id	sid	tid	token	lemma	pos
fbem-31695	1	1	frontiers	frontier	NOUN
fbem-31695	1	2	in	in	ADP
fbem-31695	1	3	business	business	NOUN
fbem-31695	1	4	,	,	PUNCT
fbem-31695	1	5	economics	economic	NOUN
fbem-31695	1	6	and	and	CCONJ
fbem-31695	1	7	management	management	NOUN
fbem-31695	1	8	issn	issn	PROPN
fbem-31695	1	9	:	:	PUNCT
fbem-31695	1	10	2766	2766	NUM
fbem-31695	1	11	-	-	PUNCT
fbem-31695	1	12	824x	824x	NUM
fbem-31695	1	13	|	|	ADJ
fbem-31695	1	14	vol	vol	NOUN
fbem-31695	1	15	.	.	PROPN
fbem-31695	1	16	20	20	NUM
fbem-31695	1	17	,	,	PUNCT
fbem-31695	1	18	no	no	INTJ
fbem-31695	1	19	.	.	NOUN
fbem-31695	1	20	3	3	NUM
fbem-31695	1	21	,	,	PUNCT
fbem-31695	1	22	2025	2025	NUM
fbem-31695	1	23	11	11	NUM
fbem-31695	1	24	ai	ai	ADJ
fbem-31695	1	25	-	-	PUNCT
fbem-31695	1	26	driven	drive	VERB
fbem-31695	1	27	innovation	innovation	NOUN
fbem-31695	1	28	upgrade	upgrade	VERB
fbem-31695	1	29	in	in	ADP
fbem-31695	1	30	the	the	DET
fbem-31695	1	31	automotive	automotive	ADJ
fbem-31695	1	32	manufacturing	manufacturing	NOUN
fbem-31695	1	33	industry	industry	NOUN
fbem-31695	1	34	:	:	PUNCT
fbem-31695	1	35	a	a	DET
fbem-31695	1	36	comprehensive	comprehensive	ADJ
fbem-31695	1	37	empirical	empirical	ADJ
fbem-31695	1	38	study	study	NOUN
fbem-31695	1	39	zhesen	zhesen	PROPN
fbem-31695	1	40	chen	chen	PROPN
fbem-31695	1	41	school	school	PROPN
fbem-31695	1	42	of	of	ADP
fbem-31695	1	43	finance	finance	NOUN
fbem-31695	1	44	,	,	PUNCT
fbem-31695	1	45	nanjing	nanjing	PROPN
fbem-31695	1	46	university	university	PROPN
fbem-31695	1	47	of	of	ADP
fbem-31695	1	48	finance	finance	NOUN
fbem-31695	1	49	and	and	CCONJ
fbem-31695	1	50	economics	economic	NOUN
fbem-31695	1	51	,	,	PUNCT
fbem-31695	1	52	nanjing	nanjing	PROPN
fbem-31695	1	53	,	,	PUNCT
fbem-31695	1	54	210023	210023	NUM
fbem-31695	1	55	,	,	PUNCT
fbem-31695	1	56	china	china	PROPN
fbem-31695	1	57	czs22998729@outlook.com	czs22998729@outlook.com	X
fbem-31695	2	1	abstract	abstract	PROPN
fbem-31695	2	2	:	:	PUNCT
fbem-31695	2	3	the	the	DET
fbem-31695	2	4	rapid	rapid	ADJ
fbem-31695	2	5	maturation	maturation	NOUN
fbem-31695	2	6	of	of	ADP
fbem-31695	2	7	artificial	artificial	ADJ
fbem-31695	2	8	intelligence	intelligence	NOUN
fbem-31695	2	9	(	(	PUNCT
fbem-31695	2	10	ai	ai	NOUN
fbem-31695	2	11	)	)	PUNCT
fbem-31695	2	12	technologies	technology	NOUN
fbem-31695	2	13	has	have	AUX
fbem-31695	2	14	created	create	VERB
fbem-31695	2	15	unprecedented	unprecedented	ADJ
fbem-31695	2	16	opportunities	opportunity	NOUN
fbem-31695	2	17	for	for	ADP
fbem-31695	2	18	industrial	industrial	ADJ
fbem-31695	2	19	transformation	transformation	NOUN
fbem-31695	2	20	,	,	PUNCT
fbem-31695	2	21	particularly	particularly	ADV
fbem-31695	2	22	within	within	ADP
fbem-31695	2	23	the	the	DET
fbem-31695	2	24	automotive	automotive	ADJ
fbem-31695	2	25	manufacturing	manufacturing	NOUN
fbem-31695	2	26	sector	sector	NOUN
fbem-31695	2	27	.	.	PUNCT
fbem-31695	3	1	while	while	SCONJ
fbem-31695	3	2	prior	prior	ADJ
fbem-31695	3	3	research	research	NOUN
fbem-31695	3	4	has	have	AUX
fbem-31695	3	5	often	often	ADV
fbem-31695	3	6	focused	focus	VERB
fbem-31695	3	7	on	on	ADP
fbem-31695	3	8	ai	ai	ADJ
fbem-31695	3	9	applications	application	NOUN
fbem-31695	3	10	in	in	ADP
fbem-31695	3	11	product	product	NOUN
fbem-31695	3	12	development	development	NOUN
fbem-31695	3	13	,	,	PUNCT
fbem-31695	3	14	autonomous	autonomous	ADJ
fbem-31695	3	15	driving	driving	NOUN
fbem-31695	3	16	,	,	PUNCT
fbem-31695	3	17	or	or	CCONJ
fbem-31695	3	18	supply	supply	NOUN
fbem-31695	3	19	-	-	PUNCT
fbem-31695	3	20	chain	chain	NOUN
fbem-31695	3	21	logistics	logistic	NOUN
fbem-31695	3	22	,	,	PUNCT
fbem-31695	3	23	comparatively	comparatively	ADV
fbem-31695	3	24	fewer	few	ADJ
fbem-31695	3	25	studies	study	NOUN
fbem-31695	3	26	have	have	AUX
fbem-31695	3	27	examined	examine	VERB
fbem-31695	3	28	the	the	DET
fbem-31695	3	29	systematic	systematic	ADJ
fbem-31695	3	30	influence	influence	NOUN
fbem-31695	3	31	of	of	ADP
fbem-31695	3	32	ai	ai	NOUN
fbem-31695	3	33	on	on	ADP
fbem-31695	3	34	core	core	NOUN
fbem-31695	3	35	manufacturing	manufacturing	NOUN
fbem-31695	3	36	processes	process	NOUN
fbem-31695	3	37	and	and	CCONJ
fbem-31695	3	38	the	the	DET
fbem-31695	3	39	collaborative	collaborative	ADJ
fbem-31695	3	40	dynamics	dynamic	NOUN
fbem-31695	3	41	of	of	ADP
fbem-31695	3	42	the	the	DET
fbem-31695	3	43	automotive	automotive	ADJ
fbem-31695	3	44	industry	industry	NOUN
fbem-31695	3	45	value	value	NOUN
fbem-31695	3	46	chain	chain	NOUN
fbem-31695	3	47	.	.	PUNCT
fbem-31695	4	1	this	this	DET
fbem-31695	4	2	paper	paper	NOUN
fbem-31695	4	3	investigates	investigate	VERB
fbem-31695	4	4	whether	whether	SCONJ
fbem-31695	4	5	and	and	CCONJ
fbem-31695	4	6	how	how	SCONJ
fbem-31695	4	7	ai	ai	AUX
fbem-31695	4	8	can	can	AUX
fbem-31695	4	9	empower	empower	VERB
fbem-31695	4	10	innovation	innovation	NOUN
fbem-31695	4	11	upgrades	upgrade	NOUN
fbem-31695	4	12	in	in	ADP
fbem-31695	4	13	automotive	automotive	ADJ
fbem-31695	4	14	manufacturing	manufacturing	NOUN
fbem-31695	4	15	by	by	ADP
fbem-31695	4	16	developing	develop	VERB
fbem-31695	4	17	a	a	DET
fbem-31695	4	18	conceptual	conceptual	ADJ
fbem-31695	4	19	framework	framework	NOUN
fbem-31695	4	20	that	that	PRON
fbem-31695	4	21	links	link	VERB
fbem-31695	4	22	ai	ai	VERB
fbem-31695	4	23	-	-	PUNCT
fbem-31695	4	24	enabled	enable	VERB
fbem-31695	4	25	capabilities	capability	NOUN
fbem-31695	4	26	to	to	ADP
fbem-31695	4	27	organizational	organizational	ADJ
fbem-31695	4	28	coordination	coordination	NOUN
fbem-31695	4	29	and	and	CCONJ
fbem-31695	4	30	innovation	innovation	NOUN
fbem-31695	4	31	performance	performance	NOUN
fbem-31695	4	32	.	.	PUNCT
fbem-31695	5	1	key	key	ADJ
fbem-31695	5	2	findings	finding	NOUN
fbem-31695	5	3	indicate	indicate	VERB
fbem-31695	5	4	that	that	SCONJ
fbem-31695	5	5	ai	ai	VERB
fbem-31695	5	6	adoption	adoption	NOUN
fbem-31695	5	7	in	in	ADP
fbem-31695	5	8	production	production	NOUN
fbem-31695	5	9	planning	planning	NOUN
fbem-31695	5	10	,	,	PUNCT
fbem-31695	5	11	quality	quality	NOUN
fbem-31695	5	12	control	control	NOUN
fbem-31695	5	13	,	,	PUNCT
fbem-31695	5	14	and	and	CCONJ
fbem-31695	5	15	predictive	predictive	ADJ
fbem-31695	5	16	maintenance	maintenance	NOUN
fbem-31695	5	17	significantly	significantly	ADV
fbem-31695	5	18	enhances	enhance	VERB
fbem-31695	5	19	incremental	incremental	ADJ
fbem-31695	5	20	and	and	CCONJ
fbem-31695	5	21	breakthrough	breakthrough	NOUN
fbem-31695	5	22	innovation	innovation	NOUN
fbem-31695	5	23	within	within	ADP
fbem-31695	5	24	firms	firm	NOUN
fbem-31695	5	25	.	.	PUNCT
fbem-31695	6	1	moreover	moreover	ADV
fbem-31695	6	2	,	,	PUNCT
fbem-31695	6	3	ai	ai	ADJ
fbem-31695	6	4	-	-	PUNCT
fbem-31695	6	5	fueled	fuel	VERB
fbem-31695	6	6	data	datum	NOUN
fbem-31695	6	7	integration	integration	NOUN
fbem-31695	6	8	platforms	platform	NOUN
fbem-31695	6	9	facilitate	facilitate	VERB
fbem-31695	6	10	crossorganizational	crossorganizational	ADJ
fbem-31695	6	11	knowledge	knowledge	NOUN
fbem-31695	6	12	sharing	sharing	NOUN
fbem-31695	6	13	,	,	PUNCT
fbem-31695	6	14	thereby	thereby	ADV
fbem-31695	6	15	amplifying	amplify	VERB
fbem-31695	6	16	coordinated	coordinated	ADJ
fbem-31695	6	17	innovation	innovation	NOUN
fbem-31695	6	18	across	across	ADP
fbem-31695	6	19	upstream	upstream	ADJ
fbem-31695	6	20	and	and	CCONJ
fbem-31695	6	21	downstream	downstream	ADJ
fbem-31695	6	22	partners	partner	NOUN
fbem-31695	6	23	.	.	PUNCT
fbem-31695	7	1	by	by	ADP
fbem-31695	7	2	elucidating	elucidate	VERB
fbem-31695	7	3	the	the	DET
fbem-31695	7	4	mechanisms	mechanism	NOUN
fbem-31695	7	5	through	through	ADP
fbem-31695	7	6	which	which	PRON
fbem-31695	7	7	ai	ai	VERB
fbem-31695	7	8	drives	drive	NOUN
fbem-31695	7	9	manufacturing	manufacturing	NOUN
fbem-31695	7	10	innovation	innovation	NOUN
fbem-31695	7	11	,	,	PUNCT
fbem-31695	7	12	this	this	DET
fbem-31695	7	13	study	study	NOUN
fbem-31695	7	14	contributes	contribute	VERB
fbem-31695	7	15	to	to	ADP
fbem-31695	7	16	academic	academic	ADJ
fbem-31695	7	17	theory	theory	NOUN
fbem-31695	7	18	on	on	ADP
fbem-31695	7	19	digital	digital	ADJ
fbem-31695	7	20	transformation	transformation	NOUN
fbem-31695	7	21	and	and	CCONJ
fbem-31695	7	22	offers	offer	VERB
fbem-31695	7	23	actionable	actionable	ADJ
fbem-31695	7	24	insights	insight	NOUN
fbem-31695	7	25	for	for	ADP
fbem-31695	7	26	practitioners	practitioner	NOUN
fbem-31695	7	27	pursuing	pursue	VERB
fbem-31695	7	28	intelligent	intelligent	ADJ
fbem-31695	7	29	manufacturing	manufacturing	NOUN
fbem-31695	7	30	.	.	PUNCT
fbem-31695	8	1	keywords	keyword	NOUN
fbem-31695	8	2	:	:	PUNCT
fbem-31695	8	3	artificial	artificial	ADJ
fbem-31695	8	4	intelligence	intelligence	NOUN
fbem-31695	8	5	;	;	PUNCT
fbem-31695	8	6	automotive	automotive	ADJ
fbem-31695	8	7	manufacturing	manufacturing	NOUN
fbem-31695	8	8	;	;	PUNCT
fbem-31695	8	9	process	process	NOUN
fbem-31695	8	10	innovation	innovation	NOUN
fbem-31695	8	11	;	;	PUNCT
fbem-31695	8	12	industry	industry	NOUN
fbem-31695	8	13	collaboration	collaboration	NOUN
fbem-31695	8	14	;	;	PUNCT
fbem-31695	8	15	innovation	innovation	NOUN
fbem-31695	8	16	performance	performance	NOUN
fbem-31695	8	17	.	.	PUNCT
fbem-31695	9	1	1	1	X
fbem-31695	9	2	.	.	X
fbem-31695	9	3	introduction	introduction	NOUN
fbem-31695	9	4	over	over	ADP
fbem-31695	9	5	the	the	DET
fbem-31695	9	6	past	past	ADJ
fbem-31695	9	7	decade	decade	NOUN
fbem-31695	9	8	,	,	PUNCT
fbem-31695	9	9	artificial	artificial	ADJ
fbem-31695	9	10	intelligence	intelligence	NOUN
fbem-31695	9	11	(	(	PUNCT
fbem-31695	9	12	ai	ai	NOUN
fbem-31695	9	13	)	)	PUNCT
fbem-31695	9	14	has	have	AUX
fbem-31695	9	15	emerged	emerge	VERB
fbem-31695	9	16	as	as	ADP
fbem-31695	9	17	a	a	DET
fbem-31695	9	18	pivotal	pivotal	ADJ
fbem-31695	9	19	force	force	NOUN
fbem-31695	9	20	reshaping	reshape	VERB
fbem-31695	9	21	the	the	DET
fbem-31695	9	22	global	global	ADJ
fbem-31695	9	23	industrial	industrial	ADJ
fbem-31695	9	24	landscape	landscape	NOUN
fbem-31695	9	25	.	.	PUNCT
fbem-31695	10	1	in	in	ADP
fbem-31695	10	2	sectors	sector	NOUN
fbem-31695	10	3	such	such	ADJ
fbem-31695	10	4	as	as	ADP
fbem-31695	10	5	finance	finance	NOUN
fbem-31695	10	6	,	,	PUNCT
fbem-31695	10	7	healthcare	healthcare	PROPN
fbem-31695	10	8	,	,	PUNCT
fbem-31695	10	9	and	and	CCONJ
fbem-31695	10	10	logistics	logistic	NOUN
fbem-31695	10	11	,	,	PUNCT
fbem-31695	10	12	ai	ai	VERB
fbem-31695	10	13	has	have	AUX
fbem-31695	10	14	been	be	AUX
fbem-31695	10	15	widely	widely	ADV
fbem-31695	10	16	acknowledged	acknowledge	VERB
fbem-31695	10	17	as	as	ADP
fbem-31695	10	18	a	a	DET
fbem-31695	10	19	catalyst	catalyst	NOUN
fbem-31695	10	20	for	for	ADP
fbem-31695	10	21	efficiency	efficiency	NOUN
fbem-31695	10	22	gains	gain	NOUN
fbem-31695	10	23	and	and	CCONJ
fbem-31695	10	24	new	new	ADJ
fbem-31695	10	25	service	service	NOUN
fbem-31695	10	26	models	model	NOUN
fbem-31695	10	27	[	[	X
fbem-31695	10	28	1	1	NUM
fbem-31695	10	29	,	,	PUNCT
fbem-31695	10	30	2	2	NUM
fbem-31695	10	31	]	]	PUNCT
fbem-31695	10	32	.	.	PUNCT
fbem-31695	11	1	among	among	ADP
fbem-31695	11	2	various	various	ADJ
fbem-31695	11	3	manufacturing	manufacturing	NOUN
fbem-31695	11	4	industries	industry	NOUN
fbem-31695	11	5	,	,	PUNCT
fbem-31695	11	6	the	the	DET
fbem-31695	11	7	automotive	automotive	ADJ
fbem-31695	11	8	sector	sector	NOUN
fbem-31695	11	9	stands	stand	VERB
fbem-31695	11	10	out	out	ADP
fbem-31695	11	11	owing	owe	VERB
fbem-31695	11	12	to	to	ADP
fbem-31695	11	13	its	its	PRON
fbem-31695	11	14	high	high	ADJ
fbem-31695	11	15	capital	capital	NOUN
fbem-31695	11	16	intensity	intensity	NOUN
fbem-31695	11	17	,	,	PUNCT
fbem-31695	11	18	complex	complex	ADJ
fbem-31695	11	19	supply	supply	NOUN
fbem-31695	11	20	chains	chain	NOUN
fbem-31695	11	21	,	,	PUNCT
fbem-31695	11	22	and	and	CCONJ
fbem-31695	11	23	the	the	DET
fbem-31695	11	24	strategic	strategic	ADJ
fbem-31695	11	25	importance	importance	NOUN
fbem-31695	11	26	of	of	ADP
fbem-31695	11	27	continuous	continuous	ADJ
fbem-31695	11	28	product	product	NOUN
fbem-31695	11	29	and	and	CCONJ
fbem-31695	11	30	process	process	NOUN
fbem-31695	11	31	innovation	innovation	NOUN
fbem-31695	11	32	.	.	PUNCT
fbem-31695	12	1	traditional	traditional	ADJ
fbem-31695	12	2	automotive	automotive	ADJ
fbem-31695	12	3	manufacturing	manufacturing	NOUN
fbem-31695	12	4	has	have	AUX
fbem-31695	12	5	historically	historically	ADV
fbem-31695	12	6	relied	rely	VERB
fbem-31695	12	7	on	on	ADP
fbem-31695	12	8	large	large	ADJ
fbem-31695	12	9	-	-	PUNCT
fbem-31695	12	10	scale	scale	NOUN
fbem-31695	12	11	assembly	assembly	NOUN
fbem-31695	12	12	lines	line	NOUN
fbem-31695	12	13	,	,	PUNCT
fbem-31695	12	14	rigid	rigid	ADJ
fbem-31695	12	15	production	production	NOUN
fbem-31695	12	16	systems	system	NOUN
fbem-31695	12	17	,	,	PUNCT
fbem-31695	12	18	and	and	CCONJ
fbem-31695	12	19	standardized	standardized	ADJ
fbem-31695	12	20	modules	module	NOUN
fbem-31695	12	21	[	[	X
fbem-31695	12	22	3	3	NUM
fbem-31695	12	23	]	]	PUNCT
fbem-31695	12	24	.	.	PUNCT
fbem-31695	13	1	while	while	SCONJ
fbem-31695	13	2	these	these	DET
fbem-31695	13	3	practices	practice	NOUN
fbem-31695	13	4	have	have	AUX
fbem-31695	13	5	driven	drive	VERB
fbem-31695	13	6	economies	economy	NOUN
fbem-31695	13	7	of	of	ADP
fbem-31695	13	8	scale	scale	NOUN
fbem-31695	13	9	,	,	PUNCT
fbem-31695	13	10	they	they	PRON
fbem-31695	13	11	have	have	AUX
fbem-31695	13	12	also	also	ADV
fbem-31695	13	13	engendered	engender	VERB
fbem-31695	13	14	inflexibility	inflexibility	NOUN
fbem-31695	13	15	and	and	CCONJ
fbem-31695	13	16	limited	limited	ADJ
fbem-31695	13	17	responsiveness	responsiveness	NOUN
fbem-31695	13	18	to	to	ADP
fbem-31695	13	19	rapidly	rapidly	ADV
fbem-31695	13	20	changing	change	VERB
fbem-31695	13	21	consumer	consumer	NOUN
fbem-31695	13	22	preferences	preference	NOUN
fbem-31695	13	23	and	and	CCONJ
fbem-31695	13	24	regulatory	regulatory	ADJ
fbem-31695	13	25	requirements	requirement	NOUN
fbem-31695	13	26	.	.	PUNCT
fbem-31695	14	1	recent	recent	ADJ
fbem-31695	14	2	market	market	NOUN
fbem-31695	14	3	pressures	pressure	NOUN
fbem-31695	14	4	—	—	PUNCT
fbem-31695	14	5	such	such	ADJ
fbem-31695	14	6	as	as	ADP
fbem-31695	14	7	the	the	DET
fbem-31695	14	8	global	global	ADJ
fbem-31695	14	9	shift	shift	NOUN
fbem-31695	14	10	toward	toward	ADP
fbem-31695	14	11	electrification	electrification	NOUN
fbem-31695	14	12	,	,	PUNCT
fbem-31695	14	13	increased	increase	VERB
fbem-31695	14	14	regulatory	regulatory	ADJ
fbem-31695	14	15	stringency	stringency	NOUN
fbem-31695	14	16	on	on	ADP
fbem-31695	14	17	emissions	emission	NOUN
fbem-31695	14	18	,	,	PUNCT
fbem-31695	14	19	and	and	CCONJ
fbem-31695	14	20	rising	rise	VERB
fbem-31695	14	21	consumer	consumer	NOUN
fbem-31695	14	22	demand	demand	NOUN
fbem-31695	14	23	for	for	ADP
fbem-31695	14	24	personalization	personalization	NOUN
fbem-31695	14	25	—	—	PUNCT
fbem-31695	14	26	have	have	AUX
fbem-31695	14	27	compelled	compel	VERB
fbem-31695	14	28	automotive	automotive	ADJ
fbem-31695	14	29	manufacturers	manufacturer	NOUN
fbem-31695	14	30	to	to	PART
fbem-31695	14	31	pursue	pursue	VERB
fbem-31695	14	32	innovation	innovation	NOUN
fbem-31695	14	33	across	across	ADP
fbem-31695	14	34	products	product	NOUN
fbem-31695	14	35	,	,	PUNCT
fbem-31695	14	36	processes	process	NOUN
fbem-31695	14	37	,	,	PUNCT
fbem-31695	14	38	and	and	CCONJ
fbem-31695	14	39	business	business	NOUN
fbem-31695	14	40	models	model	NOUN
fbem-31695	14	41	[	[	X
fbem-31695	14	42	4	4	NUM
fbem-31695	14	43	,	,	PUNCT
fbem-31695	14	44	5	5	NUM
fbem-31695	14	45	]	]	PUNCT
fbem-31695	14	46	.	.	PUNCT
fbem-31695	15	1	simultaneously	simultaneously	ADV
fbem-31695	15	2	,	,	PUNCT
fbem-31695	15	3	digital	digital	ADJ
fbem-31695	15	4	technologies	technology	NOUN
fbem-31695	15	5	have	have	AUX
fbem-31695	15	6	begun	begin	VERB
fbem-31695	15	7	to	to	PART
fbem-31695	15	8	permeate	permeate	VERB
fbem-31695	15	9	manufacturing	manufacturing	NOUN
fbem-31695	15	10	operations	operation	NOUN
fbem-31695	15	11	.	.	PUNCT
fbem-31695	16	1	despite	despite	SCONJ
fbem-31695	16	2	these	these	DET
fbem-31695	16	3	sporadic	sporadic	ADJ
fbem-31695	16	4	advances	advance	NOUN
fbem-31695	16	5	,	,	PUNCT
fbem-31695	16	6	a	a	DET
fbem-31695	16	7	unified	unified	ADJ
fbem-31695	16	8	,	,	PUNCT
fbem-31695	16	9	process	process	NOUN
fbem-31695	16	10	-	-	PUNCT
fbem-31695	16	11	oriented	orient	VERB
fbem-31695	16	12	framework	framework	NOUN
fbem-31695	16	13	explaining	explain	VERB
fbem-31695	16	14	how	how	SCONJ
fbem-31695	16	15	ai	ai	AUX
fbem-31695	16	16	fosters	foster	VERB
fbem-31695	16	17	innovation	innovation	NOUN
fbem-31695	16	18	upgrades	upgrade	NOUN
fbem-31695	16	19	in	in	ADP
fbem-31695	16	20	automotive	automotive	ADJ
fbem-31695	16	21	manufacturing	manufacturing	NOUN
fbem-31695	16	22	—	—	PUNCT
fbem-31695	16	23	and	and	CCONJ
fbem-31695	16	24	how	how	SCONJ
fbem-31695	16	25	it	it	PRON
fbem-31695	16	26	influences	influence	VERB
fbem-31695	16	27	inter	inter	ADJ
fbem-31695	16	28	-	-	ADJ
fbem-31695	16	29	enterprise	enterprise	ADJ
fbem-31695	16	30	collaboration	collaboration	NOUN
fbem-31695	16	31	within	within	ADP
fbem-31695	16	32	the	the	DET
fbem-31695	16	33	automotive	automotive	ADJ
fbem-31695	16	34	industry	industry	NOUN
fbem-31695	16	35	value	value	NOUN
fbem-31695	16	36	chain	chain	NOUN
fbem-31695	16	37	—	—	PUNCT
fbem-31695	16	38	remains	remain	VERB
fbem-31695	16	39	underdeveloped	underdeveloped	ADJ
fbem-31695	16	40	.	.	PUNCT
fbem-31695	17	1	many	many	ADJ
fbem-31695	17	2	extant	extant	ADJ
fbem-31695	17	3	studies	study	NOUN
fbem-31695	17	4	on	on	ADP
fbem-31695	17	5	ai	ai	VERB
fbem-31695	17	6	in	in	ADP
fbem-31695	17	7	automotive	automotive	ADJ
fbem-31695	17	8	contexts	context	NOUN
fbem-31695	17	9	tend	tend	VERB
fbem-31695	17	10	to	to	PART
fbem-31695	17	11	focus	focus	VERB
fbem-31695	17	12	on	on	ADP
fbem-31695	17	13	autonomous	autonomous	ADJ
fbem-31695	17	14	driving	driving	NOUN
fbem-31695	17	15	,	,	PUNCT
fbem-31695	17	16	predictive	predictive	ADJ
fbem-31695	17	17	maintenance	maintenance	NOUN
fbem-31695	17	18	,	,	PUNCT
fbem-31695	17	19	or	or	CCONJ
fbem-31695	17	20	logistic	logistic	ADJ
fbem-31695	17	21	optimization	optimization	NOUN
fbem-31695	17	22	[	[	X
fbem-31695	17	23	6	6	NUM
fbem-31695	17	24	,	,	PUNCT
fbem-31695	17	25	7	7	NUM
fbem-31695	17	26	]	]	PUNCT
fbem-31695	17	27	.	.	PUNCT
fbem-31695	18	1	less	less	ADJ
fbem-31695	18	2	attention	attention	NOUN
fbem-31695	18	3	has	have	AUX
fbem-31695	18	4	been	be	AUX
fbem-31695	18	5	paid	pay	VERB
fbem-31695	18	6	to	to	ADP
fbem-31695	18	7	the	the	DET
fbem-31695	18	8	systematic	systematic	ADJ
fbem-31695	18	9	integration	integration	NOUN
fbem-31695	18	10	of	of	ADP
fbem-31695	18	11	ai	ai	VERB
fbem-31695	18	12	into	into	ADP
fbem-31695	18	13	core	core	NOUN
fbem-31695	18	14	manufacturing	manufacturing	NOUN
fbem-31695	18	15	processes	process	NOUN
fbem-31695	18	16	(	(	PUNCT
fbem-31695	18	17	i.e.	i.e.	X
fbem-31695	18	18	,	,	PUNCT
fbem-31695	18	19	stamping	stamping	NOUN
fbem-31695	18	20	,	,	PUNCT
fbem-31695	18	21	welding	welding	NOUN
fbem-31695	18	22	,	,	PUNCT
fbem-31695	18	23	painting	painting	NOUN
fbem-31695	18	24	,	,	PUNCT
fbem-31695	18	25	assembly	assembly	NOUN
fbem-31695	18	26	)	)	PUNCT
fbem-31695	18	27	and	and	CCONJ
fbem-31695	18	28	its	its	PRON
fbem-31695	18	29	impact	impact	NOUN
fbem-31695	18	30	on	on	ADP
fbem-31695	18	31	both	both	CCONJ
fbem-31695	18	32	firm	firm	ADJ
fbem-31695	18	33	-	-	PUNCT
fbem-31695	18	34	level	level	NOUN
fbem-31695	18	35	and	and	CCONJ
fbem-31695	18	36	supply	supply	NOUN
fbem-31695	18	37	-	-	PUNCT
fbem-31695	18	38	chain	chain	NOUN
fbem-31695	18	39	-	-	PUNCT
fbem-31695	18	40	level	level	NOUN
fbem-31695	18	41	innovation	innovation	NOUN
fbem-31695	18	42	outcomes	outcome	NOUN
fbem-31695	18	43	[	[	X
fbem-31695	18	44	8	8	NUM
fbem-31695	18	45	]	]	PUNCT
fbem-31695	18	46	.	.	PUNCT
fbem-31695	19	1	moreover	moreover	ADV
fbem-31695	19	2	,	,	PUNCT
fbem-31695	19	3	while	while	SCONJ
fbem-31695	19	4	scholars	scholar	NOUN
fbem-31695	19	5	acknowledge	acknowledge	VERB
fbem-31695	19	6	that	that	SCONJ
fbem-31695	19	7	data	datum	NOUN
fbem-31695	19	8	sharing	sharing	NOUN
fbem-31695	19	9	and	and	CCONJ
fbem-31695	19	10	digital	digital	ADJ
fbem-31695	19	11	platforms	platform	NOUN
fbem-31695	19	12	could	could	AUX
fbem-31695	19	13	enable	enable	VERB
fbem-31695	19	14	industry	industry	NOUN
fbem-31695	19	15	-	-	PUNCT
fbem-31695	19	16	wide	wide	ADJ
fbem-31695	19	17	collaboration	collaboration	NOUN
fbem-31695	19	18	[	[	X
fbem-31695	19	19	9	9	NUM
fbem-31695	19	20	,	,	PUNCT
fbem-31695	19	21	10	10	NUM
fbem-31695	19	22	]	]	PUNCT
fbem-31695	19	23	,	,	PUNCT
fbem-31695	19	24	empirical	empirical	ADJ
fbem-31695	19	25	evidence	evidence	NOUN
fbem-31695	19	26	on	on	ADP
fbem-31695	19	27	how	how	SCONJ
fbem-31695	19	28	ai	ai	AUX
fbem-31695	19	29	specifically	specifically	ADV
fbem-31695	19	30	catalyzes	catalyze	VERB
fbem-31695	19	31	cross	cross	ADJ
fbem-31695	19	32	-	-	ADJ
fbem-31695	19	33	organizational	organizational	ADJ
fbem-31695	19	34	innovation	innovation	NOUN
fbem-31695	19	35	in	in	ADP
fbem-31695	19	36	an	an	DET
fbem-31695	19	37	automotive	automotive	ADJ
fbem-31695	19	38	ecosystem	ecosystem	NOUN
fbem-31695	19	39	is	be	AUX
fbem-31695	19	40	limited	limit	VERB
fbem-31695	19	41	,	,	PUNCT
fbem-31695	19	42	particularly	particularly	ADV
fbem-31695	19	43	within	within	ADP
fbem-31695	19	44	emerging	emerge	VERB
fbem-31695	19	45	markets	market	NOUN
fbem-31695	19	46	such	such	ADJ
fbem-31695	19	47	as	as	ADP
fbem-31695	19	48	china	china	PROPN
fbem-31695	19	49	.	.	PUNCT
fbem-31695	20	1	this	this	DET
fbem-31695	20	2	paper	paper	NOUN
fbem-31695	20	3	aims	aim	VERB
fbem-31695	20	4	to	to	PART
fbem-31695	20	5	fill	fill	VERB
fbem-31695	20	6	these	these	DET
fbem-31695	20	7	gaps	gap	NOUN
fbem-31695	20	8	by	by	ADP
fbem-31695	20	9	(	(	PUNCT
fbem-31695	20	10	1	1	X
fbem-31695	20	11	)	)	PUNCT
fbem-31695	20	12	developing	develop	VERB
fbem-31695	20	13	a	a	DET
fbem-31695	20	14	comprehensive	comprehensive	ADJ
fbem-31695	20	15	theoretical	theoretical	ADJ
fbem-31695	20	16	framework	framework	NOUN
fbem-31695	20	17	that	that	PRON
fbem-31695	20	18	articulates	articulate	VERB
fbem-31695	20	19	the	the	DET
fbem-31695	20	20	pathways	pathway	NOUN
fbem-31695	20	21	through	through	ADP
fbem-31695	20	22	which	which	PRON
fbem-31695	20	23	ai	ai	VERB
fbem-31695	20	24	drives	drive	VERB
fbem-31695	20	25	innovation	innovation	NOUN
fbem-31695	20	26	upgrades	upgrade	NOUN
fbem-31695	20	27	in	in	ADP
fbem-31695	20	28	automotive	automotive	ADJ
fbem-31695	20	29	manufacturing	manufacturing	NOUN
fbem-31695	20	30	,	,	PUNCT
fbem-31695	20	31	(	(	PUNCT
fbem-31695	20	32	2	2	X
fbem-31695	20	33	)	)	PUNCT
fbem-31695	20	34	empirically	empirically	ADV
fbem-31695	20	35	testing	test	VERB
fbem-31695	20	36	that	that	DET
fbem-31695	20	37	framework	framework	NOUN
fbem-31695	20	38	via	via	ADP
fbem-31695	20	39	a	a	DET
fbem-31695	20	40	mixed	mixed	ADJ
fbem-31695	20	41	-	-	PUNCT
fbem-31695	20	42	methods	method	NOUN
fbem-31695	20	43	approach	approach	NOUN
fbem-31695	20	44	grounded	ground	VERB
fbem-31695	20	45	in	in	ADP
fbem-31695	20	46	questionnaire	questionnaire	NOUN
fbem-31695	20	47	surveys	survey	NOUN
fbem-31695	20	48	and	and	CCONJ
fbem-31695	20	49	case	case	NOUN
fbem-31695	20	50	studies	study	NOUN
fbem-31695	20	51	of	of	ADP
fbem-31695	20	52	chinese	chinese	ADJ
fbem-31695	20	53	automotive	automotive	ADJ
fbem-31695	20	54	manufacturers	manufacturer	NOUN
fbem-31695	20	55	,	,	PUNCT
fbem-31695	20	56	and	and	CCONJ
fbem-31695	20	57	(	(	PUNCT
fbem-31695	20	58	3	3	X
fbem-31695	20	59	)	)	PUNCT
fbem-31695	20	60	deriving	derive	VERB
fbem-31695	20	61	actionable	actionable	ADJ
fbem-31695	20	62	insights	insight	NOUN
fbem-31695	20	63	for	for	ADP
fbem-31695	20	64	managers	manager	NOUN
fbem-31695	20	65	and	and	CCONJ
fbem-31695	20	66	policymakers	policymaker	NOUN
fbem-31695	20	67	on	on	ADP
fbem-31695	20	68	how	how	SCONJ
fbem-31695	20	69	to	to	PART
fbem-31695	20	70	effectively	effectively	ADV
fbem-31695	20	71	leverage	leverage	VERB
fbem-31695	20	72	ai	ai	VERB
fbem-31695	20	73	for	for	ADP
fbem-31695	20	74	both	both	PRON
fbem-31695	20	75	process	process	NOUN
fbem-31695	20	76	innovation	innovation	NOUN
fbem-31695	20	77	and	and	CCONJ
fbem-31695	20	78	inter	inter	ADJ
fbem-31695	20	79	-	-	ADJ
fbem-31695	20	80	enterprise	enterprise	ADJ
fbem-31695	20	81	collaboration	collaboration	NOUN
fbem-31695	20	82	.	.	PUNCT
fbem-31695	21	1	2	2	X
fbem-31695	21	2	.	.	X
fbem-31695	21	3	literature	literature	NOUN
fbem-31695	21	4	review	review	VERB
fbem-31695	21	5	2.1	2.1	NUM
fbem-31695	21	6	.	.	PUNCT
fbem-31695	22	1	ai	ai	VERB
fbem-31695	22	2	applications	application	NOUN
fbem-31695	22	3	in	in	ADP
fbem-31695	22	4	manufacturing	manufacturing	NOUN
fbem-31695	22	5	in	in	ADP
fbem-31695	22	6	manufacturing	manufacturing	NOUN
fbem-31695	22	7	,	,	PUNCT
fbem-31695	22	8	ai	ai	VERB
fbem-31695	22	9	applications	application	NOUN
fbem-31695	22	10	can	can	AUX
fbem-31695	22	11	be	be	AUX
fbem-31695	22	12	categorized	categorize	VERB
fbem-31695	22	13	into	into	ADP
fbem-31695	22	14	four	four	NUM
fbem-31695	22	15	primary	primary	ADJ
fbem-31695	22	16	domains	domain	NOUN
fbem-31695	22	17	:	:	PUNCT
fbem-31695	22	18	(	(	PUNCT
fbem-31695	22	19	1	1	X
fbem-31695	22	20	)	)	PUNCT
fbem-31695	22	21	production	production	NOUN
fbem-31695	22	22	planning	planning	NOUN
fbem-31695	22	23	and	and	CCONJ
fbem-31695	22	24	scheduling	scheduling	NOUN
fbem-31695	22	25	.	.	PUNCT
fbem-31695	23	1	(	(	PUNCT
fbem-31695	23	2	2	2	X
fbem-31695	23	3	)	)	PUNCT
fbem-31695	23	4	quality	quality	NOUN
fbem-31695	23	5	control	control	NOUN
fbem-31695	23	6	and	and	CCONJ
fbem-31695	23	7	inspection	inspection	NOUN
fbem-31695	23	8	.	.	PUNCT
fbem-31695	24	1	(	(	PUNCT
fbem-31695	24	2	3	3	X
fbem-31695	24	3	)	)	PUNCT
fbem-31695	24	4	predictive	predictive	ADJ
fbem-31695	24	5	maintenance	maintenance	NOUN
fbem-31695	24	6	.	.	PUNCT
fbem-31695	25	1	(	(	PUNCT
fbem-31695	25	2	4	4	X
fbem-31695	25	3	)	)	PUNCT
fbem-31695	25	4	flexible	flexible	ADJ
fbem-31695	25	5	automation	automation	NOUN
fbem-31695	25	6	and	and	CCONJ
fbem-31695	25	7	robotics	robotic	NOUN
fbem-31695	25	8	.	.	PUNCT
fbem-31695	26	1	while	while	SCONJ
fbem-31695	26	2	these	these	DET
fbem-31695	26	3	studies	study	NOUN
fbem-31695	26	4	illustrate	illustrate	VERB
fbem-31695	26	5	discrete	discrete	ADJ
fbem-31695	26	6	ai	ai	PROPN
fbem-31695	26	7	applications	application	NOUN
fbem-31695	26	8	,	,	PUNCT
fbem-31695	26	9	they	they	PRON
fbem-31695	26	10	often	often	ADV
fbem-31695	26	11	lack	lack	VERB
fbem-31695	26	12	a	a	DET
fbem-31695	26	13	processcentric	processcentric	ADJ
fbem-31695	26	14	perspective	perspective	NOUN
fbem-31695	26	15	that	that	PRON
fbem-31695	26	16	examines	examine	VERB
fbem-31695	26	17	how	how	SCONJ
fbem-31695	26	18	ai	ai	NOUN
fbem-31695	26	19	transforms	transform	VERB
fbem-31695	26	20	the	the	DET
fbem-31695	26	21	entire	entire	ADJ
fbem-31695	26	22	manufacturing	manufacturing	NOUN
fbem-31695	26	23	workflow	workflow	NOUN
fbem-31695	26	24	from	from	ADP
fbem-31695	26	25	resource	resource	NOUN
fbem-31695	26	26	acquisition	acquisition	NOUN
fbem-31695	26	27	to	to	ADP
fbem-31695	26	28	final	final	ADJ
fbem-31695	26	29	assembly	assembly	NOUN
fbem-31695	26	30	.	.	PUNCT
fbem-31695	27	1	additionally	additionally	ADV
fbem-31695	27	2	,	,	PUNCT
fbem-31695	27	3	most	most	ADJ
fbem-31695	27	4	research	research	NOUN
fbem-31695	27	5	investigates	investigate	VERB
fbem-31695	27	6	single	single	ADJ
fbem-31695	27	7	technologies	technology	NOUN
fbem-31695	27	8	in	in	ADP
fbem-31695	27	9	isolation	isolation	NOUN
fbem-31695	27	10	rather	rather	ADV
fbem-31695	27	11	than	than	ADP
fbem-31695	27	12	exploring	explore	VERB
fbem-31695	27	13	how	how	SCONJ
fbem-31695	27	14	integrated	integrated	ADJ
fbem-31695	27	15	ai	ai	NOUN
fbem-31695	27	16	systems	system	NOUN
fbem-31695	27	17	can	can	AUX
fbem-31695	27	18	drive	drive	VERB
fbem-31695	27	19	systemic	systemic	ADJ
fbem-31695	27	20	innovation	innovation	NOUN
fbem-31695	27	21	across	across	ADP
fbem-31695	27	22	multiple	multiple	ADJ
fbem-31695	27	23	manufacturing	manufacturing	NOUN
fbem-31695	27	24	functions	function	NOUN
fbem-31695	27	25	[	[	X
fbem-31695	27	26	11	11	NUM
fbem-31695	27	27	,	,	PUNCT
fbem-31695	27	28	12	12	NUM
fbem-31695	27	29	]	]	PUNCT
fbem-31695	27	30	.	.	PUNCT
fbem-31695	28	1	2.2	2.2	NUM
fbem-31695	28	2	.	.	PUNCT
fbem-31695	28	3	automotive	automotive	ADJ
fbem-31695	28	4	industry	industry	NOUN
fbem-31695	28	5	innovation	innovation	NOUN
fbem-31695	28	6	innovation	innovation	NOUN
fbem-31695	28	7	in	in	ADP
fbem-31695	28	8	the	the	DET
fbem-31695	28	9	automotive	automotive	ADJ
fbem-31695	28	10	sector	sector	NOUN
fbem-31695	28	11	encompasses	encompass	VERB
fbem-31695	28	12	product	product	NOUN
fbem-31695	28	13	innovation	innovation	NOUN
fbem-31695	28	14	(	(	PUNCT
fbem-31695	28	15	e.g.	e.g.	ADV
fbem-31695	28	16	,	,	PUNCT
fbem-31695	28	17	electric	electric	ADJ
fbem-31695	28	18	vehicles	vehicle	NOUN
fbem-31695	28	19	,	,	PUNCT
fbem-31695	28	20	connected	connected	ADJ
fbem-31695	28	21	cars	car	NOUN
fbem-31695	28	22	)	)	PUNCT
fbem-31695	28	23	,	,	PUNCT
fbem-31695	28	24	process	process	VERB
fbem-31695	28	25	12	12	NUM
fbem-31695	28	26	innovation	innovation	NOUN
fbem-31695	28	27	(	(	PUNCT
fbem-31695	28	28	e.g.	e.g.	ADV
fbem-31695	28	29	,	,	PUNCT
fbem-31695	28	30	lean	lean	ADJ
fbem-31695	28	31	manufacturing	manufacturing	NOUN
fbem-31695	28	32	,	,	PUNCT
fbem-31695	28	33	modular	modular	ADJ
fbem-31695	28	34	assembly	assembly	NOUN
fbem-31695	28	35	)	)	PUNCT
fbem-31695	28	36	,	,	PUNCT
fbem-31695	28	37	and	and	CCONJ
fbem-31695	28	38	business	business	NOUN
fbem-31695	28	39	model	model	NOUN
fbem-31695	28	40	innovation	innovation	NOUN
fbem-31695	28	41	(	(	PUNCT
fbem-31695	28	42	e.g.	e.g.	ADV
fbem-31695	28	43	,	,	PUNCT
fbem-31695	28	44	mobility	mobility	NOUN
fbem-31695	28	45	-	-	PUNCT
fbem-31695	28	46	as	as	ADP
fbem-31695	28	47	-	-	PUNCT
fbem-31695	28	48	a	a	DET
fbem-31695	28	49	-	-	PUNCT
fbem-31695	28	50	service	service	NOUN
fbem-31695	28	51	)	)	PUNCT
fbem-31695	29	1	[	[	X
fbem-31695	29	2	4	4	NUM
fbem-31695	29	3	,	,	PUNCT
fbem-31695	29	4	13	13	NUM
fbem-31695	29	5	]	]	PUNCT
fbem-31695	29	6	.	.	PUNCT
fbem-31695	30	1	traditionally	traditionally	ADV
fbem-31695	30	2	,	,	PUNCT
fbem-31695	30	3	leading	lead	VERB
fbem-31695	30	4	automakers	automaker	NOUN
fbem-31695	30	5	relied	rely	VERB
fbem-31695	30	6	on	on	ADP
fbem-31695	30	7	incremental	incremental	ADJ
fbem-31695	30	8	process	process	NOUN
fbem-31695	30	9	improvements	improvement	NOUN
fbem-31695	30	10	—	—	PUNCT
fbem-31695	30	11	such	such	ADJ
fbem-31695	30	12	as	as	ADP
fbem-31695	30	13	just	just	ADV
fbem-31695	30	14	-	-	PUNCT
fbem-31695	30	15	in	in	ADP
fbem-31695	30	16	-	-	PUNCT
fbem-31695	30	17	time	time	NOUN
fbem-31695	30	18	production	production	NOUN
fbem-31695	30	19	—	—	PUNCT
fbem-31695	30	20	to	to	PART
fbem-31695	30	21	drive	drive	VERB
fbem-31695	30	22	competitiveness	competitiveness	NOUN
fbem-31695	30	23	[	[	X
fbem-31695	30	24	14	14	NUM
fbem-31695	30	25	]	]	PUNCT
fbem-31695	30	26	.	.	PUNCT
fbem-31695	31	1	more	more	ADV
fbem-31695	31	2	recently	recently	ADV
fbem-31695	31	3	,	,	PUNCT
fbem-31695	31	4	digital	digital	ADJ
fbem-31695	31	5	disruptions	disruption	NOUN
fbem-31695	31	6	have	have	AUX
fbem-31695	31	7	triggered	trigger	VERB
fbem-31695	31	8	new	new	ADJ
fbem-31695	31	9	forms	form	NOUN
fbem-31695	31	10	of	of	ADP
fbem-31695	31	11	innovation	innovation	NOUN
fbem-31695	31	12	.	.	PUNCT
fbem-31695	32	1	although	although	SCONJ
fbem-31695	32	2	scholars	scholar	NOUN
fbem-31695	32	3	recognize	recognize	VERB
fbem-31695	32	4	ai	ai	VERB
fbem-31695	32	5	as	as	ADP
fbem-31695	32	6	a	a	DET
fbem-31695	32	7	driver	driver	NOUN
fbem-31695	32	8	of	of	ADP
fbem-31695	32	9	smart	smart	ADJ
fbem-31695	32	10	manufacturing	manufacturing	NOUN
fbem-31695	32	11	,	,	PUNCT
fbem-31695	32	12	empirical	empirical	ADJ
fbem-31695	32	13	research	research	NOUN
fbem-31695	32	14	on	on	ADP
fbem-31695	32	15	the	the	DET
fbem-31695	32	16	direct	direct	ADJ
fbem-31695	32	17	relationship	relationship	NOUN
fbem-31695	32	18	between	between	ADP
fbem-31695	32	19	ai	ai	PRON
fbem-31695	32	20	adoption	adoption	NOUN
fbem-31695	32	21	and	and	CCONJ
fbem-31695	32	22	manufacturing	manufacturing	NOUN
fbem-31695	32	23	innovation	innovation	NOUN
fbem-31695	32	24	performance	performance	NOUN
fbem-31695	32	25	remains	remain	VERB
fbem-31695	32	26	sparse	sparse	ADJ
fbem-31695	32	27	[	[	X
fbem-31695	32	28	15	15	NUM
fbem-31695	32	29	]	]	PUNCT
fbem-31695	32	30	.	.	PUNCT
fbem-31695	33	1	moreover	moreover	ADV
fbem-31695	33	2	,	,	PUNCT
fbem-31695	33	3	most	most	ADJ
fbem-31695	33	4	studies	study	NOUN
fbem-31695	33	5	focus	focus	VERB
fbem-31695	33	6	on	on	ADP
fbem-31695	33	7	developed	develop	VERB
fbem-31695	33	8	economies	economy	NOUN
fbem-31695	33	9	;	;	PUNCT
fbem-31695	33	10	there	there	PRON
fbem-31695	33	11	is	be	VERB
fbem-31695	33	12	a	a	DET
fbem-31695	33	13	dearth	dearth	NOUN
fbem-31695	33	14	of	of	ADP
fbem-31695	33	15	empirical	empirical	ADJ
fbem-31695	33	16	evidence	evidence	NOUN
fbem-31695	33	17	from	from	ADP
fbem-31695	33	18	emerging	emerge	VERB
fbem-31695	33	19	markets	market	NOUN
fbem-31695	33	20	such	such	ADJ
fbem-31695	33	21	as	as	ADP
fbem-31695	33	22	china	china	PROPN
fbem-31695	33	23	,	,	PUNCT
fbem-31695	33	24	where	where	SCONJ
fbem-31695	33	25	industry	industry	NOUN
fbem-31695	33	26	ecosystems	ecosystem	NOUN
fbem-31695	33	27	,	,	PUNCT
fbem-31695	33	28	regulatory	regulatory	ADJ
fbem-31695	33	29	environments	environment	NOUN
fbem-31695	33	30	,	,	PUNCT
fbem-31695	33	31	and	and	CCONJ
fbem-31695	33	32	talent	talent	NOUN
fbem-31695	33	33	pools	pool	NOUN
fbem-31695	33	34	differ	differ	VERB
fbem-31695	33	35	significantly	significantly	ADV
fbem-31695	33	36	[	[	X
fbem-31695	33	37	16	16	NUM
fbem-31695	33	38	]	]	PUNCT
fbem-31695	33	39	.	.	PUNCT
fbem-31695	34	1	2.3	2.3	NUM
fbem-31695	34	2	.	.	PUNCT
fbem-31695	35	1	inter	inter	ADJ
fbem-31695	35	2	-	-	ADJ
fbem-31695	35	3	enterprise	enterprise	ADJ
fbem-31695	35	4	collaboration	collaboration	NOUN
fbem-31695	35	5	and	and	CCONJ
fbem-31695	35	6	innovation	innovation	NOUN
fbem-31695	35	7	performance	performance	NOUN
fbem-31695	35	8	innovation	innovation	NOUN
fbem-31695	35	9	in	in	ADP
fbem-31695	35	10	complex	complex	ADJ
fbem-31695	35	11	industries	industry	NOUN
fbem-31695	35	12	like	like	ADP
fbem-31695	35	13	automotive	automotive	NOUN
fbem-31695	35	14	often	often	ADV
fbem-31695	35	15	requires	require	VERB
fbem-31695	35	16	collaboration	collaboration	NOUN
fbem-31695	35	17	among	among	ADP
fbem-31695	35	18	multiple	multiple	ADJ
fbem-31695	35	19	stakeholders	stakeholder	NOUN
fbem-31695	35	20	—	—	PUNCT
fbem-31695	35	21	oems	oem	NOUN
fbem-31695	35	22	,	,	PUNCT
fbem-31695	35	23	first	first	ADJ
fbem-31695	35	24	-	-	PUNCT
fbem-31695	35	25	tier	tier	NOUN
fbem-31695	35	26	and	and	CCONJ
fbem-31695	35	27	second	second	ADJ
fbem-31695	35	28	-	-	PUNCT
fbem-31695	35	29	tier	tier	NOUN
fbem-31695	35	30	suppliers	supplier	NOUN
fbem-31695	35	31	,	,	PUNCT
fbem-31695	35	32	technology	technology	NOUN
fbem-31695	35	33	vendors	vendor	NOUN
fbem-31695	35	34	,	,	PUNCT
fbem-31695	35	35	and	and	CCONJ
fbem-31695	35	36	research	research	NOUN
fbem-31695	35	37	institutes	institute	NOUN
fbem-31695	35	38	[	[	X
fbem-31695	35	39	17	17	NUM
fbem-31695	35	40	,	,	PUNCT
fbem-31695	35	41	18	18	NUM
fbem-31695	35	42	]	]	PUNCT
fbem-31695	35	43	.	.	PUNCT
fbem-31695	36	1	the	the	DET
fbem-31695	36	2	concept	concept	NOUN
fbem-31695	36	3	of	of	ADP
fbem-31695	36	4	“	"	PUNCT
fbem-31695	36	5	innovation	innovation	NOUN
fbem-31695	36	6	ecosystems	ecosystem	NOUN
fbem-31695	36	7	”	"	PUNCT
fbem-31695	36	8	emphasizes	emphasize	VERB
fbem-31695	36	9	how	how	SCONJ
fbem-31695	36	10	digital	digital	ADJ
fbem-31695	36	11	platforms	platform	NOUN
fbem-31695	36	12	can	can	AUX
fbem-31695	36	13	integrate	integrate	VERB
fbem-31695	36	14	diverse	diverse	ADJ
fbem-31695	36	15	actors	actor	NOUN
fbem-31695	36	16	,	,	PUNCT
fbem-31695	36	17	enabling	enable	VERB
fbem-31695	36	18	knowledge	knowledge	NOUN
fbem-31695	36	19	spillovers	spillover	NOUN
fbem-31695	36	20	and	and	CCONJ
fbem-31695	36	21	co	co	NOUN
fbem-31695	36	22	-	-	NOUN
fbem-31695	36	23	creation	creation	NOUN
fbem-31695	36	24	[	[	X
fbem-31695	36	25	19	19	NUM
fbem-31695	36	26	]	]	PUNCT
fbem-31695	36	27	.	.	PUNCT
fbem-31695	37	1	studies	study	NOUN
fbem-31695	37	2	have	have	AUX
fbem-31695	37	3	demonstrated	demonstrate	VERB
fbem-31695	37	4	that	that	SCONJ
fbem-31695	37	5	collaborative	collaborative	ADJ
fbem-31695	37	6	innovation	innovation	NOUN
fbem-31695	37	7	networks	network	NOUN
fbem-31695	37	8	yield	yield	VERB
fbem-31695	37	9	higher	high	ADJ
fbem-31695	37	10	r\&d	r\&d	NOUN
fbem-31695	37	11	productivity	productivity	NOUN
fbem-31695	37	12	and	and	CCONJ
fbem-31695	37	13	faster	fast	ADJ
fbem-31695	37	14	time	time	NOUN
fbem-31695	37	15	-	-	PUNCT
fbem-31695	37	16	tomarket	tomarket	NOUN
fbem-31695	37	17	in	in	ADP
fbem-31695	37	18	automotive	automotive	ADJ
fbem-31695	37	19	settings	setting	NOUN
fbem-31695	37	20	.	.	PUNCT
fbem-31695	38	1	however	however	ADV
fbem-31695	38	2	,	,	PUNCT
fbem-31695	38	3	the	the	DET
fbem-31695	38	4	role	role	NOUN
fbem-31695	38	5	of	of	ADP
fbem-31695	38	6	ai	ai	NOUN
fbem-31695	38	7	as	as	ADP
fbem-31695	38	8	an	an	DET
fbem-31695	38	9	enabling	enable	VERB
fbem-31695	38	10	technology	technology	NOUN
fbem-31695	38	11	for	for	ADP
fbem-31695	38	12	such	such	ADJ
fbem-31695	38	13	collaboration	collaboration	NOUN
fbem-31695	38	14	is	be	AUX
fbem-31695	38	15	underexplored	underexplored	ADJ
fbem-31695	38	16	.	.	PUNCT
fbem-31695	39	1	specifically	specifically	ADV
fbem-31695	39	2	,	,	PUNCT
fbem-31695	39	3	questions	question	NOUN
fbem-31695	39	4	remain	remain	VERB
fbem-31695	39	5	regarding	regard	VERB
fbem-31695	39	6	how	how	SCONJ
fbem-31695	39	7	ai	ai	AUX
fbem-31695	39	8	-	-	PUNCT
fbem-31695	39	9	mediated	mediate	VERB
fbem-31695	39	10	platforms	platform	NOUN
fbem-31695	39	11	influence	influence	NOUN
fbem-31695	39	12	trust	trust	PROPN
fbem-31695	39	13	,	,	PUNCT
fbem-31695	39	14	knowledge	knowledge	NOUN
fbem-31695	39	15	sharing	sharing	NOUN
fbem-31695	39	16	,	,	PUNCT
fbem-31695	39	17	and	and	CCONJ
fbem-31695	39	18	coinnovation	coinnovation	NOUN
fbem-31695	39	19	outcomes	outcome	NOUN
fbem-31695	39	20	across	across	ADP
fbem-31695	39	21	geographically	geographically	ADV
fbem-31695	39	22	dispersed	disperse	VERB
fbem-31695	39	23	supply	supply	NOUN
fbem-31695	39	24	chains	chain	NOUN
fbem-31695	39	25	.	.	PUNCT
fbem-31695	40	1	3	3	X
fbem-31695	40	2	.	.	X
fbem-31695	40	3	research	research	NOUN
fbem-31695	40	4	methods	method	NOUN
fbem-31695	40	5	3.1	3.1	NUM
fbem-31695	40	6	.	.	PUNCT
fbem-31695	41	1	theoretical	theoretical	ADJ
fbem-31695	41	2	models	model	NOUN
fbem-31695	41	3	and	and	CCONJ
fbem-31695	41	4	hypotheses	hypothesis	NOUN
fbem-31695	41	5	we	we	PRON
fbem-31695	41	6	have	have	AUX
fbem-31695	41	7	constructed	construct	VERB
fbem-31695	41	8	a	a	DET
fbem-31695	41	9	research	research	NOUN
fbem-31695	41	10	model	model	NOUN
fbem-31695	41	11	to	to	PART
fbem-31695	41	12	explore	explore	VERB
fbem-31695	41	13	the	the	DET
fbem-31695	41	14	role	role	NOUN
fbem-31695	41	15	of	of	ADP
fbem-31695	41	16	ai	ai	VERB
fbem-31695	41	17	in	in	ADP
fbem-31695	41	18	manufacturing	manufacturing	NOUN
fbem-31695	41	19	process	process	NOUN
fbem-31695	41	20	optimization	optimization	NOUN
fbem-31695	41	21	and	and	CCONJ
fbem-31695	41	22	interenterprise	interenterprise	NOUN
fbem-31695	41	23	collaboration	collaboration	NOUN
fbem-31695	41	24	,	,	PUNCT
fbem-31695	41	25	and	and	CCONJ
fbem-31695	41	26	further	far	ADV
fbem-31695	41	27	analyze	analyze	VERB
fbem-31695	41	28	its	its	PRON
fbem-31695	41	29	impact	impact	NOUN
fbem-31695	41	30	on	on	ADP
fbem-31695	41	31	manufacturing	manufacture	VERB
fbem-31695	41	32	innovation	innovation	NOUN
fbem-31695	41	33	performance	performance	NOUN
fbem-31695	41	34	(	(	PUNCT
fbem-31695	41	35	including	include	VERB
fbem-31695	41	36	incremental	incremental	ADJ
fbem-31695	41	37	and	and	CCONJ
fbem-31695	41	38	breakthrough	breakthrough	NOUN
fbem-31695	41	39	innovations	innovation	NOUN
fbem-31695	41	40	)	)	PUNCT
fbem-31695	41	41	.	.	PUNCT
fbem-31695	42	1	the	the	DET
fbem-31695	42	2	model	model	NOUN
fbem-31695	42	3	includes	include	VERB
fbem-31695	42	4	four	four	NUM
fbem-31695	42	5	core	core	NOUN
fbem-31695	42	6	variables	variable	NOUN
fbem-31695	42	7	:	:	PUNCT
fbem-31695	42	8	ai	ai	VERB
fbem-31695	42	9	application	application	NOUN
fbem-31695	42	10	,	,	PUNCT
fbem-31695	42	11	process	process	NOUN
fbem-31695	42	12	innovation	innovation	NOUN
fbem-31695	42	13	,	,	PUNCT
fbem-31695	42	14	collaborative	collaborative	ADJ
fbem-31695	42	15	cooperation	cooperation	NOUN
fbem-31695	42	16	and	and	CCONJ
fbem-31695	42	17	innovation	innovation	NOUN
fbem-31695	42	18	performance	performance	NOUN
fbem-31695	42	19	,	,	PUNCT
fbem-31695	42	20	and	and	CCONJ
fbem-31695	42	21	five	five	NUM
fbem-31695	42	22	research	research	NOUN
fbem-31695	42	23	hypotheses	hypothesis	NOUN
fbem-31695	42	24	are	be	AUX
fbem-31695	42	25	set	set	VERB
fbem-31695	42	26	to	to	PART
fbem-31695	42	27	verify	verify	VERB
fbem-31695	42	28	the	the	DET
fbem-31695	42	29	path	path	NOUN
fbem-31695	42	30	relationship	relationship	NOUN
fbem-31695	42	31	among	among	ADP
fbem-31695	42	32	them	they	PRON
fbem-31695	42	33	.	.	PUNCT
fbem-31695	43	1	3.2	3.2	NUM
fbem-31695	43	2	.	.	PUNCT
fbem-31695	44	1	research	research	NOUN
fbem-31695	44	2	design	design	NOUN
fbem-31695	44	3	adopt	adopt	VERB
fbem-31695	44	4	a	a	DET
fbem-31695	44	5	mixed	mixed	ADJ
fbem-31695	44	6	approach	approach	NOUN
fbem-31695	44	7	,	,	PUNCT
fbem-31695	44	8	including	include	VERB
fbem-31695	44	9	:	:	PUNCT
fbem-31695	44	10	questionnaire	questionnaire	NOUN
fbem-31695	44	11	survey	survey	NOUN
fbem-31695	44	12	:	:	PUNCT
fbem-31695	44	13	targeting	target	VERB
fbem-31695	44	14	technical	technical	ADJ
fbem-31695	44	15	and	and	CCONJ
fbem-31695	44	16	management	management	NOUN
fbem-31695	44	17	personnel	personnel	NOUN
fbem-31695	44	18	in	in	ADP
fbem-31695	44	19	china	china	PROPN
fbem-31695	44	20	's	's	PART
fbem-31695	44	21	automotive	automotive	ADJ
fbem-31695	44	22	manufacturing	manufacturing	NOUN
fbem-31695	44	23	enterprises	enterprise	NOUN
fbem-31695	44	24	,	,	PUNCT
fbem-31695	44	25	collect	collect	VERB
fbem-31695	44	26	data	datum	NOUN
fbem-31695	44	27	related	relate	VERB
fbem-31695	44	28	to	to	ADP
fbem-31695	44	29	the	the	DET
fbem-31695	44	30	current	current	ADJ
fbem-31695	44	31	status	status	NOUN
fbem-31695	44	32	of	of	ADP
fbem-31695	44	33	ai	ai	PROPN
fbem-31695	44	34	application	application	NOUN
fbem-31695	44	35	,	,	PUNCT
fbem-31695	44	36	process	process	NOUN
fbem-31695	44	37	innovation	innovation	NOUN
fbem-31695	44	38	,	,	PUNCT
fbem-31695	44	39	enterprise	enterprise	NOUN
fbem-31695	44	40	collaboration	collaboration	NOUN
fbem-31695	44	41	and	and	CCONJ
fbem-31695	44	42	innovation	innovation	NOUN
fbem-31695	44	43	achievements	achievement	NOUN
fbem-31695	44	44	.	.	PUNCT
fbem-31695	45	1	case	case	NOUN
fbem-31695	45	2	study	study	NOUN
fbem-31695	45	3	:	:	PUNCT
fbem-31695	45	4	in	in	ADP
fbem-31695	45	5	-	-	PUNCT
fbem-31695	45	6	depth	depth	NOUN
fbem-31695	45	7	interviews	interview	NOUN
fbem-31695	45	8	with	with	ADP
fbem-31695	45	9	representative	representative	ADJ
fbem-31695	45	10	enterprises	enterprise	NOUN
fbem-31695	45	11	such	such	ADJ
fbem-31695	45	12	as	as	ADP
fbem-31695	45	13	byd	byd	PROPN
fbem-31695	45	14	,	,	PUNCT
fbem-31695	45	15	nio	nio	PROPN
fbem-31695	45	16	,	,	PUNCT
fbem-31695	45	17	and	and	CCONJ
fbem-31695	45	18	great	great	ADJ
fbem-31695	45	19	wall	wall	NOUN
fbem-31695	45	20	motor	motor	NOUN
fbem-31695	45	21	,	,	PUNCT
fbem-31695	45	22	as	as	ADV
fbem-31695	45	23	well	well	ADV
fbem-31695	45	24	as	as	ADP
fbem-31695	45	25	suppliers	supplier	NOUN
fbem-31695	45	26	like	like	ADP
fbem-31695	45	27	bosch	bosch	PROPN
fbem-31695	45	28	and	and	CCONJ
fbem-31695	45	29	continental	continental	ADJ
fbem-31695	45	30	,	,	PUNCT
fbem-31695	45	31	to	to	PART
fbem-31695	45	32	analyze	analyze	VERB
fbem-31695	45	33	the	the	DET
fbem-31695	45	34	effectiveness	effectiveness	NOUN
fbem-31695	45	35	and	and	CCONJ
fbem-31695	45	36	implementation	implementation	NOUN
fbem-31695	45	37	difficulties	difficulty	NOUN
fbem-31695	45	38	of	of	ADP
fbem-31695	45	39	ai	ai	ADJ
fbem-31695	45	40	applications	application	NOUN
fbem-31695	45	41	.	.	PUNCT
fbem-31695	46	1	3.3	3.3	NUM
fbem-31695	46	2	.	.	PUNCT
fbem-31695	47	1	questionnaire	questionnaire	NOUN
fbem-31695	47	2	data	datum	NOUN
fbem-31695	47	3	a	a	DET
fbem-31695	47	4	total	total	NOUN
fbem-31695	47	5	of	of	ADP
fbem-31695	47	6	236	236	NUM
fbem-31695	47	7	valid	valid	ADJ
fbem-31695	47	8	questionnaires	questionnaire	NOUN
fbem-31695	47	9	were	be	AUX
fbem-31695	47	10	retrieved	retrieve	VERB
fbem-31695	47	11	,	,	PUNCT
fbem-31695	47	12	covering	cover	VERB
fbem-31695	47	13	vehicle	vehicle	NOUN
fbem-31695	47	14	manufacturers	manufacturer	NOUN
fbem-31695	47	15	,	,	PUNCT
fbem-31695	47	16	tier	tier	NOUN
fbem-31695	47	17	1	1	NUM
fbem-31695	47	18	suppliers	supplier	NOUN
fbem-31695	47	19	and	and	CCONJ
fbem-31695	47	20	ai	ai	VERB
fbem-31695	47	21	technology	technology	NOUN
fbem-31695	47	22	service	service	NOUN
fbem-31695	47	23	providers	provider	NOUN
fbem-31695	47	24	.	.	PUNCT
fbem-31695	48	1	all	all	DET
fbem-31695	48	2	the	the	DET
fbem-31695	48	3	measured	measured	ADJ
fbem-31695	48	4	indicators	indicator	NOUN
fbem-31695	48	5	were	be	AUX
fbem-31695	48	6	measured	measure	VERB
fbem-31695	48	7	using	use	VERB
fbem-31695	48	8	a	a	DET
fbem-31695	48	9	fivepoint	fivepoint	NOUN
fbem-31695	48	10	scale	scale	NOUN
fbem-31695	48	11	,	,	PUNCT
fbem-31695	48	12	focusing	focus	VERB
fbem-31695	48	13	on	on	ADP
fbem-31695	48	14	dimensions	dimension	NOUN
fbem-31695	48	15	such	such	ADJ
fbem-31695	48	16	as	as	ADP
fbem-31695	48	17	the	the	DET
fbem-31695	48	18	degree	degree	NOUN
fbem-31695	48	19	of	of	ADP
fbem-31695	48	20	ai	ai	PRON
fbem-31695	48	21	application	application	NOUN
fbem-31695	48	22	,	,	PUNCT
fbem-31695	48	23	process	process	NOUN
fbem-31695	48	24	optimization	optimization	NOUN
fbem-31695	48	25	and	and	CCONJ
fbem-31695	48	26	improvement	improvement	NOUN
fbem-31695	48	27	,	,	PUNCT
fbem-31695	48	28	crossenterprise	crossenterprise	NOUN
fbem-31695	48	29	data	datum	NOUN
fbem-31695	48	30	sharing	sharing	NOUN
fbem-31695	48	31	and	and	CCONJ
fbem-31695	48	32	collaboration	collaboration	NOUN
fbem-31695	48	33	,	,	PUNCT
fbem-31695	48	34	as	as	ADV
fbem-31695	48	35	well	well	ADV
fbem-31695	48	36	as	as	ADP
fbem-31695	48	37	innovation	innovation	NOUN
fbem-31695	48	38	achievements	achievement	NOUN
fbem-31695	48	39	.	.	PUNCT
fbem-31695	49	1	the	the	DET
fbem-31695	49	2	results	result	NOUN
fbem-31695	49	3	of	of	ADP
fbem-31695	49	4	the	the	DET
fbem-31695	49	5	reliability	reliability	NOUN
fbem-31695	49	6	and	and	CCONJ
fbem-31695	49	7	validity	validity	NOUN
fbem-31695	49	8	analysis	analysis	NOUN
fbem-31695	49	9	show	show	VERB
fbem-31695	49	10	that	that	SCONJ
fbem-31695	49	11	the	the	DET
fbem-31695	49	12	measurement	measurement	NOUN
fbem-31695	49	13	tools	tool	NOUN
fbem-31695	49	14	for	for	ADP
fbem-31695	49	15	all	all	DET
fbem-31695	49	16	variables	variable	NOUN
fbem-31695	49	17	have	have	VERB
fbem-31695	49	18	good	good	ADJ
fbem-31695	49	19	consistency	consistency	NOUN
fbem-31695	49	20	and	and	CCONJ
fbem-31695	49	21	discrimination	discrimination	NOUN
fbem-31695	49	22	.	.	PUNCT
fbem-31695	50	1	3.4	3.4	NUM
fbem-31695	50	2	.	.	PUNCT
fbem-31695	50	3	case	case	NOUN
fbem-31695	50	4	analysis	analysis	NOUN
fbem-31695	50	5	five	five	NUM
fbem-31695	50	6	representative	representative	ADJ
fbem-31695	50	7	enterprises	enterprise	NOUN
fbem-31695	50	8	were	be	AUX
fbem-31695	50	9	selected	select	VERB
fbem-31695	50	10	for	for	ADP
fbem-31695	50	11	interviews	interview	NOUN
fbem-31695	50	12	and	and	CCONJ
fbem-31695	50	13	document	document	NOUN
fbem-31695	50	14	analysis	analysis	NOUN
fbem-31695	50	15	.	.	PUNCT
fbem-31695	51	1	by	by	ADP
fbem-31695	51	2	summarizing	summarize	VERB
fbem-31695	51	3	the	the	DET
fbem-31695	51	4	typical	typical	ADJ
fbem-31695	51	5	experiences	experience	NOUN
fbem-31695	51	6	of	of	ADP
fbem-31695	51	7	enterprises	enterprise	NOUN
fbem-31695	51	8	in	in	ADP
fbem-31695	51	9	the	the	DET
fbem-31695	51	10	process	process	NOUN
fbem-31695	51	11	of	of	ADP
fbem-31695	51	12	ai	ai	ADJ
fbem-31695	51	13	application	application	NOUN
fbem-31695	51	14	,	,	PUNCT
fbem-31695	51	15	verify	verify	VERB
fbem-31695	51	16	the	the	DET
fbem-31695	51	17	findings	finding	NOUN
fbem-31695	51	18	of	of	ADP
fbem-31695	51	19	the	the	DET
fbem-31695	51	20	questionnaire	questionnaire	NOUN
fbem-31695	51	21	survey	survey	NOUN
fbem-31695	51	22	and	and	CCONJ
fbem-31695	51	23	supplement	supplement	VERB
fbem-31695	51	24	the	the	DET
fbem-31695	51	25	situational	situational	ADJ
fbem-31695	51	26	details	detail	NOUN
fbem-31695	51	27	.	.	PUNCT
fbem-31695	52	1	4	4	X
fbem-31695	52	2	.	.	NOUN
fbem-31695	52	3	results	result	VERB
fbem-31695	52	4	4.1	4.1	NUM
fbem-31695	52	5	.	.	PUNCT
fbem-31695	52	6	descriptive	descriptive	ADJ
fbem-31695	52	7	statistics	statistic	NOUN
fbem-31695	52	8	and	and	CCONJ
fbem-31695	52	9	correlations	correlation	NOUN
fbem-31695	52	10	table1	table1	PROPN
fbem-31695	52	11	presents	present	NOUN
fbem-31695	52	12	means	mean	NOUN
fbem-31695	52	13	,	,	PUNCT
fbem-31695	52	14	standard	standard	ADJ
fbem-31695	52	15	deviations	deviation	NOUN
fbem-31695	52	16	,	,	PUNCT
fbem-31695	52	17	and	and	CCONJ
fbem-31695	52	18	interconstruct	interconstruct	PROPN
fbem-31695	52	19	pearson	pearson	PROPN
fbem-31695	52	20	correlations	correlations	PROPN
fbem-31695	52	21	.	.	PUNCT
fbem-31695	53	1	table	table	NOUN
fbem-31695	53	2	1	1	NUM
fbem-31695	53	3	.	.	PUNCT
fbem-31695	53	4	descriptive	descriptive	ADJ
fbem-31695	53	5	statistics	statistic	NOUN
fbem-31695	53	6	and	and	CCONJ
fbem-31695	53	7	correlations	correlation	NOUN
fbem-31695	53	8	construct	construct	VERB
fbem-31695	53	9	mean	mean	NOUN
fbem-31695	53	10	sd	sd	ADP
fbem-31695	53	11	1	1	NUM
fbem-31695	53	12	2	2	NUM
fbem-31695	53	13	3	3	NUM
fbem-31695	53	14	4	4	NUM
fbem-31695	53	15	5	5	NUM
fbem-31695	53	16	1	1	NUM
fbem-31695	53	17	.	.	PUNCT
fbem-31695	54	1	ai	ai	VERB
fbem-31695	54	2	adoption	adoption	NOUN
fbem-31695	54	3	3.72	3.72	NUM
fbem-31695	54	4	0.68	0.68	NUM
fbem-31695	54	5	(	(	PUNCT
fbem-31695	54	6	—	—	PUNCT
fbem-31695	54	7	)	)	PUNCT
fbem-31695	54	8	2	2	NUM
fbem-31695	54	9	.	.	NOUN
fbem-31695	54	10	process	process	NOUN
fbem-31695	54	11	innovation	innovation	NOUN
fbem-31695	54	12	3.65	3.65	NUM
fbem-31695	54	13	0.71	0.71	NUM
fbem-31695	54	14	0.62	0.62	NUM
fbem-31695	54	15	*	*	PUNCT
fbem-31695	54	16	*	*	PUNCT
fbem-31695	54	17	(	(	PUNCT
fbem-31695	54	18	—	—	PUNCT
fbem-31695	54	19	)	)	PUNCT
fbem-31695	54	20	3	3	X
fbem-31695	54	21	.	.	X
fbem-31695	55	1	iec	iec	PROPN
fbem-31695	55	2	3.41	3.41	NUM
fbem-31695	55	3	0.79	0.79	NUM
fbem-31695	55	4	0.54	0.54	NUM
fbem-31695	55	5	*	*	NOUN
fbem-31695	55	6	*	*	PUNCT
fbem-31695	55	7	0.49	0.49	NUM
fbem-31695	55	8	*	*	PUNCT
fbem-31695	55	9	*	*	PUNCT
fbem-31695	55	10	(	(	PUNCT
fbem-31695	55	11	—	—	PUNCT
fbem-31695	55	12	)	)	PUNCT
fbem-31695	55	13	4	4	X
fbem-31695	55	14	.	.	X
fbem-31695	55	15	incremental	incremental	ADJ
fbem-31695	55	16	ip	ip	VERB
fbem-31695	55	17	3.88	3.88	NUM
fbem-31695	55	18	0.63	0.63	NUM
fbem-31695	55	19	0.57	0.57	NUM
fbem-31695	55	20	*	*	PUNCT
fbem-31695	55	21	*	*	PUNCT
fbem-31695	55	22	0.53	0.53	NUM
fbem-31695	55	23	*	*	PUNCT
fbem-31695	55	24	*	*	PUNCT
fbem-31695	55	25	0.45	0.45	NUM
fbem-31695	55	26	*	*	PUNCT
fbem-31695	55	27	*	*	PUNCT
fbem-31695	55	28	(	(	PUNCT
fbem-31695	55	29	—	—	PUNCT
fbem-31695	55	30	)	)	PUNCT
fbem-31695	55	31	5	5	X
fbem-31695	55	32	.	.	X
fbem-31695	55	33	breakthrough	breakthrough	NOUN
fbem-31695	55	34	ip	ip	VERB
fbem-31695	55	35	3.22	3.22	NUM
fbem-31695	55	36	0.84	0.84	NUM
fbem-31695	55	37	0.49	0.49	NUM
fbem-31695	55	38	*	*	PUNCT
fbem-31695	55	39	*	*	PUNCT
fbem-31695	56	1	0.41	0.41	NUM
fbem-31695	56	2	*	*	PUNCT
fbem-31695	56	3	*	*	PUNCT
fbem-31695	56	4	0.38	0.38	NUM
fbem-31695	56	5	*	*	PUNCT
fbem-31695	56	6	*	*	PUNCT
fbem-31695	56	7	0.47	0.47	NUM
fbem-31695	56	8	*	*	PUNCT
fbem-31695	56	9	*	*	PUNCT
fbem-31695	56	10	(	(	PUNCT
fbem-31695	56	11	—	—	PUNCT
fbem-31695	56	12	)	)	PUNCT
fbem-31695	56	13	6	6	NUM
fbem-31695	56	14	.	.	X
fbem-31695	56	15	tms	tms	PROPN
fbem-31695	56	16	3.79	3.79	NUM
fbem-31695	56	17	0.70	0.70	NUM
fbem-31695	56	18	0.43	0.43	NUM
fbem-31695	56	19	*	*	PUNCT
fbem-31695	56	20	*	*	PUNCT
fbem-31695	56	21	0.36	0.36	NUM
fbem-31695	56	22	*	*	NOUN
fbem-31695	56	23	*	*	PUNCT
fbem-31695	56	24	0.29	0.29	NUM
fbem-31695	56	25	*	*	PUNCT
fbem-31695	56	26	*	*	PUNCT
fbem-31695	56	27	0.31	0.31	NUM
fbem-31695	56	28	*	*	PUNCT
fbem-31695	56	29	*	*	PUNCT
fbem-31695	57	1	0.28	0.28	NUM
fbem-31695	57	2	*	*	NOUN
fbem-31695	57	3	*	*	PROPN
fbem-31695	57	4	7	7	X
fbem-31695	57	5	.	.	PUNCT
fbem-31695	57	6	edc	edc	PROPN
fbem-31695	57	7	3.54	3.54	NUM
fbem-31695	57	8	0.76	0.76	NUM
fbem-31695	57	9	0.45	0.45	NUM
fbem-31695	57	10	*	*	PUNCT
fbem-31695	57	11	*	*	PUNCT
fbem-31695	57	12	0.40	0.40	NUM
fbem-31695	57	13	*	*	PUNCT
fbem-31695	57	14	*	*	PUNCT
fbem-31695	57	15	0.34	0.34	NUM
fbem-31695	57	16	*	*	PUNCT
fbem-31695	57	17	*	*	PUNCT
fbem-31695	58	1	0.37	0.37	NUM
fbem-31695	58	2	*	*	PUNCT
fbem-31695	58	3	*	*	PUNCT
fbem-31695	58	4	0.34	0.34	NUM
fbem-31695	58	5	*	*	PUNCT
fbem-31695	58	6	*	*	PUNCT
fbem-31695	58	7	note	note	NOUN
fbem-31695	58	8	:	:	PUNCT
fbem-31695	58	9	p	p	X
fbem-31695	58	10	<	<	X
fbem-31695	58	11	0.01	0.01	NUM
fbem-31695	58	12	.	.	PUNCT
fbem-31695	59	1	these	these	DET
fbem-31695	59	2	correlations	correlation	NOUN
fbem-31695	59	3	demonstrate	demonstrate	VERB
fbem-31695	59	4	significant	significant	ADJ
fbem-31695	59	5	positive	positive	ADJ
fbem-31695	59	6	relationships	relationship	NOUN
fbem-31695	59	7	among	among	ADP
fbem-31695	59	8	key	key	ADJ
fbem-31695	59	9	constructs	construct	NOUN
fbem-31695	59	10	,	,	PUNCT
fbem-31695	59	11	supporting	support	VERB
fbem-31695	59	12	preliminary	preliminary	ADJ
fbem-31695	59	13	hypotheses	hypothesis	NOUN
fbem-31695	59	14	that	that	PRON
fbem-31695	59	15	ai	ai	VERB
fbem-31695	59	16	adoption	adoption	NOUN
fbem-31695	59	17	relates	relate	VERB
fbem-31695	59	18	to	to	PART
fbem-31695	59	19	process	process	VERB
fbem-31695	59	20	innovation	innovation	NOUN
fbem-31695	59	21	,	,	PUNCT
fbem-31695	59	22	collaboration	collaboration	NOUN
fbem-31695	59	23	,	,	PUNCT
fbem-31695	59	24	and	and	CCONJ
fbem-31695	59	25	innovation	innovation	NOUN
fbem-31695	59	26	performance	performance	NOUN
fbem-31695	59	27	.	.	PUNCT
fbem-31695	60	1	4.2	4.2	NUM
fbem-31695	60	2	.	.	PUNCT
fbem-31695	60	3	hypothesis	hypothesis	NOUN
fbem-31695	60	4	testing	test	VERB
fbem-31695	60	5	the	the	DET
fbem-31695	60	6	research	research	NOUN
fbem-31695	60	7	hypotheses	hypothesis	NOUN
fbem-31695	60	8	were	be	AUX
fbem-31695	60	9	verified	verify	VERB
fbem-31695	60	10	by	by	ADP
fbem-31695	60	11	using	use	VERB
fbem-31695	60	12	the	the	DET
fbem-31695	60	13	structural	structural	ADJ
fbem-31695	60	14	equation	equation	NOUN
fbem-31695	60	15	model	model	NOUN
fbem-31695	60	16	(	(	PUNCT
fbem-31695	60	17	sem	sem	NOUN
fbem-31695	60	18	)	)	PUNCT
fbem-31695	60	19	,	,	PUNCT
fbem-31695	60	20	and	and	CCONJ
fbem-31695	60	21	the	the	DET
fbem-31695	60	22	model	model	NOUN
fbem-31695	60	23	fit	fit	ADJ
fbem-31695	60	24	well	well	ADV
fbem-31695	60	25	:	:	PUNCT
fbem-31695	60	26	ai	ai	AUX
fbem-31695	60	27	applications	application	NOUN
fbem-31695	60	28	have	have	VERB
fbem-31695	60	29	a	a	DET
fbem-31695	60	30	significant	significant	ADJ
fbem-31695	60	31	positive	positive	ADJ
fbem-31695	60	32	impact	impact	NOUN
fbem-31695	60	33	on	on	ADP
fbem-31695	60	34	process	process	NOUN
fbem-31695	60	35	innovation	innovation	NOUN
fbem-31695	60	36	(	(	PUNCT
fbem-31695	60	37	β=0.58	β=0.58	ADJ
fbem-31695	60	38	)	)	PUNCT
fbem-31695	60	39	and	and	CCONJ
fbem-31695	60	40	enterprise	enterprise	NOUN
fbem-31695	60	41	collaboration	collaboration	NOUN
fbem-31695	60	42	(	(	PUNCT
fbem-31695	60	43	β=0.51	β=0.51	NOUN
fbem-31695	60	44	)	)	PUNCT
fbem-31695	60	45	.	.	PUNCT
fbem-31695	61	1	process	process	NOUN
fbem-31695	61	2	innovation	innovation	NOUN
fbem-31695	61	3	and	and	CCONJ
fbem-31695	61	4	collaboration	collaboration	NOUN
fbem-31695	61	5	have	have	VERB
fbem-31695	61	6	significant	significant	ADJ
fbem-31695	61	7	positive	positive	ADJ
fbem-31695	61	8	impacts	impact	NOUN
fbem-31695	61	9	on	on	ADP
fbem-31695	61	10	both	both	CCONJ
fbem-31695	61	11	incremental	incremental	ADJ
fbem-31695	61	12	and	and	CCONJ
fbem-31695	61	13	breakthrough	breakthrough	NOUN
fbem-31695	61	14	innovations	innovation	NOUN
fbem-31695	61	15	in	in	ADP
fbem-31695	61	16	innovation	innovation	NOUN
fbem-31695	61	17	performance	performance	NOUN
fbem-31695	61	18	respectively	respectively	ADV
fbem-31695	61	19	.	.	PUNCT
fbem-31695	62	1	the	the	DET
fbem-31695	62	2	mediating	mediate	VERB
fbem-31695	62	3	effect	effect	NOUN
fbem-31695	62	4	analysis	analysis	NOUN
fbem-31695	62	5	shows	show	VERB
fbem-31695	62	6	that	that	SCONJ
fbem-31695	62	7	process	process	NOUN
fbem-31695	62	8	innovation	innovation	NOUN
fbem-31695	62	9	and	and	CCONJ
fbem-31695	62	10	collaboration	collaboration	NOUN
fbem-31695	62	11	play	play	VERB
fbem-31695	62	12	a	a	DET
fbem-31695	62	13	key	key	ADJ
fbem-31695	62	14	mediating	mediate	VERB
fbem-31695	62	15	role	role	NOUN
fbem-31695	62	16	in	in	ADP
fbem-31695	62	17	the	the	DET
fbem-31695	62	18	path	path	NOUN
fbem-31695	62	19	of	of	ADP
fbem-31695	62	20	ai	ai	AUX
fbem-31695	62	21	influencing	influence	VERB
fbem-31695	62	22	innovation	innovation	NOUN
fbem-31695	62	23	performance	performance	NOUN
fbem-31695	62	24	.	.	PUNCT
fbem-31695	63	1	13	13	NUM
fbem-31695	63	2	4.3	4.3	NUM
fbem-31695	63	3	.	.	PUNCT
fbem-31695	64	1	case	case	NOUN
fbem-31695	64	2	verification	verification	NOUN
fbem-31695	64	3	byd	byd	PROPN
fbem-31695	64	4	:	:	PUNCT
fbem-31695	64	5	the	the	DET
fbem-31695	64	6	ai	ai	NOUN
fbem-31695	64	7	system	system	NOUN
fbem-31695	64	8	reduces	reduce	VERB
fbem-31695	64	9	the	the	DET
fbem-31695	64	10	welding	welding	NOUN
fbem-31695	64	11	defect	defect	NOUN
fbem-31695	64	12	rate	rate	NOUN
fbem-31695	64	13	and	and	CCONJ
fbem-31695	64	14	saves	save	VERB
fbem-31695	64	15	the	the	DET
fbem-31695	64	16	average	average	ADJ
fbem-31695	64	17	annual	annual	ADJ
fbem-31695	64	18	cost	cost	NOUN
fbem-31695	64	19	.	.	PUNCT
fbem-31695	65	1	the	the	DET
fbem-31695	65	2	data	data	NOUN
fbem-31695	65	3	platform	platform	NOUN
fbem-31695	65	4	promotes	promote	VERB
fbem-31695	65	5	collaboration	collaboration	NOUN
fbem-31695	65	6	with	with	ADP
fbem-31695	65	7	battery	battery	NOUN
fbem-31695	65	8	suppliers	supplier	NOUN
fbem-31695	65	9	.	.	PUNCT
fbem-31695	66	1	nio	nio	PROPN
fbem-31695	66	2	:	:	PUNCT
fbem-31695	66	3	digital	digital	ADJ
fbem-31695	66	4	twin	twin	ADJ
fbem-31695	66	5	system	system	NOUN
fbem-31695	66	6	optimizes	optimize	VERB
fbem-31695	66	7	assembly	assembly	NOUN
fbem-31695	66	8	process	process	NOUN
fbem-31695	66	9	;	;	PUNCT
fbem-31695	66	10	ai	ai	VERB
fbem-31695	66	11	collaborative	collaborative	ADJ
fbem-31695	66	12	robots	robot	NOUN
fbem-31695	66	13	enhance	enhance	VERB
fbem-31695	66	14	the	the	DET
fbem-31695	66	15	efficiency	efficiency	NOUN
fbem-31695	66	16	of	of	ADP
fbem-31695	66	17	battery	battery	NOUN
fbem-31695	66	18	assembly	assembly	NOUN
fbem-31695	66	19	.	.	PUNCT
fbem-31695	67	1	great	great	ADJ
fbem-31695	67	2	wall	wall	PROPN
fbem-31695	67	3	motor	motor	PROPN
fbem-31695	67	4	:	:	PUNCT
fbem-31695	67	5	ai	ai	VERB
fbem-31695	67	6	detection	detection	NOUN
fbem-31695	67	7	improves	improve	VERB
fbem-31695	67	8	the	the	DET
fbem-31695	67	9	yield	yield	NOUN
fbem-31695	67	10	rate	rate	NOUN
fbem-31695	67	11	of	of	ADP
fbem-31695	67	12	paint	paint	NOUN
fbem-31695	67	13	processes	process	NOUN
fbem-31695	67	14	;	;	PUNCT
fbem-31695	67	15	it	it	PRON
fbem-31695	67	16	is	be	AUX
fbem-31695	67	17	still	still	ADV
fbem-31695	67	18	in	in	ADP
fbem-31695	67	19	the	the	DET
fbem-31695	67	20	partial	partial	ADJ
fbem-31695	67	21	pilot	pilot	NOUN
fbem-31695	67	22	stage	stage	NOUN
fbem-31695	67	23	and	and	CCONJ
fbem-31695	67	24	the	the	DET
fbem-31695	67	25	data	data	NOUN
fbem-31695	67	26	integration	integration	NOUN
fbem-31695	67	27	is	be	AUX
fbem-31695	67	28	limited	limited	ADJ
fbem-31695	67	29	.	.	PUNCT
fbem-31695	68	1	bosch	bosch	PROPN
fbem-31695	68	2	china	china	PROPN
fbem-31695	68	3	:	:	PUNCT
fbem-31695	68	4	providing	provide	VERB
fbem-31695	68	5	learnable	learnable	ADJ
fbem-31695	68	6	robots	robot	NOUN
fbem-31695	68	7	and	and	CCONJ
fbem-31695	68	8	industrial	industrial	ADJ
fbem-31695	68	9	platforms	platform	NOUN
fbem-31695	68	10	to	to	PART
fbem-31695	68	11	help	help	VERB
fbem-31695	68	12	multiple	multiple	ADJ
fbem-31695	68	13	oems	oem	NOUN
fbem-31695	68	14	achieve	achieve	VERB
fbem-31695	68	15	cross	cross	ADJ
fbem-31695	68	16	-	-	ADJ
fbem-31695	68	17	factory	factory	ADJ
fbem-31695	68	18	data	datum	NOUN
fbem-31695	68	19	benchmarking	benchmarke	VERB
fbem-31695	68	20	.	.	PUNCT
fbem-31695	69	1	these	these	DET
fbem-31695	69	2	cases	case	NOUN
fbem-31695	69	3	further	far	ADV
fbem-31695	69	4	confirm	confirm	VERB
fbem-31695	69	5	the	the	DET
fbem-31695	69	6	positive	positive	ADJ
fbem-31695	69	7	role	role	NOUN
fbem-31695	69	8	of	of	ADP
fbem-31695	69	9	ai	ai	VERB
fbem-31695	69	10	in	in	ADP
fbem-31695	69	11	optimizing	optimize	VERB
fbem-31695	69	12	manufacturing	manufacturing	NOUN
fbem-31695	69	13	processes	process	NOUN
fbem-31695	69	14	and	and	CCONJ
fbem-31695	69	15	promoting	promote	VERB
fbem-31695	69	16	collaborative	collaborative	ADJ
fbem-31695	69	17	innovation	innovation	NOUN
fbem-31695	69	18	,	,	PUNCT
fbem-31695	69	19	while	while	SCONJ
fbem-31695	69	20	also	also	ADV
fbem-31695	69	21	revealing	reveal	VERB
fbem-31695	69	22	practical	practical	ADJ
fbem-31695	69	23	challenges	challenge	NOUN
fbem-31695	69	24	such	such	ADJ
fbem-31695	69	25	as	as	ADP
fbem-31695	69	26	data	datum	NOUN
fbem-31695	69	27	silos	silo	NOUN
fbem-31695	69	28	and	and	CCONJ
fbem-31695	69	29	talent	talent	NOUN
fbem-31695	69	30	shortages	shortage	NOUN
fbem-31695	69	31	.	.	PUNCT
fbem-31695	70	1	4.4	4.4	NUM
fbem-31695	70	2	.	.	PUNCT
fbem-31695	70	3	synthesis	synthesis	NOUN
fbem-31695	70	4	of	of	ADP
fbem-31695	70	5	quantitative	quantitative	ADJ
fbem-31695	70	6	and	and	CCONJ
fbem-31695	70	7	qualitative	qualitative	ADJ
fbem-31695	70	8	findings	finding	NOUN
fbem-31695	70	9	by	by	ADP
fbem-31695	70	10	triangulating	triangulate	VERB
fbem-31695	70	11	survey	survey	NOUN
fbem-31695	70	12	and	and	CCONJ
fbem-31695	70	13	case	case	NOUN
fbem-31695	70	14	results	result	NOUN
fbem-31695	70	15	,	,	PUNCT
fbem-31695	70	16	we	we	PRON
fbem-31695	70	17	derive	derive	VERB
fbem-31695	70	18	the	the	DET
fbem-31695	70	19	following	follow	VERB
fbem-31695	70	20	key	key	ADJ
fbem-31695	70	21	insights	insight	NOUN
fbem-31695	70	22	:	:	PUNCT
fbem-31695	70	23	(	(	PUNCT
fbem-31695	70	24	1	1	X
fbem-31695	70	25	)	)	PUNCT
fbem-31695	70	26	ai	ai	VERB
fbem-31695	70	27	’s	’s	ADJ
fbem-31695	70	28	direct	direct	ADJ
fbem-31695	70	29	impact	impact	NOUN
fbem-31695	70	30	on	on	ADP
fbem-31695	70	31	process	process	NOUN
fbem-31695	70	32	innovation	innovation	NOUN
fbem-31695	70	33	.	.	PUNCT
fbem-31695	71	1	quantitative	quantitative	ADJ
fbem-31695	71	2	data	datum	NOUN
fbem-31695	71	3	show	show	VERB
fbem-31695	71	4	strong	strong	ADJ
fbem-31695	71	5	correlations	correlation	NOUN
fbem-31695	71	6	between	between	ADP
fbem-31695	71	7	ai	ai	PRON
fbem-31695	71	8	adoption	adoption	NOUN
fbem-31695	71	9	and	and	CCONJ
fbem-31695	71	10	process	process	NOUN
fbem-31695	71	11	innovation	innovation	NOUN
fbem-31695	71	12	(	(	PUNCT
fbem-31695	71	13	β	β	X
fbem-31695	71	14	=	=	SYM
fbem-31695	71	15	0.58	0.58	NUM
fbem-31695	71	16	,	,	PUNCT
fbem-31695	71	17	p	p	X
fbem-31695	71	18	<	<	X
fbem-31695	71	19	0.001	0.001	NUM
fbem-31695	71	20	)	)	PUNCT
fbem-31695	71	21	,	,	PUNCT
fbem-31695	71	22	corroborated	corroborate	VERB
fbem-31695	71	23	by	by	ADP
fbem-31695	71	24	qualitative	qualitative	ADJ
fbem-31695	71	25	evidence	evidence	NOUN
fbem-31695	71	26	from	from	ADP
fbem-31695	71	27	byd	byd	PROPN
fbem-31695	71	28	and	and	CCONJ
fbem-31695	71	29	nio	nio	PROPN
fbem-31695	71	30	where	where	SCONJ
fbem-31695	71	31	ai	ai	AUX
fbem-31695	71	32	systems	system	NOUN
fbem-31695	71	33	significantly	significantly	ADV
fbem-31695	71	34	improved	improve	VERB
fbem-31695	71	35	stamping	stamp	VERB
fbem-31695	71	36	precision	precision	NOUN
fbem-31695	71	37	and	and	CCONJ
fbem-31695	71	38	production	production	NOUN
fbem-31695	71	39	flexibility	flexibility	NOUN
fbem-31695	71	40	.	.	PUNCT
fbem-31695	72	1	(	(	PUNCT
fbem-31695	72	2	2	2	X
fbem-31695	72	3	)	)	PUNCT
fbem-31695	72	4	collaboration	collaboration	NOUN
fbem-31695	72	5	as	as	ADP
fbem-31695	72	6	a	a	DET
fbem-31695	72	7	mediator	mediator	NOUN
fbem-31695	72	8	.	.	PUNCT
fbem-31695	73	1	inter	inter	ADJ
fbem-31695	73	2	-	-	ADJ
fbem-31695	73	3	enterprise	enterprise	ADJ
fbem-31695	73	4	collaboration	collaboration	NOUN
fbem-31695	73	5	mediates	mediate	NOUN
fbem-31695	73	6	29	29	NUM
fbem-31695	73	7	%	%	NOUN
fbem-31695	73	8	of	of	ADP
fbem-31695	73	9	ai	ai	PROPN
fbem-31695	73	10	’s	’s	PART
fbem-31695	73	11	effect	effect	NOUN
fbem-31695	73	12	on	on	ADP
fbem-31695	73	13	incremental	incremental	ADJ
fbem-31695	73	14	innovation	innovation	NOUN
fbem-31695	73	15	.	.	PUNCT
fbem-31695	74	1	cases	case	NOUN
fbem-31695	74	2	from	from	ADP
fbem-31695	74	3	byd	byd	PROPN
fbem-31695	74	4	and	and	CCONJ
fbem-31695	74	5	bosch	bosch	PROPN
fbem-31695	74	6	illustrate	illustrate	VERB
fbem-31695	74	7	that	that	SCONJ
fbem-31695	74	8	integrated	integrate	VERB
fbem-31695	74	9	data	data	NOUN
fbem-31695	74	10	platforms	platform	NOUN
fbem-31695	74	11	accelerate	accelerate	VERB
fbem-31695	74	12	joint	joint	ADJ
fbem-31695	74	13	problem	problem	NOUN
fbem-31695	74	14	solving	solving	NOUN
fbem-31695	74	15	,	,	PUNCT
fbem-31695	74	16	thereby	thereby	ADV
fbem-31695	74	17	amplifying	amplify	VERB
fbem-31695	74	18	innovation	innovation	NOUN
fbem-31695	74	19	beyond	beyond	ADP
fbem-31695	74	20	firm	firm	ADJ
fbem-31695	74	21	boundaries	boundary	NOUN
fbem-31695	74	22	.	.	PUNCT
fbem-31695	75	1	(	(	PUNCT
fbem-31695	75	2	3	3	X
fbem-31695	75	3	)	)	PUNCT
fbem-31695	75	4	organizational	organizational	ADJ
fbem-31695	75	5	enablers	enabler	NOUN
fbem-31695	75	6	’	'	PUNCT
fbem-31695	75	7	importance	importance	NOUN
fbem-31695	75	8	.	.	PUNCT
fbem-31695	76	1	both	both	PRON
fbem-31695	76	2	topmanagement	topmanagement	NOUN
fbem-31695	76	3	support	support	NOUN
fbem-31695	76	4	and	and	CCONJ
fbem-31695	76	5	employee	employee	NOUN
fbem-31695	76	6	digital	digital	ADJ
fbem-31695	76	7	competencies	competency	NOUN
fbem-31695	76	8	strengthen	strengthen	VERB
fbem-31695	76	9	ai	ai	VERB
fbem-31695	76	10	’s	’s	PART
fbem-31695	76	11	impact	impact	NOUN
fbem-31695	76	12	.	.	PUNCT
fbem-31695	77	1	byd	byd	PROPN
fbem-31695	77	2	’s	’s	PART
fbem-31695	77	3	ceo	ceo	PROPN
fbem-31695	77	4	sponsorship	sponsorship	NOUN
fbem-31695	77	5	and	and	CCONJ
fbem-31695	77	6	nio	nio	PROPN
fbem-31695	77	7	’s	’s	PART
fbem-31695	77	8	talent	talent	NOUN
fbem-31695	77	9	recruitment	recruitment	NOUN
fbem-31695	77	10	strategies	strategy	NOUN
fbem-31695	77	11	exemplify	exemplify	VERB
fbem-31695	77	12	how	how	SCONJ
fbem-31695	77	13	leadership	leadership	NOUN
fbem-31695	77	14	commitment	commitment	NOUN
fbem-31695	77	15	and	and	CCONJ
fbem-31695	77	16	digital	digital	ADJ
fbem-31695	77	17	skills	skill	NOUN
fbem-31695	77	18	boost	boost	VERB
fbem-31695	77	19	ai	ai	PROPN
fbem-31695	77	20	effectiveness	effectiveness	NOUN
fbem-31695	77	21	.	.	PUNCT
fbem-31695	78	1	(	(	PUNCT
fbem-31695	78	2	4	4	X
fbem-31695	78	3	)	)	PUNCT
fbem-31695	78	4	barriers	barrier	NOUN
fbem-31695	78	5	and	and	CCONJ
fbem-31695	78	6	challenges	challenge	NOUN
fbem-31695	78	7	.	.	PUNCT
fbem-31695	79	1	common	common	ADJ
fbem-31695	79	2	obstacles	obstacle	NOUN
fbem-31695	79	3	include	include	VERB
fbem-31695	79	4	data	datum	NOUN
fbem-31695	79	5	silos	silo	NOUN
fbem-31695	79	6	(	(	PUNCT
fbem-31695	79	7	gwm	gwm	PROPN
fbem-31695	79	8	)	)	PUNCT
fbem-31695	79	9	,	,	PUNCT
fbem-31695	79	10	cybersecurity	cybersecurity	NOUN
fbem-31695	79	11	concerns	concern	NOUN
fbem-31695	79	12	(	(	PUNCT
fbem-31695	79	13	gwm	gwm	PROPN
fbem-31695	79	14	)	)	PUNCT
fbem-31695	79	15	,	,	PUNCT
fbem-31695	79	16	talent	talent	NOUN
fbem-31695	79	17	shortages	shortage	NOUN
fbem-31695	79	18	(	(	PUNCT
fbem-31695	79	19	nio	nio	PROPN
fbem-31695	79	20	)	)	PUNCT
fbem-31695	79	21	,	,	PUNCT
fbem-31695	79	22	and	and	CCONJ
fbem-31695	79	23	high	high	ADJ
fbem-31695	79	24	implementation	implementation	NOUN
fbem-31695	79	25	costs	cost	NOUN
fbem-31695	79	26	(	(	PUNCT
fbem-31695	79	27	bosch	bosch	PROPN
fbem-31695	79	28	iaas	iaas	PROPN
fbem-31695	79	29	subscriptions	subscription	NOUN
fbem-31695	79	30	)	)	PUNCT
fbem-31695	79	31	.	.	PUNCT
fbem-31695	80	1	overcoming	overcome	VERB
fbem-31695	80	2	these	these	PRON
fbem-31695	80	3	requires	require	VERB
fbem-31695	80	4	both	both	DET
fbem-31695	80	5	technical	technical	ADJ
fbem-31695	80	6	solutions	solution	NOUN
fbem-31695	80	7	(	(	PUNCT
fbem-31695	80	8	e.g.	e.g.	ADV
fbem-31695	80	9	,	,	PUNCT
fbem-31695	80	10	standardized	standardized	ADJ
fbem-31695	80	11	data	datum	NOUN
fbem-31695	80	12	architectures	architecture	NOUN
fbem-31695	80	13	)	)	PUNCT
fbem-31695	80	14	and	and	CCONJ
fbem-31695	80	15	supportive	supportive	ADJ
fbem-31695	80	16	policies	policy	NOUN
fbem-31695	80	17	(	(	PUNCT
fbem-31695	80	18	e.g.	e.g.	ADV
fbem-31695	80	19	,	,	PUNCT
fbem-31695	80	20	ai	ai	VERB
fbem-31695	80	21	talent	talent	NOUN
fbem-31695	80	22	incentives	incentive	NOUN
fbem-31695	80	23	)	)	PUNCT
fbem-31695	80	24	.	.	PUNCT
fbem-31695	81	1	5	5	X
fbem-31695	81	2	.	.	X
fbem-31695	81	3	discussion	discussion	NOUN
fbem-31695	81	4	5.1	5.1	NUM
fbem-31695	81	5	.	.	PUNCT
fbem-31695	82	1	theoretical	theoretical	ADJ
fbem-31695	82	2	contributions	contribution	NOUN
fbem-31695	82	3	this	this	DET
fbem-31695	82	4	study	study	NOUN
fbem-31695	82	5	extends	extend	VERB
fbem-31695	82	6	prior	prior	ADJ
fbem-31695	82	7	literature	literature	NOUN
fbem-31695	82	8	in	in	ADP
fbem-31695	82	9	three	three	NUM
fbem-31695	82	10	main	main	ADJ
fbem-31695	82	11	ways	way	NOUN
fbem-31695	82	12	:	:	PUNCT
fbem-31695	82	13	(	(	PUNCT
fbem-31695	82	14	1	1	X
fbem-31695	82	15	)	)	PUNCT
fbem-31695	82	16	integrated	integrate	VERB
fbem-31695	82	17	process	process	NOUN
fbem-31695	82	18	-	-	PUNCT
fbem-31695	82	19	ecosystem	ecosystem	NOUN
fbem-31695	82	20	perspective	perspective	NOUN
fbem-31695	82	21	.	.	PUNCT
fbem-31695	83	1	unlike	unlike	ADP
fbem-31695	83	2	earlier	early	ADJ
fbem-31695	83	3	research	research	NOUN
fbem-31695	83	4	that	that	PRON
fbem-31695	83	5	treats	treat	VERB
fbem-31695	83	6	ai	ai	VERB
fbem-31695	83	7	applications	application	NOUN
fbem-31695	83	8	in	in	ADP
fbem-31695	83	9	silos	silo	NOUN
fbem-31695	83	10	(	(	PUNCT
fbem-31695	83	11	e.g.	e.g.	ADV
fbem-31695	83	12	,	,	PUNCT
fbem-31695	83	13	only	only	ADV
fbem-31695	83	14	quality	quality	NOUN
fbem-31695	83	15	inspection	inspection	NOUN
fbem-31695	83	16	or	or	CCONJ
fbem-31695	83	17	predictive	predictive	ADJ
fbem-31695	83	18	maintenance	maintenance	NOUN
fbem-31695	83	19	)	)	PUNCT
fbem-31695	83	20	,	,	PUNCT
fbem-31695	83	21	we	we	PRON
fbem-31695	83	22	develop	develop	VERB
fbem-31695	83	23	and	and	CCONJ
fbem-31695	83	24	empirically	empirically	ADV
fbem-31695	83	25	validate	validate	VERB
fbem-31695	83	26	a	a	DET
fbem-31695	83	27	comprehensive	comprehensive	ADJ
fbem-31695	83	28	framework	framework	NOUN
fbem-31695	83	29	linking	link	VERB
fbem-31695	83	30	ai	ai	NOUN
fbem-31695	83	31	,	,	PUNCT
fbem-31695	83	32	process	process	NOUN
fbem-31695	83	33	innovation	innovation	NOUN
fbem-31695	83	34	,	,	PUNCT
fbem-31695	83	35	and	and	CCONJ
fbem-31695	83	36	inter	inter	ADJ
fbem-31695	83	37	-	-	ADJ
fbem-31695	83	38	enterprise	enterprise	ADJ
fbem-31695	83	39	collaboration	collaboration	NOUN
fbem-31695	83	40	.	.	PUNCT
fbem-31695	84	1	this	this	DET
fbem-31695	84	2	holistic	holistic	ADJ
fbem-31695	84	3	viewpoint	viewpoint	NOUN
fbem-31695	84	4	elucidates	elucidate	VERB
fbem-31695	84	5	how	how	SCONJ
fbem-31695	84	6	synergy	synergy	NOUN
fbem-31695	84	7	between	between	ADP
fbem-31695	84	8	internal	internal	ADJ
fbem-31695	84	9	process	process	NOUN
fbem-31695	84	10	improvements	improvement	NOUN
fbem-31695	84	11	and	and	CCONJ
fbem-31695	84	12	external	external	ADJ
fbem-31695	84	13	collaboration	collaboration	NOUN
fbem-31695	84	14	amplifies	amplify	VERB
fbem-31695	84	15	innovation	innovation	NOUN
fbem-31695	84	16	.	.	PUNCT
fbem-31695	85	1	(	(	PUNCT
fbem-31695	85	2	2	2	X
fbem-31695	85	3	)	)	PUNCT
fbem-31695	85	4	evidence	evidence	NOUN
fbem-31695	85	5	from	from	ADP
fbem-31695	85	6	an	an	DET
fbem-31695	85	7	emerging	emerge	VERB
fbem-31695	85	8	market	market	NOUN
fbem-31695	85	9	context	context	NOUN
fbem-31695	85	10	.	.	PUNCT
fbem-31695	86	1	while	while	SCONJ
fbem-31695	86	2	most	most	ADJ
fbem-31695	86	3	innovation	innovation	NOUN
fbem-31695	86	4	management	management	NOUN
fbem-31695	86	5	studies	study	NOUN
fbem-31695	86	6	focus	focus	VERB
fbem-31695	86	7	on	on	ADP
fbem-31695	86	8	western	western	ADJ
fbem-31695	86	9	economies	economy	NOUN
fbem-31695	86	10	[	[	X
fbem-31695	86	11	15	15	NUM
fbem-31695	86	12	]	]	PUNCT
fbem-31695	86	13	,	,	PUNCT
fbem-31695	86	14	our	our	PRON
fbem-31695	86	15	research	research	NOUN
fbem-31695	86	16	provides	provide	VERB
fbem-31695	86	17	empirical	empirical	ADJ
fbem-31695	86	18	data	datum	NOUN
fbem-31695	86	19	from	from	ADP
fbem-31695	86	20	chinese	chinese	ADJ
fbem-31695	86	21	automotive	automotive	ADJ
fbem-31695	86	22	manufacturers	manufacturer	NOUN
fbem-31695	86	23	,	,	PUNCT
fbem-31695	86	24	enriching	enrich	VERB
fbem-31695	86	25	cross	cross	ADJ
fbem-31695	86	26	-	-	ADJ
fbem-31695	86	27	cultural	cultural	ADJ
fbem-31695	86	28	understanding	understanding	NOUN
fbem-31695	86	29	of	of	ADP
fbem-31695	86	30	ai	ai	NOUN
fbem-31695	86	31	’s	’s	PART
fbem-31695	86	32	role	role	NOUN
fbem-31695	86	33	in	in	ADP
fbem-31695	86	34	manufacturing	manufacturing	NOUN
fbem-31695	86	35	.	.	PUNCT
fbem-31695	87	1	(	(	PUNCT
fbem-31695	87	2	3	3	X
fbem-31695	87	3	)	)	PUNCT
fbem-31695	87	4	moderating	moderate	VERB
fbem-31695	87	5	role	role	NOUN
fbem-31695	87	6	of	of	ADP
fbem-31695	87	7	organizational	organizational	ADJ
fbem-31695	87	8	enablers	enabler	NOUN
fbem-31695	87	9	.	.	PUNCT
fbem-31695	88	1	by	by	ADP
fbem-31695	88	2	demonstrating	demonstrate	VERB
fbem-31695	88	3	that	that	SCONJ
fbem-31695	88	4	top	top	ADJ
fbem-31695	88	5	-	-	PUNCT
fbem-31695	88	6	management	management	NOUN
fbem-31695	88	7	support	support	NOUN
fbem-31695	88	8	and	and	CCONJ
fbem-31695	88	9	employee	employee	NOUN
fbem-31695	88	10	digital	digital	ADJ
fbem-31695	88	11	competencies	competency	NOUN
fbem-31695	88	12	significantly	significantly	ADV
fbem-31695	88	13	moderate	moderate	VERB
fbem-31695	88	14	ai	ai	PROPN
fbem-31695	88	15	’s	’s	PART
fbem-31695	88	16	impact	impact	NOUN
fbem-31695	88	17	,	,	PUNCT
fbem-31695	88	18	we	we	PRON
fbem-31695	88	19	contribute	contribute	VERB
fbem-31695	88	20	to	to	ADP
fbem-31695	88	21	the	the	DET
fbem-31695	88	22	literature	literature	NOUN
fbem-31695	88	23	on	on	ADP
fbem-31695	88	24	technology	technology	NOUN
fbem-31695	88	25	implementation	implementation	NOUN
fbem-31695	88	26	and	and	CCONJ
fbem-31695	88	27	organizational	organizational	ADJ
fbem-31695	88	28	change	change	NOUN
fbem-31695	88	29	[	[	X
fbem-31695	88	30	20	20	NUM
fbem-31695	88	31	]	]	PUNCT
fbem-31695	88	32	.	.	PUNCT
fbem-31695	89	1	5.2	5.2	NUM
fbem-31695	89	2	.	.	PUNCT
fbem-31695	90	1	managerial	managerial	ADJ
fbem-31695	90	2	implications	implication	NOUN
fbem-31695	90	3	our	our	PRON
fbem-31695	90	4	findings	finding	NOUN
fbem-31695	90	5	offer	offer	VERB
fbem-31695	90	6	several	several	ADJ
fbem-31695	90	7	actionable	actionable	ADJ
fbem-31695	90	8	insights	insight	NOUN
fbem-31695	90	9	for	for	ADP
fbem-31695	90	10	practitioners	practitioner	NOUN
fbem-31695	90	11	:	:	PUNCT
fbem-31695	90	12	(	(	PUNCT
fbem-31695	90	13	1	1	X
fbem-31695	90	14	)	)	PUNCT
fbem-31695	90	15	cultivate	cultivate	VERB
fbem-31695	90	16	leadership	leadership	NOUN
fbem-31695	90	17	commitment	commitment	NOUN
fbem-31695	90	18	.	.	PUNCT
fbem-31695	91	1	firms	firm	NOUN
fbem-31695	91	2	embarking	embark	VERB
fbem-31695	91	3	on	on	ADP
fbem-31695	91	4	ai	ai	PRON
fbem-31695	91	5	transformation	transformation	NOUN
fbem-31695	91	6	should	should	AUX
fbem-31695	91	7	secure	secure	VERB
fbem-31695	91	8	unwavering	unwavering	ADJ
fbem-31695	91	9	backing	backing	NOUN
fbem-31695	91	10	from	from	ADP
fbem-31695	91	11	top	top	ADJ
fbem-31695	91	12	management	management	NOUN
fbem-31695	91	13	.	.	PUNCT
fbem-31695	92	1	senior	senior	ADJ
fbem-31695	92	2	executives	executive	NOUN
fbem-31695	92	3	must	must	AUX
fbem-31695	92	4	allocate	allocate	VERB
fbem-31695	92	5	sufficient	sufficient	ADJ
fbem-31695	92	6	budgets	budget	NOUN
fbem-31695	92	7	,	,	PUNCT
fbem-31695	92	8	champion	champion	NOUN
fbem-31695	92	9	cross	cross	ADJ
fbem-31695	92	10	-	-	ADJ
fbem-31695	92	11	functional	functional	ADJ
fbem-31695	92	12	teams	team	NOUN
fbem-31695	92	13	,	,	PUNCT
fbem-31695	92	14	and	and	CCONJ
fbem-31695	92	15	actively	actively	ADV
fbem-31695	92	16	communicate	communicate	VERB
fbem-31695	92	17	the	the	DET
fbem-31695	92	18	strategic	strategic	ADJ
fbem-31695	92	19	importance	importance	NOUN
fbem-31695	92	20	of	of	ADP
fbem-31695	92	21	ai	ai	NOUN
fbem-31695	92	22	.	.	PUNCT
fbem-31695	93	1	(	(	PUNCT
fbem-31695	93	2	2	2	X
fbem-31695	93	3	)	)	PUNCT
fbem-31695	93	4	invest	invest	VERB
fbem-31695	93	5	in	in	ADP
fbem-31695	93	6	workforce	workforce	PROPN
fbem-31695	93	7	digital	digital	PROPN
fbem-31695	93	8	upskilling	upskilling	NOUN
fbem-31695	93	9	.	.	PUNCT
fbem-31695	94	1	human	human	ADJ
fbem-31695	94	2	capital	capital	NOUN
fbem-31695	94	3	remains	remain	VERB
fbem-31695	94	4	a	a	DET
fbem-31695	94	5	critical	critical	ADJ
fbem-31695	94	6	enabler	enabler	NOUN
fbem-31695	94	7	.	.	PUNCT
fbem-31695	95	1	organizations	organization	NOUN
fbem-31695	95	2	should	should	AUX
fbem-31695	95	3	implement	implement	VERB
fbem-31695	95	4	comprehensive	comprehensive	ADJ
fbem-31695	95	5	training	training	NOUN
fbem-31695	95	6	programs	program	NOUN
fbem-31695	95	7	(	(	PUNCT
fbem-31695	95	8	e.g.	e.g.	ADV
fbem-31695	95	9	,	,	PUNCT
fbem-31695	95	10	workshops	workshop	NOUN
fbem-31695	95	11	on	on	ADP
fbem-31695	95	12	data	datum	NOUN
fbem-31695	95	13	analytics	analytic	NOUN
fbem-31695	95	14	,	,	PUNCT
fbem-31695	95	15	ai	ai	VERB
fbem-31695	95	16	tool	tool	NOUN
fbem-31695	95	17	usage	usage	NOUN
fbem-31695	95	18	)	)	PUNCT
fbem-31695	95	19	and	and	CCONJ
fbem-31695	95	20	collaborate	collaborate	VERB
fbem-31695	95	21	with	with	ADP
fbem-31695	95	22	universities	university	NOUN
fbem-31695	95	23	to	to	PART
fbem-31695	95	24	develop	develop	VERB
fbem-31695	95	25	specialized	specialized	ADJ
fbem-31695	95	26	curricula	curricula	NOUN
fbem-31695	95	27	.	.	PUNCT
fbem-31695	96	1	(	(	PUNCT
fbem-31695	96	2	3	3	X
fbem-31695	96	3	)	)	PUNCT
fbem-31695	96	4	build	build	VERB
fbem-31695	96	5	integrated	integrate	VERB
fbem-31695	96	6	data	datum	NOUN
fbem-31695	96	7	platforms	platform	NOUN
fbem-31695	96	8	.	.	PUNCT
fbem-31695	97	1	to	to	PART
fbem-31695	97	2	realize	realize	VERB
fbem-31695	97	3	the	the	DET
fbem-31695	97	4	full	full	ADJ
fbem-31695	97	5	benefits	benefit	NOUN
fbem-31695	97	6	of	of	ADP
fbem-31695	97	7	ai	ai	NOUN
fbem-31695	97	8	,	,	PUNCT
fbem-31695	97	9	manufacturers	manufacturer	NOUN
fbem-31695	97	10	must	must	AUX
fbem-31695	97	11	break	break	VERB
fbem-31695	97	12	down	down	ADP
fbem-31695	97	13	data	data	NOUN
fbem-31695	97	14	silos	silo	NOUN
fbem-31695	97	15	by	by	ADP
fbem-31695	97	16	consolidating	consolidate	VERB
fbem-31695	97	17	disparate	disparate	ADJ
fbem-31695	97	18	erp	erp	NOUN
fbem-31695	97	19	,	,	PUNCT
fbem-31695	97	20	mes	me	NOUN
fbem-31695	97	21	,	,	PUNCT
fbem-31695	97	22	and	and	CCONJ
fbem-31695	97	23	iot	iot	PROPN
fbem-31695	97	24	systems	system	NOUN
fbem-31695	97	25	into	into	ADP
fbem-31695	97	26	unified	unified	ADJ
fbem-31695	97	27	,	,	PUNCT
fbem-31695	97	28	cloud	cloud	NOUN
fbem-31695	97	29	-	-	PUNCT
fbem-31695	97	30	based	base	VERB
fbem-31695	97	31	platforms	platform	NOUN
fbem-31695	97	32	.	.	PUNCT
fbem-31695	98	1	standardized	standardized	ADJ
fbem-31695	98	2	data	datum	NOUN
fbem-31695	98	3	protocols	protocol	NOUN
fbem-31695	98	4	(	(	PUNCT
fbem-31695	98	5	e.g.	e.g.	ADV
fbem-31695	98	6	,	,	PUNCT
fbem-31695	98	7	opc	opc	PROPN
fbem-31695	98	8	ua	ua	PROPN
fbem-31695	98	9	,	,	PUNCT
fbem-31695	98	10	mqtt	mqtt	ADV
fbem-31695	98	11	)	)	PUNCT
fbem-31695	98	12	facilitate	facilitate	NOUN
fbem-31695	98	13	interoperability	interoperability	NOUN
fbem-31695	98	14	with	with	ADP
fbem-31695	98	15	suppliers	supplier	NOUN
fbem-31695	98	16	.	.	PUNCT
fbem-31695	99	1	(	(	PUNCT
fbem-31695	99	2	4	4	X
fbem-31695	99	3	)	)	PUNCT
fbem-31695	99	4	foster	foster	ADJ
fbem-31695	99	5	collaborative	collaborative	ADJ
fbem-31695	99	6	ecosystems	ecosystem	NOUN
fbem-31695	99	7	.	.	PUNCT
fbem-31695	100	1	oems	oem	NOUN
fbem-31695	100	2	should	should	AUX
fbem-31695	100	3	proactively	proactively	ADV
fbem-31695	100	4	invite	invite	VERB
fbem-31695	100	5	tier-1	tier-1	NUM
fbem-31695	100	6	and	and	CCONJ
fbem-31695	100	7	tier-2	tier-2	NUM
fbem-31695	100	8	suppliers	supplier	NOUN
fbem-31695	100	9	to	to	PART
fbem-31695	100	10	share	share	VERB
fbem-31695	100	11	production	production	NOUN
fbem-31695	100	12	and	and	CCONJ
fbem-31695	100	13	quality	quality	NOUN
fbem-31695	100	14	data	datum	NOUN
fbem-31695	100	15	.	.	PUNCT
fbem-31695	101	1	joint	joint	ADJ
fbem-31695	101	2	analytics	analytic	NOUN
fbem-31695	101	3	workshops	workshop	NOUN
fbem-31695	101	4	can	can	AUX
fbem-31695	101	5	help	help	VERB
fbem-31695	101	6	partners	partner	NOUN
fbem-31695	101	7	co	co	VERB
fbem-31695	101	8	-	-	VERB
fbem-31695	101	9	identify	identify	VERB
fbem-31695	101	10	root	root	NOUN
fbem-31695	101	11	causes	cause	NOUN
fbem-31695	101	12	of	of	ADP
fbem-31695	101	13	defects	defect	NOUN
fbem-31695	101	14	or	or	CCONJ
fbem-31695	101	15	downtime	downtime	NOUN
fbem-31695	101	16	,	,	PUNCT
fbem-31695	101	17	leading	lead	VERB
fbem-31695	101	18	to	to	ADP
fbem-31695	101	19	faster	fast	ADJ
fbem-31695	101	20	cycle	cycle	NOUN
fbem-31695	101	21	-	-	PUNCT
fbem-31695	101	22	time	time	NOUN
fbem-31695	101	23	reductions	reduction	NOUN
fbem-31695	101	24	.	.	PUNCT
fbem-31695	102	1	(	(	PUNCT
fbem-31695	102	2	5	5	X
fbem-31695	102	3	)	)	PUNCT
fbem-31695	102	4	address	address	NOUN
fbem-31695	102	5	cybersecurity	cybersecurity	NOUN
fbem-31695	102	6	and	and	CCONJ
fbem-31695	102	7	data	data	NOUN
fbem-31695	102	8	governance	governance	NOUN
fbem-31695	102	9	.	.	PUNCT
fbem-31695	103	1	with	with	ADP
fbem-31695	103	2	increased	increase	VERB
fbem-31695	103	3	data	data	NOUN
fbem-31695	103	4	sharing	sharing	NOUN
fbem-31695	103	5	comes	come	VERB
fbem-31695	103	6	greater	great	ADJ
fbem-31695	103	7	cybersecurity	cybersecurity	NOUN
fbem-31695	103	8	risk	risk	NOUN
fbem-31695	103	9	.	.	PUNCT
fbem-31695	104	1	establish	establish	VERB
fbem-31695	104	2	robust	robust	ADJ
fbem-31695	104	3	governance	governance	NOUN
fbem-31695	104	4	frameworks	framework	NOUN
fbem-31695	104	5	—	—	PUNCT
fbem-31695	104	6	including	include	VERB
fbem-31695	104	7	access	access	NOUN
fbem-31695	104	8	controls	control	NOUN
fbem-31695	104	9	,	,	PUNCT
fbem-31695	104	10	encryption	encryption	NOUN
fbem-31695	104	11	standards	standard	NOUN
fbem-31695	104	12	,	,	PUNCT
fbem-31695	104	13	and	and	CCONJ
fbem-31695	104	14	incident	incident	NOUN
fbem-31695	104	15	response	response	NOUN
fbem-31695	104	16	plans	plan	NOUN
fbem-31695	104	17	—	—	PUNCT
fbem-31695	104	18	to	to	PART
fbem-31695	104	19	build	build	VERB
fbem-31695	104	20	trust	trust	NOUN
fbem-31695	104	21	among	among	ADP
fbem-31695	104	22	ecosystem	ecosystem	NOUN
fbem-31695	104	23	partners	partner	NOUN
fbem-31695	104	24	.	.	PUNCT
fbem-31695	105	1	5.3	5.3	NUM
fbem-31695	105	2	.	.	PUNCT
fbem-31695	105	3	policy	policy	NOUN
fbem-31695	105	4	implications	implication	NOUN
fbem-31695	105	5	given	give	VERB
fbem-31695	105	6	the	the	DET
fbem-31695	105	7	strategic	strategic	ADJ
fbem-31695	105	8	significance	significance	NOUN
fbem-31695	105	9	of	of	ADP
fbem-31695	105	10	the	the	DET
fbem-31695	105	11	automotive	automotive	ADJ
fbem-31695	105	12	sector	sector	NOUN
fbem-31695	105	13	and	and	CCONJ
fbem-31695	105	14	ai	ai	VERB
fbem-31695	105	15	’s	’s	NOUN
fbem-31695	105	16	potential	potential	NOUN
fbem-31695	105	17	for	for	ADP
fbem-31695	105	18	economic	economic	ADJ
fbem-31695	105	19	growth	growth	NOUN
fbem-31695	105	20	,	,	PUNCT
fbem-31695	105	21	policymakers	policymaker	NOUN
fbem-31695	105	22	should	should	AUX
fbem-31695	105	23	:	:	PUNCT
fbem-31695	105	24	(	(	PUNCT
fbem-31695	105	25	1	1	X
fbem-31695	105	26	)	)	PUNCT
fbem-31695	105	27	provide	provide	VERB
fbem-31695	105	28	incentives	incentive	NOUN
fbem-31695	105	29	for	for	ADP
fbem-31695	105	30	ai	ai	VERB
fbem-31695	105	31	-	-	PUNCT
fbem-31695	105	32	driven	drive	VERB
fbem-31695	105	33	transformation	transformation	NOUN
fbem-31695	105	34	.	.	PUNCT
fbem-31695	106	1	tax	tax	NOUN
fbem-31695	106	2	credits	credit	NOUN
fbem-31695	106	3	,	,	PUNCT
fbem-31695	106	4	low	low	ADJ
fbem-31695	106	5	-	-	PUNCT
fbem-31695	106	6	interest	interest	NOUN
fbem-31695	106	7	loans	loan	NOUN
fbem-31695	106	8	,	,	PUNCT
fbem-31695	106	9	and	and	CCONJ
fbem-31695	106	10	subsidies	subsidy	NOUN
fbem-31695	106	11	for	for	ADP
fbem-31695	106	12	ai	ai	PROPN
fbem-31695	106	13	infrastructure	infrastructure	NOUN
fbem-31695	106	14	investments	investment	NOUN
fbem-31695	106	15	can	can	AUX
fbem-31695	106	16	lower	lower	VERB
fbem-31695	106	17	entry	entry	NOUN
fbem-31695	106	18	barriers	barrier	NOUN
fbem-31695	106	19	for	for	ADP
fbem-31695	106	20	small	small	ADJ
fbem-31695	106	21	and	and	CCONJ
fbem-31695	106	22	mediumsized	mediumsized	ADJ
fbem-31695	106	23	automotive	automotive	ADJ
fbem-31695	106	24	firms	firm	NOUN
fbem-31695	106	25	.	.	PUNCT
fbem-31695	107	1	(	(	PUNCT
fbem-31695	107	2	2	2	X
fbem-31695	107	3	)	)	PUNCT
fbem-31695	107	4	support	support	NOUN
fbem-31695	107	5	industry	industry	NOUN
fbem-31695	107	6	-	-	PUNCT
fbem-31695	107	7	academia	academia	NOUN
fbem-31695	107	8	collaboration	collaboration	NOUN
fbem-31695	107	9	.	.	PUNCT
fbem-31695	108	1	government	government	NOUN
fbem-31695	108	2	grants	grant	NOUN
fbem-31695	108	3	for	for	ADP
fbem-31695	108	4	joint	joint	ADJ
fbem-31695	108	5	research	research	NOUN
fbem-31695	108	6	between	between	ADP
fbem-31695	108	7	universities	university	NOUN
fbem-31695	108	8	,	,	PUNCT
fbem-31695	108	9	research	research	NOUN
fbem-31695	108	10	institutes	institute	NOUN
fbem-31695	108	11	,	,	PUNCT
fbem-31695	108	12	and	and	CCONJ
fbem-31695	108	13	automotive	automotive	ADJ
fbem-31695	108	14	firms	firm	NOUN
fbem-31695	108	15	can	can	AUX
fbem-31695	108	16	accelerate	accelerate	VERB
fbem-31695	108	17	ai	ai	VERB
fbem-31695	108	18	innovation	innovation	NOUN
fbem-31695	108	19	and	and	CCONJ
fbem-31695	108	20	talent	talent	NOUN
fbem-31695	108	21	cultivation	cultivation	NOUN
fbem-31695	108	22	.	.	PUNCT
fbem-31695	109	1	(	(	PUNCT
fbem-31695	109	2	3	3	X
fbem-31695	109	3	)	)	PUNCT
fbem-31695	109	4	establish	establish	VERB
fbem-31695	109	5	data	datum	NOUN
fbem-31695	109	6	-	-	PUNCT
fbem-31695	109	7	sharing	sharing	NOUN
fbem-31695	109	8	standards	standard	NOUN
fbem-31695	109	9	.	.	PUNCT
fbem-31695	110	1	national	national	ADJ
fbem-31695	110	2	or	or	CCONJ
fbem-31695	110	3	industry	industry	NOUN
fbem-31695	110	4	associations	association	NOUN
fbem-31695	110	5	can	can	AUX
fbem-31695	110	6	lead	lead	VERB
fbem-31695	110	7	the	the	DET
fbem-31695	110	8	development	development	NOUN
fbem-31695	110	9	of	of	ADP
fbem-31695	110	10	standardized	standardized	ADJ
fbem-31695	110	11	data	data	NOUN
fbem-31695	110	12	formats	format	NOUN
fbem-31695	110	13	and	and	CCONJ
fbem-31695	110	14	interoperability	interoperability	NOUN
fbem-31695	110	15	guidelines	guideline	NOUN
fbem-31695	110	16	to	to	PART
fbem-31695	110	17	facilitate	facilitate	VERB
fbem-31695	110	18	crossenterprise	crossenterprise	ADJ
fbem-31695	110	19	collaboration	collaboration	NOUN
fbem-31695	110	20	.	.	PUNCT
fbem-31695	111	1	(	(	PUNCT
fbem-31695	111	2	4	4	X
fbem-31695	111	3	)	)	PUNCT
fbem-31695	111	4	promote	promote	VERB
fbem-31695	111	5	workforce	workforce	NOUN
fbem-31695	111	6	development	development	NOUN
fbem-31695	111	7	programs	program	NOUN
fbem-31695	111	8	.	.	PUNCT
fbem-31695	112	1	subsidize	subsidize	VERB
fbem-31695	112	2	vocational	vocational	ADJ
fbem-31695	112	3	training	training	NOUN
fbem-31695	112	4	and	and	CCONJ
fbem-31695	112	5	certification	certification	NOUN
fbem-31695	112	6	programs	program	NOUN
fbem-31695	112	7	focused	focus	VERB
fbem-31695	112	8	on	on	ADP
fbem-31695	112	9	ai	ai	PROPN
fbem-31695	112	10	,	,	PUNCT
fbem-31695	112	11	data	datum	NOUN
fbem-31695	112	12	analytics	analytic	NOUN
fbem-31695	112	13	,	,	PUNCT
fbem-31695	112	14	and	and	CCONJ
fbem-31695	112	15	advanced	advanced	ADJ
fbem-31695	112	16	robotics	robotic	NOUN
fbem-31695	112	17	to	to	PART
fbem-31695	112	18	address	address	VERB
fbem-31695	112	19	talent	talent	NOUN
fbem-31695	112	20	shortages	shortage	NOUN
fbem-31695	112	21	.	.	PUNCT
fbem-31695	113	1	5.4	5.4	NUM
fbem-31695	113	2	.	.	PUNCT
fbem-31695	113	3	limitations	limitation	NOUN
fbem-31695	113	4	and	and	CCONJ
fbem-31695	113	5	future	future	ADJ
fbem-31695	113	6	research	research	NOUN
fbem-31695	113	7	while	while	SCONJ
fbem-31695	113	8	this	this	DET
fbem-31695	113	9	study	study	NOUN
fbem-31695	113	10	provides	provide	VERB
fbem-31695	113	11	novel	novel	ADJ
fbem-31695	113	12	insights	insight	NOUN
fbem-31695	113	13	,	,	PUNCT
fbem-31695	113	14	it	it	PRON
fbem-31695	113	15	has	have	VERB
fbem-31695	113	16	limitations	limitation	NOUN
fbem-31695	113	17	:	:	PUNCT
fbem-31695	113	18	(	(	PUNCT
fbem-31695	113	19	1	1	X
fbem-31695	113	20	)	)	PUNCT
fbem-31695	113	21	cross	cross	ADJ
fbem-31695	113	22	-	-	ADJ
fbem-31695	113	23	sectional	sectional	ADJ
fbem-31695	113	24	design	design	NOUN
fbem-31695	113	25	.	.	PUNCT
fbem-31695	114	1	our	our	PRON
fbem-31695	114	2	survey	survey	NOUN
fbem-31695	114	3	captures	capture	VERB
fbem-31695	114	4	a	a	DET
fbem-31695	114	5	single	single	ADJ
fbem-31695	114	6	time	time	NOUN
fbem-31695	114	7	point	point	NOUN
fbem-31695	114	8	;	;	PUNCT
fbem-31695	114	9	longitudinal	longitudinal	ADJ
fbem-31695	114	10	research	research	NOUN
fbem-31695	114	11	could	could	AUX
fbem-31695	114	12	better	well	ADV
fbem-31695	114	13	assess	assess	VERB
fbem-31695	114	14	causal	causal	ADJ
fbem-31695	114	15	dynamics	dynamic	NOUN
fbem-31695	114	16	and	and	CCONJ
fbem-31695	114	17	long	long	ADJ
fbem-31695	114	18	-	-	PUNCT
fbem-31695	114	19	term	term	NOUN
fbem-31695	114	20	innovation	innovation	NOUN
fbem-31695	114	21	trajectories	trajectory	NOUN
fbem-31695	114	22	.	.	PUNCT
fbem-31695	115	1	(	(	PUNCT
fbem-31695	115	2	2	2	X
fbem-31695	115	3	)	)	PUNCT
fbem-31695	115	4	geographical	geographical	ADJ
fbem-31695	115	5	focus	focus	NOUN
fbem-31695	115	6	.	.	PUNCT
fbem-31695	116	1	although	although	SCONJ
fbem-31695	116	2	china	china	PROPN
fbem-31695	116	3	represents	represent	VERB
fbem-31695	116	4	a	a	DET
fbem-31695	116	5	major	major	ADJ
fbem-31695	116	6	portion	portion	NOUN
fbem-31695	116	7	of	of	ADP
fbem-31695	116	8	the	the	DET
fbem-31695	116	9	global	global	ADJ
fbem-31695	116	10	automotive	automotive	ADJ
fbem-31695	116	11	industry	industry	NOUN
fbem-31695	116	12	,	,	PUNCT
fbem-31695	116	13	findings	finding	NOUN
fbem-31695	116	14	may	may	AUX
fbem-31695	116	15	not	not	PART
fbem-31695	116	16	generalize	generalize	VERB
fbem-31695	116	17	to	to	ADP
fbem-31695	116	18	regions	region	NOUN
fbem-31695	116	19	with	with	ADP
fbem-31695	116	20	different	different	ADJ
fbem-31695	116	21	regulatory	regulatory	ADJ
fbem-31695	116	22	or	or	CCONJ
fbem-31695	116	23	cultural	cultural	ADJ
fbem-31695	116	24	environments	environment	NOUN
fbem-31695	116	25	.	.	PUNCT
fbem-31695	117	1	future	future	ADJ
fbem-31695	117	2	comparative	comparative	ADJ
fbem-31695	117	3	studies	study	NOUN
fbem-31695	117	4	across	across	ADP
fbem-31695	117	5	countries	country	NOUN
fbem-31695	117	6	14	14	NUM
fbem-31695	117	7	could	could	AUX
fbem-31695	117	8	yield	yield	VERB
fbem-31695	117	9	richer	rich	ADJ
fbem-31695	117	10	insights	insight	NOUN
fbem-31695	117	11	.	.	PUNCT
fbem-31695	118	1	(	(	PUNCT
fbem-31695	118	2	3	3	X
fbem-31695	118	3	)	)	PUNCT
fbem-31695	118	4	scope	scope	NOUN
fbem-31695	118	5	of	of	ADP
fbem-31695	118	6	ai	ai	PROPN
fbem-31695	118	7	applications	application	NOUN
fbem-31695	118	8	.	.	PUNCT
fbem-31695	119	1	we	we	PRON
fbem-31695	119	2	concentrated	concentrate	VERB
fbem-31695	119	3	primarily	primarily	ADV
fbem-31695	119	4	on	on	ADP
fbem-31695	119	5	manufacturing	manufacturing	NOUN
fbem-31695	119	6	process	process	NOUN
fbem-31695	119	7	applications	application	NOUN
fbem-31695	119	8	.	.	PUNCT
fbem-31695	120	1	subsequent	subsequent	ADJ
fbem-31695	120	2	research	research	NOUN
fbem-31695	120	3	might	might	AUX
fbem-31695	120	4	incorporate	incorporate	VERB
fbem-31695	120	5	ai	ai	VERB
fbem-31695	120	6	in	in	ADP
fbem-31695	120	7	product	product	NOUN
fbem-31695	120	8	design	design	NOUN
fbem-31695	120	9	(	(	PUNCT
fbem-31695	120	10	e.g.	e.g.	ADV
fbem-31695	120	11	,	,	PUNCT
fbem-31695	120	12	generative	generative	ADJ
fbem-31695	120	13	design	design	NOUN
fbem-31695	120	14	)	)	PUNCT
fbem-31695	120	15	,	,	PUNCT
fbem-31695	120	16	after	after	ADP
fbem-31695	120	17	-	-	PUNCT
fbem-31695	120	18	sales	sale	NOUN
fbem-31695	120	19	services	service	NOUN
fbem-31695	120	20	(	(	PUNCT
fbem-31695	120	21	e.g.	e.g.	ADV
fbem-31695	120	22	,	,	PUNCT
fbem-31695	120	23	ai	ai	VERB
fbem-31695	120	24	chatbots	chatbot	NOUN
fbem-31695	120	25	)	)	PUNCT
fbem-31695	120	26	,	,	PUNCT
fbem-31695	120	27	or	or	CCONJ
fbem-31695	120	28	end	end	NOUN
fbem-31695	120	29	-	-	PUNCT
fbem-31695	120	30	of	of	ADP
fbem-31695	120	31	-	-	PUNCT
fbem-31695	120	32	life	life	NOUN
fbem-31695	120	33	recycling	recycling	NOUN
fbem-31695	120	34	.	.	PUNCT
fbem-31695	121	1	6	6	X
fbem-31695	121	2	.	.	X
fbem-31695	121	3	conclusion	conclusion	NOUN
fbem-31695	121	4	this	this	DET
fbem-31695	121	5	paper	paper	NOUN
fbem-31695	121	6	investigates	investigate	VERB
fbem-31695	121	7	how	how	SCONJ
fbem-31695	121	8	artificial	artificial	ADJ
fbem-31695	121	9	intelligence	intelligence	NOUN
fbem-31695	121	10	can	can	AUX
fbem-31695	121	11	empower	empower	VERB
fbem-31695	121	12	innovation	innovation	NOUN
fbem-31695	121	13	upgrades	upgrade	NOUN
fbem-31695	121	14	in	in	ADP
fbem-31695	121	15	the	the	DET
fbem-31695	121	16	automotive	automotive	ADJ
fbem-31695	121	17	manufacturing	manufacturing	NOUN
fbem-31695	121	18	industry	industry	NOUN
fbem-31695	121	19	,	,	PUNCT
fbem-31695	121	20	focusing	focus	VERB
fbem-31695	121	21	on	on	ADP
fbem-31695	121	22	both	both	DET
fbem-31695	121	23	process	process	NOUN
fbem-31695	121	24	-	-	PUNCT
fbem-31695	121	25	level	level	NOUN
fbem-31695	121	26	improvements	improvement	NOUN
fbem-31695	121	27	and	and	CCONJ
fbem-31695	121	28	inter	inter	ADJ
fbem-31695	121	29	-	-	ADJ
fbem-31695	121	30	enterprise	enterprise	ADJ
fbem-31695	121	31	collaboration	collaboration	NOUN
fbem-31695	121	32	.	.	PUNCT
fbem-31695	122	1	through	through	ADP
fbem-31695	122	2	a	a	DET
fbem-31695	122	3	mixed	mixed	ADJ
fbem-31695	122	4	-	-	PUNCT
fbem-31695	122	5	methods	method	NOUN
fbem-31695	122	6	approach	approach	NOUN
fbem-31695	122	7	—	—	PUNCT
fbem-31695	122	8	combining	combine	VERB
fbem-31695	122	9	a	a	DET
fbem-31695	122	10	quantitative	quantitative	ADJ
fbem-31695	122	11	survey	survey	NOUN
fbem-31695	122	12	of	of	ADP
fbem-31695	122	13	236	236	NUM
fbem-31695	122	14	chinese	chinese	ADJ
fbem-31695	122	15	automotive	automotive	ADJ
fbem-31695	122	16	firms	firm	NOUN
fbem-31695	122	17	with	with	ADP
fbem-31695	122	18	qualitative	qualitative	ADJ
fbem-31695	122	19	case	case	NOUN
fbem-31695	122	20	studies	study	NOUN
fbem-31695	122	21	of	of	ADP
fbem-31695	122	22	industry	industry	NOUN
fbem-31695	122	23	leaders	leader	NOUN
fbem-31695	122	24	—	—	PUNCT
fbem-31695	122	25	our	our	PRON
fbem-31695	122	26	findings	finding	NOUN
fbem-31695	122	27	confirm	confirm	VERB
fbem-31695	122	28	that	that	SCONJ
fbem-31695	122	29	:	:	PUNCT
fbem-31695	122	30	(	(	PUNCT
fbem-31695	122	31	1	1	X
fbem-31695	122	32	)	)	PUNCT
fbem-31695	122	33	ai	ai	VERB
fbem-31695	122	34	adoption	adoption	NOUN
fbem-31695	122	35	drives	drive	VERB
fbem-31695	122	36	process	process	NOUN
fbem-31695	122	37	innovation	innovation	NOUN
fbem-31695	122	38	.	.	PUNCT
fbem-31695	123	1	firms	firm	NOUN
fbem-31695	123	2	that	that	PRON
fbem-31695	123	3	implement	implement	VERB
fbem-31695	123	4	ai	ai	VERB
fbem-31695	123	5	in	in	ADP
fbem-31695	123	6	production	production	NOUN
fbem-31695	123	7	planning	planning	NOUN
fbem-31695	123	8	,	,	PUNCT
fbem-31695	123	9	quality	quality	NOUN
fbem-31695	123	10	control	control	NOUN
fbem-31695	123	11	,	,	PUNCT
fbem-31695	123	12	and	and	CCONJ
fbem-31695	123	13	predictive	predictive	ADJ
fbem-31695	123	14	maintenance	maintenance	NOUN
fbem-31695	123	15	consistently	consistently	ADV
fbem-31695	123	16	report	report	VERB
fbem-31695	123	17	significant	significant	ADJ
fbem-31695	123	18	gains	gain	NOUN
fbem-31695	123	19	in	in	ADP
fbem-31695	123	20	manufacturing	manufacturing	NOUN
fbem-31695	123	21	efficiency	efficiency	NOUN
fbem-31695	123	22	,	,	PUNCT
fbem-31695	123	23	defect	defect	NOUN
fbem-31695	123	24	reduction	reduction	NOUN
fbem-31695	123	25	,	,	PUNCT
fbem-31695	123	26	and	and	CCONJ
fbem-31695	123	27	flexible	flexible	ADJ
fbem-31695	123	28	production	production	NOUN
fbem-31695	123	29	capabilities	capability	NOUN
fbem-31695	123	30	.	.	PUNCT
fbem-31695	124	1	(	(	PUNCT
fbem-31695	124	2	2	2	X
fbem-31695	124	3	)	)	PUNCT
fbem-31695	124	4	process	process	NOUN
fbem-31695	124	5	innovation	innovation	NOUN
fbem-31695	124	6	enhances	enhance	VERB
fbem-31695	124	7	innovation	innovation	NOUN
fbem-31695	124	8	performance	performance	NOUN
fbem-31695	124	9	.	.	PUNCT
fbem-31695	125	1	improvements	improvement	NOUN
fbem-31695	125	2	in	in	ADP
fbem-31695	125	3	manufacturing	manufacturing	NOUN
fbem-31695	125	4	processes	process	NOUN
fbem-31695	125	5	translate	translate	VERB
fbem-31695	125	6	into	into	ADP
fbem-31695	125	7	both	both	DET
fbem-31695	125	8	incremental	incremental	ADJ
fbem-31695	125	9	innovation	innovation	NOUN
fbem-31695	125	10	(	(	PUNCT
fbem-31695	125	11	e.g.	e.g.	ADV
fbem-31695	125	12	,	,	PUNCT
fbem-31695	125	13	cost	cost	NOUN
fbem-31695	125	14	reductions	reduction	NOUN
fbem-31695	125	15	,	,	PUNCT
fbem-31695	125	16	efficiency	efficiency	NOUN
fbem-31695	125	17	improvements	improvement	NOUN
fbem-31695	125	18	)	)	PUNCT
fbem-31695	125	19	and	and	CCONJ
fbem-31695	125	20	breakthrough	breakthrough	NOUN
fbem-31695	125	21	innovation	innovation	NOUN
fbem-31695	125	22	(	(	PUNCT
fbem-31695	125	23	e.g.	e.g.	ADV
fbem-31695	125	24	,	,	PUNCT
fbem-31695	125	25	novel	novel	ADJ
fbem-31695	125	26	production	production	NOUN
fbem-31695	125	27	methods	method	NOUN
fbem-31695	125	28	)	)	PUNCT
fbem-31695	125	29	.	.	PUNCT
fbem-31695	126	1	(	(	PUNCT
fbem-31695	126	2	3	3	X
fbem-31695	126	3	)	)	PUNCT
fbem-31695	126	4	ai	ai	VERB
fbem-31695	126	5	facilitates	facilitate	VERB
fbem-31695	126	6	inter	inter	ADJ
fbem-31695	126	7	-	-	NOUN
fbem-31695	126	8	enterprise	enterprise	ADJ
fbem-31695	126	9	collaboration.ai	collaboration.ai	NOUN
fbem-31695	126	10	-	-	PUNCT
fbem-31695	126	11	driven	drive	VERB
fbem-31695	126	12	data	datum	NOUN
fbem-31695	126	13	platforms	platform	NOUN
fbem-31695	126	14	foster	foster	ADJ
fbem-31695	126	15	data	datum	NOUN
fbem-31695	126	16	sharing	sharing	NOUN
fbem-31695	126	17	and	and	CCONJ
fbem-31695	126	18	coordinated	coordinated	ADJ
fbem-31695	126	19	problemsolving	problemsolving	NOUN
fbem-31695	126	20	among	among	ADP
fbem-31695	126	21	oems	oem	NOUN
fbem-31695	126	22	and	and	CCONJ
fbem-31695	126	23	suppliers	supplier	NOUN
fbem-31695	126	24	,	,	PUNCT
fbem-31695	126	25	thereby	thereby	ADV
fbem-31695	126	26	strengthening	strengthen	VERB
fbem-31695	126	27	collaborative	collaborative	ADJ
fbem-31695	126	28	innovation	innovation	NOUN
fbem-31695	126	29	across	across	ADP
fbem-31695	126	30	the	the	DET
fbem-31695	126	31	automotive	automotive	ADJ
fbem-31695	126	32	value	value	NOUN
fbem-31695	126	33	chain	chain	NOUN
fbem-31695	126	34	.	.	PUNCT
fbem-31695	127	1	(	(	PUNCT
fbem-31695	127	2	4	4	X
fbem-31695	127	3	)	)	PUNCT
fbem-31695	127	4	collaborated	collaborate	VERB
fbem-31695	127	5	innovation	innovation	NOUN
fbem-31695	127	6	mediates	mediate	NOUN
fbem-31695	127	7	ai	ai	VERB
fbem-31695	127	8	’s	’s	PART
fbem-31695	127	9	impact	impact	NOUN
fbem-31695	127	10	.	.	PUNCT
fbem-31695	128	1	collaboration	collaboration	NOUN
fbem-31695	128	2	accounts	account	NOUN
fbem-31695	128	3	for	for	ADP
fbem-31695	128	4	a	a	DET
fbem-31695	128	5	substantial	substantial	ADJ
fbem-31695	128	6	portion	portion	NOUN
fbem-31695	128	7	of	of	ADP
fbem-31695	128	8	ai	ai	PROPN
fbem-31695	128	9	’s	’s	PART
fbem-31695	128	10	effect	effect	NOUN
fbem-31695	128	11	on	on	ADP
fbem-31695	128	12	innovation	innovation	NOUN
fbem-31695	128	13	performance	performance	NOUN
fbem-31695	128	14	,	,	PUNCT
fbem-31695	128	15	indicating	indicate	VERB
fbem-31695	128	16	that	that	SCONJ
fbem-31695	128	17	ecosystem	ecosystem	NOUN
fbem-31695	128	18	dynamics	dynamic	NOUN
fbem-31695	128	19	are	be	AUX
fbem-31695	128	20	key	key	ADJ
fbem-31695	128	21	to	to	ADP
fbem-31695	128	22	maximizing	maximize	VERB
fbem-31695	128	23	ai	ai	PROPN
fbem-31695	128	24	benefits	benefit	NOUN
fbem-31695	128	25	.	.	PUNCT
fbem-31695	129	1	(	(	PUNCT
fbem-31695	129	2	5	5	X
fbem-31695	129	3	)	)	PUNCT
fbem-31695	129	4	organizational	organizational	ADJ
fbem-31695	129	5	enablers	enabler	NOUN
fbem-31695	129	6	are	be	AUX
fbem-31695	129	7	critical	critical	ADJ
fbem-31695	129	8	.	.	PUNCT
fbem-31695	130	1	top	top	ADJ
fbem-31695	130	2	-	-	PUNCT
fbem-31695	130	3	management	management	NOUN
fbem-31695	130	4	support	support	NOUN
fbem-31695	130	5	and	and	CCONJ
fbem-31695	130	6	employee	employee	NOUN
fbem-31695	130	7	digital	digital	ADJ
fbem-31695	130	8	competencies	competency	NOUN
fbem-31695	130	9	significantly	significantly	ADV
fbem-31695	130	10	bolster	bolster	VERB
fbem-31695	130	11	ai	ai	PROPN
fbem-31695	130	12	’s	’s	PART
fbem-31695	130	13	effectiveness	effectiveness	NOUN
fbem-31695	130	14	,	,	PUNCT
fbem-31695	130	15	underscoring	underscore	VERB
fbem-31695	130	16	the	the	DET
fbem-31695	130	17	importance	importance	NOUN
fbem-31695	130	18	of	of	ADP
fbem-31695	130	19	leadership	leadership	NOUN
fbem-31695	130	20	commitment	commitment	NOUN
fbem-31695	130	21	and	and	CCONJ
fbem-31695	130	22	human	human	ADJ
fbem-31695	130	23	capital	capital	NOUN
fbem-31695	130	24	development	development	NOUN
fbem-31695	130	25	.	.	PUNCT
fbem-31695	131	1	for	for	ADP
fbem-31695	131	2	practitioners	practitioner	NOUN
fbem-31695	131	3	,	,	PUNCT
fbem-31695	131	4	the	the	DET
fbem-31695	131	5	study	study	NOUN
fbem-31695	131	6	highlights	highlight	VERB
fbem-31695	131	7	the	the	DET
fbem-31695	131	8	need	need	NOUN
fbem-31695	131	9	to	to	PART
fbem-31695	131	10	holistically	holistically	ADV
fbem-31695	131	11	integrate	integrate	VERB
fbem-31695	131	12	ai	ai	VERB
fbem-31695	131	13	into	into	ADP
fbem-31695	131	14	manufacturing	manufacturing	NOUN
fbem-31695	131	15	workflows	workflow	NOUN
fbem-31695	131	16	and	and	CCONJ
fbem-31695	131	17	supply	supply	NOUN
fbem-31695	131	18	-	-	PUNCT
fbem-31695	131	19	chain	chain	NOUN
fbem-31695	131	20	networks	network	NOUN
fbem-31695	131	21	,	,	PUNCT
fbem-31695	131	22	invest	invest	VERB
fbem-31695	131	23	in	in	ADP
fbem-31695	131	24	data	data	NOUN
fbem-31695	131	25	-	-	PUNCT
fbem-31695	131	26	driven	drive	VERB
fbem-31695	131	27	architectures	architecture	NOUN
fbem-31695	131	28	,	,	PUNCT
fbem-31695	131	29	and	and	CCONJ
fbem-31695	131	30	build	build	VERB
fbem-31695	131	31	collaborative	collaborative	ADJ
fbem-31695	131	32	ecosystems	ecosystem	NOUN
fbem-31695	131	33	.	.	PUNCT
fbem-31695	132	1	for	for	ADP
fbem-31695	132	2	policymakers	policymaker	NOUN
fbem-31695	132	3	,	,	PUNCT
fbem-31695	132	4	the	the	DET
fbem-31695	132	5	research	research	NOUN
fbem-31695	132	6	underscores	underscore	VERB
fbem-31695	132	7	the	the	DET
fbem-31695	132	8	value	value	NOUN
fbem-31695	132	9	of	of	ADP
fbem-31695	132	10	supporting	support	VERB
fbem-31695	132	11	ai	ai	NOUN
fbem-31695	132	12	infrastructure	infrastructure	NOUN
fbem-31695	132	13	investments	investment	NOUN
fbem-31695	132	14	,	,	PUNCT
fbem-31695	132	15	fostering	foster	VERB
fbem-31695	132	16	industry	industry	NOUN
fbem-31695	132	17	-	-	PUNCT
fbem-31695	132	18	academia	academia	NOUN
fbem-31695	132	19	partnerships	partnership	NOUN
fbem-31695	132	20	,	,	PUNCT
fbem-31695	132	21	and	and	CCONJ
fbem-31695	132	22	standardizing	standardize	VERB
fbem-31695	132	23	data	data	NOUN
fbem-31695	132	24	-	-	PUNCT
fbem-31695	132	25	sharing	share	VERB
fbem-31695	132	26	protocols	protocol	NOUN
fbem-31695	132	27	.	.	PUNCT
fbem-31695	133	1	as	as	SCONJ
fbem-31695	133	2	the	the	DET
fbem-31695	133	3	automotive	automotive	ADJ
fbem-31695	133	4	industry	industry	NOUN
fbem-31695	133	5	undergoes	undergo	VERB
fbem-31695	133	6	profound	profound	ADJ
fbem-31695	133	7	digital	digital	ADJ
fbem-31695	133	8	transformation	transformation	NOUN
fbem-31695	133	9	—	—	PUNCT
fbem-31695	133	10	driven	drive	VERB
fbem-31695	133	11	by	by	ADP
fbem-31695	133	12	electrification	electrification	NOUN
fbem-31695	133	13	,	,	PUNCT
fbem-31695	133	14	connectivity	connectivity	NOUN
fbem-31695	133	15	,	,	PUNCT
fbem-31695	133	16	and	and	CCONJ
fbem-31695	133	17	ai	ai	VERB
fbem-31695	133	18	—	—	PUNCT
fbem-31695	133	19	the	the	DET
fbem-31695	133	20	capacity	capacity	NOUN
fbem-31695	133	21	to	to	ADP
fbem-31695	133	22	harness	harness	NOUN
fbem-31695	133	23	ai	ai	VERB
fbem-31695	133	24	for	for	ADP
fbem-31695	133	25	manufacturing	manufacturing	NOUN
fbem-31695	133	26	innovation	innovation	NOUN
fbem-31695	133	27	will	will	AUX
fbem-31695	133	28	determine	determine	VERB
fbem-31695	133	29	competitive	competitive	ADJ
fbem-31695	133	30	advantage	advantage	NOUN
fbem-31695	133	31	.	.	PUNCT
fbem-31695	134	1	this	this	DET
fbem-31695	134	2	paper	paper	NOUN
fbem-31695	134	3	provides	provide	VERB
fbem-31695	134	4	a	a	DET
fbem-31695	134	5	robust	robust	ADJ
fbem-31695	134	6	framework	framework	NOUN
fbem-31695	134	7	and	and	CCONJ
fbem-31695	134	8	empirical	empirical	ADJ
fbem-31695	134	9	evidence	evidence	NOUN
fbem-31695	134	10	that	that	PRON
fbem-31695	134	11	can	can	AUX
fbem-31695	134	12	guide	guide	VERB
fbem-31695	134	13	stakeholders	stakeholder	NOUN
fbem-31695	134	14	toward	toward	ADP
fbem-31695	134	15	a	a	DET
fbem-31695	134	16	more	more	ADV
fbem-31695	134	17	intelligent	intelligent	ADJ
fbem-31695	134	18	,	,	PUNCT
fbem-31695	134	19	collaborative	collaborative	ADJ
fbem-31695	134	20	,	,	PUNCT
fbem-31695	134	21	and	and	CCONJ
fbem-31695	134	22	innovative	innovative	ADJ
fbem-31695	134	23	automotive	automotive	ADJ
fbem-31695	134	24	future	future	NOUN
fbem-31695	134	25	.	.	PUNCT
fbem-31695	135	1	references	reference	NOUN
fbem-31695	135	2	[	[	X
fbem-31695	135	3	1	1	NUM
fbem-31695	135	4	]	]	PUNCT
fbem-31695	135	5	brynjolfsson	brynjolfsson	PROPN
fbem-31695	135	6	,	,	PUNCT
fbem-31695	135	7	e.	e.	PROPN
fbem-31695	135	8	,	,	PUNCT
fbem-31695	135	9	&	&	CCONJ
fbem-31695	135	10	mcafee	mcafee	PROPN
fbem-31695	135	11	,	,	PUNCT
fbem-31695	135	12	a.	a.	NOUN
fbem-31695	135	13	(	(	PUNCT
fbem-31695	135	14	2017	2017	NUM
fbem-31695	135	15	)	)	PUNCT
fbem-31695	135	16	.	.	PUNCT
fbem-31695	136	1	machine	machine	NOUN
fbem-31695	136	2	,	,	PUNCT
fbem-31695	136	3	platform	platform	NOUN
fbem-31695	136	4	,	,	PUNCT
fbem-31695	136	5	crowd	crowd	NOUN
fbem-31695	136	6	:	:	PUNCT
fbem-31695	136	7	harnessing	harness	VERB
fbem-31695	136	8	our	our	PRON
fbem-31695	136	9	digital	digital	ADJ
fbem-31695	136	10	future	future	NOUN
fbem-31695	136	11	.	.	PUNCT
fbem-31695	137	1	w.	w.	PROPN
fbem-31695	137	2	w.	w.	PROPN
fbem-31695	137	3	norton	norton	PROPN
fbem-31695	137	4	&	&	CCONJ
fbem-31695	137	5	company	company	PROPN
fbem-31695	137	6	.	.	PUNCT
fbem-31695	138	1	[	[	X
fbem-31695	138	2	2	2	NUM
fbem-31695	138	3	]	]	X
fbem-31695	138	4	davenport	davenport	NOUN
fbem-31695	138	5	,	,	PUNCT
fbem-31695	138	6	t.	t.	PROPN
fbem-31695	138	7	h.	h.	PROPN
fbem-31695	138	8	,	,	PUNCT
fbem-31695	138	9	&	&	CCONJ
fbem-31695	138	10	ronanki	ronanki	PROPN
fbem-31695	138	11	,	,	PUNCT
fbem-31695	138	12	r.	r.	PROPN
fbem-31695	138	13	(	(	PUNCT
fbem-31695	138	14	2018	2018	NUM
fbem-31695	138	15	)	)	PUNCT
fbem-31695	138	16	.	.	PUNCT
fbem-31695	139	1	artificial	artificial	ADJ
fbem-31695	139	2	intelligence	intelligence	NOUN
fbem-31695	139	3	for	for	ADP
fbem-31695	139	4	the	the	DET
fbem-31695	139	5	real	real	ADJ
fbem-31695	139	6	world	world	NOUN
fbem-31695	139	7	.	.	PUNCT
fbem-31695	140	1	harvard	harvard	PROPN
fbem-31695	140	2	business	business	PROPN
fbem-31695	140	3	review	review	PROPN
fbem-31695	140	4	,	,	PUNCT
fbem-31695	140	5	96(1	96(1	NUM
fbem-31695	140	6	)	)	PUNCT
fbem-31695	140	7	,	,	PUNCT
fbem-31695	140	8	108–116	108–116	NUM
fbem-31695	140	9	.	.	PUNCT
fbem-31695	141	1	[	[	X
fbem-31695	141	2	3	3	NUM
fbem-31695	141	3	]	]	X
fbem-31695	141	4	iansiti	iansiti	NOUN
fbem-31695	141	5	,	,	PUNCT
fbem-31695	141	6	m.	m.	NOUN
fbem-31695	141	7	,	,	PUNCT
fbem-31695	141	8	&	&	CCONJ
fbem-31695	141	9	lakhani	lakhani	PROPN
fbem-31695	141	10	,	,	PUNCT
fbem-31695	141	11	k.	k.	PROPN
fbem-31695	141	12	r.	r.	PROPN
fbem-31695	141	13	(	(	PUNCT
fbem-31695	141	14	2020	2020	NUM
fbem-31695	141	15	)	)	PUNCT
fbem-31695	141	16	.	.	PUNCT
fbem-31695	142	1	competing	compete	VERB
fbem-31695	142	2	in	in	ADP
fbem-31695	142	3	the	the	DET
fbem-31695	142	4	age	age	NOUN
fbem-31695	142	5	of	of	ADP
fbem-31695	142	6	ai	ai	NOUN
fbem-31695	142	7	:	:	PUNCT
fbem-31695	142	8	strategy	strategy	NOUN
fbem-31695	142	9	and	and	CCONJ
fbem-31695	142	10	leadership	leadership	NOUN
fbem-31695	142	11	when	when	SCONJ
fbem-31695	142	12	algorithms	algorithm	NOUN
fbem-31695	142	13	and	and	CCONJ
fbem-31695	142	14	networks	network	NOUN
fbem-31695	142	15	run	run	VERB
fbem-31695	142	16	the	the	DET
fbem-31695	142	17	world	world	NOUN
fbem-31695	142	18	.	.	PUNCT
fbem-31695	143	1	harvard	harvard	PROPN
fbem-31695	143	2	business	business	PROPN
fbem-31695	143	3	press	press	PROPN
fbem-31695	143	4	.	.	PUNCT
fbem-31695	144	1	[	[	X
fbem-31695	144	2	4	4	NUM
fbem-31695	144	3	]	]	SYM
fbem-31695	144	4	bohnsack	bohnsack	NOUN
fbem-31695	144	5	,	,	PUNCT
fbem-31695	144	6	r.	r.	NOUN
fbem-31695	144	7	,	,	PUNCT
fbem-31695	144	8	pinkse	pinkse	NOUN
fbem-31695	144	9	,	,	PUNCT
fbem-31695	144	10	j.	j.	PROPN
fbem-31695	144	11	,	,	PUNCT
fbem-31695	144	12	&	&	CCONJ
fbem-31695	144	13	kolk	kolk	PROPN
fbem-31695	144	14	,	,	PUNCT
fbem-31695	144	15	a.	a.	NOUN
fbem-31695	144	16	(	(	PUNCT
fbem-31695	144	17	2014	2014	NUM
fbem-31695	144	18	)	)	PUNCT
fbem-31695	144	19	.	.	PUNCT
fbem-31695	145	1	business	business	NOUN
fbem-31695	145	2	models	model	NOUN
fbem-31695	145	3	for	for	ADP
fbem-31695	145	4	sustainable	sustainable	ADJ
fbem-31695	145	5	technologies	technology	NOUN
fbem-31695	145	6	:	:	PUNCT
fbem-31695	145	7	exploring	explore	VERB
fbem-31695	145	8	business	business	NOUN
fbem-31695	145	9	model	model	NOUN
fbem-31695	145	10	evolution	evolution	NOUN
fbem-31695	145	11	in	in	ADP
fbem-31695	145	12	the	the	DET
fbem-31695	145	13	case	case	NOUN
fbem-31695	145	14	of	of	ADP
fbem-31695	145	15	electric	electric	ADJ
fbem-31695	145	16	vehicles	vehicle	NOUN
fbem-31695	145	17	.	.	PUNCT
fbem-31695	146	1	research	research	NOUN
fbem-31695	146	2	policy	policy	NOUN
fbem-31695	146	3	,	,	PUNCT
fbem-31695	146	4	43(2	43(2	NUM
fbem-31695	146	5	)	)	PUNCT
fbem-31695	146	6	,	,	PUNCT
fbem-31695	146	7	284–300	284–300	NUM
fbem-31695	146	8	.	.	PUNCT
fbem-31695	147	1	[	[	X
fbem-31695	147	2	5	5	NUM
fbem-31695	147	3	]	]	X
fbem-31695	147	4	tushman	tushman	NOUN
fbem-31695	147	5	,	,	PUNCT
fbem-31695	147	6	m.	m.	NOUN
fbem-31695	147	7	l.	l.	PROPN
fbem-31695	147	8	,	,	PUNCT
fbem-31695	147	9	&	&	CCONJ
fbem-31695	147	10	o'reilly	o'reilly	PROPN
fbem-31695	147	11	,	,	PUNCT
fbem-31695	147	12	c.	c.	PROPN
fbem-31695	147	13	a.	a.	PROPN
fbem-31695	147	14	(	(	PUNCT
fbem-31695	147	15	2016	2016	NUM
fbem-31695	147	16	)	)	PUNCT
fbem-31695	147	17	.	.	PUNCT
fbem-31695	148	1	lead	lead	VERB
fbem-31695	148	2	and	and	CCONJ
fbem-31695	148	3	disrupt	disrupt	VERB
fbem-31695	148	4	:	:	PUNCT
fbem-31695	148	5	how	how	SCONJ
fbem-31695	148	6	to	to	PART
fbem-31695	148	7	solve	solve	VERB
fbem-31695	148	8	the	the	DET
fbem-31695	148	9	innovator	innovator	NOUN
fbem-31695	148	10	’s	’s	PART
fbem-31695	148	11	dilemma	dilemma	PROPN
fbem-31695	148	12	.	.	PUNCT
fbem-31695	149	1	harvard	harvard	PROPN
fbem-31695	149	2	business	business	PROPN
fbem-31695	149	3	review	review	PROPN
fbem-31695	149	4	press	press	NOUN
fbem-31695	149	5	.	.	PUNCT
fbem-31695	150	1	[	[	X
fbem-31695	150	2	6	6	NUM
fbem-31695	150	3	]	]	PUNCT
fbem-31695	150	4	he	he	PRON
fbem-31695	150	5	,	,	PUNCT
fbem-31695	150	6	w.	w.	PROPN
fbem-31695	150	7	,	,	PUNCT
fbem-31695	150	8	liao	liao	PROPN
fbem-31695	150	9	,	,	PUNCT
fbem-31695	150	10	y.	y.	PROPN
fbem-31695	150	11	,	,	PUNCT
fbem-31695	150	12	&	&	CCONJ
fbem-31695	150	13	jiang	jiang	PROPN
fbem-31695	150	14	,	,	PUNCT
fbem-31695	150	15	l.	l.	PROPN
fbem-31695	150	16	(	(	PUNCT
fbem-31695	150	17	2019	2019	NUM
fbem-31695	150	18	)	)	PUNCT
fbem-31695	150	19	.	.	PUNCT
fbem-31695	151	1	application	application	NOUN
fbem-31695	151	2	of	of	ADP
fbem-31695	151	3	ai	ai	NOUN
fbem-31695	151	4	in	in	ADP
fbem-31695	151	5	automotive	automotive	ADJ
fbem-31695	151	6	logistics	logistic	NOUN
fbem-31695	151	7	and	and	CCONJ
fbem-31695	151	8	maintenance	maintenance	NOUN
fbem-31695	151	9	.	.	PUNCT
fbem-31695	152	1	journal	journal	NOUN
fbem-31695	152	2	of	of	ADP
fbem-31695	152	3	intelligent	intelligent	ADJ
fbem-31695	152	4	manufacturing	manufacturing	NOUN
fbem-31695	152	5	,	,	PUNCT
fbem-31695	152	6	30(4	30(4	NUM
fbem-31695	152	7	)	)	PUNCT
fbem-31695	152	8	,	,	PUNCT
fbem-31695	152	9	1507–1520	1507–1520	NUM
fbem-31695	152	10	.	.	PUNCT
fbem-31695	153	1	[	[	X
fbem-31695	153	2	7	7	NUM
fbem-31695	153	3	]	]	X
fbem-31695	153	4	zhang	zhang	PROPN
fbem-31695	153	5	,	,	PUNCT
fbem-31695	153	6	y.	y.	PROPN
fbem-31695	153	7	,	,	PUNCT
fbem-31695	153	8	zhou	zhou	PROPN
fbem-31695	153	9	,	,	PUNCT
fbem-31695	153	10	c.	c.	PROPN
fbem-31695	153	11	,	,	PUNCT
fbem-31695	153	12	&	&	CCONJ
fbem-31695	153	13	shi	shi	PROPN
fbem-31695	153	14	,	,	PUNCT
fbem-31695	153	15	y.	y.	PROPN
fbem-31695	153	16	(	(	PUNCT
fbem-31695	153	17	2020	2020	NUM
fbem-31695	153	18	)	)	PUNCT
fbem-31695	153	19	.	.	PUNCT
fbem-31695	154	1	big	big	ADJ
fbem-31695	154	2	data	datum	NOUN
fbem-31695	154	3	analytics	analytic	NOUN
fbem-31695	154	4	in	in	ADP
fbem-31695	154	5	smart	smart	ADJ
fbem-31695	154	6	manufacturing	manufacturing	NOUN
fbem-31695	154	7	:	:	PUNCT
fbem-31695	154	8	a	a	DET
fbem-31695	154	9	review	review	NOUN
fbem-31695	154	10	.	.	PUNCT
fbem-31695	155	1	journal	journal	NOUN
fbem-31695	155	2	of	of	ADP
fbem-31695	155	3	manufacturing	manufacturing	NOUN
fbem-31695	155	4	systems	system	NOUN
fbem-31695	155	5	,	,	PUNCT
fbem-31695	155	6	54	54	NUM
fbem-31695	155	7	,	,	PUNCT
fbem-31695	155	8	320–332	320–332	NUM
fbem-31695	155	9	.	.	PUNCT
fbem-31695	156	1	[	[	X
fbem-31695	156	2	8	8	NUM
fbem-31695	156	3	]	]	SYM
fbem-31695	156	4	rojko	rojko	ADJ
fbem-31695	156	5	,	,	PUNCT
fbem-31695	156	6	a.	a.	NOUN
fbem-31695	156	7	(	(	PUNCT
fbem-31695	156	8	2017	2017	NUM
fbem-31695	156	9	)	)	PUNCT
fbem-31695	156	10	.	.	PUNCT
fbem-31695	157	1	industry	industry	NOUN
fbem-31695	157	2	4.0	4.0	NUM
fbem-31695	157	3	concept	concept	NOUN
fbem-31695	157	4	:	:	PUNCT
fbem-31695	157	5	background	background	NOUN
fbem-31695	157	6	and	and	CCONJ
fbem-31695	157	7	overview	overview	NOUN
fbem-31695	157	8	.	.	PUNCT
fbem-31695	158	1	international	international	ADJ
fbem-31695	158	2	journal	journal	NOUN
fbem-31695	158	3	of	of	ADP
fbem-31695	158	4	interactive	interactive	ADJ
fbem-31695	158	5	mobile	mobile	ADJ
fbem-31695	158	6	technologies	technology	NOUN
fbem-31695	158	7	,	,	PUNCT
fbem-31695	158	8	11(5	11(5	NUM
fbem-31695	158	9	)	)	PUNCT
fbem-31695	158	10	,	,	PUNCT
fbem-31695	158	11	77–90	77–90	NUM
fbem-31695	158	12	.	.	PUNCT
fbem-31695	159	1	[	[	X
fbem-31695	159	2	9	9	NUM
fbem-31695	159	3	]	]	X
fbem-31695	159	4	porter	porter	NOUN
fbem-31695	159	5	,	,	PUNCT
fbem-31695	159	6	m.	m.	PROPN
fbem-31695	159	7	e.	e.	PROPN
fbem-31695	159	8	,	,	PUNCT
fbem-31695	159	9	&	&	CCONJ
fbem-31695	159	10	heppelmann	heppelmann	PROPN
fbem-31695	159	11	,	,	PUNCT
fbem-31695	159	12	j.	j.	PROPN
fbem-31695	159	13	e.	e.	PROPN
fbem-31695	159	14	(	(	PUNCT
fbem-31695	159	15	2015	2015	NUM
fbem-31695	159	16	)	)	PUNCT
fbem-31695	159	17	.	.	PUNCT
fbem-31695	160	1	how	how	SCONJ
fbem-31695	160	2	smart	smart	ADJ
fbem-31695	160	3	,	,	PUNCT
fbem-31695	160	4	connected	connected	ADJ
fbem-31695	160	5	products	product	NOUN
fbem-31695	160	6	are	be	AUX
fbem-31695	160	7	transforming	transform	VERB
fbem-31695	160	8	companies	company	NOUN
fbem-31695	160	9	.	.	PUNCT
fbem-31695	161	1	harvard	harvard	PROPN
fbem-31695	161	2	business	business	PROPN
fbem-31695	161	3	review	review	PROPN
fbem-31695	161	4	,	,	PUNCT
fbem-31695	161	5	93(10	93(10	PROPN
fbem-31695	161	6	)	)	PUNCT
fbem-31695	161	7	,	,	PUNCT
fbem-31695	161	8	96–114	96–114	X
fbem-31695	161	9	.	.	PUNCT
fbem-31695	162	1	[	[	X
fbem-31695	162	2	10	10	NUM
fbem-31695	162	3	]	]	X
fbem-31695	162	4	zhong	zhong	PROPN
fbem-31695	162	5	,	,	PUNCT
fbem-31695	162	6	r.	r.	PROPN
fbem-31695	162	7	y.	y.	PROPN
fbem-31695	162	8	,	,	PUNCT
fbem-31695	162	9	xu	xu	PROPN
fbem-31695	162	10	,	,	PUNCT
fbem-31695	162	11	x.	x.	PROPN
fbem-31695	162	12	,	,	PUNCT
fbem-31695	162	13	klotz	klotz	PROPN
fbem-31695	162	14	,	,	PUNCT
fbem-31695	162	15	e.	e.	PROPN
fbem-31695	162	16	,	,	PUNCT
fbem-31695	162	17	&	&	CCONJ
fbem-31695	162	18	newman	newman	PROPN
fbem-31695	162	19	,	,	PUNCT
fbem-31695	162	20	s.	s.	PROPN
fbem-31695	162	21	t.	t.	PROPN
fbem-31695	162	22	(	(	PUNCT
fbem-31695	162	23	2017	2017	NUM
fbem-31695	162	24	)	)	PUNCT
fbem-31695	162	25	.	.	PUNCT
fbem-31695	163	1	intelligent	intelligent	ADJ
fbem-31695	163	2	manufacturing	manufacturing	NOUN
fbem-31695	163	3	in	in	ADP
fbem-31695	163	4	the	the	DET
fbem-31695	163	5	context	context	NOUN
fbem-31695	163	6	of	of	ADP
fbem-31695	163	7	industry	industry	NOUN
fbem-31695	163	8	4.0	4.0	NUM
fbem-31695	163	9	:	:	PUNCT
fbem-31695	163	10	a	a	DET
fbem-31695	163	11	review	review	NOUN
fbem-31695	163	12	.	.	PUNCT
fbem-31695	164	1	engineering	engineering	NOUN
fbem-31695	164	2	,	,	PUNCT
fbem-31695	164	3	3(5	3(5	NUM
fbem-31695	164	4	)	)	PUNCT
fbem-31695	164	5	,	,	PUNCT
fbem-31695	164	6	616–630	616–630	NUM
fbem-31695	164	7	.	.	PUNCT
fbem-31695	165	1	[	[	X
fbem-31695	165	2	11	11	NUM
fbem-31695	165	3	]	]	X
fbem-31695	165	4	qin	qin	PROPN
fbem-31695	165	5	,	,	PUNCT
fbem-31695	165	6	j.	j.	PROPN
fbem-31695	165	7	,	,	PUNCT
fbem-31695	165	8	liu	liu	PROPN
fbem-31695	165	9	,	,	PUNCT
fbem-31695	165	10	y.	y.	PROPN
fbem-31695	165	11	,	,	PUNCT
fbem-31695	165	12	&	&	CCONJ
fbem-31695	165	13	grosvenor	grosvenor	PROPN
fbem-31695	165	14	,	,	PUNCT
fbem-31695	165	15	r.	r.	PROPN
fbem-31695	165	16	(	(	PUNCT
fbem-31695	165	17	2020	2020	NUM
fbem-31695	165	18	)	)	PUNCT
fbem-31695	165	19	.	.	PUNCT
fbem-31695	166	1	a	a	DET
fbem-31695	166	2	categorical	categorical	ADJ
fbem-31695	166	3	framework	framework	NOUN
fbem-31695	166	4	of	of	ADP
fbem-31695	166	5	manufacturing	manufacturing	NOUN
fbem-31695	166	6	for	for	ADP
fbem-31695	166	7	industry	industry	NOUN
fbem-31695	166	8	4.0	4.0	NUM
fbem-31695	166	9	and	and	CCONJ
fbem-31695	166	10	beyond	beyond	ADP
fbem-31695	166	11	.	.	PUNCT
fbem-31695	167	1	in	in	ADP
fbem-31695	167	2	procedia	procedia	PROPN
fbem-31695	167	3	cirp	cirp	NOUN
fbem-31695	167	4	(	(	PUNCT
fbem-31695	167	5	vol	vol	NOUN
fbem-31695	167	6	.	.	PROPN
fbem-31695	167	7	52	52	NUM
fbem-31695	167	8	,	,	PUNCT
fbem-31695	167	9	pp	pp	ADJ
fbem-31695	167	10	.	.	PUNCT
fbem-31695	167	11	173–178	173–178	NUM
fbem-31695	167	12	)	)	PUNCT
fbem-31695	167	13	.	.	PUNCT
fbem-31695	168	1	[	[	X
fbem-31695	168	2	12	12	NUM
fbem-31695	168	3	]	]	X
fbem-31695	168	4	wang	wang	PROPN
fbem-31695	168	5	,	,	PUNCT
fbem-31695	168	6	j.	j.	PROPN
fbem-31695	168	7	,	,	PUNCT
fbem-31695	168	8	&	&	CCONJ
fbem-31695	168	9	wan	wan	PROPN
fbem-31695	168	10	,	,	PUNCT
fbem-31695	168	11	j.	j.	PROPN
fbem-31695	168	12	(	(	PUNCT
fbem-31695	168	13	2019	2019	NUM
fbem-31695	168	14	)	)	PUNCT
fbem-31695	168	15	.	.	PUNCT
fbem-31695	169	1	edge	edge	NOUN
fbem-31695	169	2	computing	compute	VERB
fbem-31695	169	3	in	in	ADP
fbem-31695	169	4	smart	smart	ADJ
fbem-31695	169	5	manufacturing	manufacturing	NOUN
fbem-31695	169	6	.	.	PUNCT
fbem-31695	170	1	ieee	ieee	NOUN
fbem-31695	170	2	access	access	NOUN
fbem-31695	170	3	,	,	PUNCT
fbem-31695	170	4	7	7	NUM
fbem-31695	170	5	,	,	PUNCT
fbem-31695	170	6	96532–96545	96532–96545	NUM
fbem-31695	170	7	.	.	PUNCT
fbem-31695	171	1	[	[	X
fbem-31695	171	2	13	13	NUM
fbem-31695	171	3	]	]	X
fbem-31695	171	4	christensen	christensen	PROPN
fbem-31695	171	5	,	,	PUNCT
fbem-31695	171	6	c.	c.	PROPN
fbem-31695	171	7	m.	m.	PROPN
fbem-31695	171	8	,	,	PUNCT
fbem-31695	171	9	wang	wang	PROPN
fbem-31695	171	10	,	,	PUNCT
fbem-31695	171	11	d.	d.	PROPN
fbem-31695	171	12	,	,	PUNCT
fbem-31695	171	13	&	&	CCONJ
fbem-31695	171	14	van	van	PROPN
fbem-31695	171	15	bever	bever	PROPN
fbem-31695	171	16	,	,	PUNCT
fbem-31695	171	17	d.	d.	PROPN
fbem-31695	171	18	(	(	PUNCT
fbem-31695	171	19	2013	2013	NUM
fbem-31695	171	20	)	)	PUNCT
fbem-31695	171	21	.	.	PUNCT
fbem-31695	172	1	surviving	survive	VERB
fbem-31695	172	2	disruption	disruption	NOUN
fbem-31695	172	3	.	.	PUNCT
fbem-31695	173	1	harvard	harvard	PROPN
fbem-31695	173	2	business	business	PROPN
fbem-31695	173	3	review	review	PROPN
fbem-31695	173	4	,	,	PUNCT
fbem-31695	173	5	91(12	91(12	NUM
fbem-31695	173	6	)	)	PUNCT
fbem-31695	173	7	,	,	PUNCT
fbem-31695	173	8	56–64	56–64	NUM
fbem-31695	173	9	.	.	PUNCT
fbem-31695	174	1	[	[	X
fbem-31695	174	2	14	14	NUM
fbem-31695	174	3	]	]	X
fbem-31695	174	4	womack	womack	PROPN
fbem-31695	174	5	,	,	PUNCT
fbem-31695	174	6	j.	j.	PROPN
fbem-31695	174	7	p.	p.	PROPN
fbem-31695	174	8	,	,	PUNCT
fbem-31695	174	9	&	&	CCONJ
fbem-31695	174	10	jones	jones	PROPN
fbem-31695	174	11	,	,	PUNCT
fbem-31695	174	12	d.	d.	PROPN
fbem-31695	174	13	t.	t.	PROPN
fbem-31695	174	14	(	(	PUNCT
fbem-31695	174	15	1996	1996	NUM
fbem-31695	174	16	)	)	PUNCT
fbem-31695	174	17	.	.	PUNCT
fbem-31695	175	1	lean	lean	ADJ
fbem-31695	175	2	thinking	thinking	NOUN
fbem-31695	175	3	:	:	PUNCT
fbem-31695	175	4	banish	banish	VERB
fbem-31695	175	5	waste	waste	NOUN
fbem-31695	175	6	and	and	CCONJ
fbem-31695	175	7	create	create	VERB
fbem-31695	175	8	wealth	wealth	NOUN
fbem-31695	175	9	in	in	ADP
fbem-31695	175	10	your	your	PRON
fbem-31695	175	11	corporation	corporation	NOUN
fbem-31695	175	12	.	.	PUNCT
fbem-31695	176	1	simon	simon	PROPN
fbem-31695	176	2	&	&	CCONJ
fbem-31695	176	3	schuster	schuster	PROPN
fbem-31695	176	4	.	.	PUNCT
fbem-31695	177	1	[	[	X
fbem-31695	177	2	15	15	NUM
fbem-31695	177	3	]	]	X
fbem-31695	177	4	leng	leng	PROPN
fbem-31695	177	5	,	,	PUNCT
fbem-31695	177	6	j.	j.	PROPN
fbem-31695	177	7	,	,	PUNCT
fbem-31695	177	8	qu	qu	PROPN
fbem-31695	177	9	,	,	PUNCT
fbem-31695	177	10	t.	t.	PROPN
fbem-31695	177	11	,	,	PUNCT
fbem-31695	177	12	song	song	NOUN
fbem-31695	177	13	,	,	PUNCT
fbem-31695	177	14	m.	m.	NOUN
fbem-31695	177	15	,	,	PUNCT
fbem-31695	177	16	et	et	PROPN
fbem-31695	177	17	al	al	PROPN
fbem-31695	177	18	.	.	PROPN
fbem-31695	177	19	(	(	PUNCT
fbem-31695	177	20	2020	2020	NUM
fbem-31695	177	21	)	)	PUNCT
fbem-31695	177	22	.	.	PUNCT
fbem-31695	178	1	digital	digital	ADJ
fbem-31695	178	2	twin	twin	ADJ
fbem-31695	178	3	-	-	PUNCT
fbem-31695	178	4	driven	drive	VERB
fbem-31695	178	5	manufacturing	manufacturing	NOUN
fbem-31695	178	6	cyber	cyber	NOUN
fbem-31695	178	7	-	-	PUNCT
fbem-31695	178	8	physical	physical	ADJ
fbem-31695	178	9	system	system	NOUN
fbem-31695	178	10	for	for	ADP
fbem-31695	178	11	parallel	parallel	ADJ
fbem-31695	178	12	controlling	controlling	NOUN
fbem-31695	178	13	of	of	ADP
fbem-31695	178	14	smart	smart	ADJ
fbem-31695	178	15	workshop	workshop	NOUN
fbem-31695	178	16	.	.	PUNCT
fbem-31695	179	1	journal	journal	PROPN
fbem-31695	179	2	of	of	ADP
fbem-31695	179	3	ambient	ambient	ADJ
fbem-31695	179	4	intelligence	intelligence	NOUN
fbem-31695	179	5	and	and	CCONJ
fbem-31695	179	6	humanized	humanize	VERB
fbem-31695	179	7	computing	computing	NOUN
fbem-31695	179	8	,	,	PUNCT
fbem-31695	179	9	11(11	11(11	NUM
fbem-31695	179	10	)	)	PUNCT
fbem-31695	179	11	,	,	PUNCT
fbem-31695	179	12	4533–4550	4533–4550	NUM
fbem-31695	179	13	.	.	PUNCT
fbem-31695	180	1	[	[	X
fbem-31695	180	2	16	16	NUM
fbem-31695	180	3	]	]	X
fbem-31695	180	4	shi	shi	PROPN
fbem-31695	180	5	,	,	PUNCT
fbem-31695	180	6	y.	y.	PROPN
fbem-31695	180	7	,	,	PUNCT
fbem-31695	180	8	hong	hong	PROPN
fbem-31695	180	9	,	,	PUNCT
fbem-31695	180	10	j.	j.	PROPN
fbem-31695	180	11	,	,	PUNCT
fbem-31695	180	12	&	&	CCONJ
fbem-31695	180	13	wong	wong	PROPN
fbem-31695	180	14	,	,	PUNCT
fbem-31695	180	15	c.	c.	PROPN
fbem-31695	180	16	y.	y.	PROPN
fbem-31695	180	17	(	(	PUNCT
fbem-31695	180	18	2019	2019	NUM
fbem-31695	180	19	)	)	PUNCT
fbem-31695	180	20	.	.	PUNCT
fbem-31695	181	1	strategic	strategic	ADJ
fbem-31695	181	2	pathways	pathway	NOUN
fbem-31695	181	3	to	to	ADP
fbem-31695	181	4	smart	smart	ADJ
fbem-31695	181	5	manufacturing	manufacturing	NOUN
fbem-31695	181	6	transformation	transformation	NOUN
fbem-31695	181	7	in	in	ADP
fbem-31695	181	8	china	china	PROPN
fbem-31695	181	9	:	:	PUNCT
fbem-31695	181	10	a	a	DET
fbem-31695	181	11	resource	resource	NOUN
fbem-31695	181	12	orchestration	orchestration	NOUN
fbem-31695	181	13	perspective	perspective	NOUN
fbem-31695	181	14	.	.	PUNCT
fbem-31695	182	1	technological	technological	ADJ
fbem-31695	182	2	forecasting	forecasting	NOUN
fbem-31695	182	3	and	and	CCONJ
fbem-31695	182	4	social	social	ADJ
fbem-31695	182	5	change	change	NOUN
fbem-31695	182	6	,	,	PUNCT
fbem-31695	182	7	146	146	NUM
fbem-31695	182	8	,	,	PUNCT
fbem-31695	182	9	281–296	281–296	NUM
fbem-31695	182	10	.	.	PUNCT
fbem-31695	183	1	[	[	X
fbem-31695	183	2	17	17	NUM
fbem-31695	183	3	]	]	X
fbem-31695	183	4	dyer	dyer	NOUN
fbem-31695	183	5	,	,	PUNCT
fbem-31695	183	6	j.	j.	PROPN
fbem-31695	183	7	h.	h.	PROPN
fbem-31695	183	8	,	,	PUNCT
fbem-31695	183	9	&	&	CCONJ
fbem-31695	183	10	singh	singh	PROPN
fbem-31695	183	11	,	,	PUNCT
fbem-31695	183	12	h.	h.	PROPN
fbem-31695	183	13	(	(	PUNCT
fbem-31695	183	14	1998	1998	NUM
fbem-31695	183	15	)	)	PUNCT
fbem-31695	183	16	.	.	PUNCT
fbem-31695	184	1	the	the	DET
fbem-31695	184	2	relational	relational	ADJ
fbem-31695	184	3	view	view	NOUN
fbem-31695	184	4	:	:	PUNCT
fbem-31695	184	5	cooperative	cooperative	ADJ
fbem-31695	184	6	strategy	strategy	NOUN
fbem-31695	184	7	and	and	CCONJ
fbem-31695	184	8	sources	source	NOUN
fbem-31695	184	9	of	of	ADP
fbem-31695	184	10	interorganizational	interorganizational	ADJ
fbem-31695	184	11	competitive	competitive	ADJ
fbem-31695	184	12	advantage	advantage	NOUN
fbem-31695	184	13	.	.	PUNCT
fbem-31695	185	1	academy	academy	PROPN
fbem-31695	185	2	of	of	ADP
fbem-31695	185	3	management	management	PROPN
fbem-31695	185	4	review	review	PROPN
fbem-31695	185	5	,	,	PUNCT
fbem-31695	185	6	23(4	23(4	NOUN
fbem-31695	185	7	)	)	PUNCT
fbem-31695	185	8	,	,	PUNCT
fbem-31695	185	9	660–679	660–679	NUM
fbem-31695	185	10	.	.	PUNCT
fbem-31695	186	1	[	[	X
fbem-31695	186	2	18	18	NUM
fbem-31695	186	3	]	]	SYM
fbem-31695	186	4	enkel	enkel	X
fbem-31695	186	5	,	,	PUNCT
fbem-31695	186	6	e.	e.	PROPN
fbem-31695	186	7	,	,	PUNCT
fbem-31695	186	8	heil	heil	PROPN
fbem-31695	186	9	,	,	PUNCT
fbem-31695	186	10	s.	s.	PROPN
fbem-31695	186	11	,	,	PUNCT
fbem-31695	186	12	&	&	CCONJ
fbem-31695	186	13	xu	xu	PROPN
fbem-31695	186	14	,	,	PUNCT
fbem-31695	186	15	h.	h.	PROPN
fbem-31695	186	16	(	(	PUNCT
fbem-31695	186	17	2005	2005	NUM
fbem-31695	186	18	)	)	PUNCT
fbem-31695	186	19	.	.	PUNCT
fbem-31695	187	1	managing	manage	VERB
fbem-31695	187	2	knowledge	knowledge	NOUN
fbem-31695	187	3	transfer	transfer	NOUN
fbem-31695	187	4	in	in	ADP
fbem-31695	187	5	strategic	strategic	ADJ
fbem-31695	187	6	alliances	alliance	NOUN
fbem-31695	187	7	.	.	PUNCT
fbem-31695	188	1	r&d	r&d	NOUN
fbem-31695	188	2	management	management	NOUN
fbem-31695	188	3	,	,	PUNCT
fbem-31695	188	4	35(2	35(2	NUM
fbem-31695	188	5	)	)	PUNCT
fbem-31695	188	6	,	,	PUNCT
fbem-31695	188	7	195	195	NUM
fbem-31695	188	8	–	–	SYM
fbem-31695	188	9	209	209	NUM
fbem-31695	188	10	.	.	PUNCT
fbem-31695	189	1	[	[	X
fbem-31695	189	2	19	19	NUM
fbem-31695	189	3	]	]	SYM
fbem-31695	189	4	adner	adner	NOUN
fbem-31695	189	5	,	,	PUNCT
fbem-31695	189	6	r.	r.	PROPN
fbem-31695	189	7	(	(	PUNCT
fbem-31695	189	8	2017	2017	NUM
fbem-31695	189	9	)	)	PUNCT
fbem-31695	189	10	.	.	PUNCT
fbem-31695	190	1	ecosystem	ecosystem	NOUN
fbem-31695	190	2	as	as	ADP
fbem-31695	190	3	structure	structure	NOUN
fbem-31695	190	4	:	:	PUNCT
fbem-31695	190	5	an	an	DET
fbem-31695	190	6	actionable	actionable	ADJ
fbem-31695	190	7	construct	construct	NOUN
fbem-31695	190	8	for	for	ADP
fbem-31695	190	9	strategy	strategy	NOUN
fbem-31695	190	10	.	.	PUNCT
fbem-31695	191	1	journal	journal	NOUN
fbem-31695	191	2	of	of	ADP
fbem-31695	191	3	management	management	NOUN
fbem-31695	191	4	,	,	PUNCT
fbem-31695	191	5	43(1	43(1	NOUN
fbem-31695	191	6	)	)	PUNCT
fbem-31695	191	7	,	,	PUNCT
fbem-31695	191	8	39–58	39–58	NUM
fbem-31695	191	9	.	.	PUNCT
fbem-31695	192	1	[	[	X
fbem-31695	192	2	20	20	NUM
fbem-31695	192	3	]	]	X
fbem-31695	192	4	jacobides	jacobide	NOUN
fbem-31695	192	5	,	,	PUNCT
fbem-31695	192	6	m.	m.	NOUN
fbem-31695	192	7	g.	g.	PROPN
fbem-31695	192	8	,	,	PUNCT
fbem-31695	192	9	cennamo	cennamo	PROPN
fbem-31695	192	10	,	,	PUNCT
fbem-31695	192	11	c.	c.	PROPN
fbem-31695	192	12	,	,	PUNCT
fbem-31695	192	13	&	&	CCONJ
fbem-31695	192	14	gawer	gawer	NOUN
fbem-31695	192	15	,	,	PUNCT
fbem-31695	192	16	a.	a.	NOUN
fbem-31695	192	17	(	(	PUNCT
fbem-31695	192	18	2018	2018	NUM
fbem-31695	192	19	)	)	PUNCT
fbem-31695	192	20	.	.	PUNCT
fbem-31695	193	1	towards	towards	ADP
fbem-31695	193	2	a	a	DET
fbem-31695	193	3	theory	theory	NOUN
fbem-31695	193	4	of	of	ADP
fbem-31695	193	5	ecosystems	ecosystem	NOUN
fbem-31695	193	6	.	.	PUNCT
fbem-31695	194	1	strategic	strategic	ADJ
fbem-31695	194	2	management	management	NOUN
fbem-31695	194	3	journal	journal	NOUN
fbem-31695	194	4	,	,	PUNCT
fbem-31695	194	5	39(8	39(8	NUM
fbem-31695	194	6	)	)	PUNCT
fbem-31695	194	7	,	,	PUNCT
fbem-31695	194	8	2255–2276	2255–2276	NUM
fbem-31695	194	9	.	.	PUNCT