id	sid	tid	token	lemma	pos
fbem-32010	1	1	frontiers	frontier	NOUN
fbem-32010	1	2	in	in	ADP
fbem-32010	1	3	business	business	NOUN
fbem-32010	1	4	,	,	PUNCT
fbem-32010	1	5	economics	economic	NOUN
fbem-32010	1	6	and	and	CCONJ
fbem-32010	1	7	management	management	NOUN
fbem-32010	1	8	issn	issn	PROPN
fbem-32010	1	9	:	:	PUNCT
fbem-32010	1	10	2766	2766	NUM
fbem-32010	1	11	-	-	PUNCT
fbem-32010	1	12	824x	824x	NUM
fbem-32010	1	13	|	|	ADJ
fbem-32010	1	14	vol	vol	NOUN
fbem-32010	1	15	.	.	PROPN
fbem-32010	1	16	21	21	NUM
fbem-32010	1	17	,	,	PUNCT
fbem-32010	1	18	no	no	INTJ
fbem-32010	1	19	.	.	NOUN
fbem-32010	1	20	1	1	NUM
fbem-32010	1	21	,	,	PUNCT
fbem-32010	1	22	2025	2025	NUM
fbem-32010	1	23	137	137	NUM
fbem-32010	1	24	the	the	DET
fbem-32010	1	25	application	application	NOUN
fbem-32010	1	26	of	of	ADP
fbem-32010	1	27	machine	machine	NOUN
fbem-32010	1	28	learning	learn	VERB
fbem-32010	1	29	in	in	ADP
fbem-32010	1	30	e	e	PROPN
fbem-32010	1	31	-	-	NOUN
fbem-32010	1	32	commerce	commerce	NOUN
fbem-32010	1	33	supply	supply	NOUN
fbem-32010	1	34	chains	chain	NOUN
fbem-32010	1	35	and	and	CCONJ
fbem-32010	1	36	guiding	guide	VERB
fbem-32010	1	37	consumer	consumer	NOUN
fbem-32010	1	38	green	green	ADJ
fbem-32010	1	39	behavior	behavior	NOUN
fbem-32010	1	40	zixin	zixin	X
fbem-32010	1	41	jing	jing	PROPN
fbem-32010	1	42	warwick	warwick	PROPN
fbem-32010	1	43	manufacturing	manufacturing	PROPN
fbem-32010	1	44	group	group	NOUN
fbem-32010	1	45	,	,	PUNCT
fbem-32010	1	46	university	university	PROPN
fbem-32010	1	47	of	of	ADP
fbem-32010	1	48	warwick	warwick	PROPN
fbem-32010	1	49	,	,	PUNCT
fbem-32010	1	50	coventry	coventry	NOUN
fbem-32010	1	51	,	,	PUNCT
fbem-32010	1	52	uk	uk	PROPN
fbem-32010	1	53	.	.	PROPN
fbem-32010	1	54	cv4	cv4	PROPN
fbem-32010	1	55	7al	7al	ADJ
fbem-32010	1	56	abstract	abstract	NOUN
fbem-32010	1	57	:	:	PUNCT
fbem-32010	1	58	as	as	SCONJ
fbem-32010	1	59	the	the	DET
fbem-32010	1	60	digital	digital	ADJ
fbem-32010	1	61	economy	economy	NOUN
fbem-32010	1	62	and	and	CCONJ
fbem-32010	1	63	green	green	ADJ
fbem-32010	1	64	development	development	NOUN
fbem-32010	1	65	concepts	concept	NOUN
fbem-32010	1	66	advance	advance	VERB
fbem-32010	1	67	in	in	ADP
fbem-32010	1	68	parallel	parallel	NOUN
fbem-32010	1	69	,	,	PUNCT
fbem-32010	1	70	e	e	NOUN
fbem-32010	1	71	-	-	ADJ
fbem-32010	1	72	commerce	commerce	NOUN
fbem-32010	1	73	supply	supply	NOUN
fbem-32010	1	74	chains	chain	NOUN
fbem-32010	1	75	are	be	AUX
fbem-32010	1	76	facing	face	VERB
fbem-32010	1	77	the	the	DET
fbem-32010	1	78	dual	dual	ADJ
fbem-32010	1	79	challenges	challenge	NOUN
fbem-32010	1	80	of	of	ADP
fbem-32010	1	81	improving	improve	VERB
fbem-32010	1	82	efficiency	efficiency	NOUN
fbem-32010	1	83	and	and	CCONJ
fbem-32010	1	84	transitioning	transition	VERB
fbem-32010	1	85	to	to	ADP
fbem-32010	1	86	a	a	DET
fbem-32010	1	87	low	low	ADJ
fbem-32010	1	88	-	-	PUNCT
fbem-32010	1	89	carbon	carbon	NOUN
fbem-32010	1	90	economy	economy	NOUN
fbem-32010	1	91	.	.	PUNCT
fbem-32010	2	1	a	a	DET
fbem-32010	2	2	gartner	gartner	PROPN
fbem-32010	2	3	survey	survey	NOUN
fbem-32010	2	4	shows	show	VERB
fbem-32010	2	5	that	that	SCONJ
fbem-32010	2	6	70	70	NUM
fbem-32010	2	7	%	%	NOUN
fbem-32010	2	8	of	of	ADP
fbem-32010	2	9	supply	supply	NOUN
fbem-32010	2	10	chain	chain	NOUN
fbem-32010	2	11	leaders	leader	NOUN
fbem-32010	2	12	report	report	VERB
fbem-32010	2	13	experiencing	experience	VERB
fbem-32010	2	14	more	more	ADV
fbem-32010	2	15	frequent	frequent	ADJ
fbem-32010	2	16	b	b	NOUN
fbem-32010	2	17	usiness	usiness	NOUN
fbem-32010	2	18	disruptions	disruption	NOUN
fbem-32010	2	19	.	.	PUNCT
fbem-32010	3	1	traditional	traditional	ADJ
fbem-32010	3	2	supply	supply	NOUN
fbem-32010	3	3	chain	chain	NOUN
fbem-32010	3	4	models	model	NOUN
fbem-32010	3	5	,	,	PUNCT
fbem-32010	3	6	relying	rely	VERB
fbem-32010	3	7	on	on	ADP
fbem-32010	3	8	manual	manual	ADJ
fbem-32010	3	9	decision	decision	NOUN
fbem-32010	3	10	-	-	PUNCT
fbem-32010	3	11	making	making	NOUN
fbem-32010	3	12	,	,	PUNCT
fbem-32010	3	13	are	be	AUX
fbem-32010	3	14	finding	find	VERB
fbem-32010	3	15	it	it	PRON
fbem-32010	3	16	increasingly	increasingly	ADV
fbem-32010	3	17	difficult	difficult	ADJ
fbem-32010	3	18	to	to	PART
fbem-32010	3	19	keep	keep	VERB
fbem-32010	3	20	up	up	ADP
fbem-32010	3	21	with	with	ADP
fbem-32010	3	22	complex	complex	ADJ
fbem-32010	3	23	and	and	CCONJ
fbem-32010	3	24	volatile	volatile	ADJ
fbem-32010	3	25	market	market	NOUN
fbem-32010	3	26	demands	demand	NOUN
fbem-32010	3	27	and	and	CCONJ
fbem-32010	3	28	meet	meet	VERB
fbem-32010	3	29	environmental	environmental	ADJ
fbem-32010	3	30	requirements	requirement	NOUN
fbem-32010	3	31	.	.	PUNCT
fbem-32010	4	1	at	at	ADP
fbem-32010	4	2	the	the	DET
fbem-32010	4	3	same	same	ADJ
fbem-32010	4	4	time	time	NOUN
fbem-32010	4	5	,	,	PUNCT
fbem-32010	4	6	consumer	consumer	NOUN
fbem-32010	4	7	demand	demand	NOUN
fbem-32010	4	8	for	for	ADP
fbem-32010	4	9	su	su	PROPN
fbem-32010	4	10	stainable	stainable	PROPN
fbem-32010	4	11	products	product	NOUN
fbem-32010	4	12	continues	continue	VERB
fbem-32010	4	13	to	to	PART
fbem-32010	4	14	grow	grow	VERB
fbem-32010	4	15	.	.	PUNCT
fbem-32010	5	1	mckinsey	mckinsey	PROPN
fbem-32010	5	2	research	research	NOUN
fbem-32010	5	3	indicates	indicate	VERB
fbem-32010	5	4	that	that	SCONJ
fbem-32010	5	5	over	over	ADP
fbem-32010	5	6	70	70	NUM
fbem-32010	5	7	%	%	NOUN
fbem-32010	5	8	of	of	ADP
fbem-32010	5	9	consumers	consumer	NOUN
fbem-32010	5	10	are	be	AUX
fbem-32010	5	11	willing	willing	ADJ
fbem-32010	5	12	to	to	PART
fbem-32010	5	13	pay	pay	VERB
fbem-32010	5	14	a	a	DET
fbem-32010	5	15	5	5	NUM
fbem-32010	5	16	%	%	NOUN
fbem-32010	5	17	premium	premium	NOUN
fbem-32010	5	18	for	for	ADP
fbem-32010	5	19	green	green	ADJ
fbem-32010	5	20	products	product	NOUN
fbem-32010	5	21	,	,	PUNCT
fbem-32010	5	22	providing	provide	VERB
fbem-32010	5	23	a	a	DET
fbem-32010	5	24	solid	solid	ADJ
fbem-32010	5	25	market	market	NOUN
fbem-32010	5	26	foundation	foundation	NOUN
fbem-32010	5	27	for	for	ADP
fbem-32010	5	28	e	e	PROPN
fbem-32010	5	29	-	-	NOUN
fbem-32010	5	30	commerce	commerce	NOUN
fbem-32010	5	31	platforms	platform	NOUN
fbem-32010	5	32	to	to	PART
fbem-32010	5	33	encourage	encourage	VERB
fbem-32010	5	34	green	green	ADJ
fbem-32010	5	35	consumption	consumption	NOUN
fbem-32010	5	36	.	.	PUNCT
fbem-32010	6	1	the	the	DET
fbem-32010	6	2	maturity	maturity	NOUN
fbem-32010	6	3	of	of	ADP
fbem-32010	6	4	ma	ma	PROPN
fbem-32010	6	5	chine	chine	PROPN
fbem-32010	6	6	learning	learning	PROPN
fbem-32010	6	7	technology	technology	NOUN
fbem-32010	6	8	offers	offer	VERB
fbem-32010	6	9	a	a	DET
fbem-32010	6	10	new	new	ADJ
fbem-32010	6	11	avenue	avenue	NOUN
fbem-32010	6	12	for	for	ADP
fbem-32010	6	13	resolving	resolve	VERB
fbem-32010	6	14	this	this	DET
fbem-32010	6	15	conflict	conflict	NOUN
fbem-32010	6	16	.	.	PUNCT
fbem-32010	7	1	by	by	ADP
fbem-32010	7	2	integrating	integrate	VERB
fbem-32010	7	3	data	datum	NOUN
fbem-32010	7	4	from	from	ADP
fbem-32010	7	5	across	across	ADP
fbem-32010	7	6	the	the	DET
fbem-32010	7	7	entire	entire	ADJ
fbem-32010	7	8	supply	supply	NOUN
fbem-32010	7	9	chain	chain	NOUN
fbem-32010	7	10	,	,	PUNCT
fbem-32010	7	11	machine	machine	NOUN
fbem-32010	7	12	learning	learning	NOUN
fbem-32010	7	13	enables	enable	VERB
fbem-32010	7	14	intelligent	intelligent	ADJ
fbem-32010	7	15	de	de	X
fbem-32010	7	16	cisionmaking	cisionmake	VERB
fbem-32010	7	17	in	in	ADP
fbem-32010	7	18	demand	demand	NOUN
fbem-32010	7	19	forecasting	forecasting	NOUN
fbem-32010	7	20	,	,	PUNCT
fbem-32010	7	21	inventory	inventory	NOUN
fbem-32010	7	22	optimization	optimization	NOUN
fbem-32010	7	23	,	,	PUNCT
fbem-32010	7	24	and	and	CCONJ
fbem-32010	7	25	logistics	logistic	NOUN
fbem-32010	7	26	scheduling	scheduling	NOUN
fbem-32010	7	27	,	,	PUNCT
fbem-32010	7	28	improving	improve	VERB
fbem-32010	7	29	operational	operational	ADJ
fbem-32010	7	30	efficiency	efficiency	NOUN
fbem-32010	7	31	while	while	SCONJ
fbem-32010	7	32	reducing	reduce	VERB
fbem-32010	7	33	resource	resource	NOUN
fbem-32010	7	34	waste	waste	NOUN
fbem-32010	7	35	.	.	PUNCT
fbem-32010	8	1	for	for	ADP
fbem-32010	8	2	example	example	NOUN
fbem-32010	8	3	,	,	PUNCT
fbem-32010	8	4	amazon	amazon	NOUN
fbem-32010	8	5	leveraged	leverage	VERB
fbem-32010	8	6	cloud	cloud	NOUN
fbem-32010	8	7	technology	technology	NOUN
fbem-32010	8	8	and	and	CCONJ
fbem-32010	8	9	machine	machine	NOUN
fbem-32010	8	10	learning	learn	VERB
fbem-32010	8	11	to	to	PART
fbem-32010	8	12	restructure	restructure	VERB
fbem-32010	8	13	its	its	PRON
fbem-32010	8	14	forecasting	forecasting	NOUN
fbem-32010	8	15	system	system	NOUN
fbem-32010	8	16	,	,	PUNCT
fbem-32010	8	17	helping	help	VERB
fbem-32010	8	18	it	it	PRON
fbem-32010	8	19	to	to	PART
fbem-32010	8	20	smoothly	smoothly	ADV
fbem-32010	8	21	navigate	navigate	VERB
fbem-32010	8	22	demand	demand	NOUN
fbem-32010	8	23	fluctuations	fluctuation	NOUN
fbem-32010	8	24	during	during	ADP
fbem-32010	8	25	the	the	DET
fbem-32010	8	26	pandemic	pandemic	NOUN
fbem-32010	8	27	.	.	PUNCT
fbem-32010	9	1	jd	jd	PROPN
fbem-32010	9	2	logisti	logisti	PROPN
fbem-32010	9	3	cs	cs	PROPN
fbem-32010	9	4	launched	launch	VERB
fbem-32010	9	5	the	the	DET
fbem-32010	9	6	"	"	PUNCT
fbem-32010	9	7	jingtanhui	jingtanhui	ADJ
fbem-32010	9	8	"	"	PUNCT
fbem-32010	9	9	platform	platform	NOUN
fbem-32010	9	10	,	,	PUNCT
fbem-32010	9	11	which	which	PRON
fbem-32010	9	12	visually	visually	ADV
fbem-32010	9	13	displays	display	VERB
fbem-32010	9	14	the	the	DET
fbem-32010	9	15	carbon	carbon	NOUN
fbem-32010	9	16	footprint	footprint	NOUN
fbem-32010	9	17	of	of	ADP
fbem-32010	9	18	its	its	PRON
fbem-32010	9	19	entire	entire	ADJ
fbem-32010	9	20	logistics	logistic	NOUN
fbem-32010	9	21	chain	chain	NOUN
fbem-32010	9	22	.	.	PUNCT
fbem-32010	10	1	cainiao	cainiao	NOUN
fbem-32010	10	2	network	network	NOUN
fbem-32010	10	3	's	's	PART
fbem-32010	10	4	intelligent	intelligent	ADJ
fbem-32010	10	5	algorithms	algorithm	NOUN
fbem-32010	10	6	have	have	AUX
fbem-32010	10	7	hel	hel	PROPN
fbem-32010	10	8	ped	ped	NOUN
fbem-32010	10	9	reduce	reduce	VERB
fbem-32010	10	10	packaging	packaging	NOUN
fbem-32010	10	11	material	material	NOUN
fbem-32010	10	12	consumption	consumption	NOUN
fbem-32010	10	13	by	by	ADP
fbem-32010	10	14	15	15	NUM
fbem-32010	10	15	%	%	NOUN
fbem-32010	10	16	.	.	PUNCT
fbem-32010	11	1	these	these	DET
fbem-32010	11	2	real	real	ADJ
fbem-32010	11	3	-world	-world	NOUN
fbem-32010	11	4	examples	example	NOUN
fbem-32010	11	5	demonstrate	demonstrate	VERB
fbem-32010	11	6	that	that	SCONJ
fbem-32010	11	7	machine	machine	NOUN
fbem-32010	11	8	learning	learning	NOUN
fbem-32010	11	9	is	be	AUX
fbem-32010	11	10	not	not	PART
fbem-32010	11	11	just	just	ADV
fbem-32010	11	12	a	a	DET
fbem-32010	11	13	tool	tool	NOUN
fbem-32010	11	14	for	for	ADP
fbem-32010	11	15	improving	improve	VERB
fbem-32010	11	16	supply	supply	NOUN
fbem-32010	11	17	chain	chain	NOUN
fbem-32010	11	18	efficiency	efficiency	NOUN
fbem-32010	11	19	but	but	CCONJ
fbem-32010	11	20	also	also	ADV
fbem-32010	11	21	a	a	DET
fbem-32010	11	22	core	core	NOUN
fbem-32010	11	23	force	force	NOUN
fbem-32010	11	24	driving	drive	VERB
fbem-32010	11	25	its	its	PRON
fbem-32010	11	26	green	green	ADJ
fbem-32010	11	27	transformation	transformation	NOUN
fbem-32010	11	28	.	.	PUNCT
fbem-32010	12	1	based	base	VERB
fbem-32010	12	2	on	on	ADP
fbem-32010	12	3	real	real	ADJ
fbem-32010	12	4	-world	-world	NOUN
fbem-32010	12	5	application	application	NOUN
fbem-32010	12	6	cases	case	NOUN
fbem-32010	12	7	from	from	ADP
fbem-32010	12	8	e	e	NOUN
fbem-32010	12	9	-	-	NOUN
fbem-32010	12	10	commerce	commerce	NOUN
fbem-32010	12	11	companies	company	NOUN
fbem-32010	12	12	,	,	PUNCT
fbem-32010	12	13	this	this	DET
fbem-32010	12	14	article	article	NOUN
fbem-32010	12	15	systematically	systematically	ADV
fbem-32010	12	16	analyzes	analyze	VERB
fbem-32010	12	17	the	the	DET
fbem-32010	12	18	application	application	NOUN
fbem-32010	12	19	of	of	ADP
fbem-32010	12	20	mach	mach	NOUN
fbem-32010	12	21	ine	ine	PROPN
fbem-32010	12	22	learning	learn	VERB
fbem-32010	12	23	in	in	ADP
fbem-32010	12	24	areas	area	NOUN
fbem-32010	12	25	such	such	ADJ
fbem-32010	12	26	as	as	ADP
fbem-32010	12	27	supply	supply	NOUN
fbem-32010	12	28	chain	chain	NOUN
fbem-32010	12	29	inventory	inventory	NOUN
fbem-32010	12	30	management	management	NOUN
fbem-32010	12	31	,	,	PUNCT
fbem-32010	12	32	logistics	logistic	NOUN
fbem-32010	12	33	optimization	optimization	NOUN
fbem-32010	12	34	,	,	PUNCT
fbem-32010	12	35	and	and	CCONJ
fbem-32010	12	36	carbon	carbon	NOUN
fbem-32010	12	37	footprint	footprint	NOUN
fbem-32010	12	38	tracking	tracking	NOUN
fbem-32010	12	39	.	.	PUNCT
fbem-32010	13	1	it	it	PRON
fbem-32010	13	2	focuses	focus	VERB
fbem-32010	13	3	on	on	ADP
fbem-32010	13	4	how	how	SCONJ
fbem-32010	13	5	it	it	PRON
fbem-32010	13	6	can	can	AUX
fbem-32010	13	7	guide	guide	VERB
fbem-32010	13	8	consumers	consumer	NOUN
fbem-32010	13	9	'	'	PART
fbem-32010	13	10	green	green	ADJ
fbem-32010	13	11	behavior	behavior	NOUN
fbem-32010	13	12	through	through	ADP
fbem-32010	13	13	data	datum	NOUN
fbem-32010	13	14	empowerment	empowerment	NOUN
fbem-32010	13	15	.	.	PUNCT
fbem-32010	14	1	the	the	DET
fbem-32010	14	2	goal	goal	NOUN
fbem-32010	14	3	is	be	AUX
fbem-32010	14	4	to	to	PART
fbem-32010	14	5	clarify	clarify	VERB
fbem-32010	14	6	the	the	DET
fbem-32010	14	7	path	path	NOUN
fbem-32010	14	8	to	to	PART
fbem-32010	14	9	sustainable	sustainable	VERB
fbem-32010	14	10	develo	develo	ADJ
fbem-32010	14	11	pment	pment	NOUN
fbem-32010	14	12	in	in	ADP
fbem-32010	14	13	the	the	DET
fbem-32010	14	14	ecommerce	ecommerce	NOUN
fbem-32010	14	15	supply	supply	NOUN
fbem-32010	14	16	chain	chain	NOUN
fbem-32010	14	17	driven	drive	VERB
fbem-32010	14	18	by	by	ADP
fbem-32010	14	19	technology	technology	NOUN
fbem-32010	14	20	,	,	PUNCT
fbem-32010	14	21	and	and	CCONJ
fbem-32010	14	22	to	to	PART
fbem-32010	14	23	provide	provide	VERB
fbem-32010	14	24	valuable	valuable	ADJ
fbem-32010	14	25	references	reference	NOUN
fbem-32010	14	26	for	for	ADP
fbem-32010	14	27	industry	industry	NOUN
fbem-32010	14	28	practice	practice	NOUN
fbem-32010	14	29	and	and	CCONJ
fbem-32010	14	30	academic	academic	ADJ
fbem-32010	14	31	research	research	NOUN
fbem-32010	14	32	.	.	PUNCT
fbem-32010	15	1	keywords	keyword	NOUN
fbem-32010	15	2	:	:	PUNCT
fbem-32010	15	3	machine	machine	NOUN
fbem-32010	15	4	learning	learning	NOUN
fbem-32010	15	5	;	;	PUNCT
fbem-32010	15	6	e	e	X
fbem-32010	15	7	-	-	NOUN
fbem-32010	15	8	commerce	commerce	NOUN
fbem-32010	15	9	supply	supply	NOUN
fbem-32010	15	10	chain	chain	NOUN
fbem-32010	15	11	;	;	PUNCT
fbem-32010	15	12	green	green	ADJ
fbem-32010	15	13	consumption	consumption	NOUN
fbem-32010	15	14	;	;	PUNCT
fbem-32010	15	15	supply	supply	NOUN
fbem-32010	15	16	chain	chain	NOUN
fbem-32010	15	17	optimization	optimization	NOUN
fbem-32010	15	18	;	;	PUNCT
fbem-32010	15	19	carbon	carbon	NOUN
fbem-32010	15	20	footprint	footprint	NOUN
fbem-32010	15	21	tracking	tracking	NOUN
fbem-32010	15	22	;	;	PUNCT
fbem-32010	15	23	consumer	consumer	NOUN
fbem-32010	15	24	behavior	behavior	NOUN
fbem-32010	15	25	guidance	guidance	NOUN
fbem-32010	15	26	.	.	PUNCT
fbem-32010	16	1	1	1	X
fbem-32010	16	2	.	.	X
fbem-32010	16	3	introduction	introduction	NOUN
fbem-32010	16	4	driven	drive	VERB
fbem-32010	16	5	by	by	ADP
fbem-32010	16	6	the	the	DET
fbem-32010	16	7	digital	digital	ADJ
fbem-32010	16	8	economy	economy	NOUN
fbem-32010	16	9	and	and	CCONJ
fbem-32010	16	10	green	green	ADJ
fbem-32010	16	11	development	development	NOUN
fbem-32010	16	12	,	,	PUNCT
fbem-32010	16	13	e	e	PROPN
fbem-32010	16	14	commerce	commerce	NOUN
fbem-32010	16	15	supply	supply	NOUN
fbem-32010	16	16	chains	chain	NOUN
fbem-32010	16	17	are	be	AUX
fbem-32010	16	18	facing	face	VERB
fbem-32010	16	19	the	the	DET
fbem-32010	16	20	dual	dual	ADJ
fbem-32010	16	21	challenges	challenge	NOUN
fbem-32010	16	22	of	of	ADP
fbem-32010	16	23	improving	improve	VERB
fbem-32010	16	24	efficiency	efficiency	NOUN
fbem-32010	16	25	and	and	CCONJ
fbem-32010	16	26	transitioning	transition	VERB
fbem-32010	16	27	to	to	ADP
fbem-32010	16	28	a	a	DET
fbem-32010	16	29	low	low	ADJ
fbem-32010	16	30	-	-	PUNCT
fbem-32010	16	31	carbon	carbon	NOUN
fbem-32010	16	32	economy	economy	NOUN
fbem-32010	16	33	.	.	PUNCT
fbem-32010	17	1	according	accord	VERB
fbem-32010	17	2	to	to	ADP
fbem-32010	17	3	a	a	DET
fbem-32010	17	4	gartner	gartner	NOUN
fbem-32010	17	5	survey	survey	NOUN
fbem-32010	17	6	,	,	PUNCT
fbem-32010	17	7	70	70	NUM
fbem-32010	17	8	%	%	NOUN
fbem-32010	17	9	of	of	ADP
fbem-32010	17	10	supply	supply	NOUN
fbem-32010	17	11	chain	chain	NOUN
fbem-32010	17	12	leaders	leader	NOUN
fbem-32010	17	13	report	report	VERB
fbem-32010	17	14	experiencing	experience	VERB
fbem-32010	17	15	more	more	ADV
fbem-32010	17	16	frequent	frequent	ADJ
fbem-32010	17	17	business	business	NOUN
fbem-32010	17	18	disruptions	disruption	NOUN
fbem-32010	17	19	.	.	PUNCT
fbem-32010	18	1	traditional	traditional	ADJ
fbem-32010	18	2	supply	supply	NOUN
fbem-32010	18	3	chain	chain	NOUN
fbem-32010	18	4	models	model	NOUN
fbem-32010	18	5	,	,	PUNCT
fbem-32010	18	6	reliant	reliant	ADJ
fbem-32010	18	7	on	on	ADP
fbem-32010	18	8	manual	manual	ADJ
fbem-32010	18	9	decision	decision	NOUN
fbem-32010	18	10	-	-	PUNCT
fbem-32010	18	11	making	making	NOUN
fbem-32010	18	12	,	,	PUNCT
fbem-32010	18	13	are	be	AUX
fbem-32010	18	14	struggling	struggle	VERB
fbem-32010	18	15	to	to	PART
fbem-32010	18	16	adapt	adapt	VERB
fbem-32010	18	17	to	to	ADP
fbem-32010	18	18	complex	complex	ADJ
fbem-32010	18	19	and	and	CCONJ
fbem-32010	18	20	volatile	volatile	ADJ
fbem-32010	18	21	market	market	NOUN
fbem-32010	18	22	demands	demand	NOUN
fbem-32010	18	23	and	and	CCONJ
fbem-32010	18	24	environmental	environmental	ADJ
fbem-32010	18	25	requirements	requirement	NOUN
fbem-32010	18	26	.	.	PUNCT
fbem-32010	19	1	at	at	ADP
fbem-32010	19	2	the	the	DET
fbem-32010	19	3	same	same	ADJ
fbem-32010	19	4	time	time	NOUN
fbem-32010	19	5	,	,	PUNCT
fbem-32010	19	6	consumer	consumer	NOUN
fbem-32010	19	7	demand	demand	NOUN
fbem-32010	19	8	for	for	ADP
fbem-32010	19	9	sustainable	sustainable	ADJ
fbem-32010	19	10	products	product	NOUN
fbem-32010	19	11	continues	continue	VERB
fbem-32010	19	12	to	to	PART
fbem-32010	19	13	grow	grow	VERB
fbem-32010	19	14	.	.	PUNCT
fbem-32010	20	1	mckinsey	mckinsey	PROPN
fbem-32010	20	2	research	research	NOUN
fbem-32010	20	3	shows	show	VERB
fbem-32010	20	4	that	that	SCONJ
fbem-32010	20	5	over	over	ADP
fbem-32010	20	6	70	70	NUM
fbem-32010	20	7	%	%	NOUN
fbem-32010	20	8	of	of	ADP
fbem-32010	20	9	consumers	consumer	NOUN
fbem-32010	20	10	are	be	AUX
fbem-32010	20	11	willing	willing	ADJ
fbem-32010	20	12	to	to	PART
fbem-32010	20	13	pay	pay	VERB
fbem-32010	20	14	a	a	DET
fbem-32010	20	15	5	5	NUM
fbem-32010	20	16	%	%	NOUN
fbem-32010	20	17	premium	premium	NOUN
fbem-32010	20	18	for	for	ADP
fbem-32010	20	19	green	green	ADJ
fbem-32010	20	20	products	product	NOUN
fbem-32010	20	21	,	,	PUNCT
fbem-32010	20	22	providing	provide	VERB
fbem-32010	20	23	a	a	DET
fbem-32010	20	24	market	market	NOUN
fbem-32010	20	25	foundation	foundation	NOUN
fbem-32010	20	26	for	for	ADP
fbem-32010	20	27	e	e	NOUN
fbem-32010	20	28	-commerce	-commerce	PROPN
fbem-32010	20	29	platforms	platform	NOUN
fbem-32010	20	30	to	to	PART
fbem-32010	20	31	encourage	encourage	VERB
fbem-32010	20	32	green	green	ADJ
fbem-32010	20	33	consumption	consumption	NOUN
fbem-32010	20	34	.	.	PUNCT
fbem-32010	21	1	the	the	DET
fbem-32010	21	2	maturity	maturity	NOUN
fbem-32010	21	3	of	of	ADP
fbem-32010	21	4	machine	machine	NOUN
fbem-32010	21	5	learning	learn	VERB
fbem-32010	21	6	technology	technology	NOUN
fbem-32010	21	7	offers	offer	VERB
fbem-32010	21	8	new	new	ADJ
fbem-32010	21	9	solutions	solution	NOUN
fbem-32010	21	10	to	to	ADP
fbem-32010	21	11	these	these	DET
fbem-32010	21	12	challenges	challenge	NOUN
fbem-32010	21	13	.	.	PUNCT
fbem-32010	22	1	by	by	ADP
fbem-32010	22	2	integrating	integrate	VERB
fbem-32010	22	3	data	datum	NOUN
fbem-32010	22	4	from	from	ADP
fbem-32010	22	5	across	across	ADP
fbem-32010	22	6	the	the	DET
fbem-32010	22	7	entire	entire	ADJ
fbem-32010	22	8	supply	supply	NOUN
fbem-32010	22	9	chain	chain	NOUN
fbem-32010	22	10	,	,	PUNCT
fbem-32010	22	11	machine	machine	NOUN
fbem-32010	22	12	learning	learning	NOUN
fbem-32010	22	13	can	can	AUX
fbem-32010	22	14	enable	enable	VERB
fbem-32010	22	15	intelligent	intelligent	ADJ
fbem-32010	22	16	decision	decision	NOUN
fbem-32010	22	17	making	make	VERB
fbem-32010	22	18	in	in	ADP
fbem-32010	22	19	demand	demand	NOUN
fbem-32010	22	20	forecasting	forecasting	NOUN
fbem-32010	22	21	,	,	PUNCT
fbem-32010	22	22	inventory	inventory	NOUN
fbem-32010	22	23	optimization	optimization	NOUN
fbem-32010	22	24	,	,	PUNCT
fbem-32010	22	25	and	and	CCONJ
fbem-32010	22	26	logistics	logistic	NOUN
fbem-32010	22	27	scheduling	scheduling	NOUN
fbem-32010	22	28	,	,	PUNCT
fbem-32010	22	29	improving	improve	VERB
fbem-32010	22	30	operational	operational	ADJ
fbem-32010	22	31	efficiency	efficiency	NOUN
fbem-32010	22	32	while	while	SCONJ
fbem-32010	22	33	reducing	reduce	VERB
fbem-32010	22	34	resource	resource	NOUN
fbem-32010	22	35	waste	waste	NOUN
fbem-32010	22	36	.	.	PUNCT
fbem-32010	23	1	amazon	amazon	PROPN
fbem-32010	23	2	leveraged	leverage	VERB
fbem-32010	23	3	cloud	cloud	NOUN
fbem-32010	23	4	technology	technology	NOUN
fbem-32010	23	5	and	and	CCONJ
fbem-32010	23	6	machine	machine	NOUN
fbem-32010	23	7	learning	learn	VERB
fbem-32010	23	8	to	to	PART
fbem-32010	23	9	restructure	restructure	VERB
fbem-32010	23	10	its	its	PRON
fbem-32010	23	11	forecasting	forecasting	NOUN
fbem-32010	23	12	system	system	NOUN
fbem-32010	23	13	,	,	PUNCT
fbem-32010	23	14	successfully	successfully	ADV
fbem-32010	23	15	managing	manage	VERB
fbem-32010	23	16	demand	demand	NOUN
fbem-32010	23	17	fluctuations	fluctuation	NOUN
fbem-32010	23	18	during	during	ADP
fbem-32010	23	19	the	the	DET
fbem-32010	23	20	pandemic	pandemic	NOUN
fbem-32010	23	21	.	.	PUNCT
fbem-32010	24	1	jd	jd	PROPN
fbem-32010	24	2	logistics	logistic	NOUN
fbem-32010	24	3	developed	develop	VERB
fbem-32010	24	4	the	the	DET
fbem-32010	24	5	"	"	PUNCT
fbem-32010	24	6	jingtanhui	jingtanhui	ADJ
fbem-32010	24	7	"	"	PUNCT
fbem-32010	24	8	plat	plat	ADJ
fbem-32010	24	9	form	form	NOUN
fbem-32010	24	10	to	to	PART
fbem-32010	24	11	visualize	visualize	VERB
fbem-32010	24	12	the	the	DET
fbem-32010	24	13	carbon	carbon	NOUN
fbem-32010	24	14	footprint	footprint	NOUN
fbem-32010	24	15	of	of	ADP
fbem-32010	24	16	its	its	PRON
fbem-32010	24	17	entire	entire	ADJ
fbem-32010	24	18	logistics	logistic	NOUN
fbem-32010	24	19	chain	chain	NOUN
fbem-32010	24	20	.	.	PUNCT
fbem-32010	25	1	cainiao	cainiao	NOUN
fbem-32010	25	2	network	network	NOUN
fbem-32010	25	3	's	's	PART
fbem-32010	25	4	intelligent	intelligent	ADJ
fbem-32010	25	5	algorithms	algorithm	NOUN
fbem-32010	25	6	have	have	AUX
fbem-32010	25	7	reduced	reduce	VERB
fbem-32010	25	8	packaging	packaging	NOUN
fbem-32010	25	9	material	material	NOUN
fbem-32010	25	10	use	use	NOUN
fbem-32010	25	11	by	by	ADP
fbem-32010	25	12	15	15	NUM
fbem-32010	25	13	%	%	NOUN
fbem-32010	25	14	.	.	PUNCT
fbem-32010	26	1	these	these	DET
fbem-32010	26	2	practices	practice	NOUN
fbem-32010	26	3	demonstrate	demonstrate	VERB
fbem-32010	26	4	that	that	SCONJ
fbem-32010	26	5	machine	machine	NOUN
fbem-32010	26	6	learning	learning	NOUN
fbem-32010	26	7	is	be	AUX
fbem-32010	26	8	not	not	PART
fbem-32010	26	9	only	only	ADV
fbem-32010	26	10	a	a	DET
fbem-32010	26	11	tool	tool	NOUN
fbem-32010	26	12	for	for	ADP
fbem-32010	26	13	improving	improve	VERB
fbem-32010	26	14	supply	supply	NOUN
fbem-32010	26	15	chain	chain	NOUN
fbem-32010	26	16	efficiency	efficiency	NOUN
fbem-32010	26	17	but	but	CCONJ
fbem-32010	26	18	also	also	ADV
fbem-32010	26	19	a	a	DET
fbem-32010	26	20	core	core	NOUN
fbem-32010	26	21	driver	driver	NOUN
fbem-32010	26	22	of	of	ADP
fbem-32010	26	23	green	green	ADJ
fbem-32010	26	24	transformation	transformation	NOUN
fbem-32010	26	25	.	.	PUNCT
fbem-32010	27	1	drawing	draw	VERB
fbem-32010	27	2	on	on	ADP
fbem-32010	27	3	real	real	ADJ
fbem-32010	27	4	-	-	PUNCT
fbem-32010	27	5	world	world	NOUN
fbem-32010	27	6	application	application	NOUN
fbem-32010	27	7	cases	case	NOUN
fbem-32010	27	8	from	from	ADP
fbem-32010	27	9	e	e	NOUN
fbem-32010	27	10	-	-	NOUN
fbem-32010	27	11	commerce	commerce	NOUN
fbem-32010	27	12	companies	company	NOUN
fbem-32010	27	13	,	,	PUNCT
fbem-32010	27	14	this	this	DET
fbem-32010	27	15	article	article	NOUN
fbem-32010	27	16	systematically	systematically	ADV
fbem-32010	27	17	analyzes	analyze	VERB
fbem-32010	27	18	the	the	DET
fbem-32010	27	19	application	application	NOUN
fbem-32010	27	20	of	of	ADP
fbem-32010	27	21	machine	machine	NOUN
fbem-32010	27	22	learning	learning	NOUN
fbem-32010	27	23	in	in	ADP
fbem-32010	27	24	supply	supply	NOUN
fbem-32010	27	25	chain	chain	NOUN
fbem-32010	27	26	inventory	inventory	NOUN
fbem-32010	27	27	management	management	NOUN
fbem-32010	27	28	,	,	PUNCT
fbem-32010	27	29	logistics	logistic	NOUN
fbem-32010	27	30	optimization	optimization	NOUN
fbem-32010	27	31	,	,	PUNCT
fbem-32010	27	32	and	and	CCONJ
fbem-32010	27	33	carbon	carbon	NOUN
fbem-32010	27	34	footprint	footprint	NOUN
fbem-32010	27	35	tracking	tracking	NOUN
fbem-32010	27	36	.	.	PUNCT
fbem-32010	28	1	it	it	PRON
fbem-32010	28	2	focuses	focus	VERB
fbem-32010	28	3	on	on	ADP
fbem-32010	28	4	how	how	SCONJ
fbem-32010	28	5	it	it	PRON
fbem-32010	28	6	can	can	AUX
fbem-32010	28	7	empower	empower	VERB
fbem-32010	28	8	consumers	consumer	NOUN
fbem-32010	28	9	with	with	ADP
fbem-32010	28	10	data	datum	NOUN
fbem-32010	28	11	to	to	PART
fbem-32010	28	12	guide	guide	VERB
fbem-32010	28	13	green	green	ADJ
fbem-32010	28	14	behavior	behavior	NOUN
fbem-32010	28	15	.	.	PUNCT
fbem-32010	29	1	the	the	DET
fbem-32010	29	2	goal	goal	NOUN
fbem-32010	29	3	is	be	AUX
fbem-32010	29	4	to	to	PART
fbem-32010	29	5	reveal	reveal	VERB
fbem-32010	29	6	technology	technology	NOUN
fbem-32010	29	7	-driven	-driven	ADJ
fbem-32010	29	8	paths	path	NOUN
fbem-32010	29	9	to	to	ADP
fbem-32010	29	10	sustainable	sustainable	ADJ
fbem-32010	29	11	development	development	NOUN
fbem-32010	29	12	in	in	ADP
fbem-32010	29	13	e	e	NOUN
fbem-32010	29	14	-	-	NOUN
fbem-32010	29	15	commerce	commerce	NOUN
fbem-32010	29	16	supply	supply	NOUN
fbem-32010	29	17	chains	chain	NOUN
fbem-32010	29	18	and	and	CCONJ
fbem-32010	29	19	provide	provide	VERB
fbem-32010	29	20	a	a	DET
fbem-32010	29	21	reference	reference	NOUN
fbem-32010	29	22	for	for	ADP
fbem-32010	29	23	industry	industry	NOUN
fbem-32010	29	24	practice	practice	NOUN
fbem-32010	29	25	and	and	CCONJ
fbem-32010	29	26	academic	academic	ADJ
fbem-32010	29	27	research	research	NOUN
fbem-32010	29	28	.	.	PUNCT
fbem-32010	30	1	2	2	X
fbem-32010	30	2	.	.	X
fbem-32010	30	3	machine	machine	NOUN
fbem-32010	30	4	learning	learning	NOUN
fbem-32010	30	5	-	-	PUNCT
fbem-32010	30	6	driven	drive	VERB
fbem-32010	30	7	demand	demand	NOUN
fbem-32010	30	8	forecasting	forecasting	NOUN
fbem-32010	30	9	and	and	CCONJ
fbem-32010	30	10	inventory	inventory	NOUN
fbem-32010	30	11	optimization	optimization	NOUN
fbem-32010	30	12	demand	demand	NOUN
fbem-32010	30	13	forecasting	forecasting	NOUN
fbem-32010	30	14	and	and	CCONJ
fbem-32010	30	15	inventory	inventory	NOUN
fbem-32010	30	16	management	management	NOUN
fbem-32010	30	17	are	be	AUX
fbem-32010	30	18	core	core	ADJ
fbem-32010	30	19	components	component	NOUN
fbem-32010	30	20	of	of	ADP
fbem-32010	30	21	the	the	DET
fbem-32010	30	22	e	e	PROPN
fbem-32010	30	23	-	-	NOUN
fbem-32010	30	24	commerce	commerce	NOUN
fbem-32010	30	25	supply	supply	NOUN
fbem-32010	30	26	chain	chain	NOUN
fbem-32010	30	27	.	.	PUNCT
fbem-32010	31	1	traditional	traditional	ADJ
fbem-32010	31	2	models	model	NOUN
fbem-32010	31	3	rely	rely	VERB
fbem-32010	31	4	on	on	ADP
fbem-32010	31	5	historical	historical	ADJ
fbem-32010	31	6	data	datum	NOUN
fbem-32010	31	7	statistics	statistic	NOUN
fbem-32010	31	8	,	,	PUNCT
fbem-32010	31	9	which	which	PRON
fbem-32010	31	10	can	can	AUX
fbem-32010	31	11	be	be	AUX
fbem-32010	31	12	slow	slow	ADJ
fbem-32010	31	13	to	to	PART
fbem-32010	31	14	react	react	VERB
fbem-32010	31	15	to	to	ADP
fbem-32010	31	16	market	market	NOUN
fbem-32010	31	17	fluctuations	fluctuation	NOUN
fbem-32010	31	18	and	and	CCONJ
fbem-32010	31	19	easily	easily	ADV
fbem-32010	31	20	lead	lead	VERB
fbem-32010	31	21	to	to	ADP
fbem-32010	31	22	overstocking	overstocking	NOUN
fbem-32010	31	23	or	or	CCONJ
fbem-32010	31	24	shortages	shortage	NOUN
fbem-32010	31	25	.	.	PUNCT
fbem-32010	32	1	machine	machine	NOUN
fbem-32010	32	2	learning	learning	NOUN
fbem-32010	32	3	,	,	PUNCT
fbem-32010	32	4	on	on	ADP
fbem-32010	32	5	the	the	DET
fbem-32010	32	6	other	other	ADJ
fbem-32010	32	7	hand	hand	NOUN
fbem-32010	32	8	,	,	PUNCT
fbem-32010	32	9	can	can	AUX
fbem-32010	32	10	integrate	integrate	VERB
fbem-32010	32	11	multi	multi	ADJ
fbem-32010	32	12	-	-	ADJ
fbem-32010	32	13	dimensional	dimensional	ADJ
fbem-32010	32	14	data	datum	NOUN
fbem-32010	32	15	and	and	CCONJ
fbem-32010	32	16	build	build	VERB
fbem-32010	32	17	adaptive	adaptive	ADJ
fbem-32010	32	18	models	model	NOUN
fbem-32010	32	19	,	,	PUNCT
fbem-32010	32	20	improving	improve	VERB
fbem-32010	32	21	both	both	DET
fbem-32010	32	22	forecasting	forecasting	NOUN
fbem-32010	32	23	accuracy	accuracy	NOUN
fbem-32010	32	24	and	and	CCONJ
fbem-32010	32	25	inventory	inventory	NOUN
fbem-32010	32	26	efficiency	efficiency	NOUN
fbem-32010	32	27	.	.	PUNCT
fbem-32010	33	1	during	during	ADP
fbem-32010	33	2	the	the	DET
fbem-32010	33	3	covid-19	covid-19	PROPN
fbem-32010	33	4	pandemic	pandemic	NOUN
fbem-32010	33	5	,	,	PUNCT
fbem-32010	33	6	amazon	amazon	NOUN
fbem-32010	33	7	faced	face	VERB
fbem-32010	33	8	a	a	DET
fbem-32010	33	9	surge	surge	NOUN
fbem-32010	33	10	in	in	ADP
fbem-32010	33	11	demand	demand	NOUN
fbem-32010	33	12	.	.	PUNCT
fbem-32010	34	1	rather	rather	ADV
fbem-32010	34	2	than	than	ADP
fbem-32010	34	3	relying	rely	VERB
fbem-32010	34	4	on	on	ADP
fbem-32010	34	5	traditional	traditional	ADJ
fbem-32010	34	6	empirical	empirical	ADJ
fbem-32010	34	7	judgment	judgment	NOUN
fbem-32010	34	8	,	,	PUNCT
fbem-32010	34	9	it	it	PRON
fbem-32010	34	10	employed	employ	VERB
fbem-32010	34	11	a	a	DET
fbem-32010	34	12	scenario	scenario	NOUN
fbem-32010	34	13	-	-	PUNCT
fbem-32010	34	14	based	base	VERB
fbem-32010	34	15	planning	planning	NOUN
fbem-32010	34	16	system	system	NOUN
fbem-32010	34	17	,	,	PUNCT
fbem-32010	34	18	capturing	capture	VERB
fbem-32010	34	19	realtime	realtime	ADJ
fbem-32010	34	20	data	datum	NOUN
fbem-32010	34	21	such	such	ADJ
fbem-32010	34	22	as	as	ADP
fbem-32010	34	23	user	user	NOUN
fbem-32010	34	24	browsing	browse	VERB
fbem-32010	34	25	and	and	CCONJ
fbem-32010	34	26	purchasing	purchasing	NOUN
fbem-32010	34	27	,	,	PUNCT
fbem-32010	34	28	to	to	PART
fbem-32010	34	29	build	build	VERB
fbem-32010	34	30	dynamic	dynamic	ADJ
fbem-32010	34	31	forecasting	forecasting	NOUN
fbem-32010	34	32	models	model	NOUN
fbem-32010	34	33	.	.	PUNCT
fbem-32010	35	1	leveraging	leverage	VERB
fbem-32010	35	2	cloud	cloud	NOUN
fbem-32010	35	3	computing	computing	NOUN
fbem-32010	35	4	power	power	NOUN
fbem-32010	35	5	,	,	PUNCT
fbem-32010	35	6	the	the	DET
fbem-32010	35	7	system	system	NOUN
fbem-32010	35	8	can	can	AUX
fbem-32010	35	9	process	process	VERB
fbem-32010	35	10	batch	batch	NOUN
fbem-32010	35	11	data	datum	NOUN
fbem-32010	35	12	in	in	ADP
fbem-32010	35	13	near	near	ADP
fbem-32010	35	14	real	real	ADJ
fbem-32010	35	15	time	time	NOUN
fbem-32010	35	16	,	,	PUNCT
fbem-32010	35	17	significantly	significantly	ADV
fbem-32010	35	18	increasing	increase	VERB
fbem-32010	35	19	the	the	DET
fbem-32010	35	20	automation	automation	NOUN
fbem-32010	35	21	of	of	ADP
fbem-32010	35	22	inventory	inventory	NOUN
fbem-32010	35	23	placement	placement	NOUN
fbem-32010	35	24	.	.	PUNCT
fbem-32010	36	1	this	this	PRON
fbem-32010	36	2	not	not	PART
fbem-32010	36	3	only	only	ADV
fbem-32010	36	4	prevented	prevent	VERB
fbem-32010	36	5	some	some	DET
fbem-32010	36	6	product	product	NOUN
fbem-32010	36	7	overstocks	overstock	NOUN
fbem-32010	36	8	but	but	CCONJ
fbem-32010	36	9	also	also	ADV
fbem-32010	36	10	ensured	ensure	VERB
fbem-32010	36	11	the	the	DET
fbem-32010	36	12	supply	supply	NOUN
fbem-32010	36	13	of	of	ADP
fbem-32010	36	14	in	in	ADP
fbem-32010	36	15	-demand	-demand	NOUN
fbem-32010	36	16	items	item	NOUN
fbem-32010	36	17	,	,	PUNCT
fbem-32010	36	18	thus	thus	ADV
fbem-32010	36	19	stabilizing	stabilize	VERB
fbem-32010	36	20	the	the	DET
fbem-32010	36	21	supply	supply	NOUN
fbem-32010	36	22	chain	chain	NOUN
fbem-32010	36	23	during	during	ADP
fbem-32010	36	24	this	this	DET
fbem-32010	36	25	challenging	challenging	ADJ
fbem-32010	36	26	period	period	NOUN
fbem-32010	36	27	.	.	PUNCT
fbem-32010	37	1	138	138	NUM
fbem-32010	37	2	whole	whole	ADJ
fbem-32010	37	3	foods	food	NOUN
fbem-32010	37	4	market	market	NOUN
fbem-32010	37	5	's	's	PART
fbem-32010	37	6	implementation	implementation	NOUN
fbem-32010	37	7	further	far	ADV
fbem-32010	37	8	demonstrates	demonstrate	VERB
fbem-32010	37	9	the	the	DET
fbem-32010	37	10	value	value	NOUN
fbem-32010	37	11	of	of	ADP
fbem-32010	37	12	machine	machine	NOUN
fbem-32010	37	13	learning	learning	NOUN
fbem-32010	37	14	.	.	PUNCT
fbem-32010	38	1	as	as	ADP
fbem-32010	38	2	a	a	DET
fbem-32010	38	3	company	company	NOUN
fbem-32010	38	4	with	with	ADP
fbem-32010	38	5	12	12	NUM
fbem-32010	38	6	regions	region	NOUN
fbem-32010	38	7	and	and	CCONJ
fbem-32010	38	8	10	10	NUM
fbem-32010	38	9	distribution	distribution	NOUN
fbem-32010	38	10	centers	center	NOUN
fbem-32010	38	11	,	,	PUNCT
fbem-32010	38	12	its	its	PRON
fbem-32010	38	13	supply	supply	NOUN
fbem-32010	38	14	chain	chain	NOUN
fbem-32010	38	15	is	be	AUX
fbem-32010	38	16	complex	complex	ADJ
fbem-32010	38	17	.	.	PUNCT
fbem-32010	39	1	after	after	ADP
fbem-32010	39	2	integrating	integrate	VERB
fbem-32010	39	3	with	with	ADP
fbem-32010	39	4	amazon	amazon	PROPN
fbem-32010	39	5	web	web	NOUN
fbem-32010	39	6	services	service	NOUN
fbem-32010	39	7	'	'	PART
fbem-32010	39	8	supply	supply	NOUN
fbem-32010	39	9	chain	chain	NOUN
fbem-32010	39	10	solution	solution	NOUN
fbem-32010	39	11	,	,	PUNCT
fbem-32010	39	12	data	datum	NOUN
fbem-32010	39	13	integration	integration	NOUN
fbem-32010	39	14	tasks	task	NOUN
fbem-32010	39	15	that	that	PRON
fbem-32010	39	16	once	once	ADV
fbem-32010	39	17	took	take	VERB
fbem-32010	39	18	months	month	NOUN
fbem-32010	39	19	can	can	AUX
fbem-32010	39	20	now	now	ADV
fbem-32010	39	21	be	be	AUX
fbem-32010	39	22	completed	complete	VERB
fbem-32010	39	23	in	in	ADP
fbem-32010	39	24	days	day	NOUN
fbem-32010	39	25	.	.	PUNCT
fbem-32010	40	1	the	the	DET
fbem-32010	40	2	system	system	NOUN
fbem-32010	40	3	uses	use	VERB
fbem-32010	40	4	machine	machine	NOUN
fbem-32010	40	5	learning	learn	VERB
fbem-32010	40	6	algorithms	algorithm	NOUN
fbem-32010	40	7	to	to	PART
fbem-32010	40	8	predict	predict	VERB
fbem-32010	40	9	future	future	ADJ
fbem-32010	40	10	inventory	inventory	NOUN
fbem-32010	40	11	levels	level	NOUN
fbem-32010	40	12	,	,	PUNCT
fbem-32010	40	13	enabling	enable	VERB
fbem-32010	40	14	procurement	procurement	NOUN
fbem-32010	40	15	personnel	personnel	NOUN
fbem-32010	40	16	to	to	PART
fbem-32010	40	17	proactively	proactively	ADV
fbem-32010	40	18	identify	identify	VERB
fbem-32010	40	19	potential	potential	ADJ
fbem-32010	40	20	shortfalls	shortfall	NOUN
fbem-32010	40	21	and	and	CCONJ
fbem-32010	40	22	identify	identify	VERB
fbem-32010	40	23	alternative	alternative	ADJ
fbem-32010	40	24	supply	supply	NOUN
fbem-32010	40	25	sources	source	NOUN
fbem-32010	40	26	,	,	PUNCT
fbem-32010	40	27	effectively	effectively	ADV
fbem-32010	40	28	mitigating	mitigate	VERB
fbem-32010	40	29	inventory	inventory	NOUN
fbem-32010	40	30	ris	ris	X
fbem-32010	41	1	[	[	X
fbem-32010	41	2	1	1	NUM
fbem-32010	41	3	]	]	PUNCT
fbem-32010	41	4	.	.	PUNCT
fbem-32010	42	1	this	this	DET
fbem-32010	42	2	process	process	NOUN
fbem-32010	42	3	reduces	reduce	VERB
fbem-32010	42	4	unnecessary	unnecessary	ADJ
fbem-32010	42	5	inventory	inventory	NOUN
fbem-32010	42	6	overstocking	overstock	VERB
fbem-32010	42	7	and	and	CCONJ
fbem-32010	42	8	,	,	PUNCT
fbem-32010	42	9	at	at	ADP
fbem-32010	42	10	the	the	DET
fbem-32010	42	11	source	source	NOUN
fbem-32010	42	12	,	,	PUNCT
fbem-32010	42	13	reduces	reduce	VERB
fbem-32010	42	14	energy	energy	NOUN
fbem-32010	42	15	consumption	consumption	NOUN
fbem-32010	42	16	and	and	CCONJ
fbem-32010	42	17	resource	resource	NOUN
fbem-32010	42	18	waste	waste	NOUN
fbem-32010	42	19	in	in	ADP
fbem-32010	42	20	warehousing	warehousing	NOUN
fbem-32010	42	21	.	.	PUNCT
fbem-32010	43	1	according	accord	VERB
fbem-32010	43	2	to	to	ADP
fbem-32010	43	3	industry	industry	NOUN
fbem-32010	43	4	estimates	estimate	NOUN
fbem-32010	43	5	,	,	PUNCT
fbem-32010	43	6	improved	improve	VERB
fbem-32010	43	7	inventory	inventory	NOUN
fbem-32010	43	8	turnover	turnover	NOUN
fbem-32010	43	9	can	can	AUX
fbem-32010	43	10	directly	directly	ADV
fbem-32010	43	11	reduce	reduce	VERB
fbem-32010	43	12	warehousing	warehousing	NOUN
fbem-32010	43	13	carbon	carbon	NOUN
fbem-32010	43	14	emissions	emission	NOUN
fbem-32010	43	15	by	by	ADP
fbem-32010	43	16	15%-20	15%-20	NUM
fbem-32010	43	17	%	%	NOUN
fbem-32010	43	18	.	.	PUNCT
fbem-32010	44	1	on	on	ADP
fbem-32010	44	2	a	a	DET
fbem-32010	44	3	technical	technical	ADJ
fbem-32010	44	4	level	level	NOUN
fbem-32010	44	5	,	,	PUNCT
fbem-32010	44	6	modern	modern	ADJ
fbem-32010	44	7	inventory	inventory	NOUN
fbem-32010	44	8	optimization	optimization	NOUN
fbem-32010	44	9	systems	system	NOUN
fbem-32010	44	10	employ	employ	VERB
fbem-32010	44	11	gradient	gradient	NOUN
fbem-32010	44	12	boosting	boost	VERB
fbem-32010	44	13	algorithms	algorithm	NOUN
fbem-32010	44	14	such	such	ADJ
fbem-32010	44	15	as	as	ADP
fbem-32010	44	16	lightgbm	lightgbm	ADJ
fbem-32010	44	17	,	,	PUNCT
fbem-32010	44	18	incorporating	incorporate	VERB
fbem-32010	44	19	seasonal	seasonal	ADJ
fbem-32010	44	20	factors	factor	NOUN
fbem-32010	44	21	,	,	PUNCT
fbem-32010	44	22	promotional	promotional	ADJ
fbem-32010	44	23	activities	activity	NOUN
fbem-32010	44	24	,	,	PUNCT
fbem-32010	44	25	and	and	CCONJ
fbem-32010	44	26	macroeconomic	macroeconomic	ADJ
fbem-32010	44	27	indicators	indicator	NOUN
fbem-32010	44	28	to	to	PART
fbem-32010	44	29	build	build	VERB
fbem-32010	44	30	predictive	predictive	ADJ
fbem-32010	44	31	models	model	NOUN
fbem-32010	44	32	.	.	PUNCT
fbem-32010	45	1	jd	jd	PROPN
fbem-32010	45	2	logistics	logistic	NOUN
fbem-32010	45	3	,	,	PUNCT
fbem-32010	45	4	for	for	ADP
fbem-32010	45	5	example	example	NOUN
fbem-32010	45	6	,	,	PUNCT
fbem-32010	45	7	utilizes	utilize	VERB
fbem-32010	45	8	over	over	ADP
fbem-32010	45	9	200	200	NUM
fbem-32010	45	10	optimization	optimization	NOUN
fbem-32010	45	11	modeling	modeling	NOUN
fbem-32010	45	12	methods	method	NOUN
fbem-32010	45	13	to	to	PART
fbem-32010	45	14	achieve	achieve	VERB
fbem-32010	45	15	20%-30	20%-30	NUM
fbem-32010	45	16	%	%	NOUN
fbem-32010	45	17	higher	high	ADJ
fbem-32010	45	18	forecast	forecast	NOUN
fbem-32010	45	19	accuracy	accuracy	NOUN
fbem-32010	45	20	in	in	ADP
fbem-32010	45	21	complex	complex	ADJ
fbem-32010	45	22	scenarios	scenario	NOUN
fbem-32010	45	23	than	than	ADP
fbem-32010	45	24	traditional	traditional	ADJ
fbem-32010	45	25	methods	method	NOUN
fbem-32010	45	26	.	.	PUNCT
fbem-32010	46	1	furthermore	furthermore	ADV
fbem-32010	46	2	,	,	PUNCT
fbem-32010	46	3	incorporating	incorporate	VERB
fbem-32010	46	4	mixed	mixed	ADJ
fbem-32010	46	5	integer	integer	NOUN
fbem-32010	46	6	programming	programming	NOUN
fbem-32010	46	7	algorithms	algorithm	NOUN
fbem-32010	46	8	,	,	PUNCT
fbem-32010	46	9	this	this	DET
fbem-32010	46	10	system	system	NOUN
fbem-32010	46	11	reduces	reduce	VERB
fbem-32010	46	12	inventory	inventory	NOUN
fbem-32010	46	13	holding	holding	NOUN
fbem-32010	46	14	costs	cost	NOUN
fbem-32010	46	15	and	and	CCONJ
fbem-32010	46	16	carbon	carbon	NOUN
fbem-32010	46	17	emissions	emission	NOUN
fbem-32010	46	18	while	while	SCONJ
fbem-32010	46	19	meeting	meet	VERB
fbem-32010	46	20	order	order	NOUN
fbem-32010	46	21	fulfillment	fulfillment	NOUN
fbem-32010	46	22	deadlines	deadline	NOUN
fbem-32010	46	23	.	.	PUNCT
fbem-32010	47	1	this	this	DET
fbem-32010	47	2	intelligent	intelligent	ADJ
fbem-32010	47	3	management	management	NOUN
fbem-32010	47	4	model	model	NOUN
fbem-32010	47	5	not	not	PART
fbem-32010	47	6	only	only	ADV
fbem-32010	47	7	helps	help	VERB
fbem-32010	47	8	e	e	PART
fbem-32010	47	9	commerce	commerce	NOUN
fbem-32010	47	10	companies	company	NOUN
fbem-32010	47	11	improve	improve	VERB
fbem-32010	47	12	operational	operational	ADJ
fbem-32010	47	13	efficiency	efficiency	NOUN
fbem-32010	47	14	but	but	CCONJ
fbem-32010	47	15	also	also	ADV
fbem-32010	47	16	implements	implement	VERB
fbem-32010	47	17	the	the	DET
fbem-32010	47	18	concept	concept	NOUN
fbem-32010	47	19	of	of	ADP
fbem-32010	47	20	a	a	DET
fbem-32010	47	21	green	green	ADJ
fbem-32010	47	22	supply	supply	NOUN
fbem-32010	47	23	chain	chain	NOUN
fbem-32010	47	24	by	by	ADP
fbem-32010	47	25	reducing	reduce	VERB
fbem-32010	47	26	the	the	DET
fbem-32010	47	27	storage	storage	NOUN
fbem-32010	47	28	and	and	CCONJ
fbem-32010	47	29	scrapping	scrapping	NOUN
fbem-32010	47	30	of	of	ADP
fbem-32010	47	31	unsaleable	unsaleable	ADJ
fbem-32010	47	32	goods	good	NOUN
fbem-32010	47	33	.	.	PUNCT
fbem-32010	48	1	the	the	DET
fbem-32010	48	2	revised	revise	VERB
fbem-32010	48	3	content	content	NOUN
fbem-32010	48	4	emphasizes	emphasize	VERB
fbem-32010	48	5	the	the	DET
fbem-32010	48	6	natural	natural	ADJ
fbem-32010	48	7	flow	flow	NOUN
fbem-32010	48	8	of	of	ADP
fbem-32010	48	9	case	case	NOUN
fbem-32010	48	10	studies	study	NOUN
fbem-32010	48	11	and	and	CCONJ
fbem-32010	48	12	reduces	reduce	VERB
fbem-32010	48	13	the	the	DET
fbem-32010	48	14	clutter	clutter	NOUN
fbem-32010	48	15	of	of	ADP
fbem-32010	48	16	rigid	rigid	ADJ
fbem-32010	48	17	technical	technical	ADJ
fbem-32010	48	18	terminology	terminology	NOUN
fbem-32010	48	19	.	.	PUNCT
fbem-32010	49	1	if	if	SCONJ
fbem-32010	49	2	you	you	PRON
fbem-32010	49	3	feel	feel	VERB
fbem-32010	49	4	a	a	DET
fbem-32010	49	5	section	section	NOUN
fbem-32010	49	6	needs	need	VERB
fbem-32010	49	7	adjustment	adjustment	NOUN
fbem-32010	49	8	or	or	CCONJ
fbem-32010	49	9	would	would	AUX
fbem-32010	49	10	like	like	VERB
fbem-32010	49	11	additional	additional	ADJ
fbem-32010	49	12	details	detail	NOUN
fbem-32010	49	13	,	,	PUNCT
fbem-32010	49	14	please	please	INTJ
fbem-32010	49	15	let	let	VERB
fbem-32010	49	16	us	we	PRON
fbem-32010	49	17	know	know	VERB
fbem-32010	49	18	.	.	PUNCT
fbem-32010	50	1	3	3	X
fbem-32010	50	2	.	.	X
fbem-32010	50	3	intelligent	intelligent	ADJ
fbem-32010	50	4	reconstruction	reconstruction	NOUN
fbem-32010	50	5	of	of	ADP
fbem-32010	50	6	logistics	logistic	NOUN
fbem-32010	50	7	networks	network	NOUN
fbem-32010	50	8	and	and	CCONJ
fbem-32010	50	9	low	low	ADJ
fbem-32010	50	10	-	-	PUNCT
fbem-32010	50	11	carbon	carbon	NOUN
fbem-32010	50	12	transformation	transformation	NOUN
fbem-32010	50	13	as	as	ADP
fbem-32010	50	14	the	the	DET
fbem-32010	50	15	primary	primary	ADJ
fbem-32010	50	16	source	source	NOUN
fbem-32010	50	17	of	of	ADP
fbem-32010	50	18	carbon	carbon	NOUN
fbem-32010	50	19	emissions	emission	NOUN
fbem-32010	50	20	in	in	ADP
fbem-32010	50	21	the	the	DET
fbem-32010	50	22	supply	supply	NOUN
fbem-32010	50	23	chain	chain	NOUN
fbem-32010	50	24	,	,	PUNCT
fbem-32010	50	25	the	the	DET
fbem-32010	50	26	green	green	ADJ
fbem-32010	50	27	transformation	transformation	NOUN
fbem-32010	50	28	of	of	ADP
fbem-32010	50	29	logistics	logistic	NOUN
fbem-32010	50	30	relies	rely	VERB
fbem-32010	50	31	on	on	ADP
fbem-32010	50	32	the	the	DET
fbem-32010	50	33	technical	technical	ADJ
fbem-32010	50	34	support	support	NOUN
fbem-32010	50	35	of	of	ADP
fbem-32010	50	36	machine	machine	NOUN
fbem-32010	50	37	learning	learning	NOUN
fbem-32010	50	38	.	.	PUNCT
fbem-32010	51	1	through	through	ADP
fbem-32010	51	2	the	the	DET
fbem-32010	51	3	application	application	NOUN
fbem-32010	51	4	of	of	ADP
fbem-32010	51	5	intelligent	intelligent	ADJ
fbem-32010	51	6	algorithms	algorithm	NOUN
fbem-32010	51	7	such	such	ADJ
fbem-32010	51	8	as	as	ADP
fbem-32010	51	9	route	route	NOUN
fbem-32010	51	10	optimization	optimization	NOUN
fbem-32010	51	11	,	,	PUNCT
fbem-32010	51	12	capacity	capacity	NOUN
fbem-32010	51	13	scheduling	scheduling	NOUN
fbem-32010	51	14	,	,	PUNCT
fbem-32010	51	15	and	and	CCONJ
fbem-32010	51	16	intermodal	intermodal	ADJ
fbem-32010	51	17	transport	transport	NOUN
fbem-32010	51	18	,	,	PUNCT
fbem-32010	51	19	e	e	NOUN
fbem-32010	51	20	-	-	NOUN
fbem-32010	51	21	commerce	commerce	NOUN
fbem-32010	51	22	logistics	logistic	NOUN
fbem-32010	51	23	is	be	AUX
fbem-32010	51	24	achieving	achieve	VERB
fbem-32010	51	25	a	a	DET
fbem-32010	51	26	synergistic	synergistic	ADJ
fbem-32010	51	27	development	development	NOUN
fbem-32010	51	28	of	of	ADP
fbem-32010	51	29	efficiency	efficiency	NOUN
fbem-32010	51	30	improvements	improvement	NOUN
fbem-32010	51	31	and	and	CCONJ
fbem-32010	51	32	carbon	carbon	NOUN
fbem-32010	51	33	emission	emission	NOUN
fbem-32010	51	34	reductions	reduction	NOUN
fbem-32010	51	35	.	.	PUNCT
fbem-32010	52	1	jd	jd	PROPN
fbem-32010	52	2	logistics	logistic	NOUN
fbem-32010	52	3	'	'	PART
fbem-32010	52	4	"	"	PUNCT
fbem-32010	52	5	road	road	NOUN
fbem-32010	52	6	-	-	PUNCT
fbem-32010	52	7	to	to	ADP
fbem-32010	52	8	-	-	PUNCT
fbem-32010	52	9	rail	rail	NOUN
fbem-32010	52	10	"	"	PUNCT
fbem-32010	52	11	solution	solution	NOUN
fbem-32010	52	12	is	be	AUX
fbem-32010	52	13	a	a	DET
fbem-32010	52	14	prime	prime	ADJ
fbem-32010	52	15	example	example	NOUN
fbem-32010	52	16	.	.	PUNCT
fbem-32010	53	1	its	its	PRON
fbem-32010	53	2	machine	machine	NOUN
fbem-32010	53	3	learning	learning	NOUN
fbem-32010	53	4	-	-	PUNCT
fbem-32010	53	5	based	base	VERB
fbem-32010	53	6	optimization	optimization	NOUN
fbem-32010	53	7	algorithm	algorithm	NOUN
fbem-32010	53	8	models	model	VERB
fbem-32010	53	9	multiple	multiple	ADJ
fbem-32010	53	10	parameters	parameter	NOUN
fbem-32010	53	11	such	such	ADJ
fbem-32010	53	12	as	as	ADP
fbem-32010	53	13	transport	transport	NOUN
fbem-32010	53	14	distance	distance	NOUN
fbem-32010	53	15	,	,	PUNCT
fbem-32010	53	16	cargo	cargo	NOUN
fbem-32010	53	17	matching	matching	NOUN
fbem-32010	53	18	,	,	PUNCT
fbem-32010	53	19	and	and	CCONJ
fbem-32010	53	20	timeliness	timeliness	NOUN
fbem-32010	53	21	requirements	requirement	NOUN
fbem-32010	53	22	to	to	PART
fbem-32010	53	23	accurately	accurately	ADV
fbem-32010	53	24	plan	plan	VERB
fbem-32010	53	25	intermodal	intermodal	ADJ
fbem-32010	53	26	transport	transport	NOUN
fbem-32010	53	27	solutions	solution	NOUN
fbem-32010	53	28	for	for	ADP
fbem-32010	53	29	rail	rail	NOUN
fbem-32010	53	30	and	and	CCONJ
fbem-32010	53	31	road	road	NOUN
fbem-32010	53	32	transport	transport	NOUN
fbem-32010	53	33	.	.	PUNCT
fbem-32010	54	1	following	follow	VERB
fbem-32010	54	2	implementation	implementation	NOUN
fbem-32010	54	3	,	,	PUNCT
fbem-32010	54	4	jd	jd	PROPN
fbem-32010	54	5	will	will	AUX
fbem-32010	54	6	fully	fully	ADV
fbem-32010	54	7	implement	implement	VERB
fbem-32010	54	8	rail	rail	NOUN
fbem-32010	54	9	transport	transport	NOUN
fbem-32010	54	10	on	on	ADP
fbem-32010	54	11	all	all	PRON
fbem-32010	54	12	of	of	ADP
fbem-32010	54	13	its	its	PRON
fbem-32010	54	14	trunk	trunk	NOUN
fbem-32010	54	15	routes	route	NOUN
fbem-32010	54	16	over	over	ADP
fbem-32010	54	17	800	800	NUM
fbem-32010	54	18	kilometers	kilometer	NOUN
fbem-32010	54	19	long	long	ADV
fbem-32010	54	20	.	.	PUNCT
fbem-32010	55	1	by	by	ADP
fbem-32010	55	2	2024	2024	NUM
fbem-32010	55	3	,	,	PUNCT
fbem-32010	55	4	rail	rail	NOUN
fbem-32010	55	5	freight	freight	NOUN
fbem-32010	55	6	volume	volume	NOUN
fbem-32010	55	7	is	be	AUX
fbem-32010	55	8	expected	expect	VERB
fbem-32010	55	9	to	to	PART
fbem-32010	55	10	increase	increase	VERB
fbem-32010	55	11	by	by	ADP
fbem-32010	55	12	over	over	ADP
fbem-32010	55	13	30	30	NUM
fbem-32010	55	14	%	%	NOUN
fbem-32010	55	15	year	year	NOUN
fbem-32010	55	16	-	-	PUNCT
fbem-32010	55	17	on	on	ADP
fbem-32010	55	18	-	-	PUNCT
fbem-32010	55	19	year	year	NOUN
fbem-32010	55	20	,	,	PUNCT
fbem-32010	55	21	reducing	reduce	VERB
fbem-32010	55	22	carbon	carbon	NOUN
fbem-32010	55	23	emissions	emission	NOUN
fbem-32010	55	24	by	by	ADP
fbem-32010	55	25	tens	ten	NOUN
fbem-32010	55	26	of	of	ADP
fbem-32010	55	27	thousands	thousand	NOUN
fbem-32010	55	28	of	of	ADP
fbem-32010	55	29	tons	ton	NOUN
fbem-32010	55	30	annually	annually	ADV
fbem-32010	55	31	.	.	PUNCT
fbem-32010	56	1	this	this	DET
fbem-32010	56	2	solution	solution	NOUN
fbem-32010	56	3	alone	alone	ADV
fbem-32010	56	4	has	have	AUX
fbem-32010	56	5	been	be	AUX
fbem-32010	56	6	selected	select	VERB
fbem-32010	56	7	by	by	ADP
fbem-32010	56	8	the	the	DET
fbem-32010	56	9	national	national	PROPN
fbem-32010	56	10	development	development	PROPN
fbem-32010	56	11	and	and	CCONJ
fbem-32010	56	12	reform	reform	PROPN
fbem-32010	56	13	commission	commission	NOUN
fbem-32010	56	14	as	as	ADP
fbem-32010	56	15	one	one	NUM
fbem-32010	56	16	of	of	ADP
fbem-32010	56	17	the	the	DET
fbem-32010	56	18	first	first	ADJ
fbem-32010	56	19	batch	batch	NOUN
fbem-32010	56	20	of	of	ADP
fbem-32010	56	21	exemplary	exemplary	ADJ
fbem-32010	56	22	cases	case	NOUN
fbem-32010	56	23	for	for	ADP
fbem-32010	56	24	cost	cost	NOUN
fbem-32010	56	25	reduction	reduction	NOUN
fbem-32010	56	26	and	and	CCONJ
fbem-32010	56	27	efficiency	efficiency	NOUN
fbem-32010	56	28	improvement	improvement	NOUN
fbem-32010	56	29	.	.	PUNCT
fbem-32010	57	1	machine	machine	NOUN
fbem-32010	57	2	learning	learn	VERB
fbem-32010	57	3	algorithms	algorithm	NOUN
fbem-32010	57	4	have	have	AUX
fbem-32010	57	5	also	also	ADV
fbem-32010	57	6	yielded	yield	VERB
fbem-32010	57	7	significant	significant	ADJ
fbem-32010	57	8	results	result	NOUN
fbem-32010	57	9	in	in	ADP
fbem-32010	57	10	last	last	ADJ
fbem-32010	57	11	-mile	-mile	NOUN
fbem-32010	57	12	delivery	delivery	NOUN
fbem-32010	57	13	.	.	PUNCT
fbem-32010	58	1	cainiao	cainiao	NOUN
fbem-32010	58	2	network	network	NOUN
fbem-32010	58	3	's	's	PART
fbem-32010	58	4	greed	greed	NOUN
fbem-32010	58	5	solver	solver	NOUN
fbem-32010	58	6	logistics	logistic	NOUN
fbem-32010	58	7	optimization	optimization	NOUN
fbem-32010	58	8	engine	engine	NOUN
fbem-32010	58	9	can	can	AUX
fbem-32010	58	10	implement	implement	VERB
fbem-32010	58	11	delivery	delivery	NOUN
fbem-32010	58	12	solutions	solution	NOUN
fbem-32010	58	13	with	with	ADP
fbem-32010	58	14	the	the	DET
fbem-32010	58	15	fewest	few	ADJ
fbem-32010	58	16	vehicles	vehicle	NOUN
fbem-32010	58	17	and	and	CCONJ
fbem-32010	58	18	shortest	short	ADJ
fbem-32010	58	19	mileage	mileage	NOUN
fbem-32010	58	20	in	in	ADP
fbem-32010	58	21	26	26	NUM
fbem-32010	58	22	logistics	logistic	NOUN
fbem-32010	58	23	scenarios	scenario	NOUN
fbem-32010	58	24	.	.	PUNCT
fbem-32010	59	1	by	by	ADP
fbem-32010	59	2	analyzing	analyze	VERB
fbem-32010	59	3	historical	historical	ADJ
fbem-32010	59	4	delivery	delivery	NOUN
fbem-32010	59	5	data	datum	NOUN
fbem-32010	59	6	,	,	PUNCT
fbem-32010	59	7	traffic	traffic	NOUN
fbem-32010	59	8	conditions	condition	NOUN
fbem-32010	59	9	,	,	PUNCT
fbem-32010	59	10	weather	weather	NOUN
fbem-32010	59	11	factors	factor	NOUN
fbem-32010	59	12	,	,	PUNCT
fbem-32010	59	13	and	and	CCONJ
fbem-32010	59	14	other	other	ADJ
fbem-32010	59	15	variables	variable	NOUN
fbem-32010	59	16	,	,	PUNCT
fbem-32010	59	17	the	the	DET
fbem-32010	59	18	system	system	NOUN
fbem-32010	59	19	plans	plan	VERB
fbem-32010	59	20	the	the	DET
fbem-32010	59	21	optimal	optimal	ADJ
fbem-32010	59	22	delivery	delivery	NOUN
fbem-32010	59	23	route	route	NOUN
fbem-32010	59	24	for	for	ADP
fbem-32010	59	25	each	each	DET
fbem-32010	59	26	courier	courier	NOUN
fbem-32010	59	27	,	,	PUNCT
fbem-32010	59	28	improving	improve	VERB
fbem-32010	59	29	door	door	NOUN
fbem-32010	59	30	-	-	PUNCT
fbem-32010	59	31	to	to	ADP
fbem-32010	59	32	-	-	PUNCT
fbem-32010	59	33	door	door	NOUN
fbem-32010	59	34	delivery	delivery	NOUN
fbem-32010	59	35	efficiency	efficiency	NOUN
fbem-32010	59	36	by	by	ADP
fbem-32010	59	37	10	10	NUM
fbem-32010	59	38	%	%	NOUN
fbem-32010	59	39	.	.	PUNCT
fbem-32010	60	1	cainiao	cainiao	PROPN
fbem-32010	60	2	's	's	PART
fbem-32010	60	3	intelligent	intelligent	ADJ
fbem-32010	60	4	voice	voice	NOUN
fbem-32010	60	5	assistant	assistant	NOUN
fbem-32010	60	6	automatically	automatically	ADV
fbem-32010	60	7	completes	complete	VERB
fbem-32010	60	8	100	100	NUM
fbem-32010	60	9	million	million	NUM
fbem-32010	60	10	calls	call	NOUN
fbem-32010	60	11	annually	annually	ADV
fbem-32010	60	12	,	,	PUNCT
fbem-32010	60	13	saving	save	VERB
fbem-32010	60	14	couriers	courier	NOUN
fbem-32010	60	15	nearly	nearly	ADV
fbem-32010	60	16	700,000	700,000	NUM
fbem-32010	60	17	hours	hour	NOUN
fbem-32010	60	18	of	of	ADP
fbem-32010	60	19	call	call	NOUN
fbem-32010	60	20	time	time	NOUN
fbem-32010	60	21	and	and	CCONJ
fbem-32010	60	22	indirectly	indirectly	ADV
fbem-32010	60	23	reducing	reduce	VERB
fbem-32010	60	24	carbon	carbon	NOUN
fbem-32010	60	25	emissions	emission	NOUN
fbem-32010	60	26	from	from	ADP
fbem-32010	60	27	idling	idle	VERB
fbem-32010	60	28	vehicles	vehicle	NOUN
fbem-32010	60	29	.	.	PUNCT
fbem-32010	61	1	this	this	DET
fbem-32010	61	2	intelligent	intelligent	ADJ
fbem-32010	61	3	scheduling	scheduling	NOUN
fbem-32010	61	4	not	not	PART
fbem-32010	61	5	only	only	ADV
fbem-32010	61	6	improves	improve	VERB
fbem-32010	61	7	delivery	delivery	NOUN
fbem-32010	61	8	efficiency	efficiency	NOUN
fbem-32010	61	9	but	but	CCONJ
fbem-32010	61	10	also	also	ADV
fbem-32010	61	11	reduces	reduce	VERB
fbem-32010	61	12	the	the	DET
fbem-32010	61	13	environmental	environmental	ADJ
fbem-32010	61	14	impact	impact	NOUN
fbem-32010	61	15	of	of	ADP
fbem-32010	61	16	logistics	logistic	NOUN
fbem-32010	61	17	by	by	ADP
fbem-32010	61	18	minimizing	minimize	VERB
fbem-32010	61	19	inefficient	inefficient	ADJ
fbem-32010	61	20	travel	travel	NOUN
fbem-32010	61	21	.	.	PUNCT
fbem-32010	62	1	the	the	DET
fbem-32010	62	2	large	large	ADJ
fbem-32010	62	3	-scale	-scale	PROPN
fbem-32010	62	4	deployment	deployment	NOUN
fbem-32010	62	5	of	of	ADP
fbem-32010	62	6	green	green	ADJ
fbem-32010	62	7	transportation	transportation	NOUN
fbem-32010	62	8	capacity	capacity	NOUN
fbem-32010	62	9	is	be	AUX
fbem-32010	62	10	another	another	DET
fbem-32010	62	11	key	key	NOUN
fbem-32010	62	12	to	to	ADP
fbem-32010	62	13	the	the	DET
fbem-32010	62	14	low	low	ADJ
fbem-32010	62	15	-	-	PUNCT
fbem-32010	62	16	carbon	carbon	NOUN
fbem-32010	62	17	transformation	transformation	NOUN
fbem-32010	62	18	of	of	ADP
fbem-32010	62	19	logistics	logistic	NOUN
fbem-32010	62	20	.	.	PUNCT
fbem-32010	63	1	jd	jd	PROPN
fbem-32010	63	2	logistics	logistic	NOUN
fbem-32010	63	3	uses	use	VERB
fbem-32010	63	4	machine	machine	NOUN
fbem-32010	63	5	learning	learn	VERB
fbem-32010	63	6	algorithms	algorithm	NOUN
fbem-32010	63	7	to	to	PART
fbem-32010	63	8	optimize	optimize	VERB
fbem-32010	63	9	the	the	DET
fbem-32010	63	10	scheduling	scheduling	NOUN
fbem-32010	63	11	of	of	ADP
fbem-32010	63	12	new	new	ADJ
fbem-32010	63	13	energy	energy	NOUN
fbem-32010	63	14	vehicles	vehicle	NOUN
fbem-32010	63	15	and	and	CCONJ
fbem-32010	63	16	plans	plan	VERB
fbem-32010	63	17	to	to	PART
fbem-32010	63	18	deploy	deploy	VERB
fbem-32010	63	19	over	over	ADP
fbem-32010	63	20	10,000	10,000	NUM
fbem-32010	63	21	selfoperated	selfoperate	VERB
fbem-32010	63	22	new	new	ADJ
fbem-32010	63	23	energy	energy	NOUN
fbem-32010	63	24	vehicles	vehicle	NOUN
fbem-32010	63	25	by	by	ADP
fbem-32010	63	26	2024	2024	NUM
fbem-32010	63	27	.	.	PUNCT
fbem-32010	64	1	this	this	PRON
fbem-32010	64	2	includes	include	VERB
fbem-32010	64	3	the	the	DET
fbem-32010	64	4	launch	launch	NOUN
fbem-32010	64	5	of	of	ADP
fbem-32010	64	6	64	64	NUM
fbem-32010	64	7	hydrogen	hydrogen	NOUN
fbem-32010	64	8	truck	truck	NOUN
fbem-32010	64	9	routes	route	NOUN
fbem-32010	64	10	in	in	ADP
fbem-32010	64	11	the	the	DET
fbem-32010	64	12	b	b	NOUN
fbem-32010	64	13	eijing	eije	VERB
fbem-32010	64	14	-	-	PUNCT
fbem-32010	64	15	tianjinhebei	tianjinhebei	NOUN
fbem-32010	64	16	region	region	NOUN
fbem-32010	64	17	,	,	PUNCT
fbem-32010	64	18	reducing	reduce	VERB
fbem-32010	64	19	diesel	diesel	NOUN
fbem-32010	64	20	consumption	consumption	NOUN
fbem-32010	64	21	by	by	ADP
fbem-32010	64	22	600,000	600,000	NUM
fbem-32010	64	23	liters	liter	NOUN
fbem-32010	64	24	and	and	CCONJ
fbem-32010	64	25	carbon	carbon	NOUN
fbem-32010	64	26	emissions	emission	NOUN
fbem-32010	64	27	by	by	ADP
fbem-32010	64	28	nearly	nearly	ADV
fbem-32010	64	29	1,000	1,000	NUM
fbem-32010	64	30	tons	ton	NOUN
fbem-32010	64	31	annually	annually	ADV
fbem-32010	64	32	.	.	PUNCT
fbem-32010	65	1	the	the	DET
fbem-32010	65	2	system	system	NOUN
fbem-32010	65	3	monitors	monitor	VERB
fbem-32010	65	4	vehicle	vehicle	NOUN
fbem-32010	65	5	energy	energy	NOUN
fbem-32010	65	6	consumption	consumption	NOUN
fbem-32010	65	7	data	datum	NOUN
fbem-32010	65	8	in	in	ADP
fbem-32010	65	9	real	real	ADJ
fbem-32010	65	10	time	time	NOUN
fbem-32010	65	11	and	and	CCONJ
fbem-32010	65	12	dynamically	dynamically	ADV
fbem-32010	65	13	adjusts	adjust	VERB
fbem-32010	65	14	delivery	delivery	NOUN
fbem-32010	65	15	ranges	range	VERB
fbem-32010	65	16	and	and	CCONJ
fbem-32010	65	17	charging	charge	VERB
fbem-32010	65	18	plans	plan	NOUN
fbem-32010	65	19	,	,	PUNCT
fbem-32010	65	20	increasing	increase	VERB
fbem-32010	65	21	the	the	DET
fbem-32010	65	22	utilization	utilization	NOUN
fbem-32010	65	23	rate	rate	NOUN
fbem-32010	65	24	of	of	ADP
fbem-32010	65	25	new	new	ADJ
fbem-32010	65	26	energy	energy	NOUN
fbem-32010	65	27	vehicles	vehicle	NOUN
fbem-32010	65	28	by	by	ADP
fbem-32010	65	29	25	25	NUM
fbem-32010	65	30	%	%	NOUN
fbem-32010	65	31	.	.	PUNCT
fbem-32010	66	1	xi'an	xi'an	PROPN
fbem-32010	66	2	's	's	PART
fbem-32010	66	3	"	"	PUNCT
fbem-32010	66	4	asia	asia	PROPN
fbem-32010	66	5	no	no	NOUN
fbem-32010	66	6	.	.	NOUN
fbem-32010	66	7	1	1	NUM
fbem-32010	66	8	"	"	PUNCT
fbem-32010	66	9	smart	smart	ADJ
fbem-32010	66	10	industrial	industrial	ADJ
fbem-32010	66	11	park	park	NOUN
fbem-32010	66	12	,	,	PUNCT
fbem-32010	66	13	through	through	ADP
fbem-32010	66	14	photovoltaic	photovoltaic	NOUN
fbem-32010	66	15	power	power	NOUN
fbem-32010	66	16	generation	generation	NOUN
fbem-32010	66	17	and	and	CCONJ
fbem-32010	66	18	dark	dark	ADJ
fbem-32010	66	19	-light	-light	NOUN
fbem-32010	66	20	operations	operation	NOUN
fbem-32010	66	21	,	,	PUNCT
fbem-32010	66	22	has	have	AUX
fbem-32010	66	23	become	become	VERB
fbem-32010	66	24	my	my	PRON
fbem-32010	66	25	country	country	NOUN
fbem-32010	66	26	's	's	PART
fbem-32010	66	27	first	first	ADJ
fbem-32010	66	28	"	"	PUNCT
fbem-32010	66	29	zero	zero	NUM
fbem-32010	66	30	-carbon	-carbon	NOUN
fbem-32010	66	31	"	"	PUNCT
fbem-32010	66	32	logistics	logistic	NOUN
fbem-32010	66	33	park	park	NOUN
fbem-32010	66	34	,	,	PUNCT
fbem-32010	66	35	generating	generate	VERB
fbem-32010	66	36	over	over	ADP
fbem-32010	66	37	61,000	61,000	NUM
fbem-32010	66	38	megawatt	megawatt	NOUN
fbem-32010	66	39	-	-	PUNCT
fbem-32010	66	40	hours	hour	NOUN
fbem-32010	66	41	of	of	ADP
fbem-32010	66	42	electricity	electricity	NOUN
fbem-32010	66	43	annually	annually	ADV
fbem-32010	66	44	and	and	CCONJ
fbem-32010	66	45	reducing	reduce	VERB
fbem-32010	66	46	carbon	carbon	NOUN
fbem-32010	66	47	emissions	emission	NOUN
fbem-32010	66	48	by	by	ADP
fbem-32010	66	49	50,900	50,900	NUM
fbem-32010	66	50	tons	ton	NOUN
fbem-32010	66	51	.	.	PUNCT
fbem-32010	67	1	these	these	DET
fbem-32010	67	2	practices	practice	NOUN
fbem-32010	67	3	demonstrate	demonstrate	VERB
fbem-32010	67	4	that	that	SCONJ
fbem-32010	67	5	machine	machine	NOUN
fbem-32010	67	6	learning	learning	NOUN
fbem-32010	67	7	can	can	AUX
fbem-32010	67	8	effectively	effectively	ADV
fbem-32010	67	9	address	address	VERB
fbem-32010	67	10	operational	operational	ADJ
fbem-32010	67	11	pain	pain	NOUN
fbem-32010	67	12	points	point	NOUN
fbem-32010	67	13	of	of	ADP
fbem-32010	67	14	new	new	ADJ
fbem-32010	67	15	energy	energy	NOUN
fbem-32010	67	16	logistics	logistic	NOUN
fbem-32010	67	17	vehicles	vehicle	NOUN
fbem-32010	67	18	and	and	CCONJ
fbem-32010	67	19	accelerate	accelerate	VERB
fbem-32010	67	20	the	the	DET
fbem-32010	67	21	green	green	ADJ
fbem-32010	67	22	transformation	transformation	NOUN
fbem-32010	67	23	of	of	ADP
fbem-32010	67	24	the	the	DET
fbem-32010	67	25	logistics	logistic	NOUN
fbem-32010	67	26	industry	industry	NOUN
fbem-32010	68	1	[	[	X
fbem-32010	68	2	2	2	NUM
fbem-32010	68	3	]	]	PUNCT
fbem-32010	68	4	.	.	PUNCT
fbem-32010	69	1	4	4	X
fbem-32010	69	2	.	.	X
fbem-32010	69	3	full	full	ADJ
fbem-32010	69	4	-	-	PUNCT
fbem-32010	69	5	chain	chain	NOUN
fbem-32010	69	6	carbon	carbon	NOUN
fbem-32010	69	7	footprint	footprint	NOUN
fbem-32010	69	8	tracking	tracking	NOUN
fbem-32010	69	9	and	and	CCONJ
fbem-32010	69	10	visualization	visualization	NOUN
fbem-32010	69	11	based	base	VERB
fbem-32010	69	12	on	on	ADP
fbem-32010	69	13	machine	machine	NOUN
fbem-32010	69	14	learning	learn	VERB
fbem-32010	69	15	carbon	carbon	NOUN
fbem-32010	69	16	footprint	footprint	NOUN
fbem-32010	69	17	tracking	tracking	NOUN
fbem-32010	69	18	is	be	AUX
fbem-32010	69	19	fundamental	fundamental	ADJ
fbem-32010	69	20	to	to	ADP
fbem-32010	69	21	the	the	DET
fbem-32010	69	22	green	green	ADJ
fbem-32010	69	23	transformation	transformation	NOUN
fbem-32010	69	24	of	of	ADP
fbem-32010	69	25	the	the	DET
fbem-32010	69	26	supply	supply	NOUN
fbem-32010	69	27	chain	chain	NOUN
fbem-32010	69	28	,	,	PUNCT
fbem-32010	69	29	but	but	CCONJ
fbem-32010	69	30	traditional	traditional	ADJ
fbem-32010	69	31	accounting	accounting	NOUN
fbem-32010	69	32	methods	method	NOUN
fbem-32010	69	33	have	have	AUX
fbem-32010	69	34	been	be	AUX
fbem-32010	69	35	plagued	plague	VERB
fbem-32010	69	36	by	by	ADP
fbem-32010	69	37	data	datum	NOUN
fbem-32010	69	38	fragmentation	fragmentation	NOUN
fbem-32010	69	39	and	and	CCONJ
fbem-32010	69	40	insufficient	insufficient	ADJ
fbem-32010	69	41	accuracy	accuracy	NOUN
fbem-32010	69	42	.	.	PUNCT
fbem-32010	70	1	the	the	DET
fbem-32010	70	2	combination	combination	NOUN
fbem-32010	70	3	of	of	ADP
fbem-32010	70	4	machine	machine	NOUN
fbem-32010	70	5	learning	learning	NOUN
fbem-32010	70	6	and	and	CCONJ
fbem-32010	70	7	blockchain	blockchain	PROPN
fbem-32010	70	8	technology	technology	PROPN
fbem-32010	70	9	ad	ad	NOUN
fbem-32010	70	10	dresses	dress	NOUN
fbem-32010	70	11	this	this	DET
fbem-32010	70	12	pain	pain	NOUN
fbem-32010	70	13	point	point	NOUN
fbem-32010	70	14	,	,	PUNCT
fbem-32010	70	15	enabling	enable	VERB
fbem-32010	70	16	full	full	ADJ
fbem-32010	70	17	-	-	PUNCT
fbem-32010	70	18	chain	chain	NOUN
fbem-32010	70	19	tracking	tracking	NOUN
fbem-32010	70	20	and	and	CCONJ
fbem-32010	70	21	trusted	trusted	ADJ
fbem-32010	70	22	management	management	NOUN
fbem-32010	70	23	of	of	ADP
fbem-32010	70	24	carbon	carbon	NOUN
fbem-32010	70	25	data	datum	NOUN
fbem-32010	70	26	in	in	ADP
fbem-32010	70	27	the	the	DET
fbem-32010	70	28	supply	supply	NOUN
fbem-32010	70	29	chain	chain	NOUN
fbem-32010	70	30	.	.	PUNCT
fbem-32010	71	1	jd	jd	PROPN
fbem-32010	71	2	logistics	logistic	NOUN
fbem-32010	71	3	'	'	PART
fbem-32010	71	4	"	"	PUNCT
fbem-32010	71	5	jingtanhui	jingtanhui	ADJ
fbem-32010	71	6	"	"	PUNCT
fbem-32010	71	7	platform	platform	NOUN
fbem-32010	71	8	utilizes	utilize	VERB
fbem-32010	71	9	its	its	PRON
fbem-32010	71	10	independently	independently	ADV
fbem-32010	71	11	developed	develop	VERB
fbem-32010	71	12	mrv	mrv	NOUN
fbem-32010	71	13	-	-	PUNCT
fbem-32010	71	14	t	t	NOUN
fbem-32010	71	15	digital	digital	ADJ
fbem-32010	71	16	carbon	carbon	NOUN
fbem-32010	71	17	reduction	reduction	NOUN
fbem-32010	71	18	technology	technology	NOUN
fbem-32010	71	19	and	and	CCONJ
fbem-32010	71	20	has	have	AUX
fbem-32010	71	21	built	build	VERB
fbem-32010	71	22	a	a	DET
fbem-32010	71	23	distributed	distribute	VERB
fbem-32010	71	24	carbon	carbon	NOUN
fbem-32010	71	25	ledger	ledger	NOUN
fbem-32010	71	26	model	model	NOUN
fbem-32010	71	27	encompassing	encompass	VERB
fbem-32010	71	28	140	140	NUM
fbem-32010	71	29	types	type	NOUN
fbem-32010	71	30	of	of	ADP
fbem-32010	71	31	transport	transport	NOUN
fbem-32010	71	32	vehicles	vehicle	NOUN
fbem-32010	71	33	and	and	CCONJ
fbem-32010	71	34	over	over	ADP
fbem-32010	71	35	2,000	2,000	NUM
fbem-32010	71	36	carbon	carbon	NOUN
fbem-32010	71	37	emission	emission	NOUN
fbem-32010	71	38	factors	factor	NOUN
fbem-32010	71	39	.	.	PUNCT
fbem-32010	72	1	it	it	PRON
fbem-32010	72	2	integrates	integrate	VERB
fbem-32010	72	3	real	real	ADJ
fbem-32010	72	4	-	-	PUNCT
fbem-32010	72	5	time	time	NOUN
fbem-32010	72	6	data	datum	NOUN
fbem-32010	72	7	collected	collect	VERB
fbem-32010	72	8	by	by	ADP
fbem-32010	72	9	iot	iot	ADJ
fbem-32010	72	10	devices	device	NOUN
fbem-32010	72	11	,	,	PUNCT
fbem-32010	72	12	order	order	VERB
fbem-32010	72	13	information	information	NOUN
fbem-32010	72	14	in	in	ADP
fbem-32010	72	15	the	the	DET
fbem-32010	72	16	erp	erp	NOUN
fbem-32010	72	17	system	system	NOUN
fbem-32010	72	18	,	,	PUNCT
fbem-32010	72	19	and	and	CCONJ
fbem-32010	72	20	supplier	supplier	NOUN
fbem-32010	72	21	energy	energy	NOUN
fbem-32010	72	22	bills	bill	NOUN
fbem-32010	72	23	.	.	PUNCT
fbem-32010	73	1	using	use	VERB
fbem-32010	73	2	the	the	DET
fbem-32010	73	3	lightgbm	lightgbm	ADJ
fbem-32010	73	4	algorithm	algorithm	NOUN
fbem-32010	73	5	,	,	PUNCT
fbem-32010	73	6	it	it	PRON
fbem-32010	73	7	calculates	calculate	VERB
fbem-32010	73	8	carbon	carbon	NOUN
fbem-32010	73	9	footprints	footprint	NOUN
fbem-32010	73	10	at	at	ADP
fbem-32010	73	11	the	the	DET
fbem-32010	73	12	order	order	NOUN
fbem-32010	73	13	level	level	NOUN
fbem-32010	73	14	in	in	ADP
fbem-32010	73	15	real	real	ADJ
fbem-32010	73	16	time	time	NOUN
fbem-32010	73	17	—	—	PUNCT
fbem-32010	73	18	a	a	DET
fbem-32010	73	19	30	30	NUM
fbem-32010	73	20	%	%	NOUN
fbem-32010	73	21	improvement	improvement	NOUN
fbem-32010	73	22	in	in	ADP
fbem-32010	73	23	accuracy	accuracy	NOUN
fbem-32010	73	24	over	over	ADP
fbem-32010	73	25	traditional	traditional	ADJ
fbem-32010	73	26	lca	lca	PROPN
fbem-32010	73	27	methods	method	NOUN
fbem-32010	73	28	.	.	PUNCT
fbem-32010	74	1	this	this	DET
fbem-32010	74	2	technology	technology	NOUN
fbem-32010	74	3	has	have	AUX
fbem-32010	74	4	been	be	AUX
fbem-32010	74	5	included	include	VERB
fbem-32010	74	6	in	in	ADP
fbem-32010	74	7	china	china	PROPN
fbem-32010	74	8	's	's	PART
fbem-32010	74	9	green	green	PROPN
fbem-32010	74	10	technology	technology	PROPN
fbem-32010	74	11	promotion	promotion	NOUN
fbem-32010	74	12	catalogue	catalogue	NOUN
fbem-32010	74	13	,	,	PUNCT
fbem-32010	74	14	making	make	VERB
fbem-32010	74	15	it	it	PRON
fbem-32010	74	16	a	a	DET
fbem-32010	74	17	benchmark	benchmark	NOUN
fbem-32010	74	18	in	in	ADP
fbem-32010	74	19	the	the	DET
fbem-32010	74	20	industry	industry	NOUN
fbem-32010	74	21	.	.	PUNCT
fbem-32010	75	1	in	in	ADP
fbem-32010	75	2	cross	cross	ADJ
fbem-32010	75	3	-	-	ADJ
fbem-32010	75	4	border	border	ADJ
fbem-32010	75	5	supply	supply	NOUN
fbem-32010	75	6	chains	chain	NOUN
fbem-32010	75	7	,	,	PUNCT
fbem-32010	75	8	carbon	carbon	NOUN
fbem-32010	75	9	footprint	footprint	NOUN
fbem-32010	75	10	transparency	transparency	NOUN
fbem-32010	75	11	has	have	AUX
fbem-32010	75	12	become	become	VERB
fbem-32010	75	13	a	a	DET
fbem-32010	75	14	key	key	ADJ
fbem-32010	75	15	competitive	competitive	ADJ
fbem-32010	75	16	advantage	advantage	NOUN
fbem-32010	75	17	in	in	ADP
fbem-32010	75	18	international	international	ADJ
fbem-32010	75	19	trade	trade	NOUN
fbem-32010	75	20	.	.	PUNCT
fbem-32010	76	1	cainiao	cainiao	NOUN
fbem-32010	76	2	network	network	NOUN
fbem-32010	76	3	has	have	AUX
fbem-32010	76	4	developed	develop	VERB
fbem-32010	76	5	a	a	DET
fbem-32010	76	6	blockchain	blockchain	PROPN
fbem-32010	76	7	carbon	carbon	NOUN
fbem-32010	76	8	footprint	footprint	NOUN
fbem-32010	76	9	service	service	NOUN
fbem-32010	76	10	specifically	specifically	ADV
fbem-32010	76	11	for	for	ADP
fbem-32010	76	12	crossborder	crossborder	NOUN
fbem-32010	76	13	parcel	parcel	NOUN
fbem-32010	76	14	delivery	delivery	NOUN
fbem-32010	76	15	.	.	PUNCT
fbem-32010	77	1	an	an	DET
fbem-32010	77	2	organic	organic	ADJ
fbem-32010	77	3	tea	tea	NOUN
fbem-32010	77	4	brand	brand	NOUN
fbem-32010	77	5	uses	use	VERB
fbem-32010	77	6	thi	thi	VERB
fbem-32010	77	7	s	s	PRON
fbem-32010	77	8	system	system	NOUN
fbem-32010	77	9	to	to	PART
fbem-32010	77	10	record	record	VERB
fbem-32010	77	11	data	datum	NOUN
fbem-32010	77	12	from	from	ADP
fbem-32010	77	13	tea	tea	NOUN
fbem-32010	77	14	picking	picking	NOUN
fbem-32010	77	15	to	to	ADP
fbem-32010	77	16	delivery	delivery	NOUN
fbem-32010	77	17	to	to	ADP
fbem-32010	77	18	european	european	ADJ
fbem-32010	77	19	consumers	consumer	NOUN
fbem-32010	78	1	[	[	X
fbem-32010	78	2	3	3	NUM
fbem-32010	78	3	]	]	PUNCT
fbem-32010	78	4	.	.	PUNCT
fbem-32010	79	1	the	the	DET
fbem-32010	79	2	resulting	result	VERB
fbem-32010	79	3	carbon	carbon	NOUN
fbem-32010	79	4	footprint	footprint	NOUN
fbem-32010	79	5	reports	report	NOUN
fbem-32010	79	6	are	be	AUX
fbem-32010	79	7	tamper	tamper	NOUN
fbem-32010	79	8	-	-	NOUN
fbem-32010	79	9	proof	proof	ADJ
fbem-32010	79	10	,	,	PUNCT
fbem-32010	79	11	ultimately	ultimately	ADV
fbem-32010	79	12	leading	lead	VERB
fbem-32010	79	13	to	to	ADP
fbem-32010	79	14	an	an	DET
fbem-32010	79	15	increase	increase	NOUN
fbem-32010	79	16	of	of	ADP
fbem-32010	79	17	5	5	NUM
fbem-32010	79	18	%	%	NOUN
fbem-32010	79	19	in	in	ADP
fbem-32010	79	20	orders	order	NOUN
fbem-32010	79	21	from	from	ADP
fbem-32010	79	22	eu	eu	PROPN
fbem-32010	79	23	customers	customer	NOUN
fbem-32010	79	24	.	.	PUNCT
fbem-32010	80	1	furthermore	furthermore	ADV
fbem-32010	80	2	,	,	PUNCT
fbem-32010	80	3	the	the	DET
fbem-32010	80	4	system	system	NOUN
fbem-32010	80	5	uses	use	VERB
fbem-32010	80	6	spatiotemporal	spatiotemporal	ADJ
fbem-32010	80	7	ai	ai	NOUN
fbem-32010	80	8	prediction	prediction	NOUN
fbem-32010	80	9	models	model	NOUN
fbem-32010	80	10	to	to	PART
fbem-32010	80	11	dynamically	dynamically	ADV
fbem-32010	80	12	adjust	adjust	VERB
fbem-32010	80	13	carbon	carbon	NOUN
fbem-32010	80	14	emission	emission	NOUN
fbem-32010	80	15	factors	factor	NOUN
fbem-32010	80	16	during	during	ADP
fbem-32010	80	17	transportation	transportation	NOUN
fbem-32010	80	18	,	,	PUNCT
fbem-32010	80	19	increasing	increase	VERB
fbem-32010	80	20	carbon	carbon	NOUN
fbem-32010	80	21	transparency	transparency	NOUN
fbem-32010	80	22	in	in	ADP
fbem-32010	80	23	cross	cross	ADJ
fbem-32010	80	24	-	-	ADJ
fbem-32010	80	25	border	border	ADJ
fbem-32010	80	26	logistics	logistic	NOUN
fbem-32010	80	27	by	by	ADP
fbem-32010	80	28	90	90	NUM
fbem-32010	80	29	%	%	NOUN
fbem-32010	80	30	.	.	PUNCT
fbem-32010	81	1	walmart	walmart	PROPN
fbem-32010	81	2	and	and	CCONJ
fbem-32010	81	3	ibm	ibm	PROPN
fbem-32010	81	4	have	have	AUX
fbem-32010	81	5	collaborated	collaborate	VERB
fbem-32010	81	6	on	on	ADP
fbem-32010	81	7	a	a	DET
fbem-32010	81	8	blockchain	blockchain	NOUN
fbem-32010	81	9	traceability	traceability	NOUN
fbem-32010	81	10	system	system	NOUN
fbem-32010	81	11	that	that	PRON
fbem-32010	81	12	reduces	reduce	VERB
fbem-32010	81	13	pork	pork	NOUN
fbem-32010	81	14	traceability	traceability	NOUN
fbem-32010	81	15	from	from	ADP
fbem-32010	81	16	7	7	NUM
fbem-32010	81	17	days	day	NOUN
fbem-32010	81	18	to	to	ADP
fbem-32010	81	19	2.2	2.2	NUM
fbem-32010	81	20	seconds	second	NOUN
fbem-32010	81	21	,	,	PUNCT
fbem-32010	81	22	allowing	allow	VERB
fbem-32010	81	23	consumers	consumer	NOUN
fbem-32010	81	24	to	to	PART
fbem-32010	81	25	directly	directly	ADV
fbem-32010	81	26	access	access	VERB
fbem-32010	81	27	23	23	NUM
fbem-32010	81	28	key	key	ADJ
fbem-32010	81	29	139	139	NUM
fbem-32010	81	30	data	datum	NOUN
fbem-32010	81	31	points	point	NOUN
fbem-32010	81	32	.	.	PUNCT
fbem-32010	82	1	this	this	DET
fbem-32010	82	2	transparency	transparency	NOUN
fbem-32010	82	3	not	not	PART
fbem-32010	82	4	only	only	ADV
fbem-32010	82	5	improves	improve	VERB
fbem-32010	82	6	food	food	NOUN
fbem-32010	82	7	safety	safety	NOUN
fbem-32010	82	8	but	but	CCONJ
fbem-32010	82	9	also	also	ADV
fbem-32010	82	10	paves	pave	VERB
fbem-32010	82	11	the	the	DET
fbem-32010	82	12	way	way	NOUN
fbem-32010	82	13	for	for	SCONJ
fbem-32010	82	14	carbon	carbon	NOUN
fbem-32010	82	15	footprint	footprint	NOUN
fbem-32010	82	16	data	datum	NOUN
fbem-32010	82	17	to	to	PART
fbem-32010	82	18	reach	reach	VERB
fbem-32010	82	19	consumers	consumer	NOUN
fbem-32010	82	20	.	.	PUNCT
fbem-32010	83	1	jd	jd	PROPN
fbem-32010	83	2	's	's	PART
fbem-32010	83	3	carbon	carbon	NOUN
fbem-32010	83	4	footprint	footprint	NOUN
fbem-32010	83	5	api	api	NOUN
fbem-32010	83	6	utilizes	utilize	VERB
fbem-32010	83	7	a	a	DET
fbem-32010	83	8	multi	multi	ADJ
fbem-32010	83	9	-tiered	-tiered	ADJ
fbem-32010	83	10	architecture	architecture	NOUN
fbem-32010	83	11	:	:	PUNCT
fbem-32010	83	12	the	the	DET
fbem-32010	83	13	flink	flink	NOUN
fbem-32010	83	14	streaming	stream	VERB
fbem-32010	83	15	computing	compute	VERB
fbem-32010	83	16	framework	framework	NOUN
fbem-32010	83	17	refreshes	refresh	VERB
fbem-32010	83	18	data	datum	NOUN
fbem-32010	83	19	every	every	DET
fbem-32010	83	20	five	five	NUM
fbem-32010	83	21	minutes	minute	NOUN
fbem-32010	83	22	to	to	PART
fbem-32010	83	23	ensure	ensure	VERB
fbem-32010	83	24	dynamic	dynamic	ADJ
fbem-32010	83	25	carbon	carbon	NOUN
fbem-32010	83	26	footprint	footprint	NOUN
fbem-32010	83	27	updates	update	NOUN
fbem-32010	83	28	.	.	PUNCT
fbem-32010	84	1	the	the	DET
fbem-32010	84	2	hash	hash	NOUN
fbem-32010	84	3	value	value	NOUN
fbem-32010	84	4	of	of	ADP
fbem-32010	84	5	the	the	DET
fbem-32010	84	6	carbon	carbon	NOUN
fbem-32010	84	7	data	datum	NOUN
fbem-32010	84	8	is	be	AUX
fbem-32010	84	9	then	then	ADV
fbem-32010	84	10	synchronized	synchronize	VERB
fbem-32010	84	11	to	to	ADP
fbem-32010	84	12	a	a	DET
fbem-32010	84	13	forensic	forensic	ADJ
fbem-32010	84	14	authentication	authentication	NOUN
fbem-32010	84	15	center	center	NOUN
fbem-32010	84	16	through	through	ADP
fbem-32010	84	17	blockchain	blockchain	PROPN
fbem-32010	84	18	evidence	evidence	NOUN
fbem-32010	84	19	storage	storage	NOUN
fbem-32010	84	20	,	,	PUNCT
fbem-32010	84	21	meeting	meet	VERB
fbem-32010	84	22	international	international	ADJ
fbem-32010	84	23	certification	certification	NOUN
fbem-32010	84	24	requirements	requirement	NOUN
fbem-32010	84	25	such	such	ADJ
fbem-32010	84	26	as	as	ADP
fbem-32010	84	27	the	the	DET
fbem-32010	84	28	eu	eu	PROPN
fbem-32010	84	29	cbam	cbam	NOUN
fbem-32010	84	30	.	.	PUNCT
fbem-32010	85	1	it	it	PRON
fbem-32010	85	2	also	also	ADV
fbem-32010	85	3	includes	include	VERB
fbem-32010	85	4	an	an	DET
fbem-32010	85	5	emissions	emission	NOUN
fbem-32010	85	6	reduction	reduction	NOUN
fbem-32010	85	7	simulator	simulator	NOUN
fbem-32010	85	8	that	that	PRON
fbem-32010	85	9	generates	generate	VERB
fbem-32010	85	10	optimization	optimization	NOUN
fbem-32010	85	11	plans	plan	NOUN
fbem-32010	85	12	based	base	VERB
fbem-32010	85	13	on	on	ADP
fbem-32010	85	14	different	different	ADJ
fbem-32010	85	15	carbon	carbon	NOUN
fbem-32010	85	16	reduction	reduction	NOUN
fbem-32010	85	17	targets	target	NOUN
fbem-32010	85	18	.	.	PUNCT
fbem-32010	86	1	data	datum	NOUN
fbem-32010	86	2	from	from	ADP
fbem-32010	86	3	home	home	NOUN
fbem-32010	86	4	appliance	appliance	NOUN
fbem-32010	86	5	brands	brand	NOUN
fbem-32010	86	6	connected	connect	VERB
fbem-32010	86	7	to	to	ADP
fbem-32010	86	8	this	this	DET
fbem-32010	86	9	api	api	NOUN
fbem-32010	86	10	shows	show	VERB
fbem-32010	86	11	a	a	DET
fbem-32010	86	12	22	22	NUM
fbem-32010	86	13	%	%	NOUN
fbem-32010	86	14	increase	increase	NOUN
fbem-32010	86	15	in	in	ADP
fbem-32010	86	16	click	click	VERB
fbem-32010	86	17	-through	-through	NOUN
fbem-32010	86	18	rates	rate	NOUN
fbem-32010	86	19	for	for	ADP
fbem-32010	86	20	class	class	NOUN
fbem-32010	86	21	1	1	NUM
fbem-32010	86	22	energy	energy	NOUN
fbem-32010	86	23	-	-	PUNCT
fbem-32010	86	24	efficient	efficient	ADJ
fbem-32010	86	25	products	product	NOUN
fbem-32010	86	26	,	,	PUNCT
fbem-32010	86	27	significantly	significantly	ADV
fbem-32010	86	28	improving	improve	VERB
fbem-32010	86	29	green	green	ADJ
fbem-32010	86	30	conversion	conversion	NOUN
fbem-32010	86	31	rates	rate	NOUN
fbem-32010	86	32	.	.	PUNCT
fbem-32010	87	1	this	this	PRON
fbem-32010	87	2	comprehensive	comprehensive	ADJ
fbem-32010	87	3	"	"	PUNCT
fbem-32010	87	4	monitoring	monitor	VERB
fbem-32010	87	5	accounting	accounting	NOUN
fbem-32010	87	6	-	-	PUNCT
fbem-32010	87	7	optimization	optimization	NOUN
fbem-32010	87	8	-	-	PUNCT
fbem-32010	87	9	display	display	NOUN
fbem-32010	87	10	"	"	PUNCT
fbem-32010	87	11	approach	approach	NOUN
fbem-32010	87	12	not	not	PART
fbem-32010	87	13	only	only	ADV
fbem-32010	87	14	provides	provide	VERB
fbem-32010	87	15	standardized	standardized	ADJ
fbem-32010	87	16	tools	tool	NOUN
fbem-32010	87	17	for	for	ADP
fbem-32010	87	18	carbon	carbon	NOUN
fbem-32010	87	19	management	management	NOUN
fbem-32010	87	20	in	in	ADP
fbem-32010	87	21	the	the	DET
fbem-32010	87	22	e	e	PROPN
fbem-32010	87	23	-	-	NOUN
fbem-32010	87	24	commerce	commerce	NOUN
fbem-32010	87	25	supply	supply	NOUN
fbem-32010	87	26	chain	chain	NOUN
fbem-32010	87	27	,	,	PUNCT
fbem-32010	87	28	but	but	CCONJ
fbem-32010	87	29	also	also	ADV
fbem-32010	87	30	provides	provide	VERB
fbem-32010	87	31	clear	clear	ADJ
fbem-32010	87	32	information	information	NOUN
fbem-32010	87	33	support	support	NOUN
fbem-32010	87	34	for	for	SCONJ
fbem-32010	87	35	consumers	consumer	NOUN
fbem-32010	87	36	to	to	PART
fbem-32010	87	37	make	make	VERB
fbem-32010	87	38	green	green	ADJ
fbem-32010	87	39	decisions	decision	NOUN
fbem-32010	87	40	[	[	X
fbem-32010	87	41	4	4	NUM
fbem-32010	87	42	]	]	PUNCT
fbem-32010	87	43	.	.	PUNCT
fbem-32010	88	1	5	5	X
fbem-32010	88	2	.	.	X
fbem-32010	88	3	personalized	personalize	VERB
fbem-32010	88	4	green	green	ADJ
fbem-32010	88	5	recommendations	recommendation	NOUN
fbem-32010	88	6	and	and	CCONJ
fbem-32010	88	7	consumer	consumer	NOUN
fbem-32010	88	8	behavior	behavior	NOUN
fbem-32010	88	9	guidance	guidance	NOUN
fbem-32010	88	10	mechanism	mechanism	NOUN
fbem-32010	88	11	the	the	DET
fbem-32010	88	12	key	key	NOUN
fbem-32010	88	13	to	to	ADP
fbem-32010	88	14	guiding	guide	VERB
fbem-32010	88	15	consumers	consumer	NOUN
fbem-32010	88	16	to	to	PART
fbem-32010	88	17	adopt	adopt	VERB
fbem-32010	88	18	green	green	ADJ
fbem-32010	88	19	behaviors	behavior	NOUN
fbem-32010	88	20	lies	lie	VERB
fbem-32010	88	21	in	in	ADP
fbem-32010	88	22	accurately	accurately	ADV
fbem-32010	88	23	meeting	meet	VERB
fbem-32010	88	24	their	their	PRON
fbem-32010	88	25	needs	need	NOUN
fbem-32010	88	26	and	and	CCONJ
fbem-32010	88	27	clearly	clearly	ADV
fbem-32010	88	28	conveying	convey	VERB
fbem-32010	88	29	the	the	DET
fbem-32010	88	30	value	value	NOUN
fbem-32010	88	31	of	of	ADP
fbem-32010	88	32	green	green	ADJ
fbem-32010	88	33	practices	practice	NOUN
fbem-32010	88	34	.	.	PUNCT
fbem-32010	89	1	machine	machine	NOUN
fbem-32010	89	2	learning	learning	NOUN
fbem-32010	89	3	,	,	PUNCT
fbem-32010	89	4	through	through	ADP
fbem-32010	89	5	personalized	personalized	ADJ
fbem-32010	89	6	recommendations	recommendation	NOUN
fbem-32010	89	7	and	and	CCONJ
fbem-32010	89	8	scenario	scenario	NOUN
fbem-32010	89	9	-based	-base	VERB
fbem-32010	89	10	incentives	incentive	NOUN
fbem-32010	89	11	,	,	PUNCT
fbem-32010	89	12	helps	help	VERB
fbem-32010	89	13	consumers	consumer	NOUN
fbem-32010	89	14	make	make	VERB
fbem-32010	89	15	decisions	decision	NOUN
fbem-32010	89	16	more	more	ADV
fbem-32010	89	17	environmentally	environmentally	ADV
fbem-32010	89	18	friendly	friendly	ADJ
fbem-32010	89	19	.	.	PUNCT
fbem-32010	90	1	the	the	DET
fbem-32010	90	2	green	green	ADJ
fbem-32010	90	3	product	product	NOUN
fbem-32010	90	4	labeling	labeling	NOUN
fbem-32010	90	5	system	system	NOUN
fbem-32010	90	6	established	establish	VERB
fbem-32010	90	7	by	by	ADP
fbem-32010	90	8	e	e	PROPN
fbem-32010	90	9	commerce	commerce	NOUN
fbem-32010	90	10	platforms	platform	NOUN
fbem-32010	90	11	is	be	AUX
fbem-32010	90	12	fundamental	fundamental	ADJ
fbem-32010	90	13	.	.	PUNCT
fbem-32010	91	1	taobao	taobao	PROPN
fbem-32010	91	2	and	and	CCONJ
fbem-32010	91	3	tmall	tmall	PROPN
fbem-32010	91	4	launched	launch	VERB
fbem-32010	91	5	the	the	DET
fbem-32010	91	6	"	"	PUNCT
fbem-32010	91	7	low	low	ADJ
fbem-32010	91	8	-	-	PUNCT
fbem-32010	91	9	carbon	carbon	NOUN
fbem-32010	91	10	friendly	friendly	ADJ
fbem-32010	91	11	product	product	NOUN
fbem-32010	91	12	system	system	NOUN
fbem-32010	91	13	,	,	PUNCT
fbem-32010	91	14	"	"	PUNCT
fbem-32010	91	15	incorporating	incorporate	VERB
fbem-32010	91	16	29	29	NUM
fbem-32010	91	17	authoritative	authoritative	ADJ
fbem-32010	91	18	low	low	ADJ
fbem-32010	91	19	-	-	PUNCT
fbem-32010	91	20	carbon	carbon	NOUN
fbem-32010	91	21	certification	certification	NOUN
fbem-32010	91	22	standards	standard	NOUN
fbem-32010	91	23	.	.	PUNCT
fbem-32010	92	1	by	by	ADP
fbem-32010	92	2	march	march	PROPN
fbem-32010	92	3	2023	2023	NUM
fbem-32010	92	4	,	,	PUNCT
fbem-32010	92	5	1.91	1.91	NUM
fbem-32010	92	6	million	million	NUM
fbem-32010	92	7	products	product	NOUN
fbem-32010	92	8	from	from	ADP
fbem-32010	92	9	409	409	NUM
fbem-32010	92	10	brands	brand	NOUN
fbem-32010	92	11	will	will	AUX
fbem-32010	92	12	be	be	AUX
fbem-32010	92	13	included	include	VERB
fbem-32010	92	14	in	in	ADP
fbem-32010	92	15	the	the	DET
fbem-32010	92	16	system	system	NOUN
fbem-32010	92	17	.	.	PUNCT
fbem-32010	93	1	consumers	consumer	NOUN
fbem-32010	93	2	can	can	AUX
fbem-32010	93	3	quickly	quickly	ADV
fbem-32010	93	4	find	find	VERB
fbem-32010	93	5	eligible	eligible	ADJ
fbem-32010	93	6	green	green	ADJ
fbem-32010	93	7	products	product	NOUN
fbem-32010	93	8	through	through	ADP
fbem-32010	93	9	dedicated	dedicated	ADJ
fbem-32010	93	10	tags	tag	NOUN
fbem-32010	93	11	when	when	SCONJ
fbem-32010	93	12	searching	search	VERB
fbem-32010	93	13	for	for	ADP
fbem-32010	93	14	keywords	keyword	NOUN
fbem-32010	93	15	.	.	PUNCT
fbem-32010	94	1	jd.com	jd.com	PROPN
fbem-32010	94	2	's	's	PART
fbem-32010	94	3	"	"	PUNCT
fbem-32010	94	4	green	green	ADJ
fbem-32010	94	5	plan	plan	NOUN
fbem-32010	94	6	"	"	PUNCT
fbem-32010	94	7	has	have	VERB
fbem-32010	94	8	a	a	DET
fbem-32010	94	9	dedicated	dedicated	ADJ
fbem-32010	94	10	sustainable	sustainable	ADJ
fbem-32010	94	11	consumption	consumption	NOUN
fbem-32010	94	12	sect	sect	NOUN
fbem-32010	94	13	ion	ion	NOUN
fbem-32010	94	14	,	,	PUNCT
fbem-32010	94	15	screening	screen	VERB
fbem-32010	94	16	over	over	ADP
fbem-32010	94	17	3.56	3.56	NUM
fbem-32010	94	18	million	million	NUM
fbem-32010	94	19	low	low	ADJ
fbem-32010	94	20	-	-	PUNCT
fbem-32010	94	21	carbon	carbon	NOUN
fbem-32010	94	22	products	product	NOUN
fbem-32010	94	23	and	and	CCONJ
fbem-32010	94	24	labeling	label	VERB
fbem-32010	94	25	them	they	PRON
fbem-32010	94	26	based	base	VERB
fbem-32010	94	27	on	on	ADP
fbem-32010	94	28	four	four	NUM
fbem-32010	94	29	criteria	criterion	NOUN
fbem-32010	94	30	,	,	PUNCT
fbem-32010	94	31	including	include	VERB
fbem-32010	94	32	product	product	NOUN
fbem-32010	94	33	qualifications	qualification	NOUN
fbem-32010	94	34	and	and	CCONJ
fbem-32010	94	35	packaging	packaging	NOUN
fbem-32010	94	36	materials	material	NOUN
fbem-32010	94	37	.	.	PUNCT
fbem-32010	95	1	green	green	ADJ
fbem-32010	95	2	products	product	NOUN
fbem-32010	95	3	like	like	ADP
fbem-32010	95	4	the	the	DET
fbem-32010	95	5	magnum	magnum	PROPN
fbem-32010	95	6	co	co	PROPN
fbem-32010	95	7	-branded	-branded	PROPN
fbem-32010	95	8	products	product	NOUN
fbem-32010	95	9	are	be	AUX
fbem-32010	95	10	made	make	VERB
fbem-32010	95	11	with	with	ADP
fbem-32010	95	12	sustainable	sustainable	ADJ
fbem-32010	95	13	ingredients	ingredient	NOUN
fbem-32010	95	14	and	and	CCONJ
fbem-32010	95	15	feature	feature	VERB
fbem-32010	95	16	recyclable	recyclable	ADJ
fbem-32010	95	17	packaging	packaging	NOUN
fbem-32010	95	18	,	,	PUNCT
fbem-32010	95	19	making	make	VERB
fbem-32010	95	20	"	"	PUNCT
fbem-32010	95	21	green	green	ADJ
fbem-32010	95	22	"	"	PUNCT
fbem-32010	95	23	more	more	ADJ
fbem-32010	95	24	than	than	ADP
fbem-32010	95	25	an	an	DET
fbem-32010	95	26	abstract	abstract	ADJ
fbem-32010	95	27	concept	concept	NOUN
fbem-32010	95	28	and	and	CCONJ
fbem-32010	95	29	making	make	VERB
fbem-32010	95	30	it	it	PRON
fbem-32010	95	31	tangible	tangible	ADJ
fbem-32010	95	32	.	.	PUNCT
fbem-32010	96	1	intelligent	intelligent	ADJ
fbem-32010	96	2	recommendation	recommendation	NOUN
fbem-32010	96	3	algorithms	algorithm	NOUN
fbem-32010	96	4	further	far	ADV
fbem-32010	96	5	help	help	VERB
fbem-32010	96	6	green	green	ADJ
fbem-32010	96	7	products	product	NOUN
fbem-32010	96	8	improve	improve	VERB
fbem-32010	96	9	conversion	conversion	NOUN
fbem-32010	96	10	rates	rate	NOUN
fbem-32010	96	11	.	.	PUNCT
fbem-32010	97	1	amazon	amazon	PROPN
fbem-32010	97	2	's	's	PART
fbem-32010	97	3	"	"	PUNCT
fbem-32010	97	4	climate	climate	NOUN
fbem-32010	97	5	pledge	pledge	NOUN
fbem-32010	97	6	friendly	friendly	ADJ
fbem-32010	97	7	"	"	PUNCT
fbem-32010	97	8	section	section	NOUN
fbem-32010	97	9	uses	use	VERB
fbem-32010	97	10	machine	machine	NOUN
fbem-32010	97	11	learning	learn	VERB
fbem-32010	97	12	to	to	PART
fbem-32010	97	13	analyze	analyze	VERB
fbem-32010	97	14	users	user	NOUN
fbem-32010	97	15	'	'	PART
fbem-32010	97	16	purchase	purchase	NOUN
fbem-32010	97	17	history	history	NOUN
fbem-32010	97	18	and	and	CCONJ
fbem-32010	97	19	browsing	browse	VERB
fbem-32010	97	20	preferences	preference	NOUN
fbem-32010	97	21	,	,	PUNCT
fbem-32010	97	22	precisely	precisely	ADV
fbem-32010	97	23	recommending	recommend	VERB
fbem-32010	97	24	certified	certified	ADJ
fbem-32010	97	25	products	product	NOUN
fbem-32010	97	26	to	to	ADP
fbem-32010	97	27	those	those	PRON
fbem-32010	97	28	likely	likely	ADJ
fbem-32010	97	29	to	to	PART
fbem-32010	97	30	be	be	AUX
fbem-32010	97	31	green	green	ADJ
fbem-32010	97	32	consumers	consumer	NOUN
fbem-32010	97	33	[	[	X
fbem-32010	97	34	5	5	NUM
fbem-32010	97	35	]	]	PUNCT
fbem-32010	97	36	.	.	PUNCT
fbem-32010	98	1	it	it	PRON
fbem-32010	98	2	also	also	ADV
fbem-32010	98	3	provides	provide	VERB
fbem-32010	98	4	third	third	ADJ
fbem-32010	98	5	-	-	PUNCT
fbem-32010	98	6	party	party	NOUN
fbem-32010	98	7	sustainability	sustainability	NOUN
fbem-32010	98	8	information	information	NOUN
fbem-32010	98	9	query	query	NOUN
fbem-32010	98	10	services	service	NOUN
fbem-32010	98	11	.	.	PUNCT
fbem-32010	99	1	this	this	DET
fbem-32010	99	2	system	system	NOUN
fbem-32010	99	3	has	have	AUX
fbem-32010	99	4	increased	increase	VERB
fbem-32010	99	5	the	the	DET
fbem-32010	99	6	exposure	exposure	NOUN
fbem-32010	99	7	of	of	ADP
fbem-32010	99	8	green	green	ADJ
fbem-32010	99	9	products	product	NOUN
fbem-32010	99	10	by	by	ADP
fbem-32010	99	11	30	30	NUM
fbem-32010	99	12	%	%	NOUN
fbem-32010	99	13	and	and	CCONJ
fbem-32010	99	14	driven	drive	VERB
fbem-32010	99	15	a	a	DET
fbem-32010	99	16	40	40	NUM
fbem-32010	99	17	%	%	NOUN
fbem-32010	99	18	increase	increase	NOUN
fbem-32010	99	19	in	in	ADP
fbem-32010	99	20	sales	sale	NOUN
fbem-32010	99	21	of	of	ADP
fbem-32010	99	22	categories	category	NOUN
fbem-32010	99	23	such	such	ADJ
fbem-32010	99	24	as	as	ADP
fbem-32010	99	25	organic	organic	ADJ
fbem-32010	99	26	coffee	coffee	NOUN
fbem-32010	99	27	.	.	PUNCT
fbem-32010	100	1	jd.com	jd.com	PROPN
fbem-32010	100	2	also	also	ADV
fbem-32010	100	3	built	build	VERB
fbem-32010	100	4	an	an	DET
fbem-32010	100	5	energy	energy	NOUN
fbem-32010	100	6	efficiency	efficiency	NOUN
fbem-32010	100	7	recommendation	recommendation	NOUN
fbem-32010	100	8	model	model	NOUN
fbem-32010	100	9	based	base	VERB
fbem-32010	100	10	on	on	ADP
fbem-32010	100	11	carbon	carbon	NOUN
fbem-32010	100	12	footprint	footprint	NOUN
fbem-32010	100	13	api	api	NOUN
fbem-32010	100	14	data	datum	NOUN
fbem-32010	100	15	,	,	PUNCT
fbem-32010	100	16	prioritizing	prioritize	VERB
fbem-32010	100	17	top	top	ADJ
fbem-32010	100	18	-	-	PUNCT
fbem-32010	100	19	tier	tier	NOUN
fbem-32010	100	20	energy	energy	NOUN
fbem-32010	100	21	-	-	PUNCT
fbem-32010	100	22	efficient	efficient	ADJ
fbem-32010	100	23	appliances	appliance	NOUN
fbem-32010	100	24	.	.	PUNCT
fbem-32010	101	1	one	one	NUM
fbem-32010	101	2	brand	brand	NOUN
fbem-32010	101	3	's	's	PART
fbem-32010	101	4	air	air	NOUN
fbem-32010	101	5	conditioner	conditioner	NOUN
fbem-32010	101	6	sales	sale	NOUN
fbem-32010	101	7	increased	increase	VERB
fbem-32010	101	8	by	by	ADP
fbem-32010	101	9	18	18	NUM
fbem-32010	101	10	%	%	NOUN
fbem-32010	101	11	after	after	ADP
fbem-32010	101	12	integration	integration	NOUN
fbem-32010	101	13	.	.	PUNCT
fbem-32010	102	1	in	in	ADP
fbem-32010	102	2	the	the	DET
fbem-32010	102	3	apparel	apparel	NOUN
fbem-32010	102	4	category	category	NOUN
fbem-32010	102	5	,	,	PUNCT
fbem-32010	102	6	the	the	DET
fbem-32010	102	7	company	company	NOUN
fbem-32010	102	8	prioritized	prioritize	VERB
fbem-32010	102	9	recycled	recycle	VERB
fbem-32010	102	10	polyester	polyester	NOUN
fbem-32010	102	11	products	product	NOUN
fbem-32010	102	12	,	,	PUNCT
fbem-32010	102	13	increasing	increase	VERB
fbem-32010	102	14	the	the	DET
fbem-32010	102	15	sales	sale	NOUN
fbem-32010	102	16	share	share	NOUN
fbem-32010	102	17	of	of	ADP
fbem-32010	102	18	these	these	DET
fbem-32010	102	19	eco	eco	NOUN
fbem-32010	102	20	-friendly	-friendly	PROPN
fbem-32010	102	21	lines	line	NOUN
fbem-32010	102	22	from	from	ADP
fbem-32010	102	23	12	12	NUM
fbem-32010	102	24	%	%	NOUN
fbem-32010	102	25	to	to	PART
fbem-32010	102	26	25	25	NUM
fbem-32010	102	27	%	%	NOUN
fbem-32010	102	28	.	.	PUNCT
fbem-32010	103	1	gamified	gamifie	VERB
fbem-32010	103	2	incentives	incentive	NOUN
fbem-32010	103	3	also	also	ADV
fbem-32010	103	4	lower	lower	VERB
fbem-32010	103	5	the	the	DET
fbem-32010	103	6	barrier	barrier	NOUN
fbem-32010	103	7	to	to	ADP
fbem-32010	103	8	entry	entry	NOUN
fbem-32010	103	9	for	for	ADP
fbem-32010	103	10	green	green	ADJ
fbem-32010	103	11	consumption	consumption	NOUN
fbem-32010	103	12	.	.	PUNCT
fbem-32010	104	1	taobao	taobao	PROPN
fbem-32010	104	2	's	's	PART
fbem-32010	104	3	"	"	PUNCT
fbem-32010	104	4	green	green	ADJ
fbem-32010	104	5	park	park	NOUN
fbem-32010	104	6	"	"	PUNCT
fbem-32010	104	7	platform	platform	NOUN
fbem-32010	104	8	has	have	AUX
fbem-32010	104	9	implemented	implement	VERB
fbem-32010	104	10	a	a	DET
fbem-32010	104	11	"	"	PUNCT
fbem-32010	104	12	little	little	ADJ
fbem-32010	104	13	green	green	ADJ
fbem-32010	104	14	flower	flower	NOUN
fbem-32010	104	15	"	"	PUNCT
fbem-32010	104	16	points	point	NOUN
fbem-32010	104	17	system	system	NOUN
fbem-32010	104	18	,	,	PUNCT
fbem-32010	104	19	converting	convert	VERB
fbem-32010	104	20	behaviors	behavior	NOUN
fbem-32010	104	21	like	like	ADP
fbem-32010	104	22	purchasing	purchase	VERB
fbem-32010	104	23	green	green	ADJ
fbem-32010	104	24	products	product	NOUN
fbem-32010	104	25	and	and	CCONJ
fbem-32010	104	26	choosing	choose	VERB
fbem-32010	104	27	minimalist	minimalist	ADJ
fbem-32010	104	28	packaging	packaging	NOUN
fbem-32010	104	29	into	into	ADP
fbem-32010	104	30	redeemable	redeemable	NOUN
fbem-32010	104	31	rewards	reward	NOUN
fbem-32010	104	32	.	.	PUNCT
fbem-32010	105	1	consumers	consumer	NOUN
fbem-32010	105	2	can	can	AUX
fbem-32010	105	3	use	use	VERB
fbem-32010	105	4	these	these	DET
fbem-32010	105	5	points	point	NOUN
fbem-32010	105	6	to	to	PART
fbem-32010	105	7	redeem	redeem	VERB
fbem-32010	105	8	eco	eco	NOUN
fbem-32010	105	9	-	-	PUNCT
fbem-32010	105	10	friendly	friendly	ADJ
fbem-32010	105	11	products	product	NOUN
fbem-32010	105	12	and	and	CCONJ
fbem-32010	105	13	participate	participate	VERB
fbem-32010	105	14	in	in	ADP
fbem-32010	105	15	public	public	ADJ
fbem-32010	105	16	welfare	welfare	NOUN
fbem-32010	105	17	projects	project	NOUN
fbem-32010	105	18	.	.	PUNCT
fbem-32010	106	1	during	during	ADP
fbem-32010	106	2	the	the	DET
fbem-32010	106	3	618	618	NUM
fbem-32010	106	4	shopping	shopping	NOUN
fbem-32010	106	5	festival	festival	NOUN
fbem-32010	106	6	,	,	PUNCT
fbem-32010	106	7	the	the	DET
fbem-32010	106	8	platform	platform	NOUN
fbem-32010	106	9	partnered	partner	VERB
fbem-32010	106	10	with	with	ADP
fbem-32010	106	11	over	over	ADP
fbem-32010	106	12	40	40	NUM
fbem-32010	106	13	brands	brand	NOUN
fbem-32010	106	14	to	to	PART
fbem-32010	106	15	promote	promote	VERB
fbem-32010	106	16	minimalist	minimalist	ADJ
fbem-32010	106	17	packaging	packaging	NOUN
fbem-32010	106	18	,	,	PUNCT
fbem-32010	106	19	using	use	VERB
fbem-32010	106	20	these	these	DET
fbem-32010	106	21	incentives	incentive	NOUN
fbem-32010	106	22	to	to	PART
fbem-32010	106	23	help	help	VERB
fbem-32010	106	24	consumers	consumer	NOUN
fbem-32010	106	25	develop	develop	VERB
fbem-32010	106	26	green	green	ADJ
fbem-32010	106	27	habits	habit	NOUN
fbem-32010	106	28	.	.	PUNCT
fbem-32010	107	1	mckinsey	mckinsey	PROPN
fbem-32010	107	2	research	research	NOUN
fbem-32010	107	3	shows	show	VERB
fbem-32010	107	4	that	that	SCONJ
fbem-32010	107	5	if	if	SCONJ
fbem-32010	107	6	the	the	DET
fbem-32010	107	7	price	price	NOUN
fbem-32010	107	8	premium	premium	NOUN
fbem-32010	107	9	for	for	ADP
fbem-32010	107	10	green	green	ADJ
fbem-32010	107	11	products	product	NOUN
fbem-32010	107	12	is	be	AUX
fbem-32010	107	13	kept	keep	VERB
fbem-32010	107	14	within	within	ADP
fbem-32010	107	15	5	5	NUM
fbem-32010	107	16	%	%	NOUN
fbem-32010	107	17	and	and	CCONJ
fbem-32010	107	18	is	be	AUX
fbem-32010	107	19	accompanied	accompany	VERB
fbem-32010	107	20	by	by	ADP
fbem-32010	107	21	clear	clear	ADJ
fbem-32010	107	22	environmental	environmental	ADJ
fbem-32010	107	23	labeling	labeling	NOUN
fbem-32010	107	24	,	,	PUNCT
fbem-32010	107	25	consumer	consumer	NOUN
fbem-32010	107	26	acceptance	acceptance	NOUN
fbem-32010	107	27	will	will	AUX
fbem-32010	107	28	reach	reach	VERB
fbem-32010	107	29	70	70	NUM
fbem-32010	107	30	%	%	NOUN
fbem-32010	107	31	,	,	PUNCT
fbem-32010	107	32	and	and	CCONJ
fbem-32010	107	33	personalized	personalized	ADJ
fbem-32010	107	34	recommendations	recommendation	NOUN
fbem-32010	107	35	can	can	AUX
fbem-32010	107	36	increase	increase	VERB
fbem-32010	107	37	this	this	DET
fbem-32010	107	38	percentage	percentage	NOUN
fbem-32010	107	39	by	by	ADP
fbem-32010	107	40	another	another	DET
fbem-32010	107	41	15	15	NUM
fbem-32010	107	42	%	%	NOUN
fbem-32010	107	43	.	.	PUNCT
fbem-32010	108	1	these	these	DET
fbem-32010	108	2	practices	practice	NOUN
fbem-32010	108	3	demonstrate	demonstrate	VERB
fbem-32010	108	4	that	that	SCONJ
fbem-32010	108	5	machine	machine	NOUN
fbem-32010	108	6	learning	learning	NOUN
fbem-32010	108	7	can	can	AUX
fbem-32010	108	8	not	not	PART
fbem-32010	108	9	only	only	ADV
fbem-32010	108	10	accurately	accurately	ADV
fbem-32010	108	11	match	match	VERB
fbem-32010	108	12	consumer	consumer	NOUN
fbem-32010	108	13	needs	need	NOUN
fbem-32010	108	14	but	but	CCONJ
fbem-32010	108	15	also	also	ADV
fbem-32010	108	16	reduce	reduce	VERB
fbem-32010	108	17	the	the	DET
fbem-32010	108	18	decision	decision	NOUN
fbem-32010	108	19	-	-	PUNCT
fbem-32010	108	20	making	make	VERB
fbem-32010	108	21	costs	cost	NOUN
fbem-32010	108	22	of	of	ADP
fbem-32010	108	23	green	green	ADJ
fbem-32010	108	24	consumption	consumption	NOUN
fbem-32010	108	25	through	through	ADP
fbem-32010	108	26	scenario	scenario	NOUN
fbem-32010	108	27	-	-	PUNCT
fbem-32010	108	28	based	base	VERB
fbem-32010	108	29	design	design	NOUN
fbem-32010	108	30	,	,	PUNCT
fbem-32010	108	31	forming	form	VERB
fbem-32010	108	32	a	a	DET
fbem-32010	108	33	sustainable	sustainable	ADJ
fbem-32010	108	34	closed	closed	ADJ
fbem-32010	108	35	loop	loop	NOUN
fbem-32010	108	36	of	of	ADP
fbem-32010	108	37	"	"	PUNCT
fbem-32010	108	38	guidance	guidance	NOUN
fbem-32010	108	39	-	-	PUNCT
fbem-32010	108	40	consumption	consumption	NOUN
fbem-32010	108	41	-	-	PUNCT
fbem-32010	108	42	habit	habit	NOUN
fbem-32010	108	43	formation	formation	NOUN
fbem-32010	108	44	.	.	PUNCT
fbem-32010	108	45	"	"	PUNCT
fbem-32010	109	1	6	6	NUM
fbem-32010	109	2	.	.	PUNCT
fbem-32010	109	3	challenges	challenge	NOUN
fbem-32010	109	4	and	and	CCONJ
fbem-32010	109	5	collaborative	collaborative	ADJ
fbem-32010	109	6	countermeasures	countermeasure	NOUN
fbem-32010	109	7	for	for	ADP
fbem-32010	109	8	green	green	ADJ
fbem-32010	109	9	transformation	transformation	NOUN
fbem-32010	109	10	in	in	ADP
fbem-32010	109	11	e	e	PROPN
fbem-32010	109	12	-	-	NOUN
fbem-32010	109	13	commerce	commerce	NOUN
fbem-32010	109	14	supply	supply	NOUN
fbem-32010	109	15	chains	chain	NOUN
fbem-32010	109	16	machine	machine	NOUN
fbem-32010	109	17	learning	learning	NOUN
fbem-32010	109	18	still	still	ADV
fbem-32010	109	19	faces	face	VERB
fbem-32010	109	20	multiple	multiple	ADJ
fbem-32010	109	21	challenges	challenge	NOUN
fbem-32010	109	22	in	in	ADP
fbem-32010	109	23	promoting	promote	VERB
fbem-32010	109	24	green	green	ADJ
fbem-32010	109	25	transformation	transformation	NOUN
fbem-32010	109	26	in	in	ADP
fbem-32010	109	27	the	the	DET
fbem-32010	109	28	supply	supply	NOUN
fbem-32010	109	29	chain	chain	NOUN
fbem-32010	109	30	:	:	PUNCT
fbem-32010	109	31	technical	technical	ADJ
fbem-32010	109	32	,	,	PUNCT
fbem-32010	109	33	cost	cost	NOUN
fbem-32010	109	34	,	,	PUNCT
fbem-32010	109	35	and	and	CCONJ
fbem-32010	109	36	cognitive	cognitive	ADJ
fbem-32010	109	37	.	.	PUNCT
fbem-32010	110	1	data	datum	NOUN
fbem-32010	110	2	silos	silo	NOUN
fbem-32010	110	3	are	be	AUX
fbem-32010	110	4	a	a	DET
fbem-32010	110	5	primary	primary	ADJ
fbem-32010	110	6	obstacle	obstacle	NOUN
fbem-32010	110	7	.	.	PUNCT
fbem-32010	111	1	supply	supply	NOUN
fbem-32010	111	2	chain	chain	NOUN
fbem-32010	111	3	data	datum	NOUN
fbem-32010	111	4	is	be	AUX
fbem-32010	111	5	scattered	scatter	VERB
fbem-32010	111	6	across	across	ADP
fbem-32010	111	7	multiple	multiple	ADJ
fbem-32010	111	8	entities	entity	NOUN
fbem-32010	111	9	,	,	PUNCT
fbem-32010	111	10	such	such	ADJ
fbem-32010	111	11	as	as	ADP
fbem-32010	111	12	erp	erp	PROPN
fbem-32010	111	13	systems	system	NOUN
fbem-32010	111	14	,	,	PUNCT
fbem-32010	111	15	logistics	logistic	NOUN
fbem-32010	111	16	nodes	node	NOUN
fbem-32010	111	17	,	,	PUNCT
fbem-32010	111	18	and	and	CCONJ
fbem-32010	111	19	suppliers	supplier	NOUN
fbem-32010	111	20	,	,	PUNCT
fbem-32010	111	21	with	with	ADP
fbem-32010	111	22	varying	vary	VERB
fbem-32010	111	23	formats	format	NOUN
fbem-32010	111	24	and	and	CCONJ
fbem-32010	111	25	standards	standard	NOUN
fbem-32010	111	26	.	.	PUNCT
fbem-32010	112	1	an	an	DET
fbem-32010	112	2	amazon	amazon	NOUN
fbem-32010	112	3	web	web	NOUN
fbem-32010	112	4	services	service	NOUN
fbem-32010	112	5	survey	survey	NOUN
fbem-32010	112	6	shows	show	VERB
fbem-32010	112	7	that	that	SCONJ
fbem-32010	112	8	supply	supply	NOUN
fbem-32010	112	9	chain	chain	NOUN
fbem-32010	112	10	teams	team	NOUN
fbem-32010	112	11	spend	spend	VERB
fbem-32010	112	12	a	a	DET
fbem-32010	112	13	significant	significant	ADJ
fbem-32010	112	14	amount	amount	NOUN
fbem-32010	112	15	of	of	ADP
fbem-32010	112	16	time	time	NOUN
fbem-32010	112	17	integrating	integrate	VERB
fbem-32010	112	18	disparate	disparate	ADJ
fbem-32010	112	19	data	datum	NOUN
fbem-32010	112	20	,	,	PUNCT
fbem-32010	112	21	resulting	result	VERB
fbem-32010	112	22	in	in	ADP
fbem-32010	112	23	70	70	NUM
fbem-32010	112	24	%	%	NOUN
fbem-32010	112	25	of	of	ADP
fbem-32010	112	26	companies	company	NOUN
fbem-32010	112	27	missing	miss	VERB
fbem-32010	112	28	out	out	ADP
fbem-32010	112	29	on	on	ADP
fbem-32010	112	30	opportunities	opportunity	NOUN
fbem-32010	112	31	to	to	PART
fbem-32010	112	32	unlock	unlock	VERB
fbem-32010	112	33	dat	dat	ADJ
fbem-32010	112	34	a	a	DET
fbem-32010	112	35	value	value	NOUN
fbem-32010	112	36	.	.	PUNCT
fbem-32010	113	1	jd	jd	NOUN
fbem-32010	113	2	logistics	logistic	NOUN
fbem-32010	113	3	has	have	AUX
fbem-32010	113	4	reduced	reduce	VERB
fbem-32010	113	5	data	data	NOUN
fbem-32010	113	6	integration	integration	NOUN
fbem-32010	113	7	time	time	NOUN
fbem-32010	113	8	from	from	ADP
fbem-32010	113	9	weeks	week	NOUN
fbem-32010	113	10	to	to	ADP
fbem-32010	113	11	minutes	minute	NOUN
fbem-32010	113	12	by	by	ADP
fbem-32010	113	13	pre	pre	ADJ
fbem-32010	113	14	-	-	ADJ
fbem-32010	113	15	built	build	VERB
fbem-32010	113	16	connectors	connector	NOUN
fbem-32010	113	17	to	to	ADP
fbem-32010	113	18	systems	system	NOUN
fbem-32010	113	19	like	like	ADP
fbem-32010	113	20	sap	sap	PROPN
fbem-32010	113	21	ecc	ecc	PROPN
fbem-32010	113	22	,	,	PUNCT
fbem-32010	113	23	but	but	CCONJ
fbem-32010	113	24	small	small	ADJ
fbem-32010	113	25	and	and	CCONJ
fbem-32010	113	26	medium	medium	ADJ
fbem-32010	113	27	-	-	PUNCT
fbem-32010	113	28	sized	sized	ADJ
fbem-32010	113	29	enterprises	enterprise	NOUN
fbem-32010	113	30	still	still	ADV
fbem-32010	113	31	face	face	VERB
fbem-32010	113	32	technical	technical	ADJ
fbem-32010	113	33	limitations	limitation	NOUN
fbem-32010	113	34	.	.	PUNCT
fbem-32010	114	1	cost	cost	NOUN
fbem-32010	114	2	pressures	pressure	NOUN
fbem-32010	114	3	and	and	CCONJ
fbem-32010	114	4	technical	technical	ADJ
fbem-32010	114	5	barriers	barrier	NOUN
fbem-32010	114	6	hinder	hinder	VERB
fbem-32010	114	7	the	the	DET
fbem-32010	114	8	large	large	ADJ
fbem-32010	114	9	-	-	PUNCT
fbem-32010	114	10	scale	scale	NOUN
fbem-32010	114	11	application	application	NOUN
fbem-32010	114	12	of	of	ADP
fbem-32010	114	13	green	green	ADJ
fbem-32010	114	14	technologies	technology	NOUN
fbem-32010	114	15	.	.	PUNCT
fbem-32010	115	1	although	although	SCONJ
fbem-32010	115	2	jd	jd	PROPN
fbem-32010	115	3	's	's	PART
fbem-32010	115	4	"	"	PUNCT
fbem-32010	115	5	jingtanhui	jingtanhui	ADJ
fbem-32010	115	6	"	"	PUNCT
fbem-32010	115	7	platform	platform	NOUN
fbem-32010	115	8	has	have	AUX
fbem-32010	115	9	achieved	achieve	VERB
fbem-32010	115	10	a	a	DET
fbem-32010	115	11	60	60	NUM
fbem-32010	115	12	%	%	NOUN
fbem-32010	115	13	reduction	reduction	NOUN
fbem-32010	115	14	in	in	ADP
fbem-32010	115	15	carbon	carbon	NOUN
fbem-32010	115	16	footprint	footprint	NOUN
fbem-32010	115	17	accounting	accounting	NOUN
fbem-32010	115	18	costs	cost	NOUN
fbem-32010	115	19	,	,	PUNCT
fbem-32010	115	20	the	the	DET
fbem-32010	115	21	initial	initial	ADJ
fbem-32010	115	22	investment	investment	NOUN
fbem-32010	115	23	in	in	ADP
fbem-32010	115	24	blockchain	blockchain	PROPN
fbem-32010	115	25	evidence	evidence	NOUN
fbem-32010	115	26	storage	storage	NOUN
fbem-32010	115	27	and	and	CCONJ
fbem-32010	115	28	iot	iot	ADJ
fbem-32010	115	29	device	device	NOUN
fbem-32010	115	30	deployment	deployment	NOUN
fbem-32010	115	31	remains	remain	VERB
fbem-32010	115	32	prohibitive	prohibitive	ADJ
fbem-32010	115	33	for	for	ADP
fbem-32010	115	34	many	many	ADJ
fbem-32010	115	35	small	small	ADJ
fbem-32010	115	36	and	and	CCONJ
fbem-32010	115	37	medium	medium	ADJ
fbem-32010	115	38	-	-	PUNCT
fbem-32010	115	39	sized	sized	ADJ
fbem-32010	115	40	ecommerce	ecommerce	NOUN
fbem-32010	115	41	companies	company	NOUN
fbem-32010	115	42	.	.	PUNCT
fbem-32010	116	1	gartner	gartner	PROPN
fbem-32010	116	2	notes	note	VERB
fbem-32010	116	3	that	that	SCONJ
fbem-32010	116	4	the	the	DET
fbem-32010	116	5	widening	widen	VERB
fbem-32010	116	6	supply	supply	NOUN
fbem-32010	116	7	chain	chain	NOUN
fbem-32010	116	8	talent	talent	NOUN
fbem-32010	116	9	gap	gap	NOUN
fbem-32010	116	10	exacerbates	exacerbate	VERB
fbem-32010	116	11	the	the	DET
fbem-32010	116	12	challenges	challenge	NOUN
fbem-32010	116	13	of	of	ADP
fbem-32010	116	14	technology	technology	NOUN
fbem-32010	116	15	implementation	implementation	NOUN
fbem-32010	116	16	.	.	PUNCT
fbem-32010	117	1	inexperienced	inexperienced	ADJ
fbem-32010	117	2	operators	operator	NOUN
fbem-32010	117	3	struggle	struggle	VERB
fbem-32010	117	4	to	to	PART
fbem-32010	117	5	fully	fully	ADV
fbem-32010	117	6	leverage	leverage	VERB
fbem-32010	117	7	the	the	DET
fbem-32010	117	8	effectiveness	effectiveness	NOUN
fbem-32010	117	9	of	of	ADP
fbem-32010	117	10	machine	machine	NOUN
fbem-32010	117	11	learning	learning	NOUN
fbem-32010	117	12	models	model	NOUN
fbem-32010	117	13	,	,	PUNCT
fbem-32010	117	14	requiring	require	VERB
fbem-32010	117	15	the	the	DET
fbem-32010	117	16	transfer	transfer	NOUN
fbem-32010	117	17	of	of	ADP
fbem-32010	117	18	practical	practical	ADJ
fbem-32010	117	19	knowledge	knowledge	NOUN
fbem-32010	117	20	through	through	ADP
fbem-32010	117	21	digital	digital	ADJ
fbem-32010	117	22	tools	tool	NOUN
fbem-32010	117	23	.	.	PUNCT
fbem-32010	118	1	furthermore	furthermore	ADV
fbem-32010	118	2	,	,	PUNCT
fbem-32010	118	3	consumer	consumer	NOUN
fbem-32010	118	4	trust	trust	NOUN
fbem-32010	118	5	in	in	ADP
fbem-32010	118	6	green	green	ADJ
fbem-32010	118	7	labels	label	NOUN
fbem-32010	118	8	varies	vary	VERB
fbem-32010	118	9	widely	widely	ADV
fbem-32010	118	10	.	.	PUNCT
fbem-32010	119	1	a	a	DET
fbem-32010	119	2	survey	survey	NOUN
fbem-32010	119	3	shows	show	VERB
fbem-32010	119	4	that	that	SCONJ
fbem-32010	119	5	only	only	ADV
fbem-32010	119	6	45	45	NUM
fbem-32010	119	7	%	%	NOUN
fbem-32010	119	8	of	of	ADP
fbem-32010	119	9	consumers	consumer	NOUN
fbem-32010	119	10	fully	fully	ADV
fbem-32010	119	11	trust	trust	VERB
fbem-32010	119	12	the	the	DET
fbem-32010	119	13	environmental	environmental	ADJ
fbem-32010	119	14	certifications	certification	NOUN
fbem-32010	119	15	of	of	ADP
fbem-32010	119	16	e	e	NOUN
fbem-32010	119	17	-	-	NOUN
fbem-32010	119	18	commerce	commerce	NOUN
fbem-32010	119	19	platforms	platform	NOUN
fbem-32010	119	20	.	.	PUNCT
fbem-32010	120	1	insufficient	insufficient	ADJ
fbem-32010	120	2	data	datum	NOUN
fbem-32010	120	3	transparency	transparency	NOUN
fbem-32010	120	4	and	and	CCONJ
fbem-32010	120	5	third	third	ADJ
fbem-32010	120	6	-	-	PUNCT
fbem-32010	120	7	party	party	NOUN
fbem-32010	120	8	endorsements	endorsement	NOUN
fbem-32010	120	9	hinder	hinder	VERB
fbem-32010	120	10	effective	effective	ADJ
fbem-32010	120	11	guidance	guidance	NOUN
fbem-32010	120	12	.	.	PUNCT
fbem-32010	121	1	addressing	address	VERB
fbem-32010	121	2	these	these	DET
fbem-32010	121	3	challenges	challenge	NOUN
fbem-32010	121	4	requires	require	VERB
fbem-32010	121	5	building	build	VERB
fbem-32010	121	6	collaborative	collaborative	ADJ
fbem-32010	121	7	solutions	solution	NOUN
fbem-32010	121	8	.	.	PUNCT
fbem-32010	122	1	on	on	ADP
fbem-32010	122	2	a	a	DET
fbem-32010	122	3	technical	technical	ADJ
fbem-32010	122	4	level	level	NOUN
fbem-32010	122	5	,	,	PUNCT
fbem-32010	122	6	componentized	componentized	ADJ
fbem-32010	122	7	algorithmic	algorithmic	ADJ
fbem-32010	122	8	solutions	solution	NOUN
fbem-32010	122	9	,	,	PUNCT
fbem-32010	122	10	such	such	ADJ
fbem-32010	122	11	as	as	ADP
fbem-32010	122	12	the	the	DET
fbem-32010	122	13	api	api	NOUN
fbem-32010	122	14	and	and	CCONJ
fbem-32010	122	15	visualization	visualization	NOUN
fbem-32010	122	16	tools	tool	NOUN
fbem-32010	122	17	provided	provide	VERB
fbem-32010	122	18	by	by	ADP
fbem-32010	122	19	cainiao	cainiao	NOUN
fbem-32010	122	20	's	's	PART
fbem-32010	122	21	greed	greed	NOUN
fbem-32010	122	22	solver	solver	NOUN
fbem-32010	122	23	,	,	PUNCT
fbem-32010	122	24	should	should	AUX
fbem-32010	122	25	be	be	AUX
fbem-32010	122	26	promoted	promote	VERB
fbem-32010	122	27	to	to	PART
fbem-32010	122	28	lower	lower	VERB
fbem-32010	122	29	the	the	DET
fbem-32010	122	30	barrier	barrier	NOUN
fbem-32010	122	31	to	to	ADP
fbem-32010	122	32	adoption	adoption	NOUN
fbem-32010	122	33	for	for	ADP
fbem-32010	122	34	small	small	ADJ
fbem-32010	122	35	and	and	CCONJ
fbem-32010	122	36	medium	medium	ADJ
fbem-32010	122	37	-	-	PUNCT
fbem-32010	122	38	sized	sized	ADJ
fbem-32010	122	39	enterprises	enterprise	NOUN
fbem-32010	122	40	.	.	PUNCT
fbem-32010	123	1	on	on	ADP
fbem-32010	123	2	a	a	DET
fbem-32010	123	3	policy	policy	NOUN
fbem-32010	123	4	level	level	NOUN
fbem-32010	123	5	,	,	PUNCT
fbem-32010	123	6	unified	unified	ADJ
fbem-32010	123	7	supply	supply	NOUN
fbem-32010	123	8	chain	chain	NOUN
fbem-32010	123	9	carbon	carbon	NOUN
fbem-32010	123	10	accounting	accounting	NOUN
fbem-32010	123	11	standards	standard	NOUN
fbem-32010	123	12	should	should	AUX
fbem-32010	123	13	be	be	AUX
fbem-32010	123	14	established	establish	VERB
fbem-32010	123	15	,	,	PUNCT
fbem-32010	123	16	drawing	draw	VERB
fbem-32010	123	17	on	on	ADP
fbem-32010	123	18	the	the	DET
fbem-32010	123	19	carbon	carbon	NOUN
fbem-32010	123	20	data	datum	NOUN
fbem-32010	123	21	disclosure	disclosure	NOUN
fbem-32010	123	22	requirements	requirement	NOUN
fbem-32010	123	23	of	of	ADP
fbem-32010	123	24	the	the	DET
fbem-32010	123	25	eu	eu	PROPN
fbem-32010	123	26	cbam	cbam	NOUN
fbem-32010	123	27	mechanism	mechanism	NOUN
fbem-32010	123	28	.	.	PUNCT
fbem-32010	124	1	jd.com	jd.com	PROPN
fbem-32010	124	2	's	's	PART
fbem-32010	124	3	carbon	carbon	NOUN
fbem-32010	124	4	footprint	footprint	NOUN
fbem-32010	124	5	api	api	NOUN
fbem-32010	124	6	already	already	ADV
fbem-32010	124	7	supports	support	VERB
fbem-32010	124	8	conversion	conversion	NOUN
fbem-32010	124	9	to	to	ADP
fbem-32010	124	10	multiple	multiple	ADJ
fbem-32010	124	11	standards	standard	NOUN
fbem-32010	124	12	,	,	PUNCT
fbem-32010	124	13	including	include	VERB
fbem-32010	124	14	pas2050	pas2050	ADJ
fbem-32010	124	15	and	and	CCONJ
fbem-32010	124	16	iso14067	iso14067	NOUN
fbem-32010	124	17	,	,	PUNCT
fbem-32010	124	18	laying	lay	VERB
fbem-32010	124	19	the	the	DET
fbem-32010	124	20	foundation	foundation	NOUN
fbem-32010	124	21	for	for	ADP
fbem-32010	124	22	international	international	ADJ
fbem-32010	124	23	integration	integration	NOUN
fbem-32010	124	24	.	.	PUNCT
fbem-32010	125	1	on	on	ADP
fbem-32010	125	2	an	an	DET
fbem-32010	125	3	educational	educational	ADJ
fbem-32010	125	4	level	level	NOUN
fbem-32010	125	5	,	,	PUNCT
fbem-32010	125	6	scenario	scenario	NOUN
fbem-32010	125	7	-	-	PUNCT
fbem-32010	125	8	based	base	VERB
fbem-32010	125	9	experiences	experience	NOUN
fbem-32010	125	10	like	like	ADP
fbem-32010	125	11	"	"	PUNCT
fbem-32010	125	12	green	green	ADJ
fbem-32010	125	13	park	park	NOUN
fbem-32010	125	14	"	"	PUNCT
fbem-32010	125	15	should	should	AUX
fbem-32010	125	16	be	be	AUX
fbem-32010	125	17	used	use	VERB
fbem-32010	125	18	to	to	PART
fbem-32010	125	19	enhance	enhance	VERB
fbem-32010	125	20	consumer	consumer	NOUN
fbem-32010	125	21	green	green	ADJ
fbem-32010	125	22	awareness	awareness	NOUN
fbem-32010	125	23	and	and	CCONJ
fbem-32010	125	24	strengthen	strengthen	VERB
fbem-32010	125	25	digital	digital	ADJ
fbem-32010	125	26	skills	skill	NOUN
fbem-32010	125	27	training	training	NOUN
fbem-32010	125	28	for	for	ADP
fbem-32010	125	29	supply	supply	NOUN
fbem-32010	125	30	chain	chain	NOUN
fbem-32010	125	31	practitioners	practitioner	NOUN
fbem-32010	125	32	.	.	PUNCT
fbem-32010	126	1	gartner	gartner	PROPN
fbem-32010	126	2	predicts	predict	VERB
fbem-32010	126	3	that	that	SCONJ
fbem-32010	126	4	by	by	ADP
fbem-32010	126	5	2025	2025	NUM
fbem-32010	126	6	,	,	PUNCT
fbem-32010	126	7	agentic	agentic	ADJ
fbem-32010	126	8	ai	ai	VERB
fbem-32010	126	9	will	will	AUX
fbem-32010	126	10	become	become	VERB
fbem-32010	126	11	a	a	DET
fbem-32010	126	12	core	core	NOUN
fbem-32010	126	13	supply	supply	NOUN
fbem-32010	126	14	chain	chain	NOUN
fbem-32010	126	15	technology	technology	NOUN
fbem-32010	126	16	,	,	PUNCT
fbem-32010	126	17	capable	capable	ADJ
fbem-32010	126	18	of	of	ADP
fbem-32010	126	19	autonomous	autonomous	ADJ
fbem-32010	126	20	adaptation	adaptation	NOUN
fbem-32010	126	21	and	and	CCONJ
fbem-32010	126	22	optimization	optimization	NOUN
fbem-32010	126	23	.	.	PUNCT
fbem-32010	127	1	in	in	ADP
fbem-32010	127	2	the	the	DET
fbem-32010	127	3	future	future	NOUN
fbem-32010	127	4	,	,	PUNCT
fbem-32010	127	5	we	we	PRON
fbem-32010	127	6	must	must	AUX
fbem-32010	127	7	focus	focus	VERB
fbem-32010	127	8	on	on	ADP
fbem-32010	127	9	developing	develop	VERB
fbem-32010	127	10	140	140	NUM
fbem-32010	127	11	dual	dual	ADJ
fbem-32010	127	12	-	-	PUNCT
fbem-32010	127	13	objective	objective	ADJ
fbem-32010	127	14	algorithms	algorithm	NOUN
fbem-32010	127	15	that	that	PRON
fbem-32010	127	16	optimize	optimize	VERB
fbem-32010	127	17	carbon	carbon	NOUN
fbem-32010	127	18	emissions	emission	NOUN
fbem-32010	127	19	and	and	CCONJ
fbem-32010	127	20	improve	improve	VERB
fbem-32010	127	21	efficiency	efficiency	NOUN
fbem-32010	127	22	,	,	PUNCT
fbem-32010	127	23	such	such	ADJ
fbem-32010	127	24	as	as	ADP
fbem-32010	127	25	jd.com	jd.com	PROPN
fbem-32010	127	26	's	's	PART
fbem-32010	127	27	mixed	mixed	ADJ
fbem-32010	127	28	-	-	PUNCT
fbem-32010	127	29	integer	integer	NOUN
fbem-32010	127	30	programming	programming	NOUN
fbem-32010	127	31	engine	engine	NOUN
fbem-32010	127	32	,	,	PUNCT
fbem-32010	127	33	which	which	PRON
fbem-32010	127	34	simultaneously	simultaneously	ADV
fbem-32010	127	35	minimizes	minimize	VERB
fbem-32010	127	36	costs	cost	NOUN
fbem-32010	127	37	and	and	CCONJ
fbem-32010	127	38	carbon	carbon	NOUN
fbem-32010	127	39	emissions	emission	NOUN
fbem-32010	127	40	[	[	X
fbem-32010	127	41	6	6	NUM
fbem-32010	127	42	]	]	PUNCT
fbem-32010	127	43	.	.	PUNCT
fbem-32010	128	1	we	we	PRON
fbem-32010	128	2	must	must	AUX
fbem-32010	128	3	also	also	ADV
fbem-32010	128	4	establish	establish	VERB
fbem-32010	128	5	a	a	DET
fbem-32010	128	6	crossenterprise	crossenterprise	ADJ
fbem-32010	128	7	carbon	carbon	NOUN
fbem-32010	128	8	data	datum	NOUN
fbem-32010	128	9	sharing	sharing	NOUN
fbem-32010	128	10	alliance	alliance	NOUN
fbem-32010	128	11	,	,	PUNCT
fbem-32010	128	12	modeled	model	VERB
fbem-32010	128	13	after	after	ADP
fbem-32010	128	14	the	the	DET
fbem-32010	128	15	collaborative	collaborative	ADJ
fbem-32010	128	16	model	model	NOUN
fbem-32010	128	17	of	of	ADP
fbem-32010	128	18	maersk	maersk	PROPN
fbem-32010	128	19	's	's	PART
fbem-32010	128	20	tradelens	tradelen	NOUN
fbem-32010	128	21	platform	platform	NOUN
fbem-32010	128	22	,	,	PUNCT
fbem-32010	128	23	to	to	PART
fbem-32010	128	24	achieve	achieve	VERB
fbem-32010	128	25	full	full	ADJ
fbem-32010	128	26	-	-	PUNCT
fbem-32010	128	27	chain	chain	NOUN
fbem-32010	128	28	emission	emission	NOUN
fbem-32010	128	29	reductions	reduction	NOUN
fbem-32010	128	30	through	through	ADP
fbem-32010	128	31	data	datum	NOUN
fbem-32010	128	32	interoperability	interoperability	NOUN
fbem-32010	128	33	.	.	PUNCT
fbem-32010	129	1	only	only	ADV
fbem-32010	129	2	through	through	ADP
fbem-32010	129	3	the	the	DET
fbem-32010	129	4	synergy	synergy	NOUN
fbem-32010	129	5	of	of	ADP
fbem-32010	129	6	technolo	technolo	ADJ
fbem-32010	129	7	gical	gical	ADJ
fbem-32010	129	8	innovation	innovation	NOUN
fbem-32010	129	9	,	,	PUNCT
fbem-32010	129	10	policy	policy	NOUN
fbem-32010	129	11	guidance	guidance	NOUN
fbem-32010	129	12	,	,	PUNCT
fbem-32010	129	13	and	and	CCONJ
fbem-32010	129	14	market	market	NOUN
fbem-32010	129	15	education	education	NOUN
fbem-32010	129	16	can	can	AUX
fbem-32010	129	17	we	we	PRON
fbem-32010	129	18	fully	fully	ADV
fbem-32010	129	19	unleash	unleash	VERB
fbem-32010	129	20	the	the	DET
fbem-32010	129	21	potential	potential	NOUN
fbem-32010	129	22	of	of	ADP
fbem-32010	129	23	machine	machine	NOUN
fbem-32010	129	24	learning	learning	NOUN
fbem-32010	129	25	in	in	ADP
fbem-32010	129	26	the	the	DET
fbem-32010	129	27	green	green	ADJ
fbem-32010	129	28	transformation	transformation	NOUN
fbem-32010	129	29	of	of	ADP
fbem-32010	129	30	the	the	DET
fbem-32010	129	31	supply	supply	NOUN
fbem-32010	129	32	chain	chain	NOUN
fbem-32010	129	33	.	.	PUNCT
fbem-32010	130	1	7	7	X
fbem-32010	130	2	.	.	X
fbem-32010	130	3	conclusion	conclusion	NOUN
fbem-32010	130	4	by	by	ADP
fbem-32010	130	5	analyzing	analyze	VERB
fbem-32010	130	6	practical	practical	ADJ
fbem-32010	130	7	cases	case	NOUN
fbem-32010	130	8	from	from	ADP
fbem-32010	130	9	companies	company	NOUN
fbem-32010	130	10	such	such	ADJ
fbem-32010	130	11	as	as	ADP
fbem-32010	130	12	amazon	amazon	NOUN
fbem-32010	130	13	,	,	PUNCT
fbem-32010	130	14	jd.com	jd.com	PROPN
fbem-32010	130	15	,	,	PUNCT
fbem-32010	130	16	and	and	CCONJ
fbem-32010	130	17	cainiao	cainiao	NOUN
fbem-32010	130	18	,	,	PUNCT
fbem-32010	130	19	this	this	DET
fbem-32010	130	20	paper	paper	NOUN
fbem-32010	130	21	systematically	systematically	ADV
fbem-32010	130	22	explores	explore	VERB
fbem-32010	130	23	the	the	DET
fbem-32010	130	24	application	application	NOUN
fbem-32010	130	25	paths	path	NOUN
fbem-32010	130	26	and	and	CCONJ
fbem-32010	130	27	consumer	consumer	NOUN
fbem-32010	130	28	guidance	guidance	NOUN
fbem-32010	130	29	mechanisms	mechanism	NOUN
fbem-32010	130	30	of	of	ADP
fbem-32010	130	31	machine	machine	NOUN
fbem-32010	130	32	learning	learning	NOUN
fbem-32010	130	33	in	in	ADP
fbem-32010	130	34	the	the	DET
fbem-32010	130	35	green	green	ADJ
fbem-32010	130	36	transformation	transformation	NOUN
fbem-32010	130	37	of	of	ADP
fbem-32010	130	38	e	e	NOUN
fbem-32010	130	39	-	-	NOUN
fbem-32010	130	40	commerce	commerce	NOUN
fbem-32010	130	41	supply	supply	NOUN
fbem-32010	130	42	chains	chain	NOUN
fbem-32010	130	43	.	.	PUNCT
fbem-32010	131	1	the	the	DET
fbem-32010	131	2	research	research	NOUN
fbem-32010	131	3	demonstrates	demonstrate	VERB
fbem-32010	131	4	that	that	PRON
fbem-32010	131	5	machine	machine	NOUN
fbem-32010	131	6	learning	learning	NOUN
fbem-32010	131	7	,	,	PUNCT
fbem-32010	131	8	through	through	ADP
fbem-32010	131	9	technical	technical	ADJ
fbem-32010	131	10	means	mean	NOUN
fbem-32010	131	11	such	such	ADJ
fbem-32010	131	12	as	as	ADP
fbem-32010	131	13	demand	demand	NOUN
fbem-32010	131	14	forecasting	forecasting	NOUN
fbem-32010	131	15	optimization	optimization	NOUN
fbem-32010	131	16	,	,	PUNCT
fbem-32010	131	17	logistics	logistic	NOUN
fbem-32010	131	18	network	network	NOUN
fbem-32010	131	19	reconstruction	reconstruction	NOUN
fbem-32010	131	20	,	,	PUNCT
fbem-32010	131	21	and	and	CCONJ
fbem-32010	131	22	carbon	carbon	NOUN
fbem-32010	131	23	footprint	footprint	NOUN
fbem-32010	131	24	tracking	tracking	NOUN
fbem-32010	131	25	,	,	PUNCT
fbem-32010	131	26	has	have	AUX
fbem-32010	131	27	significantly	significantly	ADV
fbem-32010	131	28	improved	improve	VERB
fbem-32010	131	29	the	the	DET
fbem-32010	131	30	resource	resource	NOUN
fbem-32010	131	31	utilization	utilization	NOUN
fbem-32010	131	32	efficiency	efficiency	NOUN
fbem-32010	131	33	and	and	CCONJ
fbem-32010	131	34	environmental	environmental	ADJ
fbem-32010	131	35	performance	performance	NOUN
fbem-32010	131	36	of	of	ADP
fbem-32010	131	37	the	the	DET
fbem-32010	131	38	supply	supply	NOUN
fbem-32010	131	39	chain	chain	NOUN
fbem-32010	131	40	.	.	PUNCT
fbem-32010	132	1	case	case	NOUN
fbem-32010	132	2	studies	study	NOUN
fbem-32010	132	3	such	such	ADJ
fbem-32010	132	4	as	as	ADP
fbem-32010	132	5	amazon	amazon	NOUN
fbem-32010	132	6	's	's	PART
fbem-32010	132	7	intelligent	intelligent	ADJ
fbem-32010	132	8	inventory	inventory	NOUN
fbem-32010	132	9	system	system	NOUN
fbem-32010	132	10	,	,	PUNCT
fbem-32010	132	11	jd.com	jd.com	PROPN
fbem-32010	132	12	's	's	PART
fbem-32010	132	13	"	"	PUNCT
fbem-32010	132	14	road	road	NOUN
fbem-32010	132	15	-torail	-torail	NOUN
fbem-32010	132	16	"	"	PUNCT
fbem-32010	132	17	algorithm	algorithm	NOUN
fbem-32010	132	18	,	,	PUNCT
fbem-32010	132	19	and	and	CCONJ
fbem-32010	132	20	cainiao	cainiao	NOUN
fbem-32010	132	21	's	's	PART
fbem-32010	132	22	packaging	packaging	NOUN
fbem-32010	132	23	optimization	optimization	NOUN
fbem-32010	132	24	technology	technology	NOUN
fbem-32010	132	25	demonstrate	demonstrate	VERB
fbem-32010	132	26	the	the	DET
fbem-32010	132	27	feasibility	feasibility	NOUN
fbem-32010	132	28	of	of	ADP
fbem-32010	132	29	technology	technology	NOUN
fbem-32010	132	30	-driven	-driven	ADJ
fbem-32010	132	31	supply	supply	NOUN
fbem-32010	132	32	chain	chain	NOUN
fbem-32010	132	33	cost	cost	NOUN
fbem-32010	132	34	reduction	reduction	NOUN
fbem-32010	132	35	,	,	PUNCT
fbem-32010	132	36	efficiency	efficiency	NOUN
fbem-32010	132	37	improvement	improvement	NOUN
fbem-32010	132	38	,	,	PUNCT
fbem-32010	132	39	and	and	CCONJ
fbem-32010	132	40	low	low	ADJ
fbem-32010	132	41	-	-	PUNCT
fbem-32010	132	42	carbon	carbon	NOUN
fbem-32010	132	43	development	development	NOUN
fbem-32010	132	44	.	.	PUNCT
fbem-32010	133	1	jd	jd	PROPN
fbem-32010	133	2	logistics	logistic	NOUN
fbem-32010	133	3	'	'	PART
fbem-32010	133	4	annual	annual	ADJ
fbem-32010	133	5	carbon	carbon	NOUN
fbem-32010	133	6	reduction	reduction	NOUN
fbem-32010	133	7	of	of	ADP
fbem-32010	133	8	over	over	ADP
fbem-32010	133	9	500,000	500,000	NUM
fbem-32010	133	10	tons	ton	NOUN
fbem-32010	133	11	is	be	AUX
fbem-32010	133	12	particularly	particularly	ADV
fbem-32010	133	13	impressive	impressive	ADJ
fbem-32010	133	14	.	.	PUNCT
fbem-32010	134	1	in	in	ADP
fbem-32010	134	2	terms	term	NOUN
fbem-32010	134	3	of	of	ADP
fbem-32010	134	4	consumer	consumer	NOUN
fbem-32010	134	5	engagement	engagement	NOUN
fbem-32010	134	6	,	,	PUNCT
fbem-32010	134	7	a	a	DET
fbem-32010	134	8	combination	combination	NOUN
fbem-32010	134	9	of	of	ADP
fbem-32010	134	10	carbon	carbon	NOUN
fbem-32010	134	11	footprint	footprint	NOUN
fbem-32010	134	12	labeling	labeling	NOUN
fbem-32010	134	13	,	,	PUNCT
fbem-32010	134	14	personalized	personalized	ADJ
fbem-32010	134	15	recommendations	recommendation	NOUN
fbem-32010	134	16	,	,	PUNCT
fbem-32010	134	17	and	and	CCONJ
fbem-32010	134	18	gamified	gamifie	VERB
fbem-32010	134	19	incentives	incentive	NOUN
fbem-32010	134	20	has	have	AUX
fbem-32010	134	21	proven	prove	VERB
fbem-32010	134	22	effective	effective	ADJ
fbem-32010	134	23	.	.	PUNCT
fbem-32010	135	1	data	datum	NOUN
fbem-32010	135	2	shows	show	VERB
fbem-32010	135	3	that	that	SCONJ
fbem-32010	135	4	conversion	conversion	NOUN
fbem-32010	135	5	rates	rate	NOUN
fbem-32010	135	6	for	for	ADP
fbem-32010	135	7	products	product	NOUN
fbem-32010	135	8	with	with	ADP
fbem-32010	135	9	green	green	ADJ
fbem-32010	135	10	labels	label	NOUN
fbem-32010	135	11	increase	increase	VERB
fbem-32010	135	12	by	by	ADP
fbem-32010	135	13	15%-20	15%-20	NUM
fbem-32010	135	14	%	%	NOUN
fbem-32010	135	15	,	,	PUNCT
fbem-32010	135	16	and	and	CCONJ
fbem-32010	135	17	machine	machine	NOUN
fbem-32010	135	18	learning	learn	VERB
fbem-32010	135	19	-driven	-driven	PROPN
fbem-32010	135	20	targeted	target	VERB
fbem-32010	135	21	push	push	NOUN
fbem-32010	135	22	notifications	notification	NOUN
fbem-32010	135	23	further	far	ADV
fbem-32010	135	24	amplify	amplify	VERB
fbem-32010	135	25	this	this	DET
fbem-32010	135	26	effect	effect	NOUN
fbem-32010	135	27	.	.	PUNCT
fbem-32010	136	1	taobao	taobao	PROPN
fbem-32010	136	2	's	's	PART
fbem-32010	136	3	"	"	PUNCT
fbem-32010	136	4	green	green	ADJ
fbem-32010	136	5	park	park	NOUN
fbem-32010	136	6	"	"	PUNCT
fbem-32010	136	7	and	and	CCONJ
fbem-32010	136	8	amazon	amazon	NOUN
fbem-32010	136	9	's	's	PART
fbem-32010	136	10	"	"	PUNCT
fbem-32010	136	11	climate	climate	NOUN
fbem-32010	136	12	pledge	pledge	NOUN
fbem-32010	136	13	friendly	friendly	ADJ
fbem-32010	136	14	"	"	PUNCT
fbem-32010	136	15	zones	zone	NOUN
fbem-32010	136	16	demonstrate	demonstrate	VERB
fbem-32010	136	17	that	that	SCONJ
fbem-32010	136	18	when	when	SCONJ
fbem-32010	136	19	green	green	ADJ
fbem-32010	136	20	information	information	NOUN
fbem-32010	136	21	is	be	AUX
fbem-32010	136	22	transparent	transparent	ADJ
fbem-32010	136	23	and	and	CCONJ
fbem-32010	136	24	incentives	incentive	NOUN
fbem-32010	136	25	are	be	AUX
fbem-32010	136	26	in	in	ADP
fbem-32010	136	27	place	place	NOUN
fbem-32010	136	28	,	,	PUNCT
fbem-32010	136	29	consumers	consumer	NOUN
fbem-32010	136	30	are	be	AUX
fbem-32010	136	31	willing	willing	ADJ
fbem-32010	136	32	to	to	PART
fbem-32010	136	33	pay	pay	VERB
fbem-32010	136	34	a	a	DET
fbem-32010	136	35	reasonable	reasonable	ADJ
fbem-32010	136	36	premium	premium	NOUN
fbem-32010	136	37	for	for	ADP
fbem-32010	136	38	sustainable	sustainable	ADJ
fbem-32010	136	39	products	product	NOUN
fbem-32010	136	40	.	.	PUNCT
fbem-32010	137	1	despite	despite	SCONJ
fbem-32010	137	2	challenges	challenge	NOUN
fbem-32010	137	3	such	such	ADJ
fbem-32010	137	4	as	as	ADP
fbem-32010	137	5	data	datum	NOUN
fbem-32010	137	6	silos	silo	NOUN
fbem-32010	137	7	and	and	CCONJ
fbem-32010	137	8	cost	cost	NOUN
fbem-32010	137	9	pressures	pressure	NOUN
fbem-32010	137	10	,	,	PUNCT
fbem-32010	137	11	the	the	DET
fbem-32010	137	12	integration	integration	NOUN
fbem-32010	137	13	of	of	ADP
fbem-32010	137	14	intelligent	intelligent	ADJ
fbem-32010	137	15	and	and	CCONJ
fbem-32010	137	16	green	green	ADJ
fbem-32010	137	17	e	e	PROPN
fbem-32010	137	18	-	-	NOUN
fbem-32010	137	19	commerce	commerce	NOUN
fbem-32010	137	20	supply	supply	NOUN
fbem-32010	137	21	chains	chain	NOUN
fbem-32010	137	22	will	will	AUX
fbem-32010	137	23	become	become	VERB
fbem-32010	137	24	an	an	DET
fbem-32010	137	25	inevitable	inevitable	ADJ
fbem-32010	137	26	trend	trend	NOUN
fbem-32010	137	27	as	as	ADP
fbem-32010	137	28	gartner	gartner	NOUN
fbem-32010	137	29	's	's	PART
fbem-32010	137	30	predicted	predict	VERB
fbem-32010	137	31	2026	2026	NUM
fbem-32010	137	32	machine	machine	NOUN
fbem-32010	137	33	learning	learn	VERB
fbem-32010	137	34	adoption	adoption	NOUN
fbem-32010	137	35	milestone	milestone	NOUN
fbem-32010	137	36	approaches	approach	NOUN
fbem-32010	137	37	.	.	PUNCT
fbem-32010	138	1	future	future	ADJ
fbem-32010	138	2	development	development	NOUN
fbem-32010	138	3	should	should	AUX
fbem-32010	138	4	focus	focus	VERB
fbem-32010	138	5	on	on	ADP
fbem-32010	138	6	technology	technology	NOUN
fbem-32010	138	7	accessibility	accessibility	NOUN
fbem-32010	138	8	,	,	PUNCT
fbem-32010	138	9	standardization	standardization	NOUN
fbem-32010	138	10	,	,	PUNCT
fbem-32010	138	11	and	and	CCONJ
fbem-32010	138	12	awareness	awareness	NOUN
fbem-32010	138	13	-	-	PUNCT
fbem-32010	138	14	raising	raising	NOUN
fbem-32010	138	15	.	.	PUNCT
fbem-32010	139	1	component	component	NOUN
fbem-32010	139	2	-	-	PUNCT
fbem-32010	139	3	based	base	VERB
fbem-32010	139	4	solutions	solution	NOUN
fbem-32010	139	5	should	should	AUX
fbem-32010	139	6	lower	lower	VERB
fbem-32010	139	7	barriers	barrier	NOUN
fbem-32010	139	8	to	to	ADP
fbem-32010	139	9	adoption	adoption	NOUN
fbem-32010	139	10	,	,	PUNCT
fbem-32010	139	11	leverage	leverage	NOUN
fbem-32010	139	12	technologies	technology	NOUN
fbem-32010	139	13	like	like	ADP
fbem-32010	139	14	blockchain	blockchain	PROPN
fbem-32010	139	15	to	to	PART
fbem-32010	139	16	ensure	ensure	VERB
fbem-32010	139	17	data	datum	NOUN
fbem-32010	139	18	credibility	credibility	NOUN
fbem-32010	139	19	,	,	PUNCT
fbem-32010	139	20	and	and	CCONJ
fbem-32010	139	21	foster	foster	ADJ
fbem-32010	139	22	green	green	ADJ
fbem-32010	139	23	consumer	consumer	NOUN
fbem-32010	139	24	habits	habit	NOUN
fbem-32010	139	25	through	through	ADP
fbem-32010	139	26	scenario	scenario	NOUN
fbem-32010	139	27	-based	-base	VERB
fbem-32010	139	28	design	design	NOUN
fbem-32010	139	29	.	.	PUNCT
fbem-32010	140	1	machine	machine	NOUN
fbem-32010	140	2	learning	learning	NOUN
fbem-32010	140	3	is	be	AUX
fbem-32010	140	4	not	not	PART
fbem-32010	140	5	only	only	ADV
fbem-32010	140	6	a	a	DET
fbem-32010	140	7	tool	tool	NOUN
fbem-32010	140	8	to	to	PART
fbem-32010	140	9	improve	improve	VERB
fbem-32010	140	10	supply	supply	NOUN
fbem-32010	140	11	chain	chain	NOUN
fbem-32010	140	12	efficiency	efficiency	NOUN
fbem-32010	140	13	,	,	PUNCT
fbem-32010	140	14	but	but	CCONJ
fbem-32010	140	15	also	also	ADV
fbem-32010	140	16	a	a	DET
fbem-32010	140	17	bridge	bridge	NOUN
fbem-32010	140	18	connecting	connect	VERB
fbem-32010	140	19	corporate	corporate	ADJ
fbem-32010	140	20	sustainable	sustainable	ADJ
fbem-32010	140	21	development	development	NOUN
fbem-32010	140	22	with	with	ADP
fbem-32010	140	23	consumers	consumer	NOUN
fbem-32010	140	24	'	'	PART
fbem-32010	140	25	green	green	ADJ
fbem-32010	140	26	needs	need	NOUN
fbem-32010	140	27	.	.	PUNCT
fbem-32010	141	1	its	its	PRON
fbem-32010	141	2	in	in	ADP
fbem-32010	141	3	-depth	-depth	ADJ
fbem-32010	141	4	application	application	NOUN
fbem-32010	141	5	will	will	AUX
fbem-32010	141	6	drive	drive	VERB
fbem-32010	141	7	the	the	DET
fbem-32010	141	8	e	e	NOUN
fbem-32010	141	9	-	-	NOUN
fbem-32010	141	10	commerce	commerce	NOUN
fbem-32010	141	11	industry	industry	NOUN
fbem-32010	141	12	to	to	PART
fbem-32010	141	13	form	form	VERB
fbem-32010	141	14	a	a	DET
fbem-32010	141	15	virtuous	virtuous	ADJ
fbem-32010	141	16	cycle	cycle	NOUN
fbem-32010	141	17	of	of	ADP
fbem-32010	141	18	"	"	PUNCT
fbem-32010	141	19	efficiency	efficiency	NOUN
fbem-32010	141	20	improvement	improvement	NOUN
fbem-32010	141	21	-carbon	-carbon	PROPN
fbem-32010	141	22	emission	emission	NOUN
fbem-32010	141	23	reduction	reduction	NOUN
fbem-32010	141	24	-	-	PUNCT
fbem-32010	141	25	consumption	consumption	NOUN
fbem-32010	141	26	upgrade	upgrade	NOUN
fbem-32010	141	27	"	"	PUNCT
fbem-32010	141	28	,	,	PUNCT
fbem-32010	141	29	providing	provide	VERB
fbem-32010	141	30	important	important	ADJ
fbem-32010	141	31	support	support	NOUN
fbem-32010	141	32	for	for	ADP
fbem-32010	141	33	achieving	achieve	VERB
fbem-32010	141	34	the	the	DET
fbem-32010	141	35	"	"	PUNCT
fbem-32010	141	36	dual	dual	ADJ
fbem-32010	141	37	carbon	carbon	NOUN
fbem-32010	141	38	"	"	PUNCT
fbem-32010	141	39	goals	goal	NOUN
fbem-32010	141	40	.	.	PUNCT
fbem-32010	142	1	references	reference	NOUN
fbem-32010	142	2	[	[	X
fbem-32010	142	3	1	1	NUM
fbem-32010	142	4	]	]	X
fbem-32010	142	5	yin	yin	PROPN
fbem-32010	142	6	xueming	xueming	PROPN
fbem-32010	142	7	,	,	PUNCT
fbem-32010	142	8	wang	wang	PROPN
fbem-32010	142	9	changjun	changjun	PROPN
fbem-32010	142	10	.	.	PUNCT
fbem-32010	143	1	machine	machine	NOUN
fbem-32010	143	2	learning	learn	VERB
fbem-32010	143	3	driven	drive	VERB
fbem-32010	143	4	export	export	NOUN
fbem-32010	143	5	cross	cross	ADJ
fbem-32010	143	6	-	-	ADJ
fbem-32010	143	7	border	border	ADJ
fbem-32010	143	8	e	e	NOUN
fbem-32010	143	9	-	-	NOUN
fbem-32010	143	10	commerce	commerce	NOUN
fbem-32010	143	11	supply	supply	NOUN
fbem-32010	143	12	chain	chain	NOUN
fbem-32010	143	13	network	network	NOUN
fbem-32010	143	14	optimization	optimization	NOUN
fbem-32010	144	1	[	[	X
fbem-32010	144	2	j	j	X
fbem-32010	144	3	]	]	X
fbem-32010	144	4	.	.	PUNCT
fbem-32010	145	1	journal	journal	PROPN
fbem-32010	145	2	of	of	ADP
fbem-32010	145	3	donghua	donghua	PROPN
fbem-32010	145	4	university	university	PROPN
fbem-32010	145	5	(	(	PUNCT
fbem-32010	145	6	natural	natural	ADJ
fbem-32010	145	7	science	science	NOUN
fbem-32010	145	8	edition	edition	NOUN
fbem-32010	145	9	)	)	PUNCT
fbem-32010	145	10	,	,	PUNCT
fbem-32010	145	11	2023	2023	NUM
fbem-32010	145	12	,	,	PUNCT
fbem-32010	145	13	49(05	49(05	NUM
fbem-32010	145	14	):	):	PUNCT
fbem-32010	145	15	162	162	NUM
fbem-32010	145	16	-	-	SYM
fbem-32010	145	17	170	170	NUM
fbem-32010	145	18	.	.	PUNCT
fbem-32010	146	1	doi	doi	NOUN
fbem-32010	146	2	:	:	PUNCT
fbem-32010	146	3	10.19886	10.19886	NUM
fbem-32010	146	4	/	/	SYM
fbem-32010	146	5	j.cnki.dhdz.2022.0258	j.cnki.dhdz.2022.0258	NOUN
fbem-32010	146	6	.	.	PUNCT
fbem-32010	147	1	[	[	X
fbem-32010	147	2	2	2	X
fbem-32010	147	3	]	]	X
fbem-32010	147	4	sun	sun	PROPN
fbem-32010	147	5	minghua	minghua	PROPN
fbem-32010	147	6	.	.	PUNCT
fbem-32010	148	1	current	current	ADJ
fbem-32010	148	2	status	status	NOUN
fbem-32010	148	3	and	and	CCONJ
fbem-32010	148	4	trend	trend	NOUN
fbem-32010	148	5	of	of	ADP
fbem-32010	148	6	“	"	PUNCT
fbem-32010	148	7	internet	internet	NOUN
fbem-32010	148	8	+	+	CCONJ
fbem-32010	148	9	logistics	logistic	NOUN
fbem-32010	148	10	”	"	PUNCT
fbem-32010	148	11	intelligent	intelligent	ADJ
fbem-32010	148	12	warehousing	warehousing	NOUN
fbem-32010	148	13	system	system	NOUN
fbem-32010	149	1	[	[	X
fbem-32010	149	2	j	j	X
fbem-32010	149	3	]	]	X
fbem-32010	149	4	.	.	PUNCT
fbem-32010	150	1	enterprise	enterprise	NOUN
fbem-32010	150	2	reform	reform	NOUN
fbem-32010	150	3	and	and	CCONJ
fbem-32010	150	4	management	management	NOUN
fbem-32010	150	5	,	,	PUNCT
fbem-32010	150	6	2023	2023	NUM
fbem-32010	150	7	,	,	PUNCT
fbem-32010	150	8	(	(	PUNCT
fbem-32010	150	9	01	01	NUM
fbem-32010	150	10	):	):	PUNCT
fbem-32010	150	11	47	47	NUM
fbem-32010	150	12	-	-	SYM
fbem-32010	150	13	49	49	NUM
fbem-32010	150	14	.	.	PUNCT
fbem-32010	151	1	doi	doi	NOUN
fbem-32010	151	2	:	:	PUNCT
fbem-32010	151	3	10.13768	10.13768	NUM
fbem-32010	151	4	/	/	SYM
fbem-32010	151	5	j.cnki.cn11	j.cnki.cn11	PROPN
fbem-32010	151	6	3793	3793	NUM
fbem-32010	151	7	/	/	SYM
fbem-32010	151	8	f.2023.0049	f.2023.0049	PROPN
fbem-32010	151	9	.	.	PUNCT
fbem-32010	152	1	[	[	X
fbem-32010	152	2	3	3	X
fbem-32010	152	3	]	]	X
fbem-32010	152	4	jalil	jalil	PROPN
fbem-32010	152	5	f	f	PROPN
fbem-32010	152	6	,	,	PUNCT
fbem-32010	152	7	yang	yang	PROPN
fbem-32010	152	8	j	j	PROPN
fbem-32010	152	9	,	,	PUNCT
fbem-32010	152	10	al	al	PROPN
fbem-32010	152	11	-	-	ADJ
fbem-32010	152	12	okaily	okaily	ADV
fbem-32010	152	13	m	m	VERB
fbem-32010	152	14	et	et	NOUN
fbem-32010	152	15	al	al	PROPN
fbem-32010	152	16	.	.	PUNCT
fbem-32010	153	1	e	e	X
fbem-32010	153	2	-	-	NOUN
fbem-32010	153	3	commerce	commerce	NOUN
fbem-32010	153	4	for	for	ADP
fbem-32010	153	5	a	a	DET
fbem-32010	153	6	sustainable	sustainable	ADJ
fbem-32010	153	7	future	future	NOUN
fbem-32010	153	8	:	:	PUNCT
fbem-32010	153	9	integrating	integrate	VERB
fbem-32010	153	10	trust	trust	NOUN
fbem-32010	153	11	,	,	PUNCT
fbem-32010	153	12	green	green	ADJ
fbem-32010	153	13	supply	supply	NOUN
fbem-32010	153	14	chain	chain	NOUN
fbem-32010	153	15	management	management	NOUN
fbem-32010	153	16	and	and	CCONJ
fbem-32010	153	17	online	online	ADJ
fbem-32010	153	18	store	store	NOUN
fbem-32010	153	19	satisfaction	satisfaction	NOUN
fbem-32010	154	1	[	[	X
fbem-32010	154	2	j	j	X
fbem-32010	154	3	]	]	X
fbem-32010	154	4	.	.	PUNCT
fbem-32010	155	1	asia	asia	PROPN
fbem-32010	155	2	-	-	PUNCT
fbem-32010	155	3	pacific	pacific	PROPN
fbem-32010	155	4	journal	journal	NOUN
fbem-32010	155	5	of	of	ADP
fbem-32010	155	6	marketing	marketing	NOUN
fbem-32010	155	7	and	and	CCONJ
fbem-32010	155	8	logistics	logistic	NOUN
fbem-32010	155	9	,	,	PUNCT
fbem-32010	155	10	2024	2024	NUM
fbem-32010	155	11	,	,	PUNCT
fbem-32010	155	12	36(10	36(10	NUM
fbem-32010	155	13	):	):	PUNCT
fbem-32010	155	14	2354	2354	NUM
fbem-32010	155	15	-	-	SYM
fbem-32010	155	16	2370	2370	NUM
fbem-32010	155	17	.	.	PUNCT
fbem-32010	156	1	[	[	X
fbem-32010	156	2	4	4	X
fbem-32010	156	3	]	]	X
fbem-32010	156	4	he	he	PRON
fbem-32010	156	5	ying	ying	PROPN
fbem-32010	156	6	,	,	PUNCT
fbem-32010	156	7	wang	wang	PROPN
fbem-32010	156	8	zhe	zhe	PROPN
fbem-32010	156	9	,	,	PUNCT
fbem-32010	156	10	liu	liu	PROPN
fbem-32010	156	11	sheng	sheng	PROPN
fbem-32010	156	12	,	,	PUNCT
fbem-32010	156	13	et	et	PROPN
fbem-32010	156	14	al	al	PROPN
fbem-32010	156	15	.	.	PUNCT
fbem-32010	156	16	construction	construction	NOUN
fbem-32010	156	17	and	and	CCONJ
fbem-32010	156	18	implementation	implementation	NOUN
fbem-32010	156	19	of	of	ADP
fbem-32010	156	20	cross	cross	ADJ
fbem-32010	156	21	-	-	ADJ
fbem-32010	156	22	border	border	ADJ
fbem-32010	156	23	e	e	NOUN
fbem-32010	156	24	-	-	NOUN
fbem-32010	156	25	commerce	commerce	NOUN
fbem-32010	156	26	supply	supply	NOUN
fbem-32010	156	27	chain	chain	NOUN
fbem-32010	156	28	system	system	NOUN
fbem-32010	156	29	under	under	ADP
fbem-32010	156	30	the	the	DET
fbem-32010	156	31	background	background	NOUN
fbem-32010	156	32	of	of	ADP
fbem-32010	156	33	green	green	ADJ
fbem-32010	156	34	and	and	CCONJ
fbem-32010	156	35	low	low	ADJ
fbem-32010	156	36	-	-	PUNCT
fbem-32010	156	37	carbon	carbon	NOUN
fbem-32010	156	38	[	[	X
fbem-32010	156	39	j	j	X
fbem-32010	156	40	]	]	X
fbem-32010	156	41	.	.	PUNCT
fbem-32010	157	1	internet	internet	NOUN
fbem-32010	157	2	and	and	CCONJ
fbem-32010	157	3	digital	digital	ADJ
fbem-32010	157	4	economy	economy	NOUN
fbem-32010	157	5	,	,	PUNCT
fbem-32010	157	6	2024	2024	NUM
fbem-32010	157	7	,	,	PUNCT
fbem-32010	157	8	4(1	4(1	NOUN
fbem-32010	157	9	):	):	PUNCT
fbem-32010	157	10	1	1	NUM
fbem-32010	157	11	-	-	SYM
fbem-32010	157	12	11	11	NUM
fbem-32010	157	13	.	.	PUNCT
fbem-32010	158	1	[	[	X
fbem-32010	158	2	5	5	NUM
fbem-32010	158	3	]	]	X
fbem-32010	158	4	wang	wang	PROPN
fbem-32010	158	5	jianming	jianming	PROPN
fbem-32010	158	6	,	,	PUNCT
fbem-32010	158	7	xi	xi	NUM
fbem-32010	158	8	yini	yini	PROPN
fbem-32010	158	9	,	,	PUNCT
fbem-32010	158	10	zhao	zhao	PROPN
fbem-32010	158	11	qingfang	qingfang	PROPN
fbem-32010	158	12	.	.	PUNCT
fbem-32010	159	1	the	the	DET
fbem-32010	159	2	impact	impact	NOUN
fbem-32010	159	3	of	of	ADP
fbem-32010	159	4	personalized	personalized	ADJ
fbem-32010	159	5	advertising	advertising	NOUN
fbem-32010	159	6	recommendation	recommendation	NOUN
fbem-32010	159	7	type	type	NOUN
fbem-32010	159	8	on	on	ADP
fbem-32010	159	9	the	the	DET
fbem-32010	159	10	online	online	ADJ
fbem-32010	159	11	green	green	ADJ
fbem-32010	159	12	purchase	purchase	NOUN
fbem-32010	159	13	decision	decision	NOUN
fbem-32010	159	14	process	process	NOUN
fbem-32010	159	15	[	[	X
fbem-32010	159	16	j	j	X
fbem-32010	159	17	]	]	X
fbem-32010	159	18	.	.	PUNCT
fbem-32010	160	1	china	china	PROPN
fbem-32010	160	2	population	population	PROPN
fbem-32010	160	3	,	,	PUNCT
fbem-32010	160	4	resources	resource	NOUN
fbem-32010	160	5	and	and	CCONJ
fbem-32010	160	6	environment	environment	NOUN
fbem-32010	160	7	,	,	PUNCT
fbem-32010	160	8	2021	2021	NUM
fbem-32010	160	9	,	,	PUNCT
fbem-32010	160	10	31(03	31(03	NUM
fbem-32010	160	11	):	):	PUNCT
fbem-32010	160	12	108	108	NUM
fbem-32010	160	13	-	-	SYM
fbem-32010	160	14	116	116	NUM
fbem-32010	160	15	.	.	PUNCT
fbem-32010	161	1	[	[	X
fbem-32010	161	2	6	6	NUM
fbem-32010	161	3	]	]	X
fbem-32010	161	4	lazić	lazić	PROPN
fbem-32010	161	5	a	a	NOUN
fbem-32010	161	6	,	,	PUNCT
fbem-32010	161	7	milić	milić	PROPN
fbem-32010	161	8	s	s	PROPN
fbem-32010	161	9	,	,	PUNCT
fbem-32010	161	10	vukmirović	vukmirović	PROPN
fbem-32010	161	11	d.	d.	PROPN
fbem-32010	161	12	the	the	DET
fbem-32010	161	13	future	future	NOUN
fbem-32010	161	14	of	of	ADP
fbem-32010	161	15	e	e	NOUN
fbem-32010	161	16	-	-	PROPN
fbem-32010	161	17	commer	commer	PROPN
fbem-32010	161	18	ce	ce	PROPN
fbem-32010	161	19	under	under	ADP
fbem-32010	161	20	the	the	DET
fbem-32010	161	21	internet	internet	NOUN
fbem-32010	161	22	of	of	ADP
fbem-32010	161	23	things	thing	NOUN
fbem-32010	161	24	environment	environment	NOUN
fbem-32010	162	1	[	[	X
fbem-32010	162	2	j	j	X
fbem-32010	162	3	]	]	X
fbem-32010	162	4	.	.	PUNCT
fbem-32010	163	1	journal	journal	PROPN
fbem-32010	163	2	of	of	ADP
fbem-32010	163	3	ecommerce	ecommerce	PROPN
fbem-32010	163	4	theory	theory	NOUN
fbem-32010	163	5	and	and	CCONJ
fbem-32010	163	6	application	application	NOUN
fbem-32010	163	7	research	research	NOUN
fbem-32010	163	8	,	,	PUNCT
fbem-32010	163	9	2024	2024	NUM
fbem-32010	163	10	,	,	PUNCT
fbem-32010	163	11	19(1	19(1	NUM
fbem-32010	163	12	):	):	PUNCT
fbem-32010	163	13	172187	172187	NUM
fbem-32010	163	14	.	.	PUNCT