68.97	NUM
fbem-19606	148	139	%	%	NOUN
fbem-19606	148	140	the	the	DET
fbem-19606	148	141	grouping	group	VERB
fbem-19606	148	142	statistical	statistical	ADJ
fbem-19606	148	143	results	result	NOUN
fbem-19606	148	144	between	between	ADP
fbem-19606	148	145	the	the	DET
fbem-19606	148	146	development	development	NOUN
fbem-19606	148	147	level	level	NOUN
fbem-19606	148	148	of	of	ADP
fbem-19606	148	149	digital	digital	ADJ
fbem-19606	148	150	technology	technology	NOUN
fbem-19606	148	151	and	and	CCONJ
fbem-19606	148	152	dynamic	dynamic	ADJ
fbem-19606	148	153	efficiency	efficiency	NOUN
fbem-19606	148	154	are	be	AUX
fbem-19606	148	155	shown	show	VERB
fbem-19606	148	156	in	in	ADP
fbem-19606	148	157	table	table	NOUN
fbem-19606	148	158	8	8	NUM
fbem-19606	148	159	.	.	PUNCT
fbem-19606	149	1	the	the	DET
fbem-19606	149	2	results	result	NOUN
fbem-19606	149	3	show	show	VERB
fbem-19606	149	4	that	that	SCONJ
fbem-19606	149	5	compared	compare	VERB
fbem-19606	149	6	to	to	ADP
fbem-19606	149	7	the	the	DET
fbem-19606	149	8	proportion	proportion	NOUN
fbem-19606	149	9	of	of	ADP
fbem-19606	149	10	companies	company	NOUN
fbem-19606	149	11	with	with	ADP
fbem-19606	149	12	static	static	ADJ
fbem-19606	149	13	operational	operational	ADJ
fbem-19606	149	14	efficiency	efficiency	NOUN
fbem-19606	149	15	,	,	PUNCT
fbem-19606	149	16	the	the	DET
fbem-19606	149	17	proportion	proportion	NOUN
fbem-19606	149	18	of	of	ADP
fbem-19606	149	19	companies	company	NOUN
fbem-19606	149	20	with	with	ADP
fbem-19606	149	21	dynamic	dynamic	ADJ
fbem-19606	149	22	operational	operational	ADJ
fbem-19606	149	23	efficiency	efficiency	NOUN
fbem-19606	149	24	is	be	AUX
fbem-19606	149	25	higher	high	ADJ
fbem-19606	149	26	,	,	PUNCT
fbem-19606	149	27	with	with	ADP
fbem-19606	149	28	most	most	ADJ
fbem-19606	149	29	effective	effective	ADJ
fbem-19606	149	30	companies	company	NOUN
fbem-19606	149	31	accounting	account	VERB
fbem-19606	149	32	for	for	ADP
fbem-19606	149	33	over	over	ADP
fbem-19606	149	34	50	50	NUM
fbem-19606	149	35	%	%	NOUN
fbem-19606	149	36	.	.	PUNCT
fbem-19606	150	1	a	a	DET
fbem-19606	150	2	significant	significant	ADJ
fbem-19606	150	3	feature	feature	NOUN
fbem-19606	150	4	indicates	indicate	VERB
fbem-19606	150	5	that	that	SCONJ
fbem-19606	150	6	the	the	DET
fbem-19606	150	7	impact	impact	NOUN
fbem-19606	150	8	of	of	ADP
fbem-19606	150	9	digital	digital	ADJ
fbem-19606	150	10	technology	technology	NOUN
fbem-19606	150	11	on	on	ADP
fbem-19606	150	12	dynamic	dynamic	ADJ
fbem-19606	150	13	efficiency	efficiency	NOUN
fbem-19606	150	14	exists	exist	VERB
fbem-19606	150	15	at	at	ADP
fbem-19606	150	16	a	a	DET
fbem-19606	150	17	critical	critical	ADJ
fbem-19606	150	18	time	time	NOUN
fbem-19606	150	19	point	point	NOUN
fbem-19606	150	20	in	in	ADP
fbem-19606	150	21	2017	2017	NUM
fbem-19606	150	22	.	.	PUNCT
fbem-19606	151	1	since	since	SCONJ
fbem-19606	151	2	2017	2017	NUM
fbem-19606	151	3	,	,	PUNCT
fbem-19606	151	4	the	the	DET
fbem-19606	151	5	proportion	proportion	NOUN
fbem-19606	151	6	of	of	ADP
fbem-19606	151	7	effective	effective	ADJ
fbem-19606	151	8	companies	company	NOUN
fbem-19606	151	9	with	with	ADP
fbem-19606	151	10	high	high	ADJ
fbem-19606	151	11	levels	level	NOUN
fbem-19606	151	12	of	of	ADP
fbem-19606	151	13	digital	digital	ADJ
fbem-19606	151	14	technology	technology	NOUN
fbem-19606	151	15	development	development	NOUN
fbem-19606	151	16	has	have	AUX
fbem-19606	151	17	been	be	AUX
fbem-19606	151	18	higher	high	ADJ
fbem-19606	151	19	than	than	ADP
fbem-19606	151	20	that	that	PRON
fbem-19606	151	21	with	with	ADP
fbem-19606	151	22	low	low	ADJ
fbem-19606	151	23	levels	level	NOUN
fbem-19606	151	24	of	of	ADP
fbem-19606	151	25	digital	digital	ADJ
fbem-19606	151	26	technology	technology	NOUN
fbem-19606	151	27	development	development	NOUN
fbem-19606	151	28	.	.	PUNCT
fbem-19606	152	1	this	this	DET
fbem-19606	152	2	phenomenon	phenomenon	NOUN
fbem-19606	152	3	coincides	coincide	VERB
fbem-19606	152	4	with	with	ADP
fbem-19606	152	5	an	an	DET
fbem-19606	152	6	important	important	ADJ
fbem-19606	152	7	period	period	NOUN
fbem-19606	152	8	of	of	ADP
fbem-19606	152	9	digital	digital	ADJ
fbem-19606	152	10	,	,	PUNCT
fbem-19606	152	11	information	information	NOUN
fbem-19606	152	12	-	-	PUNCT
fbem-19606	152	13	based	base	VERB
fbem-19606	152	14	,	,	PUNCT
fbem-19606	152	15	and	and	CCONJ
fbem-19606	152	16	intelligent	intelligent	ADJ
fbem-19606	152	17	transformation	transformation	NOUN
fbem-19606	152	18	in	in	ADP
fbem-19606	152	19	the	the	DET
fbem-19606	152	20	logistics	logistic	NOUN
fbem-19606	152	21	industry	industry	NOUN
fbem-19606	152	22	.	.	PUNCT
fbem-19606	153	1	the	the	DET
fbem-19606	153	2	active	active	ADJ
fbem-19606	153	3	investment	investment	NOUN
fbem-19606	153	4	of	of	ADP
fbem-19606	153	5	capital	capital	NOUN
fbem-19606	153	6	in	in	ADP
fbem-19606	153	7	various	various	ADJ
fbem-19606	153	8	fields	field	NOUN
fbem-19606	153	9	,	,	PUNCT
fbem-19606	153	10	the	the	DET
fbem-19606	153	11	rise	rise	NOUN
fbem-19606	153	12	of	of	ADP
fbem-19606	153	13	china	china	PROPN
fbem-19606	153	14	's	's	PART
fbem-19606	153	15	logistics	logistic	NOUN
fbem-19606	153	16	development	development	NOUN
fbem-19606	153	17	to	to	ADP
fbem-19606	153	18	the	the	DET
fbem-19606	153	19	national	national	ADJ
fbem-19606	153	20	strategic	strategic	ADJ
fbem-19606	153	21	level	level	NOUN
fbem-19606	153	22	,	,	PUNCT
fbem-19606	153	23	and	and	CCONJ
fbem-19606	153	24	the	the	DET
fbem-19606	153	25	continuous	continuous	ADJ
fbem-19606	153	26	promotion	promotion	NOUN
fbem-19606	153	27	of	of	ADP
fbem-19606	153	28	policies	policy	NOUN
fbem-19606	153	29	have	have	AUX
fbem-19606	153	30	all	all	PRON
fbem-19606	153	31	provided	provide	VERB
fbem-19606	153	32	favorable	favorable	ADJ
fbem-19606	153	33	conditions	condition	NOUN
fbem-19606	153	34	for	for	ADP
fbem-19606	153	35	the	the	DET
fbem-19606	153	36	development	development	NOUN
fbem-19606	153	37	of	of	ADP
fbem-19606	153	38	the	the	DET
fbem-19606	153	39	logistics	logistic	NOUN
fbem-19606	153	40	industry	industry	NOUN
fbem-19606	153	41	.	.	PUNCT
fbem-19606	154	1	the	the	DET
fbem-19606	154	2	deepening	deepening	NOUN
fbem-19606	154	3	of	of	ADP
fbem-19606	154	4	deleveraging	deleverage	VERB
fbem-19606	154	5	policies	policy	NOUN
fbem-19606	154	6	in	in	ADP
fbem-19606	154	7	the	the	DET
fbem-19606	154	8	financial	financial	ADJ
fbem-19606	154	9	sector	sector	NOUN
fbem-19606	154	10	has	have	AUX
fbem-19606	154	11	further	far	ADV
fbem-19606	154	12	optimized	optimize	VERB
fbem-19606	154	13	the	the	DET
fbem-19606	154	14	funding	funding	NOUN
fbem-19606	154	15	environment	environment	NOUN
fbem-19606	154	16	for	for	ADP
fbem-19606	154	17	the	the	DET
fbem-19606	154	18	logistics	logistic	NOUN
fbem-19606	154	19	industry	industry	NOUN
fbem-19606	154	20	.	.	PUNCT
fbem-19606	155	1	the	the	DET
fbem-19606	155	2	development	development	NOUN
fbem-19606	155	3	speed	speed	NOUN
fbem-19606	155	4	of	of	ADP
fbem-19606	155	5	related	related	ADJ
fbem-19606	155	6	fields	field	NOUN
fbem-19606	155	7	has	have	AUX
fbem-19606	155	8	exceeded	exceed	VERB
fbem-19606	155	9	the	the	DET
fbem-19606	155	10	growth	growth	NOUN
fbem-19606	155	11	rate	rate	NOUN
fbem-19606	155	12	of	of	ADP
fbem-19606	155	13	the	the	DET
fbem-19606	155	14	national	national	ADJ
fbem-19606	155	15	economy	economy	NOUN
fbem-19606	155	16	,	,	PUNCT
fbem-19606	155	17	providing	provide	VERB
fbem-19606	155	18	a	a	DET
fbem-19606	155	19	rare	rare	ADJ
fbem-19606	155	20	opportunity	opportunity	NOUN
fbem-19606	155	21	for	for	ADP
fbem-19606	155	22	the	the	DET
fbem-19606	155	23	transformation	transformation	NOUN
fbem-19606	155	24	and	and	CCONJ
fbem-19606	155	25	upgrading	upgrading	NOUN
fbem-19606	155	26	of	of	ADP
fbem-19606	155	27	the	the	DET
fbem-19606	155	28	logistics	logistic	NOUN
fbem-19606	155	29	industry	industry	NOUN
fbem-19606	155	30	.	.	PUNCT
fbem-19606	156	1	meanwhile	meanwhile	ADV
fbem-19606	156	2	,	,	PUNCT
fbem-19606	156	3	innovative	innovative	ADJ
fbem-19606	156	4	technologies	technology	NOUN
fbem-19606	156	5	such	such	ADJ
fbem-19606	156	6	as	as	ADP
fbem-19606	156	7	artificial	artificial	ADJ
fbem-19606	156	8	intelligence	intelligence	NOUN
fbem-19606	156	9	,	,	PUNCT
fbem-19606	156	10	big	big	ADJ
fbem-19606	156	11	data	datum	NOUN
fbem-19606	156	12	,	,	PUNCT
fbem-19606	156	13	cloud	cloud	NOUN
fbem-19606	156	14	computing	computing	NOUN
fbem-19606	156	15	,	,	PUNCT
fbem-19606	156	16	and	and	CCONJ
fbem-19606	156	17	blockchain	blockchain	PROPN
fbem-19606	156	18	are	be	AUX
fbem-19606	156	19	rapidly	rapidly	ADV
fbem-19606	156	20	developing	develop	VERB
fbem-19606	156	21	and	and	CCONJ
fbem-19606	156	22	widely	widely	ADV
fbem-19606	156	23	applied	apply	VERB
fbem-19606	156	24	in	in	ADP
fbem-19606	156	25	the	the	DET
fbem-19606	156	26	logistics	logistic	NOUN
fbem-19606	156	27	industry	industry	NOUN
fbem-19606	156	28	.	.	PUNCT
fbem-19606	157	1	before	before	ADP
fbem-19606	157	2	2017	2017	NUM
fbem-19606	157	3	,	,	PUNCT
fbem-19606	157	4	there	there	PRON
fbem-19606	157	5	were	be	VERB
fbem-19606	157	6	significant	significant	ADJ
fbem-19606	157	7	fluctuations	fluctuation	NOUN
fbem-19606	157	8	in	in	ADP
fbem-19606	157	9	the	the	DET
fbem-19606	157	10	impact	impact	NOUN
fbem-19606	157	11	of	of	ADP
fbem-19606	157	12	the	the	DET
fbem-19606	157	13	development	development	NOUN
fbem-19606	157	14	level	level	NOUN
fbem-19606	157	15	of	of	ADP
fbem-19606	157	16	digital	digital	ADJ
fbem-19606	157	17	technology	technology	NOUN
fbem-19606	157	18	on	on	ADP
fbem-19606	157	19	the	the	DET
fbem-19606	157	20	efficiency	efficiency	NOUN
fbem-19606	157	21	of	of	ADP
fbem-19606	157	22	technological	technological	ADJ
fbem-19606	157	23	progress	progress	NOUN
fbem-19606	157	24	and	and	CCONJ
fbem-19606	157	25	total	total	ADJ
fbem-19606	157	26	factor	factor	NOUN
fbem-19606	157	27	productivity	productivity	NOUN
fbem-19606	157	28	,	,	PUNCT
fbem-19606	157	29	which	which	PRON
fbem-19606	157	30	did	do	AUX
fbem-19606	157	31	not	not	PART
fbem-19606	157	32	result	result	VERB
fbem-19606	157	33	in	in	ADP
fbem-19606	157	34	a	a	DET
fbem-19606	157	35	stable	stable	ADJ
fbem-19606	157	36	improvement	improvement	NOUN
fbem-19606	157	37	effect	effect	NOUN
fbem-19606	157	38	.	.	PUNCT
fbem-19606	158	1	after	after	ADP
fbem-19606	158	2	2017	2017	NUM
fbem-19606	158	3	,	,	PUNCT
fbem-19606	158	4	it	it	PRON
fbem-19606	158	5	gradually	gradually	ADV
fbem-19606	158	6	became	become	VERB
fbem-19606	158	7	stable	stable	ADJ
fbem-19606	158	8	and	and	CCONJ
fbem-19606	158	9	clear	clear	ADJ
fbem-19606	158	10	.	.	PUNCT
fbem-19606	159	1	with	with	ADP
fbem-19606	159	2	the	the	DET
fbem-19606	159	3	improvement	improvement	NOUN
fbem-19606	159	4	of	of	ADP
fbem-19606	159	5	digital	digital	ADJ
fbem-19606	159	6	technology	technology	NOUN
fbem-19606	159	7	development	development	NOUN
fbem-19606	159	8	level	level	NOUN
fbem-19606	159	9	,	,	PUNCT
fbem-19606	159	10	the	the	DET
fbem-19606	159	11	proportion	proportion	NOUN
fbem-19606	159	12	of	of	ADP
fbem-19606	159	13	logistics	logistic	NOUN
fbem-19606	159	14	enterprises	enterprise	NOUN
fbem-19606	159	15	with	with	ADP
fbem-19606	159	16	technological	technological	ADJ
fbem-19606	159	17	progress	progress	NOUN
fbem-19606	159	18	and	and	CCONJ
fbem-19606	159	19	total	total	ADJ
fbem-19606	159	20	factor	factor	NOUN
fbem-19606	159	21	productivity	productivity	NOUN
fbem-19606	159	22	growth	growth	NOUN
fbem-19606	159	23	steadily	steadily	ADV
fbem-19606	159	24	increased	increase	VERB
fbem-19606	159	25	.	.	PUNCT
fbem-19606	160	1	this	this	DET
fbem-19606	160	2	phenomenon	phenomenon	NOUN
fbem-19606	160	3	indicates	indicate	VERB
fbem-19606	160	4	that	that	SCONJ
fbem-19606	160	5	after	after	ADP
fbem-19606	160	6	2017	2017	NUM
fbem-19606	160	7	,	,	PUNCT
fbem-19606	160	8	digital	digital	ADJ
fbem-19606	160	9	technology	technology	NOUN
fbem-19606	160	10	has	have	AUX
fbem-19606	160	11	become	become	VERB
fbem-19606	160	12	an	an	DET
fbem-19606	160	13	important	important	ADJ
fbem-19606	160	14	support	support	NOUN
fbem-19606	160	15	and	and	CCONJ
fbem-19606	160	16	assistance	assistance	NOUN
fbem-19606	160	17	for	for	ADP
fbem-19606	160	18	the	the	DET
fbem-19606	160	19	sustainable	sustainable	ADJ
fbem-19606	160	20	development	development	NOUN
fbem-19606	160	21	of	of	ADP
fbem-19606	160	22	the	the	DET
fbem-19606	160	23	logistics	logistic	NOUN
fbem-19606	160	24	industry	industry	NOUN
fbem-19606	160	25	,	,	PUNCT
fbem-19606	160	26	providing	provide	VERB
fbem-19606	160	27	practical	practical	ADJ
fbem-19606	160	28	support	support	NOUN
fbem-19606	160	29	and	and	CCONJ
fbem-19606	160	30	improvement	improvement	NOUN
fbem-19606	160	31	for	for	ADP
fbem-19606	160	32	enterprise	enterprise	NOUN
fbem-19606	160	33	operations	operation	NOUN
fbem-19606	160	34	,	,	PUNCT
fbem-19606	160	35	and	and	CCONJ
fbem-19606	160	36	achieving	achieve	VERB
fbem-19606	160	37	significant	significant	ADJ
fbem-19606	160	38	"	"	PUNCT
fbem-19606	160	39	efficiency	efficiency	NOUN
fbem-19606	160	40	enhancement	enhancement	NOUN
fbem-19606	160	41	"	"	PUNCT
fbem-19606	160	42	effects	effect	NOUN
fbem-19606	160	43	.	.	PUNCT
fbem-19606	161	1	5	5	X
fbem-19606	161	2	.	.	X
fbem-19606	161	3	conclusions	conclusion	NOUN
fbem-19606	161	4	this	this	DET
fbem-19606	161	5	article	article	NOUN
fbem-19606	161	6	first	first	ADV
fbem-19606	161	7	analyzed	analyze	VERB
fbem-19606	161	8	the	the	DET
fbem-19606	161	9	efficiency	efficiency	NOUN
fbem-19606	161	10	of	of	ADP
fbem-19606	161	11	48	48	NUM
fbem-19606	161	12	logistics	logistic	NOUN
fbem-19606	161	13	enterprises	enterprise	NOUN
fbem-19606	161	14	using	use	VERB
fbem-19606	161	15	the	the	DET
fbem-19606	161	16	bcc	bcc	PROPN
fbem-19606	161	17	model	model	NOUN
fbem-19606	161	18	and	and	CCONJ
fbem-19606	161	19	malmquist	malmquist	PROPN
fbem-19606	161	20	index	index	NOUN
fbem-19606	161	21	.	.	PUNCT
fbem-19606	162	1	the	the	DET
fbem-19606	162	2	study	study	NOUN
fbem-19606	162	3	found	find	VERB
fbem-19606	162	4	that	that	SCONJ
fbem-19606	162	5	the	the	DET
fbem-19606	162	6	static	static	ADJ
fbem-19606	162	7	operational	operational	ADJ
fbem-19606	162	8	efficiency	efficiency	NOUN
fbem-19606	162	9	was	be	AUX
fbem-19606	162	10	at	at	ADP
fbem-19606	162	11	a	a	DET
fbem-19606	162	12	moderate	moderate	ADJ
fbem-19606	162	13	level	level	NOUN
fbem-19606	162	14	,	,	PUNCT
fbem-19606	162	15	and	and	CCONJ
fbem-19606	162	16	after	after	ADP
fbem-19606	162	17	2017	2017	NUM
fbem-19606	162	18	,	,	PUNCT
fbem-19606	162	19	the	the	DET
fbem-19606	162	20	widespread	widespread	ADJ
fbem-19606	162	21	application	application	NOUN
fbem-19606	162	22	of	of	ADP
fbem-19606	162	23	digital	digital	ADJ
fbem-19606	162	24	technology	technology	NOUN
fbem-19606	162	25	further	far	ADV
fbem-19606	162	26	promoted	promote	VERB
fbem-19606	162	27	the	the	DET
fbem-19606	162	28	improvement	improvement	NOUN
fbem-19606	162	29	of	of	ADP
fbem-19606	162	30	dynamic	dynamic	ADJ
fbem-19606	162	31	operational	operational	ADJ
fbem-19606	162	32	efficiency	efficiency	NOUN
fbem-19606	162	33	.	.	PUNCT
fbem-19606	163	1	subsequently	subsequently	ADV
fbem-19606	163	2	,	,	PUNCT
fbem-19606	163	3	through	through	ADP
fbem-19606	163	4	quantitative	quantitative	ADJ
fbem-19606	163	5	measurement	measurement	NOUN
fbem-19606	163	6	of	of	ADP
fbem-19606	163	7	the	the	DET
fbem-19606	163	8	development	development	NOUN
fbem-19606	163	9	level	level	NOUN
fbem-19606	163	10	of	of	ADP
fbem-19606	163	11	digital	digital	ADJ
fbem-19606	163	12	technology	technology	NOUN
fbem-19606	163	13	in	in	ADP
fbem-19606	163	14	logistics	logistic	NOUN
fbem-19606	163	15	enterprises	enterprise	NOUN
fbem-19606	163	16	,	,	PUNCT
fbem-19606	163	17	it	it	PRON
fbem-19606	163	18	was	be	AUX
fbem-19606	163	19	found	find	VERB
fbem-19606	163	20	that	that	SCONJ
fbem-19606	163	21	there	there	PRON
fbem-19606	163	22	is	be	VERB
fbem-19606	163	23	a	a	DET
fbem-19606	163	24	close	close	ADJ
fbem-19606	163	25	relationship	relationship	NOUN
fbem-19606	163	26	between	between	ADP
fbem-19606	163	27	the	the	DET
fbem-19606	163	28	development	development	NOUN
fbem-19606	163	29	level	level	NOUN
fbem-19606	163	30	of	of	ADP
fbem-19606	163	31	digital	digital	ADJ
fbem-19606	163	32	technology	technology	NOUN
fbem-19606	163	33	and	and	CCONJ
fbem-19606	163	34	the	the	DET
fbem-19606	163	35	operational	operational	ADJ
fbem-19606	163	36	efficiency	efficiency	NOUN
fbem-19606	163	37	of	of	ADP
fbem-19606	163	38	enterprises	enterprise	NOUN
fbem-19606	163	39	.	.	PUNCT
fbem-19606	164	1	especially	especially	ADV
fbem-19606	164	2	in	in	ADP
fbem-19606	164	3	the	the	DET
fbem-19606	164	4	high	high	ADJ
fbem-19606	164	5	level	level	NOUN
fbem-19606	164	6	of	of	ADP
fbem-19606	164	7	digital	digital	ADJ
fbem-19606	164	8	technology	technology	NOUN
fbem-19606	164	9	development	development	NOUN
fbem-19606	164	10	group	group	NOUN
fbem-19606	164	11	,	,	PUNCT
fbem-19606	164	12	enterprises	enterprise	NOUN
fbem-19606	164	13	perform	perform	VERB
fbem-19606	164	14	better	well	ADV
fbem-19606	164	15	in	in	ADP
fbem-19606	164	16	both	both	CCONJ
fbem-19606	164	17	static	static	ADJ
fbem-19606	164	18	and	and	CCONJ
fbem-19606	164	19	dynamic	dynamic	ADJ
fbem-19606	164	20	operational	operational	ADJ
fbem-19606	164	21	efficiency	efficiency	NOUN
fbem-19606	164	22	.	.	PUNCT
fbem-19606	165	1	in	in	ADP
fbem-19606	165	2	summary	summary	NOUN
fbem-19606	165	3	,	,	PUNCT
fbem-19606	165	4	it	it	PRON
fbem-19606	165	5	can	can	AUX
fbem-19606	165	6	be	be	AUX
fbem-19606	165	7	concluded	conclude	VERB
fbem-19606	165	8	that	that	SCONJ
fbem-19606	165	9	digital	digital	ADJ
fbem-19606	165	10	technology	technology	NOUN
fbem-19606	165	11	has	have	AUX
fbem-19606	165	12	significantly	significantly	ADV
fbem-19606	165	13	improved	improve	VERB
fbem-19606	165	14	the	the	DET
fbem-19606	165	15	operational	operational	ADJ
fbem-19606	165	16	efficiency	efficiency	NOUN
fbem-19606	165	17	of	of	ADP
fbem-19606	165	18	logistics	logistic	NOUN
fbem-19606	165	19	enterprises	enterprise	NOUN
fbem-19606	165	20	,	,	PUNCT
fbem-19606	165	21	especially	especially	ADV
fbem-19606	165	22	in	in	ADP
fbem-19606	165	23	the	the	DET
fbem-19606	165	24	current	current	ADJ
fbem-19606	165	25	era	era	NOUN
fbem-19606	165	26	of	of	ADP
fbem-19606	165	27	rapid	rapid	ADJ
fbem-19606	165	28	digital	digital	ADJ
fbem-19606	165	29	development	development	NOUN
fbem-19606	165	30	.	.	PUNCT
fbem-19606	166	1	therefore	therefore	ADV
fbem-19606	166	2	,	,	PUNCT
fbem-19606	166	3	logistics	logistic	NOUN
fbem-19606	166	4	companies	company	NOUN
fbem-19606	166	5	should	should	AUX
fbem-19606	166	6	pay	pay	VERB
fbem-19606	166	7	more	more	ADJ
fbem-19606	166	8	attention	attention	NOUN
fbem-19606	166	9	to	to	ADP
fbem-19606	166	10	and	and	CCONJ
fbem-19606	166	11	utilize	utilize	VERB
fbem-19606	166	12	digital	digital	ADJ
fbem-19606	166	13	technology	technology	NOUN
fbem-19606	166	14	to	to	PART
fbem-19606	166	15	enhance	enhance	VERB
fbem-19606	166	16	efficiency	efficiency	NOUN
fbem-19606	166	17	.	.	PUNCT
fbem-19606	167	1	references	reference	NOUN
fbem-19606	167	2	[	[	X
fbem-19606	167	3	1	1	NUM
fbem-19606	167	4	]	]	X
fbem-19606	167	5	chen	chen	PROPN
fbem-19606	167	6	aizhen	aizhen	PROPN
fbem-19606	167	7	,	,	PUNCT
fbem-19606	167	8	zhang	zhang	PROPN
fbem-19606	167	9	pengfei	pengfei	PROPN
fbem-19606	167	10	.	.	PUNCT
fbem-19606	168	1	merger	merger	NOUN
fbem-19606	168	2	and	and	CCONJ
fbem-19606	168	3	acquisition	acquisition	NOUN
fbem-19606	168	4	model	model	NOUN
fbem-19606	168	5	and	and	CCONJ
fbem-19606	168	6	corporate	corporate	ADJ
fbem-19606	168	7	innovation[j	innovation[j	PROPN
fbem-19606	168	8	]	]	PUNCT
fbem-19606	168	9	.	.	PUNCT
fbem-19606	169	1	china	china	PROPN
fbem-19606	169	2	industrial	industrial	ADJ
fbem-19606	169	3	economy	economy	NOUN
fbem-19606	169	4	,	,	PUNCT
fbem-19606	169	5	2019,(12):115	2019,(12):115	PROPN
fbem-19606	169	6	-	-	SYM
fbem-19606	169	7	133	133	NUM
fbem-19606	169	8	.	.	PUNCT
fbem-19606	170	1	[	[	X
fbem-19606	170	2	2	2	NUM
fbem-19606	170	3	]	]	X
fbem-19606	170	4	accenture	accenture	NOUN
fbem-19606	170	5	and	and	CCONJ
fbem-19606	170	6	national	national	ADJ
fbem-19606	170	7	industrial	industrial	ADJ
fbem-19606	170	8	information	information	NOUN
fbem-19606	170	9	security	security	NOUN
fbem-19606	170	10	development	development	NOUN
fbem-19606	170	11	research	research	NOUN
fbem-19606	170	12	center	center	NOUN
fbem-19606	170	13	.	.	PUNCT
fbem-19606	171	1	accenture	accenture	NOUN
fbem-19606	171	2	:	:	PUNCT
fbem-19606	171	3	2021	2021	NUM
fbem-19606	171	4	china	china	PROPN
fbem-19606	171	5	enterprise	enterprise	PROPN
fbem-19606	171	6	digital	digital	ADJ
fbem-19606	171	7	transformation	transformation	NOUN
fbem-19606	171	8	index	index	NOUN
fbem-19606	171	9	research	research	NOUN
fbem-19606	171	10	report[r	report[r	NOUN
fbem-19606	171	11	]	]	PUNCT
fbem-19606	171	12	.	.	PUNCT
fbem-19606	172	1	beijing	beijing	PROPN
fbem-19606	172	2	:	:	PUNCT
fbem-19606	172	3	accenture	accenture	NOUN
fbem-19606	172	4	,	,	PUNCT
fbem-19606	172	5	2021	2021	NUM
fbem-19606	172	6	.	.	PUNCT
fbem-19606	173	1	[	[	X
fbem-19606	173	2	3	3	X
fbem-19606	173	3	]	]	X
fbem-19606	173	4	wen	wen	PROPN
fbem-19606	173	5	h	h	PROPN
fbem-19606	173	6	,	,	PUNCT
fbem-19606	173	7	zhong	zhong	PROPN
fbem-19606	173	8	q	q	PROPN
fbem-19606	173	9	,	,	PUNCT
fbem-19606	173	10	lee	lee	PROPN
fbem-19606	173	11	c	c	PROPN
fbem-19606	173	12	c.	c.	PROPN
fbem-19606	173	13	digitalization	digitalization	NOUN
fbem-19606	173	14	,	,	PUNCT
fbem-19606	173	15	competition	competition	NOUN
fbem-19606	173	16	strategy	strategy	NOUN
fbem-19606	173	17	and	and	CCONJ
fbem-19606	173	18	corporate	corporate	ADJ
fbem-19606	173	19	innovation	innovation	NOUN
fbem-19606	173	20	:	:	PUNCT
fbem-19606	173	21	evidence	evidence	NOUN
fbem-19606	173	22	from	from	ADP
fbem-19606	173	23	chinese	chinese	ADJ
fbem-19606	173	24	manufacturing	manufacturing	NOUN
fbem-19606	173	25	listed	list	VERB
fbem-19606	173	26	companies[j	companies[j	NOUN
fbem-19606	173	27	]	]	PUNCT
fbem-19606	173	28	.	.	PUNCT
fbem-19606	174	1	international	international	ADJ
fbem-19606	174	2	review	review	NOUN
fbem-19606	174	3	of	of	ADP
fbem-19606	174	4	financial	financial	ADJ
fbem-19606	174	5	analysis	analysis	NOUN
fbem-19606	174	6	,	,	PUNCT
fbem-19606	174	7	2022	2022	NUM
fbem-19606	174	8	,	,	PUNCT
fbem-19606	174	9	82	82	NUM
fbem-19606	174	10	:	:	SYM
fbem-19606	174	11	102166	102166	NUM
fbem-19606	174	12	.	.	PUNCT
fbem-19606	175	1	[	[	X
fbem-19606	175	2	4	4	X
fbem-19606	175	3	]	]	PUNCT
fbem-19606	175	4	wang	wang	PROPN
fbem-19606	175	5	xudong	xudong	PROPN
fbem-19606	175	6	.	.	PUNCT
fbem-19606	176	1	an	an	DET
fbem-19606	176	2	examination	examination	NOUN
fbem-19606	176	3	of	of	ADP
fbem-19606	176	4	the	the	DET
fbem-19606	176	5	concept	concept	NOUN
fbem-19606	176	6	of	of	ADP
fbem-19606	176	7	"	"	PUNCT
fbem-19606	176	8	informatization	informatization	NOUN
fbem-19606	176	9	"	"	PUNCT
fbem-19606	176	10	and	and	CCONJ
fbem-19606	176	11	the	the	DET
fbem-19606	176	12	historical	historical	ADJ
fbem-19606	176	13	origin	origin	NOUN
fbem-19606	176	14	of	of	ADP
fbem-19606	176	15	the	the	DET
fbem-19606	176	16	term	term	NOUN
fbem-19606	176	17	in	in	ADP
fbem-19606	176	18	the	the	DET
fbem-19606	176	19	second	second	ADJ
fbem-19606	176	20	half	half	NOUN
fbem-19606	176	21	of	of	ADP
fbem-19606	176	22	the	the	DET
fbem-19606	176	23	20th	20th	ADJ
fbem-19606	176	24	century[j	century[j	NOUN
fbem-19606	176	25	]	]	PUNCT
fbem-19606	176	26	.	.	PUNCT
fbem-19606	177	1	research	research	NOUN
fbem-19606	177	2	on	on	ADP
fbem-19606	177	3	historical	historical	ADJ
fbem-19606	177	4	theory,2008(03):90	theory,2008(03):90	ADP
fbem-19606	177	5	-	-	PUNCT
fbem-19606	177	6	99	99	NUM
fbem-19606	177	7	+	+	NOUN
fbem-19606	177	8	159	159	NUM
fbem-19606	177	9	.	.	PUNCT
fbem-19606	178	1	[	[	X
fbem-19606	178	2	5	5	NUM
fbem-19606	178	3	]	]	X
fbem-19606	178	4	sun	sun	PROPN
fbem-19606	178	5	linlin	linlin	PROPN
fbem-19606	178	6	,	,	PUNCT
fbem-19606	178	7	zheng	zheng	PROPN
fbem-19606	178	8	haitao	haitao	PROPN
fbem-19606	178	9	,	,	PUNCT
fbem-19606	178	10	ren	ren	PROPN
fbem-19606	178	11	ruo'en	ruo'en	NOUN
fbem-19606	178	12	.	.	PUNCT
fbem-19606	179	1	the	the	DET
fbem-19606	179	2	contribution	contribution	NOUN
fbem-19606	179	3	of	of	ADP
fbem-19606	179	4	informatization	informatization	NOUN
fbem-19606	179	5	to	to	ADP
fbem-19606	179	6	china	china	PROPN
fbem-19606	179	7	's	's	PART
fbem-19606	179	8	economic	economic	ADJ
fbem-19606	179	9	growth	growth	NOUN
fbem-19606	179	10	:	:	PUNCT
fbem-19606	179	11	empirical	empirical	ADJ
fbem-19606	179	12	evidence	evidence	NOUN
fbem-19606	179	13	from	from	ADP
fbem-19606	179	14	industry	industry	NOUN
fbem-19606	179	15	panel	panel	NOUN
fbem-19606	179	16	data[j	data[j	NOUN
fbem-19606	179	17	]	]	PUNCT
fbem-19606	179	18	.	.	PUNCT
fbem-19606	180	1	world	world	NOUN
fbem-19606	180	2	economy	economy	NOUN
fbem-19606	180	3	,	,	PUNCT
fbem-19606	180	4	2012	2012	NUM
fbem-19606	180	5	,	,	PUNCT
fbem-19606	180	6	35(2):3	35(2):3	PROPN
fbem-19606	180	7	-	-	PUNCT
fbem-19606	180	8	25	25	NUM
fbem-19606	180	9	.	.	PUNCT
fbem-19606	181	1	[	[	X
fbem-19606	181	2	6	6	NUM
fbem-19606	181	3	]	]	PUNCT
fbem-19606	181	4	bharadwaj	bharadwaj	PROPN
fbem-19606	181	5	a	a	PROPN
fbem-19606	181	6	,	,	PUNCT
fbem-19606	181	7	el	el	PROPN
fbem-19606	181	8	sawy	sawy	PROPN
fbem-19606	181	9	o	o	X
fbem-19606	181	10	a	a	X
fbem-19606	181	11	,	,	PUNCT
fbem-19606	181	12	pavlou	pavlou	NOUN
fbem-19606	181	13	p	p	NOUN
fbem-19606	181	14	a	a	PROPN
fbem-19606	181	15	,	,	PUNCT
fbem-19606	181	16	et	et	PROPN
fbem-19606	181	17	al	al	PROPN
fbem-19606	181	18	.	.	PUNCT
fbem-19606	181	19	digital	digital	PROPN
fbem-19606	181	20	business	business	NOUN
fbem-19606	181	21	strategy	strategy	NOUN
fbem-19606	181	22	:	:	PUNCT
fbem-19606	181	23	toward	toward	ADP
fbem-19606	181	24	a	a	DET
fbem-19606	181	25	next	next	ADJ
fbem-19606	181	26	generation	generation	NOUN
fbem-19606	181	27	of	of	ADP
fbem-19606	181	28	insights[j	insights[j	NOUN
fbem-19606	181	29	]	]	PUNCT
fbem-19606	181	30	.	.	PUNCT
fbem-19606	182	1	mis	mis	PROPN
fbem-19606	182	2	quarterly	quarterly	PROPN
fbem-19606	182	3	,	,	PUNCT
fbem-19606	182	4	2013	2013	NUM
fbem-19606	182	5	:	:	PUNCT
fbem-19606	182	6	471	471	NUM
fbem-19606	182	7	-	-	SYM
fbem-19606	182	8	482	482	NUM
fbem-19606	182	9	.	.	PUNCT
fbem-19606	183	1	[	[	X
fbem-19606	183	2	7	7	NUM
fbem-19606	183	3	]	]	SYM
fbem-19606	183	4	sebastian	sebastian	PROPN
fbem-19606	183	5	i	i	PROPN
fbem-19606	183	6	,	,	PUNCT
fbem-19606	183	7	ross	ross	PROPN
fbem-19606	183	8	j	j	PROPN
fbem-19606	183	9	,	,	PUNCT
fbem-19606	183	10	beath	beath	PROPN
fbem-19606	183	11	c	c	PROPN
fbem-19606	183	12	,	,	PUNCT
fbem-19606	183	13	et	et	PROPN
fbem-19606	183	14	al	al	PROPN
fbem-19606	183	15	.	.	PUNCT
fbem-19606	184	1	how	how	SCONJ
fbem-19606	184	2	big	big	ADJ
fbem-19606	184	3	old	old	ADJ
fbem-19606	184	4	companies	company	NOUN
fbem-19606	184	5	navigate	navigate	VERB
fbem-19606	184	6	digital	digital	ADJ
fbem-19606	184	7	transformation[j	transformation[j	PROPN
fbem-19606	184	8	]	]	PUNCT
fbem-19606	184	9	.	.	PUNCT
fbem-19606	185	1	mis	mis	PROPN
fbem-19606	185	2	quarterly	quarterly	PROPN
fbem-19606	185	3	executive	executive	NOUN
fbem-19606	185	4	,	,	PUNCT
fbem-19606	185	5	2017	2017	NUM
fbem-19606	185	6	,	,	PUNCT
fbem-19606	185	7	16(3	16(3	NUM
fbem-19606	185	8	):	):	PUNCT
fbem-19606	185	9	197	197	NUM
fbem-19606	185	10	-	-	SYM
fbem-19606	185	11	213	213	NUM
fbem-19606	185	12	.	.	PUNCT
fbem-19606	186	1	[	[	X
fbem-19606	186	2	8	8	NUM
fbem-19606	186	3	]	]	SYM
fbem-19606	186	4	obukhova	obukhova	NOUN
fbem-19606	186	5	a	a	PRON
fbem-19606	186	6	,	,	PUNCT
fbem-19606	186	7	merzlyakova	merzlyakova	X
fbem-19606	186	8	e	e	X
fbem-19606	186	9	,	,	PUNCT
fbem-19606	186	10	ershova	ershova	PROPN
fbem-19606	186	11	i	i	PRON
fbem-19606	186	12	,	,	PUNCT
fbem-19606	186	13	et	et	PROPN
fbem-19606	186	14	al	al	PROPN
fbem-19606	186	15	.	.	PROPN
fbem-19606	187	1	introduction	introduction	NOUN
fbem-19606	187	2	of	of	ADP
fbem-19606	187	3	digital	digital	ADJ
fbem-19606	187	4	technologies	technology	NOUN
fbem-19606	187	5	in	in	ADP
fbem-19606	187	6	the	the	DET
fbem-19606	187	7	enterprise[c]//e3s	enterprise[c]//e3s	NOUN
fbem-19606	187	8	web	web	NOUN
fbem-19606	187	9	of	of	ADP
fbem-19606	187	10	conferences	conference	NOUN
fbem-19606	187	11	.	.	PUNCT
fbem-19606	188	1	edp	edp	PROPN
fbem-19606	188	2	sciences	sciences	PROPN
fbem-19606	188	3	,	,	PUNCT
fbem-19606	188	4	2020	2020	NUM
fbem-19606	188	5	,	,	PUNCT
fbem-19606	188	6	159	159	NUM
fbem-19606	188	7	:	:	SYM
fbem-19606	188	8	04004	04004	NUM
fbem-19606	188	9	.	.	PUNCT
fbem-19606	189	1	[	[	X
fbem-19606	189	2	9	9	NUM
fbem-19606	189	3	]	]	X
fbem-19606	189	4	chen	chen	PROPN
fbem-19606	189	5	jian	jian	PROPN
fbem-19606	189	6	,	,	PUNCT
fbem-19606	189	7	liu	liu	PROPN
fbem-19606	189	8	yunhui	yunhui	PROPN
fbem-19606	189	9	.	.	PUNCT
fbem-19606	190	1	digital	digital	ADJ
fbem-19606	190	2	intelligence	intelligence	NOUN
fbem-19606	190	3	enables	enable	VERB
fbem-19606	190	4	operations	operation	NOUN
fbem-19606	190	5	management	management	NOUN
fbem-19606	190	6	transformation	transformation	NOUN
fbem-19606	190	7	:	:	PUNCT
fbem-19606	190	8	from	from	ADP
fbem-19606	190	9	supply	supply	NOUN
fbem-19606	190	10	chain	chain	NOUN
fbem-19606	190	11	to	to	PART
fbem-19606	190	12	supply	supply	VERB
fbem-19606	190	13	chain	chain	NOUN
fbem-19606	190	14	ecosystem	ecosystem	NOUN
fbem-19606	191	1	[	[	X
fbem-19606	191	2	j	j	X
fbem-19606	191	3	]	]	X
fbem-19606	191	4	.	.	PUNCT
fbem-19606	192	1	management	management	NOUN
fbem-19606	192	2	world	world	NOUN
fbem-19606	192	3	,	,	PUNCT
fbem-19606	192	4	2021	2021	NUM
fbem-19606	192	5	,	,	PUNCT
fbem-19606	192	6	37(11):227	37(11):227	PROPN
fbem-19606	192	7	-	-	SYM
fbem-19606	192	8	240	240	NUM
fbem-19606	192	9	+	+	NOUN
fbem-19606	192	10	214	214	NUM
fbem-19606	192	11	.	.	PUNCT
fbem-19606	193	1	[	[	X
fbem-19606	193	2	10	10	NUM
fbem-19606	193	3	]	]	X
fbem-19606	193	4	han	han	PROPN
fbem-19606	193	5	xiuzhi	xiuzhi	PROPN
fbem-19606	193	6	,	,	PUNCT
fbem-19606	193	7	cao	cao	PROPN
fbem-19606	193	8	yuan	yuan	PROPN
fbem-19606	193	9	,	,	PUNCT
fbem-19606	193	10	zhan	zhan	PROPN
fbem-19606	193	11	yueyong	yueyong	PROPN
fbem-19606	193	12	.	.	PUNCT
fbem-19606	194	1	the	the	DET
fbem-19606	194	2	use	use	NOUN
fbem-19606	194	3	of	of	ADP
fbem-19606	194	4	big	big	ADJ
fbem-19606	194	5	data	datum	NOUN
fbem-19606	194	6	technology	technology	NOUN
fbem-19606	194	7	in	in	ADP
fbem-19606	194	8	the	the	DET
fbem-19606	194	9	cold	cold	ADJ
fbem-19606	194	10	chain	chain	NOUN
fbem-19606	194	11	supply	supply	NOUN
fbem-19606	194	12	chain	chain	NOUN
fbem-19606	194	13	of	of	ADP
fbem-19606	194	14	luohe	luohe	ADJ
fbem-19606	194	15	golden	golden	ADJ
fbem-19606	194	16	pears[j	pears[j	NOUN
fbem-19606	194	17	]	]	PUNCT
fbem-19606	194	18	.	.	PUNCT
fbem-19606	195	1	food	food	NOUN
fbem-19606	195	2	research	research	NOUN
fbem-19606	195	3	and	and	CCONJ
fbem-19606	195	4	development,2023,44(15):227228	development,2023,44(15):227228	PROPN
fbem-19606	195	5	.	.	PUNCT
fbem-19606	196	1	[	[	X
fbem-19606	196	2	11	11	NUM
fbem-19606	196	3	]	]	X
fbem-19606	196	4	chen	chen	PROPN
fbem-19606	196	5	yongxian	yongxian	PROPN
fbem-19606	196	6	,	,	PUNCT
fbem-19606	196	7	zhao	zhao	PROPN
fbem-19606	196	8	xin	xin	PROPN
fbem-19606	196	9	.	.	PUNCT
fbem-19606	197	1	exploring	explore	VERB
fbem-19606	197	2	the	the	DET
fbem-19606	197	3	development	development	NOUN
fbem-19606	197	4	of	of	ADP
fbem-19606	197	5	digital	digital	ADJ
fbem-19606	197	6	economy	economy	NOUN
fbem-19606	197	7	under	under	ADP
fbem-19606	197	8	the	the	DET
fbem-19606	197	9	background	background	NOUN
fbem-19606	197	10	of	of	ADP
fbem-19606	197	11	big	big	ADJ
fbem-19606	197	12	data[j	data[j	NOUN
fbem-19606	197	13	]	]	X
fbem-19606	197	14	.	.	PUNCT
fbem-19606	198	1	national	national	ADJ
fbem-19606	198	2	circulation	circulation	NOUN
fbem-19606	198	3	economy,2023(20):128	economy,2023(20):128	PROPN
fbem-19606	198	4	-	-	SYM
fbem-19606	198	5	131	131	NUM
fbem-19606	198	6	.	.	PUNCT
fbem-19606	198	7	134	134	NUM
fbem-19606	199	1	[	[	X
fbem-19606	199	2	12	12	NUM
fbem-19606	199	3	]	]	X
fbem-19606	199	4	li	li	PROPN
fbem-19606	199	5	yichen	yichen	PROPN
fbem-19606	199	6	.	.	PUNCT
fbem-19606	200	1	research	research	NOUN
fbem-19606	200	2	on	on	ADP
fbem-19606	200	3	operation	operation	NOUN
fbem-19606	200	4	management	management	NOUN
fbem-19606	200	5	of	of	ADP
fbem-19606	200	6	logistics	logistic	NOUN
fbem-19606	200	7	enterprises	enterprise	NOUN
fbem-19606	200	8	based	base	VERB
fbem-19606	200	9	on	on	ADP
fbem-19606	200	10	big	big	ADJ
fbem-19606	200	11	data[j	data[j	NOUN
fbem-19606	200	12	]	]	X
fbem-19606	200	13	.	.	PUNCT
fbem-19606	201	1	logistics	logistic	NOUN
fbem-19606	201	2	science	science	NOUN
fbem-19606	201	3	and	and	CCONJ
fbem-19606	201	4	technology	technology	NOUN
fbem-19606	201	5	,	,	PUNCT
fbem-19606	201	6	2023,46(22):41	2023,46(22):41	NOUN
fbem-19606	201	7	-	-	SYM
fbem-19606	201	8	44	44	NUM
fbem-19606	201	9	.	.	PUNCT
fbem-19606	202	1	[	[	X
fbem-19606	202	2	13	13	NUM
fbem-19606	202	3	]	]	X
fbem-19606	202	4	tian	tian	ADJ
fbem-19606	202	5	chen	chen	PROPN
fbem-19606	202	6	,	,	PUNCT
fbem-19606	202	7	ren	ren	PROPN
fbem-19606	202	8	bin	bin	PROPN
fbem-19606	202	9	.	.	PUNCT
fbem-19606	202	10	research	research	NOUN
fbem-19606	202	11	on	on	ADP
fbem-19606	202	12	modern	modern	ADJ
fbem-19606	202	13	logistics	logistic	NOUN
fbem-19606	202	14	and	and	CCONJ
fbem-19606	202	15	warehousing	warehousing	NOUN
fbem-19606	202	16	application	application	NOUN
fbem-19606	202	17	technology	technology	NOUN
fbem-19606	202	18	based	base	VERB
fbem-19606	202	19	on	on	ADP
fbem-19606	202	20	internet	internet	NOUN
fbem-19606	202	21	of	of	ADP
fbem-19606	202	22	things	thing	NOUN
fbem-19606	202	23	and	and	CCONJ
fbem-19606	202	24	artificial	artificial	ADJ
fbem-19606	202	25	intelligence[j	intelligence[j	NOUN
fbem-19606	202	26	]	]	PUNCT
fbem-19606	202	27	.	.	PUNCT
fbem-19606	203	1	china	china	PROPN
fbem-19606	203	2	logistics	logistic	NOUN
fbem-19606	203	3	and	and	CCONJ
fbem-19606	203	4	purchasing	purchasing	NOUN
fbem-19606	203	5	,	,	PUNCT
fbem-19606	203	6	2023	2023	NUM
fbem-19606	203	7	(	(	PUNCT
fbem-19606	203	8	20	20	NUM
fbem-19606	203	9	):	):	PUNCT
fbem-19606	203	10	119	119	NUM
fbem-19606	203	11	-	-	SYM
fbem-19606	203	12	120	120	NUM
fbem-19606	203	13	.	.	PUNCT
fbem-19606	204	1	[	[	X
fbem-19606	204	2	14	14	NUM
fbem-19606	204	3	]	]	X
fbem-19606	204	4	zhan	zhan	PROPN
fbem-19606	204	5	shaowen	shaowen	PROPN
fbem-19606	204	6	,	,	PUNCT
fbem-19606	204	7	niu	niu	PROPN
fbem-19606	204	8	shaolin	shaolin	PROPN
fbem-19606	204	9	.	.	PUNCT
fbem-19606	205	1	research	research	NOUN
fbem-19606	205	2	on	on	ADP
fbem-19606	205	3	dilemmas	dilemma	NOUN
fbem-19606	205	4	faced	face	VERB
fbem-19606	205	5	by	by	ADP
fbem-19606	205	6	artificial	artificial	ADJ
fbem-19606	205	7	intelligence	intelligence	NOUN
fbem-19606	205	8	on	on	ADP
fbem-19606	205	9	logistics	logistic	NOUN
fbem-19606	205	10	management	management	NOUN
fbem-19606	205	11	and	and	CCONJ
fbem-19606	205	12	optimization	optimization	NOUN
fbem-19606	205	13	path[j	path[j	NOUN
fbem-19606	205	14	]	]	PUNCT
fbem-19606	205	15	.	.	PUNCT
fbem-19606	206	1	logistics	logistic	NOUN
fbem-19606	206	2	science	science	NOUN
fbem-19606	206	3	and	and	CCONJ
fbem-19606	206	4	technology	technology	NOUN
fbem-19606	206	5	,	,	PUNCT
fbem-19606	206	6	2023	2023	NUM
fbem-19606	206	7	,	,	PUNCT
fbem-19606	206	8	46(22):48	46(22):48	NOUN
fbem-19606	206	9	-	-	PUNCT
fbem-19606	206	10	50	50	NUM
fbem-19606	206	11	+	+	NOUN
fbem-19606	206	12	54	54	NUM
fbem-19606	206	13	.	.	PUNCT
fbem-19606	207	1	[	[	X
fbem-19606	207	2	15	15	NUM
fbem-19606	207	3	]	]	X
fbem-19606	207	4	jin	jin	NOUN
fbem-19606	207	5	bei	bei	PROPN
fbem-19606	207	6	.	.	PUNCT
fbem-19606	208	1	on	on	ADP
fbem-19606	208	2	organizational	organizational	ADJ
fbem-19606	208	3	capital	capital	NOUN
fbem-19606	208	4	and	and	CCONJ
fbem-19606	208	5	organizational	organizational	ADJ
fbem-19606	208	6	policies	policy	NOUN
fbem-19606	208	7	in	in	ADP
fbem-19606	208	8	the	the	DET
fbem-19606	208	9	economy	economy	NOUN
fbem-19606	208	10	--	--	PUNCT
fbem-19606	208	11	with	with	ADP
fbem-19606	208	12	insights	insight	NOUN
fbem-19606	208	13	from	from	ADP
fbem-19606	208	14	the	the	DET
fbem-19606	208	15	new	new	ADJ
fbem-19606	208	16	crown	crown	NOUN
fbem-19606	208	17	pneumonia	pneumonia	NOUN
fbem-19606	208	18	epidemic[j	epidemic[j	PROPN
fbem-19606	208	19	]	]	PUNCT
fbem-19606	208	20	.	.	PUNCT
fbem-19606	209	1	china	china	PROPN
fbem-19606	209	2	industrial	industrial	ADJ
fbem-19606	209	3	economy	economy	NOUN
fbem-19606	209	4	,	,	PUNCT
fbem-19606	209	5	2020	2020	NUM
fbem-19606	209	6	,	,	PUNCT
fbem-19606	209	7	385(04	385(04	NUM
fbem-19606	209	8	):	):	PUNCT
fbem-19606	209	9	23	23	NUM
fbem-19606	209	10	-	-	SYM
fbem-19606	209	11	41	41	NUM
fbem-19606	209	12	.	.	PUNCT
fbem-19606	210	1	[	[	X
fbem-19606	210	2	16	16	NUM
fbem-19606	210	3	]	]	X
fbem-19606	210	4	shan	shan	PROPN
fbem-19606	210	5	y	y	PROPN
fbem-19606	210	6	,	,	PUNCT
fbem-19606	210	7	hui	hui	PROPN
fbem-19606	210	8	xu	xu	PROPN
fbem-19606	210	9	,	,	PUNCT
fbem-19606	210	10	lianxi	lianxi	PROPN
fbem-19606	210	11	zhou	zhou	PROPN
fbem-19606	210	12	,	,	PUNCT
fbem-19606	210	13	et	et	PROPN
fbem-19606	210	14	al	al	PROPN
fbem-19606	210	15	.	.	PUNCT
fbem-19606	211	1	digital	digital	ADJ
fbem-19606	211	2	intelligence	intelligence	NOUN
fbem-19606	211	3	empowerment	empowerment	NOUN
fbem-19606	211	4	:	:	PUNCT
fbem-19606	211	5	how	how	SCONJ
fbem-19606	211	6	organizational	organizational	ADJ
fbem-19606	211	7	resilience	resilience	NOUN
fbem-19606	211	8	forms	form	NOUN
fbem-19606	211	9	in	in	ADP
fbem-19606	211	10	crisis	crisis	NOUN
fbem-19606	211	11	situations	situation	NOUN
fbem-19606	211	12	?	?	PUNCT
fbem-19606	212	1	--an	--an	PROPN
fbem-19606	212	2	exploratory	exploratory	ADJ
fbem-19606	212	3	case	case	NOUN
fbem-19606	212	4	study	study	NOUN
fbem-19606	212	5	based	base	VERB
fbem-19606	212	6	on	on	ADP
fbem-19606	212	7	lin	lin	PROPN
fbem-19606	212	8	qingxuan	qingxuan	PROPN
fbem-19606	212	9	's	's	PART
fbem-19606	212	10	turnaround[j	turnaround[j	PROPN
fbem-19606	212	11	]	]	PUNCT
fbem-19606	212	12	.	.	PUNCT
fbem-19606	213	1	management	management	NOUN
fbem-19606	213	2	world	world	NOUN
fbem-19606	213	3	,	,	PUNCT
fbem-19606	213	4	2021	2021	NUM
fbem-19606	213	5	,	,	PUNCT
fbem-19606	213	6	37(03	37(03	NUM
fbem-19606	213	7	):	):	PUNCT
fbem-19606	213	8	84	84	NUM
fbem-19606	213	9	-	-	SYM
fbem-19606	213	10	104	104	NUM
fbem-19606	213	11	+	+	NOUN
fbem-19606	213	12	107	107	NUM
fbem-19606	213	13	.	.	PUNCT
fbem-19606	214	1	[	[	X
fbem-19606	214	2	17	17	NUM
fbem-19606	214	3	]	]	X
fbem-19606	214	4	kayikci	kayikci	PROPN
fbem-19606	214	5	y.	y.	PROPN
fbem-19606	214	6	sustainability	sustainability	NOUN
fbem-19606	214	7	impact	impact	NOUN
fbem-19606	214	8	of	of	ADP
fbem-19606	214	9	digitization	digitization	NOUN
fbem-19606	214	10	in	in	ADP
fbem-19606	214	11	logistics[j	logistics[j	PROPN
fbem-19606	214	12	]	]	PUNCT
fbem-19606	214	13	.	.	PUNCT
fbem-19606	215	1	procedia	procedia	PROPN
fbem-19606	215	2	manufacturing	manufacturing	NOUN
fbem-19606	215	3	,	,	PUNCT
fbem-19606	215	4	2018	2018	NUM
fbem-19606	215	5	,	,	PUNCT
fbem-19606	215	6	21:782	21:782	NUM
fbem-19606	215	7	-	-	SYM
fbem-19606	215	8	789	789	NUM
fbem-19606	215	9	.	.	PUNCT
fbem-19606	216	1	[	[	X
fbem-19606	216	2	18	18	NUM
fbem-19606	216	3	]	]	X
fbem-19606	216	4	hofmann	hofmann	PROPN
fbem-19606	216	5	e	e	PROPN
fbem-19606	216	6	,	,	PUNCT
fbem-19606	216	7	osterwalder	osterwalder	PROPN
fbem-19606	216	8	f.	f.	PROPN
fbem-19606	216	9	third	third	PROPN
fbem-19606	216	10	-	-	PUNCT
fbem-19606	216	11	party	party	NOUN
fbem-19606	216	12	logistics	logistic	NOUN
fbem-19606	216	13	providers	provider	NOUN
fbem-19606	216	14	in	in	ADP
fbem-19606	216	15	the	the	DET
fbem-19606	216	16	digital	digital	ADJ
fbem-19606	216	17	age	age	NOUN
fbem-19606	216	18	:	:	PUNCT
fbem-19606	216	19	towards	towards	ADP
fbem-19606	216	20	a	a	DET
fbem-19606	216	21	new	new	ADJ
fbem-19606	216	22	competitive	competitive	ADJ
fbem-19606	216	23	arena?[j	arena?[j	X
fbem-19606	216	24	]	]	PUNCT
fbem-19606	216	25	.	.	PUNCT
fbem-19606	217	1	logistics	logistic	NOUN
fbem-19606	217	2	,	,	PUNCT
fbem-19606	217	3	2017	2017	NUM
fbem-19606	217	4	,	,	PUNCT
fbem-19606	217	5	1(2):9	1(2):9	NUM
fbem-19606	217	6	.	.	PUNCT
fbem-19606	218	1	[	[	X
fbem-19606	218	2	19	19	NUM
fbem-19606	218	3	]	]	X
fbem-19606	218	4	charnes	charne	NOUN
fbem-19606	218	5	a	a	PROPN
fbem-19606	218	6	,	,	PUNCT
fbem-19606	218	7	cooper	cooper	PROPN
fbem-19606	218	8	w	w	PROPN
fbem-19606	218	9	w	w	PROPN
fbem-19606	218	10	,	,	PUNCT
fbem-19606	218	11	rhodes	rhodes	PROPN
fbem-19606	218	12	e.	e.	PROPN
fbem-19606	218	13	measuring	measure	VERB
fbem-19606	218	14	the	the	DET
fbem-19606	218	15	efficiency	efficiency	NOUN
fbem-19606	218	16	of	of	ADP
fbem-19606	218	17	decision	decision	NOUN
fbem-19606	218	18	making	make	VERB
fbem-19606	218	19	units[j	units[j	NOUN
fbem-19606	218	20	]	]	PUNCT
fbem-19606	218	21	.	.	PUNCT
fbem-19606	219	1	european	european	PROPN
fbem-19606	219	2	journal	journal	PROPN
fbem-19606	219	3	of	of	ADP
fbem-19606	219	4	operational	operational	ADJ
fbem-19606	219	5	research	research	NOUN
fbem-19606	219	6	,	,	PUNCT
fbem-19606	219	7	1978	1978	NUM
fbem-19606	219	8	,	,	PUNCT
fbem-19606	219	9	2(6	2(6	NUM
fbem-19606	219	10	):	):	PUNCT
fbem-19606	219	11	429	429	NUM
fbem-19606	219	12	-	-	SYM
fbem-19606	219	13	444	444	NUM
fbem-19606	219	14	.	.	PUNCT
fbem-19606	220	1	[	[	X
fbem-19606	220	2	20	20	NUM
fbem-19606	220	3	]	]	SYM
fbem-19606	220	4	banker	banker	NOUN
fbem-19606	220	5	r	r	PROPN
fbem-19606	220	6	d	d	PROPN
fbem-19606	220	7	,	,	PUNCT
fbem-19606	220	8	charnes	charne	NOUN
fbem-19606	220	9	a	a	PRON
fbem-19606	220	10	,	,	PUNCT
fbem-19606	220	11	cooper	cooper	PROPN
fbem-19606	220	12	w	w	PROPN
fbem-19606	220	13	w.	w.	PROPN
fbem-19606	220	14	some	some	DET
fbem-19606	220	15	models	model	NOUN
fbem-19606	220	16	for	for	ADP
fbem-19606	220	17	estimating	estimate	VERB
fbem-19606	220	18	technical	technical	ADJ
fbem-19606	220	19	and	and	CCONJ
fbem-19606	220	20	scale	scale	NOUN
fbem-19606	220	21	inefficiencies	inefficiency	NOUN
fbem-19606	220	22	in	in	ADP
fbem-19606	220	23	data	datum	NOUN
fbem-19606	220	24	envelopment	envelopment	PROPN
fbem-19606	220	25	analysis[j	analysis[j	PROPN
fbem-19606	220	26	]	]	PUNCT
fbem-19606	220	27	.	.	PUNCT
fbem-19606	221	1	management	management	NOUN
fbem-19606	221	2	science	science	NOUN
fbem-19606	221	3	,	,	PUNCT
fbem-19606	221	4	1984	1984	NUM
fbem-19606	221	5	,	,	PUNCT
fbem-19606	221	6	30(9	30(9	NUM
fbem-19606	221	7	):	):	PUNCT
fbem-19606	221	8	1078	1078	NUM
fbem-19606	221	9	-	-	SYM
fbem-19606	221	10	1092	1092	NUM
fbem-19606	221	11	.	.	PUNCT
fbem-19606	222	1	[	[	X
fbem-19606	222	2	21	21	NUM
fbem-19606	222	3	]	]	X
fbem-19606	222	4	fare	fare	NOUN
fbem-19606	222	5	r	r	NOUN
fbem-19606	222	6	,	,	PUNCT
fbem-19606	222	7	crosskopf	crosskopf	NOUN
fbem-19606	222	8	s	s	PROPN
fbem-19606	222	9	,	,	PUNCT
fbem-19606	222	10	norris	norris	PROPN
fbem-19606	222	11	m	m	PROPN
fbem-19606	222	12	,	,	PUNCT
fbem-19606	222	13	et	et	PROPN
fbem-19606	222	14	al	al	PROPN
fbem-19606	222	15	.	.	PROPN
fbem-19606	222	16	productivi	productivi	PROPN
fbem-19606	222	17	-	-	PUNCT
fbem-19606	222	18	ty	ty	NOUN
fbem-19606	222	19	growth	growth	NOUN
fbem-19606	222	20	,	,	PUNCT
fbem-19606	222	21	technical	technical	ADJ
fbem-19606	222	22	progress	progress	NOUN
fbem-19606	222	23	,	,	PUNCT
fbem-19606	222	24	and	and	CCONJ
fbem-19606	222	25	efficiency	efficiency	NOUN
fbem-19606	222	26	change	change	VERB
fbem-19606	222	27	inindustrialized	inindustrialize	VERB
fbem-19606	222	28	countries	country	NOUN
fbem-19606	223	1	[	[	X
fbem-19606	223	2	j	j	X
fbem-19606	223	3	]	]	X
fbem-19606	223	4	.	.	PUNCT
fbem-19606	224	1	the	the	DET
fbem-19606	224	2	american	american	PROPN
fbem-19606	224	3	economic	economic	PROPN
fbem-19606	224	4	review	review	PROPN
fbem-19606	224	5	,	,	PUNCT
fbem-19606	224	6	1994	1994	NUM
fbem-19606	224	7	,	,	PUNCT
fbem-19606	224	8	84	84	NUM
fbem-19606	224	9	(	(	PUNCT
fbem-19606	224	10	01	01	NUM
fbem-19606	224	11	)	)	PUNCT
fbem-19606	224	12	:	:	PUNCT
fbem-19606	224	13	66	66	NUM
fbem-19606	224	14	-	-	SYM
fbem-19606	224	15	83	83	NUM
fbem-19606	224	16	.	.	PUNCT
fbem-19606	225	1	[	[	X
fbem-19606	225	2	22	22	NUM
fbem-19606	225	3	]	]	PUNCT
fbem-19606	225	4	ross	ross	PROPN
fbem-19606	225	5	a	a	PRON
fbem-19606	225	6	,	,	PUNCT
fbem-19606	225	7	droge	droge	PROPN
fbem-19606	225	8	c.	c.	PROPN
fbem-19606	225	9	an	an	DET
fbem-19606	225	10	integrated	integrate	VERB
fbem-19606	225	11	benchmarking	benchmarke	VERB
fbem-19606	225	12	approach	approach	NOUN
fbem-19606	225	13	to	to	ADP
fbem-19606	225	14	distribution	distribution	NOUN
fbem-19606	225	15	center	center	NOUN
fbem-19606	225	16	performance	performance	NOUN
fbem-19606	225	17	using	use	VERB
fbem-19606	225	18	dea	dea	NOUN
fbem-19606	225	19	modeling[j	modeling[j	NOUN
fbem-19606	225	20	]	]	PUNCT
fbem-19606	225	21	.	.	PUNCT
fbem-19606	226	1	journal	journal	PROPN
fbem-19606	226	2	of	of	ADP
fbem-19606	226	3	operations	operation	NOUN
fbem-19606	226	4	management	management	NOUN
fbem-19606	226	5	,	,	PUNCT
fbem-19606	226	6	2002	2002	NUM
fbem-19606	226	7	,	,	PUNCT
fbem-19606	226	8	20(1	20(1	NUM
fbem-19606	226	9	):	):	PUNCT
fbem-19606	226	10	19	19	NUM
fbem-19606	226	11	-	-	SYM
fbem-19606	226	12	32	32	NUM
fbem-19606	226	13	.	.	PUNCT
fbem-19606	227	1	[	[	X
fbem-19606	227	2	23	23	NUM
fbem-19606	227	3	]	]	SYM
fbem-19606	227	4	min	min	NOUN
fbem-19606	227	5	h	h	PROPN
fbem-19606	227	6	,	,	PUNCT
fbem-19606	227	7	jong	jong	PROPN
fbem-19606	227	8	joo	joo	PROPN
fbem-19606	227	9	s.	s.	PROPN
fbem-19606	227	10	benchmarking	benchmarke	VERB
fbem-19606	227	11	the	the	DET
fbem-19606	227	12	operational	operational	ADJ
fbem-19606	227	13	efficiency	efficiency	NOUN
fbem-19606	227	14	of	of	ADP
fbem-19606	227	15	third	third	ADJ
fbem-19606	227	16	party	party	NOUN
fbem-19606	227	17	logistics	logistic	NOUN
fbem-19606	227	18	providers	provider	NOUN
fbem-19606	227	19	using	use	VERB
fbem-19606	227	20	data	datum	NOUN
fbem-19606	227	21	envelopment	envelopment	PROPN
fbem-19606	227	22	analysis[j	analysis[j	PROPN
fbem-19606	227	23	]	]	PUNCT
fbem-19606	227	24	.	.	PUNCT
fbem-19606	227	25	supply	supply	NOUN
fbem-19606	227	26	chain	chain	NOUN
fbem-19606	227	27	management	management	NOUN
fbem-19606	227	28	:	:	PUNCT
fbem-19606	227	29	an	an	DET
fbem-19606	227	30	international	international	ADJ
fbem-19606	227	31	journal	journal	NOUN
fbem-19606	227	32	,	,	PUNCT
fbem-19606	227	33	2006	2006	NUM
fbem-19606	227	34	,	,	PUNCT
fbem-19606	227	35	11(3	11(3	NUM
fbem-19606	227	36	):	):	PUNCT
fbem-19606	227	37	259	259	NUM
fbem-19606	227	38	-	-	SYM
fbem-19606	227	39	265	265	NUM
fbem-19606	227	40	.	.	PUNCT
fbem-19606	228	1	[	[	X
fbem-19606	228	2	24	24	NUM
fbem-19606	228	3	]	]	X
fbem-19606	228	4	chen	chen	PROPN
fbem-19606	228	5	yan	yan	PROPN
fbem-19606	228	6	,	,	PUNCT
fbem-19606	228	7	lv	lv	PROPN
fbem-19606	228	8	qian	qian	PROPN
fbem-19606	228	9	.	.	PUNCT
fbem-19606	229	1	evaluation	evaluation	NOUN
fbem-19606	229	2	of	of	ADP
fbem-19606	229	3	operational	operational	ADJ
fbem-19606	229	4	efficiency	efficiency	NOUN
fbem-19606	229	5	of	of	ADP
fbem-19606	229	6	listed	list	VERB
fbem-19606	229	7	logistics	logistic	NOUN
fbem-19606	229	8	enterprises	enterprise	NOUN
fbem-19606	229	9	in	in	ADP
fbem-19606	229	10	china	china	PROPN
fbem-19606	229	11	based	base	VERB
fbem-19606	229	12	on	on	ADP
fbem-19606	229	13	dea	dea	PROPN
fbem-19606	229	14	and	and	CCONJ
fbem-19606	229	15	malmquist[j	malmquist[j	NOUN
fbem-19606	229	16	]	]	PUNCT
fbem-19606	229	17	.	.	PUNCT
fbem-19606	230	1	logistics	logistic	NOUN
fbem-19606	230	2	technology,2019,38(07):79	technology,2019,38(07):79	NOUN
fbem-19606	230	3	-	-	SYM
fbem-19606	230	4	84	84	NUM
fbem-19606	230	5	.	.	PUNCT
fbem-19606	231	1	[	[	X
fbem-19606	231	2	25	25	NUM
fbem-19606	231	3	]	]	X
fbem-19606	231	4	wu	wu	PROPN
fbem-19606	231	5	fei	fei	PROPN
fbem-19606	231	6	,	,	PUNCT
fbem-19606	231	7	hu	hu	PROPN
fbem-19606	231	8	huizhi	huizhi	PROPN
fbem-19606	231	9	,	,	PUNCT
fbem-19606	231	10	lin	lin	PROPN
fbem-19606	231	11	huiyan	huiyan	VERB
fbem-19606	231	12	et	et	PROPN
fbem-19606	231	13	al	al	PROPN
fbem-19606	231	14	.	.	PUNCT
fbem-19606	232	1	corporate	corporate	ADJ
fbem-19606	232	2	digital	digital	ADJ
fbem-19606	232	3	transformation	transformation	NOUN
fbem-19606	232	4	and	and	CCONJ
fbem-19606	232	5	capital	capital	NOUN
fbem-19606	232	6	market	market	NOUN
fbem-19606	232	7	performance	performance	NOUN
fbem-19606	232	8	-	-	PUNCT
fbem-19606	232	9	empirical	empirical	ADJ
fbem-19606	232	10	evidence	evidence	NOUN
fbem-19606	232	11	from	from	ADP
fbem-19606	232	12	stock	stock	NOUN
fbem-19606	232	13	liquidity[j	liquidity[j	PROPN
fbem-19606	232	14	]	]	PUNCT
fbem-19606	232	15	.	.	PUNCT
fbem-19606	233	1	management	management	NOUN
fbem-19606	233	2	world,2021,37(07):130	world,2021,37(07):130	PROPN
fbem-19606	233	3	-	-	SYM
fbem-19606	233	4	144	144	NUM
fbem-19606	233	5	+	+	NOUN
fbem-19606	233	6	10.e	10.e	NUM
fbem-19606	233	7	.	.	PUNCT
fbem-19606	234	1	e.	e.	PROPN
fbem-19606	234	2	reber	reber	PROPN
fbem-19606	234	3	,	,	PUNCT
fbem-19606	234	4	r.	r.	PROPN
fbem-19606	234	5	l.	l.	PROPN
fbem-19606	234	6	michell	michell	PROPN
fbem-19606	234	7	,	,	PUNCT
fbem-19606	234	8	and	and	CCONJ
fbem-19606	234	9	c.	c.	PROPN
fbem-19606	234	10	j.	j.	PROPN
fbem-19606	234	11	carter	carter	PROPN
fbem-19606	234	12	,	,	PUNCT
fbem-19606	234	13	“	"	PUNCT
fbem-19606	234	14	oxygen	oxygen	NOUN
fbem-19606	234	15	absorption	absorption	NOUN
fbem-19606	234	16	in	in	ADP
fbem-19606	234	17	the	the	DET
fbem-19606	234	18	earth	earth	NOUN
fbem-19606	234	19	’s	’s	PART
fbem-19606	234	20	atmosphere	atmosphere	NOUN
fbem-19606	234	21	,	,	PUNCT
fbem-19606	234	22	”	"	PUNCT
fbem-19606	234	23	aerospace	aerospace	PROPN
fbem-19606	234	24	corp	corp	PROPN
fbem-19606	234	25	.	.	PROPN
fbem-19606	234	26	,	,	PUNCT
fbem-19606	234	27	los	los	PROPN
fbem-19606	234	28	angeles	angeles	PROPN
fbem-19606	234	29	,	,	PUNCT
fbem-19606	234	30	ca	can	AUX
fbem-19606	234	31	,	,	PUNCT
fbem-19606	234	32	tech	tech	NOUN
fbem-19606	234	33	.	.	PUNCT
fbem-19606	235	1	rep	rep	PROPN
fbem-19606	235	2	.	.	PROPN
fbem-19606	235	3	tr-0200	tr-0200	PROPN
fbem-19606	235	4	(	(	PUNCT
fbem-19606	235	5	42046)-3	42046)-3	NUM
fbem-19606	235	6	,	,	PUNCT
fbem-19606	235	7	nov	nov	PROPN
fbem-19606	235	8	.	.	PROPN
fbem-19606	235	9	1988	1988	NUM
fbem-19606	235	10	.	.	PUNCT