id	sid	tid	token	lemma	pos
futech-440	1	1	kexin	kexin	PROPN
futech-440	1	2	zhang	zhang	PROPN
futech-440	1	3	/future	/future	PROPN
futech-440	1	4	technology	technology	PROPN
futech-440	1	5	november	november	PROPN
futech-440	1	6	2025|	2025|	NUM
futech-440	1	7	volume	volume	NOUN
futech-440	1	8	04	04	NUM
futech-440	2	1	|	|	ADV
futech-440	2	2	issue	issue	VERB
futech-440	2	3	04	04	NUM
futech-440	3	1	|	|	CCONJ
futech-440	3	2	pages	page	VERB
futech-440	3	3	128	128	NUM
futech-440	3	4	-	-	SYM
futech-440	3	5	137	137	NUM
futech-440	3	6	128	128	NUM
futech-440	3	7	article	article	NOUN
futech-440	3	8	research	research	NOUN
futech-440	3	9	on	on	ADP
futech-440	3	10	an	an	DET
futech-440	3	11	intelligent	intelligent	ADJ
futech-440	3	12	decision	decision	NOUN
futech-440	3	13	support	support	NOUN
futech-440	3	14	system	system	NOUN
futech-440	3	15	for	for	ADP
futech-440	3	16	enterprise	enterprise	NOUN
futech-440	3	17	organizational	organizational	ADJ
futech-440	3	18	change	change	NOUN
futech-440	3	19	in	in	ADP
futech-440	3	20	the	the	DET
futech-440	3	21	digital	digital	ADJ
futech-440	3	22	economy	economy	NOUN
futech-440	3	23	environment	environment	NOUN
futech-440	3	24	kexin	kexin	PROPN
futech-440	3	25	zhang	zhang	PROPN
futech-440	3	26	*	*	PUNCT
futech-440	3	27	school	school	NOUN
futech-440	3	28	of	of	ADP
futech-440	3	29	business	business	NOUN
futech-440	3	30	,	,	PUNCT
futech-440	3	31	university	university	PROPN
futech-440	3	32	of	of	ADP
futech-440	3	33	illinois	illinois	PROPN
futech-440	3	34	at	at	ADP
futech-440	3	35	urbana	urbana	PROPN
futech-440	3	36	-	-	PUNCT
futech-440	3	37	champaign	champaign	PROPN
futech-440	3	38	,	,	PUNCT
futech-440	3	39	champaign	champaign	PROPN
futech-440	3	40	,	,	PUNCT
futech-440	3	41	illinois	illinois	PROPN
futech-440	3	42	,	,	PUNCT
futech-440	3	43	usa	usa	PROPN
futech-440	3	44	a	a	DET
futech-440	3	45	r	r	NOUN
futech-440	3	46	t	t	NOUN
futech-440	4	1	i	i	PRON
futech-440	4	2	c	c	NOUN
futech-440	4	3	l	l	NOUN
futech-440	4	4	e	e	NOUN
futech-440	5	1	i	i	PRON
futech-440	5	2	n	n	VERB
futech-440	5	3	f	f	NOUN
futech-440	5	4	o	o	NOUN
futech-440	5	5	article	article	NOUN
futech-440	5	6	history	history	NOUN
futech-440	5	7	:	:	PUNCT
futech-440	5	8	received	receive	VERB
futech-440	5	9	10	10	NUM
futech-440	5	10	june	june	PROPN
futech-440	5	11	2025	2025	NUM
futech-440	5	12	received	receive	VERB
futech-440	5	13	in	in	ADP
futech-440	5	14	revised	revise	VERB
futech-440	5	15	form	form	NOUN
futech-440	5	16	19	19	NUM
futech-440	5	17	july	july	PROPN
futech-440	5	18	2025	2025	NUM
futech-440	5	19	accepted	accept	VERB
futech-440	5	20	08	08	NUM
futech-440	5	21	august	august	PROPN
futech-440	5	22	2025	2025	NUM
futech-440	5	23	keywords	keyword	NOUN
futech-440	5	24	:	:	PUNCT
futech-440	5	25	digital	digital	ADJ
futech-440	5	26	economy	economy	NOUN
futech-440	5	27	,	,	PUNCT
futech-440	5	28	intelligent	intelligent	ADJ
futech-440	5	29	algorithm	algorithm	NOUN
futech-440	5	30	,	,	PUNCT
futech-440	5	31	multi	multi	ADJ
futech-440	5	32	-	-	ADJ
futech-440	5	33	dimensional	dimensional	ADJ
futech-440	5	34	decision	decision	NOUN
futech-440	5	35	model	model	NOUN
futech-440	5	36	,	,	PUNCT
futech-440	5	37	deep	deep	ADJ
futech-440	5	38	learning	learning	NOUN
futech-440	5	39	,	,	PUNCT
futech-440	5	40	enterprise	enterprise	NOUN
futech-440	5	41	level	level	NOUN
futech-440	5	42	*	*	NOUN
futech-440	5	43	corresponding	correspond	VERB
futech-440	5	44	author	author	NOUN
futech-440	5	45	email	email	NOUN
futech-440	5	46	address	address	NOUN
futech-440	5	47	:	:	PUNCT
futech-440	6	1	kekexins0301@163.com	kekexins0301@163.com	X
futech-440	6	2	doi	doi	PROPN
futech-440	6	3	:	:	PUNCT
futech-440	6	4	10.55670	10.55670	NUM
futech-440	6	5	/	/	SYM
futech-440	6	6	fpll.futech.4.4.11	fpll.futech.4.4.11	NOUN
futech-440	6	7	a	a	DET
futech-440	6	8	b	b	PROPN
futech-440	6	9	s	s	ADP
futech-440	6	10	t	t	PROPN
futech-440	6	11	r	r	NOUN
futech-440	6	12	a	a	DET
futech-440	6	13	c	c	NOUN
futech-440	6	14	t	t	NOUN
futech-440	6	15	this	this	DET
futech-440	6	16	investigation	investigation	NOUN
futech-440	6	17	outlines	outline	VERB
futech-440	6	18	a	a	DET
futech-440	6	19	new	new	ADJ
futech-440	6	20	intelligent	intelligent	ADJ
futech-440	6	21	system	system	NOUN
futech-440	6	22	to	to	PART
futech-440	6	23	assist	assist	VERB
futech-440	6	24	in	in	ADP
futech-440	6	25	decision	decision	NOUN
futech-440	6	26	-	-	PUNCT
futech-440	6	27	making	making	NOUN
futech-440	6	28	for	for	ADP
futech-440	6	29	enterprise	enterprise	NOUN
futech-440	6	30	organisational	organisational	ADJ
futech-440	6	31	changes	change	NOUN
futech-440	6	32	in	in	ADP
futech-440	6	33	the	the	DET
futech-440	6	34	context	context	NOUN
futech-440	6	35	of	of	ADP
futech-440	6	36	the	the	DET
futech-440	6	37	digital	digital	ADJ
futech-440	6	38	economy	economy	NOUN
futech-440	6	39	.	.	PUNCT
futech-440	7	1	the	the	DET
futech-440	7	2	innovations	innovation	NOUN
futech-440	7	3	of	of	ADP
futech-440	7	4	this	this	DET
futech-440	7	5	study	study	NOUN
futech-440	7	6	are	be	AUX
futech-440	7	7	threefold	threefold	ADV
futech-440	7	8	:	:	PUNCT
futech-440	7	9	first	first	ADV
futech-440	7	10	,	,	PUNCT
futech-440	7	11	the	the	DET
futech-440	7	12	creation	creation	NOUN
futech-440	7	13	of	of	ADP
futech-440	7	14	a	a	DET
futech-440	7	15	multidimensional	multidimensional	ADJ
futech-440	7	16	decision	decision	NOUN
futech-440	7	17	model	model	NOUN
futech-440	7	18	defined	define	VERB
futech-440	7	19	by	by	ADP
futech-440	7	20	the	the	DET
futech-440	7	21	real	real	ADJ
futech-440	7	22	-	-	PUNCT
futech-440	7	23	time	time	NOUN
futech-440	7	24	indicators	indicator	NOUN
futech-440	7	25	from	from	ADP
futech-440	7	26	the	the	DET
futech-440	7	27	digital	digital	ADJ
futech-440	7	28	economy	economy	NOUN
futech-440	7	29	,	,	PUNCT
futech-440	7	30	as	as	ADV
futech-440	7	31	well	well	ADV
futech-440	7	32	as	as	ADP
futech-440	7	33	traditional	traditional	ADJ
futech-440	7	34	metrics	metric	NOUN
futech-440	7	35	of	of	ADP
futech-440	7	36	organisational	organisational	ADJ
futech-440	7	37	change	change	NOUN
futech-440	7	38	for	for	ADP
futech-440	7	39	structural	structural	ADJ
futech-440	7	40	evolution	evolution	NOUN
futech-440	7	41	.	.	PUNCT
futech-440	8	1	second	second	ADJ
futech-440	8	2	,	,	PUNCT
futech-440	8	3	the	the	DET
futech-440	8	4	application	application	NOUN
futech-440	8	5	of	of	ADP
futech-440	8	6	a	a	DET
futech-440	8	7	hybrid	hybrid	ADJ
futech-440	8	8	intelligent	intelligent	ADJ
futech-440	8	9	algorithm	algorithm	NOUN
futech-440	8	10	that	that	PRON
futech-440	8	11	incorporates	incorporate	VERB
futech-440	8	12	deep	deep	ADJ
futech-440	8	13	learning	learning	NOUN
futech-440	8	14	with	with	ADP
futech-440	8	15	knowledge	knowledge	NOUN
futech-440	8	16	graphs	graph	NOUN
futech-440	8	17	enables	enable	VERB
futech-440	8	18	the	the	DET
futech-440	8	19	processing	processing	NOUN
futech-440	8	20	of	of	ADP
futech-440	8	21	both	both	PRON
futech-440	8	22	structured	structured	ADJ
futech-440	8	23	and	and	CCONJ
futech-440	8	24	unstructured	unstructured	ADJ
futech-440	8	25	data	datum	NOUN
futech-440	8	26	at	at	ADP
futech-440	8	27	the	the	DET
futech-440	8	28	enterprise	enterprise	NOUN
futech-440	8	29	level	level	NOUN
futech-440	8	30	,	,	PUNCT
futech-440	8	31	thereby	thereby	ADV
futech-440	8	32	offering	offer	VERB
futech-440	8	33	broader	broad	ADJ
futech-440	8	34	decision	decision	NOUN
futech-440	8	35	-	-	PUNCT
futech-440	8	36	making	make	VERB
futech-440	8	37	support	support	NOUN
futech-440	8	38	than	than	ADP
futech-440	8	39	standard	standard	ADJ
futech-440	8	40	systems	system	NOUN
futech-440	8	41	.	.	PUNCT
futech-440	9	1	third	third	ADJ
futech-440	9	2	,	,	PUNCT
futech-440	9	3	the	the	DET
futech-440	9	4	development	development	NOUN
futech-440	9	5	of	of	ADP
futech-440	9	6	a	a	DET
futech-440	9	7	system	system	NOUN
futech-440	9	8	that	that	PRON
futech-440	9	9	provides	provide	VERB
futech-440	9	10	optimised	optimise	VERB
futech-440	9	11	decision	decision	NOUN
futech-440	9	12	recommendations	recommendation	NOUN
futech-440	9	13	based	base	VERB
futech-440	9	14	on	on	ADP
futech-440	9	15	what	what	PRON
futech-440	9	16	happens	happen	VERB
futech-440	9	17	after	after	SCONJ
futech-440	9	18	the	the	DET
futech-440	9	19	decision	decision	NOUN
futech-440	9	20	is	be	AUX
futech-440	9	21	implemented	implement	VERB
futech-440	9	22	,	,	PUNCT
futech-440	9	23	thus	thus	ADV
futech-440	9	24	closing	close	VERB
futech-440	9	25	the	the	DET
futech-440	9	26	gap	gap	NOUN
futech-440	9	27	between	between	ADP
futech-440	9	28	system	system	NOUN
futech-440	9	29	design	design	NOUN
futech-440	9	30	and	and	CCONJ
futech-440	9	31	reality	reality	NOUN
futech-440	9	32	.	.	PUNCT
futech-440	10	1	results	result	NOUN
futech-440	10	2	from	from	ADP
futech-440	10	3	practical	practical	ADJ
futech-440	10	4	tests	test	NOUN
futech-440	10	5	conducted	conduct	VERB
futech-440	10	6	in	in	ADP
futech-440	10	7	several	several	ADJ
futech-440	10	8	enterprises	enterprise	NOUN
futech-440	10	9	substantiate	substantiate	VERB
futech-440	10	10	that	that	SCONJ
futech-440	10	11	the	the	DET
futech-440	10	12	proposed	propose	VERB
futech-440	10	13	system	system	NOUN
futech-440	10	14	has	have	VERB
futech-440	10	15	35	35	NUM
futech-440	10	16	%	%	NOUN
futech-440	10	17	greater	great	ADJ
futech-440	10	18	efficiency	efficiency	NOUN
futech-440	10	19	in	in	ADP
futech-440	10	20	making	make	VERB
futech-440	10	21	decisions	decision	NOUN
futech-440	10	22	and	and	CCONJ
futech-440	10	23	42	42	NUM
futech-440	10	24	%	%	NOUN
futech-440	10	25	lower	low	ADJ
futech-440	10	26	risks	risk	NOUN
futech-440	10	27	in	in	ADP
futech-440	10	28	implementing	implement	VERB
futech-440	10	29	organisational	organisational	ADJ
futech-440	10	30	changes	change	NOUN
futech-440	10	31	than	than	ADP
futech-440	10	32	the	the	DET
futech-440	10	33	traditional	traditional	ADJ
futech-440	10	34	methods	method	NOUN
futech-440	10	35	.	.	PUNCT
futech-440	11	1	this	this	DET
futech-440	11	2	development	development	NOUN
futech-440	11	3	has	have	VERB
futech-440	11	4	a	a	DET
futech-440	11	5	considerable	considerable	ADJ
futech-440	11	6	impact	impact	NOUN
futech-440	11	7	on	on	ADP
futech-440	11	8	the	the	DET
futech-440	11	9	teaching	teaching	NOUN
futech-440	11	10	and	and	CCONJ
futech-440	11	11	practice	practice	NOUN
futech-440	11	12	of	of	ADP
futech-440	11	13	intelligent	intelligent	ADJ
futech-440	11	14	decision	decision	NOUN
futech-440	11	15	support	support	NOUN
futech-440	11	16	in	in	ADP
futech-440	11	17	enterprise	enterprise	NOUN
futech-440	11	18	digital	digital	ADJ
futech-440	11	19	transformation	transformation	NOUN
futech-440	11	20	,	,	PUNCT
futech-440	11	21	posing	pose	VERB
futech-440	11	22	a	a	DET
futech-440	11	23	new	new	ADJ
futech-440	11	24	approach	approach	NOUN
futech-440	11	25	to	to	ADP
futech-440	11	26	managing	manage	VERB
futech-440	11	27	organisational	organisational	ADJ
futech-440	11	28	changes	change	NOUN
futech-440	11	29	in	in	ADP
futech-440	11	30	the	the	DET
futech-440	11	31	digital	digital	ADJ
futech-440	11	32	economy	economy	NOUN
futech-440	11	33	.	.	PUNCT
futech-440	12	1	1	1	X
futech-440	12	2	.	.	X
futech-440	12	3	introduction	introduction	NOUN
futech-440	12	4	the	the	DET
futech-440	12	5	digital	digital	ADJ
futech-440	12	6	economy	economy	NOUN
futech-440	12	7	is	be	AUX
futech-440	12	8	changing	change	VERB
futech-440	12	9	the	the	DET
futech-440	12	10	way	way	NOUN
futech-440	12	11	businesses	business	NOUN
futech-440	12	12	and	and	CCONJ
futech-440	12	13	other	other	ADJ
futech-440	12	14	organisations	organisation	NOUN
futech-440	12	15	function	function	VERB
futech-440	12	16	within	within	ADP
futech-440	12	17	their	their	PRON
futech-440	12	18	sectors	sector	NOUN
futech-440	12	19	.	.	PUNCT
futech-440	13	1	in	in	ADP
futech-440	13	2	what	what	DET
futech-440	13	3	ways	way	NOUN
futech-440	13	4	do	do	AUX
futech-440	13	5	these	these	DET
futech-440	13	6	enterprises	enterprise	NOUN
futech-440	13	7	operate	operate	VERB
futech-440	13	8	,	,	PUNCT
futech-440	13	9	compete	compete	VERB
futech-440	13	10	,	,	PUNCT
futech-440	13	11	and	and	CCONJ
futech-440	13	12	deliver	deliver	VERB
futech-440	13	13	value	value	NOUN
futech-440	13	14	in	in	ADP
futech-440	13	15	a	a	DET
futech-440	13	16	contemporary	contemporary	ADJ
futech-440	13	17	business	business	NOUN
futech-440	13	18	environment	environment	NOUN
futech-440	13	19	?	?	PUNCT
futech-440	14	1	recent	recent	ADJ
futech-440	14	2	research	research	NOUN
futech-440	14	3	suggests	suggest	VERB
futech-440	14	4	that	that	SCONJ
futech-440	14	5	digital	digital	ADJ
futech-440	14	6	transformation	transformation	NOUN
futech-440	14	7	activities	activity	NOUN
futech-440	14	8	are	be	AUX
futech-440	14	9	already	already	ADV
futech-440	14	10	answering	answer	VERB
futech-440	14	11	these	these	DET
futech-440	14	12	questions	question	NOUN
futech-440	14	13	[	[	X
futech-440	14	14	1,2	1,2	NUM
futech-440	14	15	]	]	PUNCT
futech-440	14	16	.	.	PUNCT
futech-440	15	1	organisational	organisational	ADJ
futech-440	15	2	sustainability	sustainability	NOUN
futech-440	15	3	and	and	CCONJ
futech-440	15	4	competitiveness	competitiveness	NOUN
futech-440	15	5	now	now	ADV
futech-440	15	6	rely	rely	VERB
futech-440	15	7	more	more	ADV
futech-440	15	8	on	on	ADP
futech-440	15	9	the	the	DET
futech-440	15	10	integration	integration	NOUN
futech-440	15	11	of	of	ADP
futech-440	15	12	digital	digital	ADJ
futech-440	15	13	technologies	technology	NOUN
futech-440	15	14	,	,	PUNCT
futech-440	15	15	especially	especially	ADV
futech-440	15	16	artificial	artificial	ADJ
futech-440	15	17	intelligence	intelligence	NOUN
futech-440	15	18	and	and	CCONJ
futech-440	15	19	data	datum	NOUN
futech-440	15	20	decision	decision	NOUN
futech-440	15	21	-	-	PUNCT
futech-440	15	22	making	making	NOUN
futech-440	15	23	[	[	X
futech-440	15	24	3	3	NUM
futech-440	15	25	,	,	PUNCT
futech-440	15	26	4	4	NUM
futech-440	15	27	]	]	PUNCT
futech-440	15	28	.	.	PUNCT
futech-440	16	1	while	while	SCONJ
futech-440	16	2	navigating	navigate	VERB
futech-440	16	3	the	the	DET
futech-440	16	4	digital	digital	ADJ
futech-440	16	5	transformation	transformation	NOUN
futech-440	16	6	,	,	PUNCT
futech-440	16	7	organisations	organisation	NOUN
futech-440	16	8	must	must	AUX
futech-440	16	9	confront	confront	VERB
futech-440	16	10	the	the	DET
futech-440	16	11	challenge	challenge	NOUN
futech-440	16	12	of	of	ADP
futech-440	16	13	adjusting	adjust	VERB
futech-440	16	14	their	their	PRON
futech-440	16	15	structures	structure	NOUN
futech-440	16	16	and	and	CCONJ
futech-440	16	17	management	management	NOUN
futech-440	16	18	styles	style	NOUN
futech-440	16	19	to	to	ADP
futech-440	16	20	new	new	ADJ
futech-440	16	21	technological	technological	ADJ
futech-440	16	22	possibilities	possibility	NOUN
futech-440	16	23	while	while	SCONJ
futech-440	16	24	still	still	ADV
futech-440	16	25	ensuring	ensure	VERB
futech-440	16	26	operational	operational	ADJ
futech-440	16	27	efficiency	efficiency	NOUN
futech-440	16	28	[	[	X
futech-440	16	29	5	5	NUM
futech-440	16	30	,	,	PUNCT
futech-440	16	31	6	6	NUM
futech-440	16	32	]	]	PUNCT
futech-440	16	33	.	.	PUNCT
futech-440	17	1	the	the	DET
futech-440	17	2	changes	change	NOUN
futech-440	17	3	caused	cause	VERB
futech-440	17	4	by	by	ADP
futech-440	17	5	digital	digital	ADJ
futech-440	17	6	transformation	transformation	NOUN
futech-440	17	7	in	in	ADP
futech-440	17	8	the	the	DET
futech-440	17	9	enterprise	enterprise	NOUN
futech-440	17	10	organisational	organisational	ADJ
futech-440	17	11	structures	structure	NOUN
futech-440	17	12	are	be	AUX
futech-440	17	13	numerous	numerous	ADJ
futech-440	17	14	and	and	CCONJ
futech-440	17	15	complex	complex	ADJ
futech-440	17	16	.	.	PUNCT
futech-440	18	1	there	there	PRON
futech-440	18	2	is	be	VERB
futech-440	18	3	a	a	DET
futech-440	18	4	major	major	ADJ
futech-440	18	5	shift	shift	NOUN
futech-440	18	6	in	in	ADP
futech-440	18	7	the	the	DET
futech-440	18	8	operational	operational	ADJ
futech-440	18	9	paradigms	paradigm	NOUN
futech-440	18	10	of	of	ADP
futech-440	18	11	organisations	organisation	NOUN
futech-440	18	12	,	,	PUNCT
futech-440	18	13	which	which	PRON
futech-440	18	14	requires	require	VERB
futech-440	18	15	new	new	ADJ
futech-440	18	16	forms	form	NOUN
futech-440	18	17	of	of	ADP
futech-440	18	18	decision	decision	NOUN
futech-440	18	19	-	-	PUNCT
futech-440	18	20	making	make	VERB
futech-440	18	21	and	and	CCONJ
futech-440	18	22	organisational	organisational	ADJ
futech-440	18	23	change	change	NOUN
futech-440	18	24	management	management	NOUN
futech-440	18	25	[	[	X
futech-440	18	26	7	7	NUM
futech-440	18	27	,	,	PUNCT
futech-440	18	28	8	8	NUM
futech-440	18	29	]	]	PUNCT
futech-440	18	30	.	.	PUNCT
futech-440	19	1	evidence	evidence	NOUN
futech-440	19	2	shows	show	VERB
futech-440	19	3	that	that	SCONJ
futech-440	19	4	for	for	SCONJ
futech-440	19	5	an	an	DET
futech-440	19	6	organisation	organisation	NOUN
futech-440	19	7	to	to	PART
futech-440	19	8	successfully	successfully	ADV
futech-440	19	9	transform	transform	VERB
futech-440	19	10	digitally	digitally	ADV
futech-440	19	11	,	,	PUNCT
futech-440	19	12	it	it	PRON
futech-440	19	13	must	must	AUX
futech-440	19	14	scale	scale	VERB
futech-440	19	15	past	past	ADP
futech-440	19	16	just	just	ADV
futech-440	19	17	adopting	adopt	VERB
futech-440	19	18	technology	technology	NOUN
futech-440	19	19	to	to	PART
futech-440	19	20	also	also	ADV
futech-440	19	21	undergo	undergo	VERB
futech-440	19	22	significant	significant	ADJ
futech-440	19	23	structural	structural	ADJ
futech-440	19	24	and	and	CCONJ
futech-440	19	25	cultural	cultural	ADJ
futech-440	19	26	organisational	organisational	ADJ
futech-440	19	27	alterations	alteration	NOUN
futech-440	19	28	[	[	X
futech-440	19	29	9,10	9,10	NUM
futech-440	19	30	]	]	X
futech-440	19	31	.	.	PUNCT
futech-440	20	1	the	the	DET
futech-440	20	2	appearance	appearance	NOUN
futech-440	20	3	of	of	ADP
futech-440	20	4	digital	digital	ADJ
futech-440	20	5	intelligence	intelligence	NOUN
futech-440	20	6	business	business	NOUN
futech-440	20	7	models	model	NOUN
futech-440	20	8	has	have	AUX
futech-440	20	9	created	create	VERB
futech-440	20	10	an	an	DET
futech-440	20	11	even	even	ADV
futech-440	20	12	larger	large	ADJ
futech-440	20	13	problem	problem	NOUN
futech-440	20	14	for	for	ADP
futech-440	20	15	organisations	organisation	NOUN
futech-440	20	16	,	,	PUNCT
futech-440	20	17	forcing	force	VERB
futech-440	20	18	them	they	PRON
futech-440	20	19	to	to	PART
futech-440	20	20	make	make	VERB
futech-440	20	21	more	more	ADV
futech-440	20	22	advanced	advanced	ADJ
futech-440	20	23	change	change	NOUN
futech-440	20	24	management	management	NOUN
futech-440	20	25	and	and	CCONJ
futech-440	20	26	decision	decision	NOUN
futech-440	20	27	support	support	NOUN
futech-440	20	28	systems	system	NOUN
futech-440	20	29	[	[	X
futech-440	20	30	11	11	NUM
futech-440	20	31	]	]	PUNCT
futech-440	20	32	.	.	PUNCT
futech-440	21	1	nonetheless	nonetheless	ADV
futech-440	21	2	,	,	PUNCT
futech-440	21	3	the	the	DET
futech-440	21	4	intricacy	intricacy	NOUN
futech-440	21	5	surrounding	surround	VERB
futech-440	21	6	organisational	organisational	ADJ
futech-440	21	7	decisions	decision	NOUN
futech-440	21	8	in	in	ADP
futech-440	21	9	a	a	DET
futech-440	21	10	digital	digital	ADJ
futech-440	21	11	economy	economy	NOUN
futech-440	21	12	is	be	AUX
futech-440	21	13	very	very	ADV
futech-440	21	14	challenging	challenging	ADJ
futech-440	21	15	.	.	PUNCT
futech-440	22	1	more	more	ADJ
futech-440	22	2	than	than	ADP
futech-440	22	3	one	one	NUM
futech-440	22	4	approach	approach	NOUN
futech-440	22	5	for	for	ADP
futech-440	22	6	making	make	VERB
futech-440	22	7	decisions	decision	NOUN
futech-440	22	8	does	do	AUX
futech-440	22	9	not	not	PART
futech-440	22	10	often	often	ADV
futech-440	22	11	seem	seem	VERB
futech-440	22	12	to	to	PART
futech-440	22	13	work	work	VERB
futech-440	22	14	for	for	ADP
futech-440	22	15	the	the	DET
futech-440	22	16	accelerated	accelerated	ADJ
futech-440	22	17	pace	pace	NOUN
futech-440	22	18	and	and	CCONJ
futech-440	22	19	intricacy	intricacy	NOUN
futech-440	22	20	of	of	ADP
futech-440	22	21	the	the	DET
futech-440	22	22	digital	digital	ADJ
futech-440	22	23	transformation	transformation	NOUN
futech-440	22	24	initiatives	initiative	NOUN
futech-440	22	25	[	[	X
futech-440	22	26	12,13	12,13	NUM
futech-440	22	27	]	]	PUNCT
futech-440	22	28	.	.	PUNCT
futech-440	23	1	different	different	ADJ
futech-440	23	2	organisations	organisation	NOUN
futech-440	23	3	face	face	VERB
futech-440	23	4	challenges	challenge	NOUN
futech-440	23	5	such	such	ADJ
futech-440	23	6	as	as	ADP
futech-440	23	7	integrating	integrate	VERB
futech-440	23	8	multiple	multiple	ADJ
futech-440	23	9	data	datum	NOUN
futech-440	23	10	streams	stream	NOUN
futech-440	23	11	,	,	PUNCT
futech-440	23	12	managing	manage	VERB
futech-440	23	13	real	real	ADJ
futech-440	23	14	-	-	PUNCT
futech-440	23	15	time	time	NOUN
futech-440	23	16	information	information	NOUN
futech-440	23	17	flow	flow	NOUN
futech-440	23	18	within	within	ADP
futech-440	23	19	the	the	DET
futech-440	23	20	organisation	organisation	NOUN
futech-440	23	21	,	,	PUNCT
futech-440	23	22	and	and	CCONJ
futech-440	23	23	ensuring	ensure	VERB
futech-440	23	24	consistency	consistency	NOUN
futech-440	23	25	across	across	ADP
futech-440	23	26	different	different	ADJ
futech-440	23	27	organisational	organisational	ADJ
futech-440	23	28	levels	level	NOUN
futech-440	23	29	in	in	ADP
futech-440	23	30	their	their	PRON
futech-440	23	31	decision	decision	NOUN
futech-440	23	32	-	-	PUNCT
futech-440	23	33	making	make	VERB
futech-440	23	34	processes	process	NOUN
futech-440	23	35	[	[	X
futech-440	23	36	14,15	14,15	NUM
futech-440	23	37	]	]	PUNCT
futech-440	23	38	.	.	PUNCT
futech-440	24	1	in	in	ADP
futech-440	24	2	addition	addition	NOUN
futech-440	24	3	to	to	ADP
futech-440	24	4	these	these	DET
futech-440	24	5	struggles	struggle	NOUN
futech-440	24	6	,	,	PUNCT
futech-440	24	7	shifting	shift	VERB
futech-440	24	8	and	and	CCONJ
futech-440	24	9	emerging	emerge	VERB
futech-440	24	10	characteristics	characteristic	NOUN
futech-440	24	11	of	of	ADP
futech-440	24	12	a	a	DET
futech-440	24	13	digital	digital	ADJ
futech-440	24	14	economy	economy	NOUN
futech-440	24	15	pose	pose	VERB
futech-440	24	16	additional	additional	ADJ
futech-440	24	17	obstacles	obstacle	NOUN
futech-440	24	18	in	in	ADP
futech-440	24	19	terms	term	NOUN
futech-440	24	20	of	of	ADP
futech-440	24	21	how	how	SCONJ
futech-440	24	22	resources	resource	NOUN
futech-440	24	23	are	be	AUX
futech-440	24	24	allocated	allocate	VERB
futech-440	24	25	,	,	PUNCT
futech-440	24	26	what	what	DET
futech-440	24	27	methods	method	NOUN
futech-440	24	28	or	or	CCONJ
futech-440	24	29	systems	system	NOUN
futech-440	24	30	are	be	AUX
futech-440	24	31	utilised	utilise	VERB
futech-440	24	32	,	,	PUNCT
futech-440	24	33	and	and	CCONJ
futech-440	24	34	how	how	SCONJ
futech-440	24	35	the	the	DET
futech-440	24	36	organisation	organisation	NOUN
futech-440	24	37	’s	’s	PART
futech-440	24	38	structure	structure	NOUN
futech-440	24	39	adapts	adapt	VERB
futech-440	24	40	.	.	PUNCT
futech-440	25	1	these	these	DET
futech-440	25	2	issues	issue	NOUN
futech-440	25	3	underscore	underscore	VERB
futech-440	25	4	the	the	DET
futech-440	25	5	attention	attention	NOUN
futech-440	25	6	that	that	PRON
futech-440	25	7	must	must	AUX
futech-440	25	8	be	be	AUX
futech-440	25	9	given	give	VERB
futech-440	25	10	to	to	PART
futech-440	25	11	provide	provide	VERB
futech-440	25	12	intelligent	intelligent	ADJ
futech-440	25	13	support	support	NOUN
futech-440	25	14	systems	system	NOUN
futech-440	25	15	to	to	PART
futech-440	25	16	address	address	VERB
futech-440	25	17	decision	decision	NOUN
futech-440	25	18	-	-	PUNCT
futech-440	25	19	making	making	NOUN
futech-440	25	20	at	at	ADP
futech-440	25	21	the	the	DET
futech-440	25	22	complex	complex	ADJ
futech-440	25	23	systems	system	NOUN
futech-440	25	24	level	level	NOUN
futech-440	25	25	[	[	X
futech-440	25	26	16,17	16,17	NUM
futech-440	25	27	]	]	PUNCT
futech-440	25	28	.	.	PUNCT
futech-440	26	1	new	new	ADJ
futech-440	26	2	studies	study	NOUN
futech-440	26	3	highlight	highlight	VERB
futech-440	26	4	the	the	DET
futech-440	26	5	need	need	NOUN
futech-440	26	6	for	for	ADP
futech-440	26	7	a	a	DET
futech-440	26	8	multifunctional	multifunctional	ADJ
futech-440	26	9	decision	decision	NOUN
futech-440	26	10	support	support	NOUN
futech-440	26	11	system	system	NOUN
futech-440	26	12	that	that	PRON
futech-440	26	13	meets	meet	VERB
futech-440	26	14	an	an	DET
futech-440	26	15	organisation	organisation	NOUN
futech-440	26	16	's	's	PART
futech-440	26	17	sustainable	sustainable	ADJ
futech-440	26	18	development	development	NOUN
futech-440	26	19	requirements	requirement	NOUN
futech-440	26	20	in	in	ADP
futech-440	26	21	the	the	DET
futech-440	26	22	context	context	NOUN
futech-440	26	23	of	of	ADP
futech-440	26	24	digital	digital	ADJ
futech-440	26	25	transformation	transformation	NOUN
futech-440	26	26	[	[	X
futech-440	26	27	18,19	18,19	X
futech-440	26	28	]	]	X
futech-440	26	29	.	.	PUNCT
futech-440	27	1	however	however	ADV
futech-440	27	2	,	,	PUNCT
futech-440	27	3	little	little	ADJ
futech-440	27	4	to	to	ADP
futech-440	27	5	no	no	DET
futech-440	27	6	attention	attention	NOUN
futech-440	27	7	has	have	AUX
futech-440	27	8	been	be	AUX
futech-440	27	9	given	give	VERB
futech-440	27	10	to	to	ADP
futech-440	27	11	how	how	SCONJ
futech-440	27	12	intelligent	intelligent	ADJ
futech-440	27	13	support	support	NOUN
futech-440	27	14	for	for	ADP
futech-440	27	15	decision	decision	NOUN
futech-440	27	16	-	-	PUNCT
futech-440	27	17	making	make	VERB
futech-440	27	18	systems	system	NOUN
futech-440	27	19	can	can	AUX
futech-440	27	20	support	support	VERB
futech-440	27	21	the	the	DET
futech-440	27	22	specific	specific	ADJ
futech-440	27	23	aspects	aspect	NOUN
futech-440	27	24	of	of	ADP
futech-440	27	25	organisational	organisational	ADJ
futech-440	27	26	change	change	NOUN
futech-440	27	27	management	management	NOUN
futech-440	27	28	in	in	ADP
futech-440	27	29	a	a	DET
futech-440	27	30	digital	digital	ADJ
futech-440	27	31	economy	economy	NOUN
futech-440	27	32	.	.	PUNCT
futech-440	28	1	future	future	ADJ
futech-440	28	2	technology	technology	NOUN
futech-440	28	3	open	open	ADJ
futech-440	28	4	access	access	NOUN
futech-440	28	5	journal	journal	NOUN
futech-440	28	6	https://doi.org/10.55670/fpll.futech.4.4.11	https://doi.org/10.55670/fpll.futech.4.4.11	PROPN
futech-440	28	7	november	november	PROPN
futech-440	28	8	2025|	2025|	NUM
futech-440	28	9	volume	volume	NOUN
futech-440	28	10	04	04	NUM
futech-440	29	1	|	|	ADV
futech-440	29	2	issue	issue	VERB
futech-440	29	3	04	04	NUM
futech-440	30	1	|	|	CCONJ
futech-440	30	2	pages	page	NOUN
futech-440	30	3	128137	128137	NUM
futech-440	30	4	journal	journal	PROPN
futech-440	30	5	homepage	homepage	NOUN
futech-440	30	6	:	:	PUNCT
futech-440	30	7	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-440	30	8	issn	issn	VERB
futech-440	30	9	2832	2832	NUM
futech-440	30	10	-	-	SYM
futech-440	30	11	0379	0379	NUM
futech-440	30	12	mailto:kekexins0301@163.com	mailto:kekexins0301@163.com	X
futech-440	30	13	https://doi.org/10.55670/fpll.futech.4.4.11	https://doi.org/10.55670/fpll.futech.4.4.11	PROPN
futech-440	30	14	https://fupubco.com/futech	https://fupubco.com/futech	PROPN
futech-440	30	15	kexin	kexin	PROPN
futech-440	30	16	zhang	zhang	PROPN
futech-440	30	17	/future	/future	PROPN
futech-440	30	18	technology	technology	PROPN
futech-440	30	19	november	november	PROPN
futech-440	30	20	2025|	2025|	NUM
futech-440	31	1	volume	volume	NOUN
futech-440	31	2	04	04	NUM
futech-440	32	1	|	|	ADV
futech-440	32	2	issue	issue	VERB
futech-440	32	3	04	04	NUM
futech-440	33	1	|	|	CCONJ
futech-440	33	2	pages	page	VERB
futech-440	33	3	128	128	NUM
futech-440	33	4	-	-	SYM
futech-440	33	5	137	137	NUM
futech-440	33	6	129	129	NUM
futech-440	33	7	this	this	DET
futech-440	33	8	study	study	NOUN
futech-440	33	9	seeks	seek	VERB
futech-440	33	10	to	to	PART
futech-440	33	11	fill	fill	VERB
futech-440	33	12	these	these	DET
futech-440	33	13	gaps	gap	NOUN
futech-440	33	14	by	by	ADP
futech-440	33	15	designing	design	VERB
futech-440	33	16	and	and	CCONJ
futech-440	33	17	assessing	assess	VERB
futech-440	33	18	an	an	DET
futech-440	33	19	intelligent	intelligent	ADJ
futech-440	33	20	decision	decision	NOUN
futech-440	33	21	support	support	NOUN
futech-440	33	22	system	system	NOUN
futech-440	33	23	for	for	ADP
futech-440	33	24	change	change	NOUN
futech-440	33	25	management	management	NOUN
futech-440	33	26	in	in	ADP
futech-440	33	27	an	an	DET
futech-440	33	28	organisation	organisation	NOUN
futech-440	33	29	within	within	ADP
futech-440	33	30	the	the	DET
futech-440	33	31	context	context	NOUN
futech-440	33	32	of	of	ADP
futech-440	33	33	a	a	DET
futech-440	33	34	digital	digital	ADJ
futech-440	33	35	economy	economy	NOUN
futech-440	33	36	.	.	PUNCT
futech-440	34	1	the	the	DET
futech-440	34	2	research	research	NOUN
futech-440	34	3	goals	goal	NOUN
futech-440	34	4	include	include	VERB
futech-440	34	5	exploring	explore	VERB
futech-440	34	6	the	the	DET
futech-440	34	7	interdependence	interdependence	NOUN
futech-440	34	8	between	between	ADP
futech-440	34	9	intelligent	intelligent	ADJ
futech-440	34	10	decision	decision	NOUN
futech-440	34	11	support	support	NOUN
futech-440	34	12	systems	system	NOUN
futech-440	34	13	and	and	CCONJ
futech-440	34	14	organisational	organisational	ADJ
futech-440	34	15	change	change	NOUN
futech-440	34	16	effectiveness	effectiveness	NOUN
futech-440	34	17	,	,	PUNCT
futech-440	34	18	constructing	construct	VERB
futech-440	34	19	an	an	DET
futech-440	34	20	inclusive	inclusive	ADJ
futech-440	34	21	model	model	NOUN
futech-440	34	22	of	of	ADP
futech-440	34	23	artificial	artificial	ADJ
futech-440	34	24	intelligence	intelligence	NOUN
futech-440	34	25	interrelation	interrelation	NOUN
futech-440	34	26	with	with	ADP
futech-440	34	27	organisational	organisational	ADJ
futech-440	34	28	decision	decision	NOUN
futech-440	34	29	making	making	NOUN
futech-440	34	30	,	,	PUNCT
futech-440	34	31	and	and	CCONJ
futech-440	34	32	assessing	assess	VERB
futech-440	34	33	the	the	DET
futech-440	34	34	effects	effect	NOUN
futech-440	34	35	of	of	ADP
futech-440	34	36	intelligent	intelligent	ADJ
futech-440	34	37	support	support	NOUN
futech-440	34	38	systems	system	NOUN
futech-440	34	39	on	on	ADP
futech-440	34	40	the	the	DET
futech-440	34	41	outcomes	outcome	NOUN
futech-440	34	42	of	of	ADP
futech-440	34	43	the	the	DET
futech-440	34	44	organisational	organisational	ADJ
futech-440	34	45	transformation	transformation	NOUN
futech-440	34	46	[	[	X
futech-440	34	47	20	20	NUM
futech-440	34	48	]	]	PUNCT
futech-440	34	49	.	.	PUNCT
futech-440	35	1	the	the	DET
futech-440	35	2	precise	precise	ADJ
futech-440	35	3	ict	ict	NOUN
futech-440	35	4	-	-	PUNCT
futech-440	35	5	related	relate	VERB
futech-440	35	6	research	research	NOUN
futech-440	35	7	questions	question	NOUN
futech-440	35	8	centre	centre	NOUN
futech-440	35	9	on	on	ADP
futech-440	35	10	intelligent	intelligent	ADJ
futech-440	35	11	systems	system	NOUN
futech-440	35	12	providing	provide	VERB
futech-440	35	13	better	well	ADJ
futech-440	35	14	assistance	assistance	NOUN
futech-440	35	15	in	in	ADP
futech-440	35	16	decision	decision	NOUN
futech-440	35	17	-	-	PUNCT
futech-440	35	18	making	make	VERB
futech-440	35	19	processes	process	NOUN
futech-440	35	20	,	,	PUNCT
futech-440	35	21	implementation	implementation	NOUN
futech-440	35	22	of	of	ADP
futech-440	35	23	changes	change	NOUN
futech-440	35	24	within	within	ADP
futech-440	35	25	an	an	DET
futech-440	35	26	organisation	organisation	NOUN
futech-440	35	27	being	be	AUX
futech-440	35	28	more	more	ADV
futech-440	35	29	effective	effective	ADJ
futech-440	35	30	,	,	PUNCT
futech-440	35	31	and	and	CCONJ
futech-440	35	32	an	an	DET
futech-440	35	33	organisation	organisation	NOUN
futech-440	35	34	being	be	AUX
futech-440	35	35	able	able	ADJ
futech-440	35	36	to	to	PART
futech-440	35	37	adapt	adapt	VERB
futech-440	35	38	to	to	ADP
futech-440	35	39	changes	change	NOUN
futech-440	35	40	in	in	ADP
futech-440	35	41	the	the	DET
futech-440	35	42	digital	digital	ADJ
futech-440	35	43	economy	economy	NOUN
futech-440	35	44	more	more	ADV
futech-440	35	45	efficiently	efficiently	ADV
futech-440	35	46	.	.	PUNCT
futech-440	36	1	expected	expect	VERB
futech-440	36	2	outcomes	outcome	NOUN
futech-440	36	3	encompass	encompass	VERB
futech-440	36	4	organisational	organisational	ADJ
futech-440	36	5	theoretical	theoretical	ADJ
futech-440	36	6	contributions	contribution	NOUN
futech-440	36	7	on	on	ADP
futech-440	36	8	the	the	DET
futech-440	36	9	understanding	understanding	NOUN
futech-440	36	10	of	of	ADP
futech-440	36	11	change	change	NOUN
futech-440	36	12	to	to	PART
futech-440	36	13	be	be	AUX
futech-440	36	14	enabled	enable	VERB
futech-440	36	15	by	by	ADP
futech-440	36	16	technology	technology	NOUN
futech-440	36	17	and	and	CCONJ
futech-440	36	18	practical	practical	ADJ
futech-440	36	19	recommendations	recommendation	NOUN
futech-440	36	20	on	on	ADP
futech-440	36	21	how	how	SCONJ
futech-440	36	22	to	to	PART
futech-440	36	23	apply	apply	VERB
futech-440	36	24	intelligent	intelligent	ADJ
futech-440	36	25	decision	decision	NOUN
futech-440	36	26	support	support	NOUN
futech-440	36	27	systems	system	NOUN
futech-440	36	28	for	for	ADP
futech-440	36	29	organisational	organisational	ADJ
futech-440	36	30	transformation	transformation	NOUN
futech-440	36	31	projects	project	NOUN
futech-440	36	32	.	.	PUNCT
futech-440	37	1	2	2	X
futech-440	37	2	.	.	X
futech-440	37	3	authorship	authorship	NOUN
futech-440	37	4	and	and	CCONJ
futech-440	37	5	contribution	contribution	NOUN
futech-440	37	6	2.1	2.1	NUM
futech-440	37	7	research	research	NOUN
futech-440	37	8	framework	framework	NOUN
futech-440	37	9	integrating	integrate	VERB
futech-440	37	10	the	the	DET
futech-440	37	11	theoretical	theoretical	ADJ
futech-440	37	12	base	base	NOUN
futech-440	37	13	,	,	PUNCT
futech-440	37	14	system	system	NOUN
futech-440	37	15	architecture	architecture	NOUN
futech-440	37	16	design	design	NOUN
futech-440	37	17	,	,	PUNCT
futech-440	37	18	and	and	CCONJ
futech-440	37	19	its	its	PRON
futech-440	37	20	research	research	NOUN
futech-440	37	21	components	component	NOUN
futech-440	37	22	into	into	ADP
futech-440	37	23	a	a	DET
futech-440	37	24	unified	unified	ADJ
futech-440	37	25	analytical	analytical	ADJ
futech-440	37	26	framework	framework	NOUN
futech-440	37	27	describes	describe	VERB
futech-440	37	28	the	the	DET
futech-440	37	29	development	development	NOUN
futech-440	37	30	of	of	ADP
futech-440	37	31	an	an	DET
futech-440	37	32	intelligent	intelligent	ADJ
futech-440	37	33	decision	decision	NOUN
futech-440	37	34	support	support	NOUN
futech-440	37	35	system	system	NOUN
futech-440	37	36	(	(	PUNCT
futech-440	37	37	dss	dss	NOUN
futech-440	37	38	)	)	PUNCT
futech-440	37	39	for	for	ADP
futech-440	37	40	organisational	organisational	ADJ
futech-440	37	41	changes	change	NOUN
futech-440	37	42	of	of	ADP
futech-440	37	43	enterprises	enterprise	NOUN
futech-440	37	44	.	.	PUNCT
futech-440	38	1	this	this	DET
futech-440	38	2	systematic	systematic	ADJ
futech-440	38	3	approach	approach	NOUN
futech-440	38	4	guarantees	guarantee	VERB
futech-440	38	5	organisational	organisational	ADJ
futech-440	38	6	and	and	CCONJ
futech-440	38	7	functional	functional	ADJ
futech-440	38	8	coherence	coherence	NOUN
futech-440	38	9	as	as	ADV
futech-440	38	10	well	well	ADV
futech-440	38	11	as	as	ADP
futech-440	38	12	helps	help	VERB
futech-440	38	13	to	to	PART
futech-440	38	14	address	address	VERB
futech-440	38	15	the	the	DET
futech-440	38	16	problems	problem	NOUN
futech-440	38	17	of	of	ADP
futech-440	38	18	organisational	organisational	ADJ
futech-440	38	19	transformation	transformation	NOUN
futech-440	38	20	in	in	ADP
futech-440	38	21	the	the	DET
futech-440	38	22	context	context	NOUN
futech-440	38	23	of	of	ADP
futech-440	38	24	the	the	DET
futech-440	38	25	digital	digital	ADJ
futech-440	38	26	economy	economy	NOUN
futech-440	38	27	.	.	PUNCT
futech-440	39	1	this	this	DET
futech-440	39	2	integrative	integrative	ADJ
futech-440	39	3	base	base	NOUN
futech-440	39	4	relies	rely	VERB
futech-440	39	5	on	on	ADP
futech-440	39	6	four	four	NUM
futech-440	39	7	primary	primary	ADJ
futech-440	39	8	theories	theory	NOUN
futech-440	39	9	:	:	PUNCT
futech-440	39	10	digital	digital	ADJ
futech-440	39	11	economy	economy	NOUN
futech-440	39	12	,	,	PUNCT
futech-440	39	13	organisational	organisational	ADJ
futech-440	39	14	change	change	NOUN
futech-440	39	15	,	,	PUNCT
futech-440	39	16	decision	decision	NOUN
futech-440	39	17	support	support	NOUN
futech-440	39	18	systems	system	NOUN
futech-440	39	19	,	,	PUNCT
futech-440	39	20	and	and	CCONJ
futech-440	39	21	artificial	artificial	ADJ
futech-440	39	22	intelligence	intelligence	NOUN
futech-440	39	23	.	.	PUNCT
futech-440	40	1	digital	digital	ADJ
futech-440	40	2	economy	economy	NOUN
futech-440	40	3	theory	theory	NOUN
futech-440	40	4	is	be	AUX
futech-440	40	5	the	the	DET
futech-440	40	6	most	most	ADV
futech-440	40	7	contemporary	contemporary	ADJ
futech-440	40	8	,	,	PUNCT
futech-440	40	9	focusing	focus	VERB
futech-440	40	10	on	on	ADP
futech-440	40	11	explaining	explain	VERB
futech-440	40	12	the	the	DET
futech-440	40	13	business	business	NOUN
futech-440	40	14	reality	reality	NOUN
futech-440	40	15	and	and	CCONJ
futech-440	40	16	its	its	PRON
futech-440	40	17	impact	impact	NOUN
futech-440	40	18	on	on	ADP
futech-440	40	19	organisational	organisational	ADJ
futech-440	40	20	forms	form	NOUN
futech-440	40	21	.	.	PUNCT
futech-440	41	1	organisational	organisational	ADJ
futech-440	41	2	change	change	NOUN
futech-440	41	3	theory	theory	NOUN
futech-440	41	4	captures	capture	VERB
futech-440	41	5	the	the	DET
futech-440	41	6	process	process	NOUN
futech-440	41	7	and	and	CCONJ
futech-440	41	8	the	the	DET
futech-440	41	9	elements	element	NOUN
futech-440	41	10	of	of	ADP
futech-440	41	11	change	change	NOUN
futech-440	41	12	at	at	ADP
futech-440	41	13	the	the	DET
futech-440	41	14	enterprise	enterprise	NOUN
futech-440	41	15	level	level	NOUN
futech-440	41	16	,	,	PUNCT
futech-440	41	17	especially	especially	ADV
futech-440	41	18	due	due	ADJ
futech-440	41	19	to	to	ADP
futech-440	41	20	digital	digital	ADJ
futech-440	41	21	shock	shock	NOUN
futech-440	41	22	.	.	PUNCT
futech-440	42	1	the	the	DET
futech-440	42	2	decision	decision	NOUN
futech-440	42	3	support	support	NOUN
futech-440	42	4	systems	system	NOUN
futech-440	42	5	theory	theory	NOUN
futech-440	42	6	provides	provide	VERB
futech-440	42	7	the	the	DET
futech-440	42	8	established	establish	VERB
futech-440	42	9	paradigms	paradigms	NOUN
futech-440	42	10	focused	focus	VERB
futech-440	42	11	on	on	ADP
futech-440	42	12	the	the	DET
futech-440	42	13	design	design	NOUN
futech-440	42	14	of	of	ADP
futech-440	42	15	information	information	NOUN
futech-440	42	16	systems	system	NOUN
futech-440	42	17	for	for	ADP
futech-440	42	18	managers	manager	NOUN
futech-440	42	19	,	,	PUNCT
futech-440	42	20	and	and	CCONJ
futech-440	42	21	the	the	DET
futech-440	42	22	principles	principle	NOUN
futech-440	42	23	of	of	ADP
futech-440	42	24	artificial	artificial	ADJ
futech-440	42	25	intelligence	intelligence	NOUN
futech-440	42	26	make	make	VERB
futech-440	42	27	the	the	DET
futech-440	42	28	system	system	NOUN
futech-440	42	29	intelligent	intelligent	ADJ
futech-440	42	30	in	in	ADP
futech-440	42	31	the	the	DET
futech-440	42	32	proposed	propose	VERB
futech-440	42	33	system	system	NOUN
futech-440	42	34	.	.	PUNCT
futech-440	43	1	the	the	DET
futech-440	43	2	framework	framework	NOUN
futech-440	43	3	provided	provide	VERB
futech-440	43	4	in	in	ADP
futech-440	43	5	figure	figure	NOUN
futech-440	43	6	1	1	NUM
futech-440	43	7	reflects	reflect	VERB
futech-440	43	8	three	three	NUM
futech-440	43	9	dimensions	dimension	NOUN
futech-440	43	10	of	of	ADP
futech-440	43	11	the	the	DET
futech-440	43	12	research	research	NOUN
futech-440	43	13	that	that	PRON
futech-440	43	14	relate	relate	VERB
futech-440	43	15	together	together	ADV
futech-440	43	16	,	,	PUNCT
futech-440	43	17	presenting	present	VERB
futech-440	43	18	the	the	DET
futech-440	43	19	integrated	integrate	VERB
futech-440	43	20	approach	approach	NOUN
futech-440	43	21	which	which	PRON
futech-440	43	22	aims	aim	VERB
futech-440	43	23	to	to	PART
futech-440	43	24	provide	provide	VERB
futech-440	43	25	intelligent	intelligent	ADJ
futech-440	43	26	support	support	NOUN
futech-440	43	27	to	to	ADP
futech-440	43	28	the	the	DET
futech-440	43	29	changes	change	NOUN
futech-440	43	30	in	in	ADP
futech-440	43	31	organisation	organisation	NOUN
futech-440	43	32	structure	structure	NOUN
futech-440	43	33	and	and	CCONJ
futech-440	43	34	processes	process	NOUN
futech-440	43	35	.	.	PUNCT
futech-440	44	1	this	this	DET
futech-440	44	2	framework	framework	NOUN
futech-440	44	3	highlights	highlight	VERB
futech-440	44	4	the	the	DET
futech-440	44	5	hypothesised	hypothesised	ADJ
futech-440	44	6	relationships	relationship	NOUN
futech-440	44	7	that	that	PRON
futech-440	44	8	exist	exist	VERB
futech-440	44	9	between	between	ADP
futech-440	44	10	theoretical	theoretical	ADJ
futech-440	44	11	bases	basis	NOUN
futech-440	44	12	,	,	PUNCT
futech-440	44	13	system	system	NOUN
futech-440	44	14	components	component	NOUN
futech-440	44	15	of	of	ADP
futech-440	44	16	the	the	DET
futech-440	44	17	architecture	architecture	NOUN
futech-440	44	18	,	,	PUNCT
futech-440	44	19	and	and	CCONJ
futech-440	44	20	how	how	SCONJ
futech-440	44	21	these	these	DET
futech-440	44	22	components	component	NOUN
futech-440	44	23	and	and	CCONJ
futech-440	44	24	elements	element	NOUN
futech-440	44	25	are	be	AUX
futech-440	44	26	hypothesised	hypothesise	VERB
futech-440	44	27	to	to	PART
futech-440	44	28	aid	aid	VERB
futech-440	44	29	in	in	ADP
futech-440	44	30	fulfilling	fulfil	VERB
futech-440	44	31	the	the	DET
futech-440	44	32	aims	aim	NOUN
futech-440	44	33	of	of	ADP
futech-440	44	34	this	this	DET
futech-440	44	35	research	research	NOUN
futech-440	44	36	.	.	PUNCT
futech-440	45	1	figure	figure	NOUN
futech-440	45	2	1	1	NUM
futech-440	45	3	.	.	PUNCT
futech-440	45	4	integrated	integrate	VERB
futech-440	45	5	research	research	NOUN
futech-440	45	6	framework	framework	NOUN
futech-440	45	7	for	for	ADP
futech-440	45	8	an	an	DET
futech-440	45	9	intelligent	intelligent	ADJ
futech-440	45	10	decision	decision	NOUN
futech-440	45	11	support	support	NOUN
futech-440	45	12	system	system	NOUN
futech-440	45	13	the	the	DET
futech-440	45	14	system	system	NOUN
futech-440	45	15	architecture	architecture	NOUN
futech-440	45	16	comprises	comprise	VERB
futech-440	45	17	four	four	NUM
futech-440	45	18	layers	layer	NOUN
futech-440	45	19	:	:	PUNCT
futech-440	45	20	the	the	DET
futech-440	45	21	data	data	NOUN
futech-440	45	22	layer	layer	NOUN
futech-440	45	23	,	,	PUNCT
futech-440	45	24	which	which	PRON
futech-440	45	25	is	be	AUX
futech-440	45	26	responsible	responsible	ADJ
futech-440	45	27	for	for	ADP
futech-440	45	28	gathering	gather	VERB
futech-440	45	29	and	and	CCONJ
futech-440	45	30	processing	process	VERB
futech-440	45	31	organisational	organisational	ADJ
futech-440	45	32	data	datum	NOUN
futech-440	45	33	;	;	PUNCT
futech-440	45	34	the	the	DET
futech-440	45	35	model	model	NOUN
futech-440	45	36	layer	layer	NOUN
futech-440	45	37	,	,	PUNCT
futech-440	45	38	which	which	PRON
futech-440	45	39	implements	implement	VERB
futech-440	45	40	intelligent	intelligent	ADJ
futech-440	45	41	algorithms	algorithm	NOUN
futech-440	45	42	;	;	PUNCT
futech-440	45	43	the	the	DET
futech-440	45	44	service	service	NOUN
futech-440	45	45	layer	layer	NOUN
futech-440	45	46	,	,	PUNCT
futech-440	45	47	which	which	PRON
futech-440	45	48	performs	perform	VERB
futech-440	45	49	decision	decision	NOUN
futech-440	45	50	support	support	NOUN
futech-440	45	51	activities	activity	NOUN
futech-440	45	52	;	;	PUNCT
futech-440	45	53	and	and	CCONJ
futech-440	45	54	the	the	DET
futech-440	45	55	interface	interface	NOUN
futech-440	45	56	layer	layer	NOUN
futech-440	45	57	,	,	PUNCT
futech-440	45	58	which	which	PRON
futech-440	45	59	focuses	focus	VERB
futech-440	45	60	on	on	ADP
futech-440	45	61	user	user	NOUN
futech-440	45	62	interaction	interaction	NOUN
futech-440	45	63	.	.	PUNCT
futech-440	46	1	such	such	ADJ
futech-440	46	2	layered	layered	ADJ
futech-440	46	3	architecture	architecture	NOUN
futech-440	46	4	guarantees	guarantee	VERB
futech-440	46	5	modularity	modularity	NOUN
futech-440	46	6	,	,	PUNCT
futech-440	46	7	scalability	scalability	NOUN
futech-440	46	8	,	,	PUNCT
futech-440	46	9	and	and	CCONJ
futech-440	46	10	integration	integration	NOUN
futech-440	46	11	of	of	ADP
futech-440	46	12	different	different	ADJ
futech-440	46	13	system	system	NOUN
futech-440	46	14	parts	part	NOUN
futech-440	46	15	without	without	ADP
futech-440	46	16	a	a	DET
futech-440	46	17	deterioration	deterioration	NOUN
futech-440	46	18	of	of	ADP
futech-440	46	19	the	the	DET
futech-440	46	20	separation	separation	NOUN
futech-440	46	21	of	of	ADP
futech-440	46	22	concerns	concern	NOUN
futech-440	46	23	and	and	CCONJ
futech-440	46	24	achieves	achieve	VERB
futech-440	46	25	system	system	NOUN
futech-440	46	26	functionality	functionality	NOUN
futech-440	46	27	efficiency	efficiency	NOUN
futech-440	46	28	.	.	PUNCT
futech-440	47	1	the	the	DET
futech-440	47	2	formulated	formulate	VERB
futech-440	47	3	research	research	NOUN
futech-440	47	4	hypotheses	hypothesis	NOUN
futech-440	47	5	are	be	AUX
futech-440	47	6	designed	design	VERB
futech-440	47	7	to	to	PART
futech-440	47	8	confirm	confirm	VERB
futech-440	47	9	both	both	CCONJ
futech-440	47	10	the	the	DET
futech-440	47	11	theoretical	theoretical	ADJ
futech-440	47	12	background	background	NOUN
futech-440	47	13	and	and	CCONJ
futech-440	47	14	practical	practical	ADJ
futech-440	47	15	aims	aim	NOUN
futech-440	47	16	of	of	ADP
futech-440	47	17	the	the	DET
futech-440	47	18	system	system	NOUN
futech-440	47	19	under	under	ADP
futech-440	47	20	consideration	consideration	NOUN
futech-440	47	21	.	.	PUNCT
futech-440	48	1	these	these	DET
futech-440	48	2	hypotheses	hypothesis	NOUN
futech-440	48	3	cover	cover	VERB
futech-440	48	4	four	four	NUM
futech-440	48	5	major	major	ADJ
futech-440	48	6	issues	issue	NOUN
futech-440	48	7	:	:	PUNCT
futech-440	48	8	the	the	DET
futech-440	48	9	system	system	NOUN
futech-440	48	10	efficiency	efficiency	NOUN
futech-440	48	11	in	in	ADP
futech-440	48	12	assisting	assist	VERB
futech-440	48	13	with	with	ADP
futech-440	48	14	making	make	VERB
futech-440	48	15	organisational	organisational	ADJ
futech-440	48	16	change	change	NOUN
futech-440	48	17	decisions	decision	NOUN
futech-440	48	18	(	(	PUNCT
futech-440	48	19	h1	h1	PROPN
futech-440	48	20	)	)	PUNCT
futech-440	48	21	,	,	PUNCT
futech-440	48	22	the	the	DET
futech-440	48	23	decision	decision	NOUN
futech-440	48	24	quality	quality	NOUN
futech-440	48	25	with	with	ADP
futech-440	48	26	system	system	NOUN
futech-440	48	27	support	support	NOUN
futech-440	48	28	(	(	PUNCT
futech-440	48	29	h2	h2	NOUN
futech-440	48	30	)	)	PUNCT
futech-440	48	31	,	,	PUNCT
futech-440	48	32	the	the	DET
futech-440	48	33	influence	influence	NOUN
futech-440	48	34	on	on	ADP
futech-440	48	35	the	the	DET
futech-440	48	36	change	change	NOUN
futech-440	48	37	management	management	NOUN
futech-440	48	38	process	process	NOUN
futech-440	48	39	(	(	PUNCT
futech-440	48	40	h3	h3	NOUN
futech-440	48	41	)	)	PUNCT
futech-440	48	42	,	,	PUNCT
futech-440	48	43	and	and	CCONJ
futech-440	48	44	factors	factor	NOUN
futech-440	48	45	of	of	ADP
futech-440	48	46	accepting	accept	VERB
futech-440	48	47	the	the	DET
futech-440	48	48	system	system	NOUN
futech-440	48	49	(	(	PUNCT
futech-440	48	50	h4	h4	PROPN
futech-440	48	51	)	)	PUNCT
futech-440	48	52	.	.	PUNCT
futech-440	49	1	each	each	DET
futech-440	49	2	hypothesis	hypothesis	NOUN
futech-440	49	3	is	be	AUX
futech-440	49	4	based	base	VERB
futech-440	49	5	on	on	ADP
futech-440	49	6	theoretical	theoretical	ADJ
futech-440	49	7	grounds	ground	NOUN
futech-440	49	8	and	and	CCONJ
futech-440	49	9	is	be	AUX
futech-440	49	10	constructed	construct	VERB
futech-440	49	11	to	to	PART
futech-440	49	12	verify	verify	VERB
futech-440	49	13	particular	particular	ADJ
futech-440	49	14	features	feature	NOUN
futech-440	49	15	of	of	ADP
futech-440	49	16	the	the	DET
futech-440	49	17	system	system	NOUN
futech-440	49	18	's	's	PART
futech-440	49	19	function	function	NOUN
futech-440	49	20	and	and	CCONJ
futech-440	49	21	impact	impact	NOUN
futech-440	49	22	.	.	PUNCT
futech-440	50	1	the	the	DET
futech-440	50	2	integration	integration	NOUN
futech-440	50	3	of	of	ADP
futech-440	50	4	these	these	DET
futech-440	50	5	three	three	NUM
futech-440	50	6	dimensions	dimension	NOUN
futech-440	50	7	forms	form	VERB
futech-440	50	8	a	a	DET
futech-440	50	9	sound	sound	ADJ
futech-440	50	10	structure	structure	NOUN
futech-440	50	11	for	for	ADP
futech-440	50	12	building	building	NOUN
futech-440	50	13	and	and	CCONJ
futech-440	50	14	assessing	assess	VERB
futech-440	50	15	the	the	DET
futech-440	50	16	intelligent	intelligent	ADJ
futech-440	50	17	decision	decision	NOUN
futech-440	50	18	support	support	NOUN
futech-440	50	19	system	system	NOUN
futech-440	50	20	.	.	PUNCT
futech-440	51	1	this	this	DET
futech-440	51	2	structure	structure	NOUN
futech-440	51	3	guarantees	guarantee	VERB
futech-440	51	4	that	that	SCONJ
futech-440	51	5	the	the	DET
futech-440	51	6	research	research	NOUN
futech-440	51	7	is	be	AUX
futech-440	51	8	theoretically	theoretically	ADV
futech-440	51	9	valid	valid	ADJ
futech-440	51	10	while	while	SCONJ
futech-440	51	11	providing	provide	VERB
futech-440	51	12	practical	practical	ADJ
futech-440	51	13	implementation	implementation	NOUN
futech-440	51	14	solutions	solution	NOUN
futech-440	51	15	and	and	CCONJ
futech-440	51	16	addressing	address	VERB
futech-440	51	17	actual	actual	ADJ
futech-440	51	18	organisational	organisational	ADJ
futech-440	51	19	requirements	requirement	NOUN
futech-440	51	20	.	.	PUNCT
futech-440	52	1	a	a	DET
futech-440	52	2	thorough	thorough	ADJ
futech-440	52	3	integrated	integrated	ADJ
futech-440	52	4	analysis	analysis	NOUN
futech-440	52	5	of	of	ADP
futech-440	52	6	the	the	DET
futech-440	52	7	technical	technical	ADJ
futech-440	52	8	and	and	CCONJ
futech-440	52	9	institutional	institutional	ADJ
futech-440	52	10	components	component	NOUN
futech-440	52	11	of	of	ADP
futech-440	52	12	the	the	DET
futech-440	52	13	decision	decision	NOUN
futech-440	52	14	support	support	NOUN
futech-440	52	15	system	system	NOUN
futech-440	52	16	is	be	AUX
futech-440	52	17	accomplished	accomplish	VERB
futech-440	52	18	by	by	ADP
futech-440	52	19	using	use	VERB
futech-440	52	20	the	the	DET
futech-440	52	21	systems	system	NOUN
futech-440	52	22	approach	approach	NOUN
futech-440	52	23	,	,	PUNCT
futech-440	52	24	which	which	PRON
futech-440	52	25	fosters	foster	VERB
futech-440	52	26	an	an	DET
futech-440	52	27	in	in	ADP
futech-440	52	28	-	-	PUNCT
futech-440	52	29	depth	depth	NOUN
futech-440	52	30	analysis	analysis	NOUN
futech-440	52	31	of	of	ADP
futech-440	52	32	its	its	PRON
futech-440	52	33	usefulness	usefulness	NOUN
futech-440	52	34	for	for	ADP
futech-440	52	35	organisational	organisational	ADJ
futech-440	52	36	change	change	NOUN
futech-440	52	37	of	of	ADP
futech-440	52	38	an	an	DET
futech-440	52	39	enterprise	enterprise	NOUN
futech-440	52	40	in	in	ADP
futech-440	52	41	the	the	DET
futech-440	52	42	context	context	NOUN
futech-440	52	43	of	of	ADP
futech-440	52	44	the	the	DET
futech-440	52	45	digital	digital	ADJ
futech-440	52	46	economy	economy	NOUN
futech-440	52	47	.	.	PUNCT
futech-440	53	1	2.2	2.2	NUM
futech-440	53	2	system	system	NOUN
futech-440	53	3	design	design	NOUN
futech-440	53	4	and	and	CCONJ
futech-440	53	5	development	development	NOUN
futech-440	53	6	the	the	DET
futech-440	53	7	intelligent	intelligent	ADJ
futech-440	53	8	decision	decision	NOUN
futech-440	53	9	support	support	NOUN
futech-440	53	10	system	system	NOUN
futech-440	53	11	(	(	PUNCT
futech-440	53	12	idss	idss	ADV
futech-440	53	13	)	)	PUNCT
futech-440	53	14	for	for	ADP
futech-440	53	15	organisational	organisational	ADJ
futech-440	53	16	change	change	NOUN
futech-440	53	17	in	in	ADP
futech-440	53	18	enterprises	enterprise	NOUN
futech-440	53	19	is	be	AUX
futech-440	53	20	constructed	construct	VERB
futech-440	53	21	as	as	ADP
futech-440	53	22	a	a	DET
futech-440	53	23	complete	complete	ADJ
futech-440	53	24	multi	multi	ADJ
futech-440	53	25	-	-	ADJ
futech-440	53	26	layered	layered	ADJ
futech-440	53	27	architecture	architecture	NOUN
futech-440	53	28	aimed	aim	VERB
futech-440	53	29	at	at	ADP
futech-440	53	30	enhancing	enhance	VERB
futech-440	53	31	decision	decision	NOUN
futech-440	53	32	-	-	PUNCT
futech-440	53	33	making	making	NOUN
futech-440	53	34	in	in	ADP
futech-440	53	35	the	the	DET
futech-440	53	36	context	context	NOUN
futech-440	53	37	of	of	ADP
futech-440	53	38	the	the	DET
futech-440	53	39	digital	digital	ADJ
futech-440	53	40	economy	economy	NOUN
futech-440	53	41	.	.	PUNCT
futech-440	54	1	the	the	DET
futech-440	54	2	provided	provide	VERB
futech-440	54	3	system	system	NOUN
futech-440	54	4	incorporates	incorporate	VERB
futech-440	54	5	sophisticated	sophisticated	ADJ
futech-440	54	6	data	datum	NOUN
futech-440	54	7	processing	processing	NOUN
futech-440	54	8	with	with	ADP
futech-440	54	9	intelligent	intelligent	ADJ
futech-440	54	10	analysis	analysis	NOUN
futech-440	54	11	to	to	PART
futech-440	54	12	give	give	VERB
futech-440	54	13	extensive	extensive	ADJ
futech-440	54	14	decision	decision	NOUN
futech-440	54	15	support	support	NOUN
futech-440	54	16	for	for	ADP
futech-440	54	17	organisational	organisational	ADJ
futech-440	54	18	transformation	transformation	NOUN
futech-440	54	19	initiatives	initiative	NOUN
futech-440	54	20	.	.	PUNCT
futech-440	55	1	according	accord	VERB
futech-440	55	2	to	to	PART
futech-440	55	3	figure	figure	NOUN
futech-440	55	4	2	2	NUM
futech-440	55	5	,	,	PUNCT
futech-440	55	6	the	the	DET
futech-440	55	7	system	system	NOUN
futech-440	55	8	structure	structure	NOUN
futech-440	55	9	consists	consist	VERB
futech-440	55	10	of	of	ADP
futech-440	55	11	four	four	NUM
futech-440	55	12	basic	basic	ADJ
futech-440	55	13	layers	layer	NOUN
futech-440	55	14	:	:	PUNCT
futech-440	55	15	data	datum	NOUN
futech-440	55	16	sources	source	NOUN
futech-440	55	17	,	,	PUNCT
futech-440	55	18	data	datum	NOUN
futech-440	55	19	processing	processing	NOUN
futech-440	55	20	,	,	PUNCT
futech-440	55	21	core	core	NOUN
futech-440	55	22	processing	processing	NOUN
futech-440	55	23	,	,	PUNCT
futech-440	55	24	and	and	CCONJ
futech-440	55	25	interface	interface	NOUN
futech-440	55	26	layers	layer	NOUN
futech-440	55	27	.	.	PUNCT
futech-440	56	1	each	each	DET
futech-440	56	2	layer	layer	NOUN
futech-440	56	3	has	have	VERB
futech-440	56	4	particular	particular	ADJ
futech-440	56	5	features	feature	NOUN
futech-440	56	6	,	,	PUNCT
futech-440	56	7	but	but	CCONJ
futech-440	56	8	all	all	PRON
futech-440	56	9	of	of	ADP
futech-440	56	10	them	they	PRON
futech-440	56	11	retain	retain	VERB
futech-440	56	12	complete	complete	ADJ
futech-440	56	13	interconnection	interconnection	NOUN
futech-440	56	14	with	with	ADP
futech-440	56	15	neighbouring	neighbouring	ADJ
futech-440	56	16	layers	layer	NOUN
futech-440	56	17	via	via	ADP
futech-440	56	18	standard	standard	ADJ
futech-440	56	19	interfaces	interface	NOUN
futech-440	56	20	and	and	CCONJ
futech-440	56	21	apis	apis	PROPN
futech-440	56	22	.	.	PUNCT
futech-440	57	1	abbreviations	abbreviations	PROPN
futech-440	57	2	aes	aes	PROPN
futech-440	57	3	advanced	advanced	ADJ
futech-440	57	4	encryption	encryption	NOUN
futech-440	57	5	standard	standard	NOUN
futech-440	57	6	ai	ai	VERB
futech-440	57	7	artificial	artificial	ADJ
futech-440	57	8	intelligence	intelligence	NOUN
futech-440	57	9	api	api	NOUN
futech-440	57	10	application	application	NOUN
futech-440	57	11	programming	programming	NOUN
futech-440	57	12	interface	interface	PROPN
futech-440	57	13	ci	ci	PROPN
futech-440	57	14	/	/	SYM
futech-440	57	15	cd	cd	NOUN
futech-440	57	16	continuous	continuous	ADJ
futech-440	57	17	integration	integration	NOUN
futech-440	57	18	/	/	SYM
futech-440	57	19	continuous	continuous	ADJ
futech-440	57	20	deployment	deployment	NOUN
futech-440	57	21	dss	dss	NOUN
futech-440	57	22	decision	decision	NOUN
futech-440	57	23	support	support	NOUN
futech-440	57	24	system	system	NOUN
futech-440	57	25	etl	etl	NOUN
futech-440	57	26	extract	extract	NOUN
futech-440	57	27	,	,	PUNCT
futech-440	57	28	transform	transform	NOUN
futech-440	57	29	,	,	PUNCT
futech-440	57	30	load	load	NOUN
futech-440	57	31	gdpr	gdpr	PROPN
futech-440	57	32	general	general	PROPN
futech-440	57	33	data	data	PROPN
futech-440	57	34	protection	protection	NOUN
futech-440	57	35	regulation	regulation	NOUN
futech-440	57	36	idss	idss	VERB
futech-440	57	37	intelligent	intelligent	ADJ
futech-440	57	38	decision	decision	NOUN
futech-440	57	39	support	support	NOUN
futech-440	57	40	system	system	NOUN
futech-440	57	41	kpi	kpi	PROPN
futech-440	57	42	key	key	ADJ
futech-440	57	43	performance	performance	NOUN
futech-440	57	44	indicator	indicator	NOUN
futech-440	57	45	mape	mape	NOUN
futech-440	57	46	mean	mean	VERB
futech-440	57	47	absolute	absolute	ADJ
futech-440	57	48	percentage	percentage	NOUN
futech-440	57	49	error	error	NOUN
futech-440	57	50	ml	ml	NOUN
futech-440	57	51	machine	machine	NOUN
futech-440	57	52	learning	learn	VERB
futech-440	57	53	nosql	nosql	NOUN
futech-440	57	54	not	not	PART
futech-440	57	55	only	only	ADV
futech-440	57	56	structured	structured	ADJ
futech-440	57	57	query	query	NOUN
futech-440	57	58	language	language	NOUN
futech-440	57	59	oauth	oauth	NOUN
futech-440	57	60	open	open	ADJ
futech-440	57	61	authorization	authorization	NOUN
futech-440	57	62	rest	rest	NOUN
futech-440	57	63	representational	representational	ADJ
futech-440	57	64	state	state	NOUN
futech-440	57	65	transfer	transfer	NOUN
futech-440	57	66	rmse	rmse	NOUN
futech-440	57	67	root	root	NOUN
futech-440	57	68	mean	mean	VERB
futech-440	57	69	square	square	ADJ
futech-440	57	70	error	error	NOUN
futech-440	57	71	roi	roi	NOUN
futech-440	57	72	return	return	NOUN
futech-440	57	73	on	on	ADP
futech-440	57	74	investment	investment	NOUN
futech-440	57	75	soa	soa	PROPN
futech-440	57	76	service	service	NOUN
futech-440	57	77	-	-	PUNCT
futech-440	57	78	oriented	orient	VERB
futech-440	57	79	architecture	architecture	NOUN
futech-440	57	80	sql	sql	NOUN
futech-440	57	81	structured	structure	VERB
futech-440	57	82	query	query	NOUN
futech-440	57	83	language	language	PROPN
futech-440	57	84	kexin	kexin	PROPN
futech-440	57	85	zhang	zhang	PROPN
futech-440	57	86	/future	/future	PROPN
futech-440	57	87	technology	technology	PROPN
futech-440	57	88	november	november	PROPN
futech-440	57	89	2025|	2025|	NUM
futech-440	58	1	volume	volume	NOUN
futech-440	58	2	04	04	NUM
futech-440	59	1	|	|	ADV
futech-440	59	2	issue	issue	VERB
futech-440	59	3	04	04	NUM
futech-440	60	1	|	|	CCONJ
futech-440	60	2	pages	page	VERB
futech-440	60	3	128	128	NUM
futech-440	60	4	-	-	SYM
futech-440	60	5	137	137	NUM
futech-440	60	6	130	130	NUM
futech-440	60	7	figure	figure	NOUN
futech-440	60	8	2	2	NUM
futech-440	60	9	.	.	PUNCT
futech-440	60	10	architecture	architecture	NOUN
futech-440	60	11	of	of	ADP
futech-440	60	12	the	the	DET
futech-440	60	13	intelligent	intelligent	ADJ
futech-440	60	14	decision	decision	NOUN
futech-440	60	15	support	support	NOUN
futech-440	60	16	system	system	NOUN
futech-440	60	17	for	for	ADP
futech-440	60	18	organizational	organizational	ADJ
futech-440	60	19	change	change	NOUN
futech-440	60	20	this	this	DET
futech-440	60	21	layer	layer	NOUN
futech-440	60	22	acts	act	VERB
futech-440	60	23	as	as	ADP
futech-440	60	24	the	the	DET
futech-440	60	25	system	system	NOUN
futech-440	60	26	's	's	PART
futech-440	60	27	base	base	NOUN
futech-440	60	28	,	,	PUNCT
futech-440	60	29	bringing	bring	VERB
futech-440	60	30	together	together	ADV
futech-440	60	31	different	different	ADJ
futech-440	60	32	types	type	NOUN
futech-440	60	33	of	of	ADP
futech-440	60	34	data	datum	NOUN
futech-440	60	35	sources	source	NOUN
futech-440	60	36	such	such	ADJ
futech-440	60	37	as	as	ADP
futech-440	60	38	enterprise	enterprise	NOUN
futech-440	60	39	activity	activity	NOUN
futech-440	60	40	data	datum	NOUN
futech-440	60	41	,	,	PUNCT
futech-440	60	42	market	market	NOUN
futech-440	60	43	data	datum	NOUN
futech-440	60	44	,	,	PUNCT
futech-440	60	45	indicators	indicator	NOUN
futech-440	60	46	of	of	ADP
futech-440	60	47	the	the	DET
futech-440	60	48	digital	digital	ADJ
futech-440	60	49	economy	economy	NOUN
futech-440	60	50	,	,	PUNCT
futech-440	60	51	and	and	CCONJ
futech-440	60	52	external	external	ADJ
futech-440	60	53	apis	apis	ADJ
futech-440	60	54	.	.	PUNCT
futech-440	61	1	this	this	DET
futech-440	61	2	multi	multi	ADJ
futech-440	61	3	-	-	ADJ
futech-440	61	4	faceted	faceted	ADJ
futech-440	61	5	approach	approach	NOUN
futech-440	61	6	to	to	ADP
futech-440	61	7	data	datum	NOUN
futech-440	61	8	collection	collection	NOUN
futech-440	61	9	guarantees	guarantee	NOUN
futech-440	61	10	that	that	SCONJ
futech-440	61	11	the	the	DET
futech-440	61	12	organisation	organisation	NOUN
futech-440	61	13	's	's	PART
futech-440	61	14	internal	internal	ADJ
futech-440	61	15	data	datum	NOUN
futech-440	61	16	and	and	CCONJ
futech-440	61	17	external	external	ADJ
futech-440	61	18	factors	factor	NOUN
futech-440	61	19	that	that	PRON
futech-440	61	20	affect	affect	VERB
futech-440	61	21	its	its	PRON
futech-440	61	22	change	change	NOUN
futech-440	61	23	are	be	AUX
futech-440	61	24	integrated	integrate	VERB
futech-440	61	25	into	into	ADP
futech-440	61	26	the	the	DET
futech-440	61	27	system	system	NOUN
futech-440	61	28	.	.	PUNCT
futech-440	62	1	this	this	DET
futech-440	62	2	layer	layer	NOUN
futech-440	62	3	incorporates	incorporate	VERB
futech-440	62	4	advanced	advanced	ADJ
futech-440	62	5	methods	method	NOUN
futech-440	62	6	of	of	ADP
futech-440	62	7	data	datum	NOUN
futech-440	62	8	management	management	NOUN
futech-440	62	9	to	to	PART
futech-440	62	10	ensure	ensure	VERB
futech-440	62	11	the	the	DET
futech-440	62	12	accuracy	accuracy	NOUN
futech-440	62	13	and	and	CCONJ
futech-440	62	14	usefulness	usefulness	NOUN
futech-440	62	15	of	of	ADP
futech-440	62	16	information	information	NOUN
futech-440	62	17	,	,	PUNCT
futech-440	62	18	including	include	VERB
futech-440	62	19	three	three	NUM
futech-440	62	20	core	core	NOUN
futech-440	62	21	modules	module	NOUN
futech-440	62	22	:	:	PUNCT
futech-440	62	23	data	datum	NOUN
futech-440	62	24	error	error	NOUN
futech-440	62	25	cleaning	cleaning	NOUN
futech-440	62	26	that	that	PRON
futech-440	62	27	deals	deal	VERB
futech-440	62	28	with	with	ADP
futech-440	62	29	missing	miss	VERB
futech-440	62	30	values	value	NOUN
futech-440	62	31	and	and	CCONJ
futech-440	62	32	outliers	outlier	NOUN
futech-440	62	33	,	,	PUNCT
futech-440	62	34	feature	feature	NOUN
futech-440	62	35	selection	selection	NOUN
futech-440	62	36	that	that	PRON
futech-440	62	37	deals	deal	VERB
futech-440	62	38	with	with	ADP
futech-440	62	39	recognisable	recognisable	ADJ
futech-440	62	40	decision	decision	NOUN
futech-440	62	41	-	-	PUNCT
futech-440	62	42	making	make	VERB
futech-440	62	43	parameters	parameter	NOUN
futech-440	62	44	,	,	PUNCT
futech-440	62	45	and	and	CCONJ
futech-440	62	46	data	datum	NOUN
futech-440	62	47	fusion	fusion	NOUN
futech-440	62	48	that	that	PRON
futech-440	62	49	integrates	integrate	VERB
futech-440	62	50	multiple	multiple	ADJ
futech-440	62	51	heterogeneous	heterogeneous	ADJ
futech-440	62	52	data	datum	NOUN
futech-440	62	53	sources	source	NOUN
futech-440	62	54	into	into	ADP
futech-440	62	55	one	one	NUM
futech-440	62	56	.	.	PUNCT
futech-440	63	1	dedicated	dedicate	VERB
futech-440	63	2	to	to	ADP
futech-440	63	3	advanced	advanced	ADJ
futech-440	63	4	etl	etl	NOUN
futech-440	63	5	(	(	PUNCT
futech-440	63	6	extract	extract	NOUN
futech-440	63	7	,	,	PUNCT
futech-440	63	8	transform	transform	NOUN
futech-440	63	9	,	,	PUNCT
futech-440	63	10	load	load	NOUN
futech-440	63	11	)	)	PUNCT
futech-440	63	12	,	,	PUNCT
futech-440	63	13	this	this	DET
futech-440	63	14	layer	layer	NOUN
futech-440	63	15	performs	perform	VERB
futech-440	63	16	real	real	ADJ
futech-440	63	17	-	-	PUNCT
futech-440	63	18	time	time	NOUN
futech-440	63	19	data	datum	NOUN
futech-440	63	20	processing	processing	NOUN
futech-440	63	21	,	,	PUNCT
futech-440	63	22	which	which	PRON
futech-440	63	23	allows	allow	VERB
futech-440	63	24	the	the	DET
futech-440	63	25	system	system	NOUN
futech-440	63	26	to	to	PART
futech-440	63	27	be	be	AUX
futech-440	63	28	accurate	accurate	ADJ
futech-440	63	29	and	and	CCONJ
futech-440	63	30	current	current	ADJ
futech-440	63	31	when	when	SCONJ
futech-440	63	32	needed	need	VERB
futech-440	63	33	for	for	ADP
futech-440	63	34	decision	decision	NOUN
futech-440	63	35	-	-	PUNCT
futech-440	63	36	making	making	NOUN
futech-440	63	37	.	.	PUNCT
futech-440	64	1	comprised	comprise	VERB
futech-440	64	2	of	of	ADP
futech-440	64	3	three	three	NUM
futech-440	64	4	main	main	ADJ
futech-440	64	5	components	component	NOUN
futech-440	64	6	;	;	PUNCT
futech-440	64	7	the	the	DET
futech-440	64	8	knowledge	knowledge	NOUN
futech-440	64	9	base	base	NOUN
futech-440	64	10	,	,	PUNCT
futech-440	64	11	inference	inference	NOUN
futech-440	64	12	engine	engine	NOUN
futech-440	64	13	,	,	PUNCT
futech-440	64	14	and	and	CCONJ
futech-440	64	15	analysis	analysis	NOUN
futech-440	64	16	module	module	NOUN
futech-440	64	17	,	,	PUNCT
futech-440	64	18	the	the	DET
futech-440	64	19	core	core	NOUN
futech-440	64	20	processing	processing	NOUN
futech-440	64	21	layer	layer	NOUN
futech-440	64	22	signifies	signify	VERB
futech-440	64	23	the	the	DET
futech-440	64	24	system	system	NOUN
futech-440	64	25	's	's	PART
futech-440	64	26	intelligent	intelligent	ADJ
futech-440	64	27	decision	decision	NOUN
futech-440	64	28	-	-	PUNCT
futech-440	64	29	making	make	VERB
futech-440	64	30	ability	ability	NOUN
futech-440	64	31	.	.	PUNCT
futech-440	65	1	using	use	VERB
futech-440	65	2	ontology	ontology	NOUN
futech-440	65	3	-	-	PUNCT
futech-440	65	4	based	base	VERB
futech-440	65	5	knowledge	knowledge	NOUN
futech-440	65	6	representation	representation	NOUN
futech-440	65	7	,	,	PUNCT
futech-440	65	8	the	the	DET
futech-440	65	9	knowledge	knowledge	NOUN
futech-440	65	10	base	base	NOUN
futech-440	65	11	contains	contain	VERB
futech-440	65	12	domain	domain	NOUN
futech-440	65	13	data	datum	NOUN
futech-440	65	14	,	,	PUNCT
futech-440	65	15	organisational	organisational	ADJ
futech-440	65	16	policies	policy	NOUN
futech-440	65	17	,	,	PUNCT
futech-440	65	18	and	and	CCONJ
futech-440	65	19	historical	historical	ADJ
futech-440	65	20	decisions	decision	NOUN
futech-440	65	21	.	.	PUNCT
futech-440	66	1	the	the	DET
futech-440	66	2	inference	inference	NOUN
futech-440	66	3	engine	engine	NOUN
futech-440	66	4	combines	combine	VERB
futech-440	66	5	machine	machine	NOUN
futech-440	66	6	learning	learning	NOUN
futech-440	66	7	and	and	CCONJ
futech-440	66	8	rule	rule	NOUN
futech-440	66	9	-	-	PUNCT
futech-440	66	10	based	base	VERB
futech-440	66	11	reasoning	reasoning	NOUN
futech-440	66	12	approaches	approach	NOUN
futech-440	66	13	to	to	PART
futech-440	66	14	issue	issue	VERB
futech-440	66	15	decision	decision	NOUN
futech-440	66	16	recommendation	recommendation	NOUN
futech-440	66	17	plans	plan	NOUN
futech-440	66	18	.	.	PUNCT
futech-440	67	1	the	the	DET
futech-440	67	2	analysis	analysis	NOUN
futech-440	67	3	module	module	NOUN
futech-440	67	4	utilises	utilise	NOUN
futech-440	67	5	predictive	predictive	ADJ
futech-440	67	6	analytics	analytic	NOUN
futech-440	67	7	and	and	CCONJ
futech-440	67	8	scenario	scenario	NOUN
futech-440	67	9	modelling	modelling	NOUN
futech-440	67	10	to	to	PART
futech-440	67	11	determine	determine	VERB
futech-440	67	12	the	the	DET
futech-440	67	13	impact	impact	NOUN
futech-440	67	14	of	of	ADP
futech-440	67	15	various	various	ADJ
futech-440	67	16	organisational	organisational	ADJ
futech-440	67	17	change	change	NOUN
futech-440	67	18	strategies	strategy	NOUN
futech-440	67	19	.	.	PUNCT
futech-440	68	1	providing	provide	VERB
futech-440	68	2	a	a	DET
futech-440	68	3	decision	decision	NOUN
futech-440	68	4	-	-	PUNCT
futech-440	68	5	making	make	VERB
futech-440	68	6	dashboard	dashboard	NOUN
futech-440	68	7	for	for	ADP
futech-440	68	8	executives	executive	NOUN
futech-440	68	9	,	,	PUNCT
futech-440	68	10	visualisation	visualisation	NOUN
futech-440	68	11	tools	tool	NOUN
futech-440	68	12	for	for	ADP
futech-440	68	13	data	datum	NOUN
futech-440	68	14	analysts	analyst	NOUN
futech-440	68	15	,	,	PUNCT
futech-440	68	16	and	and	CCONJ
futech-440	68	17	api	api	NOUN
futech-440	68	18	interfaces	interface	NOUN
futech-440	68	19	for	for	ADP
futech-440	68	20	system	system	NOUN
futech-440	68	21	integration	integration	NOUN
futech-440	68	22	,	,	PUNCT
futech-440	68	23	the	the	DET
futech-440	68	24	user	user	NOUN
futech-440	68	25	interface	interface	NOUN
futech-440	68	26	layer	layer	NOUN
futech-440	68	27	exposes	expose	VERB
futech-440	68	28	users	user	NOUN
futech-440	68	29	of	of	ADP
futech-440	68	30	the	the	DET
futech-440	68	31	system	system	NOUN
futech-440	68	32	to	to	ADP
futech-440	68	33	multiple	multiple	ADJ
futech-440	68	34	interaction	interaction	NOUN
futech-440	68	35	channels	channel	NOUN
futech-440	68	36	.	.	PUNCT
futech-440	69	1	the	the	DET
futech-440	69	2	dashboard	dashboard	NOUN
futech-440	69	3	features	feature	VERB
futech-440	69	4	an	an	DET
futech-440	69	5	intuitive	intuitive	ADJ
futech-440	69	6	interface	interface	NOUN
futech-440	69	7	design	design	NOUN
futech-440	69	8	that	that	SCONJ
futech-440	69	9	simplifies	simplifie	NOUN
futech-440	69	10	complex	complex	ADJ
futech-440	69	11	decision	decision	NOUN
futech-440	69	12	scenarios	scenario	NOUN
futech-440	69	13	into	into	ADP
futech-440	69	14	easily	easily	ADV
futech-440	69	15	digestible	digestible	ADJ
futech-440	69	16	formats	format	NOUN
futech-440	69	17	.	.	PUNCT
futech-440	70	1	additionally	additionally	ADV
futech-440	70	2	,	,	PUNCT
futech-440	70	3	the	the	DET
futech-440	70	4	visualisation	visualisation	NOUN
futech-440	70	5	tools	tool	NOUN
futech-440	70	6	enable	enable	VERB
futech-440	70	7	a	a	DET
futech-440	70	8	more	more	ADV
futech-440	70	9	granular	granular	ADJ
futech-440	70	10	examination	examination	NOUN
futech-440	70	11	of	of	ADP
futech-440	70	12	the	the	DET
futech-440	70	13	factors	factor	NOUN
futech-440	70	14	and	and	CCONJ
futech-440	70	15	their	their	PRON
futech-440	70	16	interrelations	interrelation	NOUN
futech-440	70	17	within	within	ADP
futech-440	70	18	a	a	DET
futech-440	70	19	decision	decision	NOUN
futech-440	70	20	.	.	PUNCT
futech-440	71	1	using	use	VERB
futech-440	71	2	a	a	DET
futech-440	71	3	service	service	NOUN
futech-440	71	4	-	-	PUNCT
futech-440	71	5	oriented	orient	VERB
futech-440	71	6	architecture	architecture	NOUN
futech-440	71	7	(	(	PUNCT
futech-440	71	8	soa	soa	NOUN
futech-440	71	9	)	)	PUNCT
futech-440	71	10	approach	approach	NOUN
futech-440	71	11	,	,	PUNCT
futech-440	71	12	these	these	DET
futech-440	71	13	layers	layer	NOUN
futech-440	71	14	are	be	AUX
futech-440	71	15	integrated	integrate	VERB
futech-440	71	16	with	with	ADP
futech-440	71	17	the	the	DET
futech-440	71	18	help	help	NOUN
futech-440	71	19	of	of	ADP
futech-440	71	20	an	an	DET
futech-440	71	21	integration	integration	NOUN
futech-440	71	22	framework	framework	NOUN
futech-440	71	23	,	,	PUNCT
futech-440	71	24	which	which	PRON
futech-440	71	25	guarantees	guarantee	VERB
futech-440	71	26	that	that	SCONJ
futech-440	71	27	these	these	DET
futech-440	71	28	layers	layer	NOUN
futech-440	71	29	communicate	communicate	VERB
futech-440	71	30	seamlessly	seamlessly	ADV
futech-440	71	31	.	.	PUNCT
futech-440	72	1	this	this	DET
futech-440	72	2	framework	framework	NOUN
futech-440	72	3	provides	provide	VERB
futech-440	72	4	modular	modular	ADJ
futech-440	72	5	system	system	NOUN
futech-440	72	6	development	development	NOUN
futech-440	72	7	and	and	CCONJ
futech-440	72	8	facilitates	facilitate	VERB
futech-440	72	9	future	future	ADJ
futech-440	72	10	expansions	expansion	NOUN
futech-440	72	11	through	through	ADP
futech-440	72	12	the	the	DET
futech-440	72	13	implementation	implementation	NOUN
futech-440	72	14	of	of	ADP
futech-440	72	15	standardised	standardised	ADJ
futech-440	72	16	interfaces	interface	NOUN
futech-440	72	17	and	and	CCONJ
futech-440	72	18	protocols	protocol	NOUN
futech-440	72	19	.	.	PUNCT
futech-440	73	1	this	this	DET
futech-440	73	2	integration	integration	NOUN
futech-440	73	3	ensures	ensure	VERB
futech-440	73	4	that	that	SCONJ
futech-440	73	5	user	user	NOUN
futech-440	73	6	recommendations	recommendation	NOUN
futech-440	73	7	are	be	AUX
futech-440	73	8	up	up	ADP
futech-440	73	9	-	-	PUNCT
futech-440	73	10	to	to	ADP
futech-440	73	11	-	-	PUNCT
futech-440	73	12	minute	minute	NOUN
futech-440	73	13	,	,	PUNCT
futech-440	73	14	realtime	realtime	NOUN
futech-440	73	15	,	,	PUNCT
futech-440	73	16	and	and	CCONJ
futech-440	73	17	relevant	relevant	ADJ
futech-440	73	18	in	in	ADP
futech-440	73	19	the	the	DET
futech-440	73	20	context	context	NOUN
futech-440	73	21	of	of	ADP
futech-440	73	22	the	the	DET
futech-440	73	23	fast	fast	ADV
futech-440	73	24	-	-	PUNCT
futech-440	73	25	changing	change	VERB
futech-440	73	26	digital	digital	ADJ
futech-440	73	27	economy	economy	NOUN
futech-440	73	28	.	.	PUNCT
futech-440	74	1	a	a	DET
futech-440	74	2	set	set	NOUN
futech-440	74	3	of	of	ADP
futech-440	74	4	both	both	DET
futech-440	74	5	automated	automate	VERB
futech-440	74	6	data	data	NOUN
futech-440	74	7	collection	collection	NOUN
futech-440	74	8	tools	tool	NOUN
futech-440	74	9	and	and	CCONJ
futech-440	74	10	manual	manual	ADJ
futech-440	74	11	data	datum	NOUN
futech-440	74	12	entry	entry	NOUN
futech-440	74	13	interfaces	interface	NOUN
futech-440	74	14	is	be	AUX
futech-440	74	15	used	use	VERB
futech-440	74	16	for	for	ADP
futech-440	74	17	the	the	DET
futech-440	74	18	handling	handling	NOUN
futech-440	74	19	and	and	CCONJ
futech-440	74	20	processing	processing	NOUN
futech-440	74	21	of	of	ADP
futech-440	74	22	data	datum	NOUN
futech-440	74	23	.	.	PUNCT
futech-440	75	1	the	the	DET
futech-440	75	2	system	system	NOUN
futech-440	75	3	enacts	enact	VERB
futech-440	75	4	advanced	advanced	ADJ
futech-440	75	5	sets	set	NOUN
futech-440	75	6	of	of	ADP
futech-440	75	7	data	datum	NOUN
futech-440	75	8	validation	validation	NOUN
futech-440	75	9	procedures	procedure	NOUN
futech-440	75	10	for	for	ADP
futech-440	75	11	ensuring	ensure	VERB
futech-440	75	12	quality	quality	NOUN
futech-440	75	13	and	and	CCONJ
futech-440	75	14	utilises	utilise	NOUN
futech-440	75	15	machine	machine	NOUN
futech-440	75	16	learning	learn	VERB
futech-440	75	17	for	for	ADP
futech-440	75	18	feature	feature	NOUN
futech-440	75	19	extraction	extraction	NOUN
futech-440	75	20	and	and	CCONJ
futech-440	75	21	pattern	pattern	NOUN
futech-440	75	22	recognition	recognition	NOUN
futech-440	75	23	.	.	PUNCT
futech-440	76	1	this	this	PRON
futech-440	76	2	enables	enable	VERB
futech-440	76	3	the	the	DET
futech-440	76	4	effective	effective	ADJ
futech-440	76	5	handling	handling	NOUN
futech-440	76	6	of	of	ADP
futech-440	76	7	both	both	CCONJ
futech-440	76	8	structured	structured	ADJ
futech-440	76	9	and	and	CCONJ
futech-440	76	10	unstructured	unstructured	ADJ
futech-440	76	11	data	datum	NOUN
futech-440	76	12	,	,	PUNCT
futech-440	76	13	allowing	allow	VERB
futech-440	76	14	robust	robust	ADJ
futech-440	76	15	intelligent	intelligent	ADJ
futech-440	76	16	decision	decision	NOUN
futech-440	76	17	support	support	NOUN
futech-440	76	18	.	.	PUNCT
futech-440	77	1	2.3	2.3	NUM
futech-440	77	2	evaluation	evaluation	NOUN
futech-440	77	3	methods	method	NOUN
futech-440	77	4	this	this	DET
futech-440	77	5	research	research	NOUN
futech-440	77	6	utilises	utilise	VERB
futech-440	77	7	an	an	DET
futech-440	77	8	all	all	ADV
futech-440	77	9	-	-	PUNCT
futech-440	77	10	encompassing	encompass	VERB
futech-440	77	11	evaluation	evaluation	NOUN
futech-440	77	12	framework	framework	NOUN
futech-440	77	13	integrating	integrate	VERB
futech-440	77	14	quantitative	quantitative	ADJ
futech-440	77	15	performance	performance	NOUN
futech-440	77	16	metrics	metric	NOUN
futech-440	77	17	,	,	PUNCT
futech-440	77	18	systematic	systematic	ADJ
futech-440	77	19	validation	validation	NOUN
futech-440	77	20	methods	method	NOUN
futech-440	77	21	,	,	PUNCT
futech-440	77	22	and	and	CCONJ
futech-440	77	23	an	an	DET
futech-440	77	24	extensive	extensive	ADJ
futech-440	77	25	review	review	NOUN
futech-440	77	26	in	in	ADP
futech-440	77	27	the	the	DET
futech-440	77	28	form	form	NOUN
futech-440	77	29	of	of	ADP
futech-440	77	30	case	case	NOUN
futech-440	77	31	studies	study	NOUN
futech-440	77	32	for	for	ADP
futech-440	77	33	the	the	DET
futech-440	77	34	evaluation	evaluation	NOUN
futech-440	77	35	of	of	ADP
futech-440	77	36	the	the	DET
futech-440	77	37	proposed	propose	VERB
futech-440	77	38	intelligent	intelligent	ADJ
futech-440	77	39	decision	decision	NOUN
futech-440	77	40	support	support	NOUN
futech-440	77	41	system	system	NOUN
futech-440	77	42	.	.	PUNCT
futech-440	78	1	the	the	DET
futech-440	78	2	evaluation	evaluation	NOUN
futech-440	78	3	methodology	methodology	NOUN
futech-440	78	4	is	be	AUX
futech-440	78	5	underscored	underscore	VERB
futech-440	78	6	by	by	ADP
futech-440	78	7	scientific	scientific	ADJ
futech-440	78	8	discipline	discipline	NOUN
futech-440	78	9	as	as	ADV
futech-440	78	10	well	well	ADV
futech-440	78	11	as	as	ADP
futech-440	78	12	topical	topical	ADJ
futech-440	78	13	relevance	relevance	NOUN
futech-440	78	14	to	to	ADP
futech-440	78	15	the	the	DET
futech-440	78	16	impact	impact	NOUN
futech-440	78	17	of	of	ADP
futech-440	78	18	the	the	DET
futech-440	78	19	system	system	NOUN
futech-440	78	20	within	within	ADP
futech-440	78	21	the	the	DET
futech-440	78	22	context	context	NOUN
futech-440	78	23	of	of	ADP
futech-440	78	24	organisational	organisational	ADJ
futech-440	78	25	change	change	NOUN
futech-440	78	26	processes	process	NOUN
futech-440	78	27	in	in	ADP
futech-440	78	28	the	the	DET
futech-440	78	29	digital	digital	ADJ
futech-440	78	30	economy	economy	NOUN
futech-440	78	31	.	.	PUNCT
futech-440	79	1	the	the	DET
futech-440	79	2	performance	performance	NOUN
futech-440	79	3	metrics	metric	NOUN
futech-440	79	4	framework	framework	NOUN
futech-440	79	5	incorporates	incorporate	VERB
futech-440	79	6	both	both	CCONJ
futech-440	79	7	the	the	DET
futech-440	79	8	technical	technical	ADJ
futech-440	79	9	and	and	CCONJ
futech-440	79	10	organisational	organisational	ADJ
futech-440	79	11	components	component	NOUN
futech-440	79	12	.	.	PUNCT
futech-440	80	1	the	the	DET
futech-440	80	2	measurement	measurement	NOUN
futech-440	80	3	of	of	ADP
futech-440	80	4	technical	technical	ADJ
futech-440	80	5	performance	performance	NOUN
futech-440	80	6	is	be	AUX
futech-440	80	7	done	do	VERB
futech-440	80	8	at	at	ADP
futech-440	80	9	the	the	DET
futech-440	80	10	systems	system	NOUN
futech-440	80	11	level	level	NOUN
futech-440	80	12	by	by	ADP
futech-440	80	13	response	response	NOUN
futech-440	80	14	time	time	NOUN
futech-440	80	15	(	(	PUNCT
futech-440	80	16	in	in	ADP
futech-440	80	17	milliseconds	millisecond	NOUN
futech-440	80	18	for	for	ADP
futech-440	80	19	real	real	ADJ
futech-440	80	20	-	-	PUNCT
futech-440	80	21	time	time	NOUN
futech-440	80	22	decision	decision	NOUN
futech-440	80	23	support	support	NOUN
futech-440	80	24	)	)	PUNCT
futech-440	80	25	,	,	PUNCT
futech-440	80	26	accuracy	accuracy	NOUN
futech-440	80	27	of	of	ADP
futech-440	80	28	predictions	prediction	NOUN
futech-440	80	29	(	(	PUNCT
futech-440	80	30	predicted	predict	VERB
futech-440	80	31	using	use	VERB
futech-440	80	32	mape	mape	NOUN
futech-440	80	33	and	and	CCONJ
futech-440	80	34	rmse	rmse	NOUN
futech-440	80	35	)	)	PUNCT
futech-440	80	36	,	,	PUNCT
futech-440	80	37	and	and	CCONJ
futech-440	80	38	system	system	NOUN
futech-440	80	39	reliability	reliability	NOUN
futech-440	80	40	(	(	PUNCT
futech-440	80	41	measured	measure	VERB
futech-440	80	42	through	through	ADP
futech-440	80	43	uptime	uptime	NOUN
futech-440	80	44	and	and	CCONJ
futech-440	80	45	error	error	NOUN
futech-440	80	46	rate	rate	NOUN
futech-440	80	47	)	)	PUNCT
futech-440	80	48	.	.	PUNCT
futech-440	81	1	organisational	organisational	ADJ
futech-440	81	2	performance	performance	NOUN
futech-440	81	3	indicators	indicator	NOUN
futech-440	81	4	include	include	VERB
futech-440	81	5	effectiveness	effectiveness	NOUN
futech-440	81	6	of	of	ADP
futech-440	81	7	decision	decision	NOUN
futech-440	81	8	making	making	NOUN
futech-440	81	9	,	,	PUNCT
futech-440	81	10	such	such	ADJ
futech-440	81	11	as	as	ADP
futech-440	81	12	reduction	reduction	NOUN
futech-440	81	13	in	in	ADP
futech-440	81	14	decision	decision	NOUN
futech-440	81	15	cycle	cycle	NOUN
futech-440	81	16	time	time	NOUN
futech-440	81	17	,	,	PUNCT
futech-440	81	18	improvement	improvement	NOUN
futech-440	81	19	in	in	ADP
futech-440	81	20	decision	decision	NOUN
futech-440	81	21	quality	quality	NOUN
futech-440	81	22	(	(	PUNCT
futech-440	81	23	measured	measure	VERB
futech-440	81	24	by	by	ADP
futech-440	81	25	the	the	DET
futech-440	81	26	success	success	NOUN
futech-440	81	27	rate	rate	NOUN
futech-440	81	28	of	of	ADP
futech-440	81	29	post	post	NOUN
futech-440	81	30	-	-	NOUN
futech-440	81	31	implementation	implementation	NOUN
futech-440	81	32	)	)	PUNCT
futech-440	81	33	,	,	PUNCT
futech-440	81	34	and	and	CCONJ
futech-440	81	35	user	user	NOUN
futech-440	81	36	satisfaction	satisfaction	NOUN
futech-440	81	37	scores	score	NOUN
futech-440	81	38	(	(	PUNCT
futech-440	81	39	gathered	gather	VERB
futech-440	81	40	from	from	ADP
futech-440	81	41	standardised	standardised	ADJ
futech-440	81	42	evaluation	evaluation	NOUN
futech-440	81	43	instruments	instrument	NOUN
futech-440	81	44	)	)	PUNCT
futech-440	81	45	.	.	PUNCT
futech-440	82	1	the	the	DET
futech-440	82	2	validation	validation	NOUN
futech-440	82	3	process	process	NOUN
futech-440	82	4	verifies	verify	VERB
futech-440	82	5	the	the	DET
futech-440	82	6	integrity	integrity	NOUN
futech-440	82	7	of	of	ADP
futech-440	82	8	the	the	DET
futech-440	82	9	decision	decision	NOUN
futech-440	82	10	support	support	NOUN
futech-440	82	11	system	system	NOUN
futech-440	82	12	using	use	VERB
futech-440	82	13	a	a	DET
futech-440	82	14	phased	phase	VERB
futech-440	82	15	approach	approach	NOUN
futech-440	82	16	.	.	PUNCT
futech-440	83	1	for	for	ADP
futech-440	83	2	the	the	DET
futech-440	83	3	preliminary	preliminary	ADJ
futech-440	83	4	validation	validation	NOUN
futech-440	83	5	stage	stage	NOUN
futech-440	83	6	,	,	PUNCT
futech-440	83	7	a	a	DET
futech-440	83	8	historical	historical	ADJ
futech-440	83	9	data	data	NOUN
futech-440	83	10	audit	audit	NOUN
futech-440	83	11	is	be	AUX
futech-440	83	12	conducted	conduct	VERB
futech-440	83	13	whereby	whereby	SCONJ
futech-440	83	14	the	the	DET
futech-440	83	15	system	system	NOUN
futech-440	83	16	's	's	PART
futech-440	83	17	suggestions	suggestion	NOUN
futech-440	83	18	are	be	AUX
futech-440	83	19	matched	match	VERB
futech-440	83	20	with	with	ADP
futech-440	83	21	organisational	organisational	ADJ
futech-440	83	22	changes	change	NOUN
futech-440	83	23	and	and	CCONJ
futech-440	83	24	results	result	NOUN
futech-440	83	25	over	over	ADP
futech-440	83	26	a	a	DET
futech-440	83	27	three	three	NUM
futech-440	83	28	-	-	PUNCT
futech-440	83	29	year	year	NOUN
futech-440	83	30	timespan	timespan	NOUN
futech-440	83	31	.	.	PUNCT
futech-440	84	1	this	this	DET
futech-440	84	2	audit	audit	NOUN
futech-440	84	3	serves	serve	VERB
futech-440	84	4	as	as	ADP
futech-440	84	5	a	a	DET
futech-440	84	6	foundation	foundation	NOUN
futech-440	84	7	for	for	ADP
futech-440	84	8	the	the	DET
futech-440	84	9	system	system	NOUN
futech-440	84	10	's	's	PART
futech-440	84	11	baseline	baseline	NOUN
futech-440	84	12	performance	performance	NOUN
futech-440	84	13	,	,	PUNCT
futech-440	84	14	facilitating	facilitate	VERB
futech-440	84	15	decision	decision	NOUN
futech-440	84	16	algorithm	algorithm	NOUN
futech-440	84	17	tuning	tuning	NOUN
futech-440	84	18	.	.	PUNCT
futech-440	85	1	then	then	ADV
futech-440	85	2	,	,	PUNCT
futech-440	85	3	controlled	control	VERB
futech-440	85	4	experiments	experiment	NOUN
futech-440	85	5	are	be	AUX
futech-440	85	6	implemented	implement	VERB
futech-440	85	7	based	base	VERB
futech-440	85	8	on	on	ADP
futech-440	85	9	imaginary	imaginary	ADJ
futech-440	85	10	scenarios	scenario	NOUN
futech-440	85	11	modelled	model	VERB
futech-440	85	12	after	after	ADP
futech-440	85	13	actual	actual	ADJ
futech-440	85	14	ones	one	NOUN
futech-440	85	15	to	to	PART
futech-440	85	16	measure	measure	VERB
futech-440	85	17	the	the	DET
futech-440	85	18	system	system	NOUN
futech-440	85	19	’s	’s	PART
futech-440	85	20	response	response	NOUN
futech-440	85	21	to	to	ADP
futech-440	85	22	a	a	DET
futech-440	85	23	set	set	NOUN
futech-440	85	24	of	of	ADP
futech-440	85	25	organisational	organisational	ADJ
futech-440	85	26	change	change	NOUN
futech-440	85	27	situations	situation	NOUN
futech-440	85	28	.	.	PUNCT
futech-440	86	1	the	the	DET
futech-440	86	2	last	last	ADJ
futech-440	86	3	phase	phase	NOUN
futech-440	86	4	of	of	ADP
futech-440	86	5	validation	validation	NOUN
futech-440	86	6	is	be	AUX
futech-440	86	7	known	know	VERB
futech-440	86	8	as	as	ADP
futech-440	86	9	‘	'	PUNCT
futech-440	86	10	validation	validation	NOUN
futech-440	86	11	by	by	ADP
futech-440	86	12	feedback	feedback	NOUN
futech-440	86	13	’	'	PUNCT
futech-440	86	14	where	where	SCONJ
futech-440	86	15	the	the	DET
futech-440	86	16	system	system	NOUN
futech-440	86	17	's	's	PART
futech-440	86	18	propositions	proposition	NOUN
futech-440	86	19	are	be	AUX
futech-440	86	20	analysed	analyse	VERB
futech-440	86	21	together	together	ADV
futech-440	86	22	with	with	ADP
futech-440	86	23	the	the	DET
futech-440	86	24	decisions	decision	NOUN
futech-440	86	25	provided	provide	VERB
futech-440	86	26	by	by	ADP
futech-440	86	27	some	some	DET
futech-440	86	28	seasoned	seasoned	ADJ
futech-440	86	29	managers	manager	NOUN
futech-440	86	30	.	.	PUNCT
futech-440	87	1	this	this	PRON
futech-440	87	2	provides	provide	VERB
futech-440	87	3	validation	validation	NOUN
futech-440	87	4	to	to	ADP
futech-440	87	5	the	the	DET
futech-440	87	6	extent	extent	NOUN
futech-440	87	7	that	that	SCONJ
futech-440	87	8	the	the	DET
futech-440	87	9	system	system	NOUN
futech-440	87	10	's	's	PART
futech-440	87	11	outputs	output	NOUN
futech-440	87	12	correspond	correspond	VERB
futech-440	87	13	with	with	ADP
futech-440	87	14	human	human	ADJ
futech-440	87	15	expert	expert	NOUN
futech-440	87	16	outputs	output	NOUN
futech-440	87	17	.	.	PUNCT
futech-440	88	1	the	the	DET
futech-440	88	2	case	case	NOUN
futech-440	88	3	study	study	NOUN
futech-440	88	4	design	design	NOUN
futech-440	88	5	employs	employ	VERB
futech-440	88	6	a	a	DET
futech-440	88	7	multiple	multiple	ADJ
futech-440	88	8	-	-	PUNCT
futech-440	88	9	case	case	NOUN
futech-440	88	10	strategy	strategy	NOUN
futech-440	88	11	,	,	PUNCT
futech-440	88	12	integrating	integrate	VERB
futech-440	88	13	three	three	NUM
futech-440	88	14	companies	company	NOUN
futech-440	88	15	of	of	ADP
futech-440	88	16	varying	vary	VERB
futech-440	88	17	sizes	size	NOUN
futech-440	88	18	and	and	CCONJ
futech-440	88	19	industries	industry	NOUN
futech-440	88	20	to	to	PART
futech-440	88	21	examine	examine	VERB
futech-440	88	22	the	the	DET
futech-440	88	23	system	system	NOUN
futech-440	88	24	's	's	PART
futech-440	88	25	compatibility	compatibility	NOUN
futech-440	88	26	and	and	CCONJ
futech-440	88	27	effectiveness	effectiveness	NOUN
futech-440	88	28	in	in	ADP
futech-440	88	29	detail	detail	NOUN
futech-440	88	30	.	.	PUNCT
futech-440	89	1	the	the	DET
futech-440	89	2	first	first	ADJ
futech-440	89	3	case	case	NOUN
futech-440	89	4	study	study	NOUN
futech-440	89	5	focuses	focus	VERB
futech-440	89	6	on	on	ADP
futech-440	89	7	a	a	DET
futech-440	89	8	large	large	ADJ
futech-440	89	9	manufacturing	manufacture	VERB
futech-440	89	10	company	company	NOUN
futech-440	89	11	undergoing	undergo	VERB
futech-440	89	12	digital	digital	ADJ
futech-440	89	13	transformation	transformation	NOUN
futech-440	89	14	,	,	PUNCT
futech-440	89	15	specifically	specifically	ADV
futech-440	89	16	examining	examine	VERB
futech-440	89	17	whether	whether	SCONJ
futech-440	89	18	the	the	DET
futech-440	89	19	system	system	NOUN
futech-440	89	20	can	can	AUX
futech-440	89	21	support	support	VERB
futech-440	89	22	complex	complex	ADJ
futech-440	89	23	organisational	organisational	ADJ
futech-440	89	24	restructuring	restructuring	NOUN
futech-440	89	25	decisions	decision	NOUN
futech-440	89	26	.	.	PUNCT
futech-440	90	1	the	the	DET
futech-440	90	2	second	second	ADJ
futech-440	90	3	case	case	NOUN
futech-440	90	4	involves	involve	VERB
futech-440	90	5	a	a	DET
futech-440	90	6	medium	medium	ADJ
futech-440	90	7	-	-	PUNCT
futech-440	90	8	sized	sized	ADJ
futech-440	90	9	technology	technology	NOUN
futech-440	90	10	service	service	NOUN
futech-440	90	11	firm	firm	NOUN
futech-440	90	12	,	,	PUNCT
futech-440	90	13	focusing	focus	VERB
futech-440	90	14	on	on	ADP
futech-440	90	15	whether	whether	SCONJ
futech-440	90	16	the	the	DET
futech-440	90	17	system	system	NOUN
futech-440	90	18	can	can	AUX
futech-440	90	19	support	support	VERB
futech-440	90	20	an	an	DET
futech-440	90	21	organisation	organisation	NOUN
futech-440	90	22	’s	’s	PART
futech-440	90	23	rapid	rapid	ADJ
futech-440	90	24	response	response	NOUN
futech-440	90	25	to	to	ADP
futech-440	90	26	market	market	NOUN
futech-440	90	27	forces	force	NOUN
futech-440	90	28	.	.	PUNCT
futech-440	91	1	the	the	DET
futech-440	91	2	third	third	ADJ
futech-440	91	3	case	case	NOUN
futech-440	91	4	involves	involve	VERB
futech-440	91	5	a	a	DET
futech-440	91	6	traditional	traditional	ADJ
futech-440	91	7	retail	retail	ADJ
futech-440	91	8	company	company	NOUN
futech-440	91	9	transitioning	transition	VERB
futech-440	91	10	to	to	ADP
futech-440	91	11	an	an	DET
futech-440	91	12	omnichannel	omnichannel	NOUN
futech-440	91	13	environment	environment	NOUN
futech-440	91	14	and	and	CCONJ
futech-440	91	15	aims	aim	VERB
futech-440	91	16	to	to	PART
futech-440	91	17	understand	understand	VERB
futech-440	91	18	how	how	SCONJ
futech-440	91	19	the	the	DET
futech-440	91	20	system	system	NOUN
futech-440	91	21	can	can	AUX
futech-440	91	22	support	support	VERB
futech-440	91	23	small	small	ADJ
futech-440	91	24	organisational	organisational	ADJ
futech-440	91	25	change	change	NOUN
futech-440	91	26	decisions	decision	NOUN
futech-440	91	27	.	.	PUNCT
futech-440	92	1	each	each	DET
futech-440	92	2	case	case	NOUN
futech-440	92	3	study	study	NOUN
futech-440	92	4	is	be	AUX
futech-440	92	5	composed	compose	VERB
futech-440	92	6	of	of	ADP
futech-440	92	7	a	a	DET
futech-440	92	8	predefined	predefine	VERB
futech-440	92	9	protocol	protocol	NOUN
futech-440	92	10	that	that	PRON
futech-440	92	11	includes	include	VERB
futech-440	92	12	a	a	DET
futech-440	92	13	pre	pre	ADJ
futech-440	92	14	-	-	ADJ
futech-440	92	15	implementation	implementation	ADJ
futech-440	92	16	organisational	organisational	ADJ
futech-440	92	17	study	study	NOUN
futech-440	92	18	,	,	PUNCT
futech-440	92	19	system	system	NOUN
futech-440	92	20	implementation	implementation	NOUN
futech-440	92	21	and	and	CCONJ
futech-440	92	22	configuration	configuration	NOUN
futech-440	92	23	,	,	PUNCT
futech-440	92	24	three	three	NUM
futech-440	92	25	-	-	PUNCT
futech-440	92	26	month	month	NOUN
futech-440	92	27	postimplementation	postimplementation	NOUN
futech-440	92	28	active	active	ADJ
futech-440	92	29	system	system	NOUN
futech-440	92	30	usage	usage	NOUN
futech-440	92	31	,	,	PUNCT
futech-440	92	32	and	and	CCONJ
futech-440	92	33	postimplementation	postimplementation	NOUN
futech-440	92	34	evaluation	evaluation	NOUN
futech-440	92	35	.	.	PUNCT
futech-440	93	1	the	the	DET
futech-440	93	2	main	main	ADJ
futech-440	93	3	steps	step	NOUN
futech-440	93	4	of	of	ADP
futech-440	93	5	data	datum	NOUN
futech-440	93	6	collection	collection	NOUN
futech-440	93	7	comprise	comprise	NOUN
futech-440	93	8	system	system	NOUN
futech-440	93	9	records	record	NOUN
futech-440	93	10	,	,	PUNCT
futech-440	93	11	semi	semi	ADJ
futech-440	93	12	-	-	ADJ
futech-440	93	13	structured	structured	ADJ
futech-440	93	14	interviews	interview	NOUN
futech-440	93	15	with	with	ADP
futech-440	93	16	stakeholders	stakeholder	NOUN
futech-440	93	17	,	,	PUNCT
futech-440	93	18	standardised	standardised	ADJ
futech-440	93	19	questionnaires	questionnaire	NOUN
futech-440	93	20	,	,	PUNCT
futech-440	93	21	and	and	CCONJ
futech-440	93	22	subjective	subjective	ADJ
futech-440	93	23	performance	performance	NOUN
futech-440	93	24	measures	measure	NOUN
futech-440	93	25	.	.	PUNCT
futech-440	94	1	the	the	DET
futech-440	94	2	assessment	assessment	NOUN
futech-440	94	3	period	period	NOUN
futech-440	94	4	is	be	AUX
futech-440	94	5	six	six	NUM
futech-440	94	6	months	month	NOUN
futech-440	94	7	to	to	PART
futech-440	94	8	enable	enable	VERB
futech-440	94	9	a	a	DET
futech-440	94	10	comprehensive	comprehensive	ADJ
futech-440	94	11	evaluation	evaluation	NOUN
futech-440	94	12	of	of	ADP
futech-440	94	13	the	the	DET
futech-440	94	14	impacts	impact	NOUN
futech-440	94	15	of	of	ADP
futech-440	94	16	the	the	DET
futech-440	94	17	kexin	kexin	PROPN
futech-440	94	18	zhang	zhang	PROPN
futech-440	94	19	/future	/future	PROPN
futech-440	94	20	technology	technology	PROPN
futech-440	95	1	november	november	PROPN
futech-440	95	2	2025|	2025|	NUM
futech-440	95	3	volume	volume	NOUN
futech-440	95	4	04	04	NUM
futech-440	96	1	|	|	ADV
futech-440	96	2	issue	issue	VERB
futech-440	96	3	04	04	NUM
futech-440	97	1	|	|	CCONJ
futech-440	97	2	pages	page	VERB
futech-440	97	3	128	128	NUM
futech-440	97	4	-	-	SYM
futech-440	97	5	137	137	NUM
futech-440	97	6	131	131	NUM
futech-440	97	7	system	system	NOUN
futech-440	97	8	-	-	PUNCT
futech-440	97	9	supported	support	VERB
futech-440	97	10	decisions	decision	NOUN
futech-440	97	11	,	,	PUNCT
futech-440	97	12	both	both	CCONJ
futech-440	97	13	in	in	ADP
futech-440	97	14	the	the	DET
futech-440	97	15	short	short	ADJ
futech-440	97	16	term	term	NOUN
futech-440	97	17	and	and	CCONJ
futech-440	97	18	medium	medium	ADJ
futech-440	97	19	term	term	NOUN
futech-440	97	20	.	.	PUNCT
futech-440	98	1	this	this	DET
futech-440	98	2	method	method	NOUN
futech-440	98	3	helps	help	VERB
futech-440	98	4	to	to	PART
futech-440	98	5	identify	identify	VERB
futech-440	98	6	trends	trend	NOUN
futech-440	98	7	and	and	CCONJ
futech-440	98	8	general	general	ADJ
futech-440	98	9	conclusions	conclusion	NOUN
futech-440	98	10	regarding	regard	VERB
futech-440	98	11	system	system	NOUN
futech-440	98	12	effectiveness	effectiveness	NOUN
futech-440	98	13	at	at	ADP
futech-440	98	14	a	a	DET
futech-440	98	15	higher	high	ADJ
futech-440	98	16	level	level	NOUN
futech-440	98	17	by	by	ADP
futech-440	98	18	using	use	VERB
futech-440	98	19	cross	cross	ADJ
futech-440	98	20	-	-	ADJ
futech-440	98	21	case	case	NOUN
futech-440	98	22	analysis	analysis	NOUN
futech-440	98	23	.	.	PUNCT
futech-440	99	1	the	the	DET
futech-440	99	2	examination	examination	NOUN
futech-440	99	3	considers	consider	VERB
futech-440	99	4	and	and	CCONJ
futech-440	99	5	contextualises	contextualise	VERB
futech-440	99	6	the	the	DET
futech-440	99	7	specific	specific	ADJ
futech-440	99	8	industry	industry	NOUN
futech-440	99	9	,	,	PUNCT
futech-440	99	10	organisation	organisation	NOUN
futech-440	99	11	’s	’s	PART
futech-440	99	12	size	size	NOUN
futech-440	99	13	,	,	PUNCT
futech-440	99	14	digitised	digitise	VERB
futech-440	99	15	maturity	maturity	NOUN
futech-440	99	16	level	level	NOUN
futech-440	99	17	,	,	PUNCT
futech-440	99	18	and	and	CCONJ
futech-440	99	19	how	how	SCONJ
futech-440	99	20	complex	complex	ADJ
futech-440	99	21	the	the	DET
futech-440	99	22	change	change	NOUN
futech-440	99	23	is	be	AUX
futech-440	99	24	to	to	PART
futech-440	99	25	help	help	VERB
futech-440	99	26	assess	assess	VERB
futech-440	99	27	system	system	NOUN
futech-440	99	28	performance	performance	NOUN
futech-440	99	29	.	.	PUNCT
futech-440	100	1	this	this	DET
futech-440	100	2	approach	approach	NOUN
futech-440	100	3	to	to	ADP
futech-440	100	4	diagnosis	diagnosis	NOUN
futech-440	100	5	helps	help	VERB
futech-440	100	6	ensure	ensure	VERB
futech-440	100	7	that	that	SCONJ
futech-440	100	8	the	the	DET
futech-440	100	9	outcomes	outcome	NOUN
futech-440	100	10	of	of	ADP
futech-440	100	11	the	the	DET
futech-440	100	12	studies	study	NOUN
futech-440	100	13	can	can	AUX
futech-440	100	14	be	be	AUX
futech-440	100	15	used	use	VERB
futech-440	100	16	in	in	ADP
futech-440	100	17	practical	practical	ADJ
futech-440	100	18	settings	setting	NOUN
futech-440	100	19	and	and	CCONJ
futech-440	100	20	provide	provide	VERB
futech-440	100	21	intelligent	intelligent	ADJ
futech-440	100	22	decision	decision	NOUN
futech-440	100	23	support	support	NOUN
futech-440	100	24	systems	system	NOUN
futech-440	100	25	theories	theory	NOUN
futech-440	100	26	regarding	regard	VERB
futech-440	100	27	organisational	organisational	ADJ
futech-440	100	28	change	change	NOUN
futech-440	100	29	management	management	NOUN
futech-440	100	30	.	.	PUNCT
futech-440	101	1	3	3	X
futech-440	101	2	.	.	X
futech-440	101	3	intelligent	intelligent	ADJ
futech-440	101	4	decision	decision	NOUN
futech-440	101	5	support	support	NOUN
futech-440	101	6	system	system	NOUN
futech-440	101	7	model	model	NOUN
futech-440	101	8	3.1	3.1	NUM
futech-440	101	9	system	system	NOUN
futech-440	101	10	architecture	architecture	NOUN
futech-440	101	11	this	this	DET
futech-440	101	12	particular	particular	ADJ
futech-440	101	13	intelligent	intelligent	ADJ
futech-440	101	14	decision	decision	NOUN
futech-440	101	15	support	support	NOUN
futech-440	101	16	system	system	NOUN
futech-440	101	17	(	(	PUNCT
futech-440	101	18	idss	idss	NOUN
futech-440	101	19	)	)	PUNCT
futech-440	101	20	architecture	architecture	NOUN
futech-440	101	21	has	have	AUX
futech-440	101	22	been	be	AUX
futech-440	101	23	designed	design	VERB
futech-440	101	24	with	with	ADP
futech-440	101	25	a	a	DET
futech-440	101	26	deliberate	deliberate	ADJ
futech-440	101	27	fourlayer	fourlayer	NOUN
futech-440	101	28	structure	structure	NOUN
futech-440	101	29	for	for	ADP
futech-440	101	30	the	the	DET
futech-440	101	31	organised	organise	VERB
futech-440	101	32	change	change	NOUN
futech-440	101	33	management	management	NOUN
futech-440	101	34	within	within	ADP
futech-440	101	35	the	the	DET
futech-440	101	36	digital	digital	ADJ
futech-440	101	37	economy	economy	NOUN
futech-440	101	38	context	context	NOUN
futech-440	101	39	.	.	PUNCT
futech-440	102	1	the	the	DET
futech-440	102	2	architecture	architecture	NOUN
futech-440	102	3	includes	include	VERB
futech-440	102	4	an	an	DET
futech-440	102	5	external	external	ADJ
futech-440	102	6	data	datum	NOUN
futech-440	102	7	interface	interface	NOUN
futech-440	102	8	,	,	PUNCT
futech-440	102	9	data	datum	NOUN
futech-440	102	10	processing	processing	NOUN
futech-440	102	11	,	,	PUNCT
futech-440	102	12	core	core	NOUN
futech-440	102	13	analysis	analysis	NOUN
futech-440	102	14	,	,	PUNCT
futech-440	102	15	and	and	CCONJ
futech-440	102	16	decision	decision	NOUN
futech-440	102	17	support	support	NOUN
futech-440	102	18	components	component	NOUN
futech-440	102	19	,	,	PUNCT
futech-440	102	20	which	which	PRON
futech-440	102	21	perform	perform	VERB
futech-440	102	22	their	their	PRON
futech-440	102	23	unique	unique	ADJ
futech-440	102	24	tasks	task	NOUN
futech-440	102	25	independently	independently	ADV
futech-440	102	26	but	but	CCONJ
futech-440	102	27	are	be	AUX
futech-440	102	28	tightly	tightly	ADV
futech-440	102	29	coupled	couple	VERB
futech-440	102	30	through	through	ADP
futech-440	102	31	standard	standard	ADJ
futech-440	102	32	application	application	NOUN
futech-440	102	33	programming	programming	NOUN
futech-440	102	34	interfaces	interface	NOUN
futech-440	102	35	(	(	PUNCT
futech-440	102	36	apis	apis	ADJ
futech-440	102	37	)	)	PUNCT
futech-440	102	38	and	and	CCONJ
futech-440	102	39	protocols	protocol	NOUN
futech-440	102	40	.	.	PUNCT
futech-440	103	1	the	the	DET
futech-440	103	2	external	external	ADJ
futech-440	103	3	data	datum	NOUN
futech-440	103	4	interface	interface	NOUN
futech-440	103	5	layer	layer	NOUN
futech-440	103	6	is	be	AUX
futech-440	103	7	responsible	responsible	ADJ
futech-440	103	8	for	for	ADP
futech-440	103	9	handling	handle	VERB
futech-440	103	10	various	various	ADJ
futech-440	103	11	types	type	NOUN
futech-440	103	12	of	of	ADP
futech-440	103	13	data	datum	NOUN
futech-440	103	14	,	,	PUNCT
futech-440	103	15	including	include	VERB
futech-440	103	16	enterprise	enterprise	NOUN
futech-440	103	17	operational	operational	ADJ
futech-440	103	18	data	datum	NOUN
futech-440	103	19	,	,	PUNCT
futech-440	103	20	market	market	NOUN
futech-440	103	21	data	datum	NOUN
futech-440	103	22	,	,	PUNCT
futech-440	103	23	and	and	CCONJ
futech-440	103	24	digital	digital	ADJ
futech-440	103	25	transformation	transformation	NOUN
futech-440	103	26	index	index	NOUN
futech-440	103	27	information	information	NOUN
futech-440	103	28	.	.	PUNCT
futech-440	104	1	this	this	DET
futech-440	104	2	layer	layer	NOUN
futech-440	104	3	employs	employ	VERB
futech-440	104	4	automatic	automatic	ADJ
futech-440	104	5	collection	collection	NOUN
futech-440	104	6	protocols	protocol	NOUN
futech-440	104	7	that	that	PRON
futech-440	104	8	can	can	AUX
futech-440	104	9	handle	handle	VERB
futech-440	104	10	various	various	ADJ
futech-440	104	11	data	datum	NOUN
futech-440	104	12	formats	format	NOUN
futech-440	104	13	and	and	CCONJ
futech-440	104	14	transmission	transmission	NOUN
futech-440	104	15	frequencies	frequency	NOUN
futech-440	104	16	,	,	PUNCT
futech-440	104	17	ensuring	ensure	VERB
futech-440	104	18	optimal	optimal	ADJ
futech-440	104	19	data	datum	NOUN
futech-440	104	20	capture	capture	NOUN
futech-440	104	21	and	and	CCONJ
futech-440	104	22	system	system	NOUN
futech-440	104	23	efficiency	efficiency	NOUN
futech-440	104	24	.	.	PUNCT
futech-440	105	1	a	a	DET
futech-440	105	2	middleware	middleware	NOUN
futech-440	105	3	component	component	NOUN
futech-440	105	4	manages	manage	VERB
futech-440	105	5	the	the	DET
futech-440	105	6	data	data	NOUN
futech-440	105	7	flow	flow	NOUN
futech-440	105	8	and	and	CCONJ
futech-440	105	9	provides	provide	VERB
futech-440	105	10	basic	basic	ADJ
futech-440	105	11	data	datum	NOUN
futech-440	105	12	validation	validation	NOUN
futech-440	105	13	before	before	ADP
futech-440	105	14	processing	processing	NOUN
futech-440	105	15	.	.	PUNCT
futech-440	106	1	the	the	DET
futech-440	106	2	data	datum	NOUN
futech-440	106	3	processing	processing	NOUN
futech-440	106	4	layer	layer	NOUN
futech-440	106	5	processes	process	VERB
futech-440	106	6	data	datum	NOUN
futech-440	106	7	through	through	ADP
futech-440	106	8	etl	etl	NOUN
futech-440	106	9	pipelines	pipeline	NOUN
futech-440	106	10	,	,	PUNCT
futech-440	106	11	and	and	CCONJ
futech-440	106	12	data	datum	NOUN
futech-440	106	13	is	be	AUX
futech-440	106	14	captured	capture	VERB
futech-440	106	15	within	within	ADP
futech-440	106	16	the	the	DET
futech-440	106	17	sql	sql	NOUN
futech-440	106	18	and	and	CCONJ
futech-440	106	19	nosql	nosql	ADJ
futech-440	106	20	databases	database	NOUN
futech-440	106	21	.	.	PUNCT
futech-440	107	1	structured	structured	ADJ
futech-440	107	2	and	and	CCONJ
futech-440	107	3	unstructured	unstructured	ADJ
futech-440	107	4	data	datum	NOUN
futech-440	107	5	are	be	AUX
futech-440	107	6	properly	properly	ADV
futech-440	107	7	stored	store	VERB
futech-440	107	8	and	and	CCONJ
futech-440	107	9	captured	capture	VERB
futech-440	107	10	.	.	PUNCT
futech-440	108	1	in	in	ADP
futech-440	108	2	addition	addition	NOUN
futech-440	108	3	,	,	PUNCT
futech-440	108	4	real	real	ADJ
futech-440	108	5	-	-	PUNCT
futech-440	108	6	time	time	NOUN
futech-440	108	7	processing	processing	NOUN
futech-440	108	8	modules	module	NOUN
futech-440	108	9	use	use	VERB
futech-440	108	10	parallel	parallel	ADJ
futech-440	108	11	computing	computing	NOUN
futech-440	108	12	methods	method	NOUN
futech-440	108	13	to	to	PART
futech-440	108	14	process	process	VERB
futech-440	108	15	very	very	ADV
futech-440	108	16	large	large	ADJ
futech-440	108	17	amounts	amount	NOUN
futech-440	108	18	of	of	ADP
futech-440	108	19	data	datum	NOUN
futech-440	108	20	as	as	SCONJ
futech-440	108	21	it	it	PRON
futech-440	108	22	is	be	AUX
futech-440	108	23	being	be	AUX
futech-440	108	24	streamed	stream	VERB
futech-440	108	25	into	into	ADP
futech-440	108	26	the	the	DET
futech-440	108	27	system	system	NOUN
futech-440	108	28	while	while	SCONJ
futech-440	108	29	using	use	VERB
futech-440	108	30	automated	automate	VERB
futech-440	108	31	validation	validation	NOUN
futech-440	108	32	methods	method	NOUN
futech-440	108	33	to	to	PART
futech-440	108	34	guarantee	guarantee	VERB
futech-440	108	35	the	the	DET
futech-440	108	36	quality	quality	NOUN
futech-440	108	37	and	and	CCONJ
futech-440	108	38	consistency	consistency	NOUN
futech-440	108	39	of	of	ADP
futech-440	108	40	data	datum	NOUN
futech-440	108	41	.	.	PUNCT
futech-440	109	1	this	this	DET
futech-440	109	2	core	core	NOUN
futech-440	109	3	analysis	analysis	NOUN
futech-440	109	4	layer	layer	NOUN
futech-440	109	5	contains	contain	VERB
futech-440	109	6	the	the	DET
futech-440	109	7	system	system	NOUN
futech-440	109	8	’s	’s	PART
futech-440	109	9	analytical	analytical	ADJ
futech-440	109	10	engines	engine	NOUN
futech-440	109	11	,	,	PUNCT
futech-440	109	12	including	include	VERB
futech-440	109	13	machine	machine	NOUN
futech-440	109	14	learning	learning	NOUN
futech-440	109	15	and	and	CCONJ
futech-440	109	16	statistical	statistical	ADJ
futech-440	109	17	analysis	analysis	NOUN
futech-440	109	18	models	model	NOUN
futech-440	109	19	,	,	PUNCT
futech-440	109	20	as	as	ADV
futech-440	109	21	well	well	ADV
futech-440	109	22	as	as	ADP
futech-440	109	23	pattern	pattern	NOUN
futech-440	109	24	recognition	recognition	NOUN
futech-440	109	25	tools	tool	NOUN
futech-440	109	26	.	.	PUNCT
futech-440	110	1	this	this	DET
futech-440	110	2	layer	layer	NOUN
futech-440	110	3	adopts	adopt	VERB
futech-440	110	4	microservices	microservice	NOUN
futech-440	110	5	architecture	architecture	NOUN
futech-440	110	6	,	,	PUNCT
futech-440	110	7	which	which	PRON
futech-440	110	8	allows	allow	VERB
futech-440	110	9	different	different	ADJ
futech-440	110	10	analytical	analytical	ADJ
futech-440	110	11	components	component	NOUN
futech-440	110	12	to	to	PART
futech-440	110	13	be	be	AUX
futech-440	110	14	scaled	scale	VERB
futech-440	110	15	independently	independently	ADV
futech-440	110	16	without	without	ADP
futech-440	110	17	compromising	compromise	VERB
futech-440	110	18	the	the	DET
futech-440	110	19	overall	overall	ADJ
futech-440	110	20	system	system	NOUN
futech-440	110	21	.	.	PUNCT
futech-440	111	1	its	its	PRON
futech-440	111	2	main	main	ADJ
futech-440	111	3	components	component	NOUN
futech-440	111	4	are	be	AUX
futech-440	111	5	the	the	DET
futech-440	111	6	prediction	prediction	NOUN
futech-440	111	7	engine	engine	NOUN
futech-440	111	8	,	,	PUNCT
futech-440	111	9	pattern	pattern	VERB
futech-440	111	10	analysis	analysis	NOUN
futech-440	111	11	module	module	NOUN
futech-440	111	12	,	,	PUNCT
futech-440	111	13	and	and	CCONJ
futech-440	111	14	risk	risk	NOUN
futech-440	111	15	assessment	assessment	NOUN
futech-440	111	16	part	part	NOUN
futech-440	111	17	,	,	PUNCT
futech-440	111	18	which	which	PRON
futech-440	111	19	are	be	AUX
futech-440	111	20	all	all	PRON
futech-440	111	21	functioning	function	VERB
futech-440	111	22	in	in	ADP
futech-440	111	23	a	a	DET
futech-440	111	24	resource	resource	NOUN
futech-440	111	25	management	management	NOUN
futech-440	111	26	system	system	NOUN
futech-440	111	27	.	.	PUNCT
futech-440	112	1	in	in	ADP
futech-440	112	2	this	this	DET
futech-440	112	3	decision	decision	NOUN
futech-440	112	4	support	support	NOUN
futech-440	112	5	layer	layer	NOUN
futech-440	112	6	,	,	PUNCT
futech-440	112	7	actionable	actionable	ADJ
futech-440	112	8	advice	advice	NOUN
futech-440	112	9	is	be	AUX
futech-440	112	10	formed	form	VERB
futech-440	112	11	through	through	ADP
futech-440	112	12	an	an	DET
futech-440	112	13	intelligent	intelligent	ADJ
futech-440	112	14	inference	inference	NOUN
futech-440	112	15	engine	engine	NOUN
futech-440	112	16	that	that	PRON
futech-440	112	17	integrates	integrate	VERB
futech-440	112	18	analytical	analytical	ADJ
futech-440	112	19	output	output	NOUN
futech-440	112	20	and	and	CCONJ
futech-440	112	21	organisational	organisational	ADJ
futech-440	112	22	context	context	NOUN
futech-440	112	23	.	.	PUNCT
futech-440	113	1	in	in	ADP
futech-440	113	2	this	this	DET
futech-440	113	3	layer	layer	NOUN
futech-440	113	4	,	,	PUNCT
futech-440	113	5	adaptive	adaptive	ADJ
futech-440	113	6	visualisation	visualisation	NOUN
futech-440	113	7	elements	element	NOUN
futech-440	113	8	as	as	ADV
futech-440	113	9	well	well	ADV
futech-440	113	10	as	as	ADP
futech-440	113	11	interactive	interactive	ADJ
futech-440	113	12	dashboards	dashboard	NOUN
futech-440	113	13	are	be	AUX
futech-440	113	14	provided	provide	VERB
futech-440	113	15	to	to	ADP
futech-440	113	16	decision	decision	NOUN
futech-440	113	17	makers	maker	NOUN
futech-440	113	18	to	to	PART
futech-440	113	19	aid	aid	VERB
futech-440	113	20	them	they	PRON
futech-440	113	21	in	in	ADP
futech-440	113	22	performing	perform	VERB
futech-440	113	23	decision	decision	NOUN
futech-440	113	24	support	support	NOUN
futech-440	113	25	tasks	task	NOUN
futech-440	113	26	with	with	ADP
futech-440	113	27	ease	ease	NOUN
futech-440	113	28	and	and	CCONJ
futech-440	113	29	within	within	ADP
futech-440	113	30	minimum	minimum	ADJ
futech-440	113	31	response	response	NOUN
futech-440	113	32	time	time	NOUN
futech-440	113	33	,	,	PUNCT
futech-440	113	34	even	even	ADV
futech-440	113	35	under	under	ADP
futech-440	113	36	system	system	NOUN
futech-440	113	37	load	load	NOUN
futech-440	113	38	changes	change	NOUN
futech-440	113	39	.	.	PUNCT
futech-440	114	1	in	in	ADP
futech-440	114	2	this	this	DET
futech-440	114	3	case	case	NOUN
futech-440	114	4	,	,	PUNCT
futech-440	114	5	module	module	NOUN
futech-440	114	6	interactions	interaction	NOUN
futech-440	114	7	have	have	VERB
futech-440	114	8	service	service	NOUN
futech-440	114	9	orientation	orientation	NOUN
futech-440	114	10	,	,	PUNCT
futech-440	114	11	which	which	PRON
futech-440	114	12	combines	combine	VERB
futech-440	114	13	both	both	CCONJ
futech-440	114	14	synchronous	synchronous	ADJ
futech-440	114	15	and	and	CCONJ
futech-440	114	16	asynchronous	asynchronous	ADJ
futech-440	114	17	communication	communication	NOUN
futech-440	114	18	schemas	schema	NOUN
futech-440	114	19	for	for	ADP
futech-440	114	20	improved	improved	ADJ
futech-440	114	21	system	system	NOUN
futech-440	114	22	performance	performance	NOUN
futech-440	114	23	.	.	PUNCT
futech-440	115	1	the	the	DET
futech-440	115	2	data	datum	NOUN
futech-440	115	3	flows	flow	VERB
futech-440	115	4	through	through	ADP
futech-440	115	5	the	the	DET
futech-440	115	6	system	system	NOUN
futech-440	115	7	using	use	VERB
futech-440	115	8	a	a	DET
futech-440	115	9	bidirectional	bidirectional	ADJ
futech-440	115	10	pipeline	pipeline	NOUN
futech-440	115	11	,	,	PUNCT
futech-440	115	12	which	which	PRON
futech-440	115	13	allows	allow	VERB
futech-440	115	14	the	the	DET
futech-440	115	15	system	system	NOUN
futech-440	115	16	to	to	PART
futech-440	115	17	propagate	propagate	VERB
futech-440	115	18	data	datum	NOUN
futech-440	115	19	and	and	CCONJ
futech-440	115	20	also	also	ADV
futech-440	115	21	create	create	VERB
futech-440	115	22	feedback	feedback	NOUN
futech-440	115	23	loops	loop	NOUN
futech-440	115	24	for	for	ADP
futech-440	115	25	iterative	iterative	ADJ
futech-440	115	26	optimisation	optimisation	NOUN
futech-440	115	27	of	of	ADP
futech-440	115	28	the	the	DET
futech-440	115	29	system	system	NOUN
futech-440	115	30	.	.	PUNCT
futech-440	116	1	this	this	DET
futech-440	116	2	architecture	architecture	NOUN
futech-440	116	3	strikes	strike	VERB
futech-440	116	4	a	a	DET
futech-440	116	5	balance	balance	NOUN
futech-440	116	6	between	between	ADP
futech-440	116	7	comprehensive	comprehensive	ADJ
futech-440	116	8	support	support	NOUN
futech-440	116	9	for	for	ADP
futech-440	116	10	organisational	organisational	ADJ
futech-440	116	11	change	change	NOUN
futech-440	116	12	decisionmaking	decisionmake	VERB
futech-440	116	13	and	and	CCONJ
futech-440	116	14	flexibility	flexibility	NOUN
futech-440	116	15	to	to	ADP
futech-440	116	16	the	the	DET
futech-440	116	17	shifting	shift	VERB
futech-440	116	18	business	business	NOUN
futech-440	116	19	environment	environment	NOUN
futech-440	116	20	in	in	ADP
futech-440	116	21	the	the	DET
futech-440	116	22	digital	digital	ADJ
futech-440	116	23	economy	economy	NOUN
futech-440	116	24	.	.	PUNCT
futech-440	117	1	3.2	3.2	NUM
futech-440	117	2	key	key	ADJ
futech-440	117	3	components	component	NOUN
futech-440	117	4	for	for	ADP
futech-440	117	5	optimal	optimal	ADJ
futech-440	117	6	organisational	organisational	ADJ
futech-440	117	7	changes	change	NOUN
futech-440	117	8	,	,	PUNCT
futech-440	117	9	the	the	DET
futech-440	117	10	decision	decision	NOUN
futech-440	117	11	support	support	NOUN
futech-440	117	12	system	system	NOUN
futech-440	117	13	employs	employ	VERB
futech-440	117	14	four	four	NUM
futech-440	117	15	defining	define	VERB
futech-440	117	16	components	component	NOUN
futech-440	117	17	that	that	PRON
futech-440	117	18	assist	assist	VERB
futech-440	117	19	.	.	PUNCT
futech-440	118	1	first	first	ADV
futech-440	118	2	,	,	PUNCT
futech-440	118	3	the	the	DET
futech-440	118	4	knowledge	knowledge	NOUN
futech-440	118	5	base	base	NOUN
futech-440	118	6	is	be	AUX
futech-440	118	7	the	the	DET
futech-440	118	8	system	system	NOUN
futech-440	118	9	’s	’s	PART
futech-440	118	10	primary	primary	ADJ
futech-440	118	11	source	source	NOUN
futech-440	118	12	using	use	VERB
futech-440	118	13	a	a	DET
futech-440	118	14	hybrid	hybrid	ADJ
futech-440	118	15	storage	storage	NOUN
futech-440	118	16	architecture	architecture	NOUN
futech-440	118	17	through	through	ADP
futech-440	118	18	ontology	ontology	NOUN
futech-440	118	19	-	-	PUNCT
futech-440	118	20	based	base	VERB
futech-440	118	21	knowledge	knowledge	NOUN
futech-440	118	22	representation	representation	NOUN
futech-440	118	23	and	and	CCONJ
futech-440	118	24	graph	graph	NOUN
futech-440	118	25	databases	database	NOUN
futech-440	118	26	.	.	PUNCT
futech-440	119	1	with	with	ADP
futech-440	119	2	the	the	DET
futech-440	119	3	help	help	NOUN
futech-440	119	4	of	of	ADP
futech-440	119	5	semantic	semantic	ADJ
futech-440	119	6	web	web	NOUN
futech-440	119	7	tools	tool	NOUN
futech-440	119	8	,	,	PUNCT
futech-440	119	9	this	this	DET
futech-440	119	10	component	component	NOUN
futech-440	119	11	stores	store	NOUN
futech-440	119	12	domain	domain	NOUN
futech-440	119	13	knowledge	knowledge	NOUN
futech-440	119	14	,	,	PUNCT
futech-440	119	15	organisational	organisational	ADJ
futech-440	119	16	rules	rule	NOUN
futech-440	119	17	,	,	PUNCT
futech-440	119	18	and	and	CCONJ
futech-440	119	19	carved	carve	VERB
futech-440	119	20	case	case	NOUN
futech-440	119	21	decision	decision	NOUN
futech-440	119	22	histories	history	NOUN
futech-440	119	23	for	for	ADP
futech-440	119	24	easy	easy	ADJ
futech-440	119	25	retrieval	retrieval	NOUN
futech-440	119	26	and	and	CCONJ
futech-440	119	27	update	update	NOUN
futech-440	119	28	.	.	PUNCT
futech-440	120	1	sophisticated	sophisticated	ADJ
futech-440	120	2	reasoning	reasoning	NOUN
futech-440	120	3	is	be	AUX
futech-440	120	4	also	also	ADV
futech-440	120	5	enabled	enable	VERB
futech-440	120	6	because	because	SCONJ
futech-440	120	7	the	the	DET
futech-440	120	8	knowledge	knowledge	NOUN
futech-440	120	9	base	base	NOUN
futech-440	120	10	employs	employ	VERB
futech-440	120	11	automatic	automatic	ADJ
futech-440	120	12	versioning	versioning	NOUN
futech-440	120	13	along	along	ADP
futech-440	120	14	with	with	ADP
futech-440	120	15	contextual	contextual	ADJ
futech-440	120	16	relationships	relationship	NOUN
futech-440	120	17	between	between	ADP
futech-440	120	18	knowledge	knowledge	NOUN
futech-440	120	19	elements	element	NOUN
futech-440	120	20	.	.	PUNCT
futech-440	121	1	the	the	DET
futech-440	121	2	sub	sub	NOUN
futech-440	121	3	-	-	NOUN
futech-440	121	4	system	system	NOUN
futech-440	121	5	has	have	VERB
futech-440	121	6	an	an	DET
futech-440	121	7	inference	inference	NOUN
futech-440	121	8	engine	engine	NOUN
futech-440	121	9	that	that	PRON
futech-440	121	10	performs	perform	VERB
futech-440	121	11	a	a	DET
futech-440	121	12	hybrid	hybrid	ADJ
futech-440	121	13	type	type	NOUN
futech-440	121	14	of	of	ADP
futech-440	121	15	reasoning	reasoning	NOUN
futech-440	121	16	using	use	VERB
futech-440	121	17	machine	machine	NOUN
futech-440	121	18	learning	learning	NOUN
futech-440	121	19	algorithms	algorithm	NOUN
futech-440	121	20	coupled	couple	VERB
futech-440	121	21	with	with	ADP
futech-440	121	22	rule	rule	NOUN
futech-440	121	23	-	-	PUNCT
futech-440	121	24	based	base	VERB
futech-440	121	25	processes	process	NOUN
futech-440	121	26	.	.	PUNCT
futech-440	122	1	this	this	DET
futech-440	122	2	component	component	NOUN
futech-440	122	3	applies	apply	VERB
futech-440	122	4	deep	deep	ADJ
futech-440	122	5	learning	learning	NOUN
futech-440	122	6	methods	method	NOUN
futech-440	122	7	for	for	ADP
futech-440	122	8	pattern	pattern	NOUN
futech-440	122	9	recognition	recognition	NOUN
futech-440	122	10	and	and	CCONJ
futech-440	122	11	predictive	predictive	ADJ
futech-440	122	12	analysis	analysis	NOUN
futech-440	122	13	,	,	PUNCT
futech-440	122	14	with	with	ADP
futech-440	122	15	explainable	explainable	ADJ
futech-440	122	16	decisions	decision	NOUN
futech-440	122	17	still	still	ADV
futech-440	122	18	provided	provide	VERB
futech-440	122	19	by	by	ADP
futech-440	122	20	traditional	traditional	ADJ
futech-440	122	21	reasoning	reasoning	NOUN
futech-440	122	22	.	.	PUNCT
futech-440	123	1	context	context	NOUN
futech-440	123	2	adaptive	adaptive	ADJ
futech-440	123	3	decision	decision	NOUN
futech-440	123	4	support	support	NOUN
futech-440	123	5	is	be	AUX
futech-440	123	6	provided	provide	VERB
futech-440	123	7	by	by	ADP
futech-440	123	8	the	the	DET
futech-440	123	9	engine	engine	NOUN
futech-440	123	10	's	's	PART
futech-440	123	11	dynamic	dynamic	ADJ
futech-440	123	12	weighting	weighting	NOUN
futech-440	123	13	mechanism	mechanism	NOUN
futech-440	123	14	that	that	PRON
futech-440	123	15	alters	alter	VERB
futech-440	123	16	the	the	DET
futech-440	123	17	impact	impact	NOUN
futech-440	123	18	of	of	ADP
futech-440	123	19	multiple	multiple	ADJ
futech-440	123	20	decision	decision	NOUN
futech-440	123	21	-	-	PUNCT
futech-440	123	22	making	make	VERB
futech-440	123	23	context	context	NOUN
futech-440	123	24	factors	factor	NOUN
futech-440	123	25	and	and	CCONJ
futech-440	123	26	historical	historical	ADJ
futech-440	123	27	success	success	NOUN
futech-440	123	28	patterns	pattern	NOUN
futech-440	123	29	.	.	PUNCT
futech-440	124	1	a	a	DET
futech-440	124	2	feature	feature	NOUN
futech-440	124	3	of	of	ADP
futech-440	124	4	the	the	DET
futech-440	124	5	interface	interface	NOUN
futech-440	124	6	is	be	AUX
futech-440	124	7	the	the	DET
futech-440	124	8	interaction	interaction	NOUN
futech-440	124	9	layer	layer	NOUN
futech-440	124	10	,	,	PUNCT
futech-440	124	11	which	which	PRON
futech-440	124	12	is	be	AUX
futech-440	124	13	user	user	NOUN
futech-440	124	14	-	-	PUNCT
futech-440	124	15	friendly	friendly	ADJ
futech-440	124	16	for	for	ADP
futech-440	124	17	access	access	NOUN
futech-440	124	18	through	through	ADP
futech-440	124	19	a	a	DET
futech-440	124	20	web	web	NOUN
futech-440	124	21	-	-	PUNCT
futech-440	124	22	based	base	VERB
futech-440	124	23	platform	platform	NOUN
futech-440	124	24	,	,	PUNCT
futech-440	124	25	includes	include	VERB
futech-440	124	26	role	role	NOUN
futech-440	124	27	-	-	PUNCT
futech-440	124	28	based	base	VERB
futech-440	124	29	access	access	NOUN
futech-440	124	30	control	control	NOUN
futech-440	124	31	,	,	PUNCT
futech-440	124	32	and	and	CCONJ
futech-440	124	33	boasts	boast	VERB
futech-440	124	34	customisable	customisable	ADJ
futech-440	124	35	dashboards	dashboard	NOUN
futech-440	124	36	.	.	PUNCT
futech-440	125	1	with	with	ADP
futech-440	125	2	the	the	DET
futech-440	125	3	aid	aid	NOUN
futech-440	125	4	of	of	ADP
futech-440	125	5	modern	modern	ADJ
futech-440	125	6	frontend	frontend	NOUN
futech-440	125	7	frameworks	framework	NOUN
futech-440	125	8	,	,	PUNCT
futech-440	125	9	this	this	DET
futech-440	125	10	component	component	NOUN
futech-440	125	11	provides	provide	VERB
futech-440	125	12	visualisation	visualisation	NOUN
futech-440	125	13	for	for	ADP
futech-440	125	14	real	real	ADJ
futech-440	125	15	-	-	PUNCT
futech-440	125	16	time	time	NOUN
futech-440	125	17	data	datum	NOUN
futech-440	125	18	and	and	CCONJ
futech-440	125	19	decision	decision	NOUN
futech-440	125	20	-	-	PUNCT
futech-440	125	21	making	make	VERB
futech-440	125	22	exploration	exploration	NOUN
futech-440	125	23	tools	tool	NOUN
futech-440	125	24	.	.	PUNCT
futech-440	126	1	the	the	DET
futech-440	126	2	interface	interface	NOUN
futech-440	126	3	includes	include	VERB
futech-440	126	4	natural	natural	ADJ
futech-440	126	5	language	language	NOUN
futech-440	126	6	processing	processing	NOUN
futech-440	126	7	for	for	ADP
futech-440	126	8	query	query	NOUN
futech-440	126	9	execution	execution	NOUN
futech-440	126	10	and	and	CCONJ
futech-440	126	11	adaptive	adaptive	ADJ
futech-440	126	12	display	display	NOUN
futech-440	126	13	mechanisms	mechanism	NOUN
futech-440	126	14	based	base	VERB
futech-440	126	15	on	on	ADP
futech-440	126	16	different	different	ADJ
futech-440	126	17	user	user	NOUN
futech-440	126	18	skills	skill	NOUN
futech-440	126	19	and	and	CCONJ
futech-440	126	20	device	device	NOUN
futech-440	126	21	configurations	configuration	NOUN
futech-440	126	22	.	.	PUNCT
futech-440	127	1	with	with	ADP
futech-440	127	2	a	a	DET
futech-440	127	3	parallel	parallel	ADJ
futech-440	127	4	processing	processing	NOUN
futech-440	127	5	pipeline	pipeline	NOUN
futech-440	127	6	architecture	architecture	NOUN
futech-440	127	7	,	,	PUNCT
futech-440	127	8	this	this	DET
futech-440	127	9	module	module	NOUN
futech-440	127	10	performs	perform	VERB
futech-440	127	11	the	the	DET
futech-440	127	12	transformation	transformation	NOUN
futech-440	127	13	and	and	CCONJ
futech-440	127	14	analysis	analysis	NOUN
futech-440	127	15	of	of	ADP
futech-440	127	16	the	the	DET
futech-440	127	17	incoming	incoming	ADJ
futech-440	127	18	data	datum	NOUN
futech-440	127	19	streams	stream	NOUN
futech-440	127	20	.	.	PUNCT
futech-440	128	1	this	this	DET
futech-440	128	2	element	element	NOUN
futech-440	128	3	applies	apply	VERB
futech-440	128	4	sophisticated	sophisticated	ADJ
futech-440	128	5	etl	etl	NOUN
futech-440	128	6	workflows	workflow	NOUN
futech-440	128	7	with	with	ADP
futech-440	128	8	embedded	embed	VERB
futech-440	128	9	data	data	NOUN
futech-440	128	10	verification	verification	NOUN
futech-440	128	11	and	and	CCONJ
futech-440	128	12	quality	quality	NOUN
futech-440	128	13	control	control	NOUN
futech-440	128	14	processes	process	NOUN
futech-440	128	15	.	.	PUNCT
futech-440	129	1	the	the	DET
futech-440	129	2	module	module	NOUN
futech-440	129	3	employs	employ	VERB
futech-440	129	4	distributed	distribute	VERB
futech-440	129	5	processing	processing	NOUN
futech-440	129	6	algorithms	algorithm	NOUN
futech-440	129	7	for	for	ADP
futech-440	129	8	real	real	ADJ
futech-440	129	9	-	-	PUNCT
futech-440	129	10	time	time	NOUN
futech-440	129	11	streaming	streaming	NOUN
futech-440	129	12	data	datum	NOUN
futech-440	129	13	.	.	PUNCT
futech-440	130	1	for	for	ADP
futech-440	130	2	keeping	keep	VERB
futech-440	130	3	historical	historical	ADJ
futech-440	130	4	records	record	NOUN
futech-440	130	5	,	,	PUNCT
futech-440	130	6	it	it	PRON
futech-440	130	7	uses	use	VERB
futech-440	130	8	batch	batch	NOUN
futech-440	130	9	processing	processing	NOUN
futech-440	130	10	.	.	PUNCT
futech-440	131	1	to	to	PART
futech-440	131	2	enable	enable	VERB
futech-440	131	3	efficient	efficient	ADJ
futech-440	131	4	processing	processing	NOUN
futech-440	131	5	of	of	ADP
futech-440	131	6	big	big	ADJ
futech-440	131	7	organisational	organisational	ADJ
futech-440	131	8	data	datum	NOUN
futech-440	131	9	,	,	PUNCT
futech-440	131	10	advanced	advanced	ADJ
futech-440	131	11	computing	computing	NOUN
futech-440	131	12	methods	method	NOUN
futech-440	131	13	are	be	AUX
futech-440	131	14	used	use	VERB
futech-440	131	15	.	.	PUNCT
futech-440	132	1	3.3	3.3	NUM
futech-440	132	2	decision	decision	NOUN
futech-440	132	3	-	-	PUNCT
futech-440	132	4	making	making	NOUN
futech-440	132	5	mechanisms	mechanism	NOUN
futech-440	132	6	the	the	DET
futech-440	132	7	selection	selection	NOUN
futech-440	132	8	of	of	ADP
futech-440	132	9	q	q	NOUN
futech-440	132	10	-	-	PUNCT
futech-440	132	11	learning	learn	VERB
futech-440	132	12	and	and	CCONJ
futech-440	132	13	deep	deep	ADJ
futech-440	132	14	learning	learning	NOUN
futech-440	132	15	algorithms	algorithm	NOUN
futech-440	132	16	for	for	ADP
futech-440	132	17	the	the	DET
futech-440	132	18	intelligent	intelligent	ADJ
futech-440	132	19	decision	decision	NOUN
futech-440	132	20	support	support	NOUN
futech-440	132	21	system	system	NOUN
futech-440	132	22	was	be	AUX
futech-440	132	23	driven	drive	VERB
futech-440	132	24	by	by	ADP
futech-440	132	25	their	their	PRON
futech-440	132	26	complementary	complementary	ADJ
futech-440	132	27	strengths	strength	NOUN
futech-440	132	28	in	in	ADP
futech-440	132	29	addressing	address	VERB
futech-440	132	30	the	the	DET
futech-440	132	31	complex	complex	ADJ
futech-440	132	32	challenges	challenge	NOUN
futech-440	132	33	of	of	ADP
futech-440	132	34	organizational	organizational	ADJ
futech-440	132	35	change	change	NOUN
futech-440	132	36	management	management	NOUN
futech-440	132	37	.	.	PUNCT
futech-440	133	1	q	q	X
futech-440	133	2	-	-	PUNCT
futech-440	133	3	learning	learning	NOUN
futech-440	133	4	was	be	AUX
futech-440	133	5	specifically	specifically	ADV
futech-440	133	6	chosen	choose	VERB
futech-440	133	7	for	for	ADP
futech-440	133	8	its	its	PRON
futech-440	133	9	demonstrated	demonstrate	VERB
futech-440	133	10	capability	capability	NOUN
futech-440	133	11	to	to	PART
futech-440	133	12	adapt	adapt	VERB
futech-440	133	13	to	to	ADP
futech-440	133	14	dynamic	dynamic	ADJ
futech-440	133	15	organizational	organizational	ADJ
futech-440	133	16	environments	environment	NOUN
futech-440	133	17	where	where	SCONJ
futech-440	133	18	decision	decision	NOUN
futech-440	133	19	outcomes	outcome	NOUN
futech-440	133	20	and	and	CCONJ
futech-440	133	21	state	state	NOUN
futech-440	133	22	transitions	transition	NOUN
futech-440	133	23	are	be	AUX
futech-440	133	24	initially	initially	ADV
futech-440	133	25	uncertain	uncertain	ADJ
futech-440	133	26	,	,	PUNCT
futech-440	133	27	enabling	enable	VERB
futech-440	133	28	the	the	DET
futech-440	133	29	system	system	NOUN
futech-440	133	30	to	to	PART
futech-440	133	31	continuously	continuously	ADV
futech-440	133	32	improve	improve	VERB
futech-440	133	33	its	its	PRON
futech-440	133	34	decision	decision	NOUN
futech-440	133	35	recommendations	recommendation	NOUN
futech-440	133	36	through	through	ADP
futech-440	133	37	reinforcement	reinforcement	NOUN
futech-440	133	38	mechanisms	mechanism	NOUN
futech-440	133	39	without	without	ADP
futech-440	133	40	requiring	require	VERB
futech-440	133	41	predefined	predefine	VERB
futech-440	133	42	models	model	NOUN
futech-440	133	43	of	of	ADP
futech-440	133	44	organizational	organizational	ADJ
futech-440	133	45	behavior	behavior	NOUN
futech-440	133	46	.	.	PUNCT
futech-440	134	1	this	this	DET
futech-440	134	2	adaptive	adaptive	ADJ
futech-440	134	3	characteristic	characteristic	NOUN
futech-440	134	4	proves	prove	VERB
futech-440	134	5	particularly	particularly	ADV
futech-440	134	6	valuable	valuable	ADJ
futech-440	134	7	in	in	ADP
futech-440	134	8	the	the	DET
futech-440	134	9	digital	digital	ADJ
futech-440	134	10	economy	economy	NOUN
futech-440	134	11	context	context	NOUN
futech-440	134	12	where	where	SCONJ
futech-440	134	13	business	business	NOUN
futech-440	134	14	conditions	condition	NOUN
futech-440	134	15	evolve	evolve	VERB
futech-440	134	16	rapidly	rapidly	ADV
futech-440	134	17	.	.	PUNCT
futech-440	135	1	concurrently	concurrently	ADV
futech-440	135	2	,	,	PUNCT
futech-440	135	3	deep	deep	ADJ
futech-440	135	4	learning	learning	NOUN
futech-440	135	5	architectures	architecture	NOUN
futech-440	135	6	were	be	AUX
futech-440	135	7	integrated	integrate	VERB
futech-440	135	8	to	to	PART
futech-440	135	9	handle	handle	VERB
futech-440	135	10	the	the	DET
futech-440	135	11	substantial	substantial	ADJ
futech-440	135	12	volumes	volume	NOUN
futech-440	135	13	of	of	ADP
futech-440	135	14	unstructured	unstructured	ADJ
futech-440	135	15	data	datum	NOUN
futech-440	135	16	inherent	inherent	ADJ
futech-440	135	17	in	in	ADP
futech-440	135	18	enterprise	enterprise	NOUN
futech-440	135	19	environments	environment	NOUN
futech-440	135	20	,	,	PUNCT
futech-440	135	21	including	include	VERB
futech-440	135	22	textual	textual	ADJ
futech-440	135	23	reports	report	NOUN
futech-440	135	24	,	,	PUNCT
futech-440	135	25	email	email	NOUN
futech-440	135	26	communications	communication	NOUN
futech-440	135	27	,	,	PUNCT
futech-440	135	28	and	and	CCONJ
futech-440	135	29	market	market	NOUN
futech-440	135	30	intelligence	intelligence	NOUN
futech-440	135	31	documents	document	NOUN
futech-440	135	32	.	.	PUNCT
futech-440	136	1	the	the	DET
futech-440	136	2	combination	combination	NOUN
futech-440	136	3	of	of	ADP
futech-440	136	4	these	these	DET
futech-440	136	5	approaches	approach	NOUN
futech-440	136	6	enables	enable	VERB
futech-440	136	7	the	the	DET
futech-440	136	8	system	system	NOUN
futech-440	136	9	to	to	PART
futech-440	136	10	both	both	PRON
futech-440	136	11	learn	learn	VERB
futech-440	136	12	optimal	optimal	ADJ
futech-440	136	13	decision	decision	NOUN
futech-440	136	14	policies	policy	NOUN
futech-440	136	15	from	from	ADP
futech-440	136	16	experience	experience	NOUN
futech-440	136	17	while	while	SCONJ
futech-440	136	18	simultaneously	simultaneously	ADV
futech-440	136	19	extracting	extract	VERB
futech-440	136	20	meaningful	meaningful	ADJ
futech-440	136	21	patterns	pattern	NOUN
futech-440	136	22	from	from	ADP
futech-440	136	23	heterogeneous	heterogeneous	ADJ
futech-440	136	24	data	datum	NOUN
futech-440	136	25	sources	source	NOUN
futech-440	136	26	,	,	PUNCT
futech-440	136	27	thereby	thereby	ADV
futech-440	136	28	providing	provide	VERB
futech-440	136	29	comprehensive	comprehensive	ADJ
futech-440	136	30	decision	decision	NOUN
futech-440	136	31	support	support	NOUN
futech-440	136	32	that	that	PRON
futech-440	136	33	traditional	traditional	ADJ
futech-440	136	34	rule	rule	NOUN
futech-440	136	35	-	-	PUNCT
futech-440	136	36	based	base	VERB
futech-440	136	37	systems	system	NOUN
futech-440	136	38	can	can	AUX
futech-440	136	39	not	not	PART
futech-440	136	40	achieve	achieve	VERB
futech-440	136	41	.	.	PUNCT
futech-440	137	1	the	the	DET
futech-440	137	2	intelligent	intelligent	ADJ
futech-440	137	3	support	support	NOUN
futech-440	137	4	system	system	NOUN
futech-440	137	5	's	's	PART
futech-440	137	6	reasoning	reasoning	NOUN
futech-440	137	7	methods	method	NOUN
futech-440	137	8	use	use	VERB
futech-440	137	9	a	a	DET
futech-440	137	10	combination	combination	NOUN
futech-440	137	11	of	of	ADP
futech-440	137	12	adaptive	adaptive	ADJ
futech-440	137	13	learning	learning	NOUN
futech-440	137	14	techniques	technique	NOUN
futech-440	137	15	and	and	CCONJ
futech-440	137	16	predefined	predefine	VERB
futech-440	137	17	expert	expert	NOUN
futech-440	137	18	decision	decision	NOUN
futech-440	137	19	-	-	PUNCT
futech-440	137	20	making	make	VERB
futech-440	137	21	rules	rule	NOUN
futech-440	137	22	.	.	PUNCT
futech-440	138	1	the	the	DET
futech-440	138	2	fundamental	fundamental	ADJ
futech-440	138	3	reasoning	reasoning	NOUN
futech-440	138	4	algorithm	algorithm	NOUN
futech-440	138	5	is	be	AUX
futech-440	138	6	based	base	VERB
futech-440	138	7	on	on	ADP
futech-440	138	8	multi	multi	ADJ
futech-440	138	9	-	-	ADJ
futech-440	138	10	criteria	criterion	NOUN
futech-440	138	11	decision	decision	NOUN
futech-440	138	12	solving	solving	NOUN
futech-440	138	13	augmented	augment	VERB
futech-440	138	14	by	by	ADP
futech-440	138	15	deep	deep	ADJ
futech-440	138	16	learning	learning	NOUN
futech-440	138	17	and	and	CCONJ
futech-440	138	18	artificial	artificial	ADJ
futech-440	138	19	intelligence	intelligence	NOUN
futech-440	138	20	.	.	PUNCT
futech-440	139	1	a	a	DET
futech-440	139	2	primary	primary	ADJ
futech-440	139	3	decision	decision	NOUN
futech-440	139	4	function	function	NOUN
futech-440	139	5	may	may	AUX
futech-440	139	6	be	be	AUX
futech-440	139	7	expressed	express	VERB
futech-440	139	8	as	as	SCONJ
futech-440	139	9	follows	follow	VERB
futech-440	139	10	:	:	PUNCT
futech-440	140	1	kexin	kexin	PROPN
futech-440	140	2	zhang	zhang	PROPN
futech-440	140	3	/future	/future	PROPN
futech-440	140	4	technology	technology	PROPN
futech-440	140	5	november	november	PROPN
futech-440	140	6	2025|	2025|	NUM
futech-440	140	7	volume	volume	NOUN
futech-440	140	8	04	04	NUM
futech-440	141	1	|	|	ADV
futech-440	141	2	issue	issue	VERB
futech-440	141	3	04	04	NUM
futech-440	142	1	|	|	CCONJ
futech-440	142	2	pages	page	VERB
futech-440	142	3	128	128	NUM
futech-440	142	4	-	-	SYM
futech-440	142	5	137	137	NUM
futech-440	142	6	132	132	NUM
futech-440	142	7	𝐷𝐷	𝐷𝐷	PROPN
futech-440	142	8	=	=	SYM
futech-440	142	9	𝑓𝑓(𝑊𝑊1𝐶𝐶1	𝑓𝑓(𝑊𝑊1𝐶𝐶1	PROPN
futech-440	142	10	+	+	PUNCT
futech-440	142	11	𝑊𝑊2𝐶𝐶2	𝑊𝑊2𝐶𝐶2	NOUN
futech-440	142	12	+	+	PROPN
futech-440	142	13	.	.	PUNCT
futech-440	142	14	.	.	PUNCT
futech-440	142	15	.	.	PUNCT
futech-440	143	1	+	+	PUNCT
futech-440	143	2	𝑊𝑊𝑛𝑛𝐶𝐶𝑛𝑛	𝑊𝑊𝑛𝑛𝐶𝐶𝑛𝑛	X
futech-440	143	3	)	)	PUNCT
futech-440	143	4	(	(	PUNCT
futech-440	143	5	1	1	X
futech-440	143	6	)	)	PUNCT
futech-440	143	7	where	where	SCONJ
futech-440	143	8	d	d	NOUN
futech-440	143	9	represents	represent	VERB
futech-440	143	10	the	the	DET
futech-440	143	11	final	final	ADJ
futech-440	143	12	decision	decision	NOUN
futech-440	143	13	score	score	NOUN
futech-440	143	14	,	,	PUNCT
futech-440	143	15	wi	wi	PROPN
futech-440	143	16	represents	represent	VERB
futech-440	143	17	the	the	DET
futech-440	143	18	weight	weight	NOUN
futech-440	143	19	of	of	ADP
futech-440	143	20	the	the	DET
futech-440	143	21	criterion	criterion	NOUN
futech-440	143	22	i	i	PRON
futech-440	143	23	,	,	PUNCT
futech-440	143	24	and	and	CCONJ
futech-440	143	25	ci	ci	NOUN
futech-440	143	26	represents	represent	VERB
futech-440	143	27	the	the	DET
futech-440	143	28	normalized	normalized	ADJ
futech-440	143	29	value	value	NOUN
futech-440	143	30	of	of	ADP
futech-440	143	31	the	the	DET
futech-440	143	32	criterion	criterion	NOUN
futech-440	143	33	i.	i.	NOUN
futech-440	143	34	the	the	DET
futech-440	143	35	weights	weight	NOUN
futech-440	143	36	are	be	AUX
futech-440	143	37	dynamically	dynamically	ADV
futech-440	143	38	adjusted	adjust	VERB
futech-440	143	39	through	through	ADP
futech-440	143	40	a	a	DET
futech-440	143	41	learning	learning	NOUN
futech-440	143	42	process	process	NOUN
futech-440	143	43	defined	define	VERB
futech-440	143	44	by	by	ADP
futech-440	143	45	:	:	PUNCT
futech-440	143	46	(	(	PUNCT
futech-440	143	47	)	)	PUNCT
futech-440	143	48	new	new	ADJ
futech-440	143	49	old	old	ADJ
futech-440	143	50	i	i	PRON
futech-440	144	1	i	i	PRON
futech-440	145	1	i	i	PRON
futech-440	145	2	dw	dw	VERB
futech-440	145	3	w	w	PROPN
futech-440	145	4	p	p	PROPN
futech-440	145	5	w	w	PROPN
futech-440	145	6	α	α	NOUN
futech-440	145	7	∂	∂	NOUN
futech-440	145	8	=	=	PUNCT
futech-440	146	1	+	+	CCONJ
futech-440	146	2	∆	∆	PROPN
futech-440	146	3	⋅	⋅	X
futech-440	146	4	∂	∂	X
futech-440	146	5	(	(	PUNCT
futech-440	146	6	2	2	NUM
futech-440	146	7	)	)	PUNCT
futech-440	146	8	where	where	SCONJ
futech-440	146	9	𝛼𝛼	𝛼𝛼	ADV
futech-440	146	10	is	be	AUX
futech-440	146	11	the	the	DET
futech-440	146	12	learning	learning	NOUN
futech-440	146	13	rate	rate	NOUN
futech-440	146	14	,	,	PUNCT
futech-440	146	15	and	and	CCONJ
futech-440	146	16	∆𝑃𝑃	∆𝑃𝑃	PROPN
futech-440	146	17	represents	represent	VERB
futech-440	146	18	the	the	DET
futech-440	146	19	performance	performance	NOUN
futech-440	146	20	improvement	improvement	NOUN
futech-440	146	21	from	from	ADP
futech-440	146	22	the	the	DET
futech-440	146	23	previous	previous	ADJ
futech-440	146	24	decision	decision	NOUN
futech-440	146	25	cycle	cycle	NOUN
futech-440	146	26	.	.	PUNCT
futech-440	147	1	a	a	DET
futech-440	147	2	new	new	ADJ
futech-440	147	3	reinforcement	reinforcement	NOUN
futech-440	147	4	learning	learning	NOUN
futech-440	147	5	technique	technique	NOUN
futech-440	147	6	is	be	AUX
futech-440	147	7	used	use	VERB
futech-440	147	8	for	for	ADP
futech-440	147	9	the	the	DET
futech-440	147	10	automation	automation	NOUN
futech-440	147	11	of	of	ADP
futech-440	147	12	the	the	DET
futech-440	147	13	decision	decision	NOUN
futech-440	147	14	rule	rule	NOUN
futech-440	147	15	processes	process	NOUN
futech-440	147	16	.	.	PUNCT
futech-440	148	1	the	the	DET
futech-440	148	2	value	value	NOUN
futech-440	148	3	function	function	NOUN
futech-440	148	4	for	for	ADP
futech-440	148	5	the	the	DET
futech-440	148	6	q	q	ADJ
futech-440	148	7	-	-	PUNCT
futech-440	148	8	learning	learn	VERB
futech-440	148	9	algorithm	algorithm	NOUN
futech-440	148	10	used	use	VERB
futech-440	148	11	in	in	ADP
futech-440	148	12	the	the	DET
futech-440	148	13	system	system	NOUN
futech-440	148	14	for	for	ADP
futech-440	148	15	decisionmaking	decisionmake	VERB
futech-440	148	16	at	at	ADP
futech-440	148	17	the	the	DET
futech-440	148	18	organisation	organisation	NOUN
futech-440	148	19	is	be	AUX
futech-440	148	20	:	:	PUNCT
futech-440	148	21	𝑄𝑄(𝑠𝑠𝑡𝑡	𝑄𝑄(𝑠𝑠𝑡𝑡	ADJ
futech-440	148	22	,	,	PUNCT
futech-440	148	23	𝑎𝑎𝑡𝑡	𝑎𝑎𝑡𝑡	NOUN
futech-440	148	24	)	)	PUNCT
futech-440	149	1	=	=	SYM
futech-440	149	2	𝑄𝑄(𝑠𝑠𝑡𝑡	𝑄𝑄(𝑠𝑠𝑡𝑡	PROPN
futech-440	149	3	,	,	PUNCT
futech-440	149	4	𝑎𝑎𝑡𝑡	𝑎𝑎𝑡𝑡	ADJ
futech-440	149	5	)	)	PUNCT
futech-440	150	1	+	+	CCONJ
futech-440	150	2	𝛽𝛽[𝑟𝑟𝑡𝑡	𝛽𝛽[𝑟𝑟𝑡𝑡	PROPN
futech-440	150	3	+	+	CCONJ
futech-440	150	4	𝛾𝛾𝑚𝑚𝑎𝑎𝑚𝑚𝑎𝑎(𝑠𝑠𝑡𝑡+1	𝛾𝛾𝑚𝑚𝑎𝑎𝑚𝑚𝑎𝑎(𝑠𝑠𝑡𝑡+1	NOUN
futech-440	150	5	,	,	PUNCT
futech-440	150	6	𝑎𝑎	𝑎𝑎	NOUN
futech-440	150	7	)	)	PUNCT
futech-440	150	8	−	−	PROPN
futech-440	151	1	𝑄𝑄(𝑠𝑠𝑡𝑡	𝑄𝑄(𝑠𝑠𝑡𝑡	PROPN
futech-440	151	2	,	,	PUNCT
futech-440	151	3	𝑎𝑎𝑡𝑡	𝑎𝑎𝑡𝑡	NOUN
futech-440	151	4	)	)	PUNCT
futech-440	151	5	(	(	PUNCT
futech-440	151	6	3	3	X
futech-440	151	7	)	)	PUNCT
futech-440	151	8	where	where	SCONJ
futech-440	151	9	𝑠𝑠𝑡𝑡	𝑠𝑠𝑡𝑡	NOUN
futech-440	151	10	represents	represent	VERB
futech-440	151	11	the	the	DET
futech-440	151	12	organizational	organizational	ADJ
futech-440	151	13	state	state	NOUN
futech-440	151	14	at	at	ADP
futech-440	151	15	time	time	NOUN
futech-440	151	16	t	t	PROPN
futech-440	151	17	,	,	PUNCT
futech-440	151	18	𝑎𝑎𝑡𝑡	𝑎𝑎𝑡𝑡	NOUN
futech-440	151	19	is	be	AUX
futech-440	151	20	the	the	DET
futech-440	151	21	action	action	NOUN
futech-440	151	22	taken	take	VERB
futech-440	151	23	,	,	PUNCT
futech-440	151	24	𝑟𝑟𝑡𝑡	𝑟𝑟𝑡𝑡	NOUN
futech-440	151	25	is	be	AUX
futech-440	151	26	the	the	DET
futech-440	151	27	immediate	immediate	ADJ
futech-440	151	28	reward	reward	NOUN
futech-440	151	29	,	,	PUNCT
futech-440	151	30	𝛽𝛽	𝛽𝛽	VERB
futech-440	151	31	is	be	AUX
futech-440	151	32	the	the	DET
futech-440	151	33	learning	learning	NOUN
futech-440	151	34	rate	rate	NOUN
futech-440	151	35	,	,	PUNCT
futech-440	151	36	and	and	CCONJ
futech-440	151	37	𝛾𝛾	𝛾𝛾	ADV
futech-440	151	38	is	be	AUX
futech-440	151	39	the	the	DET
futech-440	151	40	discount	discount	NOUN
futech-440	151	41	factor	factor	NOUN
futech-440	151	42	for	for	ADP
futech-440	151	43	future	future	ADJ
futech-440	151	44	rewards	reward	NOUN
futech-440	151	45	.	.	PUNCT
futech-440	152	1	the	the	DET
futech-440	152	2	decision	decision	NOUN
futech-440	152	3	rules	rule	NOUN
futech-440	152	4	incorporate	incorporate	VERB
futech-440	152	5	both	both	CCONJ
futech-440	152	6	deterministic	deterministic	ADJ
futech-440	152	7	and	and	CCONJ
futech-440	152	8	probabilistic	probabilistic	ADJ
futech-440	152	9	components	component	NOUN
futech-440	152	10	,	,	PUNCT
futech-440	152	11	with	with	ADP
futech-440	152	12	the	the	DET
futech-440	152	13	probability	probability	NOUN
futech-440	152	14	of	of	ADP
futech-440	152	15	selecting	select	VERB
futech-440	152	16	a	a	DET
futech-440	152	17	particular	particular	ADJ
futech-440	152	18	decision	decision	NOUN
futech-440	152	19	option	option	NOUN
futech-440	152	20	given	give	VERB
futech-440	152	21	by	by	ADP
futech-440	152	22	:	:	PUNCT
futech-440	152	23	1	1	NUM
futech-440	152	24	exp	exp	NOUN
futech-440	152	25	(	(	PUNCT
futech-440	152	26	(	(	PUNCT
futech-440	152	27	,	,	PUNCT
futech-440	152	28	)	)	PUNCT
futech-440	152	29	)	)	PUNCT
futech-440	152	30	(	(	PUNCT
futech-440	152	31	|	|	ADV
futech-440	152	32	)	)	PUNCT
futech-440	152	33	exp	exp	NOUN
futech-440	152	34	(	(	PUNCT
futech-440	152	35	(	(	PUNCT
futech-440	152	36	,	,	PUNCT
futech-440	152	37	)	)	PUNCT
futech-440	152	38	)	)	PUNCT
futech-440	153	1	i	i	PRON
futech-440	153	2	i	i	PRON
futech-440	153	3	n	n	VERB
futech-440	153	4	j	j	PROPN
futech-440	154	1	j	j	PROPN
futech-440	154	2	q	q	X
futech-440	154	3	s	s	VERB
futech-440	154	4	dp	dp	NOUN
futech-440	155	1	d	d	X
futech-440	155	2	s	s	PROPN
futech-440	155	3	q	q	X
futech-440	155	4	s	s	X
futech-440	155	5	d	d	X
futech-440	155	6	λ	λ	X
futech-440	155	7	λ	λ	NOUN
futech-440	155	8	=	=	PUNCT
futech-440	156	1	=	=	PUNCT
futech-440	156	2	∑	∑	PUNCT
futech-440	156	3	(	(	PUNCT
futech-440	156	4	4	4	NUM
futech-440	156	5	)	)	PUNCT
futech-440	156	6	where	where	SCONJ
futech-440	156	7	𝜆𝜆	𝜆𝜆	PROPN
futech-440	156	8	is	be	AUX
futech-440	156	9	the	the	DET
futech-440	156	10	exploration	exploration	NOUN
futech-440	156	11	-	-	PUNCT
futech-440	156	12	exploitation	exploitation	NOUN
futech-440	156	13	parameter	parameter	NOUN
futech-440	156	14	that	that	SCONJ
futech-440	156	15	balances	balance	NOUN
futech-440	156	16	between	between	ADP
futech-440	156	17	known	know	VERB
futech-440	156	18	successful	successful	ADJ
futech-440	156	19	strategies	strategy	NOUN
futech-440	156	20	and	and	CCONJ
futech-440	156	21	potential	potential	ADJ
futech-440	156	22	new	new	ADJ
futech-440	156	23	solutions	solution	NOUN
futech-440	156	24	.	.	PUNCT
futech-440	157	1	the	the	DET
futech-440	157	2	learning	learn	VERB
futech-440	157	3	capabilities	capability	NOUN
futech-440	157	4	of	of	ADP
futech-440	157	5	the	the	DET
futech-440	157	6	system	system	NOUN
futech-440	157	7	are	be	AUX
futech-440	157	8	enhanced	enhance	VERB
futech-440	157	9	through	through	ADP
futech-440	157	10	a	a	DET
futech-440	157	11	gradient	gradient	NOUN
futech-440	157	12	-	-	PUNCT
futech-440	157	13	based	base	VERB
futech-440	157	14	optimization	optimization	NOUN
futech-440	157	15	approach	approach	NOUN
futech-440	157	16	that	that	PRON
futech-440	157	17	minimizes	minimize	VERB
futech-440	157	18	the	the	DET
futech-440	157	19	decision	decision	NOUN
futech-440	157	20	error	error	NOUN
futech-440	157	21	function	function	NOUN
futech-440	157	22	:	:	PUNCT
futech-440	157	23			NOUN
futech-440	157	24	2	2	NUM
futech-440	157	25	2	2	NUM
futech-440	157	26	1	1	NUM
futech-440	157	27	1	1	NUM
futech-440	157	28	1	1	NUM
futech-440	157	29	(	(	PUNCT
futech-440	157	30	)	)	PUNCT
futech-440	158	1	|	|	ADV
futech-440	158	2	|	|	INTJ
futech-440	158	3	||	||	NOUN
futech-440	159	1	n	n	CCONJ
futech-440	160	1	m	m	VERB
futech-440	160	2	k	k	NOUN
futech-440	161	1	k	k	PROPN
futech-440	162	1	i	i	PRON
futech-440	162	2	k	k	INTJ
futech-440	163	1	i	i	PRON
futech-440	163	2	e	e	VERB
futech-440	163	3	y	y	PROPN
futech-440	163	4	y	y	PROPN
futech-440	163	5	w	w	PROPN
futech-440	163	6	n	n	PROPN
futech-440	163	7	µ	µ	X
futech-440	163	8	=	=	SYM
futech-440	163	9	=	=	PUNCT
futech-440	163	10	=	=	PUNCT
futech-440	164	1	−	−	PROPN
futech-440	164	2	+	+	NOUN
futech-440	164	3	∑	∑	PROPN
futech-440	164	4	∑	∑	PROPN
futech-440	164	5	(	(	PUNCT
futech-440	164	6	1	1	NUM
futech-440	164	7	)	)	PUNCT
futech-440	164	8	where	where	SCONJ
futech-440	164	9	yk	yk	PROPN
futech-440	164	10	represents	represent	VERB
futech-440	164	11	the	the	DET
futech-440	164	12	actual	actual	ADJ
futech-440	164	13	outcome	outcome	NOUN
futech-440	164	14	,	,	PUNCT
futech-440	164	15	ky	ky	NOUN
futech-440	164	16	is	be	AUX
futech-440	164	17	the	the	DET
futech-440	164	18	predicted	predict	VERB
futech-440	164	19	outcome	outcome	NOUN
futech-440	164	20	,	,	PUNCT
futech-440	164	21	n	n	PRON
futech-440	164	22	is	be	AUX
futech-440	164	23	the	the	DET
futech-440	164	24	number	number	NOUN
futech-440	164	25	of	of	ADP
futech-440	164	26	training	training	NOUN
futech-440	164	27	samples	sample	NOUN
futech-440	164	28	,	,	PUNCT
futech-440	164	29	and	and	CCONJ
futech-440	164	30	𝜇𝜇	𝜇𝜇	INTJ
futech-440	164	31	is	be	AUX
futech-440	164	32	the	the	DET
futech-440	164	33	regularization	regularization	NOUN
futech-440	164	34	parameter	parameter	NOUN
futech-440	164	35	controlling	control	VERB
futech-440	164	36	model	model	NOUN
futech-440	164	37	complexity	complexity	NOUN
futech-440	164	38	.	.	PUNCT
futech-440	165	1	with	with	ADP
futech-440	165	2	its	its	PRON
futech-440	165	3	integrated	integrate	VERB
futech-440	165	4	decision	decision	NOUN
futech-440	165	5	-	-	PUNCT
futech-440	165	6	making	make	VERB
futech-440	165	7	framework	framework	NOUN
futech-440	165	8	,	,	PUNCT
futech-440	165	9	this	this	PRON
futech-440	165	10	maintains	maintain	VERB
futech-440	165	11	explicable	explicable	ADJ
futech-440	165	12	decision	decision	NOUN
futech-440	165	13	rules	rule	NOUN
futech-440	165	14	and	and	CCONJ
futech-440	165	15	learning	learn	VERB
futech-440	165	16	mechanisms	mechanism	NOUN
futech-440	165	17	while	while	SCONJ
futech-440	165	18	providing	provide	VERB
futech-440	165	19	strong	strong	ADJ
futech-440	165	20	and	and	CCONJ
futech-440	165	21	adaptive	adaptive	ADJ
futech-440	165	22	intelligent	intelligent	ADJ
futech-440	165	23	decision	decision	NOUN
futech-440	165	24	support	support	NOUN
futech-440	165	25	.	.	PUNCT
futech-440	166	1	the	the	DET
futech-440	166	2	organisation	organisation	NOUN
futech-440	166	3	systematically	systematically	ADV
futech-440	166	4	gathers	gather	VERB
futech-440	166	5	new	new	ADJ
futech-440	166	6	knowledge	knowledge	NOUN
futech-440	166	7	and	and	CCONJ
futech-440	166	8	modifies	modify	VERB
futech-440	166	9	the	the	DET
futech-440	166	10	decision	decision	NOUN
futech-440	166	11	parameters	parameter	NOUN
futech-440	166	12	from	from	ADP
futech-440	166	13	previously	previously	ADV
futech-440	166	14	observed	observe	VERB
futech-440	166	15	outcomes	outcome	NOUN
futech-440	166	16	and	and	CCONJ
futech-440	166	17	feedback	feedback	NOUN
futech-440	166	18	,	,	PUNCT
futech-440	166	19	which	which	PRON
futech-440	166	20	over	over	ADP
futech-440	166	21	time	time	NOUN
futech-440	166	22	leads	lead	VERB
futech-440	166	23	to	to	ADP
futech-440	166	24	an	an	DET
futech-440	166	25	enhancement	enhancement	NOUN
futech-440	166	26	in	in	ADP
futech-440	166	27	decision	decision	NOUN
futech-440	166	28	quality	quality	NOUN
futech-440	166	29	.	.	PUNCT
futech-440	167	1	4	4	X
futech-440	167	2	.	.	X
futech-440	167	3	implementation	implementation	NOUN
futech-440	167	4	and	and	CCONJ
futech-440	167	5	case	case	NOUN
futech-440	167	6	study	study	VERB
futech-440	167	7	4.1	4.1	NUM
futech-440	167	8	system	system	NOUN
futech-440	167	9	implementation	implementation	NOUN
futech-440	167	10	the	the	DET
futech-440	167	11	use	use	NOUN
futech-440	167	12	of	of	ADP
futech-440	167	13	contemporary	contemporary	ADJ
futech-440	167	14	software	software	NOUN
futech-440	167	15	development	development	NOUN
futech-440	167	16	practices	practice	NOUN
futech-440	167	17	and	and	CCONJ
futech-440	167	18	cloud	cloud	ADJ
futech-440	167	19	-	-	PUNCT
futech-440	167	20	native	native	ADJ
futech-440	167	21	technologies	technology	NOUN
futech-440	167	22	enables	enable	VERB
futech-440	167	23	the	the	DET
futech-440	167	24	intelligent	intelligent	ADJ
futech-440	167	25	decision	decision	NOUN
futech-440	167	26	support	support	NOUN
futech-440	167	27	system	system	NOUN
futech-440	167	28	to	to	PART
futech-440	167	29	be	be	AUX
futech-440	167	30	implemented	implement	VERB
futech-440	167	31	in	in	ADP
futech-440	167	32	a	a	DET
futech-440	167	33	stepwise	stepwise	ADJ
futech-440	167	34	manner	manner	NOUN
futech-440	167	35	.	.	PUNCT
futech-440	168	1	backend	backend	NOUN
futech-440	168	2	services	service	NOUN
futech-440	168	3	are	be	AUX
futech-440	168	4	implemented	implement	VERB
futech-440	168	5	in	in	ADP
futech-440	168	6	python	python	NOUN
futech-440	168	7	3.9	3.9	NUM
futech-440	168	8	,	,	PUNCT
futech-440	168	9	the	the	DET
futech-440	168	10	frontend	frontend	NOUN
futech-440	168	11	user	user	NOUN
futech-440	168	12	interface	interface	NOUN
futech-440	168	13	is	be	AUX
futech-440	168	14	developed	develop	VERB
futech-440	168	15	in	in	ADP
futech-440	168	16	react	react	NOUN
futech-440	168	17	18.0	18.0	NUM
futech-440	168	18	,	,	PUNCT
futech-440	168	19	and	and	CCONJ
futech-440	168	20	data	datum	NOUN
futech-440	168	21	is	be	AUX
futech-440	168	22	stored	store	VERB
futech-440	168	23	in	in	ADP
futech-440	168	24	mongodb	mongodb	NOUN
futech-440	168	25	5.0	5.0	NUM
futech-440	168	26	.	.	PUNCT
futech-440	169	1	these	these	DET
futech-440	169	2	services	service	NOUN
futech-440	169	3	are	be	AUX
futech-440	169	4	isolated	isolate	VERB
futech-440	169	5	using	use	VERB
futech-440	169	6	docker	docker	PROPN
futech-440	169	7	containers	container	NOUN
futech-440	169	8	,	,	PUNCT
futech-440	169	9	which	which	PRON
futech-440	169	10	are	be	AUX
futech-440	169	11	orchestrated	orchestrate	VERB
futech-440	169	12	by	by	ADP
futech-440	169	13	kubernetes	kubernete	NOUN
futech-440	169	14	,	,	PUNCT
futech-440	169	15	providing	provide	VERB
futech-440	169	16	the	the	DET
futech-440	169	17	system	system	NOUN
futech-440	169	18	with	with	ADP
futech-440	169	19	scalability	scalability	NOUN
futech-440	169	20	and	and	CCONJ
futech-440	169	21	ease	ease	NOUN
futech-440	169	22	of	of	ADP
futech-440	169	23	deployment	deployment	NOUN
futech-440	169	24	.	.	PUNCT
futech-440	170	1	the	the	DET
futech-440	170	2	implementation	implementation	NOUN
futech-440	170	3	process	process	NOUN
futech-440	170	4	is	be	AUX
futech-440	170	5	shown	show	VERB
futech-440	170	6	in	in	ADP
futech-440	170	7	figure	figure	NOUN
futech-440	170	8	3	3	NUM
futech-440	170	9	and	and	CCONJ
futech-440	170	10	commences	commence	VERB
futech-440	170	11	with	with	ADP
futech-440	170	12	requirement	requirement	NOUN
futech-440	170	13	analysis	analysis	NOUN
futech-440	170	14	,	,	PUNCT
futech-440	170	15	progressing	progress	VERB
futech-440	170	16	methodically	methodically	ADV
futech-440	170	17	through	through	ADP
futech-440	170	18	to	to	ADP
futech-440	170	19	deployment	deployment	NOUN
futech-440	170	20	.	.	PUNCT
futech-440	171	1	automated	automate	VERB
futech-440	171	2	testing	testing	NOUN
futech-440	171	3	and	and	CCONJ
futech-440	171	4	deployment	deployment	NOUN
futech-440	171	5	are	be	AUX
futech-440	171	6	performed	perform	VERB
futech-440	171	7	by	by	ADP
futech-440	171	8	gitlab	gitlab	PROPN
futech-440	171	9	ci	ci	PROPN
futech-440	171	10	/	/	SYM
futech-440	171	11	cd	cd	NOUN
futech-440	171	12	pipelines	pipeline	NOUN
futech-440	171	13	with	with	ADP
futech-440	171	14	jenkins	jenkin	NOUN
futech-440	171	15	taking	take	VERB
futech-440	171	16	care	care	NOUN
futech-440	171	17	of	of	ADP
futech-440	171	18	continuous	continuous	ADJ
futech-440	171	19	integration	integration	NOUN
futech-440	171	20	.	.	PUNCT
futech-440	172	1	the	the	DET
futech-440	172	2	execution	execution	NOUN
futech-440	172	3	environment	environment	NOUN
futech-440	172	4	configuration	configuration	NOUN
futech-440	172	5	is	be	AUX
futech-440	172	6	set	set	VERB
futech-440	172	7	up	up	ADP
futech-440	172	8	with	with	ADP
futech-440	172	9	terraform	terraform	NOUN
futech-440	172	10	,	,	PUNCT
futech-440	172	11	ensuring	ensure	VERB
futech-440	172	12	the	the	DET
futech-440	172	13	required	require	VERB
futech-440	172	14	state	state	NOUN
futech-440	172	15	is	be	AUX
futech-440	172	16	present	present	ADJ
futech-440	172	17	for	for	ADP
futech-440	172	18	the	the	DET
futech-440	172	19	development	development	NOUN
futech-440	172	20	,	,	PUNCT
futech-440	172	21	staging	staging	NOUN
futech-440	172	22	,	,	PUNCT
futech-440	172	23	and	and	CCONJ
futech-440	172	24	production	production	NOUN
futech-440	172	25	environments	environment	NOUN
futech-440	172	26	,	,	PUNCT
futech-440	172	27	also	also	ADV
futech-440	172	28	known	know	VERB
futech-440	172	29	as	as	ADP
futech-440	172	30	infrastructure	infrastructure	NOUN
futech-440	172	31	as	as	ADP
futech-440	172	32	code	code	NOUN
futech-440	172	33	.	.	PUNCT
futech-440	173	1	the	the	DET
futech-440	173	2	focus	focus	NOUN
futech-440	173	3	on	on	ADP
futech-440	173	4	a	a	DET
futech-440	173	5	modular	modular	ADJ
futech-440	173	6	approach	approach	NOUN
futech-440	173	7	with	with	ADP
futech-440	173	8	distinct	distinct	ADJ
futech-440	173	9	boundaries	boundary	NOUN
futech-440	173	10	is	be	AUX
futech-440	173	11	maintained	maintain	VERB
futech-440	173	12	throughout	throughout	ADP
futech-440	173	13	the	the	DET
futech-440	173	14	entire	entire	ADJ
futech-440	173	15	implementation	implementation	NOUN
futech-440	173	16	process	process	NOUN
futech-440	173	17	.	.	PUNCT
futech-440	174	1	core	core	NOUN
futech-440	174	2	modules	module	NOUN
futech-440	174	3	are	be	AUX
futech-440	174	4	built	build	VERB
futech-440	174	5	separately	separately	ADV
futech-440	174	6	following	follow	VERB
futech-440	174	7	domain	domain	NOUN
futech-440	174	8	-	-	PUNCT
futech-440	174	9	driven	drive	VERB
futech-440	174	10	design	design	NOUN
futech-440	174	11	,	,	PUNCT
futech-440	174	12	and	and	CCONJ
futech-440	174	13	integration	integration	NOUN
futech-440	174	14	is	be	AUX
futech-440	174	15	done	do	VERB
futech-440	174	16	via	via	ADP
futech-440	174	17	restful	restful	ADJ
futech-440	174	18	apis	apis	NOUN
futech-440	174	19	and	and	CCONJ
futech-440	174	20	message	message	NOUN
futech-440	174	21	queues	queue	NOUN
futech-440	174	22	.	.	PUNCT
futech-440	175	1	to	to	PART
futech-440	175	2	enhance	enhance	VERB
futech-440	175	3	data	data	NOUN
futech-440	175	4	processing	processing	NOUN
futech-440	175	5	and	and	CCONJ
futech-440	175	6	facilitate	facilitate	VERB
futech-440	175	7	real	real	ADJ
futech-440	175	8	-	-	PUNCT
futech-440	175	9	time	time	NOUN
futech-440	175	10	decision	decision	NOUN
futech-440	175	11	making	making	NOUN
futech-440	175	12	,	,	PUNCT
futech-440	175	13	redis	redis	PROPN
futech-440	175	14	is	be	AUX
futech-440	175	15	used	use	VERB
futech-440	175	16	for	for	ADP
futech-440	175	17	caching	cache	VERB
futech-440	175	18	,	,	PUNCT
futech-440	175	19	and	and	CCONJ
futech-440	175	20	apache	apache	PROPN
futech-440	175	21	kafka	kafka	PROPN
futech-440	175	22	is	be	AUX
futech-440	175	23	utilized	utilize	VERB
futech-440	175	24	for	for	ADP
futech-440	175	25	event	event	NOUN
futech-440	175	26	streaming	streaming	NOUN
futech-440	175	27	.	.	PUNCT
futech-440	176	1	authentication	authentication	NOUN
futech-440	176	2	and	and	CCONJ
futech-440	176	3	authorisation	authorisation	NOUN
futech-440	176	4	security	security	NOUN
futech-440	176	5	are	be	AUX
futech-440	176	6	provided	provide	VERB
futech-440	176	7	using	use	VERB
futech-440	176	8	oauth	oauth	NOUN
futech-440	176	9	2.0	2.0	NUM
futech-440	176	10	and	and	CCONJ
futech-440	176	11	role	role	NOUN
futech-440	176	12	-	-	PUNCT
futech-440	176	13	based	base	VERB
futech-440	176	14	access	access	NOUN
futech-440	176	15	control	control	NOUN
futech-440	176	16	,	,	PUNCT
futech-440	176	17	respectively	respectively	ADV
futech-440	176	18	.	.	PUNCT
futech-440	177	1	all	all	DET
futech-440	177	2	sensitive	sensitive	ADJ
futech-440	177	3	information	information	NOUN
futech-440	177	4	is	be	AUX
futech-440	177	5	protected	protect	VERB
futech-440	177	6	utilising	utilise	VERB
futech-440	177	7	aes-256	aes-256	PROPN
futech-440	177	8	encryption	encryption	NOUN
futech-440	177	9	standard	standard	NOUN
futech-440	177	10	.	.	PUNCT
futech-440	178	1	requirements	requirement	VERB
futech-440	178	2	analysis	analysis	NOUN
futech-440	178	3	environment	environment	NOUN
futech-440	178	4	setup	setup	NOUN
futech-440	178	5	core	core	NOUN
futech-440	178	6	module	module	NOUN
futech-440	178	7	development	development	NOUN
futech-440	178	8	integration	integration	NOUN
futech-440	178	9	testing	testing	NOUN
futech-440	178	10	performance	performance	NOUN
futech-440	178	11	optimization	optimization	NOUN
futech-440	178	12	security	security	NOUN
futech-440	178	13	implementation	implementation	NOUN
futech-440	178	14	user	user	NOUN
futech-440	178	15	testing	testing	NOUN
futech-440	178	16	deployment	deployment	NOUN
futech-440	178	17	database	database	NOUN
futech-440	178	18	implementation	implementation	NOUN
futech-440	178	19	api	api	NOUN
futech-440	178	20	development	development	NOUN
futech-440	178	21	figure	figure	NOUN
futech-440	178	22	3	3	NUM
futech-440	178	23	.	.	PUNCT
futech-440	178	24	system	system	NOUN
futech-440	178	25	implementation	implementation	NOUN
futech-440	178	26	process	process	NOUN
futech-440	178	27	flow	flow	VERB
futech-440	178	28	4.2	4.2	NUM
futech-440	178	29	case	case	NOUN
futech-440	178	30	study	study	NOUN
futech-440	178	31	in	in	ADP
futech-440	178	32	deciding	decide	VERB
futech-440	178	33	which	which	DET
futech-440	178	34	enterprises	enterprise	NOUN
futech-440	178	35	to	to	PART
futech-440	178	36	study	study	VERB
futech-440	178	37	,	,	PUNCT
futech-440	178	38	a	a	DET
futech-440	178	39	holistic	holistic	ADJ
futech-440	178	40	analysis	analysis	NOUN
futech-440	178	41	considering	consider	VERB
futech-440	178	42	aspects	aspect	NOUN
futech-440	178	43	like	like	ADP
futech-440	178	44	organisational	organisational	ADJ
futech-440	178	45	size	size	NOUN
futech-440	178	46	,	,	PUNCT
futech-440	178	47	sector	sector	NOUN
futech-440	178	48	,	,	PUNCT
futech-440	178	49	digital	digital	ADJ
futech-440	178	50	maturity	maturity	NOUN
futech-440	178	51	,	,	PUNCT
futech-440	178	52	and	and	CCONJ
futech-440	178	53	particular	particular	ADJ
futech-440	178	54	cases	case	NOUN
futech-440	178	55	of	of	ADP
futech-440	178	56	transformation	transformation	NOUN
futech-440	178	57	was	be	AUX
futech-440	178	58	followed	follow	VERB
futech-440	178	59	.	.	PUNCT
futech-440	179	1	the	the	DET
futech-440	179	2	selection	selection	NOUN
futech-440	179	3	process	process	NOUN
futech-440	179	4	centred	centre	VERB
futech-440	179	5	on	on	ADP
futech-440	179	6	those	those	PRON
futech-440	179	7	undergoing	undergo	VERB
futech-440	179	8	significant	significant	ADJ
futech-440	179	9	digital	digital	ADJ
futech-440	179	10	transformation	transformation	NOUN
futech-440	179	11	to	to	PART
futech-440	179	12	increase	increase	VERB
futech-440	179	13	organisational	organisational	ADJ
futech-440	179	14	diversity	diversity	NOUN
futech-440	179	15	to	to	PART
futech-440	179	16	test	test	VERB
futech-440	179	17	the	the	DET
futech-440	179	18	system	system	NOUN
futech-440	179	19	’s	’s	PART
futech-440	179	20	applicability	applicability	NOUN
futech-440	179	21	in	in	ADP
futech-440	179	22	varying	vary	VERB
futech-440	179	23	business	business	NOUN
futech-440	179	24	contexts	contexts	NOUN
futech-440	179	25	.	.	PUNCT
futech-440	180	1	the	the	DET
futech-440	180	2	later	later	ADJ
futech-440	180	3	stage	stage	NOUN
futech-440	180	4	criteria	criterion	NOUN
futech-440	180	5	were	be	AUX
futech-440	180	6	focused	focus	VERB
futech-440	180	7	on	on	ADP
futech-440	180	8	the	the	DET
futech-440	180	9	operational	operational	ADJ
futech-440	180	10	scale	scale	NOUN
futech-440	180	11	,	,	PUNCT
futech-440	181	1	technological	technological	ADJ
futech-440	181	2	infrastructure	infrastructure	NOUN
futech-440	181	3	maturation	maturation	NOUN
futech-440	181	4	kexin	kexin	PROPN
futech-440	181	5	zhang	zhang	PROPN
futech-440	181	6	/future	/future	PROPN
futech-440	181	7	technology	technology	PROPN
futech-440	181	8	november	november	PROPN
futech-440	181	9	2025|	2025|	NUM
futech-440	181	10	volume	volume	NOUN
futech-440	181	11	04	04	NUM
futech-440	182	1	|	|	ADV
futech-440	182	2	issue	issue	VERB
futech-440	182	3	04	04	NUM
futech-440	183	1	|	|	CCONJ
futech-440	183	2	pages	page	VERB
futech-440	183	3	128	128	NUM
futech-440	183	4	-	-	SYM
futech-440	183	5	137	137	NUM
futech-440	183	6	133	133	NUM
futech-440	183	7	level	level	NOUN
futech-440	183	8	,	,	PUNCT
futech-440	183	9	availability	availability	NOUN
futech-440	183	10	of	of	ADP
futech-440	183	11	requisite	requisite	ADJ
futech-440	183	12	data	datum	NOUN
futech-440	183	13	,	,	PUNCT
futech-440	183	14	and	and	CCONJ
futech-440	183	15	organisational	organisational	ADJ
futech-440	183	16	change	change	NOUN
futech-440	183	17	willingness	willingness	NOUN
futech-440	183	18	.	.	PUNCT
futech-440	184	1	the	the	DET
futech-440	184	2	selected	select	VERB
futech-440	184	3	companies	company	NOUN
futech-440	184	4	cover	cover	VERB
futech-440	184	5	different	different	ADJ
futech-440	184	6	sectors	sector	NOUN
futech-440	184	7	and	and	CCONJ
futech-440	184	8	stages	stage	NOUN
futech-440	184	9	of	of	ADP
futech-440	184	10	digital	digital	ADJ
futech-440	184	11	transformation	transformation	NOUN
futech-440	184	12	,	,	PUNCT
futech-440	184	13	promoting	promote	VERB
futech-440	184	14	the	the	DET
futech-440	184	15	holistic	holistic	ADJ
futech-440	184	16	assessment	assessment	NOUN
futech-440	184	17	of	of	ADP
futech-440	184	18	the	the	DET
futech-440	184	19	system	system	NOUN
futech-440	184	20	’s	’s	PART
futech-440	184	21	effectiveness	effectiveness	NOUN
futech-440	184	22	in	in	ADP
futech-440	184	23	organisational	organisational	ADJ
futech-440	184	24	context	context	NOUN
futech-440	184	25	diversity	diversity	NOUN
futech-440	184	26	.	.	PUNCT
futech-440	185	1	the	the	DET
futech-440	185	2	range	range	NOUN
futech-440	185	3	of	of	ADP
futech-440	185	4	the	the	DET
futech-440	185	5	selected	select	VERB
futech-440	185	6	enterprises	enterprise	NOUN
futech-440	185	7	,	,	PUNCT
futech-440	185	8	as	as	SCONJ
futech-440	185	9	illustrated	illustrate	VERB
futech-440	185	10	in	in	ADP
futech-440	185	11	table	table	NOUN
futech-440	185	12	1	1	NUM
futech-440	185	13	,	,	PUNCT
futech-440	185	14	encompasses	encompass	VERB
futech-440	185	15	traditional	traditional	ADJ
futech-440	185	16	manufacturing	manufacturing	NOUN
futech-440	185	17	and	and	CCONJ
futech-440	185	18	technology	technology	NOUN
futech-440	185	19	services	service	NOUN
futech-440	185	20	industries	industry	NOUN
futech-440	185	21	,	,	PUNCT
futech-440	185	22	all	all	PRON
futech-440	185	23	of	of	ADP
futech-440	185	24	which	which	PRON
futech-440	185	25	present	present	ADJ
futech-440	185	26	varying	vary	VERB
futech-440	185	27	degrees	degree	NOUN
futech-440	185	28	of	of	ADP
futech-440	185	29	organisational	organisational	ADJ
futech-440	185	30	change	change	NOUN
futech-440	185	31	and	and	CCONJ
futech-440	185	32	digital	digital	ADJ
futech-440	185	33	transformation	transformation	NOUN
futech-440	185	34	challenges	challenge	NOUN
futech-440	185	35	.	.	PUNCT
futech-440	186	1	practical	practical	ADJ
futech-440	186	2	considerations	consideration	NOUN
futech-440	186	3	like	like	ADP
futech-440	186	4	data	datum	NOUN
futech-440	186	5	availability	availability	NOUN
futech-440	186	6	,	,	PUNCT
futech-440	186	7	management	management	NOUN
futech-440	186	8	buy	buy	NOUN
futech-440	186	9	-	-	PUNCT
futech-440	186	10	in	in	NOUN
futech-440	186	11	,	,	PUNCT
futech-440	186	12	and	and	CCONJ
futech-440	186	13	adequate	adequate	ADJ
futech-440	186	14	resources	resource	NOUN
futech-440	186	15	for	for	ADP
futech-440	186	16	system	system	NOUN
futech-440	186	17	implementation	implementation	NOUN
futech-440	186	18	were	be	AUX
futech-440	186	19	also	also	ADV
futech-440	186	20	part	part	NOUN
futech-440	186	21	of	of	ADP
futech-440	186	22	the	the	DET
futech-440	186	23	selection	selection	NOUN
futech-440	186	24	process	process	NOUN
futech-440	186	25	.	.	PUNCT
futech-440	187	1	table	table	NOUN
futech-440	187	2	1	1	NUM
futech-440	187	3	.	.	PUNCT
futech-440	188	1	characteristics	characteristic	NOUN
futech-440	188	2	of	of	ADP
futech-440	188	3	selected	select	VERB
futech-440	188	4	enterprises	enterprise	NOUN
futech-440	188	5	for	for	ADP
futech-440	188	6	system	system	NOUN
futech-440	188	7	implementation	implementation	NOUN
futech-440	188	8	enterprise	enterprise	NOUN
futech-440	188	9	industry	industry	NOUN
futech-440	188	10	sector	sector	NOUN
futech-440	188	11	annual	annual	ADJ
futech-440	188	12	revenue	revenue	NOUN
futech-440	188	13	(	(	PUNCT
futech-440	188	14	m$	m$	NOUN
futech-440	188	15	)	)	PUNCT
futech-440	188	16	employees	employee	NOUN
futech-440	188	17	digital	digital	ADJ
futech-440	188	18	maturity	maturity	NOUN
futech-440	188	19	*	*	NOUN
futech-440	188	20	transform	transform	NOUN
futech-440	188	21	.	.	PUNCT
futech-440	189	1	stage	stage	NOUN
futech-440	189	2	enterprise	enterprise	NOUN
futech-440	189	3	a	a	DET
futech-440	189	4	manufacturing	manufacturing	NOUN
futech-440	189	5	850	850	NUM
futech-440	189	6	3,500	3,500	NUM
futech-440	189	7	3.5	3.5	NUM
futech-440	189	8	early	early	ADJ
futech-440	189	9	-	-	PUNCT
futech-440	189	10	stage	stage	NOUN
futech-440	189	11	enterprise	enterprise	NOUN
futech-440	189	12	b	b	NOUN
futech-440	189	13	retail	retail	ADJ
futech-440	189	14	420	420	NUM
futech-440	189	15	2,100	2,100	NUM
futech-440	189	16	4.2	4.2	NUM
futech-440	189	17	mid	mid	ADJ
futech-440	189	18	-	-	NOUN
futech-440	189	19	stage	stage	NOUN
futech-440	189	20	enterprise	enterprise	NOUN
futech-440	189	21	c	c	NOUN
futech-440	189	22	technology	technology	NOUN
futech-440	189	23	680	680	NUM
futech-440	189	24	1,800	1,800	NUM
futech-440	189	25	4.8	4.8	NUM
futech-440	189	26	advanced	advanced	ADJ
futech-440	189	27	enterprise	enterprise	NOUN
futech-440	189	28	d	d	ADP
futech-440	189	29	financial	financial	ADJ
futech-440	189	30	services	service	NOUN
futech-440	189	31	950	950	NUM
futech-440	189	32	2,800	2,800	NUM
futech-440	189	33	4.0	4.0	NUM
futech-440	189	34	mid	mid	ADJ
futech-440	189	35	-	-	NOUN
futech-440	189	36	stage	stage	NOUN
futech-440	189	37	enterprise	enterprise	NOUN
futech-440	189	38	e	e	NOUN
futech-440	189	39	healthcare	healthcare	NOUN
futech-440	189	40	550	550	NUM
futech-440	189	41	2,400	2,400	NUM
futech-440	189	42	3.8	3.8	NUM
futech-440	189	43	early	early	ADJ
futech-440	189	44	-	-	PUNCT
futech-440	189	45	stage	stage	NOUN
futech-440	189	46	*	*	PUNCT
futech-440	189	47	digital	digital	ADJ
futech-440	189	48	maturity	maturity	NOUN
futech-440	189	49	scale	scale	NOUN
futech-440	189	50	:	:	PUNCT
futech-440	189	51	1	1	NUM
futech-440	189	52	(	(	PUNCT
futech-440	189	53	minimal	minimal	ADJ
futech-440	189	54	)	)	PUNCT
futech-440	189	55	to	to	ADP
futech-440	189	56	5	5	NUM
futech-440	189	57	(	(	PUNCT
futech-440	189	58	advanced	advanced	ADJ
futech-440	189	59	)	)	PUNCT
futech-440	189	60	the	the	DET
futech-440	189	61	implementation	implementation	NOUN
futech-440	189	62	process	process	NOUN
futech-440	189	63	strategy	strategy	NOUN
futech-440	189	64	was	be	AUX
futech-440	189	65	carefully	carefully	ADV
futech-440	189	66	devised	devise	VERB
futech-440	189	67	to	to	PART
futech-440	189	68	systematically	systematically	ADV
futech-440	189	69	integrate	integrate	VERB
futech-440	189	70	and	and	CCONJ
futech-440	189	71	test	test	VERB
futech-440	189	72	the	the	DET
futech-440	189	73	intelligent	intelligent	ADJ
futech-440	189	74	decision	decision	NOUN
futech-440	189	75	support	support	NOUN
futech-440	189	76	system	system	NOUN
futech-440	189	77	across	across	ADP
futech-440	189	78	relevant	relevant	ADJ
futech-440	189	79	enterprises	enterprise	NOUN
futech-440	189	80	.	.	PUNCT
futech-440	190	1	the	the	DET
futech-440	190	2	first	first	ADJ
futech-440	190	3	step	step	NOUN
futech-440	190	4	incorporated	incorporate	VERB
futech-440	190	5	an	an	DET
futech-440	190	6	organisational	organisational	ADJ
futech-440	190	7	evaluation	evaluation	NOUN
futech-440	190	8	and	and	CCONJ
futech-440	190	9	infrastructure	infrastructure	NOUN
futech-440	190	10	setup	setup	NOUN
futech-440	190	11	that	that	PRON
futech-440	190	12	included	include	VERB
futech-440	190	13	identifying	identify	VERB
futech-440	190	14	and	and	CCONJ
futech-440	190	15	planning	plan	VERB
futech-440	190	16	the	the	DET
futech-440	190	17	integration	integration	NOUN
futech-440	190	18	of	of	ADP
futech-440	190	19	the	the	DET
futech-440	190	20	data	datum	NOUN
futech-440	190	21	source	source	NOUN
futech-440	190	22	.	.	PUNCT
futech-440	191	1	the	the	DET
futech-440	191	2	system	system	NOUN
futech-440	191	3	was	be	AUX
futech-440	191	4	deployed	deploy	VERB
futech-440	191	5	using	use	VERB
futech-440	191	6	a	a	DET
futech-440	191	7	three	three	NUM
futech-440	191	8	-	-	PUNCT
futech-440	191	9	tiered	tiere	VERB
futech-440	191	10	implementation	implementation	NOUN
futech-440	191	11	strategy	strategy	NOUN
futech-440	191	12	.	.	PUNCT
futech-440	192	1	the	the	DET
futech-440	192	2	first	first	ADJ
futech-440	192	3	phase	phase	NOUN
futech-440	192	4	was	be	AUX
futech-440	192	5	pilot	pilot	NOUN
futech-440	192	6	deployment	deployment	NOUN
futech-440	192	7	with	with	ADP
futech-440	192	8	a	a	DET
futech-440	192	9	focus	focus	NOUN
futech-440	192	10	on	on	ADP
futech-440	192	11	core	core	ADJ
futech-440	192	12	capabilities	capability	NOUN
futech-440	192	13	,	,	PUNCT
futech-440	192	14	the	the	DET
futech-440	192	15	second	second	ADJ
futech-440	192	16	phase	phase	NOUN
futech-440	192	17	was	be	AUX
futech-440	192	18	an	an	DET
futech-440	192	19	expanded	expand	VERB
futech-440	192	20	implementation	implementation	NOUN
futech-440	192	21	that	that	PRON
futech-440	192	22	swapped	swap	VERB
futech-440	192	23	the	the	DET
futech-440	192	24	originally	originally	ADV
futech-440	192	25	driven	drive	VERB
futech-440	192	26	changes	change	NOUN
futech-440	192	27	,	,	PUNCT
futech-440	192	28	and	and	CCONJ
futech-440	192	29	the	the	DET
futech-440	192	30	last	last	ADJ
futech-440	192	31	phase	phase	NOUN
futech-440	192	32	was	be	AUX
futech-440	192	33	wider	wide	ADJ
futech-440	192	34	dissemination	dissemination	NOUN
futech-440	192	35	of	of	ADP
futech-440	192	36	the	the	DET
futech-440	192	37	complete	complete	ADJ
futech-440	192	38	set	set	NOUN
futech-440	192	39	of	of	ADP
futech-440	192	40	functions	function	NOUN
futech-440	192	41	.	.	PUNCT
futech-440	193	1	each	each	DET
futech-440	193	2	phase	phase	NOUN
futech-440	193	3	was	be	AUX
futech-440	193	4	rigorously	rigorously	ADV
futech-440	193	5	tested	test	VERB
futech-440	193	6	and	and	CCONJ
futech-440	193	7	validated	validate	VERB
futech-440	193	8	,	,	PUNCT
futech-440	193	9	with	with	ADP
futech-440	193	10	priority	priority	NOUN
futech-440	193	11	given	give	VERB
futech-440	193	12	to	to	ADP
futech-440	193	13	data	datum	NOUN
futech-440	193	14	security	security	NOUN
futech-440	193	15	and	and	CCONJ
futech-440	193	16	system	system	NOUN
futech-440	193	17	optimisation	optimisation	NOUN
futech-440	193	18	.	.	PUNCT
futech-440	194	1	the	the	DET
futech-440	194	2	total	total	ADJ
futech-440	194	3	planned	plan	VERB
futech-440	194	4	duration	duration	NOUN
futech-440	194	5	for	for	ADP
futech-440	194	6	implementation	implementation	NOUN
futech-440	194	7	was	be	AUX
futech-440	194	8	four	four	NUM
futech-440	194	9	months	month	NOUN
futech-440	194	10	,	,	PUNCT
futech-440	194	11	comprising	comprise	VERB
futech-440	194	12	two	two	NUM
futech-440	194	13	weeks	week	NOUN
futech-440	194	14	for	for	ADP
futech-440	194	15	the	the	DET
futech-440	194	16	basic	basic	ADJ
futech-440	194	17	setup	setup	NOUN
futech-440	194	18	,	,	PUNCT
futech-440	194	19	six	six	NUM
futech-440	194	20	weeks	week	NOUN
futech-440	194	21	for	for	ADP
futech-440	194	22	pilot	pilot	NOUN
futech-440	194	23	testing	testing	NOUN
futech-440	194	24	,	,	PUNCT
futech-440	194	25	and	and	CCONJ
futech-440	194	26	ten	ten	NUM
futech-440	194	27	weeks	week	NOUN
futech-440	194	28	for	for	ADP
futech-440	194	29	deployment	deployment	NOUN
futech-440	194	30	and	and	CCONJ
futech-440	194	31	subsequent	subsequent	ADJ
futech-440	194	32	stabilisation	stabilisation	NOUN
futech-440	194	33	.	.	PUNCT
futech-440	195	1	in	in	ADP
futech-440	195	2	parallel	parallel	NOUN
futech-440	195	3	,	,	PUNCT
futech-440	195	4	organised	organise	VERB
futech-440	195	5	meetings	meeting	NOUN
futech-440	195	6	and	and	CCONJ
futech-440	195	7	discussions	discussion	NOUN
futech-440	195	8	were	be	AUX
futech-440	195	9	held	hold	VERB
futech-440	195	10	to	to	PART
futech-440	195	11	capture	capture	VERB
futech-440	195	12	relevant	relevant	ADJ
futech-440	195	13	stakeholder	stakeholder	NOUN
futech-440	195	14	feedback	feedback	NOUN
futech-440	195	15	to	to	PART
futech-440	195	16	ensure	ensure	VERB
futech-440	195	17	the	the	DET
futech-440	195	18	system	system	NOUN
futech-440	195	19	meets	meet	VERB
futech-440	195	20	intended	intend	VERB
futech-440	195	21	organisational	organisational	ADJ
futech-440	195	22	objectives	objective	NOUN
futech-440	195	23	whilst	whilst	SCONJ
futech-440	195	24	making	make	VERB
futech-440	195	25	necessary	necessary	ADJ
futech-440	195	26	changes	change	NOUN
futech-440	195	27	to	to	ADP
futech-440	195	28	implementation	implementation	NOUN
futech-440	195	29	plans	plan	NOUN
futech-440	195	30	.	.	PUNCT
futech-440	196	1	this	this	PRON
futech-440	196	2	allows	allow	VERB
futech-440	196	3	efficient	efficient	ADJ
futech-440	196	4	integration	integration	NOUN
futech-440	196	5	of	of	ADP
futech-440	196	6	the	the	DET
futech-440	196	7	system	system	NOUN
futech-440	196	8	while	while	SCONJ
futech-440	196	9	continuing	continue	VERB
futech-440	196	10	business	business	NOUN
futech-440	196	11	operations	operation	NOUN
futech-440	196	12	in	in	ADP
futech-440	196	13	each	each	DET
futech-440	196	14	enterprise	enterprise	NOUN
futech-440	196	15	.	.	PUNCT
futech-440	197	1	data	datum	NOUN
futech-440	197	2	collection	collection	NOUN
futech-440	197	3	employed	employ	VERB
futech-440	197	4	automated	automate	VERB
futech-440	197	5	system	system	NOUN
futech-440	197	6	logs	log	NOUN
futech-440	197	7	and	and	CCONJ
futech-440	197	8	structured	structured	ADJ
futech-440	197	9	interviews	interview	NOUN
futech-440	197	10	across	across	ADP
futech-440	197	11	five	five	NUM
futech-440	197	12	enterprises	enterprise	NOUN
futech-440	197	13	over	over	ADP
futech-440	197	14	a	a	DET
futech-440	197	15	sixmonth	sixmonth	ADJ
futech-440	197	16	implementation	implementation	NOUN
futech-440	197	17	period	period	NOUN
futech-440	197	18	.	.	PUNCT
futech-440	198	1	quantitative	quantitative	ADJ
futech-440	198	2	metrics	metric	NOUN
futech-440	198	3	were	be	AUX
futech-440	198	4	captured	capture	VERB
futech-440	198	5	through	through	ADP
futech-440	198	6	continuous	continuous	ADJ
futech-440	198	7	monitoring	monitoring	NOUN
futech-440	198	8	while	while	SCONJ
futech-440	198	9	qualitative	qualitative	ADJ
futech-440	198	10	insights	insight	NOUN
futech-440	198	11	emerged	emerge	VERB
futech-440	198	12	from	from	ADP
futech-440	198	13	semi	semi	ADJ
futech-440	198	14	-	-	ADJ
futech-440	198	15	structured	structured	ADJ
futech-440	198	16	interviews	interview	NOUN
futech-440	198	17	with	with	ADP
futech-440	198	18	key	key	ADJ
futech-440	198	19	stakeholders	stakeholder	NOUN
futech-440	198	20	.	.	PUNCT
futech-440	199	1	table	table	NOUN
futech-440	199	2	2	2	NUM
futech-440	199	3	presents	present	VERB
futech-440	199	4	the	the	DET
futech-440	199	5	critical	critical	ADJ
futech-440	199	6	performance	performance	NOUN
futech-440	199	7	indicators	indicator	NOUN
futech-440	199	8	demonstrating	demonstrate	VERB
futech-440	199	9	system	system	NOUN
futech-440	199	10	effectiveness	effectiveness	NOUN
futech-440	199	11	across	across	ADP
futech-440	199	12	diverse	diverse	ADJ
futech-440	199	13	organizational	organizational	ADJ
futech-440	199	14	contexts	contexts	NOUN
futech-440	199	15	.	.	PUNCT
futech-440	200	1	statistical	statistical	ADJ
futech-440	200	2	analysis	analysis	NOUN
futech-440	200	3	and	and	CCONJ
futech-440	200	4	machine	machine	NOUN
futech-440	200	5	learning	learn	VERB
futech-440	200	6	techniques	technique	NOUN
futech-440	200	7	evaluated	evaluate	VERB
futech-440	200	8	decision	decision	NOUN
futech-440	200	9	success	success	NOUN
futech-440	200	10	rates	rate	NOUN
futech-440	200	11	,	,	PUNCT
futech-440	200	12	response	response	NOUN
futech-440	200	13	times	time	NOUN
futech-440	200	14	,	,	PUNCT
futech-440	200	15	and	and	CCONJ
futech-440	200	16	return	return	VERB
futech-440	200	17	on	on	ADP
futech-440	200	18	investment	investment	NOUN
futech-440	200	19	metrics	metric	NOUN
futech-440	200	20	.	.	PUNCT
futech-440	201	1	enterprise	enterprise	NOUN
futech-440	201	2	c	c	PROPN
futech-440	201	3	in	in	ADP
futech-440	201	4	the	the	DET
futech-440	201	5	technology	technology	NOUN
futech-440	201	6	sector	sector	NOUN
futech-440	201	7	achieved	achieve	VERB
futech-440	201	8	the	the	DET
futech-440	201	9	highest	high	ADJ
futech-440	201	10	performance	performance	NOUN
futech-440	201	11	with	with	ADP
futech-440	201	12	94.5	94.5	NUM
futech-440	201	13	%	%	NOUN
futech-440	201	14	success	success	NOUN
futech-440	201	15	rate	rate	NOUN
futech-440	201	16	and	and	CCONJ
futech-440	201	17	24.8	24.8	NUM
futech-440	201	18	%	%	NOUN
futech-440	201	19	roi	roi	NOUN
futech-440	201	20	,	,	PUNCT
futech-440	201	21	while	while	SCONJ
futech-440	201	22	maintaining	maintain	VERB
futech-440	201	23	the	the	DET
futech-440	201	24	fastest	fast	ADJ
futech-440	201	25	response	response	NOUN
futech-440	201	26	time	time	NOUN
futech-440	201	27	of	of	ADP
futech-440	201	28	128ms	128ms	PROPN
futech-440	201	29	.	.	PUNCT
futech-440	202	1	manufacturing	manufacturing	NOUN
futech-440	202	2	and	and	CCONJ
futech-440	202	3	healthcare	healthcare	NOUN
futech-440	202	4	sectors	sector	NOUN
futech-440	202	5	showed	show	VERB
futech-440	202	6	moderate	moderate	ADJ
futech-440	202	7	adoption	adoption	NOUN
futech-440	202	8	rates	rate	NOUN
futech-440	202	9	with	with	ADP
futech-440	202	10	success	success	NOUN
futech-440	202	11	rates	rate	NOUN
futech-440	202	12	of	of	ADP
futech-440	202	13	87.3	87.3	NUM
futech-440	202	14	%	%	NOUN
futech-440	202	15	and	and	CCONJ
futech-440	202	16	86.4	86.4	NUM
futech-440	202	17	%	%	NOUN
futech-440	202	18	respectively	respectively	ADV
futech-440	202	19	,	,	PUNCT
futech-440	202	20	suggesting	suggest	VERB
futech-440	202	21	industry	industry	NOUN
futech-440	202	22	-	-	PUNCT
futech-440	202	23	specific	specific	ADJ
futech-440	202	24	factors	factor	NOUN
futech-440	202	25	influence	influence	NOUN
futech-440	202	26	system	system	NOUN
futech-440	202	27	effectiveness	effectiveness	NOUN
futech-440	202	28	.	.	PUNCT
futech-440	203	1	the	the	DET
futech-440	203	2	consistent	consistent	ADJ
futech-440	203	3	positive	positive	ADJ
futech-440	203	4	roi	roi	NOUN
futech-440	203	5	across	across	ADP
futech-440	203	6	all	all	DET
futech-440	203	7	enterprises	enterprise	NOUN
futech-440	203	8	(	(	PUNCT
futech-440	203	9	17.6%-24.8	17.6%-24.8	NUM
futech-440	203	10	%	%	NOUN
futech-440	203	11	)	)	PUNCT
futech-440	203	12	validates	validate	VERB
futech-440	203	13	the	the	DET
futech-440	203	14	system	system	NOUN
futech-440	203	15	's	's	PART
futech-440	203	16	economic	economic	ADJ
futech-440	203	17	viability	viability	NOUN
futech-440	203	18	.	.	PUNCT
futech-440	204	1	response	response	NOUN
futech-440	204	2	times	time	NOUN
futech-440	204	3	remained	remain	VERB
futech-440	204	4	within	within	ADP
futech-440	204	5	acceptable	acceptable	ADJ
futech-440	204	6	operational	operational	ADJ
futech-440	204	7	thresholds	threshold	NOUN
futech-440	204	8	(	(	PUNCT
futech-440	204	9	128162ms	128162ms	ADJ
futech-440	204	10	)	)	PUNCT
futech-440	204	11	regardless	regardless	ADV
futech-440	204	12	of	of	ADP
futech-440	204	13	organizational	organizational	ADJ
futech-440	204	14	complexity	complexity	NOUN
futech-440	204	15	.	.	PUNCT
futech-440	205	1	these	these	DET
futech-440	205	2	findings	finding	NOUN
futech-440	205	3	indicate	indicate	VERB
futech-440	205	4	that	that	SCONJ
futech-440	205	5	while	while	SCONJ
futech-440	205	6	baseline	baseline	ADJ
futech-440	205	7	performance	performance	NOUN
futech-440	205	8	improvements	improvement	NOUN
futech-440	205	9	were	be	AUX
futech-440	205	10	universal	universal	ADJ
futech-440	205	11	,	,	PUNCT
futech-440	205	12	technology	technology	NOUN
futech-440	205	13	-	-	PUNCT
futech-440	205	14	mature	mature	ADJ
futech-440	205	15	organizations	organization	NOUN
futech-440	205	16	extracted	extract	VERB
futech-440	205	17	greater	great	ADJ
futech-440	205	18	value	value	NOUN
futech-440	205	19	from	from	ADP
futech-440	205	20	the	the	DET
futech-440	205	21	intelligent	intelligent	ADJ
futech-440	205	22	decision	decision	NOUN
futech-440	205	23	support	support	NOUN
futech-440	205	24	capabilities	capability	NOUN
futech-440	205	25	,	,	PUNCT
futech-440	205	26	highlighting	highlight	VERB
futech-440	205	27	the	the	DET
futech-440	205	28	importance	importance	NOUN
futech-440	205	29	of	of	ADP
futech-440	205	30	digital	digital	ADJ
futech-440	205	31	readiness	readiness	NOUN
futech-440	205	32	in	in	ADP
futech-440	205	33	system	system	NOUN
futech-440	205	34	adoption	adoption	NOUN
futech-440	205	35	success	success	NOUN
futech-440	205	36	.	.	PUNCT
futech-440	206	1	table	table	NOUN
futech-440	206	2	2	2	NUM
futech-440	206	3	.	.	PUNCT
futech-440	206	4	key	key	ADJ
futech-440	206	5	performance	performance	NOUN
futech-440	206	6	metrics	metric	NOUN
futech-440	206	7	across	across	ADP
futech-440	206	8	implementation	implementation	NOUN
futech-440	206	9	enterprises	enterprise	NOUN
futech-440	206	10	4.3	4.3	NUM
futech-440	206	11	results	result	VERB
futech-440	206	12	analysis	analysis	NOUN
futech-440	206	13	the	the	DET
futech-440	206	14	metrics	metric	NOUN
futech-440	206	15	used	use	VERB
futech-440	206	16	in	in	ADP
futech-440	206	17	determining	determine	VERB
futech-440	206	18	the	the	DET
futech-440	206	19	performance	performance	NOUN
futech-440	206	20	of	of	ADP
futech-440	206	21	the	the	DET
futech-440	206	22	system	system	NOUN
futech-440	206	23	evaluation	evaluation	NOUN
futech-440	206	24	included	include	VERB
futech-440	206	25	the	the	DET
futech-440	206	26	effectiveness	effectiveness	NOUN
futech-440	206	27	and	and	CCONJ
futech-440	206	28	efficiency	efficiency	NOUN
futech-440	206	29	of	of	ADP
futech-440	206	30	the	the	DET
futech-440	206	31	intelligent	intelligent	ADJ
futech-440	206	32	decision	decision	NOUN
futech-440	206	33	support	support	NOUN
futech-440	206	34	system	system	NOUN
futech-440	206	35	throughout	throughout	ADP
futech-440	206	36	the	the	DET
futech-440	206	37	enterprises	enterprise	NOUN
futech-440	206	38	.	.	PUNCT
futech-440	207	1	the	the	DET
futech-440	207	2	evaluation	evaluation	NOUN
futech-440	207	3	focus	focus	NOUN
futech-440	207	4	was	be	AUX
futech-440	207	5	the	the	DET
futech-440	207	6	success	success	NOUN
futech-440	207	7	rate	rate	NOUN
futech-440	207	8	of	of	ADP
futech-440	207	9	the	the	DET
futech-440	207	10	provided	provide	VERB
futech-440	207	11	decisions	decision	NOUN
futech-440	207	12	,	,	PUNCT
futech-440	207	13	response	response	NOUN
futech-440	207	14	time	time	NOUN
futech-440	207	15	of	of	ADP
futech-440	207	16	the	the	DET
futech-440	207	17	system	system	NOUN
futech-440	207	18	,	,	PUNCT
futech-440	207	19	and	and	CCONJ
futech-440	207	20	satisfaction	satisfaction	NOUN
futech-440	207	21	level	level	NOUN
futech-440	207	22	of	of	ADP
futech-440	207	23	the	the	DET
futech-440	207	24	users	user	NOUN
futech-440	207	25	.	.	PUNCT
futech-440	208	1	the	the	DET
futech-440	208	2	analysis	analysis	NOUN
futech-440	208	3	performed	perform	VERB
futech-440	208	4	showed	show	VERB
futech-440	208	5	that	that	SCONJ
futech-440	208	6	there	there	PRON
futech-440	208	7	was	be	VERB
futech-440	208	8	an	an	DET
futech-440	208	9	improvement	improvement	NOUN
futech-440	208	10	in	in	ADP
futech-440	208	11	performance	performance	NOUN
futech-440	208	12	in	in	ADP
futech-440	208	13	all	all	DET
futech-440	208	14	enterprises	enterprise	NOUN
futech-440	208	15	which	which	PRON
futech-440	208	16	was	be	AUX
futech-440	208	17	between	between	ADP
futech-440	208	18	86.4	86.4	NUM
futech-440	208	19	%	%	NOUN
futech-440	208	20	and	and	CCONJ
futech-440	208	21	94.5	94.5	NUM
futech-440	208	22	%	%	NOUN
futech-440	208	23	for	for	ADP
futech-440	208	24	success	success	NOUN
futech-440	208	25	rates	rate	NOUN
futech-440	208	26	in	in	ADP
futech-440	208	27	organisational	organisational	ADJ
futech-440	208	28	change	change	NOUN
futech-440	208	29	decisions	decision	NOUN
futech-440	208	30	.	.	PUNCT
futech-440	209	1	enterprise	enterprise	NOUN
futech-440	209	2	c	c	PROPN
futech-440	209	3	achieved	achieve	VERB
futech-440	209	4	the	the	DET
futech-440	209	5	highest	high	ADJ
futech-440	209	6	decision	decision	NOUN
futech-440	209	7	success	success	NOUN
futech-440	209	8	rate	rate	NOUN
futech-440	209	9	of	of	ADP
futech-440	209	10	94.5	94.5	NUM
futech-440	209	11	%	%	NOUN
futech-440	209	12	,	,	PUNCT
futech-440	209	13	responding	respond	VERB
futech-440	209	14	with	with	ADP
futech-440	209	15	an	an	DET
futech-440	209	16	average	average	ADJ
futech-440	209	17	response	response	NOUN
futech-440	209	18	time	time	NOUN
futech-440	209	19	of	of	ADP
futech-440	209	20	128ms	128ms	PROPN
futech-440	209	21	.	.	PUNCT
futech-440	210	1	the	the	DET
futech-440	210	2	system	system	NOUN
futech-440	210	3	performance	performance	NOUN
futech-440	210	4	for	for	ADP
futech-440	210	5	all	all	DET
futech-440	210	6	evaluated	evaluate	VERB
futech-440	210	7	enterprises	enterprise	NOUN
futech-440	210	8	is	be	AUX
futech-440	210	9	shown	show	VERB
futech-440	210	10	in	in	ADP
futech-440	210	11	figure	figure	NOUN
futech-440	210	12	4	4	NUM
futech-440	210	13	.	.	PUNCT
futech-440	211	1	the	the	DET
futech-440	211	2	response	response	NOUN
futech-440	211	3	time	time	NOUN
futech-440	211	4	parameters	parameter	NOUN
futech-440	211	5	remained	remain	VERB
futech-440	211	6	within	within	ADP
futech-440	211	7	reasonable	reasonable	ADJ
futech-440	211	8	limits	limit	NOUN
futech-440	211	9	for	for	ADP
futech-440	211	10	all	all	DET
futech-440	211	11	implementations	implementation	NOUN
futech-440	211	12	.	.	PUNCT
futech-440	212	1	these	these	DET
futech-440	212	2	positive	positive	ADJ
futech-440	212	3	user	user	NOUN
futech-440	212	4	satisfaction	satisfaction	NOUN
futech-440	212	5	scores	score	NOUN
futech-440	212	6	and	and	CCONJ
futech-440	212	7	decision	decision	NOUN
futech-440	212	8	success	success	NOUN
futech-440	212	9	rates	rate	NOUN
futech-440	212	10	show	show	VERB
futech-440	212	11	a	a	DET
futech-440	212	12	strong	strong	ADJ
futech-440	212	13	correlation	correlation	NOUN
futech-440	212	14	and	and	CCONJ
futech-440	212	15	average	average	ADJ
futech-440	212	16	4.36	4.36	NUM
futech-440	212	17	on	on	ADP
futech-440	212	18	a	a	DET
futech-440	212	19	five	five	NUM
futech-440	212	20	-	-	PUNCT
futech-440	212	21	point	point	NOUN
futech-440	212	22	scale	scale	NOUN
futech-440	212	23	.	.	PUNCT
futech-440	213	1	as	as	ADP
futech-440	213	2	a	a	DET
futech-440	213	3	result	result	NOUN
futech-440	213	4	,	,	PUNCT
futech-440	213	5	this	this	PRON
futech-440	213	6	indicates	indicate	VERB
futech-440	213	7	that	that	SCONJ
futech-440	213	8	users	user	NOUN
futech-440	213	9	have	have	VERB
futech-440	213	10	high	high	ADJ
futech-440	213	11	acceptance	acceptance	NOUN
futech-440	213	12	and	and	CCONJ
futech-440	213	13	perceived	perceive	VERB
futech-440	213	14	system	system	NOUN
futech-440	213	15	utility	utility	NOUN
futech-440	213	16	.	.	PUNCT
futech-440	214	1	performance	performance	NOUN
futech-440	214	2	scalability	scalability	NOUN
futech-440	214	3	testing	testing	NOUN
futech-440	214	4	based	base	VERB
futech-440	214	5	on	on	ADP
futech-440	214	6	single	single	ADJ
futech-440	214	7	-	-	PUNCT
futech-440	214	8	user	user	NOUN
futech-440	214	9	response	response	NOUN
futech-440	214	10	time	time	NOUN
futech-440	214	11	measurements	measurement	NOUN
futech-440	214	12	and	and	CCONJ
futech-440	214	13	load	load	NOUN
futech-440	214	14	distribution	distribution	NOUN
futech-440	214	15	modeling	modeling	NOUN
futech-440	214	16	indicates	indicate	VERB
futech-440	214	17	that	that	SCONJ
futech-440	214	18	the	the	DET
futech-440	214	19	system	system	NOUN
futech-440	214	20	maintains	maintain	VERB
futech-440	214	21	sub-200ms	sub-200ms	ADJ
futech-440	214	22	response	response	NOUN
futech-440	214	23	times	time	NOUN
futech-440	214	24	under	under	ADP
futech-440	214	25	simulated	simulated	ADJ
futech-440	214	26	concurrent	concurrent	ADJ
futech-440	214	27	loads	load	NOUN
futech-440	214	28	of	of	ADP
futech-440	214	29	up	up	ADP
futech-440	214	30	to	to	PART
futech-440	214	31	1000	1000	NUM
futech-440	214	32	users	user	NOUN
futech-440	214	33	,	,	PUNCT
futech-440	214	34	demonstrating	demonstrate	VERB
futech-440	214	35	the	the	DET
futech-440	214	36	architectural	architectural	ADJ
futech-440	214	37	robustness	robustness	NOUN
futech-440	214	38	of	of	ADP
futech-440	214	39	the	the	DET
futech-440	214	40	microservices	microservice	NOUN
futech-440	214	41	design	design	NOUN
futech-440	214	42	and	and	CCONJ
futech-440	214	43	the	the	DET
futech-440	214	44	effectiveness	effectiveness	NOUN
futech-440	214	45	of	of	ADP
futech-440	214	46	the	the	DET
futech-440	214	47	implemented	implement	VERB
futech-440	214	48	caching	cache	VERB
futech-440	214	49	mechanisms	mechanism	NOUN
futech-440	214	50	.	.	PUNCT
futech-440	215	1	this	this	DET
futech-440	215	2	projection	projection	NOUN
futech-440	215	3	,	,	PUNCT
futech-440	215	4	derived	derive	VERB
futech-440	215	5	through	through	ADP
futech-440	215	6	linear	linear	ADJ
futech-440	215	7	scaling	scale	VERB
futech-440	215	8	analysis	analysis	NOUN
futech-440	215	9	of	of	ADP
futech-440	215	10	database	database	NOUN
futech-440	215	11	query	query	PROPN
futech-440	215	12	times	time	NOUN
futech-440	215	13	and	and	CCONJ
futech-440	215	14	api	api	NOUN
futech-440	215	15	response	response	NOUN
futech-440	215	16	patterns	pattern	NOUN
futech-440	215	17	observed	observe	VERB
futech-440	215	18	during	during	ADP
futech-440	215	19	individual	individual	ADJ
futech-440	215	20	user	user	NOUN
futech-440	215	21	sessions	session	NOUN
futech-440	215	22	,	,	PUNCT
futech-440	215	23	suggests	suggest	VERB
futech-440	215	24	that	that	SCONJ
futech-440	215	25	the	the	DET
futech-440	215	26	system	system	NOUN
futech-440	215	27	's	's	PART
futech-440	215	28	distributed	distribute	VERB
futech-440	215	29	processing	processing	NOUN
futech-440	215	30	capabilities	capability	NOUN
futech-440	215	31	and	and	CCONJ
futech-440	215	32	optimized	optimize	VERB
futech-440	215	33	data	datum	NOUN
futech-440	215	34	retrieval	retrieval	NOUN
futech-440	215	35	algorithms	algorithm	NOUN
futech-440	215	36	effectively	effectively	ADV
futech-440	215	37	handle	handle	VERB
futech-440	215	38	enterprise	enterprise	NOUN
futech-440	215	39	-	-	PUNCT
futech-440	215	40	scale	scale	NOUN
futech-440	215	41	deployments	deployment	NOUN
futech-440	215	42	without	without	ADP
futech-440	215	43	significant	significant	ADJ
futech-440	215	44	performance	performance	NOUN
futech-440	215	45	degradation	degradation	NOUN
futech-440	215	46	.	.	PUNCT
futech-440	216	1	enterprise	enterprise	NOUN
futech-440	216	2	industry	industry	NOUN
futech-440	216	3	sector	sector	NOUN
futech-440	216	4	success	success	NOUN
futech-440	216	5	rate	rate	NOUN
futech-440	216	6	(	(	PUNCT
futech-440	216	7	%	%	INTJ
futech-440	216	8	)	)	PUNCT
futech-440	216	9	response	response	NOUN
futech-440	216	10	time	time	NOUN
futech-440	216	11	(	(	PUNCT
futech-440	216	12	ms	ms	NOUN
futech-440	216	13	)	)	PUNCT
futech-440	216	14	roi	roi	NOUN
futech-440	216	15	(	(	PUNCT
futech-440	216	16	%	%	NOUN
futech-440	216	17	)	)	PUNCT
futech-440	216	18	enterprise	enterprise	NOUN
futech-440	216	19	a	a	DET
futech-440	216	20	manufacturing	manufacturing	NOUN
futech-440	216	21	87.3	87.3	NUM
futech-440	216	22	156	156	NUM
futech-440	216	23	18.5	18.5	NUM
futech-440	216	24	enterprise	enterprise	NOUN
futech-440	216	25	b	b	NOUN
futech-440	216	26	retail	retail	ADJ
futech-440	216	27	91.2	91.2	NUM
futech-440	216	28	142	142	NUM
futech-440	216	29	21.3	21.3	NUM
futech-440	216	30	enterprise	enterprise	NOUN
futech-440	216	31	c	c	NOUN
futech-440	216	32	technology	technology	NOUN
futech-440	216	33	94.5	94.5	NUM
futech-440	216	34	128	128	NUM
futech-440	216	35	24.8	24.8	NUM
futech-440	216	36	enterprise	enterprise	NOUN
futech-440	216	37	d	d	ADP
futech-440	216	38	financial	financial	ADJ
futech-440	216	39	services	service	NOUN
futech-440	216	40	89.8	89.8	NUM
futech-440	216	41	145	145	NUM
futech-440	216	42	20.2	20.2	NUM
futech-440	216	43	enterprise	enterprise	NOUN
futech-440	216	44	e	e	NOUN
futech-440	216	45	healthcare	healthcare	NOUN
futech-440	216	46	86.4	86.4	NUM
futech-440	216	47	162	162	NUM
futech-440	216	48	17.6	17.6	NUM
futech-440	216	49	kexin	kexin	PROPN
futech-440	216	50	zhang	zhang	PROPN
futech-440	216	51	/future	/future	PROPN
futech-440	216	52	technology	technology	PROPN
futech-440	216	53	november	november	PROPN
futech-440	216	54	2025|	2025|	NUM
futech-440	216	55	volume	volume	NOUN
futech-440	216	56	04	04	NUM
futech-440	217	1	|	|	ADV
futech-440	217	2	issue	issue	VERB
futech-440	217	3	04	04	NUM
futech-440	218	1	|	|	CCONJ
futech-440	218	2	pages	page	VERB
futech-440	218	3	128	128	NUM
futech-440	218	4	-	-	SYM
futech-440	218	5	137	137	NUM
futech-440	218	6	134	134	NUM
futech-440	218	7	figure	figure	NOUN
futech-440	218	8	4	4	NUM
futech-440	218	9	.	.	PUNCT
futech-440	218	10	system	system	NOUN
futech-440	218	11	performance	performance	NOUN
futech-440	218	12	metrics	metric	NOUN
futech-440	218	13	across	across	ADP
futech-440	218	14	enterprises	enterprise	NOUN
futech-440	218	15	feedback	feedback	NOUN
futech-440	218	16	collection	collection	NOUN
futech-440	218	17	was	be	AUX
futech-440	218	18	conducted	conduct	VERB
futech-440	218	19	using	use	VERB
futech-440	218	20	a	a	DET
futech-440	218	21	thorough	thorough	ADJ
futech-440	218	22	analysis	analysis	NOUN
futech-440	218	23	of	of	ADP
futech-440	218	24	the	the	DET
futech-440	218	25	system	system	NOUN
futech-440	218	26	's	's	PART
futech-440	218	27	usability	usability	NOUN
futech-440	218	28	,	,	PUNCT
futech-440	218	29	functionality	functionality	NOUN
futech-440	218	30	,	,	PUNCT
futech-440	218	31	and	and	CCONJ
futech-440	218	32	overall	overall	ADJ
futech-440	218	33	satisfaction	satisfaction	NOUN
futech-440	218	34	from	from	ADP
futech-440	218	35	different	different	ADJ
futech-440	218	36	user	user	NOUN
futech-440	218	37	roles	role	NOUN
futech-440	218	38	and	and	CCONJ
futech-440	218	39	companies	company	NOUN
futech-440	218	40	.	.	PUNCT
futech-440	219	1	the	the	DET
futech-440	219	2	responses	response	NOUN
futech-440	219	3	analysed	analyse	VERB
futech-440	219	4	were	be	AUX
futech-440	219	5	from	from	ADP
futech-440	219	6	150	150	NUM
futech-440	219	7	users	user	NOUN
futech-440	219	8	,	,	PUNCT
futech-440	219	9	comprising	comprise	VERB
futech-440	219	10	senior	senior	ADJ
futech-440	219	11	managers	manager	NOUN
futech-440	219	12	and	and	CCONJ
futech-440	219	13	decision	decision	NOUN
futech-440	219	14	makers	maker	NOUN
futech-440	219	15	,	,	PUNCT
futech-440	219	16	assumed	assume	VERB
futech-440	219	17	to	to	PART
futech-440	219	18	be	be	AUX
futech-440	219	19	operational	operational	ADJ
futech-440	219	20	staff	staff	NOUN
futech-440	219	21	,	,	PUNCT
futech-440	219	22	all	all	PRON
futech-440	219	23	of	of	ADP
futech-440	219	24	whom	whom	PRON
futech-440	219	25	responded	respond	VERB
futech-440	219	26	through	through	ADP
futech-440	219	27	closed	closed	ADJ
futech-440	219	28	-	-	PUNCT
futech-440	219	29	form	form	NOUN
futech-440	219	30	questionnaires	questionnaire	NOUN
futech-440	219	31	and	and	CCONJ
futech-440	219	32	semi	semi	ADJ
futech-440	219	33	-	-	ADJ
futech-440	219	34	structured	structured	ADJ
futech-440	219	35	interviews	interview	NOUN
futech-440	219	36	.	.	PUNCT
futech-440	220	1	the	the	DET
futech-440	220	2	responses	response	NOUN
futech-440	220	3	collectively	collectively	ADV
futech-440	220	4	provided	provide	VERB
futech-440	220	5	strikingly	strikingly	ADV
futech-440	220	6	affirmative	affirmative	ADJ
futech-440	220	7	statements	statement	NOUN
futech-440	220	8	regarding	regard	VERB
futech-440	220	9	system	system	NOUN
futech-440	220	10	usability	usability	NOUN
futech-440	220	11	and	and	CCONJ
futech-440	220	12	decision	decision	NOUN
futech-440	220	13	support	support	NOUN
futech-440	220	14	effectiveness	effectiveness	NOUN
futech-440	220	15	,	,	PUNCT
futech-440	220	16	particularly	particularly	ADV
futech-440	220	17	highlighting	highlight	VERB
futech-440	220	18	the	the	DET
futech-440	220	19	user	user	NOUN
futech-440	220	20	-	-	PUNCT
futech-440	220	21	friendly	friendly	ADJ
futech-440	220	22	interface	interface	NOUN
futech-440	220	23	and	and	CCONJ
futech-440	220	24	quick	quick	ADJ
futech-440	220	25	system	system	NOUN
futech-440	220	26	response	response	NOUN
futech-440	220	27	time	time	NOUN
futech-440	220	28	.	.	PUNCT
futech-440	221	1	from	from	ADP
futech-440	221	2	the	the	DET
futech-440	221	3	analysis	analysis	NOUN
futech-440	221	4	conducted	conduct	VERB
futech-440	221	5	,	,	PUNCT
futech-440	221	6	as	as	SCONJ
futech-440	221	7	depicted	depict	VERB
futech-440	221	8	in	in	ADP
futech-440	221	9	figure	figure	NOUN
futech-440	221	10	5	5	NUM
futech-440	221	11	,	,	PUNCT
futech-440	221	12	the	the	DET
futech-440	221	13	user	user	NOUN
futech-440	221	14	feedback	feedback	NOUN
futech-440	221	15	for	for	ADP
futech-440	221	16	the	the	DET
futech-440	221	17	different	different	ADJ
futech-440	221	18	aspects	aspect	NOUN
futech-440	221	19	of	of	ADP
futech-440	221	20	system	system	NOUN
futech-440	221	21	functionality	functionality	NOUN
futech-440	221	22	demonstrated	demonstrate	VERB
futech-440	221	23	very	very	ADV
futech-440	221	24	strong	strong	ADJ
futech-440	221	25	positive	positive	ADJ
futech-440	221	26	sentiment	sentiment	NOUN
futech-440	221	27	in	in	ADP
futech-440	221	28	the	the	DET
futech-440	221	29	areas	area	NOUN
futech-440	221	30	of	of	ADP
futech-440	221	31	decision	decision	NOUN
futech-440	221	32	support	support	NOUN
futech-440	221	33	accuracy	accuracy	NOUN
futech-440	221	34	and	and	CCONJ
futech-440	221	35	interface	interface	NOUN
futech-440	221	36	usability	usability	NOUN
futech-440	221	37	.	.	PUNCT
futech-440	222	1	in	in	ADP
futech-440	222	2	relation	relation	NOUN
futech-440	222	3	to	to	ADP
futech-440	222	4	the	the	DET
futech-440	222	5	previously	previously	ADV
futech-440	222	6	mentioned	mention	VERB
futech-440	222	7	concepts	concept	NOUN
futech-440	222	8	,	,	PUNCT
futech-440	222	9	the	the	DET
futech-440	222	10	greatest	great	ADJ
futech-440	222	11	satisfaction	satisfaction	NOUN
futech-440	222	12	stems	stem	VERB
futech-440	222	13	from	from	ADP
futech-440	222	14	the	the	DET
futech-440	222	15	ability	ability	NOUN
futech-440	222	16	to	to	PART
futech-440	222	17	provide	provide	VERB
futech-440	222	18	comprehensive	comprehensive	ADJ
futech-440	222	19	decision	decision	NOUN
futech-440	222	20	support	support	NOUN
futech-440	222	21	,	,	PUNCT
futech-440	222	22	rated	rate	VERB
futech-440	222	23	at	at	ADP
futech-440	222	24	4.6	4.6	NUM
futech-440	222	25	out	out	ADP
futech-440	222	26	of	of	ADP
futech-440	222	27	5.0	5.0	NUM
futech-440	222	28	,	,	PUNCT
futech-440	222	29	and	and	CCONJ
futech-440	222	30	real	real	ADJ
futech-440	222	31	-	-	PUNCT
futech-440	222	32	time	time	NOUN
futech-440	222	33	response	response	NOUN
futech-440	222	34	capabilities	capability	NOUN
futech-440	222	35	at	at	ADP
futech-440	222	36	4.5	4.5	NUM
futech-440	222	37	out	out	ADP
futech-440	222	38	of	of	ADP
futech-440	222	39	5.0	5.0	NUM
futech-440	222	40	.	.	PUNCT
futech-440	223	1	areas	area	NOUN
futech-440	223	2	that	that	PRON
futech-440	223	3	require	require	VERB
futech-440	223	4	further	further	ADJ
futech-440	223	5	attention	attention	NOUN
futech-440	223	6	are	be	AUX
futech-440	223	7	advanced	advanced	ADJ
futech-440	223	8	customisation	customisation	NOUN
futech-440	223	9	of	of	ADP
futech-440	223	10	the	the	DET
futech-440	223	11	features	feature	NOUN
futech-440	223	12	and	and	CCONJ
futech-440	223	13	integration	integration	NOUN
futech-440	223	14	with	with	ADP
futech-440	223	15	legacy	legacy	NOUN
futech-440	223	16	systems	system	NOUN
futech-440	223	17	,	,	PUNCT
futech-440	223	18	rated	rate	VERB
futech-440	223	19	at	at	ADP
futech-440	223	20	3.8	3.8	NUM
futech-440	223	21	and	and	CCONJ
futech-440	223	22	3.9	3.9	NUM
futech-440	223	23	,	,	PUNCT
futech-440	223	24	respectively	respectively	ADV
futech-440	223	25	,	,	PUNCT
futech-440	223	26	although	although	SCONJ
futech-440	223	27	these	these	DET
futech-440	223	28	scores	score	NOUN
futech-440	223	29	still	still	ADV
futech-440	223	30	remained	remain	VERB
futech-440	223	31	above	above	ADP
futech-440	223	32	the	the	DET
futech-440	223	33	acceptable	acceptable	ADJ
futech-440	223	34	line	line	NOUN
futech-440	223	35	of	of	ADP
futech-440	223	36	3.5	3.5	NUM
futech-440	223	37	out	out	ADP
futech-440	223	38	of	of	ADP
futech-440	223	39	5.0	5.0	NUM
futech-440	223	40	.	.	PUNCT
futech-440	224	1	figure	figure	NOUN
futech-440	224	2	5	5	NUM
futech-440	224	3	.	.	PUNCT
futech-440	224	4	user	user	NOUN
futech-440	224	5	feedback	feedback	NOUN
futech-440	224	6	analysis	analysis	NOUN
futech-440	224	7	across	across	ADP
futech-440	224	8	system	system	NOUN
futech-440	224	9	features	feature	VERB
futech-440	224	10	the	the	DET
futech-440	224	11	analysis	analysis	NOUN
futech-440	224	12	of	of	ADP
futech-440	224	13	the	the	DET
futech-440	224	14	intelligent	intelligent	ADJ
futech-440	224	15	decision	decision	NOUN
futech-440	224	16	support	support	NOUN
futech-440	224	17	system	system	NOUN
futech-440	224	18	reveals	reveal	VERB
futech-440	224	19	that	that	SCONJ
futech-440	224	20	it	it	PRON
futech-440	224	21	has	have	AUX
futech-440	224	22	effectively	effectively	ADV
futech-440	224	23	improved	improve	VERB
futech-440	224	24	the	the	DET
futech-440	224	25	key	key	ADJ
futech-440	224	26	performance	performance	NOUN
futech-440	224	27	indicators	indicator	NOUN
futech-440	224	28	and	and	CCONJ
futech-440	224	29	metrics	metric	NOUN
futech-440	224	30	of	of	ADP
futech-440	224	31	an	an	DET
futech-440	224	32	organisation	organisation	NOUN
futech-440	224	33	(	(	PUNCT
futech-440	224	34	figure	figure	NOUN
futech-440	224	35	6	6	NUM
futech-440	224	36	)	)	PUNCT
futech-440	224	37	.	.	PUNCT
futech-440	225	1	throughout	throughout	ADP
futech-440	225	2	the	the	DET
futech-440	225	3	analysis	analysis	NOUN
futech-440	225	4	,	,	PUNCT
futech-440	225	5	the	the	DET
futech-440	225	6	system	system	NOUN
futech-440	225	7	has	have	AUX
futech-440	225	8	provided	provide	VERB
futech-440	225	9	effective	effective	ADJ
futech-440	225	10	longitudinal	longitudinal	ADJ
futech-440	225	11	impacts	impact	NOUN
futech-440	225	12	on	on	ADP
futech-440	225	13	resource	resource	NOUN
futech-440	225	14	management	management	NOUN
futech-440	225	15	,	,	PUNCT
futech-440	225	16	cascading	cascade	VERB
futech-440	225	17	effect	effect	NOUN
futech-440	225	18	accuracy	accuracy	NOUN
futech-440	225	19	of	of	ADP
futech-440	225	20	the	the	DET
futech-440	225	21	organisational	organisational	ADJ
futech-440	225	22	hierarchical	hierarchical	ADJ
futech-440	225	23	structure	structure	NOUN
futech-440	225	24	,	,	PUNCT
futech-440	225	25	and	and	CCONJ
futech-440	225	26	the	the	DET
futech-440	225	27	strategies	strategy	NOUN
futech-440	225	28	deployed	deploy	VERB
futech-440	225	29	by	by	ADP
futech-440	225	30	the	the	DET
futech-440	225	31	organisation	organisation	NOUN
futech-440	225	32	.	.	PUNCT
futech-440	226	1	all	all	PRON
futech-440	226	2	of	of	ADP
futech-440	226	3	the	the	DET
futech-440	226	4	examined	examine	VERB
futech-440	226	5	metrics	metric	NOUN
futech-440	226	6	showed	show	VERB
futech-440	226	7	considerable	considerable	ADJ
futech-440	226	8	improvements	improvement	NOUN
futech-440	226	9	during	during	ADP
futech-440	226	10	the	the	DET
futech-440	226	11	assessment	assessment	NOUN
futech-440	226	12	,	,	PUNCT
futech-440	226	13	and	and	CCONJ
futech-440	226	14	the	the	DET
futech-440	226	15	most	most	ADV
futech-440	226	16	considerable	considerable	ADJ
futech-440	226	17	enhancement	enhancement	NOUN
futech-440	226	18	was	be	AUX
futech-440	226	19	observed	observe	VERB
futech-440	226	20	in	in	ADP
futech-440	226	21	accuracy	accuracy	NOUN
futech-440	226	22	and	and	CCONJ
futech-440	226	23	speed	speed	NOUN
futech-440	226	24	of	of	ADP
futech-440	226	25	decision	decision	NOUN
futech-440	226	26	-	-	PUNCT
futech-440	226	27	making	make	VERB
futech-440	226	28	processes	process	NOUN
futech-440	226	29	.	.	PUNCT
futech-440	227	1	the	the	DET
futech-440	227	2	analysis	analysis	NOUN
futech-440	227	3	conducted	conduct	VERB
futech-440	227	4	after	after	SCONJ
futech-440	227	5	the	the	DET
futech-440	227	6	system	system	NOUN
futech-440	227	7	's	's	PART
futech-440	227	8	implementation	implementation	NOUN
futech-440	227	9	yielded	yield	VERB
futech-440	227	10	the	the	DET
futech-440	227	11	expected	expect	VERB
futech-440	227	12	results	result	NOUN
futech-440	227	13	.	.	PUNCT
futech-440	228	1	the	the	DET
futech-440	228	2	most	most	ADV
futech-440	228	3	significant	significant	ADJ
futech-440	228	4	change	change	NOUN
futech-440	228	5	,	,	PUNCT
futech-440	228	6	a	a	DET
futech-440	228	7	42	42	NUM
futech-440	228	8	%	%	NOUN
futech-440	228	9	decrease	decrease	NOUN
futech-440	228	10	in	in	ADP
futech-440	228	11	decision	decision	NOUN
futech-440	228	12	-	-	PUNCT
futech-440	228	13	making	make	VERB
futech-440	228	14	cycle	cycle	NOUN
futech-440	228	15	time	time	NOUN
futech-440	228	16	,	,	PUNCT
futech-440	228	17	was	be	AUX
futech-440	228	18	observed	observe	VERB
futech-440	228	19	in	in	ADP
futech-440	228	20	enhancing	enhance	VERB
futech-440	228	21	organisational	organisational	ADJ
futech-440	228	22	performance	performance	NOUN
futech-440	228	23	during	during	ADP
futech-440	228	24	decision	decision	NOUN
futech-440	228	25	-	-	PUNCT
futech-440	228	26	making	making	NOUN
futech-440	228	27	.	.	PUNCT
futech-440	229	1	all	all	DET
futech-440	229	2	businesses	business	NOUN
futech-440	229	3	improved	improve	VERB
futech-440	229	4	their	their	PRON
futech-440	229	5	decision	decision	NOUN
futech-440	229	6	accuracy	accuracy	NOUN
futech-440	229	7	by	by	ADP
futech-440	229	8	35	35	NUM
futech-440	229	9	%	%	NOUN
futech-440	229	10	.	.	PUNCT
futech-440	230	1	a	a	DET
futech-440	230	2	benchmark	benchmark	NOUN
futech-440	230	3	analysis	analysis	NOUN
futech-440	230	4	revealed	reveal	VERB
futech-440	230	5	a	a	DET
futech-440	230	6	28	28	NUM
futech-440	230	7	%	%	NOUN
futech-440	230	8	optimisation	optimisation	NOUN
futech-440	230	9	in	in	ADP
futech-440	230	10	resource	resource	NOUN
futech-440	230	11	allocation	allocation	NOUN
futech-440	230	12	compared	compare	VERB
futech-440	230	13	to	to	ADP
futech-440	230	14	the	the	DET
futech-440	230	15	baseline	baseline	ADJ
futech-440	230	16	measurements	measurement	NOUN
futech-440	230	17	.	.	PUNCT
futech-440	231	1	the	the	DET
futech-440	231	2	system	system	NOUN
futech-440	231	3	also	also	ADV
futech-440	231	4	showed	show	VERB
futech-440	231	5	a	a	DET
futech-440	231	6	remarkable	remarkable	ADJ
futech-440	231	7	45	45	NUM
futech-440	231	8	%	%	NOUN
futech-440	231	9	increase	increase	NOUN
futech-440	231	10	in	in	ADP
futech-440	231	11	the	the	DET
futech-440	231	12	speed	speed	NOUN
futech-440	231	13	of	of	ADP
futech-440	231	14	implementing	implement	VERB
futech-440	231	15	organisational	organisational	ADJ
futech-440	231	16	changes	change	NOUN
futech-440	231	17	,	,	PUNCT
futech-440	231	18	which	which	PRON
futech-440	231	19	was	be	AUX
futech-440	231	20	an	an	DET
futech-440	231	21	important	important	ADJ
futech-440	231	22	impact	impact	NOUN
futech-440	231	23	of	of	ADP
futech-440	231	24	the	the	DET
futech-440	231	25	system	system	NOUN
futech-440	231	26	on	on	ADP
futech-440	231	27	organisational	organisational	ADJ
futech-440	231	28	agility	agility	NOUN
futech-440	231	29	.	.	PUNCT
futech-440	232	1	figure	figure	VERB
futech-440	232	2	6	6	NUM
futech-440	232	3	.	.	PUNCT
futech-440	233	1	comparative	comparative	ADJ
futech-440	233	2	analysis	analysis	NOUN
futech-440	233	3	of	of	ADP
futech-440	233	4	pre	pre	ADJ
futech-440	233	5	and	and	CCONJ
futech-440	233	6	post	post	ADJ
futech-440	233	7	-	-	ADJ
futech-440	233	8	implementation	implementation	ADJ
futech-440	233	9	performance	performance	NOUN
futech-440	233	10	metrics	metric	NOUN
futech-440	233	11	the	the	DET
futech-440	233	12	comparative	comparative	ADJ
futech-440	233	13	analysis	analysis	NOUN
futech-440	233	14	between	between	ADP
futech-440	233	15	the	the	DET
futech-440	233	16	proposed	propose	VERB
futech-440	233	17	intelligent	intelligent	ADJ
futech-440	233	18	decision	decision	NOUN
futech-440	233	19	support	support	NOUN
futech-440	233	20	system	system	NOUN
futech-440	233	21	and	and	CCONJ
futech-440	233	22	traditional	traditional	ADJ
futech-440	233	23	rule	rule	NOUN
futech-440	233	24	-	-	PUNCT
futech-440	233	25	based	base	VERB
futech-440	233	26	systems	system	NOUN
futech-440	233	27	reveals	reveal	VERB
futech-440	233	28	substantial	substantial	ADJ
futech-440	233	29	performance	performance	NOUN
futech-440	233	30	improvements	improvement	NOUN
futech-440	233	31	across	across	ADP
futech-440	233	32	multiple	multiple	ADJ
futech-440	233	33	operational	operational	ADJ
futech-440	233	34	metrics	metric	NOUN
futech-440	233	35	.	.	PUNCT
futech-440	234	1	as	as	SCONJ
futech-440	234	2	illustrated	illustrate	VERB
futech-440	234	3	in	in	ADP
futech-440	234	4	figure	figure	NOUN
futech-440	234	5	7	7	NUM
futech-440	234	6	,	,	PUNCT
futech-440	234	7	the	the	DET
futech-440	234	8	intelligent	intelligent	ADJ
futech-440	234	9	system	system	NOUN
futech-440	234	10	demonstrates	demonstrate	VERB
futech-440	234	11	a	a	DET
futech-440	234	12	35	35	NUM
futech-440	234	13	%	%	NOUN
futech-440	234	14	overall	overall	ADJ
futech-440	234	15	performance	performance	NOUN
futech-440	234	16	enhancement	enhancement	NOUN
futech-440	234	17	compared	compare	VERB
futech-440	234	18	to	to	ADP
futech-440	234	19	traditional	traditional	ADJ
futech-440	234	20	rulebased	rulebase	VERB
futech-440	234	21	systems	system	NOUN
futech-440	234	22	,	,	PUNCT
futech-440	234	23	with	with	ADP
futech-440	234	24	particularly	particularly	ADV
futech-440	234	25	notable	notable	ADJ
futech-440	234	26	improvements	improvement	NOUN
futech-440	234	27	in	in	ADP
futech-440	234	28	decision	decision	NOUN
futech-440	234	29	accuracy	accuracy	NOUN
futech-440	234	30	(	(	PUNCT
futech-440	234	31	38	38	NUM
futech-440	234	32	%	%	NOUN
futech-440	234	33	)	)	PUNCT
futech-440	234	34	,	,	PUNCT
futech-440	234	35	processing	process	VERB
futech-440	234	36	speed	speed	NOUN
futech-440	234	37	(	(	PUNCT
futech-440	234	38	41	41	NUM
futech-440	234	39	%	%	NOUN
futech-440	234	40	)	)	PUNCT
futech-440	234	41	,	,	PUNCT
futech-440	234	42	and	and	CCONJ
futech-440	234	43	adaptability	adaptability	NOUN
futech-440	234	44	to	to	ADP
futech-440	234	45	changing	change	VERB
futech-440	234	46	conditions	condition	NOUN
futech-440	234	47	(	(	PUNCT
futech-440	234	48	45	45	NUM
futech-440	234	49	%	%	NOUN
futech-440	234	50	)	)	PUNCT
futech-440	234	51	.	.	PUNCT
futech-440	235	1	the	the	DET
futech-440	235	2	traditional	traditional	ADJ
futech-440	235	3	systems	system	NOUN
futech-440	235	4	,	,	PUNCT
futech-440	235	5	while	while	SCONJ
futech-440	235	6	maintaining	maintain	VERB
futech-440	235	7	consistent	consistent	ADJ
futech-440	235	8	baseline	baseline	NOUN
futech-440	235	9	performance	performance	NOUN
futech-440	235	10	,	,	PUNCT
futech-440	235	11	exhibit	exhibit	VERB
futech-440	235	12	limited	limited	ADJ
futech-440	235	13	capability	capability	NOUN
futech-440	235	14	in	in	ADP
futech-440	235	15	handling	handle	VERB
futech-440	235	16	complex	complex	ADJ
futech-440	235	17	,	,	PUNCT
futech-440	235	18	multidimensional	multidimensional	ADJ
futech-440	235	19	decision	decision	NOUN
futech-440	235	20	scenarios	scenario	NOUN
futech-440	235	21	characteristic	characteristic	ADJ
futech-440	235	22	of	of	ADP
futech-440	235	23	digital	digital	ADJ
futech-440	235	24	economy	economy	NOUN
futech-440	235	25	environments	environment	NOUN
futech-440	235	26	.	.	PUNCT
futech-440	236	1	the	the	DET
futech-440	236	2	performance	performance	NOUN
futech-440	236	3	gap	gap	NOUN
futech-440	236	4	becomes	become	VERB
futech-440	236	5	more	more	ADV
futech-440	236	6	pronounced	pronounced	ADJ
futech-440	236	7	as	as	ADP
futech-440	236	8	decision	decision	NOUN
futech-440	236	9	complexity	complexity	NOUN
futech-440	236	10	increases	increase	NOUN
futech-440	236	11	,	,	PUNCT
futech-440	236	12	validating	validate	VERB
futech-440	236	13	the	the	DET
futech-440	236	14	superiority	superiority	NOUN
futech-440	236	15	of	of	ADP
futech-440	236	16	the	the	DET
futech-440	236	17	hybrid	hybrid	ADJ
futech-440	236	18	intelligent	intelligent	ADJ
futech-440	236	19	approach	approach	NOUN
futech-440	236	20	in	in	ADP
futech-440	236	21	dynamic	dynamic	ADJ
futech-440	236	22	organizational	organizational	ADJ
futech-440	236	23	contexts	contexts	NOUN
futech-440	236	24	.	.	PUNCT
futech-440	237	1	these	these	DET
futech-440	237	2	findings	finding	NOUN
futech-440	237	3	confirm	confirm	VERB
futech-440	237	4	that	that	SCONJ
futech-440	237	5	the	the	DET
futech-440	237	6	integration	integration	NOUN
futech-440	237	7	of	of	ADP
futech-440	237	8	machine	machine	NOUN
futech-440	237	9	learning	learning	NOUN
futech-440	237	10	and	and	CCONJ
futech-440	237	11	knowledge	knowledge	NOUN
futech-440	237	12	-	-	PUNCT
futech-440	237	13	based	base	VERB
futech-440	237	14	reasoning	reasoning	NOUN
futech-440	237	15	significantly	significantly	ADV
futech-440	237	16	outperforms	outperform	VERB
futech-440	237	17	conventional	conventional	ADJ
futech-440	237	18	deterministic	deterministic	ADJ
futech-440	237	19	decision	decision	NOUN
futech-440	237	20	support	support	NOUN
futech-440	237	21	mechanisms	mechanism	NOUN
futech-440	237	22	.	.	PUNCT
futech-440	238	1	5	5	X
futech-440	238	2	.	.	X
futech-440	238	3	discussion	discussion	NOUN
futech-440	238	4	5.1	5.1	NUM
futech-440	238	5	research	research	NOUN
futech-440	238	6	findings	finding	NOUN
futech-440	238	7	these	these	PRON
futech-440	238	8	implemented	implement	VERB
futech-440	238	9	intelligent	intelligent	ADJ
futech-440	238	10	decision	decision	NOUN
futech-440	238	11	support	support	NOUN
futech-440	238	12	systems	system	NOUN
futech-440	238	13	enabled	enable	VERB
futech-440	238	14	remarkable	remarkable	ADJ
futech-440	238	15	advancements	advancement	NOUN
futech-440	238	16	in	in	ADP
futech-440	238	17	the	the	DET
futech-440	238	18	organisational	organisational	ADJ
futech-440	238	19	change	change	NOUN
futech-440	238	20	management	management	NOUN
futech-440	238	21	processes	process	NOUN
futech-440	238	22	,	,	PUNCT
futech-440	238	23	as	as	SCONJ
futech-440	238	24	the	the	DET
futech-440	238	25	research	research	NOUN
futech-440	238	26	results	result	VERB
futech-440	238	27	showcase	showcase	NOUN
futech-440	238	28	.	.	PUNCT
futech-440	239	1	in	in	ADP
futech-440	239	2	the	the	DET
futech-440	239	3	quantitative	quantitative	ADJ
futech-440	239	4	assessment	assessment	NOUN
futech-440	239	5	,	,	PUNCT
futech-440	239	6	there	there	PRON
futech-440	239	7	were	be	VERB
futech-440	239	8	substantial	substantial	ADJ
futech-440	239	9	increases	increase	NOUN
futech-440	239	10	in	in	ADP
futech-440	239	11	the	the	DET
futech-440	239	12	important	important	ADJ
futech-440	239	13	performance	performance	NOUN
futech-440	239	14	indicators	indicator	NOUN
futech-440	239	15	,	,	PUNCT
futech-440	239	16	such	such	ADJ
futech-440	239	17	as	as	ADP
futech-440	239	18	the	the	DET
futech-440	239	19	reduction	reduction	NOUN
futech-440	239	20	of	of	ADP
futech-440	239	21	cycle	cycle	NOUN
futech-440	239	22	time	time	NOUN
futech-440	239	23	by	by	ADP
futech-440	239	24	42	42	NUM
futech-440	239	25	%	%	NOUN
futech-440	239	26	and	and	CCONJ
futech-440	239	27	the	the	DET
futech-440	239	28	increase	increase	NOUN
futech-440	239	29	in	in	ADP
futech-440	239	30	decision	decision	NOUN
futech-440	239	31	accuracy	accuracy	NOUN
futech-440	239	32	by	by	ADP
futech-440	239	33	35	35	NUM
futech-440	239	34	%	%	NOUN
futech-440	239	35	.	.	PUNCT
futech-440	240	1	the	the	DET
futech-440	240	2	system	system	NOUN
futech-440	240	3	received	receive	VERB
futech-440	240	4	an	an	DET
futech-440	240	5	overwhelming	overwhelming	ADJ
futech-440	240	6	94.5	94.5	NUM
futech-440	240	7	%	%	NOUN
futech-440	240	8	success	success	NOUN
futech-440	240	9	rate	rate	NOUN
futech-440	240	10	in	in	ADP
futech-440	240	11	change	change	NOUN
futech-440	240	12	implementation	implementation	NOUN
futech-440	241	1	+27.0	+27.0	PROPN
futech-440	241	2	%	%	NOUN
futech-440	241	3	+25.0	+25.0	NOUN
futech-440	241	4	%	%	NOUN
futech-440	242	1	+28.0	+28.0	INTJ
futech-440	242	2	%	%	NOUN
futech-440	243	1	+27.0	+27.0	PRON
futech-440	243	2	%	%	NOUN
futech-440	243	3	+21.0	+21.0	NOUN
futech-440	243	4	%	%	NOUN
futech-440	243	5	65	65	NUM
futech-440	244	1	92	92	NUM
futech-440	244	2	70	70	NUM
futech-440	244	3	95	95	NUM
futech-440	244	4	60	60	NUM
futech-440	244	5	88	88	NUM
futech-440	244	6	55	55	NUM
futech-440	244	7	82	82	NUM
futech-440	244	8	68	68	NUM
futech-440	244	9	89	89	NUM
futech-440	244	10	dec	dec	PROPN
futech-440	244	11	isio	isio	PROPN
futech-440	244	12	n	n	PROPN
futech-440	244	13	s	s	VERB
futech-440	244	14	pe	pe	PROPN
futech-440	244	15	ed	ed	PROPN
futech-440	244	16	dec	dec	PROPN
futech-440	244	17	isio	isio	VERB
futech-440	244	18	n	n	PROPN
futech-440	244	19	a	a	DET
futech-440	244	20	cc	cc	X
futech-440	244	21	ura	ura	NOUN
futech-440	244	22	cy	cy	PROPN
futech-440	244	23	res	res	PROPN
futech-440	244	24	ou	ou	PROPN
futech-440	244	25	rce	rce	PROPN
futech-440	244	26	o	o	PROPN
futech-440	244	27	pti	pti	PROPN
futech-440	244	28	miza	miza	PROPN
futech-440	244	29	tio	tio	PROPN
futech-440	244	30	n	n	VERB
futech-440	244	31	cha	cha	NOUN
futech-440	245	1	ng	ng	PROPN
futech-440	246	1	e	e	NOUN
futech-440	247	1	i	i	PRON
futech-440	247	2	mple	mple	ADJ
futech-440	247	3	men	man	NOUN
futech-440	247	4	tat	tat	NOUN
futech-440	247	5	ion	ion	NOUN
futech-440	247	6	cos	cos	PROPN
futech-440	247	7	t	t	PROPN
futech-440	247	8	e	e	PROPN
futech-440	247	9	ffic	ffic	PROPN
futech-440	247	10	ien	ien	PROPN
futech-440	247	11	cy	cy	PROPN
futech-440	247	12	performance	performance	NOUN
futech-440	247	13	metrics	metric	NOUN
futech-440	247	14	0	0	NUM
futech-440	247	15	10	10	NUM
futech-440	247	16	20	20	NUM
futech-440	247	17	30	30	NUM
futech-440	247	18	40	40	NUM
futech-440	247	19	50	50	NUM
futech-440	247	20	60	60	NUM
futech-440	247	21	70	70	NUM
futech-440	247	22	80	80	NUM
futech-440	247	23	90	90	NUM
futech-440	247	24	100	100	NUM
futech-440	247	25	e	e	NOUN
futech-440	247	26	ffe	ffe	PROPN
futech-440	247	27	ct	ct	NUM
futech-440	247	28	iv	iv	NUM
futech-440	247	29	en	en	INTJ
futech-440	247	30	es	es	X
futech-440	247	31	s	s	NOUN
futech-440	247	32	s	s	X
futech-440	247	33	co	co	X
futech-440	247	34	re	re	X
futech-440	247	35	(	(	PUNCT
futech-440	247	36	%	%	NOUN
futech-440	247	37	)	)	PUNCT
futech-440	247	38	pre	pre	ADJ
futech-440	247	39	-	-	ADJ
futech-440	247	40	implementation	implementation	ADJ
futech-440	247	41	post	post	ADJ
futech-440	247	42	-	-	ADJ
futech-440	247	43	implementation	implementation	ADJ
futech-440	247	44	decision	decision	NOUN
futech-440	247	45	support	support	NOUN
futech-440	247	46	response	response	NOUN
futech-440	247	47	timeinterface	timeinterface	NOUN
futech-440	247	48	usability	usability	NOUN
futech-440	247	49	data	data	NOUN
futech-440	247	50	visualization	visualization	NOUN
futech-440	247	51	feature	feature	NOUN
futech-440	247	52	customization	customization	NOUN
futech-440	247	53	system	system	NOUN
futech-440	247	54	integration	integration	NOUN
futech-440	247	55	0	0	NUM
futech-440	247	56	1	1	NUM
futech-440	247	57	2	2	NUM
futech-440	247	58	3	3	NUM
futech-440	247	59	4	4	NUM
futech-440	247	60	5	5	NUM
futech-440	247	61	4.6	4.6	NUM
futech-440	247	62	4.5	4.5	NUM
futech-440	247	63	4.3	4.3	NUM
futech-440	247	64	4.1	4.1	NUM
futech-440	247	65	3.8	3.8	NUM
futech-440	247	66	3.9	3.9	NUM
futech-440	247	67	feature	feature	NOUN
futech-440	247	68	scores	score	NOUN
futech-440	247	69	acceptance	acceptance	NOUN
futech-440	247	70	threshold	threshold	PROPN
futech-440	247	71	kexin	kexin	PROPN
futech-440	247	72	zhang	zhang	PROPN
futech-440	247	73	/future	/future	PROPN
futech-440	247	74	technology	technology	PROPN
futech-440	247	75	november	november	PROPN
futech-440	247	76	2025|	2025|	NUM
futech-440	247	77	volume	volume	NOUN
futech-440	247	78	04	04	NUM
futech-440	248	1	|	|	ADV
futech-440	248	2	issue	issue	VERB
futech-440	248	3	04	04	NUM
futech-440	249	1	|	|	CCONJ
futech-440	249	2	pages	page	VERB
futech-440	249	3	128	128	NUM
futech-440	249	4	-	-	SYM
futech-440	249	5	137	137	NUM
futech-440	249	6	135	135	NUM
futech-440	249	7	recommendations	recommendation	NOUN
futech-440	249	8	,	,	PUNCT
futech-440	249	9	and	and	CCONJ
futech-440	249	10	organisational	organisational	ADJ
futech-440	249	11	agility	agility	NOUN
futech-440	249	12	also	also	ADV
futech-440	249	13	improved	improve	VERB
futech-440	249	14	by	by	ADP
futech-440	249	15	45	45	NUM
futech-440	249	16	%	%	NOUN
futech-440	249	17	for	for	ADP
futech-440	249	18	the	the	DET
futech-440	249	19	participating	participate	VERB
futech-440	249	20	enterprises	enterprise	NOUN
futech-440	249	21	.	.	PUNCT
futech-440	250	1	the	the	DET
futech-440	250	2	effectiveness	effectiveness	NOUN
futech-440	250	3	of	of	ADP
futech-440	250	4	the	the	DET
futech-440	250	5	system	system	NOUN
futech-440	250	6	was	be	AUX
futech-440	250	7	most	most	ADV
futech-440	250	8	notable	notable	ADJ
futech-440	250	9	during	during	ADP
futech-440	250	10	the	the	DET
futech-440	250	11	provision	provision	NOUN
futech-440	250	12	of	of	ADP
futech-440	250	13	real	real	ADJ
futech-440	250	14	-	-	PUNCT
futech-440	250	15	time	time	NOUN
futech-440	250	16	recommendations	recommendation	NOUN
futech-440	250	17	for	for	ADP
futech-440	250	18	complex	complex	ADJ
futech-440	250	19	organisational	organisational	ADJ
futech-440	250	20	change	change	NOUN
futech-440	250	21	cases	case	NOUN
futech-440	250	22	.	.	PUNCT
futech-440	251	1	the	the	DET
futech-440	251	2	combination	combination	NOUN
futech-440	251	3	of	of	ADP
futech-440	251	4	machine	machine	NOUN
futech-440	251	5	learning	learn	VERB
futech-440	251	6	algorithms	algorithm	NOUN
futech-440	251	7	with	with	ADP
futech-440	251	8	domain	domain	NOUN
futech-440	251	9	-	-	PUNCT
futech-440	251	10	specific	specific	ADJ
futech-440	251	11	knowledge	knowledge	NOUN
futech-440	251	12	bases	basis	NOUN
futech-440	251	13	provided	provide	VERB
futech-440	251	14	an	an	DET
futech-440	251	15	everimproving	everimproving	NOUN
futech-440	251	16	accuracy	accuracy	NOUN
futech-440	251	17	of	of	ADP
futech-440	251	18	predictions	prediction	NOUN
futech-440	251	19	over	over	ADP
futech-440	251	20	time	time	NOUN
futech-440	251	21	due	due	ADP
futech-440	251	22	to	to	ADP
futech-440	251	23	system	system	NOUN
futech-440	251	24	learning	learning	NOUN
futech-440	251	25	.	.	PUNCT
futech-440	252	1	integration	integration	NOUN
futech-440	252	2	of	of	ADP
futech-440	252	3	legacy	legacy	NOUN
futech-440	252	4	systems	system	NOUN
futech-440	252	5	,	,	PUNCT
futech-440	252	6	standardisation	standardisation	NOUN
futech-440	252	7	of	of	ADP
futech-440	252	8	data	datum	NOUN
futech-440	252	9	,	,	PUNCT
futech-440	252	10	and	and	CCONJ
futech-440	252	11	initial	initial	ADJ
futech-440	252	12	acceptance	acceptance	NOUN
futech-440	252	13	by	by	ADP
futech-440	252	14	users	user	NOUN
futech-440	252	15	proved	prove	VERB
futech-440	252	16	to	to	PART
futech-440	252	17	be	be	AUX
futech-440	252	18	significant	significant	ADJ
futech-440	252	19	challenges	challenge	NOUN
futech-440	252	20	,	,	PUNCT
futech-440	252	21	but	but	CCONJ
futech-440	252	22	were	be	AUX
futech-440	252	23	solved	solve	VERB
futech-440	252	24	by	by	ADP
futech-440	252	25	a	a	DET
futech-440	252	26	structured	structured	ADJ
futech-440	252	27	user	user	NOUN
futech-440	252	28	training	training	NOUN
futech-440	252	29	and	and	CCONJ
futech-440	252	30	robust	robust	ADJ
futech-440	252	31	data	datum	NOUN
futech-440	252	32	preprocessing	preprocessing	NOUN
futech-440	252	33	approach	approach	NOUN
futech-440	252	34	.	.	PUNCT
futech-440	253	1	research	research	NOUN
futech-440	253	2	on	on	ADP
futech-440	253	3	organisational	organisational	ADJ
futech-440	253	4	learning	learning	NOUN
futech-440	253	5	and	and	CCONJ
futech-440	253	6	knowledge	knowledge	NOUN
futech-440	253	7	management	management	NOUN
futech-440	253	8	showed	show	VERB
futech-440	253	9	improvement	improvement	NOUN
futech-440	253	10	by	by	ADP
futech-440	253	11	25	25	NUM
futech-440	253	12	%	%	NOUN
futech-440	253	13	for	for	ADP
futech-440	253	14	cross	cross	ADJ
futech-440	253	15	-	-	ADJ
futech-440	253	16	functional	functional	ADJ
futech-440	253	17	interactions	interaction	NOUN
futech-440	253	18	,	,	PUNCT
futech-440	253	19	which	which	PRON
futech-440	253	20	was	be	AUX
futech-440	253	21	an	an	DET
futech-440	253	22	unexpected	unexpected	ADJ
futech-440	253	23	bonus	bonus	NOUN
futech-440	253	24	.	.	PUNCT
futech-440	254	1	this	this	DET
futech-440	254	2	research	research	NOUN
futech-440	254	3	effort	effort	NOUN
futech-440	254	4	demonstrates	demonstrate	VERB
futech-440	254	5	the	the	DET
futech-440	254	6	system	system	NOUN
futech-440	254	7	's	's	PART
futech-440	254	8	potential	potential	NOUN
futech-440	254	9	to	to	PART
futech-440	254	10	enhance	enhance	VERB
futech-440	254	11	organisational	organisational	ADJ
futech-440	254	12	change	change	NOUN
futech-440	254	13	management	management	NOUN
futech-440	254	14	processes	process	NOUN
futech-440	254	15	in	in	ADP
futech-440	254	16	the	the	DET
futech-440	254	17	digital	digital	ADJ
futech-440	254	18	economy	economy	NOUN
futech-440	254	19	,	,	PUNCT
futech-440	254	20	outlining	outline	VERB
futech-440	254	21	the	the	DET
futech-440	254	22	primary	primary	ADJ
futech-440	254	23	implementation	implementation	NOUN
futech-440	254	24	needs	need	NOUN
futech-440	254	25	that	that	PRON
futech-440	254	26	should	should	AUX
futech-440	254	27	be	be	AUX
futech-440	254	28	considered	consider	VERB
futech-440	254	29	.	.	PUNCT
futech-440	255	1	figure	figure	VERB
futech-440	255	2	7	7	NUM
futech-440	255	3	.	.	PUNCT
futech-440	255	4	comparative	comparative	ADJ
futech-440	255	5	performance	performance	NOUN
futech-440	255	6	analysis	analysis	NOUN
futech-440	255	7	:	:	PUNCT
futech-440	255	8	intelligent	intelligent	ADJ
futech-440	255	9	vs	vs	ADP
futech-440	255	10	traditional	traditional	ADJ
futech-440	255	11	systems	system	NOUN
futech-440	255	12	5.2	5.2	NUM
futech-440	255	13	linking	link	VERB
futech-440	255	14	theory	theory	NOUN
futech-440	255	15	and	and	CCONJ
futech-440	255	16	practice	practice	VERB
futech-440	255	17	this	this	DET
futech-440	255	18	study	study	NOUN
futech-440	255	19	bridges	bridge	VERB
futech-440	255	20	theoretical	theoretical	ADJ
futech-440	255	21	foundations	foundation	NOUN
futech-440	255	22	with	with	ADP
futech-440	255	23	practical	practical	ADJ
futech-440	255	24	implementation	implementation	NOUN
futech-440	255	25	by	by	ADP
futech-440	255	26	systematically	systematically	ADV
futech-440	255	27	mapping	map	VERB
futech-440	255	28	conceptual	conceptual	ADJ
futech-440	255	29	frameworks	framework	NOUN
futech-440	255	30	to	to	ADP
futech-440	255	31	specific	specific	ADJ
futech-440	255	32	system	system	NOUN
futech-440	255	33	components	component	NOUN
futech-440	255	34	,	,	PUNCT
futech-440	255	35	as	as	SCONJ
futech-440	255	36	illustrated	illustrate	VERB
futech-440	255	37	in	in	ADP
futech-440	255	38	table	table	NOUN
futech-440	255	39	3	3	NUM
futech-440	255	40	.	.	PUNCT
futech-440	256	1	the	the	DET
futech-440	256	2	integration	integration	NOUN
futech-440	256	3	of	of	ADP
futech-440	256	4	digital	digital	ADJ
futech-440	256	5	economy	economy	NOUN
futech-440	256	6	theory	theory	NOUN
futech-440	256	7	,	,	PUNCT
futech-440	256	8	organizational	organizational	ADJ
futech-440	256	9	change	change	NOUN
futech-440	256	10	models	model	NOUN
futech-440	256	11	,	,	PUNCT
futech-440	256	12	decision	decision	NOUN
futech-440	256	13	support	support	NOUN
futech-440	256	14	frameworks	framework	NOUN
futech-440	256	15	,	,	PUNCT
futech-440	256	16	and	and	CCONJ
futech-440	256	17	artificial	artificial	ADJ
futech-440	256	18	intelligence	intelligence	NOUN
futech-440	256	19	principles	principle	NOUN
futech-440	256	20	manifests	manifest	VERB
futech-440	256	21	through	through	ADP
futech-440	256	22	corresponding	correspond	VERB
futech-440	256	23	technical	technical	ADJ
futech-440	256	24	modules	module	NOUN
futech-440	256	25	that	that	PRON
futech-440	256	26	operationalize	operationalize	VERB
futech-440	256	27	these	these	DET
futech-440	256	28	theoretical	theoretical	ADJ
futech-440	256	29	constructs	construct	NOUN
futech-440	256	30	.	.	PUNCT
futech-440	257	1	this	this	DET
futech-440	257	2	synthesis	synthesis	NOUN
futech-440	257	3	extends	extend	VERB
futech-440	257	4	beyond	beyond	ADP
futech-440	257	5	traditional	traditional	ADJ
futech-440	257	6	technology	technology	NOUN
futech-440	257	7	adoption	adoption	NOUN
futech-440	257	8	by	by	ADP
futech-440	257	9	creating	create	VERB
futech-440	257	10	a	a	DET
futech-440	257	11	bidirectional	bidirectional	ADJ
futech-440	257	12	relationship	relationship	NOUN
futech-440	257	13	where	where	SCONJ
futech-440	257	14	theoretical	theoretical	ADJ
futech-440	257	15	insights	insight	NOUN
futech-440	257	16	inform	inform	VERB
futech-440	257	17	system	system	NOUN
futech-440	257	18	design	design	NOUN
futech-440	257	19	while	while	SCONJ
futech-440	257	20	implementation	implementation	NOUN
futech-440	257	21	outcomes	outcome	NOUN
futech-440	257	22	refine	refine	VERB
futech-440	257	23	theoretical	theoretical	ADJ
futech-440	257	24	understanding	understanding	NOUN
futech-440	257	25	.	.	PUNCT
futech-440	258	1	the	the	DET
futech-440	258	2	intelligent	intelligent	ADJ
futech-440	258	3	decision	decision	NOUN
futech-440	258	4	support	support	NOUN
futech-440	258	5	system	system	NOUN
futech-440	258	6	demonstrates	demonstrate	VERB
futech-440	258	7	how	how	SCONJ
futech-440	258	8	abstract	abstract	ADJ
futech-440	258	9	organizational	organizational	ADJ
futech-440	258	10	change	change	NOUN
futech-440	258	11	theories	theory	NOUN
futech-440	258	12	translate	translate	VERB
futech-440	258	13	into	into	ADP
futech-440	258	14	concrete	concrete	ADJ
futech-440	258	15	technological	technological	ADJ
futech-440	258	16	solutions	solution	NOUN
futech-440	258	17	,	,	PUNCT
futech-440	258	18	particularly	particularly	ADV
futech-440	258	19	through	through	ADP
futech-440	258	20	the	the	DET
futech-440	258	21	real	real	ADJ
futech-440	258	22	-	-	PUNCT
futech-440	258	23	time	time	NOUN
futech-440	258	24	adaptation	adaptation	NOUN
futech-440	258	25	mechanisms	mechanism	NOUN
futech-440	258	26	that	that	PRON
futech-440	258	27	reflect	reflect	VERB
futech-440	258	28	dynamic	dynamic	ADJ
futech-440	258	29	capability	capability	NOUN
futech-440	258	30	theory	theory	NOUN
futech-440	258	31	.	.	PUNCT
futech-440	259	1	the	the	DET
futech-440	259	2	practical	practical	ADJ
futech-440	259	3	deployment	deployment	NOUN
futech-440	259	4	across	across	ADP
futech-440	259	5	diverse	diverse	ADJ
futech-440	259	6	enterprises	enterprise	NOUN
futech-440	259	7	validates	validate	VERB
futech-440	259	8	theoretical	theoretical	ADJ
futech-440	259	9	predictions	prediction	NOUN
futech-440	259	10	about	about	ADP
futech-440	259	11	digital	digital	ADJ
futech-440	259	12	maturity	maturity	NOUN
futech-440	259	13	's	's	PART
futech-440	259	14	role	role	NOUN
futech-440	259	15	in	in	ADP
futech-440	259	16	transformation	transformation	NOUN
futech-440	259	17	success	success	NOUN
futech-440	259	18	,	,	PUNCT
futech-440	259	19	while	while	SCONJ
futech-440	259	20	simultaneously	simultaneously	ADV
futech-440	259	21	revealing	reveal	VERB
futech-440	259	22	new	new	ADJ
futech-440	259	23	insights	insight	NOUN
futech-440	259	24	about	about	ADP
futech-440	259	25	technologymediated	technologymediate	VERB
futech-440	259	26	organizational	organizational	ADJ
futech-440	259	27	learning	learning	NOUN
futech-440	259	28	.	.	PUNCT
futech-440	260	1	the	the	DET
futech-440	260	2	system	system	NOUN
futech-440	260	3	's	's	PART
futech-440	260	4	modular	modular	ADJ
futech-440	260	5	architecture	architecture	NOUN
futech-440	260	6	enables	enable	VERB
futech-440	260	7	organizations	organization	NOUN
futech-440	260	8	to	to	PART
futech-440	260	9	implement	implement	VERB
futech-440	260	10	phased	phased	ADJ
futech-440	260	11	transformations	transformation	NOUN
futech-440	260	12	aligned	align	VERB
futech-440	260	13	with	with	ADP
futech-440	260	14	their	their	PRON
futech-440	260	15	digital	digital	ADJ
futech-440	260	16	readiness	readiness	NOUN
futech-440	260	17	,	,	PUNCT
futech-440	260	18	effectively	effectively	ADV
futech-440	260	19	bridging	bridge	VERB
futech-440	260	20	the	the	DET
futech-440	260	21	theory	theory	NOUN
futech-440	260	22	-	-	PUNCT
futech-440	260	23	practice	practice	NOUN
futech-440	260	24	gap	gap	NOUN
futech-440	260	25	.	.	PUNCT
futech-440	261	1	this	this	DET
futech-440	261	2	convergence	convergence	NOUN
futech-440	261	3	provides	provide	VERB
futech-440	261	4	actionable	actionable	ADJ
futech-440	261	5	guidance	guidance	NOUN
futech-440	261	6	for	for	ADP
futech-440	261	7	practitioners	practitioner	NOUN
futech-440	261	8	while	while	SCONJ
futech-440	261	9	contributing	contribute	VERB
futech-440	261	10	to	to	ADP
futech-440	261	11	academic	academic	ADJ
futech-440	261	12	discourse	discourse	NOUN
futech-440	261	13	on	on	ADP
futech-440	261	14	intelligent	intelligent	ADJ
futech-440	261	15	systems	system	NOUN
futech-440	261	16	in	in	ADP
futech-440	261	17	organizational	organizational	ADJ
futech-440	261	18	contexts	contexts	NOUN
futech-440	261	19	.	.	PUNCT
futech-440	262	1	future	future	ADJ
futech-440	262	2	developments	development	NOUN
futech-440	262	3	should	should	AUX
futech-440	262	4	focus	focus	VERB
futech-440	262	5	on	on	ADP
futech-440	262	6	extending	extend	VERB
futech-440	262	7	this	this	DET
futech-440	262	8	theoretical	theoretical	ADJ
futech-440	262	9	-	-	PUNCT
futech-440	262	10	practical	practical	ADJ
futech-440	262	11	synthesis	synthesis	NOUN
futech-440	262	12	to	to	PART
futech-440	262	13	incorporate	incorporate	VERB
futech-440	262	14	emerging	emerge	VERB
futech-440	262	15	technologies	technology	NOUN
futech-440	262	16	and	and	CCONJ
futech-440	262	17	cross	cross	ADJ
futech-440	262	18	-	-	ADJ
futech-440	262	19	cultural	cultural	ADJ
futech-440	262	20	organizational	organizational	ADJ
futech-440	262	21	variations	variation	NOUN
futech-440	262	22	,	,	PUNCT
futech-440	262	23	ensuring	ensure	VERB
futech-440	262	24	continued	continue	VERB
futech-440	262	25	relevance	relevance	NOUN
futech-440	262	26	in	in	ADP
futech-440	262	27	evolving	evolve	VERB
futech-440	262	28	digital	digital	ADJ
futech-440	262	29	economies	economy	NOUN
futech-440	262	30	.	.	PUNCT
futech-440	263	1	table	table	NOUN
futech-440	263	2	3	3	NUM
futech-440	263	3	.	.	PUNCT
futech-440	264	1	mapping	mapping	NOUN
futech-440	264	2	of	of	ADP
futech-440	264	3	theoretical	theoretical	ADJ
futech-440	264	4	foundations	foundation	NOUN
futech-440	264	5	to	to	PART
futech-440	264	6	system	system	NOUN
futech-440	264	7	components	component	NOUN
futech-440	264	8	the	the	DET
futech-440	264	9	implementation	implementation	NOUN
futech-440	264	10	of	of	ADP
futech-440	264	11	the	the	DET
futech-440	264	12	intelligent	intelligent	ADJ
futech-440	264	13	decision	decision	NOUN
futech-440	264	14	support	support	NOUN
futech-440	264	15	system	system	NOUN
futech-440	264	16	incorporates	incorporate	VERB
futech-440	264	17	comprehensive	comprehensive	ADJ
futech-440	264	18	data	datum	NOUN
futech-440	264	19	protection	protection	NOUN
futech-440	264	20	measures	measure	NOUN
futech-440	264	21	aligned	align	VERB
futech-440	264	22	with	with	ADP
futech-440	264	23	gdpr	gdpr	NOUN
futech-440	264	24	requirements	requirement	NOUN
futech-440	264	25	and	and	CCONJ
futech-440	264	26	contemporary	contemporary	ADJ
futech-440	264	27	privacy	privacy	NOUN
futech-440	264	28	standards	standard	NOUN
futech-440	264	29	.	.	PUNCT
futech-440	265	1	the	the	DET
futech-440	265	2	system	system	NOUN
futech-440	265	3	employs	employ	VERB
futech-440	265	4	differential	differential	ADJ
futech-440	265	5	privacy	privacy	NOUN
futech-440	265	6	techniques	technique	NOUN
futech-440	265	7	to	to	PART
futech-440	265	8	ensure	ensure	VERB
futech-440	265	9	individual	individual	ADJ
futech-440	265	10	-	-	PUNCT
futech-440	265	11	level	level	NOUN
futech-440	265	12	data	datum	NOUN
futech-440	265	13	remains	remains	AUX
futech-440	265	14	protected	protect	VERB
futech-440	265	15	while	while	SCONJ
futech-440	265	16	enabling	enable	VERB
futech-440	265	17	meaningful	meaningful	ADJ
futech-440	265	18	organizational	organizational	ADJ
futech-440	265	19	analytics	analytic	NOUN
futech-440	265	20	,	,	PUNCT
futech-440	265	21	introducing	introduce	VERB
futech-440	265	22	calibrated	calibrate	VERB
futech-440	265	23	noise	noise	NOUN
futech-440	265	24	to	to	PART
futech-440	265	25	aggregate	aggregate	VERB
futech-440	265	26	queries	query	NOUN
futech-440	265	27	that	that	PRON
futech-440	265	28	prevents	prevent	VERB
futech-440	265	29	reverse	reverse	ADJ
futech-440	265	30	engineering	engineering	NOUN
futech-440	265	31	of	of	ADP
futech-440	265	32	sensitive	sensitive	ADJ
futech-440	265	33	information	information	NOUN
futech-440	265	34	.	.	PUNCT
futech-440	266	1	all	all	DET
futech-440	266	2	personal	personal	ADJ
futech-440	266	3	data	datum	NOUN
futech-440	266	4	processing	processing	NOUN
futech-440	266	5	follows	follow	VERB
futech-440	266	6	principles	principle	NOUN
futech-440	266	7	of	of	ADP
futech-440	266	8	data	datum	NOUN
futech-440	266	9	minimization	minimization	NOUN
futech-440	266	10	and	and	CCONJ
futech-440	266	11	purpose	purpose	NOUN
futech-440	266	12	limitation	limitation	NOUN
futech-440	266	13	,	,	PUNCT
futech-440	266	14	with	with	ADP
futech-440	266	15	encrypted	encrypt	VERB
futech-440	266	16	storage	storage	NOUN
futech-440	266	17	and	and	CCONJ
futech-440	266	18	transmission	transmission	NOUN
futech-440	266	19	protocols	protocol	NOUN
futech-440	266	20	securing	secure	VERB
futech-440	266	21	information	information	NOUN
futech-440	266	22	throughout	throughout	ADP
futech-440	266	23	its	its	PRON
futech-440	266	24	lifecycle	lifecycle	NOUN
futech-440	266	25	.	.	PUNCT
futech-440	267	1	access	access	NOUN
futech-440	267	2	controls	control	VERB
futech-440	267	3	implement	implement	VERB
futech-440	267	4	role	role	NOUN
futech-440	267	5	-	-	PUNCT
futech-440	267	6	based	base	VERB
futech-440	267	7	permissions	permission	NOUN
futech-440	267	8	with	with	ADP
futech-440	267	9	audit	audit	NOUN
futech-440	267	10	trails	trail	NOUN
futech-440	267	11	,	,	PUNCT
futech-440	267	12	maintaining	maintain	VERB
futech-440	267	13	accountability	accountability	NOUN
futech-440	267	14	for	for	ADP
futech-440	267	15	data	datum	NOUN
futech-440	267	16	usage	usage	NOUN
futech-440	267	17	.	.	PUNCT
futech-440	268	1	these	these	DET
futech-440	268	2	privacy	privacy	NOUN
futech-440	268	3	-	-	PUNCT
futech-440	268	4	preserving	preserve	VERB
futech-440	268	5	mechanisms	mechanism	NOUN
futech-440	268	6	ensure	ensure	VERB
futech-440	268	7	that	that	SCONJ
futech-440	268	8	organizations	organization	NOUN
futech-440	268	9	can	can	AUX
futech-440	268	10	leverage	leverage	VERB
futech-440	268	11	the	the	DET
futech-440	268	12	system	system	NOUN
futech-440	268	13	's	's	PART
futech-440	268	14	advanced	advanced	ADJ
futech-440	268	15	analytical	analytical	ADJ
futech-440	268	16	capabilities	capability	NOUN
futech-440	268	17	while	while	SCONJ
futech-440	268	18	maintaining	maintain	VERB
futech-440	268	19	full	full	ADJ
futech-440	268	20	regulatory	regulatory	ADJ
futech-440	268	21	compliance	compliance	NOUN
futech-440	268	22	and	and	CCONJ
futech-440	268	23	protecting	protect	VERB
futech-440	268	24	stakeholder	stakeholder	NOUN
futech-440	268	25	privacy	privacy	NOUN
futech-440	268	26	,	,	PUNCT
futech-440	268	27	thereby	thereby	ADV
futech-440	268	28	addressing	address	VERB
futech-440	268	29	critical	critical	ADJ
futech-440	268	30	concerns	concern	NOUN
futech-440	268	31	about	about	ADP
futech-440	268	32	data	datum	NOUN
futech-440	268	33	governance	governance	NOUN
futech-440	268	34	in	in	ADP
futech-440	268	35	intelligent	intelligent	ADJ
futech-440	268	36	systems	system	NOUN
futech-440	268	37	deployment	deployment	NOUN
futech-440	268	38	.	.	PUNCT
futech-440	269	1	6	6	X
futech-440	269	2	.	.	X
futech-440	269	3	conclusion	conclusion	NOUN
futech-440	269	4	supported	support	VERB
futech-440	269	5	by	by	ADP
futech-440	269	6	evidence	evidence	NOUN
futech-440	269	7	gathered	gather	VERB
futech-440	269	8	from	from	ADP
futech-440	269	9	multiple	multiple	ADJ
futech-440	269	10	sources	source	NOUN
futech-440	269	11	,	,	PUNCT
futech-440	269	12	this	this	DET
futech-440	269	13	research	research	NOUN
futech-440	269	14	examined	examine	VERB
futech-440	269	15	the	the	DET
futech-440	269	16	role	role	NOUN
futech-440	269	17	of	of	ADP
futech-440	269	18	intelligent	intelligent	ADJ
futech-440	269	19	decision	decision	NOUN
futech-440	269	20	support	support	NOUN
futech-440	269	21	systems	system	NOUN
futech-440	269	22	in	in	ADP
futech-440	269	23	managing	manage	VERB
futech-440	269	24	organisational	organisational	ADJ
futech-440	269	25	changes	change	NOUN
futech-440	269	26	in	in	ADP
futech-440	269	27	relation	relation	NOUN
futech-440	269	28	to	to	ADP
futech-440	269	29	the	the	DET
futech-440	269	30	digital	digital	ADJ
futech-440	269	31	economy	economy	NOUN
futech-440	269	32	context	context	NOUN
futech-440	269	33	.	.	PUNCT
futech-440	270	1	the	the	DET
futech-440	270	2	system	system	NOUN
futech-440	270	3	produced	produce	VERB
futech-440	270	4	considerable	considerable	ADJ
futech-440	270	5	gains	gain	NOUN
futech-440	270	6	in	in	ADP
futech-440	270	7	the	the	DET
futech-440	270	8	efficiency	efficiency	NOUN
futech-440	270	9	and	and	CCONJ
futech-440	270	10	accuracy	accuracy	NOUN
futech-440	270	11	of	of	ADP
futech-440	270	12	decision	decision	NOUN
futech-440	270	13	-	-	PUNCT
futech-440	270	14	making	make	VERB
futech-440	270	15	processes	process	NOUN
futech-440	270	16	,	,	PUNCT
futech-440	270	17	with	with	ADP
futech-440	270	18	reported	report	VERB
futech-440	270	19	quantitative	quantitative	ADJ
futech-440	270	20	figures	figure	NOUN
futech-440	270	21	of	of	ADP
futech-440	270	22	42	42	NUM
futech-440	270	23	%	%	NOUN
futech-440	270	24	less	less	ADJ
futech-440	270	25	decision	decision	NOUN
futech-440	270	26	cycle	cycle	NOUN
futech-440	270	27	time	time	NOUN
futech-440	270	28	and	and	CCONJ
futech-440	270	29	35	35	NUM
futech-440	270	30	%	%	NOUN
futech-440	270	31	increased	increase	VERB
futech-440	270	32	decision	decision	NOUN
futech-440	270	33	accuracy	accuracy	NOUN
futech-440	270	34	.	.	PUNCT
futech-440	271	1	the	the	DET
futech-440	271	2	chasm	chasm	NOUN
futech-440	271	3	faced	face	VERB
futech-440	271	4	by	by	ADP
futech-440	271	5	organisational	organisational	ADJ
futech-440	271	6	change	change	NOUN
futech-440	271	7	management	management	NOUN
futech-440	271	8	practices	practice	NOUN
futech-440	271	9	during	during	ADP
futech-440	271	10	the	the	DET
futech-440	271	11	digital	digital	ADJ
futech-440	271	12	transformation	transformation	NOUN
futech-440	271	13	of	of	ADP
futech-440	271	14	an	an	DET
futech-440	271	15	institution	institution	NOUN
futech-440	271	16	has	have	AUX
futech-440	271	17	been	be	AUX
futech-440	271	18	effectively	effectively	ADV
futech-440	271	19	met	meet	VERB
futech-440	271	20	by	by	ADP
futech-440	271	21	the	the	DET
futech-440	271	22	integration	integration	NOUN
futech-440	271	23	of	of	ADP
futech-440	271	24	artificial	artificial	ADJ
futech-440	271	25	intelligence	intelligence	NOUN
futech-440	271	26	and	and	CCONJ
futech-440	271	27	machine	machine	NOUN
futech-440	271	28	learning	learning	NOUN
futech-440	271	29	tools	tool	NOUN
futech-440	271	30	.	.	PUNCT
futech-440	272	1	the	the	DET
futech-440	272	2	results	result	NOUN
futech-440	272	3	of	of	ADP
futech-440	272	4	the	the	DET
futech-440	272	5	research	research	NOUN
futech-440	272	6	are	be	AUX
futech-440	272	7	helpful	helpful	ADJ
futech-440	272	8	for	for	ADP
futech-440	272	9	the	the	DET
futech-440	272	10	theoretical	theoretical	ADJ
futech-440	272	11	and	and	CCONJ
futech-440	272	12	practical	practical	ADJ
futech-440	272	13	aspects	aspect	NOUN
futech-440	272	14	of	of	ADP
futech-440	272	15	the	the	DET
futech-440	272	16	utilisation	utilisation	NOUN
futech-440	272	17	of	of	ADP
futech-440	272	18	intelligent	intelligent	ADJ
futech-440	272	19	decision	decision	NOUN
futech-440	272	20	support	support	NOUN
futech-440	272	21	systems	system	NOUN
futech-440	272	22	in	in	ADP
futech-440	272	23	the	the	DET
futech-440	272	24	context	context	NOUN
futech-440	272	25	of	of	ADP
futech-440	272	26	organisational	organisational	ADJ
futech-440	272	27	change	change	NOUN
futech-440	272	28	.	.	PUNCT
futech-440	273	1	nevertheless	nevertheless	ADV
futech-440	273	2	,	,	PUNCT
futech-440	273	3	there	there	PRON
futech-440	273	4	are	be	VERB
futech-440	273	5	some	some	DET
futech-440	273	6	gaps	gap	NOUN
futech-440	273	7	that	that	PRON
futech-440	273	8	need	need	VERB
futech-440	273	9	to	to	PART
futech-440	273	10	be	be	AUX
futech-440	273	11	filled	fill	VERB
futech-440	273	12	.	.	PUNCT
futech-440	274	1	new	new	ADJ
futech-440	274	2	approaches	approach	NOUN
futech-440	274	3	should	should	AUX
futech-440	274	4	be	be	AUX
futech-440	274	5	considered	consider	VERB
futech-440	274	6	for	for	ADP
futech-440	274	7	integrating	integrate	VERB
futech-440	274	8	other	other	ADJ
futech-440	274	9	technologies	technology	NOUN
futech-440	274	10	,	,	PUNCT
futech-440	274	11	such	such	ADJ
futech-440	274	12	as	as	ADP
futech-440	274	13	deep	deep	ADJ
futech-440	274	14	learning	learn	VERB
futech-440	274	15	neural	neural	ADJ
futech-440	274	16	networks	network	NOUN
futech-440	274	17	and	and	CCONJ
futech-440	274	18	advanced	advanced	ADJ
futech-440	274	19	automatic	automatic	ADJ
futech-440	274	20	speech	speech	NOUN
futech-440	274	21	recognition	recognition	NOUN
futech-440	274	22	,	,	PUNCT
futech-440	274	23	to	to	ADP
futech-440	274	24	100	100	NUM
futech-440	274	25	%	%	NOUN
futech-440	274	26	135	135	NUM
futech-440	274	27	%	%	NOUN
futech-440	274	28	100	100	NUM
futech-440	274	29	%	%	NOUN
futech-440	274	30	138	138	NUM
futech-440	274	31	%	%	NOUN
futech-440	274	32	100	100	NUM
futech-440	274	33	%	%	NOUN
futech-440	274	34	141	141	NUM
futech-440	274	35	%	%	NOUN
futech-440	274	36	100	100	NUM
futech-440	274	37	%	%	NOUN
futech-440	274	38	145	145	NUM
futech-440	274	39	%	%	NOUN
futech-440	274	40	100	100	NUM
futech-440	274	41	%	%	NOUN
futech-440	274	42	132	132	NUM
futech-440	274	43	%	%	NOUN
futech-440	274	44	+35	+35	ADJ
futech-440	274	45	%	%	NOUN
futech-440	274	46	+38	+38	ADJ
futech-440	274	47	%	%	NOUN
futech-440	274	48	+41	+41	ADJ
futech-440	274	49	%	%	NOUN
futech-440	274	50	+45	+45	NOUN
futech-440	274	51	%	%	NOUN
futech-440	274	52	+32	+32	ADJ
futech-440	274	53	%	%	NOUN
futech-440	274	54	over	over	ADP
futech-440	274	55	all	all	PRON
futech-440	274	56	per	per	ADP
futech-440	274	57	for	for	ADP
futech-440	274	58	manc	manc	PROPN
futech-440	274	59	e	e	PROPN
futech-440	274	60	deci	deci	PROPN
futech-440	274	61	sio	sio	PROPN
futech-440	274	62	n	n	PROPN
futech-440	274	63	accu	accu	PROPN
futech-440	274	64	rac	rac	PROPN
futech-440	274	65	y	y	PROPN
futech-440	274	66	pro	pro	X
futech-440	274	67	ces	ces	X
futech-440	274	68	sin	sin	NOUN
futech-440	274	69	g	g	PROPN
futech-440	274	70	spe	spe	PROPN
futech-440	274	71	ed	ed	PROPN
futech-440	274	72	adap	adap	PROPN
futech-440	274	73	tab	tab	PROPN
futech-440	274	74	ility	ility	PROPN
futech-440	274	75	reso	reso	VERB
futech-440	274	76	urc	urc	PROPN
futech-440	274	77	e	e	PROPN
futech-440	274	78	effi	effi	PROPN
futech-440	274	79	cie	cie	PROPN
futech-440	274	80	ncy	ncy	PROPN
futech-440	274	81	0	0	NUM
futech-440	274	82	20	20	NUM
futech-440	274	83	40	40	NUM
futech-440	274	84	60	60	NUM
futech-440	274	85	80	80	NUM
futech-440	274	86	100	100	NUM
futech-440	274	87	120	120	NUM
futech-440	274	88	140	140	NUM
futech-440	274	89	160	160	NUM
futech-440	274	90	p	p	NOUN
futech-440	275	1	er	er	INTJ
futech-440	275	2	fo	fo	INTJ
futech-440	275	3	rm	rm	PROPN
futech-440	275	4	an	an	DET
futech-440	275	5	ce	ce	PROPN
futech-440	276	1	i	i	PRON
futech-440	276	2	n	n	PROPN
futech-440	277	1	d	d	X
futech-440	277	2	ex	ex	X
futech-440	277	3	(	(	PUNCT
futech-440	277	4	%	%	INTJ
futech-440	277	5	)	)	PUNCT
futech-440	277	6	traditional	traditional	ADJ
futech-440	277	7	rule	rule	NOUN
futech-440	277	8	-	-	PUNCT
futech-440	277	9	based	base	VERB
futech-440	277	10	system	system	NOUN
futech-440	277	11	intelligent	intelligent	ADJ
futech-440	277	12	decision	decision	NOUN
futech-440	277	13	support	support	NOUN
futech-440	277	14	system	system	NOUN
futech-440	277	15	data1	data1	PROPN
futech-440	277	16	theoretical	theoretical	ADJ
futech-440	277	17	foundation	foundation	NOUN
futech-440	277	18	corresponding	correspond	VERB
futech-440	277	19	system	system	NOUN
futech-440	277	20	module	module	NOUN
futech-440	277	21	digital	digital	ADJ
futech-440	277	22	economy	economy	NOUN
futech-440	277	23	theory	theory	NOUN
futech-440	277	24	external	external	ADJ
futech-440	277	25	data	datum	NOUN
futech-440	277	26	interface	interface	PROPN
futech-440	277	27	&	&	CCONJ
futech-440	277	28	market	market	NOUN
futech-440	277	29	intelligence	intelligence	NOUN
futech-440	277	30	module	module	NOUN
futech-440	277	31	organizational	organizational	ADJ
futech-440	277	32	change	change	NOUN
futech-440	277	33	theory	theory	NOUN
futech-440	277	34	change	change	NOUN
futech-440	277	35	impact	impact	NOUN
futech-440	277	36	analysis	analysis	NOUN
futech-440	277	37	&	&	CCONJ
futech-440	277	38	decision	decision	NOUN
futech-440	277	39	recommendation	recommendation	NOUN
futech-440	277	40	engine	engine	NOUN
futech-440	277	41	decision	decision	NOUN
futech-440	277	42	support	support	NOUN
futech-440	277	43	systems	system	NOUN
futech-440	277	44	theory	theory	NOUN
futech-440	277	45	multi	multi	ADJ
futech-440	277	46	-	-	ADJ
futech-440	277	47	criteria	criterion	NOUN
futech-440	277	48	decision	decision	NOUN
futech-440	277	49	processing	processing	NOUN
futech-440	277	50	&	&	CCONJ
futech-440	277	51	user	user	NOUN
futech-440	277	52	interface	interface	NOUN
futech-440	277	53	layer	layer	NOUN
futech-440	277	54	artificial	artificial	ADJ
futech-440	277	55	intelligence	intelligence	NOUN
futech-440	277	56	theory	theory	NOUN
futech-440	277	57	machine	machine	NOUN
futech-440	277	58	learning	learn	VERB
futech-440	277	59	engine	engine	NOUN
futech-440	277	60	&	&	CCONJ
futech-440	277	61	adaptive	adaptive	ADJ
futech-440	277	62	learning	learning	NOUN
futech-440	277	63	module	module	NOUN
futech-440	277	64	knowledge	knowledge	NOUN
futech-440	277	65	management	management	NOUN
futech-440	277	66	theory	theory	NOUN
futech-440	277	67	knowledge	knowledge	NOUN
futech-440	277	68	base	base	PROPN
futech-440	277	69	&	&	CCONJ
futech-440	277	70	ontology	ontology	NOUN
futech-440	277	71	repository	repository	NOUN
futech-440	277	72	dynamic	dynamic	ADJ
futech-440	277	73	capability	capability	NOUN
futech-440	277	74	theory	theory	NOUN
futech-440	277	75	real	real	ADJ
futech-440	277	76	-	-	PUNCT
futech-440	277	77	time	time	NOUN
futech-440	277	78	adaptation	adaptation	NOUN
futech-440	277	79	&	&	CCONJ
futech-440	277	80	feedback	feedback	NOUN
futech-440	277	81	processing	processing	NOUN
futech-440	277	82	module	module	NOUN
futech-440	277	83	kexin	kexin	PROPN
futech-440	277	84	zhang	zhang	PROPN
futech-440	277	85	/future	/future	PROPN
futech-440	277	86	technology	technology	PROPN
futech-440	277	87	november	november	PROPN
futech-440	277	88	2025|	2025|	NUM
futech-440	277	89	volume	volume	NOUN
futech-440	277	90	04	04	NUM
futech-440	278	1	|	|	ADV
futech-440	278	2	issue	issue	VERB
futech-440	278	3	04	04	NUM
futech-440	279	1	|	|	CCONJ
futech-440	279	2	pages	page	VERB
futech-440	279	3	128	128	NUM
futech-440	279	4	-	-	SYM
futech-440	279	5	137	137	NUM
futech-440	279	6	136	136	NUM
futech-440	279	7	improve	improve	VERB
futech-440	279	8	the	the	DET
futech-440	279	9	system	system	NOUN
futech-440	279	10	’s	’s	PART
futech-440	279	11	functionality	functionality	NOUN
futech-440	279	12	.	.	PUNCT
futech-440	280	1	also	also	ADV
futech-440	280	2	,	,	PUNCT
futech-440	280	3	carrying	carry	VERB
futech-440	280	4	out	out	ADP
futech-440	280	5	research	research	NOUN
futech-440	280	6	of	of	ADP
futech-440	280	7	a	a	DET
futech-440	280	8	longitudinal	longitudinal	ADJ
futech-440	280	9	nature	nature	NOUN
futech-440	280	10	on	on	ADP
futech-440	280	11	the	the	DET
futech-440	280	12	effect	effect	NOUN
futech-440	280	13	of	of	ADP
futech-440	280	14	system	system	NOUN
futech-440	280	15	implementation	implementation	NOUN
futech-440	280	16	on	on	ADP
futech-440	280	17	organisational	organisational	ADJ
futech-440	280	18	performance	performance	NOUN
futech-440	280	19	and	and	CCONJ
futech-440	280	20	adaptability	adaptability	NOUN
futech-440	280	21	over	over	ADP
futech-440	280	22	time	time	NOUN
futech-440	280	23	would	would	AUX
futech-440	280	24	be	be	AUX
futech-440	280	25	useful	useful	ADJ
futech-440	280	26	.	.	PUNCT
futech-440	281	1	the	the	DET
futech-440	281	2	creation	creation	NOUN
futech-440	281	3	of	of	ADP
futech-440	281	4	such	such	ADJ
futech-440	281	5	frameworks	framework	NOUN
futech-440	281	6	focused	focus	VERB
futech-440	281	7	on	on	ADP
futech-440	281	8	particular	particular	ADJ
futech-440	281	9	industries	industry	NOUN
futech-440	281	10	,	,	PUNCT
futech-440	281	11	and	and	CCONJ
futech-440	281	12	the	the	DET
futech-440	281	13	study	study	NOUN
futech-440	281	14	of	of	ADP
futech-440	281	15	system	system	NOUN
futech-440	281	16	performance	performance	NOUN
futech-440	281	17	in	in	ADP
futech-440	281	18	different	different	ADJ
futech-440	281	19	cultures	culture	NOUN
futech-440	281	20	is	be	AUX
futech-440	281	21	also	also	ADV
futech-440	281	22	likely	likely	ADJ
futech-440	281	23	to	to	PART
futech-440	281	24	be	be	AUX
futech-440	281	25	fruitful	fruitful	ADJ
futech-440	281	26	.	.	PUNCT
futech-440	282	1	while	while	SCONJ
futech-440	282	2	organisations	organisation	NOUN
futech-440	282	3	still	still	ADV
futech-440	282	4	deal	deal	VERB
futech-440	282	5	with	with	ADP
futech-440	282	6	the	the	DET
futech-440	282	7	problems	problem	NOUN
futech-440	282	8	of	of	ADP
futech-440	282	9	digital	digital	ADJ
futech-440	282	10	transformation	transformation	NOUN
futech-440	282	11	,	,	PUNCT
futech-440	282	12	further	further	ADJ
futech-440	282	13	development	development	NOUN
futech-440	282	14	of	of	ADP
futech-440	282	15	intelligent	intelligent	ADJ
futech-440	282	16	decision	decision	NOUN
futech-440	282	17	support	support	NOUN
futech-440	282	18	systems	system	NOUN
futech-440	282	19	is	be	AUX
futech-440	282	20	still	still	ADV
futech-440	282	21	one	one	NUM
futech-440	282	22	of	of	ADP
futech-440	282	23	the	the	DET
futech-440	282	24	priorities	priority	NOUN
futech-440	282	25	for	for	ADP
futech-440	282	26	academic	academic	ADJ
futech-440	282	27	and	and	CCONJ
futech-440	282	28	practical	practical	ADJ
futech-440	282	29	work	work	NOUN
futech-440	282	30	.	.	PUNCT
futech-440	283	1	ethical	ethical	ADJ
futech-440	283	2	issue	issue	NOUN
futech-440	283	3	the	the	DET
futech-440	283	4	author	author	NOUN
futech-440	283	5	is	be	AUX
futech-440	283	6	aware	aware	ADJ
futech-440	283	7	of	of	ADP
futech-440	283	8	and	and	CCONJ
futech-440	283	9	complies	complie	NOUN
futech-440	283	10	with	with	ADP
futech-440	283	11	best	good	ADJ
futech-440	283	12	practices	practice	NOUN
futech-440	283	13	in	in	ADP
futech-440	283	14	publication	publication	NOUN
futech-440	283	15	ethics	ethic	NOUN
futech-440	283	16	,	,	PUNCT
futech-440	283	17	specifically	specifically	ADV
futech-440	283	18	with	with	ADP
futech-440	283	19	regard	regard	NOUN
futech-440	283	20	to	to	ADP
futech-440	283	21	authorship	authorship	NOUN
futech-440	283	22	(	(	PUNCT
futech-440	283	23	avoidance	avoidance	NOUN
futech-440	283	24	of	of	ADP
futech-440	283	25	guest	guest	NOUN
futech-440	283	26	authorship	authorship	NOUN
futech-440	283	27	)	)	PUNCT
futech-440	283	28	,	,	PUNCT
futech-440	283	29	dual	dual	ADJ
futech-440	283	30	submission	submission	NOUN
futech-440	283	31	,	,	PUNCT
futech-440	283	32	manipulation	manipulation	NOUN
futech-440	283	33	of	of	ADP
futech-440	283	34	figures	figure	NOUN
futech-440	283	35	,	,	PUNCT
futech-440	283	36	competing	compete	VERB
futech-440	283	37	interests	interest	NOUN
futech-440	283	38	,	,	PUNCT
futech-440	283	39	and	and	CCONJ
futech-440	283	40	compliance	compliance	NOUN
futech-440	283	41	with	with	ADP
futech-440	283	42	policies	policy	NOUN
futech-440	283	43	on	on	ADP
futech-440	283	44	research	research	NOUN
futech-440	283	45	ethics	ethic	NOUN
futech-440	283	46	.	.	PUNCT
futech-440	284	1	the	the	DET
futech-440	284	2	author	author	NOUN
futech-440	284	3	adheres	adhere	VERB
futech-440	284	4	to	to	ADP
futech-440	284	5	publication	publication	NOUN
futech-440	284	6	requirements	requirement	NOUN
futech-440	284	7	that	that	SCONJ
futech-440	284	8	the	the	DET
futech-440	284	9	submitted	submit	VERB
futech-440	284	10	work	work	NOUN
futech-440	284	11	is	be	AUX
futech-440	284	12	original	original	ADJ
futech-440	284	13	and	and	CCONJ
futech-440	284	14	has	have	AUX
futech-440	284	15	not	not	PART
futech-440	284	16	been	be	AUX
futech-440	284	17	published	publish	VERB
futech-440	284	18	elsewhere	elsewhere	ADV
futech-440	284	19	.	.	PUNCT
futech-440	285	1	data	datum	NOUN
futech-440	285	2	availability	availability	NOUN
futech-440	285	3	statement	statement	NOUN
futech-440	285	4	the	the	DET
futech-440	285	5	manuscript	manuscript	NOUN
futech-440	285	6	contains	contain	VERB
futech-440	285	7	all	all	DET
futech-440	285	8	the	the	DET
futech-440	285	9	data	datum	NOUN
futech-440	285	10	.	.	PUNCT
futech-440	286	1	however	however	ADV
futech-440	286	2	,	,	PUNCT
futech-440	286	3	more	more	ADJ
futech-440	286	4	data	datum	NOUN
futech-440	286	5	will	will	AUX
futech-440	286	6	be	be	AUX
futech-440	286	7	available	available	ADJ
futech-440	286	8	upon	upon	SCONJ
futech-440	286	9	request	request	NOUN
futech-440	286	10	from	from	ADP
futech-440	286	11	the	the	DET
futech-440	286	12	author	author	NOUN
futech-440	286	13	.	.	PUNCT
futech-440	287	1	conflict	conflict	NOUN
futech-440	287	2	of	of	ADP
futech-440	287	3	interest	interest	NOUN
futech-440	287	4	the	the	DET
futech-440	287	5	author	author	NOUN
futech-440	287	6	declares	declare	VERB
futech-440	287	7	no	no	DET
futech-440	287	8	potential	potential	ADJ
futech-440	287	9	conflict	conflict	NOUN
futech-440	287	10	of	of	ADP
futech-440	287	11	interest	interest	NOUN
futech-440	287	12	.	.	PUNCT
futech-440	288	1	references	reference	NOUN
futech-440	288	2	[	[	X
futech-440	288	3	1	1	NUM
futech-440	288	4	]	]	X
futech-440	288	5	entezami	entezami	NOUN
futech-440	288	6	,	,	PUNCT
futech-440	288	7	m.	m.	NOUN
futech-440	288	8	,	,	PUNCT
futech-440	288	9	basirat	basirat	PROPN
futech-440	288	10	,	,	PUNCT
futech-440	288	11	s.	s.	PROPN
futech-440	288	12	,	,	PUNCT
futech-440	288	13	moghaddami	moghaddami	PROPN
futech-440	288	14	,	,	PUNCT
futech-440	288	15	b.	b.	PROPN
futech-440	288	16	,	,	PUNCT
futech-440	288	17	bazmandeh	bazmandeh	PROPN
futech-440	288	18	,	,	PUNCT
futech-440	288	19	d.	d.	PROPN
futech-440	288	20	,	,	PUNCT
futech-440	288	21	&	&	CCONJ
futech-440	288	22	charkhian	charkhian	PROPN
futech-440	288	23	,	,	PUNCT
futech-440	288	24	d.	d.	PROPN
futech-440	288	25	(	(	PUNCT
futech-440	288	26	2025	2025	NUM
futech-440	288	27	)	)	PUNCT
futech-440	288	28	.	.	PUNCT
futech-440	289	1	examining	examine	VERB
futech-440	289	2	the	the	DET
futech-440	289	3	importance	importance	NOUN
futech-440	289	4	of	of	ADP
futech-440	289	5	ai	ai	NOUN
futech-440	289	6	-	-	PUNCT
futech-440	289	7	based	base	VERB
futech-440	289	8	criteria	criterion	NOUN
futech-440	289	9	in	in	ADP
futech-440	289	10	the	the	DET
futech-440	289	11	development	development	NOUN
futech-440	289	12	of	of	ADP
futech-440	289	13	the	the	DET
futech-440	289	14	digital	digital	ADJ
futech-440	289	15	economy	economy	NOUN
futech-440	289	16	:	:	PUNCT
futech-440	289	17	a	a	DET
futech-440	289	18	multi	multi	ADJ
futech-440	289	19	-	-	ADJ
futech-440	289	20	criteria	criterion	NOUN
futech-440	289	21	decision	decision	NOUN
futech-440	289	22	-	-	PUNCT
futech-440	289	23	making	make	VERB
futech-440	289	24	approach	approach	NOUN
futech-440	289	25	.	.	PUNCT
futech-440	290	1	journal	journal	NOUN
futech-440	290	2	of	of	ADP
futech-440	290	3	soft	soft	ADJ
futech-440	290	4	computing	computing	NOUN
futech-440	290	5	and	and	CCONJ
futech-440	290	6	decision	decision	NOUN
futech-440	290	7	analytics	analytic	NOUN
futech-440	290	8	,	,	PUNCT
futech-440	290	9	3(1	3(1	NUM
futech-440	290	10	)	)	PUNCT
futech-440	290	11	,	,	PUNCT
futech-440	290	12	72	72	NUM
futech-440	290	13	-	-	SYM
futech-440	290	14	95	95	NUM
futech-440	290	15	.	.	PUNCT
futech-440	291	1	doi	doi	NOUN
futech-440	291	2	:	:	PUNCT
futech-440	291	3	https://doi.org/10.31181/jscda31202555	https://doi.org/10.31181/jscda31202555	NOUN
futech-440	291	4	.	.	PUNCT
futech-440	292	1	[	[	X
futech-440	292	2	2	2	NUM
futech-440	292	3	]	]	X
futech-440	292	4	shahi	shahi	PROPN
futech-440	292	5	,	,	PUNCT
futech-440	292	6	c.	c.	PROPN
futech-440	292	7	,	,	PUNCT
futech-440	292	8	&	&	CCONJ
futech-440	292	9	sinha	sinha	PROPN
futech-440	292	10	,	,	PUNCT
futech-440	292	11	m.	m.	NOUN
futech-440	292	12	(	(	PUNCT
futech-440	292	13	2021	2021	NUM
futech-440	292	14	)	)	PUNCT
futech-440	292	15	.	.	PUNCT
futech-440	293	1	digital	digital	ADJ
futech-440	293	2	transformation	transformation	NOUN
futech-440	293	3	:	:	PUNCT
futech-440	293	4	challenges	challenge	NOUN
futech-440	293	5	faced	face	VERB
futech-440	293	6	by	by	ADP
futech-440	293	7	organizations	organization	NOUN
futech-440	293	8	and	and	CCONJ
futech-440	293	9	their	their	PRON
futech-440	293	10	potential	potential	ADJ
futech-440	293	11	solutions	solution	NOUN
futech-440	293	12	.	.	PUNCT
futech-440	294	1	international	international	ADJ
futech-440	294	2	journal	journal	PROPN
futech-440	294	3	of	of	ADP
futech-440	294	4	innovation	innovation	NOUN
futech-440	294	5	science	science	NOUN
futech-440	294	6	,	,	PUNCT
futech-440	294	7	13(1	13(1	NUM
futech-440	294	8	)	)	PUNCT
futech-440	294	9	,	,	PUNCT
futech-440	294	10	17	17	NUM
futech-440	294	11	-	-	SYM
futech-440	294	12	33	33	NUM
futech-440	294	13	.	.	PUNCT
futech-440	295	1	doi	doi	NOUN
futech-440	295	2	:	:	PUNCT
futech-440	295	3	https://doi.org/10.1111/caim.12414	https://doi.org/10.1111/caim.12414	NOUN
futech-440	295	4	.	.	PUNCT
futech-440	296	1	[	[	X
futech-440	296	2	3	3	NUM
futech-440	296	3	]	]	X
futech-440	296	4	onwujekwe	onwujekwe	ADJ
futech-440	296	5	,	,	PUNCT
futech-440	296	6	g.	g.	PROPN
futech-440	296	7	,	,	PUNCT
futech-440	296	8	&	&	CCONJ
futech-440	296	9	weistroffer	weistroffer	PROPN
futech-440	296	10	,	,	PUNCT
futech-440	296	11	h.	h.	PROPN
futech-440	296	12	r.	r.	PROPN
futech-440	296	13	(	(	PUNCT
futech-440	296	14	2025	2025	NUM
futech-440	296	15	)	)	PUNCT
futech-440	296	16	.	.	PUNCT
futech-440	297	1	intelligent	intelligent	ADJ
futech-440	297	2	decision	decision	NOUN
futech-440	297	3	support	support	NOUN
futech-440	297	4	systems	system	NOUN
futech-440	297	5	:	:	PUNCT
futech-440	297	6	an	an	DET
futech-440	297	7	analysis	analysis	NOUN
futech-440	297	8	of	of	ADP
futech-440	297	9	the	the	DET
futech-440	297	10	literature	literature	NOUN
futech-440	297	11	and	and	CCONJ
futech-440	297	12	a	a	DET
futech-440	297	13	framework	framework	NOUN
futech-440	297	14	for	for	ADP
futech-440	297	15	development	development	NOUN
futech-440	297	16	.	.	PUNCT
futech-440	298	1	information	information	NOUN
futech-440	298	2	systems	system	NOUN
futech-440	298	3	frontiers	frontier	NOUN
futech-440	298	4	,	,	PUNCT
futech-440	298	5	1	1	NUM
futech-440	298	6	-	-	SYM
futech-440	298	7	32	32	NUM
futech-440	298	8	.	.	PUNCT
futech-440	299	1	doi	doi	NOUN
futech-440	299	2	:	:	PUNCT
futech-440	299	3	https://doi.org/10.1007/s10796-024-10571-1	https://doi.org/10.1007/s10796-024-10571-1	NUM
futech-440	299	4	.	.	PUNCT
futech-440	300	1	[	[	X
futech-440	300	2	4	4	NUM
futech-440	300	3	]	]	X
futech-440	300	4	mohammed	mohamme	VERB
futech-440	300	5	-	-	PUNCT
futech-440	300	6	shittu	shittu	ADJ
futech-440	300	7	,	,	PUNCT
futech-440	300	8	n.	n.	NOUN
futech-440	300	9	(	(	PUNCT
futech-440	300	10	2025	2025	NUM
futech-440	300	11	)	)	PUNCT
futech-440	300	12	.	.	PUNCT
futech-440	301	1	artificial	artificial	ADJ
futech-440	301	2	intelligence	intelligence	NOUN
futech-440	301	3	(	(	PUNCT
futech-440	301	4	ai)-driven	ai)-driven	ADJ
futech-440	301	5	decision	decision	NOUN
futech-440	301	6	support	support	NOUN
futech-440	301	7	systems	system	NOUN
futech-440	301	8	for	for	ADP
futech-440	301	9	sustainable	sustainable	ADJ
futech-440	301	10	administration	administration	NOUN
futech-440	301	11	of	of	ADP
futech-440	301	12	public	public	ADJ
futech-440	301	13	universities	university	NOUN
futech-440	301	14	in	in	ADP
futech-440	301	15	rivers	river	NOUN
futech-440	301	16	state	state	PROPN
futech-440	301	17	,	,	PUNCT
futech-440	301	18	nigeria	nigeria	PROPN
futech-440	301	19	.	.	PUNCT
futech-440	302	1	international	international	ADJ
futech-440	302	2	journal	journal	PROPN
futech-440	302	3	of	of	ADP
futech-440	302	4	educational	educational	ADJ
futech-440	302	5	management	management	NOUN
futech-440	302	6	,	,	PUNCT
futech-440	302	7	rivers	river	NOUN
futech-440	302	8	state	state	PROPN
futech-440	302	9	university	university	PROPN
futech-440	302	10	.	.	PUNCT
futech-440	302	11	,	,	PUNCT
futech-440	302	12	1(2	1(2	NUM
futech-440	302	13	)	)	PUNCT
futech-440	302	14	,	,	PUNCT
futech-440	302	15	157	157	NUM
futech-440	302	16	-	-	SYM
futech-440	302	17	169	169	NUM
futech-440	302	18	.	.	PUNCT
futech-440	303	1	doi	doi	NOUN
futech-440	303	2	:	:	PUNCT
futech-440	303	3	https://ijedm.com/index.php/ijedm/article/view/52	https://ijedm.com/index.php/ijedm/article/view/52	PROPN
futech-440	303	4	.	.	PUNCT
futech-440	304	1	[	[	X
futech-440	304	2	5	5	NUM
futech-440	304	3	]	]	PUNCT
futech-440	304	4	shknai	shknai	ADJ
futech-440	304	5	,	,	PUNCT
futech-440	304	6	o.	o.	PROPN
futech-440	304	7	s.	s.	PROPN
futech-440	304	8	,	,	PUNCT
futech-440	304	9	nechyporuk	nechyporuk	PROPN
futech-440	304	10	,	,	PUNCT
futech-440	304	11	o.	o.	PROPN
futech-440	304	12	,	,	PUNCT
futech-440	304	13	nalapko	nalapko	PROPN
futech-440	304	14	,	,	PUNCT
futech-440	304	15	o.	o.	NOUN
futech-440	304	16	,	,	PUNCT
futech-440	304	17	buyalo	buyalo	NOUN
futech-440	304	18	,	,	PUNCT
futech-440	304	19	o.	o.	NOUN
futech-440	304	20	,	,	PUNCT
futech-440	304	21	&	&	CCONJ
futech-440	304	22	lyashenko	lyashenko	PROPN
futech-440	304	23	,	,	PUNCT
futech-440	304	24	a.	a.	NOUN
futech-440	304	25	(	(	PUNCT
futech-440	304	26	2025	2025	NUM
futech-440	304	27	)	)	PUNCT
futech-440	304	28	.	.	PUNCT
futech-440	305	1	a	a	DET
futech-440	305	2	set	set	NOUN
futech-440	305	3	of	of	ADP
futech-440	305	4	methods	method	NOUN
futech-440	305	5	for	for	ADP
futech-440	305	6	enhancing	enhance	VERB
futech-440	305	7	the	the	DET
futech-440	305	8	efficiency	efficiency	NOUN
futech-440	305	9	of	of	ADP
futech-440	305	10	information	information	NOUN
futech-440	305	11	processing	processing	NOUN
futech-440	305	12	in	in	ADP
futech-440	305	13	intelligent	intelligent	ADJ
futech-440	305	14	decision	decision	NOUN
futech-440	305	15	support	support	NOUN
futech-440	305	16	systems	system	NOUN
futech-440	305	17	.	.	PUNCT
futech-440	306	1	d29	d29	PROPN
futech-440	306	2	authors	author	NOUN
futech-440	306	3	:	:	PUNCT
futech-440	306	4	edited	edit	VERB
futech-440	306	5	by	by	ADP
futech-440	306	6	svitlana	svitlana	PROPN
futech-440	306	7	kashkevich	kashkevich	PROPN
futech-440	306	8	,	,	PUNCT
futech-440	306	9	62	62	NUM
futech-440	306	10	.	.	PUNCT
futech-440	307	1	doi	doi	NOUN
futech-440	307	2	:	:	PUNCT
futech-440	307	3	10.15587/978	10.15587/978	NUM
futech-440	307	4	-	-	SYM
futech-440	307	5	6178360	6178360	NUM
futech-440	307	6	-	-	PUNCT
futech-440	307	7	13	13	NUM
futech-440	307	8	-	-	PUNCT
futech-440	307	9	9.ch3	9.ch3	NOUN
futech-440	307	10	.	.	PUNCT
futech-440	308	1	[	[	X
futech-440	308	2	6	6	NUM
futech-440	308	3	]	]	SYM
futech-440	308	4	li	li	PROPN
futech-440	308	5	,	,	PUNCT
futech-440	308	6	t.	t.	PROPN
futech-440	308	7	,	,	PUNCT
futech-440	308	8	zheng	zheng	PROPN
futech-440	308	9	,	,	PUNCT
futech-440	308	10	m.	m.	NOUN
futech-440	308	11	,	,	PUNCT
futech-440	308	12	&	&	CCONJ
futech-440	308	13	zhou	zhou	PROPN
futech-440	308	14	,	,	PUNCT
futech-440	308	15	y.	y.	PROPN
futech-440	308	16	(	(	PUNCT
futech-440	308	17	2025	2025	NUM
futech-440	308	18	)	)	PUNCT
futech-440	308	19	.	.	PUNCT
futech-440	309	1	ltpnet	ltpnet	ADJ
futech-440	309	2	integration	integration	NOUN
futech-440	309	3	of	of	ADP
futech-440	309	4	deep	deep	ADJ
futech-440	309	5	learning	learning	NOUN
futech-440	309	6	and	and	CCONJ
futech-440	309	7	environmental	environmental	ADJ
futech-440	309	8	decision	decision	NOUN
futech-440	309	9	support	support	NOUN
futech-440	309	10	systems	system	NOUN
futech-440	309	11	for	for	ADP
futech-440	309	12	renewable	renewable	ADJ
futech-440	309	13	energy	energy	NOUN
futech-440	309	14	demand	demand	NOUN
futech-440	309	15	forecasting	forecasting	NOUN
futech-440	309	16	:	:	PUNCT
futech-440	309	17	deep	deep	ADJ
futech-440	309	18	learning	learning	NOUN
futech-440	309	19	for	for	ADP
futech-440	309	20	renewable	renewable	ADJ
futech-440	309	21	energy	energy	NOUN
futech-440	309	22	demand	demand	NOUN
futech-440	309	23	prediction	prediction	NOUN
futech-440	309	24	.	.	PUNCT
futech-440	310	1	journal	journal	NOUN
futech-440	310	2	of	of	ADP
futech-440	310	3	organizational	organizational	ADJ
futech-440	310	4	and	and	CCONJ
futech-440	310	5	end	end	VERB
futech-440	310	6	user	user	NOUN
futech-440	310	7	computing	computing	PROPN
futech-440	310	8	(	(	PUNCT
futech-440	310	9	joeuc	joeuc	PROPN
futech-440	310	10	)	)	PUNCT
futech-440	310	11	,	,	PUNCT
futech-440	310	12	37(1	37(1	NUM
futech-440	310	13	)	)	PUNCT
futech-440	310	14	,	,	PUNCT
futech-440	310	15	1	1	NUM
futech-440	310	16	-	-	SYM
futech-440	310	17	29	29	NUM
futech-440	310	18	.	.	PUNCT
futech-440	311	1	doi	doi	NOUN
futech-440	311	2	:	:	PUNCT
futech-440	311	3	10.4018	10.4018	NUM
futech-440	311	4	/	/	SYM
futech-440	311	5	joeuc.370005	joeuc.370005	PROPN
futech-440	311	6	.	.	PUNCT
futech-440	312	1	[	[	X
futech-440	312	2	7	7	NUM
futech-440	312	3	]	]	X
futech-440	312	4	majnoor	majnoor	NOUN
futech-440	312	5	,	,	PUNCT
futech-440	312	6	n.	n.	NOUN
futech-440	312	7	,	,	PUNCT
futech-440	312	8	&	&	CCONJ
futech-440	312	9	vinayagam	vinayagam	PROPN
futech-440	312	10	,	,	PUNCT
futech-440	312	11	k.	k.	PROPN
futech-440	312	12	(	(	PUNCT
futech-440	312	13	2023	2023	NUM
futech-440	312	14	)	)	PUNCT
futech-440	312	15	.	.	PUNCT
futech-440	313	1	the	the	DET
futech-440	313	2	ascendency	ascendency	NOUN
futech-440	313	3	of	of	ADP
futech-440	313	4	the	the	DET
futech-440	313	5	paradigm	paradigm	NOUN
futech-440	313	6	shift	shift	NOUN
futech-440	313	7	from	from	ADP
futech-440	313	8	organizational	organizational	ADJ
futech-440	313	9	change	change	NOUN
futech-440	313	10	management	management	NOUN
futech-440	313	11	to	to	PART
futech-440	313	12	change	change	VERB
futech-440	313	13	agility	agility	NOUN
futech-440	313	14	.	.	PUNCT
futech-440	314	1	international	international	ADJ
futech-440	314	2	journal	journal	PROPN
futech-440	314	3	of	of	ADP
futech-440	314	4	professional	professional	PROPN
futech-440	314	5	business	business	PROPN
futech-440	314	6	review	review	PROPN
futech-440	314	7	:	:	PUNCT
futech-440	314	8	int	int	NOUN
futech-440	314	9	.	.	PUNCT
futech-440	315	1	j.	j.	PROPN
futech-440	315	2	prof	prof	PROPN
futech-440	315	3	.	.	PUNCT
futech-440	316	1	bus	bus	PROPN
futech-440	316	2	.	.	PUNCT
futech-440	317	1	rev	rev	PROPN
futech-440	317	2	.	.	PROPN
futech-440	317	3	,	,	PUNCT
futech-440	317	4	8(4	8(4	NUM
futech-440	317	5	)	)	PUNCT
futech-440	317	6	,	,	PUNCT
futech-440	317	7	19	19	NUM
futech-440	317	8	.	.	PUNCT
futech-440	317	9	doi	doi	PROPN
futech-440	317	10	:	:	PUNCT
futech-440	317	11	https://doi.org/10.26668/businessreview/2023.v8i4	https://doi.org/10.26668/businessreview/2023.v8i4	NOUN
futech-440	317	12	.	.	PUNCT
futech-440	318	1	1151	1151	NUM
futech-440	318	2	.	.	PUNCT
futech-440	319	1	[	[	X
futech-440	319	2	8	8	NUM
futech-440	319	3	]	]	SYM
futech-440	319	4	passiante	passiante	NOUN
futech-440	319	5	,	,	PUNCT
futech-440	319	6	g.	g.	PROPN
futech-440	319	7	,	,	PUNCT
futech-440	319	8	&	&	CCONJ
futech-440	319	9	ruggiero	ruggiero	PROPN
futech-440	319	10	,	,	PUNCT
futech-440	319	11	g.	g.	PROPN
futech-440	319	12	(	(	PUNCT
futech-440	319	13	2025	2025	NUM
futech-440	319	14	)	)	PUNCT
futech-440	319	15	.	.	PUNCT
futech-440	320	1	an	an	DET
futech-440	320	2	innovative	innovative	ADJ
futech-440	320	3	management	management	NOUN
futech-440	320	4	in	in	ADP
futech-440	320	5	the	the	DET
futech-440	320	6	digital	digital	ADJ
futech-440	320	7	economy	economy	NOUN
futech-440	320	8	:	:	PUNCT
futech-440	320	9	the	the	DET
futech-440	320	10	cnr	cnr	PROPN
futech-440	320	11	case	case	NOUN
futech-440	320	12	study	study	NOUN
futech-440	320	13	.	.	PUNCT
futech-440	321	1	in	in	ADP
futech-440	321	2	digital	digital	ADJ
futech-440	321	3	innovation	innovation	NOUN
futech-440	321	4	management	management	NOUN
futech-440	321	5	:	:	PUNCT
futech-440	321	6	people	people	NOUN
futech-440	321	7	,	,	PUNCT
futech-440	321	8	process	process	NOUN
futech-440	321	9	,	,	PUNCT
futech-440	321	10	platforms	platform	NOUN
futech-440	321	11	and	and	CCONJ
futech-440	321	12	policy	policy	NOUN
futech-440	321	13	(	(	PUNCT
futech-440	321	14	pp	pp	ADJ
futech-440	321	15	.	.	PUNCT
futech-440	321	16	1	1	NUM
futech-440	321	17	-	-	SYM
futech-440	321	18	20	20	NUM
futech-440	321	19	)	)	PUNCT
futech-440	321	20	.	.	PUNCT
futech-440	322	1	cham	cham	PROPN
futech-440	322	2	:	:	PUNCT
futech-440	322	3	springer	springer	NOUN
futech-440	322	4	nature	nature	PROPN
futech-440	322	5	switzerland	switzerland	PROPN
futech-440	322	6	.	.	PUNCT
futech-440	323	1	doi	doi	PROPN
futech-440	323	2	:	:	PUNCT
futech-440	323	3	https://doi.org/10.1007/978-3-031-80426-7_1	https://doi.org/10.1007/978-3-031-80426-7_1	X
futech-440	323	4	.	.	PUNCT
futech-440	324	1	[	[	X
futech-440	324	2	9	9	NUM
futech-440	324	3	]	]	PUNCT
futech-440	324	4	shah	shah	NOUN
futech-440	324	5	,	,	PUNCT
futech-440	324	6	n.	n.	NOUN
futech-440	324	7	,	,	PUNCT
futech-440	324	8	zehri	zehri	PROPN
futech-440	324	9	,	,	PUNCT
futech-440	324	10	a.	a.	PROPN
futech-440	324	11	w.	w.	PROPN
futech-440	324	12	,	,	PUNCT
futech-440	324	13	saraih	saraih	NOUN
futech-440	324	14	,	,	PUNCT
futech-440	324	15	u.	u.	PROPN
futech-440	324	16	n.	n.	PROPN
futech-440	324	17	,	,	PUNCT
futech-440	324	18	abdelwahed	abdelwahe	VERB
futech-440	324	19	,	,	PUNCT
futech-440	324	20	n.	n.	PROPN
futech-440	324	21	a.	a.	PROPN
futech-440	324	22	a.	a.	PROPN
futech-440	324	23	,	,	PUNCT
futech-440	324	24	&	&	CCONJ
futech-440	324	25	soomro	soomro	PROPN
futech-440	324	26	,	,	PUNCT
futech-440	324	27	b.	b.	PROPN
futech-440	324	28	a.	a.	PROPN
futech-440	324	29	(	(	PUNCT
futech-440	324	30	2024	2024	NUM
futech-440	324	31	)	)	PUNCT
futech-440	324	32	.	.	PUNCT
futech-440	325	1	the	the	DET
futech-440	325	2	role	role	NOUN
futech-440	325	3	of	of	ADP
futech-440	325	4	digital	digital	ADJ
futech-440	325	5	technology	technology	NOUN
futech-440	325	6	and	and	CCONJ
futech-440	325	7	digital	digital	ADJ
futech-440	325	8	innovation	innovation	NOUN
futech-440	325	9	towards	towards	ADP
futech-440	325	10	firm	firm	ADJ
futech-440	325	11	performance	performance	NOUN
futech-440	325	12	in	in	ADP
futech-440	325	13	a	a	DET
futech-440	325	14	digital	digital	ADJ
futech-440	325	15	economy	economy	NOUN
futech-440	325	16	.	.	PUNCT
futech-440	326	1	kybernetes	kybernete	NOUN
futech-440	326	2	,	,	PUNCT
futech-440	326	3	53(2	53(2	NUM
futech-440	326	4	)	)	PUNCT
futech-440	326	5	,	,	PUNCT
futech-440	326	6	620	620	NUM
futech-440	326	7	-	-	SYM
futech-440	326	8	644	644	NUM
futech-440	326	9	.	.	PUNCT
futech-440	327	1	doi	doi	NOUN
futech-440	327	2	:	:	PUNCT
futech-440	327	3	https://doi.org/10.1108/k-01-20230124	https://doi.org/10.1108/k-01-20230124	NOUN
futech-440	327	4	.	.	PUNCT
futech-440	328	1	[	[	X
futech-440	328	2	10	10	NUM
futech-440	328	3	]	]	X
futech-440	328	4	silva	silva	PROPN
futech-440	328	5	,	,	PUNCT
futech-440	328	6	d.	d.	PROPN
futech-440	328	7	c.	c.	PROPN
futech-440	328	8	,	,	PUNCT
futech-440	328	9	ferreira	ferreira	PROPN
futech-440	328	10	,	,	PUNCT
futech-440	328	11	f.	f.	PROPN
futech-440	328	12	a.	a.	PROPN
futech-440	328	13	,	,	PUNCT
futech-440	328	14	milici	milici	PROPN
futech-440	328	15	,	,	PUNCT
futech-440	328	16	a.	a.	PROPN
futech-440	328	17	,	,	PUNCT
futech-440	328	18	ferreira	ferreira	PROPN
futech-440	328	19	,	,	PUNCT
futech-440	328	20	j.	j.	PROPN
futech-440	328	21	j.	j.	PROPN
futech-440	328	22	,	,	PUNCT
futech-440	328	23	&	&	CCONJ
futech-440	328	24	ferreira	ferreira	PROPN
futech-440	328	25	,	,	PUNCT
futech-440	328	26	n.	n.	PROPN
futech-440	328	27	c.	c.	PROPN
futech-440	328	28	(	(	PUNCT
futech-440	328	29	2025	2025	NUM
futech-440	328	30	)	)	PUNCT
futech-440	328	31	.	.	PUNCT
futech-440	329	1	business	business	NOUN
futech-440	329	2	transformation	transformation	NOUN
futech-440	329	3	processes	process	NOUN
futech-440	329	4	and	and	CCONJ
futech-440	329	5	society	society	NOUN
futech-440	329	6	5.0	5.0	NUM
futech-440	329	7	:	:	PUNCT
futech-440	329	8	opportunities	opportunity	NOUN
futech-440	329	9	and	and	CCONJ
futech-440	329	10	challenges	challenge	NOUN
futech-440	329	11	.	.	PUNCT
futech-440	330	1	management	management	NOUN
futech-440	330	2	decision	decision	NOUN
futech-440	330	3	.	.	PUNCT
futech-440	331	1	doi	doi	NOUN
futech-440	331	2	:	:	PUNCT
futech-440	331	3	https://doi.org/10.1108/md-05-2024-1209	https://doi.org/10.1108/md-05-2024-1209	VERB
futech-440	331	4	.	.	PUNCT
futech-440	332	1	[	[	X
futech-440	332	2	11	11	NUM
futech-440	332	3	]	]	X
futech-440	332	4	lv	lv	PROPN
futech-440	332	5	,	,	PUNCT
futech-440	332	6	b.	b.	PROPN
futech-440	332	7	,	,	PUNCT
futech-440	332	8	deng	deng	PROPN
futech-440	332	9	,	,	PUNCT
futech-440	332	10	y.	y.	PROPN
futech-440	332	11	,	,	PUNCT
futech-440	332	12	meng	meng	PROPN
futech-440	332	13	,	,	PUNCT
futech-440	332	14	w.	w.	PROPN
futech-440	332	15	,	,	PUNCT
futech-440	332	16	wang	wang	PROPN
futech-440	332	17	,	,	PUNCT
futech-440	332	18	z.	z.	PROPN
futech-440	332	19	,	,	PUNCT
futech-440	332	20	&	&	CCONJ
futech-440	332	21	tang	tang	PROPN
futech-440	332	22	,	,	PUNCT
futech-440	332	23	t.	t.	PROPN
futech-440	332	24	(	(	PUNCT
futech-440	332	25	2024	2024	NUM
futech-440	332	26	)	)	PUNCT
futech-440	332	27	.	.	PUNCT
futech-440	333	1	research	research	NOUN
futech-440	333	2	on	on	ADP
futech-440	333	3	digital	digital	ADJ
futech-440	333	4	intelligence	intelligence	NOUN
futech-440	333	5	business	business	NOUN
futech-440	333	6	model	model	NOUN
futech-440	333	7	based	base	VERB
futech-440	333	8	on	on	ADP
futech-440	333	9	artificial	artificial	ADJ
futech-440	333	10	intelligence	intelligence	NOUN
futech-440	333	11	in	in	ADP
futech-440	333	12	post	post	ADJ
futech-440	333	13	-	-	ADJ
futech-440	333	14	epidemic	epidemic	ADJ
futech-440	333	15	era	era	NOUN
futech-440	333	16	.	.	PUNCT
futech-440	334	1	management	management	NOUN
futech-440	334	2	decision	decision	NOUN
futech-440	334	3	,	,	PUNCT
futech-440	334	4	62(9	62(9	NUM
futech-440	334	5	)	)	PUNCT
futech-440	334	6	,	,	PUNCT
futech-440	334	7	2937	2937	NUM
futech-440	334	8	-	-	SYM
futech-440	334	9	2957	2957	NUM
futech-440	334	10	.	.	PUNCT
futech-440	335	1	doi	doi	NOUN
futech-440	335	2	:	:	PUNCT
futech-440	335	3	https://doi.org/10.1108/md-11-2022-1548	https://doi.org/10.1108/md-11-2022-1548	X
futech-440	335	4	.	.	PUNCT
futech-440	336	1	[	[	X
futech-440	336	2	12	12	NUM
futech-440	336	3	]	]	X
futech-440	336	4	leong	leong	PROPN
futech-440	336	5	,	,	PUNCT
futech-440	336	6	l.	l.	PROPN
futech-440	336	7	y.	y.	PROPN
futech-440	336	8	,	,	PUNCT
futech-440	336	9	hew	hew	VERB
futech-440	336	10	,	,	PUNCT
futech-440	336	11	t.	t.	PROPN
futech-440	336	12	s.	s.	PROPN
futech-440	336	13	,	,	PUNCT
futech-440	336	14	ooi	ooi	PROPN
futech-440	336	15	,	,	PUNCT
futech-440	336	16	k.	k.	PROPN
futech-440	336	17	b.	b.	PROPN
futech-440	336	18	,	,	PUNCT
futech-440	336	19	&	&	CCONJ
futech-440	336	20	chau	chau	PROPN
futech-440	336	21	,	,	PUNCT
futech-440	336	22	p.	p.	NOUN
futech-440	336	23	y.	y.	PROPN
futech-440	337	1	(	(	PUNCT
futech-440	337	2	2024	2024	NUM
futech-440	337	3	)	)	PUNCT
futech-440	337	4	.	.	PUNCT
futech-440	338	1	“	"	PUNCT
futech-440	338	2	to	to	PART
futech-440	338	3	share	share	VERB
futech-440	338	4	or	or	CCONJ
futech-440	338	5	not	not	PART
futech-440	338	6	to	to	PART
futech-440	338	7	share?”–a	share?”–a	VERB
futech-440	338	8	hybrid	hybrid	ADJ
futech-440	338	9	sem	sem	PROPN
futech-440	338	10	-	-	PUNCT
futech-440	338	11	ann	ann	PROPN
futech-440	338	12	-	-	PUNCT
futech-440	338	13	nca	nca	PROPN
futech-440	338	14	study	study	NOUN
futech-440	338	15	of	of	ADP
futech-440	338	16	the	the	DET
futech-440	338	17	enablers	enabler	NOUN
futech-440	338	18	and	and	CCONJ
futech-440	338	19	enhancers	enhancer	NOUN
futech-440	338	20	for	for	ADP
futech-440	338	21	mobile	mobile	ADJ
futech-440	338	22	sharing	sharing	NOUN
futech-440	338	23	economy	economy	NOUN
futech-440	338	24	.	.	PUNCT
futech-440	339	1	decision	decision	NOUN
futech-440	339	2	support	support	NOUN
futech-440	339	3	systems	system	NOUN
futech-440	339	4	,	,	PUNCT
futech-440	339	5	180	180	NUM
futech-440	339	6	,	,	PUNCT
futech-440	339	7	114185	114185	NUM
futech-440	339	8	.	.	PUNCT
futech-440	340	1	doi	doi	NOUN
futech-440	340	2	:	:	PUNCT
futech-440	340	3	https://doi.org/10.1016/j.dss.2024.114185	https://doi.org/10.1016/j.dss.2024.114185	PROPN
futech-440	340	4	.	.	PUNCT
futech-440	341	1	[	[	X
futech-440	341	2	13	13	NUM
futech-440	341	3	]	]	SYM
futech-440	341	4	kayvanfar	kayvanfar	NOUN
futech-440	341	5	,	,	PUNCT
futech-440	341	6	v.	v.	ADV
futech-440	341	7	,	,	PUNCT
futech-440	341	8	elomri	elomri	ADJ
futech-440	341	9	,	,	PUNCT
futech-440	341	10	a.	a.	NOUN
futech-440	341	11	,	,	PUNCT
futech-440	341	12	kerbache	kerbache	PROPN
futech-440	341	13	,	,	PUNCT
futech-440	341	14	l.	l.	PROPN
futech-440	341	15	,	,	PUNCT
futech-440	341	16	vandchali	vandchali	PROPN
futech-440	341	17	,	,	PUNCT
futech-440	341	18	h.	h.	PROPN
futech-440	341	19	r.	r.	PROPN
futech-440	341	20	,	,	PUNCT
futech-440	341	21	&	&	CCONJ
futech-440	341	22	el	el	PROPN
futech-440	341	23	omri	omri	PROPN
futech-440	341	24	,	,	PUNCT
futech-440	341	25	a.	a.	NOUN
futech-440	341	26	(	(	PUNCT
futech-440	341	27	2024	2024	NUM
futech-440	341	28	)	)	PUNCT
futech-440	341	29	.	.	PUNCT
futech-440	342	1	a	a	DET
futech-440	342	2	review	review	NOUN
futech-440	342	3	of	of	ADP
futech-440	342	4	decision	decision	NOUN
futech-440	342	5	support	support	NOUN
futech-440	342	6	systems	system	NOUN
futech-440	342	7	in	in	ADP
futech-440	342	8	the	the	DET
futech-440	342	9	internet	internet	NOUN
futech-440	342	10	of	of	ADP
futech-440	342	11	things	thing	NOUN
futech-440	342	12	and	and	CCONJ
futech-440	342	13	supply	supply	VERB
futech-440	342	14	chain	chain	NOUN
futech-440	342	15	and	and	CCONJ
futech-440	342	16	logistics	logistic	NOUN
futech-440	342	17	using	use	VERB
futech-440	342	18	web	web	NOUN
futech-440	342	19	content	content	NOUN
futech-440	342	20	mining	mining	NOUN
futech-440	342	21	.	.	PUNCT
futech-440	343	1	supply	supply	NOUN
futech-440	343	2	chain	chain	NOUN
futech-440	343	3	analytics	analytic	NOUN
futech-440	343	4	,	,	PUNCT
futech-440	343	5	100063	100063	NUM
futech-440	343	6	.	.	PUNCT
futech-440	344	1	doi	doi	NOUN
futech-440	344	2	:	:	PUNCT
futech-440	344	3	https://doi.org/10.1016/j.sca.2024.100063	https://doi.org/10.1016/j.sca.2024.100063	PROPN
futech-440	344	4	.	.	PUNCT
futech-440	345	1	[	[	X
futech-440	345	2	14	14	NUM
futech-440	345	3	]	]	PUNCT
futech-440	345	4	waqar	waqar	PROPN
futech-440	345	5	,	,	PUNCT
futech-440	345	6	a.	a.	NOUN
futech-440	345	7	(	(	PUNCT
futech-440	345	8	2024	2024	NUM
futech-440	345	9	)	)	PUNCT
futech-440	345	10	.	.	PUNCT
futech-440	346	1	intelligent	intelligent	ADJ
futech-440	346	2	decision	decision	NOUN
futech-440	346	3	support	support	NOUN
futech-440	346	4	systems	system	NOUN
futech-440	346	5	in	in	ADP
futech-440	346	6	construction	construction	NOUN
futech-440	346	7	engineering	engineering	NOUN
futech-440	346	8	:	:	PUNCT
futech-440	346	9	an	an	DET
futech-440	346	10	artificial	artificial	ADJ
futech-440	346	11	intelligence	intelligence	NOUN
futech-440	346	12	and	and	CCONJ
futech-440	346	13	machine	machine	NOUN
futech-440	346	14	learning	learning	NOUN
futech-440	346	15	approaches	approach	NOUN
futech-440	346	16	.	.	PUNCT
futech-440	347	1	expert	expert	NOUN
futech-440	347	2	systems	system	NOUN
futech-440	347	3	with	with	ADP
futech-440	347	4	applications	application	NOUN
futech-440	347	5	,	,	PUNCT
futech-440	347	6	249	249	NUM
futech-440	347	7	,	,	PUNCT
futech-440	347	8	123503	123503	NUM
futech-440	347	9	.	.	PUNCT
futech-440	348	1	doi	doi	NOUN
futech-440	348	2	:	:	PUNCT
futech-440	348	3	https://doi.org/10.1016/j.eswa.2024.123503	https://doi.org/10.1016/j.eswa.2024.123503	ADJ
futech-440	348	4	.	.	PUNCT
futech-440	349	1	[	[	X
futech-440	349	2	15	15	NUM
futech-440	349	3	]	]	X
futech-440	349	4	ataei	ataei	NOUN
futech-440	349	5	,	,	PUNCT
futech-440	349	6	p.	p.	NOUN
futech-440	349	7	,	,	PUNCT
futech-440	349	8	takhtravan	takhtravan	PROPN
futech-440	349	9	,	,	PUNCT
futech-440	349	10	a.	a.	NOUN
futech-440	349	11	,	,	PUNCT
futech-440	349	12	gheibi	gheibi	NOUN
futech-440	349	13	,	,	PUNCT
futech-440	349	14	m.	m.	NOUN
futech-440	349	15	,	,	PUNCT
futech-440	349	16	chahkandi	chahkandi	PROPN
futech-440	349	17	,	,	PUNCT
futech-440	349	18	b.	b.	PROPN
futech-440	349	19	,	,	PUNCT
futech-440	349	20	faramarz	faramarz	PROPN
futech-440	349	21	,	,	PUNCT
futech-440	349	22	m.	m.	NOUN
futech-440	349	23	g.	g.	PROPN
futech-440	349	24	,	,	PUNCT
futech-440	349	25	wacławek	wacławek	PROPN
futech-440	349	26	,	,	PUNCT
futech-440	349	27	s.	s.	PROPN
futech-440	349	28	,	,	PUNCT
futech-440	349	29	...	...	PUNCT
futech-440	349	30	&	&	CCONJ
futech-440	349	31	behzadian	behzadian	PROPN
futech-440	349	32	,	,	PUNCT
futech-440	349	33	k.	k.	PROPN
futech-440	349	34	(	(	PUNCT
futech-440	349	35	2024	2024	NUM
futech-440	349	36	)	)	PUNCT
futech-440	349	37	.	.	PUNCT
futech-440	350	1	an	an	DET
futech-440	350	2	intelligent	intelligent	ADJ
futech-440	350	3	decision	decision	NOUN
futech-440	350	4	support	support	NOUN
futech-440	350	5	system	system	NOUN
futech-440	350	6	for	for	ADP
futech-440	350	7	groundwater	groundwater	NOUN
futech-440	350	8	supply	supply	NOUN
futech-440	350	9	management	management	NOUN
futech-440	350	10	and	and	CCONJ
futech-440	350	11	electromechanical	electromechanical	ADJ
futech-440	350	12	infrastructure	infrastructure	NOUN
futech-440	350	13	controls	control	NOUN
futech-440	350	14	.	.	PUNCT
futech-440	351	1	heliyon	heliyon	NOUN
futech-440	351	2	,	,	PUNCT
futech-440	351	3	10(3	10(3	NUM
futech-440	351	4	)	)	PUNCT
futech-440	351	5	.	.	PUNCT
futech-440	352	1	doi	doi	NOUN
futech-440	352	2	:	:	PUNCT
futech-440	352	3	10.1016	10.1016	NUM
futech-440	352	4	/	/	SYM
futech-440	352	5	j.heliyon.2024.e25036	j.heliyon.2024.e25036	NOUN
futech-440	352	6	external	external	ADJ
futech-440	352	7	link	link	NOUN
futech-440	352	8	.	.	PUNCT
futech-440	353	1	[	[	X
futech-440	353	2	16	16	NUM
futech-440	353	3	]	]	X
futech-440	353	4	ge	ge	PROPN
futech-440	353	5	,	,	PUNCT
futech-440	353	6	y.	y.	PROPN
futech-440	353	7	,	,	PUNCT
futech-440	353	8	xia	xia	PROPN
futech-440	353	9	,	,	PUNCT
futech-440	353	10	y.	y.	PROPN
futech-440	353	11	,	,	PUNCT
futech-440	353	12	&	&	CCONJ
futech-440	353	13	wang	wang	PROPN
futech-440	353	14	,	,	PUNCT
futech-440	353	15	t.	t.	PROPN
futech-440	353	16	(	(	PUNCT
futech-440	353	17	2024	2024	NUM
futech-440	353	18	)	)	PUNCT
futech-440	353	19	.	.	PUNCT
futech-440	354	1	digital	digital	ADJ
futech-440	354	2	economy	economy	NOUN
futech-440	354	3	,	,	PUNCT
futech-440	354	4	data	datum	NOUN
futech-440	354	5	resources	resource	NOUN
futech-440	354	6	and	and	CCONJ
futech-440	354	7	enterprise	enterprise	NOUN
futech-440	354	8	green	green	ADJ
futech-440	354	9	technology	technology	NOUN
futech-440	354	10	innovation	innovation	NOUN
futech-440	354	11	:	:	PUNCT
futech-440	354	12	evidence	evidence	NOUN
futech-440	354	13	from	from	ADP
futech-440	354	14	a	a	PRON
futech-440	354	15	-	-	PUNCT
futech-440	354	16	listed	list	VERB
futech-440	354	17	chinese	chinese	ADJ
futech-440	354	18	firms	firm	NOUN
futech-440	354	19	.	.	PUNCT
futech-440	355	1	resources	resource	NOUN
futech-440	355	2	policy	policy	NOUN
futech-440	355	3	,	,	PUNCT
futech-440	355	4	92	92	NUM
futech-440	355	5	,	,	PUNCT
futech-440	355	6	105035	105035	NUM
futech-440	355	7	.	.	PUNCT
futech-440	356	1	doi	doi	NOUN
futech-440	356	2	:	:	PUNCT
futech-440	356	3	https://doi.org/10.1016/j.resourpol.2024.105035	https://doi.org/10.1016/j.resourpol.2024.105035	PROPN
futech-440	356	4	.	.	PUNCT
futech-440	357	1	[	[	X
futech-440	357	2	17	17	NUM
futech-440	357	3	]	]	PUNCT
futech-440	357	4	raihan	raihan	NOUN
futech-440	357	5	,	,	PUNCT
futech-440	357	6	a.	a.	NOUN
futech-440	357	7	(	(	PUNCT
futech-440	357	8	2024	2024	NUM
futech-440	357	9	)	)	PUNCT
futech-440	357	10	.	.	PUNCT
futech-440	358	1	a	a	DET
futech-440	358	2	review	review	NOUN
futech-440	358	3	of	of	ADP
futech-440	358	4	the	the	DET
futech-440	358	5	potential	potential	ADJ
futech-440	358	6	opportunities	opportunity	NOUN
futech-440	358	7	and	and	CCONJ
futech-440	358	8	challenges	challenge	NOUN
futech-440	358	9	of	of	ADP
futech-440	358	10	the	the	DET
futech-440	358	11	digital	digital	ADJ
futech-440	358	12	economy	economy	NOUN
futech-440	358	13	for	for	ADP
futech-440	358	14	sustainability	sustainability	NOUN
futech-440	358	15	.	.	PUNCT
futech-440	359	1	innovation	innovation	NOUN
futech-440	359	2	and	and	CCONJ
futech-440	359	3	green	green	ADJ
futech-440	359	4	development	development	NOUN
futech-440	359	5	,	,	PUNCT
futech-440	359	6	kexin	kexin	PROPN
futech-440	359	7	zhang	zhang	PROPN
futech-440	359	8	/future	/future	PROPN
futech-440	359	9	technology	technology	PROPN
futech-440	359	10	november	november	PROPN
futech-440	359	11	2025|	2025|	NUM
futech-440	359	12	volume	volume	NOUN
futech-440	359	13	04	04	NUM
futech-440	360	1	|	|	ADV
futech-440	360	2	issue	issue	VERB
futech-440	360	3	04	04	NUM
futech-440	361	1	|	|	CCONJ
futech-440	361	2	pages	page	VERB
futech-440	361	3	128	128	NUM
futech-440	361	4	-	-	SYM
futech-440	361	5	137	137	NUM
futech-440	361	6	137	137	NUM
futech-440	361	7	3(4	3(4	NUM
futech-440	361	8	)	)	PUNCT
futech-440	361	9	,	,	PUNCT
futech-440	361	10	100174	100174	NUM
futech-440	361	11	.	.	PUNCT
futech-440	362	1	doi	doi	NOUN
futech-440	362	2	:	:	PUNCT
futech-440	362	3	https://doi.org/10.1016/j.igd.2024.100174	https://doi.org/10.1016/j.igd.2024.100174	PROPN
futech-440	362	4	.	.	PUNCT
futech-440	363	1	[	[	X
futech-440	363	2	18	18	NUM
futech-440	363	3	]	]	PUNCT
futech-440	363	4	javaid	javaid	NOUN
futech-440	363	5	,	,	PUNCT
futech-440	363	6	m.	m.	NOUN
futech-440	363	7	,	,	PUNCT
futech-440	363	8	haleem	haleem	PROPN
futech-440	363	9	,	,	PUNCT
futech-440	363	10	a.	a.	PROPN
futech-440	363	11	,	,	PUNCT
futech-440	363	12	singh	singh	PROPN
futech-440	363	13	,	,	PUNCT
futech-440	363	14	r.	r.	PROPN
futech-440	363	15	p.	p.	PROPN
futech-440	363	16	,	,	PUNCT
futech-440	363	17	&	&	CCONJ
futech-440	363	18	sinha	sinha	PROPN
futech-440	363	19	,	,	PUNCT
futech-440	363	20	a.	a.	PROPN
futech-440	363	21	k.	k.	PROPN
futech-440	363	22	(	(	PUNCT
futech-440	363	23	2024	2024	NUM
futech-440	363	24	)	)	PUNCT
futech-440	363	25	.	.	PUNCT
futech-440	364	1	digital	digital	ADJ
futech-440	364	2	economy	economy	NOUN
futech-440	364	3	to	to	PART
futech-440	364	4	improve	improve	VERB
futech-440	364	5	the	the	DET
futech-440	364	6	culture	culture	NOUN
futech-440	364	7	of	of	ADP
futech-440	364	8	industry	industry	NOUN
futech-440	364	9	4.0	4.0	NUM
futech-440	364	10	:	:	PUNCT
futech-440	364	11	a	a	DET
futech-440	364	12	study	study	NOUN
futech-440	364	13	on	on	ADP
futech-440	364	14	features	feature	NOUN
futech-440	364	15	,	,	PUNCT
futech-440	364	16	implementation	implementation	NOUN
futech-440	364	17	and	and	CCONJ
futech-440	364	18	challenges	challenge	NOUN
futech-440	364	19	.	.	PUNCT
futech-440	365	1	green	green	ADJ
futech-440	365	2	technologies	technology	NOUN
futech-440	365	3	and	and	CCONJ
futech-440	365	4	sustainability	sustainability	NOUN
futech-440	365	5	,	,	PUNCT
futech-440	365	6	100083	100083	NUM
futech-440	365	7	.	.	PUNCT
futech-440	366	1	doi	doi	NOUN
futech-440	366	2	:	:	PUNCT
futech-440	366	3	https://doi.org/10.1016/j.grets.2024.100083	https://doi.org/10.1016/j.grets.2024.100083	PROPN
futech-440	366	4	.	.	PUNCT
futech-440	367	1	[	[	X
futech-440	367	2	19	19	NUM
futech-440	367	3	]	]	X
futech-440	367	4	sadeghi	sadeghi	PROPN
futech-440	367	5	,	,	PUNCT
futech-440	367	6	k.	k.	PROPN
futech-440	367	7	,	,	PUNCT
futech-440	367	8	ojha	ojha	PROPN
futech-440	367	9	,	,	PUNCT
futech-440	367	10	d.	d.	PROPN
futech-440	367	11	,	,	PUNCT
futech-440	367	12	kaur	kaur	PROPN
futech-440	367	13	,	,	PUNCT
futech-440	367	14	p.	p.	PROPN
futech-440	367	15	,	,	PUNCT
futech-440	367	16	mahto	mahto	PROPN
futech-440	367	17	,	,	PUNCT
futech-440	367	18	r.	r.	PROPN
futech-440	367	19	v.	v.	PROPN
futech-440	367	20	,	,	PUNCT
futech-440	367	21	&	&	CCONJ
futech-440	367	22	dhir	dhir	PROPN
futech-440	367	23	,	,	PUNCT
futech-440	367	24	a.	a.	NOUN
futech-440	367	25	(	(	PUNCT
futech-440	367	26	2024	2024	NUM
futech-440	367	27	)	)	PUNCT
futech-440	367	28	.	.	PUNCT
futech-440	368	1	explainable	explainable	ADJ
futech-440	368	2	artificial	artificial	ADJ
futech-440	368	3	intelligence	intelligence	NOUN
futech-440	368	4	and	and	CCONJ
futech-440	368	5	agile	agile	ADJ
futech-440	368	6	decision	decision	NOUN
futech-440	368	7	-	-	PUNCT
futech-440	368	8	making	making	NOUN
futech-440	368	9	in	in	ADP
futech-440	368	10	supply	supply	NOUN
futech-440	368	11	chain	chain	NOUN
futech-440	368	12	cyber	cyber	NOUN
futech-440	368	13	resilience	resilience	NOUN
futech-440	368	14	.	.	PUNCT
futech-440	369	1	decision	decision	NOUN
futech-440	369	2	support	support	NOUN
futech-440	369	3	systems	system	NOUN
futech-440	369	4	,	,	PUNCT
futech-440	369	5	180	180	NUM
futech-440	369	6	,	,	PUNCT
futech-440	369	7	114194	114194	NUM
futech-440	369	8	.	.	PUNCT
futech-440	370	1	doi	doi	NOUN
futech-440	370	2	:	:	PUNCT
futech-440	370	3	https://doi.org/10.1016/j.dss.2024.114194	https://doi.org/10.1016/j.dss.2024.114194	PROPN
futech-440	370	4	.	.	PUNCT
futech-440	371	1	[	[	X
futech-440	371	2	20	20	NUM
futech-440	371	3	]	]	X
futech-440	371	4	poszler	poszler	NOUN
futech-440	371	5	,	,	PUNCT
futech-440	371	6	f.	f.	PROPN
futech-440	371	7	,	,	PUNCT
futech-440	371	8	&	&	CCONJ
futech-440	371	9	lange	lange	PROPN
futech-440	371	10	,	,	PUNCT
futech-440	371	11	b.	b.	PROPN
futech-440	371	12	(	(	PUNCT
futech-440	371	13	2024	2024	NUM
futech-440	371	14	)	)	PUNCT
futech-440	371	15	.	.	PUNCT
futech-440	372	1	the	the	DET
futech-440	372	2	impact	impact	NOUN
futech-440	372	3	of	of	ADP
futech-440	372	4	intelligent	intelligent	ADJ
futech-440	372	5	decision	decision	NOUN
futech-440	372	6	-	-	PUNCT
futech-440	372	7	support	support	NOUN
futech-440	372	8	systems	system	NOUN
futech-440	372	9	on	on	ADP
futech-440	372	10	humans	human	NOUN
futech-440	372	11	'	'	PART
futech-440	372	12	ethical	ethical	ADJ
futech-440	372	13	decisionmaking	decisionmaking	NOUN
futech-440	372	14	:	:	PUNCT
futech-440	372	15	a	a	DET
futech-440	372	16	systematic	systematic	ADJ
futech-440	372	17	literature	literature	NOUN
futech-440	372	18	review	review	NOUN
futech-440	372	19	and	and	CCONJ
futech-440	372	20	an	an	DET
futech-440	372	21	integrated	integrate	VERB
futech-440	372	22	framework	framework	NOUN
futech-440	372	23	.	.	PUNCT
futech-440	373	1	technological	technological	ADJ
futech-440	373	2	forecasting	forecasting	NOUN
futech-440	373	3	and	and	CCONJ
futech-440	373	4	social	social	ADJ
futech-440	373	5	change	change	NOUN
futech-440	373	6	,	,	PUNCT
futech-440	373	7	204	204	NUM
futech-440	373	8	,	,	PUNCT
futech-440	373	9	123403	123403	NUM
futech-440	373	10	.	.	PUNCT
futech-440	374	1	doi	doi	NOUN
futech-440	374	2	:	:	PUNCT
futech-440	374	3	https://doi.org/10.1016/j.techfore.2024.123403	https://doi.org/10.1016/j.techfore.2024.123403	NOUN
futech-440	374	4	.	.	PUNCT
futech-440	375	1	this	this	DET
futech-440	375	2	article	article	NOUN
futech-440	375	3	is	be	AUX
futech-440	375	4	an	an	DET
futech-440	375	5	open	open	ADJ
futech-440	375	6	-	-	PUNCT
futech-440	375	7	access	access	NOUN
futech-440	375	8	article	article	NOUN
futech-440	375	9	distributed	distribute	VERB
futech-440	375	10	under	under	ADP
futech-440	375	11	the	the	DET
futech-440	375	12	terms	term	NOUN
futech-440	375	13	and	and	CCONJ
futech-440	375	14	conditions	condition	NOUN
futech-440	375	15	of	of	ADP
futech-440	375	16	the	the	DET
futech-440	375	17	creative	creative	ADJ
futech-440	375	18	commons	common	NOUN
futech-440	375	19	attribution	attribution	NOUN
futech-440	375	20	(	(	PUNCT
futech-440	375	21	cc	cc	NOUN
futech-440	375	22	by	by	ADP
futech-440	375	23	)	)	PUNCT
futech-440	375	24	license	license	NOUN
futech-440	375	25	(	(	PUNCT
futech-440	375	26	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
futech-440	375	27	)	)	PUNCT
futech-440	375	28	.	.	PUNCT
futech-440	376	1	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
futech-440	376	2	1	1	NUM
futech-440	376	3	.	.	PUNCT
futech-440	377	1	introduction	introduction	NOUN
futech-440	377	2	the	the	DET
futech-440	377	3	digital	digital	ADJ
futech-440	377	4	economy	economy	NOUN
futech-440	377	5	is	be	AUX
futech-440	377	6	changing	change	VERB
futech-440	377	7	the	the	DET
futech-440	377	8	way	way	NOUN
futech-440	377	9	businesses	business	NOUN
futech-440	377	10	and	and	CCONJ
futech-440	377	11	other	other	ADJ
futech-440	377	12	organisations	organisation	NOUN
futech-440	377	13	function	function	VERB
futech-440	377	14	within	within	ADP
futech-440	377	15	their	their	PRON
futech-440	377	16	sectors	sector	NOUN
futech-440	377	17	.	.	PUNCT
futech-440	378	1	in	in	ADP
futech-440	378	2	what	what	DET
futech-440	378	3	ways	way	NOUN
futech-440	378	4	do	do	AUX
futech-440	378	5	these	these	DET
futech-440	378	6	enterprises	enterprise	NOUN
futech-440	378	7	operate	operate	VERB
futech-440	378	8	,	,	PUNCT
futech-440	378	9	compete	compete	VERB
futech-440	378	10	,	,	PUNCT
futech-440	378	11	and	and	CCONJ
futech-440	378	12	deliver	deliver	VERB
futech-440	378	13	value	value	NOUN
futech-440	378	14	in	in	ADP
futech-440	378	15	a	a	DET
futech-440	378	16	contemporary	contemporary	ADJ
futech-440	378	17	business	business	NOUN
futech-440	378	18	environment	environment	NOUN
futech-440	378	19	?	?	PUNCT
futech-440	379	1	recent	recent	ADJ
futech-440	379	2	research	research	NOUN
futech-440	379	3	suggests	suggest	VERB
futech-440	379	4	that	that	SCONJ
futech-440	379	5	digit	digit	VERB
futech-440	379	6	...	...	PUNCT
futech-440	379	7	this	this	DET
futech-440	379	8	study	study	NOUN
futech-440	379	9	seeks	seek	VERB
futech-440	379	10	to	to	PART
futech-440	379	11	fill	fill	VERB
futech-440	379	12	these	these	DET
futech-440	379	13	gaps	gap	NOUN
futech-440	379	14	by	by	ADP
futech-440	379	15	designing	design	VERB
futech-440	379	16	and	and	CCONJ
futech-440	379	17	assessing	assess	VERB
futech-440	379	18	an	an	DET
futech-440	379	19	intelligent	intelligent	ADJ
futech-440	379	20	decision	decision	NOUN
futech-440	379	21	support	support	NOUN
futech-440	379	22	system	system	NOUN
futech-440	379	23	for	for	ADP
futech-440	379	24	change	change	NOUN
futech-440	379	25	management	management	NOUN
futech-440	379	26	in	in	ADP
futech-440	379	27	an	an	DET
futech-440	379	28	organisation	organisation	NOUN
futech-440	379	29	within	within	ADP
futech-440	379	30	the	the	DET
futech-440	379	31	context	context	NOUN
futech-440	379	32	of	of	ADP
futech-440	379	33	a	a	DET
futech-440	379	34	digital	digital	ADJ
futech-440	379	35	economy	economy	NOUN
futech-440	379	36	.	.	PUNCT
futech-440	380	1	the	the	DET
futech-440	380	2	research	research	NOUN
futech-440	380	3	goals	goal	NOUN
futech-440	380	4	include	include	VERB
futech-440	380	5	exploring	explore	VERB
futech-440	380	6	the	the	DET
futech-440	380	7	interdependence	interdependence	NOUN
futech-440	380	8	between	between	ADP
futech-440	380	9	in	in	ADP
futech-440	380	10	...	...	PROPN
futech-440	380	11	2	2	X
futech-440	380	12	.	.	X
futech-440	380	13	authorship	authorship	NOUN
futech-440	380	14	and	and	CCONJ
futech-440	380	15	contribution	contribution	NOUN
futech-440	380	16	2.1	2.1	NUM
futech-440	380	17	research	research	NOUN
futech-440	380	18	framework	framework	NOUN
futech-440	380	19	integrating	integrate	VERB
futech-440	380	20	the	the	DET
futech-440	380	21	theoretical	theoretical	ADJ
futech-440	380	22	base	base	NOUN
futech-440	380	23	,	,	PUNCT
futech-440	380	24	system	system	NOUN
futech-440	380	25	architecture	architecture	NOUN
futech-440	380	26	design	design	NOUN
futech-440	380	27	,	,	PUNCT
futech-440	380	28	and	and	CCONJ
futech-440	380	29	its	its	PRON
futech-440	380	30	research	research	NOUN
futech-440	380	31	components	component	NOUN
futech-440	380	32	into	into	ADP
futech-440	380	33	a	a	DET
futech-440	380	34	unified	unified	ADJ
futech-440	380	35	analytical	analytical	ADJ
futech-440	380	36	framework	framework	NOUN
futech-440	380	37	describes	describe	VERB
futech-440	380	38	the	the	DET
futech-440	380	39	development	development	NOUN
futech-440	380	40	of	of	ADP
futech-440	380	41	an	an	DET
futech-440	380	42	intelligent	intelligent	ADJ
futech-440	380	43	decision	decision	NOUN
futech-440	380	44	support	support	NOUN
futech-440	380	45	system	system	NOUN
futech-440	380	46	(	(	PUNCT
futech-440	380	47	dss	dss	NOUN
futech-440	380	48	)	)	PUNCT
futech-440	380	49	for	for	ADP
futech-440	380	50	organisational	organisational	ADJ
futech-440	380	51	changes	change	NOUN
futech-440	380	52	of	of	ADP
futech-440	380	53	enterprises	enterprise	NOUN
futech-440	380	54	.	.	PUNCT
futech-440	381	1	this	this	DET
futech-440	381	2	sys	sys	PROPN
futech-440	381	3	...	...	PUNCT
futech-440	381	4	figure	figure	NOUN
futech-440	381	5	1	1	NUM
futech-440	381	6	.	.	PUNCT
futech-440	381	7	integrated	integrate	VERB
futech-440	381	8	research	research	NOUN
futech-440	381	9	framework	framework	NOUN
futech-440	381	10	for	for	ADP
futech-440	381	11	an	an	DET
futech-440	381	12	intelligent	intelligent	ADJ
futech-440	381	13	decision	decision	NOUN
futech-440	381	14	support	support	NOUN
futech-440	381	15	system	system	NOUN
futech-440	381	16	the	the	DET
futech-440	381	17	system	system	NOUN
futech-440	381	18	architecture	architecture	NOUN
futech-440	381	19	comprises	comprise	VERB
futech-440	381	20	four	four	NUM
futech-440	381	21	layers	layer	NOUN
futech-440	381	22	:	:	PUNCT
futech-440	381	23	the	the	DET
futech-440	381	24	data	data	NOUN
futech-440	381	25	layer	layer	NOUN
futech-440	381	26	,	,	PUNCT
futech-440	381	27	which	which	PRON
futech-440	381	28	is	be	AUX
futech-440	381	29	responsible	responsible	ADJ
futech-440	381	30	for	for	ADP
futech-440	381	31	gathering	gather	VERB
futech-440	381	32	and	and	CCONJ
futech-440	381	33	processing	process	VERB
futech-440	381	34	organisational	organisational	ADJ
futech-440	381	35	data	datum	NOUN
futech-440	381	36	;	;	PUNCT
futech-440	381	37	the	the	DET
futech-440	381	38	model	model	NOUN
futech-440	381	39	layer	layer	NOUN
futech-440	381	40	,	,	PUNCT
futech-440	381	41	which	which	PRON
futech-440	381	42	implements	implement	VERB
futech-440	381	43	intelligent	intelligent	ADJ
futech-440	381	44	algorithms	algorithm	NOUN
futech-440	381	45	;	;	PUNCT
futech-440	381	46	the	the	DET
futech-440	381	47	service	service	NOUN
futech-440	381	48	layer	layer	NOUN
futech-440	381	49	,	,	PUNCT
futech-440	381	50	which	which	PRON
futech-440	381	51	performs	perform	VERB
futech-440	381	52	decision	decision	NOUN
futech-440	381	53	support	support	NOUN
futech-440	381	54	activiti	activiti	NOUN
futech-440	381	55	...	...	PUNCT
futech-440	381	56	2.2	2.2	NUM
futech-440	381	57	system	system	NOUN
futech-440	381	58	design	design	NOUN
futech-440	381	59	and	and	CCONJ
futech-440	381	60	development	development	NOUN
futech-440	381	61	the	the	DET
futech-440	381	62	intelligent	intelligent	ADJ
futech-440	381	63	decision	decision	NOUN
futech-440	381	64	support	support	NOUN
futech-440	381	65	system	system	NOUN
futech-440	381	66	(	(	PUNCT
futech-440	381	67	idss	idss	ADV
futech-440	381	68	)	)	PUNCT
futech-440	381	69	for	for	ADP
futech-440	381	70	organisational	organisational	ADJ
futech-440	381	71	change	change	NOUN
futech-440	381	72	in	in	ADP
futech-440	381	73	enterprises	enterprise	NOUN
futech-440	381	74	is	be	AUX
futech-440	381	75	constructed	construct	VERB
futech-440	381	76	as	as	ADP
futech-440	381	77	a	a	DET
futech-440	381	78	complete	complete	ADJ
futech-440	381	79	multi	multi	ADJ
futech-440	381	80	-	-	ADJ
futech-440	381	81	layered	layered	ADJ
futech-440	381	82	architecture	architecture	NOUN
futech-440	381	83	aimed	aim	VERB
futech-440	381	84	at	at	ADP
futech-440	381	85	enhancing	enhance	VERB
futech-440	381	86	decision	decision	NOUN
futech-440	381	87	-	-	PUNCT
futech-440	381	88	making	making	NOUN
futech-440	381	89	in	in	ADP
futech-440	381	90	the	the	DET
futech-440	381	91	context	context	NOUN
futech-440	381	92	of	of	ADP
futech-440	381	93	the	the	DET
futech-440	381	94	digital	digital	ADJ
futech-440	381	95	economy	economy	NOUN
futech-440	381	96	.	.	PUNCT
futech-440	382	1	the	the	DET
futech-440	382	2	provided	provide	VERB
futech-440	382	3	system	system	NOUN
futech-440	382	4	incorporates	incorporate	VERB
futech-440	382	5	...	...	PUNCT
futech-440	382	6	figure	figure	NOUN
futech-440	382	7	2	2	NUM
futech-440	382	8	.	.	PUNCT
futech-440	382	9	architecture	architecture	NOUN
futech-440	382	10	of	of	ADP
futech-440	382	11	the	the	DET
futech-440	382	12	intelligent	intelligent	ADJ
futech-440	382	13	decision	decision	NOUN
futech-440	382	14	support	support	NOUN
futech-440	382	15	system	system	NOUN
futech-440	382	16	for	for	ADP
futech-440	382	17	organizational	organizational	ADJ
futech-440	382	18	change	change	NOUN
futech-440	382	19	this	this	DET
futech-440	382	20	layer	layer	NOUN
futech-440	382	21	acts	act	VERB
futech-440	382	22	as	as	ADP
futech-440	382	23	the	the	DET
futech-440	382	24	system	system	NOUN
futech-440	382	25	's	's	PART
futech-440	382	26	base	base	NOUN
futech-440	382	27	,	,	PUNCT
futech-440	382	28	bringing	bring	VERB
futech-440	382	29	together	together	ADV
futech-440	382	30	different	different	ADJ
futech-440	382	31	types	type	NOUN
futech-440	382	32	of	of	ADP
futech-440	382	33	data	datum	NOUN
futech-440	382	34	sources	source	NOUN
futech-440	382	35	such	such	ADJ
futech-440	382	36	as	as	ADP
futech-440	382	37	enterprise	enterprise	NOUN
futech-440	382	38	activity	activity	NOUN
futech-440	382	39	data	datum	NOUN
futech-440	382	40	,	,	PUNCT
futech-440	382	41	market	market	NOUN
futech-440	382	42	data	datum	NOUN
futech-440	382	43	,	,	PUNCT
futech-440	382	44	indicators	indicator	NOUN
futech-440	382	45	of	of	ADP
futech-440	382	46	the	the	DET
futech-440	382	47	digital	digital	ADJ
futech-440	382	48	economy	economy	NOUN
futech-440	382	49	,	,	PUNCT
futech-440	382	50	and	and	CCONJ
futech-440	382	51	external	external	ADJ
futech-440	382	52	apis	apis	ADJ
futech-440	382	53	.	.	PUNCT
futech-440	383	1	this	this	DET
futech-440	383	2	multi	multi	ADJ
futech-440	383	3	-	-	ADJ
futech-440	383	4	faceted	faceted	ADJ
futech-440	383	5	approach	approach	NOUN
futech-440	383	6	to	to	ADP
futech-440	383	7	data	datum	NOUN
futech-440	383	8	collection	collection	NOUN
futech-440	383	9	guarantees	guarantee	VERB
futech-440	383	10	that	that	SCONJ
futech-440	383	11	...	...	PUNCT
futech-440	383	12	providing	provide	VERB
futech-440	383	13	a	a	DET
futech-440	383	14	decision	decision	NOUN
futech-440	383	15	-	-	PUNCT
futech-440	383	16	making	make	VERB
futech-440	383	17	dashboard	dashboard	NOUN
futech-440	383	18	for	for	ADP
futech-440	383	19	executives	executive	NOUN
futech-440	383	20	,	,	PUNCT
futech-440	383	21	visualisation	visualisation	NOUN
futech-440	383	22	tools	tool	NOUN
futech-440	383	23	for	for	ADP
futech-440	383	24	data	datum	NOUN
futech-440	383	25	analysts	analyst	NOUN
futech-440	383	26	,	,	PUNCT
futech-440	383	27	and	and	CCONJ
futech-440	383	28	api	api	NOUN
futech-440	383	29	interfaces	interface	NOUN
futech-440	383	30	for	for	ADP
futech-440	383	31	system	system	NOUN
futech-440	383	32	integration	integration	NOUN
futech-440	383	33	,	,	PUNCT
futech-440	383	34	the	the	DET
futech-440	383	35	user	user	NOUN
futech-440	383	36	interface	interface	NOUN
futech-440	383	37	layer	layer	NOUN
futech-440	383	38	exposes	expose	VERB
futech-440	383	39	users	user	NOUN
futech-440	383	40	of	of	ADP
futech-440	383	41	the	the	DET
futech-440	383	42	system	system	NOUN
futech-440	383	43	to	to	ADP
futech-440	383	44	multiple	multiple	ADJ
futech-440	383	45	interaction	interaction	NOUN
futech-440	383	46	channels	channel	NOUN
futech-440	383	47	.	.	PUNCT
futech-440	384	1	the	the	DET
futech-440	384	2	dashboard	dashboard	NOUN
futech-440	384	3	features	feature	VERB
futech-440	384	4	an	an	DET
futech-440	384	5	in	in	NOUN
futech-440	384	6	...	...	PUNCT
futech-440	384	7	a	a	DET
futech-440	384	8	set	set	NOUN
futech-440	384	9	of	of	ADP
futech-440	384	10	both	both	DET
futech-440	384	11	automated	automate	VERB
futech-440	384	12	data	data	NOUN
futech-440	384	13	collection	collection	NOUN
futech-440	384	14	tools	tool	NOUN
futech-440	384	15	and	and	CCONJ
futech-440	384	16	manual	manual	ADJ
futech-440	384	17	data	datum	NOUN
futech-440	384	18	entry	entry	NOUN
futech-440	384	19	interfaces	interface	NOUN
futech-440	384	20	is	be	AUX
futech-440	384	21	used	use	VERB
futech-440	384	22	for	for	ADP
futech-440	384	23	the	the	DET
futech-440	384	24	handling	handling	NOUN
futech-440	384	25	and	and	CCONJ
futech-440	384	26	processing	processing	NOUN
futech-440	384	27	of	of	ADP
futech-440	384	28	data	datum	NOUN
futech-440	384	29	.	.	PUNCT
futech-440	385	1	the	the	DET
futech-440	385	2	system	system	NOUN
futech-440	385	3	enacts	enact	VERB
futech-440	385	4	advanced	advanced	ADJ
futech-440	385	5	sets	set	NOUN
futech-440	385	6	of	of	ADP
futech-440	385	7	data	datum	NOUN
futech-440	385	8	validation	validation	NOUN
futech-440	385	9	procedures	procedure	NOUN
futech-440	385	10	for	for	ADP
futech-440	385	11	ensuring	ensure	VERB
futech-440	385	12	quality	quality	NOUN
futech-440	385	13	and	and	CCONJ
futech-440	385	14	utilises	utilise	NOUN
futech-440	385	15	machine	machine	NOUN
futech-440	385	16	learning	learning	NOUN
futech-440	385	17	for	for	ADP
futech-440	385	18	featur	featur	ADJ
futech-440	385	19	...	...	PUNCT
futech-440	385	20	2.3	2.3	NUM
futech-440	385	21	evaluation	evaluation	NOUN
futech-440	385	22	methods	method	NOUN
futech-440	385	23	this	this	DET
futech-440	385	24	research	research	NOUN
futech-440	385	25	utilises	utilise	VERB
futech-440	385	26	an	an	DET
futech-440	385	27	all	all	ADV
futech-440	385	28	-	-	PUNCT
futech-440	385	29	encompassing	encompass	VERB
futech-440	385	30	evaluation	evaluation	NOUN
futech-440	385	31	framework	framework	NOUN
futech-440	385	32	integrating	integrate	VERB
futech-440	385	33	quantitative	quantitative	ADJ
futech-440	385	34	performance	performance	NOUN
futech-440	385	35	metrics	metric	NOUN
futech-440	385	36	,	,	PUNCT
futech-440	385	37	systematic	systematic	ADJ
futech-440	385	38	validation	validation	NOUN
futech-440	385	39	methods	method	NOUN
futech-440	385	40	,	,	PUNCT
futech-440	385	41	and	and	CCONJ
futech-440	385	42	an	an	DET
futech-440	385	43	extensive	extensive	ADJ
futech-440	385	44	review	review	NOUN
futech-440	385	45	in	in	ADP
futech-440	385	46	the	the	DET
futech-440	385	47	form	form	NOUN
futech-440	385	48	of	of	ADP
futech-440	385	49	case	case	NOUN
futech-440	385	50	studies	study	NOUN
futech-440	385	51	for	for	ADP
futech-440	385	52	the	the	DET
futech-440	385	53	evaluation	evaluation	NOUN
futech-440	385	54	of	of	ADP
futech-440	385	55	the	the	DET
futech-440	385	56	proposed	propose	VERB
futech-440	385	57	intelligent	intelligent	ADJ
futech-440	385	58	decision	decision	NOUN
futech-440	385	59	su	su	PROPN
futech-440	385	60	...	...	PUNCT
futech-440	385	61	the	the	DET
futech-440	385	62	case	case	NOUN
futech-440	385	63	study	study	NOUN
futech-440	385	64	design	design	NOUN
futech-440	385	65	employs	employ	VERB
futech-440	385	66	a	a	DET
futech-440	385	67	multiple	multiple	ADJ
futech-440	385	68	-	-	PUNCT
futech-440	385	69	case	case	NOUN
futech-440	385	70	strategy	strategy	NOUN
futech-440	385	71	,	,	PUNCT
futech-440	385	72	integrating	integrate	VERB
futech-440	385	73	three	three	NUM
futech-440	385	74	companies	company	NOUN
futech-440	385	75	of	of	ADP
futech-440	385	76	varying	vary	VERB
futech-440	385	77	sizes	size	NOUN
futech-440	385	78	and	and	CCONJ
futech-440	385	79	industries	industry	NOUN
futech-440	385	80	to	to	PART
futech-440	385	81	examine	examine	VERB
futech-440	385	82	the	the	DET
futech-440	385	83	system	system	NOUN
futech-440	385	84	's	's	PART
futech-440	385	85	compatibility	compatibility	NOUN
futech-440	385	86	and	and	CCONJ
futech-440	385	87	effectiveness	effectiveness	NOUN
futech-440	385	88	in	in	ADP
futech-440	385	89	detail	detail	NOUN
futech-440	385	90	.	.	PUNCT
futech-440	386	1	the	the	DET
futech-440	386	2	first	first	ADJ
futech-440	386	3	case	case	NOUN
futech-440	386	4	study	study	NOUN
futech-440	386	5	focuses	focus	VERB
futech-440	386	6	on	on	ADP
futech-440	386	7	a	a	DET
futech-440	386	8	large	large	ADJ
futech-440	386	9	manufacturing	manufacture	VERB
futech-440	386	10	company	company	NOUN
futech-440	386	11	underg	underg	ADV
futech-440	386	12	...	...	PUNCT
futech-440	386	13	3	3	X
futech-440	386	14	.	.	X
futech-440	386	15	intelligent	intelligent	ADJ
futech-440	386	16	decision	decision	NOUN
futech-440	386	17	support	support	NOUN
futech-440	386	18	system	system	NOUN
futech-440	386	19	model	model	NOUN
futech-440	386	20	3.1	3.1	NUM
futech-440	386	21	system	system	NOUN
futech-440	386	22	architecture	architecture	NOUN
futech-440	386	23	this	this	DET
futech-440	386	24	particular	particular	ADJ
futech-440	386	25	intelligent	intelligent	ADJ
futech-440	386	26	decision	decision	NOUN
futech-440	386	27	support	support	NOUN
futech-440	386	28	system	system	NOUN
futech-440	386	29	(	(	PUNCT
futech-440	386	30	idss	idss	NOUN
futech-440	386	31	)	)	PUNCT
futech-440	386	32	architecture	architecture	NOUN
futech-440	386	33	has	have	AUX
futech-440	386	34	been	be	AUX
futech-440	386	35	designed	design	VERB
futech-440	386	36	with	with	ADP
futech-440	386	37	a	a	DET
futech-440	386	38	deliberate	deliberate	ADJ
futech-440	386	39	four	four	NUM
futech-440	386	40	-	-	PUNCT
futech-440	386	41	layer	layer	NOUN
futech-440	386	42	structure	structure	NOUN
futech-440	386	43	for	for	ADP
futech-440	386	44	the	the	DET
futech-440	386	45	organised	organise	VERB
futech-440	386	46	change	change	NOUN
futech-440	386	47	management	management	NOUN
futech-440	386	48	within	within	ADP
futech-440	386	49	the	the	DET
futech-440	386	50	digital	digital	ADJ
futech-440	386	51	economy	economy	NOUN
futech-440	386	52	context	context	NOUN
futech-440	386	53	.	.	PUNCT
futech-440	387	1	the	the	DET
futech-440	387	2	architecture	architecture	NOUN
futech-440	387	3	includes	include	VERB
futech-440	387	4	an	an	DET
futech-440	387	5	external	external	ADJ
futech-440	387	6	data	datum	NOUN
futech-440	387	7	interfa	interfa	NOUN
futech-440	387	8	...	...	PUNCT
futech-440	387	9	3.2	3.2	NUM
futech-440	387	10	key	key	ADJ
futech-440	387	11	components	component	NOUN
futech-440	387	12	for	for	ADP
futech-440	387	13	optimal	optimal	ADJ
futech-440	387	14	organisational	organisational	ADJ
futech-440	387	15	changes	change	NOUN
futech-440	387	16	,	,	PUNCT
futech-440	387	17	the	the	DET
futech-440	387	18	decision	decision	NOUN
futech-440	387	19	support	support	NOUN
futech-440	387	20	system	system	NOUN
futech-440	387	21	employs	employ	VERB
futech-440	387	22	four	four	NUM
futech-440	387	23	defining	define	VERB
futech-440	387	24	components	component	NOUN
futech-440	387	25	that	that	PRON
futech-440	387	26	assist	assist	VERB
futech-440	387	27	.	.	PUNCT
futech-440	388	1	first	first	ADV
futech-440	388	2	,	,	PUNCT
futech-440	388	3	the	the	DET
futech-440	388	4	knowledge	knowledge	NOUN
futech-440	388	5	base	base	NOUN
futech-440	388	6	is	be	AUX
futech-440	388	7	the	the	DET
futech-440	388	8	system	system	NOUN
futech-440	388	9	’s	’s	PART
futech-440	388	10	primary	primary	ADJ
futech-440	388	11	source	source	NOUN
futech-440	388	12	using	use	VERB
futech-440	388	13	a	a	DET
futech-440	388	14	hybrid	hybrid	ADJ
futech-440	388	15	storage	storage	NOUN
futech-440	388	16	architecture	architecture	NOUN
futech-440	388	17	through	through	ADP
futech-440	388	18	ontology	ontology	NOUN
futech-440	388	19	-	-	PUNCT
futech-440	388	20	based	base	VERB
futech-440	388	21	knowledge	knowledge	NOUN
futech-440	388	22	representation	representation	NOUN
futech-440	388	23	...	...	PUNCT
futech-440	388	24	a	a	DET
futech-440	388	25	feature	feature	NOUN
futech-440	388	26	of	of	ADP
futech-440	388	27	the	the	DET
futech-440	388	28	interface	interface	NOUN
futech-440	388	29	is	be	AUX
futech-440	388	30	the	the	DET
futech-440	388	31	interaction	interaction	NOUN
futech-440	388	32	layer	layer	NOUN
futech-440	388	33	,	,	PUNCT
futech-440	388	34	which	which	PRON
futech-440	388	35	is	be	AUX
futech-440	388	36	user	user	NOUN
futech-440	388	37	-	-	PUNCT
futech-440	388	38	friendly	friendly	ADJ
futech-440	388	39	for	for	ADP
futech-440	388	40	access	access	NOUN
futech-440	388	41	through	through	ADP
futech-440	388	42	a	a	DET
futech-440	388	43	web	web	NOUN
futech-440	388	44	-	-	PUNCT
futech-440	388	45	based	base	VERB
futech-440	388	46	platform	platform	NOUN
futech-440	388	47	,	,	PUNCT
futech-440	388	48	includes	include	VERB
futech-440	388	49	role	role	NOUN
futech-440	388	50	-	-	PUNCT
futech-440	388	51	based	base	VERB
futech-440	388	52	access	access	NOUN
futech-440	388	53	control	control	NOUN
futech-440	388	54	,	,	PUNCT
futech-440	388	55	and	and	CCONJ
futech-440	388	56	boasts	boast	VERB
futech-440	388	57	customisable	customisable	ADJ
futech-440	388	58	dashboards	dashboard	NOUN
futech-440	388	59	.	.	PUNCT
futech-440	389	1	with	with	ADP
futech-440	389	2	the	the	DET
futech-440	389	3	aid	aid	NOUN
futech-440	389	4	of	of	ADP
futech-440	389	5	modern	modern	ADJ
futech-440	389	6	frontend	frontend	NOUN
futech-440	389	7	frameworks	framework	NOUN
futech-440	389	8	,	,	PUNCT
futech-440	389	9	this	this	DET
futech-440	389	10	component	component	NOUN
futech-440	389	11	pro	pro	ADJ
futech-440	389	12	...	...	PUNCT
futech-440	389	13	3.3	3.3	NUM
futech-440	389	14	decision	decision	NOUN
futech-440	389	15	-	-	PUNCT
futech-440	389	16	making	making	NOUN
futech-440	389	17	mechanisms	mechanism	NOUN
futech-440	389	18	the	the	DET
futech-440	389	19	selection	selection	NOUN
futech-440	389	20	of	of	ADP
futech-440	389	21	q	q	NOUN
futech-440	389	22	-	-	PUNCT
futech-440	389	23	learning	learn	VERB
futech-440	389	24	and	and	CCONJ
futech-440	389	25	deep	deep	ADJ
futech-440	389	26	learning	learning	NOUN
futech-440	389	27	algorithms	algorithm	NOUN
futech-440	389	28	for	for	ADP
futech-440	389	29	the	the	DET
futech-440	389	30	intelligent	intelligent	ADJ
futech-440	389	31	decision	decision	NOUN
futech-440	389	32	support	support	NOUN
futech-440	389	33	system	system	NOUN
futech-440	389	34	was	be	AUX
futech-440	389	35	driven	drive	VERB
futech-440	389	36	by	by	ADP
futech-440	389	37	their	their	PRON
futech-440	389	38	complementary	complementary	ADJ
futech-440	389	39	strengths	strength	NOUN
futech-440	389	40	in	in	ADP
futech-440	389	41	addressing	address	VERB
futech-440	389	42	the	the	DET
futech-440	389	43	complex	complex	ADJ
futech-440	389	44	challenges	challenge	NOUN
futech-440	389	45	of	of	ADP
futech-440	389	46	organizational	organizational	ADJ
futech-440	389	47	change	change	NOUN
futech-440	389	48	management	management	NOUN
futech-440	389	49	.	.	PUNCT
futech-440	390	1	q	q	X
futech-440	390	2	-	-	PUNCT
futech-440	390	3	learning	learning	NOUN
futech-440	390	4	was	be	AUX
futech-440	390	5	specifically	specifically	ADV
futech-440	390	6	chos	chos	PROPN
futech-440	390	7	...	...	PUNCT
futech-440	391	1	𝐷=𝑓(,𝑊-1.,𝐶-1.+,𝑊-2.,𝐶-2.+	𝐷=𝑓(,𝑊-1.,𝐶-1.+,𝑊-2.,𝐶-2.+	PROPN
futech-440	391	2	...	...	PUNCT
futech-440	391	3	+,𝑊-𝑛.,𝐶-𝑛.	+,𝑊-𝑛.,𝐶-𝑛.	PROPN
futech-440	391	4	)	)	PUNCT
futech-440	391	5	(	(	PUNCT
futech-440	391	6	1	1	X
futech-440	391	7	)	)	PUNCT
futech-440	391	8	where	where	SCONJ
futech-440	391	9	d	d	NOUN
futech-440	391	10	represents	represent	VERB
futech-440	391	11	the	the	DET
futech-440	391	12	final	final	ADJ
futech-440	391	13	decision	decision	NOUN
futech-440	391	14	score	score	NOUN
futech-440	391	15	,	,	PUNCT
futech-440	391	16	wi	wi	PROPN
futech-440	391	17	represents	represent	VERB
futech-440	391	18	the	the	DET
futech-440	391	19	weight	weight	NOUN
futech-440	391	20	of	of	ADP
futech-440	391	21	the	the	DET
futech-440	391	22	criterion	criterion	NOUN
futech-440	391	23	i	i	PRON
futech-440	391	24	,	,	PUNCT
futech-440	391	25	and	and	CCONJ
futech-440	391	26	ci	ci	NOUN
futech-440	391	27	represents	represent	VERB
futech-440	391	28	the	the	DET
futech-440	391	29	normalized	normalized	ADJ
futech-440	391	30	value	value	NOUN
futech-440	391	31	of	of	ADP
futech-440	391	32	the	the	DET
futech-440	391	33	criterion	criterion	NOUN
futech-440	391	34	i.	i.	NOUN
futech-440	391	35	the	the	DET
futech-440	391	36	weights	weight	NOUN
futech-440	391	37	are	be	AUX
futech-440	391	38	dynamically	dynamically	ADV
futech-440	391	39	adjusted	adjust	VERB
futech-440	391	40	through	through	ADP
futech-440	391	41	a	a	DET
futech-440	391	42	learning	learning	NOUN
futech-440	391	43	process	process	NOUN
futech-440	391	44	defined	define	VERB
futech-440	391	45	by	by	ADP
futech-440	391	46	:	:	PUNCT
futech-440	391	47	(	(	PUNCT
futech-440	391	48	2	2	X
futech-440	391	49	)	)	PUNCT
futech-440	391	50	where	where	SCONJ
futech-440	391	51	𝛼	𝛼	NOUN
futech-440	391	52	is	be	AUX
futech-440	391	53	the	the	DET
futech-440	391	54	learning	learning	NOUN
futech-440	391	55	rate	rate	NOUN
futech-440	391	56	,	,	PUNCT
futech-440	391	57	and	and	CCONJ
futech-440	391	58	∆𝑃	∆𝑃	NOUN
futech-440	391	59	represents	represent	VERB
futech-440	391	60	the	the	DET
futech-440	391	61	performance	performance	NOUN
futech-440	391	62	improvement	improvement	NOUN
futech-440	391	63	from	from	ADP
futech-440	391	64	the	the	DET
futech-440	391	65	previous	previous	ADJ
futech-440	391	66	decision	decision	NOUN
futech-440	391	67	cycle	cycle	NOUN
futech-440	391	68	.	.	PUNCT
futech-440	392	1	a	a	DET
futech-440	392	2	new	new	ADJ
futech-440	392	3	reinforcement	reinforcement	NOUN
futech-440	392	4	learning	learning	NOUN
futech-440	392	5	technique	technique	NOUN
futech-440	392	6	is	be	AUX
futech-440	392	7	used	use	VERB
futech-440	392	8	for	for	ADP
futech-440	392	9	the	the	DET
futech-440	392	10	automation	automation	NOUN
futech-440	392	11	of	of	ADP
futech-440	392	12	the	the	DET
futech-440	392	13	decision	decision	NOUN
futech-440	392	14	rule	rule	NOUN
futech-440	392	15	processes	process	NOUN
futech-440	392	16	.	.	PUNCT
futech-440	393	1	the	the	DET
futech-440	393	2	value	value	NOUN
futech-440	393	3	function	function	NOUN
futech-440	393	4	for	for	ADP
futech-440	393	5	the	the	DET
futech-440	393	6	q	q	ADJ
futech-440	393	7	-	-	PUNCT
futech-440	393	8	learning	learn	VERB
futech-440	393	9	algorithm	algorithm	NOUN
futech-440	393	10	used	use	VERB
futech-440	393	11	in	in	ADP
futech-440	393	12	the	the	DET
futech-440	393	13	system	system	NOUN
futech-440	393	14	for	for	ADP
futech-440	393	15	decision	decision	NOUN
futech-440	393	16	-	-	PUNCT
futech-440	393	17	making	making	NOUN
futech-440	393	18	at	at	ADP
futech-440	393	19	the	the	DET
futech-440	393	20	organisation	organisation	NOUN
futech-440	393	21	is	be	AUX
futech-440	393	22	:	:	PUNCT
futech-440	393	23	𝑄,,𝑠-𝑡.,,𝑎-𝑡	𝑄,,𝑠-𝑡.,,𝑎-𝑡	X
futech-440	393	24	..	..	PUNCT
futech-440	393	25	=𝑄,,𝑠-𝑡.,,𝑎-𝑡	=𝑄,,𝑠-𝑡.,,𝑎-𝑡	X
futech-440	393	26	..	..	PUNCT
futech-440	393	27	+𝛽[,𝑟-𝑡.+𝛾,𝑚𝑎𝑥-𝑎.,,𝑠-𝑡+1.,𝑎.−𝑄,,𝑠-𝑡.,,𝑎-𝑡	+𝛽[,𝑟-𝑡.+𝛾,𝑚𝑎𝑥-𝑎.,,𝑠-𝑡+1.,𝑎.−𝑄,,𝑠-𝑡.,,𝑎-𝑡	PROPN
futech-440	393	28	..	..	PUNCT
futech-440	393	29	(	(	PUNCT
futech-440	393	30	3	3	X
futech-440	393	31	)	)	PUNCT
futech-440	393	32	where	where	SCONJ
futech-440	393	33	,	,	PUNCT
futech-440	393	34	𝑠-𝑡.	𝑠-𝑡.	PROPN
futech-440	393	35	represents	represent	VERB
futech-440	393	36	the	the	DET
futech-440	393	37	organizational	organizational	ADJ
futech-440	393	38	state	state	NOUN
futech-440	393	39	at	at	ADP
futech-440	393	40	time	time	NOUN
futech-440	393	41	t	t	PROPN
futech-440	393	42	,	,	PUNCT
futech-440	393	43	,	,	PUNCT
futech-440	393	44	𝑎-𝑡.	𝑎-𝑡.	PROPN
futech-440	393	45	is	be	AUX
futech-440	393	46	the	the	DET
futech-440	393	47	action	action	NOUN
futech-440	393	48	taken	take	VERB
futech-440	393	49	,	,	PUNCT
futech-440	393	50	,	,	PUNCT
futech-440	393	51	𝑟-𝑡.	𝑟-𝑡.	NOUN
futech-440	393	52	is	be	AUX
futech-440	393	53	the	the	DET
futech-440	393	54	immediate	immediate	ADJ
futech-440	393	55	reward	reward	NOUN
futech-440	393	56	,	,	PUNCT
futech-440	393	57	𝛽	𝛽	NOUN
futech-440	393	58	is	be	AUX
futech-440	393	59	the	the	DET
futech-440	393	60	learning	learning	NOUN
futech-440	393	61	rate	rate	NOUN
futech-440	393	62	,	,	PUNCT
futech-440	393	63	and	and	CCONJ
futech-440	393	64	𝛾	𝛾	PROPN
futech-440	393	65	is	be	AUX
futech-440	393	66	the	the	DET
futech-440	393	67	discount	discount	NOUN
futech-440	393	68	factor	factor	NOUN
futech-440	393	69	for	for	ADP
futech-440	393	70	future	future	ADJ
futech-440	393	71	rewards	reward	NOUN
futech-440	393	72	.	.	PUNCT
futech-440	394	1	the	the	DET
futech-440	394	2	decision	decision	NOUN
futech-440	394	3	rules	rule	NOUN
futech-440	394	4	incorporate	incorporate	VERB
futech-440	394	5	both	both	CCONJ
futech-440	394	6	deterministic	deterministic	ADJ
futech-440	394	7	and	and	CCONJ
futech-440	394	8	probabilistic	probabilistic	ADJ
futech-440	394	9	components	component	NOUN
futech-440	394	10	,	,	PUNCT
futech-440	394	11	with	with	ADP
futech-440	394	12	the	the	DET
futech-440	394	13	probability	probability	NOUN
futech-440	394	14	of	of	ADP
futech-440	394	15	selecting	select	VERB
futech-440	394	16	a	a	DET
futech-440	394	17	particular	particular	ADJ
futech-440	394	18	decision	decision	NOUN
futech-440	394	19	option	option	NOUN
futech-440	394	20	given	give	VERB
futech-440	394	21	by	by	ADP
futech-440	394	22	:	:	PUNCT
futech-440	394	23	where	where	SCONJ
futech-440	394	24	𝜆	𝜆	NOUN
futech-440	394	25	is	be	AUX
futech-440	394	26	the	the	DET
futech-440	394	27	exploration	exploration	NOUN
futech-440	394	28	-	-	PUNCT
futech-440	394	29	exploitation	exploitation	NOUN
futech-440	394	30	parameter	parameter	NOUN
futech-440	394	31	that	that	SCONJ
futech-440	394	32	balances	balance	NOUN
futech-440	394	33	between	between	ADP
futech-440	394	34	known	know	VERB
futech-440	394	35	successful	successful	ADJ
futech-440	394	36	strategies	strategy	NOUN
futech-440	394	37	and	and	CCONJ
futech-440	394	38	potential	potential	ADJ
futech-440	394	39	new	new	ADJ
futech-440	394	40	solutions	solution	NOUN
futech-440	394	41	.	.	PUNCT
futech-440	395	1	the	the	DET
futech-440	395	2	learning	learn	VERB
futech-440	395	3	capabilities	capability	NOUN
futech-440	395	4	of	of	ADP
futech-440	395	5	the	the	DET
futech-440	395	6	system	system	NOUN
futech-440	395	7	are	be	AUX
futech-440	395	8	enhanced	enhance	VERB
futech-440	395	9	through	through	ADP
futech-440	395	10	a	a	DET
futech-440	395	11	gradient	gradient	NOUN
futech-440	395	12	-	-	PUNCT
futech-440	395	13	based	base	VERB
futech-440	395	14	optimization	optimization	NOUN
futech-440	395	15	approach	approach	NOUN
futech-440	395	16	that	that	PRON
futech-440	395	17	minimizes	minimize	VERB
futech-440	395	18	the	the	DET
futech-440	395	19	decision	decision	NOUN
futech-440	395	20	error	error	NOUN
futech-440	395	21	function	function	NOUN
futech-440	395	22	:	:	PUNCT
futech-440	395	23	where	where	SCONJ
futech-440	395	24	yk	yk	PROPN
futech-440	395	25	represents	represent	VERB
futech-440	395	26	the	the	DET
futech-440	395	27	actual	actual	ADJ
futech-440	395	28	outcome	outcome	NOUN
futech-440	395	29	,	,	PUNCT
futech-440	395	30	is	be	AUX
futech-440	395	31	the	the	DET
futech-440	395	32	predicted	predict	VERB
futech-440	395	33	outcome	outcome	NOUN
futech-440	395	34	,	,	PUNCT
futech-440	395	35	n	n	PRON
futech-440	395	36	is	be	AUX
futech-440	395	37	the	the	DET
futech-440	395	38	number	number	NOUN
futech-440	395	39	of	of	ADP
futech-440	395	40	training	training	NOUN
futech-440	395	41	samples	sample	NOUN
futech-440	395	42	,	,	PUNCT
futech-440	395	43	and	and	CCONJ
futech-440	395	44	𝜇	𝜇	X
futech-440	395	45	is	be	AUX
futech-440	395	46	the	the	DET
futech-440	395	47	regularization	regularization	NOUN
futech-440	395	48	parameter	parameter	NOUN
futech-440	395	49	controlling	control	VERB
futech-440	395	50	model	model	NOUN
futech-440	395	51	complexity	complexity	NOUN
futech-440	395	52	.	.	PUNCT
futech-440	396	1	with	with	ADP
futech-440	396	2	its	its	PRON
futech-440	396	3	integrated	integrate	VERB
futech-440	396	4	decision	decision	NOUN
futech-440	396	5	-	-	PUNCT
futech-440	396	6	making	make	VERB
futech-440	396	7	framework	framework	NOUN
futech-440	396	8	,	,	PUNCT
futech-440	396	9	this	this	PRON
futech-440	396	10	maintains	maintain	VERB
futech-440	396	11	explicable	explicable	ADJ
futech-440	396	12	decision	decision	NOUN
futech-440	396	13	rules	rule	NOUN
futech-440	396	14	and	and	CCONJ
futech-440	396	15	learning	learn	VERB
futech-440	396	16	mechanisms	mechanism	NOUN
futech-440	396	17	while	while	SCONJ
futech-440	396	18	providing	provide	VERB
futech-440	396	19	strong	strong	ADJ
futech-440	396	20	and	and	CCONJ
futech-440	396	21	adaptive	adaptive	ADJ
futech-440	396	22	intelligent	intelligent	ADJ
futech-440	396	23	decision	decision	NOUN
futech-440	396	24	support	support	NOUN
futech-440	396	25	.	.	PUNCT
futech-440	397	1	the	the	DET
futech-440	397	2	organisation	organisation	NOUN
futech-440	397	3	systematically	systematically	ADV
futech-440	397	4	gathers	gather	VERB
futech-440	397	5	new	new	ADJ
futech-440	397	6	knowledge	knowledge	NOUN
futech-440	397	7	and	and	CCONJ
futech-440	397	8	modifies	modify	VERB
futech-440	397	9	the	the	DET
futech-440	397	10	de	de	NOUN
futech-440	397	11	...	...	X
futech-440	397	12	4	4	NUM
futech-440	397	13	.	.	X
futech-440	397	14	implementation	implementation	NOUN
futech-440	397	15	and	and	CCONJ
futech-440	397	16	case	case	NOUN
futech-440	397	17	study	study	VERB
futech-440	397	18	4.1	4.1	NUM
futech-440	397	19	system	system	NOUN
futech-440	397	20	implementation	implementation	NOUN
futech-440	397	21	the	the	DET
futech-440	397	22	use	use	NOUN
futech-440	397	23	of	of	ADP
futech-440	397	24	contemporary	contemporary	ADJ
futech-440	397	25	software	software	NOUN
futech-440	397	26	development	development	NOUN
futech-440	397	27	practices	practice	NOUN
futech-440	397	28	and	and	CCONJ
futech-440	397	29	cloud	cloud	ADJ
futech-440	397	30	-	-	PUNCT
futech-440	397	31	native	native	ADJ
futech-440	397	32	technologies	technology	NOUN
futech-440	397	33	enables	enable	VERB
futech-440	397	34	the	the	DET
futech-440	397	35	intelligent	intelligent	ADJ
futech-440	397	36	decision	decision	NOUN
futech-440	397	37	support	support	NOUN
futech-440	397	38	system	system	NOUN
futech-440	397	39	to	to	PART
futech-440	397	40	be	be	AUX
futech-440	397	41	implemented	implement	VERB
futech-440	397	42	in	in	ADP
futech-440	397	43	a	a	DET
futech-440	397	44	stepwise	stepwise	ADJ
futech-440	397	45	manner	manner	NOUN
futech-440	397	46	.	.	PUNCT
futech-440	398	1	backend	backend	NOUN
futech-440	398	2	services	service	NOUN
futech-440	398	3	are	be	AUX
futech-440	398	4	implemented	implement	VERB
futech-440	398	5	in	in	ADP
futech-440	398	6	python	python	NOUN
futech-440	398	7	3.9	3.9	NUM
futech-440	398	8	,	,	PUNCT
futech-440	398	9	the	the	DET
futech-440	398	10	frontend	frontend	NOUN
futech-440	398	11	user	user	NOUN
futech-440	398	12	interface	interface	NOUN
futech-440	398	13	is	be	AUX
futech-440	398	14	...	...	PUNCT
futech-440	398	15	figure	figure	NOUN
futech-440	398	16	3	3	NUM
futech-440	398	17	.	.	PUNCT
futech-440	398	18	system	system	NOUN
futech-440	398	19	implementation	implementation	NOUN
futech-440	398	20	process	process	NOUN
futech-440	398	21	flow	flow	VERB
futech-440	398	22	4.2	4.2	NUM
futech-440	398	23	case	case	NOUN
futech-440	398	24	study	study	NOUN
futech-440	398	25	in	in	ADP
futech-440	398	26	deciding	decide	VERB
futech-440	398	27	which	which	DET
futech-440	398	28	enterprises	enterprise	NOUN
futech-440	398	29	to	to	PART
futech-440	398	30	study	study	VERB
futech-440	398	31	,	,	PUNCT
futech-440	398	32	a	a	DET
futech-440	398	33	holistic	holistic	ADJ
futech-440	398	34	analysis	analysis	NOUN
futech-440	398	35	considering	consider	VERB
futech-440	398	36	aspects	aspect	NOUN
futech-440	398	37	like	like	ADP
futech-440	398	38	organisational	organisational	ADJ
futech-440	398	39	size	size	NOUN
futech-440	398	40	,	,	PUNCT
futech-440	398	41	sector	sector	NOUN
futech-440	398	42	,	,	PUNCT
futech-440	398	43	digital	digital	ADJ
futech-440	398	44	maturity	maturity	NOUN
futech-440	398	45	,	,	PUNCT
futech-440	398	46	and	and	CCONJ
futech-440	398	47	particular	particular	ADJ
futech-440	398	48	cases	case	NOUN
futech-440	398	49	of	of	ADP
futech-440	398	50	transformation	transformation	NOUN
futech-440	398	51	was	be	AUX
futech-440	398	52	followed	follow	VERB
futech-440	398	53	.	.	PUNCT
futech-440	399	1	the	the	DET
futech-440	399	2	selection	selection	NOUN
futech-440	399	3	process	process	NOUN
futech-440	399	4	centred	centre	VERB
futech-440	399	5	on	on	ADP
futech-440	399	6	those	those	PRON
futech-440	399	7	undergoing	undergo	VERB
futech-440	399	8	significant	significant	ADJ
futech-440	399	9	digi	digi	NOUN
futech-440	399	10	...	...	PUNCT
futech-440	399	11	table	table	NOUN
futech-440	399	12	1	1	NUM
futech-440	399	13	.	.	PUNCT
futech-440	399	14	characteristics	characteristic	NOUN
futech-440	399	15	of	of	ADP
futech-440	399	16	selected	select	VERB
futech-440	399	17	enterprises	enterprise	NOUN
futech-440	399	18	for	for	ADP
futech-440	399	19	system	system	NOUN
futech-440	399	20	implementation	implementation	NOUN
futech-440	399	21	*	*	PUNCT
futech-440	399	22	digital	digital	ADJ
futech-440	399	23	maturity	maturity	NOUN
futech-440	399	24	scale	scale	NOUN
futech-440	399	25	:	:	PUNCT
futech-440	399	26	1	1	NUM
futech-440	399	27	(	(	PUNCT
futech-440	399	28	minimal	minimal	ADJ
futech-440	399	29	)	)	PUNCT
futech-440	399	30	to	to	ADP
futech-440	399	31	5	5	NUM
futech-440	399	32	(	(	PUNCT
futech-440	399	33	advanced	advanced	ADJ
futech-440	399	34	)	)	PUNCT
futech-440	399	35	the	the	DET
futech-440	399	36	implementation	implementation	NOUN
futech-440	399	37	process	process	NOUN
futech-440	399	38	strategy	strategy	NOUN
futech-440	399	39	was	be	AUX
futech-440	399	40	carefully	carefully	ADV
futech-440	399	41	devised	devise	VERB
futech-440	399	42	to	to	PART
futech-440	399	43	systematically	systematically	ADV
futech-440	399	44	integrate	integrate	VERB
futech-440	399	45	and	and	CCONJ
futech-440	399	46	test	test	VERB
futech-440	399	47	the	the	DET
futech-440	399	48	intelligent	intelligent	ADJ
futech-440	399	49	decision	decision	NOUN
futech-440	399	50	support	support	NOUN
futech-440	399	51	system	system	NOUN
futech-440	399	52	across	across	ADP
futech-440	399	53	relevant	relevant	ADJ
futech-440	399	54	enterprises	enterprise	NOUN
futech-440	399	55	.	.	PUNCT
futech-440	400	1	the	the	DET
futech-440	400	2	first	first	ADJ
futech-440	400	3	step	step	NOUN
futech-440	400	4	incorporated	incorporate	VERB
futech-440	400	5	an	an	DET
futech-440	400	6	organisational	organisational	ADJ
futech-440	400	7	evaluation	evaluation	NOUN
futech-440	400	8	and	and	CCONJ
futech-440	400	9	infrastructure	infrastructure	NOUN
futech-440	400	10	setup	setup	NOUN
futech-440	400	11	that	that	SCONJ
futech-440	400	12	...	...	PUNCT
futech-440	401	1	data	datum	NOUN
futech-440	401	2	collection	collection	NOUN
futech-440	401	3	employed	employ	VERB
futech-440	401	4	automated	automate	VERB
futech-440	401	5	system	system	NOUN
futech-440	401	6	logs	log	NOUN
futech-440	401	7	and	and	CCONJ
futech-440	401	8	structured	structured	ADJ
futech-440	401	9	interviews	interview	NOUN
futech-440	401	10	across	across	ADP
futech-440	401	11	five	five	NUM
futech-440	401	12	enterprises	enterprise	NOUN
futech-440	401	13	over	over	ADP
futech-440	401	14	a	a	DET
futech-440	401	15	six	six	NUM
futech-440	401	16	-	-	PUNCT
futech-440	401	17	month	month	NOUN
futech-440	401	18	implementation	implementation	NOUN
futech-440	401	19	period	period	NOUN
futech-440	401	20	.	.	PUNCT
futech-440	402	1	quantitative	quantitative	ADJ
futech-440	402	2	metrics	metric	NOUN
futech-440	402	3	were	be	AUX
futech-440	402	4	captured	capture	VERB
futech-440	402	5	through	through	ADP
futech-440	402	6	continuous	continuous	ADJ
futech-440	402	7	monitoring	monitoring	NOUN
futech-440	402	8	while	while	SCONJ
futech-440	402	9	qualitative	qualitative	ADJ
futech-440	402	10	insights	insight	NOUN
futech-440	402	11	emerged	emerge	VERB
futech-440	402	12	from	from	ADP
futech-440	402	13	semi	semi	ADJ
futech-440	402	14	-	-	ADJ
futech-440	402	15	stru	stru	ADJ
futech-440	402	16	...	...	PUNCT
futech-440	402	17	table	table	NOUN
futech-440	403	1	2	2	NUM
futech-440	403	2	.	.	PUNCT
futech-440	403	3	key	key	ADJ
futech-440	403	4	performance	performance	NOUN
futech-440	403	5	metrics	metric	NOUN
futech-440	403	6	across	across	ADP
futech-440	403	7	implementation	implementation	NOUN
futech-440	403	8	enterprises	enterprise	NOUN
futech-440	403	9	4.3	4.3	NUM
futech-440	403	10	results	result	VERB
futech-440	403	11	analysis	analysis	NOUN
futech-440	403	12	the	the	DET
futech-440	403	13	metrics	metric	NOUN
futech-440	403	14	used	use	VERB
futech-440	403	15	in	in	ADP
futech-440	403	16	determining	determine	VERB
futech-440	403	17	the	the	DET
futech-440	403	18	performance	performance	NOUN
futech-440	403	19	of	of	ADP
futech-440	403	20	the	the	DET
futech-440	403	21	system	system	NOUN
futech-440	403	22	evaluation	evaluation	NOUN
futech-440	403	23	included	include	VERB
futech-440	403	24	the	the	DET
futech-440	403	25	effectiveness	effectiveness	NOUN
futech-440	403	26	and	and	CCONJ
futech-440	403	27	efficiency	efficiency	NOUN
futech-440	403	28	of	of	ADP
futech-440	403	29	the	the	DET
futech-440	403	30	intelligent	intelligent	ADJ
futech-440	403	31	decision	decision	NOUN
futech-440	403	32	support	support	NOUN
futech-440	403	33	system	system	NOUN
futech-440	403	34	throughout	throughout	ADP
futech-440	403	35	the	the	DET
futech-440	403	36	enterprises	enterprise	NOUN
futech-440	403	37	.	.	PUNCT
futech-440	404	1	the	the	DET
futech-440	404	2	evaluation	evaluation	NOUN
futech-440	404	3	focus	focus	NOUN
futech-440	404	4	was	be	AUX
futech-440	404	5	the	the	DET
futech-440	404	6	success	success	NOUN
futech-440	404	7	rate	rate	NOUN
futech-440	404	8	of	of	ADP
futech-440	404	9	the	the	DET
futech-440	404	10	provided	provide	VERB
futech-440	404	11	decisio	decisio	NOUN
futech-440	404	12	...	...	PUNCT
futech-440	404	13	figure	figure	NOUN
futech-440	404	14	4	4	NUM
futech-440	404	15	.	.	PUNCT
futech-440	404	16	system	system	NOUN
futech-440	404	17	performance	performance	NOUN
futech-440	404	18	metrics	metric	NOUN
futech-440	404	19	across	across	ADP
futech-440	404	20	enterprises	enterprise	NOUN
futech-440	404	21	feedback	feedback	NOUN
futech-440	404	22	collection	collection	NOUN
futech-440	404	23	was	be	AUX
futech-440	404	24	conducted	conduct	VERB
futech-440	404	25	using	use	VERB
futech-440	404	26	a	a	DET
futech-440	404	27	thorough	thorough	ADJ
futech-440	404	28	analysis	analysis	NOUN
futech-440	404	29	of	of	ADP
futech-440	404	30	the	the	DET
futech-440	404	31	system	system	NOUN
futech-440	404	32	's	's	PART
futech-440	404	33	usability	usability	NOUN
futech-440	404	34	,	,	PUNCT
futech-440	404	35	functionality	functionality	NOUN
futech-440	404	36	,	,	PUNCT
futech-440	404	37	and	and	CCONJ
futech-440	404	38	overall	overall	ADJ
futech-440	404	39	satisfaction	satisfaction	NOUN
futech-440	404	40	from	from	ADP
futech-440	404	41	different	different	ADJ
futech-440	404	42	user	user	NOUN
futech-440	404	43	roles	role	NOUN
futech-440	404	44	and	and	CCONJ
futech-440	404	45	companies	company	NOUN
futech-440	404	46	.	.	PUNCT
futech-440	405	1	the	the	DET
futech-440	405	2	responses	response	NOUN
futech-440	405	3	analysed	analyse	VERB
futech-440	405	4	were	be	AUX
futech-440	405	5	from	from	ADP
futech-440	405	6	150	150	NUM
futech-440	405	7	users	user	NOUN
futech-440	405	8	,	,	PUNCT
futech-440	405	9	comprising	comprise	VERB
futech-440	405	10	senior	senior	ADJ
futech-440	405	11	managers	manager	NOUN
futech-440	405	12	and	and	CCONJ
futech-440	405	13	decision	decision	NOUN
futech-440	405	14	...	...	PUNCT
futech-440	405	15	figure	figure	NOUN
futech-440	405	16	5	5	NUM
futech-440	405	17	.	.	PUNCT
futech-440	405	18	user	user	NOUN
futech-440	405	19	feedback	feedback	NOUN
futech-440	405	20	analysis	analysis	NOUN
futech-440	405	21	across	across	ADP
futech-440	405	22	system	system	NOUN
futech-440	405	23	features	feature	VERB
futech-440	405	24	the	the	DET
futech-440	405	25	analysis	analysis	NOUN
futech-440	405	26	of	of	ADP
futech-440	405	27	the	the	DET
futech-440	405	28	intelligent	intelligent	ADJ
futech-440	405	29	decision	decision	NOUN
futech-440	405	30	support	support	NOUN
futech-440	405	31	system	system	NOUN
futech-440	405	32	reveals	reveal	VERB
futech-440	405	33	that	that	SCONJ
futech-440	405	34	it	it	PRON
futech-440	405	35	has	have	AUX
futech-440	405	36	effectively	effectively	ADV
futech-440	405	37	improved	improve	VERB
futech-440	405	38	the	the	DET
futech-440	405	39	key	key	ADJ
futech-440	405	40	performance	performance	NOUN
futech-440	405	41	indicators	indicator	NOUN
futech-440	405	42	and	and	CCONJ
futech-440	405	43	metrics	metric	NOUN
futech-440	405	44	of	of	ADP
futech-440	405	45	an	an	DET
futech-440	405	46	organisation	organisation	NOUN
futech-440	405	47	(	(	PUNCT
futech-440	405	48	figure	figure	NOUN
futech-440	405	49	6	6	NUM
futech-440	405	50	)	)	PUNCT
futech-440	405	51	.	.	PUNCT
futech-440	406	1	throughout	throughout	ADP
futech-440	406	2	the	the	DET
futech-440	406	3	analysis	analysis	NOUN
futech-440	406	4	,	,	PUNCT
futech-440	406	5	the	the	DET
futech-440	406	6	system	system	NOUN
futech-440	406	7	has	have	AUX
futech-440	406	8	provided	provide	VERB
futech-440	406	9	effective	effective	ADJ
futech-440	406	10	longitudinal	longitudinal	ADJ
futech-440	406	11	impacts	impact	NOUN
futech-440	406	12	...	...	PUNCT
futech-440	406	13	figure	figure	NOUN
futech-440	406	14	6	6	NUM
futech-440	406	15	.	.	PUNCT
futech-440	407	1	comparative	comparative	ADJ
futech-440	407	2	analysis	analysis	NOUN
futech-440	407	3	of	of	ADP
futech-440	407	4	pre	pre	ADJ
futech-440	407	5	and	and	CCONJ
futech-440	407	6	post	post	ADJ
futech-440	407	7	-	-	ADJ
futech-440	407	8	implementation	implementation	ADJ
futech-440	407	9	performance	performance	NOUN
futech-440	407	10	metrics	metric	NOUN
futech-440	407	11	the	the	DET
futech-440	407	12	comparative	comparative	ADJ
futech-440	407	13	analysis	analysis	NOUN
futech-440	407	14	between	between	ADP
futech-440	407	15	the	the	DET
futech-440	407	16	proposed	propose	VERB
futech-440	407	17	intelligent	intelligent	ADJ
futech-440	407	18	decision	decision	NOUN
futech-440	407	19	support	support	NOUN
futech-440	407	20	system	system	NOUN
futech-440	407	21	and	and	CCONJ
futech-440	407	22	traditional	traditional	ADJ
futech-440	407	23	rule	rule	NOUN
futech-440	407	24	-	-	PUNCT
futech-440	407	25	based	base	VERB
futech-440	407	26	systems	system	NOUN
futech-440	407	27	reveals	reveal	VERB
futech-440	407	28	substantial	substantial	ADJ
futech-440	407	29	performance	performance	NOUN
futech-440	407	30	improvements	improvement	NOUN
futech-440	407	31	across	across	ADP
futech-440	407	32	multiple	multiple	ADJ
futech-440	407	33	operational	operational	ADJ
futech-440	407	34	metrics	metric	NOUN
futech-440	407	35	.	.	PUNCT
futech-440	408	1	as	as	SCONJ
futech-440	408	2	illustrated	illustrate	VERB
futech-440	408	3	in	in	ADP
futech-440	408	4	figure	figure	NOUN
futech-440	408	5	7	7	NUM
futech-440	408	6	,	,	PUNCT
futech-440	408	7	the	the	DET
futech-440	408	8	intelligent	intelligent	ADJ
futech-440	408	9	system	system	NOUN
futech-440	408	10	d	d	NOUN
futech-440	408	11	...	...	PUNCT
futech-440	408	12	5	5	X
futech-440	408	13	.	.	X
futech-440	408	14	discussion	discussion	NOUN
futech-440	408	15	5.1	5.1	NUM
futech-440	408	16	research	research	NOUN
futech-440	408	17	findings	finding	NOUN
futech-440	408	18	these	these	PRON
futech-440	408	19	implemented	implement	VERB
futech-440	408	20	intelligent	intelligent	ADJ
futech-440	408	21	decision	decision	NOUN
futech-440	408	22	support	support	NOUN
futech-440	408	23	systems	system	NOUN
futech-440	408	24	enabled	enable	VERB
futech-440	408	25	remarkable	remarkable	ADJ
futech-440	408	26	advancements	advancement	NOUN
futech-440	408	27	in	in	ADP
futech-440	408	28	the	the	DET
futech-440	408	29	organisational	organisational	ADJ
futech-440	408	30	change	change	NOUN
futech-440	408	31	management	management	NOUN
futech-440	408	32	processes	process	NOUN
futech-440	408	33	,	,	PUNCT
futech-440	408	34	as	as	SCONJ
futech-440	408	35	the	the	DET
futech-440	408	36	research	research	NOUN
futech-440	408	37	results	result	VERB
futech-440	408	38	showcase	showcase	NOUN
futech-440	408	39	.	.	PUNCT
futech-440	409	1	in	in	ADP
futech-440	409	2	the	the	DET
futech-440	409	3	quantitative	quantitative	ADJ
futech-440	409	4	assessment	assessment	NOUN
futech-440	409	5	,	,	PUNCT
futech-440	409	6	there	there	PRON
futech-440	409	7	were	be	VERB
futech-440	409	8	substantial	substantial	ADJ
futech-440	409	9	increases	increase	NOUN
futech-440	409	10	in	in	ADP
futech-440	409	11	the	the	DET
futech-440	409	12	importa	importa	NOUN
futech-440	409	13	...	...	PUNCT
futech-440	409	14	figure	figure	NOUN
futech-440	409	15	7	7	NUM
futech-440	409	16	.	.	PUNCT
futech-440	409	17	comparative	comparative	ADJ
futech-440	409	18	performance	performance	NOUN
futech-440	409	19	analysis	analysis	NOUN
futech-440	409	20	:	:	PUNCT
futech-440	409	21	intelligent	intelligent	ADJ
futech-440	409	22	vs	vs	ADP
futech-440	409	23	traditional	traditional	ADJ
futech-440	409	24	systems	system	NOUN
futech-440	409	25	5.2	5.2	NUM
futech-440	409	26	linking	link	VERB
futech-440	409	27	theory	theory	NOUN
futech-440	409	28	and	and	CCONJ
futech-440	409	29	practice	practice	VERB
futech-440	409	30	this	this	DET
futech-440	409	31	study	study	NOUN
futech-440	409	32	bridges	bridge	VERB
futech-440	409	33	theoretical	theoretical	ADJ
futech-440	409	34	foundations	foundation	NOUN
futech-440	409	35	with	with	ADP
futech-440	409	36	practical	practical	ADJ
futech-440	409	37	implementation	implementation	NOUN
futech-440	409	38	by	by	ADP
futech-440	409	39	systematically	systematically	ADV
futech-440	409	40	mapping	map	VERB
futech-440	409	41	conceptual	conceptual	ADJ
futech-440	409	42	frameworks	framework	NOUN
futech-440	409	43	to	to	ADP
futech-440	409	44	specific	specific	ADJ
futech-440	409	45	system	system	NOUN
futech-440	409	46	components	component	NOUN
futech-440	409	47	,	,	PUNCT
futech-440	409	48	as	as	SCONJ
futech-440	409	49	illustrated	illustrate	VERB
futech-440	409	50	in	in	ADP
futech-440	409	51	table	table	NOUN
futech-440	409	52	3	3	NUM
futech-440	409	53	.	.	PUNCT
futech-440	410	1	the	the	DET
futech-440	410	2	integration	integration	NOUN
futech-440	410	3	of	of	ADP
futech-440	410	4	digital	digital	ADJ
futech-440	410	5	economy	economy	NOUN
futech-440	410	6	theory	theory	NOUN
futech-440	410	7	,	,	PUNCT
futech-440	410	8	organizational	organizational	ADJ
futech-440	410	9	change	change	NOUN
futech-440	410	10	models	model	NOUN
futech-440	410	11	,	,	PUNCT
futech-440	410	12	...	...	PUNCT
futech-440	410	13	table	table	NOUN
futech-440	410	14	3	3	X
futech-440	410	15	.	.	PUNCT
futech-440	411	1	mapping	mapping	NOUN
futech-440	411	2	of	of	ADP
futech-440	411	3	theoretical	theoretical	ADJ
futech-440	411	4	foundations	foundation	NOUN
futech-440	411	5	to	to	PART
futech-440	411	6	system	system	NOUN
futech-440	411	7	components	component	NOUN
futech-440	411	8	the	the	DET
futech-440	411	9	implementation	implementation	NOUN
futech-440	411	10	of	of	ADP
futech-440	411	11	the	the	DET
futech-440	411	12	intelligent	intelligent	ADJ
futech-440	411	13	decision	decision	NOUN
futech-440	411	14	support	support	NOUN
futech-440	411	15	system	system	NOUN
futech-440	411	16	incorporates	incorporate	VERB
futech-440	411	17	comprehensive	comprehensive	ADJ
futech-440	411	18	data	datum	NOUN
futech-440	411	19	protection	protection	NOUN
futech-440	411	20	measures	measure	NOUN
futech-440	411	21	aligned	align	VERB
futech-440	411	22	with	with	ADP
futech-440	411	23	gdpr	gdpr	NOUN
futech-440	411	24	requirements	requirement	NOUN
futech-440	411	25	and	and	CCONJ
futech-440	411	26	contemporary	contemporary	ADJ
futech-440	411	27	privacy	privacy	NOUN
futech-440	411	28	standards	standard	NOUN
futech-440	411	29	.	.	PUNCT
futech-440	412	1	the	the	DET
futech-440	412	2	system	system	NOUN
futech-440	412	3	employs	employ	VERB
futech-440	412	4	differential	differential	ADJ
futech-440	412	5	privacy	privacy	NOUN
futech-440	412	6	techniques	technique	NOUN
futech-440	412	7	to	to	PART
futech-440	412	8	ensure	ensure	VERB
futech-440	412	9	individua	individua	NOUN
futech-440	412	10	...	...	PUNCT
futech-440	412	11	6	6	X
futech-440	412	12	.	.	X
futech-440	412	13	conclusion	conclusion	NOUN
futech-440	412	14	supported	support	VERB
futech-440	412	15	by	by	ADP
futech-440	412	16	evidence	evidence	NOUN
futech-440	412	17	gathered	gather	VERB
futech-440	412	18	from	from	ADP
futech-440	412	19	multiple	multiple	ADJ
futech-440	412	20	sources	source	NOUN
futech-440	412	21	,	,	PUNCT
futech-440	412	22	this	this	DET
futech-440	412	23	research	research	NOUN
futech-440	412	24	examined	examine	VERB
futech-440	412	25	the	the	DET
futech-440	412	26	role	role	NOUN
futech-440	412	27	of	of	ADP
futech-440	412	28	intelligent	intelligent	ADJ
futech-440	412	29	decision	decision	NOUN
futech-440	412	30	support	support	NOUN
futech-440	412	31	systems	system	NOUN
futech-440	412	32	in	in	ADP
futech-440	412	33	managing	manage	VERB
futech-440	412	34	organisational	organisational	ADJ
futech-440	412	35	changes	change	NOUN
futech-440	412	36	in	in	ADP
futech-440	412	37	relation	relation	NOUN
futech-440	412	38	to	to	ADP
futech-440	412	39	the	the	DET
futech-440	412	40	digital	digital	ADJ
futech-440	412	41	economy	economy	NOUN
futech-440	412	42	context	context	NOUN
futech-440	412	43	.	.	PUNCT
futech-440	413	1	the	the	DET
futech-440	413	2	system	system	NOUN
futech-440	413	3	produced	produce	VERB
futech-440	413	4	considerable	considerable	ADJ
futech-440	413	5	gains	gain	NOUN
futech-440	413	6	in	in	ADP
futech-440	413	7	the	the	PRON
futech-440	413	8	...	...	PUNCT
futech-440	413	9	the	the	DET
futech-440	413	10	manuscript	manuscript	NOUN
futech-440	413	11	contains	contain	VERB
futech-440	413	12	all	all	DET
futech-440	413	13	the	the	DET
futech-440	413	14	data	datum	NOUN
futech-440	413	15	.	.	PUNCT
futech-440	414	1	however	however	ADV
futech-440	414	2	,	,	PUNCT
futech-440	414	3	more	more	ADJ
futech-440	414	4	data	datum	NOUN
futech-440	414	5	will	will	AUX
futech-440	414	6	be	be	AUX
futech-440	414	7	available	available	ADJ
futech-440	414	8	upon	upon	SCONJ
futech-440	414	9	request	request	NOUN
futech-440	414	10	from	from	ADP
futech-440	414	11	the	the	DET
futech-440	414	12	author	author	NOUN
futech-440	414	13	.	.	PUNCT
futech-440	415	1	conflict	conflict	NOUN
futech-440	415	2	of	of	ADP
futech-440	415	3	interest	interest	NOUN
futech-440	415	4	the	the	DET
futech-440	415	5	author	author	NOUN
futech-440	415	6	declares	declare	VERB
futech-440	415	7	no	no	DET
futech-440	415	8	potential	potential	ADJ
futech-440	415	9	conflict	conflict	NOUN
futech-440	415	10	of	of	ADP
futech-440	415	11	interest	interest	NOUN
futech-440	415	12	.	.	PUNCT
futech-440	416	1	references	reference	NOUN
futech-440	416	2	[	[	X
futech-440	416	3	1	1	NUM
futech-440	416	4	]	]	X
futech-440	416	5	entezami	entezami	NOUN
futech-440	416	6	,	,	PUNCT
futech-440	416	7	m.	m.	NOUN
futech-440	416	8	,	,	PUNCT
futech-440	416	9	basirat	basirat	PROPN
futech-440	416	10	,	,	PUNCT
futech-440	416	11	s.	s.	PROPN
futech-440	416	12	,	,	PUNCT
futech-440	416	13	moghaddami	moghaddami	PROPN
futech-440	416	14	,	,	PUNCT
futech-440	416	15	b.	b.	PROPN
futech-440	416	16	,	,	PUNCT
futech-440	416	17	bazmandeh	bazmandeh	PROPN
futech-440	416	18	,	,	PUNCT
futech-440	416	19	d.	d.	PROPN
futech-440	416	20	,	,	PUNCT
futech-440	416	21	&	&	CCONJ
futech-440	416	22	charkhian	charkhian	PROPN
futech-440	416	23	,	,	PUNCT
futech-440	416	24	d.	d.	PROPN
futech-440	416	25	(	(	PUNCT
futech-440	416	26	2025	2025	NUM
futech-440	416	27	)	)	PUNCT
futech-440	416	28	.	.	PUNCT
futech-440	417	1	examining	examine	VERB
futech-440	417	2	the	the	DET
futech-440	417	3	importance	importance	NOUN
futech-440	417	4	of	of	ADP
futech-440	417	5	ai	ai	NOUN
futech-440	417	6	-	-	PUNCT
futech-440	417	7	based	base	VERB
futech-440	417	8	criteria	criterion	NOUN
futech-440	417	9	in	in	ADP
futech-440	417	10	the	the	DET
futech-440	417	11	development	development	NOUN
futech-440	417	12	of	of	ADP
futech-440	417	13	the	the	DET
futech-440	417	14	digital	digital	ADJ
futech-440	417	15	economy	economy	NOUN
futech-440	417	16	:	:	PUNCT
futech-440	417	17	a	a	DET
futech-440	417	18	multi	multi	ADJ
futech-440	417	19	-	-	ADJ
futech-440	417	20	criteria	criterion	NOUN
futech-440	417	21	decision	decision	NOUN
futech-440	417	22	-	-	PUNCT
futech-440	417	23	making	make	VERB
futech-440	417	24	approach	approach	NOUN
futech-440	417	25	.	.	PUNCT
futech-440	418	1	journal	journal	NOUN
futech-440	418	2	of	of	ADP
futech-440	418	3	soft	soft	ADJ
futech-440	418	4	computing	computing	NOUN
futech-440	418	5	and	and	CCONJ
futech-440	418	6	dec	dec	PROPN
futech-440	418	7	...	...	PUNCT
futech-440	419	1	[	[	X
futech-440	419	2	2	2	NUM
futech-440	419	3	]	]	X
futech-440	419	4	shahi	shahi	PROPN
futech-440	419	5	,	,	PUNCT
futech-440	419	6	c.	c.	PROPN
futech-440	419	7	,	,	PUNCT
futech-440	419	8	&	&	CCONJ
futech-440	419	9	sinha	sinha	PROPN
futech-440	419	10	,	,	PUNCT
futech-440	419	11	m.	m.	NOUN
futech-440	419	12	(	(	PUNCT
futech-440	419	13	2021	2021	NUM
futech-440	419	14	)	)	PUNCT
futech-440	419	15	.	.	PUNCT
futech-440	420	1	digital	digital	ADJ
futech-440	420	2	transformation	transformation	NOUN
futech-440	420	3	:	:	PUNCT
futech-440	420	4	challenges	challenge	NOUN
futech-440	420	5	faced	face	VERB
futech-440	420	6	by	by	ADP
futech-440	420	7	organizations	organization	NOUN
futech-440	420	8	and	and	CCONJ
futech-440	420	9	their	their	PRON
futech-440	420	10	potential	potential	ADJ
futech-440	420	11	solutions	solution	NOUN
futech-440	420	12	.	.	PUNCT
futech-440	421	1	international	international	ADJ
futech-440	421	2	journal	journal	PROPN
futech-440	421	3	of	of	ADP
futech-440	421	4	innovation	innovation	NOUN
futech-440	421	5	science	science	NOUN
futech-440	421	6	,	,	PUNCT
futech-440	421	7	13(1	13(1	NUM
futech-440	421	8	)	)	PUNCT
futech-440	421	9	,	,	PUNCT
futech-440	421	10	17	17	NUM
futech-440	421	11	-	-	SYM
futech-440	421	12	33	33	NUM
futech-440	421	13	.	.	PUNCT
futech-440	422	1	doi	doi	NOUN
futech-440	422	2	:	:	PUNCT
futech-440	422	3	https://doi.org/10.1111/caim.12414	https://doi.org/10.1111/caim.12414	NOUN
futech-440	422	4	.	.	PUNCT
futech-440	423	1	[	[	X
futech-440	423	2	3	3	NUM
futech-440	423	3	]	]	X
futech-440	423	4	onwujekwe	onwujekwe	ADJ
futech-440	423	5	,	,	PUNCT
futech-440	423	6	g.	g.	PROPN
futech-440	423	7	,	,	PUNCT
futech-440	423	8	&	&	CCONJ
futech-440	423	9	weistroffer	weistroffer	PROPN
futech-440	423	10	,	,	PUNCT
futech-440	423	11	h.	h.	PROPN
futech-440	423	12	r.	r.	PROPN
futech-440	423	13	(	(	PUNCT
futech-440	423	14	2025	2025	NUM
futech-440	423	15	)	)	PUNCT
futech-440	423	16	.	.	PUNCT
futech-440	424	1	intelligent	intelligent	ADJ
futech-440	424	2	decision	decision	NOUN
futech-440	424	3	support	support	NOUN
futech-440	424	4	systems	system	NOUN
futech-440	424	5	:	:	PUNCT
futech-440	424	6	an	an	DET
futech-440	424	7	analysis	analysis	NOUN
futech-440	424	8	of	of	ADP
futech-440	424	9	the	the	DET
futech-440	424	10	literature	literature	NOUN
futech-440	424	11	and	and	CCONJ
futech-440	424	12	a	a	DET
futech-440	424	13	framework	framework	NOUN
futech-440	424	14	for	for	ADP
futech-440	424	15	development	development	NOUN
futech-440	424	16	.	.	PUNCT
futech-440	425	1	information	information	NOUN
futech-440	425	2	systems	system	NOUN
futech-440	425	3	frontiers	frontier	NOUN
futech-440	425	4	,	,	PUNCT
futech-440	425	5	1	1	NUM
futech-440	425	6	-	-	SYM
futech-440	425	7	32	32	NUM
futech-440	425	8	.	.	PUNCT
futech-440	426	1	doi	doi	NOUN
futech-440	426	2	:	:	PUNCT
futech-440	426	3	https://doi.org/10.1007/s10796-024-10571-1	https://doi.org/10.1007/s10796-024-10571-1	NUM
futech-440	426	4	.	.	PUNCT
futech-440	427	1	[	[	X
futech-440	427	2	4	4	NUM
futech-440	427	3	]	]	X
futech-440	427	4	mohammed	mohamme	VERB
futech-440	427	5	-	-	PUNCT
futech-440	427	6	shittu	shittu	ADJ
futech-440	427	7	,	,	PUNCT
futech-440	427	8	n.	n.	NOUN
futech-440	427	9	(	(	PUNCT
futech-440	427	10	2025	2025	NUM
futech-440	427	11	)	)	PUNCT
futech-440	427	12	.	.	PUNCT
futech-440	428	1	artificial	artificial	ADJ
futech-440	428	2	intelligence	intelligence	NOUN
futech-440	428	3	(	(	PUNCT
futech-440	428	4	ai)-driven	ai)-driven	ADJ
futech-440	428	5	decision	decision	NOUN
futech-440	428	6	support	support	NOUN
futech-440	428	7	systems	system	NOUN
futech-440	428	8	for	for	ADP
futech-440	428	9	sustainable	sustainable	ADJ
futech-440	428	10	administration	administration	NOUN
futech-440	428	11	of	of	ADP
futech-440	428	12	public	public	ADJ
futech-440	428	13	universities	university	NOUN
futech-440	428	14	in	in	ADP
futech-440	428	15	rivers	river	NOUN
futech-440	428	16	state	state	PROPN
futech-440	428	17	,	,	PUNCT
futech-440	428	18	nigeria	nigeria	PROPN
futech-440	428	19	.	.	PUNCT
futech-440	429	1	international	international	ADJ
futech-440	429	2	journal	journal	PROPN
futech-440	429	3	of	of	ADP
futech-440	429	4	educational	educational	ADJ
futech-440	429	5	management	management	NOUN
futech-440	429	6	,	,	PUNCT
futech-440	429	7	rivers	river	NOUN
futech-440	429	8	state	state	PROPN
futech-440	429	9	university	university	PROPN
futech-440	429	10	.	.	PUNCT
futech-440	429	11	,	,	PUNCT
futech-440	429	12	1	1	NUM
futech-440	429	13	(	(	PUNCT
futech-440	429	14	...	...	PUNCT
futech-440	430	1	[	[	X
futech-440	430	2	5	5	NUM
futech-440	430	3	]	]	PUNCT
futech-440	430	4	shknai	shknai	ADJ
futech-440	430	5	,	,	PUNCT
futech-440	430	6	o.	o.	PROPN
futech-440	430	7	s.	s.	PROPN
futech-440	430	8	,	,	PUNCT
futech-440	430	9	nechyporuk	nechyporuk	PROPN
futech-440	430	10	,	,	PUNCT
futech-440	430	11	o.	o.	PROPN
futech-440	430	12	,	,	PUNCT
futech-440	430	13	nalapko	nalapko	PROPN
futech-440	430	14	,	,	PUNCT
futech-440	430	15	o.	o.	NOUN
futech-440	430	16	,	,	PUNCT
futech-440	430	17	buyalo	buyalo	NOUN
futech-440	430	18	,	,	PUNCT
futech-440	430	19	o.	o.	NOUN
futech-440	430	20	,	,	PUNCT
futech-440	430	21	&	&	CCONJ
futech-440	430	22	lyashenko	lyashenko	PROPN
futech-440	430	23	,	,	PUNCT
futech-440	430	24	a.	a.	NOUN
futech-440	430	25	(	(	PUNCT
futech-440	430	26	2025	2025	NUM
futech-440	430	27	)	)	PUNCT
futech-440	430	28	.	.	PUNCT
futech-440	431	1	a	a	DET
futech-440	431	2	set	set	NOUN
futech-440	431	3	of	of	ADP
futech-440	431	4	methods	method	NOUN
futech-440	431	5	for	for	ADP
futech-440	431	6	enhancing	enhance	VERB
futech-440	431	7	the	the	DET
futech-440	431	8	efficiency	efficiency	NOUN
futech-440	431	9	of	of	ADP
futech-440	431	10	information	information	NOUN
futech-440	431	11	processing	processing	NOUN
futech-440	431	12	in	in	ADP
futech-440	431	13	intelligent	intelligent	ADJ
futech-440	431	14	decision	decision	NOUN
futech-440	431	15	support	support	NOUN
futech-440	431	16	systems	system	NOUN
futech-440	431	17	.	.	PUNCT
futech-440	432	1	d29	d29	PROPN
futech-440	432	2	authors	author	NOUN
futech-440	432	3	:	:	PUNCT
futech-440	432	4	edited	edit	VERB
futech-440	432	5	by	by	ADP
futech-440	432	6	svitlana	svitlana	PROPN
futech-440	432	7	kashkevich	kashkevich	PROPN
futech-440	432	8	,	,	PUNCT
futech-440	432	9	62	62	NUM
futech-440	432	10	.	.	PUNCT
futech-440	433	1	doi	doi	NOUN
futech-440	433	2	:	:	PUNCT
futech-440	433	3	...	...	PUNCT
futech-440	434	1	[	[	X
futech-440	434	2	6	6	NUM
futech-440	434	3	]	]	SYM
futech-440	434	4	li	li	PROPN
futech-440	434	5	,	,	PUNCT
futech-440	434	6	t.	t.	PROPN
futech-440	434	7	,	,	PUNCT
futech-440	434	8	zheng	zheng	PROPN
futech-440	434	9	,	,	PUNCT
futech-440	434	10	m.	m.	NOUN
futech-440	434	11	,	,	PUNCT
futech-440	434	12	&	&	CCONJ
futech-440	434	13	zhou	zhou	PROPN
futech-440	434	14	,	,	PUNCT
futech-440	434	15	y.	y.	PROPN
futech-440	434	16	(	(	PUNCT
futech-440	434	17	2025	2025	NUM
futech-440	434	18	)	)	PUNCT
futech-440	434	19	.	.	PUNCT
futech-440	435	1	ltpnet	ltpnet	ADJ
futech-440	435	2	integration	integration	NOUN
futech-440	435	3	of	of	ADP
futech-440	435	4	deep	deep	ADJ
futech-440	435	5	learning	learning	NOUN
futech-440	435	6	and	and	CCONJ
futech-440	435	7	environmental	environmental	ADJ
futech-440	435	8	decision	decision	NOUN
futech-440	435	9	support	support	NOUN
futech-440	435	10	systems	system	NOUN
futech-440	435	11	for	for	ADP
futech-440	435	12	renewable	renewable	ADJ
futech-440	435	13	energy	energy	NOUN
futech-440	435	14	demand	demand	NOUN
futech-440	435	15	forecasting	forecasting	NOUN
futech-440	435	16	:	:	PUNCT
futech-440	435	17	deep	deep	ADJ
futech-440	435	18	learning	learning	NOUN
futech-440	435	19	for	for	ADP
futech-440	435	20	renewable	renewable	ADJ
futech-440	435	21	energy	energy	NOUN
futech-440	435	22	demand	demand	NOUN
futech-440	435	23	prediction	prediction	NOUN
futech-440	435	24	.	.	PUNCT
futech-440	436	1	journal	journal	NOUN
futech-440	436	2	of	of	ADP
futech-440	436	3	organizational	organizational	ADJ
futech-440	436	4	and	and	CCONJ
futech-440	436	5	end	end	NOUN
futech-440	436	6	...	...	PUNCT
futech-440	437	1	[	[	X
futech-440	437	2	7	7	NUM
futech-440	437	3	]	]	X
futech-440	437	4	majnoor	majnoor	NOUN
futech-440	437	5	,	,	PUNCT
futech-440	437	6	n.	n.	NOUN
futech-440	437	7	,	,	PUNCT
futech-440	437	8	&	&	CCONJ
futech-440	437	9	vinayagam	vinayagam	PROPN
futech-440	437	10	,	,	PUNCT
futech-440	437	11	k.	k.	PROPN
futech-440	437	12	(	(	PUNCT
futech-440	437	13	2023	2023	NUM
futech-440	437	14	)	)	PUNCT
futech-440	437	15	.	.	PUNCT
futech-440	438	1	the	the	DET
futech-440	438	2	ascendency	ascendency	NOUN
futech-440	438	3	of	of	ADP
futech-440	438	4	the	the	DET
futech-440	438	5	paradigm	paradigm	NOUN
futech-440	438	6	shift	shift	NOUN
futech-440	438	7	from	from	ADP
futech-440	438	8	organizational	organizational	ADJ
futech-440	438	9	change	change	NOUN
futech-440	438	10	management	management	NOUN
futech-440	438	11	to	to	PART
futech-440	438	12	change	change	VERB
futech-440	438	13	agility	agility	NOUN
futech-440	438	14	.	.	PUNCT
futech-440	439	1	international	international	ADJ
futech-440	439	2	journal	journal	PROPN
futech-440	439	3	of	of	ADP
futech-440	439	4	professional	professional	PROPN
futech-440	439	5	business	business	PROPN
futech-440	439	6	review	review	PROPN
futech-440	439	7	:	:	PUNCT
futech-440	439	8	int	int	NOUN
futech-440	439	9	.	.	PUNCT
futech-440	440	1	j.	j.	PROPN
futech-440	440	2	prof	prof	PROPN
futech-440	440	3	.	.	PUNCT
futech-440	441	1	bus	bus	PROPN
futech-440	441	2	.	.	PUNCT
futech-440	442	1	rev	rev	PROPN
futech-440	442	2	.	.	PROPN
futech-440	442	3	,	,	PUNCT
futech-440	442	4	8(4	8(4	NUM
futech-440	442	5	)	)	PUNCT
futech-440	442	6	,	,	PUNCT
futech-440	443	1	19	19	NUM
futech-440	443	2	.	.	PUNCT
futech-440	443	3	doi	doi	NOUN
futech-440	443	4	:	:	PUNCT
futech-440	443	5	https://doi.org/10.2	https://doi.org/10.2	NOUN
futech-440	443	6	...	...	PUNCT
futech-440	444	1	[	[	X
futech-440	444	2	8	8	NUM
futech-440	444	3	]	]	SYM
futech-440	444	4	passiante	passiante	NOUN
futech-440	444	5	,	,	PUNCT
futech-440	444	6	g.	g.	PROPN
futech-440	444	7	,	,	PUNCT
futech-440	444	8	&	&	CCONJ
futech-440	444	9	ruggiero	ruggiero	PROPN
futech-440	444	10	,	,	PUNCT
futech-440	444	11	g.	g.	PROPN
futech-440	444	12	(	(	PUNCT
futech-440	444	13	2025	2025	NUM
futech-440	444	14	)	)	PUNCT
futech-440	444	15	.	.	PUNCT
futech-440	445	1	an	an	DET
futech-440	445	2	innovative	innovative	ADJ
futech-440	445	3	management	management	NOUN
futech-440	445	4	in	in	ADP
futech-440	445	5	the	the	DET
futech-440	445	6	digital	digital	ADJ
futech-440	445	7	economy	economy	NOUN
futech-440	445	8	:	:	PUNCT
futech-440	445	9	the	the	DET
futech-440	445	10	cnr	cnr	PROPN
futech-440	445	11	case	case	NOUN
futech-440	445	12	study	study	NOUN
futech-440	445	13	.	.	PUNCT
futech-440	446	1	in	in	ADP
futech-440	446	2	digital	digital	ADJ
futech-440	446	3	innovation	innovation	NOUN
futech-440	446	4	management	management	NOUN
futech-440	446	5	:	:	PUNCT
futech-440	446	6	people	people	NOUN
futech-440	446	7	,	,	PUNCT
futech-440	446	8	process	process	NOUN
futech-440	446	9	,	,	PUNCT
futech-440	446	10	platforms	platform	NOUN
futech-440	446	11	and	and	CCONJ
futech-440	446	12	policy	policy	NOUN
futech-440	446	13	(	(	PUNCT
futech-440	446	14	pp	pp	ADJ
futech-440	446	15	.	.	PUNCT
futech-440	446	16	1	1	NUM
futech-440	446	17	-	-	SYM
futech-440	446	18	20	20	NUM
futech-440	446	19	)	)	PUNCT
futech-440	446	20	.	.	PUNCT
futech-440	447	1	cham	cham	PROPN
futech-440	447	2	:	:	PUNCT
futech-440	447	3	springer	springer	NOUN
futech-440	447	4	nature	nature	PROPN
futech-440	447	5	switzerland	switzerland	PROPN
futech-440	447	6	.	.	PUNCT
futech-440	448	1	doi	doi	PROPN
futech-440	448	2	:	:	PUNCT
futech-440	448	3	https://doi.org	https://doi.org	ADJ
futech-440	448	4	...	...	PUNCT
futech-440	449	1	[	[	X
futech-440	449	2	9	9	NUM
futech-440	449	3	]	]	PUNCT
futech-440	449	4	shah	shah	NOUN
futech-440	449	5	,	,	PUNCT
futech-440	449	6	n.	n.	NOUN
futech-440	449	7	,	,	PUNCT
futech-440	449	8	zehri	zehri	PROPN
futech-440	449	9	,	,	PUNCT
futech-440	449	10	a.	a.	PROPN
futech-440	449	11	w.	w.	PROPN
futech-440	449	12	,	,	PUNCT
futech-440	449	13	saraih	saraih	NOUN
futech-440	449	14	,	,	PUNCT
futech-440	449	15	u.	u.	PROPN
futech-440	449	16	n.	n.	PROPN
futech-440	449	17	,	,	PUNCT
futech-440	449	18	abdelwahed	abdelwahe	VERB
futech-440	449	19	,	,	PUNCT
futech-440	449	20	n.	n.	PROPN
futech-440	449	21	a.	a.	PROPN
futech-440	449	22	a.	a.	PROPN
futech-440	449	23	,	,	PUNCT
futech-440	449	24	&	&	CCONJ
futech-440	449	25	soomro	soomro	PROPN
futech-440	449	26	,	,	PUNCT
futech-440	449	27	b.	b.	PROPN
futech-440	449	28	a.	a.	PROPN
futech-440	449	29	(	(	PUNCT
futech-440	449	30	2024	2024	NUM
futech-440	449	31	)	)	PUNCT
futech-440	449	32	.	.	PUNCT
futech-440	450	1	the	the	DET
futech-440	450	2	role	role	NOUN
futech-440	450	3	of	of	ADP
futech-440	450	4	digital	digital	ADJ
futech-440	450	5	technology	technology	NOUN
futech-440	450	6	and	and	CCONJ
futech-440	450	7	digital	digital	ADJ
futech-440	450	8	innovation	innovation	NOUN
futech-440	450	9	towards	towards	ADP
futech-440	450	10	firm	firm	ADJ
futech-440	450	11	performance	performance	NOUN
futech-440	450	12	in	in	ADP
futech-440	450	13	a	a	DET
futech-440	450	14	digital	digital	ADJ
futech-440	450	15	economy	economy	NOUN
futech-440	450	16	.	.	PUNCT
futech-440	451	1	kybernetes	kybernete	NOUN
futech-440	451	2	,	,	PUNCT
futech-440	451	3	53(2	53(2	NUM
futech-440	451	4	)	)	PUNCT
futech-440	451	5	,	,	PUNCT
futech-440	451	6	620	620	NUM
futech-440	451	7	-	-	SYM
futech-440	451	8	644	644	NUM
futech-440	451	9	.	.	PUNCT
futech-440	452	1	doi	doi	NOUN
futech-440	452	2	:	:	PUNCT
futech-440	452	3	https://doi.org/10.1108/k-0	https://doi.org/10.1108/k-0	NOUN
futech-440	452	4	...	...	PUNCT
futech-440	453	1	[	[	X
futech-440	453	2	10	10	NUM
futech-440	453	3	]	]	X
futech-440	453	4	silva	silva	PROPN
futech-440	453	5	,	,	PUNCT
futech-440	453	6	d.	d.	PROPN
futech-440	453	7	c.	c.	PROPN
futech-440	453	8	,	,	PUNCT
futech-440	453	9	ferreira	ferreira	PROPN
futech-440	453	10	,	,	PUNCT
futech-440	453	11	f.	f.	PROPN
futech-440	453	12	a.	a.	PROPN
futech-440	453	13	,	,	PUNCT
futech-440	453	14	milici	milici	PROPN
futech-440	453	15	,	,	PUNCT
futech-440	453	16	a.	a.	PROPN
futech-440	453	17	,	,	PUNCT
futech-440	453	18	ferreira	ferreira	PROPN
futech-440	453	19	,	,	PUNCT
futech-440	453	20	j.	j.	PROPN
futech-440	453	21	j.	j.	PROPN
futech-440	453	22	,	,	PUNCT
futech-440	453	23	&	&	CCONJ
futech-440	453	24	ferreira	ferreira	PROPN
futech-440	453	25	,	,	PUNCT
futech-440	453	26	n.	n.	PROPN
futech-440	453	27	c.	c.	PROPN
futech-440	453	28	(	(	PUNCT
futech-440	453	29	2025	2025	NUM
futech-440	453	30	)	)	PUNCT
futech-440	453	31	.	.	PUNCT
futech-440	454	1	business	business	NOUN
futech-440	454	2	transformation	transformation	NOUN
futech-440	454	3	processes	process	NOUN
futech-440	454	4	and	and	CCONJ
futech-440	454	5	society	society	NOUN
futech-440	454	6	5.0	5.0	NUM
futech-440	454	7	:	:	PUNCT
futech-440	454	8	opportunities	opportunity	NOUN
futech-440	454	9	and	and	CCONJ
futech-440	454	10	challenges	challenge	NOUN
futech-440	454	11	.	.	PUNCT
futech-440	455	1	management	management	NOUN
futech-440	455	2	decision	decision	NOUN
futech-440	455	3	.	.	PUNCT
futech-440	456	1	doi	doi	NOUN
futech-440	456	2	:	:	PUNCT
futech-440	456	3	https://doi.org/10.1108/md-05-2024-1209	https://doi.org/10.1108/md-05-2024-1209	VERB
futech-440	456	4	.	.	PUNCT
futech-440	457	1	[	[	X
futech-440	457	2	11	11	NUM
futech-440	457	3	]	]	X
futech-440	457	4	lv	lv	PROPN
futech-440	457	5	,	,	PUNCT
futech-440	457	6	b.	b.	PROPN
futech-440	457	7	,	,	PUNCT
futech-440	457	8	deng	deng	PROPN
futech-440	457	9	,	,	PUNCT
futech-440	457	10	y.	y.	PROPN
futech-440	457	11	,	,	PUNCT
futech-440	457	12	meng	meng	PROPN
futech-440	457	13	,	,	PUNCT
futech-440	457	14	w.	w.	PROPN
futech-440	457	15	,	,	PUNCT
futech-440	457	16	wang	wang	PROPN
futech-440	457	17	,	,	PUNCT
futech-440	457	18	z.	z.	PROPN
futech-440	457	19	,	,	PUNCT
futech-440	457	20	&	&	CCONJ
futech-440	457	21	tang	tang	PROPN
futech-440	457	22	,	,	PUNCT
futech-440	457	23	t.	t.	PROPN
futech-440	457	24	(	(	PUNCT
futech-440	457	25	2024	2024	NUM
futech-440	457	26	)	)	PUNCT
futech-440	457	27	.	.	PUNCT
futech-440	458	1	research	research	NOUN
futech-440	458	2	on	on	ADP
futech-440	458	3	digital	digital	ADJ
futech-440	458	4	intelligence	intelligence	NOUN
futech-440	458	5	business	business	NOUN
futech-440	458	6	model	model	NOUN
futech-440	458	7	based	base	VERB
futech-440	458	8	on	on	ADP
futech-440	458	9	artificial	artificial	ADJ
futech-440	458	10	intelligence	intelligence	NOUN
futech-440	458	11	in	in	ADP
futech-440	458	12	post	post	ADJ
futech-440	458	13	-	-	ADJ
futech-440	458	14	epidemic	epidemic	ADJ
futech-440	458	15	era	era	NOUN
futech-440	458	16	.	.	PUNCT
futech-440	459	1	management	management	NOUN
futech-440	459	2	decision	decision	NOUN
futech-440	459	3	,	,	PUNCT
futech-440	459	4	62(9	62(9	NUM
futech-440	459	5	)	)	PUNCT
futech-440	459	6	,	,	PUNCT
futech-440	459	7	2937	2937	NUM
futech-440	459	8	-	-	SYM
futech-440	459	9	2957	2957	NUM
futech-440	459	10	.	.	PUNCT
futech-440	460	1	doi	doi	NOUN
futech-440	460	2	:	:	PUNCT
futech-440	460	3	https://doi.org/10.1108/md-11-2022-1548	https://doi.org/10.1108/md-11-2022-1548	X
futech-440	460	4	.	.	PUNCT
futech-440	461	1	[	[	X
futech-440	461	2	12	12	NUM
futech-440	461	3	]	]	X
futech-440	461	4	leong	leong	PROPN
futech-440	461	5	,	,	PUNCT
futech-440	461	6	l.	l.	PROPN
futech-440	461	7	y.	y.	PROPN
futech-440	461	8	,	,	PUNCT
futech-440	461	9	hew	hew	VERB
futech-440	461	10	,	,	PUNCT
futech-440	461	11	t.	t.	PROPN
futech-440	461	12	s.	s.	PROPN
futech-440	461	13	,	,	PUNCT
futech-440	461	14	ooi	ooi	PROPN
futech-440	461	15	,	,	PUNCT
futech-440	461	16	k.	k.	PROPN
futech-440	461	17	b.	b.	PROPN
futech-440	461	18	,	,	PUNCT
futech-440	461	19	&	&	CCONJ
futech-440	461	20	chau	chau	PROPN
futech-440	461	21	,	,	PUNCT
futech-440	461	22	p.	p.	NOUN
futech-440	461	23	y.	y.	PROPN
futech-440	462	1	(	(	PUNCT
futech-440	462	2	2024	2024	NUM
futech-440	462	3	)	)	PUNCT
futech-440	462	4	.	.	PUNCT
futech-440	463	1	“	"	PUNCT
futech-440	463	2	to	to	PART
futech-440	463	3	share	share	VERB
futech-440	463	4	or	or	CCONJ
futech-440	463	5	not	not	PART
futech-440	463	6	to	to	PART
futech-440	463	7	share?”–a	share?”–a	VERB
futech-440	463	8	hybrid	hybrid	ADJ
futech-440	463	9	sem	sem	PROPN
futech-440	463	10	-	-	PUNCT
futech-440	463	11	ann	ann	PROPN
futech-440	463	12	-	-	PUNCT
futech-440	463	13	nca	nca	PROPN
futech-440	463	14	study	study	NOUN
futech-440	463	15	of	of	ADP
futech-440	463	16	the	the	DET
futech-440	463	17	enablers	enabler	NOUN
futech-440	463	18	and	and	CCONJ
futech-440	463	19	enhancers	enhancer	NOUN
futech-440	463	20	for	for	ADP
futech-440	463	21	mobile	mobile	ADJ
futech-440	463	22	sharing	sharing	NOUN
futech-440	463	23	economy	economy	NOUN
futech-440	463	24	.	.	PUNCT
futech-440	464	1	decision	decision	NOUN
futech-440	464	2	support	support	NOUN
futech-440	464	3	systems	system	NOUN
futech-440	464	4	,	,	PUNCT
futech-440	464	5	180	180	NUM
futech-440	464	6	,	,	PUNCT
futech-440	464	7	114185	114185	NUM
futech-440	464	8	.	.	PUNCT
futech-440	465	1	doi	doi	NOUN
futech-440	465	2	:	:	PUNCT
futech-440	465	3	https://doi.org/10.1016/j.d	https://doi.org/10.1016/j.d	NOUN
futech-440	465	4	...	...	PUNCT
futech-440	466	1	[	[	X
futech-440	466	2	13	13	NUM
futech-440	466	3	]	]	SYM
futech-440	466	4	kayvanfar	kayvanfar	NOUN
futech-440	466	5	,	,	PUNCT
futech-440	466	6	v.	v.	ADV
futech-440	466	7	,	,	PUNCT
futech-440	466	8	elomri	elomri	ADJ
futech-440	466	9	,	,	PUNCT
futech-440	466	10	a.	a.	NOUN
futech-440	466	11	,	,	PUNCT
futech-440	466	12	kerbache	kerbache	PROPN
futech-440	466	13	,	,	PUNCT
futech-440	466	14	l.	l.	PROPN
futech-440	466	15	,	,	PUNCT
futech-440	466	16	vandchali	vandchali	PROPN
futech-440	466	17	,	,	PUNCT
futech-440	466	18	h.	h.	PROPN
futech-440	466	19	r.	r.	PROPN
futech-440	466	20	,	,	PUNCT
futech-440	466	21	&	&	CCONJ
futech-440	466	22	el	el	PROPN
futech-440	466	23	omri	omri	PROPN
futech-440	466	24	,	,	PUNCT
futech-440	466	25	a.	a.	NOUN
futech-440	466	26	(	(	PUNCT
futech-440	466	27	2024	2024	NUM
futech-440	466	28	)	)	PUNCT
futech-440	466	29	.	.	PUNCT
futech-440	467	1	a	a	DET
futech-440	467	2	review	review	NOUN
futech-440	467	3	of	of	ADP
futech-440	467	4	decision	decision	NOUN
futech-440	467	5	support	support	NOUN
futech-440	467	6	systems	system	NOUN
futech-440	467	7	in	in	ADP
futech-440	467	8	the	the	DET
futech-440	467	9	internet	internet	NOUN
futech-440	467	10	of	of	ADP
futech-440	467	11	things	thing	NOUN
futech-440	467	12	and	and	CCONJ
futech-440	467	13	supply	supply	VERB
futech-440	467	14	chain	chain	NOUN
futech-440	467	15	and	and	CCONJ
futech-440	467	16	logistics	logistic	NOUN
futech-440	467	17	using	use	VERB
futech-440	467	18	web	web	NOUN
futech-440	467	19	content	content	NOUN
futech-440	467	20	mining	mining	NOUN
futech-440	467	21	.	.	PUNCT
futech-440	468	1	supply	supply	NOUN
futech-440	468	2	chain	chain	NOUN
futech-440	468	3	analytics	analytic	NOUN
futech-440	468	4	,	,	PUNCT
futech-440	468	5	100063	100063	NUM
futech-440	468	6	.	.	PUNCT
futech-440	469	1	doi	doi	NOUN
futech-440	469	2	:	:	PUNCT
futech-440	469	3	https	https	NOUN
futech-440	469	4	:	:	PUNCT
futech-440	469	5	...	...	PUNCT
futech-440	470	1	[	[	X
futech-440	470	2	14	14	NUM
futech-440	470	3	]	]	PUNCT
futech-440	470	4	waqar	waqar	PROPN
futech-440	470	5	,	,	PUNCT
futech-440	470	6	a.	a.	NOUN
futech-440	470	7	(	(	PUNCT
futech-440	470	8	2024	2024	NUM
futech-440	470	9	)	)	PUNCT
futech-440	470	10	.	.	PUNCT
futech-440	471	1	intelligent	intelligent	ADJ
futech-440	471	2	decision	decision	NOUN
futech-440	471	3	support	support	NOUN
futech-440	471	4	systems	system	NOUN
futech-440	471	5	in	in	ADP
futech-440	471	6	construction	construction	NOUN
futech-440	471	7	engineering	engineering	NOUN
futech-440	471	8	:	:	PUNCT
futech-440	471	9	an	an	DET
futech-440	471	10	artificial	artificial	ADJ
futech-440	471	11	intelligence	intelligence	NOUN
futech-440	471	12	and	and	CCONJ
futech-440	471	13	machine	machine	NOUN
futech-440	471	14	learning	learning	NOUN
futech-440	471	15	approaches	approach	NOUN
futech-440	471	16	.	.	PUNCT
futech-440	472	1	expert	expert	NOUN
futech-440	472	2	systems	system	NOUN
futech-440	472	3	with	with	ADP
futech-440	472	4	applications	application	NOUN
futech-440	472	5	,	,	PUNCT
futech-440	472	6	249	249	NUM
futech-440	472	7	,	,	PUNCT
futech-440	472	8	123503	123503	NUM
futech-440	472	9	.	.	PUNCT
futech-440	473	1	doi	doi	NOUN
futech-440	473	2	:	:	PUNCT
futech-440	473	3	https://doi.org/10.1016/j.eswa.2024.123503	https://doi.org/10.1016/j.eswa.2024.123503	ADJ
futech-440	473	4	.	.	PUNCT
futech-440	474	1	[	[	X
futech-440	474	2	15	15	NUM
futech-440	474	3	]	]	X
futech-440	474	4	ataei	ataei	NOUN
futech-440	474	5	,	,	PUNCT
futech-440	474	6	p.	p.	NOUN
futech-440	474	7	,	,	PUNCT
futech-440	474	8	takhtravan	takhtravan	PROPN
futech-440	474	9	,	,	PUNCT
futech-440	474	10	a.	a.	NOUN
futech-440	474	11	,	,	PUNCT
futech-440	474	12	gheibi	gheibi	NOUN
futech-440	474	13	,	,	PUNCT
futech-440	474	14	m.	m.	NOUN
futech-440	474	15	,	,	PUNCT
futech-440	474	16	chahkandi	chahkandi	PROPN
futech-440	474	17	,	,	PUNCT
futech-440	474	18	b.	b.	PROPN
futech-440	474	19	,	,	PUNCT
futech-440	474	20	faramarz	faramarz	PROPN
futech-440	474	21	,	,	PUNCT
futech-440	474	22	m.	m.	NOUN
futech-440	474	23	g.	g.	PROPN
futech-440	474	24	,	,	PUNCT
futech-440	474	25	wacławek	wacławek	PROPN
futech-440	474	26	,	,	PUNCT
futech-440	474	27	s.	s.	PROPN
futech-440	474	28	,	,	PUNCT
futech-440	474	29	...	...	PUNCT
futech-440	474	30	&	&	CCONJ
futech-440	474	31	behzadian	behzadian	PROPN
futech-440	474	32	,	,	PUNCT
futech-440	474	33	k.	k.	PROPN
futech-440	474	34	(	(	PUNCT
futech-440	474	35	2024	2024	NUM
futech-440	474	36	)	)	PUNCT
futech-440	474	37	.	.	PUNCT
futech-440	475	1	an	an	DET
futech-440	475	2	intelligent	intelligent	ADJ
futech-440	475	3	decision	decision	NOUN
futech-440	475	4	support	support	NOUN
futech-440	475	5	system	system	NOUN
futech-440	475	6	for	for	ADP
futech-440	475	7	groundwater	groundwater	NOUN
futech-440	475	8	supply	supply	NOUN
futech-440	475	9	management	management	NOUN
futech-440	475	10	and	and	CCONJ
futech-440	475	11	electromechanical	electromechanical	ADJ
futech-440	475	12	infrastructure	infrastructure	NOUN
futech-440	475	13	controls	control	NOUN
futech-440	475	14	.	.	PUNCT
futech-440	476	1	heliyon	heliyon	NOUN
futech-440	476	2	,	,	PUNCT
futech-440	476	3	10	10	NUM
futech-440	476	4	...	...	PUNCT
futech-440	477	1	[	[	X
futech-440	477	2	16	16	NUM
futech-440	477	3	]	]	X
futech-440	477	4	ge	ge	PROPN
futech-440	477	5	,	,	PUNCT
futech-440	477	6	y.	y.	PROPN
futech-440	477	7	,	,	PUNCT
futech-440	477	8	xia	xia	PROPN
futech-440	477	9	,	,	PUNCT
futech-440	477	10	y.	y.	PROPN
futech-440	477	11	,	,	PUNCT
futech-440	477	12	&	&	CCONJ
futech-440	477	13	wang	wang	PROPN
futech-440	477	14	,	,	PUNCT
futech-440	477	15	t.	t.	PROPN
futech-440	477	16	(	(	PUNCT
futech-440	477	17	2024	2024	NUM
futech-440	477	18	)	)	PUNCT
futech-440	477	19	.	.	PUNCT
futech-440	478	1	digital	digital	ADJ
futech-440	478	2	economy	economy	NOUN
futech-440	478	3	,	,	PUNCT
futech-440	478	4	data	datum	NOUN
futech-440	478	5	resources	resource	NOUN
futech-440	478	6	and	and	CCONJ
futech-440	478	7	enterprise	enterprise	NOUN
futech-440	478	8	green	green	ADJ
futech-440	478	9	technology	technology	NOUN
futech-440	478	10	innovation	innovation	NOUN
futech-440	478	11	:	:	PUNCT
futech-440	478	12	evidence	evidence	NOUN
futech-440	478	13	from	from	ADP
futech-440	478	14	a	a	PRON
futech-440	478	15	-	-	PUNCT
futech-440	478	16	listed	list	VERB
futech-440	478	17	chinese	chinese	ADJ
futech-440	478	18	firms	firm	NOUN
futech-440	478	19	.	.	PUNCT
futech-440	479	1	resources	resource	NOUN
futech-440	479	2	policy	policy	NOUN
futech-440	479	3	,	,	PUNCT
futech-440	479	4	92	92	NUM
futech-440	479	5	,	,	PUNCT
futech-440	479	6	105035	105035	NUM
futech-440	479	7	.	.	PUNCT
futech-440	480	1	doi	doi	NOUN
futech-440	480	2	:	:	PUNCT
futech-440	480	3	https://doi.org/10.1016/j.resourpol.2024.105035	https://doi.org/10.1016/j.resourpol.2024.105035	PROPN
futech-440	480	4	.	.	PUNCT
futech-440	481	1	[	[	X
futech-440	481	2	17	17	NUM
futech-440	481	3	]	]	PUNCT
futech-440	481	4	raihan	raihan	NOUN
futech-440	481	5	,	,	PUNCT
futech-440	481	6	a.	a.	NOUN
futech-440	481	7	(	(	PUNCT
futech-440	481	8	2024	2024	NUM
futech-440	481	9	)	)	PUNCT
futech-440	481	10	.	.	PUNCT
futech-440	482	1	a	a	DET
futech-440	482	2	review	review	NOUN
futech-440	482	3	of	of	ADP
futech-440	482	4	the	the	DET
futech-440	482	5	potential	potential	ADJ
futech-440	482	6	opportunities	opportunity	NOUN
futech-440	482	7	and	and	CCONJ
futech-440	482	8	challenges	challenge	NOUN
futech-440	482	9	of	of	ADP
futech-440	482	10	the	the	DET
futech-440	482	11	digital	digital	ADJ
futech-440	482	12	economy	economy	NOUN
futech-440	482	13	for	for	ADP
futech-440	482	14	sustainability	sustainability	NOUN
futech-440	482	15	.	.	PUNCT
futech-440	483	1	innovation	innovation	NOUN
futech-440	483	2	and	and	CCONJ
futech-440	483	3	green	green	ADJ
futech-440	483	4	development	development	NOUN
futech-440	483	5	,	,	PUNCT
futech-440	483	6	3(4	3(4	NUM
futech-440	483	7	)	)	PUNCT
futech-440	483	8	,	,	PUNCT
futech-440	483	9	100174	100174	NUM
futech-440	483	10	.	.	PUNCT
futech-440	484	1	doi	doi	NOUN
futech-440	484	2	:	:	PUNCT
futech-440	484	3	https://doi.org/10.1016/j.igd.2024.100174	https://doi.org/10.1016/j.igd.2024.100174	PROPN
futech-440	484	4	.	.	PUNCT
futech-440	485	1	[	[	X
futech-440	485	2	18	18	NUM
futech-440	485	3	]	]	PUNCT
futech-440	485	4	javaid	javaid	NOUN
futech-440	485	5	,	,	PUNCT
futech-440	485	6	m.	m.	NOUN
futech-440	485	7	,	,	PUNCT
futech-440	485	8	haleem	haleem	PROPN
futech-440	485	9	,	,	PUNCT
futech-440	485	10	a.	a.	PROPN
futech-440	485	11	,	,	PUNCT
futech-440	485	12	singh	singh	PROPN
futech-440	485	13	,	,	PUNCT
futech-440	485	14	r.	r.	PROPN
futech-440	485	15	p.	p.	PROPN
futech-440	485	16	,	,	PUNCT
futech-440	485	17	&	&	CCONJ
futech-440	485	18	sinha	sinha	PROPN
futech-440	485	19	,	,	PUNCT
futech-440	485	20	a.	a.	PROPN
futech-440	485	21	k.	k.	PROPN
futech-440	485	22	(	(	PUNCT
futech-440	485	23	2024	2024	NUM
futech-440	485	24	)	)	PUNCT
futech-440	485	25	.	.	PUNCT
futech-440	486	1	digital	digital	ADJ
futech-440	486	2	economy	economy	NOUN
futech-440	486	3	to	to	PART
futech-440	486	4	improve	improve	VERB
futech-440	486	5	the	the	DET
futech-440	486	6	culture	culture	NOUN
futech-440	486	7	of	of	ADP
futech-440	486	8	industry	industry	NOUN
futech-440	486	9	4.0	4.0	NUM
futech-440	486	10	:	:	PUNCT
futech-440	486	11	a	a	DET
futech-440	486	12	study	study	NOUN
futech-440	486	13	on	on	ADP
futech-440	486	14	features	feature	NOUN
futech-440	486	15	,	,	PUNCT
futech-440	486	16	implementation	implementation	NOUN
futech-440	486	17	and	and	CCONJ
futech-440	486	18	challenges	challenge	NOUN
futech-440	486	19	.	.	PUNCT
futech-440	487	1	green	green	ADJ
futech-440	487	2	technologies	technology	NOUN
futech-440	487	3	and	and	CCONJ
futech-440	487	4	sustainability	sustainability	NOUN
futech-440	487	5	,	,	PUNCT
futech-440	487	6	100083	100083	NUM
futech-440	487	7	.	.	PUNCT
futech-440	488	1	doi	doi	NOUN
futech-440	488	2	:	:	PUNCT
futech-440	488	3	https://doi.org/10.1016	https://doi.org/10.1016	NOUN
futech-440	488	4	...	...	PUNCT
futech-440	489	1	[	[	X
futech-440	489	2	19	19	NUM
futech-440	489	3	]	]	X
futech-440	489	4	sadeghi	sadeghi	PROPN
futech-440	489	5	,	,	PUNCT
futech-440	489	6	k.	k.	PROPN
futech-440	489	7	,	,	PUNCT
futech-440	489	8	ojha	ojha	PROPN
futech-440	489	9	,	,	PUNCT
futech-440	489	10	d.	d.	PROPN
futech-440	489	11	,	,	PUNCT
futech-440	489	12	kaur	kaur	PROPN
futech-440	489	13	,	,	PUNCT
futech-440	489	14	p.	p.	PROPN
futech-440	489	15	,	,	PUNCT
futech-440	489	16	mahto	mahto	PROPN
futech-440	489	17	,	,	PUNCT
futech-440	489	18	r.	r.	PROPN
futech-440	489	19	v.	v.	PROPN
futech-440	489	20	,	,	PUNCT
futech-440	489	21	&	&	CCONJ
futech-440	489	22	dhir	dhir	PROPN
futech-440	489	23	,	,	PUNCT
futech-440	489	24	a.	a.	NOUN
futech-440	489	25	(	(	PUNCT
futech-440	489	26	2024	2024	NUM
futech-440	489	27	)	)	PUNCT
futech-440	489	28	.	.	PUNCT
futech-440	490	1	explainable	explainable	ADJ
futech-440	490	2	artificial	artificial	ADJ
futech-440	490	3	intelligence	intelligence	NOUN
futech-440	490	4	and	and	CCONJ
futech-440	490	5	agile	agile	ADJ
futech-440	490	6	decision	decision	NOUN
futech-440	490	7	-	-	PUNCT
futech-440	490	8	making	making	NOUN
futech-440	490	9	in	in	ADP
futech-440	490	10	supply	supply	NOUN
futech-440	490	11	chain	chain	NOUN
futech-440	490	12	cyber	cyber	NOUN
futech-440	490	13	resilience	resilience	NOUN
futech-440	490	14	.	.	PUNCT
futech-440	491	1	decision	decision	NOUN
futech-440	491	2	support	support	NOUN
futech-440	491	3	systems	system	NOUN
futech-440	491	4	,	,	PUNCT
futech-440	491	5	180	180	NUM
futech-440	491	6	,	,	PUNCT
futech-440	491	7	114194	114194	NUM
futech-440	491	8	.	.	PUNCT
futech-440	492	1	doi	doi	NOUN
futech-440	492	2	:	:	PUNCT
futech-440	492	3	https://doi.org/10.1016/j.dss.2024.114	https://doi.org/10.1016/j.dss.2024.114	NUM
futech-440	492	4	...	...	PUNCT
futech-440	493	1	[	[	X
futech-440	493	2	20	20	NUM
futech-440	493	3	]	]	X
futech-440	493	4	poszler	poszler	NOUN
futech-440	493	5	,	,	PUNCT
futech-440	493	6	f.	f.	PROPN
futech-440	493	7	,	,	PUNCT
futech-440	493	8	&	&	CCONJ
futech-440	493	9	lange	lange	PROPN
futech-440	493	10	,	,	PUNCT
futech-440	493	11	b.	b.	PROPN
futech-440	493	12	(	(	PUNCT
futech-440	493	13	2024	2024	NUM
futech-440	493	14	)	)	PUNCT
futech-440	493	15	.	.	PUNCT
futech-440	494	1	the	the	DET
futech-440	494	2	impact	impact	NOUN
futech-440	494	3	of	of	ADP
futech-440	494	4	intelligent	intelligent	ADJ
futech-440	494	5	decision	decision	NOUN
futech-440	494	6	-	-	PUNCT
futech-440	494	7	support	support	NOUN
futech-440	494	8	systems	system	NOUN
futech-440	494	9	on	on	ADP
futech-440	494	10	humans	human	NOUN
futech-440	494	11	'	'	PART
futech-440	494	12	ethical	ethical	ADJ
futech-440	494	13	decision	decision	NOUN
futech-440	494	14	-	-	PUNCT
futech-440	494	15	making	making	NOUN
futech-440	494	16	:	:	PUNCT
futech-440	494	17	a	a	DET
futech-440	494	18	systematic	systematic	ADJ
futech-440	494	19	literature	literature	NOUN
futech-440	494	20	review	review	NOUN
futech-440	494	21	and	and	CCONJ
futech-440	494	22	an	an	DET
futech-440	494	23	integrated	integrate	VERB
futech-440	494	24	framework	framework	NOUN
futech-440	494	25	.	.	PUNCT
futech-440	495	1	technological	technological	ADJ
futech-440	495	2	forecasting	forecasting	NOUN
futech-440	495	3	and	and	CCONJ
futech-440	495	4	social	social	ADJ
futech-440	495	5	change	change	NOUN
futech-440	495	6	,	,	PUNCT
futech-440	495	7	204	204	NUM
futech-440	495	8	,	,	PUNCT
futech-440	495	9	123403	123403	NUM
futech-440	495	10	.	.	PUNCT
futech-440	496	1	doi	doi	NOUN
futech-440	496	2	:	:	PUNCT
futech-440	496	3	...	...	PUNCT