id	sid	tid	token	lemma	pos
ajbmeb-37	1	1	american	american	PROPN
ajbmeb-37	1	2	journal	journal	PROPN
ajbmeb-37	1	3	of	of	ADP
ajbmeb-37	1	4	business	business	NOUN
ajbmeb-37	1	5	management	management	NOUN
ajbmeb-37	1	6	,	,	PUNCT
ajbmeb-37	1	7	economics	economic	NOUN
ajbmeb-37	1	8	and	and	CCONJ
ajbmeb-37	1	9	banking	banking	NOUN
ajbmeb-37	1	10	issn	issn	PROPN
ajbmeb-37	1	11	(	(	PUNCT
ajbmeb-37	1	12	e	e	NOUN
ajbmeb-37	1	13	):	):	PUNCT
ajbmeb-37	1	14	2832	2832	NUM
ajbmeb-37	1	15	-	-	SYM
ajbmeb-37	1	16	8078	8078	NUM
ajbmeb-37	1	17	volume	volume	NOUN
ajbmeb-37	1	18	1	1	NUM
ajbmeb-37	1	19	,	,	PUNCT
ajbmeb-37	1	20	|	|	ADV
ajbmeb-37	1	21	june	june	PROPN
ajbmeb-37	1	22	,	,	PUNCT
ajbmeb-37	1	23	2022	2022	NUM
ajbmeb-37	1	24	p	p	NOUN
ajbmeb-37	1	25	a	a	DET
ajbmeb-37	1	26	g	g	NOUN
ajbmeb-37	1	27	e	e	NOUN
ajbmeb-37	1	28	|	|	ADV
ajbmeb-37	1	29	55	55	NUM
ajbmeb-37	1	30	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	1	31	role	role	NOUN
ajbmeb-37	1	32	of	of	ADP
ajbmeb-37	1	33	artificial	artificial	ADJ
ajbmeb-37	1	34	intelligence	intelligence	NOUN
ajbmeb-37	1	35	in	in	ADP
ajbmeb-37	1	36	business	business	NOUN
ajbmeb-37	1	37	risk	risk	NOUN
ajbmeb-37	1	38	management	management	NOUN
ajbmeb-37	1	39	arshi	arshi	PROPN
ajbmeb-37	1	40	naim	naim	PROPN
ajbmeb-37	1	41	king	king	PROPN
ajbmeb-37	1	42	khalid	khalid	PROPN
ajbmeb-37	1	43	university	university	PROPN
ajbmeb-37	1	44	,	,	PUNCT
ajbmeb-37	1	45	abha	abha	PROPN
ajbmeb-37	1	46	,	,	PUNCT
ajbmeb-37	1	47	ksa	ksa	PROPN
ajbmeb-37	1	48	arshi@kku.edu.sa	arshi@kku.edu.sa	PROPN
ajbmeb-37	1	49	a	a	DET
ajbmeb-37	1	50	b	b	PROPN
ajbmeb-37	1	51	s	s	ADP
ajbmeb-37	1	52	t	t	PROPN
ajbmeb-37	1	53	r	r	NOUN
ajbmeb-37	1	54	a	a	PRON
ajbmeb-37	1	55	c	c	NOUN
ajbmeb-37	1	56	t	t	NOUN
ajbmeb-37	1	57	k	k	X
ajbmeb-37	1	58	e	e	PROPN
ajbmeb-37	1	59	y	y	PROPN
ajbmeb-37	1	60	w	w	NOUN
ajbmeb-37	1	61	o	o	NOUN
ajbmeb-37	1	62	r	r	NOUN
ajbmeb-37	1	63	d	d	X
ajbmeb-37	1	64	s	s	NOUN
ajbmeb-37	1	65	in	in	ADP
ajbmeb-37	1	66	the	the	DET
ajbmeb-37	1	67	current	current	ADJ
ajbmeb-37	1	68	technological	technological	ADJ
ajbmeb-37	1	69	development	development	NOUN
ajbmeb-37	1	70	artificial	artificial	ADJ
ajbmeb-37	1	71	intelligence	intelligence	NOUN
ajbmeb-37	1	72	(	(	PUNCT
ajbmeb-37	1	73	ai	ai	NOUN
ajbmeb-37	1	74	)	)	PUNCT
ajbmeb-37	1	75	has	have	AUX
ajbmeb-37	1	76	received	receive	VERB
ajbmeb-37	1	77	acceptance	acceptance	NOUN
ajbmeb-37	1	78	level	level	NOUN
ajbmeb-37	1	79	and	and	CCONJ
ajbmeb-37	1	80	seen	see	VERB
ajbmeb-37	1	81	drastic	drastic	ADJ
ajbmeb-37	1	82	growth	growth	NOUN
ajbmeb-37	1	83	and	and	CCONJ
ajbmeb-37	1	84	applications	application	NOUN
ajbmeb-37	1	85	in	in	ADP
ajbmeb-37	1	86	various	various	ADJ
ajbmeb-37	1	87	domains	domain	NOUN
ajbmeb-37	1	88	.	.	PUNCT
ajbmeb-37	2	1	financial	financial	ADJ
ajbmeb-37	2	2	sector	sector	NOUN
ajbmeb-37	2	3	(	(	PUNCT
ajbmeb-37	2	4	fs	fs	PROPN
ajbmeb-37	2	5	)	)	PUNCT
ajbmeb-37	2	6	that	that	PRON
ajbmeb-37	2	7	includes	include	VERB
ajbmeb-37	2	8	financial	financial	ADJ
ajbmeb-37	2	9	markets	market	NOUN
ajbmeb-37	2	10	(	(	PUNCT
ajbmeb-37	2	11	fm	fm	NOUN
ajbmeb-37	2	12	)	)	PUNCT
ajbmeb-37	2	13	,	,	PUNCT
ajbmeb-37	2	14	institutions	institution	NOUN
ajbmeb-37	2	15	and	and	CCONJ
ajbmeb-37	2	16	policies	policy	NOUN
ajbmeb-37	2	17	have	have	VERB
ajbmeb-37	2	18	major	major	ADJ
ajbmeb-37	2	19	impacts	impact	NOUN
ajbmeb-37	2	20	of	of	ADP
ajbmeb-37	2	21	ai	ai	NOUN
ajbmeb-37	2	22	.	.	PUNCT
ajbmeb-37	3	1	another	another	DET
ajbmeb-37	3	2	important	important	ADJ
ajbmeb-37	3	3	benefit	benefit	NOUN
ajbmeb-37	3	4	of	of	ADP
ajbmeb-37	3	5	application	application	NOUN
ajbmeb-37	3	6	of	of	ADP
ajbmeb-37	3	7	ai	ai	NOUN
ajbmeb-37	3	8	is	be	AUX
ajbmeb-37	3	9	in	in	ADP
ajbmeb-37	3	10	cost	cost	NOUN
ajbmeb-37	3	11	modelling	modelling	NOUN
ajbmeb-37	3	12	(	(	PUNCT
ajbmeb-37	3	13	cmd	cmd	NOUN
ajbmeb-37	3	14	)	)	PUNCT
ajbmeb-37	3	15	which	which	PRON
ajbmeb-37	3	16	helps	help	VERB
ajbmeb-37	3	17	in	in	ADP
ajbmeb-37	3	18	determining	determine	VERB
ajbmeb-37	3	19	the	the	DET
ajbmeb-37	3	20	success	success	NOUN
ajbmeb-37	3	21	factors	factor	NOUN
ajbmeb-37	3	22	of	of	ADP
ajbmeb-37	3	23	any	any	DET
ajbmeb-37	3	24	business	business	NOUN
ajbmeb-37	3	25	operations	operation	NOUN
ajbmeb-37	3	26	.	.	PUNCT
ajbmeb-37	4	1	ai	ai	VERB
ajbmeb-37	4	2	aids	aids	PROPN
ajbmeb-37	4	3	in	in	ADP
ajbmeb-37	4	4	understanding	understanding	NOUN
ajbmeb-37	4	5	and	and	CCONJ
ajbmeb-37	4	6	measuring	measure	VERB
ajbmeb-37	4	7	the	the	DET
ajbmeb-37	4	8	variable	variable	NOUN
ajbmeb-37	4	9	for	for	ADP
ajbmeb-37	4	10	cmd	cmd	PROPN
ajbmeb-37	4	11	.	.	PUNCT
ajbmeb-37	5	1	ai	ai	AUX
ajbmeb-37	5	2	technology	technology	NOUN
ajbmeb-37	5	3	brings	bring	VERB
ajbmeb-37	5	4	massive	massive	ADJ
ajbmeb-37	5	5	transformation	transformation	NOUN
ajbmeb-37	5	6	to	to	ADP
ajbmeb-37	5	7	the	the	DET
ajbmeb-37	5	8	entire	entire	ADJ
ajbmeb-37	5	9	financial	financial	ADJ
ajbmeb-37	5	10	industry	industry	NOUN
ajbmeb-37	5	11	,	,	PUNCT
ajbmeb-37	5	12	which	which	PRON
ajbmeb-37	5	13	creates	create	VERB
ajbmeb-37	5	14	a	a	DET
ajbmeb-37	5	15	series	series	NOUN
ajbmeb-37	5	16	of	of	ADP
ajbmeb-37	5	17	new	new	ADJ
ajbmeb-37	5	18	financial	financial	ADJ
ajbmeb-37	5	19	services	service	NOUN
ajbmeb-37	5	20	such	such	ADJ
ajbmeb-37	5	21	as	as	ADP
ajbmeb-37	5	22	intelligent	intelligent	ADJ
ajbmeb-37	5	23	consultant	consultant	NOUN
ajbmeb-37	5	24	,	,	PUNCT
ajbmeb-37	5	25	intelligent	intelligent	ADJ
ajbmeb-37	5	26	lending	lending	NOUN
ajbmeb-37	5	27	,	,	PUNCT
ajbmeb-37	5	28	monitoring	monitoring	NOUN
ajbmeb-37	5	29	and	and	CCONJ
ajbmeb-37	5	30	warning	warning	NOUN
ajbmeb-37	5	31	,	,	PUNCT
ajbmeb-37	5	32	and	and	CCONJ
ajbmeb-37	5	33	intelligent	intelligent	ADJ
ajbmeb-37	5	34	customer	customer	NOUN
ajbmeb-37	5	35	service	service	NOUN
ajbmeb-37	5	36	.	.	PUNCT
ajbmeb-37	6	1	this	this	DET
ajbmeb-37	6	2	paper	paper	NOUN
ajbmeb-37	6	3	reviews	review	VERB
ajbmeb-37	6	4	the	the	DET
ajbmeb-37	6	5	development	development	NOUN
ajbmeb-37	6	6	and	and	CCONJ
ajbmeb-37	6	7	application	application	NOUN
ajbmeb-37	6	8	of	of	ADP
ajbmeb-37	6	9	ai	ai	NOUN
ajbmeb-37	6	10	and	and	CCONJ
ajbmeb-37	6	11	its	its	PRON
ajbmeb-37	6	12	impacts	impact	NOUN
ajbmeb-37	6	13	on	on	ADP
ajbmeb-37	6	14	macroeconomics	macroeconomic	NOUN
ajbmeb-37	6	15	and	and	CCONJ
ajbmeb-37	6	16	microeconomics	microeconomics	NOUN
ajbmeb-37	6	17	to	to	PART
ajbmeb-37	6	18	show	show	VERB
ajbmeb-37	6	19	the	the	DET
ajbmeb-37	6	20	advantages	advantage	NOUN
ajbmeb-37	6	21	of	of	ADP
ajbmeb-37	6	22	ai	ai	VERB
ajbmeb-37	6	23	in	in	ADP
ajbmeb-37	6	24	fs	fs	ADP
ajbmeb-37	6	25	generally	generally	ADV
ajbmeb-37	6	26	and	and	CCONJ
ajbmeb-37	6	27	in	in	ADP
ajbmeb-37	6	28	fm	fm	NOUN
ajbmeb-37	6	29	precisely	precisely	ADV
ajbmeb-37	6	30	.	.	PUNCT
ajbmeb-37	7	1	risk	risk	NOUN
ajbmeb-37	7	2	management	management	NOUN
ajbmeb-37	7	3	’s	’s	PART
ajbmeb-37	7	4	(	(	PUNCT
ajbmeb-37	7	5	rm	rm	NOUN
ajbmeb-37	7	6	)	)	PUNCT
ajbmeb-37	7	7	competencies	competency	NOUN
ajbmeb-37	7	8	have	have	AUX
ajbmeb-37	7	9	enhanced	enhance	VERB
ajbmeb-37	7	10	by	by	ADP
ajbmeb-37	7	11	the	the	DET
ajbmeb-37	7	12	application	application	NOUN
ajbmeb-37	7	13	of	of	ADP
ajbmeb-37	7	14	ai	ai	NOUN
ajbmeb-37	7	15	,	,	PUNCT
ajbmeb-37	7	16	this	this	DET
ajbmeb-37	7	17	paper	paper	NOUN
ajbmeb-37	7	18	coves	cove	VERB
ajbmeb-37	7	19	the	the	DET
ajbmeb-37	7	20	reasons	reason	NOUN
ajbmeb-37	7	21	for	for	ADP
ajbmeb-37	7	22	growth	growth	NOUN
ajbmeb-37	7	23	of	of	ADP
ajbmeb-37	7	24	ai	ai	NOUN
ajbmeb-37	7	25	in	in	ADP
ajbmeb-37	7	26	general	general	ADJ
ajbmeb-37	7	27	scenario	scenario	NOUN
ajbmeb-37	7	28	and	and	CCONJ
ajbmeb-37	7	29	for	for	ADP
ajbmeb-37	7	30	rm	rm	PROPN
ajbmeb-37	7	31	specifically	specifically	ADV
ajbmeb-37	7	32	.	.	PUNCT
ajbmeb-37	8	1	this	this	DET
ajbmeb-37	8	2	paper	paper	NOUN
ajbmeb-37	8	3	also	also	ADV
ajbmeb-37	8	4	describes	describe	VERB
ajbmeb-37	8	5	three	three	NUM
ajbmeb-37	8	6	methods	method	NOUN
ajbmeb-37	8	7	and	and	CCONJ
ajbmeb-37	8	8	challenges	challenge	NOUN
ajbmeb-37	8	9	for	for	ADP
ajbmeb-37	8	10	cmd	cmd	NOUN
ajbmeb-37	8	11	based	base	VERB
ajbmeb-37	8	12	on	on	ADP
ajbmeb-37	8	13	ai	ai	PROPN
ajbmeb-37	8	14	techniques	technique	NOUN
ajbmeb-37	8	15	.	.	PUNCT
ajbmeb-37	9	1	three	three	NUM
ajbmeb-37	9	2	methods	method	NOUN
ajbmeb-37	9	3	are	be	AUX
ajbmeb-37	9	4	analog	analog	ADJ
ajbmeb-37	9	5	,	,	PUNCT
ajbmeb-37	9	6	analytical	analytical	ADJ
ajbmeb-37	9	7	and	and	CCONJ
ajbmeb-37	9	8	parametric	parametric	ADJ
ajbmeb-37	9	9	method	method	NOUN
ajbmeb-37	9	10	for	for	ADP
ajbmeb-37	9	11	cost	cost	NOUN
ajbmeb-37	9	12	estimation	estimation	NOUN
ajbmeb-37	9	13	and	and	CCONJ
ajbmeb-37	9	14	modelling	modelling	NOUN
ajbmeb-37	9	15	.	.	PUNCT
ajbmeb-37	10	1	results	result	NOUN
ajbmeb-37	10	2	suggest	suggest	VERB
ajbmeb-37	10	3	the	the	DET
ajbmeb-37	10	4	strategies	strategy	NOUN
ajbmeb-37	10	5	and	and	CCONJ
ajbmeb-37	10	6	application	application	NOUN
ajbmeb-37	10	7	of	of	ADP
ajbmeb-37	10	8	ai	ai	NOUN
ajbmeb-37	10	9	for	for	ADP
ajbmeb-37	10	10	financial	financial	ADJ
ajbmeb-37	10	11	rm	rm	PROPN
ajbmeb-37	10	12	and	and	CCONJ
ajbmeb-37	10	13	cmd	cmd	PROPN
ajbmeb-37	10	14	.	.	PUNCT
ajbmeb-37	11	1	ai	ai	VERB
ajbmeb-37	11	2	;	;	PUNCT
ajbmeb-37	12	1	financial	financial	ADJ
ajbmeb-37	12	2	markets	market	NOUN
ajbmeb-37	12	3	;	;	PUNCT
ajbmeb-37	12	4	cost	cost	NOUN
ajbmeb-37	12	5	modelling	modelling	NOUN
ajbmeb-37	12	6	;	;	PUNCT
ajbmeb-37	12	7	risk	risk	NOUN
ajbmeb-37	12	8	management	management	NOUN
ajbmeb-37	12	9	;	;	PUNCT
ajbmeb-37	12	10	analog	analog	NOUN
ajbmeb-37	12	11	method	method	NOUN
ajbmeb-37	12	12	;	;	PUNCT
ajbmeb-37	12	13	analytical	analytical	ADJ
ajbmeb-37	12	14	method	method	NOUN
ajbmeb-37	12	15	;	;	PUNCT
ajbmeb-37	12	16	parametric	parametric	ADJ
ajbmeb-37	12	17	method	method	NOUN
ajbmeb-37	12	18	introduction	introduction	NOUN
ajbmeb-37	12	19	artificial	artificial	ADJ
ajbmeb-37	12	20	intelligence	intelligence	NOUN
ajbmeb-37	12	21	(	(	PUNCT
ajbmeb-37	12	22	ai	ai	VERB
ajbmeb-37	12	23	)	)	PUNCT
ajbmeb-37	12	24	is	be	AUX
ajbmeb-37	12	25	presented	present	VERB
ajbmeb-37	12	26	as	as	ADP
ajbmeb-37	12	27	the	the	DET
ajbmeb-37	12	28	most	most	ADV
ajbmeb-37	12	29	innovative	innovative	ADJ
ajbmeb-37	12	30	and	and	CCONJ
ajbmeb-37	12	31	strong	strong	ADJ
ajbmeb-37	12	32	tool	tool	NOUN
ajbmeb-37	12	33	for	for	ADP
ajbmeb-37	12	34	other	other	ADJ
ajbmeb-37	12	35	disciplines	discipline	NOUN
ajbmeb-37	12	36	for	for	ADP
ajbmeb-37	12	37	their	their	PRON
ajbmeb-37	12	38	effective	effective	ADJ
ajbmeb-37	12	39	applications	application	NOUN
ajbmeb-37	12	40	and	and	CCONJ
ajbmeb-37	12	41	benefits	benefit	NOUN
ajbmeb-37	12	42	because	because	SCONJ
ajbmeb-37	12	43	in	in	ADP
ajbmeb-37	12	44	the	the	DET
ajbmeb-37	12	45	current	current	ADJ
ajbmeb-37	12	46	scenario	scenario	NOUN
ajbmeb-37	12	47	this	this	PRON
ajbmeb-37	12	48	is	be	AUX
ajbmeb-37	12	49	the	the	DET
ajbmeb-37	12	50	only	only	ADJ
ajbmeb-37	12	51	tool	tool	NOUN
ajbmeb-37	12	52	or	or	CCONJ
ajbmeb-37	12	53	technology	technology	NOUN
ajbmeb-37	12	54	which	which	PRON
ajbmeb-37	12	55	is	be	AUX
ajbmeb-37	12	56	compared	compare	VERB
ajbmeb-37	12	57	with	with	ADP
ajbmeb-37	12	58	the	the	DET
ajbmeb-37	12	59	intelligence	intelligence	NOUN
ajbmeb-37	12	60	of	of	ADP
ajbmeb-37	12	61	humans	human	NOUN
ajbmeb-37	12	62	and	and	CCONJ
ajbmeb-37	12	63	can	can	AUX
ajbmeb-37	12	64	be	be	AUX
ajbmeb-37	12	65	trusted	trust	VERB
ajbmeb-37	12	66	for	for	ADP
ajbmeb-37	12	67	its	its	PRON
ajbmeb-37	12	68	results	result	NOUN
ajbmeb-37	12	69	to	to	ADP
ajbmeb-37	12	70	quite	quite	DET
ajbmeb-37	12	71	an	an	DET
ajbmeb-37	12	72	extent	extent	NOUN
ajbmeb-37	12	73	.	.	PUNCT
ajbmeb-37	13	1	the	the	DET
ajbmeb-37	13	2	growth	growth	NOUN
ajbmeb-37	13	3	and	and	CCONJ
ajbmeb-37	13	4	applications	application	NOUN
ajbmeb-37	13	5	of	of	ADP
ajbmeb-37	13	6	al	al	PROPN
ajbmeb-37	13	7	is	be	AUX
ajbmeb-37	13	8	increasing	increase	VERB
ajbmeb-37	13	9	every	every	DET
ajbmeb-37	13	10	day	day	NOUN
ajbmeb-37	13	11	and	and	CCONJ
ajbmeb-37	13	12	we	we	PRON
ajbmeb-37	13	13	witness	witness	VERB
ajbmeb-37	13	14	new	new	ADJ
ajbmeb-37	13	15	roles	role	NOUN
ajbmeb-37	13	16	of	of	ADP
ajbmeb-37	13	17	ai	ai	NOUN
ajbmeb-37	13	18	in	in	ADP
ajbmeb-37	13	19	different	different	ADJ
ajbmeb-37	13	20	sectors	sector	NOUN
ajbmeb-37	13	21	as	as	ADP
ajbmeb-37	13	22	a	a	DET
ajbmeb-37	13	23	result	result	NOUN
ajbmeb-37	13	24	the	the	DET
ajbmeb-37	13	25	dependence	dependence	NOUN
ajbmeb-37	13	26	on	on	ADP
ajbmeb-37	13	27	ai	ai	PROPN
ajbmeb-37	13	28	is	be	AUX
ajbmeb-37	13	29	increasing	increase	VERB
ajbmeb-37	13	30	drastically	drastically	ADV
ajbmeb-37	13	31	.	.	PUNCT
ajbmeb-37	14	1	the	the	DET
ajbmeb-37	14	2	business	business	NOUN
ajbmeb-37	14	3	opportunities	opportunity	NOUN
ajbmeb-37	14	4	and	and	CCONJ
ajbmeb-37	14	5	growth	growth	NOUN
ajbmeb-37	14	6	are	be	AUX
ajbmeb-37	14	7	expanding	expand	VERB
ajbmeb-37	14	8	and	and	CCONJ
ajbmeb-37	14	9	they	they	PRON
ajbmeb-37	14	10	explore	explore	VERB
ajbmeb-37	14	11	more	more	ADJ
ajbmeb-37	14	12	market	market	NOUN
ajbmeb-37	14	13	for	for	ADP
ajbmeb-37	14	14	their	their	PRON
ajbmeb-37	14	15	services	service	NOUN
ajbmeb-37	14	16	and	and	CCONJ
ajbmeb-37	14	17	products	product	NOUN
ajbmeb-37	14	18	,	,	PUNCT
ajbmeb-37	14	19	american	american	ADJ
ajbmeb-37	14	20	journal	journal	PROPN
ajbmeb-37	14	21	of	of	ADP
ajbmeb-37	14	22	business	business	NOUN
ajbmeb-37	14	23	management	management	NOUN
ajbmeb-37	14	24	,	,	PUNCT
ajbmeb-37	14	25	economics	economic	NOUN
ajbmeb-37	14	26	and	and	CCONJ
ajbmeb-37	14	27	banking	banking	NOUN
ajbmeb-37	14	28	volume	volume	NOUN
ajbmeb-37	14	29	1	1	NUM
ajbmeb-37	14	30	,	,	PUNCT
ajbmeb-37	14	31	june	june	PROPN
ajbmeb-37	14	32	,	,	PUNCT
ajbmeb-37	14	33	2022	2022	NUM
ajbmeb-37	14	34	p	p	NOUN
ajbmeb-37	14	35	a	a	DET
ajbmeb-37	14	36	g	g	NOUN
ajbmeb-37	14	37	e	e	NOUN
ajbmeb-37	14	38	|	|	ADV
ajbmeb-37	14	39	56	56	NUM
ajbmeb-37	14	40	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	14	41	in	in	ADP
ajbmeb-37	14	42	this	this	DET
ajbmeb-37	14	43	situation	situation	NOUN
ajbmeb-37	14	44	ai	ai	VERB
ajbmeb-37	14	45	is	be	AUX
ajbmeb-37	14	46	able	able	ADJ
ajbmeb-37	14	47	to	to	PART
ajbmeb-37	14	48	provide	provide	VERB
ajbmeb-37	14	49	many	many	ADJ
ajbmeb-37	14	50	benefits	benefit	NOUN
ajbmeb-37	14	51	to	to	PART
ajbmeb-37	14	52	meet	meet	VERB
ajbmeb-37	14	53	business	business	NOUN
ajbmeb-37	14	54	objectives	objective	NOUN
ajbmeb-37	14	55	.	.	PUNCT
ajbmeb-37	15	1	ai	ai	VERB
ajbmeb-37	15	2	facilitates	facilitate	NOUN
ajbmeb-37	15	3	in	in	ADP
ajbmeb-37	15	4	integrating	integrate	VERB
ajbmeb-37	15	5	the	the	DET
ajbmeb-37	15	6	technology	technology	NOUN
ajbmeb-37	15	7	and	and	CCONJ
ajbmeb-37	15	8	concepts	concept	NOUN
ajbmeb-37	15	9	in	in	ADP
ajbmeb-37	15	10	the	the	DET
ajbmeb-37	15	11	real	real	ADJ
ajbmeb-37	15	12	time	time	NOUN
ajbmeb-37	15	13	environment	environment	NOUN
ajbmeb-37	15	14	and	and	CCONJ
ajbmeb-37	15	15	give	give	VERB
ajbmeb-37	15	16	better	well	ADJ
ajbmeb-37	15	17	return	return	NOUN
ajbmeb-37	15	18	on	on	ADP
ajbmeb-37	15	19	investments	investment	NOUN
ajbmeb-37	15	20	and	and	CCONJ
ajbmeb-37	15	21	other	other	ADJ
ajbmeb-37	15	22	tangible	tangible	ADJ
ajbmeb-37	15	23	as	as	ADV
ajbmeb-37	15	24	well	well	ADV
ajbmeb-37	15	25	as	as	ADP
ajbmeb-37	15	26	intangible	intangible	ADJ
ajbmeb-37	15	27	advantages	advantage	NOUN
ajbmeb-37	15	28	.	.	PUNCT
ajbmeb-37	16	1	these	these	DET
ajbmeb-37	16	2	advantages	advantage	NOUN
ajbmeb-37	16	3	may	may	AUX
ajbmeb-37	16	4	include	include	VERB
ajbmeb-37	16	5	cost	cost	NOUN
ajbmeb-37	16	6	analysis	analysis	NOUN
ajbmeb-37	16	7	,	,	PUNCT
ajbmeb-37	16	8	risk	risk	NOUN
ajbmeb-37	16	9	assessment	assessment	NOUN
ajbmeb-37	16	10	,	,	PUNCT
ajbmeb-37	16	11	market	market	NOUN
ajbmeb-37	16	12	development	development	NOUN
ajbmeb-37	16	13	,	,	PUNCT
ajbmeb-37	16	14	strategic	strategic	ADJ
ajbmeb-37	16	15	analysis	analysis	NOUN
ajbmeb-37	16	16	,	,	PUNCT
ajbmeb-37	16	17	etc	etc	X
ajbmeb-37	16	18	.	.	X
ajbmeb-37	16	19	there	there	PRON
ajbmeb-37	16	20	are	be	VERB
ajbmeb-37	16	21	many	many	ADJ
ajbmeb-37	16	22	benefits	benefit	NOUN
ajbmeb-37	16	23	of	of	ADP
ajbmeb-37	16	24	ai	ai	NOUN
ajbmeb-37	16	25	and	and	CCONJ
ajbmeb-37	16	26	as	as	ADP
ajbmeb-37	16	27	of	of	ADP
ajbmeb-37	16	28	another	another	DET
ajbmeb-37	16	29	sphere	sphere	NOUN
ajbmeb-37	16	30	,	,	PUNCT
ajbmeb-37	16	31	there	there	PRON
ajbmeb-37	16	32	are	be	VERB
ajbmeb-37	16	33	many	many	ADJ
ajbmeb-37	16	34	concerns	concern	NOUN
ajbmeb-37	16	35	too	too	ADV
ajbmeb-37	16	36	.	.	PUNCT
ajbmeb-37	17	1	ai	ai	PROPN
ajbmeb-37	17	2	has	have	AUX
ajbmeb-37	17	3	aggravated	aggravate	VERB
ajbmeb-37	17	4	the	the	DET
ajbmeb-37	17	5	problems	problem	NOUN
ajbmeb-37	17	6	of	of	ADP
ajbmeb-37	17	7	computing	compute	VERB
ajbmeb-37	17	8	ethics	ethic	NOUN
ajbmeb-37	17	9	,	,	PUNCT
ajbmeb-37	17	10	increased	increase	VERB
ajbmeb-37	17	11	digital	digital	ADJ
ajbmeb-37	17	12	divide	divide	NOUN
ajbmeb-37	17	13	,	,	PUNCT
ajbmeb-37	17	14	and	and	CCONJ
ajbmeb-37	17	15	lead	lead	VERB
ajbmeb-37	17	16	to	to	ADP
ajbmeb-37	17	17	biased	biased	ADJ
ajbmeb-37	17	18	decisions	decision	NOUN
ajbmeb-37	17	19	.	.	PUNCT
ajbmeb-37	18	1	apart	apart	ADV
ajbmeb-37	18	2	from	from	ADP
ajbmeb-37	18	3	these	these	DET
ajbmeb-37	18	4	concerns	concern	NOUN
ajbmeb-37	18	5	ai	ai	AUX
ajbmeb-37	18	6	also	also	ADV
ajbmeb-37	18	7	has	have	VERB
ajbmeb-37	18	8	to	to	PART
ajbmeb-37	18	9	be	be	AUX
ajbmeb-37	18	10	checked	check	VERB
ajbmeb-37	18	11	for	for	ADP
ajbmeb-37	18	12	its	its	PRON
ajbmeb-37	18	13	unambiguous	unambiguous	ADJ
ajbmeb-37	18	14	working	working	NOUN
ajbmeb-37	18	15	,	,	PUNCT
ajbmeb-37	18	16	complexities	complexity	NOUN
ajbmeb-37	18	17	in	in	ADP
ajbmeb-37	18	18	algorithms	algorithm	NOUN
ajbmeb-37	18	19	and	and	CCONJ
ajbmeb-37	18	20	cyber	cyber	NOUN
ajbmeb-37	18	21	threats	threat	NOUN
ajbmeb-37	18	22	.	.	PUNCT
ajbmeb-37	19	1	similarly	similarly	ADV
ajbmeb-37	19	2	ai	ai	VERB
ajbmeb-37	19	3	has	have	VERB
ajbmeb-37	19	4	to	to	PART
ajbmeb-37	19	5	be	be	AUX
ajbmeb-37	19	6	monitored	monitor	VERB
ajbmeb-37	19	7	for	for	ADP
ajbmeb-37	19	8	strategic	strategic	ADJ
ajbmeb-37	19	9	planning	planning	NOUN
ajbmeb-37	19	10	at	at	ADP
ajbmeb-37	19	11	organizational	organizational	ADJ
ajbmeb-37	19	12	level	level	NOUN
ajbmeb-37	19	13	as	as	ADV
ajbmeb-37	19	14	well	well	ADV
ajbmeb-37	19	15	as	as	ADP
ajbmeb-37	19	16	industrial	industrial	ADJ
ajbmeb-37	19	17	level	level	NOUN
ajbmeb-37	19	18	.	.	PUNCT
ajbmeb-37	20	1	figure	figure	NOUN
ajbmeb-37	20	2	1	1	NUM
ajbmeb-37	20	3	.	.	PUNCT
ajbmeb-37	20	4	reasons	reason	NOUN
ajbmeb-37	20	5	to	to	PART
ajbmeb-37	20	6	apply	apply	VERB
ajbmeb-37	20	7	ai	ai	NOUN
ajbmeb-37	20	8	in	in	ADP
ajbmeb-37	20	9	the	the	DET
ajbmeb-37	20	10	current	current	ADJ
ajbmeb-37	20	11	digital	digital	ADJ
ajbmeb-37	20	12	technology	technology	NOUN
ajbmeb-37	20	13	,	,	PUNCT
ajbmeb-37	20	14	ai	ai	VERB
ajbmeb-37	20	15	has	have	AUX
ajbmeb-37	20	16	become	become	VERB
ajbmeb-37	20	17	the	the	DET
ajbmeb-37	20	18	stimuli	stimulus	NOUN
ajbmeb-37	20	19	for	for	ADP
ajbmeb-37	20	20	increasing	increase	VERB
ajbmeb-37	20	21	the	the	DET
ajbmeb-37	20	22	level	level	NOUN
ajbmeb-37	20	23	of	of	ADP
ajbmeb-37	20	24	competition	competition	NOUN
ajbmeb-37	20	25	at	at	ADP
ajbmeb-37	20	26	all	all	DET
ajbmeb-37	20	27	places	place	NOUN
ajbmeb-37	20	28	such	such	ADJ
ajbmeb-37	20	29	as	as	ADP
ajbmeb-37	20	30	firms	firm	NOUN
ajbmeb-37	20	31	,	,	PUNCT
ajbmeb-37	20	32	government	government	NOUN
ajbmeb-37	20	33	,	,	PUNCT
ajbmeb-37	20	34	international	international	ADJ
ajbmeb-37	20	35	businesses	business	NOUN
ajbmeb-37	20	36	,	,	PUNCT
ajbmeb-37	20	37	education	education	NOUN
ajbmeb-37	20	38	,	,	PUNCT
ajbmeb-37	20	39	etc	etc	X
ajbmeb-37	20	40	.	.	X
ajbmeb-37	20	41	the	the	DET
ajbmeb-37	20	42	growth	growth	NOUN
ajbmeb-37	20	43	of	of	ADP
ajbmeb-37	20	44	internet	internet	NOUN
ajbmeb-37	20	45	and	and	CCONJ
ajbmeb-37	20	46	is	be	AUX
ajbmeb-37	20	47	and	and	CCONJ
ajbmeb-37	20	48	it	it	PRON
ajbmeb-37	20	49	financial	financial	ADJ
ajbmeb-37	20	50	analysis	analysis	NOUN
ajbmeb-37	20	51	is	be	AUX
ajbmeb-37	20	52	no	no	ADV
ajbmeb-37	20	53	longer	long	ADV
ajbmeb-37	20	54	depending	depend	VERB
ajbmeb-37	20	55	on	on	ADP
ajbmeb-37	20	56	statistical	statistical	ADJ
ajbmeb-37	20	57	methods	method	NOUN
ajbmeb-37	20	58	of	of	ADP
ajbmeb-37	20	59	its	its	PRON
ajbmeb-37	20	60	results	result	NOUN
ajbmeb-37	20	61	,	,	PUNCT
ajbmeb-37	20	62	applications	application	NOUN
ajbmeb-37	20	63	and	and	CCONJ
ajbmeb-37	20	64	benefits	benefit	NOUN
ajbmeb-37	20	65	.	.	PUNCT
ajbmeb-37	21	1	there	there	PRON
ajbmeb-37	21	2	are	be	VERB
ajbmeb-37	21	3	many	many	ADJ
ajbmeb-37	21	4	applications	application	NOUN
ajbmeb-37	21	5	introduced	introduce	VERB
ajbmeb-37	21	6	by	by	ADP
ajbmeb-37	21	7	ai	ai	INTJ
ajbmeb-37	21	8	which	which	PRON
ajbmeb-37	21	9	have	have	AUX
ajbmeb-37	21	10	integrated	integrate	VERB
ajbmeb-37	21	11	the	the	DET
ajbmeb-37	21	12	statistical	statistical	ADJ
ajbmeb-37	21	13	methods	method	NOUN
ajbmeb-37	21	14	for	for	ADP
ajbmeb-37	21	15	analyzing	analyze	VERB
ajbmeb-37	21	16	effectively	effectively	ADV
ajbmeb-37	21	17	and	and	CCONJ
ajbmeb-37	21	18	efficiently	efficiently	ADV
ajbmeb-37	21	19	the	the	DET
ajbmeb-37	21	20	applications	application	NOUN
ajbmeb-37	21	21	of	of	ADP
ajbmeb-37	21	22	finance	finance	NOUN
ajbmeb-37	21	23	and	and	CCONJ
ajbmeb-37	21	24	some	some	PRON
ajbmeb-37	21	25	of	of	ADP
ajbmeb-37	21	26	the	the	DET
ajbmeb-37	21	27	examples	example	NOUN
ajbmeb-37	21	28	are	be	AUX
ajbmeb-37	21	29	given	give	VERB
ajbmeb-37	21	30	in	in	ADP
ajbmeb-37	21	31	figure	figure	NOUN
ajbmeb-37	21	32	2	2	NUM
ajbmeb-37	21	33	.	.	PUNCT
ajbmeb-37	21	34	figure	figure	NOUN
ajbmeb-37	21	35	2	2	NUM
ajbmeb-37	21	36	.	.	PUNCT
ajbmeb-37	21	37	examples	example	NOUN
ajbmeb-37	21	38	of	of	ADP
ajbmeb-37	21	39	ai	ai	NOUN
ajbmeb-37	21	40	in	in	ADP
ajbmeb-37	21	41	finance	finance	NOUN
ajbmeb-37	21	42	ai	ai	VERB
ajbmeb-37	21	43	has	have	AUX
ajbmeb-37	21	44	been	be	AUX
ajbmeb-37	21	45	using	use	VERB
ajbmeb-37	21	46	vra	vra	NOUN
ajbmeb-37	21	47	and	and	CCONJ
ajbmeb-37	21	48	tsm	tsm	NOUN
ajbmeb-37	21	49	for	for	ADP
ajbmeb-37	21	50	measuring	measure	VERB
ajbmeb-37	21	51	financial	financial	ADJ
ajbmeb-37	21	52	performance	performance	NOUN
ajbmeb-37	21	53	for	for	ADP
ajbmeb-37	21	54	the	the	DET
ajbmeb-37	21	55	firm	firm	NOUN
ajbmeb-37	21	56	and	and	CCONJ
ajbmeb-37	21	57	aids	aid	NOUN
ajbmeb-37	21	58	in	in	ADP
ajbmeb-37	21	59	developing	develop	VERB
ajbmeb-37	21	60	the	the	DET
ajbmeb-37	21	61	future	future	ADJ
ajbmeb-37	21	62	model	model	NOUN
ajbmeb-37	21	63	for	for	ADP
ajbmeb-37	21	64	the	the	DET
ajbmeb-37	21	65	growth	growth	NOUN
ajbmeb-37	21	66	and	and	CCONJ
ajbmeb-37	21	67	development	development	NOUN
ajbmeb-37	21	68	for	for	ADP
ajbmeb-37	21	69	the	the	DET
ajbmeb-37	21	70	firm	firm	ADJ
ajbmeb-37	21	71	financial	financial	ADJ
ajbmeb-37	21	72	structure	structure	NOUN
ajbmeb-37	21	73	.	.	PUNCT
ajbmeb-37	22	1	tsm	tsm	PROPN
ajbmeb-37	22	2	has	have	VERB
ajbmeb-37	22	3	its	its	PRON
ajbmeb-37	22	4	own	own	ADJ
ajbmeb-37	22	5	advantages	advantage	NOUN
ajbmeb-37	22	6	and	and	CCONJ
ajbmeb-37	22	7	ai	ai	VERB
ajbmeb-37	22	8	use	use	VERB
ajbmeb-37	22	9	this	this	PRON
ajbmeb-37	22	10	for	for	ADP
ajbmeb-37	22	11	prediction	prediction	NOUN
ajbmeb-37	22	12	of	of	ADP
ajbmeb-37	22	13	outcomes	outcome	NOUN
ajbmeb-37	22	14	,	,	PUNCT
ajbmeb-37	22	15	problem	problem	NOUN
ajbmeb-37	22	16	solving	solving	NOUN
ajbmeb-37	22	17	,	,	PUNCT
ajbmeb-37	22	18	and	and	CCONJ
ajbmeb-37	22	19	methods	method	NOUN
ajbmeb-37	22	20	of	of	ADP
ajbmeb-37	22	21	resolving	resolve	VERB
ajbmeb-37	22	22	errors	error	NOUN
ajbmeb-37	22	23	and	and	CCONJ
ajbmeb-37	22	24	do	do	VERB
ajbmeb-37	22	25	accurate	accurate	ADJ
ajbmeb-37	22	26	financial	financial	ADJ
ajbmeb-37	22	27	data	datum	NOUN
ajbmeb-37	22	28	analysis	analysis	NOUN
ajbmeb-37	22	29	(	(	PUNCT
ajbmeb-37	22	30	fda	fda	PROPN
ajbmeb-37	22	31	)	)	PUNCT
ajbmeb-37	22	32	.	.	PUNCT
ajbmeb-37	23	1	ai	ai	VERB
ajbmeb-37	23	2	in	in	ADP
ajbmeb-37	23	3	the	the	DET
ajbmeb-37	23	4	stock	stock	NOUN
ajbmeb-37	23	5	investment	investment	NOUN
ajbmeb-37	23	6	of	of	ADP
ajbmeb-37	23	7	financial	financial	ADJ
ajbmeb-37	23	8	market	market	NOUN
ajbmeb-37	23	9	and	and	CCONJ
ajbmeb-37	23	10	fda	fda	PROPN
ajbmeb-37	23	11	plays	play	VERB
ajbmeb-37	23	12	a	a	DET
ajbmeb-37	23	13	great	great	ADJ
ajbmeb-37	23	14	role	role	NOUN
ajbmeb-37	23	15	because	because	SCONJ
ajbmeb-37	23	16	people	people	NOUN
ajbmeb-37	23	17	aspires	aspire	VERB
ajbmeb-37	23	18	to	to	PART
ajbmeb-37	23	19	know	know	VERB
ajbmeb-37	23	20	the	the	DET
ajbmeb-37	23	21	risk	risk	NOUN
ajbmeb-37	23	22	and	and	CCONJ
ajbmeb-37	23	23	returns	return	NOUN
ajbmeb-37	23	24	and	and	CCONJ
ajbmeb-37	23	25	both	both	PRON
ajbmeb-37	23	26	are	be	AUX
ajbmeb-37	23	27	easily	easily	ADV
ajbmeb-37	23	28	and	and	CCONJ
ajbmeb-37	23	29	accurately	accurately	ADV
ajbmeb-37	23	30	calculated	calculate	VERB
ajbmeb-37	23	31	by	by	ADP
ajbmeb-37	23	32	ai	ai	PROPN
ajbmeb-37	23	33	.	.	PUNCT
ajbmeb-37	23	34	financial	financial	ADJ
ajbmeb-37	23	35	experts	expert	NOUN
ajbmeb-37	23	36	at	at	ADP
ajbmeb-37	23	37	all	all	DET
ajbmeb-37	23	38	levels	level	NOUN
ajbmeb-37	23	39	of	of	ADP
ajbmeb-37	23	40	industry	industry	NOUN
ajbmeb-37	23	41	use	use	NOUN
ajbmeb-37	23	42	ai	ai	VERB
ajbmeb-37	23	43	in	in	ADP
ajbmeb-37	23	44	analyzing	analyze	VERB
ajbmeb-37	23	45	good	good	ADJ
ajbmeb-37	23	46	investment	investment	NOUN
ajbmeb-37	23	47	decisions	decision	NOUN
ajbmeb-37	23	48	and	and	CCONJ
ajbmeb-37	23	49	also	also	ADV
ajbmeb-37	23	50	apply	apply	VERB
ajbmeb-37	23	51	techniques	technique	NOUN
ajbmeb-37	23	52	of	of	ADP
ajbmeb-37	23	53	dmg	dmg	NOUN
ajbmeb-37	23	54	in	in	ADP
ajbmeb-37	23	55	fda	fda	PROPN
ajbmeb-37	23	56	and	and	CCONJ
ajbmeb-37	23	57	in	in	ADP
ajbmeb-37	23	58	stock	stock	NOUN
ajbmeb-37	23	59	market	market	NOUN
ajbmeb-37	23	60	analysis	analysis	NOUN
ajbmeb-37	23	61	(	(	PUNCT
ajbmeb-37	23	62	sma	sma	NOUN
ajbmeb-37	23	63	)	)	PUNCT
ajbmeb-37	23	64	.	.	PUNCT
ajbmeb-37	24	1	this	this	PRON
ajbmeb-37	24	2	helps	help	VERB
ajbmeb-37	24	3	in	in	ADP
ajbmeb-37	24	4	measuring	measure	VERB
ajbmeb-37	24	5	good	good	ADJ
ajbmeb-37	24	6	investment	investment	NOUN
ajbmeb-37	24	7	decisions	decision	NOUN
ajbmeb-37	24	8	,	,	PUNCT
ajbmeb-37	24	9	sma	sma	INTJ
ajbmeb-37	24	10	,	,	PUNCT
ajbmeb-37	24	11	cost	cost	VERB
ajbmeb-37	24	12	analysis	analysis	NOUN
ajbmeb-37	24	13	,	,	PUNCT
ajbmeb-37	24	14	forecasting	forecast	VERB
ajbmeb-37	24	15	market	market	NOUN
ajbmeb-37	24	16	trends	trend	NOUN
ajbmeb-37	24	17	and	and	CCONJ
ajbmeb-37	24	18	methods	method	NOUN
ajbmeb-37	24	19	for	for	ADP
ajbmeb-37	24	20	profit	profit	NOUN
ajbmeb-37	24	21	maximization	maximization	NOUN
ajbmeb-37	24	22	.	.	PUNCT
ajbmeb-37	25	1	ai	ai	VERB
ajbmeb-37	25	2	is	be	AUX
ajbmeb-37	25	3	extensively	extensively	ADV
ajbmeb-37	25	4	applied	apply	VERB
ajbmeb-37	25	5	in	in	ADP
ajbmeb-37	25	6	fda	fda	PROPN
ajbmeb-37	25	7	and	and	CCONJ
ajbmeb-37	25	8	some	some	PRON
ajbmeb-37	25	9	of	of	ADP
ajbmeb-37	25	10	the	the	DET
ajbmeb-37	25	11	areas	area	NOUN
ajbmeb-37	25	12	are	be	AUX
ajbmeb-37	25	13	listed	list	VERB
ajbmeb-37	25	14	in	in	ADP
ajbmeb-37	25	15	figure	figure	NOUN
ajbmeb-37	25	16	3	3	NUM
ajbmeb-37	25	17	.	.	PUNCT
ajbmeb-37	26	1	ai	ai	VERB
ajbmeb-37	26	2	reasons	reason	NOUN
ajbmeb-37	26	3	and	and	CCONJ
ajbmeb-37	26	4	methods	method	NOUN
ajbmeb-37	26	5	of	of	ADP
ajbmeb-37	26	6	using	use	VERB
ajbmeb-37	26	7	ai	ai	VERB
ajbmeb-37	26	8	new	new	ADJ
ajbmeb-37	26	9	issues	issue	NOUN
ajbmeb-37	26	10	and	and	CCONJ
ajbmeb-37	26	11	cyber	cyber	NOUN
ajbmeb-37	26	12	threats	threat	NOUN
ajbmeb-37	26	13	due	due	ADJ
ajbmeb-37	26	14	to	to	ADP
ajbmeb-37	26	15	ai	ai	VERB
ajbmeb-37	26	16	problems	problem	NOUN
ajbmeb-37	26	17	in	in	ADP
ajbmeb-37	26	18	strategic	strategic	ADJ
ajbmeb-37	26	19	decision	decision	NOUN
ajbmeb-37	26	20	making	making	NOUN
ajbmeb-37	26	21	and	and	CCONJ
ajbmeb-37	26	22	results	result	NOUN
ajbmeb-37	26	23	due	due	ADJ
ajbmeb-37	26	24	to	to	ADP
ajbmeb-37	26	25	dependece	dependece	NOUN
ajbmeb-37	26	26	on	on	ADP
ajbmeb-37	26	27	ai	ai	INTJ
ajbmeb-37	26	28	ai	ai	NOUN
ajbmeb-37	26	29	in	in	ADP
ajbmeb-37	26	30	finance	finance	NOUN
ajbmeb-37	26	31	vector	vector	NOUN
ajbmeb-37	26	32	regression	regression	NOUN
ajbmeb-37	26	33	algorithm	algorithm	NOUN
ajbmeb-37	26	34	(	(	PUNCT
ajbmeb-37	26	35	vra	vra	NOUN
ajbmeb-37	26	36	)	)	PUNCT
ajbmeb-37	26	37	time	time	NOUN
ajbmeb-37	26	38	series	series	PROPN
ajbmeb-37	26	39	model	model	PROPN
ajbmeb-37	26	40	(	(	PUNCT
ajbmeb-37	26	41	tsm	tsm	NOUN
ajbmeb-37	26	42	)	)	PUNCT
ajbmeb-37	26	43	data	datum	NOUN
ajbmeb-37	26	44	mining	mining	NOUN
ajbmeb-37	26	45	(	(	PUNCT
ajbmeb-37	26	46	dmg	dmg	PROPN
ajbmeb-37	26	47	)	)	PUNCT
ajbmeb-37	26	48	american	american	ADJ
ajbmeb-37	26	49	journal	journal	PROPN
ajbmeb-37	26	50	of	of	ADP
ajbmeb-37	26	51	business	business	NOUN
ajbmeb-37	26	52	management	management	NOUN
ajbmeb-37	26	53	,	,	PUNCT
ajbmeb-37	26	54	economics	economic	NOUN
ajbmeb-37	26	55	and	and	CCONJ
ajbmeb-37	26	56	banking	banking	NOUN
ajbmeb-37	26	57	volume	volume	NOUN
ajbmeb-37	26	58	1	1	NUM
ajbmeb-37	26	59	,	,	PUNCT
ajbmeb-37	26	60	june	june	PROPN
ajbmeb-37	26	61	,	,	PUNCT
ajbmeb-37	26	62	2022	2022	NUM
ajbmeb-37	26	63	p	p	NOUN
ajbmeb-37	26	64	a	a	DET
ajbmeb-37	26	65	g	g	NOUN
ajbmeb-37	26	66	e	e	NOUN
ajbmeb-37	26	67	|	|	ADV
ajbmeb-37	26	68	57	57	NUM
ajbmeb-37	26	69	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	26	70	figure	figure	NOUN
ajbmeb-37	26	71	3	3	NUM
ajbmeb-37	26	72	.	.	PUNCT
ajbmeb-37	27	1	ai	ai	VERB
ajbmeb-37	27	2	application	application	NOUN
ajbmeb-37	27	3	in	in	ADP
ajbmeb-37	27	4	fda	fda	PROPN
ajbmeb-37	27	5	ai	ai	VERB
ajbmeb-37	27	6	has	have	VERB
ajbmeb-37	27	7	many	many	ADJ
ajbmeb-37	27	8	impacts	impact	NOUN
ajbmeb-37	27	9	in	in	ADP
ajbmeb-37	27	10	fda	fda	PROPN
ajbmeb-37	27	11	and	and	CCONJ
ajbmeb-37	27	12	also	also	ADV
ajbmeb-37	27	13	influence	influence	VERB
ajbmeb-37	27	14	in	in	ADP
ajbmeb-37	27	15	financial	financial	ADJ
ajbmeb-37	27	16	laws	law	NOUN
ajbmeb-37	27	17	and	and	CCONJ
ajbmeb-37	27	18	regulations	regulation	NOUN
ajbmeb-37	27	19	(	(	PUNCT
ajbmeb-37	27	20	flr	flr	PROPN
ajbmeb-37	27	21	)	)	PUNCT
ajbmeb-37	27	22	.	.	PUNCT
ajbmeb-37	28	1	ai	ai	VERB
ajbmeb-37	28	2	helps	help	NOUN
ajbmeb-37	28	3	to	to	PART
ajbmeb-37	28	4	measure	measure	VERB
ajbmeb-37	28	5	the	the	DET
ajbmeb-37	28	6	effective	effective	ADJ
ajbmeb-37	28	7	of	of	ADP
ajbmeb-37	28	8	flr	flr	NOUN
ajbmeb-37	28	9	that	that	PRON
ajbmeb-37	28	10	can	can	AUX
ajbmeb-37	28	11	aid	aid	VERB
ajbmeb-37	28	12	in	in	ADP
ajbmeb-37	28	13	building	build	VERB
ajbmeb-37	28	14	the	the	DET
ajbmeb-37	28	15	regulations	regulation	NOUN
ajbmeb-37	28	16	,	,	PUNCT
ajbmeb-37	28	17	describing	describe	VERB
ajbmeb-37	28	18	the	the	DET
ajbmeb-37	28	19	legal	legal	ADJ
ajbmeb-37	28	20	and	and	CCONJ
ajbmeb-37	28	21	illegal	illegal	ADJ
ajbmeb-37	28	22	compliances	compliance	NOUN
ajbmeb-37	28	23	,	,	PUNCT
ajbmeb-37	28	24	etc	etc	X
ajbmeb-37	28	25	.	.	X
ajbmeb-37	29	1	ai	ai	VERB
ajbmeb-37	29	2	follows	follow	VERB
ajbmeb-37	29	3	retrospective	retrospective	ADJ
ajbmeb-37	29	4	trends	trend	NOUN
ajbmeb-37	29	5	to	to	PART
ajbmeb-37	29	6	measure	measure	VERB
ajbmeb-37	29	7	the	the	DET
ajbmeb-37	29	8	fda	fda	PROPN
ajbmeb-37	29	9	and	and	CCONJ
ajbmeb-37	29	10	flr	flr	NOUN
ajbmeb-37	29	11	and	and	CCONJ
ajbmeb-37	29	12	use	use	VERB
ajbmeb-37	29	13	it	it	PRON
ajbmeb-37	29	14	for	for	ADP
ajbmeb-37	29	15	monitoring	monitor	VERB
ajbmeb-37	29	16	the	the	DET
ajbmeb-37	29	17	at	at	NOUN
ajbmeb-37	29	18	,	,	PUNCT
ajbmeb-37	29	19	liu	liu	PROPN
ajbmeb-37	29	20	,	,	PUNCT
ajbmeb-37	29	21	fdt	fdt	NOUN
ajbmeb-37	29	22	and	and	CCONJ
ajbmeb-37	29	23	imt	imt	PROPN
ajbmeb-37	29	24	.	.	PUNCT
ajbmeb-37	30	1	this	this	DET
ajbmeb-37	30	2	research	research	NOUN
ajbmeb-37	30	3	focus	focus	NOUN
ajbmeb-37	30	4	on	on	ADP
ajbmeb-37	30	5	the	the	DET
ajbmeb-37	30	6	development	development	NOUN
ajbmeb-37	30	7	and	and	CCONJ
ajbmeb-37	30	8	role	role	NOUN
ajbmeb-37	30	9	of	of	ADP
ajbmeb-37	30	10	ai	ai	VERB
ajbmeb-37	30	11	in	in	ADP
ajbmeb-37	30	12	fm	fm	PROPN
ajbmeb-37	30	13	and	and	CCONJ
ajbmeb-37	30	14	fs	fs	X
ajbmeb-37	30	15	for	for	ADP
ajbmeb-37	30	16	doing	do	VERB
ajbmeb-37	30	17	the	the	DET
ajbmeb-37	30	18	study	study	NOUN
ajbmeb-37	30	19	of	of	ADP
ajbmeb-37	30	20	rm	rm	PROPN
ajbmeb-37	30	21	and	and	CCONJ
ajbmeb-37	30	22	cmd	cmd	PROPN
ajbmeb-37	30	23	.	.	PUNCT
ajbmeb-37	31	1	cmd	cmd	PROPN
ajbmeb-37	31	2	is	be	AUX
ajbmeb-37	31	3	an	an	DET
ajbmeb-37	31	4	important	important	ADJ
ajbmeb-37	31	5	area	area	NOUN
ajbmeb-37	31	6	in	in	ADP
ajbmeb-37	31	7	fda	fda	PROPN
ajbmeb-37	31	8	and	and	CCONJ
ajbmeb-37	31	9	ai	ai	PROPN
ajbmeb-37	31	10	plays	play	VERB
ajbmeb-37	31	11	an	an	DET
ajbmeb-37	31	12	important	important	ADJ
ajbmeb-37	31	13	role	role	NOUN
ajbmeb-37	31	14	in	in	ADP
ajbmeb-37	31	15	this	this	DET
ajbmeb-37	31	16	estimation	estimation	NOUN
ajbmeb-37	31	17	.	.	PUNCT
ajbmeb-37	32	1	ai	ai	VERB
ajbmeb-37	32	2	calculates	calculate	NOUN
ajbmeb-37	32	3	the	the	DET
ajbmeb-37	32	4	cost	cost	NOUN
ajbmeb-37	32	5	required	require	VERB
ajbmeb-37	32	6	to	to	PART
ajbmeb-37	32	7	invest	invest	VERB
ajbmeb-37	32	8	and	and	CCONJ
ajbmeb-37	32	9	deploy	deploy	VERB
ajbmeb-37	32	10	for	for	ADP
ajbmeb-37	32	11	any	any	DET
ajbmeb-37	32	12	successful	successful	ADJ
ajbmeb-37	32	13	business	business	NOUN
ajbmeb-37	32	14	,	,	PUNCT
ajbmeb-37	32	15	resources	resource	NOUN
ajbmeb-37	32	16	and	and	CCONJ
ajbmeb-37	32	17	time	time	NOUN
ajbmeb-37	32	18	management	management	NOUN
ajbmeb-37	32	19	and	and	CCONJ
ajbmeb-37	32	20	over	over	ADP
ajbmeb-37	32	21	all	all	DET
ajbmeb-37	32	22	estimation	estimation	NOUN
ajbmeb-37	32	23	of	of	ADP
ajbmeb-37	32	24	the	the	DET
ajbmeb-37	32	25	cost	cost	NOUN
ajbmeb-37	32	26	and	and	CCONJ
ajbmeb-37	32	27	budget	budget	NOUN
ajbmeb-37	32	28	analysis	analysis	NOUN
ajbmeb-37	32	29	.	.	PUNCT
ajbmeb-37	33	1	ai	ai	VERB
ajbmeb-37	33	2	identifies	identify	VERB
ajbmeb-37	33	3	the	the	DET
ajbmeb-37	33	4	factors	factor	NOUN
ajbmeb-37	33	5	and	and	CCONJ
ajbmeb-37	33	6	techniques	technique	NOUN
ajbmeb-37	33	7	needed	need	VERB
ajbmeb-37	33	8	for	for	ADP
ajbmeb-37	33	9	cmd	cmd	NOUN
ajbmeb-37	33	10	and	and	CCONJ
ajbmeb-37	33	11	how	how	SCONJ
ajbmeb-37	33	12	retroseptic	retroseptic	ADJ
ajbmeb-37	33	13	fda	fda	PROPN
ajbmeb-37	33	14	can	can	AUX
ajbmeb-37	33	15	aid	aid	VERB
ajbmeb-37	33	16	to	to	ADP
ajbmeb-37	33	17	the	the	DET
ajbmeb-37	33	18	process	process	NOUN
ajbmeb-37	33	19	.	.	PUNCT
ajbmeb-37	34	1	the	the	DET
ajbmeb-37	34	2	method	method	NOUN
ajbmeb-37	34	3	is	be	AUX
ajbmeb-37	34	4	based	base	VERB
ajbmeb-37	34	5	on	on	ADP
ajbmeb-37	34	6	fda	fda	PROPN
ajbmeb-37	34	7	where	where	SCONJ
ajbmeb-37	34	8	ai	ai	PROPN
ajbmeb-37	34	9	calculates	calculate	VERB
ajbmeb-37	34	10	the	the	DET
ajbmeb-37	34	11	costing	costing	NOUN
ajbmeb-37	34	12	in	in	ADP
ajbmeb-37	34	13	numerical	numerical	ADJ
ajbmeb-37	34	14	terms	term	NOUN
ajbmeb-37	34	15	and	and	CCONJ
ajbmeb-37	34	16	with	with	ADP
ajbmeb-37	34	17	the	the	DET
ajbmeb-37	34	18	help	help	NOUN
ajbmeb-37	34	19	of	of	ADP
ajbmeb-37	34	20	dmg	dmg	NOUN
ajbmeb-37	34	21	process	process	NOUN
ajbmeb-37	34	22	the	the	DET
ajbmeb-37	34	23	need	need	NOUN
ajbmeb-37	34	24	for	for	ADP
ajbmeb-37	34	25	cost	cost	NOUN
ajbmeb-37	34	26	requirements	requirement	NOUN
ajbmeb-37	34	27	in	in	ADP
ajbmeb-37	34	28	the	the	DET
ajbmeb-37	34	29	business	business	NOUN
ajbmeb-37	34	30	and	and	CCONJ
ajbmeb-37	34	31	also	also	ADV
ajbmeb-37	34	32	rm	rm	PROPN
ajbmeb-37	34	33	needed	need	VERB
ajbmeb-37	34	34	in	in	ADP
ajbmeb-37	34	35	the	the	DET
ajbmeb-37	34	36	sector	sector	NOUN
ajbmeb-37	34	37	.	.	PUNCT
ajbmeb-37	35	1	this	this	DET
ajbmeb-37	35	2	research	research	NOUN
ajbmeb-37	35	3	is	be	AUX
ajbmeb-37	35	4	a	a	DET
ajbmeb-37	35	5	descriptive	descriptive	ADJ
ajbmeb-37	35	6	study	study	NOUN
ajbmeb-37	35	7	based	base	VERB
ajbmeb-37	35	8	on	on	ADP
ajbmeb-37	35	9	qualitative	qualitative	ADJ
ajbmeb-37	35	10	analysis	analysis	NOUN
ajbmeb-37	35	11	which	which	PRON
ajbmeb-37	35	12	is	be	AUX
ajbmeb-37	35	13	divided	divide	VERB
ajbmeb-37	35	14	into	into	ADP
ajbmeb-37	35	15	four	four	NUM
ajbmeb-37	35	16	parts	part	NOUN
ajbmeb-37	35	17	;	;	PUNCT
ajbmeb-37	35	18	first	first	ADJ
ajbmeb-37	35	19	part	part	NOUN
ajbmeb-37	35	20	will	will	AUX
ajbmeb-37	35	21	cover	cover	VERB
ajbmeb-37	35	22	the	the	DET
ajbmeb-37	35	23	related	related	ADJ
ajbmeb-37	35	24	studies	study	NOUN
ajbmeb-37	35	25	of	of	ADP
ajbmeb-37	35	26	ai	ai	PROPN
ajbmeb-37	35	27	’s	’s	PART
ajbmeb-37	35	28	role	role	NOUN
ajbmeb-37	35	29	in	in	ADP
ajbmeb-37	35	30	cmd	cmd	PROPN
ajbmeb-37	35	31	and	and	CCONJ
ajbmeb-37	35	32	rm	rm	PROPN
ajbmeb-37	35	33	and	and	CCONJ
ajbmeb-37	35	34	general	general	ADJ
ajbmeb-37	35	35	growth	growth	NOUN
ajbmeb-37	35	36	and	and	CCONJ
ajbmeb-37	35	37	development	development	NOUN
ajbmeb-37	35	38	of	of	ADP
ajbmeb-37	35	39	ai	ai	PROPN
ajbmeb-37	35	40	.	.	PUNCT
ajbmeb-37	36	1	the	the	DET
ajbmeb-37	36	2	second	second	ADJ
ajbmeb-37	36	3	part	part	NOUN
ajbmeb-37	36	4	discusses	discuss	VERB
ajbmeb-37	36	5	the	the	DET
ajbmeb-37	36	6	roles	role	NOUN
ajbmeb-37	36	7	,	,	PUNCT
ajbmeb-37	36	8	advantages	advantage	NOUN
ajbmeb-37	36	9	and	and	CCONJ
ajbmeb-37	36	10	challenges	challenge	NOUN
ajbmeb-37	36	11	in	in	ADP
ajbmeb-37	36	12	cmd	cmd	PROPN
ajbmeb-37	36	13	and	and	CCONJ
ajbmeb-37	36	14	rm	rm	PROPN
ajbmeb-37	36	15	.	.	PROPN
ajbmeb-37	36	16	third	third	ADJ
ajbmeb-37	36	17	part	part	NOUN
ajbmeb-37	36	18	presents	present	VERB
ajbmeb-37	36	19	the	the	DET
ajbmeb-37	36	20	recommendation	recommendation	NOUN
ajbmeb-37	36	21	and	and	CCONJ
ajbmeb-37	36	22	general	general	ADJ
ajbmeb-37	36	23	advantages	advantage	NOUN
ajbmeb-37	36	24	of	of	ADP
ajbmeb-37	36	25	ai	ai	VERB
ajbmeb-37	36	26	in	in	ADP
ajbmeb-37	36	27	cmd	cmd	PROPN
ajbmeb-37	36	28	and	and	CCONJ
ajbmeb-37	36	29	rm	rm	PROPN
ajbmeb-37	36	30	.	.	PUNCT
ajbmeb-37	37	1	fourth	fourth	ADJ
ajbmeb-37	37	2	part	part	NOUN
ajbmeb-37	37	3	concludes	conclude	VERB
ajbmeb-37	37	4	the	the	DET
ajbmeb-37	37	5	general	general	ADJ
ajbmeb-37	37	6	scenario	scenario	NOUN
ajbmeb-37	37	7	of	of	ADP
ajbmeb-37	37	8	ai	ai	PROPN
ajbmeb-37	37	9	and	and	CCONJ
ajbmeb-37	37	10	specific	specific	ADJ
ajbmeb-37	37	11	competitive	competitive	ADJ
ajbmeb-37	37	12	advantages	advantage	NOUN
ajbmeb-37	37	13	in	in	ADP
ajbmeb-37	37	14	cmd	cmd	PROPN
ajbmeb-37	37	15	and	and	CCONJ
ajbmeb-37	37	16	rm	rm	PROPN
ajbmeb-37	37	17	.	.	PROPN
ajbmeb-37	38	1	1	1	X
ajbmeb-37	38	2	.	.	X
ajbmeb-37	38	3	literature	literature	NOUN
ajbmeb-37	38	4	review	review	VERB
ajbmeb-37	38	5	2.1	2.1	NUM
ajbmeb-37	38	6	the	the	DET
ajbmeb-37	38	7	development	development	NOUN
ajbmeb-37	38	8	of	of	ADP
ajbmeb-37	38	9	artificial	artificial	ADJ
ajbmeb-37	38	10	intelligence	intelligence	NOUN
ajbmeb-37	38	11	in	in	ADP
ajbmeb-37	38	12	financial	financial	ADJ
ajbmeb-37	38	13	field	field	NOUN
ajbmeb-37	38	14	with	with	ADP
ajbmeb-37	38	15	the	the	DET
ajbmeb-37	38	16	rapid	rapid	ADJ
ajbmeb-37	38	17	development	development	NOUN
ajbmeb-37	38	18	of	of	ADP
ajbmeb-37	38	19	artificial	artificial	ADJ
ajbmeb-37	38	20	intelligence	intelligence	NOUN
ajbmeb-37	38	21	technology	technology	NOUN
ajbmeb-37	38	22	,	,	PUNCT
ajbmeb-37	38	23	ai	ai	VERB
ajbmeb-37	38	24	is	be	AUX
ajbmeb-37	38	25	widely	widely	ADV
ajbmeb-37	38	26	popularized	popularize	VERB
ajbmeb-37	38	27	in	in	ADP
ajbmeb-37	38	28	financial	financial	ADJ
ajbmeb-37	38	29	field	field	NOUN
ajbmeb-37	38	30	.	.	PUNCT
ajbmeb-37	39	1	factors	factor	NOUN
ajbmeb-37	39	2	that	that	PRON
ajbmeb-37	39	3	accelerate	accelerate	VERB
ajbmeb-37	39	4	the	the	DET
ajbmeb-37	39	5	fintech	fintech	NOUN
ajbmeb-37	39	6	development	development	NOUN
ajbmeb-37	39	7	,	,	PUNCT
ajbmeb-37	39	8	promote	promote	VERB
ajbmeb-37	39	9	the	the	DET
ajbmeb-37	39	10	development	development	NOUN
ajbmeb-37	39	11	of	of	ADP
ajbmeb-37	39	12	artificial	artificial	ADJ
ajbmeb-37	39	13	intelligence	intelligence	NOUN
ajbmeb-37	39	14	and	and	CCONJ
ajbmeb-37	39	15	machine	machine	NOUN
ajbmeb-37	39	16	learning	learning	NOUN
ajbmeb-37	39	17	in	in	ADP
ajbmeb-37	39	18	financial	financial	ADJ
ajbmeb-37	39	19	field	field	NOUN
ajbmeb-37	39	20	,	,	PUNCT
ajbmeb-37	39	21	and	and	CCONJ
ajbmeb-37	39	22	drive	drive	VERB
ajbmeb-37	39	23	financial	financial	ADJ
ajbmeb-37	39	24	institution	institution	NOUN
ajbmeb-37	39	25	to	to	PART
ajbmeb-37	39	26	reduce	reduce	VERB
ajbmeb-37	39	27	cost	cost	NOUN
ajbmeb-37	39	28	,	,	PUNCT
ajbmeb-37	39	29	management	management	NOUN
ajbmeb-37	39	30	risk	risk	NOUN
ajbmeb-37	39	31	,	,	PUNCT
ajbmeb-37	39	32	improve	improve	VERB
ajbmeb-37	39	33	quality	quality	NOUN
ajbmeb-37	39	34	of	of	ADP
ajbmeb-37	39	35	service	service	NOUN
ajbmeb-37	39	36	and	and	CCONJ
ajbmeb-37	39	37	increase	increase	VERB
ajbmeb-37	39	38	profit	profit	NOUN
ajbmeb-37	39	39	by	by	ADP
ajbmeb-37	39	40	using	use	VERB
ajbmeb-37	39	41	ai	ai	NOUN
ajbmeb-37	39	42	and	and	CCONJ
ajbmeb-37	39	43	machine	machine	NOUN
ajbmeb-37	39	44	learning	learning	NOUN
ajbmeb-37	39	45	.	.	PUNCT
ajbmeb-37	40	1	in	in	ADP
ajbmeb-37	40	2	early	early	ADJ
ajbmeb-37	40	3	1960s	1960	NOUN
ajbmeb-37	40	4	,	,	PUNCT
ajbmeb-37	40	5	one	one	NUM
ajbmeb-37	40	6	of	of	ADP
ajbmeb-37	40	7	the	the	DET
ajbmeb-37	40	8	algorithms	algorithm	NOUN
ajbmeb-37	40	9	in	in	ADP
ajbmeb-37	40	10	machine	machine	NOUN
ajbmeb-37	40	11	learning	learning	NOUN
ajbmeb-37	40	12	-	-	PUNCT
ajbmeb-37	40	13	bayesian	bayesian	NOUN
ajbmeb-37	40	14	statistics	statistic	NOUN
ajbmeb-37	40	15	become	become	VERB
ajbmeb-37	40	16	famous	famous	ADJ
ajbmeb-37	40	17	,	,	PUNCT
ajbmeb-37	40	18	it	it	PRON
ajbmeb-37	40	19	has	have	AUX
ajbmeb-37	40	20	been	be	AUX
ajbmeb-37	40	21	widely	widely	ADV
ajbmeb-37	40	22	used	use	VERB
ajbmeb-37	40	23	in	in	ADP
ajbmeb-37	40	24	financial	financial	ADJ
ajbmeb-37	40	25	area	area	NOUN
ajbmeb-37	40	26	until	until	ADP
ajbmeb-37	40	27	now	now	ADV
ajbmeb-37	40	28	[	[	X
ajbmeb-37	40	29	4	4	NUM
ajbmeb-37	40	30	]	]	PUNCT
ajbmeb-37	40	31	.	.	PUNCT
ajbmeb-37	41	1	moreover	moreover	ADV
ajbmeb-37	41	2	,	,	PUNCT
ajbmeb-37	41	3	the	the	DET
ajbmeb-37	41	4	reason	reason	NOUN
ajbmeb-37	41	5	that	that	PRON
ajbmeb-37	41	6	bayesian	bayesian	NOUN
ajbmeb-37	41	7	theory	theory	NOUN
ajbmeb-37	41	8	become	become	VERB
ajbmeb-37	41	9	popular	popular	ADJ
ajbmeb-37	41	10	in	in	ADP
ajbmeb-37	41	11	financial	financial	ADJ
ajbmeb-37	41	12	area	area	NOUN
ajbmeb-37	41	13	,	,	PUNCT
ajbmeb-37	41	14	is	be	AUX
ajbmeb-37	41	15	its	its	PRON
ajbmeb-37	41	16	application	application	NOUN
ajbmeb-37	41	17	in	in	ADP
ajbmeb-37	41	18	auditing	auditing	NOUN
ajbmeb-37	41	19	area	area	NOUN
ajbmeb-37	41	20	.	.	PUNCT
ajbmeb-37	42	1	in	in	ADP
ajbmeb-37	42	2	the	the	DET
ajbmeb-37	42	3	auditing	auditing	NOUN
ajbmeb-37	42	4	field	field	NOUN
ajbmeb-37	42	5	,	,	PUNCT
ajbmeb-37	42	6	judgment	judgment	NOUN
ajbmeb-37	42	7	made	make	VERB
ajbmeb-37	42	8	by	by	ADP
ajbmeb-37	42	9	auditor	auditor	NOUN
ajbmeb-37	42	10	,	,	PUNCT
ajbmeb-37	42	11	used	use	VERB
ajbmeb-37	42	12	to	to	PART
ajbmeb-37	42	13	rely	rely	VERB
ajbmeb-37	42	14	on	on	ADP
ajbmeb-37	42	15	professional	professional	ADJ
ajbmeb-37	42	16	knowledge	knowledge	NOUN
ajbmeb-37	42	17	and	and	CCONJ
ajbmeb-37	42	18	experience	experience	NOUN
ajbmeb-37	42	19	,	,	PUNCT
ajbmeb-37	42	20	but	but	CCONJ
ajbmeb-37	42	21	different	different	ADJ
ajbmeb-37	42	22	cases	case	NOUN
ajbmeb-37	42	23	have	have	VERB
ajbmeb-37	42	24	different	different	ADJ
ajbmeb-37	42	25	situations	situation	NOUN
ajbmeb-37	42	26	.	.	PUNCT
ajbmeb-37	43	1	various	various	ADJ
ajbmeb-37	43	2	uncertain	uncertain	ADJ
ajbmeb-37	43	3	factors	factor	NOUN
ajbmeb-37	43	4	need	need	VERB
ajbmeb-37	43	5	to	to	PART
ajbmeb-37	43	6	be	be	AUX
ajbmeb-37	43	7	considered	consider	VERB
ajbmeb-37	43	8	in	in	ADP
ajbmeb-37	43	9	the	the	DET
ajbmeb-37	43	10	decision	decision	NOUN
ajbmeb-37	43	11	-	-	PUNCT
ajbmeb-37	43	12	making	making	NOUN
ajbmeb-37	43	13	of	of	ADP
ajbmeb-37	43	14	auditing	auditing	NOUN
ajbmeb-37	43	15	.	.	PUNCT
ajbmeb-37	44	1	therefore	therefore	ADV
ajbmeb-37	44	2	,	,	PUNCT
ajbmeb-37	44	3	ai	ai	VERB
ajbmeb-37	44	4	in	in	ADP
ajbmeb-37	44	5	fda	fda	PROPN
ajbmeb-37	44	6	investment	investment	NOUN
ajbmeb-37	44	7	management	management	NOUN
ajbmeb-37	44	8	(	(	PUNCT
ajbmeb-37	44	9	imt	imt	PROPN
ajbmeb-37	44	10	)	)	PUNCT
ajbmeb-37	44	11	algorithm	algorithm	NOUN
ajbmeb-37	44	12	trading	trading	NOUN
ajbmeb-37	44	13	(	(	PUNCT
ajbmeb-37	44	14	at	at	ADP
ajbmeb-37	44	15	)	)	PUNCT
ajbmeb-37	44	16	loan	loan	NOUN
ajbmeb-37	44	17	and	and	CCONJ
ajbmeb-37	44	18	insurance	insurance	NOUN
ajbmeb-37	44	19	underwriting	underwriting	NOUN
ajbmeb-37	44	20	(	(	PUNCT
ajbmeb-37	44	21	liu	liu	PROPN
ajbmeb-37	44	22	)	)	PUNCT
ajbmeb-37	44	23	fraud	fraud	NOUN
ajbmeb-37	44	24	detection	detection	NOUN
ajbmeb-37	44	25	(	(	PUNCT
ajbmeb-37	44	26	fdt	fdt	NOUN
ajbmeb-37	44	27	)	)	PUNCT
ajbmeb-37	44	28	american	american	ADJ
ajbmeb-37	44	29	journal	journal	PROPN
ajbmeb-37	44	30	of	of	ADP
ajbmeb-37	44	31	business	business	NOUN
ajbmeb-37	44	32	management	management	NOUN
ajbmeb-37	44	33	,	,	PUNCT
ajbmeb-37	44	34	economics	economic	NOUN
ajbmeb-37	44	35	and	and	CCONJ
ajbmeb-37	44	36	banking	banking	NOUN
ajbmeb-37	44	37	volume	volume	NOUN
ajbmeb-37	44	38	1	1	NUM
ajbmeb-37	44	39	,	,	PUNCT
ajbmeb-37	44	40	june	june	PROPN
ajbmeb-37	44	41	,	,	PUNCT
ajbmeb-37	44	42	2022	2022	NUM
ajbmeb-37	44	43	p	p	NOUN
ajbmeb-37	44	44	a	a	DET
ajbmeb-37	44	45	g	g	NOUN
ajbmeb-37	44	46	e	e	NOUN
ajbmeb-37	44	47	|	|	ADV
ajbmeb-37	44	48	58	58	NUM
ajbmeb-37	44	49	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	44	50	bayesian	bayesian	NOUN
ajbmeb-37	44	51	model	model	NOUN
ajbmeb-37	44	52	provides	provide	VERB
ajbmeb-37	44	53	objective	objective	ADJ
ajbmeb-37	44	54	and	and	CCONJ
ajbmeb-37	44	55	rational	rational	ADJ
ajbmeb-37	44	56	probability	probability	NOUN
ajbmeb-37	44	57	to	to	ADP
ajbmeb-37	44	58	auditor	auditor	NOUN
ajbmeb-37	44	59	and	and	CCONJ
ajbmeb-37	44	60	help	help	VERB
ajbmeb-37	44	61	them	they	PRON
ajbmeb-37	44	62	to	to	PART
ajbmeb-37	44	63	make	make	VERB
ajbmeb-37	44	64	more	more	ADV
ajbmeb-37	44	65	accurate	accurate	ADJ
ajbmeb-37	44	66	assessment	assessment	NOUN
ajbmeb-37	44	67	,	,	PUNCT
ajbmeb-37	44	68	as	as	ADV
ajbmeb-37	44	69	well	well	ADV
ajbmeb-37	44	70	as	as	ADP
ajbmeb-37	44	71	reducing	reduce	VERB
ajbmeb-37	44	72	the	the	DET
ajbmeb-37	44	73	misjudgment	misjudgment	NOUN
ajbmeb-37	44	74	caused	cause	VERB
ajbmeb-37	44	75	by	by	ADP
ajbmeb-37	44	76	auditor	auditor	NOUN
ajbmeb-37	44	77	’s	’s	PART
ajbmeb-37	44	78	personal	personal	ADJ
ajbmeb-37	44	79	emotion	emotion	NOUN
ajbmeb-37	44	80	[	[	X
ajbmeb-37	44	81	5	5	NUM
ajbmeb-37	44	82	]	]	PUNCT
ajbmeb-37	44	83	.	.	PUNCT
ajbmeb-37	45	1	in	in	ADP
ajbmeb-37	45	2	the	the	DET
ajbmeb-37	45	3	initial	initial	ADJ
ajbmeb-37	45	4	stage	stage	NOUN
ajbmeb-37	45	5	of	of	ADP
ajbmeb-37	45	6	cooperation	cooperation	NOUN
ajbmeb-37	45	7	between	between	ADP
ajbmeb-37	45	8	artificial	artificial	ADJ
ajbmeb-37	45	9	intelligence	intelligence	NOUN
ajbmeb-37	45	10	and	and	CCONJ
ajbmeb-37	45	11	financial	financial	ADJ
ajbmeb-37	45	12	industry	industry	NOUN
ajbmeb-37	45	13	,	,	PUNCT
ajbmeb-37	45	14	it	it	PRON
ajbmeb-37	45	15	focuses	focus	VERB
ajbmeb-37	45	16	on	on	ADP
ajbmeb-37	45	17	reducing	reduce	VERB
ajbmeb-37	45	18	the	the	DET
ajbmeb-37	45	19	workload	workload	NOUN
ajbmeb-37	45	20	of	of	ADP
ajbmeb-37	45	21	financial	financial	ADJ
ajbmeb-37	45	22	practitioners	practitioner	NOUN
ajbmeb-37	45	23	by	by	ADP
ajbmeb-37	45	24	computing	compute	VERB
ajbmeb-37	45	25	power	power	NOUN
ajbmeb-37	45	26	of	of	ADP
ajbmeb-37	45	27	computers	computer	NOUN
ajbmeb-37	45	28	.	.	PUNCT
ajbmeb-37	46	1	until	until	ADP
ajbmeb-37	46	2	1980s	1980s	NUM
ajbmeb-37	46	3	,	,	PUNCT
ajbmeb-37	46	4	expert	expert	NOUN
ajbmeb-37	46	5	system	system	NOUN
ajbmeb-37	46	6	(	(	PUNCT
ajbmeb-37	46	7	intelligence	intelligence	NOUN
ajbmeb-37	46	8	system	system	NOUN
ajbmeb-37	46	9	based	base	VERB
ajbmeb-37	46	10	on	on	ADP
ajbmeb-37	46	11	knowledge	knowledge	NOUN
ajbmeb-37	46	12	)	)	PUNCT
ajbmeb-37	46	13	is	be	AUX
ajbmeb-37	46	14	used	use	VERB
ajbmeb-37	46	15	in	in	ADP
ajbmeb-37	46	16	the	the	DET
ajbmeb-37	46	17	financial	financial	ADJ
ajbmeb-37	46	18	industry	industry	NOUN
ajbmeb-37	46	19	to	to	PART
ajbmeb-37	46	20	predict	predict	VERB
ajbmeb-37	46	21	the	the	DET
ajbmeb-37	46	22	trend	trend	NOUN
ajbmeb-37	46	23	of	of	ADP
ajbmeb-37	46	24	market	market	NOUN
ajbmeb-37	46	25	and	and	CCONJ
ajbmeb-37	46	26	provide	provide	VERB
ajbmeb-37	46	27	customize	customize	VERB
ajbmeb-37	46	28	financial	financial	ADJ
ajbmeb-37	46	29	plan	plan	NOUN
ajbmeb-37	46	30	.	.	PUNCT
ajbmeb-37	47	1	a	a	DET
ajbmeb-37	47	2	basic	basic	ADJ
ajbmeb-37	47	3	expert	expert	NOUN
ajbmeb-37	47	4	system	system	NOUN
ajbmeb-37	47	5	includes	include	VERB
ajbmeb-37	47	6	six	six	NUM
ajbmeb-37	47	7	components	component	NOUN
ajbmeb-37	47	8	,	,	PUNCT
ajbmeb-37	47	9	which	which	PRON
ajbmeb-37	47	10	are	be	AUX
ajbmeb-37	47	11	knowledge	knowledge	NOUN
ajbmeb-37	47	12	base	base	NOUN
ajbmeb-37	47	13	,	,	PUNCT
ajbmeb-37	47	14	data	datum	NOUN
ajbmeb-37	47	15	base	base	NOUN
ajbmeb-37	47	16	,	,	PUNCT
ajbmeb-37	47	17	inference	inference	NOUN
ajbmeb-37	47	18	engine	engine	NOUN
ajbmeb-37	47	19	,	,	PUNCT
ajbmeb-37	47	20	explanation	explanation	NOUN
ajbmeb-37	47	21	facility	facility	NOUN
ajbmeb-37	47	22	,	,	PUNCT
ajbmeb-37	47	23	knowledge	knowledge	NOUN
ajbmeb-37	47	24	acquisition	acquisition	NOUN
ajbmeb-37	47	25	and	and	CCONJ
ajbmeb-37	47	26	user	user	NOUN
ajbmeb-37	47	27	interface	interface	NOUN
ajbmeb-37	47	28	,	,	PUNCT
ajbmeb-37	47	29	as	as	SCONJ
ajbmeb-37	47	30	figure	figure	NOUN
ajbmeb-37	47	31	1	1	NUM
ajbmeb-37	47	32	shown	show	VERB
ajbmeb-37	47	33	.	.	PUNCT
ajbmeb-37	48	1	hodgkinson	hodgkinson	PROPN
ajbmeb-37	48	2	and	and	CCONJ
ajbmeb-37	48	3	walker	walker	PROPN
ajbmeb-37	49	1	[	[	X
ajbmeb-37	49	2	7	7	X
ajbmeb-37	49	3	]	]	PUNCT
ajbmeb-37	49	4	raised	raise	VERB
ajbmeb-37	49	5	a	a	DET
ajbmeb-37	49	6	rule	rule	NOUN
ajbmeb-37	49	7	-	-	PUNCT
ajbmeb-37	49	8	based	base	VERB
ajbmeb-37	49	9	expert	expert	NOUN
ajbmeb-37	49	10	system	system	NOUN
ajbmeb-37	49	11	to	to	PART
ajbmeb-37	49	12	achieve	achieve	VERB
ajbmeb-37	49	13	decision	decision	NOUN
ajbmeb-37	49	14	-	-	PUNCT
ajbmeb-37	49	15	making	make	VERB
ajbmeb-37	49	16	process	process	NOUN
ajbmeb-37	49	17	,	,	PUNCT
ajbmeb-37	49	18	which	which	PRON
ajbmeb-37	49	19	helps	help	VERB
ajbmeb-37	49	20	financial	financial	ADJ
ajbmeb-37	49	21	intuitions	intuition	NOUN
ajbmeb-37	49	22	to	to	PART
ajbmeb-37	49	23	make	make	VERB
ajbmeb-37	49	24	decision	decision	NOUN
ajbmeb-37	49	25	on	on	ADP
ajbmeb-37	49	26	credit	credit	NOUN
ajbmeb-37	49	27	application	application	NOUN
ajbmeb-37	49	28	of	of	ADP
ajbmeb-37	49	29	cooperate	cooperate	NOUN
ajbmeb-37	49	30	credit	credit	NOUN
ajbmeb-37	49	31	loan	loan	NOUN
ajbmeb-37	49	32	.	.	PUNCT
ajbmeb-37	50	1	shue	shue	PROPN
ajbmeb-37	50	2	et	et	PROPN
ajbmeb-37	50	3	al	al	PROPN
ajbmeb-37	50	4	.	.	PUNCT
ajbmeb-37	51	1	[	[	X
ajbmeb-37	51	2	8	8	NUM
ajbmeb-37	51	3	]	]	PUNCT
ajbmeb-37	51	4	establish	establish	VERB
ajbmeb-37	51	5	expert	expert	NOUN
ajbmeb-37	51	6	system	system	NOUN
ajbmeb-37	51	7	contains	contain	VERB
ajbmeb-37	51	8	domain	domain	NOUN
ajbmeb-37	51	9	knowledge	knowledge	NOUN
ajbmeb-37	51	10	base	base	NOUN
ajbmeb-37	51	11	and	and	CCONJ
ajbmeb-37	51	12	operational	operational	ADJ
ajbmeb-37	51	13	knowledge	knowledge	NOUN
ajbmeb-37	51	14	base	base	NOUN
ajbmeb-37	51	15	,	,	PUNCT
ajbmeb-37	51	16	to	to	ADP
ajbmeb-37	51	17	credit	credit	NOUN
ajbmeb-37	51	18	ranking	ranking	NOUN
ajbmeb-37	51	19	of	of	ADP
ajbmeb-37	51	20	listed	list	VERB
ajbmeb-37	51	21	companies	company	NOUN
ajbmeb-37	51	22	in	in	ADP
ajbmeb-37	51	23	taiwan	taiwan	PROPN
ajbmeb-37	51	24	stock	stock	NOUN
ajbmeb-37	51	25	market	market	NOUN
ajbmeb-37	51	26	.	.	PUNCT
ajbmeb-37	52	1	janulevicius	janulevicius	PROPN
ajbmeb-37	52	2	and	and	CCONJ
ajbmeb-37	52	3	goranin	goranin	VERB
ajbmeb-37	52	4	[	[	X
ajbmeb-37	52	5	9	9	NUM
ajbmeb-37	52	6	]	]	PUNCT
ajbmeb-37	52	7	built	build	VERB
ajbmeb-37	52	8	up	up	ADP
ajbmeb-37	52	9	a	a	DET
ajbmeb-37	52	10	risk	risk	NOUN
ajbmeb-37	52	11	management	management	NOUN
ajbmeb-37	52	12	expert	expert	NOUN
ajbmeb-37	52	13	system	system	NOUN
ajbmeb-37	52	14	to	to	PART
ajbmeb-37	52	15	help	help	VERB
ajbmeb-37	52	16	middle	middle	ADJ
ajbmeb-37	52	17	and	and	CCONJ
ajbmeb-37	52	18	small	small	ADJ
ajbmeb-37	52	19	-	-	PUNCT
ajbmeb-37	52	20	sized	sized	ADJ
ajbmeb-37	52	21	enterprise	enterprise	NOUN
ajbmeb-37	52	22	to	to	PART
ajbmeb-37	52	23	solve	solve	VERB
ajbmeb-37	52	24	the	the	DET
ajbmeb-37	52	25	problem	problem	NOUN
ajbmeb-37	52	26	of	of	ADP
ajbmeb-37	52	27	lack	lack	NOUN
ajbmeb-37	52	28	of	of	ADP
ajbmeb-37	52	29	access	access	NOUN
ajbmeb-37	52	30	to	to	ADP
ajbmeb-37	52	31	professional	professional	ADJ
ajbmeb-37	52	32	data	datum	NOUN
ajbmeb-37	52	33	security	security	NOUN
ajbmeb-37	52	34	analysis	analysis	NOUN
ajbmeb-37	52	35	due	due	ADJ
ajbmeb-37	52	36	to	to	ADP
ajbmeb-37	52	37	limited	limited	ADJ
ajbmeb-37	52	38	fund	fund	NOUN
ajbmeb-37	52	39	.	.	PUNCT
ajbmeb-37	53	1	figure	figure	VERB
ajbmeb-37	53	2	4	4	NUM
ajbmeb-37	53	3	.	.	PUNCT
ajbmeb-37	54	1	levels	level	NOUN
ajbmeb-37	54	2	of	of	ADP
ajbmeb-37	54	3	expert	expert	ADJ
ajbmeb-37	54	4	system	system	NOUN
ajbmeb-37	54	5	in	in	ADP
ajbmeb-37	54	6	1990s	1990s	NUM
ajbmeb-37	54	7	,	,	PUNCT
ajbmeb-37	54	8	due	due	ADP
ajbmeb-37	54	9	to	to	ADP
ajbmeb-37	54	10	improved	improve	VERB
ajbmeb-37	54	11	computing	computing	NOUN
ajbmeb-37	54	12	power	power	NOUN
ajbmeb-37	54	13	of	of	ADP
ajbmeb-37	54	14	computer	computer	NOUN
ajbmeb-37	54	15	,	,	PUNCT
ajbmeb-37	54	16	a	a	DET
ajbmeb-37	54	17	series	series	NOUN
ajbmeb-37	54	18	of	of	ADP
ajbmeb-37	54	19	artificial	artificial	ADJ
ajbmeb-37	54	20	technologies	technology	NOUN
ajbmeb-37	54	21	are	be	AUX
ajbmeb-37	54	22	used	use	VERB
ajbmeb-37	54	23	in	in	ADP
ajbmeb-37	54	24	financial	financial	ADJ
ajbmeb-37	54	25	fraud	fraud	NOUN
ajbmeb-37	54	26	detection	detection	NOUN
ajbmeb-37	54	27	.	.	PUNCT
ajbmeb-37	55	1	artificial	artificial	ADJ
ajbmeb-37	55	2	intelligence	intelligence	NOUN
ajbmeb-37	55	3	trying	try	VERB
ajbmeb-37	55	4	to	to	PART
ajbmeb-37	55	5	analyze	analyze	VERB
ajbmeb-37	55	6	massive	massive	ADJ
ajbmeb-37	55	7	amount	amount	NOUN
ajbmeb-37	55	8	of	of	ADP
ajbmeb-37	55	9	data	datum	NOUN
ajbmeb-37	55	10	and	and	CCONJ
ajbmeb-37	55	11	find	find	VERB
ajbmeb-37	55	12	out	out	ADP
ajbmeb-37	55	13	the	the	DET
ajbmeb-37	55	14	outlier	outlier	NOUN
ajbmeb-37	55	15	to	to	PART
ajbmeb-37	55	16	determine	determine	VERB
ajbmeb-37	55	17	financial	financial	ADJ
ajbmeb-37	55	18	fraud	fraud	NOUN
ajbmeb-37	55	19	.	.	PUNCT
ajbmeb-37	56	1	[	[	X
ajbmeb-37	56	2	10	10	NUM
ajbmeb-37	56	3	]	]	PUNCT
ajbmeb-37	56	4	as	as	ADP
ajbmeb-37	56	5	the	the	DET
ajbmeb-37	56	6	increasing	increase	VERB
ajbmeb-37	56	7	computing	compute	VERB
ajbmeb-37	56	8	power	power	NOUN
ajbmeb-37	56	9	of	of	ADP
ajbmeb-37	56	10	computer	computer	NOUN
ajbmeb-37	56	11	and	and	CCONJ
ajbmeb-37	56	12	continuous	continuous	ADJ
ajbmeb-37	56	13	improvement	improvement	NOUN
ajbmeb-37	56	14	of	of	ADP
ajbmeb-37	56	15	artificial	artificial	ADJ
ajbmeb-37	56	16	intelligence	intelligence	NOUN
ajbmeb-37	56	17	algorithm	algorithm	NOUN
ajbmeb-37	56	18	,	,	PUNCT
ajbmeb-37	56	19	the	the	DET
ajbmeb-37	56	20	integration	integration	NOUN
ajbmeb-37	56	21	of	of	ADP
ajbmeb-37	56	22	artificial	artificial	ADJ
ajbmeb-37	56	23	intelligence	intelligence	NOUN
ajbmeb-37	56	24	and	and	CCONJ
ajbmeb-37	56	25	financial	financial	ADJ
ajbmeb-37	56	26	industry	industry	NOUN
ajbmeb-37	56	27	will	will	AUX
ajbmeb-37	56	28	be	be	AUX
ajbmeb-37	56	29	higher	high	ADJ
ajbmeb-37	56	30	and	and	CCONJ
ajbmeb-37	56	31	higher	high	ADJ
ajbmeb-37	56	32	,	,	PUNCT
ajbmeb-37	56	33	and	and	CCONJ
ajbmeb-37	56	34	it	it	PRON
ajbmeb-37	56	35	will	will	AUX
ajbmeb-37	56	36	also	also	ADV
ajbmeb-37	56	37	be	be	AUX
ajbmeb-37	56	38	applied	apply	VERB
ajbmeb-37	56	39	to	to	ADP
ajbmeb-37	56	40	more	more	ADJ
ajbmeb-37	56	41	aspects	aspect	NOUN
ajbmeb-37	56	42	in	in	ADP
ajbmeb-37	56	43	financial	financial	ADJ
ajbmeb-37	56	44	field	field	NOUN
ajbmeb-37	56	45	.	.	PUNCT
ajbmeb-37	57	1	2.2	2.2	NUM
ajbmeb-37	57	2	application	application	NOUN
ajbmeb-37	57	3	of	of	ADP
ajbmeb-37	57	4	artificial	artificial	ADJ
ajbmeb-37	57	5	intelligence	intelligence	NOUN
ajbmeb-37	57	6	in	in	ADP
ajbmeb-37	57	7	financial	financial	ADJ
ajbmeb-37	57	8	field	field	NOUN
ajbmeb-37	57	9	the	the	DET
ajbmeb-37	57	10	application	application	NOUN
ajbmeb-37	57	11	of	of	ADP
ajbmeb-37	57	12	artificial	artificial	ADJ
ajbmeb-37	57	13	intelligence	intelligence	NOUN
ajbmeb-37	57	14	and	and	CCONJ
ajbmeb-37	57	15	machine	machine	NOUN
ajbmeb-37	57	16	learning	learning	NOUN
ajbmeb-37	57	17	in	in	ADP
ajbmeb-37	57	18	financial	financial	ADJ
ajbmeb-37	57	19	field	field	NOUN
ajbmeb-37	57	20	can	can	AUX
ajbmeb-37	57	21	be	be	AUX
ajbmeb-37	57	22	divide	divide	ADJ
ajbmeb-37	57	23	into	into	ADP
ajbmeb-37	57	24	four	four	NUM
ajbmeb-37	57	25	aspects	aspect	NOUN
ajbmeb-37	57	26	.	.	PUNCT
ajbmeb-37	58	1	firstly	firstly	ADV
ajbmeb-37	58	2	,	,	PUNCT
ajbmeb-37	58	3	it	it	PRON
ajbmeb-37	58	4	is	be	AUX
ajbmeb-37	58	5	customer	customer	NOUN
ajbmeb-37	58	6	-	-	PUNCT
ajbmeb-37	58	7	oriented	orient	VERB
ajbmeb-37	58	8	(	(	PUNCT
ajbmeb-37	58	9	front	front	ADJ
ajbmeb-37	58	10	-	-	PUNCT
ajbmeb-37	58	11	end	end	NOUN
ajbmeb-37	58	12	)	)	PUNCT
ajbmeb-37	58	13	applications	application	NOUN
ajbmeb-37	58	14	,	,	PUNCT
ajbmeb-37	58	15	including	include	VERB
ajbmeb-37	58	16	credit	credit	NOUN
ajbmeb-37	58	17	scoring	scoring	NOUN
ajbmeb-37	58	18	,	,	PUNCT
ajbmeb-37	58	19	insurance	insurance	NOUN
ajbmeb-37	58	20	and	and	CCONJ
ajbmeb-37	58	21	customer	customer	NOUN
ajbmeb-37	58	22	-	-	PUNCT
ajbmeb-37	58	23	oriented	orient	VERB
ajbmeb-37	58	24	service	service	NOUN
ajbmeb-37	58	25	robot	robot	NOUN
ajbmeb-37	58	26	;	;	PUNCT
ajbmeb-37	58	27	secondly	secondly	ADV
ajbmeb-37	58	28	,	,	PUNCT
ajbmeb-37	58	29	management	management	NOUN
ajbmeb-37	58	30	level	level	NOUN
ajbmeb-37	58	31	(	(	PUNCT
ajbmeb-37	58	32	back	back	NOUN
ajbmeb-37	58	33	-	-	PUNCT
ajbmeb-37	58	34	end	end	NOUN
ajbmeb-37	58	35	)	)	PUNCT
ajbmeb-37	58	36	applications	application	NOUN
ajbmeb-37	58	37	,	,	PUNCT
ajbmeb-37	58	38	including	include	VERB
ajbmeb-37	58	39	capital	capital	NOUN
ajbmeb-37	58	40	optimization	optimization	NOUN
ajbmeb-37	58	41	,	,	PUNCT
ajbmeb-37	58	42	risk	risk	NOUN
ajbmeb-37	58	43	management	management	NOUN
ajbmeb-37	58	44	and	and	CCONJ
ajbmeb-37	58	45	market	market	NOUN
ajbmeb-37	58	46	impact	impact	NOUN
ajbmeb-37	58	47	analysis	analysis	NOUN
ajbmeb-37	58	48	;	;	PUNCT
ajbmeb-37	58	49	thirdly	thirdly	ADV
ajbmeb-37	58	50	,	,	PUNCT
ajbmeb-37	58	51	financial	financial	ADJ
ajbmeb-37	58	52	market	market	NOUN
ajbmeb-37	58	53	transactions	transaction	NOUN
ajbmeb-37	58	54	and	and	CCONJ
ajbmeb-37	58	55	portfolio	portfolio	NOUN
ajbmeb-37	58	56	management	management	NOUN
ajbmeb-37	58	57	;	;	PUNCT
ajbmeb-37	58	58	lastly	lastly	ADV
ajbmeb-37	58	59	,	,	PUNCT
ajbmeb-37	58	60	ai	ai	VERB
ajbmeb-37	58	61	and	and	CCONJ
ajbmeb-37	58	62	machine	machine	NOUN
ajbmeb-37	58	63	learning	learning	NOUN
ajbmeb-37	58	64	are	be	AUX
ajbmeb-37	58	65	used	use	VERB
ajbmeb-37	58	66	in	in	ADP
ajbmeb-37	58	67	financial	financial	ADJ
ajbmeb-37	58	68	institutions	institution	NOUN
ajbmeb-37	58	69	for	for	ADP
ajbmeb-37	58	70	“	"	PUNCT
ajbmeb-37	58	71	regtech	regtech	PROPN
ajbmeb-37	58	72	”	"	PUNCT
ajbmeb-37	58	73	or	or	CCONJ
ajbmeb-37	58	74	financial	financial	ADJ
ajbmeb-37	58	75	regulators	regulator	NOUN
ajbmeb-37	58	76	for	for	ADP
ajbmeb-37	58	77	“	"	PUNCT
ajbmeb-37	58	78	suptech	suptech	NOUN
ajbmeb-37	58	79	”	"	PUNCT
ajbmeb-37	58	80	.	.	PUNCT
ajbmeb-37	59	1	in	in	ADP
ajbmeb-37	59	2	addition	addition	NOUN
ajbmeb-37	59	3	,	,	PUNCT
ajbmeb-37	59	4	ai	ai	VERB
ajbmeb-37	59	5	and	and	CCONJ
ajbmeb-37	59	6	machine	machine	NOUN
ajbmeb-37	59	7	learning	learning	NOUN
ajbmeb-37	59	8	are	be	AUX
ajbmeb-37	59	9	widely	widely	ADV
ajbmeb-37	59	10	used	use	VERB
ajbmeb-37	59	11	in	in	ADP
ajbmeb-37	59	12	specific	specific	ADJ
ajbmeb-37	59	13	scenarios	scenario	NOUN
ajbmeb-37	59	14	such	such	ADJ
ajbmeb-37	59	15	as	as	ADP
ajbmeb-37	59	16	quantitative	quantitative	ADJ
ajbmeb-37	59	17	transactions	transaction	NOUN
ajbmeb-37	59	18	in	in	ADP
ajbmeb-37	59	19	the	the	DET
ajbmeb-37	59	20	financial	financial	ADJ
ajbmeb-37	59	21	field	field	NOUN
ajbmeb-37	59	22	,	,	PUNCT
ajbmeb-37	59	23	natural	natural	ADJ
ajbmeb-37	59	24	language	language	NOUN
ajbmeb-37	59	25	processing	processing	NOUN
ajbmeb-37	59	26	,	,	PUNCT
ajbmeb-37	59	27	and	and	CCONJ
ajbmeb-37	59	28	semantic	semantic	ADJ
ajbmeb-37	59	29	search	search	NOUN
ajbmeb-37	59	30	and	and	CCONJ
ajbmeb-37	59	31	intelligence	intelligence	NOUN
ajbmeb-37	59	32	investment	investment	NOUN
ajbmeb-37	59	33	consultants	consultant	NOUN
ajbmeb-37	59	34	.	.	PUNCT
ajbmeb-37	60	1	american	american	PROPN
ajbmeb-37	60	2	journal	journal	PROPN
ajbmeb-37	60	3	of	of	ADP
ajbmeb-37	60	4	business	business	NOUN
ajbmeb-37	60	5	management	management	NOUN
ajbmeb-37	60	6	,	,	PUNCT
ajbmeb-37	60	7	economics	economic	NOUN
ajbmeb-37	60	8	and	and	CCONJ
ajbmeb-37	60	9	banking	banking	NOUN
ajbmeb-37	60	10	volume	volume	NOUN
ajbmeb-37	60	11	1	1	NUM
ajbmeb-37	60	12	,	,	PUNCT
ajbmeb-37	60	13	june	june	PROPN
ajbmeb-37	60	14	,	,	PUNCT
ajbmeb-37	60	15	2022	2022	NUM
ajbmeb-37	60	16	p	p	NOUN
ajbmeb-37	60	17	a	a	PRON
ajbmeb-37	60	18	g	g	NOUN
ajbmeb-37	60	19	e	e	NOUN
ajbmeb-37	60	20	|	|	NOUN
ajbmeb-37	60	21	59	59	NUM
ajbmeb-37	60	22	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	60	23	“	"	PUNCT
ajbmeb-37	60	24	artificial	artificial	ADJ
ajbmeb-37	60	25	intelligence	intelligence	NOUN
ajbmeb-37	60	26	(	(	PUNCT
ajbmeb-37	60	27	ai	ai	NOUN
ajbmeb-37	60	28	)	)	PUNCT
ajbmeb-37	60	29	systems	system	NOUN
ajbmeb-37	60	30	are	be	AUX
ajbmeb-37	60	31	software	software	NOUN
ajbmeb-37	60	32	(	(	PUNCT
ajbmeb-37	60	33	and	and	CCONJ
ajbmeb-37	60	34	possibly	possibly	ADV
ajbmeb-37	60	35	also	also	ADV
ajbmeb-37	60	36	hardware	hardware	NOUN
ajbmeb-37	60	37	)	)	PUNCT
ajbmeb-37	60	38	systems	system	NOUN
ajbmeb-37	60	39	designed	design	VERB
ajbmeb-37	60	40	by	by	ADP
ajbmeb-37	60	41	humans	human	NOUN
ajbmeb-37	60	42	that	that	PRON
ajbmeb-37	60	43	,	,	PUNCT
ajbmeb-37	60	44	given	give	VERB
ajbmeb-37	60	45	a	a	DET
ajbmeb-37	60	46	complex	complex	ADJ
ajbmeb-37	60	47	goal	goal	NOUN
ajbmeb-37	60	48	,	,	PUNCT
ajbmeb-37	60	49	act	act	VERB
ajbmeb-37	60	50	in	in	ADP
ajbmeb-37	60	51	the	the	DET
ajbmeb-37	60	52	physical	physical	ADJ
ajbmeb-37	60	53	or	or	CCONJ
ajbmeb-37	60	54	digital	digital	ADJ
ajbmeb-37	60	55	dimension	dimension	NOUN
ajbmeb-37	60	56	by	by	ADP
ajbmeb-37	60	57	perceiving	perceive	VERB
ajbmeb-37	60	58	their	their	PRON
ajbmeb-37	60	59	environment	environment	NOUN
ajbmeb-37	60	60	through	through	ADP
ajbmeb-37	60	61	data	datum	NOUN
ajbmeb-37	60	62	acquisition	acquisition	NOUN
ajbmeb-37	60	63	,	,	PUNCT
ajbmeb-37	60	64	interpreting	interpret	VERB
ajbmeb-37	60	65	the	the	DET
ajbmeb-37	60	66	collected	collect	VERB
ajbmeb-37	60	67	structured	structure	VERB
ajbmeb-37	60	68	or	or	CCONJ
ajbmeb-37	60	69	unstructured	unstructured	ADJ
ajbmeb-37	60	70	data	datum	NOUN
ajbmeb-37	60	71	,	,	PUNCT
ajbmeb-37	60	72	reasoning	reason	VERB
ajbmeb-37	60	73	on	on	ADP
ajbmeb-37	60	74	the	the	DET
ajbmeb-37	60	75	knowledge	knowledge	NOUN
ajbmeb-37	60	76	,	,	PUNCT
ajbmeb-37	60	77	or	or	CCONJ
ajbmeb-37	60	78	processing	process	VERB
ajbmeb-37	60	79	the	the	DET
ajbmeb-37	60	80	information	information	NOUN
ajbmeb-37	60	81	,	,	PUNCT
ajbmeb-37	60	82	derived	derive	VERB
ajbmeb-37	60	83	from	from	ADP
ajbmeb-37	60	84	this	this	DET
ajbmeb-37	60	85	data	datum	NOUN
ajbmeb-37	60	86	and	and	CCONJ
ajbmeb-37	60	87	deciding	decide	VERB
ajbmeb-37	60	88	the	the	DET
ajbmeb-37	60	89	best	good	ADJ
ajbmeb-37	60	90	action(s	action(s	NOUN
ajbmeb-37	60	91	)	)	PUNCT
ajbmeb-37	60	92	to	to	PART
ajbmeb-37	60	93	take	take	VERB
ajbmeb-37	60	94	to	to	PART
ajbmeb-37	60	95	achieve	achieve	VERB
ajbmeb-37	60	96	the	the	DET
ajbmeb-37	60	97	given	give	VERB
ajbmeb-37	60	98	goal	goal	NOUN
ajbmeb-37	60	99	.	.	PUNCT
ajbmeb-37	61	1	ai	ai	AUX
ajbmeb-37	61	2	systems	system	NOUN
ajbmeb-37	61	3	can	can	AUX
ajbmeb-37	61	4	either	either	CCONJ
ajbmeb-37	61	5	use	use	VERB
ajbmeb-37	61	6	symbolic	symbolic	ADJ
ajbmeb-37	61	7	rules	rule	NOUN
ajbmeb-37	61	8	or	or	CCONJ
ajbmeb-37	61	9	learn	learn	VERB
ajbmeb-37	61	10	a	a	DET
ajbmeb-37	61	11	numeric	numeric	ADJ
ajbmeb-37	61	12	model	model	NOUN
ajbmeb-37	61	13	,	,	PUNCT
ajbmeb-37	61	14	and	and	CCONJ
ajbmeb-37	61	15	they	they	PRON
ajbmeb-37	61	16	can	can	AUX
ajbmeb-37	61	17	also	also	ADV
ajbmeb-37	61	18	adapt	adapt	VERB
ajbmeb-37	61	19	their	their	PRON
ajbmeb-37	61	20	behavior	behavior	NOUN
ajbmeb-37	61	21	by	by	ADP
ajbmeb-37	61	22	analyzing	analyze	VERB
ajbmeb-37	61	23	how	how	SCONJ
ajbmeb-37	61	24	the	the	DET
ajbmeb-37	61	25	environment	environment	NOUN
ajbmeb-37	61	26	is	be	AUX
ajbmeb-37	61	27	affected	affect	VERB
ajbmeb-37	61	28	by	by	ADP
ajbmeb-37	61	29	their	their	PRON
ajbmeb-37	61	30	previous	previous	ADJ
ajbmeb-37	61	31	actions	action	NOUN
ajbmeb-37	61	32	.	.	PUNCT
ajbmeb-37	62	1	as	as	ADP
ajbmeb-37	62	2	a	a	DET
ajbmeb-37	62	3	scientific	scientific	ADJ
ajbmeb-37	62	4	discipline	discipline	NOUN
ajbmeb-37	62	5	,	,	PUNCT
ajbmeb-37	62	6	ai	ai	AUX
ajbmeb-37	62	7	includes	include	VERB
ajbmeb-37	62	8	several	several	ADJ
ajbmeb-37	62	9	approaches	approach	NOUN
ajbmeb-37	62	10	and	and	CCONJ
ajbmeb-37	62	11	techniques	technique	NOUN
ajbmeb-37	62	12	,	,	PUNCT
ajbmeb-37	62	13	such	such	ADJ
ajbmeb-37	62	14	as	as	ADP
ajbmeb-37	62	15	machine	machine	NOUN
ajbmeb-37	62	16	learning	learning	NOUN
ajbmeb-37	62	17	(	(	PUNCT
ajbmeb-37	62	18	of	of	ADP
ajbmeb-37	62	19	which	which	PRON
ajbmeb-37	62	20	deep	deep	ADJ
ajbmeb-37	62	21	learning	learning	NOUN
ajbmeb-37	62	22	and	and	CCONJ
ajbmeb-37	62	23	reinforcement	reinforcement	NOUN
ajbmeb-37	62	24	learning	learning	NOUN
ajbmeb-37	62	25	are	be	AUX
ajbmeb-37	62	26	specific	specific	ADJ
ajbmeb-37	62	27	examples	example	NOUN
ajbmeb-37	62	28	)	)	PUNCT
ajbmeb-37	62	29	,	,	PUNCT
ajbmeb-37	62	30	machine	machine	NOUN
ajbmeb-37	62	31	reasoning	reasoning	NOUN
ajbmeb-37	62	32	(	(	PUNCT
ajbmeb-37	62	33	which	which	PRON
ajbmeb-37	62	34	includes	include	VERB
ajbmeb-37	62	35	planning	planning	NOUN
ajbmeb-37	62	36	,	,	PUNCT
ajbmeb-37	62	37	scheduling	scheduling	NOUN
ajbmeb-37	62	38	,	,	PUNCT
ajbmeb-37	62	39	knowledge	knowledge	NOUN
ajbmeb-37	62	40	representation	representation	NOUN
ajbmeb-37	62	41	and	and	CCONJ
ajbmeb-37	62	42	reasoning	reasoning	NOUN
ajbmeb-37	62	43	,	,	PUNCT
ajbmeb-37	62	44	search	search	NOUN
ajbmeb-37	62	45	,	,	PUNCT
ajbmeb-37	62	46	and	and	CCONJ
ajbmeb-37	62	47	optimization	optimization	NOUN
ajbmeb-37	62	48	)	)	PUNCT
ajbmeb-37	62	49	,	,	PUNCT
ajbmeb-37	62	50	and	and	CCONJ
ajbmeb-37	62	51	robotics	robotic	NOUN
ajbmeb-37	62	52	(	(	PUNCT
ajbmeb-37	62	53	which	which	PRON
ajbmeb-37	62	54	includes	include	VERB
ajbmeb-37	62	55	control	control	NOUN
ajbmeb-37	62	56	,	,	PUNCT
ajbmeb-37	62	57	perception	perception	NOUN
ajbmeb-37	62	58	,	,	PUNCT
ajbmeb-37	62	59	sensors	sensor	NOUN
ajbmeb-37	62	60	and	and	CCONJ
ajbmeb-37	62	61	actuators	actuator	NOUN
ajbmeb-37	62	62	,	,	PUNCT
ajbmeb-37	62	63	as	as	ADV
ajbmeb-37	62	64	well	well	ADV
ajbmeb-37	62	65	as	as	ADP
ajbmeb-37	62	66	the	the	DET
ajbmeb-37	62	67	integration	integration	NOUN
ajbmeb-37	62	68	of	of	ADP
ajbmeb-37	62	69	all	all	DET
ajbmeb-37	62	70	other	other	ADJ
ajbmeb-37	62	71	techniques	technique	NOUN
ajbmeb-37	62	72	into	into	ADP
ajbmeb-37	62	73	cyber	cyber	NOUN
ajbmeb-37	62	74	-	-	PUNCT
ajbmeb-37	62	75	physical	physical	ADJ
ajbmeb-37	62	76	systems	system	NOUN
ajbmeb-37	62	77	)	)	PUNCT
ajbmeb-37	62	78	.	.	PUNCT
ajbmeb-37	62	79	”	"	PUNCT
ajbmeb-37	62	80	figure	figure	NOUN
ajbmeb-37	62	81	5	5	NUM
ajbmeb-37	62	82	.	.	PUNCT
ajbmeb-37	62	83	growing	grow	VERB
ajbmeb-37	62	84	role	role	NOUN
ajbmeb-37	62	85	of	of	ADP
ajbmeb-37	62	86	ai	ai	VERB
ajbmeb-37	62	87	companies	company	NOUN
ajbmeb-37	62	88	in	in	ADP
ajbmeb-37	62	89	many	many	ADJ
ajbmeb-37	62	90	industries	industry	NOUN
ajbmeb-37	62	91	are	be	AUX
ajbmeb-37	62	92	now	now	ADV
ajbmeb-37	62	93	using	use	VERB
ajbmeb-37	62	94	ai	ai	VERB
ajbmeb-37	62	95	techniques	technique	NOUN
ajbmeb-37	62	96	to	to	PART
ajbmeb-37	62	97	exploit	exploit	VERB
ajbmeb-37	62	98	data	datum	NOUN
ajbmeb-37	62	99	and	and	CCONJ
ajbmeb-37	62	100	optimize	optimize	VERB
ajbmeb-37	62	101	business	business	NOUN
ajbmeb-37	62	102	and	and	CCONJ
ajbmeb-37	62	103	production	production	NOUN
ajbmeb-37	62	104	processes	process	NOUN
ajbmeb-37	62	105	.	.	PUNCT
ajbmeb-37	63	1	they	they	PRON
ajbmeb-37	63	2	process	process	VERB
ajbmeb-37	63	3	information	information	NOUN
ajbmeb-37	63	4	in	in	ADP
ajbmeb-37	63	5	more	more	ADJ
ajbmeb-37	63	6	productive	productive	ADJ
ajbmeb-37	63	7	ways	way	NOUN
ajbmeb-37	63	8	and	and	CCONJ
ajbmeb-37	63	9	create	create	VERB
ajbmeb-37	63	10	value	value	NOUN
ajbmeb-37	63	11	,	,	PUNCT
ajbmeb-37	63	12	with	with	ADP
ajbmeb-37	63	13	faster	fast	ADJ
ajbmeb-37	63	14	and	and	CCONJ
ajbmeb-37	63	15	more	more	ADV
ajbmeb-37	63	16	accurate	accurate	ADJ
ajbmeb-37	63	17	decisions	decision	NOUN
ajbmeb-37	63	18	,	,	PUNCT
ajbmeb-37	63	19	reduced	reduce	VERB
ajbmeb-37	63	20	operational	operational	ADJ
ajbmeb-37	63	21	costs	cost	NOUN
ajbmeb-37	63	22	and	and	CCONJ
ajbmeb-37	63	23	personalized	personalized	ADJ
ajbmeb-37	63	24	customer	customer	NOUN
ajbmeb-37	63	25	experiences	experience	NOUN
ajbmeb-37	63	26	.	.	PUNCT
ajbmeb-37	64	1	increasing	increase	VERB
ajbmeb-37	64	2	capacity	capacity	NOUN
ajbmeb-37	64	3	for	for	ADP
ajbmeb-37	64	4	data	data	NOUN
ajbmeb-37	64	5	storage	storage	NOUN
ajbmeb-37	64	6	and	and	CCONJ
ajbmeb-37	64	7	new	new	ADJ
ajbmeb-37	64	8	software	software	NOUN
ajbmeb-37	64	9	for	for	ADP
ajbmeb-37	64	10	data	data	NOUN
ajbmeb-37	64	11	-	-	PUNCT
ajbmeb-37	64	12	driven	drive	VERB
ajbmeb-37	64	13	ai	ai	NOUN
ajbmeb-37	64	14	solutions	solution	NOUN
ajbmeb-37	64	15	are	be	AUX
ajbmeb-37	64	16	yielding	yield	VERB
ajbmeb-37	64	17	paradigm	paradigm	NOUN
ajbmeb-37	64	18	changes	change	NOUN
ajbmeb-37	64	19	in	in	ADP
ajbmeb-37	64	20	the	the	DET
ajbmeb-37	64	21	analytic	analytic	ADJ
ajbmeb-37	64	22	environment	environment	NOUN
ajbmeb-37	64	23	.	.	PUNCT
ajbmeb-37	65	1	as	as	ADP
ajbmeb-37	65	2	a	a	DET
ajbmeb-37	65	3	result	result	NOUN
ajbmeb-37	65	4	,	,	PUNCT
ajbmeb-37	65	5	both	both	DET
ajbmeb-37	65	6	companies	company	NOUN
ajbmeb-37	65	7	and	and	CCONJ
ajbmeb-37	65	8	governments	government	NOUN
ajbmeb-37	65	9	have	have	AUX
ajbmeb-37	65	10	heavily	heavily	ADV
ajbmeb-37	65	11	increased	increase	VERB
ajbmeb-37	65	12	their	their	PRON
ajbmeb-37	65	13	investments	investment	NOUN
ajbmeb-37	65	14	,	,	PUNCT
ajbmeb-37	65	15	which	which	PRON
ajbmeb-37	65	16	are	be	AUX
ajbmeb-37	65	17	driving	drive	VERB
ajbmeb-37	65	18	today	today	NOUN
ajbmeb-37	65	19	’s	’s	PART
ajbmeb-37	65	20	boom	boom	NOUN
ajbmeb-37	65	21	and	and	CCONJ
ajbmeb-37	65	22	achievements	achievement	NOUN
ajbmeb-37	65	23	in	in	ADP
ajbmeb-37	65	24	ai	ai	NOUN
ajbmeb-37	65	25	.	.	PUNCT
ajbmeb-37	66	1	no	no	DET
ajbmeb-37	66	2	data	datum	NOUN
ajbmeb-37	66	3	,	,	PUNCT
ajbmeb-37	66	4	no	no	DET
ajbmeb-37	66	5	ai	ai	NOUN
ajbmeb-37	66	6	!	!	PUNCT
ajbmeb-37	67	1	the	the	DET
ajbmeb-37	67	2	very	very	ADV
ajbmeb-37	67	3	first	first	ADJ
ajbmeb-37	67	4	requirement	requirement	NOUN
ajbmeb-37	67	5	for	for	ADP
ajbmeb-37	67	6	a	a	DET
ajbmeb-37	67	7	successful	successful	ADJ
ajbmeb-37	67	8	ai	ai	NOUN
ajbmeb-37	67	9	solution	solution	NOUN
ajbmeb-37	67	10	is	be	AUX
ajbmeb-37	67	11	a	a	DET
ajbmeb-37	67	12	sufficient	sufficient	ADJ
ajbmeb-37	67	13	amount	amount	NOUN
ajbmeb-37	67	14	and	and	CCONJ
ajbmeb-37	67	15	quality	quality	NOUN
ajbmeb-37	67	16	of	of	ADP
ajbmeb-37	67	17	data	datum	NOUN
ajbmeb-37	67	18	.	.	PUNCT
ajbmeb-37	68	1	data	datum	NOUN
ajbmeb-37	68	2	can	can	AUX
ajbmeb-37	68	3	be	be	AUX
ajbmeb-37	68	4	a	a	DET
ajbmeb-37	68	5	text	text	NOUN
ajbmeb-37	68	6	,	,	PUNCT
ajbmeb-37	68	7	number	number	NOUN
ajbmeb-37	68	8	,	,	PUNCT
ajbmeb-37	68	9	image	image	NOUN
ajbmeb-37	68	10	,	,	PUNCT
ajbmeb-37	68	11	audio	audio	NOUN
ajbmeb-37	68	12	or	or	CCONJ
ajbmeb-37	68	13	video	video	NOUN
ajbmeb-37	68	14	.	.	PUNCT
ajbmeb-37	69	1	generally	generally	ADV
ajbmeb-37	69	2	speaking	speak	VERB
ajbmeb-37	69	3	,	,	PUNCT
ajbmeb-37	69	4	a	a	DET
ajbmeb-37	69	5	three	three	NUM
ajbmeb-37	69	6	-	-	ADJ
ajbmeb-37	69	7	fold	fold	ADJ
ajbmeb-37	69	8	data	datum	NOUN
ajbmeb-37	69	9	capacity	capacity	NOUN
ajbmeb-37	69	10	problem	problem	NOUN
ajbmeb-37	69	11	arises	arise	VERB
ajbmeb-37	69	12	for	for	ADP
ajbmeb-37	69	13	companies	company	NOUN
ajbmeb-37	69	14	:	:	PUNCT
ajbmeb-37	69	15	they	they	PRON
ajbmeb-37	69	16	have	have	VERB
ajbmeb-37	69	17	too	too	ADV
ajbmeb-37	69	18	much	much	ADJ
ajbmeb-37	69	19	data	datum	NOUN
ajbmeb-37	69	20	,	,	PUNCT
ajbmeb-37	69	21	too	too	ADV
ajbmeb-37	69	22	little	little	ADJ
ajbmeb-37	69	23	data	datum	NOUN
ajbmeb-37	69	24	or	or	CCONJ
ajbmeb-37	69	25	they	they	PRON
ajbmeb-37	69	26	have	have	AUX
ajbmeb-37	69	27	not	not	PART
ajbmeb-37	69	28	yet	yet	ADV
ajbmeb-37	69	29	collected	collect	VERB
ajbmeb-37	69	30	data	datum	NOUN
ajbmeb-37	69	31	.	.	PUNCT
ajbmeb-37	70	1	•	•	NUM
ajbmeb-37	70	2	variety	variety	NOUN
ajbmeb-37	70	3	and	and	CCONJ
ajbmeb-37	70	4	veracity	veracity	NOUN
ajbmeb-37	70	5	mostly	mostly	ADV
ajbmeb-37	70	6	inform	inform	VERB
ajbmeb-37	70	7	about	about	ADP
ajbmeb-37	70	8	the	the	DET
ajbmeb-37	70	9	quality	quality	NOUN
ajbmeb-37	70	10	of	of	ADP
ajbmeb-37	70	11	the	the	DET
ajbmeb-37	70	12	existing	exist	VERB
ajbmeb-37	70	13	data	datum	NOUN
ajbmeb-37	70	14	.	.	PUNCT
ajbmeb-37	71	1	•	•	NUM
ajbmeb-37	71	2	volume	volume	NOUN
ajbmeb-37	71	3	and	and	CCONJ
ajbmeb-37	71	4	velocity	velocity	NOUN
ajbmeb-37	71	5	determine	determine	NOUN
ajbmeb-37	71	6	which	which	DET
ajbmeb-37	71	7	data	datum	NOUN
ajbmeb-37	71	8	ecosystem	ecosystem	NOUN
ajbmeb-37	71	9	must	must	AUX
ajbmeb-37	71	10	be	be	AUX
ajbmeb-37	71	11	used	use	VERB
ajbmeb-37	71	12	in	in	ADP
ajbmeb-37	71	13	the	the	DET
ajbmeb-37	71	14	ai	ai	NOUN
ajbmeb-37	71	15	solution	solution	NOUN
ajbmeb-37	71	16	.	.	PUNCT
ajbmeb-37	72	1	the	the	DET
ajbmeb-37	72	2	ecosystem	ecosystem	NOUN
ajbmeb-37	72	3	is	be	AUX
ajbmeb-37	72	4	the	the	DET
ajbmeb-37	72	5	set	set	NOUN
ajbmeb-37	72	6	of	of	ADP
ajbmeb-37	72	7	infrastructure	infrastructure	NOUN
ajbmeb-37	72	8	,	,	PUNCT
ajbmeb-37	72	9	analytics	analytic	NOUN
ajbmeb-37	72	10	and	and	CCONJ
ajbmeb-37	72	11	applications	application	NOUN
ajbmeb-37	72	12	used	use	VERB
ajbmeb-37	72	13	to	to	PART
ajbmeb-37	72	14	capture	capture	VERB
ajbmeb-37	72	15	and	and	CCONJ
ajbmeb-37	72	16	analyses	analyse	VERB
ajbmeb-37	72	17	data	datum	NOUN
ajbmeb-37	72	18	.	.	PUNCT
ajbmeb-37	73	1	•	•	NUM
ajbmeb-37	73	2	velocity	velocity	NOUN
ajbmeb-37	73	3	and	and	CCONJ
ajbmeb-37	73	4	value	value	NOUN
ajbmeb-37	73	5	have	have	VERB
ajbmeb-37	73	6	role	role	NOUN
ajbmeb-37	73	7	in	in	ADP
ajbmeb-37	73	8	the	the	DET
ajbmeb-37	73	9	determination	determination	NOUN
ajbmeb-37	73	10	of	of	ADP
ajbmeb-37	73	11	algorithmic	algorithmic	ADJ
ajbmeb-37	73	12	components	component	NOUN
ajbmeb-37	73	13	of	of	ADP
ajbmeb-37	73	14	the	the	DET
ajbmeb-37	73	15	solution	solution	NOUN
ajbmeb-37	73	16	.	.	PUNCT
ajbmeb-37	74	1	•	•	NUM
ajbmeb-37	74	2	when	when	SCONJ
ajbmeb-37	74	3	the	the	DET
ajbmeb-37	74	4	organization	organization	NOUN
ajbmeb-37	74	5	has	have	VERB
ajbmeb-37	74	6	the	the	DET
ajbmeb-37	74	7	data	datum	NOUN
ajbmeb-37	74	8	,	,	PUNCT
ajbmeb-37	74	9	it	it	PRON
ajbmeb-37	74	10	must	must	AUX
ajbmeb-37	74	11	adapt	adapt	VERB
ajbmeb-37	74	12	its	its	PRON
ajbmeb-37	74	13	infrastructure	infrastructure	NOUN
ajbmeb-37	74	14	to	to	PART
ajbmeb-37	74	15	better	well	ADV
ajbmeb-37	74	16	explore	explore	VERB
ajbmeb-37	74	17	the	the	DET
ajbmeb-37	74	18	quantity	quantity	NOUN
ajbmeb-37	74	19	and	and	CCONJ
ajbmeb-37	74	20	quality	quality	NOUN
ajbmeb-37	74	21	of	of	ADP
ajbmeb-37	74	22	information	information	NOUN
ajbmeb-37	74	23	available	available	ADJ
ajbmeb-37	74	24	.	.	PUNCT
ajbmeb-37	75	1	the	the	DET
ajbmeb-37	75	2	base	base	NOUN
ajbmeb-37	75	3	of	of	ADP
ajbmeb-37	75	4	the	the	DET
ajbmeb-37	75	5	software	software	NOUN
ajbmeb-37	75	6	cost	cost	NOUN
ajbmeb-37	75	7	estimation	estimation	NOUN
ajbmeb-37	75	8	was	be	AUX
ajbmeb-37	75	9	established	establish	VERB
ajbmeb-37	75	10	by	by	ADP
ajbmeb-37	75	11	lawrence	lawrence	PROPN
ajbmeb-37	75	12	h.	h.	PROPN
ajbmeb-37	75	13	putnam	putnam	PROPN
ajbmeb-37	75	14	and	and	CCONJ
ajbmeb-37	75	15	ann	ann	PROPN
ajbmeb-37	75	16	fitzsimmons	fitzsimmon	NOUN
ajbmeb-37	75	17	[	[	X
ajbmeb-37	75	18	4	4	NUM
ajbmeb-37	75	19	]	]	PUNCT
ajbmeb-37	75	20	,	,	PUNCT
ajbmeb-37	75	21	although	although	SCONJ
ajbmeb-37	75	22	the	the	DET
ajbmeb-37	75	23	first	first	ADJ
ajbmeb-37	75	24	approaches	approach	NOUN
ajbmeb-37	75	25	were	be	AUX
ajbmeb-37	75	26	carried	carry	VERB
ajbmeb-37	75	27	out	out	ADP
ajbmeb-37	75	28	during	during	ADP
ajbmeb-37	75	29	the	the	DET
ajbmeb-37	75	30	sixties	sixty	NOUN
ajbmeb-37	75	31	.	.	PUNCT
ajbmeb-37	76	1	the	the	DET
ajbmeb-37	76	2	more	more	ADV
ajbmeb-37	76	3	important	important	ADJ
ajbmeb-37	76	4	progresses	progress	NOUN
ajbmeb-37	76	5	were	be	AUX
ajbmeb-37	76	6	performed	perform	VERB
ajbmeb-37	76	7	within	within	ADP
ajbmeb-37	76	8	the	the	DET
ajbmeb-37	76	9	big	big	ADJ
ajbmeb-37	76	10	companies	company	NOUN
ajbmeb-37	76	11	of	of	ADP
ajbmeb-37	76	12	the	the	DET
ajbmeb-37	76	13	epoch	epoch	NOUN
ajbmeb-37	76	14	.	.	PUNCT
ajbmeb-37	77	1	so	so	ADV
ajbmeb-37	77	2	,	,	PUNCT
ajbmeb-37	77	3	frank	frank	PROPN
ajbmeb-37	77	4	freiman	freiman	PROPN
ajbmeb-37	77	5	,	,	PUNCT
ajbmeb-37	77	6	from	from	ADP
ajbmeb-37	77	7	rca	rca	PROPN
ajbmeb-37	77	8	,	,	PUNCT
ajbmeb-37	77	9	developed	develop	VERB
ajbmeb-37	77	10	the	the	DET
ajbmeb-37	77	11	concept	concept	NOUN
ajbmeb-37	77	12	of	of	ADP
ajbmeb-37	77	13	parametric	parametric	ADJ
ajbmeb-37	77	14	estimation	estimation	NOUN
ajbmeb-37	77	15	with	with	ADP
ajbmeb-37	77	16	his	his	PRON
ajbmeb-37	77	17	tool	tool	NOUN
ajbmeb-37	77	18	named	name	VERB
ajbmeb-37	77	19	price	price	NOUN
ajbmeb-37	77	20	.	.	PUNCT
ajbmeb-37	78	1	norman	norman	PROPN
ajbmeb-37	78	2	peter	peter	PROPN
ajbmeb-37	78	3	,	,	PUNCT
ajbmeb-37	78	4	from	from	ADP
ajbmeb-37	78	5	american	american	PROPN
ajbmeb-37	78	6	journal	journal	PROPN
ajbmeb-37	78	7	of	of	ADP
ajbmeb-37	78	8	business	business	NOUN
ajbmeb-37	78	9	management	management	NOUN
ajbmeb-37	78	10	,	,	PUNCT
ajbmeb-37	78	11	economics	economic	NOUN
ajbmeb-37	78	12	and	and	CCONJ
ajbmeb-37	78	13	banking	banking	NOUN
ajbmeb-37	78	14	volume	volume	NOUN
ajbmeb-37	78	15	1	1	NUM
ajbmeb-37	78	16	,	,	PUNCT
ajbmeb-37	78	17	june	june	PROPN
ajbmeb-37	78	18	,	,	PUNCT
ajbmeb-37	78	19	2022	2022	NUM
ajbmeb-37	78	20	p	p	NOUN
ajbmeb-37	78	21	a	a	DET
ajbmeb-37	78	22	g	g	NOUN
ajbmeb-37	78	23	e	e	NOUN
ajbmeb-37	78	24	|	|	ADV
ajbmeb-37	78	25	60	60	NUM
ajbmeb-37	78	26	www.americanjournal.org	www.americanjournal.org	PROPN
ajbmeb-37	78	27	ibm	ibm	PROPN
ajbmeb-37	78	28	,	,	PUNCT
ajbmeb-37	78	29	developed	develop	VERB
ajbmeb-37	78	30	a	a	DET
ajbmeb-37	78	31	model	model	NOUN
ajbmeb-37	78	32	based	base	VERB
ajbmeb-37	78	33	on	on	ADP
ajbmeb-37	78	34	adjusted	adjust	VERB
ajbmeb-37	78	35	curves	curve	NOUN
ajbmeb-37	78	36	[	[	X
ajbmeb-37	78	37	5	5	NUM
ajbmeb-37	78	38	]	]	PUNCT
ajbmeb-37	78	39	.	.	PUNCT
ajbmeb-37	79	1	during	during	ADP
ajbmeb-37	79	2	the	the	DET
ajbmeb-37	79	3	seventies	seventy	NOUN
ajbmeb-37	79	4	the	the	DET
ajbmeb-37	79	5	number	number	NOUN
ajbmeb-37	79	6	of	of	ADP
ajbmeb-37	79	7	software	software	NOUN
ajbmeb-37	79	8	projects	project	NOUN
ajbmeb-37	79	9	and	and	CCONJ
ajbmeb-37	79	10	its	its	PRON
ajbmeb-37	79	11	size	size	NOUN
ajbmeb-37	79	12	suffered	suffer	VERB
ajbmeb-37	79	13	a	a	DET
ajbmeb-37	79	14	big	big	ADJ
ajbmeb-37	79	15	increment	increment	NOUN
ajbmeb-37	79	16	.	.	PUNCT
ajbmeb-37	80	1	most	most	ADJ
ajbmeb-37	80	2	projects	project	NOUN
ajbmeb-37	80	3	performed	perform	VERB
ajbmeb-37	80	4	during	during	ADP
ajbmeb-37	80	5	this	this	DET
ajbmeb-37	80	6	epoch	epoch	NOUN
ajbmeb-37	80	7	failed	fail	VERB
ajbmeb-37	80	8	.	.	PUNCT
ajbmeb-37	81	1	due	due	ADP
ajbmeb-37	81	2	to	to	ADP
ajbmeb-37	81	3	this	this	PRON
ajbmeb-37	81	4	,	,	PUNCT
ajbmeb-37	81	5	more	more	ADJ
ajbmeb-37	81	6	people	people	NOUN
ajbmeb-37	81	7	focused	focus	VERB
ajbmeb-37	81	8	on	on	ADP
ajbmeb-37	81	9	project	project	NOUN
ajbmeb-37	81	10	estimation	estimation	NOUN
ajbmeb-37	81	11	.	.	PUNCT
ajbmeb-37	82	1	using	use	VERB
ajbmeb-37	82	2	statistic	statistic	NOUN
ajbmeb-37	82	3	techniques	technique	NOUN
ajbmeb-37	82	4	(	(	PUNCT
ajbmeb-37	82	5	mainly	mainly	ADV
ajbmeb-37	82	6	correlations	correlation	NOUN
ajbmeb-37	82	7	)	)	PUNCT
ajbmeb-37	82	8	,	,	PUNCT
ajbmeb-37	82	9	people	people	NOUN
ajbmeb-37	82	10	researched	research	VERB
ajbmeb-37	82	11	about	about	ADP
ajbmeb-37	82	12	the	the	DET
ajbmeb-37	82	13	factors	factor	NOUN
ajbmeb-37	82	14	influencing	influence	VERB
ajbmeb-37	82	15	over	over	ADP
ajbmeb-37	82	16	project	project	NOUN
ajbmeb-37	82	17	effort	effort	NOUN
ajbmeb-37	82	18	.	.	PUNCT
ajbmeb-37	83	1	in	in	ADP
ajbmeb-37	83	2	this	this	DET
ajbmeb-37	83	3	way	way	NOUN
ajbmeb-37	83	4	,	,	PUNCT
ajbmeb-37	83	5	the	the	DET
ajbmeb-37	83	6	more	more	ADV
ajbmeb-37	83	7	emblematic	emblematic	ADJ
ajbmeb-37	83	8	model	model	NOUN
ajbmeb-37	83	9	,	,	PUNCT
ajbmeb-37	83	10	cocomo	cocomo	PROPN
ajbmeb-37	83	11	,	,	PUNCT
ajbmeb-37	83	12	was	be	AUX
ajbmeb-37	83	13	developed	develop	VERB
ajbmeb-37	83	14	by	by	ADP
ajbmeb-37	83	15	barry	barry	PROPN
ajbmeb-37	83	16	w.	w.	PROPN
ajbmeb-37	83	17	boehm	boehm	PROPN
ajbmeb-37	84	1	[	[	X
ajbmeb-37	84	2	6	6	NUM
ajbmeb-37	84	3	]	]	PUNCT
ajbmeb-37	84	4	.	.	PUNCT
ajbmeb-37	85	1	most	most	ADJ
ajbmeb-37	85	2	of	of	ADP
ajbmeb-37	85	3	these	these	DET
ajbmeb-37	85	4	models	model	NOUN
ajbmeb-37	85	5	consider	consider	VERB
ajbmeb-37	85	6	the	the	DET
ajbmeb-37	85	7	effort	effort	NOUN
ajbmeb-37	85	8	(	(	PUNCT
ajbmeb-37	85	9	e	e	NOUN
ajbmeb-37	85	10	)	)	PUNCT
ajbmeb-37	85	11	as	as	ADP
ajbmeb-37	85	12	result	result	NOUN
ajbmeb-37	85	13	of	of	ADP
ajbmeb-37	85	14	an	an	DET
ajbmeb-37	85	15	equation	equation	NOUN
ajbmeb-37	85	16	based	base	VERB
ajbmeb-37	85	17	on	on	ADP
ajbmeb-37	85	18	:	:	PUNCT
ajbmeb-37	85	19	in	in	ADP
ajbmeb-37	85	20	the	the	DET
ajbmeb-37	85	21	nineties	ninety	NOUN
ajbmeb-37	85	22	,	,	PUNCT
ajbmeb-37	85	23	boehm	boehm	PROPN
ajbmeb-37	85	24	developed	develop	VERB
ajbmeb-37	85	25	a	a	DET
ajbmeb-37	85	26	new	new	ADJ
ajbmeb-37	85	27	version	version	NOUN
ajbmeb-37	85	28	of	of	ADP
ajbmeb-37	85	29	cocomo	cocomo	NOUN
ajbmeb-37	85	30	,	,	PUNCT
ajbmeb-37	85	31	named	name	VERB
ajbmeb-37	85	32	cocomo	cocomo	ADV
ajbmeb-37	85	33	2.0	2.0	NUM
ajbmeb-37	86	1	[	[	X
ajbmeb-37	86	2	12	12	NUM
ajbmeb-37	86	3	]	]	PUNCT
ajbmeb-37	86	4	,	,	PUNCT
ajbmeb-37	86	5	adapted	adapt	VERB
ajbmeb-37	86	6	to	to	ADP
ajbmeb-37	86	7	the	the	DET
ajbmeb-37	86	8	new	new	ADJ
ajbmeb-37	86	9	circumstances	circumstance	NOUN
ajbmeb-37	86	10	of	of	ADP
ajbmeb-37	86	11	the	the	DET
ajbmeb-37	86	12	software	software	NOUN
ajbmeb-37	86	13	(	(	PUNCT
ajbmeb-37	86	14	object	object	NOUN
ajbmeb-37	86	15	oriented	orient	VERB
ajbmeb-37	86	16	,	,	PUNCT
ajbmeb-37	86	17	transactions	transaction	NOUN
ajbmeb-37	86	18	,	,	PUNCT
ajbmeb-37	86	19	software	software	NOUN
ajbmeb-37	86	20	reusing	reusing	NOUN
ajbmeb-37	86	21	,	,	PUNCT
ajbmeb-37	86	22	etc	etc	X
ajbmeb-37	86	23	.	.	X
ajbmeb-37	86	24	)	)	PUNCT
ajbmeb-37	87	1	until	until	ADP
ajbmeb-37	87	2	the	the	DET
ajbmeb-37	87	3	nineties	ninety	NOUN
ajbmeb-37	87	4	,	,	PUNCT
ajbmeb-37	87	5	most	most	ADJ
ajbmeb-37	87	6	of	of	ADP
ajbmeb-37	87	7	the	the	DET
ajbmeb-37	87	8	improvement	improvement	NOUN
ajbmeb-37	87	9	efforts	effort	NOUN
ajbmeb-37	87	10	were	be	AUX
ajbmeb-37	87	11	address	address	NOUN
ajbmeb-37	87	12	to	to	PART
ajbmeb-37	87	13	disaggregate	disaggregate	VERB
ajbmeb-37	87	14	the	the	DET
ajbmeb-37	87	15	components	component	NOUN
ajbmeb-37	87	16	of	of	ADP
ajbmeb-37	87	17	the	the	DET
ajbmeb-37	87	18	models	model	NOUN
ajbmeb-37	87	19	and	and	CCONJ
ajbmeb-37	87	20	proceed	proceed	VERB
ajbmeb-37	87	21	to	to	PART
ajbmeb-37	87	22	adjust	adjust	VERB
ajbmeb-37	87	23	the	the	DET
ajbmeb-37	87	24	parameters	parameter	NOUN
ajbmeb-37	87	25	using	use	VERB
ajbmeb-37	87	26	regressions	regression	NOUN
ajbmeb-37	87	27	.	.	PUNCT
ajbmeb-37	88	1	other	other	ADJ
ajbmeb-37	88	2	approaches	approach	NOUN
ajbmeb-37	88	3	were	be	AUX
ajbmeb-37	88	4	also	also	ADV
ajbmeb-37	88	5	used	use	VERB
ajbmeb-37	88	6	,	,	PUNCT
ajbmeb-37	88	7	in	in	ADP
ajbmeb-37	88	8	example	example	NOUN
ajbmeb-37	88	9	rule	rule	NOUN
ajbmeb-37	88	10	systems	system	NOUN
ajbmeb-37	88	11	were	be	AUX
ajbmeb-37	88	12	used	use	VERB
ajbmeb-37	88	13	by	by	ADP
ajbmeb-37	88	14	mukhopadhyay	mukhopadhyay	NOUN
ajbmeb-37	88	15	,	,	PUNCT
ajbmeb-37	89	1	[	[	X
ajbmeb-37	89	2	13	13	NUM
ajbmeb-37	89	3	]	]	PUNCT
ajbmeb-37	89	4	,	,	PUNCT
ajbmeb-37	89	5	or	or	CCONJ
ajbmeb-37	89	6	decision	decision	NOUN
ajbmeb-37	89	7	trees	tree	NOUN
ajbmeb-37	89	8	by	by	ADP
ajbmeb-37	89	9	porter	porter	NOUN
ajbmeb-37	90	1	[	[	X
ajbmeb-37	90	2	14][15	14][15	PROPN
ajbmeb-37	90	3	]	]	X
ajbmeb-37	90	4	.	.	PUNCT
ajbmeb-37	91	1	but	but	CCONJ
ajbmeb-37	91	2	the	the	DET
ajbmeb-37	91	3	results	result	NOUN
ajbmeb-37	91	4	were	be	AUX
ajbmeb-37	91	5	not	not	PART
ajbmeb-37	91	6	satisfactory	satisfactory	ADJ
ajbmeb-37	91	7	and	and	CCONJ
ajbmeb-37	91	8	the	the	DET
ajbmeb-37	91	9	application	application	NOUN
ajbmeb-37	91	10	of	of	ADP
ajbmeb-37	91	11	these	these	DET
ajbmeb-37	91	12	techniques	technique	NOUN
ajbmeb-37	91	13	presented	present	VERB
ajbmeb-37	91	14	some	some	DET
ajbmeb-37	91	15	problems	problem	NOUN
ajbmeb-37	91	16	.	.	PUNCT
ajbmeb-37	92	1	with	with	ADP
ajbmeb-37	92	2	the	the	DET
ajbmeb-37	92	3	explosion	explosion	NOUN
ajbmeb-37	92	4	of	of	ADP
ajbmeb-37	92	5	the	the	DET
ajbmeb-37	92	6	ai	ai	ADJ
ajbmeb-37	92	7	techniques	technique	NOUN
ajbmeb-37	92	8	in	in	ADP
ajbmeb-37	92	9	the	the	DET
ajbmeb-37	92	10	beginning	beginning	NOUN
ajbmeb-37	92	11	of	of	ADP
ajbmeb-37	92	12	the	the	DET
ajbmeb-37	92	13	nineties	ninety	NOUN
ajbmeb-37	92	14	,	,	PUNCT
ajbmeb-37	92	15	new	new	ADJ
ajbmeb-37	92	16	approaches	approach	NOUN
ajbmeb-37	92	17	were	be	AUX
ajbmeb-37	92	18	used	use	VERB
ajbmeb-37	92	19	:	:	PUNCT
ajbmeb-37	92	20	fuzzy	fuzzy	ADJ
ajbmeb-37	92	21	logic	logic	NOUN
ajbmeb-37	92	22	,	,	PUNCT
ajbmeb-37	92	23	genetic	genetic	ADJ
ajbmeb-37	92	24	algorithms	algorithm	NOUN
ajbmeb-37	92	25	,	,	PUNCT
ajbmeb-37	92	26	neural	neural	ADJ
ajbmeb-37	92	27	networks	network	NOUN
ajbmeb-37	92	28	and	and	CCONJ
ajbmeb-37	92	29	so	so	ADV
ajbmeb-37	92	30	on	on	ADV
ajbmeb-37	92	31	.	.	PUNCT
ajbmeb-37	93	1	the	the	DET
ajbmeb-37	93	2	new	new	ADJ
ajbmeb-37	93	3	modelling	modelling	NOUN
ajbmeb-37	93	4	techniques	technique	NOUN
ajbmeb-37	93	5	allow	allow	VERB
ajbmeb-37	93	6	a	a	DET
ajbmeb-37	93	7	most	most	ADV
ajbmeb-37	93	8	suitable	suitable	ADJ
ajbmeb-37	93	9	selection	selection	NOUN
ajbmeb-37	93	10	of	of	ADP
ajbmeb-37	93	11	variables	variable	NOUN
ajbmeb-37	93	12	and	and	CCONJ
ajbmeb-37	93	13	the	the	DET
ajbmeb-37	93	14	study	study	NOUN
ajbmeb-37	93	15	and	and	CCONJ
ajbmeb-37	93	16	work	work	VERB
ajbmeb-37	93	17	with	with	ADP
ajbmeb-37	93	18	more	more	ADJ
ajbmeb-37	93	19	representative	representative	ADJ
ajbmeb-37	93	20	datasets	dataset	NOUN
ajbmeb-37	93	21	.	.	PUNCT
ajbmeb-37	94	1	additionally	additionally	ADV
ajbmeb-37	94	2	,	,	PUNCT
ajbmeb-37	94	3	the	the	DET
ajbmeb-37	94	4	use	use	NOUN
ajbmeb-37	94	5	of	of	ADP
ajbmeb-37	94	6	these	these	DET
ajbmeb-37	94	7	techniques	technique	NOUN
ajbmeb-37	94	8	is	be	AUX
ajbmeb-37	94	9	useful	useful	ADJ
ajbmeb-37	94	10	combining	combine	VERB
ajbmeb-37	94	11	the	the	DET
ajbmeb-37	94	12	knowledge	knowledge	NOUN
ajbmeb-37	94	13	of	of	ADP
ajbmeb-37	94	14	the	the	DET
ajbmeb-37	94	15	domain	domain	NOUN
ajbmeb-37	94	16	(	(	PUNCT
ajbmeb-37	94	17	those	those	DET
ajbmeb-37	94	18	information	information	NOUN
ajbmeb-37	94	19	we	we	PRON
ajbmeb-37	94	20	have	have	VERB
ajbmeb-37	94	21	about	about	ADP
ajbmeb-37	94	22	the	the	DET
ajbmeb-37	94	23	problem	problem	NOUN
ajbmeb-37	94	24	)	)	PUNCT
ajbmeb-37	94	25	with	with	ADP
ajbmeb-37	94	26	the	the	DET
ajbmeb-37	94	27	processing	processing	NOUN
ajbmeb-37	94	28	of	of	ADP
ajbmeb-37	94	29	large	large	ADJ
ajbmeb-37	94	30	data	datum	NOUN
ajbmeb-37	94	31	information	information	NOUN
ajbmeb-37	94	32	.	.	PUNCT
ajbmeb-37	95	1	although	although	SCONJ
ajbmeb-37	95	2	the	the	DET
ajbmeb-37	95	3	existing	exist	VERB
ajbmeb-37	95	4	methods	method	NOUN
ajbmeb-37	95	5	have	have	AUX
ajbmeb-37	95	6	improved	improve	VERB
ajbmeb-37	95	7	significantly	significantly	ADV
ajbmeb-37	95	8	the	the	DET
ajbmeb-37	95	9	way	way	NOUN
ajbmeb-37	95	10	in	in	ADP
ajbmeb-37	95	11	which	which	PRON
ajbmeb-37	95	12	estimation	estimation	NOUN
ajbmeb-37	95	13	is	be	AUX
ajbmeb-37	95	14	performed	perform	VERB
ajbmeb-37	95	15	,	,	PUNCT
ajbmeb-37	95	16	they	they	PRON
ajbmeb-37	95	17	do	do	AUX
ajbmeb-37	95	18	n’t	not	PART
ajbmeb-37	95	19	reach	reach	VERB
ajbmeb-37	95	20	the	the	DET
ajbmeb-37	95	21	required	require	VERB
ajbmeb-37	95	22	accuracy	accuracy	NOUN
ajbmeb-37	95	23	.	.	PUNCT
ajbmeb-37	96	1	the	the	DET
ajbmeb-37	96	2	limitations	limitation	NOUN
ajbmeb-37	96	3	of	of	ADP
ajbmeb-37	96	4	the	the	DET
ajbmeb-37	96	5	existing	exist	VERB
ajbmeb-37	96	6	models	model	NOUN
ajbmeb-37	96	7	are	be	AUX
ajbmeb-37	96	8	derived	derive	VERB
ajbmeb-37	96	9	from	from	ADP
ajbmeb-37	96	10	the	the	DET
ajbmeb-37	96	11	difficult	difficult	ADJ
ajbmeb-37	96	12	to	to	PART
ajbmeb-37	96	13	quantify	quantify	VERB
ajbmeb-37	96	14	the	the	DET
ajbmeb-37	96	15	factors	factor	NOUN
ajbmeb-37	96	16	,	,	PUNCT
ajbmeb-37	96	17	as	as	ADV
ajbmeb-37	96	18	well	well	ADV
ajbmeb-37	96	19	as	as	ADP
ajbmeb-37	96	20	the	the	DET
ajbmeb-37	96	21	simplifications	simplification	NOUN
ajbmeb-37	96	22	done	do	VERB
ajbmeb-37	96	23	in	in	ADP
ajbmeb-37	96	24	the	the	DET
ajbmeb-37	96	25	models	model	NOUN
ajbmeb-37	96	26	.	.	PUNCT
ajbmeb-37	97	1	the	the	DET
ajbmeb-37	97	2	datasets	dataset	NOUN
ajbmeb-37	97	3	used	use	VERB
ajbmeb-37	97	4	to	to	PART
ajbmeb-37	97	5	adjust	adjust	VERB
ajbmeb-37	97	6	the	the	DET
ajbmeb-37	97	7	models	model	NOUN
ajbmeb-37	97	8	shall	shall	AUX
ajbmeb-37	97	9	be	be	AUX
ajbmeb-37	97	10	representative	representative	ADJ
ajbmeb-37	97	11	.	.	PUNCT
ajbmeb-37	98	1	finally	finally	ADV
ajbmeb-37	98	2	,	,	PUNCT
ajbmeb-37	98	3	considering	consider	VERB
ajbmeb-37	98	4	the	the	DET
ajbmeb-37	98	5	non	non	NOUN
ajbmeb-37	98	6	-	-	NOUN
ajbmeb-37	98	7	linear	linear	NOUN
ajbmeb-37	98	8	of	of	ADP
ajbmeb-37	98	9	the	the	DET
ajbmeb-37	98	10	process	process	NOUN
ajbmeb-37	98	11	and	and	CCONJ
ajbmeb-37	98	12	the	the	DET
ajbmeb-37	98	13	dependencies	dependency	NOUN
ajbmeb-37	98	14	of	of	ADP
ajbmeb-37	98	15	non	non	ADJ
ajbmeb-37	98	16	-	-	ADJ
ajbmeb-37	98	17	quantified	quantified	ADJ
ajbmeb-37	98	18	parameters	parameter	NOUN
ajbmeb-37	98	19	,	,	PUNCT
ajbmeb-37	98	20	the	the	DET
ajbmeb-37	98	21	problem	problem	NOUN
ajbmeb-37	98	22	is	be	AUX
ajbmeb-37	98	23	suitable	suitable	ADJ
ajbmeb-37	98	24	to	to	PART
ajbmeb-37	98	25	be	be	AUX
ajbmeb-37	98	26	studied	study	VERB
ajbmeb-37	98	27	under	under	ADP
ajbmeb-37	98	28	the	the	DET
ajbmeb-37	98	29	framework	framework	NOUN
ajbmeb-37	98	30	of	of	ADP
ajbmeb-37	98	31	the	the	DET
ajbmeb-37	98	32	ai	ai	ADJ
ajbmeb-37	98	33	techniques	technique	NOUN
ajbmeb-37	98	34	.	.	PUNCT
ajbmeb-37	99	1	2	2	X
ajbmeb-37	99	2	.	.	X
ajbmeb-37	99	3	discussion	discussion	NOUN
ajbmeb-37	99	4	impacts	impact	NOUN
ajbmeb-37	99	5	of	of	ADP
ajbmeb-37	99	6	artificial	artificial	ADJ
ajbmeb-37	99	7	intelligence	intelligence	NOUN
ajbmeb-37	99	8	on	on	ADP
ajbmeb-37	99	9	microeconomic	microeconomic	PROPN
ajbmeb-37	99	10	the	the	DET
ajbmeb-37	99	11	rapid	rapid	ADJ
ajbmeb-37	99	12	development	development	NOUN
ajbmeb-37	99	13	of	of	ADP
ajbmeb-37	99	14	artificial	artificial	ADJ
ajbmeb-37	99	15	intelligence	intelligence	NOUN
ajbmeb-37	99	16	has	have	AUX
ajbmeb-37	99	17	brought	bring	VERB
ajbmeb-37	99	18	new	new	ADJ
ajbmeb-37	99	19	impacts	impact	NOUN
ajbmeb-37	99	20	and	and	CCONJ
ajbmeb-37	99	21	vitality	vitality	NOUN
ajbmeb-37	99	22	to	to	ADP
ajbmeb-37	99	23	various	various	ADJ
ajbmeb-37	99	24	industries	industry	NOUN
ajbmeb-37	99	25	.	.	PUNCT
ajbmeb-37	100	1	in	in	ADP
ajbmeb-37	100	2	addition	addition	NOUN
ajbmeb-37	100	3	to	to	ADP
ajbmeb-37	100	4	the	the	DET
ajbmeb-37	100	5	practice	practice	NOUN
ajbmeb-37	100	6	field	field	NOUN
ajbmeb-37	100	7	of	of	ADP
ajbmeb-37	100	8	traditional	traditional	ADJ
ajbmeb-37	100	9	artificial	artificial	ADJ
ajbmeb-37	100	10	intelligencethe	intelligencethe	ADJ
ajbmeb-37	100	11	internet	internet	NOUN
ajbmeb-37	100	12	industry	industry	NOUN
ajbmeb-37	100	13	,	,	PUNCT
ajbmeb-37	100	14	it	it	PRON
ajbmeb-37	100	15	also	also	ADV
ajbmeb-37	100	16	brought	bring	VERB
ajbmeb-37	100	17	new	new	ADJ
ajbmeb-37	100	18	impact	impact	NOUN
ajbmeb-37	100	19	and	and	CCONJ
ajbmeb-37	100	20	vitality	vitality	NOUN
ajbmeb-37	100	21	to	to	ADP
ajbmeb-37	100	22	traditional	traditional	ADJ
ajbmeb-37	100	23	industries	industry	NOUN
ajbmeb-37	100	24	,	,	PUNCT
ajbmeb-37	100	25	such	such	ADJ
ajbmeb-37	100	26	as	as	ADP
ajbmeb-37	100	27	manufacturing	manufacturing	NOUN
ajbmeb-37	100	28	and	and	CCONJ
ajbmeb-37	100	29	service	service	NOUN
ajbmeb-37	100	30	industries	industry	NOUN
ajbmeb-37	100	31	.	.	PUNCT
ajbmeb-37	101	1	1	1	X
ajbmeb-37	101	2	)	)	PUNCT
ajbmeb-37	101	3	artificial	artificial	ADJ
ajbmeb-37	101	4	intelligence	intelligence	NOUN
ajbmeb-37	101	5	can	can	AUX
ajbmeb-37	101	6	automate	automate	VERB
ajbmeb-37	101	7	“	"	PUNCT
ajbmeb-37	101	8	programmable	programmable	ADJ
ajbmeb-37	101	9	work	work	NOUN
ajbmeb-37	101	10	”	"	PUNCT
ajbmeb-37	101	11	.	.	PUNCT
ajbmeb-37	102	1	once	once	SCONJ
ajbmeb-37	102	2	the	the	DET
ajbmeb-37	102	3	cost	cost	NOUN
ajbmeb-37	102	4	of	of	ADP
ajbmeb-37	102	5	this	this	DET
ajbmeb-37	102	6	automation	automation	NOUN
ajbmeb-37	102	7	is	be	AUX
ajbmeb-37	102	8	much	much	ADV
ajbmeb-37	102	9	lower	low	ADJ
ajbmeb-37	102	10	than	than	ADP
ajbmeb-37	102	11	the	the	DET
ajbmeb-37	102	12	labor	labor	NOUN
ajbmeb-37	102	13	cost	cost	NOUN
ajbmeb-37	102	14	,	,	PUNCT
ajbmeb-37	102	15	industry	industry	NOUN
ajbmeb-37	102	16	will	will	AUX
ajbmeb-37	102	17	not	not	PART
ajbmeb-37	102	18	hesitate	hesitate	VERB
ajbmeb-37	102	19	to	to	PART
ajbmeb-37	102	20	use	use	VERB
ajbmeb-37	102	21	artificial	artificial	ADJ
ajbmeb-37	102	22	intelligence	intelligence	NOUN
ajbmeb-37	102	23	to	to	PART
ajbmeb-37	102	24	replace	replace	VERB
ajbmeb-37	102	25	this	this	DET
ajbmeb-37	102	26	part	part	NOUN
ajbmeb-37	102	27	of	of	ADP
ajbmeb-37	102	28	the	the	DET
ajbmeb-37	102	29	labour	labour	ADJ
ajbmeb-37	102	30	force	force	NOUN
ajbmeb-37	102	31	.	.	PUNCT
ajbmeb-37	103	1	it	it	PRON
ajbmeb-37	103	2	will	will	AUX
ajbmeb-37	103	3	result	result	VERB
ajbmeb-37	103	4	in	in	ADP
ajbmeb-37	103	5	a	a	DET
ajbmeb-37	103	6	large	large	ADJ
ajbmeb-37	103	7	number	number	NOUN
ajbmeb-37	103	8	of	of	ADP
ajbmeb-37	103	9	“	"	PUNCT
ajbmeb-37	103	10	programmable	programmable	ADJ
ajbmeb-37	103	11	”	"	PUNCT
ajbmeb-37	103	12	practitioners	practitioner	NOUN
ajbmeb-37	103	13	unemployed	unemployed	ADJ
ajbmeb-37	103	14	.	.	PUNCT
ajbmeb-37	104	1	moreover	moreover	ADV
ajbmeb-37	104	2	,	,	PUNCT
ajbmeb-37	104	3	most	most	ADJ
ajbmeb-37	104	4	of	of	ADP
ajbmeb-37	104	5	the	the	DET
ajbmeb-37	104	6	unemployed	unemployed	ADJ
ajbmeb-37	104	7	“	"	PUNCT
ajbmeb-37	104	8	programmable	programmable	ADJ
ajbmeb-37	104	9	”	"	PUNCT
ajbmeb-37	104	10	practitioners	practitioner	NOUN
ajbmeb-37	104	11	are	be	AUX
ajbmeb-37	104	12	low	low	ADJ
ajbmeb-37	104	13	-	-	PUNCT
ajbmeb-37	104	14	level	level	NOUN
ajbmeb-37	104	15	skill	skill	NOUN
ajbmeb-37	104	16	and	and	CCONJ
ajbmeb-37	104	17	educated	educate	VERB
ajbmeb-37	104	18	practitioner	practitioner	NOUN
ajbmeb-37	104	19	,	,	PUNCT
ajbmeb-37	104	20	which	which	PRON
ajbmeb-37	104	21	is	be	AUX
ajbmeb-37	104	22	difficult	difficult	ADJ
ajbmeb-37	104	23	to	to	PART
ajbmeb-37	104	24	re	re	VERB
ajbmeb-37	104	25	-	-	VERB
ajbmeb-37	104	26	educated	educate	VERB
ajbmeb-37	104	27	to	to	PART
ajbmeb-37	104	28	satisfy	satisfy	VERB
ajbmeb-37	104	29	the	the	DET
ajbmeb-37	104	30	new	new	ADJ
ajbmeb-37	104	31	position	position	NOUN
ajbmeb-37	104	32	.	.	PUNCT
ajbmeb-37	105	1	on	on	ADP
ajbmeb-37	105	2	the	the	DET
ajbmeb-37	105	3	other	other	ADJ
ajbmeb-37	105	4	hand	hand	NOUN
ajbmeb-37	105	5	,	,	PUNCT
ajbmeb-37	105	6	artificial	artificial	ADJ
ajbmeb-37	105	7	intelligence	intelligence	NOUN
ajbmeb-37	105	8	brings	bring	VERB
ajbmeb-37	105	9	new	new	ADJ
ajbmeb-37	105	10	vitality	vitality	NOUN
ajbmeb-37	105	11	to	to	ADP
ajbmeb-37	105	12	employment	employment	NOUN
ajbmeb-37	105	13	,	,	PUNCT
ajbmeb-37	105	14	even	even	ADV
ajbmeb-37	105	15	though	though	SCONJ
ajbmeb-37	105	16	ai	ai	INTJ
ajbmeb-37	105	17	will	will	AUX
ajbmeb-37	105	18	replace	replace	VERB
ajbmeb-37	105	19	most	most	ADJ
ajbmeb-37	105	20	of	of	ADP
ajbmeb-37	105	21	the	the	DET
ajbmeb-37	105	22	“	"	PUNCT
ajbmeb-37	105	23	programmable	programmable	ADJ
ajbmeb-37	105	24	work	work	NOUN
ajbmeb-37	105	25	”	"	PUNCT
ajbmeb-37	105	26	practitioners	practitioner	NOUN
ajbmeb-37	105	27	.	.	PUNCT
ajbmeb-37	106	1	the	the	DET
ajbmeb-37	106	2	demand	demand	NOUN
ajbmeb-37	106	3	to	to	ADP
ajbmeb-37	106	4	“	"	PUNCT
ajbmeb-37	106	5	non	non	ADJ
ajbmeb-37	106	6	-	-	ADJ
ajbmeb-37	106	7	programmable	programmable	ADJ
ajbmeb-37	106	8	work	work	NOUN
ajbmeb-37	106	9	”	"	PUNCT
ajbmeb-37	106	10	practitioners	practitioner	NOUN
ajbmeb-37	106	11	will	will	AUX
ajbmeb-37	106	12	increase	increase	VERB
ajbmeb-37	106	13	.	.	PUNCT
ajbmeb-37	107	1	practitioners	practitioner	NOUN
ajbmeb-37	107	2	with	with	ADP
ajbmeb-37	107	3	high	high	ADJ
ajbmeb-37	107	4	-	-	PUNCT
ajbmeb-37	107	5	level	level	NOUN
ajbmeb-37	107	6	education	education	NOUN
ajbmeb-37	107	7	and	and	CCONJ
ajbmeb-37	107	8	skill	skill	NOUN
ajbmeb-37	107	9	practitioners	practitioner	NOUN
ajbmeb-37	107	10	will	will	AUX
ajbmeb-37	107	11	increase	increase	VERB
ajbmeb-37	107	12	in	in	ADP
ajbmeb-37	107	13	the	the	DET
ajbmeb-37	107	14	long	long	ADJ
ajbmeb-37	107	15	term	term	NOUN
ajbmeb-37	107	16	and	and	CCONJ
ajbmeb-37	107	17	in	in	ADP
ajbmeb-37	107	18	large	large	ADJ
ajbmeb-37	107	19	numbers	number	NOUN
ajbmeb-37	107	20	as	as	ADV
ajbmeb-37	107	21	well	well	ADV
ajbmeb-37	107	22	.	.	PUNCT
ajbmeb-37	108	1	2	2	X
ajbmeb-37	108	2	)	)	PUNCT
ajbmeb-37	108	3	since	since	SCONJ
ajbmeb-37	108	4	the	the	DET
ajbmeb-37	108	5	artificial	artificial	ADJ
ajbmeb-37	108	6	intelligence	intelligence	NOUN
ajbmeb-37	108	7	changes	change	VERB
ajbmeb-37	108	8	the	the	DET
ajbmeb-37	108	9	structure	structure	NOUN
ajbmeb-37	108	10	of	of	ADP
ajbmeb-37	108	11	labor	labor	NOUN
ajbmeb-37	108	12	market	market	NOUN
ajbmeb-37	108	13	,	,	PUNCT
ajbmeb-37	108	14	it	it	PRON
ajbmeb-37	108	15	promotes	promote	VERB
ajbmeb-37	108	16	the	the	DET
ajbmeb-37	108	17	redistribution	redistribution	NOUN
ajbmeb-37	108	18	of	of	ADP
ajbmeb-37	108	19	internal	internal	ADJ
ajbmeb-37	108	20	income	income	NOUN
ajbmeb-37	108	21	distribution	distribution	NOUN
ajbmeb-37	108	22	among	among	ADP
ajbmeb-37	108	23	labor	labor	NOUN
ajbmeb-37	108	24	.	.	PUNCT
ajbmeb-37	109	1	there	there	PRON
ajbmeb-37	109	2	will	will	AUX
ajbmeb-37	109	3	be	be	AUX
ajbmeb-37	109	4	more	more	ADV
ajbmeb-37	109	5	significant	significant	ADJ
ajbmeb-37	109	6	differences	difference	NOUN
ajbmeb-37	109	7	in	in	ADP
ajbmeb-37	109	8	the	the	DET
ajbmeb-37	109	9	income	income	NOUN
ajbmeb-37	109	10	of	of	ADP
ajbmeb-37	109	11	labor	labor	NOUN
ajbmeb-37	109	12	with	with	ADP
ajbmeb-37	109	13	different	different	ADJ
ajbmeb-37	109	14	skill	skill	NOUN
ajbmeb-37	109	15	levels	level	NOUN
ajbmeb-37	109	16	.	.	PUNCT
ajbmeb-37	110	1	the	the	DET
ajbmeb-37	110	2	change	change	NOUN
ajbmeb-37	110	3	of	of	ADP
ajbmeb-37	110	4	income	income	NOUN
ajbmeb-37	110	5	distribution	distribution	NOUN
ajbmeb-37	110	6	also	also	ADV
ajbmeb-37	110	7	reflects	reflect	VERB
ajbmeb-37	110	8	on	on	ADP
ajbmeb-37	110	9	the	the	DET
ajbmeb-37	110	10	component	component	NOUN
ajbmeb-37	110	11	american	american	PROPN
ajbmeb-37	110	12	journal	journal	PROPN
ajbmeb-37	110	13	of	of	ADP
ajbmeb-37	110	14	business	business	NOUN
ajbmeb-37	110	15	management	management	NOUN
ajbmeb-37	110	16	,	,	PUNCT
ajbmeb-37	110	17	economics	economic	NOUN
ajbmeb-37	110	18	and	and	CCONJ
ajbmeb-37	110	19	banking	banking	NOUN
ajbmeb-37	110	20	volume	volume	NOUN
ajbmeb-37	110	21	1	1	NUM
ajbmeb-37	110	22	,	,	PUNCT
ajbmeb-37	110	23	june	june	PROPN
ajbmeb-37	110	24	,	,	PUNCT
ajbmeb-37	110	25	2022	2022	NUM
ajbmeb-37	110	26	p	p	NOUN
ajbmeb-37	110	27	a	a	DET
ajbmeb-37	110	28	g	g	NOUN
ajbmeb-37	110	29	e	e	NOUN
ajbmeb-37	110	30	|	|	ADV
ajbmeb-37	110	31	61	61	NUM
ajbmeb-37	110	32	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	110	33	(	(	PUNCT
ajbmeb-37	110	34	industry	industry	NOUN
ajbmeb-37	110	35	)	)	PUNCT
ajbmeb-37	110	36	.	.	PUNCT
ajbmeb-37	111	1	the	the	DET
ajbmeb-37	111	2	industry	industry	NOUN
ajbmeb-37	111	3	with	with	ADP
ajbmeb-37	111	4	less	less	ADJ
ajbmeb-37	111	5	“	"	PUNCT
ajbmeb-37	111	6	programmable	programmable	ADJ
ajbmeb-37	111	7	”	"	PUNCT
ajbmeb-37	111	8	work	work	NOUN
ajbmeb-37	111	9	is	be	AUX
ajbmeb-37	111	10	less	less	ADV
ajbmeb-37	111	11	affected	affect	VERB
ajbmeb-37	111	12	by	by	ADP
ajbmeb-37	111	13	artificial	artificial	ADJ
ajbmeb-37	111	14	intelligence	intelligence	NOUN
ajbmeb-37	111	15	,	,	PUNCT
ajbmeb-37	111	16	and	and	CCONJ
ajbmeb-37	111	17	the	the	DET
ajbmeb-37	111	18	change	change	NOUN
ajbmeb-37	111	19	in	in	ADP
ajbmeb-37	111	20	income	income	NOUN
ajbmeb-37	111	21	distribution	distribution	NOUN
ajbmeb-37	111	22	is	be	AUX
ajbmeb-37	111	23	also	also	ADV
ajbmeb-37	111	24	less	less	ADJ
ajbmeb-37	111	25	than	than	ADP
ajbmeb-37	111	26	other	other	ADJ
ajbmeb-37	111	27	industries	industry	NOUN
ajbmeb-37	111	28	.	.	PUNCT
ajbmeb-37	112	1	3	3	X
ajbmeb-37	112	2	)	)	PUNCT
ajbmeb-37	112	3	upgrading	upgrading	NOUN
ajbmeb-37	112	4	and	and	CCONJ
ajbmeb-37	112	5	transforming	transform	VERB
ajbmeb-37	112	6	with	with	ADP
ajbmeb-37	112	7	the	the	DET
ajbmeb-37	112	8	industry	industry	NOUN
ajbmeb-37	112	9	structure	structure	NOUN
ajbmeb-37	112	10	of	of	ADP
ajbmeb-37	112	11	market	market	NOUN
ajbmeb-37	112	12	:	:	PUNCT
ajbmeb-37	112	13	every	every	DET
ajbmeb-37	112	14	technological	technological	ADJ
ajbmeb-37	112	15	innovation	innovation	NOUN
ajbmeb-37	112	16	brings	bring	VERB
ajbmeb-37	112	17	a	a	DET
ajbmeb-37	112	18	new	new	ADJ
ajbmeb-37	112	19	industry	industry	NOUN
ajbmeb-37	112	20	replacement	replacement	NOUN
ajbmeb-37	112	21	and	and	CCONJ
ajbmeb-37	112	22	upgrade	upgrade	VERB
ajbmeb-37	112	23	.	.	PUNCT
ajbmeb-37	113	1	from	from	ADP
ajbmeb-37	113	2	the	the	DET
ajbmeb-37	113	3	financial	financial	ADJ
ajbmeb-37	113	4	,	,	PUNCT
ajbmeb-37	113	5	manufacture	manufacture	NOUN
ajbmeb-37	113	6	in	in	ADP
ajbmeb-37	113	7	the	the	DET
ajbmeb-37	113	8	past	past	NOUN
ajbmeb-37	113	9	to	to	ADP
ajbmeb-37	113	10	internet	internet	NOUN
ajbmeb-37	113	11	and	and	CCONJ
ajbmeb-37	113	12	technology	technology	NOUN
ajbmeb-37	113	13	company	company	NOUN
ajbmeb-37	113	14	nowadays	nowadays	ADV
ajbmeb-37	113	15	.	.	PUNCT
ajbmeb-37	114	1	the	the	DET
ajbmeb-37	114	2	arrival	arrival	NOUN
ajbmeb-37	114	3	of	of	ADP
ajbmeb-37	114	4	artificial	artificial	ADJ
ajbmeb-37	114	5	intelligence	intelligence	NOUN
ajbmeb-37	114	6	will	will	AUX
ajbmeb-37	114	7	strengthen	strengthen	VERB
ajbmeb-37	114	8	the	the	DET
ajbmeb-37	114	9	dominant	dominant	ADJ
ajbmeb-37	114	10	position	position	NOUN
ajbmeb-37	114	11	of	of	ADP
ajbmeb-37	114	12	technology	technology	NOUN
ajbmeb-37	114	13	and	and	CCONJ
ajbmeb-37	114	14	internet	internet	NOUN
ajbmeb-37	114	15	companies	company	NOUN
ajbmeb-37	114	16	;	;	PUNCT
ajbmeb-37	114	17	therefore	therefore	ADV
ajbmeb-37	114	18	,	,	PUNCT
ajbmeb-37	114	19	traditional	traditional	ADJ
ajbmeb-37	114	20	industries	industry	NOUN
ajbmeb-37	114	21	must	must	AUX
ajbmeb-37	114	22	transform	transform	VERB
ajbmeb-37	114	23	and	and	CCONJ
ajbmeb-37	114	24	integrate	integrate	VERB
ajbmeb-37	114	25	new	new	ADJ
ajbmeb-37	114	26	technology	technology	NOUN
ajbmeb-37	114	27	to	to	PART
ajbmeb-37	114	28	avoid	avoid	VERB
ajbmeb-37	114	29	being	be	AUX
ajbmeb-37	114	30	eliminated	eliminate	VERB
ajbmeb-37	114	31	by	by	ADP
ajbmeb-37	114	32	the	the	DET
ajbmeb-37	114	33	wave	wave	NOUN
ajbmeb-37	114	34	of	of	ADP
ajbmeb-37	114	35	development	development	NOUN
ajbmeb-37	114	36	.	.	PUNCT
ajbmeb-37	115	1	[	[	X
ajbmeb-37	115	2	19	19	NUM
ajbmeb-37	115	3	]	]	SYM
ajbmeb-37	115	4	4	4	NUM
ajbmeb-37	115	5	)	)	PUNCT
ajbmeb-37	115	6	the	the	DET
ajbmeb-37	115	7	impact	impact	NOUN
ajbmeb-37	115	8	of	of	ADP
ajbmeb-37	115	9	artificial	artificial	ADJ
ajbmeb-37	115	10	intelligence	intelligence	NOUN
ajbmeb-37	115	11	on	on	ADP
ajbmeb-37	115	12	the	the	DET
ajbmeb-37	115	13	innovation	innovation	NOUN
ajbmeb-37	115	14	ability	ability	NOUN
ajbmeb-37	115	15	of	of	ADP
ajbmeb-37	115	16	enterprises	enterprise	NOUN
ajbmeb-37	115	17	:	:	PUNCT
ajbmeb-37	115	18	as	as	SCONJ
ajbmeb-37	115	19	the	the	DET
ajbmeb-37	115	20	labor	labor	NOUN
ajbmeb-37	115	21	force	force	NOUN
ajbmeb-37	115	22	develops	develop	VERB
ajbmeb-37	115	23	toward	toward	ADP
ajbmeb-37	115	24	high	high	ADJ
ajbmeb-37	115	25	technology	technology	NOUN
ajbmeb-37	115	26	and	and	CCONJ
ajbmeb-37	115	27	high	high	ADJ
ajbmeb-37	115	28	knowledge	knowledge	NOUN
ajbmeb-37	115	29	,	,	PUNCT
ajbmeb-37	115	30	enterprises	enterprise	NOUN
ajbmeb-37	115	31	need	need	VERB
ajbmeb-37	115	32	strong	strong	ADJ
ajbmeb-37	115	33	innovation	innovation	NOUN
ajbmeb-37	115	34	ability	ability	NOUN
ajbmeb-37	115	35	and	and	CCONJ
ajbmeb-37	115	36	speed	speed	NOUN
ajbmeb-37	115	37	to	to	PART
ajbmeb-37	115	38	maintain	maintain	VERB
ajbmeb-37	115	39	core	core	NOUN
ajbmeb-37	115	40	competitiveness	competitiveness	NOUN
ajbmeb-37	115	41	.	.	PUNCT
ajbmeb-37	116	1	enterprise	enterprise	NOUN
ajbmeb-37	116	2	managers	manager	NOUN
ajbmeb-37	116	3	must	must	AUX
ajbmeb-37	116	4	be	be	AUX
ajbmeb-37	116	5	keenly	keenly	ADV
ajbmeb-37	116	6	aware	aware	ADJ
ajbmeb-37	116	7	of	of	ADP
ajbmeb-37	116	8	the	the	DET
ajbmeb-37	116	9	cutting	cutting	NOUN
ajbmeb-37	116	10	-	-	PUNCT
ajbmeb-37	116	11	edge	edge	NOUN
ajbmeb-37	116	12	technology	technology	NOUN
ajbmeb-37	116	13	and	and	CCONJ
ajbmeb-37	116	14	be	be	AUX
ajbmeb-37	116	15	bold	bold	ADJ
ajbmeb-37	116	16	to	to	PART
ajbmeb-37	116	17	use	use	VERB
ajbmeb-37	116	18	new	new	ADJ
ajbmeb-37	116	19	technology	technology	NOUN
ajbmeb-37	116	20	to	to	PART
ajbmeb-37	116	21	innovate	innovate	VERB
ajbmeb-37	116	22	products	product	NOUN
ajbmeb-37	116	23	.	.	PUNCT
ajbmeb-37	117	1	[	[	X
ajbmeb-37	117	2	19	19	NUM
ajbmeb-37	117	3	]	]	SYM
ajbmeb-37	117	4	5	5	NUM
ajbmeb-37	117	5	)	)	PUNCT
ajbmeb-37	117	6	the	the	DET
ajbmeb-37	117	7	impact	impact	NOUN
ajbmeb-37	117	8	of	of	ADP
ajbmeb-37	117	9	artificial	artificial	ADJ
ajbmeb-37	117	10	intelligence	intelligence	NOUN
ajbmeb-37	117	11	on	on	ADP
ajbmeb-37	117	12	human	human	ADJ
ajbmeb-37	117	13	resources	resource	NOUN
ajbmeb-37	117	14	:	:	PUNCT
ajbmeb-37	117	15	as	as	SCONJ
ajbmeb-37	117	16	enterprises	enterprise	NOUN
ajbmeb-37	117	17	need	need	VERB
ajbmeb-37	117	18	innovation	innovation	NOUN
ajbmeb-37	117	19	to	to	PART
ajbmeb-37	117	20	maintain	maintain	VERB
ajbmeb-37	117	21	core	core	NOUN
ajbmeb-37	117	22	competitiveness	competitiveness	NOUN
ajbmeb-37	117	23	,	,	PUNCT
ajbmeb-37	117	24	high	high	ADJ
ajbmeb-37	117	25	-	-	PUNCT
ajbmeb-37	117	26	end	end	NOUN
ajbmeb-37	117	27	talent	talent	NOUN
ajbmeb-37	117	28	resources	resource	NOUN
ajbmeb-37	117	29	will	will	AUX
ajbmeb-37	117	30	be	be	AUX
ajbmeb-37	117	31	particularly	particularly	ADV
ajbmeb-37	117	32	popular	popular	ADJ
ajbmeb-37	117	33	,	,	PUNCT
ajbmeb-37	117	34	artificial	artificial	ADJ
ajbmeb-37	117	35	intelligence	intelligence	NOUN
ajbmeb-37	117	36	expert	expert	NOUN
ajbmeb-37	117	37	will	will	AUX
ajbmeb-37	117	38	become	become	VERB
ajbmeb-37	117	39	an	an	DET
ajbmeb-37	117	40	important	important	ADJ
ajbmeb-37	117	41	asset	asset	NOUN
ajbmeb-37	117	42	of	of	ADP
ajbmeb-37	117	43	enterprises	enterprise	NOUN
ajbmeb-37	117	44	.	.	PUNCT
ajbmeb-37	118	1	companies	company	NOUN
ajbmeb-37	118	2	will	will	AUX
ajbmeb-37	118	3	also	also	ADV
ajbmeb-37	118	4	attract	attract	VERB
ajbmeb-37	118	5	talent	talent	NOUN
ajbmeb-37	118	6	through	through	ADP
ajbmeb-37	118	7	more	more	ADV
ajbmeb-37	118	8	favorable	favorable	ADJ
ajbmeb-37	118	9	conditions	condition	NOUN
ajbmeb-37	118	10	.	.	PUNCT
ajbmeb-37	119	1	[	[	X
ajbmeb-37	119	2	19	19	NUM
ajbmeb-37	119	3	]	]	X
ajbmeb-37	119	4	the	the	DET
ajbmeb-37	119	5	impacts	impact	NOUN
ajbmeb-37	119	6	of	of	ADP
ajbmeb-37	119	7	ai	ai	VERB
ajbmeb-37	119	8	on	on	ADP
ajbmeb-37	119	9	macroeconomic	macroeconomic	ADJ
ajbmeb-37	119	10	1	1	NUM
ajbmeb-37	119	11	)	)	PUNCT
ajbmeb-37	119	12	the	the	DET
ajbmeb-37	119	13	impact	impact	NOUN
ajbmeb-37	119	14	of	of	ADP
ajbmeb-37	119	15	artificial	artificial	ADJ
ajbmeb-37	119	16	intelligence	intelligence	NOUN
ajbmeb-37	119	17	on	on	ADP
ajbmeb-37	119	18	economic	economic	ADJ
ajbmeb-37	119	19	growth	growth	NOUN
ajbmeb-37	119	20	:	:	PUNCT
ajbmeb-37	119	21	artificial	artificial	ADJ
ajbmeb-37	119	22	intelligence	intelligence	NOUN
ajbmeb-37	119	23	is	be	AUX
ajbmeb-37	119	24	mainly	mainly	ADV
ajbmeb-37	119	25	embodying	embody	VERB
ajbmeb-37	119	26	in	in	ADP
ajbmeb-37	119	27	the	the	DET
ajbmeb-37	119	28	automated	automate	VERB
ajbmeb-37	119	29	processing	processing	NOUN
ajbmeb-37	119	30	of	of	ADP
ajbmeb-37	119	31	“	"	PUNCT
ajbmeb-37	119	32	programmable	programmable	ADJ
ajbmeb-37	119	33	”	"	PUNCT
ajbmeb-37	119	34	work	work	NOUN
ajbmeb-37	119	35	,	,	PUNCT
ajbmeb-37	119	36	thereby	thereby	ADV
ajbmeb-37	119	37	by	by	ADP
ajbmeb-37	119	38	reducing	reduce	VERB
ajbmeb-37	119	39	labor	labor	NOUN
ajbmeb-37	119	40	costs	cost	NOUN
ajbmeb-37	119	41	and	and	CCONJ
ajbmeb-37	119	42	improving	improve	VERB
ajbmeb-37	119	43	production	production	NOUN
ajbmeb-37	119	44	efficiency	efficiency	NOUN
ajbmeb-37	119	45	in	in	ADP
ajbmeb-37	119	46	the	the	DET
ajbmeb-37	119	47	production	production	NOUN
ajbmeb-37	119	48	process	process	NOUN
ajbmeb-37	119	49	,	,	PUNCT
ajbmeb-37	119	50	it	it	PRON
ajbmeb-37	119	51	brings	bring	VERB
ajbmeb-37	119	52	the	the	DET
ajbmeb-37	119	53	profits	profit	NOUN
ajbmeb-37	119	54	.	.	PUNCT
ajbmeb-37	120	1	however	however	ADV
ajbmeb-37	120	2	,	,	PUNCT
ajbmeb-37	120	3	it	it	PRON
ajbmeb-37	120	4	will	will	AUX
ajbmeb-37	120	5	lead	lead	VERB
ajbmeb-37	120	6	to	to	AUX
ajbmeb-37	120	7	cost	cost	NOUN
ajbmeb-37	120	8	increase	increase	NOUN
ajbmeb-37	120	9	in	in	ADP
ajbmeb-37	120	10	non	non	ADJ
ajbmeb-37	120	11	-	-	ADJ
ajbmeb-37	120	12	automated	automated	ADJ
ajbmeb-37	120	13	sector	sector	NOUN
ajbmeb-37	120	14	,	,	PUNCT
ajbmeb-37	120	15	which	which	PRON
ajbmeb-37	120	16	will	will	AUX
ajbmeb-37	120	17	reduce	reduce	VERB
ajbmeb-37	120	18	the	the	DET
ajbmeb-37	120	19	share	share	NOUN
ajbmeb-37	120	20	of	of	ADP
ajbmeb-37	120	21	capital	capital	NOUN
ajbmeb-37	120	22	return	return	NOUN
ajbmeb-37	120	23	in	in	ADP
ajbmeb-37	120	24	the	the	DET
ajbmeb-37	120	25	economy	economy	NOUN
ajbmeb-37	120	26	.	.	PUNCT
ajbmeb-37	121	1	2	2	X
ajbmeb-37	121	2	)	)	PUNCT
ajbmeb-37	121	3	the	the	DET
ajbmeb-37	121	4	impact	impact	NOUN
ajbmeb-37	121	5	of	of	ADP
ajbmeb-37	121	6	artificial	artificial	ADJ
ajbmeb-37	121	7	intelligence	intelligence	NOUN
ajbmeb-37	121	8	on	on	ADP
ajbmeb-37	121	9	industrial	industrial	ADJ
ajbmeb-37	121	10	organization	organization	NOUN
ajbmeb-37	121	11	:	:	PUNCT
ajbmeb-37	121	12	the	the	DET
ajbmeb-37	121	13	first	first	ADJ
ajbmeb-37	121	14	channel	channel	NOUN
ajbmeb-37	121	15	is	be	AUX
ajbmeb-37	121	16	the	the	DET
ajbmeb-37	121	17	direct	direct	ADJ
ajbmeb-37	121	18	impact	impact	NOUN
ajbmeb-37	121	19	of	of	ADP
ajbmeb-37	121	20	technology	technology	NOUN
ajbmeb-37	121	21	,	,	PUNCT
ajbmeb-37	121	22	and	and	CCONJ
ajbmeb-37	121	23	second	second	ADJ
ajbmeb-37	121	24	channel	channel	NOUN
ajbmeb-37	121	25	is	be	AUX
ajbmeb-37	121	26	the	the	DET
ajbmeb-37	121	27	change	change	NOUN
ajbmeb-37	121	28	of	of	ADP
ajbmeb-37	121	29	enterprise	enterprise	NOUN
ajbmeb-37	121	30	structure	structure	NOUN
ajbmeb-37	121	31	caused	cause	VERB
ajbmeb-37	121	32	by	by	ADP
ajbmeb-37	121	33	technology	technology	NOUN
ajbmeb-37	121	34	.	.	PUNCT
ajbmeb-37	122	1	with	with	ADP
ajbmeb-37	122	2	the	the	DET
ajbmeb-37	122	3	development	development	NOUN
ajbmeb-37	122	4	of	of	ADP
ajbmeb-37	122	5	artificial	artificial	ADJ
ajbmeb-37	122	6	intelligence	intelligence	NOUN
ajbmeb-37	122	7	,	,	PUNCT
ajbmeb-37	122	8	the	the	DET
ajbmeb-37	122	9	trend	trend	NOUN
ajbmeb-37	122	10	of	of	ADP
ajbmeb-37	122	11	mergers	merger	NOUN
ajbmeb-37	122	12	and	and	CCONJ
ajbmeb-37	122	13	acquisitions	acquisition	NOUN
ajbmeb-37	122	14	of	of	ADP
ajbmeb-37	122	15	downstream	downstream	ADJ
ajbmeb-37	122	16	enterprises	enterprise	NOUN
ajbmeb-37	122	17	by	by	ADP
ajbmeb-37	122	18	the	the	DET
ajbmeb-37	122	19	large	large	ADJ
ajbmeb-37	122	20	platform	platform	NOUN
ajbmeb-37	122	21	enterprises	enterprise	NOUN
ajbmeb-37	122	22	will	will	AUX
ajbmeb-37	122	23	become	become	VERB
ajbmeb-37	122	24	more	more	ADV
ajbmeb-37	122	25	obvious	obvious	ADJ
ajbmeb-37	122	26	.	.	PUNCT
ajbmeb-37	123	1	large	large	ADJ
ajbmeb-37	123	2	-	-	PUNCT
ajbmeb-37	123	3	scale	scale	NOUN
ajbmeb-37	123	4	platform	platform	NOUN
ajbmeb-37	123	5	enterprises	enterprise	NOUN
ajbmeb-37	123	6	are	be	AUX
ajbmeb-37	123	7	not	not	PART
ajbmeb-37	123	8	competing	compete	VERB
ajbmeb-37	123	9	for	for	ADP
ajbmeb-37	123	10	direct	direct	ADJ
ajbmeb-37	123	11	market	market	NOUN
ajbmeb-37	123	12	profits	profit	NOUN
ajbmeb-37	123	13	and	and	CCONJ
ajbmeb-37	123	14	shares	share	NOUN
ajbmeb-37	123	15	,	,	PUNCT
ajbmeb-37	123	16	but	but	CCONJ
ajbmeb-37	123	17	the	the	DET
ajbmeb-37	123	18	data	data	NOUN
ajbmeb-37	123	19	resources	resource	NOUN
ajbmeb-37	123	20	of	of	ADP
ajbmeb-37	123	21	entire	entire	ADJ
ajbmeb-37	123	22	industry	industry	NOUN
ajbmeb-37	123	23	chain	chain	NOUN
ajbmeb-37	123	24	,	,	PUNCT
ajbmeb-37	123	25	so	so	SCONJ
ajbmeb-37	123	26	as	as	SCONJ
ajbmeb-37	123	27	to	to	PART
ajbmeb-37	123	28	better	well	ADV
ajbmeb-37	123	29	develop	develop	VERB
ajbmeb-37	123	30	artificial	artificial	ADJ
ajbmeb-37	123	31	intelligence	intelligence	NOUN
ajbmeb-37	123	32	.	.	PUNCT
ajbmeb-37	124	1	3	3	X
ajbmeb-37	124	2	)	)	PUNCT
ajbmeb-37	124	3	the	the	DET
ajbmeb-37	124	4	impact	impact	NOUN
ajbmeb-37	124	5	of	of	ADP
ajbmeb-37	124	6	artificial	artificial	ADJ
ajbmeb-37	124	7	intelligence	intelligence	NOUN
ajbmeb-37	124	8	on	on	ADP
ajbmeb-37	124	9	trade	trade	NOUN
ajbmeb-37	124	10	:	:	PUNCT
ajbmeb-37	124	11	since	since	SCONJ
ajbmeb-37	124	12	artificial	artificial	ADJ
ajbmeb-37	124	13	intelligence	intelligence	NOUN
ajbmeb-37	124	14	has	have	VERB
ajbmeb-37	124	15	significant	significant	ADJ
ajbmeb-37	124	16	impact	impact	NOUN
ajbmeb-37	124	17	on	on	ADP
ajbmeb-37	124	18	factor	factor	NOUN
ajbmeb-37	124	19	returns	return	NOUN
ajbmeb-37	124	20	,	,	PUNCT
ajbmeb-37	124	21	and	and	CCONJ
ajbmeb-37	124	22	changes	change	VERB
ajbmeb-37	124	23	the	the	DET
ajbmeb-37	124	24	relative	relative	ADJ
ajbmeb-37	124	25	returns	return	NOUN
ajbmeb-37	124	26	between	between	ADP
ajbmeb-37	124	27	different	different	ADJ
ajbmeb-37	124	28	elements	element	NOUN
ajbmeb-37	124	29	,	,	PUNCT
ajbmeb-37	124	30	so	so	SCONJ
ajbmeb-37	124	31	that	that	SCONJ
ajbmeb-37	124	32	the	the	DET
ajbmeb-37	124	33	dynamic	dynamic	ADJ
ajbmeb-37	124	34	advantages	advantage	NOUN
ajbmeb-37	124	35	of	of	ADP
ajbmeb-37	124	36	countries	country	NOUN
ajbmeb-37	124	37	change	change	VERB
ajbmeb-37	124	38	.	.	PUNCT
ajbmeb-37	125	1	high	high	ADJ
ajbmeb-37	125	2	-	-	PUNCT
ajbmeb-37	125	3	tech	tech	NOUN
ajbmeb-37	125	4	,	,	PUNCT
ajbmeb-37	125	5	high	high	ADJ
ajbmeb-37	125	6	-	-	PUNCT
ajbmeb-37	125	7	knowledge	knowledge	NOUN
ajbmeb-37	125	8	talents	talent	NOUN
ajbmeb-37	125	9	are	be	AUX
ajbmeb-37	125	10	vital	vital	ADJ
ajbmeb-37	125	11	factors	factor	NOUN
ajbmeb-37	125	12	in	in	ADP
ajbmeb-37	125	13	the	the	DET
ajbmeb-37	125	14	development	development	NOUN
ajbmeb-37	125	15	of	of	ADP
ajbmeb-37	125	16	artificial	artificial	ADJ
ajbmeb-37	125	17	intelligence	intelligence	NOUN
ajbmeb-37	125	18	,	,	PUNCT
ajbmeb-37	125	19	therefore	therefore	ADV
ajbmeb-37	125	20	,	,	PUNCT
ajbmeb-37	125	21	talents	talent	NOUN
ajbmeb-37	125	22	will	will	AUX
ajbmeb-37	125	23	become	become	VERB
ajbmeb-37	125	24	important	important	ADJ
ajbmeb-37	125	25	targets	target	NOUN
ajbmeb-37	125	26	of	of	ADP
ajbmeb-37	125	27	trade	trade	NOUN
ajbmeb-37	125	28	.	.	PUNCT
ajbmeb-37	126	1	4	4	X
ajbmeb-37	126	2	)	)	PUNCT
ajbmeb-37	126	3	the	the	DET
ajbmeb-37	126	4	impact	impact	NOUN
ajbmeb-37	126	5	of	of	ADP
ajbmeb-37	126	6	artificial	artificial	ADJ
ajbmeb-37	126	7	intelligence	intelligence	NOUN
ajbmeb-37	126	8	on	on	ADP
ajbmeb-37	126	9	gdp	gdp	PROPN
ajbmeb-37	126	10	:	:	PUNCT
ajbmeb-37	126	11	artificial	artificial	ADJ
ajbmeb-37	126	12	intelligence	intelligence	NOUN
ajbmeb-37	126	13	can	can	AUX
ajbmeb-37	126	14	play	play	VERB
ajbmeb-37	126	15	an	an	DET
ajbmeb-37	126	16	important	important	ADJ
ajbmeb-37	126	17	role	role	NOUN
ajbmeb-37	126	18	in	in	ADP
ajbmeb-37	126	19	ecommerce	ecommerce	NOUN
ajbmeb-37	126	20	recommendation	recommendation	NOUN
ajbmeb-37	126	21	system	system	NOUN
ajbmeb-37	126	22	,	,	PUNCT
ajbmeb-37	126	23	which	which	PRON
ajbmeb-37	126	24	could	could	AUX
ajbmeb-37	126	25	change	change	VERB
ajbmeb-37	126	26	people	people	NOUN
ajbmeb-37	126	27	’s	’s	PART
ajbmeb-37	126	28	consumption	consumption	NOUN
ajbmeb-37	126	29	habit	habit	NOUN
ajbmeb-37	126	30	and	and	CCONJ
ajbmeb-37	126	31	promoting	promote	VERB
ajbmeb-37	126	32	consumption	consumption	NOUN
ajbmeb-37	126	33	.	.	PUNCT
ajbmeb-37	127	1	it	it	PRON
ajbmeb-37	127	2	can	can	AUX
ajbmeb-37	127	3	satisfy	satisfy	VERB
ajbmeb-37	127	4	the	the	DET
ajbmeb-37	127	5	requirement	requirement	NOUN
ajbmeb-37	127	6	of	of	ADP
ajbmeb-37	127	7	stimulating	stimulate	VERB
ajbmeb-37	127	8	domestic	domestic	ADJ
ajbmeb-37	127	9	demand	demand	NOUN
ajbmeb-37	127	10	and	and	CCONJ
ajbmeb-37	127	11	become	become	VERB
ajbmeb-37	127	12	a	a	DET
ajbmeb-37	127	13	new	new	ADJ
ajbmeb-37	127	14	carriage	carriage	NOUN
ajbmeb-37	127	15	that	that	PRON
ajbmeb-37	127	16	drives	drive	VERB
ajbmeb-37	127	17	consumption	consumption	NOUN
ajbmeb-37	127	18	.	.	PUNCT
ajbmeb-37	128	1	5	5	X
ajbmeb-37	128	2	)	)	PUNCT
ajbmeb-37	128	3	the	the	DET
ajbmeb-37	128	4	impact	impact	NOUN
ajbmeb-37	128	5	of	of	ADP
ajbmeb-37	128	6	artificial	artificial	ADJ
ajbmeb-37	128	7	intelligence	intelligence	NOUN
ajbmeb-37	128	8	on	on	ADP
ajbmeb-37	128	9	public	public	ADJ
ajbmeb-37	128	10	policy	policy	NOUN
ajbmeb-37	128	11	:	:	PUNCT
ajbmeb-37	128	12	based	base	VERB
ajbmeb-37	128	13	on	on	ADP
ajbmeb-37	128	14	the	the	DET
ajbmeb-37	128	15	negative	negative	ADJ
ajbmeb-37	128	16	impact	impact	NOUN
ajbmeb-37	128	17	of	of	ADP
ajbmeb-37	128	18	artificial	artificial	ADJ
ajbmeb-37	128	19	intelligence	intelligence	NOUN
ajbmeb-37	128	20	on	on	ADP
ajbmeb-37	128	21	the	the	DET
ajbmeb-37	128	22	labor	labor	NOUN
ajbmeb-37	128	23	market	market	NOUN
ajbmeb-37	128	24	,	,	PUNCT
ajbmeb-37	128	25	the	the	DET
ajbmeb-37	128	26	government	government	NOUN
ajbmeb-37	128	27	should	should	AUX
ajbmeb-37	128	28	formulate	formulate	VERB
ajbmeb-37	128	29	targeted	target	VERB
ajbmeb-37	128	30	public	public	ADJ
ajbmeb-37	128	31	policies	policy	NOUN
ajbmeb-37	128	32	to	to	PART
ajbmeb-37	128	33	ensure	ensure	VERB
ajbmeb-37	128	34	that	that	SCONJ
ajbmeb-37	128	35	overall	overall	ADJ
ajbmeb-37	128	36	social	social	ADJ
ajbmeb-37	128	37	welfare	welfare	NOUN
ajbmeb-37	128	38	is	be	AUX
ajbmeb-37	128	39	not	not	PART
ajbmeb-37	128	40	impaired	impair	VERB
ajbmeb-37	128	41	and	and	CCONJ
ajbmeb-37	128	42	alleviate	alleviate	VERB
ajbmeb-37	128	43	the	the	DET
ajbmeb-37	128	44	pressure	pressure	NOUN
ajbmeb-37	128	45	caused	cause	VERB
ajbmeb-37	128	46	by	by	ADP
ajbmeb-37	128	47	income	income	NOUN
ajbmeb-37	128	48	inequality	inequality	NOUN
ajbmeb-37	128	49	,	,	PUNCT
ajbmeb-37	128	50	which	which	PRON
ajbmeb-37	128	51	could	could	AUX
ajbmeb-37	128	52	better	well	ADV
ajbmeb-37	128	53	enjoy	enjoy	VERB
ajbmeb-37	128	54	the	the	DET
ajbmeb-37	128	55	productivity	productivity	NOUN
ajbmeb-37	128	56	growth	growth	NOUN
ajbmeb-37	128	57	brought	bring	VERB
ajbmeb-37	128	58	by	by	ADP
ajbmeb-37	128	59	artificial	artificial	ADJ
ajbmeb-37	128	60	intelligence	intelligence	NOUN
ajbmeb-37	128	61	and	and	CCONJ
ajbmeb-37	128	62	the	the	DET
ajbmeb-37	128	63	economic	economic	ADJ
ajbmeb-37	128	64	growth	growth	NOUN
ajbmeb-37	128	65	by	by	ADP
ajbmeb-37	128	66	social	social	ADJ
ajbmeb-37	128	67	stability	stability	NOUN
ajbmeb-37	128	68	.	.	PUNCT
ajbmeb-37	129	1	6	6	X
ajbmeb-37	129	2	)	)	PUNCT
ajbmeb-37	129	3	the	the	DET
ajbmeb-37	129	4	impact	impact	NOUN
ajbmeb-37	129	5	of	of	ADP
ajbmeb-37	129	6	artificial	artificial	ADJ
ajbmeb-37	129	7	intelligence	intelligence	NOUN
ajbmeb-37	129	8	on	on	ADP
ajbmeb-37	129	9	macroeconomic	macroeconomic	ADJ
ajbmeb-37	129	10	research	research	NOUN
ajbmeb-37	129	11	methods	method	NOUN
ajbmeb-37	129	12	:	:	PUNCT
ajbmeb-37	129	13	traditional	traditional	ADJ
ajbmeb-37	129	14	economic	economic	ADJ
ajbmeb-37	129	15	research	research	NOUN
ajbmeb-37	129	16	methods	method	NOUN
ajbmeb-37	129	17	focus	focus	VERB
ajbmeb-37	129	18	on	on	ADP
ajbmeb-37	129	19	the	the	DET
ajbmeb-37	129	20	small	small	ADJ
ajbmeb-37	129	21	samples	sample	NOUN
ajbmeb-37	129	22	and	and	CCONJ
ajbmeb-37	129	23	low	low	ADJ
ajbmeb-37	129	24	-	-	PUNCT
ajbmeb-37	129	25	dimensional	dimensional	ADJ
ajbmeb-37	129	26	data	datum	NOUN
ajbmeb-37	129	27	,	,	PUNCT
ajbmeb-37	129	28	which	which	PRON
ajbmeb-37	129	29	make	make	VERB
ajbmeb-37	129	30	the	the	DET
ajbmeb-37	129	31	traditional	traditional	ADJ
ajbmeb-37	129	32	economic	economic	ADJ
ajbmeb-37	129	33	model	model	NOUN
ajbmeb-37	129	34	have	have	VERB
ajbmeb-37	129	35	certain	certain	ADJ
ajbmeb-37	129	36	limitations	limitation	NOUN
ajbmeb-37	129	37	.	.	PUNCT
ajbmeb-37	130	1	after	after	ADP
ajbmeb-37	130	2	applying	apply	VERB
ajbmeb-37	130	3	ai	ai	VERB
ajbmeb-37	130	4	in	in	ADP
ajbmeb-37	130	5	it	it	PRON
ajbmeb-37	130	6	,	,	PUNCT
ajbmeb-37	130	7	when	when	SCONJ
ajbmeb-37	130	8	researching	research	VERB
ajbmeb-37	130	9	new	new	ADJ
ajbmeb-37	130	10	economic	economic	ADJ
ajbmeb-37	130	11	american	american	ADJ
ajbmeb-37	130	12	journal	journal	PROPN
ajbmeb-37	130	13	of	of	ADP
ajbmeb-37	130	14	business	business	NOUN
ajbmeb-37	130	15	management	management	NOUN
ajbmeb-37	130	16	,	,	PUNCT
ajbmeb-37	130	17	economics	economic	NOUN
ajbmeb-37	130	18	and	and	CCONJ
ajbmeb-37	130	19	banking	banking	NOUN
ajbmeb-37	130	20	volume	volume	NOUN
ajbmeb-37	130	21	1	1	NUM
ajbmeb-37	130	22	,	,	PUNCT
ajbmeb-37	130	23	june	june	PROPN
ajbmeb-37	130	24	,	,	PUNCT
ajbmeb-37	130	25	2022	2022	NUM
ajbmeb-37	130	26	p	p	NOUN
ajbmeb-37	130	27	a	a	DET
ajbmeb-37	130	28	g	g	NOUN
ajbmeb-37	130	29	e	e	NOUN
ajbmeb-37	130	30	|	|	ADV
ajbmeb-37	130	31	62	62	NUM
ajbmeb-37	130	32	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	130	33	models	model	NOUN
ajbmeb-37	130	34	,	,	PUNCT
ajbmeb-37	130	35	it	it	PRON
ajbmeb-37	130	36	is	be	AUX
ajbmeb-37	130	37	possible	possible	ADJ
ajbmeb-37	130	38	to	to	PART
ajbmeb-37	130	39	use	use	VERB
ajbmeb-37	130	40	large	large	ADJ
ajbmeb-37	130	41	-	-	PUNCT
ajbmeb-37	130	42	sample	sample	NOUN
ajbmeb-37	130	43	,	,	PUNCT
ajbmeb-37	130	44	high	high	ADJ
ajbmeb-37	130	45	-	-	PUNCT
ajbmeb-37	130	46	dimensional	dimensional	ADJ
ajbmeb-37	130	47	data	datum	NOUN
ajbmeb-37	130	48	to	to	PART
ajbmeb-37	130	49	verify	verify	VERB
ajbmeb-37	130	50	.	.	PUNCT
ajbmeb-37	131	1	artificial	artificial	ADJ
ajbmeb-37	131	2	intelligence	intelligence	NOUN
ajbmeb-37	131	3	will	will	AUX
ajbmeb-37	131	4	greatly	greatly	ADV
ajbmeb-37	131	5	promote	promote	VERB
ajbmeb-37	131	6	the	the	DET
ajbmeb-37	131	7	development	development	NOUN
ajbmeb-37	131	8	of	of	ADP
ajbmeb-37	131	9	economics	economic	NOUN
ajbmeb-37	131	10	.	.	PUNCT
ajbmeb-37	132	1	general	general	ADJ
ajbmeb-37	132	2	benefits	benefit	NOUN
ajbmeb-37	132	3	for	for	ADP
ajbmeb-37	132	4	risk	risk	NOUN
ajbmeb-37	132	5	management	management	NOUN
ajbmeb-37	132	6	across	across	ADP
ajbmeb-37	132	7	industries	industry	NOUN
ajbmeb-37	132	8	,	,	PUNCT
ajbmeb-37	132	9	ai	ai	VERB
ajbmeb-37	132	10	is	be	AUX
ajbmeb-37	132	11	ever	ever	ADV
ajbmeb-37	132	12	more	more	ADV
ajbmeb-37	132	13	recognized	recognize	VERB
ajbmeb-37	132	14	for	for	ADP
ajbmeb-37	132	15	its	its	PRON
ajbmeb-37	132	16	potential	potential	NOUN
ajbmeb-37	132	17	.	.	PUNCT
ajbmeb-37	133	1	it	it	PRON
ajbmeb-37	133	2	will	will	AUX
ajbmeb-37	133	3	change	change	VERB
ajbmeb-37	133	4	people	people	NOUN
ajbmeb-37	133	5	’s	’s	PART
ajbmeb-37	133	6	day	day	NOUN
ajbmeb-37	133	7	-	-	PUNCT
ajbmeb-37	133	8	to	to	ADP
ajbmeb-37	133	9	-	-	PUNCT
ajbmeb-37	133	10	day	day	NOUN
ajbmeb-37	133	11	activities	activity	NOUN
ajbmeb-37	133	12	,	,	PUNCT
ajbmeb-37	133	13	including	include	VERB
ajbmeb-37	133	14	in	in	ADP
ajbmeb-37	133	15	risk	risk	NOUN
ajbmeb-37	133	16	and	and	CCONJ
ajbmeb-37	133	17	insurance	insurance	NOUN
ajbmeb-37	133	18	management	management	NOUN
ajbmeb-37	133	19	.	.	PUNCT
ajbmeb-37	134	1	insights	insight	NOUN
ajbmeb-37	134	2	,	,	PUNCT
ajbmeb-37	134	3	that	that	PRON
ajbmeb-37	134	4	now	now	ADV
ajbmeb-37	134	5	become	become	VERB
ajbmeb-37	134	6	visible	visible	ADJ
ajbmeb-37	134	7	only	only	ADV
ajbmeb-37	134	8	when	when	SCONJ
ajbmeb-37	134	9	losses	loss	NOUN
ajbmeb-37	134	10	occur	occur	VERB
ajbmeb-37	134	11	,	,	PUNCT
ajbmeb-37	134	12	can	can	AUX
ajbmeb-37	134	13	in	in	ADP
ajbmeb-37	134	14	future	future	ADJ
ajbmeb-37	134	15	emerge	emerge	VERB
ajbmeb-37	134	16	before	before	ADP
ajbmeb-37	134	17	then	then	ADV
ajbmeb-37	134	18	through	through	ADP
ajbmeb-37	134	19	learning	learn	VERB
ajbmeb-37	134	20	from	from	ADP
ajbmeb-37	134	21	large	large	ADJ
ajbmeb-37	134	22	volumes	volume	NOUN
ajbmeb-37	134	23	of	of	ADP
ajbmeb-37	134	24	historical	historical	ADJ
ajbmeb-37	134	25	data	datum	NOUN
ajbmeb-37	134	26	.	.	PUNCT
ajbmeb-37	135	1	for	for	ADP
ajbmeb-37	135	2	risk	risk	NOUN
ajbmeb-37	135	3	management	management	NOUN
ajbmeb-37	135	4	,	,	PUNCT
ajbmeb-37	135	5	key	key	ADJ
ajbmeb-37	135	6	benefits	benefit	NOUN
ajbmeb-37	135	7	will	will	AUX
ajbmeb-37	135	8	relate	relate	VERB
ajbmeb-37	135	9	to	to	ADP
ajbmeb-37	135	10	:	:	PUNCT
ajbmeb-37	135	11	•	•	NUM
ajbmeb-37	135	12	data	datum	NOUN
ajbmeb-37	135	13	processing	processing	NOUN
ajbmeb-37	135	14	:	:	PUNCT
ajbmeb-37	135	15	usage	usage	NOUN
ajbmeb-37	135	16	of	of	ADP
ajbmeb-37	135	17	not	not	PART
ajbmeb-37	135	18	only	only	ADV
ajbmeb-37	135	19	structured	structure	VERB
ajbmeb-37	135	20	but	but	CCONJ
ajbmeb-37	135	21	also	also	ADV
ajbmeb-37	135	22	unstructured	unstructured	ADJ
ajbmeb-37	135	23	data	datum	NOUN
ajbmeb-37	135	24	in	in	ADP
ajbmeb-37	135	25	massive	massive	ADJ
ajbmeb-37	135	26	amounts	amount	NOUN
ajbmeb-37	135	27	;	;	PUNCT
ajbmeb-37	135	28	combinations	combination	NOUN
ajbmeb-37	135	29	of	of	ADP
ajbmeb-37	135	30	datasets	dataset	NOUN
ajbmeb-37	135	31	and	and	CCONJ
ajbmeb-37	135	32	updating	update	VERB
ajbmeb-37	135	33	patterns	pattern	NOUN
ajbmeb-37	135	34	.	.	PUNCT
ajbmeb-37	136	1	•	•	NUM
ajbmeb-37	136	2	improving	improve	VERB
ajbmeb-37	136	3	efficiency	efficiency	NOUN
ajbmeb-37	136	4	:	:	PUNCT
ajbmeb-37	136	5	reducing	reduce	VERB
ajbmeb-37	136	6	cost	cost	NOUN
ajbmeb-37	136	7	by	by	ADP
ajbmeb-37	136	8	automating	automate	VERB
ajbmeb-37	136	9	day	day	NOUN
ajbmeb-37	136	10	-	-	PUNCT
ajbmeb-37	136	11	to	to	ADP
ajbmeb-37	136	12	-	-	PUNCT
ajbmeb-37	136	13	day	day	NOUN
ajbmeb-37	136	14	assistance	assistance	NOUN
ajbmeb-37	136	15	and	and	CCONJ
ajbmeb-37	136	16	guidance	guidance	NOUN
ajbmeb-37	136	17	in	in	ADP
ajbmeb-37	136	18	the	the	DET
ajbmeb-37	136	19	risk	risk	NOUN
ajbmeb-37	136	20	management	management	NOUN
ajbmeb-37	136	21	processes	process	NOUN
ajbmeb-37	136	22	.	.	PUNCT
ajbmeb-37	137	1	•	•	NUM
ajbmeb-37	137	2	real	real	ADJ
ajbmeb-37	137	3	-	-	PUNCT
ajbmeb-37	137	4	time	time	NOUN
ajbmeb-37	137	5	and	and	CCONJ
ajbmeb-37	137	6	predictive	predictive	ADJ
ajbmeb-37	137	7	:	:	PUNCT
ajbmeb-37	137	8	awareness	awareness	NOUN
ajbmeb-37	137	9	of	of	ADP
ajbmeb-37	137	10	new	new	ADJ
ajbmeb-37	137	11	exposures	exposure	NOUN
ajbmeb-37	137	12	,	,	PUNCT
ajbmeb-37	137	13	increasing	increase	VERB
ajbmeb-37	137	14	preventative	preventative	ADJ
ajbmeb-37	137	15	risk	risk	NOUN
ajbmeb-37	137	16	advices	advice	NOUN
ajbmeb-37	137	17	,	,	PUNCT
ajbmeb-37	137	18	faster	fast	ADJ
ajbmeb-37	137	19	response	response	NOUN
ajbmeb-37	137	20	time	time	NOUN
ajbmeb-37	137	21	in	in	ADP
ajbmeb-37	137	22	critical	critical	ADJ
ajbmeb-37	137	23	situations	situation	NOUN
ajbmeb-37	137	24	.	.	PUNCT
ajbmeb-37	138	1	•	•	NOUN
ajbmeb-37	138	2	business	business	NOUN
ajbmeb-37	138	3	decisions	decision	NOUN
ajbmeb-37	138	4	:	:	PUNCT
ajbmeb-37	138	5	better	well	ADJ
ajbmeb-37	138	6	decision	decision	NOUN
ajbmeb-37	138	7	-	-	PUNCT
ajbmeb-37	138	8	making	making	NOUN
ajbmeb-37	138	9	through	through	ADP
ajbmeb-37	138	10	greater	great	ADJ
ajbmeb-37	138	11	(	(	PUNCT
ajbmeb-37	138	12	predictive	predictive	ADJ
ajbmeb-37	138	13	)	)	PUNCT
ajbmeb-37	138	14	insights	insight	NOUN
ajbmeb-37	138	15	and	and	CCONJ
ajbmeb-37	138	16	visibility	visibility	NOUN
ajbmeb-37	138	17	of	of	ADP
ajbmeb-37	138	18	risk	risk	NOUN
ajbmeb-37	138	19	(	(	PUNCT
ajbmeb-37	138	20	also	also	ADV
ajbmeb-37	138	21	for	for	ADP
ajbmeb-37	138	22	top	top	ADJ
ajbmeb-37	138	23	management	management	NOUN
ajbmeb-37	138	24	)	)	PUNCT
ajbmeb-37	138	25	.	.	PUNCT
ajbmeb-37	139	1	•	•	NUM
ajbmeb-37	139	2	ai	ai	VERB
ajbmeb-37	139	3	action	action	NOUN
ajbmeb-37	139	4	guide	guide	NOUN
ajbmeb-37	139	5	for	for	ADP
ajbmeb-37	139	6	risk	risk	NOUN
ajbmeb-37	139	7	managers	manager	NOUN
ajbmeb-37	139	8	this	this	DET
ajbmeb-37	139	9	“	"	PUNCT
ajbmeb-37	139	10	ai	ai	PROPN
ajbmeb-37	139	11	action	action	NOUN
ajbmeb-37	139	12	guide	guide	NOUN
ajbmeb-37	139	13	for	for	ADP
ajbmeb-37	139	14	risk	risk	NOUN
ajbmeb-37	139	15	managers	manager	NOUN
ajbmeb-37	139	16	”	"	PUNCT
ajbmeb-37	139	17	has	have	AUX
ajbmeb-37	139	18	been	be	AUX
ajbmeb-37	139	19	developed	develop	VERB
ajbmeb-37	139	20	to	to	PART
ajbmeb-37	139	21	support	support	VERB
ajbmeb-37	139	22	the	the	DET
ajbmeb-37	139	23	risk	risk	NOUN
ajbmeb-37	139	24	manager	manager	NOUN
ajbmeb-37	139	25	in	in	ADP
ajbmeb-37	139	26	identifying	identify	VERB
ajbmeb-37	139	27	key	key	ADJ
ajbmeb-37	139	28	areas	area	NOUN
ajbmeb-37	139	29	to	to	PART
ajbmeb-37	139	30	apply	apply	VERB
ajbmeb-37	139	31	ai	ai	PROPN
ajbmeb-37	139	32	methods	method	NOUN
ajbmeb-37	139	33	.	.	PUNCT
ajbmeb-37	140	1	risk	risk	NOUN
ajbmeb-37	140	2	managers	manager	NOUN
ajbmeb-37	140	3	can	can	AUX
ajbmeb-37	140	4	use	use	VERB
ajbmeb-37	140	5	this	this	DET
ajbmeb-37	140	6	matrix	matrix	NOUN
ajbmeb-37	140	7	according	accord	VERB
ajbmeb-37	140	8	to	to	ADP
ajbmeb-37	140	9	their	their	PRON
ajbmeb-37	140	10	organization	organization	NOUN
ajbmeb-37	140	11	’s	’s	PART
ajbmeb-37	140	12	specific	specific	ADJ
ajbmeb-37	140	13	requirements	requirement	NOUN
ajbmeb-37	140	14	and	and	CCONJ
ajbmeb-37	140	15	areas	area	NOUN
ajbmeb-37	140	16	of	of	ADP
ajbmeb-37	140	17	benefit	benefit	NOUN
ajbmeb-37	140	18	,	,	PUNCT
ajbmeb-37	140	19	especially	especially	ADV
ajbmeb-37	140	20	according	accord	VERB
ajbmeb-37	140	21	to	to	ADP
ajbmeb-37	140	22	the	the	DET
ajbmeb-37	140	23	available	available	ADJ
ajbmeb-37	140	24	data	datum	NOUN
ajbmeb-37	140	25	,	,	PUNCT
ajbmeb-37	140	26	the	the	DET
ajbmeb-37	140	27	risk	risk	NOUN
ajbmeb-37	140	28	management	management	NOUN
ajbmeb-37	140	29	steps	step	NOUN
ajbmeb-37	140	30	to	to	PART
ajbmeb-37	140	31	be	be	AUX
ajbmeb-37	140	32	improved	improve	VERB
ajbmeb-37	140	33	,	,	PUNCT
ajbmeb-37	140	34	claims	claim	NOUN
ajbmeb-37	140	35	occurring	occur	VERB
ajbmeb-37	140	36	,	,	PUNCT
ajbmeb-37	140	37	and	and	CCONJ
ajbmeb-37	140	38	lines	line	NOUN
ajbmeb-37	140	39	of	of	ADP
ajbmeb-37	140	40	business	business	NOUN
ajbmeb-37	140	41	and	and	CCONJ
ajbmeb-37	140	42	total	total	ADJ
ajbmeb-37	140	43	cost	cost	NOUN
ajbmeb-37	140	44	of	of	ADP
ajbmeb-37	140	45	risk	risk	NOUN
ajbmeb-37	140	46	(	(	PUNCT
ajbmeb-37	140	47	tcor	tcor	NOUN
ajbmeb-37	140	48	)	)	PUNCT
ajbmeb-37	140	49	.	.	PUNCT
ajbmeb-37	141	1	relevant	relevant	ADJ
ajbmeb-37	141	2	competences	competence	NOUN
ajbmeb-37	141	3	for	for	ADP
ajbmeb-37	141	4	the	the	DET
ajbmeb-37	141	5	risk	risk	NOUN
ajbmeb-37	141	6	manager	manager	NOUN
ajbmeb-37	141	7	of	of	ADP
ajbmeb-37	141	8	tomorrow	tomorrow	NOUN
ajbmeb-37	141	9	faced	face	VERB
ajbmeb-37	141	10	with	with	ADP
ajbmeb-37	141	11	the	the	DET
ajbmeb-37	141	12	progress	progress	NOUN
ajbmeb-37	141	13	of	of	ADP
ajbmeb-37	141	14	ai	ai	NOUN
ajbmeb-37	141	15	,	,	PUNCT
ajbmeb-37	141	16	risk	risk	NOUN
ajbmeb-37	141	17	managers	manager	NOUN
ajbmeb-37	141	18	need	need	VERB
ajbmeb-37	141	19	to	to	PART
ajbmeb-37	141	20	position	position	VERB
ajbmeb-37	141	21	themselves	themselves	PRON
ajbmeb-37	141	22	as	as	ADP
ajbmeb-37	141	23	value	value	NOUN
ajbmeb-37	141	24	drivers	driver	NOUN
ajbmeb-37	141	25	within	within	ADP
ajbmeb-37	141	26	the	the	DET
ajbmeb-37	141	27	organization	organization	NOUN
ajbmeb-37	141	28	and	and	CCONJ
ajbmeb-37	141	29	as	as	SCONJ
ajbmeb-37	141	30	ai	ai	VERB
ajbmeb-37	141	31	risk	risk	NOUN
ajbmeb-37	141	32	advisers	adviser	NOUN
ajbmeb-37	141	33	to	to	ADP
ajbmeb-37	141	34	senior	senior	ADJ
ajbmeb-37	141	35	management	management	NOUN
ajbmeb-37	141	36	and	and	CCONJ
ajbmeb-37	141	37	the	the	DET
ajbmeb-37	141	38	board	board	NOUN
ajbmeb-37	141	39	.	.	PUNCT
ajbmeb-37	142	1	the	the	DET
ajbmeb-37	142	2	risk	risk	NOUN
ajbmeb-37	142	3	manager	manager	NOUN
ajbmeb-37	142	4	will	will	AUX
ajbmeb-37	142	5	not	not	PART
ajbmeb-37	142	6	usually	usually	ADV
ajbmeb-37	142	7	be	be	AUX
ajbmeb-37	142	8	a	a	DET
ajbmeb-37	142	9	technical	technical	ADJ
ajbmeb-37	142	10	subject	subject	NOUN
ajbmeb-37	142	11	expert	expert	NOUN
ajbmeb-37	142	12	.	.	PUNCT
ajbmeb-37	143	1	he	he	PRON
ajbmeb-37	143	2	or	or	CCONJ
ajbmeb-37	143	3	she	she	PRON
ajbmeb-37	143	4	will	will	AUX
ajbmeb-37	143	5	add	add	VERB
ajbmeb-37	143	6	value	value	NOUN
ajbmeb-37	143	7	from	from	ADP
ajbmeb-37	143	8	a	a	DET
ajbmeb-37	143	9	combination	combination	NOUN
ajbmeb-37	143	10	of	of	ADP
ajbmeb-37	143	11	risk	risk	NOUN
ajbmeb-37	143	12	management	management	NOUN
ajbmeb-37	143	13	skills	skill	NOUN
ajbmeb-37	143	14	,	,	PUNCT
ajbmeb-37	143	15	knowledge	knowledge	NOUN
ajbmeb-37	143	16	of	of	ADP
ajbmeb-37	143	17	the	the	DET
ajbmeb-37	143	18	organization	organization	NOUN
ajbmeb-37	143	19	and	and	CCONJ
ajbmeb-37	143	20	a	a	DET
ajbmeb-37	143	21	level	level	NOUN
ajbmeb-37	143	22	of	of	ADP
ajbmeb-37	143	23	broad	broad	ADJ
ajbmeb-37	143	24	digital	digital	ADJ
ajbmeb-37	143	25	understanding	understanding	NOUN
ajbmeb-37	143	26	.	.	PUNCT
ajbmeb-37	144	1	the	the	DET
ajbmeb-37	144	2	current	current	ADJ
ajbmeb-37	144	3	risk	risk	NOUN
ajbmeb-37	144	4	management	management	NOUN
ajbmeb-37	144	5	skills	skill	NOUN
ajbmeb-37	144	6	–	–	PUNCT
ajbmeb-37	144	7	a	a	DET
ajbmeb-37	144	8	thorough	thorough	ADJ
ajbmeb-37	144	9	understanding	understanding	NOUN
ajbmeb-37	144	10	of	of	ADP
ajbmeb-37	144	11	a	a	DET
ajbmeb-37	144	12	wide	wide	ADJ
ajbmeb-37	144	13	range	range	NOUN
ajbmeb-37	144	14	of	of	ADP
ajbmeb-37	144	15	risk	risk	NOUN
ajbmeb-37	144	16	management	management	NOUN
ajbmeb-37	144	17	techniques	technique	NOUN
ajbmeb-37	144	18	,	,	PUNCT
ajbmeb-37	144	19	people	people	NOUN
ajbmeb-37	144	20	management	management	NOUN
ajbmeb-37	144	21	and	and	CCONJ
ajbmeb-37	144	22	communication	communication	NOUN
ajbmeb-37	144	23	skills	skill	NOUN
ajbmeb-37	144	24	–	–	PUNCT
ajbmeb-37	144	25	remain	remain	VERB
ajbmeb-37	144	26	essential	essential	ADJ
ajbmeb-37	144	27	.	.	PUNCT
ajbmeb-37	145	1	the	the	DET
ajbmeb-37	145	2	risk	risk	NOUN
ajbmeb-37	145	3	manager	manager	NOUN
ajbmeb-37	145	4	will	will	AUX
ajbmeb-37	145	5	also	also	ADV
ajbmeb-37	145	6	need	need	VERB
ajbmeb-37	145	7	a	a	DET
ajbmeb-37	145	8	minimum	minimum	ADJ
ajbmeb-37	145	9	level	level	NOUN
ajbmeb-37	145	10	of	of	ADP
ajbmeb-37	145	11	digital	digital	ADJ
ajbmeb-37	145	12	knowledge	knowledge	NOUN
ajbmeb-37	145	13	,	,	PUNCT
ajbmeb-37	145	14	which	which	PRON
ajbmeb-37	145	15	will	will	AUX
ajbmeb-37	145	16	require	require	VERB
ajbmeb-37	145	17	continuing	continue	VERB
ajbmeb-37	145	18	updating	updating	NOUN
ajbmeb-37	145	19	.	.	PUNCT
ajbmeb-37	146	1	traditional	traditional	ADJ
ajbmeb-37	146	2	costing	costing	NOUN
ajbmeb-37	146	3	model	model	NOUN
ajbmeb-37	146	4	1	1	NUM
ajbmeb-37	146	5	.	.	PUNCT
ajbmeb-37	147	1	the	the	DET
ajbmeb-37	147	2	analog	analog	NOUN
ajbmeb-37	147	3	method	method	NOUN
ajbmeb-37	147	4	this	this	DET
ajbmeb-37	147	5	method	method	NOUN
ajbmeb-37	147	6	estimates	estimate	VERB
ajbmeb-37	147	7	the	the	DET
ajbmeb-37	147	8	cost	cost	NOUN
ajbmeb-37	147	9	of	of	ADP
ajbmeb-37	147	10	a	a	DET
ajbmeb-37	147	11	new	new	ADJ
ajbmeb-37	147	12	product	product	NOUN
ajbmeb-37	147	13	by	by	ADP
ajbmeb-37	147	14	comparison	comparison	NOUN
ajbmeb-37	147	15	with	with	ADP
ajbmeb-37	147	16	similar	similar	ADJ
ajbmeb-37	147	17	products	product	NOUN
ajbmeb-37	147	18	produced	produce	VERB
ajbmeb-37	147	19	or	or	CCONJ
ajbmeb-37	147	20	purchased	purchase	VERB
ajbmeb-37	147	21	in	in	ADP
ajbmeb-37	147	22	the	the	DET
ajbmeb-37	147	23	past	past	NOUN
ajbmeb-37	147	24	.	.	PUNCT
ajbmeb-37	148	1	this	this	DET
ajbmeb-37	148	2	method	method	NOUN
ajbmeb-37	148	3	is	be	AUX
ajbmeb-37	148	4	unreliable	unreliable	ADJ
ajbmeb-37	148	5	,	,	PUNCT
ajbmeb-37	148	6	but	but	CCONJ
ajbmeb-37	148	7	can	can	AUX
ajbmeb-37	148	8	be	be	AUX
ajbmeb-37	148	9	used	use	VERB
ajbmeb-37	148	10	in	in	ADP
ajbmeb-37	148	11	extremely	extremely	ADV
ajbmeb-37	148	12	upstream	upstream	ADJ
ajbmeb-37	148	13	phases	phase	NOUN
ajbmeb-37	148	14	(	(	PUNCT
ajbmeb-37	148	15	feasibility	feasibility	NOUN
ajbmeb-37	148	16	study	study	NOUN
ajbmeb-37	148	17	)	)	PUNCT
ajbmeb-37	148	18	when	when	SCONJ
ajbmeb-37	148	19	the	the	DET
ajbmeb-37	148	20	characteristics	characteristic	NOUN
ajbmeb-37	148	21	of	of	ADP
ajbmeb-37	148	22	the	the	DET
ajbmeb-37	148	23	project	project	NOUN
ajbmeb-37	148	24	or	or	CCONJ
ajbmeb-37	148	25	service	service	NOUN
ajbmeb-37	148	26	are	be	AUX
ajbmeb-37	148	27	not	not	PART
ajbmeb-37	148	28	yet	yet	ADV
ajbmeb-37	148	29	known	know	VERB
ajbmeb-37	148	30	.	.	PUNCT
ajbmeb-37	149	1	we	we	PRON
ajbmeb-37	149	2	will	will	AUX
ajbmeb-37	149	3	not	not	PART
ajbmeb-37	149	4	dwell	dwell	VERB
ajbmeb-37	149	5	on	on	ADP
ajbmeb-37	149	6	this	this	DET
ajbmeb-37	149	7	type	type	NOUN
ajbmeb-37	149	8	of	of	ADP
ajbmeb-37	149	9	basic	basic	ADJ
ajbmeb-37	149	10	estimate	estimate	NOUN
ajbmeb-37	149	11	in	in	ADP
ajbmeb-37	149	12	this	this	DET
ajbmeb-37	149	13	article	article	NOUN
ajbmeb-37	149	14	.	.	PUNCT
ajbmeb-37	150	1	2	2	X
ajbmeb-37	150	2	.	.	X
ajbmeb-37	150	3	the	the	DET
ajbmeb-37	150	4	analytical	analytical	ADJ
ajbmeb-37	150	5	method	method	NOUN
ajbmeb-37	150	6	it	it	PRON
ajbmeb-37	150	7	estimates	estimate	VERB
ajbmeb-37	150	8	the	the	DET
ajbmeb-37	150	9	cost	cost	NOUN
ajbmeb-37	150	10	of	of	ADP
ajbmeb-37	150	11	a	a	DET
ajbmeb-37	150	12	product	product	NOUN
ajbmeb-37	150	13	by	by	ADP
ajbmeb-37	150	14	modeling	model	VERB
ajbmeb-37	150	15	the	the	DET
ajbmeb-37	150	16	industrial	industrial	ADJ
ajbmeb-37	150	17	production	production	NOUN
ajbmeb-37	150	18	process	process	NOUN
ajbmeb-37	150	19	.	.	PUNCT
ajbmeb-37	151	1	this	this	DET
ajbmeb-37	151	2	method	method	NOUN
ajbmeb-37	151	3	is	be	AUX
ajbmeb-37	151	4	based	base	VERB
ajbmeb-37	151	5	on	on	ADP
ajbmeb-37	151	6	the	the	DET
ajbmeb-37	151	7	cost	cost	NOUN
ajbmeb-37	151	8	structure	structure	NOUN
ajbmeb-37	151	9	of	of	ADP
ajbmeb-37	151	10	the	the	DET
ajbmeb-37	151	11	product	product	NOUN
ajbmeb-37	151	12	,	,	PUNCT
ajbmeb-37	151	13	of	of	ADP
ajbmeb-37	151	14	which	which	PRON
ajbmeb-37	151	15	it	it	PRON
ajbmeb-37	151	16	estimates	estimate	VERB
ajbmeb-37	151	17	each	each	DET
ajbmeb-37	151	18	intermediate	intermediate	ADJ
ajbmeb-37	151	19	element	element	NOUN
ajbmeb-37	151	20	on	on	ADP
ajbmeb-37	151	21	the	the	DET
ajbmeb-37	151	22	basis	basis	NOUN
ajbmeb-37	151	23	of	of	ADP
ajbmeb-37	151	24	the	the	DET
ajbmeb-37	151	25	american	american	PROPN
ajbmeb-37	151	26	journal	journal	PROPN
ajbmeb-37	151	27	of	of	ADP
ajbmeb-37	151	28	business	business	NOUN
ajbmeb-37	151	29	management	management	NOUN
ajbmeb-37	151	30	,	,	PUNCT
ajbmeb-37	151	31	economics	economic	NOUN
ajbmeb-37	151	32	and	and	CCONJ
ajbmeb-37	151	33	banking	banking	NOUN
ajbmeb-37	151	34	volume	volume	NOUN
ajbmeb-37	151	35	1	1	NUM
ajbmeb-37	151	36	,	,	PUNCT
ajbmeb-37	151	37	june	june	PROPN
ajbmeb-37	151	38	,	,	PUNCT
ajbmeb-37	151	39	2022	2022	NUM
ajbmeb-37	151	40	p	p	NOUN
ajbmeb-37	151	41	a	a	DET
ajbmeb-37	151	42	g	g	NOUN
ajbmeb-37	151	43	e	e	NOUN
ajbmeb-37	151	44	|	|	ADV
ajbmeb-37	151	45	63	63	NUM
ajbmeb-37	151	46	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	151	47	materials	material	NOUN
ajbmeb-37	151	48	&	&	CCONJ
ajbmeb-37	151	49	components	component	NOUN
ajbmeb-37	151	50	involved	involve	VERB
ajbmeb-37	151	51	,	,	PUNCT
ajbmeb-37	151	52	the	the	DET
ajbmeb-37	151	53	process	process	NOUN
ajbmeb-37	151	54	costs	cost	NOUN
ajbmeb-37	151	55	(	(	PUNCT
ajbmeb-37	151	56	machine	machine	NOUN
ajbmeb-37	151	57	and	and	CCONJ
ajbmeb-37	151	58	labor	labor	NOUN
ajbmeb-37	151	59	)	)	PUNCT
ajbmeb-37	151	60	,	,	PUNCT
ajbmeb-37	151	61	as	as	ADV
ajbmeb-37	151	62	well	well	ADV
ajbmeb-37	151	63	as	as	ADP
ajbmeb-37	151	64	the	the	DET
ajbmeb-37	151	65	additional	additional	ADJ
ajbmeb-37	151	66	structural	structural	ADJ
ajbmeb-37	151	67	costs	cost	NOUN
ajbmeb-37	151	68	.	.	PUNCT
ajbmeb-37	152	1	3	3	X
ajbmeb-37	152	2	.	.	X
ajbmeb-37	152	3	the	the	DET
ajbmeb-37	152	4	parametric	parametric	ADJ
ajbmeb-37	152	5	method	method	NOUN
ajbmeb-37	152	6	this	this	DET
ajbmeb-37	152	7	method	method	NOUN
ajbmeb-37	152	8	estimates	estimate	VERB
ajbmeb-37	152	9	the	the	DET
ajbmeb-37	152	10	cost	cost	NOUN
ajbmeb-37	152	11	of	of	ADP
ajbmeb-37	152	12	a	a	DET
ajbmeb-37	152	13	product	product	NOUN
ajbmeb-37	152	14	or	or	CCONJ
ajbmeb-37	152	15	service	service	NOUN
ajbmeb-37	152	16	by	by	ADP
ajbmeb-37	152	17	statistical	statistical	ADJ
ajbmeb-37	152	18	modeling	modeling	NOUN
ajbmeb-37	152	19	.	.	PUNCT
ajbmeb-37	153	1	this	this	DET
ajbmeb-37	153	2	method	method	NOUN
ajbmeb-37	153	3	uses	use	VERB
ajbmeb-37	153	4	the	the	DET
ajbmeb-37	153	5	histories	history	NOUN
ajbmeb-37	153	6	of	of	ADP
ajbmeb-37	153	7	similar	similar	ADJ
ajbmeb-37	153	8	products	product	NOUN
ajbmeb-37	153	9	or	or	CCONJ
ajbmeb-37	153	10	services	service	NOUN
ajbmeb-37	153	11	to	to	PART
ajbmeb-37	153	12	define	define	VERB
ajbmeb-37	153	13	equations	equation	NOUN
ajbmeb-37	153	14	or	or	CCONJ
ajbmeb-37	153	15	statistical	statistical	ADJ
ajbmeb-37	153	16	laws	law	NOUN
ajbmeb-37	153	17	which	which	PRON
ajbmeb-37	153	18	make	make	VERB
ajbmeb-37	153	19	it	it	PRON
ajbmeb-37	153	20	possible	possible	ADJ
ajbmeb-37	153	21	to	to	PART
ajbmeb-37	153	22	model	model	VERB
ajbmeb-37	153	23	the	the	DET
ajbmeb-37	153	24	evolution	evolution	NOUN
ajbmeb-37	153	25	of	of	ADP
ajbmeb-37	153	26	the	the	DET
ajbmeb-37	153	27	cost	cost	NOUN
ajbmeb-37	153	28	as	as	ADP
ajbmeb-37	153	29	a	a	DET
ajbmeb-37	153	30	function	function	NOUN
ajbmeb-37	153	31	of	of	ADP
ajbmeb-37	153	32	certain	certain	ADJ
ajbmeb-37	153	33	parameters	parameter	NOUN
ajbmeb-37	153	34	known	know	VERB
ajbmeb-37	153	35	as	as	ADP
ajbmeb-37	153	36	“	"	PUNCT
ajbmeb-37	153	37	cost	cost	NOUN
ajbmeb-37	153	38	drivers	driver	NOUN
ajbmeb-37	153	39	”	"	PUNCT
ajbmeb-37	153	40	.	.	PUNCT
ajbmeb-37	154	1	4	4	X
ajbmeb-37	154	2	.	.	NOUN
ajbmeb-37	154	3	results	result	VERB
ajbmeb-37	154	4	the	the	DET
ajbmeb-37	154	5	statistical	statistical	ADJ
ajbmeb-37	154	6	method	method	NOUN
ajbmeb-37	154	7	,	,	PUNCT
ajbmeb-37	154	8	which	which	PRON
ajbmeb-37	154	9	is	be	AUX
ajbmeb-37	154	10	more	more	ADV
ajbmeb-37	154	11	consistent	consistent	ADJ
ajbmeb-37	154	12	because	because	SCONJ
ajbmeb-37	154	13	it	it	PRON
ajbmeb-37	154	14	is	be	AUX
ajbmeb-37	154	15	based	base	VERB
ajbmeb-37	154	16	on	on	ADP
ajbmeb-37	154	17	the	the	DET
ajbmeb-37	154	18	observation	observation	NOUN
ajbmeb-37	154	19	of	of	ADP
ajbmeb-37	154	20	real	real	ADJ
ajbmeb-37	154	21	data	datum	NOUN
ajbmeb-37	154	22	,	,	PUNCT
ajbmeb-37	154	23	makes	make	VERB
ajbmeb-37	154	24	it	it	PRON
ajbmeb-37	154	25	possible	possible	ADJ
ajbmeb-37	154	26	to	to	PART
ajbmeb-37	154	27	obtain	obtain	VERB
ajbmeb-37	154	28	a	a	DET
ajbmeb-37	154	29	rapid	rapid	ADJ
ajbmeb-37	154	30	and	and	CCONJ
ajbmeb-37	154	31	precise	precise	ADJ
ajbmeb-37	154	32	assessment	assessment	NOUN
ajbmeb-37	154	33	in	in	ADP
ajbmeb-37	154	34	order	order	NOUN
ajbmeb-37	154	35	to	to	PART
ajbmeb-37	154	36	make	make	VERB
ajbmeb-37	154	37	the	the	DET
ajbmeb-37	154	38	right	right	ADJ
ajbmeb-37	154	39	decisions	decision	NOUN
ajbmeb-37	154	40	in	in	ADP
ajbmeb-37	154	41	the	the	DET
ajbmeb-37	154	42	product	product	NOUN
ajbmeb-37	154	43	design	design	NOUN
ajbmeb-37	154	44	or	or	CCONJ
ajbmeb-37	154	45	redesign	redesign	NOUN
ajbmeb-37	154	46	processes	process	NOUN
ajbmeb-37	154	47	.	.	PUNCT
ajbmeb-37	155	1	simple	simple	ADJ
ajbmeb-37	155	2	to	to	PART
ajbmeb-37	155	3	implement	implement	VERB
ajbmeb-37	155	4	,	,	PUNCT
ajbmeb-37	155	5	it	it	PRON
ajbmeb-37	155	6	allows	allow	VERB
ajbmeb-37	155	7	a	a	DET
ajbmeb-37	155	8	large	large	ADJ
ajbmeb-37	155	9	number	number	NOUN
ajbmeb-37	155	10	of	of	ADP
ajbmeb-37	155	11	families	family	NOUN
ajbmeb-37	155	12	of	of	ADP
ajbmeb-37	155	13	products	product	NOUN
ajbmeb-37	155	14	and	and	CCONJ
ajbmeb-37	155	15	services	service	NOUN
ajbmeb-37	155	16	to	to	PART
ajbmeb-37	155	17	be	be	AUX
ajbmeb-37	155	18	modeled	model	VERB
ajbmeb-37	155	19	in	in	ADP
ajbmeb-37	155	20	a	a	DET
ajbmeb-37	155	21	non	non	ADJ
ajbmeb-37	155	22	-	-	ADJ
ajbmeb-37	155	23	intrusive	intrusive	ADJ
ajbmeb-37	155	24	manner	manner	NOUN
ajbmeb-37	155	25	and	and	CCONJ
ajbmeb-37	155	26	without	without	ADP
ajbmeb-37	155	27	the	the	DET
ajbmeb-37	155	28	need	need	NOUN
ajbmeb-37	155	29	to	to	PART
ajbmeb-37	155	30	acquire	acquire	VERB
ajbmeb-37	155	31	advanced	advanced	ADJ
ajbmeb-37	155	32	technological	technological	ADJ
ajbmeb-37	155	33	expertise	expertise	NOUN
ajbmeb-37	155	34	.	.	PUNCT
ajbmeb-37	156	1	the	the	DET
ajbmeb-37	156	2	analytical	analytical	ADJ
ajbmeb-37	156	3	method	method	NOUN
ajbmeb-37	156	4	makes	make	VERB
ajbmeb-37	156	5	it	it	PRON
ajbmeb-37	156	6	possible	possible	ADJ
ajbmeb-37	156	7	to	to	PART
ajbmeb-37	156	8	obtain	obtain	VERB
ajbmeb-37	156	9	an	an	DET
ajbmeb-37	156	10	estimate	estimate	NOUN
ajbmeb-37	156	11	precisely	precisely	ADV
ajbmeb-37	156	12	reflecting	reflect	VERB
ajbmeb-37	156	13	the	the	DET
ajbmeb-37	156	14	reality	reality	NOUN
ajbmeb-37	156	15	(	(	PUNCT
ajbmeb-37	156	16	or	or	CCONJ
ajbmeb-37	156	17	the	the	DET
ajbmeb-37	156	18	simulation	simulation	NOUN
ajbmeb-37	156	19	)	)	PUNCT
ajbmeb-37	156	20	of	of	ADP
ajbmeb-37	156	21	a	a	DET
ajbmeb-37	156	22	manufacturing	manufacturing	NOUN
ajbmeb-37	156	23	process	process	NOUN
ajbmeb-37	156	24	.	.	PUNCT
ajbmeb-37	157	1	more	more	ADV
ajbmeb-37	157	2	tedious	tedious	ADJ
ajbmeb-37	157	3	to	to	PART
ajbmeb-37	157	4	implement	implement	VERB
ajbmeb-37	157	5	,	,	PUNCT
ajbmeb-37	157	6	it	it	PRON
ajbmeb-37	157	7	does	do	AUX
ajbmeb-37	157	8	,	,	PUNCT
ajbmeb-37	157	9	however	however	ADV
ajbmeb-37	157	10	,	,	PUNCT
ajbmeb-37	157	11	make	make	VERB
ajbmeb-37	157	12	it	it	PRON
ajbmeb-37	157	13	possible	possible	ADJ
ajbmeb-37	157	14	to	to	PART
ajbmeb-37	157	15	define	define	VERB
ajbmeb-37	157	16	cost	cost	NOUN
ajbmeb-37	157	17	targets	target	NOUN
ajbmeb-37	157	18	to	to	PART
ajbmeb-37	157	19	be	be	AUX
ajbmeb-37	157	20	reached	reach	VERB
ajbmeb-37	157	21	with	with	ADP
ajbmeb-37	157	22	explanatory	explanatory	ADJ
ajbmeb-37	157	23	factors	factor	NOUN
ajbmeb-37	157	24	based	base	VERB
ajbmeb-37	157	25	on	on	ADP
ajbmeb-37	157	26	the	the	DET
ajbmeb-37	157	27	observed	observe	VERB
ajbmeb-37	157	28	industrial	industrial	ADJ
ajbmeb-37	157	29	parameters	parameter	NOUN
ajbmeb-37	157	30	and	and	CCONJ
ajbmeb-37	157	31	benchmarks	benchmark	NOUN
ajbmeb-37	157	32	.	.	PUNCT
ajbmeb-37	158	1	in	in	ADP
ajbmeb-37	158	2	this	this	DET
ajbmeb-37	158	3	sense	sense	NOUN
ajbmeb-37	158	4	,	,	PUNCT
ajbmeb-37	158	5	it	it	PRON
ajbmeb-37	158	6	is	be	AUX
ajbmeb-37	158	7	more	more	ADV
ajbmeb-37	158	8	appropriate	appropriate	ADJ
ajbmeb-37	158	9	for	for	SCONJ
ajbmeb-37	158	10	quantifying	quantify	VERB
ajbmeb-37	158	11	technological	technological	ADJ
ajbmeb-37	158	12	breakthroughs	breakthrough	NOUN
ajbmeb-37	158	13	and	and	CCONJ
ajbmeb-37	158	14	leading	lead	VERB
ajbmeb-37	158	15	supplier	supplier	NOUN
ajbmeb-37	158	16	industrial	industrial	ADJ
ajbmeb-37	158	17	progress	progress	NOUN
ajbmeb-37	158	18	plans	plan	NOUN
ajbmeb-37	158	19	in	in	ADP
ajbmeb-37	158	20	order	order	NOUN
ajbmeb-37	158	21	to	to	PART
ajbmeb-37	158	22	bring	bring	VERB
ajbmeb-37	158	23	them	they	PRON
ajbmeb-37	158	24	to	to	ADP
ajbmeb-37	158	25	the	the	DET
ajbmeb-37	158	26	target	target	NOUN
ajbmeb-37	158	27	.	.	PUNCT
ajbmeb-37	159	1	it	it	PRON
ajbmeb-37	159	2	is	be	AUX
ajbmeb-37	159	3	also	also	ADV
ajbmeb-37	159	4	more	more	ADV
ajbmeb-37	159	5	relevant	relevant	ADJ
ajbmeb-37	159	6	for	for	ADP
ajbmeb-37	159	7	quantifying	quantify	VERB
ajbmeb-37	159	8	technological	technological	ADJ
ajbmeb-37	159	9	innovations	innovation	NOUN
ajbmeb-37	159	10	for	for	ADP
ajbmeb-37	159	11	which	which	PRON
ajbmeb-37	159	12	the	the	DET
ajbmeb-37	159	13	company	company	NOUN
ajbmeb-37	159	14	does	do	AUX
ajbmeb-37	159	15	not	not	PART
ajbmeb-37	159	16	have	have	VERB
ajbmeb-37	159	17	a	a	DET
ajbmeb-37	159	18	history	history	NOUN
ajbmeb-37	159	19	.	.	PUNCT
ajbmeb-37	160	1	nevertheless	nevertheless	ADV
ajbmeb-37	160	2	,	,	PUNCT
ajbmeb-37	160	3	self	self	NOUN
ajbmeb-37	160	4	-	-	PUNCT
ajbmeb-37	160	5	study	study	NOUN
ajbmeb-37	160	6	algorithms	algorithm	NOUN
ajbmeb-37	160	7	and	and	CCONJ
ajbmeb-37	160	8	deep	deep	ADJ
ajbmeb-37	160	9	learning	learning	NOUN
ajbmeb-37	160	10	open	open	VERB
ajbmeb-37	160	11	up	up	ADP
ajbmeb-37	160	12	new	new	ADJ
ajbmeb-37	160	13	horizons	horizon	NOUN
ajbmeb-37	160	14	and	and	CCONJ
ajbmeb-37	160	15	fields	field	NOUN
ajbmeb-37	160	16	of	of	ADP
ajbmeb-37	160	17	application	application	NOUN
ajbmeb-37	160	18	for	for	ADP
ajbmeb-37	160	19	the	the	DET
ajbmeb-37	160	20	use	use	NOUN
ajbmeb-37	160	21	of	of	ADP
ajbmeb-37	160	22	statistical	statistical	ADJ
ajbmeb-37	160	23	models	model	NOUN
ajbmeb-37	160	24	,	,	PUNCT
ajbmeb-37	160	25	in	in	ADP
ajbmeb-37	160	26	particular	particular	ADJ
ajbmeb-37	160	27	through	through	ADP
ajbmeb-37	160	28	the	the	DET
ajbmeb-37	160	29	sharing	sharing	NOUN
ajbmeb-37	160	30	of	of	ADP
ajbmeb-37	160	31	information	information	NOUN
ajbmeb-37	160	32	between	between	ADP
ajbmeb-37	160	33	companies	company	NOUN
ajbmeb-37	160	34	or	or	CCONJ
ajbmeb-37	160	35	between	between	ADP
ajbmeb-37	160	36	them	they	PRON
ajbmeb-37	160	37	and	and	CCONJ
ajbmeb-37	160	38	their	their	PRON
ajbmeb-37	160	39	suppliers	supplier	NOUN
ajbmeb-37	160	40	.	.	PUNCT
ajbmeb-37	161	1	5	5	X
ajbmeb-37	161	2	.	.	X
ajbmeb-37	161	3	conclusion	conclusion	NOUN
ajbmeb-37	161	4	as	as	ADP
ajbmeb-37	161	5	a	a	DET
ajbmeb-37	161	6	new	new	ADJ
ajbmeb-37	161	7	field	field	NOUN
ajbmeb-37	161	8	full	full	ADJ
ajbmeb-37	161	9	of	of	ADP
ajbmeb-37	161	10	opportunities	opportunity	NOUN
ajbmeb-37	161	11	and	and	CCONJ
ajbmeb-37	161	12	challenges	challenge	NOUN
ajbmeb-37	161	13	,	,	PUNCT
ajbmeb-37	161	14	artificial	artificial	ADJ
ajbmeb-37	161	15	intelligence	intelligence	NOUN
ajbmeb-37	161	16	is	be	AUX
ajbmeb-37	161	17	an	an	DET
ajbmeb-37	161	18	inevitable	inevitable	ADJ
ajbmeb-37	161	19	outcome	outcome	NOUN
ajbmeb-37	161	20	of	of	ADP
ajbmeb-37	161	21	the	the	DET
ajbmeb-37	161	22	development	development	NOUN
ajbmeb-37	161	23	of	of	ADP
ajbmeb-37	161	24	science	science	NOUN
ajbmeb-37	161	25	and	and	CCONJ
ajbmeb-37	161	26	technology	technology	NOUN
ajbmeb-37	161	27	,	,	PUNCT
ajbmeb-37	161	28	but	but	CCONJ
ajbmeb-37	161	29	at	at	ADP
ajbmeb-37	161	30	the	the	DET
ajbmeb-37	161	31	same	same	ADJ
ajbmeb-37	161	32	time	time	NOUN
ajbmeb-37	161	33	,	,	PUNCT
ajbmeb-37	161	34	there	there	PRON
ajbmeb-37	161	35	are	be	VERB
ajbmeb-37	161	36	corresponding	corresponding	ADJ
ajbmeb-37	161	37	challenges	challenge	NOUN
ajbmeb-37	161	38	in	in	ADP
ajbmeb-37	161	39	applying	apply	VERB
ajbmeb-37	161	40	artificial	artificial	ADJ
ajbmeb-37	161	41	intelligence	intelligence	NOUN
ajbmeb-37	161	42	.	.	PUNCT
ajbmeb-37	162	1	therefore	therefore	ADV
ajbmeb-37	162	2	,	,	PUNCT
ajbmeb-37	162	3	the	the	DET
ajbmeb-37	162	4	financial	financial	ADJ
ajbmeb-37	162	5	system	system	NOUN
ajbmeb-37	162	6	should	should	AUX
ajbmeb-37	162	7	completely	completely	ADV
ajbmeb-37	162	8	understand	understand	VERB
ajbmeb-37	162	9	artificial	artificial	ADJ
ajbmeb-37	162	10	intelligence	intelligence	NOUN
ajbmeb-37	162	11	and	and	CCONJ
ajbmeb-37	162	12	make	make	VERB
ajbmeb-37	162	13	its	its	PRON
ajbmeb-37	162	14	application	application	NOUN
ajbmeb-37	162	15	system	system	NOUN
ajbmeb-37	162	16	in	in	ADP
ajbmeb-37	162	17	the	the	DET
ajbmeb-37	162	18	financial	financial	ADJ
ajbmeb-37	162	19	field	field	NOUN
ajbmeb-37	162	20	more	more	ADV
ajbmeb-37	162	21	consummate	consummate	ADJ
ajbmeb-37	162	22	.	.	PUNCT
ajbmeb-37	163	1	in	in	ADP
ajbmeb-37	163	2	order	order	NOUN
ajbmeb-37	163	3	to	to	PART
ajbmeb-37	163	4	design	design	VERB
ajbmeb-37	163	5	a	a	DET
ajbmeb-37	163	6	complete	complete	ADJ
ajbmeb-37	163	7	artificial	artificial	ADJ
ajbmeb-37	163	8	intelligence	intelligence	NOUN
ajbmeb-37	163	9	,	,	PUNCT
ajbmeb-37	163	10	it	it	PRON
ajbmeb-37	163	11	is	be	AUX
ajbmeb-37	163	12	necessary	necessary	ADJ
ajbmeb-37	163	13	to	to	PART
ajbmeb-37	163	14	set	set	VERB
ajbmeb-37	163	15	guiding	guide	VERB
ajbmeb-37	163	16	principles	principle	NOUN
ajbmeb-37	163	17	firstly	firstly	ADV
ajbmeb-37	163	18	,	,	PUNCT
ajbmeb-37	163	19	which	which	PRON
ajbmeb-37	163	20	aims	aim	VERB
ajbmeb-37	163	21	to	to	PART
ajbmeb-37	163	22	guide	guide	VERB
ajbmeb-37	163	23	the	the	DET
ajbmeb-37	163	24	whole	whole	ADJ
ajbmeb-37	163	25	process	process	NOUN
ajbmeb-37	163	26	of	of	ADP
ajbmeb-37	163	27	artificial	artificial	ADJ
ajbmeb-37	163	28	intelligence	intelligence	NOUN
ajbmeb-37	163	29	development	development	NOUN
ajbmeb-37	163	30	,	,	PUNCT
ajbmeb-37	163	31	design	design	NOUN
ajbmeb-37	163	32	,	,	PUNCT
ajbmeb-37	163	33	use	use	NOUN
ajbmeb-37	163	34	,	,	PUNCT
ajbmeb-37	163	35	management	management	NOUN
ajbmeb-37	163	36	and	and	CCONJ
ajbmeb-37	163	37	control	control	NOUN
ajbmeb-37	163	38	,	,	PUNCT
ajbmeb-37	163	39	and	and	CCONJ
ajbmeb-37	163	40	carefully	carefully	ADV
ajbmeb-37	163	41	promote	promote	VERB
ajbmeb-37	163	42	artificial	artificial	ADJ
ajbmeb-37	163	43	intelligence	intelligence	NOUN
ajbmeb-37	163	44	applications	application	NOUN
ajbmeb-37	163	45	in	in	ADP
ajbmeb-37	163	46	the	the	DET
ajbmeb-37	163	47	field	field	NOUN
ajbmeb-37	163	48	of	of	ADP
ajbmeb-37	163	49	financial	financial	ADJ
ajbmeb-37	163	50	risk	risk	NOUN
ajbmeb-37	163	51	management	management	NOUN
ajbmeb-37	163	52	.	.	PUNCT
ajbmeb-37	164	1	in	in	ADP
ajbmeb-37	164	2	the	the	DET
ajbmeb-37	164	3	field	field	NOUN
ajbmeb-37	164	4	of	of	ADP
ajbmeb-37	164	5	financial	financial	ADJ
ajbmeb-37	164	6	risk	risk	NOUN
ajbmeb-37	164	7	management	management	NOUN
ajbmeb-37	164	8	,	,	PUNCT
ajbmeb-37	164	9	the	the	DET
ajbmeb-37	164	10	used	use	VERB
ajbmeb-37	164	11	of	of	ADP
ajbmeb-37	164	12	artificial	artificial	ADJ
ajbmeb-37	164	13	intelligence	intelligence	NOUN
ajbmeb-37	164	14	for	for	ADP
ajbmeb-37	164	15	information	information	NOUN
ajbmeb-37	164	16	collection	collection	NOUN
ajbmeb-37	164	17	must	must	AUX
ajbmeb-37	164	18	follow	follow	VERB
ajbmeb-37	164	19	certain	certain	ADJ
ajbmeb-37	164	20	criteria	criterion	NOUN
ajbmeb-37	164	21	to	to	PART
ajbmeb-37	164	22	ensure	ensure	VERB
ajbmeb-37	164	23	the	the	DET
ajbmeb-37	164	24	legitimacy	legitimacy	NOUN
ajbmeb-37	164	25	of	of	ADP
ajbmeb-37	164	26	information	information	NOUN
ajbmeb-37	164	27	collection	collection	NOUN
ajbmeb-37	164	28	and	and	CCONJ
ajbmeb-37	164	29	the	the	DET
ajbmeb-37	164	30	interests	interest	NOUN
ajbmeb-37	164	31	of	of	ADP
ajbmeb-37	164	32	those	those	PRON
ajbmeb-37	164	33	who	who	PRON
ajbmeb-37	164	34	do	do	AUX
ajbmeb-37	164	35	not	not	PART
ajbmeb-37	164	36	harm	harm	VERB
ajbmeb-37	164	37	the	the	DET
ajbmeb-37	164	38	information	information	NOUN
ajbmeb-37	164	39	source	source	NOUN
ajbmeb-37	164	40	.	.	PUNCT
ajbmeb-37	165	1	the	the	DET
ajbmeb-37	165	2	types	type	NOUN
ajbmeb-37	165	3	and	and	CCONJ
ajbmeb-37	165	4	strength	strength	NOUN
ajbmeb-37	165	5	of	of	ADP
ajbmeb-37	165	6	artificial	artificial	ADJ
ajbmeb-37	165	7	intelligence	intelligence	NOUN
ajbmeb-37	165	8	information	information	NOUN
ajbmeb-37	165	9	collection	collection	NOUN
ajbmeb-37	165	10	and	and	CCONJ
ajbmeb-37	165	11	behavior	behavior	NOUN
ajbmeb-37	165	12	of	of	ADP
ajbmeb-37	165	13	information	information	NOUN
ajbmeb-37	165	14	collection	collection	NOUN
ajbmeb-37	165	15	are	be	AUX
ajbmeb-37	165	16	standardized	standardize	VERB
ajbmeb-37	165	17	.	.	PUNCT
ajbmeb-37	166	1	what	what	PRON
ajbmeb-37	166	2	’s	’	VERB
ajbmeb-37	166	3	more	more	ADJ
ajbmeb-37	166	4	,	,	PUNCT
ajbmeb-37	166	5	we	we	PRON
ajbmeb-37	166	6	should	should	AUX
ajbmeb-37	166	7	focus	focus	VERB
ajbmeb-37	166	8	on	on	ADP
ajbmeb-37	166	9	r&d	r&d	NOUN
ajbmeb-37	166	10	and	and	CCONJ
ajbmeb-37	166	11	application	application	NOUN
ajbmeb-37	166	12	of	of	ADP
ajbmeb-37	166	13	user	user	NOUN
ajbmeb-37	166	14	information	information	NOUN
ajbmeb-37	166	15	encryption	encryption	NOUN
ajbmeb-37	166	16	technology	technology	NOUN
ajbmeb-37	166	17	and	and	CCONJ
ajbmeb-37	166	18	strengthen	strengthen	VERB
ajbmeb-37	166	19	the	the	DET
ajbmeb-37	166	20	application	application	NOUN
ajbmeb-37	166	21	of	of	ADP
ajbmeb-37	166	22	artificial	artificial	ADJ
ajbmeb-37	166	23	intelligence	intelligence	NOUN
ajbmeb-37	166	24	in	in	ADP
ajbmeb-37	166	25	the	the	DET
ajbmeb-37	166	26	field	field	NOUN
ajbmeb-37	166	27	of	of	ADP
ajbmeb-37	166	28	financial	financial	ADJ
ajbmeb-37	166	29	risk	risk	NOUN
ajbmeb-37	166	30	management	management	NOUN
ajbmeb-37	166	31	.	.	PUNCT
ajbmeb-37	167	1	references	reference	NOUN
ajbmeb-37	167	2	1	1	NUM
ajbmeb-37	167	3	.	.	PUNCT
ajbmeb-37	168	1	naim	naim	PROPN
ajbmeb-37	168	2	,	,	PUNCT
ajbmeb-37	168	3	a.	a.	PROPN
ajbmeb-37	168	4	,	,	PUNCT
ajbmeb-37	168	5	sattar	sattar	PROPN
ajbmeb-37	168	6	,	,	PUNCT
ajbmeb-37	168	7	r.	r.	PROPN
ajbmeb-37	168	8	a.	a.	PROPN
ajbmeb-37	168	9	,	,	PUNCT
ajbmeb-37	168	10	al	al	PROPN
ajbmeb-37	168	11	ahmary	ahmary	NOUN
ajbmeb-37	168	12	,	,	PUNCT
ajbmeb-37	168	13	n	n	CCONJ
ajbmeb-37	168	14	..	..	PUNCT
ajbmeb-37	168	15	,	,	PUNCT
ajbmeb-37	168	16	&	&	CCONJ
ajbmeb-37	168	17	razwi	razwi	PROPN
ajbmeb-37	168	18	,	,	PUNCT
ajbmeb-37	168	19	m.	m.	NOUN
ajbmeb-37	168	20	t.	t.	PROPN
ajbmeb-37	168	21	(	(	PUNCT
ajbmeb-37	168	22	2021	2021	NUM
ajbmeb-37	168	23	)	)	PUNCT
ajbmeb-37	168	24	implementation	implementation	NOUN
ajbmeb-37	168	25	of	of	ADP
ajbmeb-37	168	26	quality	quality	NOUN
ajbmeb-37	168	27	matters	matter	NOUN
ajbmeb-37	168	28	standards	standard	NOUN
ajbmeb-37	168	29	on	on	ADP
ajbmeb-37	168	30	blended	blended	ADJ
ajbmeb-37	168	31	courses	course	NOUN
ajbmeb-37	168	32	:	:	PUNCT
ajbmeb-37	168	33	a	a	DET
ajbmeb-37	168	34	case	case	NOUN
ajbmeb-37	168	35	study	study	NOUN
ajbmeb-37	168	36	.	.	PUNCT
ajbmeb-37	169	1	finance	finance	PROPN
ajbmeb-37	169	2	india	india	PROPN
ajbmeb-37	169	3	indian	indian	PROPN
ajbmeb-37	169	4	institute	institute	PROPN
ajbmeb-37	169	5	of	of	ADP
ajbmeb-37	169	6	finance	finance	PROPN
ajbmeb-37	169	7	vol	vol	NOUN
ajbmeb-37	169	8	.	.	PUNCT
ajbmeb-37	170	1	xxxv	xxxv	PROPN
ajbmeb-37	171	1	no	no	INTJ
ajbmeb-37	171	2	.	.	NOUN
ajbmeb-37	171	3	3	3	NUM
ajbmeb-37	171	4	,	,	PUNCT
ajbmeb-37	171	5	september	september	PROPN
ajbmeb-37	171	6	2021	2021	NUM
ajbmeb-37	171	7	pages—873	pages—873	NOUN
ajbmeb-37	171	8	–	–	PUNCT
ajbmeb-37	171	9	890	890	NUM
ajbmeb-37	171	10	american	american	ADJ
ajbmeb-37	171	11	journal	journal	NOUN
ajbmeb-37	171	12	of	of	ADP
ajbmeb-37	171	13	business	business	NOUN
ajbmeb-37	171	14	management	management	NOUN
ajbmeb-37	171	15	,	,	PUNCT
ajbmeb-37	171	16	economics	economic	NOUN
ajbmeb-37	171	17	and	and	CCONJ
ajbmeb-37	171	18	banking	banking	NOUN
ajbmeb-37	171	19	volume	volume	NOUN
ajbmeb-37	171	20	1	1	NUM
ajbmeb-37	171	21	,	,	PUNCT
ajbmeb-37	171	22	june	june	PROPN
ajbmeb-37	171	23	,	,	PUNCT
ajbmeb-37	171	24	2022	2022	NUM
ajbmeb-37	172	1	p	p	NOUN
ajbmeb-37	172	2	a	a	DET
ajbmeb-37	172	3	g	g	NOUN
ajbmeb-37	172	4	e	e	NOUN
ajbmeb-37	172	5	|	|	ADV
ajbmeb-37	172	6	64	64	NUM
ajbmeb-37	172	7	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	172	8	2	2	NUM
ajbmeb-37	172	9	.	.	PUNCT
ajbmeb-37	173	1	naim	naim	PROPN
ajbmeb-37	173	2	,	,	PUNCT
ajbmeb-37	173	3	a.	a.	NOUN
ajbmeb-37	173	4	(	(	PUNCT
ajbmeb-37	173	5	2021	2021	NUM
ajbmeb-37	173	6	)	)	PUNCT
ajbmeb-37	173	7	.	.	PUNCT
ajbmeb-37	174	1	application	application	NOUN
ajbmeb-37	174	2	of	of	ADP
ajbmeb-37	174	3	quality	quality	NOUN
ajbmeb-37	174	4	matters	matter	NOUN
ajbmeb-37	174	5	in	in	ADP
ajbmeb-37	174	6	digital	digital	ADJ
ajbmeb-37	174	7	learning	learning	NOUN
ajbmeb-37	174	8	in	in	ADP
ajbmeb-37	174	9	higher	high	ADJ
ajbmeb-37	174	10	education	education	NOUN
ajbmeb-37	174	11	.	.	PUNCT
ajbmeb-37	175	1	texas	texas	PROPN
ajbmeb-37	175	2	journal	journal	PROPN
ajbmeb-37	175	3	of	of	ADP
ajbmeb-37	175	4	multidisciplinary	multidisciplinary	ADJ
ajbmeb-37	175	5	studies	study	NOUN
ajbmeb-37	175	6	,	,	PUNCT
ajbmeb-37	175	7	1(1	1(1	NUM
ajbmeb-37	175	8	)	)	PUNCT
ajbmeb-37	175	9	,	,	PUNCT
ajbmeb-37	175	10	3	3	NUM
ajbmeb-37	175	11	-	-	SYM
ajbmeb-37	175	12	12	12	NUM
ajbmeb-37	175	13	.	.	PUNCT
ajbmeb-37	176	1	3	3	X
ajbmeb-37	176	2	.	.	X
ajbmeb-37	176	3	khan	khan	PROPN
ajbmeb-37	176	4	,	,	PUNCT
ajbmeb-37	176	5	n.	n.	NOUN
ajbmeb-37	176	6	,	,	PUNCT
ajbmeb-37	176	7	naim	naim	PROPN
ajbmeb-37	176	8	,	,	PUNCT
ajbmeb-37	176	9	a.	a.	PROPN
ajbmeb-37	176	10	,	,	PUNCT
ajbmeb-37	176	11	hussain	hussain	PROPN
ajbmeb-37	176	12	,	,	PUNCT
ajbmeb-37	176	13	m.	m.	PROPN
ajbmeb-37	176	14	r.	r.	PROPN
ajbmeb-37	176	15	,	,	PUNCT
ajbmeb-37	176	16	naveed	naveed	PROPN
ajbmeb-37	176	17	,	,	PUNCT
ajbmeb-37	176	18	q.	q.	PROPN
ajbmeb-37	176	19	n.	n.	PROPN
ajbmeb-37	176	20	,	,	PUNCT
ajbmeb-37	176	21	ahmad	ahmad	PROPN
ajbmeb-37	176	22	,	,	PUNCT
ajbmeb-37	176	23	n.	n.	NOUN
ajbmeb-37	176	24	,	,	PUNCT
ajbmeb-37	176	25	&	&	CCONJ
ajbmeb-37	176	26	qamar	qamar	PROPN
ajbmeb-37	176	27	,	,	PUNCT
ajbmeb-37	176	28	s.	s.	PROPN
ajbmeb-37	176	29	(	(	PUNCT
ajbmeb-37	176	30	2019	2019	NUM
ajbmeb-37	176	31	,	,	PUNCT
ajbmeb-37	176	32	may	may	AUX
ajbmeb-37	176	33	)	)	PUNCT
ajbmeb-37	176	34	.	.	PUNCT
ajbmeb-37	177	1	the	the	DET
ajbmeb-37	177	2	51	51	NUM
ajbmeb-37	177	3	v	v	NOUN
ajbmeb-37	177	4	's	's	PART
ajbmeb-37	177	5	of	of	ADP
ajbmeb-37	177	6	big	big	ADJ
ajbmeb-37	177	7	data	datum	NOUN
ajbmeb-37	177	8	:	:	PUNCT
ajbmeb-37	177	9	survey	survey	NOUN
ajbmeb-37	177	10	,	,	PUNCT
ajbmeb-37	177	11	technologies	technology	NOUN
ajbmeb-37	177	12	,	,	PUNCT
ajbmeb-37	177	13	characteristics	characteristic	NOUN
ajbmeb-37	177	14	,	,	PUNCT
ajbmeb-37	177	15	opportunities	opportunity	NOUN
ajbmeb-37	177	16	,	,	PUNCT
ajbmeb-37	177	17	issues	issue	NOUN
ajbmeb-37	177	18	and	and	CCONJ
ajbmeb-37	177	19	challenges	challenge	NOUN
ajbmeb-37	177	20	.	.	PUNCT
ajbmeb-37	178	1	in	in	ADP
ajbmeb-37	178	2	proceedings	proceeding	NOUN
ajbmeb-37	178	3	of	of	ADP
ajbmeb-37	178	4	the	the	DET
ajbmeb-37	178	5	international	international	ADJ
ajbmeb-37	178	6	conference	conference	NOUN
ajbmeb-37	178	7	on	on	ADP
ajbmeb-37	178	8	omni	omni	ADJ
ajbmeb-37	178	9	-	-	PUNCT
ajbmeb-37	178	10	layer	layer	NOUN
ajbmeb-37	178	11	intelligent	intelligent	ADJ
ajbmeb-37	178	12	systems	system	NOUN
ajbmeb-37	178	13	(	(	PUNCT
ajbmeb-37	178	14	pp	pp	ADJ
ajbmeb-37	178	15	.	.	PUNCT
ajbmeb-37	178	16	19	19	NUM
ajbmeb-37	178	17	-	-	SYM
ajbmeb-37	178	18	24	24	NUM
ajbmeb-37	178	19	)	)	PUNCT
ajbmeb-37	178	20	.	.	PUNCT
ajbmeb-37	179	1	4	4	X
ajbmeb-37	179	2	.	.	X
ajbmeb-37	179	3	naim	naim	PROPN
ajbmeb-37	179	4	,	,	PUNCT
ajbmeb-37	179	5	a.	a.	PROPN
ajbmeb-37	179	6	,	,	PUNCT
ajbmeb-37	179	7	&	&	CCONJ
ajbmeb-37	179	8	alahmari	alahmari	PROPN
ajbmeb-37	179	9	,	,	PUNCT
ajbmeb-37	179	10	f.	f.	PROPN
ajbmeb-37	179	11	(	(	PUNCT
ajbmeb-37	179	12	2020	2020	NUM
ajbmeb-37	179	13	)	)	PUNCT
ajbmeb-37	179	14	.	.	PUNCT
ajbmeb-37	180	1	reference	reference	NOUN
ajbmeb-37	180	2	model	model	NOUN
ajbmeb-37	180	3	of	of	ADP
ajbmeb-37	180	4	e	e	NOUN
ajbmeb-37	180	5	-	-	ADJ
ajbmeb-37	180	6	learning	learning	NOUN
ajbmeb-37	180	7	and	and	CCONJ
ajbmeb-37	180	8	quality	quality	NOUN
ajbmeb-37	180	9	to	to	PART
ajbmeb-37	180	10	establish	establish	VERB
ajbmeb-37	180	11	interoperability	interoperability	NOUN
ajbmeb-37	180	12	in	in	ADP
ajbmeb-37	180	13	higher	high	ADJ
ajbmeb-37	180	14	education	education	NOUN
ajbmeb-37	180	15	systems	system	NOUN
ajbmeb-37	180	16	.	.	PUNCT
ajbmeb-37	181	1	international	international	ADJ
ajbmeb-37	181	2	journal	journal	NOUN
ajbmeb-37	181	3	of	of	ADP
ajbmeb-37	181	4	emerging	emerge	VERB
ajbmeb-37	181	5	technologies	technology	NOUN
ajbmeb-37	181	6	in	in	ADP
ajbmeb-37	181	7	learning	learn	VERB
ajbmeb-37	181	8	(	(	PUNCT
ajbmeb-37	181	9	ijet	ijet	NOUN
ajbmeb-37	181	10	)	)	PUNCT
ajbmeb-37	181	11	,	,	PUNCT
ajbmeb-37	181	12	15(2	15(2	NUM
ajbmeb-37	181	13	)	)	PUNCT
ajbmeb-37	181	14	,	,	PUNCT
ajbmeb-37	181	15	15	15	NUM
ajbmeb-37	181	16	-	-	SYM
ajbmeb-37	181	17	28	28	NUM
ajbmeb-37	181	18	.	.	PUNCT
ajbmeb-37	182	1	5	5	NUM
ajbmeb-37	182	2	.	.	X
ajbmeb-37	182	3	naim	naim	PROPN
ajbmeb-37	182	4	,	,	PUNCT
ajbmeb-37	182	5	a.	a.	NOUN
ajbmeb-37	182	6	,	,	PUNCT
ajbmeb-37	182	7	alahmari	alahmari	PROPN
ajbmeb-37	182	8	,	,	PUNCT
ajbmeb-37	182	9	f.	f.	PROPN
ajbmeb-37	182	10	,	,	PUNCT
ajbmeb-37	182	11	&	&	CCONJ
ajbmeb-37	182	12	rahim	rahim	PROPN
ajbmeb-37	182	13	,	,	PUNCT
ajbmeb-37	182	14	a.	a.	NOUN
ajbmeb-37	182	15	(	(	PUNCT
ajbmeb-37	182	16	2021	2021	NUM
ajbmeb-37	182	17	)	)	PUNCT
ajbmeb-37	182	18	.	.	PUNCT
ajbmeb-37	183	1	role	role	NOUN
ajbmeb-37	183	2	of	of	ADP
ajbmeb-37	183	3	artificial	artificial	ADJ
ajbmeb-37	183	4	intelligence	intelligence	NOUN
ajbmeb-37	183	5	in	in	ADP
ajbmeb-37	183	6	market	market	NOUN
ajbmeb-37	183	7	development	development	NOUN
ajbmeb-37	183	8	and	and	CCONJ
ajbmeb-37	183	9	vehicular	vehicular	ADJ
ajbmeb-37	183	10	communication	communication	NOUN
ajbmeb-37	183	11	.	.	PUNCT
ajbmeb-37	184	1	smart	smart	ADJ
ajbmeb-37	184	2	antennas	antenna	NOUN
ajbmeb-37	184	3	:	:	PUNCT
ajbmeb-37	184	4	recent	recent	ADJ
ajbmeb-37	184	5	trends	trend	NOUN
ajbmeb-37	184	6	in	in	ADP
ajbmeb-37	184	7	design	design	NOUN
ajbmeb-37	184	8	and	and	CCONJ
ajbmeb-37	184	9	applications	application	NOUN
ajbmeb-37	184	10	,	,	PUNCT
ajbmeb-37	184	11	2	2	NUM
ajbmeb-37	184	12	,	,	PUNCT
ajbmeb-37	184	13	28	28	NUM
ajbmeb-37	184	14	6	6	NUM
ajbmeb-37	184	15	.	.	PUNCT
ajbmeb-37	185	1	naim	naim	PROPN
ajbmeb-37	185	2	,	,	PUNCT
ajbmeb-37	185	3	a.	a.	PROPN
ajbmeb-37	185	4	,	,	PUNCT
ajbmeb-37	185	5	hussain	hussain	PROPN
ajbmeb-37	185	6	,	,	PUNCT
ajbmeb-37	185	7	m.	m.	PROPN
ajbmeb-37	185	8	r.	r.	PROPN
ajbmeb-37	185	9	,	,	PUNCT
ajbmeb-37	185	10	naveed	naveed	PROPN
ajbmeb-37	185	11	,	,	PUNCT
ajbmeb-37	185	12	q.	q.	PROPN
ajbmeb-37	185	13	n.	n.	PROPN
ajbmeb-37	185	14	,	,	PUNCT
ajbmeb-37	185	15	ahmad	ahmad	PROPN
ajbmeb-37	185	16	,	,	PUNCT
ajbmeb-37	185	17	n.	n.	PROPN
ajbmeb-37	185	18	,	,	PUNCT
ajbmeb-37	185	19	qamar	qamar	PROPN
ajbmeb-37	185	20	,	,	PUNCT
ajbmeb-37	185	21	s.	s.	PROPN
ajbmeb-37	185	22	,	,	PUNCT
ajbmeb-37	185	23	khan	khan	PROPN
ajbmeb-37	185	24	,	,	PUNCT
ajbmeb-37	185	25	n.	n.	PROPN
ajbmeb-37	185	26	,	,	PUNCT
ajbmeb-37	185	27	&	&	CCONJ
ajbmeb-37	185	28	hweij	hweij	PROPN
ajbmeb-37	185	29	,	,	PUNCT
ajbmeb-37	185	30	t.	t.	NOUN
ajbmeb-37	185	31	a.	a.	NOUN
ajbmeb-37	185	32	(	(	PUNCT
ajbmeb-37	185	33	2019	2019	NUM
ajbmeb-37	185	34	,	,	PUNCT
ajbmeb-37	185	35	april	april	PROPN
ajbmeb-37	185	36	)	)	PUNCT
ajbmeb-37	185	37	.	.	PUNCT
ajbmeb-37	186	1	ensuring	ensure	VERB
ajbmeb-37	186	2	interoperability	interoperability	NOUN
ajbmeb-37	186	3	of	of	ADP
ajbmeb-37	186	4	e	e	NOUN
ajbmeb-37	186	5	-	-	ADJ
ajbmeb-37	186	6	learning	learn	VERB
ajbmeb-37	186	7	and	and	CCONJ
ajbmeb-37	186	8	quality	quality	NOUN
ajbmeb-37	186	9	development	development	NOUN
ajbmeb-37	186	10	in	in	ADP
ajbmeb-37	186	11	education	education	NOUN
ajbmeb-37	186	12	.	.	PUNCT
ajbmeb-37	187	1	in	in	ADP
ajbmeb-37	187	2	2019	2019	NUM
ajbmeb-37	187	3	ieee	ieee	NOUN
ajbmeb-37	187	4	jordan	jordan	PROPN
ajbmeb-37	187	5	international	international	PROPN
ajbmeb-37	187	6	joint	joint	ADJ
ajbmeb-37	187	7	conference	conference	NOUN
ajbmeb-37	187	8	on	on	ADP
ajbmeb-37	187	9	electrical	electrical	ADJ
ajbmeb-37	187	10	engineering	engineering	NOUN
ajbmeb-37	187	11	and	and	CCONJ
ajbmeb-37	187	12	information	information	NOUN
ajbmeb-37	187	13	technology	technology	NOUN
ajbmeb-37	187	14	(	(	PUNCT
ajbmeb-37	187	15	jeeit	jeeit	PROPN
ajbmeb-37	187	16	)	)	PUNCT
ajbmeb-37	187	17	(	(	PUNCT
ajbmeb-37	187	18	pp	pp	X
ajbmeb-37	187	19	.	.	PUNCT
ajbmeb-37	188	1	736	736	NUM
ajbmeb-37	188	2	-	-	SYM
ajbmeb-37	188	3	741	741	NUM
ajbmeb-37	188	4	)	)	PUNCT
ajbmeb-37	188	5	.	.	PUNCT
ajbmeb-37	189	1	ieee	ieee	PROPN
ajbmeb-37	189	2	.	.	PUNCT
ajbmeb-37	190	1	7	7	X
ajbmeb-37	190	2	.	.	X
ajbmeb-37	190	3	naim	naim	PROPN
ajbmeb-37	190	4	,	,	PUNCT
ajbmeb-37	190	5	a.	a.	PROPN
ajbmeb-37	190	6	,	,	PUNCT
ajbmeb-37	190	7	khan	khan	PROPN
ajbmeb-37	190	8	,	,	PUNCT
ajbmeb-37	190	9	m.	m.	PROPN
ajbmeb-37	190	10	f.	f.	PROPN
ajbmeb-37	190	11	,	,	PUNCT
ajbmeb-37	190	12	hussain	hussain	PROPN
ajbmeb-37	190	13	,	,	PUNCT
ajbmeb-37	190	14	m.	m.	PROPN
ajbmeb-37	190	15	r.	r.	PROPN
ajbmeb-37	190	16	,	,	PUNCT
ajbmeb-37	190	17	&	&	CCONJ
ajbmeb-37	190	18	khan	khan	PROPN
ajbmeb-37	190	19	,	,	PUNCT
ajbmeb-37	190	20	n.	n.	PROPN
ajbmeb-37	190	21	(	(	PUNCT
ajbmeb-37	190	22	2019	2019	NUM
ajbmeb-37	190	23	)	)	PUNCT
ajbmeb-37	190	24	.	.	PUNCT
ajbmeb-37	191	1	“	"	PUNCT
ajbmeb-37	191	2	virtual	virtual	ADJ
ajbmeb-37	191	3	doctor	doctor	NOUN
ajbmeb-37	191	4	”	"	PUNCT
ajbmeb-37	191	5	management	management	NOUN
ajbmeb-37	191	6	technique	technique	NOUN
ajbmeb-37	191	7	in	in	ADP
ajbmeb-37	191	8	the	the	DET
ajbmeb-37	191	9	diagnosis	diagnosis	NOUN
ajbmeb-37	191	10	of	of	ADP
ajbmeb-37	191	11	ent	ent	NOUN
ajbmeb-37	191	12	diseases	disease	NOUN
ajbmeb-37	191	13	.	.	PUNCT
ajbmeb-37	192	1	joe	joe	PROPN
ajbmeb-37	192	2	,	,	PUNCT
ajbmeb-37	192	3	15(9	15(9	NUM
ajbmeb-37	192	4	)	)	PUNCT
ajbmeb-37	192	5	,	,	PUNCT
ajbmeb-37	192	6	88	88	NUM
ajbmeb-37	192	7	.	.	NOUN
ajbmeb-37	192	8	8	8	NUM
ajbmeb-37	192	9	.	.	X
ajbmeb-37	193	1	naim	naim	PROPN
ajbmeb-37	193	2	,	,	PUNCT
ajbmeb-37	193	3	a.	a.	NOUN
ajbmeb-37	193	4	(	(	PUNCT
ajbmeb-37	193	5	2020	2020	NUM
ajbmeb-37	193	6	)	)	PUNCT
ajbmeb-37	193	7	.	.	PUNCT
ajbmeb-37	194	1	realization	realization	NOUN
ajbmeb-37	194	2	of	of	ADP
ajbmeb-37	194	3	diverse	diverse	ADJ
ajbmeb-37	194	4	electronic	electronic	ADJ
ajbmeb-37	194	5	tools	tool	NOUN
ajbmeb-37	194	6	in	in	ADP
ajbmeb-37	194	7	learning	learn	VERB
ajbmeb-37	194	8	and	and	CCONJ
ajbmeb-37	194	9	teaching	teach	VERB
ajbmeb-37	194	10	for	for	ADP
ajbmeb-37	194	11	students	student	NOUN
ajbmeb-37	194	12	with	with	ADP
ajbmeb-37	194	13	diverse	diverse	ADJ
ajbmeb-37	194	14	skills	skill	NOUN
ajbmeb-37	194	15	.	.	PUNCT
ajbmeb-37	195	1	global	global	ADJ
ajbmeb-37	195	2	journal	journal	NOUN
ajbmeb-37	195	3	of	of	ADP
ajbmeb-37	195	4	enterprise	enterprise	NOUN
ajbmeb-37	195	5	information	information	NOUN
ajbmeb-37	195	6	system	system	NOUN
ajbmeb-37	195	7	,	,	PUNCT
ajbmeb-37	195	8	12(1	12(1	NUM
ajbmeb-37	195	9	)	)	PUNCT
ajbmeb-37	195	10	,	,	PUNCT
ajbmeb-37	195	11	72	72	NUM
ajbmeb-37	195	12	-	-	SYM
ajbmeb-37	195	13	78	78	NUM
ajbmeb-37	195	14	.	.	PUNCT
ajbmeb-37	196	1	9	9	NUM
ajbmeb-37	196	2	.	.	X
ajbmeb-37	197	1	naim	naim	PROPN
ajbmeb-37	197	2	,	,	PUNCT
ajbmeb-37	197	3	a.	a.	PROPN
ajbmeb-37	197	4	,	,	PUNCT
ajbmeb-37	197	5	&	&	CCONJ
ajbmeb-37	197	6	bashir	bashir	PROPN
ajbmeb-37	197	7	,	,	PUNCT
ajbmeb-37	197	8	a.	a.	NOUN
ajbmeb-37	197	9	(	(	PUNCT
ajbmeb-37	197	10	2016	2016	NUM
ajbmeb-37	197	11	)	)	PUNCT
ajbmeb-37	197	12	.	.	PUNCT
ajbmeb-37	198	1	application	application	NOUN
ajbmeb-37	198	2	of	of	ADP
ajbmeb-37	198	3	quality	quality	NOUN
ajbmeb-37	198	4	matters	matter	NOUN
ajbmeb-37	198	5	standards	standard	NOUN
ajbmeb-37	198	6	on	on	ADP
ajbmeb-37	198	7	supportive	supportive	ADJ
ajbmeb-37	198	8	and	and	CCONJ
ajbmeb-37	198	9	online	online	ADJ
ajbmeb-37	198	10	module	module	NOUN
ajbmeb-37	198	11	in	in	ADP
ajbmeb-37	198	12	higher	high	ADJ
ajbmeb-37	198	13	education	education	NOUN
ajbmeb-37	198	14	program	program	NOUN
ajbmeb-37	198	15	.	.	PUNCT
ajbmeb-37	199	1	research	research	NOUN
ajbmeb-37	199	2	revolution	revolution	NOUN
ajbmeb-37	199	3	,	,	PUNCT
ajbmeb-37	199	4	5(3	5(3	NUM
ajbmeb-37	199	5	)	)	PUNCT
ajbmeb-37	199	6	,	,	PUNCT
ajbmeb-37	199	7	6	6	NUM
ajbmeb-37	199	8	-	-	SYM
ajbmeb-37	199	9	12	12	NUM
ajbmeb-37	199	10	.	.	PUNCT
ajbmeb-37	200	1	10	10	NUM
ajbmeb-37	200	2	.	.	PUNCT
ajbmeb-37	201	1	naim	naim	NOUN
ajbmeb-37	201	2	,	,	PUNCT
ajbmeb-37	201	3	a.	a.	NOUN
ajbmeb-37	201	4	(	(	PUNCT
ajbmeb-37	201	5	2018	2018	NUM
ajbmeb-37	201	6	)	)	PUNCT
ajbmeb-37	201	7	.	.	PUNCT
ajbmeb-37	202	1	strategies	strategy	NOUN
ajbmeb-37	202	2	to	to	PART
ajbmeb-37	202	3	achieve	achieve	VERB
ajbmeb-37	202	4	students	student	NOUN
ajbmeb-37	202	5	’	'	PUNCT
ajbmeb-37	202	6	centric	centric	ADJ
ajbmeb-37	202	7	approach	approach	NOUN
ajbmeb-37	202	8	in	in	ADP
ajbmeb-37	202	9	blended	blended	ADJ
ajbmeb-37	202	10	learning	learning	NOUN
ajbmeb-37	202	11	.	.	PUNCT
ajbmeb-37	203	1	international	international	ADJ
ajbmeb-37	203	2	journal	journal	NOUN
ajbmeb-37	203	3	of	of	ADP
ajbmeb-37	203	4	engineering	engineering	NOUN
ajbmeb-37	203	5	and	and	CCONJ
ajbmeb-37	203	6	management	management	NOUN
ajbmeb-37	203	7	research	research	NOUN
ajbmeb-37	203	8	(	(	PUNCT
ajbmeb-37	203	9	ijemr	ijemr	PROPN
ajbmeb-37	203	10	)	)	PUNCT
ajbmeb-37	203	11	,	,	PUNCT
ajbmeb-37	203	12	8(2	8(2	NUM
ajbmeb-37	203	13	)	)	PUNCT
ajbmeb-37	203	14	,	,	PUNCT
ajbmeb-37	203	15	214219	214219	NUM
ajbmeb-37	203	16	.	.	PUNCT
ajbmeb-37	204	1	11	11	NUM
ajbmeb-37	204	2	.	.	X
ajbmeb-37	205	1	hussain	hussain	PROPN
ajbmeb-37	205	2	,	,	PUNCT
ajbmeb-37	205	3	m.	m.	PROPN
ajbmeb-37	205	4	r.	r.	PROPN
ajbmeb-37	205	5	,	,	PUNCT
ajbmeb-37	205	6	naim	naim	PROPN
ajbmeb-37	205	7	,	,	PUNCT
ajbmeb-37	205	8	a.	a.	PROPN
ajbmeb-37	205	9	,	,	PUNCT
ajbmeb-37	205	10	&	&	CCONJ
ajbmeb-37	205	11	khaleel	khaleel	PROPN
ajbmeb-37	205	12	,	,	PUNCT
ajbmeb-37	205	13	m.	m.	NOUN
ajbmeb-37	205	14	a.	a.	NOUN
ajbmeb-37	205	15	(	(	PUNCT
ajbmeb-37	205	16	2020	2020	NUM
ajbmeb-37	205	17	)	)	PUNCT
ajbmeb-37	205	18	.	.	PUNCT
ajbmeb-37	206	1	implementation	implementation	NOUN
ajbmeb-37	206	2	of	of	ADP
ajbmeb-37	206	3	wireless	wireless	ADJ
ajbmeb-37	206	4	sensor	sensor	NOUN
ajbmeb-37	206	5	network	network	NOUN
ajbmeb-37	206	6	using	use	VERB
ajbmeb-37	206	7	virtual	virtual	ADJ
ajbmeb-37	206	8	machine	machine	NOUN
ajbmeb-37	206	9	(	(	PUNCT
ajbmeb-37	206	10	vm	vm	NOUN
ajbmeb-37	206	11	)	)	PUNCT
ajbmeb-37	206	12	for	for	ADP
ajbmeb-37	206	13	insect	insect	NOUN
ajbmeb-37	206	14	monitoring	monitoring	NOUN
ajbmeb-37	206	15	.	.	PUNCT
ajbmeb-37	207	1	innovations	innovation	NOUN
ajbmeb-37	207	2	in	in	ADP
ajbmeb-37	207	3	electronics	electronic	NOUN
ajbmeb-37	207	4	and	and	CCONJ
ajbmeb-37	207	5	communication	communication	NOUN
ajbmeb-37	207	6	engineering	engineering	NOUN
ajbmeb-37	207	7	:	:	PUNCT
ajbmeb-37	207	8	proceedings	proceeding	NOUN
ajbmeb-37	207	9	of	of	ADP
ajbmeb-37	207	10	the	the	DET
ajbmeb-37	207	11	8th	8th	ADJ
ajbmeb-37	207	12	iciece	iciece	NOUN
ajbmeb-37	207	13	2019	2019	NUM
ajbmeb-37	207	14	,	,	PUNCT
ajbmeb-37	207	15	107	107	NUM
ajbmeb-37	207	16	,	,	PUNCT
ajbmeb-37	207	17	73	73	NUM
ajbmeb-37	207	18	.	.	PUNCT
ajbmeb-37	207	19	12	12	NUM
ajbmeb-37	207	20	.	.	PUNCT
ajbmeb-37	208	1	hussain	hussain	PROPN
ajbmeb-37	208	2	,	,	PUNCT
ajbmeb-37	208	3	m.	m.	PROPN
ajbmeb-37	208	4	r.	r.	PROPN
ajbmeb-37	208	5	,	,	PUNCT
ajbmeb-37	208	6	quadri	quadri	PROPN
ajbmeb-37	208	7	,	,	PUNCT
ajbmeb-37	208	8	n.	n.	PROPN
ajbmeb-37	208	9	n.	n.	PROPN
ajbmeb-37	208	10	,	,	PUNCT
ajbmeb-37	208	11	ahmad	ahmad	PROPN
ajbmeb-37	208	12	,	,	PUNCT
ajbmeb-37	208	13	n.	n.	PROPN
ajbmeb-37	208	14	,	,	PUNCT
ajbmeb-37	208	15	qamar	qamar	PROPN
ajbmeb-37	208	16	,	,	PUNCT
ajbmeb-37	208	17	s.	s.	PROPN
ajbmeb-37	208	18	,	,	PUNCT
ajbmeb-37	208	19	khan	khan	PROPN
ajbmeb-37	208	20	,	,	PUNCT
ajbmeb-37	208	21	n.	n.	NOUN
ajbmeb-37	208	22	,	,	PUNCT
ajbmeb-37	208	23	naim	naim	PROPN
ajbmeb-37	208	24	,	,	PUNCT
ajbmeb-37	208	25	a.	a.	PROPN
ajbmeb-37	208	26	,	,	PUNCT
ajbmeb-37	208	27	&	&	CCONJ
ajbmeb-37	208	28	hussain	hussain	PROPN
ajbmeb-37	208	29	,	,	PUNCT
ajbmeb-37	208	30	m.	m.	PROPN
ajbmeb-37	208	31	e.	e.	PROPN
ajbmeb-37	208	32	(	(	PUNCT
ajbmeb-37	208	33	2019	2019	NUM
ajbmeb-37	208	34	,	,	PUNCT
ajbmeb-37	208	35	april	april	PROPN
ajbmeb-37	208	36	)	)	PUNCT
ajbmeb-37	208	37	.	.	PUNCT
ajbmeb-37	209	1	effective	effective	ADJ
ajbmeb-37	209	2	cost	cost	NOUN
ajbmeb-37	209	3	optimization	optimization	NOUN
ajbmeb-37	209	4	approach	approach	NOUN
ajbmeb-37	209	5	in	in	ADP
ajbmeb-37	209	6	healthcare	healthcare	NOUN
ajbmeb-37	209	7	to	to	PART
ajbmeb-37	209	8	minimize	minimize	VERB
ajbmeb-37	209	9	the	the	DET
ajbmeb-37	209	10	treatment	treatment	NOUN
ajbmeb-37	209	11	cost	cost	NOUN
ajbmeb-37	209	12	of	of	ADP
ajbmeb-37	209	13	brain	brain	NOUN
ajbmeb-37	209	14	-	-	PUNCT
ajbmeb-37	209	15	tumor	tumor	NOUN
ajbmeb-37	209	16	patients	patient	NOUN
ajbmeb-37	209	17	.	.	PUNCT
ajbmeb-37	210	1	in	in	ADP
ajbmeb-37	210	2	2019	2019	NUM
ajbmeb-37	210	3	international	international	ADJ
ajbmeb-37	210	4	conference	conference	NOUN
ajbmeb-37	210	5	on	on	ADP
ajbmeb-37	210	6	computer	computer	NOUN
ajbmeb-37	210	7	and	and	CCONJ
ajbmeb-37	210	8	information	information	NOUN
ajbmeb-37	210	9	sciences	sciences	PROPN
ajbmeb-37	210	10	(	(	PUNCT
ajbmeb-37	210	11	iccis	iccis	NOUN
ajbmeb-37	210	12	)	)	PUNCT
ajbmeb-37	210	13	(	(	PUNCT
ajbmeb-37	210	14	pp	pp	X
ajbmeb-37	210	15	.	.	PUNCT
ajbmeb-37	211	1	1	1	NUM
ajbmeb-37	211	2	-	-	SYM
ajbmeb-37	211	3	5	5	NUM
ajbmeb-37	211	4	)	)	PUNCT
ajbmeb-37	211	5	.	.	PUNCT
ajbmeb-37	212	1	ieee	ieee	PROPN
ajbmeb-37	212	2	.	.	PUNCT
ajbmeb-37	213	1	6	6	NUM
ajbmeb-37	213	2	.	.	X
ajbmeb-37	214	1	naim	naim	PROPN
ajbmeb-37	214	2	,	,	PUNCT
ajbmeb-37	214	3	a.	a.	NOUN
ajbmeb-37	214	4	(	(	PUNCT
ajbmeb-37	214	5	2021	2021	NUM
ajbmeb-37	214	6	)	)	PUNCT
ajbmeb-37	214	7	.	.	PUNCT
ajbmeb-37	215	1	green	green	ADJ
ajbmeb-37	215	2	information	information	NOUN
ajbmeb-37	215	3	technologies	technology	NOUN
ajbmeb-37	215	4	in	in	ADP
ajbmeb-37	215	5	business	business	NOUN
ajbmeb-37	215	6	operations	operation	NOUN
ajbmeb-37	215	7	.	.	PUNCT
ajbmeb-37	216	1	periodica	periodica	PROPN
ajbmeb-37	216	2	journal	journal	PROPN
ajbmeb-37	216	3	of	of	ADP
ajbmeb-37	216	4	modern	modern	ADJ
ajbmeb-37	216	5	philosophy	philosophy	NOUN
ajbmeb-37	216	6	,	,	PUNCT
ajbmeb-37	216	7	social	social	ADJ
ajbmeb-37	216	8	sciences	science	NOUN
ajbmeb-37	216	9	and	and	CCONJ
ajbmeb-37	216	10	humanities	humanity	NOUN
ajbmeb-37	216	11	,	,	PUNCT
ajbmeb-37	216	12	1	1	NUM
ajbmeb-37	216	13	,	,	PUNCT
ajbmeb-37	216	14	36	36	NUM
ajbmeb-37	216	15	-	-	SYM
ajbmeb-37	216	16	49	49	NUM
ajbmeb-37	216	17	.	.	PUNCT
ajbmeb-37	217	1	7	7	X
ajbmeb-37	217	2	.	.	X
ajbmeb-37	217	3	naim	naim	PROPN
ajbmeb-37	217	4	,	,	PUNCT
ajbmeb-37	217	5	a.	a.	NOUN
ajbmeb-37	217	6	(	(	PUNCT
ajbmeb-37	217	7	2021	2021	NUM
ajbmeb-37	217	8	)	)	PUNCT
ajbmeb-37	217	9	.	.	PUNCT
ajbmeb-37	218	1	applications	application	NOUN
ajbmeb-37	218	2	of	of	ADP
ajbmeb-37	218	3	mis	mis	PROPN
ajbmeb-37	218	4	in	in	ADP
ajbmeb-37	218	5	building	build	VERB
ajbmeb-37	218	6	electronic	electronic	ADJ
ajbmeb-37	218	7	relationship	relationship	NOUN
ajbmeb-37	218	8	with	with	ADP
ajbmeb-37	218	9	customers	customer	NOUN
ajbmeb-37	218	10	:	:	PUNCT
ajbmeb-37	218	11	a	a	DET
ajbmeb-37	218	12	casebased	casebase	VERB
ajbmeb-37	218	13	study	study	NOUN
ajbmeb-37	218	14	.	.	PUNCT
ajbmeb-37	219	1	periodica	periodica	PROPN
ajbmeb-37	219	2	journal	journal	PROPN
ajbmeb-37	219	3	of	of	ADP
ajbmeb-37	219	4	modern	modern	ADJ
ajbmeb-37	219	5	philosophy	philosophy	NOUN
ajbmeb-37	219	6	,	,	PUNCT
ajbmeb-37	219	7	social	social	ADJ
ajbmeb-37	219	8	sciences	science	NOUN
ajbmeb-37	219	9	and	and	CCONJ
ajbmeb-37	219	10	humanities	humanity	NOUN
ajbmeb-37	219	11	,	,	PUNCT
ajbmeb-37	219	12	1	1	NUM
ajbmeb-37	219	13	,	,	PUNCT
ajbmeb-37	219	14	1	1	NUM
ajbmeb-37	219	15	-	-	SYM
ajbmeb-37	219	16	8	8	NUM
ajbmeb-37	219	17	.	.	NOUN
ajbmeb-37	219	18	8	8	NUM
ajbmeb-37	219	19	.	.	PUNCT
ajbmeb-37	220	1	naim	naim	PROPN
ajbmeb-37	220	2	,	,	PUNCT
ajbmeb-37	220	3	a.	a.	NOUN
ajbmeb-37	220	4	(	(	PUNCT
ajbmeb-37	220	5	2021	2021	NUM
ajbmeb-37	220	6	)	)	PUNCT
ajbmeb-37	220	7	.	.	PUNCT
ajbmeb-37	221	1	new	new	ADJ
ajbmeb-37	221	2	trends	trend	NOUN
ajbmeb-37	221	3	in	in	ADP
ajbmeb-37	221	4	business	business	NOUN
ajbmeb-37	221	5	process	process	NOUN
ajbmeb-37	221	6	management	management	NOUN
ajbmeb-37	221	7	:	:	PUNCT
ajbmeb-37	221	8	applications	application	NOUN
ajbmeb-37	221	9	of	of	ADP
ajbmeb-37	221	10	green	green	ADJ
ajbmeb-37	221	11	information	information	NOUN
ajbmeb-37	221	12	technologies	technology	NOUN
ajbmeb-37	221	13	.	.	PUNCT
ajbmeb-37	222	1	british	british	ADJ
ajbmeb-37	222	2	journal	journal	PROPN
ajbmeb-37	222	3	of	of	ADP
ajbmeb-37	222	4	environmental	environmental	ADJ
ajbmeb-37	222	5	studies	study	NOUN
ajbmeb-37	222	6	,	,	PUNCT
ajbmeb-37	222	7	1(1	1(1	NUM
ajbmeb-37	222	8	)	)	PUNCT
ajbmeb-37	222	9	,	,	PUNCT
ajbmeb-37	222	10	12	12	NUM
ajbmeb-37	222	11	-	-	SYM
ajbmeb-37	222	12	23	23	NUM
ajbmeb-37	222	13	.	.	PUNCT
ajbmeb-37	223	1	9	9	NUM
ajbmeb-37	223	2	.	.	X
ajbmeb-37	223	3	arshi	arshi	PROPN
ajbmeb-37	223	4	naim	naim	PROPN
ajbmeb-37	223	5	,	,	PUNCT
ajbmeb-37	223	6	&	&	CCONJ
ajbmeb-37	223	7	mohammad	mohammad	PROPN
ajbmeb-37	223	8	faiz	faiz	PROPN
ajbmeb-37	223	9	khan	khan	PROPN
ajbmeb-37	223	10	.	.	PUNCT
ajbmeb-37	224	1	(	(	PUNCT
ajbmeb-37	224	2	2021	2021	NUM
ajbmeb-37	224	3	)	)	PUNCT
ajbmeb-37	224	4	.	.	PUNCT
ajbmeb-37	225	1	measuring	measure	VERB
ajbmeb-37	225	2	the	the	DET
ajbmeb-37	225	3	psychological	psychological	ADJ
ajbmeb-37	225	4	behavior	behavior	NOUN
ajbmeb-37	225	5	of	of	ADP
ajbmeb-37	225	6	consumers	consumer	NOUN
ajbmeb-37	225	7	for	for	ADP
ajbmeb-37	225	8	medical	medical	ADJ
ajbmeb-37	225	9	services	service	NOUN
ajbmeb-37	225	10	.	.	PUNCT
ajbmeb-37	226	1	zien	zien	PROPN
ajbmeb-37	226	2	journal	journal	PROPN
ajbmeb-37	226	3	of	of	ADP
ajbmeb-37	226	4	social	social	ADJ
ajbmeb-37	226	5	sciences	science	NOUN
ajbmeb-37	226	6	and	and	CCONJ
ajbmeb-37	226	7	humanities	humanity	NOUN
ajbmeb-37	226	8	,	,	PUNCT
ajbmeb-37	226	9	2	2	NUM
ajbmeb-37	226	10	,	,	PUNCT
ajbmeb-37	226	11	119–131	119–131	NUM
ajbmeb-37	226	12	.	.	PUNCT
ajbmeb-37	226	13	retrieved	retrieve	VERB
ajbmeb-37	226	14	from	from	ADP
ajbmeb-37	226	15	http://zienjournals.com/index.php/zjssh/article/view/316	http://zienjournals.com/index.php/zjssh/article/view/316	PROPN
ajbmeb-37	226	16	10	10	NUM
ajbmeb-37	226	17	.	.	PUNCT
ajbmeb-37	227	1	naim	naim	NOUN
ajbmeb-37	227	2	,	,	PUNCT
ajbmeb-37	227	3	a.	a.	NOUN
ajbmeb-37	227	4	(	(	PUNCT
ajbmeb-37	227	5	2021	2021	NUM
ajbmeb-37	227	6	)	)	PUNCT
ajbmeb-37	227	7	.	.	PUNCT
ajbmeb-37	228	1	applications	application	NOUN
ajbmeb-37	228	2	of	of	ADP
ajbmeb-37	228	3	marketing	marketing	NOUN
ajbmeb-37	228	4	framework	framework	NOUN
ajbmeb-37	228	5	in	in	ADP
ajbmeb-37	228	6	business	business	NOUN
ajbmeb-37	228	7	practices	practice	NOUN
ajbmeb-37	228	8	.	.	PUNCT
ajbmeb-37	229	1	journal	journal	NOUN
ajbmeb-37	229	2	of	of	ADP
ajbmeb-37	229	3	marketing	marketing	NOUN
ajbmeb-37	229	4	and	and	CCONJ
ajbmeb-37	229	5	emerging	emerge	VERB
ajbmeb-37	229	6	economics	economic	NOUN
ajbmeb-37	229	7	,	,	PUNCT
ajbmeb-37	229	8	1(6	1(6	NUM
ajbmeb-37	229	9	)	)	PUNCT
ajbmeb-37	229	10	,	,	PUNCT
ajbmeb-37	229	11	55	55	NUM
ajbmeb-37	229	12	-	-	SYM
ajbmeb-37	229	13	70	70	NUM
ajbmeb-37	229	14	.	.	PUNCT
ajbmeb-37	230	1	http://zienjournals.com/index.php/zjssh/article/view/316	http://zienjournals.com/index.php/zjssh/article/view/316	ADJ
ajbmeb-37	230	2	american	american	ADJ
ajbmeb-37	230	3	journal	journal	PROPN
ajbmeb-37	230	4	of	of	ADP
ajbmeb-37	230	5	business	business	NOUN
ajbmeb-37	230	6	management	management	NOUN
ajbmeb-37	230	7	,	,	PUNCT
ajbmeb-37	230	8	economics	economic	NOUN
ajbmeb-37	230	9	and	and	CCONJ
ajbmeb-37	230	10	banking	banking	NOUN
ajbmeb-37	230	11	volume	volume	NOUN
ajbmeb-37	230	12	1	1	NUM
ajbmeb-37	230	13	,	,	PUNCT
ajbmeb-37	230	14	june	june	PROPN
ajbmeb-37	230	15	,	,	PUNCT
ajbmeb-37	230	16	2022	2022	NUM
ajbmeb-37	230	17	p	p	NOUN
ajbmeb-37	230	18	a	a	PRON
ajbmeb-37	230	19	g	g	NOUN
ajbmeb-37	230	20	e	e	NOUN
ajbmeb-37	230	21	|	|	ADV
ajbmeb-37	230	22	65	65	NUM
ajbmeb-37	230	23	www.americanjournal.org	www.americanjournal.org	NOUN
ajbmeb-37	230	24	11	11	NUM
ajbmeb-37	230	25	.	.	PUNCT
ajbmeb-37	231	1	naim	naim	PROPN
ajbmeb-37	231	2	,	,	PUNCT
ajbmeb-37	231	3	a.	a.	NOUN
ajbmeb-37	231	4	.	.	PUNCT
ajbmeb-37	231	5	.	.	PUNCT
ajbmeb-37	232	1	(	(	PUNCT
ajbmeb-37	232	2	2021	2021	NUM
ajbmeb-37	232	3	)	)	PUNCT
ajbmeb-37	232	4	.	.	PUNCT
ajbmeb-37	233	1	green	green	ADJ
ajbmeb-37	233	2	business	business	NOUN
ajbmeb-37	233	3	process	process	NOUN
ajbmeb-37	233	4	management	management	NOUN
ajbmeb-37	233	5	.	.	PUNCT
ajbmeb-37	234	1	international	international	ADJ
ajbmeb-37	234	2	journal	journal	NOUN
ajbmeb-37	234	3	of	of	ADP
ajbmeb-37	234	4	innovative	innovative	ADJ
ajbmeb-37	234	5	analyses	analysis	NOUN
ajbmeb-37	234	6	and	and	CCONJ
ajbmeb-37	234	7	emerging	emerge	VERB
ajbmeb-37	234	8	technology	technology	NOUN
ajbmeb-37	234	9	,	,	PUNCT
ajbmeb-37	234	10	1(6	1(6	NUM
ajbmeb-37	234	11	)	)	PUNCT
ajbmeb-37	234	12	,	,	PUNCT
ajbmeb-37	234	13	125–134	125–134	NUM
ajbmeb-37	234	14	.	.	PUNCT
ajbmeb-37	234	15	retrieved	retrieve	VERB
ajbmeb-37	234	16	from	from	ADP
ajbmeb-37	234	17	http://openaccessjournals.eu/index.php/ijiaet/article/view/651	http://openaccessjournals.eu/index.php/ijiaet/article/view/651	PROPN
ajbmeb-37	234	18	12	12	NUM
ajbmeb-37	234	19	.	.	PUNCT
ajbmeb-37	235	1	naim	naim	NOUN
ajbmeb-37	235	2	,	,	PUNCT
ajbmeb-37	235	3	a.	a.	NOUN
ajbmeb-37	235	4	(	(	PUNCT
ajbmeb-37	235	5	2021	2021	NUM
ajbmeb-37	235	6	)	)	PUNCT
ajbmeb-37	235	7	.	.	PUNCT
ajbmeb-37	236	1	applications	application	NOUN
ajbmeb-37	236	2	of	of	ADP
ajbmeb-37	236	3	mis	mis	PROPN
ajbmeb-37	236	4	in	in	ADP
ajbmeb-37	236	5	building	build	VERB
ajbmeb-37	236	6	electronic	electronic	ADJ
ajbmeb-37	236	7	relationship	relationship	NOUN
ajbmeb-37	236	8	with	with	ADP
ajbmeb-37	236	9	customers	customer	NOUN
ajbmeb-37	236	10	:	:	PUNCT
ajbmeb-37	236	11	a	a	DET
ajbmeb-37	236	12	casebased	casebase	VERB
ajbmeb-37	236	13	study	study	NOUN
ajbmeb-37	236	14	.	.	PUNCT
ajbmeb-37	237	1	periodica	periodica	PROPN
ajbmeb-37	237	2	journal	journal	PROPN
ajbmeb-37	237	3	of	of	ADP
ajbmeb-37	237	4	modern	modern	ADJ
ajbmeb-37	237	5	philosophy	philosophy	NOUN
ajbmeb-37	237	6	,	,	PUNCT
ajbmeb-37	237	7	social	social	ADJ
ajbmeb-37	237	8	sciences	science	NOUN
ajbmeb-37	237	9	and	and	CCONJ
ajbmeb-37	237	10	humanities	humanity	NOUN
ajbmeb-37	237	11	,	,	PUNCT
ajbmeb-37	237	12	1	1	NUM
ajbmeb-37	237	13	,	,	PUNCT
ajbmeb-37	237	14	1	1	NUM
ajbmeb-37	237	15	-	-	SYM
ajbmeb-37	237	16	8	8	NUM
ajbmeb-37	237	17	.	.	NOUN
ajbmeb-37	237	18	13	13	NUM
ajbmeb-37	237	19	.	.	PUNCT
ajbmeb-37	238	1	naim	naim	PROPN
ajbmeb-37	238	2	,	,	PUNCT
ajbmeb-37	238	3	a.	a.	PROPN
ajbmeb-37	238	4	,	,	PUNCT
ajbmeb-37	238	5	&	&	CCONJ
ajbmeb-37	238	6	alqahtani	alqahtani	PROPN
ajbmeb-37	238	7	,	,	PUNCT
ajbmeb-37	238	8	k.	k.	PROPN
ajbmeb-37	238	9	(	(	PUNCT
ajbmeb-37	238	10	2021	2021	NUM
ajbmeb-37	238	11	)	)	PUNCT
ajbmeb-37	238	12	.	.	PUNCT
ajbmeb-37	239	1	role	role	NOUN
ajbmeb-37	239	2	of	of	ADP
ajbmeb-37	239	3	information	information	NOUN
ajbmeb-37	239	4	systems	system	NOUN
ajbmeb-37	239	5	in	in	ADP
ajbmeb-37	239	6	customer	customer	NOUN
ajbmeb-37	239	7	relationship	relationship	NOUN
ajbmeb-37	239	8	management	management	NOUN
ajbmeb-37	239	9	.	.	PUNCT
ajbmeb-37	240	1	pulse	pulse	NOUN
ajbmeb-37	240	2	,	,	PUNCT
ajbmeb-37	240	3	2(2	2(2	NUM
ajbmeb-37	240	4	)	)	PUNCT
ajbmeb-37	240	5	.	.	PUNCT
ajbmeb-37	241	1	14	14	NUM
ajbmeb-37	241	2	.	.	X
ajbmeb-37	241	3	bashir	bashir	PROPN
ajbmeb-37	241	4	,	,	PUNCT
ajbmeb-37	241	5	m.	m.	NOUN
ajbmeb-37	241	6	a.	a.	PROPN
ajbmeb-37	241	7	,	,	PUNCT
ajbmeb-37	241	8	&	&	CCONJ
ajbmeb-37	241	9	naim	naim	PROPN
ajbmeb-37	241	10	,	,	PUNCT
ajbmeb-37	241	11	a.	a.	PROPN
ajbmeb-37	241	12	ict	ict	PROPN
ajbmeb-37	241	13	adoption	adoption	NOUN
ajbmeb-37	241	14	analysis	analysis	NOUN
ajbmeb-37	241	15	for	for	ADP
ajbmeb-37	241	16	innovation	innovation	NOUN
ajbmeb-37	241	17	in	in	ADP
ajbmeb-37	241	18	higher	high	ADJ
ajbmeb-37	241	19	education	education	NOUN
ajbmeb-37	241	20	sector	sector	NOUN
ajbmeb-37	241	21	.	.	PUNCT
ajbmeb-37	242	1	15	15	X
ajbmeb-37	242	2	.	.	PUNCT
ajbmeb-37	243	1	naim	naim	NOUN
ajbmeb-37	243	2	,	,	PUNCT
ajbmeb-37	243	3	a.	a.	NOUN
ajbmeb-37	243	4	.	.	PUNCT
ajbmeb-37	244	1	(	(	PUNCT
ajbmeb-37	244	2	2022	2022	NUM
ajbmeb-37	244	3	)	)	PUNCT
ajbmeb-37	244	4	.	.	PUNCT
ajbmeb-37	245	1	neuromarketing	neuromarkete	VERB
ajbmeb-37	245	2	techniques	technique	NOUN
ajbmeb-37	245	3	for	for	ADP
ajbmeb-37	245	4	proposing	propose	VERB
ajbmeb-37	245	5	information	information	NOUN
ajbmeb-37	245	6	driven	drive	VERB
ajbmeb-37	245	7	framework	framework	NOUN
ajbmeb-37	245	8	for	for	ADP
ajbmeb-37	245	9	decision	decision	NOUN
ajbmeb-37	245	10	making	making	NOUN
ajbmeb-37	245	11	.	.	PUNCT
ajbmeb-37	246	1	international	international	ADJ
ajbmeb-37	246	2	journal	journal	NOUN
ajbmeb-37	246	3	of	of	ADP
ajbmeb-37	246	4	innovative	innovative	ADJ
ajbmeb-37	246	5	analyses	analysis	NOUN
ajbmeb-37	246	6	and	and	CCONJ
ajbmeb-37	246	7	emerging	emerge	VERB
ajbmeb-37	246	8	technology	technology	NOUN
ajbmeb-37	246	9	,	,	PUNCT
ajbmeb-37	246	10	2(2	2(2	NUM
ajbmeb-37	246	11	)	)	PUNCT
ajbmeb-37	246	12	,	,	PUNCT
ajbmeb-37	246	13	87–94	87–94	NUM
ajbmeb-37	246	14	.	.	PUNCT
ajbmeb-37	246	15	retrieved	retrieve	VERB
ajbmeb-37	246	16	from	from	ADP
ajbmeb-37	246	17	http://openaccessjournals.eu/index.php/ijiaet/article/view/1060	http://openaccessjournals.eu/index.php/ijiaet/article/view/1060	NOUN
ajbmeb-37	246	18	16	16	NUM
ajbmeb-37	246	19	.	.	PUNCT
ajbmeb-37	247	1	naim	naim	PROPN
ajbmeb-37	247	2	,	,	PUNCT
ajbmeb-37	247	3	a.	a.	NOUN
ajbmeb-37	247	4	.	.	PUNCT
ajbmeb-37	248	1	(	(	PUNCT
ajbmeb-37	248	2	2022	2022	NUM
ajbmeb-37	248	3	)	)	PUNCT
ajbmeb-37	248	4	.	.	PUNCT
ajbmeb-37	249	1	neuromarketing	neuromarkete	VERB
ajbmeb-37	249	2	techniques	technique	NOUN
ajbmeb-37	249	3	for	for	ADP
ajbmeb-37	249	4	proposing	propose	VERB
ajbmeb-37	249	5	information	information	NOUN
ajbmeb-37	249	6	driven	drive	VERB
ajbmeb-37	249	7	framework	framework	NOUN
ajbmeb-37	249	8	for	for	ADP
ajbmeb-37	249	9	decision	decision	NOUN
ajbmeb-37	249	10	making	making	NOUN
ajbmeb-37	249	11	.	.	PUNCT
ajbmeb-37	250	1	international	international	ADJ
ajbmeb-37	250	2	journal	journal	NOUN
ajbmeb-37	250	3	of	of	ADP
ajbmeb-37	250	4	innovative	innovative	ADJ
ajbmeb-37	250	5	analyses	analysis	NOUN
ajbmeb-37	250	6	and	and	CCONJ
ajbmeb-37	250	7	emerging	emerge	VERB
ajbmeb-37	250	8	technology	technology	NOUN
ajbmeb-37	250	9	,	,	PUNCT
ajbmeb-37	250	10	2(2	2(2	NUM
ajbmeb-37	250	11	)	)	PUNCT
ajbmeb-37	250	12	,	,	PUNCT
ajbmeb-37	250	13	87–94	87–94	NUM
ajbmeb-37	250	14	.	.	PUNCT
ajbmeb-37	250	15	retrieved	retrieve	VERB
ajbmeb-37	250	16	from	from	ADP
ajbmeb-37	250	17	http://openaccessjournals.eu/index.php/ijiaet/article/view/1060	http://openaccessjournals.eu/index.php/ijiaet/article/view/1060	NOUN
ajbmeb-37	250	18	17	17	NUM
ajbmeb-37	250	19	.	.	PUNCT
ajbmeb-37	251	1	naim	naim	PROPN
ajbmeb-37	251	2	,	,	PUNCT
ajbmeb-37	251	3	a.	a.	NOUN
ajbmeb-37	251	4	.	.	PUNCT
ajbmeb-37	252	1	(	(	PUNCT
ajbmeb-37	252	2	2022	2022	NUM
ajbmeb-37	252	3	)	)	PUNCT
ajbmeb-37	252	4	.	.	PUNCT
ajbmeb-37	253	1	economies	economy	NOUN
ajbmeb-37	253	2	of	of	ADP
ajbmeb-37	253	3	scale	scale	NOUN
ajbmeb-37	253	4	for	for	ADP
ajbmeb-37	253	5	antenna	antenna	NOUN
ajbmeb-37	253	6	’s	’s	PART
ajbmeb-37	253	7	applications	application	NOUN
ajbmeb-37	253	8	in	in	ADP
ajbmeb-37	253	9	interior	interior	ADJ
ajbmeb-37	253	10	regions	region	NOUN
ajbmeb-37	253	11	.	.	PUNCT
ajbmeb-37	254	1	international	international	ADJ
ajbmeb-37	254	2	journal	journal	NOUN
ajbmeb-37	254	3	of	of	ADP
ajbmeb-37	254	4	innovative	innovative	ADJ
ajbmeb-37	254	5	analyses	analysis	NOUN
ajbmeb-37	254	6	and	and	CCONJ
ajbmeb-37	254	7	emerging	emerge	VERB
ajbmeb-37	254	8	technology	technology	NOUN
ajbmeb-37	254	9	,	,	PUNCT
ajbmeb-37	254	10	2(2	2(2	NUM
ajbmeb-37	254	11	)	)	PUNCT
ajbmeb-37	254	12	,	,	PUNCT
ajbmeb-37	254	13	77–82	77–82	NUM
ajbmeb-37	254	14	.	.	PUNCT
ajbmeb-37	254	15	retrieved	retrieve	VERB
ajbmeb-37	254	16	from	from	ADP
ajbmeb-37	254	17	http://openaccessjournals.eu/index.php/ijiaet/article/view/1058	http://openaccessjournals.eu/index.php/ijiaet/article/view/1058	PROPN
ajbmeb-37	254	18	18	18	NUM
ajbmeb-37	254	19	.	.	PUNCT
ajbmeb-37	255	1	arshi	arshi	PROPN
ajbmeb-37	255	2	naim	naim	PROPN
ajbmeb-37	255	3	.	.	PUNCT
ajbmeb-37	256	1	(	(	PUNCT
ajbmeb-37	256	2	2021	2021	NUM
ajbmeb-37	256	3	)	)	PUNCT
ajbmeb-37	256	4	.	.	PUNCT
ajbmeb-37	257	1	applications	application	NOUN
ajbmeb-37	257	2	of	of	ADP
ajbmeb-37	257	3	e	e	NOUN
ajbmeb-37	257	4	-	-	ADJ
ajbmeb-37	257	5	learning	learning	ADJ
ajbmeb-37	257	6	tools	tool	NOUN
ajbmeb-37	257	7	for	for	ADP
ajbmeb-37	257	8	achieving	achieve	VERB
ajbmeb-37	257	9	students	student	NOUN
ajbmeb-37	257	10	learning	learn	VERB
ajbmeb-37	257	11	outcomes	outcome	NOUN
ajbmeb-37	257	12	.	.	PUNCT
ajbmeb-37	258	1	journal	journal	PROPN
ajbmeb-37	258	2	of	of	ADP
ajbmeb-37	258	3	pedagogical	pedagogical	ADJ
ajbmeb-37	258	4	inventions	invention	NOUN
ajbmeb-37	258	5	and	and	CCONJ
ajbmeb-37	258	6	practices	practice	NOUN
ajbmeb-37	258	7	,	,	PUNCT
ajbmeb-37	258	8	2(2	2(2	NUM
ajbmeb-37	258	9	)	)	PUNCT
ajbmeb-37	258	10	,	,	PUNCT
ajbmeb-37	258	11	75–82	75–82	NUM
ajbmeb-37	258	12	.	.	PUNCT
ajbmeb-37	258	13	retrieved	retrieve	VERB
ajbmeb-37	258	14	from	from	ADP
ajbmeb-37	258	15	https://zienjournals.com/index.php/jpip/article/view/320	https://zienjournals.com/index.php/jpip/article/view/320	PROPN
ajbmeb-37	258	16	19	19	NUM
ajbmeb-37	258	17	.	.	PUNCT
ajbmeb-37	259	1	naim	naim	PROPN
ajbmeb-37	259	2	,	,	PUNCT
ajbmeb-37	259	3	a.	a.	NOUN
ajbmeb-37	259	4	,	,	PUNCT
ajbmeb-37	259	5	muniasamy	muniasamy	ADJ
ajbmeb-37	259	6	,	,	PUNCT
ajbmeb-37	259	7	a.	a.	NOUN
ajbmeb-37	259	8	,	,	PUNCT
ajbmeb-37	259	9	clementking	clementking	NOUN
ajbmeb-37	259	10	,	,	PUNCT
ajbmeb-37	259	11	a.	a.	NOUN
ajbmeb-37	259	12	,	,	PUNCT
ajbmeb-37	259	13	rajkumar	rajkumar	PROPN
ajbmeb-37	259	14	,	,	PUNCT
ajbmeb-37	259	15	r.	r.	PROPN
ajbmeb-37	259	16	(	(	PUNCT
ajbmeb-37	259	17	2022	2022	NUM
ajbmeb-37	259	18	)	)	PUNCT
ajbmeb-37	259	19	.	.	PUNCT
ajbmeb-37	260	1	relevance	relevance	NOUN
ajbmeb-37	260	2	of	of	ADP
ajbmeb-37	260	3	green	green	ADJ
ajbmeb-37	260	4	manufacturing	manufacturing	NOUN
ajbmeb-37	260	5	and	and	CCONJ
ajbmeb-37	260	6	iot	iot	NOUN
ajbmeb-37	260	7	in	in	ADP
ajbmeb-37	260	8	industrial	industrial	ADJ
ajbmeb-37	260	9	transformation	transformation	NOUN
ajbmeb-37	260	10	and	and	CCONJ
ajbmeb-37	260	11	marketing	marketing	NOUN
ajbmeb-37	260	12	management	management	NOUN
ajbmeb-37	260	13	.	.	PUNCT
ajbmeb-37	261	1	in	in	ADP
ajbmeb-37	261	2	:	:	PUNCT
ajbmeb-37	261	3	lahby	lahby	NOUN
ajbmeb-37	261	4	,	,	PUNCT
ajbmeb-37	261	5	m.	m.	NOUN
ajbmeb-37	261	6	,	,	PUNCT
ajbmeb-37	261	7	al	al	PROPN
ajbmeb-37	261	8	-	-	PUNCT
ajbmeb-37	261	9	fuqaha	fuqaha	PROPN
ajbmeb-37	261	10	,	,	PUNCT
ajbmeb-37	261	11	a.	a.	NOUN
ajbmeb-37	261	12	,	,	PUNCT
ajbmeb-37	261	13	maleh	maleh	NOUN
ajbmeb-37	261	14	,	,	PUNCT
ajbmeb-37	261	15	y.	y.	PROPN
ajbmeb-37	261	16	(	(	PUNCT
ajbmeb-37	261	17	eds	eds	PROPN
ajbmeb-37	261	18	)	)	PUNCT
ajbmeb-37	261	19	computational	computational	ADJ
ajbmeb-37	261	20	intelligence	intelligence	NOUN
ajbmeb-37	261	21	techniques	technique	NOUN
ajbmeb-37	261	22	for	for	ADP
ajbmeb-37	261	23	green	green	ADJ
ajbmeb-37	261	24	smart	smart	ADJ
ajbmeb-37	261	25	cities	city	NOUN
ajbmeb-37	261	26	.	.	PUNCT
ajbmeb-37	262	1	green	green	ADJ
ajbmeb-37	262	2	energy	energy	NOUN
ajbmeb-37	262	3	and	and	CCONJ
ajbmeb-37	262	4	technology	technology	NOUN
ajbmeb-37	262	5	.	.	PUNCT
ajbmeb-37	263	1	springer	springer	NOUN
ajbmeb-37	263	2	,	,	PUNCT
ajbmeb-37	263	3	cham	cham	PROPN
ajbmeb-37	263	4	.	.	PUNCT
ajbmeb-37	264	1	https://doi.org/10.1007/978-3-030-96429-0_19	https://doi.org/10.1007/978-3-030-96429-0_19	PROPN
ajbmeb-37	264	2	20	20	NUM
ajbmeb-37	264	3	.	.	PUNCT
ajbmeb-37	265	1	arshi	arshi	PROPN
ajbmeb-37	265	2	naim	naim	PROPN
ajbmeb-37	265	3	.	.	PUNCT
ajbmeb-37	266	1	(	(	PUNCT
ajbmeb-37	266	2	2022	2022	NUM
ajbmeb-37	266	3	)	)	PUNCT
ajbmeb-37	266	4	.	.	PUNCT
ajbmeb-37	267	1	mapping	mapping	NOUN
ajbmeb-37	267	2	of	of	ADP
ajbmeb-37	267	3	social	social	ADJ
ajbmeb-37	267	4	customer	customer	NOUN
ajbmeb-37	267	5	relationship	relationship	NOUN
ajbmeb-37	267	6	management	management	NOUN
ajbmeb-37	267	7	with	with	ADP
ajbmeb-37	267	8	electronic	electronic	ADJ
ajbmeb-37	267	9	customer	customer	NOUN
ajbmeb-37	267	10	relationship	relationship	NOUN
ajbmeb-37	267	11	management	management	NOUN
ajbmeb-37	267	12	.	.	PUNCT
ajbmeb-37	268	1	european	european	PROPN
ajbmeb-37	268	2	journal	journal	PROPN
ajbmeb-37	268	3	of	of	ADP
ajbmeb-37	268	4	interdisciplinary	interdisciplinary	ADJ
ajbmeb-37	268	5	research	research	NOUN
ajbmeb-37	268	6	and	and	CCONJ
ajbmeb-37	268	7	development	development	NOUN
ajbmeb-37	268	8	,	,	PUNCT
ajbmeb-37	268	9	2	2	NUM
ajbmeb-37	268	10	,	,	PUNCT
ajbmeb-37	268	11	14–25	14–25	NUM
ajbmeb-37	268	12	.	.	PUNCT
ajbmeb-37	268	13	retrieved	retrieve	VERB
ajbmeb-37	268	14	from	from	ADP
ajbmeb-37	268	15	https://ejird.journalspark.org/index.php/ejird/article/view/10	https://ejird.journalspark.org/index.php/ejird/article/view/10	ADJ
ajbmeb-37	268	16	21	21	NUM
ajbmeb-37	268	17	.	.	PUNCT
ajbmeb-37	269	1	naim	naim	PROPN
ajbmeb-37	269	2	,	,	PUNCT
ajbmeb-37	269	3	a.	a.	NOUN
ajbmeb-37	269	4	(	(	PUNCT
ajbmeb-37	269	5	2022	2022	NUM
ajbmeb-37	269	6	)	)	PUNCT
ajbmeb-37	269	7	.	.	PUNCT
ajbmeb-37	270	1	e	e	X
ajbmeb-37	270	2	-	-	ADJ
ajbmeb-37	270	3	learning	learn	VERB
ajbmeb-37	270	4	engagement	engagement	NOUN
ajbmeb-37	270	5	through	through	ADP
ajbmeb-37	270	6	convolution	convolution	NOUN
ajbmeb-37	270	7	neural	neural	ADJ
ajbmeb-37	270	8	networks	network	NOUN
ajbmeb-37	270	9	in	in	ADP
ajbmeb-37	270	10	business	business	NOUN
ajbmeb-37	270	11	education	education	NOUN
ajbmeb-37	270	12	.	.	PUNCT
ajbmeb-37	271	1	european	european	ADJ
ajbmeb-37	271	2	journal	journal	PROPN
ajbmeb-37	271	3	of	of	ADP
ajbmeb-37	271	4	innovation	innovation	NOUN
ajbmeb-37	271	5	in	in	ADP
ajbmeb-37	271	6	nonformal	nonformal	NOUN
ajbmeb-37	271	7	education	education	NOUN
ajbmeb-37	271	8	,	,	PUNCT
ajbmeb-37	271	9	2(2	2(2	NUM
ajbmeb-37	271	10	)	)	PUNCT
ajbmeb-37	271	11	,	,	PUNCT
ajbmeb-37	271	12	497	497	NUM
ajbmeb-37	271	13	-	-	SYM
ajbmeb-37	271	14	501	501	NUM
ajbmeb-37	271	15	.	.	PUNCT
ajbmeb-37	272	1	22	22	NUM
ajbmeb-37	272	2	.	.	PUNCT
ajbmeb-37	273	1	naim	naim	PROPN
ajbmeb-37	273	2	,	,	PUNCT
ajbmeb-37	273	3	a.	a.	NOUN
ajbmeb-37	273	4	(	(	PUNCT
ajbmeb-37	273	5	2022	2022	NUM
ajbmeb-37	273	6	)	)	PUNCT
ajbmeb-37	273	7	.	.	PUNCT
ajbmeb-37	274	1	measurement	measurement	NOUN
ajbmeb-37	274	2	consumer	consumer	NOUN
ajbmeb-37	274	3	mood	mood	NOUN
ajbmeb-37	274	4	and	and	CCONJ
ajbmeb-37	274	5	emotions	emotion	NOUN
ajbmeb-37	274	6	for	for	ADP
ajbmeb-37	274	7	fast	fast	ADV
ajbmeb-37	274	8	moving	move	VERB
ajbmeb-37	274	9	consumer	consumer	NOUN
ajbmeb-37	274	10	goods	good	NOUN
ajbmeb-37	274	11	.	.	PUNCT
ajbmeb-37	275	1	international	international	ADJ
ajbmeb-37	275	2	journal	journal	NOUN
ajbmeb-37	275	3	of	of	ADP
ajbmeb-37	275	4	innovative	innovative	ADJ
ajbmeb-37	275	5	analyses	analysis	NOUN
ajbmeb-37	275	6	and	and	CCONJ
ajbmeb-37	275	7	emerging	emerge	VERB
ajbmeb-37	275	8	technology	technology	NOUN
ajbmeb-37	275	9	,	,	PUNCT
ajbmeb-37	275	10	2(2	2(2	NUM
ajbmeb-37	275	11	)	)	PUNCT
ajbmeb-37	275	12	,	,	PUNCT
ajbmeb-37	275	13	83	83	NUM
ajbmeb-37	275	14	-	-	SYM
ajbmeb-37	275	15	86	86	NUM
ajbmeb-37	275	16	.	.	PUNCT
ajbmeb-37	276	1	23	23	NUM
ajbmeb-37	276	2	.	.	PUNCT
ajbmeb-37	277	1	naim	naim	NOUN
ajbmeb-37	277	2	,	,	PUNCT
ajbmeb-37	277	3	a.	a.	NOUN
ajbmeb-37	277	4	(	(	PUNCT
ajbmeb-37	277	5	2022	2022	NUM
ajbmeb-37	277	6	)	)	PUNCT
ajbmeb-37	277	7	.	.	PUNCT
ajbmeb-37	278	1	neuro	neuro	NOUN
ajbmeb-37	278	2	-	-	PUNCT
ajbmeb-37	278	3	marketing	marketing	NOUN
ajbmeb-37	278	4	techniques	technique	NOUN
ajbmeb-37	278	5	for	for	ADP
ajbmeb-37	278	6	proposing	propose	VERB
ajbmeb-37	278	7	information	information	NOUN
ajbmeb-37	278	8	driven	drive	VERB
ajbmeb-37	278	9	framework	framework	NOUN
ajbmeb-37	278	10	for	for	ADP
ajbmeb-37	278	11	decision	decision	NOUN
ajbmeb-37	278	12	making	making	NOUN
ajbmeb-37	278	13	.	.	PUNCT
ajbmeb-37	279	1	international	international	ADJ
ajbmeb-37	279	2	journal	journal	NOUN
ajbmeb-37	279	3	of	of	ADP
ajbmeb-37	279	4	innovative	innovative	ADJ
ajbmeb-37	279	5	analyses	analysis	NOUN
ajbmeb-37	279	6	and	and	CCONJ
ajbmeb-37	279	7	emerging	emerge	VERB
ajbmeb-37	279	8	technology	technology	NOUN
ajbmeb-37	279	9	,	,	PUNCT
ajbmeb-37	279	10	2(2	2(2	NUM
ajbmeb-37	279	11	)	)	PUNCT
ajbmeb-37	279	12	,	,	PUNCT
ajbmeb-37	279	13	87	87	NUM
ajbmeb-37	279	14	-	-	SYM
ajbmeb-37	279	15	94	94	NUM
ajbmeb-37	279	16	.	.	PUNCT
ajbmeb-37	280	1	24	24	NUM
ajbmeb-37	280	2	.	.	PUNCT
ajbmeb-37	281	1	naim	naim	PROPN
ajbmeb-37	281	2	,	,	PUNCT
ajbmeb-37	281	3	a.	a.	NOUN
ajbmeb-37	281	4	(	(	PUNCT
ajbmeb-37	281	5	2022	2022	NUM
ajbmeb-37	281	6	)	)	PUNCT
ajbmeb-37	281	7	.	.	PUNCT
ajbmeb-37	282	1	economies	economy	NOUN
ajbmeb-37	282	2	of	of	ADP
ajbmeb-37	282	3	scale	scale	NOUN
ajbmeb-37	282	4	for	for	ADP
ajbmeb-37	282	5	antenna	antenna	NOUN
ajbmeb-37	282	6	's	's	PART
ajbmeb-37	282	7	applications	application	NOUN
ajbmeb-37	282	8	in	in	ADP
ajbmeb-37	282	9	interior	interior	ADJ
ajbmeb-37	282	10	regions	region	NOUN
ajbmeb-37	282	11	.	.	PUNCT
ajbmeb-37	283	1	international	international	ADJ
ajbmeb-37	283	2	journal	journal	NOUN
ajbmeb-37	283	3	of	of	ADP
ajbmeb-37	283	4	innovative	innovative	ADJ
ajbmeb-37	283	5	analyses	analysis	NOUN
ajbmeb-37	283	6	and	and	CCONJ
ajbmeb-37	283	7	emerging	emerge	VERB
ajbmeb-37	283	8	technology	technology	NOUN
ajbmeb-37	283	9	,	,	PUNCT
ajbmeb-37	283	10	2(2	2(2	NUM
ajbmeb-37	283	11	)	)	PUNCT
ajbmeb-37	283	12	,	,	PUNCT
ajbmeb-37	283	13	77	77	NUM
ajbmeb-37	283	14	-	-	SYM
ajbmeb-37	283	15	82	82	NUM
ajbmeb-37	283	16	.	.	PUNCT
ajbmeb-37	284	1	25	25	NUM
ajbmeb-37	284	2	.	.	PUNCT
ajbmeb-37	284	3	arshi	arshi	PROPN
ajbmeb-37	284	4	naim	naim	PROPN
ajbmeb-37	284	5	.	.	PUNCT
ajbmeb-37	285	1	(	(	PUNCT
ajbmeb-37	285	2	2022	2022	NUM
ajbmeb-37	285	3	)	)	PUNCT
ajbmeb-37	285	4	.	.	PUNCT
ajbmeb-37	286	1	public	public	ADJ
ajbmeb-37	286	2	enterprises	enterprise	NOUN
ajbmeb-37	286	3	:	:	PUNCT
ajbmeb-37	286	4	their	their	PRON
ajbmeb-37	286	5	role	role	NOUN
ajbmeb-37	286	6	,	,	PUNCT
ajbmeb-37	286	7	importance	importance	NOUN
ajbmeb-37	286	8	and	and	CCONJ
ajbmeb-37	286	9	need	need	NOUN
ajbmeb-37	286	10	in	in	ADP
ajbmeb-37	286	11	economic	economic	ADJ
ajbmeb-37	286	12	development	development	NOUN
ajbmeb-37	286	13	.	.	PUNCT
ajbmeb-37	287	1	american	american	PROPN
ajbmeb-37	287	2	journal	journal	PROPN
ajbmeb-37	287	3	of	of	ADP
ajbmeb-37	287	4	business	business	NOUN
ajbmeb-37	287	5	management	management	NOUN
ajbmeb-37	287	6	,	,	PUNCT
ajbmeb-37	287	7	economics	economic	NOUN
ajbmeb-37	287	8	and	and	CCONJ
ajbmeb-37	287	9	banking	banking	NOUN
ajbmeb-37	287	10	,	,	PUNCT
ajbmeb-37	287	11	1	1	NUM
ajbmeb-37	287	12	,	,	PUNCT
ajbmeb-37	287	13	1–11	1–11	PROPN
ajbmeb-37	287	14	.	.	PUNCT
ajbmeb-37	288	1	retrieved	retrieve	VERB
ajbmeb-37	288	2	from	from	ADP
ajbmeb-37	288	3	https://americanjournal.org/index.php/ajbmeb/article/view/7	https://americanjournal.org/index.php/ajbmeb/article/view/7	PROPN
ajbmeb-37	288	4	http://openaccessjournals.eu/index.php/ijiaet/article/view/651	http://openaccessjournals.eu/index.php/ijiaet/article/view/651	PROPN
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