id	sid	tid	token	lemma	pos
alkej-1108	1	1	this	this	PRON
alkej-1108	1	2	is	be	AUX
alkej-1108	1	3	an	an	DET
alkej-1108	1	4	open	open	ADJ
alkej-1108	1	5	access	access	NOUN
alkej-1108	1	6	article	article	NOUN
alkej-1108	1	7	under	under	ADP
alkej-1108	1	8	the	the	DET
alkej-1108	1	9	cc	cc	NOUN
alkej-1108	1	10	by	by	ADP
alkej-1108	1	11	license	license	NOUN
alkej-1108	1	12	:	:	PUNCT
alkej-1108	1	13	al	al	PROPN
alkej-1108	1	14	-	-	PUNCT
alkej-1108	1	15	khwarizmi	khwarizmi	PROPN
alkej-1108	1	16	engineering	engineering	PROPN
alkej-1108	1	17	journal	journal	PROPN
alkej-1108	1	18	al	al	PROPN
alkej-1108	1	19	-	-	PUNCT
alkej-1108	1	20	khwarizmi	khwarizmi	PROPN
alkej-1108	1	21	engineering	engineering	PROPN
alkej-1108	1	22	journal	journal	PROPN
alkej-1108	1	23	issn	issn	PROPN
alkej-1108	1	24	(	(	PUNCT
alkej-1108	1	25	printed	print	VERB
alkej-1108	1	26	):	):	PUNCT
alkej-1108	1	27	1818	1818	NUM
alkej-1108	1	28	–	–	PUNCT
alkej-1108	1	29	1171	1171	NUM
alkej-1108	1	30	,	,	PUNCT
alkej-1108	1	31	issn	issn	PROPN
alkej-1108	1	32	(	(	PUNCT
alkej-1108	1	33	online	online	ADJ
alkej-1108	1	34	):	):	PUNCT
alkej-1108	1	35	2312	2312	NUM
alkej-1108	1	36	–	–	SYM
alkej-1108	1	37	0789	0789	NUM
alkej-1108	1	38	vol	vol	NOUN
alkej-1108	1	39	.	.	PROPN
alkej-1108	1	40	21	21	NUM
alkej-1108	1	41	,	,	PUNCT
alkej-1108	1	42	no	no	INTJ
alkej-1108	1	43	.	.	NOUN
alkej-1108	1	44	3	3	NUM
alkej-1108	1	45	,	,	PUNCT
alkej-1108	1	46	september	september	PROPN
alkej-1108	1	47	,	,	PUNCT
alkej-1108	1	48	(	(	PUNCT
alkej-1108	1	49	2025	2025	NUM
alkej-1108	1	50	)	)	PUNCT
alkej-1108	1	51	,	,	PUNCT
alkej-1108	1	52	pp	pp	ADP
alkej-1108	1	53	.	.	PUNCT
alkej-1108	2	1	97105	97105	NUM
alkej-1108	2	2	supply	supply	NOUN
alkej-1108	2	3	chain	chain	NOUN
alkej-1108	2	4	resilience	resilience	NOUN
alkej-1108	2	5	in	in	ADP
alkej-1108	2	6	the	the	DET
alkej-1108	2	7	context	context	NOUN
alkej-1108	2	8	of	of	ADP
alkej-1108	2	9	global	global	ADJ
alkej-1108	2	10	production	production	NOUN
alkej-1108	2	11	and	and	CCONJ
alkej-1108	2	12	logistics	logistic	NOUN
alkej-1108	2	13	jaharah	jaharah	PROPN
alkej-1108	2	14	a.	a.	PROPN
alkej-1108	2	15	ghani1	ghani1	PROPN
alkej-1108	2	16	*	*	PROPN
alkej-1108	2	17	,	,	PUNCT
alkej-1108	2	18	mohd	mohd	PROPN
alkej-1108	2	19	fadzli	fadzli	PROPN
alkej-1108	2	20	abdollah2	abdollah2	PROPN
alkej-1108	2	21	,	,	PUNCT
alkej-1108	2	22	muhammad	muhammad	PROPN
alkej-1108	2	23	rizal3	rizal3	PROPN
alkej-1108	2	24	,	,	PUNCT
alkej-1108	2	25	sulaiman	sulaiman	PROPN
alkej-1108	2	26	elias4	elias4	PROPN
alkej-1108	2	27	,	,	PUNCT
alkej-1108	2	28	aizat	aizat	PROPN
alkej-1108	2	29	abdul	abdul	PROPN
alkej-1108	2	30	rashid5	rashid5	PROPN
alkej-1108	2	31	,	,	PUNCT
alkej-1108	2	32	qamarul	qamarul	VERB
alkej-1108	2	33	syahmi	syahmi	PROPN
alkej-1108	2	34	kamaruzaman6	kamaruzaman6	PROPN
alkej-1108	2	35	,	,	PUNCT
alkej-1108	2	36	nur	nur	VERB
alkej-1108	2	37	ain	ain	PROPN
alkej-1108	2	38	najwa	najwa	PROPN
alkej-1108	2	39	zainudin7	zainudin7	PROPN
alkej-1108	2	40	,	,	PUNCT
alkej-1108	2	41	and	and	CCONJ
alkej-1108	2	42	muhammad	muhammad	PROPN
alkej-1108	2	43	nursyakirin	nursyakirin	PROPN
alkej-1108	2	44	hairil	hairil	PROPN
alkej-1108	2	45	azmi8	azmi8	PROPN
alkej-1108	2	46	1,4,5,6,7,8	1,4,5,6,7,8	NUM
alkej-1108	2	47	department	department	NOUN
alkej-1108	2	48	of	of	ADP
alkej-1108	2	49	mechanical	mechanical	ADJ
alkej-1108	2	50	and	and	CCONJ
alkej-1108	2	51	manufacturing	manufacturing	NOUN
alkej-1108	2	52	engineering	engineering	NOUN
alkej-1108	2	53	,	,	PUNCT
alkej-1108	2	54	faculty	faculty	NOUN
alkej-1108	2	55	of	of	ADP
alkej-1108	2	56	engineering	engineering	NOUN
alkej-1108	2	57	and	and	CCONJ
alkej-1108	2	58	built	build	VERB
alkej-1108	2	59	environment	environment	NOUN
alkej-1108	2	60	,	,	PUNCT
alkej-1108	2	61	universiti	universiti	PROPN
alkej-1108	2	62	kebangsaan	kebangsaan	PROPN
alkej-1108	2	63	malaysia	malaysia	PROPN
alkej-1108	2	64	,	,	PUNCT
alkej-1108	2	65	43600	43600	NUM
alkej-1108	2	66	bangi	bangi	PROPN
alkej-1108	2	67	,	,	PUNCT
alkej-1108	2	68	selangor	selangor	PROPN
alkej-1108	2	69	,	,	PUNCT
alkej-1108	2	70	malaysia	malaysia	PROPN
alkej-1108	2	71	2	2	NUM
alkej-1108	2	72	faculty	faculty	NOUN
alkej-1108	2	73	of	of	ADP
alkej-1108	2	74	technology	technology	NOUN
alkej-1108	2	75	and	and	CCONJ
alkej-1108	2	76	mechanical	mechanical	ADJ
alkej-1108	2	77	engineering	engineering	NOUN
alkej-1108	2	78	,	,	PUNCT
alkej-1108	2	79	universiti	universiti	PROPN
alkej-1108	2	80	teknikal	teknikal	PROPN
alkej-1108	2	81	malaysia	malaysia	PROPN
alkej-1108	2	82	melaka	melaka	PROPN
alkej-1108	2	83	,	,	PUNCT
alkej-1108	2	84	hang	hang	PROPN
alkej-1108	2	85	tuah	tuah	PROPN
alkej-1108	2	86	jaya	jaya	PROPN
alkej-1108	2	87	,	,	PUNCT
alkej-1108	2	88	76100	76100	NUM
alkej-1108	2	89	durian	durian	PROPN
alkej-1108	2	90	tunggal	tunggal	PROPN
alkej-1108	2	91	,	,	PUNCT
alkej-1108	2	92	melaka	melaka	PROPN
alkej-1108	2	93	,	,	PUNCT
alkej-1108	2	94	malaysia	malaysia	PROPN
alkej-1108	2	95	3	3	NUM
alkej-1108	2	96	department	department	NOUN
alkej-1108	2	97	of	of	ADP
alkej-1108	2	98	mechanical	mechanical	ADJ
alkej-1108	2	99	and	and	CCONJ
alkej-1108	2	100	industrial	industrial	ADJ
alkej-1108	2	101	engineering	engineering	NOUN
alkej-1108	2	102	,	,	PUNCT
alkej-1108	2	103	faculty	faculty	NOUN
alkej-1108	2	104	of	of	ADP
alkej-1108	2	105	engineering	engineering	NOUN
alkej-1108	2	106	,	,	PUNCT
alkej-1108	2	107	universitas	universita	NOUN
alkej-1108	2	108	syiah	syiah	PROPN
alkej-1108	2	109	kuala	kuala	PROPN
alkej-1108	2	110	,	,	PUNCT
alkej-1108	2	111	23111	23111	NUM
alkej-1108	2	112	,	,	PUNCT
alkej-1108	2	113	darussalam	darussalam	PROPN
alkej-1108	2	114	,	,	PUNCT
alkej-1108	2	115	banda	banda	PROPN
alkej-1108	2	116	aceh	aceh	PROPN
alkej-1108	2	117	,	,	PUNCT
alkej-1108	2	118	indonesia	indonesia	PROPN
alkej-1108	2	119	*	*	PUNCT
alkej-1108	2	120	corresponding	correspond	VERB
alkej-1108	2	121	author	author	NOUN
alkej-1108	2	122	’s	’s	PART
alkej-1108	2	123	email	email	NOUN
alkej-1108	2	124	:	:	PUNCT
alkej-1108	2	125	jaharahaghani@ukm.edu.my	jaharahaghani@ukm.edu.my	NOUN
alkej-1108	2	126	(	(	PUNCT
alkej-1108	2	127	received	receive	VERB
alkej-1108	2	128	24	24	NUM
alkej-1108	2	129	june	june	PROPN
alkej-1108	2	130	2025	2025	NUM
alkej-1108	2	131	;	;	PUNCT
alkej-1108	2	132	revised	revise	VERB
alkej-1108	2	133	23	23	NUM
alkej-1108	2	134	july	july	PROPN
alkej-1108	2	135	2025	2025	NUM
alkej-1108	2	136	;	;	PUNCT
alkej-1108	2	137	accepted	accept	VERB
alkej-1108	2	138	3	3	NUM
alkej-1108	2	139	august	august	PROPN
alkej-1108	2	140	2025	2025	NUM
alkej-1108	2	141	;	;	PUNCT
alkej-1108	2	142	published	publish	VERB
alkej-1108	2	143	1	1	NUM
alkej-1108	2	144	september	september	PROPN
alkej-1108	2	145	2025	2025	NUM
alkej-1108	2	146	)	)	PUNCT
alkej-1108	3	1	https://doi.org/10.22153/kej.2025.08.002	https://doi.org/10.22153/kej.2025.08.002	NUM
alkej-1108	3	2	abstract	abstract	ADJ
alkej-1108	3	3	this	this	DET
alkej-1108	3	4	paper	paper	NOUN
alkej-1108	3	5	presents	present	VERB
alkej-1108	3	6	an	an	DET
alkej-1108	3	7	in	in	ADP
alkej-1108	3	8	-	-	PUNCT
alkej-1108	3	9	depth	depth	NOUN
alkej-1108	3	10	review	review	NOUN
alkej-1108	3	11	of	of	ADP
alkej-1108	3	12	supply	supply	NOUN
alkej-1108	3	13	chain	chain	NOUN
alkej-1108	3	14	resilience	resilience	NOUN
alkej-1108	3	15	in	in	ADP
alkej-1108	3	16	the	the	DET
alkej-1108	3	17	context	context	NOUN
alkej-1108	3	18	of	of	ADP
alkej-1108	3	19	global	global	ADJ
alkej-1108	3	20	production	production	NOUN
alkej-1108	3	21	and	and	CCONJ
alkej-1108	3	22	logistics	logistic	NOUN
alkej-1108	3	23	,	,	PUNCT
alkej-1108	3	24	considering	consider	VERB
alkej-1108	3	25	the	the	DET
alkej-1108	3	26	immediate	immediate	ADJ
alkej-1108	3	27	need	need	NOUN
alkej-1108	3	28	for	for	ADP
alkej-1108	3	29	adaptive	adaptive	ADJ
alkej-1108	3	30	and	and	CCONJ
alkej-1108	3	31	robust	robust	ADJ
alkej-1108	3	32	systems	system	NOUN
alkej-1108	3	33	in	in	ADP
alkej-1108	3	34	the	the	DET
alkej-1108	3	35	growing	grow	VERB
alkej-1108	3	36	global	global	ADJ
alkej-1108	3	37	scenario	scenario	NOUN
alkej-1108	3	38	of	of	ADP
alkej-1108	3	39	uncertainties	uncertainty	NOUN
alkej-1108	3	40	.	.	PUNCT
alkej-1108	4	1	this	this	DET
alkej-1108	4	2	study	study	NOUN
alkej-1108	4	3	aims	aim	VERB
alkej-1108	4	4	to	to	PART
alkej-1108	4	5	investigate	investigate	VERB
alkej-1108	4	6	the	the	DET
alkej-1108	4	7	needs	need	NOUN
alkej-1108	4	8	and	and	CCONJ
alkej-1108	4	9	strategy	strategy	NOUN
alkej-1108	4	10	of	of	ADP
alkej-1108	4	11	scr	scr	NOUN
alkej-1108	4	12	for	for	ADP
alkej-1108	4	13	global	global	ADJ
alkej-1108	4	14	production	production	NOUN
alkej-1108	4	15	and	and	CCONJ
alkej-1108	4	16	logistics	logistic	NOUN
alkej-1108	4	17	.	.	PUNCT
alkej-1108	5	1	first	first	ADV
alkej-1108	5	2	,	,	PUNCT
alkej-1108	5	3	39	39	NUM
alkej-1108	5	4	articles	article	NOUN
alkej-1108	5	5	focusing	focus	VERB
alkej-1108	5	6	on	on	ADP
alkej-1108	5	7	scr	scr	NOUN
alkej-1108	5	8	in	in	ADP
alkej-1108	5	9	the	the	DET
alkej-1108	5	10	context	context	NOUN
alkej-1108	5	11	of	of	ADP
alkej-1108	5	12	global	global	ADJ
alkej-1108	5	13	production	production	NOUN
alkej-1108	5	14	and	and	CCONJ
alkej-1108	5	15	logistics	logistic	NOUN
alkej-1108	5	16	are	be	AUX
alkej-1108	5	17	selected	select	VERB
alkej-1108	5	18	.	.	PUNCT
alkej-1108	6	1	the	the	DET
alkej-1108	6	2	articles	article	NOUN
alkej-1108	6	3	are	be	AUX
alkej-1108	6	4	then	then	ADV
alkej-1108	6	5	classified	classify	VERB
alkej-1108	6	6	according	accord	VERB
alkej-1108	6	7	to	to	ADP
alkej-1108	6	8	the	the	DET
alkej-1108	6	9	resilience	resilience	NOUN
alkej-1108	6	10	strategy	strategy	NOUN
alkej-1108	6	11	proposed	propose	VERB
alkej-1108	6	12	by	by	ADP
alkej-1108	6	13	the	the	DET
alkej-1108	6	14	authors	author	NOUN
alkej-1108	6	15	.	.	PUNCT
alkej-1108	7	1	from	from	ADP
alkej-1108	7	2	the	the	DET
alkej-1108	7	3	selected	select	VERB
alkej-1108	7	4	works	work	NOUN
alkej-1108	7	5	published	publish	VERB
alkej-1108	7	6	,	,	PUNCT
alkej-1108	7	7	the	the	DET
alkej-1108	7	8	study	study	NOUN
alkej-1108	7	9	unravels	unravel	VERB
alkej-1108	7	10	the	the	DET
alkej-1108	7	11	key	key	ADJ
alkej-1108	7	12	themes	theme	NOUN
alkej-1108	7	13	,	,	PUNCT
alkej-1108	7	14	such	such	ADJ
alkej-1108	7	15	as	as	ADP
alkej-1108	7	16	definitions	definition	NOUN
alkej-1108	7	17	of	of	ADP
alkej-1108	7	18	resilience	resilience	NOUN
alkej-1108	7	19	,	,	PUNCT
alkej-1108	7	20	disruption	disruption	NOUN
alkej-1108	7	21	drivers	driver	NOUN
alkej-1108	7	22	,	,	PUNCT
alkej-1108	7	23	integration	integration	NOUN
alkej-1108	7	24	of	of	ADP
alkej-1108	7	25	digital	digital	ADJ
alkej-1108	7	26	technologies	technology	NOUN
alkej-1108	7	27	(	(	PUNCT
alkej-1108	7	28	e.g.	e.g.	ADV
alkej-1108	7	29	digital	digital	ADJ
alkej-1108	7	30	twins	twin	NOUN
alkej-1108	7	31	)	)	PUNCT
alkej-1108	7	32	and	and	CCONJ
alkej-1108	7	33	the	the	DET
alkej-1108	7	34	importance	importance	NOUN
alkej-1108	7	35	of	of	ADP
alkej-1108	7	36	cybersecurity	cybersecurity	NOUN
alkej-1108	7	37	.	.	PUNCT
alkej-1108	8	1	the	the	DET
alkej-1108	8	2	paper	paper	NOUN
alkej-1108	8	3	further	far	ADV
alkej-1108	8	4	discusses	discuss	VERB
alkej-1108	8	5	the	the	DET
alkej-1108	8	6	drawbacks	drawback	NOUN
alkej-1108	8	7	of	of	ADP
alkej-1108	8	8	lean	lean	ADJ
alkej-1108	8	9	manufacturing	manufacturing	NOUN
alkej-1108	8	10	,	,	PUNCT
alkej-1108	8	11	resilience	resilience	NOUN
alkej-1108	8	12	metrics	metric	NOUN
alkej-1108	8	13	and	and	CCONJ
alkej-1108	8	14	its	its	PRON
alkej-1108	8	15	industrial	industrial	ADJ
alkej-1108	8	16	applications	application	NOUN
alkej-1108	8	17	during	during	ADP
alkej-1108	8	18	momentous	momentous	ADJ
alkej-1108	8	19	events	event	NOUN
alkej-1108	8	20	such	such	ADJ
alkej-1108	8	21	as	as	ADP
alkej-1108	8	22	covid-19	covid-19	PROPN
alkej-1108	8	23	.	.	PUNCT
alkej-1108	9	1	the	the	DET
alkej-1108	9	2	findings	finding	NOUN
alkej-1108	9	3	demonstrate	demonstrate	VERB
alkej-1108	9	4	that	that	SCONJ
alkej-1108	9	5	although	although	SCONJ
alkej-1108	9	6	applications	application	NOUN
alkej-1108	9	7	of	of	ADP
alkej-1108	9	8	technology	technology	NOUN
alkej-1108	9	9	,	,	PUNCT
alkej-1108	9	10	such	such	ADJ
alkej-1108	9	11	as	as	ADP
alkej-1108	9	12	ai	ai	NOUN
alkej-1108	9	13	and	and	CCONJ
alkej-1108	9	14	predictive	predictive	ADJ
alkej-1108	9	15	analytics	analytic	NOUN
alkej-1108	9	16	,	,	PUNCT
alkej-1108	9	17	have	have	AUX
alkej-1108	9	18	reinforced	reinforce	VERB
alkej-1108	9	19	the	the	DET
alkej-1108	9	20	resilience	resilience	NOUN
alkej-1108	9	21	of	of	ADP
alkej-1108	9	22	production	production	NOUN
alkej-1108	9	23	planning	planning	NOUN
alkej-1108	9	24	and	and	CCONJ
alkej-1108	9	25	control	control	NOUN
alkej-1108	9	26	,	,	PUNCT
alkej-1108	9	27	many	many	ADJ
alkej-1108	9	28	issues	issue	NOUN
alkej-1108	9	29	remain	remain	VERB
alkej-1108	9	30	unaddressed	unaddresse	VERB
alkej-1108	9	31	in	in	ADP
alkej-1108	9	32	terms	term	NOUN
alkej-1108	9	33	of	of	ADP
alkej-1108	9	34	the	the	DET
alkej-1108	9	35	standardisation	standardisation	NOUN
alkej-1108	9	36	of	of	ADP
alkej-1108	9	37	metrics	metric	NOUN
alkej-1108	9	38	and	and	CCONJ
alkej-1108	9	39	coordinating	coordinate	VERB
alkej-1108	9	40	sustainability	sustainability	NOUN
alkej-1108	9	41	with	with	ADP
alkej-1108	9	42	resilience	resilience	NOUN
alkej-1108	9	43	.	.	PUNCT
alkej-1108	10	1	the	the	DET
alkej-1108	10	2	paper	paper	NOUN
alkej-1108	10	3	presents	present	VERB
alkej-1108	10	4	recommendations	recommendation	NOUN
alkej-1108	10	5	endorsing	endorse	VERB
alkej-1108	10	6	hybrid	hybrid	ADJ
alkej-1108	10	7	resilience	resilience	NOUN
alkej-1108	10	8	-	-	PUNCT
alkej-1108	10	9	efficiency	efficiency	NOUN
alkej-1108	10	10	models	model	NOUN
alkej-1108	10	11	,	,	PUNCT
alkej-1108	10	12	cyber	cyber	NOUN
alkej-1108	10	13	-	-	PUNCT
alkej-1108	10	14	resilience	resilience	NOUN
alkej-1108	10	15	frameworks	framework	NOUN
alkej-1108	10	16	and	and	CCONJ
alkej-1108	10	17	multiindustry	multiindustry	NOUN
alkej-1108	10	18	strategies	strategy	NOUN
alkej-1108	10	19	to	to	PART
alkej-1108	10	20	enable	enable	VERB
alkej-1108	10	21	supply	supply	NOUN
alkej-1108	10	22	chains	chain	NOUN
alkej-1108	10	23	to	to	PART
alkej-1108	10	24	face	face	VERB
alkej-1108	10	25	future	future	ADJ
alkej-1108	10	26	disruptions	disruption	NOUN
alkej-1108	10	27	.	.	PUNCT
alkej-1108	11	1	keywords	keyword	NOUN
alkej-1108	11	2	:	:	PUNCT
alkej-1108	11	3	supply	supply	NOUN
alkej-1108	11	4	chain	chain	NOUN
alkej-1108	11	5	resilience	resilience	NOUN
alkej-1108	11	6	;	;	PUNCT
alkej-1108	11	7	production	production	NOUN
alkej-1108	11	8	planning	planning	NOUN
alkej-1108	11	9	and	and	CCONJ
alkej-1108	11	10	control	control	NOUN
alkej-1108	11	11	;	;	PUNCT
alkej-1108	11	12	hybrid	hybrid	ADJ
alkej-1108	11	13	resilience	resilience	NOUN
alkej-1108	11	14	-	-	PUNCT
alkej-1108	11	15	efficiency	efficiency	NOUN
alkej-1108	11	16	models	model	NOUN
alkej-1108	11	17	;	;	PUNCT
alkej-1108	11	18	cyberresilience	cyberresilience	NOUN
alkej-1108	11	19	frameworks	framework	NOUN
alkej-1108	11	20	;	;	PUNCT
alkej-1108	11	21	multi	multi	ADJ
alkej-1108	11	22	-	-	ADJ
alkej-1108	11	23	industry	industry	ADJ
alkej-1108	11	24	strategies	strategy	NOUN
alkej-1108	11	25	.	.	PUNCT
alkej-1108	12	1	1	1	X
alkej-1108	12	2	.	.	X
alkej-1108	12	3	introduction	introduction	NOUN
alkej-1108	12	4	currently	currently	ADV
alkej-1108	12	5	,	,	PUNCT
alkej-1108	12	6	unstable	unstable	ADJ
alkej-1108	12	7	global	global	ADJ
alkej-1108	12	8	conditions	condition	NOUN
alkej-1108	12	9	following	follow	VERB
alkej-1108	12	10	the	the	DET
alkej-1108	12	11	covid-19	covid-19	PROPN
alkej-1108	12	12	pandemic	pandemic	ADJ
alkej-1108	12	13	and	and	CCONJ
alkej-1108	12	14	geopolitical	geopolitical	ADJ
alkej-1108	12	15	uncertainties	uncertainty	NOUN
alkej-1108	12	16	,	,	PUNCT
alkej-1108	12	17	such	such	ADJ
alkej-1108	12	18	as	as	ADP
alkej-1108	12	19	the	the	DET
alkej-1108	12	20	russia	russia	PROPN
alkej-1108	12	21	–	–	PUNCT
alkej-1108	12	22	ukraine	ukraine	ADJ
alkej-1108	12	23	conflict	conflict	NOUN
alkej-1108	12	24	and	and	CCONJ
alkej-1108	12	25	the	the	DET
alkej-1108	12	26	closure	closure	NOUN
alkej-1108	12	27	of	of	ADP
alkej-1108	12	28	the	the	DET
alkej-1108	12	29	suez	suez	NOUN
alkej-1108	12	30	canal	canal	NOUN
alkej-1108	12	31	,	,	PUNCT
alkej-1108	12	32	have	have	AUX
alkej-1108	12	33	greatly	greatly	ADV
alkej-1108	12	34	affect	affect	VERB
alkej-1108	12	35	the	the	DET
alkej-1108	12	36	effectiveness	effectiveness	NOUN
alkej-1108	12	37	of	of	ADP
alkej-1108	12	38	supply	supply	NOUN
alkej-1108	12	39	chains	chain	NOUN
alkej-1108	12	40	[	[	X
alkej-1108	12	41	1][2][3	1][2][3	NUM
alkej-1108	12	42	]	]	PUNCT
alkej-1108	12	43	.	.	PUNCT
alkej-1108	13	1	this	this	DET
alkej-1108	13	2	instability	instability	NOUN
alkej-1108	13	3	has	have	AUX
alkej-1108	13	4	caused	cause	VERB
alkej-1108	13	5	significant	significant	ADJ
alkej-1108	13	6	weaknesses	weakness	NOUN
alkej-1108	13	7	in	in	ADP
alkej-1108	13	8	global	global	ADJ
alkej-1108	13	9	production	production	NOUN
alkej-1108	13	10	and	and	CCONJ
alkej-1108	13	11	logistics	logistic	NOUN
alkej-1108	13	12	networks	network	NOUN
alkej-1108	13	13	,	,	PUNCT
alkej-1108	13	14	highlighting	highlight	VERB
alkej-1108	13	15	the	the	DET
alkej-1108	13	16	need	need	NOUN
alkej-1108	13	17	for	for	ADP
alkej-1108	13	18	stronger	strong	ADJ
alkej-1108	13	19	and	and	CCONJ
alkej-1108	13	20	more	more	ADV
alkej-1108	13	21	resilient	resilient	ADJ
alkej-1108	13	22	supply	supply	NOUN
alkej-1108	13	23	chains	chain	NOUN
alkej-1108	13	24	.	.	PUNCT
alkej-1108	14	1	in	in	ADP
alkej-1108	14	2	response	response	NOUN
alkej-1108	14	3	,	,	PUNCT
alkej-1108	14	4	the	the	DET
alkej-1108	14	5	concept	concept	NOUN
alkej-1108	14	6	of	of	ADP
alkej-1108	14	7	supply	supply	NOUN
alkej-1108	14	8	chain	chain	NOUN
alkej-1108	14	9	resilience	resilience	NOUN
alkej-1108	14	10	(	(	PUNCT
alkej-1108	14	11	scr	scr	NOUN
alkej-1108	14	12	)	)	PUNCT
alkej-1108	14	13	was	be	AUX
alkej-1108	14	14	proposed	propose	VERB
alkej-1108	14	15	,	,	PUNCT
alkej-1108	14	16	emphasising	emphasise	VERB
alkej-1108	14	17	the	the	DET
alkej-1108	14	18	capability	capability	NOUN
alkej-1108	14	19	of	of	ADP
alkej-1108	14	20	companies	company	NOUN
alkej-1108	14	21	to	to	PART
alkej-1108	14	22	operate	operate	VERB
alkej-1108	14	23	efficiently	efficiently	ADV
alkej-1108	14	24	by	by	ADP
alkej-1108	14	25	absorbing	absorb	VERB
alkej-1108	14	26	the	the	DET
alkej-1108	14	27	uncertainties	uncertainty	NOUN
alkej-1108	14	28	and	and	CCONJ
alkej-1108	14	29	maintaining	maintain	VERB
alkej-1108	14	30	customer	customer	NOUN
alkej-1108	14	31	confidence	confidence	NOUN
alkej-1108	14	32	during	during	ADP
alkej-1108	14	33	crises	crisis	NOUN
alkej-1108	14	34	[	[	X
alkej-1108	14	35	4][5	4][5	X
alkej-1108	14	36	]	]	PUNCT
alkej-1108	14	37	.	.	PUNCT
alkej-1108	15	1	accordingly	accordingly	ADV
alkej-1108	15	2	,	,	PUNCT
alkej-1108	15	3	resilience	resilience	NOUN
alkej-1108	15	4	in	in	ADP
alkej-1108	15	5	production	production	NOUN
alkej-1108	15	6	planning	planning	NOUN
alkej-1108	15	7	and	and	CCONJ
alkej-1108	15	8	control	control	NOUN
alkej-1108	15	9	(	(	PUNCT
alkej-1108	15	10	ppc	ppc	NOUN
alkej-1108	15	11	)	)	PUNCT
alkej-1108	15	12	is	be	AUX
alkej-1108	15	13	essential	essential	ADJ
alkej-1108	15	14	to	to	PART
alkej-1108	15	15	respond	respond	VERB
alkej-1108	15	16	rapidly	rapidly	ADV
alkej-1108	15	17	to	to	ADP
alkej-1108	15	18	unexpected	unexpected	ADJ
alkej-1108	15	19	changes	change	NOUN
alkej-1108	15	20	in	in	ADP
alkej-1108	15	21	the	the	DET
alkej-1108	15	22	supply	supply	NOUN
alkej-1108	15	23	chain	chain	NOUN
alkej-1108	15	24	.	.	PUNCT
alkej-1108	16	1	scr	scr	NOUN
alkej-1108	16	2	mailto:jaharahaghani@ukm.edu.my	mailto:jaharahaghani@ukm.edu.my	NOUN
alkej-1108	16	3	https://doi.org/10.22153/kej.2025.08.002	https://doi.org/10.22153/kej.2025.08.002	ADV
alkej-1108	16	4	https://doi.org/10.22153/kej.2025.08.002	https://doi.org/10.22153/kej.2025.08.002	NUM
alkej-1108	16	5	jaharah	jaharah	PROPN
alkej-1108	16	6	a.ghani	a.ghani	PROPN
alkej-1108	16	7	al	al	PROPN
alkej-1108	16	8	-	-	PUNCT
alkej-1108	16	9	khwarizmi	khwarizmi	PROPN
alkej-1108	16	10	engineering	engineering	NOUN
alkej-1108	16	11	journal	journal	PROPN
alkej-1108	16	12	,	,	PUNCT
alkej-1108	16	13	vol	vol	NOUN
alkej-1108	16	14	.	.	PROPN
alkej-1108	16	15	21	21	NUM
alkej-1108	16	16	,	,	PUNCT
alkej-1108	16	17	no.3	no.3	VERB
alkej-1108	16	18	,	,	PUNCT
alkej-1108	16	19	pp	pp	X
alkej-1108	16	20	.	.	PUNCT
alkej-1108	16	21	97105	97105	NUM
alkej-1108	16	22	(	(	PUNCT
alkej-1108	16	23	2025	2025	NUM
alkej-1108	16	24	)	)	PUNCT
alkej-1108	17	1	98	98	NUM
alkej-1108	17	2	includes	include	VERB
alkej-1108	17	3	the	the	DET
alkej-1108	17	4	ability	ability	NOUN
alkej-1108	17	5	to	to	PART
alkej-1108	17	6	anticipate	anticipate	VERB
alkej-1108	17	7	,	,	PUNCT
alkej-1108	17	8	respond	respond	VERB
alkej-1108	17	9	and	and	CCONJ
alkej-1108	17	10	bounce	bounce	VERB
alkej-1108	17	11	back	back	ADV
alkej-1108	17	12	from	from	ADP
alkej-1108	17	13	interruptions	interruption	NOUN
alkej-1108	17	14	while	while	SCONJ
alkej-1108	17	15	controlling	control	VERB
alkej-1108	17	16	the	the	DET
alkej-1108	17	17	manufacturing	manufacturing	NOUN
alkej-1108	17	18	process	process	NOUN
alkej-1108	17	19	[	[	X
alkej-1108	17	20	6][7	6][7	NUM
alkej-1108	17	21	]	]	PUNCT
alkej-1108	17	22	.	.	PUNCT
alkej-1108	18	1	these	these	PRON
alkej-1108	18	2	can	can	AUX
alkej-1108	18	3	be	be	AUX
alkej-1108	18	4	achieved	achieve	VERB
alkej-1108	18	5	by	by	ADP
alkej-1108	18	6	designing	design	VERB
alkej-1108	18	7	adaptable	adaptable	ADJ
alkej-1108	18	8	systems	system	NOUN
alkej-1108	18	9	,	,	PUNCT
alkej-1108	18	10	as	as	ADV
alkej-1108	18	11	well	well	ADV
alkej-1108	18	12	as	as	ADP
alkej-1108	18	13	building	build	VERB
alkej-1108	18	14	backup	backup	ADJ
alkej-1108	18	15	and	and	CCONJ
alkej-1108	18	16	agile	agile	ADJ
alkej-1108	18	17	systems	system	NOUN
alkej-1108	18	18	for	for	ADP
alkej-1108	18	19	immediate	immediate	ADJ
alkej-1108	18	20	response	response	NOUN
alkej-1108	18	21	to	to	ADP
alkej-1108	18	22	unexpected	unexpected	ADJ
alkej-1108	18	23	changes	change	NOUN
alkej-1108	18	24	in	in	ADP
alkej-1108	18	25	demand	demand	NOUN
alkej-1108	18	26	or	or	CCONJ
alkej-1108	18	27	supply	supply	NOUN
alkej-1108	18	28	.	.	PUNCT
alkej-1108	19	1	pawar	pawar	PROPN
alkej-1108	19	2	et	et	PROPN
alkej-1108	19	3	al	al	PROPN
alkej-1108	19	4	.	.	PUNCT
alkej-1108	20	1	[	[	X
alkej-1108	20	2	8	8	NUM
alkej-1108	20	3	]	]	PUNCT
alkej-1108	20	4	and	and	CCONJ
alkej-1108	20	5	ribeiro	ribeiro	PROPN
alkej-1108	20	6	and	and	CCONJ
alkej-1108	20	7	barbosapóvoa	barbosapóvoa	VERB
alkej-1108	20	8	[	[	X
alkej-1108	20	9	9	9	NUM
alkej-1108	20	10	]	]	PUNCT
alkej-1108	20	11	proposed	propose	VERB
alkej-1108	20	12	resilience	resilience	NOUN
alkej-1108	20	13	models	model	NOUN
alkej-1108	20	14	and	and	CCONJ
alkej-1108	20	15	practices	practice	NOUN
alkej-1108	20	16	for	for	ADP
alkej-1108	20	17	quantifying	quantify	VERB
alkej-1108	20	18	the	the	DET
alkej-1108	20	19	resilience	resilience	NOUN
alkej-1108	20	20	of	of	ADP
alkej-1108	20	21	manufacturing	manufacturing	NOUN
alkej-1108	20	22	systems	system	NOUN
alkej-1108	20	23	.	.	PUNCT
alkej-1108	21	1	these	these	DET
alkej-1108	21	2	approaches	approach	NOUN
alkej-1108	21	3	should	should	AUX
alkej-1108	21	4	be	be	AUX
alkej-1108	21	5	included	include	VERB
alkej-1108	21	6	for	for	ADP
alkej-1108	21	7	effective	effective	ADJ
alkej-1108	21	8	ppc	ppc	ADJ
alkej-1108	21	9	interventions	intervention	NOUN
alkej-1108	21	10	to	to	PART
alkej-1108	21	11	avoid	avoid	VERB
alkej-1108	21	12	delays	delay	NOUN
alkej-1108	21	13	,	,	PUNCT
alkej-1108	21	14	stockouts	stockout	NOUN
alkej-1108	21	15	and	and	CCONJ
alkej-1108	21	16	losses	loss	NOUN
alkej-1108	21	17	during	during	ADP
alkej-1108	21	18	periods	period	NOUN
alkej-1108	21	19	of	of	ADP
alkej-1108	21	20	volatility	volatility	NOUN
alkej-1108	21	21	.	.	PUNCT
alkej-1108	22	1	the	the	DET
alkej-1108	22	2	integration	integration	NOUN
alkej-1108	22	3	of	of	ADP
alkej-1108	22	4	digital	digital	ADJ
alkej-1108	22	5	technologies	technology	NOUN
alkej-1108	22	6	has	have	AUX
alkej-1108	22	7	transformed	transform	VERB
alkej-1108	22	8	the	the	DET
alkej-1108	22	9	practice	practice	NOUN
alkej-1108	22	10	of	of	ADP
alkej-1108	22	11	applying	apply	VERB
alkej-1108	22	12	resilience	resilience	NOUN
alkej-1108	22	13	in	in	ADP
alkej-1108	22	14	modern	modern	ADJ
alkej-1108	22	15	supply	supply	NOUN
alkej-1108	22	16	chains	chain	NOUN
alkej-1108	22	17	.	.	PUNCT
alkej-1108	23	1	innovations	innovation	NOUN
alkej-1108	23	2	such	such	ADJ
alkej-1108	23	3	as	as	ADP
alkej-1108	23	4	machine	machine	NOUN
alkej-1108	23	5	learning	learning	NOUN
alkej-1108	23	6	,	,	PUNCT
alkej-1108	23	7	artificial	artificial	ADJ
alkej-1108	23	8	intelligence	intelligence	NOUN
alkej-1108	23	9	(	(	PUNCT
alkej-1108	23	10	ai	ai	NOUN
alkej-1108	23	11	)	)	PUNCT
alkej-1108	23	12	and	and	CCONJ
alkej-1108	23	13	digital	digital	ADJ
alkej-1108	23	14	twins	twin	NOUN
alkej-1108	23	15	have	have	AUX
alkej-1108	23	16	helped	help	VERB
alkej-1108	23	17	realise	realise	VERB
alkej-1108	23	18	data	datum	NOUN
alkej-1108	23	19	-	-	PUNCT
alkej-1108	23	20	driven	drive	VERB
alkej-1108	23	21	capability	capability	NOUN
alkej-1108	23	22	for	for	ADP
alkej-1108	23	23	realtime	realtime	ADJ
alkej-1108	23	24	decision	decision	NOUN
alkej-1108	23	25	-	-	PUNCT
alkej-1108	23	26	making	making	NOUN
alkej-1108	23	27	and	and	CCONJ
alkej-1108	23	28	proactive	proactive	ADJ
alkej-1108	23	29	management	management	NOUN
alkej-1108	23	30	of	of	ADP
alkej-1108	23	31	disruptions	disruption	NOUN
alkej-1108	23	32	[	[	X
alkej-1108	23	33	10][11][12	10][11][12	NUM
alkej-1108	23	34	]	]	PUNCT
alkej-1108	23	35	.	.	PUNCT
alkej-1108	24	1	these	these	DET
alkej-1108	24	2	technologies	technology	NOUN
alkej-1108	24	3	enhance	enhance	VERB
alkej-1108	24	4	production	production	NOUN
alkej-1108	24	5	control	control	NOUN
alkej-1108	24	6	by	by	ADP
alkej-1108	24	7	leveraging	leverage	VERB
alkej-1108	24	8	the	the	DET
alkej-1108	24	9	anticipation	anticipation	NOUN
alkej-1108	24	10	of	of	ADP
alkej-1108	24	11	probable	probable	ADJ
alkej-1108	24	12	risks	risk	NOUN
alkej-1108	24	13	,	,	PUNCT
alkej-1108	24	14	resource	resource	NOUN
alkej-1108	24	15	optimisation	optimisation	NOUN
alkej-1108	24	16	and	and	CCONJ
alkej-1108	24	17	adaptation	adaptation	NOUN
alkej-1108	24	18	of	of	ADP
alkej-1108	24	19	production	production	NOUN
alkej-1108	24	20	plans	plan	NOUN
alkej-1108	24	21	based	base	VERB
alkej-1108	24	22	on	on	ADP
alkej-1108	24	23	changes	change	NOUN
alkej-1108	24	24	[	[	X
alkej-1108	24	25	13][14	13][14	PROPN
alkej-1108	24	26	]	]	PUNCT
alkej-1108	24	27	.	.	PUNCT
alkej-1108	25	1	as	as	SCONJ
alkej-1108	25	2	businesses	business	NOUN
alkej-1108	25	3	shift	shift	VERB
alkej-1108	25	4	towards	towards	ADP
alkej-1108	25	5	industry	industry	NOUN
alkej-1108	25	6	4.0	4.0	NUM
alkej-1108	25	7	,	,	PUNCT
alkej-1108	25	8	digital	digital	ADJ
alkej-1108	25	9	transformation	transformation	NOUN
alkej-1108	25	10	becomes	become	VERB
alkej-1108	25	11	critical	critical	ADJ
alkej-1108	25	12	to	to	PART
alkej-1108	25	13	enhance	enhance	VERB
alkej-1108	25	14	supply	supply	NOUN
alkej-1108	25	15	chain	chain	NOUN
alkej-1108	25	16	responsiveness	responsiveness	NOUN
alkej-1108	25	17	and	and	CCONJ
alkej-1108	25	18	agility	agility	NOUN
alkej-1108	25	19	.	.	PUNCT
alkej-1108	26	1	increasing	increase	VERB
alkej-1108	26	2	cyber	cyber	NOUN
alkej-1108	26	3	threats	threat	NOUN
alkej-1108	26	4	and	and	CCONJ
alkej-1108	26	5	digital	digital	ADJ
alkej-1108	26	6	dependencies	dependency	NOUN
alkej-1108	26	7	also	also	ADV
alkej-1108	26	8	justify	justify	VERB
alkej-1108	26	9	the	the	DET
alkej-1108	26	10	significance	significance	NOUN
alkej-1108	26	11	of	of	ADP
alkej-1108	26	12	cyberresilience	cyberresilience	NOUN
alkej-1108	26	13	in	in	ADP
alkej-1108	26	14	supply	supply	NOUN
alkej-1108	26	15	chain	chain	NOUN
alkej-1108	26	16	strategy	strategy	NOUN
alkej-1108	26	17	.	.	PUNCT
alkej-1108	27	1	boyes	boyes	PROPN
alkej-1108	28	1	[	[	X
alkej-1108	28	2	15	15	NUM
alkej-1108	28	3	]	]	PUNCT
alkej-1108	28	4	and	and	CCONJ
alkej-1108	28	5	khan	khan	PROPN
alkej-1108	28	6	and	and	CCONJ
alkej-1108	28	7	estay	estay	VERB
alkej-1108	28	8	[	[	X
alkej-1108	28	9	16	16	NUM
alkej-1108	28	10	]	]	PUNCT
alkej-1108	28	11	asserted	assert	VERB
alkej-1108	28	12	that	that	SCONJ
alkej-1108	28	13	protecting	protect	VERB
alkej-1108	28	14	digital	digital	ADJ
alkej-1108	28	15	infrastructures	infrastructure	NOUN
alkej-1108	28	16	is	be	AUX
alkej-1108	28	17	essential	essential	ADJ
alkej-1108	28	18	to	to	PART
alkej-1108	28	19	ensure	ensure	VERB
alkej-1108	28	20	supply	supply	NOUN
alkej-1108	28	21	chain	chain	NOUN
alkej-1108	28	22	operations	operation	NOUN
alkej-1108	28	23	.	.	PUNCT
alkej-1108	29	1	production	production	NOUN
alkej-1108	29	2	planning	planning	NOUN
alkej-1108	29	3	systems	system	NOUN
alkej-1108	29	4	must	must	AUX
alkej-1108	29	5	be	be	AUX
alkej-1108	29	6	secured	secure	VERB
alkej-1108	29	7	,	,	PUNCT
alkej-1108	29	8	especially	especially	ADV
alkej-1108	29	9	when	when	SCONJ
alkej-1108	29	10	combined	combine	VERB
alkej-1108	29	11	with	with	ADP
alkej-1108	29	12	external	external	ADJ
alkej-1108	29	13	suppliers	supplier	NOUN
alkej-1108	29	14	and	and	CCONJ
alkej-1108	29	15	global	global	ADJ
alkej-1108	29	16	platforms	platform	NOUN
alkej-1108	29	17	.	.	PUNCT
alkej-1108	30	1	by	by	ADP
alkej-1108	30	2	the	the	DET
alkej-1108	30	3	same	same	ADJ
alkej-1108	30	4	token	token	NOUN
alkej-1108	30	5	,	,	PUNCT
alkej-1108	30	6	firms	firm	NOUN
alkej-1108	30	7	are	be	AUX
alkej-1108	30	8	ever	ever	ADV
alkej-1108	30	9	more	more	ADV
alkej-1108	30	10	concerned	concerned	ADJ
alkej-1108	30	11	with	with	ADP
alkej-1108	30	12	harmonising	harmonise	VERB
alkej-1108	30	13	resilience	resilience	NOUN
alkej-1108	30	14	with	with	ADP
alkej-1108	30	15	sustainability	sustainability	NOUN
alkej-1108	30	16	objectives	objective	NOUN
alkej-1108	30	17	,	,	PUNCT
alkej-1108	30	18	motivating	motivate	VERB
alkej-1108	30	19	them	they	PRON
alkej-1108	30	20	to	to	PART
alkej-1108	30	21	establish	establish	VERB
alkej-1108	30	22	reactive	reactive	ADJ
alkej-1108	30	23	and	and	CCONJ
alkej-1108	30	24	responsible	responsible	ADJ
alkej-1108	30	25	supply	supply	NOUN
alkej-1108	30	26	chains	chain	NOUN
alkej-1108	30	27	[	[	X
alkej-1108	30	28	14][17	14][17	PROPN
alkej-1108	30	29	]	]	X
alkej-1108	30	30	.	.	PUNCT
alkej-1108	31	1	lastly	lastly	ADV
alkej-1108	31	2	,	,	PUNCT
alkej-1108	31	3	establishing	establish	VERB
alkej-1108	31	4	resilience	resilience	NOUN
alkej-1108	31	5	in	in	ADP
alkej-1108	31	6	ppc	ppc	NOUN
alkej-1108	31	7	must	must	AUX
alkej-1108	31	8	be	be	AUX
alkej-1108	31	9	undertaken	undertake	VERB
alkej-1108	31	10	holistically	holistically	ADV
alkej-1108	31	11	and	and	CCONJ
alkej-1108	31	12	prospectively	prospectively	ADV
alkej-1108	31	13	by	by	ADP
alkej-1108	31	14	adopting	adopt	VERB
alkej-1108	31	15	advanced	advanced	ADJ
alkej-1108	31	16	technologies	technology	NOUN
alkej-1108	31	17	,	,	PUNCT
alkej-1108	31	18	enhancing	enhance	VERB
alkej-1108	31	19	supply	supply	NOUN
alkej-1108	31	20	chain	chain	NOUN
alkej-1108	31	21	transparency	transparency	NOUN
alkej-1108	31	22	,	,	PUNCT
alkej-1108	31	23	fostering	foster	VERB
alkej-1108	31	24	cooperation	cooperation	NOUN
alkej-1108	31	25	and	and	CCONJ
alkej-1108	31	26	embedding	embed	VERB
alkej-1108	31	27	risk	risk	NOUN
alkej-1108	31	28	management	management	NOUN
alkej-1108	31	29	in	in	ADP
alkej-1108	31	30	operations	operation	NOUN
alkej-1108	31	31	,	,	PUNCT
alkej-1108	31	32	among	among	ADP
alkej-1108	31	33	other	other	ADJ
alkej-1108	31	34	strategies	strategy	NOUN
alkej-1108	31	35	[	[	X
alkej-1108	31	36	18][19	18][19	NUM
alkej-1108	31	37	]	]	PUNCT
alkej-1108	31	38	.	.	PUNCT
alkej-1108	32	1	big	big	ADJ
alkej-1108	32	2	and	and	CCONJ
alkej-1108	32	3	small	small	ADJ
alkej-1108	32	4	enterprises	enterprise	NOUN
alkej-1108	32	5	alike	alike	ADV
alkej-1108	32	6	must	must	AUX
alkej-1108	32	7	redesign	redesign	VERB
alkej-1108	32	8	traditional	traditional	ADJ
alkej-1108	32	9	planning	planning	NOUN
alkej-1108	32	10	approaches	approach	NOUN
alkej-1108	32	11	and	and	CCONJ
alkej-1108	32	12	invest	invest	VERB
alkej-1108	32	13	in	in	ADP
alkej-1108	32	14	capacities	capacity	NOUN
alkej-1108	32	15	to	to	PART
alkej-1108	32	16	adapt	adapt	VERB
alkej-1108	32	17	and	and	CCONJ
alkej-1108	32	18	thrive	thrive	VERB
alkej-1108	32	19	during	during	ADP
alkej-1108	32	20	disruption	disruption	NOUN
alkej-1108	32	21	.	.	PUNCT
alkej-1108	33	1	an	an	DET
alkej-1108	33	2	understanding	understanding	NOUN
alkej-1108	33	3	of	of	ADP
alkej-1108	33	4	the	the	DET
alkej-1108	33	5	shifting	shift	VERB
alkej-1108	33	6	dynamics	dynamic	NOUN
alkej-1108	33	7	of	of	ADP
alkej-1108	33	8	resilience	resilience	NOUN
alkej-1108	33	9	will	will	AUX
alkej-1108	33	10	allow	allow	VERB
alkej-1108	33	11	firms	firm	NOUN
alkej-1108	33	12	to	to	PART
alkej-1108	33	13	conceive	conceive	VERB
alkej-1108	33	14	production	production	NOUN
alkej-1108	33	15	systems	system	NOUN
alkej-1108	33	16	that	that	PRON
alkej-1108	33	17	are	be	AUX
alkej-1108	33	18	better	well	ADV
alkej-1108	33	19	poised	poise	VERB
alkej-1108	33	20	to	to	PART
alkej-1108	33	21	meet	meet	VERB
alkej-1108	33	22	future	future	ADJ
alkej-1108	33	23	uncertainties	uncertainty	NOUN
alkej-1108	33	24	.	.	PUNCT
alkej-1108	34	1	2	2	X
alkej-1108	34	2	.	.	X
alkej-1108	34	3	methodology	methodology	NOUN
alkej-1108	34	4	this	this	DET
alkej-1108	34	5	study	study	NOUN
alkej-1108	34	6	adopted	adopt	VERB
alkej-1108	34	7	a	a	DET
alkej-1108	34	8	systematic	systematic	ADJ
alkej-1108	34	9	search	search	NOUN
alkej-1108	34	10	strategy	strategy	NOUN
alkej-1108	34	11	to	to	PART
alkej-1108	34	12	ensure	ensure	VERB
alkej-1108	34	13	a	a	DET
alkej-1108	34	14	comprehensive	comprehensive	ADJ
alkej-1108	34	15	review	review	NOUN
alkej-1108	34	16	of	of	ADP
alkej-1108	34	17	the	the	DET
alkej-1108	34	18	literature	literature	NOUN
alkej-1108	34	19	on	on	ADP
alkej-1108	34	20	scr	scr	NOUN
alkej-1108	34	21	in	in	ADP
alkej-1108	34	22	ppc	ppc	NOUN
alkej-1108	34	23	,	,	PUNCT
alkej-1108	34	24	including	include	VERB
alkej-1108	34	25	keywords	keyword	NOUN
alkej-1108	34	26	and	and	CCONJ
alkej-1108	34	27	criteria	criterion	NOUN
alkej-1108	34	28	for	for	ADP
alkej-1108	34	29	inclusion	inclusion	NOUN
alkej-1108	34	30	and	and	CCONJ
alkej-1108	34	31	exclusion	exclusion	NOUN
alkej-1108	34	32	.	.	PUNCT
alkej-1108	35	1	the	the	DET
alkej-1108	35	2	main	main	ADJ
alkej-1108	35	3	aim	aim	NOUN
alkej-1108	35	4	was	be	AUX
alkej-1108	35	5	to	to	PART
alkej-1108	35	6	provide	provide	VERB
alkej-1108	35	7	as	as	ADV
alkej-1108	35	8	much	much	ADJ
alkej-1108	35	9	information	information	NOUN
alkej-1108	35	10	as	as	ADP
alkej-1108	35	11	possible	possible	ADJ
alkej-1108	35	12	to	to	PART
alkej-1108	35	13	obtain	obtain	VERB
alkej-1108	35	14	a	a	DET
alkej-1108	35	15	clear	clear	ADJ
alkej-1108	35	16	picture	picture	NOUN
alkej-1108	35	17	of	of	ADP
alkej-1108	35	18	the	the	DET
alkej-1108	35	19	real	real	ADJ
alkej-1108	35	20	situation	situation	NOUN
alkej-1108	35	21	regarding	regard	VERB
alkej-1108	35	22	scr	scr	NOUN
alkej-1108	35	23	.	.	PROPN
alkej-1108	36	1	for	for	ADP
alkej-1108	36	2	the	the	DET
alkej-1108	36	3	purposes	purpose	NOUN
alkej-1108	36	4	of	of	ADP
alkej-1108	36	5	this	this	DET
alkej-1108	36	6	study	study	NOUN
alkej-1108	36	7	,	,	PUNCT
alkej-1108	36	8	39	39	NUM
alkej-1108	36	9	articles	article	NOUN
alkej-1108	36	10	were	be	AUX
alkej-1108	36	11	selected	select	VERB
alkej-1108	36	12	focusing	focus	VERB
alkej-1108	36	13	on	on	ADP
alkej-1108	36	14	scr	scr	NOUN
alkej-1108	36	15	in	in	ADP
alkej-1108	36	16	the	the	DET
alkej-1108	36	17	context	context	NOUN
alkej-1108	36	18	of	of	ADP
alkej-1108	36	19	global	global	ADJ
alkej-1108	36	20	production	production	NOUN
alkej-1108	36	21	and	and	CCONJ
alkej-1108	36	22	logistics	logistic	NOUN
alkej-1108	36	23	.	.	PUNCT
alkej-1108	37	1	this	this	DET
alkej-1108	37	2	number	number	NOUN
alkej-1108	37	3	was	be	AUX
alkej-1108	37	4	appropriate	appropriate	ADJ
alkej-1108	37	5	to	to	PART
alkej-1108	37	6	give	give	VERB
alkej-1108	37	7	an	an	DET
alkej-1108	37	8	early	early	ADJ
alkej-1108	37	9	overview	overview	NOUN
alkej-1108	37	10	of	of	ADP
alkej-1108	37	11	scr	scr	NOUN
alkej-1108	37	12	.	.	PROPN
alkej-1108	37	13	figure	figure	NOUN
alkej-1108	37	14	1	1	NUM
alkej-1108	37	15	shows	show	VERB
alkej-1108	37	16	the	the	DET
alkej-1108	37	17	conceptual	conceptual	ADJ
alkej-1108	37	18	framework	framework	NOUN
alkej-1108	37	19	as	as	SCONJ
alkej-1108	37	20	explained	explain	VERB
alkej-1108	37	21	by	by	ADP
alkej-1108	37	22	[	[	X
alkej-1108	37	23	20	20	NUM
alkej-1108	37	24	]	]	PUNCT
alkej-1108	37	25	.	.	PUNCT
alkej-1108	38	1	fig	fig	NOUN
alkej-1108	38	2	.	.	PUNCT
alkej-1108	39	1	1	1	X
alkej-1108	39	2	.	.	X
alkej-1108	39	3	conceptual	conceptual	ADJ
alkej-1108	39	4	organisational	organisational	ADJ
alkej-1108	39	5	resilience/	resilience/	NUM
alkej-1108	39	6	management	management	NOUN
alkej-1108	39	7	control	control	NOUN
alkej-1108	39	8	system	system	NOUN
alkej-1108	39	9	framework	framework	NOUN
alkej-1108	39	10	[	[	X
alkej-1108	39	11	20	20	NUM
alkej-1108	39	12	]	]	SYM
alkej-1108	39	13	2.1	2.1	NUM
alkej-1108	39	14	search	search	NOUN
alkej-1108	39	15	strategy	strategy	NOUN
alkej-1108	39	16	information	information	NOUN
alkej-1108	39	17	search	search	NOUN
alkej-1108	39	18	was	be	AUX
alkej-1108	39	19	conducted	conduct	VERB
alkej-1108	39	20	in	in	ADP
alkej-1108	39	21	various	various	ADJ
alkej-1108	39	22	databases	database	NOUN
alkej-1108	39	23	,	,	PUNCT
alkej-1108	39	24	such	such	ADJ
alkej-1108	39	25	as	as	ADP
alkej-1108	39	26	scopus	scopus	NOUN
alkej-1108	39	27	,	,	PUNCT
alkej-1108	39	28	web	web	NOUN
alkej-1108	39	29	of	of	ADP
alkej-1108	39	30	science	science	NOUN
alkej-1108	39	31	,	,	PUNCT
alkej-1108	39	32	sciencedirect	sciencedirect	NOUN
alkej-1108	39	33	and	and	CCONJ
alkej-1108	39	34	google	google	PROPN
alkej-1108	39	35	scholar	scholar	NOUN
alkej-1108	39	36	.	.	PUNCT
alkej-1108	40	1	these	these	DET
alkej-1108	40	2	databases	database	NOUN
alkej-1108	40	3	were	be	AUX
alkej-1108	40	4	chosen	choose	VERB
alkej-1108	40	5	due	due	ADP
alkej-1108	40	6	to	to	ADP
alkej-1108	40	7	their	their	PRON
alkej-1108	40	8	extensive	extensive	ADJ
alkej-1108	40	9	coverage	coverage	NOUN
alkej-1108	40	10	of	of	ADP
alkej-1108	40	11	peerreviewed	peerreviewe	VERB
alkej-1108	40	12	articles	article	NOUN
alkej-1108	40	13	and	and	CCONJ
alkej-1108	40	14	conference	conference	NOUN
alkej-1108	40	15	proceedings	proceeding	NOUN
alkej-1108	40	16	related	relate	VERB
alkej-1108	40	17	to	to	ADP
alkej-1108	40	18	operations	operation	NOUN
alkej-1108	40	19	management	management	NOUN
alkej-1108	40	20	,	,	PUNCT
alkej-1108	40	21	logistics	logistic	NOUN
alkej-1108	40	22	and	and	CCONJ
alkej-1108	40	23	industrial	industrial	ADJ
alkej-1108	40	24	engineering	engineering	NOUN
alkej-1108	40	25	.	.	PUNCT
alkej-1108	41	1	boolean	boolean	ADJ
alkej-1108	41	2	operators	operator	NOUN
alkej-1108	41	3	were	be	AUX
alkej-1108	41	4	used	use	VERB
alkej-1108	41	5	to	to	PART
alkej-1108	41	6	identify	identify	VERB
alkej-1108	41	7	and	and	CCONJ
alkej-1108	41	8	combine	combine	VERB
alkej-1108	41	9	specific	specific	ADJ
alkej-1108	41	10	keywords	keyword	NOUN
alkej-1108	41	11	and	and	CCONJ
alkej-1108	41	12	search	search	NOUN
alkej-1108	41	13	terms	term	NOUN
alkej-1108	41	14	,	,	PUNCT
alkej-1108	41	15	such	such	ADJ
alkej-1108	41	16	as	as	ADP
alkej-1108	41	17	‘	'	PUNCT
alkej-1108	41	18	supply	supply	NOUN
alkej-1108	41	19	chain	chain	NOUN
alkej-1108	41	20	resilience	resilience	NOUN
alkej-1108	41	21	’	'	PUNCT
alkej-1108	41	22	,	,	PUNCT
alkej-1108	41	23	‘	'	PUNCT
alkej-1108	41	24	resilient	resilient	ADJ
alkej-1108	41	25	supply	supply	NOUN
alkej-1108	41	26	chain	chain	NOUN
alkej-1108	41	27	’	'	PUNCT
alkej-1108	41	28	,	,	PUNCT
alkej-1108	41	29	‘	'	PUNCT
alkej-1108	41	30	production	production	NOUN
alkej-1108	41	31	planning	planning	NOUN
alkej-1108	41	32	’	'	PUNCT
alkej-1108	41	33	,	,	PUNCT
alkej-1108	41	34	‘	'	PUNCT
alkej-1108	41	35	production	production	NOUN
alkej-1108	41	36	control	control	NOUN
alkej-1108	41	37	’	'	PUNCT
alkej-1108	41	38	,	,	PUNCT
alkej-1108	41	39	‘	'	PUNCT
alkej-1108	41	40	resilience	resilience	NOUN
alkej-1108	41	41	strategies	strategy	NOUN
alkej-1108	41	42	in	in	ADP
alkej-1108	41	43	manufacturing	manufacturing	NOUN
alkej-1108	41	44	’	'	PUNCT
alkej-1108	41	45	and	and	CCONJ
alkej-1108	41	46	‘	'	PUNCT
alkej-1108	41	47	disruption	disruption	NOUN
alkej-1108	41	48	management	management	NOUN
alkej-1108	41	49	in	in	ADP
alkej-1108	41	50	supply	supply	NOUN
alkej-1108	41	51	chains	chain	NOUN
alkej-1108	41	52	’	'	PUNCT
alkej-1108	41	53	.	.	PUNCT
alkej-1108	42	1	only	only	ADV
alkej-1108	42	2	relevant	relevant	ADJ
alkej-1108	42	3	articles	article	NOUN
alkej-1108	42	4	were	be	AUX
alkej-1108	42	5	selected	select	VERB
alkej-1108	42	6	for	for	ADP
alkej-1108	42	7	the	the	DET
alkej-1108	42	8	study	study	NOUN
alkej-1108	42	9	.	.	PUNCT
alkej-1108	43	1	2.2	2.2	NUM
alkej-1108	43	2	classification	classification	NOUN
alkej-1108	43	3	of	of	ADP
alkej-1108	43	4	articles	article	NOUN
alkej-1108	43	5	the	the	DET
alkej-1108	43	6	articles	article	NOUN
alkej-1108	43	7	were	be	AUX
alkej-1108	43	8	classified	classify	VERB
alkej-1108	43	9	according	accord	VERB
alkej-1108	43	10	to	to	ADP
alkej-1108	43	11	the	the	DET
alkej-1108	43	12	research	research	NOUN
alkej-1108	43	13	methodology	methodology	NOUN
alkej-1108	43	14	and	and	CCONJ
alkej-1108	43	15	resilience	resilience	NOUN
alkej-1108	43	16	strategy	strategy	NOUN
alkej-1108	43	17	proposed	propose	VERB
alkej-1108	43	18	.	.	PUNCT
alkej-1108	44	1	this	this	DET
alkej-1108	44	2	classification	classification	NOUN
alkej-1108	44	3	provided	provide	VERB
alkej-1108	44	4	a	a	DET
alkej-1108	44	5	clear	clear	ADJ
alkej-1108	44	6	structure	structure	NOUN
alkej-1108	44	7	for	for	ADP
alkej-1108	44	8	identifying	identify	VERB
alkej-1108	44	9	key	key	ADJ
alkej-1108	44	10	themes	theme	NOUN
alkej-1108	44	11	,	,	PUNCT
alkej-1108	44	12	understanding	understand	VERB
alkej-1108	44	13	the	the	DET
alkej-1108	44	14	current	current	ADJ
alkej-1108	44	15	state	state	NOUN
alkej-1108	44	16	of	of	ADP
alkej-1108	44	17	research	research	NOUN
alkej-1108	44	18	and	and	CCONJ
alkej-1108	44	19	recognising	recognise	VERB
alkej-1108	44	20	gaps	gap	NOUN
alkej-1108	44	21	or	or	CCONJ
alkej-1108	44	22	underexplored	underexplored	ADJ
alkej-1108	44	23	areas	area	NOUN
alkej-1108	44	24	in	in	ADP
alkej-1108	44	25	the	the	DET
alkej-1108	44	26	literature	literature	NOUN
alkej-1108	44	27	.	.	PUNCT
alkej-1108	45	1	jaharah	jaharah	PROPN
alkej-1108	45	2	a.ghani	a.ghani	PROPN
alkej-1108	45	3	al	al	PROPN
alkej-1108	45	4	-	-	PUNCT
alkej-1108	45	5	khwarizmi	khwarizmi	PROPN
alkej-1108	45	6	engineering	engineering	NOUN
alkej-1108	45	7	journal	journal	PROPN
alkej-1108	45	8	,	,	PUNCT
alkej-1108	45	9	vol	vol	NOUN
alkej-1108	45	10	.	.	PROPN
alkej-1108	45	11	21	21	NUM
alkej-1108	45	12	,	,	PUNCT
alkej-1108	45	13	no.3	no.3	VERB
alkej-1108	45	14	,	,	PUNCT
alkej-1108	45	15	pp	pp	X
alkej-1108	45	16	.	.	PUNCT
alkej-1108	45	17	97105	97105	NUM
alkej-1108	45	18	(	(	PUNCT
alkej-1108	45	19	2025	2025	NUM
alkej-1108	45	20	)	)	PUNCT
alkej-1108	45	21	99	99	NUM
alkej-1108	45	22	3	3	NUM
alkej-1108	45	23	.	.	PUNCT
alkej-1108	45	24	analysis	analysis	NOUN
alkej-1108	45	25	and	and	CCONJ
alkej-1108	45	26	discussion	discussion	NOUN
alkej-1108	45	27	the	the	DET
alkej-1108	45	28	analysis	analysis	NOUN
alkej-1108	45	29	was	be	AUX
alkej-1108	45	30	based	base	VERB
alkej-1108	45	31	on	on	ADP
alkej-1108	45	32	39	39	NUM
alkej-1108	45	33	selected	select	VERB
alkej-1108	45	34	articles	article	NOUN
alkej-1108	45	35	from	from	ADP
alkej-1108	45	36	the	the	DET
alkej-1108	45	37	literature	literature	NOUN
alkej-1108	45	38	on	on	ADP
alkej-1108	45	39	scr	scr	NOUN
alkej-1108	45	40	in	in	ADP
alkej-1108	45	41	the	the	DET
alkej-1108	45	42	context	context	NOUN
alkej-1108	45	43	of	of	ADP
alkej-1108	45	44	ppc	ppc	NOUN
alkej-1108	45	45	.	.	PUNCT
alkej-1108	46	1	key	key	ADJ
alkej-1108	46	2	themes	theme	NOUN
alkej-1108	46	3	that	that	PRON
alkej-1108	46	4	emerged	emerge	VERB
alkej-1108	46	5	include	include	VERB
alkej-1108	46	6	definitions	definition	NOUN
alkej-1108	46	7	and	and	CCONJ
alkej-1108	46	8	conceptual	conceptual	ADJ
alkej-1108	46	9	frameworks	framework	NOUN
alkej-1108	46	10	,	,	PUNCT
alkej-1108	46	11	causes	cause	NOUN
alkej-1108	46	12	of	of	ADP
alkej-1108	46	13	disruptions	disruption	NOUN
alkej-1108	46	14	,	,	PUNCT
alkej-1108	46	15	the	the	DET
alkej-1108	46	16	integration	integration	NOUN
alkej-1108	46	17	of	of	ADP
alkej-1108	46	18	resilience	resilience	NOUN
alkej-1108	46	19	into	into	ADP
alkej-1108	46	20	planning	planning	NOUN
alkej-1108	46	21	systems	system	NOUN
alkej-1108	46	22	,	,	PUNCT
alkej-1108	46	23	resilience	resilience	NOUN
alkej-1108	46	24	measures	measure	NOUN
alkej-1108	46	25	,	,	PUNCT
alkej-1108	46	26	applications	application	NOUN
alkej-1108	46	27	in	in	ADP
alkej-1108	46	28	industry	industry	NOUN
alkej-1108	46	29	,	,	PUNCT
alkej-1108	46	30	and	and	CCONJ
alkej-1108	46	31	gaps	gap	NOUN
alkej-1108	46	32	in	in	ADP
alkej-1108	46	33	existing	exist	VERB
alkej-1108	46	34	knowledge	knowledge	NOUN
alkej-1108	46	35	.	.	PUNCT
alkej-1108	47	1	3.1	3.1	NUM
alkej-1108	47	2	definitions	definition	NOUN
alkej-1108	47	3	of	of	ADP
alkej-1108	47	4	supply	supply	NOUN
alkej-1108	47	5	chain	chain	NOUN
alkej-1108	47	6	resilience	resilience	NOUN
alkej-1108	47	7	in	in	ADP
alkej-1108	47	8	today	today	NOUN
alkej-1108	47	9	’s	’s	PART
alkej-1108	47	10	fluctuating	fluctuate	VERB
alkej-1108	47	11	and	and	CCONJ
alkej-1108	47	12	risky	risky	ADJ
alkej-1108	47	13	business	business	NOUN
alkej-1108	47	14	environment	environment	NOUN
alkej-1108	47	15	,	,	PUNCT
alkej-1108	47	16	organisations	organisation	NOUN
alkej-1108	47	17	are	be	AUX
alkej-1108	47	18	increasingly	increasingly	ADV
alkej-1108	47	19	faced	face	VERB
alkej-1108	47	20	with	with	ADP
alkej-1108	47	21	disruptive	disruptive	ADJ
alkej-1108	47	22	events	event	NOUN
alkej-1108	47	23	,	,	PUNCT
alkej-1108	47	24	such	such	ADJ
alkej-1108	47	25	as	as	ADP
alkej-1108	47	26	pandemics	pandemic	NOUN
alkej-1108	47	27	,	,	PUNCT
alkej-1108	47	28	natural	natural	ADJ
alkej-1108	47	29	catastrophes	catastrophe	NOUN
alkej-1108	47	30	,	,	PUNCT
alkej-1108	47	31	cyber	cyber	NOUN
alkej-1108	47	32	-	-	PUNCT
alkej-1108	47	33	attacks	attack	NOUN
alkej-1108	47	34	and	and	CCONJ
alkej-1108	47	35	geopolitical	geopolitical	ADJ
alkej-1108	47	36	tensions	tension	NOUN
alkej-1108	47	37	[	[	X
alkej-1108	47	38	19	19	NUM
alkej-1108	47	39	]	]	PUNCT
alkej-1108	47	40	.	.	PUNCT
alkej-1108	48	1	these	these	DET
alkej-1108	48	2	disruptions	disruption	NOUN
alkej-1108	48	3	pose	pose	VERB
alkej-1108	48	4	serious	serious	ADJ
alkej-1108	48	5	challenges	challenge	NOUN
alkej-1108	48	6	for	for	ADP
alkej-1108	48	7	global	global	ADJ
alkej-1108	48	8	supply	supply	NOUN
alkej-1108	48	9	chains	chain	NOUN
alkej-1108	48	10	,	,	PUNCT
alkej-1108	48	11	making	make	VERB
alkej-1108	48	12	resilience	resilience	NOUN
alkej-1108	48	13	an	an	DET
alkej-1108	48	14	issue	issue	NOUN
alkej-1108	48	15	of	of	ADP
alkej-1108	48	16	extreme	extreme	ADJ
alkej-1108	48	17	priority	priority	NOUN
alkej-1108	48	18	.	.	PUNCT
alkej-1108	49	1	based	base	VERB
alkej-1108	49	2	on	on	ADP
alkej-1108	49	3	the	the	DET
alkej-1108	49	4	literature	literature	NOUN
alkej-1108	49	5	,	,	PUNCT
alkej-1108	49	6	many	many	ADJ
alkej-1108	49	7	authors	author	NOUN
alkej-1108	49	8	define	define	VERB
alkej-1108	49	9	scr	scr	NOUN
alkej-1108	49	10	as	as	ADP
alkej-1108	49	11	the	the	DET
alkej-1108	49	12	ability	ability	NOUN
alkej-1108	49	13	of	of	ADP
alkej-1108	49	14	a	a	DET
alkej-1108	49	15	system	system	NOUN
alkej-1108	49	16	to	to	PART
alkej-1108	49	17	anticipate	anticipate	VERB
alkej-1108	49	18	,	,	PUNCT
alkej-1108	49	19	absorb	absorb	VERB
alkej-1108	49	20	,	,	PUNCT
alkej-1108	49	21	adapt	adapt	VERB
alkej-1108	49	22	to	to	ADP
alkej-1108	49	23	and	and	CCONJ
alkej-1108	49	24	recover	recover	VERB
alkej-1108	49	25	from	from	ADP
alkej-1108	49	26	disruptive	disruptive	ADJ
alkej-1108	49	27	events	event	NOUN
alkej-1108	49	28	[	[	X
alkej-1108	49	29	8	8	NUM
alkej-1108	49	30	]	]	PUNCT
alkej-1108	49	31	.	.	PUNCT
alkej-1108	50	1	this	this	DET
alkej-1108	50	2	general	general	ADJ
alkej-1108	50	3	definition	definition	NOUN
alkej-1108	50	4	concludes	conclude	VERB
alkej-1108	50	5	that	that	SCONJ
alkej-1108	50	6	foresight	foresight	NOUN
alkej-1108	50	7	,	,	PUNCT
alkej-1108	50	8	robustness	robustness	NOUN
alkej-1108	50	9	,	,	PUNCT
alkej-1108	50	10	flexibility	flexibility	NOUN
alkej-1108	50	11	and	and	CCONJ
alkej-1108	50	12	recovery	recovery	NOUN
alkej-1108	50	13	are	be	AUX
alkej-1108	50	14	the	the	DET
alkej-1108	50	15	essential	essential	ADJ
alkej-1108	50	16	qualities	quality	NOUN
alkej-1108	50	17	organisations	organisation	NOUN
alkej-1108	50	18	must	must	AUX
alkej-1108	50	19	cultivate	cultivate	VERB
alkej-1108	50	20	in	in	ADP
alkej-1108	50	21	their	their	PRON
alkej-1108	50	22	supply	supply	NOUN
alkej-1108	50	23	chains	chain	NOUN
alkej-1108	50	24	to	to	PART
alkej-1108	50	25	ensure	ensure	VERB
alkej-1108	50	26	continuity	continuity	NOUN
alkej-1108	50	27	and	and	CCONJ
alkej-1108	50	28	competitiveness	competitiveness	NOUN
alkej-1108	50	29	.	.	PUNCT
alkej-1108	51	1	simply	simply	ADV
alkej-1108	51	2	put	put	VERB
alkej-1108	51	3	,	,	PUNCT
alkej-1108	51	4	scr	scr	NOUN
alkej-1108	51	5	is	be	AUX
alkej-1108	51	6	the	the	DET
alkej-1108	51	7	strategy	strategy	NOUN
alkej-1108	51	8	of	of	ADP
alkej-1108	51	9	planning	plan	VERB
alkej-1108	51	10	ahead	ahead	ADV
alkej-1108	51	11	for	for	ADP
alkej-1108	51	12	unexpected	unexpected	ADJ
alkej-1108	51	13	problems	problem	NOUN
alkej-1108	51	14	through	through	ADP
alkej-1108	51	15	prior	prior	ADJ
alkej-1108	51	16	design	design	NOUN
alkej-1108	51	17	and	and	CCONJ
alkej-1108	51	18	planning	planning	NOUN
alkej-1108	51	19	of	of	ADP
alkej-1108	51	20	the	the	DET
alkej-1108	51	21	supply	supply	NOUN
alkej-1108	51	22	chain	chain	NOUN
alkej-1108	51	23	[	[	X
alkej-1108	51	24	21	21	NUM
alkej-1108	51	25	]	]	PUNCT
alkej-1108	51	26	.	.	PUNCT
alkej-1108	52	1	it	it	PRON
alkej-1108	52	2	is	be	AUX
alkej-1108	52	3	the	the	DET
alkej-1108	52	4	capacity	capacity	NOUN
alkej-1108	52	5	to	to	PART
alkej-1108	52	6	adapt	adapt	VERB
alkej-1108	52	7	quickly	quickly	ADV
alkej-1108	52	8	to	to	ADP
alkej-1108	52	9	disruptions	disruption	NOUN
alkej-1108	52	10	and	and	CCONJ
alkej-1108	52	11	retain	retain	VERB
alkej-1108	52	12	control	control	NOUN
alkej-1108	52	13	over	over	ADP
alkej-1108	52	14	operations	operation	NOUN
alkej-1108	52	15	.	.	PUNCT
alkej-1108	53	1	a	a	DET
alkej-1108	53	2	resilient	resilient	ADJ
alkej-1108	53	3	supply	supply	NOUN
alkej-1108	53	4	chain	chain	NOUN
alkej-1108	53	5	not	not	PART
alkej-1108	53	6	only	only	ADV
alkej-1108	53	7	recovers	recover	NOUN
alkej-1108	53	8	but	but	CCONJ
alkej-1108	53	9	comes	come	VERB
alkej-1108	53	10	out	out	ADP
alkej-1108	53	11	even	even	ADV
alkej-1108	53	12	stronger	strong	ADJ
alkej-1108	53	13	after	after	ADP
alkej-1108	53	14	a	a	DET
alkej-1108	53	15	disruption	disruption	NOUN
alkej-1108	53	16	,	,	PUNCT
alkej-1108	53	17	making	make	VERB
alkej-1108	53	18	the	the	DET
alkej-1108	53	19	business	business	NOUN
alkej-1108	53	20	more	more	ADV
alkej-1108	53	21	competitive	competitive	ADJ
alkej-1108	53	22	than	than	ADP
alkej-1108	53	23	others	other	NOUN
alkej-1108	53	24	.	.	PUNCT
alkej-1108	54	1	3.2	3.2	NUM
alkej-1108	54	2	.	.	PUNCT
alkej-1108	55	1	drivers	driver	NOUN
alkej-1108	55	2	of	of	ADP
alkej-1108	55	3	supply	supply	NOUN
alkej-1108	55	4	chain	chain	NOUN
alkej-1108	55	5	disruptions	disruption	NOUN
alkej-1108	55	6	supply	supply	NOUN
alkej-1108	55	7	chain	chain	NOUN
alkej-1108	55	8	disruptions	disruption	NOUN
alkej-1108	55	9	are	be	AUX
alkej-1108	55	10	driven	drive	VERB
alkej-1108	55	11	by	by	ADP
alkej-1108	55	12	several	several	ADJ
alkej-1108	55	13	key	key	ADJ
alkej-1108	55	14	factors	factor	NOUN
alkej-1108	55	15	.	.	PUNCT
alkej-1108	56	1	global	global	ADJ
alkej-1108	56	2	transportation	transportation	NOUN
alkej-1108	56	3	bottlenecks	bottleneck	NOUN
alkej-1108	56	4	,	,	PUNCT
alkej-1108	56	5	particularly	particularly	ADV
alkej-1108	56	6	in	in	ADP
alkej-1108	56	7	maritime	maritime	ADJ
alkej-1108	56	8	shipping	shipping	NOUN
alkej-1108	56	9	,	,	PUNCT
alkej-1108	56	10	have	have	VERB
alkej-1108	56	11	a	a	DET
alkej-1108	56	12	significant	significant	ADJ
alkej-1108	56	13	impact	impact	NOUN
alkej-1108	56	14	,	,	PUNCT
alkej-1108	56	15	as	as	SCONJ
alkej-1108	56	16	80	80	NUM
alkej-1108	56	17	%	%	NOUN
alkej-1108	56	18	of	of	ADP
alkej-1108	56	19	international	international	ADJ
alkej-1108	56	20	trade	trade	NOUN
alkej-1108	56	21	depends	depend	VERB
alkej-1108	56	22	on	on	ADP
alkej-1108	56	23	sea	sea	NOUN
alkej-1108	56	24	transport	transport	NOUN
alkej-1108	57	1	[	[	X
alkej-1108	57	2	22	22	NUM
alkej-1108	57	3	]	]	PUNCT
alkej-1108	57	4	.	.	PUNCT
alkej-1108	58	1	one	one	NUM
alkej-1108	58	2	of	of	ADP
alkej-1108	58	3	the	the	DET
alkej-1108	58	4	best	well	ADV
alkej-1108	58	5	-	-	PUNCT
alkej-1108	58	6	known	know	VERB
alkej-1108	58	7	disruptions	disruption	NOUN
alkej-1108	58	8	is	be	AUX
alkej-1108	58	9	the	the	DET
alkej-1108	58	10	ever	ever	ADV
alkej-1108	58	11	given	give	VERB
alkej-1108	58	12	case	case	NOUN
alkej-1108	58	13	,	,	PUNCT
alkej-1108	58	14	a	a	DET
alkej-1108	58	15	gigantic	gigantic	ADJ
alkej-1108	58	16	container	container	NOUN
alkej-1108	58	17	ship	ship	NOUN
alkej-1108	58	18	that	that	PRON
alkej-1108	58	19	ran	run	VERB
alkej-1108	58	20	aground	aground	ADV
alkej-1108	58	21	and	and	CCONJ
alkej-1108	58	22	blocked	block	VERB
alkej-1108	58	23	the	the	DET
alkej-1108	58	24	suez	suez	NOUN
alkej-1108	58	25	canal	canal	PROPN
alkej-1108	58	26	in	in	ADP
alkej-1108	58	27	march	march	PROPN
alkej-1108	58	28	2021	2021	NUM
alkej-1108	58	29	for	for	ADP
alkej-1108	58	30	six	six	NUM
alkej-1108	58	31	days	day	NOUN
alkej-1108	58	32	.	.	PUNCT
alkej-1108	59	1	this	this	DET
alkej-1108	59	2	event	event	NOUN
alkej-1108	59	3	highlighted	highlight	VERB
alkej-1108	59	4	the	the	DET
alkej-1108	59	5	manner	manner	NOUN
alkej-1108	59	6	in	in	ADP
alkej-1108	59	7	which	which	PRON
alkej-1108	59	8	a	a	DET
alkej-1108	59	9	single	single	ADJ
alkej-1108	59	10	disruption	disruption	NOUN
alkej-1108	59	11	at	at	ADP
alkej-1108	59	12	a	a	DET
alkej-1108	59	13	chokepoint	chokepoint	NOUN
alkej-1108	59	14	can	can	AUX
alkej-1108	59	15	lead	lead	VERB
alkej-1108	59	16	to	to	ADP
alkej-1108	59	17	extensive	extensive	ADJ
alkej-1108	59	18	ripple	ripple	ADJ
alkej-1108	59	19	effects	effect	NOUN
alkej-1108	59	20	throughout	throughout	ADP
alkej-1108	59	21	global	global	ADJ
alkej-1108	59	22	supply	supply	NOUN
alkej-1108	59	23	chains	chain	NOUN
alkej-1108	59	24	,	,	PUNCT
alkej-1108	59	25	resulting	result	VERB
alkej-1108	59	26	in	in	ADP
alkej-1108	59	27	delayed	delay	VERB
alkej-1108	59	28	deliveries	delivery	NOUN
alkej-1108	59	29	and	and	CCONJ
alkej-1108	59	30	total	total	ADJ
alkej-1108	59	31	losses	loss	NOUN
alkej-1108	59	32	amounting	amount	VERB
alkej-1108	59	33	to	to	ADP
alkej-1108	59	34	usd	usd	NOUN
alkej-1108	59	35	88.79	88.79	NUM
alkej-1108	59	36	million	million	NUM
alkej-1108	60	1	[	[	X
alkej-1108	60	2	2	2	NUM
alkej-1108	60	3	]	]	PUNCT
alkej-1108	60	4	.	.	PUNCT
alkej-1108	61	1	commodity	commodity	NOUN
alkej-1108	61	2	price	price	NOUN
alkej-1108	61	3	shocks	shock	NOUN
alkej-1108	61	4	caused	cause	VERB
alkej-1108	61	5	by	by	ADP
alkej-1108	61	6	abrupt	abrupt	ADJ
alkej-1108	61	7	increases	increase	NOUN
alkej-1108	61	8	in	in	ADP
alkej-1108	61	9	the	the	DET
alkej-1108	61	10	prices	price	NOUN
alkej-1108	61	11	of	of	ADP
alkej-1108	61	12	crude	crude	ADJ
alkej-1108	61	13	oil	oil	NOUN
alkej-1108	61	14	,	,	PUNCT
alkej-1108	61	15	natural	natural	ADJ
alkej-1108	61	16	gas	gas	NOUN
alkej-1108	61	17	,	,	PUNCT
alkej-1108	61	18	coal	coal	NOUN
alkej-1108	61	19	,	,	PUNCT
alkej-1108	61	20	fertilisers	fertiliser	NOUN
alkej-1108	61	21	and	and	CCONJ
alkej-1108	61	22	metals	metal	NOUN
alkej-1108	61	23	are	be	AUX
alkej-1108	61	24	also	also	ADV
alkej-1108	61	25	major	major	ADJ
alkej-1108	61	26	contributors	contributor	NOUN
alkej-1108	61	27	[	[	X
alkej-1108	61	28	23	23	NUM
alkej-1108	61	29	]	]	PUNCT
alkej-1108	61	30	.	.	PUNCT
alkej-1108	62	1	an	an	DET
alkej-1108	62	2	example	example	NOUN
alkej-1108	62	3	of	of	ADP
alkej-1108	62	4	geopolitical	geopolitical	ADJ
alkej-1108	62	5	events	event	NOUN
alkej-1108	62	6	like	like	ADP
alkej-1108	62	7	russia	russia	PROPN
alkej-1108	62	8	’s	’s	PART
alkej-1108	62	9	invasion	invasion	NOUN
alkej-1108	62	10	of	of	ADP
alkej-1108	62	11	ukraine	ukraine	NOUN
alkej-1108	62	12	add	add	VERB
alkej-1108	62	13	to	to	ADP
alkej-1108	62	14	these	these	DET
alkej-1108	62	15	disruptions	disruption	NOUN
alkej-1108	62	16	by	by	ADP
alkej-1108	62	17	increasing	increase	VERB
alkej-1108	62	18	the	the	DET
alkej-1108	62	19	prices	price	NOUN
alkej-1108	62	20	of	of	ADP
alkej-1108	62	21	energy	energy	NOUN
alkej-1108	62	22	and	and	CCONJ
alkej-1108	62	23	essential	essential	ADJ
alkej-1108	62	24	goods	good	NOUN
alkej-1108	62	25	and	and	CCONJ
alkej-1108	62	26	causing	cause	VERB
alkej-1108	62	27	logistics	logistic	NOUN
alkej-1108	62	28	bottlenecks	bottleneck	NOUN
alkej-1108	62	29	,	,	PUNCT
alkej-1108	62	30	especially	especially	ADV
alkej-1108	62	31	for	for	ADP
alkej-1108	62	32	countries	country	NOUN
alkej-1108	62	33	that	that	PRON
alkej-1108	62	34	rely	rely	VERB
alkej-1108	62	35	on	on	ADP
alkej-1108	62	36	russian	russian	ADJ
alkej-1108	62	37	energy	energy	NOUN
alkej-1108	63	1	[	[	X
alkej-1108	63	2	1	1	NUM
alkej-1108	63	3	]	]	PUNCT
alkej-1108	63	4	.	.	PUNCT
alkej-1108	64	1	moreover	moreover	ADV
alkej-1108	64	2	,	,	PUNCT
alkej-1108	64	3	the	the	DET
alkej-1108	64	4	covid-19	covid-19	PROPN
alkej-1108	64	5	pandemic	pandemic	NOUN
alkej-1108	64	6	intensified	intensify	VERB
alkej-1108	64	7	existing	exist	VERB
alkej-1108	64	8	supply	supply	NOUN
alkej-1108	64	9	chain	chain	NOUN
alkej-1108	64	10	vulnerabilities	vulnerability	NOUN
alkej-1108	64	11	and	and	CCONJ
alkej-1108	64	12	created	create	VERB
alkej-1108	64	13	new	new	ADJ
alkej-1108	64	14	challenges	challenge	NOUN
alkej-1108	64	15	,	,	PUNCT
alkej-1108	64	16	particularly	particularly	ADV
alkej-1108	64	17	through	through	ADP
alkej-1108	64	18	widespread	widespread	ADJ
alkej-1108	64	19	lockdowns	lockdown	NOUN
alkej-1108	64	20	and	and	CCONJ
alkej-1108	64	21	labour	labour	NOUN
alkej-1108	64	22	shortages	shortage	NOUN
alkej-1108	64	23	.	.	PUNCT
alkej-1108	65	1	these	these	PRON
alkej-1108	65	2	were	be	AUX
alkej-1108	65	3	especially	especially	ADV
alkej-1108	65	4	severe	severe	ADJ
alkej-1108	65	5	in	in	ADP
alkej-1108	65	6	critical	critical	ADJ
alkej-1108	65	7	areas	area	NOUN
alkej-1108	65	8	in	in	ADP
alkej-1108	65	9	the	the	DET
alkej-1108	65	10	global	global	ADJ
alkej-1108	65	11	logistics	logistic	NOUN
alkej-1108	65	12	network	network	NOUN
alkej-1108	65	13	[	[	X
alkej-1108	65	14	18	18	NUM
alkej-1108	65	15	]	]	PUNCT
alkej-1108	65	16	.	.	PUNCT
alkej-1108	66	1	consequently	consequently	ADV
alkej-1108	66	2	,	,	PUNCT
alkej-1108	66	3	backlogs	backlog	NOUN
alkej-1108	66	4	occurred	occur	VERB
alkej-1108	66	5	due	due	ADP
alkej-1108	66	6	to	to	ADP
alkej-1108	66	7	ships	ship	NOUN
alkej-1108	66	8	waiting	wait	VERB
alkej-1108	66	9	longer	long	ADV
alkej-1108	66	10	to	to	PART
alkej-1108	66	11	dock	dock	VERB
alkej-1108	66	12	and	and	CCONJ
alkej-1108	66	13	unload	unload	VERB
alkej-1108	66	14	.	.	PUNCT
alkej-1108	67	1	these	these	DET
alkej-1108	67	2	effects	effect	NOUN
alkej-1108	67	3	spread	spread	VERB
alkej-1108	67	4	throughout	throughout	ADP
alkej-1108	67	5	the	the	DET
alkej-1108	67	6	supply	supply	NOUN
alkej-1108	67	7	chain	chain	NOUN
alkej-1108	67	8	,	,	PUNCT
alkej-1108	67	9	resulting	result	VERB
alkej-1108	67	10	in	in	ADP
alkej-1108	67	11	inventory	inventory	NOUN
alkej-1108	67	12	shortages	shortage	NOUN
alkej-1108	67	13	,	,	PUNCT
alkej-1108	67	14	increased	increase	VERB
alkej-1108	67	15	shipping	shipping	NOUN
alkej-1108	67	16	costs	cost	NOUN
alkej-1108	67	17	and	and	CCONJ
alkej-1108	67	18	interrupted	interrupt	VERB
alkej-1108	67	19	production	production	NOUN
alkej-1108	67	20	in	in	ADP
alkej-1108	67	21	various	various	ADJ
alkej-1108	67	22	industries	industry	NOUN
alkej-1108	67	23	.	.	PUNCT
alkej-1108	68	1	3.3	3.3	NUM
alkej-1108	68	2	cybersecurity	cybersecurity	NOUN
alkej-1108	68	3	in	in	ADP
alkej-1108	68	4	supply	supply	NOUN
alkej-1108	68	5	chain	chain	NOUN
alkej-1108	68	6	robust	robust	ADJ
alkej-1108	68	7	cybersecurity	cybersecurity	NOUN
alkej-1108	68	8	measures	measure	NOUN
alkej-1108	68	9	are	be	AUX
alkej-1108	68	10	necessary	necessary	ADJ
alkej-1108	68	11	due	due	ADP
alkej-1108	68	12	to	to	ADP
alkej-1108	68	13	the	the	DET
alkej-1108	68	14	increasing	increase	VERB
alkej-1108	68	15	cyber	cyber	NOUN
alkej-1108	68	16	threats	threat	NOUN
alkej-1108	68	17	arising	arise	VERB
alkej-1108	68	18	from	from	ADP
alkej-1108	68	19	the	the	DET
alkej-1108	68	20	digitisation	digitisation	NOUN
alkej-1108	68	21	of	of	ADP
alkej-1108	68	22	supply	supply	NOUN
alkej-1108	68	23	chains	chain	NOUN
alkej-1108	68	24	[	[	X
alkej-1108	68	25	16	16	NUM
alkej-1108	68	26	]	]	PUNCT
alkej-1108	68	27	.	.	PUNCT
alkej-1108	69	1	the	the	DET
alkej-1108	69	2	complex	complex	ADJ
alkej-1108	69	3	interdependencies	interdependency	NOUN
alkej-1108	69	4	in	in	ADP
alkej-1108	69	5	supply	supply	NOUN
alkej-1108	69	6	chains	chain	NOUN
alkej-1108	69	7	make	make	VERB
alkej-1108	69	8	them	they	PRON
alkej-1108	69	9	vulnerable	vulnerable	ADJ
alkej-1108	69	10	to	to	ADP
alkej-1108	69	11	common	common	ADJ
alkej-1108	69	12	threats	threat	NOUN
alkej-1108	69	13	,	,	PUNCT
alkej-1108	69	14	such	such	ADJ
alkej-1108	69	15	as	as	ADP
alkej-1108	69	16	ransomware	ransomware	NOUN
alkej-1108	69	17	,	,	PUNCT
alkej-1108	69	18	phishing	phishing	NOUN
alkej-1108	69	19	and	and	CCONJ
alkej-1108	69	20	insider	insider	NOUN
alkej-1108	69	21	attacks	attack	NOUN
alkej-1108	69	22	.	.	PUNCT
alkej-1108	70	1	these	these	DET
alkej-1108	70	2	threats	threat	NOUN
alkej-1108	70	3	can	can	AUX
alkej-1108	70	4	expose	expose	VERB
alkej-1108	70	5	sensitive	sensitive	ADJ
alkej-1108	70	6	information	information	NOUN
alkej-1108	70	7	and	and	CCONJ
alkej-1108	70	8	disrupt	disrupt	VERB
alkej-1108	70	9	operations	operation	NOUN
alkej-1108	70	10	[	[	X
alkej-1108	70	11	24	24	NUM
alkej-1108	70	12	]	]	PUNCT
alkej-1108	70	13	.	.	PUNCT
alkej-1108	71	1	to	to	PART
alkej-1108	71	2	overcome	overcome	VERB
alkej-1108	71	3	these	these	DET
alkej-1108	71	4	problems	problem	NOUN
alkej-1108	71	5	,	,	PUNCT
alkej-1108	71	6	comprehensive	comprehensive	ADJ
alkej-1108	71	7	cybersecurity	cybersecurity	NOUN
alkej-1108	71	8	frameworks	framework	NOUN
alkej-1108	71	9	,	,	PUNCT
alkej-1108	71	10	enhanced	enhance	VERB
alkej-1108	71	11	interorganisational	interorganisational	ADJ
alkej-1108	71	12	cooperation	cooperation	NOUN
alkej-1108	71	13	and	and	CCONJ
alkej-1108	71	14	real	real	ADJ
alkej-1108	71	15	-	-	PUNCT
alkej-1108	71	16	time	time	NOUN
alkej-1108	71	17	threat	threat	NOUN
alkej-1108	71	18	detection	detection	NOUN
alkej-1108	71	19	systems	system	NOUN
alkej-1108	71	20	must	must	AUX
alkej-1108	71	21	be	be	AUX
alkej-1108	71	22	implemented	implement	VERB
alkej-1108	71	23	[	[	X
alkej-1108	71	24	24	24	NUM
alkej-1108	71	25	]	]	PUNCT
alkej-1108	71	26	.	.	PUNCT
alkej-1108	72	1	global	global	ADJ
alkej-1108	72	2	sourcing	sourcing	NOUN
alkej-1108	72	3	,	,	PUNCT
alkej-1108	72	4	diverse	diverse	ADJ
alkej-1108	72	5	legal	legal	ADJ
alkej-1108	72	6	jurisdictions	jurisdiction	NOUN
alkej-1108	72	7	and	and	CCONJ
alkej-1108	72	8	reliance	reliance	NOUN
alkej-1108	72	9	on	on	ADP
alkej-1108	72	10	third	third	ADJ
alkej-1108	72	11	-	-	PUNCT
alkej-1108	72	12	party	party	NOUN
alkej-1108	72	13	services	service	NOUN
alkej-1108	72	14	have	have	AUX
alkej-1108	72	15	further	far	ADV
alkej-1108	72	16	complicated	complicate	VERB
alkej-1108	72	17	the	the	DET
alkej-1108	72	18	realisation	realisation	NOUN
alkej-1108	72	19	of	of	ADP
alkej-1108	72	20	supply	supply	NOUN
alkej-1108	72	21	chain	chain	NOUN
alkej-1108	72	22	cyberresilience	cyberresilience	NOUN
alkej-1108	72	23	[	[	X
alkej-1108	72	24	15	15	NUM
alkej-1108	72	25	]	]	PUNCT
alkej-1108	72	26	.	.	PUNCT
alkej-1108	73	1	protecting	protect	VERB
alkej-1108	73	2	against	against	ADP
alkej-1108	73	3	cyber	cyber	NOUN
alkej-1108	73	4	-	-	PUNCT
alkej-1108	73	5	physical	physical	ADJ
alkej-1108	73	6	system	system	NOUN
alkej-1108	73	7	attacks	attack	NOUN
alkej-1108	73	8	requires	require	VERB
alkej-1108	73	9	the	the	DET
alkej-1108	73	10	integration	integration	NOUN
alkej-1108	73	11	of	of	ADP
alkej-1108	73	12	cyber	cyber	NOUN
alkej-1108	73	13	and	and	CCONJ
alkej-1108	73	14	physical	physical	ADJ
alkej-1108	73	15	security	security	NOUN
alkej-1108	73	16	as	as	ADP
alkej-1108	73	17	a	a	DET
alkej-1108	73	18	holistic	holistic	ADJ
alkej-1108	73	19	approach	approach	NOUN
alkej-1108	73	20	for	for	ADP
alkej-1108	73	21	cybersecurity	cybersecurity	NOUN
alkej-1108	73	22	.	.	PUNCT
alkej-1108	74	1	according	accord	VERB
alkej-1108	74	2	to	to	ADP
alkej-1108	74	3	ibiyemi	ibiyemi	NOUN
alkej-1108	74	4	and	and	CCONJ
alkej-1108	74	5	olutimehin	olutimehin	ADJ
alkej-1108	74	6	[	[	X
alkej-1108	74	7	24	24	NUM
alkej-1108	74	8	]	]	PUNCT
alkej-1108	74	9	,	,	PUNCT
alkej-1108	74	10	effectively	effectively	ADV
alkej-1108	74	11	safeguarding	safeguard	VERB
alkej-1108	74	12	supply	supply	NOUN
alkej-1108	74	13	chains	chain	NOUN
alkej-1108	74	14	in	in	ADP
alkej-1108	74	15	the	the	DET
alkej-1108	74	16	digital	digital	ADJ
alkej-1108	74	17	age	age	NOUN
alkej-1108	74	18	necessitates	necessitate	VERB
alkej-1108	74	19	preventive	preventive	ADJ
alkej-1108	74	20	measures	measure	NOUN
alkej-1108	74	21	,	,	PUNCT
alkej-1108	74	22	detection	detection	NOUN
alkej-1108	74	23	and	and	CCONJ
alkej-1108	74	24	response	response	NOUN
alkej-1108	74	25	strategies	strategy	NOUN
alkej-1108	74	26	and	and	CCONJ
alkej-1108	74	27	recovery	recovery	NOUN
alkej-1108	74	28	planning	planning	NOUN
alkej-1108	74	29	.	.	PUNCT
alkej-1108	75	1	achieving	achieve	VERB
alkej-1108	75	2	these	these	DET
alkej-1108	75	3	goals	goal	NOUN
alkej-1108	75	4	requires	require	VERB
alkej-1108	75	5	policy	policy	NOUN
alkej-1108	75	6	and	and	CCONJ
alkej-1108	75	7	regulatory	regulatory	ADJ
alkej-1108	75	8	compliance	compliance	NOUN
alkej-1108	75	9	.	.	PUNCT
alkej-1108	76	1	cyber	cyber	PROPN
alkej-1108	76	2	threats	threat	NOUN
alkej-1108	76	3	are	be	AUX
alkej-1108	76	4	seen	see	VERB
alkej-1108	76	5	as	as	ADP
alkej-1108	76	6	critical	critical	ADJ
alkej-1108	76	7	and	and	CCONJ
alkej-1108	76	8	increasingly	increasingly	ADV
alkej-1108	76	9	damaging	damaging	ADJ
alkej-1108	76	10	sources	source	NOUN
alkej-1108	76	11	of	of	ADP
alkej-1108	76	12	disruption	disruption	NOUN
alkej-1108	76	13	in	in	ADP
alkej-1108	76	14	supply	supply	NOUN
alkej-1108	76	15	chain	chain	NOUN
alkej-1108	76	16	risks	risk	NOUN
alkej-1108	76	17	.	.	PUNCT
alkej-1108	77	1	cyber	cyber	NOUN
alkej-1108	77	2	attacks	attack	NOUN
alkej-1108	77	3	have	have	AUX
alkej-1108	77	4	caused	cause	VERB
alkej-1108	77	5	disruptions	disruption	NOUN
alkej-1108	77	6	in	in	ADP
alkej-1108	77	7	supply	supply	NOUN
alkej-1108	77	8	chain	chain	NOUN
alkej-1108	77	9	operations	operation	NOUN
alkej-1108	77	10	across	across	ADP
alkej-1108	77	11	industries	industry	NOUN
alkej-1108	77	12	in	in	ADP
alkej-1108	77	13	several	several	ADJ
alkej-1108	77	14	high	high	ADJ
alkej-1108	77	15	-	-	PUNCT
alkej-1108	77	16	profile	profile	NOUN
alkej-1108	77	17	cases	case	NOUN
alkej-1108	77	18	.	.	PUNCT
alkej-1108	78	1	among	among	ADP
alkej-1108	78	2	them	they	PRON
alkej-1108	78	3	was	be	AUX
alkej-1108	78	4	the	the	DET
alkej-1108	78	5	notpetya	notpetya	ADJ
alkej-1108	78	6	malware	malware	NOUN
alkej-1108	78	7	attack	attack	NOUN
alkej-1108	78	8	in	in	ADP
alkej-1108	78	9	2017	2017	NUM
alkej-1108	78	10	,	,	PUNCT
alkej-1108	78	11	which	which	PRON
alkej-1108	78	12	caused	cause	VERB
alkej-1108	78	13	over	over	ADP
alkej-1108	78	14	usd	usd	PROPN
alkej-1108	78	15	10	10	NUM
alkej-1108	78	16	billion	billion	NUM
alkej-1108	78	17	loss	loss	NOUN
alkej-1108	78	18	in	in	ADP
alkej-1108	78	19	a	a	DET
alkej-1108	78	20	single	single	ADJ
alkej-1108	78	21	cyber	cyber	NOUN
alkej-1108	78	22	event	event	NOUN
alkej-1108	78	23	[	[	X
alkej-1108	78	24	24	24	NUM
alkej-1108	78	25	]	]	PUNCT
alkej-1108	78	26	.	.	PUNCT
alkej-1108	79	1	another	another	DET
alkej-1108	79	2	case	case	NOUN
alkej-1108	79	3	was	be	AUX
alkej-1108	79	4	the	the	DET
alkej-1108	79	5	2020	2020	NUM
alkej-1108	79	6	solarwinds	solarwinds	PROPN
alkej-1108	79	7	orion	orion	PROPN
alkej-1108	79	8	breach	breach	PROPN
alkej-1108	79	9	,	,	PUNCT
alkej-1108	79	10	which	which	PRON
alkej-1108	79	11	involved	involve	VERB
alkej-1108	79	12	a	a	DET
alkej-1108	79	13	supply	supply	NOUN
alkej-1108	79	14	chain	chain	NOUN
alkej-1108	79	15	attack	attack	NOUN
alkej-1108	79	16	on	on	ADP
alkej-1108	79	17	thousands	thousand	NOUN
alkej-1108	79	18	of	of	ADP
alkej-1108	79	19	organisations	organisation	NOUN
alkej-1108	79	20	,	,	PUNCT
alkej-1108	79	21	including	include	VERB
alkej-1108	79	22	several	several	ADJ
alkej-1108	79	23	u.s	u.s	PROPN
alkej-1108	79	24	.	.	PROPN
alkej-1108	79	25	government	government	NOUN
alkej-1108	79	26	agencies	agency	NOUN
alkej-1108	79	27	.	.	PUNCT
alkej-1108	80	1	the	the	DET
alkej-1108	80	2	most	most	ADV
alkej-1108	80	3	recent	recent	ADJ
alkej-1108	80	4	event	event	NOUN
alkej-1108	80	5	was	be	AUX
alkej-1108	80	6	the	the	DET
alkej-1108	80	7	ransomware	ransomware	NOUN
alkej-1108	80	8	attack	attack	NOUN
alkej-1108	80	9	on	on	ADP
alkej-1108	80	10	jbs	jbs	PROPN
alkej-1108	80	11	sa	sa	PROPN
alkej-1108	80	12	in	in	ADP
alkej-1108	80	13	2021	2021	NUM
alkej-1108	80	14	,	,	PUNCT
alkej-1108	80	15	which	which	PRON
alkej-1108	80	16	resulted	result	VERB
alkej-1108	80	17	in	in	ADP
alkej-1108	80	18	operational	operational	ADJ
alkej-1108	80	19	shutdowns	shutdown	NOUN
alkej-1108	80	20	across	across	ADP
alkej-1108	80	21	north	north	PROPN
alkej-1108	80	22	america	america	PROPN
alkej-1108	80	23	and	and	CCONJ
alkej-1108	80	24	australia	australia	PROPN
alkej-1108	80	25	,	,	PUNCT
alkej-1108	80	26	jaharah	jaharah	PROPN
alkej-1108	80	27	a.ghani	a.ghani	PROPN
alkej-1108	80	28	al	al	PROPN
alkej-1108	80	29	-	-	PUNCT
alkej-1108	80	30	khwarizmi	khwarizmi	PROPN
alkej-1108	80	31	engineering	engineering	NOUN
alkej-1108	80	32	journal	journal	PROPN
alkej-1108	80	33	,	,	PUNCT
alkej-1108	80	34	vol	vol	NOUN
alkej-1108	80	35	.	.	PROPN
alkej-1108	80	36	21	21	NUM
alkej-1108	80	37	,	,	PUNCT
alkej-1108	80	38	no.3	no.3	VERB
alkej-1108	80	39	,	,	PUNCT
alkej-1108	80	40	pp	pp	X
alkej-1108	80	41	.	.	PUNCT
alkej-1108	81	1	97105	97105	NUM
alkej-1108	81	2	(	(	PUNCT
alkej-1108	81	3	2025	2025	NUM
alkej-1108	81	4	)	)	PUNCT
alkej-1108	81	5	100	100	NUM
alkej-1108	81	6	highlighting	highlight	VERB
alkej-1108	81	7	the	the	DET
alkej-1108	81	8	ability	ability	NOUN
alkej-1108	81	9	of	of	ADP
alkej-1108	81	10	cyber	cyber	ADJ
alkej-1108	81	11	threats	threat	NOUN
alkej-1108	81	12	to	to	PART
alkej-1108	81	13	cause	cause	VERB
alkej-1108	81	14	immediate	immediate	ADJ
alkej-1108	81	15	production	production	NOUN
alkej-1108	81	16	halts	halt	NOUN
alkej-1108	81	17	and	and	CCONJ
alkej-1108	81	18	supply	supply	NOUN
alkej-1108	81	19	delays	delay	NOUN
alkej-1108	81	20	.	.	PUNCT
alkej-1108	82	1	these	these	DET
alkej-1108	82	2	cases	case	NOUN
alkej-1108	82	3	show	show	VERB
alkej-1108	82	4	the	the	DET
alkej-1108	82	5	urgent	urgent	ADJ
alkej-1108	82	6	need	need	NOUN
alkej-1108	82	7	to	to	PART
alkej-1108	82	8	incorporate	incorporate	VERB
alkej-1108	82	9	cybersecurity	cybersecurity	NOUN
alkej-1108	82	10	risk	risk	NOUN
alkej-1108	82	11	assessment	assessment	NOUN
alkej-1108	82	12	for	for	ADP
alkej-1108	82	13	creating	create	VERB
alkej-1108	82	14	scr	scr	NOUN
alkej-1108	82	15	.	.	NOUN
alkej-1108	82	16	3.4	3.4	NUM
alkej-1108	82	17	complex	complex	ADJ
alkej-1108	82	18	interdependencies	interdependency	NOUN
alkej-1108	82	19	the	the	DET
alkej-1108	82	20	significant	significant	ADJ
alkej-1108	82	21	impact	impact	NOUN
alkej-1108	82	22	of	of	ADP
alkej-1108	82	23	covid-19	covid-19	PROPN
alkej-1108	82	24	on	on	ADP
alkej-1108	82	25	global	global	ADJ
alkej-1108	82	26	supply	supply	NOUN
alkej-1108	82	27	chains	chain	NOUN
alkej-1108	82	28	signalled	signal	VERB
alkej-1108	82	29	the	the	DET
alkej-1108	82	30	need	need	NOUN
alkej-1108	82	31	for	for	ADP
alkej-1108	82	32	their	their	PRON
alkej-1108	82	33	resilience	resilience	NOUN
alkej-1108	82	34	and	and	CCONJ
alkej-1108	82	35	flexibility	flexibility	NOUN
alkej-1108	82	36	[	[	X
alkej-1108	82	37	3	3	NUM
alkej-1108	82	38	]	]	PUNCT
alkej-1108	82	39	.	.	PUNCT
alkej-1108	83	1	complex	complex	ADJ
alkej-1108	83	2	associations	association	NOUN
alkej-1108	83	3	in	in	ADP
alkej-1108	83	4	modern	modern	ADJ
alkej-1108	83	5	supply	supply	NOUN
alkej-1108	83	6	chains	chain	NOUN
alkej-1108	83	7	have	have	AUX
alkej-1108	83	8	caused	cause	VERB
alkej-1108	83	9	fatal	fatal	ADJ
alkej-1108	83	10	effects	effect	NOUN
alkej-1108	83	11	during	during	ADP
alkej-1108	83	12	disruptions	disruption	NOUN
alkej-1108	83	13	in	in	ADP
alkej-1108	83	14	various	various	ADJ
alkej-1108	83	15	sectors	sector	NOUN
alkej-1108	83	16	[	[	X
alkej-1108	83	17	25	25	NUM
alkej-1108	83	18	]	]	PUNCT
alkej-1108	83	19	,	,	PUNCT
alkej-1108	83	20	including	include	VERB
alkej-1108	83	21	transportation	transportation	NOUN
alkej-1108	83	22	disruptions	disruption	NOUN
alkej-1108	83	23	,	,	PUNCT
alkej-1108	83	24	manufacturing	manufacturing	NOUN
alkej-1108	83	25	slowdowns	slowdown	NOUN
alkej-1108	83	26	,	,	PUNCT
alkej-1108	83	27	supply	supply	NOUN
alkej-1108	83	28	-	-	PUNCT
alkej-1108	83	29	demand	demand	NOUN
alkej-1108	83	30	imbalances	imbalance	NOUN
alkej-1108	83	31	and	and	CCONJ
alkej-1108	83	32	operational	operational	ADJ
alkej-1108	83	33	inefficiencies	inefficiency	NOUN
alkej-1108	83	34	[	[	X
alkej-1108	83	35	26	26	NUM
alkej-1108	83	36	]	]	PUNCT
alkej-1108	83	37	.	.	PUNCT
alkej-1108	84	1	scr	scr	NOUN
alkej-1108	84	2	can	can	AUX
alkej-1108	84	3	be	be	AUX
alkej-1108	84	4	enhanced	enhance	VERB
alkej-1108	84	5	by	by	ADP
alkej-1108	84	6	focusing	focus	VERB
alkej-1108	84	7	on	on	ADP
alkej-1108	84	8	digital	digital	ADJ
alkej-1108	84	9	-	-	PUNCT
alkej-1108	84	10	intensive	intensive	ADJ
alkej-1108	84	11	business	business	NOUN
alkej-1108	84	12	models	model	NOUN
alkej-1108	84	13	,	,	PUNCT
alkej-1108	84	14	collaborative	collaborative	ADJ
alkej-1108	84	15	network	network	NOUN
alkej-1108	84	16	designs	design	NOUN
alkej-1108	84	17	and	and	CCONJ
alkej-1108	84	18	sustainability	sustainability	NOUN
alkej-1108	84	19	[	[	X
alkej-1108	84	20	26	26	NUM
alkej-1108	84	21	]	]	PUNCT
alkej-1108	84	22	.	.	PUNCT
alkej-1108	85	1	the	the	DET
alkej-1108	85	2	risks	risk	NOUN
alkej-1108	85	3	can	can	AUX
alkej-1108	85	4	be	be	AUX
alkej-1108	85	5	mitigated	mitigate	VERB
alkej-1108	85	6	by	by	ADP
alkej-1108	85	7	employing	employ	VERB
alkej-1108	85	8	strategies	strategy	NOUN
alkej-1108	85	9	such	such	ADJ
alkej-1108	85	10	as	as	ADP
alkej-1108	85	11	redundancy	redundancy	NOUN
alkej-1108	85	12	,	,	PUNCT
alkej-1108	85	13	flexibility	flexibility	NOUN
alkej-1108	85	14	and	and	CCONJ
alkej-1108	85	15	localisation	localisation	NOUN
alkej-1108	85	16	[	[	X
alkej-1108	85	17	3	3	NUM
alkej-1108	85	18	]	]	PUNCT
alkej-1108	85	19	.	.	PUNCT
alkej-1108	86	1	effective	effective	ADJ
alkej-1108	86	2	decision	decision	NOUN
alkej-1108	86	3	-	-	PUNCT
alkej-1108	86	4	making	making	NOUN
alkej-1108	86	5	must	must	AUX
alkej-1108	86	6	be	be	AUX
alkej-1108	86	7	able	able	ADJ
alkej-1108	86	8	to	to	PART
alkej-1108	86	9	capture	capture	VERB
alkej-1108	86	10	complex	complex	ADJ
alkej-1108	86	11	interdependencies	interdependency	NOUN
alkej-1108	86	12	between	between	ADP
alkej-1108	86	13	supply	supply	NOUN
alkej-1108	86	14	chain	chain	NOUN
alkej-1108	86	15	disruptions	disruption	NOUN
alkej-1108	86	16	,	,	PUNCT
alkej-1108	86	17	mitigation	mitigation	NOUN
alkej-1108	86	18	strategies	strategy	NOUN
alkej-1108	86	19	and	and	CCONJ
alkej-1108	86	20	firm	firm	ADJ
alkej-1108	86	21	performance	performance	NOUN
alkej-1108	86	22	[	[	X
alkej-1108	86	23	27	27	NUM
alkej-1108	86	24	]	]	PUNCT
alkej-1108	86	25	.	.	PUNCT
alkej-1108	87	1	the	the	DET
alkej-1108	87	2	dependencies	dependency	NOUN
alkej-1108	87	3	and	and	CCONJ
alkej-1108	87	4	vulnerabilities	vulnerability	NOUN
alkej-1108	87	5	of	of	ADP
alkej-1108	87	6	the	the	DET
alkej-1108	87	7	global	global	ADJ
alkej-1108	87	8	supply	supply	NOUN
alkej-1108	87	9	chain	chain	NOUN
alkej-1108	87	10	can	can	AUX
alkej-1108	87	11	be	be	AUX
alkej-1108	87	12	assessed	assess	VERB
alkej-1108	87	13	using	use	VERB
alkej-1108	87	14	network	network	NOUN
alkej-1108	87	15	analysis	analysis	NOUN
alkej-1108	87	16	tools	tool	NOUN
alkej-1108	87	17	[	[	X
alkej-1108	87	18	25	25	NUM
alkej-1108	87	19	]	]	PUNCT
alkej-1108	87	20	.	.	PUNCT
alkej-1108	88	1	in	in	ADP
alkej-1108	88	2	general	general	ADJ
alkej-1108	88	3	,	,	PUNCT
alkej-1108	88	4	developing	develop	VERB
alkej-1108	88	5	more	more	ADV
alkej-1108	88	6	resilient	resilient	ADJ
alkej-1108	88	7	and	and	CCONJ
alkej-1108	88	8	adaptable	adaptable	ADJ
alkej-1108	88	9	supply	supply	NOUN
alkej-1108	88	10	chains	chain	NOUN
alkej-1108	88	11	in	in	ADP
alkej-1108	88	12	the	the	DET
alkej-1108	88	13	future	future	NOUN
alkej-1108	88	14	is	be	AUX
alkej-1108	88	15	crucial	crucial	ADJ
alkej-1108	88	16	to	to	PART
alkej-1108	88	17	overcome	overcome	VERB
alkej-1108	88	18	unexpected	unexpected	ADJ
alkej-1108	88	19	situations	situation	NOUN
alkej-1108	88	20	such	such	ADJ
alkej-1108	88	21	as	as	ADP
alkej-1108	88	22	the	the	DET
alkej-1108	88	23	covid-19	covid-19	PROPN
alkej-1108	88	24	pandemic	pandemic	NOUN
alkej-1108	88	25	.	.	PUNCT
alkej-1108	89	1	3.4.1	3.4.1	NUM
alkej-1108	89	2	cross	cross	ADJ
alkej-1108	89	3	-	-	ADJ
alkej-1108	89	4	sector	sector	ADJ
alkej-1108	89	5	supply	supply	NOUN
alkej-1108	89	6	chain	chain	NOUN
alkej-1108	89	7	integration	integration	NOUN
alkej-1108	89	8	during	during	ADP
alkej-1108	89	9	crisis	crisis	NOUN
alkej-1108	89	10	the	the	DET
alkej-1108	89	11	covid-19	covid-19	PROPN
alkej-1108	89	12	pandemic	pandemic	NOUN
alkej-1108	89	13	not	not	PART
alkej-1108	89	14	only	only	ADV
alkej-1108	89	15	stressed	stress	VERB
alkej-1108	89	16	individual	individual	ADJ
alkej-1108	89	17	supply	supply	NOUN
alkej-1108	89	18	chains	chain	NOUN
alkej-1108	89	19	but	but	CCONJ
alkej-1108	89	20	also	also	ADV
alkej-1108	89	21	catalysed	catalyse	VERB
alkej-1108	89	22	unprecedented	unprecedented	ADJ
alkej-1108	89	23	cross	cross	ADJ
alkej-1108	89	24	-	-	ADJ
alkej-1108	89	25	sector	sector	ADJ
alkej-1108	89	26	collaborations	collaboration	NOUN
alkej-1108	89	27	,	,	PUNCT
alkej-1108	89	28	exemplifying	exemplify	VERB
alkej-1108	89	29	how	how	SCONJ
alkej-1108	89	30	industries	industry	NOUN
alkej-1108	89	31	can	can	AUX
alkej-1108	89	32	dynamically	dynamically	ADV
alkej-1108	89	33	reconfigure	reconfigure	VERB
alkej-1108	89	34	under	under	ADP
alkej-1108	89	35	extreme	extreme	ADJ
alkej-1108	89	36	pressure	pressure	NOUN
alkej-1108	89	37	.	.	PUNCT
alkej-1108	90	1	a	a	DET
alkej-1108	90	2	notable	notable	ADJ
alkej-1108	90	3	case	case	NOUN
alkej-1108	90	4	is	be	AUX
alkej-1108	90	5	the	the	DET
alkej-1108	90	6	intertwining	intertwining	NOUN
alkej-1108	90	7	of	of	ADP
alkej-1108	90	8	the	the	DET
alkej-1108	90	9	automotive	automotive	ADJ
alkej-1108	90	10	and	and	CCONJ
alkej-1108	90	11	medical	medical	ADJ
alkej-1108	90	12	device	device	NOUN
alkej-1108	90	13	supply	supply	NOUN
alkej-1108	90	14	networks	network	NOUN
alkej-1108	90	15	to	to	PART
alkej-1108	90	16	rapidly	rapidly	ADV
alkej-1108	90	17	scale	scale	VERB
alkej-1108	90	18	the	the	DET
alkej-1108	90	19	production	production	NOUN
alkej-1108	90	20	of	of	ADP
alkej-1108	90	21	ventilators	ventilator	NOUN
alkej-1108	90	22	,	,	PUNCT
alkej-1108	90	23	a	a	DET
alkej-1108	90	24	critical	critical	ADJ
alkej-1108	90	25	medical	medical	ADJ
alkej-1108	90	26	resource	resource	NOUN
alkej-1108	90	27	during	during	ADP
alkej-1108	90	28	the	the	DET
alkej-1108	90	29	height	height	NOUN
alkej-1108	90	30	of	of	ADP
alkej-1108	90	31	the	the	DET
alkej-1108	90	32	crisis	crisis	NOUN
alkej-1108	90	33	.	.	PUNCT
alkej-1108	91	1	automotive	automotive	ADJ
alkej-1108	91	2	manufacturers	manufacturer	NOUN
alkej-1108	91	3	,	,	PUNCT
alkej-1108	91	4	equipped	equip	VERB
alkej-1108	91	5	with	with	ADP
alkej-1108	91	6	robust	robust	ADJ
alkej-1108	91	7	production	production	NOUN
alkej-1108	91	8	systems	system	NOUN
alkej-1108	91	9	,	,	PUNCT
alkej-1108	91	10	advanced	advanced	ADJ
alkej-1108	91	11	logistics	logistic	NOUN
alkej-1108	91	12	networks	network	NOUN
alkej-1108	91	13	and	and	CCONJ
alkej-1108	91	14	precision	precision	NOUN
alkej-1108	91	15	engineering	engineering	NOUN
alkej-1108	91	16	capabilities	capability	NOUN
alkej-1108	91	17	,	,	PUNCT
alkej-1108	91	18	collaborated	collaborate	VERB
alkej-1108	91	19	with	with	ADP
alkej-1108	91	20	medical	medical	ADJ
alkej-1108	91	21	device	device	NOUN
alkej-1108	91	22	firms	firm	NOUN
alkej-1108	91	23	to	to	PART
alkej-1108	91	24	meet	meet	VERB
alkej-1108	91	25	the	the	DET
alkej-1108	91	26	surging	surge	VERB
alkej-1108	91	27	demand	demand	NOUN
alkej-1108	91	28	.	.	PUNCT
alkej-1108	92	1	this	this	DET
alkej-1108	92	2	emergent	emergent	ADJ
alkej-1108	92	3	partnership	partnership	NOUN
alkej-1108	92	4	showcases	showcase	VERB
alkej-1108	92	5	the	the	DET
alkej-1108	92	6	adaptive	adaptive	ADJ
alkej-1108	92	7	capacity	capacity	NOUN
alkej-1108	92	8	of	of	ADP
alkej-1108	92	9	supply	supply	NOUN
alkej-1108	92	10	chains	chain	NOUN
alkej-1108	92	11	to	to	PART
alkej-1108	92	12	transcend	transcend	VERB
alkej-1108	92	13	sectoral	sectoral	ADJ
alkej-1108	92	14	boundaries	boundary	NOUN
alkej-1108	92	15	when	when	SCONJ
alkej-1108	92	16	confronted	confront	VERB
alkej-1108	92	17	with	with	ADP
alkej-1108	92	18	urgent	urgent	PROPN
alkej-1108	92	19	societal	societal	ADJ
alkej-1108	92	20	needs	need	VERB
alkej-1108	92	21	[	[	X
alkej-1108	92	22	7	7	NUM
alkej-1108	92	23	]	]	PUNCT
alkej-1108	92	24	.	.	PUNCT
alkej-1108	93	1	this	this	DET
alkej-1108	93	2	case	case	NOUN
alkej-1108	93	3	also	also	ADV
alkej-1108	93	4	exemplifies	exemplify	VERB
alkej-1108	93	5	the	the	DET
alkej-1108	93	6	concept	concept	NOUN
alkej-1108	93	7	of	of	ADP
alkej-1108	93	8	complex	complex	ADJ
alkej-1108	93	9	interdependencies	interdependency	NOUN
alkej-1108	93	10	,	,	PUNCT
alkej-1108	93	11	where	where	SCONJ
alkej-1108	93	12	agility	agility	NOUN
alkej-1108	93	13	and	and	CCONJ
alkej-1108	93	14	openness	openness	NOUN
alkej-1108	93	15	to	to	ADP
alkej-1108	93	16	cross	cross	ADJ
alkej-1108	93	17	-	-	ADJ
alkej-1108	93	18	industry	industry	ADJ
alkej-1108	93	19	integration	integration	NOUN
alkej-1108	93	20	became	become	VERB
alkej-1108	93	21	essential	essential	ADJ
alkej-1108	93	22	features	feature	NOUN
alkej-1108	93	23	of	of	ADP
alkej-1108	93	24	resilience	resilience	NOUN
alkej-1108	93	25	.	.	PUNCT
alkej-1108	94	1	rather	rather	ADV
alkej-1108	94	2	than	than	ADP
alkej-1108	94	3	being	be	AUX
alkej-1108	94	4	confined	confine	VERB
alkej-1108	94	5	to	to	ADP
alkej-1108	94	6	traditional	traditional	ADJ
alkej-1108	94	7	roles	role	NOUN
alkej-1108	94	8	,	,	PUNCT
alkej-1108	94	9	supply	supply	NOUN
alkej-1108	94	10	chains	chain	NOUN
alkej-1108	94	11	displayed	display	VERB
alkej-1108	94	12	fluidity	fluidity	NOUN
alkej-1108	94	13	—	—	PUNCT
alkej-1108	94	14	repurposing	repurpose	VERB
alkej-1108	94	15	tooling	tooling	NOUN
alkej-1108	94	16	lines	line	NOUN
alkej-1108	94	17	,	,	PUNCT
alkej-1108	94	18	reallocating	reallocate	VERB
alkej-1108	94	19	resources	resource	NOUN
alkej-1108	94	20	and	and	CCONJ
alkej-1108	94	21	merging	merge	VERB
alkej-1108	94	22	knowledge	knowledge	NOUN
alkej-1108	94	23	systems	system	NOUN
alkej-1108	94	24	in	in	ADP
alkej-1108	94	25	real	real	ADJ
alkej-1108	94	26	-	-	PUNCT
alkej-1108	94	27	time	time	NOUN
alkej-1108	94	28	.	.	PUNCT
alkej-1108	95	1	it	it	PRON
alkej-1108	95	2	also	also	ADV
alkej-1108	95	3	highlights	highlight	VERB
alkej-1108	95	4	the	the	DET
alkej-1108	95	5	importance	importance	NOUN
alkej-1108	95	6	of	of	ADP
alkej-1108	95	7	modular	modular	ADJ
alkej-1108	95	8	design	design	NOUN
alkej-1108	95	9	,	,	PUNCT
alkej-1108	95	10	interoperable	interoperable	ADJ
alkej-1108	95	11	systems	system	NOUN
alkej-1108	95	12	and	and	CCONJ
alkej-1108	95	13	multi	multi	ADJ
alkej-1108	95	14	-	-	ADJ
alkej-1108	95	15	use	use	ADJ
alkej-1108	95	16	capabilities	capability	NOUN
alkej-1108	95	17	in	in	ADP
alkej-1108	95	18	future	future	ADJ
alkej-1108	95	19	supply	supply	NOUN
alkej-1108	95	20	chain	chain	NOUN
alkej-1108	95	21	planning	planning	NOUN
alkej-1108	95	22	.	.	PUNCT
alkej-1108	96	1	for	for	ADP
alkej-1108	96	2	ppc	ppc	NOUN
alkej-1108	96	3	,	,	PUNCT
alkej-1108	96	4	this	this	DET
alkej-1108	96	5	case	case	NOUN
alkej-1108	96	6	emphasises	emphasise	VERB
alkej-1108	96	7	the	the	DET
alkej-1108	96	8	need	need	NOUN
alkej-1108	96	9	for	for	ADP
alkej-1108	96	10	flexible	flexible	ADJ
alkej-1108	96	11	planning	planning	NOUN
alkej-1108	96	12	frameworks	framework	NOUN
alkej-1108	96	13	that	that	PRON
alkej-1108	96	14	allow	allow	VERB
alkej-1108	96	15	organisations	organisation	NOUN
alkej-1108	96	16	to	to	PART
alkej-1108	96	17	shift	shift	VERB
alkej-1108	96	18	focus	focus	NOUN
alkej-1108	96	19	,	,	PUNCT
alkej-1108	96	20	reprioritise	reprioritise	NOUN
alkej-1108	96	21	outputs	output	NOUN
alkej-1108	96	22	and	and	CCONJ
alkej-1108	96	23	collaborate	collaborate	VERB
alkej-1108	96	24	across	across	ADP
alkej-1108	96	25	industry	industry	NOUN
alkej-1108	96	26	boundaries	boundary	NOUN
alkej-1108	96	27	without	without	ADP
alkej-1108	96	28	compromising	compromise	VERB
alkej-1108	96	29	efficiency	efficiency	NOUN
alkej-1108	96	30	or	or	CCONJ
alkej-1108	96	31	compliance	compliance	NOUN
alkej-1108	96	32	[	[	X
alkej-1108	96	33	7	7	NUM
alkej-1108	96	34	]	]	PUNCT
alkej-1108	96	35	.	.	PUNCT
alkej-1108	97	1	3.4.2	3.4.2	NUM
alkej-1108	97	2	corporate	corporate	ADJ
alkej-1108	97	3	case	case	NOUN
alkej-1108	97	4	studies	study	VERB
alkej-1108	97	5	a	a	DET
alkej-1108	97	6	study	study	NOUN
alkej-1108	97	7	that	that	PRON
alkej-1108	97	8	examined	examine	VERB
alkej-1108	97	9	corporate	corporate	ADJ
alkej-1108	97	10	case	case	NOUN
alkej-1108	97	11	studies	study	NOUN
alkej-1108	97	12	revealed	reveal	VERB
alkej-1108	97	13	that	that	SCONJ
alkej-1108	97	14	the	the	DET
alkej-1108	97	15	leading	lead	VERB
alkej-1108	97	16	firms	firm	NOUN
alkej-1108	97	17	enhanced	enhance	VERB
alkej-1108	97	18	their	their	PRON
alkej-1108	97	19	scr	scr	NOUN
alkej-1108	97	20	through	through	ADP
alkej-1108	97	21	flexibility	flexibility	NOUN
alkej-1108	97	22	,	,	PUNCT
alkej-1108	97	23	rapid	rapid	ADJ
alkej-1108	97	24	response	response	NOUN
alkej-1108	97	25	and	and	CCONJ
alkej-1108	97	26	proactive	proactive	ADJ
alkej-1108	97	27	planning	planning	NOUN
alkej-1108	97	28	.	.	PUNCT
alkej-1108	98	1	rice	rice	NOUN
alkej-1108	98	2	and	and	CCONJ
alkej-1108	98	3	sheffi	sheffi	PROPN
alkej-1108	99	1	[	[	X
alkej-1108	99	2	28	28	NUM
alkej-1108	99	3	]	]	PUNCT
alkej-1108	99	4	examined	examine	VERB
alkej-1108	99	5	how	how	SCONJ
alkej-1108	99	6	giant	giant	ADJ
alkej-1108	99	7	companies	company	NOUN
alkej-1108	99	8	such	such	ADJ
alkej-1108	99	9	as	as	ADP
alkej-1108	99	10	land	land	NOUN
alkej-1108	99	11	rover	rover	NOUN
alkej-1108	99	12	,	,	PUNCT
alkej-1108	99	13	aisin	aisin	PROPN
alkej-1108	99	14	seiki	seiki	PROPN
alkej-1108	99	15	co.	co.	PROPN
alkej-1108	99	16	,	,	PUNCT
alkej-1108	99	17	united	united	PROPN
alkej-1108	99	18	parcel	parcel	PROPN
alkej-1108	99	19	service	service	PROPN
alkej-1108	99	20	(	(	PUNCT
alkej-1108	99	21	ups	up	NOUN
alkej-1108	99	22	)	)	PUNCT
alkej-1108	99	23	,	,	PUNCT
alkej-1108	99	24	dell	dell	NOUN
alkej-1108	99	25	,	,	PUNCT
alkej-1108	99	26	baxter	baxter	PROPN
alkej-1108	99	27	international	international	PROPN
alkej-1108	99	28	,	,	PUNCT
alkej-1108	99	29	dhl	dhl	PROPN
alkej-1108	99	30	and	and	CCONJ
alkej-1108	99	31	nokia	nokia	NOUN
alkej-1108	99	32	embedded	embed	VERB
alkej-1108	99	33	agility	agility	NOUN
alkej-1108	99	34	into	into	ADP
alkej-1108	99	35	their	their	PRON
alkej-1108	99	36	supply	supply	NOUN
alkej-1108	99	37	chain	chain	NOUN
alkej-1108	99	38	operations	operation	NOUN
alkej-1108	99	39	in	in	ADP
alkej-1108	99	40	order	order	NOUN
alkej-1108	99	41	to	to	PART
alkej-1108	99	42	understand	understand	VERB
alkej-1108	99	43	how	how	SCONJ
alkej-1108	99	44	they	they	PRON
alkej-1108	99	45	adapted	adapt	VERB
alkej-1108	99	46	to	to	PART
alkej-1108	99	47	supply	supply	VERB
alkej-1108	99	48	chain	chain	NOUN
alkej-1108	99	49	disruptions	disruption	NOUN
alkej-1108	99	50	.	.	PUNCT
alkej-1108	100	1	the	the	DET
alkej-1108	100	2	stated	state	VERB
alkej-1108	100	3	companies	company	NOUN
alkej-1108	100	4	faced	face	VERB
alkej-1108	100	5	various	various	ADJ
alkej-1108	100	6	disruptions	disruption	NOUN
alkej-1108	100	7	,	,	PUNCT
alkej-1108	100	8	including	include	VERB
alkej-1108	100	9	natural	natural	ADJ
alkej-1108	100	10	disasters	disaster	NOUN
alkej-1108	100	11	,	,	PUNCT
alkej-1108	100	12	supplier	supplier	NOUN
alkej-1108	100	13	problems	problem	NOUN
alkej-1108	100	14	and	and	CCONJ
alkej-1108	100	15	geopolitical	geopolitical	ADJ
alkej-1108	100	16	risks	risk	NOUN
alkej-1108	100	17	,	,	PUNCT
alkej-1108	100	18	but	but	CCONJ
alkej-1108	100	19	successfully	successfully	ADV
alkej-1108	100	20	overcame	overcome	VERB
alkej-1108	100	21	those	those	PRON
alkej-1108	100	22	through	through	ADP
alkej-1108	100	23	structural	structural	ADJ
alkej-1108	100	24	and	and	CCONJ
alkej-1108	100	25	strategic	strategic	ADJ
alkej-1108	100	26	flexibility	flexibility	NOUN
alkej-1108	100	27	.	.	PUNCT
alkej-1108	101	1	the	the	DET
alkej-1108	101	2	success	success	NOUN
alkej-1108	101	3	was	be	AUX
alkej-1108	101	4	achieved	achieve	VERB
alkej-1108	101	5	through	through	ADP
alkej-1108	101	6	preemptive	preemptive	ADJ
alkej-1108	101	7	investments	investment	NOUN
alkej-1108	101	8	in	in	ADP
alkej-1108	101	9	supply	supply	NOUN
alkej-1108	101	10	chain	chain	NOUN
alkej-1108	101	11	agility	agility	NOUN
alkej-1108	101	12	.	.	PUNCT
alkej-1108	102	1	for	for	ADP
alkej-1108	102	2	example	example	NOUN
alkej-1108	102	3	,	,	PUNCT
alkej-1108	102	4	dell	dell	PROPN
alkej-1108	102	5	leveraged	leverage	VERB
alkej-1108	102	6	built	build	VERB
alkej-1108	102	7	-	-	PUNCT
alkej-1108	102	8	to	to	ADP
alkej-1108	102	9	-	-	PUNCT
alkej-1108	102	10	order	order	NOUN
alkej-1108	102	11	models	model	NOUN
alkej-1108	102	12	and	and	CCONJ
alkej-1108	102	13	real	real	ADJ
alkej-1108	102	14	-	-	PUNCT
alkej-1108	102	15	time	time	NOUN
alkej-1108	102	16	information	information	NOUN
alkej-1108	102	17	,	,	PUNCT
alkej-1108	102	18	and	and	CCONJ
alkej-1108	102	19	dhl	dhl	NOUN
alkej-1108	102	20	and	and	CCONJ
alkej-1108	102	21	ups	up	NOUN
alkej-1108	102	22	capitalised	capitalise	VERB
alkej-1108	102	23	on	on	ADP
alkej-1108	102	24	network	network	NOUN
alkej-1108	102	25	redundancy	redundancy	NOUN
alkej-1108	102	26	and	and	CCONJ
alkej-1108	102	27	visibility	visibility	NOUN
alkej-1108	102	28	tools	tool	NOUN
alkej-1108	102	29	to	to	PART
alkej-1108	102	30	reroute	reroute	VERB
alkej-1108	102	31	operations	operation	NOUN
alkej-1108	102	32	during	during	ADP
alkej-1108	102	33	crises	crisis	NOUN
alkej-1108	102	34	.	.	PUNCT
alkej-1108	103	1	these	these	DET
alkej-1108	103	2	examples	example	NOUN
alkej-1108	103	3	collectively	collectively	ADV
alkej-1108	103	4	show	show	VERB
alkej-1108	103	5	that	that	SCONJ
alkej-1108	103	6	resilience	resilience	NOUN
alkej-1108	103	7	is	be	AUX
alkej-1108	103	8	not	not	PART
alkej-1108	103	9	merely	merely	ADV
alkej-1108	103	10	a	a	DET
alkej-1108	103	11	reactive	reactive	ADJ
alkej-1108	103	12	capability	capability	NOUN
alkej-1108	103	13	but	but	CCONJ
alkej-1108	103	14	a	a	DET
alkej-1108	103	15	designed	design	VERB
alkej-1108	103	16	-	-	PUNCT
alkej-1108	103	17	in	in	ADP
alkej-1108	103	18	feature	feature	NOUN
alkej-1108	103	19	enabled	enable	VERB
alkej-1108	103	20	by	by	ADP
alkej-1108	103	21	flexible	flexible	ADJ
alkej-1108	103	22	procurement	procurement	NOUN
alkej-1108	103	23	contracts	contract	NOUN
alkej-1108	103	24	,	,	PUNCT
alkej-1108	103	25	diversified	diversified	ADJ
alkej-1108	103	26	supplier	supplier	NOUN
alkej-1108	103	27	bases	basis	NOUN
alkej-1108	103	28	,	,	PUNCT
alkej-1108	103	29	it	it	PRON
alkej-1108	103	30	infrastructure	infrastructure	NOUN
alkej-1108	103	31	and	and	CCONJ
alkej-1108	103	32	empowered	empower	VERB
alkej-1108	103	33	response	response	NOUN
alkej-1108	103	34	teams	team	NOUN
alkej-1108	103	35	.	.	PUNCT
alkej-1108	104	1	the	the	DET
alkej-1108	104	2	ability	ability	NOUN
alkej-1108	104	3	to	to	PART
alkej-1108	104	4	detect	detect	VERB
alkej-1108	104	5	,	,	PUNCT
alkej-1108	104	6	interpret	interpret	VERB
alkej-1108	104	7	and	and	CCONJ
alkej-1108	104	8	act	act	VERB
alkej-1108	104	9	on	on	ADP
alkej-1108	104	10	disruption	disruption	NOUN
alkej-1108	104	11	signals	signal	NOUN
alkej-1108	104	12	early	early	ADV
alkej-1108	104	13	—	—	PUNCT
alkej-1108	104	14	while	while	SCONJ
alkej-1108	104	15	maintaining	maintain	VERB
alkej-1108	104	16	service	service	NOUN
alkej-1108	104	17	levels	level	NOUN
alkej-1108	104	18	—	—	PUNCT
alkej-1108	104	19	positions	position	NOUN
alkej-1108	104	20	such	such	ADJ
alkej-1108	104	21	companies	company	NOUN
alkej-1108	104	22	to	to	PART
alkej-1108	104	23	not	not	PART
alkej-1108	104	24	only	only	ADV
alkej-1108	104	25	recover	recover	VERB
alkej-1108	104	26	but	but	CCONJ
alkej-1108	104	27	also	also	ADV
alkej-1108	104	28	to	to	PART
alkej-1108	104	29	gain	gain	VERB
alkej-1108	104	30	a	a	DET
alkej-1108	104	31	competitive	competitive	ADJ
alkej-1108	104	32	advantage	advantage	NOUN
alkej-1108	104	33	in	in	ADP
alkej-1108	104	34	turbulent	turbulent	ADJ
alkej-1108	104	35	environments	environment	NOUN
alkej-1108	104	36	[	[	X
alkej-1108	104	37	28	28	NUM
alkej-1108	104	38	]	]	PUNCT
alkej-1108	104	39	.	.	PUNCT
alkej-1108	105	1	3.5	3.5	NUM
alkej-1108	105	2	lean	lean	ADJ
alkej-1108	105	3	manufacturing	manufacturing	NOUN
alkej-1108	105	4	limitations	limitation	NOUN
alkej-1108	105	5	recent	recent	ADJ
alkej-1108	105	6	research	research	NOUN
alkej-1108	105	7	highlights	highlight	VERB
alkej-1108	105	8	the	the	DET
alkej-1108	105	9	limitations	limitation	NOUN
alkej-1108	105	10	of	of	ADP
alkej-1108	105	11	lean	lean	ADJ
alkej-1108	105	12	manufacturing	manufacturing	NOUN
alkej-1108	105	13	and	and	CCONJ
alkej-1108	105	14	just	just	ADV
alkej-1108	105	15	-	-	PUNCT
alkej-1108	105	16	in	in	ADP
alkej-1108	105	17	-	-	PUNCT
alkej-1108	105	18	time	time	NOUN
alkej-1108	105	19	inventory	inventory	NOUN
alkej-1108	105	20	systems	system	NOUN
alkej-1108	105	21	in	in	ADP
alkej-1108	105	22	the	the	DET
alkej-1108	105	23	face	face	NOUN
alkej-1108	105	24	of	of	ADP
alkej-1108	105	25	disruptions	disruption	NOUN
alkej-1108	105	26	.	.	PUNCT
alkej-1108	106	1	while	while	SCONJ
alkej-1108	106	2	these	these	DET
alkej-1108	106	3	practices	practice	NOUN
alkej-1108	106	4	enhance	enhance	VERB
alkej-1108	106	5	efficiency	efficiency	NOUN
alkej-1108	106	6	under	under	ADP
alkej-1108	106	7	normal	normal	ADJ
alkej-1108	106	8	conditions	condition	NOUN
alkej-1108	106	9	,	,	PUNCT
alkej-1108	106	10	they	they	PRON
alkej-1108	106	11	can	can	AUX
alkej-1108	106	12	exacerbate	exacerbate	VERB
alkej-1108	106	13	the	the	DET
alkej-1108	106	14	impact	impact	NOUN
alkej-1108	106	15	of	of	ADP
alkej-1108	106	16	disruptions	disruption	NOUN
alkej-1108	106	17	due	due	ADJ
alkej-1108	106	18	to	to	ADP
alkej-1108	106	19	minimal	minimal	ADJ
alkej-1108	106	20	buffer	buffer	NOUN
alkej-1108	106	21	stocks	stock	NOUN
alkej-1108	106	22	and	and	CCONJ
alkej-1108	106	23	reliance	reliance	NOUN
alkej-1108	106	24	on	on	ADP
alkej-1108	106	25	precise	precise	ADJ
alkej-1108	106	26	timing	timing	NOUN
alkej-1108	106	27	[	[	X
alkej-1108	106	28	4][29	4][29	NOUN
alkej-1108	106	29	]	]	X
alkej-1108	106	30	.	.	PUNCT
alkej-1108	107	1	the	the	DET
alkej-1108	107	2	covid-19	covid-19	PROPN
alkej-1108	107	3	pandemic	pandemic	NOUN
alkej-1108	107	4	exposed	expose	VERB
alkej-1108	107	5	the	the	DET
alkej-1108	107	6	lack	lack	NOUN
alkej-1108	107	7	of	of	ADP
alkej-1108	107	8	resilience	resilience	NOUN
alkej-1108	107	9	in	in	ADP
alkej-1108	107	10	supply	supply	NOUN
alkej-1108	107	11	chains	chain	NOUN
alkej-1108	107	12	,	,	PUNCT
alkej-1108	107	13	prompting	prompt	VERB
alkej-1108	107	14	a	a	DET
alkej-1108	107	15	reevaluation	reevaluation	NOUN
alkej-1108	107	16	of	of	ADP
alkej-1108	107	17	these	these	DET
alkej-1108	107	18	practices	practice	NOUN
alkej-1108	107	19	[	[	X
alkej-1108	107	20	30	30	NUM
alkej-1108	107	21	]	]	PUNCT
alkej-1108	107	22	.	.	PUNCT
alkej-1108	108	1	more	more	ADV
alkej-1108	108	2	resilient	resilient	ADJ
alkej-1108	108	3	approaches	approach	NOUN
alkej-1108	108	4	are	be	AUX
alkej-1108	108	5	needed	need	VERB
alkej-1108	108	6	that	that	SCONJ
alkej-1108	108	7	balance	balance	NOUN
alkej-1108	108	8	efficiency	efficiency	NOUN
alkej-1108	108	9	with	with	ADP
alkej-1108	108	10	risk	risk	NOUN
alkej-1108	108	11	mitigation	mitigation	NOUN
alkej-1108	108	12	.	.	PUNCT
alkej-1108	109	1	solutions	solution	NOUN
alkej-1108	109	2	proposed	propose	VERB
alkej-1108	109	3	include	include	VERB
alkej-1108	109	4	jaharah	jaharah	PROPN
alkej-1108	109	5	a.ghani	a.ghani	PROPN
alkej-1108	109	6	al	al	PROPN
alkej-1108	109	7	-	-	PUNCT
alkej-1108	109	8	khwarizmi	khwarizmi	PROPN
alkej-1108	109	9	engineering	engineering	NOUN
alkej-1108	109	10	journal	journal	PROPN
alkej-1108	109	11	,	,	PUNCT
alkej-1108	109	12	vol	vol	NOUN
alkej-1108	109	13	.	.	PROPN
alkej-1108	109	14	21	21	NUM
alkej-1108	109	15	,	,	PUNCT
alkej-1108	109	16	no.3	no.3	VERB
alkej-1108	109	17	,	,	PUNCT
alkej-1108	109	18	pp	pp	X
alkej-1108	109	19	.	.	PUNCT
alkej-1108	110	1	97105	97105	NUM
alkej-1108	110	2	(	(	PUNCT
alkej-1108	110	3	2025	2025	NUM
alkej-1108	110	4	)	)	PUNCT
alkej-1108	111	1	101	101	NUM
alkej-1108	111	2	integrating	integrate	VERB
alkej-1108	111	3	resilience	resilience	NOUN
alkej-1108	111	4	principles	principle	NOUN
alkej-1108	111	5	into	into	ADP
alkej-1108	111	6	lean	lean	ADJ
alkej-1108	111	7	manufacturing	manufacturing	NOUN
alkej-1108	111	8	systems	system	NOUN
alkej-1108	111	9	,	,	PUNCT
alkej-1108	111	10	implementing	implement	VERB
alkej-1108	111	11	the	the	DET
alkej-1108	111	12	scram	scram	NOUN
alkej-1108	111	13	framework	framework	NOUN
alkej-1108	111	14	to	to	PART
alkej-1108	111	15	assess	assess	VERB
alkej-1108	111	16	and	and	CCONJ
alkej-1108	111	17	manage	manage	VERB
alkej-1108	111	18	supply	supply	NOUN
alkej-1108	111	19	chain	chain	NOUN
alkej-1108	111	20	vulnerabilities	vulnerability	NOUN
alkej-1108	111	21	[	[	X
alkej-1108	111	22	4	4	NUM
alkej-1108	111	23	]	]	PUNCT
alkej-1108	111	24	and	and	CCONJ
alkej-1108	111	25	adopting	adopt	VERB
alkej-1108	111	26	a	a	DET
alkej-1108	111	27	dynamic	dynamic	ADJ
alkej-1108	111	28	mix	mix	NOUN
alkej-1108	111	29	of	of	ADP
alkej-1108	111	30	lean	lean	ADJ
alkej-1108	111	31	and	and	CCONJ
alkej-1108	111	32	legacy	legacy	NOUN
alkej-1108	111	33	supply	supply	NOUN
alkej-1108	111	34	chain	chain	NOUN
alkej-1108	111	35	practices	practice	NOUN
alkej-1108	111	36	through	through	ADP
alkej-1108	111	37	coordinated	coordinated	ADJ
alkej-1108	111	38	demand	demand	NOUN
alkej-1108	111	39	-	-	PUNCT
alkej-1108	111	40	driven	drive	VERB
alkej-1108	111	41	production	production	NOUN
alkej-1108	111	42	[	[	X
alkej-1108	111	43	31	31	NUM
alkej-1108	111	44	]	]	PUNCT
alkej-1108	111	45	.	.	PUNCT
alkej-1108	112	1	these	these	DET
alkej-1108	112	2	solutions	solution	NOUN
alkej-1108	112	3	aim	aim	VERB
alkej-1108	112	4	to	to	PART
alkej-1108	112	5	create	create	VERB
alkej-1108	112	6	flexible	flexible	ADJ
alkej-1108	112	7	and	and	CCONJ
alkej-1108	112	8	resilient	resilient	ADJ
alkej-1108	112	9	production	production	NOUN
alkej-1108	112	10	systems	system	NOUN
alkej-1108	112	11	that	that	PRON
alkej-1108	112	12	can	can	AUX
alkej-1108	112	13	respond	respond	VERB
alkej-1108	112	14	effectively	effectively	ADV
alkej-1108	112	15	to	to	ADP
alkej-1108	112	16	disruptions	disruption	NOUN
alkej-1108	112	17	while	while	SCONJ
alkej-1108	112	18	maintaining	maintain	VERB
alkej-1108	112	19	efficiency	efficiency	NOUN
alkej-1108	112	20	.	.	PUNCT
alkej-1108	113	1	3.6	3.6	NUM
alkej-1108	113	2	resilience	resilience	NOUN
alkej-1108	113	3	in	in	ADP
alkej-1108	113	4	production	production	NOUN
alkej-1108	113	5	planning	planning	NOUN
alkej-1108	113	6	and	and	CCONJ
alkej-1108	113	7	control	control	VERB
alkej-1108	113	8	the	the	DET
alkej-1108	113	9	integration	integration	NOUN
alkej-1108	113	10	of	of	ADP
alkej-1108	113	11	advanced	advanced	ADJ
alkej-1108	113	12	technologies	technology	NOUN
alkej-1108	113	13	to	to	PART
alkej-1108	113	14	strengthen	strengthen	VERB
alkej-1108	113	15	scr	scr	NOUN
alkej-1108	113	16	and	and	CCONJ
alkej-1108	113	17	production	production	NOUN
alkej-1108	113	18	planning	planning	NOUN
alkej-1108	113	19	was	be	AUX
alkej-1108	113	20	highlighted	highlight	VERB
alkej-1108	113	21	recently	recently	ADV
alkej-1108	113	22	.	.	PUNCT
alkej-1108	114	1	in	in	ADP
alkej-1108	114	2	complex	complex	ADJ
alkej-1108	114	3	manufacturing	manufacturing	NOUN
alkej-1108	114	4	environments	environment	NOUN
alkej-1108	114	5	,	,	PUNCT
alkej-1108	114	6	digital	digital	ADJ
alkej-1108	114	7	twins	twin	NOUN
alkej-1108	114	8	,	,	PUNCT
alkej-1108	114	9	which	which	PRON
alkej-1108	114	10	leverage	leverage	NOUN
alkej-1108	114	11	machine	machine	NOUN
alkej-1108	114	12	learning	learning	NOUN
alkej-1108	114	13	and	and	CCONJ
alkej-1108	114	14	real	real	ADJ
alkej-1108	114	15	-	-	PUNCT
alkej-1108	114	16	time	time	NOUN
alkej-1108	114	17	data	datum	NOUN
alkej-1108	114	18	,	,	PUNCT
alkej-1108	114	19	are	be	AUX
alkej-1108	114	20	key	key	ADJ
alkej-1108	114	21	elements	element	NOUN
alkej-1108	114	22	that	that	PRON
alkej-1108	114	23	enable	enable	VERB
alkej-1108	114	24	proactive	proactive	ADJ
alkej-1108	114	25	risk	risk	NOUN
alkej-1108	114	26	management	management	NOUN
alkej-1108	114	27	and	and	CCONJ
alkej-1108	114	28	adaptive	adaptive	ADJ
alkej-1108	114	29	decision	decision	NOUN
alkej-1108	114	30	-	-	PUNCT
alkej-1108	114	31	making	making	NOUN
alkej-1108	114	32	[	[	X
alkej-1108	114	33	10][13	10][13	NOUN
alkej-1108	114	34	]	]	X
alkej-1108	114	35	.	.	PUNCT
alkej-1108	115	1	these	these	DET
alkej-1108	115	2	technologies	technology	NOUN
alkej-1108	115	3	facilitate	facilitate	VERB
alkej-1108	115	4	end	end	NOUN
alkej-1108	115	5	-	-	PUNCT
alkej-1108	115	6	to	to	ADP
alkej-1108	115	7	-	-	PUNCT
alkej-1108	115	8	end	end	NOUN
alkej-1108	115	9	visibility	visibility	NOUN
alkej-1108	115	10	,	,	PUNCT
alkej-1108	115	11	allowing	allow	VERB
alkej-1108	115	12	organisations	organisation	NOUN
alkej-1108	115	13	to	to	PART
alkej-1108	115	14	anticipate	anticipate	VERB
alkej-1108	115	15	and	and	CCONJ
alkej-1108	115	16	respond	respond	VERB
alkej-1108	115	17	to	to	ADP
alkej-1108	115	18	disruptions	disruption	NOUN
alkej-1108	115	19	effectively	effectively	ADV
alkej-1108	115	20	[	[	X
alkej-1108	115	21	10	10	NUM
alkej-1108	115	22	]	]	PUNCT
alkej-1108	115	23	.	.	PUNCT
alkej-1108	116	1	demand	demand	NOUN
alkej-1108	116	2	forecasting	forecasting	NOUN
alkej-1108	116	3	and	and	CCONJ
alkej-1108	116	4	risk	risk	NOUN
alkej-1108	116	5	assessment	assessment	NOUN
alkej-1108	116	6	capabilities	capability	NOUN
alkej-1108	116	7	across	across	ADP
alkej-1108	116	8	the	the	DET
alkej-1108	116	9	supply	supply	NOUN
alkej-1108	116	10	chain	chain	NOUN
alkej-1108	116	11	are	be	AUX
alkej-1108	116	12	improved	improve	VERB
alkej-1108	116	13	by	by	ADP
alkej-1108	116	14	utilising	utilise	VERB
alkej-1108	116	15	predictive	predictive	ADJ
alkej-1108	116	16	analytics	analytic	NOUN
alkej-1108	116	17	and	and	CCONJ
alkej-1108	116	18	data	datum	NOUN
alkej-1108	116	19	-	-	PUNCT
alkej-1108	116	20	driven	drive	VERB
alkej-1108	116	21	strategies	strategy	NOUN
alkej-1108	116	22	,	,	PUNCT
alkej-1108	116	23	incorporating	incorporate	VERB
alkej-1108	116	24	iot	iot	ADJ
alkej-1108	116	25	and	and	CCONJ
alkej-1108	116	26	cloud	cloud	NOUN
alkej-1108	116	27	computing	computing	NOUN
alkej-1108	116	28	[	[	X
alkej-1108	116	29	32	32	NUM
alkej-1108	116	30	]	]	PUNCT
alkej-1108	116	31	.	.	PUNCT
alkej-1108	117	1	machine	machine	NOUN
alkej-1108	117	2	learning	learn	VERB
alkej-1108	117	3	algorithms	algorithm	NOUN
alkej-1108	117	4	can	can	AUX
alkej-1108	117	5	be	be	AUX
alkej-1108	117	6	combined	combine	VERB
alkej-1108	117	7	with	with	ADP
alkej-1108	117	8	production	production	NOUN
alkej-1108	117	9	system	system	NOUN
alkej-1108	117	10	data	datum	NOUN
alkej-1108	117	11	to	to	PART
alkej-1108	117	12	implement	implement	VERB
alkej-1108	117	13	intelligent	intelligent	ADJ
alkej-1108	117	14	digital	digital	ADJ
alkej-1108	117	15	twins	twin	NOUN
alkej-1108	117	16	for	for	ADP
alkej-1108	117	17	adaptive	adaptive	ADJ
alkej-1108	117	18	ppc	ppc	NOUN
alkej-1108	117	19	[	[	X
alkej-1108	117	20	11	11	NUM
alkej-1108	117	21	]	]	PUNCT
alkej-1108	117	22	.	.	PUNCT
alkej-1108	118	1	these	these	DET
alkej-1108	118	2	approaches	approach	NOUN
alkej-1108	118	3	offer	offer	VERB
alkej-1108	118	4	significant	significant	ADJ
alkej-1108	118	5	potential	potential	NOUN
alkej-1108	118	6	for	for	ADP
alkej-1108	118	7	enhancing	enhance	VERB
alkej-1108	118	8	scr	scr	NOUN
alkej-1108	118	9	and	and	CCONJ
alkej-1108	118	10	operational	operational	ADJ
alkej-1108	118	11	efficiency	efficiency	NOUN
alkej-1108	118	12	due	due	ADP
alkej-1108	118	13	to	to	ADP
alkej-1108	118	14	increasing	increase	VERB
alkej-1108	118	15	market	market	NOUN
alkej-1108	118	16	volatility	volatility	NOUN
alkej-1108	118	17	and	and	CCONJ
alkej-1108	118	18	disruptions	disruption	NOUN
alkej-1108	118	19	.	.	PUNCT
alkej-1108	119	1	recent	recent	ADJ
alkej-1108	119	2	research	research	NOUN
alkej-1108	119	3	on	on	ADP
alkej-1108	119	4	scr	scr	NOUN
alkej-1108	119	5	metrics	metric	NOUN
alkej-1108	119	6	emphasises	emphasise	VERB
alkej-1108	119	7	the	the	DET
alkej-1108	119	8	importance	importance	NOUN
alkej-1108	119	9	of	of	ADP
alkej-1108	119	10	resilience	resilience	NOUN
alkej-1108	119	11	by	by	ADP
alkej-1108	119	12	evaluating	evaluate	VERB
alkej-1108	119	13	its	its	PRON
alkej-1108	119	14	strategies	strategy	NOUN
alkej-1108	119	15	.	.	PUNCT
alkej-1108	120	1	hosseini	hosseini	PROPN
alkej-1108	120	2	et	et	PROPN
alkej-1108	120	3	al	al	PROPN
alkej-1108	120	4	.	.	PUNCT
alkej-1108	121	1	[	[	X
alkej-1108	121	2	33	33	NUM
alkej-1108	121	3	]	]	PUNCT
alkej-1108	121	4	proposed	propose	VERB
alkej-1108	121	5	a	a	DET
alkej-1108	121	6	bayesian	bayesian	NOUN
alkej-1108	121	7	network	network	NOUN
alkej-1108	121	8	approach	approach	NOUN
alkej-1108	121	9	that	that	PRON
alkej-1108	121	10	balances	balance	VERB
alkej-1108	121	11	vulnerability	vulnerability	NOUN
alkej-1108	121	12	and	and	CCONJ
alkej-1108	121	13	recoverability	recoverability	NOUN
alkej-1108	121	14	to	to	PART
alkej-1108	121	15	measure	measure	VERB
alkej-1108	121	16	scr	scr	NOUN
alkej-1108	121	17	.	.	PUNCT
alkej-1108	122	1	meanwhile	meanwhile	ADV
alkej-1108	122	2	,	,	PUNCT
alkej-1108	122	3	a	a	DET
alkej-1108	122	4	new	new	ADJ
alkej-1108	122	5	resilience	resilience	NOUN
alkej-1108	122	6	measure	measure	NOUN
alkej-1108	122	7	based	base	VERB
alkej-1108	122	8	on	on	ADP
alkej-1108	122	9	the	the	DET
alkej-1108	122	10	ratio	ratio	NOUN
alkej-1108	122	11	of	of	ADP
alkej-1108	122	12	system	system	NOUN
alkej-1108	122	13	performance	performance	NOUN
alkej-1108	122	14	after	after	SCONJ
alkej-1108	122	15	disruption	disruption	NOUN
alkej-1108	122	16	to	to	ADP
alkej-1108	122	17	normal	normal	ADJ
alkej-1108	122	18	state	state	NOUN
alkej-1108	122	19	performance	performance	NOUN
alkej-1108	122	20	was	be	AUX
alkej-1108	122	21	introduced	introduce	VERB
alkej-1108	122	22	by	by	ADP
alkej-1108	122	23	li	li	PROPN
alkej-1108	122	24	et	et	PROPN
alkej-1108	122	25	al	al	PROPN
alkej-1108	122	26	.	.	PUNCT
alkej-1108	123	1	[	[	X
alkej-1108	123	2	34	34	NUM
alkej-1108	123	3	]	]	PUNCT
alkej-1108	123	4	.	.	PUNCT
alkej-1108	124	1	ribeiro	ribeiro	PROPN
alkej-1108	124	2	&	&	CCONJ
alkej-1108	124	3	barbosa	barbosa	PROPN
alkej-1108	124	4	-	-	PUNCT
alkej-1108	124	5	póvoa	póvoa	PROPN
alkej-1108	124	6	[	[	X
alkej-1108	124	7	9	9	NUM
alkej-1108	124	8	]	]	PUNCT
alkej-1108	124	9	developed	develop	VERB
alkej-1108	124	10	a	a	DET
alkej-1108	124	11	responsiveness	responsiveness	NOUN
alkej-1108	124	12	metric	metric	ADJ
alkej-1108	124	13	incorporating	incorporate	VERB
alkej-1108	124	14	economic	economic	ADJ
alkej-1108	124	15	and	and	CCONJ
alkej-1108	124	16	customer	customer	NOUN
alkej-1108	124	17	impact	impact	NOUN
alkej-1108	124	18	objectives	objective	NOUN
alkej-1108	124	19	for	for	ADP
alkej-1108	124	20	resilient	resilient	ADJ
alkej-1108	124	21	supply	supply	NOUN
alkej-1108	124	22	chain	chain	NOUN
alkej-1108	124	23	design	design	NOUN
alkej-1108	124	24	and	and	CCONJ
alkej-1108	124	25	planning	planning	NOUN
alkej-1108	124	26	.	.	PUNCT
alkej-1108	125	1	additionally	additionally	ADV
alkej-1108	125	2	,	,	PUNCT
alkej-1108	125	3	existing	exist	VERB
alkej-1108	125	4	scr	scr	NOUN
alkej-1108	125	5	metrics	metric	NOUN
alkej-1108	125	6	were	be	AUX
alkej-1108	125	7	reviewed	review	VERB
alkej-1108	125	8	by	by	ADP
alkej-1108	125	9	behzadi	behzadi	NOUN
alkej-1108	125	10	et	et	PROPN
alkej-1108	125	11	al	al	PROPN
alkej-1108	125	12	.	.	PUNCT
alkej-1108	126	1	[	[	X
alkej-1108	126	2	6	6	NUM
alkej-1108	126	3	]	]	PUNCT
alkej-1108	126	4	,	,	PUNCT
alkej-1108	126	5	who	who	PRON
alkej-1108	126	6	proposed	propose	VERB
alkej-1108	126	7	a	a	DET
alkej-1108	126	8	new	new	ADJ
alkej-1108	126	9	measure	measure	NOUN
alkej-1108	126	10	called	call	VERB
alkej-1108	126	11	the	the	DET
alkej-1108	126	12	net	net	ADJ
alkej-1108	126	13	present	present	ADJ
alkej-1108	126	14	value	value	NOUN
alkej-1108	126	15	of	of	ADP
alkej-1108	126	16	the	the	DET
alkej-1108	126	17	loss	loss	NOUN
alkej-1108	126	18	of	of	ADP
alkej-1108	126	19	profit	profit	NOUN
alkej-1108	126	20	(	(	PUNCT
alkej-1108	126	21	npv	npv	NOUN
alkej-1108	126	22	-	-	PUNCT
alkej-1108	126	23	lp	lp	NOUN
alkej-1108	126	24	)	)	PUNCT
alkej-1108	126	25	.	.	PUNCT
alkej-1108	127	1	table	table	NOUN
alkej-1108	127	2	1	1	NUM
alkej-1108	127	3	shows	show	VERB
alkej-1108	127	4	the	the	DET
alkej-1108	127	5	comparative	comparative	ADJ
alkej-1108	127	6	table	table	NOUN
alkej-1108	127	7	of	of	ADP
alkej-1108	127	8	scr	scr	NOUN
alkej-1108	127	9	metrics	metric	NOUN
alkej-1108	127	10	.	.	PUNCT
alkej-1108	128	1	table	table	NOUN
alkej-1108	128	2	1	1	NUM
alkej-1108	128	3	.	.	PUNCT
alkej-1108	128	4	comparative	comparative	ADJ
alkej-1108	128	5	table	table	NOUN
alkej-1108	128	6	of	of	ADP
alkej-1108	128	7	scr	scr	NOUN
alkej-1108	128	8	metrics	metric	NOUN
alkej-1108	128	9	metric	metric	ADJ
alkej-1108	128	10	approach	approach	NOUN
alkej-1108	128	11	focus	focus	NOUN
alkej-1108	128	12	strengths	strength	NOUN
alkej-1108	128	13	limitations	limitation	NOUN
alkej-1108	128	14	best	good	ADJ
alkej-1108	128	15	use	use	NOUN
alkej-1108	128	16	case	case	NOUN
alkej-1108	128	17	bayesian	bayesian	NOUN
alkej-1108	128	18	network	network	NOUN
alkej-1108	128	19	[	[	X
alkej-1108	128	20	29	29	NUM
alkej-1108	128	21	]	]	X
alkej-1108	128	22	probabilistic	probabilistic	ADJ
alkej-1108	128	23	graphical	graphical	ADJ
alkej-1108	128	24	model	model	NOUN
alkej-1108	128	25	vulnerability	vulnerability	NOUN
alkej-1108	128	26	and	and	CCONJ
alkej-1108	128	27	recoverability	recoverability	NOUN
alkej-1108	128	28	handles	handle	NOUN
alkej-1108	128	29	uncertainty	uncertainty	NOUN
alkej-1108	128	30	,	,	PUNCT
alkej-1108	128	31	models	model	VERB
alkej-1108	128	32	complex	complex	ADJ
alkej-1108	128	33	interdependencies	interdependency	NOUN
alkej-1108	128	34	high	high	ADJ
alkej-1108	128	35	data	datum	NOUN
alkej-1108	128	36	/	/	SYM
alkej-1108	128	37	expert	expert	NOUN
alkej-1108	128	38	input	input	NOUN
alkej-1108	128	39	demand	demand	NOUN
alkej-1108	128	40	strategic	strategic	ADJ
alkej-1108	128	41	risk	risk	NOUN
alkej-1108	128	42	analysis	analysis	NOUN
alkej-1108	128	43	,	,	PUNCT
alkej-1108	128	44	scenario	scenario	NOUN
alkej-1108	128	45	planning	planning	NOUN
alkej-1108	128	46	performance	performance	NOUN
alkej-1108	128	47	ratio	ratio	NOUN
alkej-1108	128	48	[	[	X
alkej-1108	128	49	30	30	NUM
alkej-1108	128	50	]	]	X
alkej-1108	128	51	ratio	ratio	NOUN
alkej-1108	128	52	-	-	PUNCT
alkej-1108	128	53	based	base	VERB
alkej-1108	128	54	performance	performance	NOUN
alkej-1108	128	55	measure	measure	NOUN
alkej-1108	128	56	post	post	ADJ
alkej-1108	128	57	-	-	ADJ
alkej-1108	128	58	disruption	disruption	ADJ
alkej-1108	128	59	performance	performance	NOUN
alkej-1108	128	60	vs.	vs.	ADP
alkej-1108	128	61	normal	normal	ADJ
alkej-1108	128	62	simple	simple	ADJ
alkej-1108	128	63	,	,	PUNCT
alkej-1108	128	64	intuitive	intuitive	ADJ
alkej-1108	128	65	,	,	PUNCT
alkej-1108	128	66	fast	fast	ADJ
alkej-1108	128	67	to	to	PART
alkej-1108	128	68	apply	apply	VERB
alkej-1108	128	69	ignores	ignore	VERB
alkej-1108	128	70	long	long	ADJ
alkej-1108	128	71	-	-	PUNCT
alkej-1108	128	72	term	term	NOUN
alkej-1108	128	73	effects	effect	NOUN
alkej-1108	128	74	,	,	PUNCT
alkej-1108	128	75	oversimplifies	oversimplifie	NOUN
alkej-1108	128	76	dynamics	dynamic	NOUN
alkej-1108	128	77	quick	quick	ADJ
alkej-1108	128	78	diagnostics	diagnostic	NOUN
alkej-1108	128	79	,	,	PUNCT
alkej-1108	128	80	comparative	comparative	ADJ
alkej-1108	128	81	benchmarking	benchmarking	NOUN
alkej-1108	128	82	responsivene	responsivene	NOUN
alkej-1108	129	1	ss	ss	PROPN
alkej-1108	129	2	metric	metric	ADJ
alkej-1108	129	3	[	[	X
alkej-1108	129	4	9	9	NUM
alkej-1108	129	5	]	]	X
alkej-1108	129	6	multi	multi	ADJ
alkej-1108	129	7	-	-	ADJ
alkej-1108	129	8	objective	objective	ADJ
alkej-1108	129	9	optimisation	optimisation	NOUN
alkej-1108	129	10	economic	economic	ADJ
alkej-1108	129	11	+	+	CCONJ
alkej-1108	129	12	customer	customer	NOUN
alkej-1108	129	13	impact	impact	NOUN
alkej-1108	129	14	holistic	holistic	ADJ
alkej-1108	129	15	,	,	PUNCT
alkej-1108	129	16	aligned	align	VERB
alkej-1108	129	17	with	with	ADP
alkej-1108	129	18	planning	planning	NOUN
alkej-1108	129	19	goals	goal	NOUN
alkej-1108	129	20	computationally	computationally	ADV
alkej-1108	129	21	intensive	intensive	ADJ
alkej-1108	129	22	design	design	NOUN
alkej-1108	129	23	and	and	CCONJ
alkej-1108	129	24	policy	policy	NOUN
alkej-1108	129	25	optimisation	optimisation	NOUN
alkej-1108	129	26	npv	npv	NOUN
alkej-1108	129	27	-	-	PUNCT
alkej-1108	129	28	lp	lp	NOUN
alkej-1108	130	1	[	[	X
alkej-1108	130	2	6	6	NUM
alkej-1108	130	3	]	]	X
alkej-1108	130	4	economic	economic	ADJ
alkej-1108	130	5	loss	loss	NOUN
alkej-1108	130	6	quantification	quantification	NOUN
alkej-1108	130	7	financial	financial	ADJ
alkej-1108	130	8	impact	impact	NOUN
alkej-1108	130	9	(	(	PUNCT
alkej-1108	130	10	profit	profit	NOUN
alkej-1108	130	11	loss	loss	NOUN
alkej-1108	130	12	)	)	PUNCT
alkej-1108	130	13	financial	financial	ADJ
alkej-1108	130	14	rigor	rigor	NOUN
alkej-1108	130	15	,	,	PUNCT
alkej-1108	130	16	supports	support	VERB
alkej-1108	130	17	roi	roi	NOUN
alkej-1108	130	18	evaluation	evaluation	NOUN
alkej-1108	130	19	data	datum	NOUN
alkej-1108	130	20	-	-	PUNCT
alkej-1108	130	21	intensive	intensive	ADJ
alkej-1108	130	22	,	,	PUNCT
alkej-1108	130	23	excludes	exclude	VERB
alkej-1108	130	24	qualitative	qualitative	ADJ
alkej-1108	130	25	factors	factor	NOUN
alkej-1108	130	26	investment	investment	NOUN
alkej-1108	130	27	justification	justification	NOUN
alkej-1108	130	28	,	,	PUNCT
alkej-1108	130	29	costbenefit	costbenefit	VERB
alkej-1108	130	30	analysis	analysis	NOUN
alkej-1108	130	31	these	these	DET
alkej-1108	130	32	studies	study	NOUN
alkej-1108	130	33	help	help	VERB
alkej-1108	130	34	to	to	PART
alkej-1108	130	35	identify	identify	VERB
alkej-1108	130	36	the	the	DET
alkej-1108	130	37	need	need	NOUN
alkej-1108	130	38	for	for	ADP
alkej-1108	130	39	comprehensive	comprehensive	ADJ
alkej-1108	130	40	metrics	metric	NOUN
alkej-1108	130	41	that	that	PRON
alkej-1108	130	42	consider	consider	VERB
alkej-1108	130	43	multiple	multiple	ADJ
alkej-1108	130	44	factors	factor	NOUN
alkej-1108	130	45	,	,	PUNCT
alkej-1108	130	46	including	include	VERB
alkej-1108	130	47	recovery	recovery	NOUN
alkej-1108	130	48	time	time	NOUN
alkej-1108	130	49	,	,	PUNCT
alkej-1108	130	50	system	system	NOUN
alkej-1108	130	51	performance	performance	NOUN
alkej-1108	130	52	,	,	PUNCT
alkej-1108	130	53	economic	economic	ADJ
alkej-1108	130	54	impact	impact	NOUN
alkej-1108	130	55	and	and	CCONJ
alkej-1108	130	56	customer	customer	NOUN
alkej-1108	130	57	responsiveness	responsiveness	NOUN
alkej-1108	130	58	.	.	PUNCT
alkej-1108	131	1	this	this	PRON
alkej-1108	131	2	enables	enable	VERB
alkej-1108	131	3	for	for	ADP
alkej-1108	131	4	better	well	ADJ
alkej-1108	131	5	effective	effective	ADJ
alkej-1108	131	6	decision	decision	NOUN
alkej-1108	131	7	-	-	PUNCT
alkej-1108	131	8	making	making	NOUN
alkej-1108	131	9	in	in	ADP
alkej-1108	131	10	supply	supply	NOUN
alkej-1108	131	11	chain	chain	NOUN
alkej-1108	131	12	management	management	NOUN
alkej-1108	131	13	and	and	CCONJ
alkej-1108	131	14	enhances	enhance	VERB
alkej-1108	131	15	overall	overall	ADJ
alkej-1108	131	16	resilience	resilience	NOUN
alkej-1108	131	17	to	to	ADP
alkej-1108	131	18	disruptions	disruption	NOUN
alkej-1108	131	19	.	.	PUNCT
alkej-1108	132	1	3.7	3.7	NUM
alkej-1108	132	2	applications	application	NOUN
alkej-1108	132	3	in	in	ADP
alkej-1108	132	4	industry	industry	NOUN
alkej-1108	132	5	the	the	DET
alkej-1108	132	6	importance	importance	NOUN
alkej-1108	132	7	of	of	ADP
alkej-1108	132	8	ai	ai	NOUN
alkej-1108	132	9	in	in	ADP
alkej-1108	132	10	enhancing	enhance	VERB
alkej-1108	132	11	scr	scr	NOUN
alkej-1108	132	12	across	across	ADP
alkej-1108	132	13	industries	industry	NOUN
alkej-1108	132	14	continues	continue	VERB
alkej-1108	132	15	to	to	PART
alkej-1108	132	16	grow	grow	VERB
alkej-1108	132	17	,	,	PUNCT
alkej-1108	132	18	as	as	SCONJ
alkej-1108	132	19	highlighted	highlight	VERB
alkej-1108	132	20	by	by	ADP
alkej-1108	132	21	recent	recent	ADJ
alkej-1108	132	22	research	research	NOUN
alkej-1108	132	23	.	.	PUNCT
alkej-1108	133	1	in	in	ADP
alkej-1108	133	2	manufacturing	manufacturing	NOUN
alkej-1108	133	3	,	,	PUNCT
alkej-1108	133	4	ai	ai	AUX
alkej-1108	133	5	applications	application	NOUN
alkej-1108	133	6	contribute	contribute	VERB
alkej-1108	133	7	significantly	significantly	ADV
alkej-1108	133	8	to	to	ADP
alkej-1108	133	9	predictive	predictive	ADJ
alkej-1108	133	10	maintenance	maintenance	NOUN
alkej-1108	133	11	,	,	PUNCT
alkej-1108	133	12	risk	risk	NOUN
alkej-1108	133	13	mitigation	mitigation	NOUN
alkej-1108	133	14	and	and	CCONJ
alkej-1108	133	15	quality	quality	NOUN
alkej-1108	133	16	control	control	NOUN
alkej-1108	133	17	,	,	PUNCT
alkej-1108	133	18	with	with	ADP
alkej-1108	133	19	machine	machine	NOUN
alkej-1108	133	20	learning	learning	NOUN
alkej-1108	133	21	and	and	CCONJ
alkej-1108	133	22	deep	deep	ADJ
alkej-1108	133	23	learning	learning	NOUN
alkej-1108	133	24	being	be	AUX
alkej-1108	133	25	the	the	DET
alkej-1108	133	26	predominant	predominant	ADJ
alkej-1108	133	27	technologies	technology	NOUN
alkej-1108	133	28	[	[	X
alkej-1108	133	29	12	12	NUM
alkej-1108	133	30	]	]	PUNCT
alkej-1108	133	31	.	.	PUNCT
alkej-1108	134	1	the	the	DET
alkej-1108	134	2	healthcare	healthcare	NOUN
alkej-1108	134	3	sector	sector	NOUN
alkej-1108	134	4	has	have	AUX
alkej-1108	134	5	leveraged	leverage	VERB
alkej-1108	134	6	ai	ai	NOUN
alkej-1108	134	7	,	,	PUNCT
alkej-1108	134	8	blockchain	blockchain	NOUN
alkej-1108	134	9	and	and	CCONJ
alkej-1108	134	10	big	big	ADJ
alkej-1108	134	11	data	datum	NOUN
alkej-1108	134	12	analytics	analytic	NOUN
alkej-1108	134	13	to	to	PART
alkej-1108	134	14	manage	manage	VERB
alkej-1108	134	15	disruptions	disruption	NOUN
alkej-1108	134	16	during	during	ADP
alkej-1108	134	17	the	the	DET
alkej-1108	134	18	covid-19	covid-19	PROPN
alkej-1108	134	19	pandemic	pandemic	NOUN
alkej-1108	134	20	,	,	PUNCT
alkej-1108	134	21	although	although	SCONJ
alkej-1108	134	22	practical	practical	ADJ
alkej-1108	134	23	applications	application	NOUN
alkej-1108	134	24	remain	remain	VERB
alkej-1108	134	25	limited	limited	ADJ
alkej-1108	134	26	[	[	X
alkej-1108	134	27	35	35	NUM
alkej-1108	134	28	]	]	PUNCT
alkej-1108	134	29	.	.	PUNCT
alkej-1108	135	1	ai	ai	VERB
alkej-1108	135	2	’s	’s	PART
alkej-1108	135	3	potential	potential	NOUN
alkej-1108	135	4	to	to	PART
alkej-1108	135	5	improve	improve	VERB
alkej-1108	135	6	scr	scr	NOUN
alkej-1108	135	7	is	be	AUX
alkej-1108	135	8	further	far	ADV
alkej-1108	135	9	emphasised	emphasise	VERB
alkej-1108	135	10	through	through	ADP
alkej-1108	135	11	early	early	ADJ
alkej-1108	135	12	risk	risk	NOUN
alkej-1108	135	13	identification	identification	NOUN
alkej-1108	135	14	,	,	PUNCT
alkej-1108	135	15	operation	operation	NOUN
alkej-1108	135	16	optimisation	optimisation	NOUN
alkej-1108	135	17	and	and	CCONJ
alkej-1108	135	18	enhanced	enhance	VERB
alkej-1108	135	19	decisionmaking	decisionmake	VERB
alkej-1108	135	20	[	[	X
alkej-1108	135	21	36	36	NUM
alkej-1108	135	22	]	]	PUNCT
alkej-1108	135	23	.	.	PUNCT
alkej-1108	136	1	in	in	ADP
alkej-1108	136	2	the	the	DET
alkej-1108	136	3	usa	usa	PROPN
alkej-1108	136	4	,	,	PUNCT
alkej-1108	136	5	companies	company	NOUN
alkej-1108	136	6	are	be	AUX
alkej-1108	136	7	jaharah	jaharah	PROPN
alkej-1108	136	8	a.ghani	a.ghani	PROPN
alkej-1108	136	9	al	al	PROPN
alkej-1108	136	10	-	-	PUNCT
alkej-1108	136	11	khwarizmi	khwarizmi	PROPN
alkej-1108	136	12	engineering	engineering	NOUN
alkej-1108	136	13	journal	journal	PROPN
alkej-1108	136	14	,	,	PUNCT
alkej-1108	136	15	vol	vol	NOUN
alkej-1108	136	16	.	.	PROPN
alkej-1108	136	17	21	21	NUM
alkej-1108	136	18	,	,	PUNCT
alkej-1108	136	19	no.3	no.3	VERB
alkej-1108	136	20	,	,	PUNCT
alkej-1108	136	21	pp	pp	X
alkej-1108	136	22	.	.	PUNCT
alkej-1108	137	1	97105	97105	NUM
alkej-1108	137	2	(	(	PUNCT
alkej-1108	137	3	2025	2025	NUM
alkej-1108	137	4	)	)	PUNCT
alkej-1108	137	5	102	102	NUM
alkej-1108	137	6	increasingly	increasingly	ADV
alkej-1108	137	7	adopting	adopt	VERB
alkej-1108	137	8	technologies	technology	NOUN
alkej-1108	137	9	such	such	ADJ
alkej-1108	137	10	as	as	ADP
alkej-1108	137	11	ai	ai	PROPN
alkej-1108	137	12	,	,	PUNCT
alkej-1108	137	13	blockchain	blockchain	PROPN
alkej-1108	137	14	and	and	CCONJ
alkej-1108	137	15	iot	iot	NOUN
alkej-1108	137	16	to	to	PART
alkej-1108	137	17	predict	predict	VERB
alkej-1108	137	18	disruptions	disruption	NOUN
alkej-1108	137	19	,	,	PUNCT
alkej-1108	137	20	optimise	optimise	ADJ
alkej-1108	137	21	operations	operation	NOUN
alkej-1108	137	22	and	and	CCONJ
alkej-1108	137	23	respond	respond	VERB
alkej-1108	137	24	swiftly	swiftly	ADV
alkej-1108	137	25	to	to	ADP
alkej-1108	137	26	challenges	challenge	NOUN
alkej-1108	137	27	,	,	PUNCT
alkej-1108	137	28	demonstrating	demonstrate	VERB
alkej-1108	137	29	the	the	DET
alkej-1108	137	30	critical	critical	ADJ
alkej-1108	137	31	role	role	NOUN
alkej-1108	137	32	of	of	ADP
alkej-1108	137	33	continuous	continuous	ADJ
alkej-1108	137	34	innovation	innovation	NOUN
alkej-1108	137	35	in	in	ADP
alkej-1108	137	36	maintaining	maintain	VERB
alkej-1108	137	37	operational	operational	ADJ
alkej-1108	137	38	continuity	continuity	NOUN
alkej-1108	137	39	[	[	X
alkej-1108	137	40	37	37	NUM
alkej-1108	137	41	]	]	PUNCT
alkej-1108	137	42	.	.	PUNCT
alkej-1108	138	1	3.8	3.8	NUM
alkej-1108	138	2	gaps	gap	NOUN
alkej-1108	138	3	in	in	ADP
alkej-1108	138	4	existing	exist	VERB
alkej-1108	138	5	knowledge	knowledge	NOUN
alkej-1108	138	6	recent	recent	ADJ
alkej-1108	138	7	research	research	NOUN
alkej-1108	138	8	highlights	highlight	VERB
alkej-1108	138	9	significant	significant	ADJ
alkej-1108	138	10	gaps	gap	NOUN
alkej-1108	138	11	in	in	ADP
alkej-1108	138	12	scr	scr	NOUN
alkej-1108	138	13	and	and	CCONJ
alkej-1108	138	14	sustainability	sustainability	NOUN
alkej-1108	138	15	.	.	PUNCT
alkej-1108	139	1	standardised	standardise	VERB
alkej-1108	139	2	metrics	metric	NOUN
alkej-1108	139	3	for	for	ADP
alkej-1108	139	4	measuring	measure	VERB
alkej-1108	139	5	resilience	resilience	NOUN
alkej-1108	139	6	are	be	AUX
alkej-1108	139	7	lacking	lack	VERB
alkej-1108	139	8	,	,	PUNCT
alkej-1108	139	9	making	make	VERB
alkej-1108	139	10	benchmarking	benchmarke	VERB
alkej-1108	139	11	challenging	challenge	VERB
alkej-1108	139	12	across	across	ADP
alkej-1108	139	13	industries	industry	NOUN
alkej-1108	139	14	[	[	X
alkej-1108	139	15	5][17	5][17	NUM
alkej-1108	139	16	]	]	X
alkej-1108	139	17	.	.	PUNCT
alkej-1108	140	1	in	in	ADP
alkej-1108	140	2	addition	addition	NOUN
alkej-1108	140	3	,	,	PUNCT
alkej-1108	140	4	the	the	DET
alkej-1108	140	5	relationship	relationship	NOUN
alkej-1108	140	6	between	between	ADP
alkej-1108	140	7	sustainability	sustainability	NOUN
alkej-1108	140	8	and	and	CCONJ
alkej-1108	140	9	resilience	resilience	NOUN
alkej-1108	140	10	remains	remain	VERB
alkej-1108	140	11	unclear	unclear	ADJ
alkej-1108	140	12	,	,	PUNCT
alkej-1108	140	13	with	with	ADP
alkej-1108	140	14	conflicting	conflicting	ADJ
alkej-1108	140	15	perspectives	perspective	NOUN
alkej-1108	140	16	on	on	ADP
alkej-1108	140	17	whether	whether	SCONJ
alkej-1108	140	18	they	they	PRON
alkej-1108	140	19	are	be	AUX
alkej-1108	140	20	separate	separate	ADJ
alkej-1108	140	21	concepts	concept	NOUN
alkej-1108	140	22	,	,	PUNCT
alkej-1108	140	23	components	component	NOUN
alkej-1108	140	24	of	of	ADP
alkej-1108	140	25	each	each	DET
alkej-1108	140	26	other	other	ADJ
alkej-1108	140	27	or	or	CCONJ
alkej-1108	140	28	synonymous	synonymous	ADJ
alkej-1108	140	29	[	[	X
alkej-1108	140	30	14	14	NUM
alkej-1108	140	31	]	]	PUNCT
alkej-1108	140	32	.	.	PUNCT
alkej-1108	141	1	this	this	DET
alkej-1108	141	2	ambiguity	ambiguity	NOUN
alkej-1108	141	3	extends	extend	VERB
alkej-1108	141	4	to	to	ADP
alkej-1108	141	5	implementation	implementation	NOUN
alkej-1108	141	6	methods	method	NOUN
alkej-1108	141	7	and	and	CCONJ
alkej-1108	141	8	performance	performance	NOUN
alkej-1108	141	9	measurements	measurement	NOUN
alkej-1108	141	10	[	[	X
alkej-1108	141	11	17	17	NUM
alkej-1108	141	12	]	]	PUNCT
alkej-1108	141	13	.	.	PUNCT
alkej-1108	142	1	exploring	explore	VERB
alkej-1108	142	2	how	how	SCONJ
alkej-1108	142	3	emerging	emerge	VERB
alkej-1108	142	4	technologies	technology	NOUN
alkej-1108	142	5	impact	impact	NOUN
alkej-1108	142	6	scr	scr	NOUN
alkej-1108	142	7	is	be	AUX
alkej-1108	142	8	necessary	necessary	ADJ
alkej-1108	142	9	as	as	ADV
alkej-1108	142	10	well	well	ADV
alkej-1108	142	11	.	.	PUNCT
alkej-1108	143	1	research	research	NOUN
alkej-1108	143	2	streams	stream	NOUN
alkej-1108	143	3	have	have	AUX
alkej-1108	143	4	developed	develop	VERB
alkej-1108	143	5	divergent	divergent	ADJ
alkej-1108	143	6	definitions	definition	NOUN
alkej-1108	143	7	and	and	CCONJ
alkej-1108	143	8	theories	theory	NOUN
alkej-1108	143	9	of	of	ADP
alkej-1108	143	10	resilience	resilience	NOUN
alkej-1108	143	11	,	,	PUNCT
alkej-1108	143	12	limiting	limit	VERB
alkej-1108	143	13	the	the	DET
alkej-1108	143	14	potential	potential	NOUN
alkej-1108	143	15	for	for	ADP
alkej-1108	143	16	generalisable	generalisable	ADJ
alkej-1108	143	17	principles	principle	NOUN
alkej-1108	143	18	[	[	X
alkej-1108	143	19	5	5	NUM
alkej-1108	143	20	]	]	PUNCT
alkej-1108	143	21	.	.	PUNCT
alkej-1108	144	1	future	future	ADJ
alkej-1108	144	2	research	research	NOUN
alkej-1108	144	3	should	should	AUX
alkej-1108	144	4	focus	focus	VERB
alkej-1108	144	5	on	on	ADP
alkej-1108	144	6	integrating	integrate	VERB
alkej-1108	144	7	existing	exist	VERB
alkej-1108	144	8	knowledge	knowledge	NOUN
alkej-1108	144	9	,	,	PUNCT
alkej-1108	144	10	developing	develop	VERB
alkej-1108	144	11	standardised	standardised	ADJ
alkej-1108	144	12	frameworks	framework	NOUN
alkej-1108	144	13	and	and	CCONJ
alkej-1108	144	14	investigating	investigate	VERB
alkej-1108	144	15	the	the	DET
alkej-1108	144	16	intersection	intersection	NOUN
alkej-1108	144	17	of	of	ADP
alkej-1108	144	18	sustainability	sustainability	NOUN
alkej-1108	144	19	and	and	CCONJ
alkej-1108	144	20	resilience	resilience	NOUN
alkej-1108	144	21	strategies	strategy	NOUN
alkej-1108	144	22	to	to	PART
alkej-1108	144	23	address	address	VERB
alkej-1108	144	24	these	these	DET
alkej-1108	144	25	gaps	gap	NOUN
alkej-1108	144	26	[	[	X
alkej-1108	144	27	14][17	14][17	PROPN
alkej-1108	144	28	]	]	X
alkej-1108	144	29	.	.	PUNCT
alkej-1108	145	1	3.8.1	3.8.1	NUM
alkej-1108	145	2	future	future	ADJ
alkej-1108	145	3	recommendations	recommendation	NOUN
alkej-1108	145	4	integration	integration	NOUN
alkej-1108	145	5	of	of	ADP
alkej-1108	145	6	digital	digital	ADJ
alkej-1108	145	7	twins	twin	NOUN
alkej-1108	145	8	and	and	CCONJ
alkej-1108	145	9	predictive	predictive	ADJ
alkej-1108	145	10	analytics	analytic	NOUN
alkej-1108	145	11	future	future	ADJ
alkej-1108	145	12	research	research	NOUN
alkej-1108	145	13	should	should	AUX
alkej-1108	145	14	explore	explore	VERB
alkej-1108	145	15	how	how	SCONJ
alkej-1108	145	16	digital	digital	ADJ
alkej-1108	145	17	twins	twin	NOUN
alkej-1108	145	18	,	,	PUNCT
alkej-1108	145	19	enhanced	enhance	VERB
alkej-1108	145	20	by	by	ADP
alkej-1108	145	21	machine	machine	NOUN
alkej-1108	145	22	learning	learning	NOUN
alkej-1108	145	23	and	and	CCONJ
alkej-1108	145	24	real	real	ADJ
alkej-1108	145	25	-	-	PUNCT
alkej-1108	145	26	time	time	NOUN
alkej-1108	145	27	analytics	analytic	NOUN
alkej-1108	145	28	,	,	PUNCT
alkej-1108	145	29	can	can	AUX
alkej-1108	145	30	be	be	AUX
alkej-1108	145	31	systematically	systematically	ADV
alkej-1108	145	32	embedded	embed	VERB
alkej-1108	145	33	into	into	ADP
alkej-1108	145	34	ppc	ppc	NOUN
alkej-1108	145	35	systems	system	NOUN
alkej-1108	145	36	to	to	PART
alkej-1108	145	37	simulate	simulate	VERB
alkej-1108	145	38	disruption	disruption	NOUN
alkej-1108	145	39	scenarios	scenario	NOUN
alkej-1108	145	40	and	and	CCONJ
alkej-1108	145	41	design	design	VERB
alkej-1108	145	42	proactive	proactive	ADJ
alkej-1108	145	43	response	response	NOUN
alkej-1108	145	44	strategies	strategy	NOUN
alkej-1108	145	45	[	[	X
alkej-1108	145	46	10	10	NUM
alkej-1108	145	47	]	]	PUNCT
alkej-1108	145	48	.	.	PUNCT
alkej-1108	146	1	these	these	DET
alkej-1108	146	2	tools	tool	NOUN
alkej-1108	146	3	can	can	AUX
alkej-1108	146	4	improve	improve	VERB
alkej-1108	146	5	visibility	visibility	NOUN
alkej-1108	146	6	,	,	PUNCT
alkej-1108	146	7	reduce	reduce	VERB
alkej-1108	146	8	lead	lead	NOUN
alkej-1108	146	9	times	time	NOUN
alkej-1108	146	10	and	and	CCONJ
alkej-1108	146	11	support	support	VERB
alkej-1108	146	12	decision	decision	NOUN
alkej-1108	146	13	-	-	PUNCT
alkej-1108	146	14	making	making	NOUN
alkej-1108	146	15	during	during	ADP
alkej-1108	146	16	uncertainty	uncertainty	NOUN
alkej-1108	146	17	.	.	PUNCT
alkej-1108	147	1	hybrid	hybrid	ADJ
alkej-1108	147	2	resilience	resilience	NOUN
alkej-1108	147	3	-	-	PUNCT
alkej-1108	147	4	efficiency	efficiency	NOUN
alkej-1108	147	5	models	model	NOUN
alkej-1108	147	6	there	there	PRON
alkej-1108	147	7	is	be	VERB
alkej-1108	147	8	an	an	DET
alkej-1108	147	9	urgent	urgent	ADJ
alkej-1108	147	10	need	need	NOUN
alkej-1108	147	11	to	to	PART
alkej-1108	147	12	develop	develop	VERB
alkej-1108	147	13	hybrid	hybrid	ADJ
alkej-1108	147	14	models	model	NOUN
alkej-1108	147	15	that	that	PRON
alkej-1108	147	16	integrate	integrate	VERB
alkej-1108	147	17	resilience	resilience	NOUN
alkej-1108	147	18	with	with	ADP
alkej-1108	147	19	the	the	DET
alkej-1108	147	20	efficiency	efficiency	NOUN
alkej-1108	147	21	of	of	ADP
alkej-1108	147	22	lean	lean	ADJ
alkej-1108	147	23	systems	system	NOUN
alkej-1108	147	24	.	.	PUNCT
alkej-1108	148	1	this	this	DET
alkej-1108	148	2	approach	approach	NOUN
alkej-1108	148	3	may	may	AUX
alkej-1108	148	4	include	include	VERB
alkej-1108	148	5	the	the	DET
alkej-1108	148	6	incorporation	incorporation	NOUN
alkej-1108	148	7	of	of	ADP
alkej-1108	148	8	selective	selective	ADJ
alkej-1108	148	9	redundancies	redundancy	NOUN
alkej-1108	148	10	,	,	PUNCT
alkej-1108	148	11	dynamic	dynamic	ADJ
alkej-1108	148	12	safety	safety	NOUN
alkej-1108	148	13	stocks	stock	NOUN
alkej-1108	148	14	and	and	CCONJ
alkej-1108	148	15	risk	risk	NOUN
alkej-1108	148	16	-	-	PUNCT
alkej-1108	148	17	based	base	VERB
alkej-1108	148	18	segmentation	segmentation	NOUN
alkej-1108	148	19	in	in	ADP
alkej-1108	148	20	inventory	inventory	NOUN
alkej-1108	148	21	and	and	CCONJ
alkej-1108	148	22	supplier	supplier	NOUN
alkej-1108	148	23	strategies	strategy	NOUN
alkej-1108	148	24	.	.	PUNCT
alkej-1108	149	1	cyber	cyber	NOUN
alkej-1108	149	2	-	-	PUNCT
alkej-1108	149	3	resilience	resilience	NOUN
alkej-1108	149	4	frameworks	framework	NOUN
alkej-1108	149	5	in	in	ADP
alkej-1108	149	6	ppc	ppc	NOUN
alkej-1108	149	7	with	with	ADP
alkej-1108	149	8	digital	digital	ADJ
alkej-1108	149	9	transformation	transformation	NOUN
alkej-1108	149	10	accelerating	accelerate	VERB
alkej-1108	150	1	,	,	PUNCT
alkej-1108	150	2	future	future	ADJ
alkej-1108	150	3	research	research	NOUN
alkej-1108	150	4	should	should	AUX
alkej-1108	150	5	prioritise	prioritise	VERB
alkej-1108	150	6	cybersecurity	cybersecurity	NOUN
alkej-1108	150	7	in	in	ADP
alkej-1108	150	8	ppc	ppc	ADJ
alkej-1108	150	9	environments	environment	NOUN
alkej-1108	150	10	.	.	PUNCT
alkej-1108	151	1	interdisciplinary	interdisciplinary	ADJ
alkej-1108	151	2	studies	study	NOUN
alkej-1108	151	3	can	can	AUX
alkej-1108	151	4	bridge	bridge	VERB
alkej-1108	151	5	the	the	DET
alkej-1108	151	6	gap	gap	NOUN
alkej-1108	151	7	between	between	ADP
alkej-1108	151	8	supply	supply	NOUN
alkej-1108	151	9	chain	chain	NOUN
alkej-1108	151	10	operations	operation	NOUN
alkej-1108	151	11	and	and	CCONJ
alkej-1108	151	12	information	information	NOUN
alkej-1108	151	13	security	security	NOUN
alkej-1108	151	14	,	,	PUNCT
alkej-1108	151	15	contributing	contribute	VERB
alkej-1108	151	16	to	to	ADP
alkej-1108	151	17	more	more	ADV
alkej-1108	151	18	secure	secure	ADJ
alkej-1108	151	19	and	and	CCONJ
alkej-1108	151	20	resilient	resilient	ADJ
alkej-1108	151	21	digital	digital	ADJ
alkej-1108	151	22	ecosystems	ecosystem	NOUN
alkej-1108	151	23	[	[	X
alkej-1108	151	24	38	38	NUM
alkej-1108	151	25	]	]	PUNCT
alkej-1108	151	26	.	.	PUNCT
alkej-1108	152	1	cross	cross	ADJ
alkej-1108	152	2	-	-	ADJ
alkej-1108	152	3	sector	sector	ADJ
alkej-1108	152	4	resilience	resilience	NOUN
alkej-1108	152	5	strategies	strategie	VERB
alkej-1108	152	6	real	real	ADJ
alkej-1108	152	7	-	-	PUNCT
alkej-1108	152	8	world	world	NOUN
alkej-1108	152	9	case	case	NOUN
alkej-1108	152	10	studies	study	NOUN
alkej-1108	152	11	from	from	ADP
alkej-1108	152	12	the	the	DET
alkej-1108	152	13	covid-19	covid-19	PROPN
alkej-1108	152	14	pandemic	pandemic	NOUN
alkej-1108	152	15	illustrate	illustrate	VERB
alkej-1108	152	16	the	the	DET
alkej-1108	152	17	potential	potential	NOUN
alkej-1108	152	18	of	of	ADP
alkej-1108	152	19	cross	cross	ADJ
alkej-1108	152	20	-	-	ADJ
alkej-1108	152	21	sector	sector	ADJ
alkej-1108	152	22	collaboration	collaboration	NOUN
alkej-1108	152	23	in	in	ADP
alkej-1108	152	24	enhancing	enhance	VERB
alkej-1108	152	25	agility	agility	NOUN
alkej-1108	152	26	and	and	CCONJ
alkej-1108	152	27	modular	modular	ADJ
alkej-1108	152	28	adaptability	adaptability	NOUN
alkej-1108	152	29	.	.	PUNCT
alkej-1108	153	1	investigating	investigate	VERB
alkej-1108	153	2	frameworks	framework	NOUN
alkej-1108	153	3	for	for	ADP
alkej-1108	153	4	interindustry	interindustry	NOUN
alkej-1108	153	5	cooperation	cooperation	NOUN
alkej-1108	153	6	,	,	PUNCT
alkej-1108	153	7	such	such	ADJ
alkej-1108	153	8	as	as	ADP
alkej-1108	153	9	shared	share	VERB
alkej-1108	153	10	production	production	NOUN
alkej-1108	153	11	capacities	capacity	NOUN
alkej-1108	153	12	and	and	CCONJ
alkej-1108	153	13	interchangeable	interchangeable	ADJ
alkej-1108	153	14	components	component	NOUN
alkej-1108	153	15	,	,	PUNCT
alkej-1108	153	16	can	can	AUX
alkej-1108	153	17	support	support	VERB
alkej-1108	153	18	systemic	systemic	ADJ
alkej-1108	153	19	resilience	resilience	NOUN
alkej-1108	153	20	[	[	X
alkej-1108	153	21	10	10	NUM
alkej-1108	153	22	]	]	PUNCT
alkej-1108	153	23	.	.	PUNCT
alkej-1108	154	1	resilience	resilience	NOUN
alkej-1108	154	2	metrics	metric	NOUN
alkej-1108	154	3	and	and	CCONJ
alkej-1108	154	4	decision	decision	NOUN
alkej-1108	154	5	-	-	PUNCT
alkej-1108	154	6	support	support	NOUN
alkej-1108	154	7	tools	tool	NOUN
alkej-1108	154	8	the	the	DET
alkej-1108	154	9	development	development	NOUN
alkej-1108	154	10	of	of	ADP
alkej-1108	154	11	standardised	standardised	ADJ
alkej-1108	154	12	resilience	resilience	NOUN
alkej-1108	154	13	metrics	metric	NOUN
alkej-1108	154	14	and	and	CCONJ
alkej-1108	154	15	decision	decision	NOUN
alkej-1108	154	16	-	-	PUNCT
alkej-1108	154	17	support	support	NOUN
alkej-1108	154	18	dashboards	dashboard	NOUN
alkej-1108	154	19	,	,	PUNCT
alkej-1108	154	20	which	which	PRON
alkej-1108	154	21	include	include	VERB
alkej-1108	154	22	real	real	ADJ
alkej-1108	154	23	-	-	PUNCT
alkej-1108	154	24	time	time	NOUN
alkej-1108	154	25	monitoring	monitoring	NOUN
alkej-1108	154	26	and	and	CCONJ
alkej-1108	154	27	scenario	scenario	NOUN
alkej-1108	154	28	modeling	modeling	NOUN
alkej-1108	154	29	,	,	PUNCT
alkej-1108	154	30	can	can	AUX
alkej-1108	154	31	significantly	significantly	ADV
alkej-1108	154	32	enhance	enhance	VERB
alkej-1108	154	33	risk	risk	NOUN
alkej-1108	154	34	visibility	visibility	NOUN
alkej-1108	154	35	and	and	CCONJ
alkej-1108	154	36	responsiveness	responsiveness	NOUN
alkej-1108	154	37	across	across	ADP
alkej-1108	154	38	production	production	NOUN
alkej-1108	154	39	systems	system	NOUN
alkej-1108	154	40	[	[	X
alkej-1108	154	41	35	35	NUM
alkej-1108	154	42	]	]	PUNCT
alkej-1108	154	43	.	.	PUNCT
alkej-1108	155	1	policy	policy	NOUN
alkej-1108	155	2	and	and	CCONJ
alkej-1108	155	3	governance	governance	NOUN
alkej-1108	155	4	implications	implication	NOUN
alkej-1108	155	5	scholars	scholar	NOUN
alkej-1108	155	6	should	should	AUX
alkej-1108	155	7	examine	examine	VERB
alkej-1108	155	8	the	the	DET
alkej-1108	155	9	impact	impact	NOUN
alkej-1108	155	10	of	of	ADP
alkej-1108	155	11	policy	policy	NOUN
alkej-1108	155	12	,	,	PUNCT
alkej-1108	155	13	trade	trade	NOUN
alkej-1108	155	14	regulation	regulation	NOUN
alkej-1108	155	15	and	and	CCONJ
alkej-1108	155	16	public	public	ADJ
alkej-1108	155	17	-	-	PUNCT
alkej-1108	155	18	private	private	ADJ
alkej-1108	155	19	partnerships	partnership	NOUN
alkej-1108	155	20	in	in	ADP
alkej-1108	155	21	supporting	support	VERB
alkej-1108	155	22	resilience	resilience	NOUN
alkej-1108	155	23	investments	investment	NOUN
alkej-1108	155	24	.	.	PUNCT
alkej-1108	156	1	effective	effective	ADJ
alkej-1108	156	2	institutional	institutional	ADJ
alkej-1108	156	3	governance	governance	NOUN
alkej-1108	156	4	can	can	AUX
alkej-1108	156	5	create	create	VERB
alkej-1108	156	6	incentives	incentive	NOUN
alkej-1108	156	7	for	for	SCONJ
alkej-1108	156	8	firms	firm	NOUN
alkej-1108	156	9	to	to	PART
alkej-1108	156	10	adopt	adopt	VERB
alkej-1108	156	11	long	long	ADJ
alkej-1108	156	12	-	-	PUNCT
alkej-1108	156	13	term	term	NOUN
alkej-1108	156	14	resilience	resilience	NOUN
alkej-1108	156	15	strategies	strategy	NOUN
alkej-1108	156	16	[	[	X
alkej-1108	156	17	39	39	NUM
alkej-1108	156	18	]	]	PUNCT
alkej-1108	156	19	.	.	PUNCT
alkej-1108	157	1	4	4	X
alkej-1108	157	2	.	.	X
alkej-1108	157	3	conclusions	conclusion	NOUN
alkej-1108	157	4	this	this	DET
alkej-1108	157	5	systematic	systematic	ADJ
alkej-1108	157	6	review	review	NOUN
alkej-1108	157	7	underscores	underscore	VERB
alkej-1108	157	8	the	the	DET
alkej-1108	157	9	growing	grow	VERB
alkej-1108	157	10	need	need	NOUN
alkej-1108	157	11	for	for	ADP
alkej-1108	157	12	embedding	embed	VERB
alkej-1108	157	13	resilience	resilience	NOUN
alkej-1108	157	14	within	within	ADP
alkej-1108	157	15	supply	supply	NOUN
alkej-1108	157	16	chain	chain	NOUN
alkej-1108	157	17	management	management	NOUN
alkej-1108	157	18	,	,	PUNCT
alkej-1108	157	19	particularly	particularly	ADV
alkej-1108	157	20	in	in	ADP
alkej-1108	157	21	ppc	ppc	NOUN
alkej-1108	157	22	.	.	PUNCT
alkej-1108	158	1	as	as	SCONJ
alkej-1108	158	2	global	global	ADJ
alkej-1108	158	3	supply	supply	NOUN
alkej-1108	158	4	chains	chain	NOUN
alkej-1108	158	5	face	face	VERB
alkej-1108	158	6	increasingly	increasingly	ADV
alkej-1108	158	7	frequent	frequent	ADJ
alkej-1108	158	8	and	and	CCONJ
alkej-1108	158	9	severe	severe	ADJ
alkej-1108	158	10	disruptions	disruption	NOUN
alkej-1108	158	11	,	,	PUNCT
alkej-1108	158	12	ranging	range	VERB
alkej-1108	158	13	from	from	ADP
alkej-1108	158	14	natural	natural	ADJ
alkej-1108	158	15	disasters	disaster	NOUN
alkej-1108	158	16	and	and	CCONJ
alkej-1108	158	17	pandemics	pandemic	NOUN
alkej-1108	158	18	to	to	ADP
alkej-1108	158	19	cyber	cyber	NOUN
alkej-1108	158	20	-	-	PUNCT
alkej-1108	158	21	attacks	attack	NOUN
alkej-1108	158	22	and	and	CCONJ
alkej-1108	158	23	geopolitical	geopolitical	ADJ
alkej-1108	158	24	conflicts	conflict	NOUN
alkej-1108	158	25	,	,	PUNCT
alkej-1108	158	26	resilience	resilience	NOUN
alkej-1108	158	27	has	have	AUX
alkej-1108	158	28	become	become	VERB
alkej-1108	158	29	a	a	DET
alkej-1108	158	30	strategic	strategic	ADJ
alkej-1108	158	31	imperative	imperative	NOUN
alkej-1108	158	32	rather	rather	ADV
alkej-1108	158	33	than	than	ADP
alkej-1108	158	34	a	a	DET
alkej-1108	158	35	supplementary	supplementary	ADJ
alkej-1108	158	36	feature	feature	NOUN
alkej-1108	158	37	.	.	PUNCT
alkej-1108	159	1	the	the	DET
alkej-1108	159	2	literature	literature	NOUN
alkej-1108	159	3	reveals	reveal	VERB
alkej-1108	159	4	several	several	ADJ
alkej-1108	159	5	recurring	recur	VERB
alkej-1108	159	6	themes	theme	NOUN
alkej-1108	159	7	:	:	PUNCT
alkej-1108	159	8	the	the	DET
alkej-1108	159	9	foundational	foundational	ADJ
alkej-1108	159	10	constructs	construct	NOUN
alkej-1108	159	11	of	of	ADP
alkej-1108	159	12	scr	scr	NOUN
alkej-1108	159	13	,	,	PUNCT
alkej-1108	159	14	sources	source	NOUN
alkej-1108	159	15	and	and	CCONJ
alkej-1108	159	16	types	type	NOUN
alkej-1108	159	17	of	of	ADP
alkej-1108	159	18	disruption	disruption	NOUN
alkej-1108	159	19	,	,	PUNCT
alkej-1108	159	20	the	the	DET
alkej-1108	159	21	integration	integration	NOUN
alkej-1108	159	22	of	of	ADP
alkej-1108	159	23	digital	digital	ADJ
alkej-1108	159	24	technologies	technology	NOUN
alkej-1108	159	25	such	such	ADJ
alkej-1108	159	26	as	as	ADP
alkej-1108	159	27	digital	digital	ADJ
alkej-1108	159	28	twins	twin	NOUN
alkej-1108	159	29	,	,	PUNCT
alkej-1108	159	30	growing	grow	VERB
alkej-1108	159	31	cybersecurity	cybersecurity	NOUN
alkej-1108	159	32	vulnerabilities	vulnerability	NOUN
alkej-1108	159	33	and	and	CCONJ
alkej-1108	159	34	the	the	DET
alkej-1108	159	35	inherent	inherent	ADJ
alkej-1108	159	36	limitations	limitation	NOUN
alkej-1108	159	37	of	of	ADP
alkej-1108	159	38	traditional	traditional	ADJ
alkej-1108	159	39	lean	lean	ADJ
alkej-1108	159	40	paradigms	paradigm	NOUN
alkej-1108	159	41	in	in	ADP
alkej-1108	159	42	turbulent	turbulent	ADJ
alkej-1108	159	43	environments	environment	NOUN
alkej-1108	159	44	.	.	PUNCT
alkej-1108	160	1	while	while	SCONJ
alkej-1108	160	2	lean	lean	ADJ
alkej-1108	160	3	systems	system	NOUN
alkej-1108	160	4	optimise	optimise	ADJ
alkej-1108	160	5	cost	cost	NOUN
alkej-1108	160	6	-	-	PUNCT
alkej-1108	160	7	efficiency	efficiency	NOUN
alkej-1108	160	8	and	and	CCONJ
alkej-1108	160	9	process	process	NOUN
alkej-1108	160	10	flow	flow	NOUN
alkej-1108	160	11	,	,	PUNCT
alkej-1108	160	12	they	they	PRON
alkej-1108	160	13	often	often	ADV
alkej-1108	160	14	fail	fail	VERB
alkej-1108	160	15	to	to	PART
alkej-1108	160	16	provide	provide	VERB
alkej-1108	160	17	the	the	DET
alkej-1108	160	18	necessary	necessary	ADJ
alkej-1108	160	19	buffers	buffer	NOUN
alkej-1108	160	20	for	for	ADP
alkej-1108	160	21	disruption	disruption	NOUN
alkej-1108	160	22	absorption	absorption	NOUN
alkej-1108	160	23	,	,	PUNCT
alkej-1108	160	24	highlighting	highlight	VERB
alkej-1108	160	25	the	the	DET
alkej-1108	160	26	trade	trade	NOUN
alkej-1108	160	27	-	-	PUNCT
alkej-1108	160	28	off	off	NOUN
alkej-1108	160	29	between	between	ADP
alkej-1108	160	30	efficiency	efficiency	NOUN
alkej-1108	160	31	and	and	CCONJ
alkej-1108	160	32	robustness	robustness	NOUN
alkej-1108	160	33	.	.	PUNCT
alkej-1108	161	1	moreover	moreover	ADV
alkej-1108	161	2	,	,	PUNCT
alkej-1108	161	3	the	the	DET
alkej-1108	161	4	growing	grow	VERB
alkej-1108	161	5	complexity	complexity	NOUN
alkej-1108	161	6	of	of	ADP
alkej-1108	161	7	global	global	ADJ
alkej-1108	161	8	networks	network	NOUN
alkej-1108	161	9	necessitates	necessitate	VERB
alkej-1108	161	10	data	datum	NOUN
alkej-1108	161	11	-	-	PUNCT
alkej-1108	161	12	driven	drive	VERB
alkej-1108	161	13	,	,	PUNCT
alkej-1108	161	14	adaptive	adaptive	ADJ
alkej-1108	161	15	and	and	CCONJ
alkej-1108	161	16	decentralised	decentralise	VERB
alkej-1108	161	17	planning	planning	NOUN
alkej-1108	161	18	frameworks	framework	NOUN
alkej-1108	161	19	that	that	PRON
alkej-1108	161	20	respond	respond	VERB
alkej-1108	161	21	dynamically	dynamically	ADV
alkej-1108	161	22	to	to	ADP
alkej-1108	161	23	uncertainty	uncertainty	NOUN
alkej-1108	161	24	.	.	PUNCT
alkej-1108	162	1	the	the	DET
alkej-1108	162	2	integration	integration	NOUN
alkej-1108	162	3	of	of	ADP
alkej-1108	162	4	cybersecurity	cybersecurity	NOUN
alkej-1108	162	5	into	into	ADP
alkej-1108	162	6	scr	scr	NOUN
alkej-1108	162	7	is	be	AUX
alkej-1108	162	8	also	also	ADV
alkej-1108	162	9	critical	critical	ADJ
alkej-1108	162	10	,	,	PUNCT
alkej-1108	162	11	as	as	SCONJ
alkej-1108	162	12	digital	digital	ADJ
alkej-1108	162	13	interconnectivity	interconnectivity	NOUN
alkej-1108	162	14	exposes	expose	VERB
alkej-1108	162	15	ppc	ppc	NOUN
alkej-1108	162	16	systems	system	NOUN
alkej-1108	162	17	to	to	PART
alkej-1108	162	18	cyber	cyber	VERB
alkej-1108	162	19	risks	risk	NOUN
alkej-1108	162	20	that	that	PRON
alkej-1108	162	21	can	can	AUX
alkej-1108	162	22	paralyse	paralyse	VERB
alkej-1108	162	23	operations	operation	NOUN
alkej-1108	162	24	.	.	PUNCT
alkej-1108	163	1	acknowledgements	acknowledgement	NOUN
alkej-1108	163	2	the	the	DET
alkej-1108	163	3	authors	author	NOUN
alkej-1108	163	4	would	would	AUX
alkej-1108	163	5	like	like	VERB
alkej-1108	163	6	to	to	PART
alkej-1108	163	7	thank	thank	VERB
alkej-1108	163	8	universiti	universiti	PROPN
alkej-1108	163	9	kebangsaan	kebangsaan	PROPN
alkej-1108	163	10	malaysia	malaysia	PROPN
alkej-1108	163	11	for	for	ADP
alkej-1108	163	12	their	their	PRON
alkej-1108	163	13	support	support	NOUN
alkej-1108	163	14	under	under	ADP
alkej-1108	163	15	the	the	DET
alkej-1108	163	16	grant	grant	NOUN
alkej-1108	163	17	gp	gp	NOUN
alkej-1108	163	18	-	-	PUNCT
alkej-1108	163	19	k006394	k006394	NOUN
alkej-1108	163	20	.	.	PROPN
alkej-1108	163	21	jaharah	jaharah	PROPN
alkej-1108	164	1	a.ghani	a.ghani	PROPN
alkej-1108	165	1	al	al	PROPN
alkej-1108	165	2	-	-	PUNCT
alkej-1108	165	3	khwarizmi	khwarizmi	PROPN
alkej-1108	165	4	engineering	engineering	NOUN
alkej-1108	165	5	journal	journal	PROPN
alkej-1108	165	6	,	,	PUNCT
alkej-1108	165	7	vol	vol	NOUN
alkej-1108	165	8	.	.	PROPN
alkej-1108	165	9	21	21	NUM
alkej-1108	165	10	,	,	PUNCT
alkej-1108	165	11	no.3	no.3	VERB
alkej-1108	165	12	,	,	PUNCT
alkej-1108	165	13	pp	pp	X
alkej-1108	165	14	.	.	PUNCT
alkej-1108	165	15	97105	97105	NUM
alkej-1108	165	16	(	(	PUNCT
alkej-1108	165	17	2025	2025	NUM
alkej-1108	165	18	)	)	PUNCT
alkej-1108	165	19	103	103	NUM
alkej-1108	165	20	references	reference	NOUN
alkej-1108	165	21	[	[	X
alkej-1108	165	22	1	1	NUM
alkej-1108	165	23	]	]	PUNCT
alkej-1108	165	24	r.	r.	PROPN
alkej-1108	165	25	assaf	assaf	PROPN
alkej-1108	165	26	,	,	PUNCT
alkej-1108	165	27	d.	d.	PROPN
alkej-1108	165	28	gupta	gupta	PROPN
alkej-1108	165	29	,	,	PUNCT
alkej-1108	165	30	and	and	CCONJ
alkej-1108	165	31	r.	r.	PROPN
alkej-1108	165	32	kumar	kumar	PROPN
alkej-1108	165	33	,	,	PUNCT
alkej-1108	165	34	“	"	PUNCT
alkej-1108	165	35	the	the	DET
alkej-1108	165	36	price	price	NOUN
alkej-1108	165	37	of	of	ADP
alkej-1108	165	38	war	war	NOUN
alkej-1108	165	39	:	:	PUNCT
alkej-1108	165	40	effect	effect	NOUN
alkej-1108	165	41	of	of	ADP
alkej-1108	165	42	the	the	DET
alkej-1108	165	43	russia	russia	PROPN
alkej-1108	165	44	-	-	PUNCT
alkej-1108	165	45	ukraine	ukraine	PROPN
alkej-1108	165	46	war	war	NOUN
alkej-1108	165	47	on	on	ADP
alkej-1108	165	48	the	the	DET
alkej-1108	165	49	global	global	ADJ
alkej-1108	165	50	financial	financial	ADJ
alkej-1108	165	51	market	market	NOUN
alkej-1108	165	52	,	,	PUNCT
alkej-1108	165	53	”	"	PUNCT
alkej-1108	165	54	the	the	DET
alkej-1108	165	55	journal	journal	NOUN
alkej-1108	165	56	of	of	ADP
alkej-1108	165	57	economic	economic	ADJ
alkej-1108	165	58	asymmetries	asymmetry	NOUN
alkej-1108	165	59	,	,	PUNCT
alkej-1108	165	60	vol	vol	NOUN
alkej-1108	165	61	.	.	PROPN
alkej-1108	165	62	28	28	NUM
alkej-1108	165	63	,	,	PUNCT
alkej-1108	165	64	p.	p.	NOUN
alkej-1108	165	65	e00328	e00328	PROPN
alkej-1108	165	66	,	,	PUNCT
alkej-1108	165	67	2023	2023	NUM
alkej-1108	165	68	.	.	PUNCT
alkej-1108	166	1	[	[	X
alkej-1108	166	2	2	2	NUM
alkej-1108	166	3	]	]	X
alkej-1108	166	4	n.	n.	PROPN
alkej-1108	166	5	k.	k.	PROPN
alkej-1108	166	6	tran	tran	PROPN
alkej-1108	166	7	,	,	PUNCT
alkej-1108	166	8	h.	h.	PROPN
alkej-1108	166	9	haralambides	haralambide	NOUN
alkej-1108	166	10	,	,	PUNCT
alkej-1108	166	11	t.	t.	NOUN
alkej-1108	166	12	notteboom	notteboom	NOUN
alkej-1108	166	13	,	,	PUNCT
alkej-1108	166	14	and	and	CCONJ
alkej-1108	166	15	k.	k.	PROPN
alkej-1108	166	16	cullinane	cullinane	PROPN
alkej-1108	166	17	,	,	PUNCT
alkej-1108	166	18	“	"	PUNCT
alkej-1108	166	19	the	the	DET
alkej-1108	166	20	costs	cost	NOUN
alkej-1108	166	21	of	of	ADP
alkej-1108	166	22	maritime	maritime	ADJ
alkej-1108	166	23	supply	supply	NOUN
alkej-1108	166	24	chain	chain	NOUN
alkej-1108	166	25	disruptions	disruption	NOUN
alkej-1108	166	26	:	:	PUNCT
alkej-1108	166	27	the	the	DET
alkej-1108	166	28	case	case	NOUN
alkej-1108	166	29	of	of	ADP
alkej-1108	166	30	the	the	DET
alkej-1108	166	31	suez	suez	NOUN
alkej-1108	166	32	canal	canal	PROPN
alkej-1108	166	33	blockage	blockage	NOUN
alkej-1108	166	34	by	by	ADP
alkej-1108	166	35	the	the	DET
alkej-1108	166	36	‘	'	PUNCT
alkej-1108	166	37	ever	ever	ADV
alkej-1108	166	38	given	give	VERB
alkej-1108	166	39	’	'	PUNCT
alkej-1108	166	40	megaship	megaship	NOUN
alkej-1108	166	41	,	,	PUNCT
alkej-1108	166	42	”	"	PUNCT
alkej-1108	166	43	international	international	ADJ
alkej-1108	166	44	journal	journal	NOUN
alkej-1108	166	45	of	of	ADP
alkej-1108	166	46	production	production	NOUN
alkej-1108	166	47	economics	economic	NOUN
alkej-1108	166	48	,	,	PUNCT
alkej-1108	166	49	vol	vol	NOUN
alkej-1108	166	50	.	.	NOUN
alkej-1108	166	51	279	279	NUM
alkej-1108	166	52	,	,	PUNCT
alkej-1108	166	53	p.	p.	NOUN
alkej-1108	166	54	109464	109464	NUM
alkej-1108	166	55	,	,	PUNCT
alkej-1108	166	56	2025	2025	NUM
alkej-1108	166	57	.	.	PUNCT
alkej-1108	167	1	[	[	X
alkej-1108	167	2	3	3	NUM
alkej-1108	167	3	]	]	X
alkej-1108	167	4	i.	i.	PROPN
alkej-1108	167	5	n.	n.	PROPN
alkej-1108	167	6	pujawan	pujawan	PROPN
alkej-1108	167	7	and	and	CCONJ
alkej-1108	167	8	a.	a.	NOUN
alkej-1108	167	9	u.	u.	PROPN
alkej-1108	167	10	bah	bah	PROPN
alkej-1108	167	11	,	,	PUNCT
alkej-1108	167	12	“	"	PUNCT
alkej-1108	167	13	supply	supply	NOUN
alkej-1108	167	14	chains	chain	NOUN
alkej-1108	167	15	under	under	ADP
alkej-1108	167	16	covid-19	covid-19	PROPN
alkej-1108	167	17	disruptions	disruption	NOUN
alkej-1108	167	18	:	:	PUNCT
alkej-1108	167	19	literature	literature	NOUN
alkej-1108	167	20	review	review	NOUN
alkej-1108	167	21	and	and	CCONJ
alkej-1108	167	22	research	research	NOUN
alkej-1108	167	23	agenda	agenda	NOUN
alkej-1108	167	24	,	,	PUNCT
alkej-1108	167	25	”	"	PUNCT
alkej-1108	167	26	supply	supply	NOUN
alkej-1108	167	27	chain	chain	NOUN
alkej-1108	167	28	forum	forum	PROPN
alkej-1108	167	29	:	:	PUNCT
alkej-1108	167	30	an	an	DET
alkej-1108	167	31	international	international	ADJ
alkej-1108	167	32	journal	journal	NOUN
alkej-1108	167	33	,	,	PUNCT
alkej-1108	167	34	vol	vol	NOUN
alkej-1108	167	35	.	.	PROPN
alkej-1108	167	36	23	23	NUM
alkej-1108	167	37	,	,	PUNCT
alkej-1108	167	38	no	no	INTJ
alkej-1108	167	39	.	.	NOUN
alkej-1108	167	40	1	1	NUM
alkej-1108	167	41	,	,	PUNCT
alkej-1108	167	42	pp	pp	ADJ
alkej-1108	167	43	.	.	PUNCT
alkej-1108	168	1	81–95	81–95	NUM
alkej-1108	168	2	,	,	PUNCT
alkej-1108	168	3	2022	2022	NUM
alkej-1108	168	4	,	,	PUNCT
alkej-1108	168	5	doi	doi	NOUN
alkej-1108	168	6	:	:	PUNCT
alkej-1108	168	7	10.1080/16258312.2021.1932568	10.1080/16258312.2021.1932568	NUM
alkej-1108	168	8	.	.	PUNCT
alkej-1108	169	1	[	[	X
alkej-1108	169	2	4	4	X
alkej-1108	169	3	]	]	PUNCT
alkej-1108	169	4	j.	j.	PROPN
alkej-1108	169	5	fiksel	fiksel	PROPN
alkej-1108	169	6	,	,	PUNCT
alkej-1108	169	7	m.	m.	NOUN
alkej-1108	169	8	polyviou	polyviou	PROPN
alkej-1108	169	9	,	,	PUNCT
alkej-1108	169	10	k.	k.	PROPN
alkej-1108	169	11	l.	l.	PROPN
alkej-1108	169	12	croxton	croxton	PROPN
alkej-1108	169	13	,	,	PUNCT
alkej-1108	169	14	and	and	CCONJ
alkej-1108	169	15	t.	t.	PROPN
alkej-1108	169	16	j.	j.	PROPN
alkej-1108	169	17	pettit	pettit	PROPN
alkej-1108	169	18	,	,	PUNCT
alkej-1108	169	19	“	"	PUNCT
alkej-1108	169	20	from	from	ADP
alkej-1108	169	21	risk	risk	NOUN
alkej-1108	169	22	to	to	ADP
alkej-1108	169	23	resilience	resilience	NOUN
alkej-1108	169	24	:	:	PUNCT
alkej-1108	169	25	learning	learn	VERB
alkej-1108	169	26	to	to	PART
alkej-1108	169	27	deal	deal	VERB
alkej-1108	169	28	with	with	ADP
alkej-1108	169	29	disruption	disruption	NOUN
alkej-1108	169	30	,	,	PUNCT
alkej-1108	169	31	”	"	PUNCT
alkej-1108	169	32	mit	mit	PROPN
alkej-1108	169	33	sloan	sloan	PROPN
alkej-1108	169	34	management	management	PROPN
alkej-1108	169	35	review	review	PROPN
alkej-1108	169	36	,	,	PUNCT
alkej-1108	169	37	vol	vol	NOUN
alkej-1108	169	38	.	.	PROPN
alkej-1108	169	39	56	56	NUM
alkej-1108	169	40	,	,	PUNCT
alkej-1108	169	41	pp	pp	ADJ
alkej-1108	169	42	.	.	PUNCT
alkej-1108	170	1	79–86	79–86	NUM
alkej-1108	170	2	,	,	PUNCT
alkej-1108	170	3	2015	2015	NUM
alkej-1108	170	4	.	.	PUNCT
alkej-1108	171	1	[	[	X
alkej-1108	171	2	5	5	NUM
alkej-1108	171	3	]	]	PUNCT
alkej-1108	171	4	m.	m.	NOUN
alkej-1108	171	5	k.	k.	PROPN
alkej-1108	171	6	linnenluecke	linnenluecke	PROPN
alkej-1108	171	7	,	,	PUNCT
alkej-1108	171	8	“	"	PUNCT
alkej-1108	171	9	resilience	resilience	NOUN
alkej-1108	171	10	in	in	ADP
alkej-1108	171	11	business	business	NOUN
alkej-1108	171	12	and	and	CCONJ
alkej-1108	171	13	management	management	NOUN
alkej-1108	171	14	research	research	NOUN
alkej-1108	171	15	:	:	PUNCT
alkej-1108	171	16	a	a	DET
alkej-1108	171	17	review	review	NOUN
alkej-1108	171	18	of	of	ADP
alkej-1108	171	19	influential	influential	ADJ
alkej-1108	171	20	publications	publication	NOUN
alkej-1108	171	21	and	and	CCONJ
alkej-1108	171	22	a	a	DET
alkej-1108	171	23	research	research	NOUN
alkej-1108	171	24	agenda	agenda	NOUN
alkej-1108	171	25	,	,	PUNCT
alkej-1108	171	26	”	"	PUNCT
alkej-1108	171	27	international	international	ADJ
alkej-1108	171	28	journal	journal	NOUN
alkej-1108	171	29	of	of	ADP
alkej-1108	171	30	management	management	NOUN
alkej-1108	171	31	reviews	review	NOUN
alkej-1108	171	32	,	,	PUNCT
alkej-1108	171	33	wiley	wiley	NOUN
alkej-1108	171	34	-	-	PUNCT
alkej-1108	171	35	blackwell	blackwell	PROPN
alkej-1108	171	36	,	,	PUNCT
alkej-1108	171	37	2017	2017	NUM
alkej-1108	171	38	.	.	PUNCT
alkej-1108	172	1	[	[	X
alkej-1108	172	2	6	6	NUM
alkej-1108	172	3	]	]	PUNCT
alkej-1108	172	4	g.	g.	NOUN
alkej-1108	172	5	behzadi	behzadi	PROPN
alkej-1108	172	6	,	,	PUNCT
alkej-1108	172	7	m.	m.	NOUN
alkej-1108	172	8	j.	j.	PROPN
alkej-1108	172	9	o’sullivan	o’sullivan	PROPN
alkej-1108	172	10	,	,	PUNCT
alkej-1108	172	11	and	and	CCONJ
alkej-1108	172	12	t.	t.	PROPN
alkej-1108	172	13	l.	l.	PROPN
alkej-1108	172	14	olsen	olsen	PROPN
alkej-1108	172	15	,	,	PUNCT
alkej-1108	172	16	“	"	PUNCT
alkej-1108	172	17	on	on	ADP
alkej-1108	172	18	metrics	metric	NOUN
alkej-1108	172	19	for	for	ADP
alkej-1108	172	20	supply	supply	NOUN
alkej-1108	172	21	chain	chain	NOUN
alkej-1108	172	22	resilience	resilience	NOUN
alkej-1108	172	23	,	,	PUNCT
alkej-1108	172	24	”	"	PUNCT
alkej-1108	172	25	european	european	PROPN
alkej-1108	172	26	journal	journal	PROPN
alkej-1108	172	27	of	of	ADP
alkej-1108	172	28	operational	operational	ADJ
alkej-1108	172	29	research	research	NOUN
alkej-1108	172	30	,	,	PUNCT
alkej-1108	172	31	vol	vol	NOUN
alkej-1108	172	32	.	.	PROPN
alkej-1108	172	33	287	287	NUM
alkej-1108	172	34	,	,	PUNCT
alkej-1108	172	35	pp	pp	ADJ
alkej-1108	172	36	.	.	PUNCT
alkej-1108	173	1	145–158	145–158	NUM
alkej-1108	173	2	,	,	PUNCT
alkej-1108	173	3	2020	2020	NUM
alkej-1108	173	4	.	.	PUNCT
alkej-1108	174	1	[	[	X
alkej-1108	174	2	7	7	X
alkej-1108	174	3	]	]	X
alkej-1108	174	4	j.	j.	PROPN
alkej-1108	174	5	feizabadi	feizabadi	PROPN
alkej-1108	174	6	,	,	PUNCT
alkej-1108	174	7	d.	d.	PROPN
alkej-1108	174	8	m.	m.	PROPN
alkej-1108	174	9	gligor	gligor	PROPN
alkej-1108	174	10	,	,	PUNCT
alkej-1108	174	11	and	and	CCONJ
alkej-1108	174	12	t.	t.	PROPN
alkej-1108	174	13	y.	y.	PROPN
alkej-1108	174	14	choi	choi	PROPN
alkej-1108	174	15	,	,	PUNCT
alkej-1108	174	16	“	"	PUNCT
alkej-1108	174	17	examining	examine	VERB
alkej-1108	174	18	the	the	DET
alkej-1108	174	19	resiliency	resiliency	NOUN
alkej-1108	174	20	of	of	ADP
alkej-1108	174	21	intertwined	intertwine	VERB
alkej-1108	174	22	supply	supply	NOUN
alkej-1108	174	23	networks	network	NOUN
alkej-1108	174	24	:	:	PUNCT
alkej-1108	174	25	a	a	DET
alkej-1108	174	26	jury	jury	NOUN
alkej-1108	174	27	-	-	PUNCT
alkej-1108	174	28	rigging	rigging	NOUN
alkej-1108	174	29	perspective	perspective	NOUN
alkej-1108	174	30	,	,	PUNCT
alkej-1108	174	31	”	"	PUNCT
alkej-1108	174	32	international	international	ADJ
alkej-1108	174	33	journal	journal	NOUN
alkej-1108	174	34	of	of	ADP
alkej-1108	174	35	production	production	NOUN
alkej-1108	174	36	research	research	NOUN
alkej-1108	174	37	,	,	PUNCT
alkej-1108	174	38	vol	vol	NOUN
alkej-1108	174	39	.	.	PROPN
alkej-1108	174	40	61	61	NUM
alkej-1108	174	41	,	,	PUNCT
alkej-1108	174	42	pp	pp	ADJ
alkej-1108	174	43	.	.	PUNCT
alkej-1108	175	1	2432–2451	2432–2451	NUM
alkej-1108	175	2	,	,	PUNCT
alkej-1108	175	3	2021	2021	NUM
alkej-1108	175	4	.	.	PUNCT
alkej-1108	176	1	[	[	X
alkej-1108	176	2	8	8	NUM
alkej-1108	176	3	]	]	X
alkej-1108	176	4	b.	b.	PROPN
alkej-1108	176	5	pawar	pawar	PROPN
alkej-1108	176	6	,	,	PUNCT
alkej-1108	176	7	m.	m.	PROPN
alkej-1108	176	8	huffman	huffman	PROPN
alkej-1108	176	9	,	,	PUNCT
alkej-1108	176	10	f.	f.	PROPN
alkej-1108	176	11	khan	khan	PROPN
alkej-1108	176	12	,	,	PUNCT
alkej-1108	176	13	and	and	CCONJ
alkej-1108	176	14	q.	q.	PROPN
alkej-1108	176	15	wang	wang	PROPN
alkej-1108	176	16	,	,	PUNCT
alkej-1108	176	17	“	"	PUNCT
alkej-1108	176	18	resilience	resilience	NOUN
alkej-1108	176	19	assessment	assessment	NOUN
alkej-1108	176	20	framework	framework	NOUN
alkej-1108	176	21	for	for	ADP
alkej-1108	176	22	fast	fast	ADJ
alkej-1108	176	23	response	response	NOUN
alkej-1108	176	24	process	process	NOUN
alkej-1108	176	25	systems	system	NOUN
alkej-1108	176	26	,	,	PUNCT
alkej-1108	176	27	”	"	PUNCT
alkej-1108	176	28	process	process	NOUN
alkej-1108	176	29	safety	safety	NOUN
alkej-1108	176	30	and	and	CCONJ
alkej-1108	176	31	environmental	environmental	ADJ
alkej-1108	176	32	protection	protection	NOUN
alkej-1108	176	33	,	,	PUNCT
alkej-1108	176	34	vol	vol	NOUN
alkej-1108	176	35	.	.	PROPN
alkej-1108	176	36	163	163	NUM
alkej-1108	176	37	,	,	PUNCT
alkej-1108	176	38	pp	pp	ADJ
alkej-1108	176	39	.	.	PUNCT
alkej-1108	176	40	82–93	82–93	NUM
alkej-1108	176	41	,	,	PUNCT
alkej-1108	176	42	2022	2022	NUM
alkej-1108	176	43	.	.	PUNCT
alkej-1108	177	1	[	[	X
alkej-1108	177	2	9	9	NUM
alkej-1108	177	3	]	]	PUNCT
alkej-1108	177	4	j.	j.	PROPN
alkej-1108	177	5	p.	p.	PROPN
alkej-1108	177	6	ribeiro	ribeiro	PROPN
alkej-1108	177	7	and	and	CCONJ
alkej-1108	177	8	a.	a.	PROPN
alkej-1108	177	9	p.	p.	PROPN
alkej-1108	177	10	f.	f.	PROPN
alkej-1108	178	1	d.	d.	PROPN
alkej-1108	178	2	barbosa	barbosa	PROPN
alkej-1108	178	3	-	-	PUNCT
alkej-1108	178	4	póvoa	póvoa	PROPN
alkej-1108	178	5	,	,	PUNCT
alkej-1108	178	6	“	"	PUNCT
alkej-1108	178	7	a	a	DET
alkej-1108	178	8	responsiveness	responsiveness	NOUN
alkej-1108	178	9	metric	metric	NOUN
alkej-1108	178	10	for	for	ADP
alkej-1108	178	11	the	the	DET
alkej-1108	178	12	design	design	NOUN
alkej-1108	178	13	and	and	CCONJ
alkej-1108	178	14	planning	planning	NOUN
alkej-1108	178	15	of	of	ADP
alkej-1108	178	16	resilient	resilient	ADJ
alkej-1108	178	17	supply	supply	NOUN
alkej-1108	178	18	chains	chain	NOUN
alkej-1108	178	19	,	,	PUNCT
alkej-1108	178	20	”	"	PUNCT
alkej-1108	178	21	annals	annals	NOUN
alkej-1108	178	22	of	of	ADP
alkej-1108	178	23	operations	operation	NOUN
alkej-1108	178	24	research	research	NOUN
alkej-1108	178	25	,	,	PUNCT
alkej-1108	178	26	vol	vol	NOUN
alkej-1108	178	27	.	.	PROPN
alkej-1108	178	28	324	324	NUM
alkej-1108	178	29	,	,	PUNCT
alkej-1108	178	30	no	no	INTJ
alkej-1108	178	31	.	.	NOUN
alkej-1108	178	32	1	1	NUM
alkej-1108	178	33	,	,	PUNCT
alkej-1108	178	34	pp	pp	ADJ
alkej-1108	178	35	.	.	PUNCT
alkej-1108	179	1	1129	1129	NUM
alkej-1108	179	2	–	–	PUNCT
alkej-1108	179	3	1181	1181	NUM
alkej-1108	179	4	,	,	PUNCT
alkej-1108	179	5	2023	2023	NUM
alkej-1108	179	6	,	,	PUNCT
alkej-1108	179	7	doi	doi	NOUN
alkej-1108	179	8	:	:	PUNCT
alkej-1108	179	9	10.1007	10.1007	NUM
alkej-1108	179	10	/	/	SYM
alkej-1108	179	11	s10479	s10479	PROPN
alkej-1108	179	12	-	-	PUNCT
alkej-1108	179	13	022	022	NUM
alkej-1108	179	14	-	-	PUNCT
alkej-1108	179	15	04521	04521	NUM
alkej-1108	179	16	-	-	PUNCT
alkej-1108	179	17	w.	w.	NOUN
alkej-1108	180	1	[	[	X
alkej-1108	180	2	10	10	NUM
alkej-1108	180	3	]	]	X
alkej-1108	180	4	d.	d.	PROPN
alkej-1108	180	5	a.	a.	PROPN
alkej-1108	180	6	ivanov	ivanov	PROPN
alkej-1108	180	7	and	and	CCONJ
alkej-1108	180	8	a.	a.	NOUN
alkej-1108	180	9	dolgui	dolgui	NOUN
alkej-1108	180	10	,	,	PUNCT
alkej-1108	180	11	“	"	PUNCT
alkej-1108	180	12	a	a	DET
alkej-1108	180	13	digital	digital	ADJ
alkej-1108	180	14	supply	supply	NOUN
alkej-1108	180	15	chain	chain	NOUN
alkej-1108	180	16	twin	twin	NOUN
alkej-1108	180	17	for	for	ADP
alkej-1108	180	18	managing	manage	VERB
alkej-1108	180	19	the	the	DET
alkej-1108	180	20	disruption	disruption	NOUN
alkej-1108	180	21	risks	risk	NOUN
alkej-1108	180	22	and	and	CCONJ
alkej-1108	180	23	resilience	resilience	NOUN
alkej-1108	180	24	in	in	ADP
alkej-1108	180	25	the	the	DET
alkej-1108	180	26	era	era	NOUN
alkej-1108	180	27	of	of	ADP
alkej-1108	180	28	industry	industry	NOUN
alkej-1108	180	29	4.0	4.0	NUM
alkej-1108	180	30	,	,	PUNCT
alkej-1108	180	31	”	"	PUNCT
alkej-1108	180	32	production	production	NOUN
alkej-1108	180	33	planning	planning	NOUN
alkej-1108	180	34	&	&	CCONJ
alkej-1108	180	35	control	control	PROPN
alkej-1108	180	36	,	,	PUNCT
alkej-1108	180	37	vol	vol	NOUN
alkej-1108	180	38	.	.	PROPN
alkej-1108	180	39	32	32	NUM
alkej-1108	180	40	,	,	PUNCT
alkej-1108	180	41	pp	pp	ADJ
alkej-1108	180	42	.	.	PUNCT
alkej-1108	181	1	775–788	775–788	NUM
alkej-1108	181	2	,	,	PUNCT
alkej-1108	181	3	2020	2020	NUM
alkej-1108	181	4	.	.	PUNCT
alkej-1108	182	1	[	[	X
alkej-1108	182	2	11	11	NUM
alkej-1108	182	3	]	]	PUNCT
alkej-1108	182	4	a.	a.	NOUN
alkej-1108	182	5	chiurco	chiurco	PROPN
alkej-1108	182	6	,	,	PUNCT
alkej-1108	182	7	m.	m.	NOUN
alkej-1108	182	8	elbasheer	elbasheer	NOUN
alkej-1108	182	9	,	,	PUNCT
alkej-1108	182	10	f.	f.	PROPN
alkej-1108	182	11	longo	longo	PROPN
alkej-1108	182	12	,	,	PUNCT
alkej-1108	182	13	l.	l.	PROPN
alkej-1108	182	14	nicoletti	nicoletti	PROPN
alkej-1108	182	15	,	,	PUNCT
alkej-1108	182	16	and	and	CCONJ
alkej-1108	182	17	v.	v.	ADP
alkej-1108	182	18	solina	solina	NOUN
alkej-1108	182	19	,	,	PUNCT
alkej-1108	182	20	“	"	PUNCT
alkej-1108	182	21	data	datum	NOUN
alkej-1108	182	22	modelling	modelling	NOUN
alkej-1108	182	23	and	and	CCONJ
alkej-1108	182	24	ml	ml	PART
alkej-1108	182	25	practice	practice	NOUN
alkej-1108	182	26	for	for	ADP
alkej-1108	182	27	enabling	enable	VERB
alkej-1108	182	28	intelligent	intelligent	ADJ
alkej-1108	182	29	digital	digital	ADJ
alkej-1108	182	30	twins	twin	NOUN
alkej-1108	182	31	in	in	ADP
alkej-1108	182	32	adaptive	adaptive	ADJ
alkej-1108	182	33	production	production	NOUN
alkej-1108	182	34	planning	planning	NOUN
alkej-1108	182	35	and	and	CCONJ
alkej-1108	182	36	control	control	NOUN
alkej-1108	182	37	,	,	PUNCT
alkej-1108	182	38	”	"	PUNCT
alkej-1108	182	39	ieee	ieee	NOUN
alkej-1108	182	40	international	international	ADJ
alkej-1108	182	41	symposium	symposium	NOUN
alkej-1108	182	42	on	on	ADP
alkej-1108	182	43	multimedia	multimedia	NOUN
alkej-1108	182	44	,	,	PUNCT
alkej-1108	182	45	2023	2023	NUM
alkej-1108	182	46	.	.	PUNCT
alkej-1108	183	1	[	[	X
alkej-1108	183	2	12	12	NUM
alkej-1108	183	3	]	]	PUNCT
alkej-1108	183	4	f.	f.	PROPN
alkej-1108	183	5	a.	a.	PROPN
alkej-1108	183	6	maier	maier	PROPN
alkej-1108	183	7	,	,	PUNCT
alkej-1108	183	8	s.	s.	PROPN
alkej-1108	183	9	puppala	puppala	PROPN
alkej-1108	183	10	,	,	PUNCT
alkej-1108	183	11	and	and	CCONJ
alkej-1108	183	12	m.	m.	NOUN
alkej-1108	183	13	oberle	oberle	PROPN
alkej-1108	183	14	,	,	PUNCT
alkej-1108	183	15	“	"	PUNCT
alkej-1108	183	16	artificial	artificial	ADJ
alkej-1108	183	17	intelligence	intelligence	NOUN
alkej-1108	183	18	applications	application	NOUN
alkej-1108	183	19	for	for	ADP
alkej-1108	183	20	resilience	resilience	NOUN
alkej-1108	183	21	in	in	ADP
alkej-1108	183	22	manufacturing	manufacturing	NOUN
alkej-1108	183	23	—	—	PUNCT
alkej-1108	183	24	a	a	DET
alkej-1108	183	25	systematic	systematic	ADJ
alkej-1108	183	26	literature	literature	NOUN
alkej-1108	183	27	review	review	NOUN
alkej-1108	183	28	,	,	PUNCT
alkej-1108	183	29	”	"	PUNCT
alkej-1108	183	30	2024	2024	NUM
alkej-1108	183	31	international	international	ADJ
alkej-1108	183	32	conference	conference	NOUN
alkej-1108	183	33	on	on	ADP
alkej-1108	183	34	artificial	artificial	ADJ
alkej-1108	183	35	intelligence	intelligence	NOUN
alkej-1108	183	36	in	in	ADP
alkej-1108	183	37	information	information	NOUN
alkej-1108	183	38	and	and	CCONJ
alkej-1108	183	39	communication	communication	NOUN
alkej-1108	183	40	(	(	PUNCT
alkej-1108	183	41	icaiic	icaiic	ADV
alkej-1108	183	42	)	)	PUNCT
alkej-1108	183	43	,	,	PUNCT
alkej-1108	183	44	pp	pp	ADP
alkej-1108	183	45	.	.	PUNCT
alkej-1108	184	1	778–784	778–784	NUM
alkej-1108	184	2	,	,	PUNCT
alkej-1108	184	3	2024	2024	NUM
alkej-1108	184	4	.	.	PUNCT
alkej-1108	185	1	[	[	X
alkej-1108	185	2	13	13	NUM
alkej-1108	185	3	]	]	X
alkej-1108	185	4	n.	n.	PROPN
alkej-1108	185	5	p.	p.	NOUN
alkej-1108	185	6	greis	greis	NOUN
alkej-1108	185	7	,	,	PUNCT
alkej-1108	185	8	m.	m.	PROPN
alkej-1108	185	9	l.	l.	PROPN
alkej-1108	185	10	nogueira	nogueira	PROPN
alkej-1108	185	11	,	,	PUNCT
alkej-1108	185	12	and	and	CCONJ
alkej-1108	185	13	w.	w.	PROPN
alkej-1108	185	14	rohde	rohde	PROPN
alkej-1108	185	15	,	,	PUNCT
alkej-1108	185	16	“	"	PUNCT
alkej-1108	185	17	digital	digital	ADJ
alkej-1108	185	18	twin	twin	ADJ
alkej-1108	185	19	framework	framework	NOUN
alkej-1108	185	20	for	for	ADP
alkej-1108	185	21	machine	machine	NOUN
alkej-1108	185	22	learning	learning	NOUN
alkej-1108	185	23	-	-	PUNCT
alkej-1108	185	24	enabled	enable	VERB
alkej-1108	185	25	integrated	integrated	ADJ
alkej-1108	185	26	production	production	NOUN
alkej-1108	185	27	and	and	CCONJ
alkej-1108	185	28	logistics	logistic	NOUN
alkej-1108	185	29	processes	process	NOUN
alkej-1108	185	30	,	,	PUNCT
alkej-1108	185	31	”	"	PUNCT
alkej-1108	185	32	2021	2021	NUM
alkej-1108	185	33	.	.	PUNCT
alkej-1108	186	1	[	[	X
alkej-1108	186	2	14	14	NUM
alkej-1108	186	3	]	]	PUNCT
alkej-1108	186	4	m.	m.	NOUN
alkej-1108	186	5	c.	c.	PROPN
alkej-1108	186	6	carissimi	carissimi	PROPN
alkej-1108	186	7	,	,	PUNCT
alkej-1108	186	8	a.	a.	NOUN
alkej-1108	186	9	creazza	creazza	NOUN
alkej-1108	186	10	,	,	PUNCT
alkej-1108	186	11	and	and	CCONJ
alkej-1108	186	12	c.	c.	PROPN
alkej-1108	186	13	colicchia	colicchia	PROPN
alkej-1108	186	14	,	,	PUNCT
alkej-1108	186	15	“	"	PUNCT
alkej-1108	186	16	crossing	cross	VERB
alkej-1108	186	17	the	the	DET
alkej-1108	186	18	chasm	chasm	NOUN
alkej-1108	186	19	:	:	PUNCT
alkej-1108	186	20	investigating	investigate	VERB
alkej-1108	186	21	the	the	DET
alkej-1108	186	22	relationship	relationship	NOUN
alkej-1108	186	23	between	between	ADP
alkej-1108	186	24	sustainability	sustainability	NOUN
alkej-1108	186	25	and	and	CCONJ
alkej-1108	186	26	resilience	resilience	NOUN
alkej-1108	186	27	in	in	ADP
alkej-1108	186	28	supply	supply	NOUN
alkej-1108	186	29	chain	chain	NOUN
alkej-1108	186	30	management	management	NOUN
alkej-1108	186	31	,	,	PUNCT
alkej-1108	186	32	”	"	PUNCT
alkej-1108	186	33	cleaner	clean	ADJ
alkej-1108	186	34	logistics	logistic	NOUN
alkej-1108	186	35	and	and	CCONJ
alkej-1108	186	36	supply	supply	NOUN
alkej-1108	186	37	chain	chain	NOUN
alkej-1108	186	38	,	,	PUNCT
alkej-1108	186	39	2023	2023	NUM
alkej-1108	186	40	.	.	PUNCT
alkej-1108	187	1	[	[	X
alkej-1108	187	2	15	15	NUM
alkej-1108	187	3	]	]	X
alkej-1108	187	4	h.	h.	PROPN
alkej-1108	187	5	boyes	boyes	PROPN
alkej-1108	187	6	,	,	PUNCT
alkej-1108	187	7	“	"	PUNCT
alkej-1108	187	8	cybersecurity	cybersecurity	NOUN
alkej-1108	187	9	and	and	CCONJ
alkej-1108	187	10	cyber	cyber	NOUN
alkej-1108	187	11	-	-	PUNCT
alkej-1108	187	12	resilient	resilient	ADJ
alkej-1108	187	13	supply	supply	NOUN
alkej-1108	187	14	chains	chain	NOUN
alkej-1108	187	15	,	,	PUNCT
alkej-1108	187	16	”	"	PUNCT
alkej-1108	187	17	technology	technology	NOUN
alkej-1108	187	18	innovation	innovation	NOUN
alkej-1108	187	19	management	management	NOUN
alkej-1108	187	20	review	review	NOUN
alkej-1108	187	21	,	,	PUNCT
alkej-1108	187	22	vol	vol	NOUN
alkej-1108	187	23	.	.	PROPN
alkej-1108	187	24	5	5	NUM
alkej-1108	187	25	,	,	PUNCT
alkej-1108	187	26	pp	pp	ADJ
alkej-1108	187	27	.	.	PUNCT
alkej-1108	187	28	28–34	28–34	NUM
alkej-1108	187	29	,	,	PUNCT
alkej-1108	187	30	2015	2015	NUM
alkej-1108	187	31	.	.	PUNCT
alkej-1108	188	1	[	[	X
alkej-1108	188	2	16	16	NUM
alkej-1108	188	3	]	]	X
alkej-1108	188	4	o.	o.	PROPN
alkej-1108	188	5	khan	khan	PROPN
alkej-1108	188	6	and	and	CCONJ
alkej-1108	188	7	d.	d.	PROPN
alkej-1108	188	8	a.	a.	PROPN
alkej-1108	188	9	s.	s.	PROPN
alkej-1108	188	10	estay	estay	PROPN
alkej-1108	188	11	,	,	PUNCT
alkej-1108	188	12	“	"	PUNCT
alkej-1108	188	13	supply	supply	NOUN
alkej-1108	188	14	chain	chain	NOUN
alkej-1108	188	15	cyber	cyber	NOUN
alkej-1108	188	16	-	-	PUNCT
alkej-1108	188	17	resilience	resilience	NOUN
alkej-1108	188	18	:	:	PUNCT
alkej-1108	188	19	creating	create	VERB
alkej-1108	188	20	an	an	DET
alkej-1108	188	21	agenda	agenda	NOUN
alkej-1108	188	22	for	for	ADP
alkej-1108	188	23	future	future	ADJ
alkej-1108	188	24	research	research	NOUN
alkej-1108	188	25	,	,	PUNCT
alkej-1108	188	26	”	"	PUNCT
alkej-1108	188	27	technology	technology	NOUN
alkej-1108	188	28	innovation	innovation	NOUN
alkej-1108	188	29	management	management	NOUN
alkej-1108	188	30	review	review	NOUN
alkej-1108	188	31	,	,	PUNCT
alkej-1108	188	32	vol	vol	NOUN
alkej-1108	188	33	.	.	PROPN
alkej-1108	188	34	5	5	NUM
alkej-1108	188	35	,	,	PUNCT
alkej-1108	188	36	pp	pp	PROPN
alkej-1108	188	37	.	.	PUNCT
alkej-1108	188	38	6–12	6–12	NOUN
alkej-1108	188	39	,	,	PUNCT
alkej-1108	188	40	2015	2015	NUM
alkej-1108	188	41	.	.	PUNCT
alkej-1108	189	1	[	[	X
alkej-1108	189	2	17	17	NUM
alkej-1108	189	3	]	]	PUNCT
alkej-1108	189	4	m.	m.	NOUN
alkej-1108	189	5	negri	negri	PROPN
alkej-1108	189	6	,	,	PUNCT
alkej-1108	189	7	e.	e.	PROPN
alkej-1108	189	8	cagno	cagno	PROPN
alkej-1108	189	9	,	,	PUNCT
alkej-1108	189	10	c.	c.	PROPN
alkej-1108	189	11	colicchia	colicchia	PROPN
alkej-1108	189	12	,	,	PUNCT
alkej-1108	189	13	and	and	CCONJ
alkej-1108	189	14	j.	j.	PROPN
alkej-1108	189	15	sarkis	sarkis	PROPN
alkej-1108	189	16	,	,	PUNCT
alkej-1108	189	17	“	"	PUNCT
alkej-1108	189	18	integrating	integrate	VERB
alkej-1108	189	19	sustainability	sustainability	NOUN
alkej-1108	189	20	and	and	CCONJ
alkej-1108	189	21	resilience	resilience	NOUN
alkej-1108	189	22	in	in	ADP
alkej-1108	189	23	the	the	DET
alkej-1108	189	24	supply	supply	NOUN
alkej-1108	189	25	chain	chain	NOUN
alkej-1108	189	26	:	:	PUNCT
alkej-1108	189	27	a	a	DET
alkej-1108	189	28	systematic	systematic	ADJ
alkej-1108	189	29	literature	literature	NOUN
alkej-1108	189	30	review	review	NOUN
alkej-1108	189	31	and	and	CCONJ
alkej-1108	189	32	a	a	DET
alkej-1108	189	33	research	research	NOUN
alkej-1108	189	34	agenda	agenda	NOUN
alkej-1108	189	35	,	,	PUNCT
alkej-1108	189	36	”	"	PUNCT
alkej-1108	189	37	business	business	NOUN
alkej-1108	189	38	strategy	strategy	NOUN
alkej-1108	189	39	and	and	CCONJ
alkej-1108	189	40	the	the	DET
alkej-1108	189	41	environment	environment	NOUN
alkej-1108	189	42	,	,	PUNCT
alkej-1108	189	43	2021	2021	NUM
alkej-1108	189	44	.	.	PUNCT
alkej-1108	190	1	[	[	X
alkej-1108	190	2	18	18	NUM
alkej-1108	190	3	]	]	PUNCT
alkej-1108	190	4	m.	m.	NOUN
alkej-1108	190	5	c.	c.	PROPN
alkej-1108	190	6	gurbuz	gurbuz	PROPN
alkej-1108	190	7	,	,	PUNCT
alkej-1108	190	8	o.	o.	PROPN
alkej-1108	190	9	yurt	yurt	PROPN
alkej-1108	190	10	,	,	PUNCT
alkej-1108	190	11	s.	s.	PROPN
alkej-1108	190	12	ozdemir	ozdemir	PROPN
alkej-1108	190	13	,	,	PUNCT
alkej-1108	190	14	v.	v.	ADP
alkej-1108	190	15	sena	sena	PROPN
alkej-1108	190	16	,	,	PUNCT
alkej-1108	190	17	and	and	CCONJ
alkej-1108	190	18	w.	w.	PROPN
alkej-1108	190	19	yu	yu	PROPN
alkej-1108	190	20	,	,	PUNCT
alkej-1108	190	21	“	"	PUNCT
alkej-1108	190	22	global	global	ADJ
alkej-1108	190	23	supply	supply	NOUN
alkej-1108	190	24	chains	chain	NOUN
alkej-1108	190	25	,	,	PUNCT
alkej-1108	190	26	risks	risk	NOUN
alkej-1108	190	27	and	and	CCONJ
alkej-1108	190	28	covid-19	covid-19	PROPN
alkej-1108	190	29	:	:	PUNCT
alkej-1108	190	30	supply	supply	NOUN
alkej-1108	190	31	chain	chain	NOUN
alkej-1108	190	32	structure	structure	NOUN
alkej-1108	190	33	as	as	ADP
alkej-1108	190	34	a	a	DET
alkej-1108	190	35	mitigating	mitigate	VERB
alkej-1108	190	36	strategy	strategy	NOUN
alkej-1108	190	37	for	for	ADP
alkej-1108	190	38	small	small	ADJ
alkej-1108	190	39	and	and	CCONJ
alkej-1108	190	40	medium	medium	ADJ
alkej-1108	190	41	-	-	PUNCT
alkej-1108	190	42	sized	sized	ADJ
alkej-1108	190	43	enterprises	enterprise	NOUN
alkej-1108	190	44	,	,	PUNCT
alkej-1108	190	45	”	"	PUNCT
alkej-1108	190	46	journal	journal	NOUN
alkej-1108	190	47	of	of	ADP
alkej-1108	190	48	business	business	NOUN
alkej-1108	190	49	research	research	NOUN
alkej-1108	190	50	,	,	PUNCT
alkej-1108	190	51	vol	vol	NOUN
alkej-1108	190	52	.	.	PROPN
alkej-1108	190	53	155	155	NUM
alkej-1108	190	54	,	,	PUNCT
alkej-1108	190	55	p.	p.	NOUN
alkej-1108	190	56	113407	113407	NUM
alkej-1108	190	57	,	,	PUNCT
alkej-1108	190	58	2023	2023	NUM
alkej-1108	190	59	.	.	PUNCT
alkej-1108	191	1	[	[	X
alkej-1108	191	2	19	19	NUM
alkej-1108	191	3	]	]	X
alkej-1108	191	4	a.	a.	PROPN
alkej-1108	191	5	mishra	mishra	PROPN
alkej-1108	191	6	,	,	PUNCT
alkej-1108	191	7	n.	n.	PROPN
alkej-1108	191	8	gupta	gupta	PROPN
alkej-1108	191	9	,	,	PUNCT
alkej-1108	191	10	and	and	CCONJ
alkej-1108	191	11	g.	g.	PROPN
alkej-1108	191	12	k.	k.	PROPN
alkej-1108	191	13	jha	jha	PROPN
alkej-1108	191	14	,	,	PUNCT
alkej-1108	191	15	“	"	PUNCT
alkej-1108	191	16	supply	supply	NOUN
alkej-1108	191	17	chain	chain	NOUN
alkej-1108	191	18	resilience	resilience	NOUN
alkej-1108	191	19	:	:	PUNCT
alkej-1108	191	20	adapting	adapt	VERB
alkej-1108	191	21	to	to	ADP
alkej-1108	191	22	global	global	ADJ
alkej-1108	191	23	disruptions	disruption	NOUN
alkej-1108	191	24	and	and	CCONJ
alkej-1108	191	25	uncertainty	uncertainty	NOUN
alkej-1108	191	26	,	,	PUNCT
alkej-1108	191	27	”	"	PUNCT
alkej-1108	191	28	international	international	ADJ
alkej-1108	191	29	journal	journal	NOUN
alkej-1108	191	30	of	of	ADP
alkej-1108	191	31	innovative	innovative	ADJ
alkej-1108	191	32	research	research	NOUN
alkej-1108	191	33	in	in	ADP
alkej-1108	191	34	engineering	engineering	NOUN
alkej-1108	191	35	,	,	PUNCT
alkej-1108	191	36	pp	pp	ADJ
alkej-1108	191	37	.	.	PUNCT
alkej-1108	192	1	189–196	189–196	NUM
alkej-1108	192	2	,	,	PUNCT
alkej-1108	192	3	2024	2024	NUM
alkej-1108	192	4	.	.	PUNCT
alkej-1108	193	1	[	[	X
alkej-1108	193	2	20	20	NUM
alkej-1108	193	3	]	]	X
alkej-1108	193	4	m.m	m.m	PROPN
alkej-1108	193	5	.	.	PROPN
alkej-1108	193	6	weber	weber	PROPN
alkej-1108	193	7	,	,	PUNCT
alkej-1108	193	8	b.	b.	PROPN
alkej-1108	193	9	pedell	pedell	PROPN
alkej-1108	193	10	,	,	PUNCT
alkej-1108	193	11	&	&	CCONJ
alkej-1108	193	12	p.g	p.g	PROPN
alkej-1108	193	13	.	.	PROPN
alkej-1108	193	14	rötzel	rötzel	PROPN
alkej-1108	193	15	,	,	PUNCT
alkej-1108	193	16	“	"	PUNCT
alkej-1108	193	17	resilience	resilience	NOUN
alkej-1108	193	18	-	-	PUNCT
alkej-1108	193	19	oriented	orient	VERB
alkej-1108	193	20	management	management	NOUN
alkej-1108	193	21	control	control	NOUN
alkej-1108	193	22	systems	system	NOUN
alkej-1108	193	23	:	:	PUNCT
alkej-1108	193	24	a	a	DET
alkej-1108	193	25	systematic	systematic	ADJ
alkej-1108	193	26	review	review	NOUN
alkej-1108	193	27	of	of	ADP
alkej-1108	193	28	the	the	DET
alkej-1108	193	29	relationships	relationship	NOUN
alkej-1108	193	30	between	between	ADP
alkej-1108	193	31	organizational	organizational	ADJ
alkej-1108	193	32	resilience	resilience	NOUN
alkej-1108	193	33	and	and	CCONJ
alkej-1108	193	34	management	management	NOUN
alkej-1108	193	35	control	control	NOUN
alkej-1108	193	36	systems	system	NOUN
alkej-1108	193	37	.	.	PUNCT
alkej-1108	193	38	’	'	PUNCT
alkej-1108	194	1	j	j	PROPN
alkej-1108	194	2	manag	manag	PROPN
alkej-1108	194	3	control	control	PROPN
alkej-1108	194	4	,	,	PUNCT
alkej-1108	194	5	vol	vol	NOUN
alkej-1108	194	6	.	.	PROPN
alkej-1108	194	7	35	35	NUM
alkej-1108	194	8	,	,	PUNCT
alkej-1108	194	9	pp	pp	ADJ
alkej-1108	194	10	.	.	PUNCT
alkej-1108	195	1	563–620	563–620	NUM
alkej-1108	195	2	.	.	PUNCT
alkej-1108	195	3	2024	2024	NUM
alkej-1108	195	4	.	.	PUNCT
alkej-1108	196	1	https://doi.org/10.1007/s00187-024-00385-2	https://doi.org/10.1007/s00187-024-00385-2	PUNCT
alkej-1108	197	1	[	[	X
alkej-1108	197	2	21	21	NUM
alkej-1108	197	3	]	]	X
alkej-1108	197	4	s.	s.	PROPN
alkej-1108	197	5	t.	t.	PROPN
alkej-1108	197	6	ponis	ponis	PROPN
alkej-1108	197	7	,	,	PUNCT
alkej-1108	197	8	“	"	PUNCT
alkej-1108	197	9	supply	supply	NOUN
alkej-1108	197	10	chain	chain	NOUN
alkej-1108	197	11	resilience	resilience	NOUN
alkej-1108	197	12	:	:	PUNCT
alkej-1108	197	13	definition	definition	NOUN
alkej-1108	197	14	of	of	ADP
alkej-1108	197	15	concept	concept	NOUN
alkej-1108	197	16	and	and	CCONJ
alkej-1108	197	17	its	its	PRON
alkej-1108	197	18	formative	formative	ADJ
alkej-1108	197	19	elements	element	NOUN
alkej-1108	197	20	,	,	PUNCT
alkej-1108	197	21	”	"	PUNCT
alkej-1108	197	22	the	the	DET
alkej-1108	197	23	journal	journal	NOUN
alkej-1108	197	24	of	of	ADP
alkej-1108	197	25	applied	apply	VERB
alkej-1108	197	26	business	business	NOUN
alkej-1108	197	27	research	research	NOUN
alkej-1108	197	28	,	,	PUNCT
alkej-1108	197	29	vol	vol	NOUN
alkej-1108	197	30	.	.	PROPN
alkej-1108	197	31	28	28	NUM
alkej-1108	197	32	,	,	PUNCT
alkej-1108	197	33	no	no	INTJ
alkej-1108	197	34	.	.	NOUN
alkej-1108	197	35	5	5	NUM
alkej-1108	197	36	,	,	PUNCT
alkej-1108	197	37	n.d	n.d	PROPN
alkej-1108	197	38	.	.	PUNCT
alkej-1108	198	1	[	[	X
alkej-1108	198	2	22	22	NUM
alkej-1108	198	3	]	]	SYM
alkej-1108	198	4	unctad	unctad	PROPN
alkej-1108	198	5	,	,	PUNCT
alkej-1108	198	6	review	review	NOUN
alkej-1108	198	7	of	of	ADP
alkej-1108	198	8	maritime	maritime	ADJ
alkej-1108	198	9	transport	transport	NOUN
alkej-1108	198	10	2024	2024	NUM
alkej-1108	198	11	,	,	PUNCT
alkej-1108	198	12	united	united	PROPN
alkej-1108	198	13	nations	nations	PROPN
alkej-1108	198	14	conference	conference	PROPN
alkej-1108	198	15	on	on	ADP
alkej-1108	198	16	trade	trade	NOUN
alkej-1108	198	17	and	and	CCONJ
alkej-1108	198	18	development	development	NOUN
alkej-1108	198	19	,	,	PUNCT
alkej-1108	198	20	2024	2024	NUM
alkej-1108	198	21	.	.	PUNCT
alkej-1108	199	1	https://doi.org/10.1007/s00187-024-00385-2	https://doi.org/10.1007/s00187-024-00385-2	NUM
alkej-1108	199	2	jaharah	jaharah	PROPN
alkej-1108	199	3	a.ghani	a.ghani	PROPN
alkej-1108	199	4	al	al	PROPN
alkej-1108	199	5	-	-	PUNCT
alkej-1108	199	6	khwarizmi	khwarizmi	PROPN
alkej-1108	199	7	engineering	engineering	NOUN
alkej-1108	199	8	journal	journal	PROPN
alkej-1108	199	9	,	,	PUNCT
alkej-1108	199	10	vol	vol	NOUN
alkej-1108	199	11	.	.	PROPN
alkej-1108	199	12	21	21	NUM
alkej-1108	199	13	,	,	PUNCT
alkej-1108	199	14	no.3	no.3	VERB
alkej-1108	199	15	,	,	PUNCT
alkej-1108	199	16	pp	pp	X
alkej-1108	199	17	.	.	PUNCT
alkej-1108	199	18	97105	97105	NUM
alkej-1108	199	19	(	(	PUNCT
alkej-1108	199	20	2025	2025	NUM
alkej-1108	199	21	)	)	PUNCT
alkej-1108	200	1	104	104	NUM
alkej-1108	201	1	[	[	X
alkej-1108	201	2	23	23	NUM
alkej-1108	201	3	]	]	PUNCT
alkej-1108	201	4	m.	m.	PROPN
alkej-1108	201	5	a.	a.	PROPN
alkej-1108	201	6	f.	f.	PROPN
alkej-1108	201	7	chowdhury	chowdhury	PROPN
alkej-1108	201	8	,	,	PUNCT
alkej-1108	201	9	m.	m.	NOUN
alkej-1108	201	10	s.	s.	PROPN
alkej-1108	201	11	meo	meo	PROPN
alkej-1108	201	12	,	,	PUNCT
alkej-1108	201	13	a.	a.	NOUN
alkej-1108	201	14	uddin	uddin	PROPN
alkej-1108	201	15	,	,	PUNCT
alkej-1108	201	16	and	and	CCONJ
alkej-1108	201	17	m.	m.	NOUN
alkej-1108	201	18	m.	m.	PROPN
alkej-1108	201	19	haque	haque	PROPN
alkej-1108	201	20	,	,	PUNCT
alkej-1108	201	21	“	"	PUNCT
alkej-1108	201	22	asymmetric	asymmetric	ADJ
alkej-1108	201	23	effect	effect	NOUN
alkej-1108	201	24	of	of	ADP
alkej-1108	201	25	energy	energy	NOUN
alkej-1108	201	26	price	price	NOUN
alkej-1108	201	27	on	on	ADP
alkej-1108	201	28	commodity	commodity	NOUN
alkej-1108	201	29	price	price	NOUN
alkej-1108	201	30	:	:	PUNCT
alkej-1108	201	31	new	new	ADJ
alkej-1108	201	32	evidence	evidence	NOUN
alkej-1108	201	33	from	from	ADP
alkej-1108	201	34	nardl	nardl	NOUN
alkej-1108	201	35	and	and	CCONJ
alkej-1108	201	36	time	time	NOUN
alkej-1108	201	37	frequency	frequency	NOUN
alkej-1108	201	38	wavelet	wavelet	NOUN
alkej-1108	201	39	approaches	approach	NOUN
alkej-1108	201	40	,	,	PUNCT
alkej-1108	201	41	”	"	PUNCT
alkej-1108	201	42	energy	energy	NOUN
alkej-1108	201	43	,	,	PUNCT
alkej-1108	201	44	vol	vol	NOUN
alkej-1108	201	45	.	.	NOUN
alkej-1108	201	46	231	231	NUM
alkej-1108	201	47	,	,	PUNCT
alkej-1108	201	48	p.	p.	NOUN
alkej-1108	201	49	120934	120934	NUM
alkej-1108	201	50	,	,	PUNCT
alkej-1108	201	51	2021	2021	NUM
alkej-1108	201	52	.	.	PUNCT
alkej-1108	202	1	[	[	X
alkej-1108	202	2	24	24	NUM
alkej-1108	202	3	]	]	PUNCT
alkej-1108	202	4	m.	m.	NOUN
alkej-1108	202	5	o.	o.	PROPN
alkej-1108	202	6	ibiyemi	ibiyemi	NOUN
alkej-1108	202	7	and	and	CCONJ
alkej-1108	202	8	d.	d.	PROPN
alkej-1108	202	9	o.	o.	PROPN
alkej-1108	202	10	olutimehin	olutimehin	PROPN
alkej-1108	202	11	,	,	PUNCT
alkej-1108	202	12	“	"	PUNCT
alkej-1108	202	13	cybersecurity	cybersecurity	NOUN
alkej-1108	202	14	in	in	ADP
alkej-1108	202	15	supply	supply	NOUN
alkej-1108	202	16	chains	chain	NOUN
alkej-1108	202	17	:	:	PUNCT
alkej-1108	202	18	addressing	address	VERB
alkej-1108	202	19	emerging	emerge	VERB
alkej-1108	202	20	threats	threat	NOUN
alkej-1108	202	21	with	with	ADP
alkej-1108	202	22	strategic	strategic	ADJ
alkej-1108	202	23	measures	measure	NOUN
alkej-1108	202	24	,	,	PUNCT
alkej-1108	202	25	”	"	PUNCT
alkej-1108	202	26	international	international	ADJ
alkej-1108	202	27	journal	journal	NOUN
alkej-1108	202	28	of	of	ADP
alkej-1108	202	29	management	management	NOUN
alkej-1108	202	30	&	&	CCONJ
alkej-1108	202	31	entrepreneurship	entrepreneurship	NOUN
alkej-1108	202	32	research	research	NOUN
alkej-1108	202	33	,	,	PUNCT
alkej-1108	202	34	vol	vol	NOUN
alkej-1108	202	35	.	.	PROPN
alkej-1108	202	36	6	6	NUM
alkej-1108	202	37	,	,	PUNCT
alkej-1108	202	38	no	no	INTJ
alkej-1108	202	39	.	.	NOUN
alkej-1108	202	40	6	6	NUM
alkej-1108	202	41	,	,	PUNCT
alkej-1108	202	42	pp	pp	ADJ
alkej-1108	202	43	.	.	PUNCT
alkej-1108	203	1	2024–2047	2024–2047	NUM
alkej-1108	203	2	,	,	PUNCT
alkej-1108	203	3	2024	2024	NUM
alkej-1108	203	4	,	,	PUNCT
alkej-1108	203	5	doi	doi	NOUN
alkej-1108	203	6	:	:	PUNCT
alkej-1108	203	7	10.51594	10.51594	NUM
alkej-1108	203	8	/	/	SYM
alkej-1108	203	9	ijmer.v6i6.1241	ijmer.v6i6.1241	X
alkej-1108	203	10	.	.	PUNCT
alkej-1108	204	1	[	[	X
alkej-1108	204	2	25	25	NUM
alkej-1108	204	3	]	]	PUNCT
alkej-1108	204	4	s.	s.	PROPN
alkej-1108	204	5	zhang	zhang	PROPN
alkej-1108	204	6	,	,	PUNCT
alkej-1108	204	7	“	"	PUNCT
alkej-1108	204	8	using	use	VERB
alkej-1108	204	9	equity	equity	NOUN
alkej-1108	204	10	market	market	NOUN
alkej-1108	204	11	reactions	reaction	NOUN
alkej-1108	204	12	and	and	CCONJ
alkej-1108	204	13	network	network	NOUN
alkej-1108	204	14	analysis	analysis	NOUN
alkej-1108	204	15	to	to	PART
alkej-1108	204	16	infer	infer	VERB
alkej-1108	204	17	global	global	ADJ
alkej-1108	204	18	supply	supply	NOUN
alkej-1108	204	19	chain	chain	NOUN
alkej-1108	204	20	interdependencies	interdependency	NOUN
alkej-1108	204	21	in	in	ADP
alkej-1108	204	22	covid-19	covid-19	PROPN
alkej-1108	204	23	,	,	PUNCT
alkej-1108	204	24	”	"	PUNCT
alkej-1108	204	25	journal	journal	NOUN
alkej-1108	204	26	of	of	ADP
alkej-1108	204	27	economics	economic	NOUN
alkej-1108	204	28	and	and	CCONJ
alkej-1108	204	29	business	business	NOUN
alkej-1108	204	30	,	,	PUNCT
alkej-1108	204	31	vol	vol	NOUN
alkej-1108	204	32	.	.	PROPN
alkej-1108	204	33	115	115	NUM
alkej-1108	204	34	,	,	PUNCT
alkej-1108	204	35	2021	2021	NUM
alkej-1108	204	36	.	.	PUNCT
alkej-1108	205	1	[	[	X
alkej-1108	205	2	26	26	NUM
alkej-1108	205	3	]	]	PUNCT
alkej-1108	205	4	t.	t.	PROPN
alkej-1108	205	5	m.	m.	NOUN
alkej-1108	205	6	özbekler	özbekler	NOUN
alkej-1108	205	7	,	,	PUNCT
alkej-1108	205	8	“	"	PUNCT
alkej-1108	205	9	insights	insight	NOUN
alkej-1108	205	10	from	from	ADP
alkej-1108	205	11	supply	supply	NOUN
alkej-1108	205	12	chain	chain	NOUN
alkej-1108	205	13	disruptions	disruption	NOUN
alkej-1108	205	14	in	in	ADP
alkej-1108	205	15	the	the	DET
alkej-1108	205	16	covid-19	covid-19	PROPN
alkej-1108	205	17	era	era	NOUN
alkej-1108	205	18	,	,	PUNCT
alkej-1108	205	19	”	"	PUNCT
alkej-1108	205	20	cases	case	NOUN
alkej-1108	205	21	on	on	ADP
alkej-1108	205	22	supply	supply	NOUN
alkej-1108	205	23	chain	chain	NOUN
alkej-1108	205	24	management	management	NOUN
alkej-1108	205	25	and	and	CCONJ
alkej-1108	205	26	lessons	lesson	NOUN
alkej-1108	205	27	learned	learn	VERB
alkej-1108	205	28	from	from	ADP
alkej-1108	205	29	covid-19	covid-19	PROPN
alkej-1108	205	30	,	,	PUNCT
alkej-1108	205	31	2022	2022	NUM
alkej-1108	205	32	.	.	PUNCT
alkej-1108	206	1	[	[	X
alkej-1108	206	2	27	27	NUM
alkej-1108	206	3	]	]	X
alkej-1108	206	4	r.	r.	PROPN
alkej-1108	206	5	pellegrino	pellegrino	PROPN
alkej-1108	206	6	,	,	PUNCT
alkej-1108	206	7	b.	b.	PROPN
alkej-1108	206	8	gaudenzi	gaudenzi	PROPN
alkej-1108	206	9	,	,	PUNCT
alkej-1108	206	10	and	and	CCONJ
alkej-1108	206	11	a.	a.	PROPN
alkej-1108	206	12	qazi	qazi	PROPN
alkej-1108	206	13	,	,	PUNCT
alkej-1108	206	14	“	"	PUNCT
alkej-1108	206	15	capturing	capture	VERB
alkej-1108	206	16	key	key	ADJ
alkej-1108	206	17	interdependencies	interdependency	NOUN
alkej-1108	206	18	among	among	ADP
alkej-1108	206	19	supply	supply	NOUN
alkej-1108	206	20	chain	chain	NOUN
alkej-1108	206	21	disruptions	disruption	NOUN
alkej-1108	206	22	and	and	CCONJ
alkej-1108	206	23	mitigation	mitigation	NOUN
alkej-1108	206	24	strategies	strategy	NOUN
alkej-1108	206	25	to	to	PART
alkej-1108	206	26	enhance	enhance	VERB
alkej-1108	206	27	firm	firm	ADJ
alkej-1108	206	28	performance	performance	NOUN
alkej-1108	206	29	,	,	PUNCT
alkej-1108	206	30	”	"	PUNCT
alkej-1108	206	31	international	international	ADJ
alkej-1108	206	32	journal	journal	NOUN
alkej-1108	206	33	of	of	ADP
alkej-1108	206	34	quality	quality	NOUN
alkej-1108	206	35	&	&	CCONJ
alkej-1108	206	36	reliability	reliability	NOUN
alkej-1108	206	37	management	management	NOUN
alkej-1108	206	38	,	,	PUNCT
alkej-1108	206	39	2024	2024	NUM
alkej-1108	206	40	.	.	PUNCT
alkej-1108	207	1	[	[	X
alkej-1108	207	2	28	28	NUM
alkej-1108	207	3	]	]	X
alkej-1108	207	4	j.	j.	PROPN
alkej-1108	207	5	b.	b.	PROPN
alkej-1108	207	6	rice	rice	PROPN
alkej-1108	207	7	and	and	CCONJ
alkej-1108	207	8	y.	y.	PROPN
alkej-1108	207	9	sheffi	sheffi	PROPN
alkej-1108	207	10	,	,	PUNCT
alkej-1108	207	11	“	"	PUNCT
alkej-1108	207	12	a	a	DET
alkej-1108	207	13	supply	supply	NOUN
alkej-1108	207	14	chain	chain	NOUN
alkej-1108	207	15	view	view	NOUN
alkej-1108	207	16	of	of	ADP
alkej-1108	207	17	the	the	DET
alkej-1108	207	18	resilient	resilient	ADJ
alkej-1108	207	19	enterprise	enterprise	NOUN
alkej-1108	207	20	,	,	PUNCT
alkej-1108	207	21	”	"	PUNCT
alkej-1108	207	22	mit	mit	PROPN
alkej-1108	207	23	sloan	sloan	PROPN
alkej-1108	207	24	management	management	PROPN
alkej-1108	207	25	review	review	PROPN
alkej-1108	207	26	,	,	PUNCT
alkej-1108	207	27	vol	vol	NOUN
alkej-1108	207	28	.	.	PROPN
alkej-1108	208	1	47	47	NUM
alkej-1108	208	2	,	,	PUNCT
alkej-1108	208	3	pp	pp	ADJ
alkej-1108	208	4	.	.	PUNCT
alkej-1108	209	1	41–48	41–48	NUM
alkej-1108	209	2	,	,	PUNCT
alkej-1108	209	3	2005	2005	NUM
alkej-1108	209	4	.	.	PUNCT
alkej-1108	210	1	[	[	X
alkej-1108	210	2	29	29	NUM
alkej-1108	210	3	]	]	PUNCT
alkej-1108	210	4	t.	t.	PROPN
alkej-1108	210	5	kobayashi	kobayashi	PROPN
alkej-1108	210	6	and	and	CCONJ
alkej-1108	210	7	m.	m.	PROPN
alkej-1108	210	8	nakano	nakano	PROPN
alkej-1108	210	9	,	,	PUNCT
alkej-1108	210	10	“	"	PUNCT
alkej-1108	210	11	a	a	DET
alkej-1108	210	12	model	model	NOUN
alkej-1108	210	13	to	to	PART
alkej-1108	210	14	evaluate	evaluate	VERB
alkej-1108	210	15	supply	supply	NOUN
alkej-1108	210	16	chains	chain	NOUN
alkej-1108	210	17	in	in	ADP
alkej-1108	210	18	disruption	disruption	NOUN
alkej-1108	210	19	events	event	NOUN
alkej-1108	210	20	,	,	PUNCT
alkej-1108	210	21	”	"	PUNCT
alkej-1108	210	22	in	in	ADP
alkej-1108	210	23	ifip	ifip	PROPN
alkej-1108	210	24	advances	advance	NOUN
alkej-1108	210	25	in	in	ADP
alkej-1108	210	26	information	information	NOUN
alkej-1108	210	27	and	and	CCONJ
alkej-1108	210	28	communication	communication	NOUN
alkej-1108	210	29	technology	technology	NOUN
alkej-1108	210	30	,	,	PUNCT
alkej-1108	210	31	vol	vol	NOUN
alkej-1108	210	32	.	.	PROPN
alkej-1108	211	1	460	460	NUM
alkej-1108	211	2	,	,	PUNCT
alkej-1108	211	3	pp	pp	ADJ
alkej-1108	211	4	.	.	PUNCT
alkej-1108	212	1	308–315	308–315	NUM
alkej-1108	212	2	,	,	PUNCT
alkej-1108	212	3	2015	2015	NUM
alkej-1108	212	4	.	.	PUNCT
alkej-1108	213	1	[	[	X
alkej-1108	213	2	30	30	NUM
alkej-1108	213	3	]	]	X
alkej-1108	213	4	v.	v.	CCONJ
alkej-1108	213	5	saddikutti	saddikutti	PROPN
alkej-1108	213	6	,	,	PUNCT
alkej-1108	213	7	p.	p.	PROPN
alkej-1108	213	8	k.	k.	PROPN
alkej-1108	214	1	gudavalleti	gudavalleti	PROPN
alkej-1108	214	2	,	,	PUNCT
alkej-1108	214	3	and	and	CCONJ
alkej-1108	214	4	m.	m.	PROPN
alkej-1108	214	5	singh	singh	PROPN
alkej-1108	214	6	,	,	PUNCT
alkej-1108	214	7	“	"	PUNCT
alkej-1108	214	8	lean	lean	ADJ
alkej-1108	214	9	and	and	CCONJ
alkej-1108	214	10	legacy	legacy	NOUN
alkej-1108	214	11	supply	supply	NOUN
alkej-1108	214	12	chains	chain	NOUN
alkej-1108	214	13	for	for	ADP
alkej-1108	214	14	coordinated	coordinated	ADJ
alkej-1108	214	15	,	,	PUNCT
alkej-1108	214	16	demand	demand	NOUN
alkej-1108	214	17	-	-	PUNCT
alkej-1108	214	18	driven	drive	VERB
alkej-1108	214	19	production	production	NOUN
alkej-1108	214	20	to	to	PART
alkej-1108	214	21	handle	handle	VERB
alkej-1108	214	22	disruptions	disruption	NOUN
alkej-1108	214	23	,	,	PUNCT
alkej-1108	214	24	”	"	PUNCT
alkej-1108	214	25	ifac	ifac	NOUN
alkej-1108	214	26	-	-	PUNCT
alkej-1108	214	27	papersonline	papersonline	NOUN
alkej-1108	214	28	,	,	PUNCT
alkej-1108	214	29	2022	2022	NUM
alkej-1108	214	30	.	.	PUNCT
alkej-1108	215	1	[	[	X
alkej-1108	215	2	31	31	NUM
alkej-1108	215	3	]	]	PUNCT
alkej-1108	215	4	i.	i.	PROPN
alkej-1108	215	5	a.	a.	PROPN
alkej-1108	215	6	olaleye	olaleye	PROPN
alkej-1108	215	7	,	,	PUNCT
alkej-1108	215	8	c.	c.	PROPN
alkej-1108	215	9	mokogwu	mokogwu	PROPN
alkej-1108	215	10	,	,	PUNCT
alkej-1108	215	11	a.	a.	NOUN
alkej-1108	215	12	q.	q.	PROPN
alkej-1108	215	13	olufemiphillips	olufemiphillip	NOUN
alkej-1108	215	14	,	,	PUNCT
alkej-1108	215	15	and	and	CCONJ
alkej-1108	215	16	t.	t.	PROPN
alkej-1108	215	17	t.	t.	PROPN
alkej-1108	215	18	adewale	adewale	PROPN
alkej-1108	215	19	,	,	PUNCT
alkej-1108	215	20	“	"	PUNCT
alkej-1108	215	21	transforming	transform	VERB
alkej-1108	215	22	supply	supply	NOUN
alkej-1108	215	23	chain	chain	NOUN
alkej-1108	215	24	resilience	resilience	NOUN
alkej-1108	215	25	:	:	PUNCT
alkej-1108	215	26	frameworks	framework	NOUN
alkej-1108	215	27	and	and	CCONJ
alkej-1108	215	28	advancements	advancement	NOUN
alkej-1108	215	29	in	in	ADP
alkej-1108	215	30	predictive	predictive	ADJ
alkej-1108	215	31	analytics	analytic	NOUN
alkej-1108	215	32	and	and	CCONJ
alkej-1108	215	33	datadriven	datadriven	ADJ
alkej-1108	215	34	strategies	strategy	NOUN
alkej-1108	215	35	,	,	PUNCT
alkej-1108	215	36	”	"	PUNCT
alkej-1108	215	37	open	open	ADJ
alkej-1108	215	38	access	access	NOUN
alkej-1108	215	39	research	research	NOUN
alkej-1108	215	40	journal	journal	NOUN
alkej-1108	215	41	of	of	ADP
alkej-1108	215	42	multidisciplinary	multidisciplinary	ADJ
alkej-1108	215	43	studies	study	NOUN
alkej-1108	215	44	,	,	PUNCT
alkej-1108	215	45	2024	2024	NUM
alkej-1108	215	46	.	.	PUNCT
alkej-1108	216	1	[	[	X
alkej-1108	216	2	32	32	NUM
alkej-1108	216	3	]	]	PUNCT
alkej-1108	216	4	s.	s.	PROPN
alkej-1108	216	5	hosseini	hosseini	PROPN
alkej-1108	216	6	,	,	PUNCT
alkej-1108	216	7	d.	d.	PROPN
alkej-1108	216	8	a.	a.	PROPN
alkej-1108	216	9	ivanov	ivanov	PROPN
alkej-1108	216	10	,	,	PUNCT
alkej-1108	216	11	and	and	CCONJ
alkej-1108	216	12	j.	j.	PROPN
alkej-1108	216	13	blackhurst	blackhurst	PROPN
alkej-1108	216	14	,	,	PUNCT
alkej-1108	216	15	“	"	PUNCT
alkej-1108	216	16	conceptualisation	conceptualisation	NOUN
alkej-1108	216	17	and	and	CCONJ
alkej-1108	216	18	measurement	measurement	NOUN
alkej-1108	216	19	of	of	ADP
alkej-1108	216	20	supply	supply	NOUN
alkej-1108	216	21	chain	chain	NOUN
alkej-1108	216	22	resilience	resilience	NOUN
alkej-1108	216	23	in	in	ADP
alkej-1108	216	24	an	an	DET
alkej-1108	216	25	open	open	ADJ
alkej-1108	216	26	-	-	PUNCT
alkej-1108	216	27	system	system	NOUN
alkej-1108	216	28	context	context	NOUN
alkej-1108	216	29	,	,	PUNCT
alkej-1108	216	30	”	"	PUNCT
alkej-1108	216	31	ieee	ieee	NOUN
alkej-1108	216	32	transactions	transaction	NOUN
alkej-1108	216	33	on	on	ADP
alkej-1108	216	34	engineering	engineering	NOUN
alkej-1108	216	35	management	management	NOUN
alkej-1108	216	36	,	,	PUNCT
alkej-1108	216	37	pp	pp	ADP
alkej-1108	216	38	.	.	PUNCT
alkej-1108	217	1	1–16	1–16	NOUN
alkej-1108	217	2	,	,	PUNCT
alkej-1108	217	3	2020	2020	NUM
alkej-1108	217	4	.	.	PUNCT
alkej-1108	218	1	[	[	X
alkej-1108	218	2	33	33	NUM
alkej-1108	218	3	]	]	PUNCT
alkej-1108	218	4	r.	r.	PROPN
alkej-1108	218	5	li	li	PROPN
alkej-1108	218	6	,	,	PUNCT
alkej-1108	218	7	q.	q.	PROPN
alkej-1108	218	8	dong	dong	PROPN
alkej-1108	218	9	,	,	PUNCT
alkej-1108	218	10	c.	c.	PROPN
alkej-1108	218	11	jin	jin	PROPN
alkej-1108	218	12	,	,	PUNCT
alkej-1108	218	13	and	and	CCONJ
alkej-1108	218	14	r.	r.	PROPN
alkej-1108	218	15	kang	kang	PROPN
alkej-1108	218	16	,	,	PUNCT
alkej-1108	218	17	“	"	PUNCT
alkej-1108	218	18	a	a	DET
alkej-1108	218	19	new	new	ADJ
alkej-1108	218	20	resilience	resilience	NOUN
alkej-1108	218	21	measure	measure	NOUN
alkej-1108	218	22	for	for	ADP
alkej-1108	218	23	supply	supply	NOUN
alkej-1108	218	24	chain	chain	NOUN
alkej-1108	218	25	networks	network	NOUN
alkej-1108	218	26	,	,	PUNCT
alkej-1108	218	27	”	"	PUNCT
alkej-1108	218	28	sustainability	sustainability	NOUN
alkej-1108	218	29	,	,	PUNCT
alkej-1108	218	30	vol	vol	NOUN
alkej-1108	218	31	.	.	NOUN
alkej-1108	218	32	9	9	NUM
alkej-1108	218	33	,	,	PUNCT
alkej-1108	218	34	pp	pp	ADJ
alkej-1108	218	35	.	.	PUNCT
alkej-1108	219	1	1–19	1–19	NOUN
alkej-1108	219	2	,	,	PUNCT
alkej-1108	219	3	2017	2017	NUM
alkej-1108	219	4	.	.	PUNCT
alkej-1108	220	1	[	[	X
alkej-1108	220	2	34	34	NUM
alkej-1108	220	3	]	]	X
alkej-1108	220	4	g.	g.	PROPN
alkej-1108	220	5	arji	arji	PROPN
alkej-1108	220	6	,	,	PUNCT
alkej-1108	220	7	h.	h.	PROPN
alkej-1108	220	8	ahmadi	ahmadi	PROPN
alkej-1108	220	9	,	,	PUNCT
alkej-1108	220	10	p.	p.	PROPN
alkej-1108	220	11	avazpoor	avazpoor	NOUN
alkej-1108	220	12	,	,	PUNCT
alkej-1108	220	13	and	and	CCONJ
alkej-1108	220	14	m.	m.	NOUN
alkej-1108	220	15	hemmat	hemmat	PROPN
alkej-1108	220	16	,	,	PUNCT
alkej-1108	220	17	“	"	PUNCT
alkej-1108	220	18	identifying	identify	VERB
alkej-1108	220	19	resilience	resilience	NOUN
alkej-1108	220	20	strategies	strategy	NOUN
alkej-1108	220	21	for	for	ADP
alkej-1108	220	22	disruption	disruption	NOUN
alkej-1108	220	23	management	management	NOUN
alkej-1108	220	24	in	in	ADP
alkej-1108	220	25	the	the	DET
alkej-1108	220	26	healthcare	healthcare	NOUN
alkej-1108	220	27	supply	supply	NOUN
alkej-1108	220	28	chain	chain	NOUN
alkej-1108	220	29	during	during	ADP
alkej-1108	220	30	covid-19	covid-19	PROPN
alkej-1108	220	31	by	by	ADP
alkej-1108	220	32	digital	digital	ADJ
alkej-1108	220	33	innovations	innovation	NOUN
alkej-1108	220	34	:	:	PUNCT
alkej-1108	220	35	a	a	DET
alkej-1108	220	36	systematic	systematic	ADJ
alkej-1108	220	37	literature	literature	NOUN
alkej-1108	220	38	review	review	NOUN
alkej-1108	220	39	,	,	PUNCT
alkej-1108	220	40	”	"	PUNCT
alkej-1108	220	41	informatics	informatic	NOUN
alkej-1108	220	42	in	in	ADP
alkej-1108	220	43	medicine	medicine	NOUN
alkej-1108	220	44	unlocked	unlock	VERB
alkej-1108	220	45	,	,	PUNCT
alkej-1108	220	46	vol	vol	NOUN
alkej-1108	220	47	.	.	PROPN
alkej-1108	221	1	38	38	NUM
alkej-1108	221	2	,	,	PUNCT
alkej-1108	221	3	p.	p.	NOUN
alkej-1108	221	4	101199	101199	NUM
alkej-1108	221	5	,	,	PUNCT
alkej-1108	221	6	2023	2023	NUM
alkej-1108	221	7	.	.	PUNCT
alkej-1108	222	1	[	[	X
alkej-1108	222	2	35	35	NUM
alkej-1108	222	3	]	]	SYM
alkej-1108	222	4	i.	i.	NOUN
alkej-1108	222	5	alsakhen	alsakhen	PROPN
alkej-1108	222	6	,	,	PUNCT
alkej-1108	222	7	l.	l.	PROPN
alkej-1108	222	8	buics	buics	PROPN
alkej-1108	222	9	,	,	PUNCT
alkej-1108	222	10	and	and	CCONJ
alkej-1108	222	11	e.	e.	PROPN
alkej-1108	222	12	süle	süle	PROPN
alkej-1108	222	13	,	,	PUNCT
alkej-1108	222	14	“	"	PUNCT
alkej-1108	222	15	ai	ai	ADJ
alkej-1108	222	16	-	-	PUNCT
alkej-1108	222	17	driven	drive	VERB
alkej-1108	222	18	resilience	resilience	NOUN
alkej-1108	222	19	in	in	ADP
alkej-1108	222	20	revolutionising	revolutionise	VERB
alkej-1108	222	21	supply	supply	NOUN
alkej-1108	222	22	chain	chain	NOUN
alkej-1108	222	23	management	management	NOUN
alkej-1108	222	24	:	:	PUNCT
alkej-1108	222	25	a	a	DET
alkej-1108	222	26	systematic	systematic	ADJ
alkej-1108	222	27	literature	literature	NOUN
alkej-1108	222	28	review	review	NOUN
alkej-1108	222	29	,	,	PUNCT
alkej-1108	222	30	”	"	PUNCT
alkej-1108	222	31	journal	journal	NOUN
alkej-1108	222	32	of	of	ADP
alkej-1108	222	33	infrastructure	infrastructure	NOUN
alkej-1108	222	34	,	,	PUNCT
alkej-1108	222	35	policy	policy	NOUN
alkej-1108	222	36	and	and	CCONJ
alkej-1108	222	37	development	development	NOUN
alkej-1108	222	38	,	,	PUNCT
alkej-1108	222	39	vol	vol	NOUN
alkej-1108	222	40	.	.	PROPN
alkej-1108	222	41	8	8	NUM
alkej-1108	222	42	,	,	PUNCT
alkej-1108	222	43	no	no	INTJ
alkej-1108	222	44	.	.	NOUN
alkej-1108	222	45	16	16	NUM
alkej-1108	222	46	,	,	PUNCT
alkej-1108	222	47	p.	p.	NOUN
alkej-1108	222	48	9474	9474	NUM
alkej-1108	222	49	,	,	PUNCT
alkej-1108	222	50	2024	2024	NUM
alkej-1108	222	51	,	,	PUNCT
alkej-1108	222	52	doi	doi	NOUN
alkej-1108	222	53	:	:	PUNCT
alkej-1108	222	54	10.24294	10.24294	NUM
alkej-1108	222	55	/	/	SYM
alkej-1108	222	56	jipd9474	jipd9474	PROPN
alkej-1108	222	57	.	.	PUNCT
alkej-1108	223	1	[	[	X
alkej-1108	223	2	36	36	NUM
alkej-1108	223	3	]	]	X
alkej-1108	223	4	j.	j.	PROPN
alkej-1108	223	5	o.	o.	PROPN
alkej-1108	223	6	enyejo	enyejo	PROPN
alkej-1108	223	7	,	,	PUNCT
alkej-1108	223	8	a.	a.	PROPN
alkej-1108	223	9	f.	f.	PROPN
alkej-1108	223	10	adeyemi	adeyemi	PROPN
alkej-1108	223	11	,	,	PUNCT
alkej-1108	223	12	t.	t.	PROPN
alkej-1108	223	13	m.	m.	PROPN
alkej-1108	223	14	olola	olola	PROPN
alkej-1108	223	15	,	,	PUNCT
alkej-1108	223	16	e.	e.	PROPN
alkej-1108	223	17	igba	igba	PROPN
alkej-1108	223	18	,	,	PUNCT
alkej-1108	223	19	and	and	CCONJ
alkej-1108	223	20	o.	o.	PROPN
alkej-1108	223	21	q.	q.	PROPN
alkej-1108	223	22	obani	obani	PROPN
alkej-1108	223	23	,	,	PUNCT
alkej-1108	223	24	“	"	PUNCT
alkej-1108	223	25	resilience	resilience	NOUN
alkej-1108	223	26	in	in	ADP
alkej-1108	223	27	supply	supply	NOUN
alkej-1108	223	28	chains	chain	NOUN
alkej-1108	223	29	:	:	PUNCT
alkej-1108	223	30	how	how	SCONJ
alkej-1108	223	31	technology	technology	NOUN
alkej-1108	223	32	is	be	AUX
alkej-1108	223	33	helping	help	VERB
alkej-1108	223	34	usa	usa	PROPN
alkej-1108	223	35	companies	company	NOUN
alkej-1108	223	36	navigate	navigate	VERB
alkej-1108	223	37	disruptions	disruption	NOUN
alkej-1108	223	38	,	,	PUNCT
alkej-1108	223	39	”	"	PUNCT
alkej-1108	223	40	magna	magna	PROPN
alkej-1108	223	41	scientia	scientia	PROPN
alkej-1108	223	42	advanced	advanced	PROPN
alkej-1108	223	43	research	research	NOUN
alkej-1108	223	44	and	and	CCONJ
alkej-1108	223	45	reviews	review	NOUN
alkej-1108	223	46	,	,	PUNCT
alkej-1108	223	47	vol	vol	NOUN
alkej-1108	223	48	.	.	PROPN
alkej-1108	223	49	11	11	NUM
alkej-1108	223	50	,	,	PUNCT
alkej-1108	223	51	no	no	INTJ
alkej-1108	223	52	.	.	NOUN
alkej-1108	223	53	2	2	NUM
alkej-1108	223	54	,	,	PUNCT
alkej-1108	223	55	pp	pp	ADJ
alkej-1108	223	56	.	.	PUNCT
alkej-1108	224	1	261–277	261–277	NUM
alkej-1108	224	2	,	,	PUNCT
alkej-1108	224	3	2024	2024	NUM
alkej-1108	224	4	,	,	PUNCT
alkej-1108	224	5	doi	doi	NOUN
alkej-1108	224	6	:	:	PUNCT
alkej-1108	224	7	10.30574	10.30574	NUM
alkej-1108	224	8	/	/	SYM
alkej-1108	224	9	msarr.2024.11.2.0129	msarr.2024.11.2.0129	NOUN
alkej-1108	224	10	.	.	PUNCT
alkej-1108	225	1	[	[	X
alkej-1108	225	2	37	37	NUM
alkej-1108	225	3	]	]	X
alkej-1108	225	4	s.	s.	PROPN
alkej-1108	225	5	mandal	mandal	PROPN
alkej-1108	225	6	,	,	PUNCT
alkej-1108	225	7	“	"	PUNCT
alkej-1108	225	8	supply	supply	NOUN
alkej-1108	225	9	chain	chain	NOUN
alkej-1108	225	10	resilience	resilience	NOUN
alkej-1108	225	11	:	:	PUNCT
alkej-1108	225	12	a	a	DET
alkej-1108	225	13	state	state	NOUN
alkej-1108	225	14	-	-	PUNCT
alkej-1108	225	15	ofthe	ofthe	NOUN
alkej-1108	225	16	-	-	PUNCT
alkej-1108	225	17	art	art	NOUN
alkej-1108	225	18	review	review	NOUN
alkej-1108	225	19	and	and	CCONJ
alkej-1108	225	20	research	research	NOUN
alkej-1108	225	21	directions	direction	NOUN
alkej-1108	225	22	,	,	PUNCT
alkej-1108	225	23	”	"	PUNCT
alkej-1108	225	24	international	international	ADJ
alkej-1108	225	25	journal	journal	NOUN
alkej-1108	225	26	of	of	ADP
alkej-1108	225	27	disaster	disaster	NOUN
alkej-1108	225	28	resilience	resilience	NOUN
alkej-1108	225	29	in	in	ADP
alkej-1108	225	30	the	the	DET
alkej-1108	225	31	built	build	VERB
alkej-1108	225	32	environment	environment	NOUN
alkej-1108	225	33	,	,	PUNCT
alkej-1108	225	34	vol	vol	NOUN
alkej-1108	225	35	.	.	PROPN
alkej-1108	225	36	5	5	NUM
alkej-1108	225	37	,	,	PUNCT
alkej-1108	225	38	pp	pp	ADJ
alkej-1108	225	39	.	.	PUNCT
alkej-1108	226	1	427–453	427–453	NUM
alkej-1108	226	2	,	,	PUNCT
alkej-1108	226	3	2014	2014	NUM
alkej-1108	226	4	.	.	PUNCT
alkej-1108	227	1	[	[	X
alkej-1108	227	2	38	38	NUM
alkej-1108	227	3	]	]	PUNCT
alkej-1108	227	4	g.	g.	PROPN
alkej-1108	227	5	baryannis	baryannis	PROPN
alkej-1108	227	6	,	,	PUNCT
alkej-1108	227	7	s.	s.	PROPN
alkej-1108	227	8	dani	dani	PROPN
alkej-1108	227	9	,	,	PUNCT
alkej-1108	227	10	and	and	CCONJ
alkej-1108	227	11	s.	s.	PROPN
alkej-1108	227	12	validi	validi	PROPN
alkej-1108	227	13	,	,	PUNCT
alkej-1108	227	14	"	"	PUNCT
alkej-1108	227	15	decision	decision	NOUN
alkej-1108	227	16	support	support	NOUN
alkej-1108	227	17	systems	system	NOUN
alkej-1108	227	18	and	and	CCONJ
alkej-1108	227	19	artificial	artificial	ADJ
alkej-1108	227	20	intelligence	intelligence	NOUN
alkej-1108	227	21	in	in	ADP
alkej-1108	227	22	supply	supply	NOUN
alkej-1108	227	23	chain	chain	NOUN
alkej-1108	227	24	risk	risk	NOUN
alkej-1108	227	25	management	management	NOUN
alkej-1108	227	26	,	,	PUNCT
alkej-1108	227	27	"	"	PUNCT
alkej-1108	227	28	in	in	ADP
alkej-1108	227	29	revisiting	revisit	VERB
alkej-1108	227	30	supply	supply	NOUN
alkej-1108	227	31	chain	chain	NOUN
alkej-1108	227	32	risk	risk	NOUN
alkej-1108	227	33	,	,	PUNCT
alkej-1108	227	34	vol	vol	NOUN
alkej-1108	227	35	.	.	PROPN
alkej-1108	227	36	7	7	NUM
alkej-1108	227	37	,	,	PUNCT
alkej-1108	227	38	2019	2019	NUM
alkej-1108	227	39	,	,	PUNCT
alkej-1108	227	40	isbn	isbn	ADJ
alkej-1108	227	41	:	:	PUNCT
alkej-1108	227	42	978	978	NUM
alkej-1108	227	43	-	-	SYM
alkej-1108	227	44	3	3	NUM
alkej-1108	227	45	-	-	PUNCT
alkej-1108	227	46	030	030	NUM
alkej-1108	227	47	-	-	PUNCT
alkej-1108	227	48	03812	03812	NUM
alkej-1108	227	49	-	-	PUNCT
alkej-1108	227	50	0	0	NUM
alkej-1108	227	51	.	.	PUNCT
alkej-1108	228	1	[	[	X
alkej-1108	228	2	39	39	NUM
alkej-1108	228	3	]	]	PUNCT
alkej-1108	228	4	m.	m.	NOUN
alkej-1108	228	5	christopher	christopher	PROPN
alkej-1108	228	6	and	and	CCONJ
alkej-1108	228	7	h.	h.	PROPN
alkej-1108	228	8	peck	peck	PROPN
alkej-1108	228	9	,	,	PUNCT
alkej-1108	228	10	"	"	PUNCT
alkej-1108	228	11	building	build	VERB
alkej-1108	228	12	the	the	DET
alkej-1108	228	13	resilient	resilient	ADJ
alkej-1108	228	14	supply	supply	NOUN
alkej-1108	228	15	chain	chain	NOUN
alkej-1108	228	16	,	,	PUNCT
alkej-1108	228	17	"	"	PUNCT
alkej-1108	228	18	the	the	DET
alkej-1108	228	19	international	international	ADJ
alkej-1108	228	20	journal	journal	NOUN
alkej-1108	228	21	of	of	ADP
alkej-1108	228	22	logistics	logistic	NOUN
alkej-1108	228	23	management	management	NOUN
alkej-1108	228	24	,	,	PUNCT
alkej-1108	228	25	vol	vol	NOUN
alkej-1108	228	26	.	.	PROPN
alkej-1108	228	27	15	15	NUM
alkej-1108	228	28	,	,	PUNCT
alkej-1108	228	29	no	no	INTJ
alkej-1108	228	30	.	.	NOUN
alkej-1108	228	31	2	2	NUM
alkej-1108	228	32	,	,	PUNCT
alkej-1108	228	33	pp	pp	PROPN
alkej-1108	228	34	.	.	PUNCT
alkej-1108	229	1	1–14	1–14	PROPN
alkej-1108	229	2	,	,	PUNCT
alkej-1108	229	3	2004	2004	NUM
alkej-1108	229	4	.	.	PUNCT
alkej-1108	230	1	doi.org/10.1108/09574090410700275	doi.org/10.1108/09574090410700275	PROPN
alkej-1108	230	2	(	(	PUNCT
alkej-1108	230	3	2025	2025	NUM
alkej-1108	230	4	)	)	PUNCT
alkej-1108	230	5	97	97	NUM
alkej-1108	230	6	-	-	SYM
alkej-1108	230	7	105	105	NUM
alkej-1108	230	8	،	،	NOUN
alkej-1108	230	9	صفحة	صفحة	PROPN
alkej-1108	230	10	3	3	PROPN
alkej-1108	230	11	،	،	NOUN
alkej-1108	230	12	العدد21مجلة	العدد21مجلة	PROPN
alkej-1108	230	13	الخوارزمي	الخوارزمي	PROPN
alkej-1108	230	14	الهندسية	الهندسية	PROPN
alkej-1108	230	15	المجلد	المجلد	PROPN
alkej-1108	230	16	عبد	عبد	VERB
alkej-1108	230	17	الغني	الغني	PROPN
alkej-1108	230	18	اجهار	اجهار	NOUN
alkej-1108	230	19	105	105	NUM
alkej-1108	230	20	مرونة	مرونة	NOUN
alkej-1108	230	21	سالسل	سالسل	NOUN
alkej-1108	230	22	التوريد	التوريد	NOUN
alkej-1108	230	23	في	في	ADP
alkej-1108	230	24	سياق	سياق	X
alkej-1108	230	25	اإلنتاج	اإلنتاج	PROPN
alkej-1108	230	26	والخدمات	والخدمات	PROPN
alkej-1108	230	27	اللوجستية	اللوجستية	PROPN
alkej-1108	230	28	العالمية	العالمية	PROPN
alkej-1108	230	29	jaharah	jaharah	PROPN
alkej-1108	230	30	a.	a.	PROPN
alkej-1108	230	31	ghani1	ghani1	PROPN
alkej-1108	230	32	*	*	PROPN
alkej-1108	230	33	,	,	PUNCT
alkej-1108	230	34	mohd	mohd	PROPN
alkej-1108	230	35	fadzli	fadzli	PROPN
alkej-1108	230	36	abdollah2	abdollah2	PROPN
alkej-1108	230	37	,	,	PUNCT
alkej-1108	230	38	muhammad	muhammad	PROPN
alkej-1108	230	39	rizal3	rizal3	PROPN
alkej-1108	230	40	,	,	PUNCT
alkej-1108	230	41	sulaiman	sulaiman	PROPN
alkej-1108	230	42	elias4	elias4	PROPN
alkej-1108	230	43	,	,	PUNCT
alkej-1108	230	44	aizat	aizat	PROPN
alkej-1108	230	45	abdul	abdul	PROPN
alkej-1108	230	46	rashid5	rashid5	PROPN
alkej-1108	230	47	,	,	PUNCT
alkej-1108	230	48	qamarul	qamarul	VERB
alkej-1108	230	49	syahmi	syahmi	PROPN
alkej-1108	230	50	kamaruzaman6	kamaruzaman6	PROPN
alkej-1108	230	51	,	,	PUNCT
alkej-1108	230	52	nur	nur	VERB
alkej-1108	230	53	ain	ain	PROPN
alkej-1108	230	54	najwa	najwa	PROPN
alkej-1108	230	55	zainudin7	zainudin7	PROPN
alkej-1108	230	56	,	,	PUNCT
alkej-1108	230	57	muhammad	muhammad	PROPN
alkej-1108	230	58	nursyakirin	nursyakirin	PROPN
alkej-1108	230	59	hairil	hairil	PROPN
alkej-1108	230	60	azmi8	azmi8	PROPN
alkej-1108	230	61	1,4,5,6,7,8department	1,4,5,6,7,8department	NOUN
alkej-1108	230	62	of	of	ADP
alkej-1108	230	63	mechanical	mechanical	ADJ
alkej-1108	230	64	and	and	CCONJ
alkej-1108	230	65	manufacturing	manufacturing	NOUN
alkej-1108	230	66	engineering	engineering	NOUN
alkej-1108	230	67	,	,	PUNCT
alkej-1108	230	68	faculty	faculty	NOUN
alkej-1108	230	69	of	of	ADP
alkej-1108	230	70	engineering	engineering	NOUN
alkej-1108	230	71	and	and	CCONJ
alkej-1108	230	72	built	build	VERB
alkej-1108	230	73	environment	environment	NOUN
alkej-1108	230	74	,	,	PUNCT
alkej-1108	230	75	universiti	universiti	PROPN
alkej-1108	230	76	kebangsaan	kebangsaan	PROPN
alkej-1108	230	77	malaysia	malaysia	PROPN
alkej-1108	230	78	,	,	PUNCT
alkej-1108	230	79	43600	43600	NUM
alkej-1108	230	80	bangi	bangi	PROPN
alkej-1108	230	81	,	,	PUNCT
alkej-1108	230	82	selangor	selangor	PROPN
alkej-1108	230	83	,	,	PUNCT
alkej-1108	230	84	malaysia	malaysia	PROPN
alkej-1108	230	85	2faculty	2faculty	NUM
alkej-1108	230	86	of	of	ADP
alkej-1108	230	87	technology	technology	NOUN
alkej-1108	230	88	and	and	CCONJ
alkej-1108	230	89	mechanical	mechanical	ADJ
alkej-1108	230	90	engineering	engineering	NOUN
alkej-1108	230	91	,	,	PUNCT
alkej-1108	230	92	universiti	universiti	PROPN
alkej-1108	230	93	teknikal	teknikal	PROPN
alkej-1108	230	94	malaysia	malaysia	PROPN
alkej-1108	230	95	melaka	melaka	PROPN
alkej-1108	230	96	,	,	PUNCT
alkej-1108	230	97	hang	hang	PROPN
alkej-1108	230	98	tuah	tuah	PROPN
alkej-1108	230	99	jaya	jaya	PROPN
alkej-1108	230	100	,	,	PUNCT
alkej-1108	230	101	76100	76100	NUM
alkej-1108	230	102	durian	durian	PROPN
alkej-1108	230	103	tunggal	tunggal	PROPN
alkej-1108	230	104	,	,	PUNCT
alkej-1108	230	105	melaka	melaka	PROPN
alkej-1108	230	106	,	,	PUNCT
alkej-1108	230	107	malaysia	malaysia	PROPN
alkej-1108	230	108	3department	3department	NUM
alkej-1108	230	109	of	of	ADP
alkej-1108	230	110	mechanical	mechanical	ADJ
alkej-1108	230	111	and	and	CCONJ
alkej-1108	230	112	industrial	industrial	ADJ
alkej-1108	230	113	engineering	engineering	NOUN
alkej-1108	230	114	,	,	PUNCT
alkej-1108	230	115	faculty	faculty	NOUN
alkej-1108	230	116	of	of	ADP
alkej-1108	230	117	engineering	engineering	NOUN
alkej-1108	230	118	,	,	PUNCT
alkej-1108	230	119	universitas	universita	NOUN
alkej-1108	230	120	syiah	syiah	PROPN
alkej-1108	230	121	kuala	kuala	PROPN
alkej-1108	230	122	,	,	PUNCT
alkej-1108	230	123	23111	23111	NUM
alkej-1108	230	124	,	,	PUNCT
alkej-1108	230	125	darussalam	darussalam	PROPN
alkej-1108	230	126	,	,	PUNCT
alkej-1108	230	127	banda	banda	PROPN
alkej-1108	230	128	aceh	aceh	PROPN
alkej-1108	230	129	,	,	PUNCT
alkej-1108	230	130	indonesia	indonesia	PROPN
alkej-1108	230	131	jaharahaghani@ukm.edu.myالبريد	jaharahaghani@ukm.edu.myالبريد	PROPN
alkej-1108	230	132	االلكتروني	االلكتروني	PROPN
alkej-1108	230	133	:	:	PUNCT
alkej-1108	230	134	*	*	PUNCT
alkej-1108	230	135	المستخلص	المستخلص	NOUN
alkej-1108	230	136	(	(	PUNCT
alkej-1108	230	137	في	في	ADP
alkej-1108	230	138	سياق	سياق	X
alkej-1108	230	139	اإلنتاج	اإلنتاج	PROPN
alkej-1108	230	140	والخدمات	والخدمات	PROPN
alkej-1108	230	141	اللوجستية	اللوجستية	PROPN
alkej-1108	230	142	العالمية	العالمية	PROPN
alkej-1108	230	143	،	،	PROPN
alkej-1108	230	144	مع	مع	PROPN
alkej-1108	230	145	مراعاة	مراعاة	PROPN
alkej-1108	230	146	الحاجة	الحاجة	PROPN
alkej-1108	230	147	الملحة	الملحة	PROPN
alkej-1108	230	148	ألنظمة	ألنظمة	VERB
alkej-1108	230	149	scrمرونة	scrمرونة	NOUN
alkej-1108	230	150	سلسلة	سلسلة	NOUN
alkej-1108	230	151	التوريد	التوريد	VERB
alkej-1108	230	152	)	)	PUNCT
alkej-1108	230	153	وضوعلم	وضوعلم	NOUN
alkej-1108	230	154	عميقةمراجعة	عميقةمراجعة	NOUN
alkej-1108	230	155	البحث	البحث	NOUN
alkej-1108	230	156	اهذ	اهذ	INTJ
alkej-1108	230	157	يقدم	يقدم	ADJ
alkej-1108	230	158	التوريد	التوريد	PROPN
alkej-1108	230	159	في	في	PRON
alkej-1108	230	160	اإلنتاج	اإلنتاج	PROPN
alkej-1108	230	161	والخدمات	والخدمات	PROPN
alkej-1108	230	162	اللوجسبتية	اللوجسبتية	PROPN
alkej-1108	230	163	سبسسبلمرونة	سبسسبلمرونة	PROPN
alkej-1108	230	164	اتإلى	اتإلى	NOUN
alkej-1108	230	165	دراسبة	دراسبة	VERB
alkej-1108	230	166	احتياجات	احتياجات	PROPN
alkej-1108	230	167	واسبتراتي	واسبتراتي	ADV
alkej-1108	230	168	ي	ي	X
alkej-1108	230	169	البحث	البحث	NOUN
alkej-1108	230	170	يهدفالعالمية	يهدفالعالمية	ADJ
alkej-1108	230	171	.	.	PUNCT
alkej-1108	231	1	الضبباييةمتكيفة	الضبباييةمتكيفة	PROPN
alkej-1108	231	2	وقوية	وقوية	NOUN
alkej-1108	232	1	في	في	PRON
alkej-1108	232	2	ظل	ظل	PROPN
alkej-1108	232	3	تنامي	تنامي	PROPN
alkej-1108	232	4	حالة	حالة	PROPN
alkej-1108	232	5	نفت	نفت	NOUN
alkej-1108	232	6	مرونة	مرونة	VERB
alkej-1108	232	7	سببس	سببس	NOUN
alkej-1108	232	8	"	"	PUNCT
alkej-1108	232	9	تناولتيحثا	تناولتيحثا	NOUN
alkej-1108	232	10	39العالمية	39العالمية	X
alkej-1108	232	11	.	.	PUNCT
alkej-1108	233	1	تم	تم	PROPN
alkej-1108	233	2	اختيار	اختيار	NOUN
alkej-1108	233	3	وفقاً	وفقاً	PROPN
alkej-1108	233	4	السببتراتي	السببتراتي	PROPN
alkej-1108	233	5	ية	ية	PROPN
alkej-1108	233	6	المرونة	المرونة	PROPN
alkej-1108	233	7	التي	التي	PROPN
alkej-1108	233	8	البحوثسببل	البحوثسببل	VERB
alkej-1108	233	9	التوريد	التوريد	VERB
alkej-1108	233	10	في	في	SCONJ
alkej-1108	233	11	سببياق	سببياق	NOUN
alkej-1108	233	12	اإلنتاج	اإلنتاج	ADV
alkej-1108	233	13	والخدمات	والخدمات	VERB
alkej-1108	233	14	اللوجسببتية	اللوجسببتية	NOUN
alkej-1108	233	15	العالمية	العالمية	ADJ
alkej-1108	233	16	.	.	PUNCT
alkej-1108	234	1	بب	بب	PROPN
alkej-1108	234	2	الضبو	الضبو	PROPN
alkej-1108	234	3	على	على	PROPN
alkej-1108	234	4	مواضبيع	مواضبيع	PROPN
alkej-1108	234	5	رسيسبية	رسيسبية	NOUN
alkej-1108	234	6	مثل	مثل	PROPN
alkej-1108	234	7	تعريفات	تعريفات	PROPN
alkej-1108	234	8	المرونة	المرونة	PROPN
alkej-1108	234	9	،	،	PROPN
alkej-1108	234	10	ومحر	ومحر	PROPN
alkej-1108	235	1	ات	ات	ADP
alkej-1108	235	2	االضب،راد	االضب،راد	PROPN
alkej-1108	235	3	،	،	NOUN
alkej-1108	235	4	ودمت	ودمت	PROPN
alkej-1108	235	5	التقنيات	التقنيات	PROPN
alkej-1108	235	6	تم	تم	PROPN
alkej-1108	235	7	تسبلي	تسبلي	PROPN
alkej-1108	235	8	اقترحها	اقترحها	PROPN
alkej-1108	235	9	المؤلفون	المؤلفون	PROPN
alkej-1108	235	10	.	.	PUNCT
alkej-1108	236	1	من	من	DET
alkej-1108	236	2	يين	يين	PROPN
alkej-1108	236	3	األعمال	األعمال	PROPN
alkej-1108	236	4	المختارة	المختارة	PROPN
alkej-1108	236	5	المنشبورة	المنشبورة	PROPN
alkej-1108	236	6	،	،	PROPN
alkej-1108	236	7	عيود	عيود	PROPN
alkej-1108	236	8	التصببنيع	التصببنيع	PROPN
alkej-1108	236	9	الرقببيم	الرقببيم	PROPN
alkej-1108	236	10	،	،	PROPN
alkej-1108	236	11	ومقاييم	ومقاييم	NOUN
alkej-1108	236	12	المرونة	المرونة	PROPN
alkej-1108	236	13	،	،	PROPN
alkej-1108	236	14	وت،بيقاتص	وت،بيقاتص	PROPN
alkej-1108	237	1	الصببناعية	الصببناعية	PROPN
alkej-1108	237	2	خسل	خسل	PROPN
alkej-1108	237	3	ناقش	ناقش	PROPN
alkej-1108	237	4	البحثثل	البحثثل	PROPN
alkej-1108	237	5	التواسم	التواسم	PROPN
alkej-1108	237	6	الرقمية	الرقمية	PROPN
alkej-1108	237	7	،	،	PROPN
alkej-1108	237	8	واألهمية	واألهمية	PROPN
alkej-1108	237	9	القصببول	القصببول	PROPN
alkej-1108	237	10	لنمن	لنمن	NOUN
alkej-1108	237	11	السببيبراني	السببيبراني	PROPN
alkej-1108	237	12	.	.	PUNCT
alkej-1108	238	1	ما	ما	DET
alkej-1108	238	2	الرقمية	الرقمية	NOUN
alkej-1108	238	3	م	م	PROPN
alkej-1108	238	4	النتاست	النتاست	NOUN
alkej-1108	238	5	أنص	أنص	PROPN
alkej-1108	238	6	على	على	PROPN
alkej-1108	238	7	الرغم	الرغم	PROPN
alkej-1108	238	8	من	من	PROPN
alkej-1108	238	9	أن	أن	ADP
alkej-1108	238	10	ت،بيقات	ت،بيقات	NOUN
alkej-1108	238	11	التكنولوجيا	التكنولوجيا	PROPN
alkej-1108	238	12	،	،	PROPN
alkej-1108	238	13	مثل	مثل	NOUN
alkej-1108	238	14	الذ	الذ	NOUN
alkej-1108	238	15	ا	ا	VERB
alkej-1108	238	16	اال	اال	VERB
alkej-1108	238	17	ببب،ناعي	ببب،ناعي	PROPN
alkej-1108	238	18	والتحليست	والتحليست	PROPN
alkej-1108	238	19	التنبؤية	التنبؤية	PROPN
alkej-1108	238	20	،	،	PROPN
alkej-1108	238	21	قد	قد	PROPN
alkej-1108	238	22	ع	ع	X
alkej-1108	238	23	ت	ت	DET
alkej-1108	238	24	اظهرت	اظهرت	PROPN
alkej-1108	238	25	.	.	PUNCT
alkej-1108	239	1	19	19	NUM
alkej-1108	239	2	-	-	PUNCT
alkej-1108	239	3	الكبرل	الكبرل	NOUN
alkej-1108	239	4	مثل	مثل	NOUN
alkej-1108	239	5	جاسحة	جاسحة	PROPN
alkej-1108	239	6	وفيد	وفيد	PROPN
alkej-1108	239	7	الكوارث	الكوارث	PROPN
alkej-1108	239	8	معال	معال	PROPN
alkej-1108	239	9	ة	ة	ADP
alkej-1108	239	10	فيما	فيما	ADJ
alkej-1108	239	11	يتعلم	يتعلم	NOUN
alkej-1108	239	12	يتوحيد	يتوحيد	VERB
alkej-1108	239	13	المقاييم	المقاييم	ADJ
alkej-1108	239	14	وتنسببيم	وتنسببيم	PROPN
alkej-1108	239	15	االسببتدامة	االسببتدامة	PROPN
alkej-1108	239	16	مع	مع	PROPN
alkej-1108	239	17	المرونة	المرونة	PROPN
alkej-1108	239	18	.	.	PUNCT
alkej-1108	240	1	يحاجة	يحاجة	PROPN
alkej-1108	240	2	الى	الى	PROPN
alkej-1108	240	3	(	(	PUNCT
alkej-1108	240	4	،	،	NOUN
alkej-1108	240	5	إال	إال	NOUN
alkej-1108	240	6	أن	أن	AUX
alkej-1108	240	7	العديد	العديد	VERB
alkej-1108	240	8	من	من	PROPN
alkej-1108	240	9	القضببايا	القضببايا	PROPN
alkej-1108	240	10	ال	ال	ADP
alkej-1108	240	11	ت	ت	PRON
alkej-1108	240	12	ال	ال	ADP
alkej-1108	240	13	ppcمرونة	ppcمرونة	PROPN
alkej-1108	240	14	تخ،ي	تخ،ي	PUNCT
alkej-1108	240	15	اإلنتاج	اإلنتاج	PROPN
alkej-1108	240	16	والتحكم	والتحكم	PROPN
alkej-1108	240	17	فيص	فيص	PROPN
alkej-1108	240	18	)	)	PUNCT
alkej-1108	240	19	يما	يما	NOUN
alkej-1108	240	20	ي	ي	PROPN
alkej-1108	240	21	تيح	تيح	NOUN
alkej-1108	240	22	لسببسسببل	لسببسسببل	VERB
alkej-1108	240	23	المتعددة	المتعددة	PROPN
alkej-1108	240	24	،	،	PROPN
alkej-1108	240	25	الصببناعات	الصببناعات	VERB
alkej-1108	240	26	ي	ي	PROPN
alkej-1108	240	27	يات	يات	ADJ
alkej-1108	240	28	يعض	يعض	PROPN
alkej-1108	240	29	التو	التو	PROPN
alkej-1108	240	30	ببيات	ببيات	PROPN
alkej-1108	240	31	التي	التي	PROPN
alkej-1108	240	32	تدعم	تدعم	PROPN
alkej-1108	240	33	نما	نما	NOUN
alkej-1108	240	34	ج	ج	DET
alkej-1108	240	35	المرونة	المرونة	ADJ
alkej-1108	240	36	والكفا	والكفا	NOUN
alkej-1108	240	37	ة	ة	PRON
alkej-1108	240	38	اله	اله	NOUN
alkej-1108	240	39	ينة	ينة	NOUN
alkej-1108	240	40	،	،	ADJ
alkej-1108	240	41	وأ	وأ	NOUN
alkej-1108	240	42	ر	ر	PROPN
alkej-1108	240	43	المرونة	المرونة	PROPN
alkej-1108	240	44	السببيبرانية	السببيبرانية	PROPN
alkej-1108	240	45	،	،	PROPN
alkej-1108	240	46	واسببترات	واسببترات	PROPN
alkej-1108	241	1	قدم	قدم	PROPN
alkej-1108	241	2	البحث	البحث	PROPN
alkej-1108	241	3	التوريد	التوريد	PROPN
alkej-1108	241	4	مواجهة	مواجهة	PROPN
alkej-1108	241	5	االض،رايات	االض،رايات	PROPN
alkej-1108	241	6	المستقبلية	المستقبلية	NOUN
alkej-1108	241	7	.	.	PUNCT
alkej-1108	241	8	mailto:jaharahaghani@ukm.edu.my	mailto:jaharahaghani@ukm.edu.my	NOUN