id	sid	tid	token	lemma	pos
ajsts-4495	1	1	pa	pa	PROPN
ajsts-4495	1	2	ge	ge	PROPN
ajsts-4495	1	3	1	1	NUM
ajsts-4495	1	4	pa	pa	PROPN
ajsts-4495	1	5	ge	ge	PROPN
ajsts-4495	1	6	49	49	NUM
ajsts-4495	1	7	american	american	PROPN
ajsts-4495	1	8	journal	journal	PROPN
ajsts-4495	1	9	of	of	ADP
ajsts-4495	1	10	smart	smart	ADJ
ajsts-4495	1	11	technology	technology	NOUN
ajsts-4495	1	12	and	and	CCONJ
ajsts-4495	1	13	solutions	solution	NOUN
ajsts-4495	1	14	(	(	PUNCT
ajsts-4495	1	15	ajsts	ajst	NOUN
ajsts-4495	1	16	)	)	PUNCT
ajsts-4495	1	17	ai	ai	NOUN
ajsts-4495	1	18	-	-	PUNCT
ajsts-4495	1	19	powered	power	VERB
ajsts-4495	1	20	automation	automation	NOUN
ajsts-4495	1	21	in	in	ADP
ajsts-4495	1	22	business	business	NOUN
ajsts-4495	1	23	operations	operation	NOUN
ajsts-4495	1	24	for	for	ADP
ajsts-4495	1	25	the	the	DET
ajsts-4495	1	26	future	future	PROPN
ajsts-4495	1	27	md	md	PROPN
ajsts-4495	1	28	zahirul	zahirul	PROPN
ajsts-4495	1	29	islam1	islam1	PROPN
ajsts-4495	1	30	,	,	PUNCT
ajsts-4495	1	31	prottoy	prottoy	PROPN
ajsts-4495	1	32	khan2	khan2	PROPN
ajsts-4495	1	33	,	,	PUNCT
ajsts-4495	1	34	sazib	sazib	PROPN
ajsts-4495	1	35	hossain3	hossain3	PROPN
ajsts-4495	1	36	*	*	PUNCT
ajsts-4495	1	37	volume	volume	NOUN
ajsts-4495	1	38	4	4	NUM
ajsts-4495	1	39	issue	issue	NOUN
ajsts-4495	1	40	1	1	NUM
ajsts-4495	1	41	,	,	PUNCT
ajsts-4495	1	42	year	year	NOUN
ajsts-4495	1	43	2025	2025	NUM
ajsts-4495	1	44	issn	issn	NOUN
ajsts-4495	1	45	:	:	PUNCT
ajsts-4495	1	46	2837	2837	NUM
ajsts-4495	1	47	-	-	SYM
ajsts-4495	1	48	0295	0295	NUM
ajsts-4495	1	49	(	(	PUNCT
ajsts-4495	1	50	online	online	ADJ
ajsts-4495	1	51	)	)	PUNCT
ajsts-4495	1	52	doi	doi	NOUN
ajsts-4495	1	53	:	:	PUNCT
ajsts-4495	1	54	https://doi.org/10.54536/ajsts.v4i1.4495	https://doi.org/10.54536/ajsts.v4i1.4495	PROPN
ajsts-4495	1	55	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	1	56	article	article	NOUN
ajsts-4495	1	57	information	information	NOUN
ajsts-4495	1	58	abstract	abstract	ADV
ajsts-4495	1	59	received	receive	VERB
ajsts-4495	1	60	:	:	PUNCT
ajsts-4495	1	61	february	february	NOUN
ajsts-4495	1	62	02	02	NUM
ajsts-4495	1	63	,	,	PUNCT
ajsts-4495	1	64	2025	2025	NUM
ajsts-4495	1	65	accepted	accept	VERB
ajsts-4495	1	66	:	:	PUNCT
ajsts-4495	1	67	march	march	PROPN
ajsts-4495	1	68	07	07	NUM
ajsts-4495	1	69	,	,	PUNCT
ajsts-4495	1	70	2025	2025	NUM
ajsts-4495	1	71	published	publish	VERB
ajsts-4495	1	72	:	:	PUNCT
ajsts-4495	1	73	april	april	PROPN
ajsts-4495	1	74	11	11	NUM
ajsts-4495	1	75	,	,	PUNCT
ajsts-4495	1	76	2025	2025	NUM
ajsts-4495	1	77	ai	ai	NOUN
ajsts-4495	1	78	and	and	CCONJ
ajsts-4495	1	79	rpa	rpa	PROPN
ajsts-4495	1	80	technologies	technology	NOUN
ajsts-4495	1	81	has	have	AUX
ajsts-4495	1	82	become	become	VERB
ajsts-4495	1	83	the	the	DET
ajsts-4495	1	84	latest	late	ADJ
ajsts-4495	1	85	trends	trend	NOUN
ajsts-4495	1	86	in	in	ADP
ajsts-4495	1	87	the	the	DET
ajsts-4495	1	88	business	business	NOUN
ajsts-4495	1	89	world	world	NOUN
ajsts-4495	1	90	that	that	PRON
ajsts-4495	1	91	have	have	AUX
ajsts-4495	1	92	revolutionized	revolutionize	VERB
ajsts-4495	1	93	the	the	DET
ajsts-4495	1	94	business	business	NOUN
ajsts-4495	1	95	sectors	sector	NOUN
ajsts-4495	1	96	at	at	ADP
ajsts-4495	1	97	an	an	DET
ajsts-4495	1	98	unprecedented	unprecedented	ADJ
ajsts-4495	1	99	pace	pace	NOUN
ajsts-4495	1	100	.	.	PUNCT
ajsts-4495	2	1	even	even	ADV
ajsts-4495	2	2	though	though	ADV
ajsts-4495	2	3	,	,	PUNCT
ajsts-4495	2	4	nowadays	nowadays	ADV
ajsts-4495	2	5	ai	ai	VERB
ajsts-4495	2	6	technologies	technology	NOUN
ajsts-4495	2	7	apply	apply	VERB
ajsts-4495	2	8	to	to	ADP
ajsts-4495	2	9	manufacturing	manufacturing	NOUN
ajsts-4495	2	10	,	,	PUNCT
ajsts-4495	2	11	logistics	logistic	NOUN
ajsts-4495	2	12	,	,	PUNCT
ajsts-4495	2	13	supply	supply	NOUN
ajsts-4495	2	14	chain	chain	NOUN
ajsts-4495	2	15	management	management	NOUN
ajsts-4495	2	16	industries	industry	NOUN
ajsts-4495	2	17	and	and	CCONJ
ajsts-4495	2	18	others	other	NOUN
ajsts-4495	2	19	,	,	PUNCT
ajsts-4495	2	20	the	the	DET
ajsts-4495	2	21	extent	extent	NOUN
ajsts-4495	2	22	of	of	ADP
ajsts-4495	2	23	their	their	PRON
ajsts-4495	2	24	benefits	benefit	NOUN
ajsts-4495	2	25	on	on	ADP
ajsts-4495	2	26	operational	operational	ADJ
ajsts-4495	2	27	capabilities	capability	NOUN
ajsts-4495	2	28	,	,	PUNCT
ajsts-4495	2	29	decision	decision	NOUN
ajsts-4495	2	30	-	-	PUNCT
ajsts-4495	2	31	making	make	VERB
ajsts-4495	2	32	procedures	procedure	NOUN
ajsts-4495	2	33	,	,	PUNCT
ajsts-4495	2	34	and	and	CCONJ
ajsts-4495	2	35	organizational	organizational	ADJ
ajsts-4495	2	36	performance	performance	NOUN
ajsts-4495	2	37	still	still	ADV
ajsts-4495	2	38	does	do	AUX
ajsts-4495	2	39	not	not	PART
ajsts-4495	2	40	receive	receive	VERB
ajsts-4495	2	41	enough	enough	ADJ
ajsts-4495	2	42	empirical	empirical	ADJ
ajsts-4495	2	43	research	research	NOUN
ajsts-4495	2	44	attention	attention	NOUN
ajsts-4495	2	45	.	.	PUNCT
ajsts-4495	3	1	to	to	ADP
ajsts-4495	3	2	this	this	DET
ajsts-4495	3	3	end	end	NOUN
ajsts-4495	3	4	,	,	PUNCT
ajsts-4495	3	5	this	this	DET
ajsts-4495	3	6	paper	paper	NOUN
ajsts-4495	3	7	seeks	seek	VERB
ajsts-4495	3	8	to	to	PART
ajsts-4495	3	9	fill	fill	VERB
ajsts-4495	3	10	this	this	DET
ajsts-4495	3	11	gap	gap	NOUN
ajsts-4495	3	12	by	by	ADP
ajsts-4495	3	13	explaining	explain	VERB
ajsts-4495	3	14	how	how	SCONJ
ajsts-4495	3	15	ai	ai	VERB
ajsts-4495	3	16	and	and	CCONJ
ajsts-4495	3	17	automation	automation	NOUN
ajsts-4495	3	18	,	,	PUNCT
ajsts-4495	3	19	more	more	ADV
ajsts-4495	3	20	specifically	specifically	ADV
ajsts-4495	3	21	rpa	rpa	NOUN
ajsts-4495	3	22	and	and	CCONJ
ajsts-4495	3	23	cognitive	cognitive	ADJ
ajsts-4495	3	24	automation	automation	NOUN
ajsts-4495	3	25	are	be	AUX
ajsts-4495	3	26	changing	change	VERB
ajsts-4495	3	27	business	business	NOUN
ajsts-4495	3	28	processes	process	NOUN
ajsts-4495	3	29	.	.	PUNCT
ajsts-4495	4	1	in	in	ADP
ajsts-4495	4	2	specific	specific	ADJ
ajsts-4495	4	3	,	,	PUNCT
ajsts-4495	4	4	the	the	DET
ajsts-4495	4	5	study	study	NOUN
ajsts-4495	4	6	focuses	focus	VERB
ajsts-4495	4	7	on	on	ADP
ajsts-4495	4	8	the	the	DET
ajsts-4495	4	9	general	general	ADJ
ajsts-4495	4	10	application	application	NOUN
ajsts-4495	4	11	of	of	ADP
ajsts-4495	4	12	ai	ai	NOUN
ajsts-4495	4	13	in	in	ADP
ajsts-4495	4	14	increasing	increase	VERB
ajsts-4495	4	15	productivity	productivity	NOUN
ajsts-4495	4	16	and	and	CCONJ
ajsts-4495	4	17	efficiency	efficiency	NOUN
ajsts-4495	4	18	as	as	ADV
ajsts-4495	4	19	well	well	ADV
ajsts-4495	4	20	as	as	ADP
ajsts-4495	4	21	reducing	reduce	VERB
ajsts-4495	4	22	human	human	ADJ
ajsts-4495	4	23	error	error	NOUN
ajsts-4495	4	24	occurrences	occurrence	NOUN
ajsts-4495	4	25	in	in	ADP
ajsts-4495	4	26	industries	industry	NOUN
ajsts-4495	4	27	that	that	PRON
ajsts-4495	4	28	consist	consist	VERB
ajsts-4495	4	29	of	of	ADP
ajsts-4495	4	30	automated	automate	VERB
ajsts-4495	4	31	systems	system	NOUN
ajsts-4495	4	32	.	.	PUNCT
ajsts-4495	5	1	the	the	DET
ajsts-4495	5	2	study	study	NOUN
ajsts-4495	5	3	uses	use	VERB
ajsts-4495	5	4	random	random	ADJ
ajsts-4495	5	5	forest	forest	NOUN
ajsts-4495	5	6	regression	regression	NOUN
ajsts-4495	5	7	and	and	CCONJ
ajsts-4495	5	8	classification	classification	NOUN
ajsts-4495	5	9	models	model	NOUN
ajsts-4495	5	10	to	to	PART
ajsts-4495	5	11	analyze	analyze	VERB
ajsts-4495	5	12	current	current	ADJ
ajsts-4495	5	13	data	datum	NOUN
ajsts-4495	5	14	from	from	ADP
ajsts-4495	5	15	robotic	robotic	ADJ
ajsts-4495	5	16	structures	structure	NOUN
ajsts-4495	5	17	to	to	PART
ajsts-4495	5	18	improve	improve	VERB
ajsts-4495	5	19	production	production	NOUN
ajsts-4495	5	20	line	line	NOUN
ajsts-4495	5	21	performance	performance	NOUN
ajsts-4495	5	22	in	in	ADP
ajsts-4495	5	23	manufacturing	manufacturing	NOUN
ajsts-4495	5	24	firms	firm	NOUN
ajsts-4495	5	25	.	.	PUNCT
ajsts-4495	6	1	this	this	DET
ajsts-4495	6	2	paper	paper	NOUN
ajsts-4495	6	3	proves	prove	VERB
ajsts-4495	6	4	that	that	SCONJ
ajsts-4495	6	5	ai	ai	VERB
ajsts-4495	6	6	automation	automation	NOUN
ajsts-4495	6	7	helps	help	VERB
ajsts-4495	6	8	in	in	ADP
ajsts-4495	6	9	enhancing	enhance	VERB
ajsts-4495	6	10	all	all	DET
ajsts-4495	6	11	the	the	DET
ajsts-4495	6	12	time	time	NOUN
ajsts-4495	6	13	prediction	prediction	NOUN
ajsts-4495	6	14	processes	process	NOUN
ajsts-4495	6	15	and	and	CCONJ
ajsts-4495	6	16	also	also	ADV
ajsts-4495	6	17	cooperates	cooperate	VERB
ajsts-4495	6	18	with	with	ADP
ajsts-4495	6	19	the	the	DET
ajsts-4495	6	20	decision	decision	NOUN
ajsts-4495	6	21	-	-	PUNCT
ajsts-4495	6	22	making	make	VERB
ajsts-4495	6	23	process	process	NOUN
ajsts-4495	6	24	by	by	ADP
ajsts-4495	6	25	eradicating	eradicate	VERB
ajsts-4495	6	26	operations	operation	NOUN
ajsts-4495	6	27	and	and	CCONJ
ajsts-4495	6	28	decreasing	decrease	VERB
ajsts-4495	6	29	the	the	DET
ajsts-4495	6	30	odds	odd	NOUN
ajsts-4495	6	31	in	in	ADP
ajsts-4495	6	32	the	the	DET
ajsts-4495	6	33	course	course	NOUN
ajsts-4495	6	34	of	of	ADP
ajsts-4495	6	35	error	error	NOUN
ajsts-4495	6	36	.	.	PUNCT
ajsts-4495	7	1	thus	thus	ADV
ajsts-4495	7	2	,	,	PUNCT
ajsts-4495	7	3	the	the	DET
ajsts-4495	7	4	outcomes	outcome	NOUN
ajsts-4495	7	5	indicate	indicate	VERB
ajsts-4495	7	6	a	a	DET
ajsts-4495	7	7	need	need	NOUN
ajsts-4495	7	8	to	to	PART
ajsts-4495	7	9	combine	combine	VERB
ajsts-4495	7	10	new	new	ADJ
ajsts-4495	7	11	technologies	technology	NOUN
ajsts-4495	7	12	like	like	ADP
ajsts-4495	7	13	blockchain	blockchain	PROPN
ajsts-4495	7	14	and	and	CCONJ
ajsts-4495	7	15	5	5	NUM
ajsts-4495	7	16	g	g	NOUN
ajsts-4495	7	17	to	to	PART
ajsts-4495	7	18	strengthen	strengthen	VERB
ajsts-4495	7	19	the	the	DET
ajsts-4495	7	20	security	security	NOUN
ajsts-4495	7	21	component	component	NOUN
ajsts-4495	7	22	,	,	PUNCT
ajsts-4495	7	23	develop	develop	VERB
ajsts-4495	7	24	efficient	efficient	ADJ
ajsts-4495	7	25	data	datum	NOUN
ajsts-4495	7	26	management	management	NOUN
ajsts-4495	7	27	,	,	PUNCT
ajsts-4495	7	28	as	as	ADP
ajsts-4495	7	29	wel	wel	PROPN
ajsts-4495	7	30	l	l	PROPN
ajsts-4495	7	31	as	as	ADP
ajsts-4495	7	32	real	real	ADJ
ajsts-4495	7	33	-	-	PUNCT
ajsts-4495	7	34	time	time	NOUN
ajsts-4495	7	35	analysis	analysis	NOUN
ajsts-4495	7	36	–	–	PUNCT
ajsts-4495	7	37	all	all	PRON
ajsts-4495	7	38	of	of	ADP
ajsts-4495	7	39	which	which	PRON
ajsts-4495	7	40	expand	expand	VERB
ajsts-4495	7	41	ai	ai	PRON
ajsts-4495	7	42	possibilities	possibility	NOUN
ajsts-4495	7	43	.	.	PUNCT
ajsts-4495	8	1	thus	thus	ADV
ajsts-4495	8	2	,	,	PUNCT
ajsts-4495	8	3	based	base	VERB
ajsts-4495	8	4	on	on	ADP
ajsts-4495	8	5	the	the	DET
ajsts-4495	8	6	analysis	analysis	NOUN
ajsts-4495	8	7	of	of	ADP
ajsts-4495	8	8	such	such	ADJ
ajsts-4495	8	9	trends	trend	NOUN
ajsts-4495	8	10	as	as	ADP
ajsts-4495	8	11	cognitive	cognitive	ADJ
ajsts-4495	8	12	automation	automation	NOUN
ajsts-4495	8	13	,	,	PUNCT
ajsts-4495	8	14	decision	decision	NOUN
ajsts-4495	8	15	making	making	NOUN
ajsts-4495	8	16	,	,	PUNCT
ajsts-4495	8	17	and	and	CCONJ
ajsts-4495	8	18	maintenance	maintenance	NOUN
ajsts-4495	8	19	this	this	DET
ajsts-4495	8	20	paper	paper	NOUN
ajsts-4495	8	21	discusses	discuss	VERB
ajsts-4495	8	22	how	how	SCONJ
ajsts-4495	8	23	ai	ai	AUX
ajsts-4495	8	24	can	can	AUX
ajsts-4495	8	25	transform	transform	VERB
ajsts-4495	8	26	businesses	business	NOUN
ajsts-4495	8	27	.	.	PUNCT
ajsts-4495	9	1	in	in	ADP
ajsts-4495	9	2	addition	addition	NOUN
ajsts-4495	9	3	,	,	PUNCT
ajsts-4495	9	4	it	it	PRON
ajsts-4495	9	5	identifies	identify	VERB
ajsts-4495	9	6	factors	factor	NOUN
ajsts-4495	9	7	affecting	affect	VERB
ajsts-4495	9	8	implementation	implementation	NOUN
ajsts-4495	9	9	in	in	ADP
ajsts-4495	9	10	organizations	organization	NOUN
ajsts-4495	9	11	including	include	VERB
ajsts-4495	9	12	workforce	workforce	NOUN
ajsts-4495	9	13	changes	change	NOUN
ajsts-4495	9	14	,	,	PUNCT
ajsts-4495	9	15	data	datum	NOUN
ajsts-4495	9	16	issues	issue	NOUN
ajsts-4495	9	17	,	,	PUNCT
ajsts-4495	9	18	and	and	CCONJ
ajsts-4495	9	19	input	input	NOUN
ajsts-4495	9	20	data	datum	NOUN
ajsts-4495	9	21	that	that	PRON
ajsts-4495	9	22	is	be	AUX
ajsts-4495	9	23	of	of	ADP
ajsts-4495	9	24	poor	poor	ADJ
ajsts-4495	9	25	quality	quality	NOUN
ajsts-4495	9	26	.	.	PUNCT
ajsts-4495	10	1	it	it	PRON
ajsts-4495	10	2	also	also	ADV
ajsts-4495	10	3	offers	offer	VERB
ajsts-4495	10	4	a	a	DET
ajsts-4495	10	5	practical	practical	ADJ
ajsts-4495	10	6	set	set	NOUN
ajsts-4495	10	7	of	of	ADP
ajsts-4495	10	8	suggestions	suggestion	NOUN
ajsts-4495	10	9	for	for	ADP
ajsts-4495	10	10	organisations	organisation	NOUN
ajsts-4495	10	11	concerning	concern	VERB
ajsts-4495	10	12	with	with	ADP
ajsts-4495	10	13	shifting	shift	VERB
ajsts-4495	10	14	ai	ai	VERB
ajsts-4495	10	15	landscape	landscape	NOUN
ajsts-4495	10	16	,	,	PUNCT
ajsts-4495	10	17	it	it	PRON
ajsts-4495	10	18	also	also	ADV
ajsts-4495	10	19	gives	give	VERB
ajsts-4495	10	20	consideration	consideration	NOUN
ajsts-4495	10	21	of	of	ADP
ajsts-4495	10	22	the	the	DET
ajsts-4495	10	23	moral	moral	ADJ
ajsts-4495	10	24	issues	issue	NOUN
ajsts-4495	10	25	and	and	CCONJ
ajsts-4495	10	26	social	social	ADJ
ajsts-4495	10	27	impacts	impact	NOUN
ajsts-4495	10	28	of	of	ADP
ajsts-4495	10	29	ai	ai	PRON
ajsts-4495	10	30	technology	technology	NOUN
ajsts-4495	10	31	in	in	ADP
ajsts-4495	10	32	its	its	PRON
ajsts-4495	10	33	discussion	discussion	NOUN
ajsts-4495	10	34	.	.	PUNCT
ajsts-4495	11	1	keywords	keyword	NOUN
ajsts-4495	11	2	ai	ai	VERB
ajsts-4495	11	3	ethics	ethic	NOUN
ajsts-4495	11	4	,	,	PUNCT
ajsts-4495	11	5	ai	ai	VERB
ajsts-4495	11	6	in	in	ADP
ajsts-4495	11	7	hr	hr	NOUN
ajsts-4495	11	8	,	,	PUNCT
ajsts-4495	11	9	ai	ai	VERB
ajsts-4495	11	10	in	in	ADP
ajsts-4495	11	11	marketing	marketing	NOUN
ajsts-4495	11	12	,	,	PUNCT
ajsts-4495	11	13	artificial	artificial	ADJ
ajsts-4495	11	14	intelligence	intelligence	NOUN
ajsts-4495	11	15	,	,	PUNCT
ajsts-4495	11	16	business	business	NOUN
ajsts-4495	11	17	automation	automation	NOUN
ajsts-4495	11	18	,	,	PUNCT
ajsts-4495	11	19	digital	digital	ADJ
ajsts-4495	11	20	transformation	transformation	NOUN
ajsts-4495	11	21	,	,	PUNCT
ajsts-4495	11	22	future	future	NOUN
ajsts-4495	11	23	of	of	ADP
ajsts-4495	11	24	work	work	NOUN
ajsts-4495	11	25	,	,	PUNCT
ajsts-4495	11	26	robotic	robotic	ADJ
ajsts-4495	11	27	process	process	NOUN
ajsts-4495	11	28	automation	automation	NOUN
ajsts-4495	11	29	(	(	PUNCT
ajsts-4495	11	30	rpa	rpa	PROPN
ajsts-4495	11	31	)	)	PUNCT
ajsts-4495	11	32	,	,	PUNCT
ajsts-4495	11	33	supply	supply	NOUN
ajsts-4495	11	34	chain	chain	NOUN
ajsts-4495	11	35	optimization	optimization	NOUN
ajsts-4495	11	36	1	1	NUM
ajsts-4495	11	37	school	school	NOUN
ajsts-4495	11	38	of	of	ADP
ajsts-4495	11	39	electrical	electrical	ADJ
ajsts-4495	11	40	engineering	engineering	NOUN
ajsts-4495	11	41	,	,	PUNCT
ajsts-4495	11	42	china	china	PROPN
ajsts-4495	11	43	university	university	PROPN
ajsts-4495	11	44	of	of	ADP
ajsts-4495	11	45	mining	mining	NOUN
ajsts-4495	11	46	and	and	CCONJ
ajsts-4495	11	47	technology	technology	NOUN
ajsts-4495	11	48	,	,	PUNCT
ajsts-4495	11	49	xuzhou	xuzhou	PROPN
ajsts-4495	11	50	,	,	PUNCT
ajsts-4495	11	51	jiangsu	jiangsu	PROPN
ajsts-4495	11	52	,	,	PUNCT
ajsts-4495	11	53	china	china	PROPN
ajsts-4495	11	54	2	2	NUM
ajsts-4495	11	55	school	school	NOUN
ajsts-4495	11	56	of	of	ADP
ajsts-4495	11	57	artificial	artificial	ADJ
ajsts-4495	11	58	intelligence	intelligence	NOUN
ajsts-4495	11	59	and	and	CCONJ
ajsts-4495	11	60	computer	computer	NOUN
ajsts-4495	11	61	science	science	NOUN
ajsts-4495	11	62	,	,	PUNCT
ajsts-4495	11	63	nantong	nantong	PROPN
ajsts-4495	11	64	university	university	PROPN
ajsts-4495	11	65	,	,	PUNCT
ajsts-4495	11	66	nantong	nantong	PROPN
ajsts-4495	11	67	,	,	PUNCT
ajsts-4495	11	68	jiangsu	jiangsu	PROPN
ajsts-4495	11	69	,	,	PUNCT
ajsts-4495	11	70	china	china	PROPN
ajsts-4495	11	71	3	3	NUM
ajsts-4495	11	72	school	school	NOUN
ajsts-4495	11	73	of	of	ADP
ajsts-4495	11	74	business	business	NOUN
ajsts-4495	11	75	,	,	PUNCT
ajsts-4495	11	76	nanjing	nanjing	PROPN
ajsts-4495	11	77	university	university	PROPN
ajsts-4495	11	78	of	of	ADP
ajsts-4495	11	79	information	information	NOUN
ajsts-4495	11	80	science	science	PROPN
ajsts-4495	11	81	&	&	CCONJ
ajsts-4495	11	82	technology	technology	PROPN
ajsts-4495	11	83	,	,	PUNCT
ajsts-4495	11	84	nanjing	nanjing	PROPN
ajsts-4495	11	85	,	,	PUNCT
ajsts-4495	11	86	china	china	PROPN
ajsts-4495	11	87	*	*	PUNCT
ajsts-4495	11	88	corresponding	correspond	VERB
ajsts-4495	11	89	author	author	NOUN
ajsts-4495	11	90	’s	’s	PART
ajsts-4495	11	91	e	e	NOUN
ajsts-4495	11	92	-	-	NOUN
ajsts-4495	11	93	mail	mail	NOUN
ajsts-4495	11	94	:	:	PUNCT
ajsts-4495	11	95	esazibhossain@gmail.com	esazibhossain@gmail.com	X
ajsts-4495	11	96	introduction	introduction	NOUN
ajsts-4495	11	97	automation	automation	NOUN
ajsts-4495	11	98	through	through	ADP
ajsts-4495	11	99	the	the	DET
ajsts-4495	11	100	use	use	NOUN
ajsts-4495	11	101	of	of	ADP
ajsts-4495	11	102	artificial	artificial	ADJ
ajsts-4495	11	103	intelligence	intelligence	NOUN
ajsts-4495	11	104	has	have	AUX
ajsts-4495	11	105	cropped	crop	VERB
ajsts-4495	11	106	up	up	ADP
ajsts-4495	11	107	as	as	ADP
ajsts-4495	11	108	a	a	DET
ajsts-4495	11	109	competitive	competitive	ADJ
ajsts-4495	11	110	advantage	advantage	NOUN
ajsts-4495	11	111	transformant	transformant	NOUN
ajsts-4495	11	112	in	in	ADP
ajsts-4495	11	113	business	business	NOUN
ajsts-4495	11	114	across	across	ADP
ajsts-4495	11	115	various	various	ADJ
ajsts-4495	11	116	fields	field	NOUN
ajsts-4495	11	117	(	(	PUNCT
ajsts-4495	11	118	hossain	hossain	PROPN
ajsts-4495	11	119	&	&	CCONJ
ajsts-4495	11	120	nur	nur	PROPN
ajsts-4495	11	121	,	,	PUNCT
ajsts-4495	11	122	2024	2024	NUM
ajsts-4495	11	123	)	)	PUNCT
ajsts-4495	11	124	.	.	PUNCT
ajsts-4495	12	1	as	as	SCONJ
ajsts-4495	12	2	markets	market	NOUN
ajsts-4495	12	3	continue	continue	VERB
ajsts-4495	12	4	to	to	PART
ajsts-4495	12	5	evolve	evolve	VERB
ajsts-4495	12	6	and	and	CCONJ
ajsts-4495	12	7	the	the	DET
ajsts-4495	12	8	importance	importance	NOUN
ajsts-4495	12	9	of	of	ADP
ajsts-4495	12	10	competition	competition	NOUN
ajsts-4495	12	11	grows	grow	VERB
ajsts-4495	12	12	,	,	PUNCT
ajsts-4495	12	13	automated	automate	VERB
ajsts-4495	12	14	solutions	solution	NOUN
ajsts-4495	12	15	based	base	VERB
ajsts-4495	12	16	on	on	ADP
ajsts-4495	12	17	artificial	artificial	ADJ
ajsts-4495	12	18	intelligence	intelligence	NOUN
ajsts-4495	12	19	are	be	AUX
ajsts-4495	12	20	getting	get	VERB
ajsts-4495	12	21	to	to	PART
ajsts-4495	12	22	be	be	AUX
ajsts-4495	12	23	an	an	DET
ajsts-4495	12	24	invaluable	invaluable	ADJ
ajsts-4495	12	25	technique	technique	NOUN
ajsts-4495	12	26	when	when	SCONJ
ajsts-4495	12	27	it	it	PRON
ajsts-4495	12	28	comes	come	VERB
ajsts-4495	12	29	to	to	ADP
ajsts-4495	12	30	performance	performance	NOUN
ajsts-4495	12	31	enhancement	enhancement	NOUN
ajsts-4495	12	32	and	and	CCONJ
ajsts-4495	12	33	expansion	expansion	NOUN
ajsts-4495	12	34	.	.	PUNCT
ajsts-4495	13	1	in	in	ADP
ajsts-4495	13	2	recent	recent	ADJ
ajsts-4495	13	3	times	time	NOUN
ajsts-4495	13	4	,	,	PUNCT
ajsts-4495	13	5	the	the	DET
ajsts-4495	13	6	incorporation	incorporation	NOUN
ajsts-4495	13	7	of	of	ADP
ajsts-4495	13	8	the	the	DET
ajsts-4495	13	9	different	different	ADJ
ajsts-4495	13	10	uses	use	NOUN
ajsts-4495	13	11	of	of	ADP
ajsts-4495	13	12	artificial	artificial	ADJ
ajsts-4495	13	13	intelligence	intelligence	NOUN
ajsts-4495	13	14	(	(	PUNCT
ajsts-4495	13	15	ai	ai	NOUN
ajsts-4495	13	16	)	)	PUNCT
ajsts-4495	13	17	and	and	CCONJ
ajsts-4495	13	18	machine	machine	NOUN
ajsts-4495	13	19	learning	learning	NOUN
ajsts-4495	13	20	(	(	PUNCT
ajsts-4495	13	21	ml	ml	NOUN
ajsts-4495	13	22	)	)	PUNCT
ajsts-4495	13	23	has	have	AUX
ajsts-4495	13	24	paved	pave	VERB
ajsts-4495	13	25	the	the	DET
ajsts-4495	13	26	way	way	NOUN
ajsts-4495	13	27	for	for	ADP
ajsts-4495	13	28	the	the	DET
ajsts-4495	13	29	automation	automation	NOUN
ajsts-4495	13	30	of	of	ADP
ajsts-4495	13	31	task	task	NOUN
ajsts-4495	13	32	which	which	PRON
ajsts-4495	13	33	it	it	PRON
ajsts-4495	13	34	was	be	AUX
ajsts-4495	13	35	believed	believe	VERB
ajsts-4495	13	36	could	could	AUX
ajsts-4495	13	37	only	only	ADV
ajsts-4495	13	38	be	be	AUX
ajsts-4495	13	39	done	do	VERB
ajsts-4495	13	40	by	by	ADP
ajsts-4495	13	41	experts	expert	NOUN
ajsts-4495	13	42	.	.	PUNCT
ajsts-4495	14	1	this	this	DET
ajsts-4495	14	2	conventional	conventional	ADJ
ajsts-4495	14	3	approach	approach	NOUN
ajsts-4495	14	4	to	to	ADP
ajsts-4495	14	5	increasing	increase	VERB
ajsts-4495	14	6	automation	automation	NOUN
ajsts-4495	14	7	is	be	AUX
ajsts-4495	14	8	not	not	PART
ajsts-4495	14	9	limited	limit	VERB
ajsts-4495	14	10	to	to	ADP
ajsts-4495	14	11	substituting	substitute	VERB
ajsts-4495	14	12	human	human	ADJ
ajsts-4495	14	13	effort	effort	NOUN
ajsts-4495	14	14	with	with	ADP
ajsts-4495	14	15	machines	machine	NOUN
ajsts-4495	14	16	but	but	CCONJ
ajsts-4495	14	17	even	even	ADV
ajsts-4495	14	18	the	the	DET
ajsts-4495	14	19	mere	mere	ADJ
ajsts-4495	14	20	mechanization	mechanization	NOUN
ajsts-4495	14	21	of	of	ADP
ajsts-4495	14	22	simple	simple	ADJ
ajsts-4495	14	23	tasks	task	NOUN
ajsts-4495	14	24	;	;	PUNCT
ajsts-4495	14	25	here	here	ADV
ajsts-4495	14	26	,	,	PUNCT
ajsts-4495	14	27	a	a	DET
ajsts-4495	14	28	new	new	ADJ
ajsts-4495	14	29	work	work	NOUN
ajsts-4495	14	30	-	-	PUNCT
ajsts-4495	14	31	force	force	NOUN
ajsts-4495	14	32	that	that	PRON
ajsts-4495	14	33	learns	learn	VERB
ajsts-4495	14	34	,	,	PUNCT
ajsts-4495	14	35	and	and	CCONJ
ajsts-4495	14	36	responds	respond	VERB
ajsts-4495	14	37	to	to	ADP
ajsts-4495	14	38	changing	change	VERB
ajsts-4495	14	39	data	datum	NOUN
ajsts-4495	14	40	input	input	NOUN
ajsts-4495	14	41	in	in	ADP
ajsts-4495	14	42	order	order	NOUN
ajsts-4495	14	43	to	to	PART
ajsts-4495	14	44	improve	improve	VERB
ajsts-4495	14	45	the	the	DET
ajsts-4495	14	46	flow	flow	NOUN
ajsts-4495	14	47	of	of	ADP
ajsts-4495	14	48	the	the	DET
ajsts-4495	14	49	work	work	NOUN
ajsts-4495	14	50	process	process	NOUN
ajsts-4495	14	51	is	be	AUX
ajsts-4495	14	52	envisaged	envisage	VERB
ajsts-4495	14	53	.	.	PUNCT
ajsts-4495	15	1	due	due	ADP
ajsts-4495	15	2	to	to	ADP
ajsts-4495	15	3	the	the	DET
ajsts-4495	15	4	new	new	ADJ
ajsts-4495	15	5	cognitive	cognitive	ADJ
ajsts-4495	15	6	functions	function	NOUN
ajsts-4495	15	7	,	,	PUNCT
ajsts-4495	15	8	ai	ai	VERB
ajsts-4495	15	9	is	be	AUX
ajsts-4495	15	10	now	now	ADV
ajsts-4495	15	11	capable	capable	ADJ
ajsts-4495	15	12	of	of	ADP
ajsts-4495	15	13	functional	functional	ADJ
ajsts-4495	15	14	areas	area	NOUN
ajsts-4495	15	15	of	of	ADP
ajsts-4495	15	16	activity	activity	NOUN
ajsts-4495	15	17	,	,	PUNCT
ajsts-4495	15	18	recognition	recognition	NOUN
ajsts-4495	15	19	,	,	PUNCT
ajsts-4495	15	20	analysis	analysis	NOUN
ajsts-4495	15	21	of	of	ADP
ajsts-4495	15	22	data	datum	NOUN
ajsts-4495	15	23	,	,	PUNCT
ajsts-4495	15	24	decision	decision	NOUN
ajsts-4495	15	25	-	-	PUNCT
ajsts-4495	15	26	making	making	NOUN
ajsts-4495	15	27	and	and	CCONJ
ajsts-4495	15	28	even	even	ADV
ajsts-4495	15	29	modelling	modelling	NOUN
ajsts-4495	15	30	.	.	PUNCT
ajsts-4495	16	1	companies	company	NOUN
ajsts-4495	16	2	compete	compete	VERB
ajsts-4495	16	3	in	in	ADP
ajsts-4495	16	4	the	the	DET
ajsts-4495	16	5	current	current	ADJ
ajsts-4495	16	6	context	context	NOUN
ajsts-4495	16	7	of	of	ADP
ajsts-4495	16	8	contemporary	contemporary	ADJ
ajsts-4495	16	9	business	business	NOUN
ajsts-4495	16	10	environments	environment	NOUN
ajsts-4495	16	11	where	where	SCONJ
ajsts-4495	16	12	the	the	DET
ajsts-4495	16	13	focus	focus	NOUN
ajsts-4495	16	14	is	be	AUX
ajsts-4495	16	15	on	on	ADP
ajsts-4495	16	16	the	the	DET
ajsts-4495	16	17	regular	regular	ADJ
ajsts-4495	16	18	progress	progress	NOUN
ajsts-4495	16	19	of	of	ADP
ajsts-4495	16	20	business	business	NOUN
ajsts-4495	16	21	processes	process	NOUN
ajsts-4495	16	22	rather	rather	ADV
ajsts-4495	16	23	than	than	ADP
ajsts-4495	16	24	the	the	DET
ajsts-4495	16	25	mere	mere	ADJ
ajsts-4495	16	26	refinement	refinement	NOUN
ajsts-4495	16	27	of	of	ADP
ajsts-4495	16	28	the	the	DET
ajsts-4495	16	29	existing	exist	VERB
ajsts-4495	16	30	ones	one	NOUN
ajsts-4495	16	31	.	.	PUNCT
ajsts-4495	17	1	organizations	organization	NOUN
ajsts-4495	17	2	need	need	VERB
ajsts-4495	17	3	to	to	PART
ajsts-4495	17	4	devise	devise	VERB
ajsts-4495	17	5	,	,	PUNCT
ajsts-4495	17	6	evolve	evolve	VERB
ajsts-4495	17	7	,	,	PUNCT
ajsts-4495	17	8	and	and	CCONJ
ajsts-4495	17	9	rationalise	rationalise	NOUN
ajsts-4495	17	10	sustainable	sustainable	ADJ
ajsts-4495	17	11	practices	practice	NOUN
ajsts-4495	17	12	that	that	PRON
ajsts-4495	17	13	meet	meet	VERB
ajsts-4495	17	14	the	the	DET
ajsts-4495	17	15	changing	change	VERB
ajsts-4495	17	16	demands	demand	NOUN
ajsts-4495	17	17	of	of	ADP
ajsts-4495	17	18	the	the	DET
ajsts-4495	17	19	customer	customer	NOUN
ajsts-4495	17	20	base	base	NOUN
ajsts-4495	17	21	in	in	ADP
ajsts-4495	17	22	terms	term	NOUN
ajsts-4495	17	23	of	of	ADP
ajsts-4495	17	24	products	product	NOUN
ajsts-4495	17	25	and	and	CCONJ
ajsts-4495	17	26	services	service	NOUN
ajsts-4495	17	27	offered	offer	VERB
ajsts-4495	17	28	and	and	CCONJ
ajsts-4495	17	29	those	those	DET
ajsts-4495	17	30	proactively	proactively	ADV
ajsts-4495	17	31	search	search	NOUN
ajsts-4495	17	32	for	for	ADP
ajsts-4495	17	33	ways	way	NOUN
ajsts-4495	17	34	of	of	ADP
ajsts-4495	17	35	cutting	cut	VERB
ajsts-4495	17	36	costs	cost	NOUN
ajsts-4495	17	37	and	and	CCONJ
ajsts-4495	17	38	improving	improve	VERB
ajsts-4495	17	39	efficiency	efficiency	NOUN
ajsts-4495	17	40	.	.	PUNCT
ajsts-4495	18	1	according	accord	VERB
ajsts-4495	18	2	to	to	ADP
ajsts-4495	18	3	brynjolfsson	brynjolfsson	NOUN
ajsts-4495	18	4	and	and	CCONJ
ajsts-4495	18	5	mcafee	mcafee	PROPN
ajsts-4495	18	6	(	(	PUNCT
ajsts-4495	18	7	2014	2014	NUM
ajsts-4495	18	8	)	)	PUNCT
ajsts-4495	18	9	,	,	PUNCT
ajsts-4495	18	10	ai	ai	AUX
ajsts-4495	18	11	automation	automation	NOUN
ajsts-4495	18	12	transformed	transform	VERB
ajsts-4495	18	13	the	the	DET
ajsts-4495	18	14	strategies	strategy	NOUN
ajsts-4495	18	15	of	of	ADP
ajsts-4495	18	16	myriad	myriad	ADJ
ajsts-4495	18	17	businesses	business	NOUN
ajsts-4495	18	18	making	make	VERB
ajsts-4495	18	19	it	it	PRON
ajsts-4495	18	20	possible	possible	ADJ
ajsts-4495	18	21	for	for	SCONJ
ajsts-4495	18	22	companies	company	NOUN
ajsts-4495	18	23	to	to	PART
ajsts-4495	18	24	achieve	achieve	VERB
ajsts-4495	18	25	higher	high	ADJ
ajsts-4495	18	26	efficiency	efficiency	NOUN
ajsts-4495	18	27	that	that	PRON
ajsts-4495	18	28	was	be	AUX
ajsts-4495	18	29	earlier	early	ADV
ajsts-4495	18	30	unimaginable	unimaginable	ADJ
ajsts-4495	18	31	and	and	CCONJ
ajsts-4495	18	32	opening	open	VERB
ajsts-4495	18	33	new	new	ADJ
ajsts-4495	18	34	opportunities	opportunity	NOUN
ajsts-4495	18	35	for	for	SCONJ
ajsts-4495	18	36	companies	company	NOUN
ajsts-4495	18	37	to	to	PART
ajsts-4495	18	38	expand	expand	VERB
ajsts-4495	18	39	.	.	PUNCT
ajsts-4495	19	1	ai	ai	VERB
ajsts-4495	19	2	use	use	NOUN
ajsts-4495	19	3	in	in	ADP
ajsts-4495	19	4	automation	automation	NOUN
ajsts-4495	19	5	benefits	benefit	NOUN
ajsts-4495	19	6	an	an	DET
ajsts-4495	19	7	organization	organization	NOUN
ajsts-4495	19	8	through	through	ADP
ajsts-4495	19	9	cutting	cut	VERB
ajsts-4495	19	10	on	on	ADP
ajsts-4495	19	11	costs	cost	NOUN
ajsts-4495	19	12	of	of	ADP
ajsts-4495	19	13	working	work	VERB
ajsts-4495	19	14	by	by	ADP
ajsts-4495	19	15	providing	provide	VERB
ajsts-4495	19	16	data	datum	NOUN
ajsts-4495	19	17	insights	insight	NOUN
ajsts-4495	19	18	in	in	ADP
ajsts-4495	19	19	decision	decision	NOUN
ajsts-4495	19	20	making	making	NOUN
ajsts-4495	19	21	,	,	PUNCT
ajsts-4495	19	22	reducing	reduce	VERB
ajsts-4495	19	23	chances	chance	NOUN
ajsts-4495	19	24	of	of	ADP
ajsts-4495	19	25	errors	error	NOUN
ajsts-4495	19	26	,	,	PUNCT
ajsts-4495	19	27	and	and	CCONJ
ajsts-4495	19	28	increasing	increase	VERB
ajsts-4495	19	29	response	response	NOUN
ajsts-4495	19	30	rates	rate	NOUN
ajsts-4495	19	31	.	.	PUNCT
ajsts-4495	20	1	due	due	ADP
ajsts-4495	20	2	to	to	ADP
ajsts-4495	20	3	this	this	PRON
ajsts-4495	20	4	,	,	PUNCT
ajsts-4495	20	5	it	it	PRON
ajsts-4495	20	6	becomes	become	VERB
ajsts-4495	20	7	easier	easy	ADJ
ajsts-4495	20	8	to	to	PART
ajsts-4495	20	9	make	make	VERB
ajsts-4495	20	10	better	well	ADJ
ajsts-4495	20	11	and	and	CCONJ
ajsts-4495	20	12	faster	fast	ADJ
ajsts-4495	20	13	decision	decision	NOUN
ajsts-4495	20	14	that	that	PRON
ajsts-4495	20	15	is	be	AUX
ajsts-4495	20	16	more	more	ADV
ajsts-4495	20	17	appropriate	appropriate	ADJ
ajsts-4495	20	18	in	in	ADP
ajsts-4495	20	19	fields	field	NOUN
ajsts-4495	20	20	like	like	ADP
ajsts-4495	20	21	manufacturing	manufacturing	NOUN
ajsts-4495	20	22	,	,	PUNCT
ajsts-4495	20	23	logistics	logistic	NOUN
ajsts-4495	20	24	,	,	PUNCT
ajsts-4495	20	25	financial	financial	ADJ
ajsts-4495	20	26	service	service	NOUN
ajsts-4495	20	27	and	and	CCONJ
ajsts-4495	20	28	customer	customer	NOUN
ajsts-4495	20	29	service	service	NOUN
ajsts-4495	20	30	among	among	ADP
ajsts-4495	20	31	others	other	NOUN
ajsts-4495	20	32	.	.	PUNCT
ajsts-4495	21	1	a	a	DET
ajsts-4495	21	2	very	very	ADV
ajsts-4495	21	3	common	common	ADJ
ajsts-4495	21	4	trend	trend	NOUN
ajsts-4495	21	5	in	in	ADP
ajsts-4495	21	6	ai	ai	NOUN
ajsts-4495	21	7	and	and	CCONJ
ajsts-4495	21	8	automation	automation	NOUN
ajsts-4495	21	9	has	have	AUX
ajsts-4495	21	10	been	be	AUX
ajsts-4495	21	11	recognition	recognition	NOUN
ajsts-4495	21	12	employed	employ	VERB
ajsts-4495	21	13	in	in	ADP
ajsts-4495	21	14	robotic	robotic	ADJ
ajsts-4495	21	15	process	process	NOUN
ajsts-4495	21	16	automation	automation	NOUN
ajsts-4495	21	17	and	and	CCONJ
ajsts-4495	21	18	manufacturing	manufacturing	NOUN
ajsts-4495	21	19	automation	automation	NOUN
ajsts-4495	21	20	.	.	PUNCT
ajsts-4495	22	1	it	it	PRON
ajsts-4495	22	2	is	be	AUX
ajsts-4495	22	3	worth	worth	ADJ
ajsts-4495	22	4	distinguishing	distinguish	VERB
ajsts-4495	22	5	automation	automation	NOUN
ajsts-4495	22	6	from	from	ADP
ajsts-4495	22	7	artificial	artificial	ADJ
ajsts-4495	22	8	intelligence	intelligence	NOUN
ajsts-4495	22	9	because	because	SCONJ
ajsts-4495	22	10	the	the	DET
ajsts-4495	22	11	automation	automation	NOUN
ajsts-4495	22	12	that	that	PRON
ajsts-4495	22	13	was	be	AUX
ajsts-4495	22	14	used	use	VERB
ajsts-4495	22	15	in	in	ADP
ajsts-4495	22	16	the	the	DET
ajsts-4495	22	17	past	past	NOUN
ajsts-4495	22	18	was	be	AUX
ajsts-4495	22	19	quite	quite	ADV
ajsts-4495	22	20	limited	limited	ADJ
ajsts-4495	22	21	to	to	ADP
ajsts-4495	22	22	simple	simple	ADJ
ajsts-4495	22	23	routine	routine	ADJ
ajsts-4495	22	24	works	work	NOUN
ajsts-4495	22	25	as	as	SCONJ
ajsts-4495	22	26	compared	compare	VERB
ajsts-4495	22	27	to	to	ADP
ajsts-4495	22	28	using	use	VERB
ajsts-4495	22	29	artificial	artificial	ADJ
ajsts-4495	22	30	intelligence	intelligence	NOUN
ajsts-4495	22	31	.	.	PUNCT
ajsts-4495	23	1	ai	ai	AUX
ajsts-4495	23	2	technologies	technology	NOUN
ajsts-4495	23	3	involve	involve	VERB
ajsts-4495	23	4	the	the	DET
ajsts-4495	23	5	robots	robot	NOUN
ajsts-4495	23	6	and	and	CCONJ
ajsts-4495	23	7	other	other	ADJ
ajsts-4495	23	8	systems	system	NOUN
ajsts-4495	23	9	that	that	PRON
ajsts-4495	23	10	are	be	AUX
ajsts-4495	23	11	capable	capable	ADJ
ajsts-4495	23	12	of	of	ADP
ajsts-4495	23	13	automatically	automatically	ADV
ajsts-4495	23	14	processing	processing	NOUN
ajsts-4495	23	15	data	datum	NOUN
ajsts-4495	23	16	which	which	PRON
ajsts-4495	23	17	is	be	AUX
ajsts-4495	23	18	able	able	ADJ
ajsts-4495	23	19	to	to	PART
ajsts-4495	23	20	give	give	VERB
ajsts-4495	23	21	instruction	instruction	NOUN
ajsts-4495	23	22	,	,	PUNCT
ajsts-4495	23	23	learn	learn	VERB
ajsts-4495	23	24	,	,	PUNCT
ajsts-4495	23	25	modify	modify	VERB
ajsts-4495	23	26	its	its	PRON
ajsts-4495	23	27	behavior	behavior	NOUN
ajsts-4495	23	28	and	and	CCONJ
ajsts-4495	23	29	output	output	NOUN
ajsts-4495	23	30	will	will	AUX
ajsts-4495	23	31	increase	increase	VERB
ajsts-4495	23	32	with	with	ADP
ajsts-4495	23	33	the	the	DET
ajsts-4495	23	34	advancement	advancement	NOUN
ajsts-4495	23	35	in	in	ADP
ajsts-4495	23	36	time	time	NOUN
ajsts-4495	23	37	.	.	PUNCT
ajsts-4495	24	1	for	for	ADP
ajsts-4495	24	2	instance	instance	NOUN
ajsts-4495	24	3	,	,	PUNCT
ajsts-4495	24	4	image	image	NOUN
ajsts-4495	24	5	recognition	recognition	NOUN
ajsts-4495	24	6	rpa	rpa	PROPN
ajsts-4495	24	7	can	can	AUX
ajsts-4495	24	8	identify	identify	VERB
ajsts-4495	24	9	trends	trend	NOUN
ajsts-4495	24	10	,	,	PUNCT
ajsts-4495	24	11	identify	identify	VERB
ajsts-4495	24	12	potential	potential	ADJ
ajsts-4495	24	13	breakdowns	breakdown	NOUN
ajsts-4495	24	14	,	,	PUNCT
ajsts-4495	24	15	and	and	CCONJ
ajsts-4495	24	16	even	even	ADV
ajsts-4495	24	17	control	control	NOUN
ajsts-4495	24	18	processes	process	NOUN
ajsts-4495	24	19	pa	pa	PROPN
ajsts-4495	24	20	ge	ge	PROPN
ajsts-4495	24	21	50	50	NUM
ajsts-4495	24	22	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	24	23	am	be	AUX
ajsts-4495	24	24	.	.	PUNCT
ajsts-4495	25	1	j.	j.	PROPN
ajsts-4495	25	2	smart	smart	PROPN
ajsts-4495	25	3	.	.	PUNCT
ajsts-4495	26	1	technol	technol	PROPN
ajsts-4495	26	2	.	.	PUNCT
ajsts-4495	26	3	solutions	solution	NOUN
ajsts-4495	26	4	4(1	4(1	NOUN
ajsts-4495	26	5	)	)	PUNCT
ajsts-4495	26	6	49	49	NUM
ajsts-4495	26	7	-	-	SYM
ajsts-4495	26	8	58	58	NUM
ajsts-4495	26	9	,	,	PUNCT
ajsts-4495	26	10	2025	2025	NUM
ajsts-4495	26	11	that	that	PRON
ajsts-4495	26	12	will	will	AUX
ajsts-4495	26	13	enhance	enhance	VERB
ajsts-4495	26	14	efficiency	efficiency	NOUN
ajsts-4495	26	15	of	of	ADP
ajsts-4495	26	16	the	the	DET
ajsts-4495	26	17	line	line	NOUN
ajsts-4495	26	18	and	and	CCONJ
ajsts-4495	26	19	minimize	minimize	VERB
ajsts-4495	26	20	losses	loss	NOUN
ajsts-4495	26	21	.	.	PUNCT
ajsts-4495	27	1	such	such	ADJ
ajsts-4495	27	2	changes	change	NOUN
ajsts-4495	27	3	are	be	AUX
ajsts-4495	27	4	a	a	DET
ajsts-4495	27	5	transition	transition	NOUN
ajsts-4495	27	6	from	from	ADP
ajsts-4495	27	7	the	the	DET
ajsts-4495	27	8	defensive	defensive	ADJ
ajsts-4495	27	9	model	model	NOUN
ajsts-4495	27	10	of	of	ADP
ajsts-4495	27	11	operations	operation	NOUN
ajsts-4495	27	12	to	to	ADP
ajsts-4495	27	13	the	the	DET
ajsts-4495	27	14	aggressive	aggressive	ADJ
ajsts-4495	27	15	one	one	NOUN
ajsts-4495	27	16	,	,	PUNCT
ajsts-4495	27	17	in	in	ADP
ajsts-4495	27	18	which	which	PRON
ajsts-4495	27	19	ai	ai	VERB
ajsts-4495	27	20	can	can	AUX
ajsts-4495	27	21	detect	detect	VERB
ajsts-4495	27	22	the	the	DET
ajsts-4495	27	23	future	future	ADJ
ajsts-4495	27	24	issues	issue	NOUN
ajsts-4495	27	25	and	and	CCONJ
ajsts-4495	27	26	offer	offer	VERB
ajsts-4495	27	27	the	the	DET
ajsts-4495	27	28	solutions	solution	NOUN
ajsts-4495	27	29	on	on	ADP
ajsts-4495	27	30	the	the	DET
ajsts-4495	27	31	spot	spot	NOUN
ajsts-4495	27	32	.	.	PUNCT
ajsts-4495	28	1	earlier	early	ADV
ajsts-4495	28	2	ai	ai	VERB
ajsts-4495	28	3	was	be	AUX
ajsts-4495	28	4	simply	simply	ADV
ajsts-4495	28	5	used	use	VERB
ajsts-4495	28	6	in	in	ADP
ajsts-4495	28	7	manufacturing	manufacturing	NOUN
ajsts-4495	28	8	to	to	PART
ajsts-4495	28	9	automate	automate	VERB
ajsts-4495	28	10	repetitive	repetitive	ADJ
ajsts-4495	28	11	functions	function	NOUN
ajsts-4495	28	12	and	and	CCONJ
ajsts-4495	28	13	perform	perform	VERB
ajsts-4495	28	14	repetitive	repetitive	ADJ
ajsts-4495	28	15	manufacturing	manufacturing	NOUN
ajsts-4495	28	16	management	management	NOUN
ajsts-4495	28	17	activities	activity	NOUN
ajsts-4495	28	18	;	;	PUNCT
ajsts-4495	28	19	now	now	ADV
ajsts-4495	28	20	,	,	PUNCT
ajsts-4495	28	21	it	it	PRON
ajsts-4495	28	22	is	be	AUX
ajsts-4495	28	23	used	use	VERB
ajsts-4495	28	24	for	for	ADP
ajsts-4495	28	25	achieving	achieve	VERB
ajsts-4495	28	26	real	real	ADJ
ajsts-4495	28	27	-	-	PUNCT
ajsts-4495	28	28	time	time	NOUN
ajsts-4495	28	29	changes	change	NOUN
ajsts-4495	28	30	in	in	ADP
ajsts-4495	28	31	production	production	NOUN
ajsts-4495	28	32	schedules	schedule	NOUN
ajsts-4495	28	33	,	,	PUNCT
ajsts-4495	28	34	scm	scm	PROPN
ajsts-4495	28	35	and	and	CCONJ
ajsts-4495	28	36	demand	demand	NOUN
ajsts-4495	28	37	management	management	NOUN
ajsts-4495	28	38	.	.	PUNCT
ajsts-4495	29	1	it	it	PRON
ajsts-4495	29	2	leads	lead	VERB
ajsts-4495	29	3	to	to	ADP
ajsts-4495	29	4	a	a	DET
ajsts-4495	29	5	more	more	ADV
ajsts-4495	29	6	flexible	flexible	ADJ
ajsts-4495	29	7	and	and	CCONJ
ajsts-4495	29	8	data	datum	NOUN
ajsts-4495	29	9	-	-	PUNCT
ajsts-4495	29	10	oriented	orient	VERB
ajsts-4495	29	11	decision	decision	NOUN
ajsts-4495	29	12	making	make	VERB
ajsts-4495	29	13	process	process	NOUN
ajsts-4495	29	14	necessary	necessary	ADJ
ajsts-4495	29	15	for	for	ADP
ajsts-4495	29	16	coping	cope	VERB
ajsts-4495	29	17	with	with	ADP
ajsts-4495	29	18	the	the	DET
ajsts-4495	29	19	ongoing	ongoing	ADJ
ajsts-4495	29	20	processes	process	NOUN
ajsts-4495	29	21	in	in	ADP
ajsts-4495	29	22	the	the	DET
ajsts-4495	29	23	modern	modern	ADJ
ajsts-4495	29	24	markets	market	NOUN
ajsts-4495	29	25	(	(	PUNCT
ajsts-4495	29	26	avasarala	avasarala	NOUN
ajsts-4495	29	27	,	,	PUNCT
ajsts-4495	29	28	2020	2020	NUM
ajsts-4495	29	29	)	)	PUNCT
ajsts-4495	29	30	.	.	PUNCT
ajsts-4495	30	1	however	however	ADV
ajsts-4495	30	2	,	,	PUNCT
ajsts-4495	30	3	ai	ai	ADJ
ajsts-4495	30	4	-	-	PUNCT
ajsts-4495	30	5	driven	drive	VERB
ajsts-4495	30	6	automation	automation	NOUN
ajsts-4495	30	7	is	be	AUX
ajsts-4495	30	8	now	now	ADV
ajsts-4495	30	9	being	be	AUX
ajsts-4495	30	10	introduced	introduce	VERB
ajsts-4495	30	11	into	into	ADP
ajsts-4495	30	12	many	many	ADJ
ajsts-4495	30	13	other	other	ADJ
ajsts-4495	30	14	spheres	sphere	NOUN
ajsts-4495	30	15	of	of	ADP
ajsts-4495	30	16	the	the	DET
ajsts-4495	30	17	business	business	NOUN
ajsts-4495	30	18	,	,	PUNCT
ajsts-4495	30	19	which	which	PRON
ajsts-4495	30	20	to	to	ADP
ajsts-4495	30	21	a	a	DET
ajsts-4495	30	22	certain	certain	ADJ
ajsts-4495	30	23	extent	extent	NOUN
ajsts-4495	30	24	are	be	AUX
ajsts-4495	30	25	also	also	ADV
ajsts-4495	30	26	vital	vital	ADJ
ajsts-4495	30	27	for	for	ADP
ajsts-4495	30	28	sustainable	sustainable	ADJ
ajsts-4495	30	29	business	business	NOUN
ajsts-4495	30	30	development	development	NOUN
ajsts-4495	30	31	.	.	PUNCT
ajsts-4495	31	1	ai	ai	PROPN
ajsts-4495	31	2	is	be	AUX
ajsts-4495	31	3	making	make	VERB
ajsts-4495	31	4	a	a	DET
ajsts-4495	31	5	significant	significant	ADJ
ajsts-4495	31	6	impact	impact	NOUN
ajsts-4495	31	7	on	on	ADP
ajsts-4495	31	8	the	the	DET
ajsts-4495	31	9	following	follow	VERB
ajsts-4495	31	10	areas	area	NOUN
ajsts-4495	31	11	in	in	ADP
ajsts-4495	31	12	supply	supply	NOUN
ajsts-4495	31	13	chain	chain	NOUN
ajsts-4495	31	14	optimization	optimization	NOUN
ajsts-4495	31	15	namely	namely	ADV
ajsts-4495	31	16	demand	demand	VERB
ajsts-4495	31	17	forecasting	forecasting	NOUN
ajsts-4495	31	18	,	,	PUNCT
ajsts-4495	31	19	inventory	inventory	NOUN
ajsts-4495	31	20	management	management	NOUN
ajsts-4495	31	21	and	and	CCONJ
ajsts-4495	31	22	logistics	logistic	NOUN
ajsts-4495	31	23	.	.	PUNCT
ajsts-4495	32	1	it	it	PRON
ajsts-4495	32	2	is	be	AUX
ajsts-4495	32	3	now	now	ADV
ajsts-4495	32	4	possible	possible	ADJ
ajsts-4495	32	5	to	to	PART
ajsts-4495	32	6	predict	predict	VERB
ajsts-4495	32	7	when	when	SCONJ
ajsts-4495	32	8	certain	certain	ADJ
ajsts-4495	32	9	products	product	NOUN
ajsts-4495	32	10	are	be	AUX
ajsts-4495	32	11	going	go	VERB
ajsts-4495	32	12	to	to	PART
ajsts-4495	32	13	be	be	AUX
ajsts-4495	32	14	in	in	ADP
ajsts-4495	32	15	high	high	ADJ
ajsts-4495	32	16	demand	demand	NOUN
ajsts-4495	32	17	and	and	CCONJ
ajsts-4495	32	18	when	when	SCONJ
ajsts-4495	32	19	they	they	PRON
ajsts-4495	32	20	would	would	AUX
ajsts-4495	32	21	be	be	AUX
ajsts-4495	32	22	low	low	ADJ
ajsts-4495	32	23	in	in	ADP
ajsts-4495	32	24	demand	demand	NOUN
ajsts-4495	32	25	,	,	PUNCT
ajsts-4495	32	26	so	so	SCONJ
ajsts-4495	32	27	as	as	SCONJ
ajsts-4495	32	28	to	to	PART
ajsts-4495	32	29	ensure	ensure	VERB
ajsts-4495	32	30	that	that	SCONJ
ajsts-4495	32	31	inventories	inventory	NOUN
ajsts-4495	32	32	are	be	AUX
ajsts-4495	32	33	well	well	ADV
ajsts-4495	32	34	matched	match	VERB
ajsts-4495	32	35	with	with	ADP
ajsts-4495	32	36	demand	demand	NOUN
ajsts-4495	32	37	.	.	PUNCT
ajsts-4495	33	1	this	this	DET
ajsts-4495	33	2	minimizes	minimize	VERB
ajsts-4495	33	3	overstocking	overstocking	NOUN
ajsts-4495	33	4	or	or	CCONJ
ajsts-4495	33	5	stockouts	stockout	NOUN
ajsts-4495	33	6	,	,	PUNCT
ajsts-4495	33	7	and	and	CCONJ
ajsts-4495	33	8	both	both	DET
ajsts-4495	33	9	circumstances	circumstance	NOUN
ajsts-4495	33	10	are	be	AUX
ajsts-4495	33	11	quite	quite	ADV
ajsts-4495	33	12	catastrophic	catastrophic	ADJ
ajsts-4495	33	13	as	as	SCONJ
ajsts-4495	33	14	they	they	PRON
ajsts-4495	33	15	result	result	VERB
ajsts-4495	33	16	in	in	ADP
ajsts-4495	33	17	a	a	DET
ajsts-4495	33	18	lot	lot	NOUN
ajsts-4495	33	19	of	of	ADP
ajsts-4495	33	20	money	money	NOUN
ajsts-4495	33	21	being	be	AUX
ajsts-4495	33	22	lost	lose	VERB
ajsts-4495	33	23	.	.	PUNCT
ajsts-4495	34	1	ai	ai	AUX
ajsts-4495	34	2	solutions	solution	NOUN
ajsts-4495	34	3	are	be	AUX
ajsts-4495	34	4	also	also	ADV
ajsts-4495	34	5	applied	apply	VERB
ajsts-4495	34	6	to	to	PART
ajsts-4495	34	7	find	find	VERB
ajsts-4495	34	8	the	the	DET
ajsts-4495	34	9	best	good	ADJ
ajsts-4495	34	10	way	way	NOUN
ajsts-4495	34	11	for	for	ADP
ajsts-4495	34	12	transportation	transportation	NOUN
ajsts-4495	34	13	and	and	CCONJ
ajsts-4495	34	14	the	the	DET
ajsts-4495	34	15	supply	supply	NOUN
ajsts-4495	34	16	chain	chain	NOUN
ajsts-4495	34	17	that	that	PRON
ajsts-4495	34	18	focuses	focus	VERB
ajsts-4495	34	19	on	on	ADP
ajsts-4495	34	20	minimizing	minimize	VERB
ajsts-4495	34	21	delivery	delivery	NOUN
ajsts-4495	34	22	time	time	NOUN
ajsts-4495	34	23	,	,	PUNCT
ajsts-4495	34	24	ensuring	ensure	VERB
ajsts-4495	34	25	cost	cost	NOUN
ajsts-4495	34	26	efficiencies	efficiency	NOUN
ajsts-4495	34	27	,	,	PUNCT
ajsts-4495	34	28	and	and	CCONJ
ajsts-4495	34	29	,	,	PUNCT
ajsts-4495	34	30	also	also	ADV
ajsts-4495	34	31	,	,	PUNCT
ajsts-4495	34	32	satisfying	satisfy	VERB
ajsts-4495	34	33	consumers	consumer	NOUN
ajsts-4495	34	34	(	(	PUNCT
ajsts-4495	34	35	choi	choi	PROPN
ajsts-4495	34	36	et	et	PROPN
ajsts-4495	34	37	al	al	PROPN
ajsts-4495	34	38	.	.	PROPN
ajsts-4495	34	39	,	,	PUNCT
ajsts-4495	34	40	2018	2018	NUM
ajsts-4495	34	41	)	)	PUNCT
ajsts-4495	34	42	.	.	PUNCT
ajsts-4495	35	1	in	in	ADP
ajsts-4495	35	2	human	human	ADJ
ajsts-4495	35	3	resources	resource	NOUN
ajsts-4495	35	4	(	(	PUNCT
ajsts-4495	35	5	hr	hr	NOUN
ajsts-4495	35	6	)	)	PUNCT
ajsts-4495	35	7	management	management	NOUN
ajsts-4495	35	8	field	field	NOUN
ajsts-4495	35	9	,	,	PUNCT
ajsts-4495	35	10	the	the	DET
ajsts-4495	35	11	use	use	NOUN
ajsts-4495	35	12	of	of	ADP
ajsts-4495	35	13	artificial	artificial	ADJ
ajsts-4495	35	14	intelligence	intelligence	NOUN
ajsts-4495	35	15	(	(	PUNCT
ajsts-4495	35	16	ai	ai	VERB
ajsts-4495	35	17	)	)	PUNCT
ajsts-4495	35	18	is	be	AUX
ajsts-4495	35	19	emerging	emerge	VERB
ajsts-4495	35	20	various	various	ADJ
ajsts-4495	35	21	ways	way	NOUN
ajsts-4495	35	22	that	that	PRON
ajsts-4495	35	23	enhances	enhance	VERB
ajsts-4495	35	24	recruitment	recruitment	NOUN
ajsts-4495	35	25	,	,	PUNCT
ajsts-4495	35	26	performance	performance	NOUN
ajsts-4495	35	27	evaluation	evaluation	NOUN
ajsts-4495	35	28	,	,	PUNCT
ajsts-4495	35	29	and	and	CCONJ
ajsts-4495	35	30	m	m	PROPN
ajsts-4495	35	31	&	&	CCONJ
ajsts-4495	35	32	d	d	PROPN
ajsts-4495	35	33	on	on	ADP
ajsts-4495	35	34	the	the	DET
ajsts-4495	35	35	employees	employee	NOUN
ajsts-4495	35	36	(	(	PUNCT
ajsts-4495	35	37	hossain	hossain	PROPN
ajsts-4495	35	38	et	et	PROPN
ajsts-4495	35	39	al	al	PROPN
ajsts-4495	35	40	.	.	PROPN
ajsts-4495	35	41	,	,	PUNCT
ajsts-4495	35	42	2024	2024	NUM
ajsts-4495	35	43	)	)	PUNCT
ajsts-4495	35	44	.	.	PUNCT
ajsts-4495	36	1	while	while	SCONJ
ajsts-4495	36	2	looking	look	VERB
ajsts-4495	36	3	into	into	ADP
ajsts-4495	36	4	past	past	ADJ
ajsts-4495	36	5	records	record	NOUN
ajsts-4495	36	6	and	and	CCONJ
ajsts-4495	36	7	current	current	ADJ
ajsts-4495	36	8	data	datum	NOUN
ajsts-4495	36	9	obtained	obtain	VERB
ajsts-4495	36	10	from	from	ADP
ajsts-4495	36	11	employee	employee	NOUN
ajsts-4495	36	12	records	record	NOUN
ajsts-4495	36	13	ai	ai	VERB
ajsts-4495	36	14	can	can	AUX
ajsts-4495	36	15	assist	assist	VERB
ajsts-4495	36	16	hr	hr	NOUN
ajsts-4495	36	17	departments	department	NOUN
ajsts-4495	36	18	in	in	ADP
ajsts-4495	36	19	orienting	orient	VERB
ajsts-4495	36	20	the	the	DET
ajsts-4495	36	21	right	right	ADJ
ajsts-4495	36	22	candidates	candidate	NOUN
ajsts-4495	36	23	for	for	ADP
ajsts-4495	36	24	the	the	DET
ajsts-4495	36	25	specific	specific	ADJ
ajsts-4495	36	26	jobs	job	NOUN
ajsts-4495	36	27	,	,	PUNCT
ajsts-4495	36	28	estimate	estimate	NOUN
ajsts-4495	36	29	or	or	CCONJ
ajsts-4495	36	30	even	even	ADV
ajsts-4495	36	31	forecast	forecast	VERB
ajsts-4495	36	32	employee	employee	NOUN
ajsts-4495	36	33	turnover	turnover	NOUN
ajsts-4495	36	34	and	and	CCONJ
ajsts-4495	36	35	suggest	suggest	VERB
ajsts-4495	36	36	the	the	DET
ajsts-4495	36	37	most	most	ADV
ajsts-4495	36	38	suitable	suitable	ADJ
ajsts-4495	36	39	developmental	developmental	ADJ
ajsts-4495	36	40	programs	program	NOUN
ajsts-4495	36	41	for	for	ADP
ajsts-4495	36	42	the	the	DET
ajsts-4495	36	43	human	human	ADJ
ajsts-4495	36	44	capital	capital	NOUN
ajsts-4495	36	45	.	.	PUNCT
ajsts-4495	37	1	due	due	ADP
ajsts-4495	37	2	to	to	ADP
ajsts-4495	37	3	this	this	DET
ajsts-4495	37	4	new	new	ADJ
ajsts-4495	37	5	and	and	CCONJ
ajsts-4495	37	6	modern	modern	ADJ
ajsts-4495	37	7	concept	concept	NOUN
ajsts-4495	37	8	of	of	ADP
ajsts-4495	37	9	recruitment	recruitment	NOUN
ajsts-4495	37	10	through	through	ADP
ajsts-4495	37	11	the	the	DET
ajsts-4495	37	12	use	use	NOUN
ajsts-4495	37	13	of	of	ADP
ajsts-4495	37	14	ai	ai	NOUN
ajsts-4495	37	15	,	,	PUNCT
ajsts-4495	37	16	the	the	DET
ajsts-4495	37	17	process	process	NOUN
ajsts-4495	37	18	of	of	ADP
ajsts-4495	37	19	screening	screening	NOUN
ajsts-4495	37	20	and	and	CCONJ
ajsts-4495	37	21	hiring	hiring	NOUN
ajsts-4495	37	22	of	of	ADP
ajsts-4495	37	23	the	the	DET
ajsts-4495	37	24	employees	employee	NOUN
ajsts-4495	37	25	has	have	AUX
ajsts-4495	37	26	now	now	ADV
ajsts-4495	37	27	become	become	VERB
ajsts-4495	37	28	faster	fast	ADJ
ajsts-4495	37	29	,	,	PUNCT
ajsts-4495	37	30	efficient	efficient	ADJ
ajsts-4495	37	31	,	,	PUNCT
ajsts-4495	37	32	and	and	CCONJ
ajsts-4495	37	33	free	free	ADJ
ajsts-4495	37	34	from	from	ADP
ajsts-4495	37	35	biased	biased	ADJ
ajsts-4495	37	36	considering	consider	VERB
ajsts-4495	37	37	that	that	SCONJ
ajsts-4495	37	38	it	it	PRON
ajsts-4495	37	39	involves	involve	VERB
ajsts-4495	37	40	the	the	DET
ajsts-4495	37	41	usage	usage	NOUN
ajsts-4495	37	42	of	of	ADP
ajsts-4495	37	43	data	datum	NOUN
ajsts-4495	37	44	(	(	PUNCT
ajsts-4495	37	45	armenta	armenta	PROPN
ajsts-4495	37	46	,	,	PUNCT
ajsts-4495	37	47	2017	2017	NUM
ajsts-4495	37	48	)	)	PUNCT
ajsts-4495	37	49	.	.	PUNCT
ajsts-4495	38	1	furthermore	furthermore	ADV
ajsts-4495	38	2	,	,	PUNCT
ajsts-4495	38	3	ai	ai	VERB
ajsts-4495	38	4	can	can	AUX
ajsts-4495	38	5	be	be	AUX
ajsts-4495	38	6	helpful	helpful	ADJ
ajsts-4495	38	7	in	in	ADP
ajsts-4495	38	8	real	real	ADJ
ajsts-4495	38	9	working	work	VERB
ajsts-4495	38	10	monitoring	monitoring	NOUN
ajsts-4495	38	11	of	of	ADP
ajsts-4495	38	12	the	the	DET
ajsts-4495	38	13	personnel	personnel	NOUN
ajsts-4495	38	14	and	and	CCONJ
ajsts-4495	38	15	detect	detect	VERB
ajsts-4495	38	16	their	their	PRON
ajsts-4495	38	17	decreased	decrease	VERB
ajsts-4495	38	18	performance	performance	NOUN
ajsts-4495	38	19	level	level	NOUN
ajsts-4495	38	20	due	due	ADP
ajsts-4495	38	21	to	to	ADP
ajsts-4495	38	22	burnout	burnout	NOUN
ajsts-4495	38	23	or	or	CCONJ
ajsts-4495	38	24	other	other	ADJ
ajsts-4495	38	25	factors	factor	NOUN
ajsts-4495	38	26	and	and	CCONJ
ajsts-4495	38	27	suggest	suggest	VERB
ajsts-4495	38	28	the	the	DET
ajsts-4495	38	29	ways	way	NOUN
ajsts-4495	38	30	to	to	PART
ajsts-4495	38	31	improve	improve	VERB
ajsts-4495	38	32	the	the	DET
ajsts-4495	38	33	work	work	NOUN
ajsts-4495	38	34	motivation	motivation	NOUN
ajsts-4495	38	35	.	.	PUNCT
ajsts-4495	39	1	with	with	ADP
ajsts-4495	39	2	the	the	DET
ajsts-4495	39	3	help	help	NOUN
ajsts-4495	39	4	of	of	ADP
ajsts-4495	39	5	ai	ai	VERB
ajsts-4495	39	6	,	,	PUNCT
ajsts-4495	39	7	customer	customer	NOUN
ajsts-4495	39	8	service	service	NOUN
ajsts-4495	39	9	has	have	AUX
ajsts-4495	39	10	changed	change	VERB
ajsts-4495	39	11	how	how	SCONJ
ajsts-4495	39	12	the	the	DET
ajsts-4495	39	13	companies	company	NOUN
ajsts-4495	39	14	communicate	communicate	VERB
ajsts-4495	39	15	with	with	ADP
ajsts-4495	39	16	their	their	PRON
ajsts-4495	39	17	customers	customer	NOUN
ajsts-4495	39	18	.	.	PUNCT
ajsts-4495	40	1	the	the	DET
ajsts-4495	40	2	natural	natural	ADJ
ajsts-4495	40	3	language	language	NOUN
ajsts-4495	40	4	processing	processing	NOUN
ajsts-4495	40	5	(	(	PUNCT
ajsts-4495	40	6	nlp	nlp	NOUN
ajsts-4495	40	7	)	)	PUNCT
ajsts-4495	40	8	based	base	VERB
ajsts-4495	40	9	ai	ai	VERB
ajsts-4495	40	10	integrated	integrate	VERB
ajsts-4495	40	11	chatbots	chatbot	NOUN
ajsts-4495	40	12	and	and	CCONJ
ajsts-4495	40	13	virtual	virtual	ADJ
ajsts-4495	40	14	assistants	assistant	NOUN
ajsts-4495	40	15	help	help	VERB
ajsts-4495	40	16	in	in	ADP
ajsts-4495	40	17	offering	offer	VERB
ajsts-4495	40	18	real	real	ADJ
ajsts-4495	40	19	-	-	PUNCT
ajsts-4495	40	20	time	time	NOUN
ajsts-4495	40	21	answers	answer	NOUN
ajsts-4495	40	22	to	to	ADP
ajsts-4495	40	23	the	the	DET
ajsts-4495	40	24	customers	customer	NOUN
ajsts-4495	40	25	’	’	PART
ajsts-4495	40	26	query	query	NOUN
ajsts-4495	41	1	and	and	CCONJ
ajsts-4495	41	2	they	they	PRON
ajsts-4495	41	3	can	can	AUX
ajsts-4495	41	4	also	also	ADV
ajsts-4495	41	5	independently	independently	ADV
ajsts-4495	41	6	deal	deal	VERB
ajsts-4495	41	7	with	with	ADP
ajsts-4495	41	8	the	the	DET
ajsts-4495	41	9	problem	problem	NOUN
ajsts-4495	41	10	without	without	ADP
ajsts-4495	41	11	involving	involve	VERB
ajsts-4495	41	12	the	the	DET
ajsts-4495	41	13	human	human	ADJ
ajsts-4495	41	14	assistance	assistance	NOUN
ajsts-4495	41	15	.	.	PUNCT
ajsts-4495	42	1	these	these	DET
ajsts-4495	42	2	systems	system	NOUN
ajsts-4495	42	3	also	also	ADV
ajsts-4495	42	4	send	send	VERB
ajsts-4495	42	5	more	more	ADV
ajsts-4495	42	6	complicated	complicated	ADJ
ajsts-4495	42	7	matters	matter	NOUN
ajsts-4495	42	8	to	to	ADP
ajsts-4495	42	9	the	the	DET
ajsts-4495	42	10	human	human	ADJ
ajsts-4495	42	11	agents	agent	NOUN
ajsts-4495	42	12	in	in	ADP
ajsts-4495	42	13	case	case	NOUN
ajsts-4495	42	14	they	they	PRON
ajsts-4495	42	15	are	be	AUX
ajsts-4495	42	16	not	not	PART
ajsts-4495	42	17	well	well	ADV
ajsts-4495	42	18	handled	handle	VERB
ajsts-4495	42	19	adding	add	VERB
ajsts-4495	42	20	to	to	ADP
ajsts-4495	42	21	the	the	DET
ajsts-4495	42	22	fact	fact	NOUN
ajsts-4495	42	23	that	that	SCONJ
ajsts-4495	42	24	it	it	PRON
ajsts-4495	42	25	is	be	AUX
ajsts-4495	42	26	always	always	ADV
ajsts-4495	42	27	able	able	ADJ
ajsts-4495	42	28	to	to	PART
ajsts-4495	42	29	assist	assist	VERB
ajsts-4495	42	30	the	the	DET
ajsts-4495	42	31	customers	customer	NOUN
ajsts-4495	42	32	through	through	ADP
ajsts-4495	42	33	to	to	ADP
ajsts-4495	42	34	the	the	DET
ajsts-4495	42	35	middle	middle	NOUN
ajsts-4495	42	36	of	of	ADP
ajsts-4495	42	37	the	the	DET
ajsts-4495	42	38	night	night	NOUN
ajsts-4495	42	39	.	.	PUNCT
ajsts-4495	43	1	additionally	additionally	ADV
ajsts-4495	43	2	,	,	PUNCT
ajsts-4495	43	3	owing	owe	VERB
ajsts-4495	43	4	to	to	ADP
ajsts-4495	43	5	the	the	DET
ajsts-4495	43	6	capability	capability	NOUN
ajsts-4495	43	7	of	of	ADP
ajsts-4495	43	8	using	use	VERB
ajsts-4495	43	9	previous	previous	ADJ
ajsts-4495	43	10	interaction	interaction	NOUN
ajsts-4495	43	11	data	datum	NOUN
ajsts-4495	43	12	,	,	PUNCT
ajsts-4495	43	13	ai	ai	VERB
ajsts-4495	43	14	systems	system	NOUN
ajsts-4495	43	15	can	can	AUX
ajsts-4495	43	16	be	be	AUX
ajsts-4495	43	17	able	able	ADJ
ajsts-4495	43	18	to	to	PART
ajsts-4495	43	19	forecast	forecast	VERB
ajsts-4495	43	20	customer	customer	NOUN
ajsts-4495	43	21	requirements	requirement	NOUN
ajsts-4495	43	22	hence	hence	ADV
ajsts-4495	43	23	addressing	address	VERB
ajsts-4495	43	24	them	they	PRON
ajsts-4495	43	25	before	before	SCONJ
ajsts-4495	43	26	they	they	PRON
ajsts-4495	43	27	become	become	VERB
ajsts-4495	43	28	an	an	DET
ajsts-4495	43	29	issue	issue	NOUN
ajsts-4495	43	30	in	in	ADP
ajsts-4495	43	31	future	future	NOUN
ajsts-4495	43	32	improves	improve	VERB
ajsts-4495	43	33	on	on	ADP
ajsts-4495	43	34	customer	customer	NOUN
ajsts-4495	43	35	satisfaction	satisfaction	NOUN
ajsts-4495	43	36	(	(	PUNCT
ajsts-4495	43	37	opoku	opoku	NOUN
ajsts-4495	43	38	,	,	PUNCT
ajsts-4495	43	39	2021	2021	NUM
ajsts-4495	43	40	)	)	PUNCT
ajsts-4495	43	41	.	.	PUNCT
ajsts-4495	44	1	in	in	ADP
ajsts-4495	44	2	finance	finance	NOUN
ajsts-4495	44	3	and	and	CCONJ
ajsts-4495	44	4	accounting	accounting	NOUN
ajsts-4495	44	5	,	,	PUNCT
ajsts-4495	44	6	the	the	DET
ajsts-4495	44	7	ai	ai	ADJ
ajsts-4495	44	8	work	work	NOUN
ajsts-4495	44	9	of	of	ADP
ajsts-4495	44	10	completing	complete	VERB
ajsts-4495	44	11	and	and	CCONJ
ajsts-4495	44	12	automating	automate	VERB
ajsts-4495	44	13	tasks	task	NOUN
ajsts-4495	44	14	comprises	comprise	VERB
ajsts-4495	44	15	the	the	DET
ajsts-4495	44	16	reporting	reporting	NOUN
ajsts-4495	44	17	,	,	PUNCT
ajsts-4495	44	18	analyzing	analyze	VERB
ajsts-4495	44	19	,	,	PUNCT
ajsts-4495	44	20	detecting	detect	VERB
ajsts-4495	44	21	frauds	fraud	NOUN
ajsts-4495	44	22	,	,	PUNCT
ajsts-4495	44	23	and	and	CCONJ
ajsts-4495	44	24	forecasting	forecasting	NOUN
ajsts-4495	44	25	.	.	PUNCT
ajsts-4495	45	1	this	this	DET
ajsts-4495	45	2	manoeuvre	manoeuvre	NOUN
ajsts-4495	45	3	leverages	leverage	VERB
ajsts-4495	45	4	the	the	DET
ajsts-4495	45	5	capability	capability	NOUN
ajsts-4495	45	6	of	of	ADP
ajsts-4495	45	7	the	the	DET
ajsts-4495	45	8	ai	ai	PROPN
ajsts-4495	45	9	systems	system	NOUN
ajsts-4495	45	10	to	to	PART
ajsts-4495	45	11	analyse	analyse	VERB
ajsts-4495	45	12	large	large	ADJ
ajsts-4495	45	13	financial	financial	ADJ
ajsts-4495	45	14	data	datum	NOUN
ajsts-4495	45	15	sets	set	NOUN
ajsts-4495	45	16	to	to	PART
ajsts-4495	45	17	determine	determine	VERB
ajsts-4495	45	18	patterns	pattern	NOUN
ajsts-4495	45	19	and	and	CCONJ
ajsts-4495	45	20	outward	outward	ADJ
ajsts-4495	45	21	anomalies	anomaly	NOUN
ajsts-4495	45	22	that	that	SCONJ
ajsts-4495	45	23	a	a	DET
ajsts-4495	45	24	human	human	ADJ
ajsts-4495	45	25	being	being	NOUN
ajsts-4495	45	26	would	would	AUX
ajsts-4495	45	27	take	take	VERB
ajsts-4495	45	28	a	a	DET
ajsts-4495	45	29	lot	lot	NOUN
ajsts-4495	45	30	of	of	ADP
ajsts-4495	45	31	time	time	NOUN
ajsts-4495	45	32	to	to	PART
ajsts-4495	45	33	observe	observe	VERB
ajsts-4495	45	34	.	.	PUNCT
ajsts-4495	46	1	for	for	ADP
ajsts-4495	46	2	instance	instance	NOUN
ajsts-4495	46	3	,	,	PUNCT
ajsts-4495	46	4	present	present	ADJ
ajsts-4495	46	5	day	day	NOUN
ajsts-4495	46	6	artificial	artificial	ADJ
ajsts-4495	46	7	intelligence	intelligence	NOUN
ajsts-4495	46	8	is	be	AUX
ajsts-4495	46	9	applied	apply	VERB
ajsts-4495	46	10	for	for	ADP
ajsts-4495	46	11	forecasting	forecast	VERB
ajsts-4495	46	12	cash	cash	NOUN
ajsts-4495	46	13	flow	flow	NOUN
ajsts-4495	46	14	,	,	PUNCT
ajsts-4495	46	15	evaluating	evaluate	VERB
ajsts-4495	46	16	risks	risk	NOUN
ajsts-4495	46	17	and	and	CCONJ
ajsts-4495	46	18	identification	identification	NOUN
ajsts-4495	46	19	of	of	ADP
ajsts-4495	46	20	frauds	fraud	NOUN
ajsts-4495	46	21	in	in	ADP
ajsts-4495	46	22	real	real	ADJ
ajsts-4495	46	23	time	time	NOUN
ajsts-4495	46	24	.	.	PUNCT
ajsts-4495	47	1	this	this	PRON
ajsts-4495	47	2	not	not	PART
ajsts-4495	47	3	only	only	ADV
ajsts-4495	47	4	enhances	enhance	VERB
ajsts-4495	47	5	the	the	DET
ajsts-4495	47	6	reliability	reliability	NOUN
ajsts-4495	47	7	of	of	ADP
ajsts-4495	47	8	financial	financial	ADJ
ajsts-4495	47	9	statements	statement	NOUN
ajsts-4495	47	10	but	but	CCONJ
ajsts-4495	47	11	also	also	ADV
ajsts-4495	47	12	help	help	VERB
ajsts-4495	47	13	the	the	DET
ajsts-4495	47	14	business	business	NOUN
ajsts-4495	47	15	to	to	PART
ajsts-4495	47	16	respond	respond	VERB
ajsts-4495	47	17	to	to	ADP
ajsts-4495	47	18	changes	change	NOUN
ajsts-4495	47	19	in	in	ADP
ajsts-4495	47	20	demand	demand	NOUN
ajsts-4495	47	21	and	and	CCONJ
ajsts-4495	47	22	supply	supply	NOUN
ajsts-4495	47	23	which	which	PRON
ajsts-4495	47	24	thus	thus	ADV
ajsts-4495	47	25	help	help	VERB
ajsts-4495	47	26	in	in	ADP
ajsts-4495	47	27	managing	manage	VERB
ajsts-4495	47	28	risks	risk	NOUN
ajsts-4495	47	29	and	and	CCONJ
ajsts-4495	47	30	making	make	VERB
ajsts-4495	47	31	decisions	decision	NOUN
ajsts-4495	47	32	based	base	VERB
ajsts-4495	47	33	on	on	ADP
ajsts-4495	47	34	data	datum	NOUN
ajsts-4495	47	35	which	which	PRON
ajsts-4495	47	36	are	be	AUX
ajsts-4495	47	37	accurate	accurate	ADJ
ajsts-4495	47	38	(	(	PUNCT
ajsts-4495	47	39	brynjolfsson	brynjolfsson	NOUN
ajsts-4495	47	40	&	&	CCONJ
ajsts-4495	47	41	mcafee	mcafee	PROPN
ajsts-4495	47	42	,	,	PUNCT
ajsts-4495	47	43	2014	2014	NUM
ajsts-4495	47	44	)	)	PUNCT
ajsts-4495	47	45	.	.	PUNCT
ajsts-4495	48	1	in	in	ADP
ajsts-4495	48	2	the	the	DET
ajsts-4495	48	3	same	same	ADJ
ajsts-4495	48	4	way	way	NOUN
ajsts-4495	48	5	,	,	PUNCT
ajsts-4495	48	6	powerful	powerful	ADJ
ajsts-4495	48	7	tools	tool	NOUN
ajsts-4495	48	8	and	and	CCONJ
ajsts-4495	48	9	technologies	technology	NOUN
ajsts-4495	48	10	have	have	AUX
ajsts-4495	48	11	emerged	emerge	VERB
ajsts-4495	48	12	in	in	ADP
ajsts-4495	48	13	relation	relation	NOUN
ajsts-4495	48	14	to	to	ADP
ajsts-4495	48	15	taxes	taxis	NOUN
ajsts-4495	48	16	preparation	preparation	NOUN
ajsts-4495	48	17	,	,	PUNCT
ajsts-4495	48	18	audits	audits	NOUN
ajsts-4495	48	19	and	and	CCONJ
ajsts-4495	48	20	other	other	ADJ
ajsts-4495	48	21	mundane	mundane	ADJ
ajsts-4495	48	22	tasks	task	NOUN
ajsts-4495	48	23	to	to	PART
ajsts-4495	48	24	enhance	enhance	VERB
ajsts-4495	48	25	efficiency	efficiency	NOUN
ajsts-4495	48	26	in	in	ADP
ajsts-4495	48	27	relation	relation	NOUN
ajsts-4495	48	28	to	to	ADP
ajsts-4495	48	29	the	the	DET
ajsts-4495	48	30	accountant	accountant	NOUN
ajsts-4495	48	31	matter	matter	NOUN
ajsts-4495	48	32	.	.	PUNCT
ajsts-4495	49	1	other	other	ADJ
ajsts-4495	49	2	areas	area	NOUN
ajsts-4495	49	3	have	have	AUX
ajsts-4495	49	4	also	also	ADV
ajsts-4495	49	5	been	be	AUX
ajsts-4495	49	6	affected	affect	VERB
ajsts-4495	49	7	by	by	ADP
ajsts-4495	49	8	the	the	DET
ajsts-4495	49	9	marketing	marketing	NOUN
ajsts-4495	49	10	department	department	NOUN
ajsts-4495	49	11	,	,	PUNCT
ajsts-4495	49	12	where	where	SCONJ
ajsts-4495	49	13	artificial	artificial	ADJ
ajsts-4495	49	14	intelligence	intelligence	NOUN
ajsts-4495	49	15	is	be	AUX
ajsts-4495	49	16	used	use	VERB
ajsts-4495	49	17	in	in	ADP
ajsts-4495	49	18	tasks	task	NOUN
ajsts-4495	49	19	like	like	ADP
ajsts-4495	49	20	segmentation	segmentation	NOUN
ajsts-4495	49	21	,	,	PUNCT
ajsts-4495	49	22	marketing	marketing	NOUN
ajsts-4495	49	23	campaign	campaign	NOUN
ajsts-4495	49	24	optimization	optimization	NOUN
ajsts-4495	49	25	,	,	PUNCT
ajsts-4495	49	26	and	and	CCONJ
ajsts-4495	49	27	even	even	ADV
ajsts-4495	49	28	setting	set	VERB
ajsts-4495	49	29	of	of	ADP
ajsts-4495	49	30	appropriate	appropriate	ADJ
ajsts-4495	49	31	prices	price	NOUN
ajsts-4495	49	32	for	for	ADP
ajsts-4495	49	33	products	product	NOUN
ajsts-4495	49	34	.	.	PUNCT
ajsts-4495	50	1	it	it	PRON
ajsts-4495	50	2	is	be	AUX
ajsts-4495	50	3	through	through	ADP
ajsts-4495	50	4	using	use	VERB
ajsts-4495	50	5	analytical	analytical	ADJ
ajsts-4495	50	6	techniques	technique	NOUN
ajsts-4495	50	7	that	that	PRON
ajsts-4495	50	8	artificial	artificial	ADJ
ajsts-4495	50	9	intelligence	intelligence	NOUN
ajsts-4495	50	10	can	can	AUX
ajsts-4495	50	11	forecast	forecast	VERB
ajsts-4495	50	12	the	the	DET
ajsts-4495	50	13	course	course	NOUN
ajsts-4495	50	14	of	of	ADP
ajsts-4495	50	15	events	event	NOUN
ajsts-4495	50	16	hence	hence	ADV
ajsts-4495	50	17	enable	enable	VERB
ajsts-4495	50	18	the	the	DET
ajsts-4495	50	19	selling	selling	NOUN
ajsts-4495	50	20	strategies	strategy	NOUN
ajsts-4495	50	21	to	to	PART
ajsts-4495	50	22	alter	alter	VERB
ajsts-4495	50	23	their	their	PRON
ajsts-4495	50	24	marketing	marketing	NOUN
ajsts-4495	50	25	with	with	ADP
ajsts-4495	50	26	the	the	DET
ajsts-4495	50	27	intention	intention	NOUN
ajsts-4495	50	28	of	of	ADP
ajsts-4495	50	29	reflecting	reflect	VERB
ajsts-4495	50	30	on	on	ADP
ajsts-4495	50	31	the	the	DET
ajsts-4495	50	32	goals	goal	NOUN
ajsts-4495	50	33	and	and	CCONJ
ajsts-4495	50	34	objectives	objective	NOUN
ajsts-4495	50	35	of	of	ADP
ajsts-4495	50	36	the	the	DET
ajsts-4495	50	37	customers	customer	NOUN
ajsts-4495	50	38	.	.	PUNCT
ajsts-4495	51	1	this	this	PRON
ajsts-4495	51	2	makes	make	VERB
ajsts-4495	51	3	it	it	PRON
ajsts-4495	51	4	possible	possible	ADJ
ajsts-4495	51	5	to	to	PART
ajsts-4495	51	6	reach	reach	VERB
ajsts-4495	51	7	the	the	DET
ajsts-4495	51	8	appropriate	appropriate	ADJ
ajsts-4495	51	9	consumer	consumer	NOUN
ajsts-4495	51	10	with	with	ADP
ajsts-4495	51	11	a	a	DET
ajsts-4495	51	12	suitable	suitable	ADJ
ajsts-4495	51	13	communication	communication	NOUN
ajsts-4495	51	14	that	that	PRON
ajsts-4495	51	15	can	can	AUX
ajsts-4495	51	16	contribute	contribute	VERB
ajsts-4495	51	17	in	in	ADP
ajsts-4495	51	18	enhancing	enhance	VERB
ajsts-4495	51	19	the	the	DET
ajsts-4495	51	20	sales	sale	NOUN
ajsts-4495	51	21	conversions	conversion	NOUN
ajsts-4495	51	22	significantly	significantly	ADV
ajsts-4495	51	23	and	and	CCONJ
ajsts-4495	51	24	hence	hence	ADV
ajsts-4495	51	25	increasing	increase	VERB
ajsts-4495	51	26	consumers	consumer	NOUN
ajsts-4495	51	27	loyalty	loyalty	NOUN
ajsts-4495	51	28	(	(	PUNCT
ajsts-4495	51	29	chui	chui	PROPN
ajsts-4495	51	30	et	et	PROPN
ajsts-4495	51	31	al	al	PROPN
ajsts-4495	51	32	.	.	PROPN
ajsts-4495	51	33	,	,	PUNCT
ajsts-4495	51	34	2018	2018	NUM
ajsts-4495	51	35	)	)	PUNCT
ajsts-4495	51	36	.	.	PUNCT
ajsts-4495	52	1	the	the	DET
ajsts-4495	52	2	current	current	ADJ
ajsts-4495	52	3	opportunities	opportunity	NOUN
ajsts-4495	52	4	of	of	ADP
ajsts-4495	52	5	using	use	VERB
ajsts-4495	52	6	ai	ai	VERB
ajsts-4495	52	7	in	in	ADP
ajsts-4495	52	8	a	a	DET
ajsts-4495	52	9	number	number	NOUN
ajsts-4495	52	10	of	of	ADP
ajsts-4495	52	11	fields	field	NOUN
ajsts-4495	52	12	serve	serve	VERB
ajsts-4495	52	13	as	as	ADP
ajsts-4495	52	14	the	the	DET
ajsts-4495	52	15	foundation	foundation	NOUN
ajsts-4495	52	16	for	for	ADP
ajsts-4495	52	17	the	the	DET
ajsts-4495	52	18	continued	continue	VERB
ajsts-4495	52	19	progress	progress	NOUN
ajsts-4495	52	20	(	(	PUNCT
ajsts-4495	52	21	nakib	nakib	NOUN
ajsts-4495	52	22	et	et	PROPN
ajsts-4495	52	23	al	al	PROPN
ajsts-4495	52	24	.	.	PROPN
ajsts-4495	52	25	,	,	PUNCT
ajsts-4495	52	26	2024	2024	NUM
ajsts-4495	52	27	)	)	PUNCT
ajsts-4495	52	28	.	.	PUNCT
ajsts-4495	53	1	ai	ai	VERB
ajsts-4495	53	2	’s	’s	PART
ajsts-4495	53	3	advancement	advancement	NOUN
ajsts-4495	53	4	carries	carry	VERB
ajsts-4495	53	5	on	on	ADP
ajsts-4495	53	6	which	which	PRON
ajsts-4495	53	7	signifies	signify	VERB
ajsts-4495	53	8	even	even	ADV
ajsts-4495	53	9	more	more	ADJ
ajsts-4495	53	10	changes	change	NOUN
ajsts-4495	53	11	on	on	ADP
ajsts-4495	53	12	how	how	SCONJ
ajsts-4495	53	13	industries	industry	NOUN
ajsts-4495	53	14	go	go	VERB
ajsts-4495	53	15	around	around	ADP
ajsts-4495	53	16	the	the	DET
ajsts-4495	53	17	world	world	NOUN
ajsts-4495	53	18	.	.	PUNCT
ajsts-4495	54	1	robotic	robotic	ADJ
ajsts-4495	54	2	process	process	NOUN
ajsts-4495	54	3	automation	automation	NOUN
ajsts-4495	54	4	or	or	CCONJ
ajsts-4495	54	5	rpa	rpa	PROPN
ajsts-4495	54	6	can	can	AUX
ajsts-4495	54	7	basically	basically	ADV
ajsts-4495	54	8	be	be	AUX
ajsts-4495	54	9	described	describe	VERB
ajsts-4495	54	10	as	as	ADP
ajsts-4495	54	11	the	the	DET
ajsts-4495	54	12	procedure	procedure	NOUN
ajsts-4495	54	13	of	of	ADP
ajsts-4495	54	14	leveraging	leverage	VERB
ajsts-4495	54	15	robots	robot	NOUN
ajsts-4495	54	16	to	to	PART
ajsts-4495	54	17	perform	perform	VERB
ajsts-4495	54	18	tasks	task	NOUN
ajsts-4495	54	19	that	that	PRON
ajsts-4495	54	20	were	be	AUX
ajsts-4495	54	21	hitherto	hitherto	NOUN
ajsts-4495	54	22	executed	execute	VERB
ajsts-4495	54	23	by	by	ADP
ajsts-4495	54	24	people	people	NOUN
ajsts-4495	54	25	,	,	PUNCT
ajsts-4495	54	26	for	for	ADP
ajsts-4495	54	27	example	example	NOUN
ajsts-4495	54	28	in	in	ADP
ajsts-4495	54	29	data	datum	NOUN
ajsts-4495	54	30	entry	entry	NOUN
ajsts-4495	54	31	or	or	CCONJ
ajsts-4495	54	32	as	as	ADP
ajsts-4495	54	33	in	in	ADP
ajsts-4495	54	34	invoice	invoice	NOUN
ajsts-4495	54	35	processing	processing	NOUN
ajsts-4495	54	36	,	,	PUNCT
ajsts-4495	54	37	report	report	VERB
ajsts-4495	54	38	creation	creation	NOUN
ajsts-4495	54	39	.	.	PUNCT
ajsts-4495	55	1	with	with	ADP
ajsts-4495	55	2	the	the	DET
ajsts-4495	55	3	integration	integration	NOUN
ajsts-4495	55	4	of	of	ADP
ajsts-4495	55	5	the	the	DET
ajsts-4495	55	6	ai	ai	NOUN
ajsts-4495	55	7	system	system	NOUN
ajsts-4495	55	8	into	into	ADP
ajsts-4495	55	9	rpa	rpa	PROPN
ajsts-4495	55	10	,	,	PUNCT
ajsts-4495	55	11	the	the	DET
ajsts-4495	55	12	overall	overall	ADJ
ajsts-4495	55	13	capabilities	capability	NOUN
ajsts-4495	55	14	of	of	ADP
ajsts-4495	55	15	the	the	DET
ajsts-4495	55	16	systems	system	NOUN
ajsts-4495	55	17	involved	involve	VERB
ajsts-4495	55	18	have	have	AUX
ajsts-4495	55	19	been	be	AUX
ajsts-4495	55	20	enhanced	enhance	VERB
ajsts-4495	55	21	in	in	ADP
ajsts-4495	55	22	terms	term	NOUN
ajsts-4495	55	23	of	of	ADP
ajsts-4495	55	24	decision	decision	NOUN
ajsts-4495	55	25	-	-	PUNCT
ajsts-4495	55	26	making	make	VERB
ajsts-4495	55	27	capabilities	capability	NOUN
ajsts-4495	55	28	as	as	SCONJ
ajsts-4495	55	29	they	they	PRON
ajsts-4495	55	30	entail	entail	VERB
ajsts-4495	55	31	cognitive	cognitive	ADJ
ajsts-4495	55	32	working	work	VERB
ajsts-4495	55	33	abilities	ability	NOUN
ajsts-4495	55	34	like	like	ADP
ajsts-4495	55	35	pattern	pattern	NOUN
ajsts-4495	55	36	recognition	recognition	NOUN
ajsts-4495	55	37	,	,	PUNCT
ajsts-4495	55	38	decision	decision	NOUN
ajsts-4495	55	39	recommendation	recommendation	NOUN
ajsts-4495	55	40	,	,	PUNCT
ajsts-4495	55	41	and	and	CCONJ
ajsts-4495	55	42	even	even	ADV
ajsts-4495	55	43	general	general	ADJ
ajsts-4495	55	44	optimization	optimization	NOUN
ajsts-4495	55	45	.	.	PUNCT
ajsts-4495	56	1	appendix	appendix	NOUN
ajsts-4495	56	2	1	1	NUM
ajsts-4495	56	3	:	:	PUNCT
ajsts-4495	56	4	rationale	rationale	NOUN
ajsts-4495	56	5	of	of	ADP
ajsts-4495	56	6	integrating	integrate	VERB
ajsts-4495	56	7	artificial	artificial	ADJ
ajsts-4495	56	8	intelligence	intelligence	NOUN
ajsts-4495	56	9	into	into	ADP
ajsts-4495	56	10	rpa	rpa	PROPN
ajsts-4495	56	11	the	the	DET
ajsts-4495	56	12	use	use	NOUN
ajsts-4495	56	13	of	of	ADP
ajsts-4495	56	14	ai	ai	VERB
ajsts-4495	56	15	in	in	ADP
ajsts-4495	56	16	advancing	advance	VERB
ajsts-4495	56	17	rpa	rpa	NOUN
ajsts-4495	56	18	brings	bring	VERB
ajsts-4495	56	19	many	many	ADJ
ajsts-4495	56	20	benefits	benefit	NOUN
ajsts-4495	56	21	to	to	ADP
ajsts-4495	56	22	the	the	DET
ajsts-4495	56	23	business	business	NOUN
ajsts-4495	56	24	productivity	productivity	NOUN
ajsts-4495	56	25	,	,	PUNCT
ajsts-4495	56	26	accuracy	accuracy	NOUN
ajsts-4495	56	27	,	,	PUNCT
ajsts-4495	56	28	and	and	CCONJ
ajsts-4495	56	29	effectiveness	effectiveness	NOUN
ajsts-4495	56	30	(	(	PUNCT
ajsts-4495	56	31	willcocks	willcock	NOUN
ajsts-4495	56	32	,	,	PUNCT
ajsts-4495	56	33	van	van	PROPN
ajsts-4495	56	34	der	der	PROPN
ajsts-4495	56	35	meer	meer	PROPN
ajsts-4495	56	36	,	,	PUNCT
ajsts-4495	56	37	&	&	CCONJ
ajsts-4495	56	38	reilly	reilly	PROPN
ajsts-4495	56	39	,	,	PUNCT
ajsts-4495	56	40	2015	2015	NUM
ajsts-4495	56	41	)	)	PUNCT
ajsts-4495	56	42	.	.	PUNCT
ajsts-4495	57	1	the	the	DET
ajsts-4495	57	2	purpose	purpose	NOUN
ajsts-4495	57	3	of	of	ADP
ajsts-4495	57	4	this	this	DET
ajsts-4495	57	5	paper	paper	NOUN
ajsts-4495	57	6	is	be	AUX
ajsts-4495	57	7	to	to	PART
ajsts-4495	57	8	understand	understand	VERB
ajsts-4495	57	9	the	the	DET
ajsts-4495	57	10	impacts	impact	NOUN
ajsts-4495	57	11	of	of	ADP
ajsts-4495	57	12	such	such	ADJ
ajsts-4495	57	13	advancements	advancement	NOUN
ajsts-4495	57	14	in	in	ADP
ajsts-4495	57	15	ai	ai	PROPN
ajsts-4495	57	16	automation	automation	NOUN
ajsts-4495	57	17	on	on	ADP
ajsts-4495	57	18	different	different	ADJ
ajsts-4495	57	19	business	business	NOUN
ajsts-4495	57	20	fields	field	NOUN
ajsts-4495	57	21	and	and	CCONJ
ajsts-4495	57	22	what	what	PRON
ajsts-4495	57	23	more	more	ADJ
ajsts-4495	57	24	people	people	NOUN
ajsts-4495	57	25	should	should	AUX
ajsts-4495	57	26	expect	expect	VERB
ajsts-4495	57	27	in	in	ADP
ajsts-4495	57	28	the	the	DET
ajsts-4495	57	29	future	future	NOUN
ajsts-4495	57	30	concerning	concern	VERB
ajsts-4495	57	31	business	business	NOUN
ajsts-4495	57	32	automation	automation	NOUN
ajsts-4495	57	33	.	.	PUNCT
ajsts-4495	58	1	for	for	ADP
ajsts-4495	58	2	the	the	DET
ajsts-4495	58	3	purpose	purpose	NOUN
ajsts-4495	58	4	of	of	ADP
ajsts-4495	58	5	giving	give	VERB
ajsts-4495	58	6	the	the	DET
ajsts-4495	58	7	reader	reader	NOUN
ajsts-4495	58	8	a	a	DET
ajsts-4495	58	9	clear	clear	ADJ
ajsts-4495	58	10	perspective	perspective	NOUN
ajsts-4495	58	11	on	on	ADP
ajsts-4495	58	12	how	how	SCONJ
ajsts-4495	58	13	these	these	DET
ajsts-4495	58	14	key	key	ADJ
ajsts-4495	58	15	areas	area	NOUN
ajsts-4495	58	16	are	be	AUX
ajsts-4495	58	17	correlated	correlate	VERB
ajsts-4495	58	18	,	,	PUNCT
ajsts-4495	58	19	the	the	DET
ajsts-4495	58	20	following	follow	VERB
ajsts-4495	58	21	research	research	NOUN
ajsts-4495	58	22	framework	framework	NOUN
ajsts-4495	58	23	model	model	NOUN
ajsts-4495	58	24	maps	map	VERB
ajsts-4495	58	25	out	out	ADP
ajsts-4495	58	26	the	the	DET
ajsts-4495	58	27	layout	layout	NOUN
ajsts-4495	58	28	of	of	ADP
ajsts-4495	58	29	the	the	DET
ajsts-4495	58	30	study	study	NOUN
ajsts-4495	58	31	as	as	ADV
ajsts-4495	58	32	well	well	ADV
ajsts-4495	58	33	as	as	ADP
ajsts-4495	58	34	the	the	DET
ajsts-4495	58	35	aspects	aspect	NOUN
ajsts-4495	58	36	that	that	SCONJ
ajsts-4495	58	37	the	the	DET
ajsts-4495	58	38	research	research	NOUN
ajsts-4495	58	39	is	be	AUX
ajsts-4495	58	40	going	go	VERB
ajsts-4495	58	41	to	to	PART
ajsts-4495	58	42	focus	focus	VERB
ajsts-4495	58	43	on	on	ADP
ajsts-4495	58	44	(	(	PUNCT
ajsts-4495	58	45	figure	figure	NOUN
ajsts-4495	58	46	1	1	NUM
ajsts-4495	58	47	)	)	PUNCT
ajsts-4495	58	48	.	.	PUNCT
ajsts-4495	59	1	pa	pa	PROPN
ajsts-4495	59	2	ge	ge	PROPN
ajsts-4495	59	3	51	51	NUM
ajsts-4495	59	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	59	5	am	be	AUX
ajsts-4495	59	6	.	.	PUNCT
ajsts-4495	60	1	j.	j.	PROPN
ajsts-4495	60	2	smart	smart	PROPN
ajsts-4495	60	3	.	.	PUNCT
ajsts-4495	61	1	technol	technol	PROPN
ajsts-4495	61	2	.	.	PUNCT
ajsts-4495	61	3	solutions	solution	NOUN
ajsts-4495	61	4	4(1	4(1	NOUN
ajsts-4495	61	5	)	)	PUNCT
ajsts-4495	61	6	49	49	NUM
ajsts-4495	61	7	-	-	SYM
ajsts-4495	61	8	58	58	NUM
ajsts-4495	61	9	,	,	PUNCT
ajsts-4495	61	10	2025	2025	NUM
ajsts-4495	61	11	the	the	DET
ajsts-4495	61	12	paper	paper	NOUN
ajsts-4495	61	13	will	will	AUX
ajsts-4495	61	14	use	use	VERB
ajsts-4495	61	15	data	datum	NOUN
ajsts-4495	61	16	analysis	analysis	NOUN
ajsts-4495	61	17	techniques	technique	NOUN
ajsts-4495	61	18	,	,	PUNCT
ajsts-4495	61	19	case	case	NOUN
ajsts-4495	61	20	studies	study	NOUN
ajsts-4495	61	21	and	and	CCONJ
ajsts-4495	61	22	examination	examination	NOUN
ajsts-4495	61	23	of	of	ADP
ajsts-4495	61	24	the	the	DET
ajsts-4495	61	25	developing	developing	NOUN
ajsts-4495	61	26	of	of	ADP
ajsts-4495	61	27	ai	ai	VERB
ajsts-4495	61	28	to	to	PART
ajsts-4495	61	29	enhance	enhance	VERB
ajsts-4495	61	30	the	the	DET
ajsts-4495	61	31	understanding	understanding	NOUN
ajsts-4495	61	32	of	of	ADP
ajsts-4495	61	33	the	the	DET
ajsts-4495	61	34	business	business	NOUN
ajsts-4495	61	35	benefits	benefit	NOUN
ajsts-4495	61	36	like	like	ADP
ajsts-4495	61	37	cost	cost	NOUN
ajsts-4495	61	38	savings	saving	NOUN
ajsts-4495	61	39	,	,	PUNCT
ajsts-4495	61	40	productivity	productivity	NOUN
ajsts-4495	61	41	,	,	PUNCT
ajsts-4495	61	42	and	and	CCONJ
ajsts-4495	61	43	growth	growth	NOUN
ajsts-4495	61	44	capabilities	capability	NOUN
ajsts-4495	61	45	ai	ai	VERB
ajsts-4495	61	46	offers	offer	NOUN
ajsts-4495	61	47	.	.	PUNCT
ajsts-4495	62	1	at	at	ADP
ajsts-4495	62	2	the	the	DET
ajsts-4495	62	3	same	same	ADJ
ajsts-4495	62	4	time	time	NOUN
ajsts-4495	62	5	it	it	PRON
ajsts-4495	62	6	will	will	AUX
ajsts-4495	62	7	outline	outline	VERB
ajsts-4495	62	8	some	some	PRON
ajsts-4495	62	9	of	of	ADP
ajsts-4495	62	10	the	the	DET
ajsts-4495	62	11	issues	issue	NOUN
ajsts-4495	62	12	associated	associate	VERB
ajsts-4495	62	13	with	with	ADP
ajsts-4495	62	14	the	the	DET
ajsts-4495	62	15	adoption	adoption	NOUN
ajsts-4495	62	16	of	of	ADP
ajsts-4495	62	17	ai	ai	VERB
ajsts-4495	62	18	including	include	VERB
ajsts-4495	62	19	how	how	SCONJ
ajsts-4495	62	20	it	it	PRON
ajsts-4495	62	21	can	can	AUX
ajsts-4495	62	22	integrate	integrate	VERB
ajsts-4495	62	23	with	with	ADP
ajsts-4495	62	24	existing	exist	VERB
ajsts-4495	62	25	systems	system	NOUN
ajsts-4495	62	26	,	,	PUNCT
ajsts-4495	62	27	data	datum	NOUN
ajsts-4495	62	28	privacy	privacy	NOUN
ajsts-4495	62	29	and	and	CCONJ
ajsts-4495	62	30	job	job	NOUN
ajsts-4495	62	31	losses	loss	NOUN
ajsts-4495	62	32	.	.	PUNCT
ajsts-4495	63	1	this	this	DET
ajsts-4495	63	2	paper	paper	NOUN
ajsts-4495	63	3	is	be	AUX
ajsts-4495	63	4	relevant	relevant	ADJ
ajsts-4495	63	5	to	to	ADP
ajsts-4495	63	6	the	the	DET
ajsts-4495	63	7	current	current	ADJ
ajsts-4495	63	8	business	business	NOUN
ajsts-4495	63	9	world	world	NOUN
ajsts-4495	63	10	since	since	SCONJ
ajsts-4495	63	11	it	it	PRON
ajsts-4495	63	12	provides	provide	VERB
ajsts-4495	63	13	information	information	NOUN
ajsts-4495	63	14	on	on	ADP
ajsts-4495	63	15	how	how	SCONJ
ajsts-4495	63	16	companies	company	NOUN
ajsts-4495	63	17	can	can	AUX
ajsts-4495	63	18	implement	implement	VERB
ajsts-4495	63	19	ai	ai	VERB
ajsts-4495	63	20	,	,	PUNCT
ajsts-4495	63	21	minimize	minimize	VERB
ajsts-4495	63	22	errors	error	NOUN
ajsts-4495	63	23	,	,	PUNCT
ajsts-4495	63	24	and	and	CCONJ
ajsts-4495	63	25	advance	advance	VERB
ajsts-4495	63	26	in	in	ADP
ajsts-4495	63	27	the	the	DET
ajsts-4495	63	28	market	market	NOUN
ajsts-4495	63	29	.	.	PUNCT
ajsts-4495	64	1	in	in	ADP
ajsts-4495	64	2	addition	addition	NOUN
ajsts-4495	64	3	,	,	PUNCT
ajsts-4495	64	4	it	it	PRON
ajsts-4495	64	5	will	will	AUX
ajsts-4495	64	6	give	give	VERB
ajsts-4495	64	7	a	a	DET
ajsts-4495	64	8	guide	guide	NOUN
ajsts-4495	64	9	of	of	ADP
ajsts-4495	64	10	the	the	DET
ajsts-4495	64	11	practical	practical	ADJ
ajsts-4495	64	12	steps	step	NOUN
ajsts-4495	64	13	that	that	PRON
ajsts-4495	64	14	can	can	AUX
ajsts-4495	64	15	be	be	AUX
ajsts-4495	64	16	taken	take	VERB
ajsts-4495	64	17	to	to	PART
ajsts-4495	64	18	improve	improve	VERB
ajsts-4495	64	19	ecosystem	ecosystem	NOUN
ajsts-4495	64	20	development	development	NOUN
ajsts-4495	64	21	so	so	SCONJ
ajsts-4495	64	22	that	that	SCONJ
ajsts-4495	64	23	organizations	organization	NOUN
ajsts-4495	64	24	embarking	embark	VERB
ajsts-4495	64	25	on	on	ADP
ajsts-4495	64	26	an	an	DET
ajsts-4495	64	27	ai	ai	NOUN
ajsts-4495	64	28	journey	journey	NOUN
ajsts-4495	64	29	are	be	AUX
ajsts-4495	64	30	ready	ready	ADJ
ajsts-4495	64	31	for	for	ADP
ajsts-4495	64	32	the	the	DET
ajsts-4495	64	33	long	long	ADJ
ajsts-4495	64	34	term	term	NOUN
ajsts-4495	64	35	and	and	CCONJ
ajsts-4495	64	36	the	the	DET
ajsts-4495	64	37	ability	ability	NOUN
ajsts-4495	64	38	to	to	PART
ajsts-4495	64	39	use	use	VERB
ajsts-4495	64	40	ai	ai	VERB
ajsts-4495	64	41	for	for	ADP
ajsts-4495	64	42	sustained	sustained	ADJ
ajsts-4495	64	43	growth	growth	NOUN
ajsts-4495	64	44	and	and	CCONJ
ajsts-4495	64	45	innovation	innovation	NOUN
ajsts-4495	64	46	.	.	PUNCT
ajsts-4495	65	1	hence	hence	ADV
ajsts-4495	65	2	,	,	PUNCT
ajsts-4495	65	3	by	by	ADP
ajsts-4495	65	4	dissecting	dissect	VERB
ajsts-4495	65	5	the	the	DET
ajsts-4495	65	6	effects	effect	NOUN
ajsts-4495	65	7	of	of	ADP
ajsts-4495	65	8	automation	automation	NOUN
ajsts-4495	65	9	arising	arise	VERB
ajsts-4495	65	10	from	from	ADP
ajsts-4495	65	11	the	the	DET
ajsts-4495	65	12	use	use	NOUN
ajsts-4495	65	13	of	of	ADP
ajsts-4495	65	14	artificial	artificial	ADJ
ajsts-4495	65	15	intelligence	intelligence	NOUN
ajsts-4495	65	16	the	the	DET
ajsts-4495	65	17	paper	paper	NOUN
ajsts-4495	65	18	seeks	seek	VERB
ajsts-4495	65	19	to	to	PART
ajsts-4495	65	20	guide	guide	VERB
ajsts-4495	65	21	the	the	DET
ajsts-4495	65	22	decision	decision	NOUN
ajsts-4495	65	23	-	-	PUNCT
ajsts-4495	65	24	makers	maker	NOUN
ajsts-4495	65	25	on	on	ADP
ajsts-4495	65	26	the	the	DET
ajsts-4495	65	27	future	future	ADJ
ajsts-4495	65	28	tendencies	tendency	NOUN
ajsts-4495	65	29	of	of	ADP
ajsts-4495	65	30	artificial	artificial	ADJ
ajsts-4495	65	31	intelligence	intelligence	NOUN
ajsts-4495	65	32	in	in	ADP
ajsts-4495	65	33	business	business	NOUN
ajsts-4495	65	34	activities	activity	NOUN
ajsts-4495	65	35	in	in	ADP
ajsts-4495	65	36	order	order	NOUN
ajsts-4495	65	37	to	to	PART
ajsts-4495	65	38	avoid	avoid	VERB
ajsts-4495	65	39	future	future	ADJ
ajsts-4495	65	40	vices	vice	NOUN
ajsts-4495	65	41	and	and	CCONJ
ajsts-4495	65	42	embrace	embrace	VERB
ajsts-4495	65	43	the	the	DET
ajsts-4495	65	44	virtues	virtue	NOUN
ajsts-4495	65	45	that	that	PRON
ajsts-4495	65	46	would	would	AUX
ajsts-4495	65	47	shape	shape	VERB
ajsts-4495	65	48	the	the	DET
ajsts-4495	65	49	future	future	ADJ
ajsts-4495	65	50	business	business	NOUN
ajsts-4495	65	51	environment	environment	NOUN
ajsts-4495	65	52	.	.	PUNCT
ajsts-4495	66	1	literature	literature	NOUN
ajsts-4495	66	2	review	review	PROPN
ajsts-4495	66	3	ai	ai	VERB
ajsts-4495	66	4	in	in	ADP
ajsts-4495	66	5	business	business	NOUN
ajsts-4495	66	6	processes	process	NOUN
ajsts-4495	66	7	integration	integration	NOUN
ajsts-4495	66	8	has	have	AUX
ajsts-4495	66	9	gone	go	VERB
ajsts-4495	66	10	through	through	ADP
ajsts-4495	66	11	a	a	DET
ajsts-4495	66	12	revolution	revolution	NOUN
ajsts-4495	66	13	in	in	ADP
ajsts-4495	66	14	the	the	DET
ajsts-4495	66	15	recent	recent	ADJ
ajsts-4495	66	16	past	past	NOUN
ajsts-4495	66	17	where	where	SCONJ
ajsts-4495	66	18	organizations	organization	NOUN
ajsts-4495	66	19	have	have	AUX
ajsts-4495	66	20	expanded	expand	VERB
ajsts-4495	66	21	on	on	ADP
ajsts-4495	66	22	the	the	DET
ajsts-4495	66	23	use	use	NOUN
ajsts-4495	66	24	of	of	ADP
ajsts-4495	66	25	ai	ai	NOUN
ajsts-4495	66	26	in	in	ADP
ajsts-4495	66	27	activities	activity	NOUN
ajsts-4495	66	28	like	like	ADP
ajsts-4495	66	29	automation	automation	NOUN
ajsts-4495	66	30	of	of	ADP
ajsts-4495	66	31	processes	process	NOUN
ajsts-4495	66	32	,	,	PUNCT
ajsts-4495	66	33	decision	decision	NOUN
ajsts-4495	66	34	-	-	PUNCT
ajsts-4495	66	35	support	support	NOUN
ajsts-4495	66	36	,	,	PUNCT
ajsts-4495	66	37	among	among	ADP
ajsts-4495	66	38	others	other	NOUN
ajsts-4495	66	39	.	.	PUNCT
ajsts-4495	67	1	ml	ml	NOUN
ajsts-4495	68	1	and	and	CCONJ
ajsts-4495	68	2	rpa	rpa	PROPN
ajsts-4495	68	3	have	have	AUX
ajsts-4495	68	4	enhanced	enhance	VERB
ajsts-4495	68	5	workplace	workplace	NOUN
ajsts-4495	68	6	efficiency	efficiency	NOUN
ajsts-4495	68	7	by	by	ADP
ajsts-4495	68	8	empowering	empower	VERB
ajsts-4495	68	9	systems	system	NOUN
ajsts-4495	68	10	to	to	PART
ajsts-4495	68	11	learn	learn	VERB
ajsts-4495	68	12	from	from	ADP
ajsts-4495	68	13	the	the	DET
ajsts-4495	68	14	data	datum	NOUN
ajsts-4495	68	15	and	and	CCONJ
ajsts-4495	68	16	make	make	VERB
ajsts-4495	68	17	decisions	decision	NOUN
ajsts-4495	68	18	as	as	ADV
ajsts-4495	68	19	well	well	ADV
ajsts-4495	68	20	as	as	ADP
ajsts-4495	68	21	perform	perform	VERB
ajsts-4495	68	22	tasks	task	NOUN
ajsts-4495	68	23	that	that	PRON
ajsts-4495	68	24	were	be	AUX
ajsts-4495	68	25	traditionally	traditionally	ADV
ajsts-4495	68	26	done	do	VERB
ajsts-4495	68	27	manually	manually	ADV
ajsts-4495	68	28	.	.	PUNCT
ajsts-4495	69	1	in	in	ADP
ajsts-4495	69	2	this	this	DET
ajsts-4495	69	3	part	part	NOUN
ajsts-4495	69	4	of	of	ADP
ajsts-4495	69	5	the	the	DET
ajsts-4495	69	6	paper	paper	NOUN
ajsts-4495	69	7	,	,	PUNCT
ajsts-4495	69	8	we	we	PRON
ajsts-4495	69	9	present	present	VERB
ajsts-4495	69	10	a	a	DET
ajsts-4495	69	11	brief	brief	ADJ
ajsts-4495	69	12	history	history	NOUN
ajsts-4495	69	13	of	of	ADP
ajsts-4495	69	14	the	the	DET
ajsts-4495	69	15	emergence	emergence	NOUN
ajsts-4495	69	16	of	of	ADP
ajsts-4495	69	17	ai	ai	NOUN
ajsts-4495	69	18	,	,	PUNCT
ajsts-4495	69	19	its	its	PRON
ajsts-4495	69	20	application	application	NOUN
ajsts-4495	69	21	in	in	ADP
ajsts-4495	69	22	automating	automate	VERB
ajsts-4495	69	23	business	business	NOUN
ajsts-4495	69	24	processes	process	NOUN
ajsts-4495	69	25	,	,	PUNCT
ajsts-4495	69	26	interaction	interaction	NOUN
ajsts-4495	69	27	with	with	ADP
ajsts-4495	69	28	rpa	rpa	PROPN
ajsts-4495	69	29	,	,	PUNCT
ajsts-4495	69	30	and	and	CCONJ
ajsts-4495	69	31	the	the	DET
ajsts-4495	69	32	applicability	applicability	NOUN
ajsts-4495	69	33	in	in	ADP
ajsts-4495	69	34	various	various	ADJ
ajsts-4495	69	35	industries	industry	NOUN
ajsts-4495	69	36	is	be	AUX
ajsts-4495	69	37	presented	present	VERB
ajsts-4495	69	38	.	.	PUNCT
ajsts-4495	70	1	the	the	DET
ajsts-4495	70	2	section	section	NOUN
ajsts-4495	70	3	also	also	ADV
ajsts-4495	70	4	discusses	discuss	VERB
ajsts-4495	70	5	the	the	DET
ajsts-4495	70	6	technology	technology	NOUN
ajsts-4495	70	7	that	that	PRON
ajsts-4495	70	8	has	have	AUX
ajsts-4495	70	9	contributed	contribute	VERB
ajsts-4495	70	10	to	to	ADP
ajsts-4495	70	11	the	the	DET
ajsts-4495	70	12	progression	progression	NOUN
ajsts-4495	70	13	of	of	ADP
ajsts-4495	70	14	the	the	DET
ajsts-4495	70	15	ai	ai	NOUN
ajsts-4495	70	16	future	future	NOUN
ajsts-4495	70	17	and	and	CCONJ
ajsts-4495	70	18	previous	previous	ADJ
ajsts-4495	70	19	works	work	NOUN
ajsts-4495	70	20	done	do	VERB
ajsts-4495	70	21	in	in	ADP
ajsts-4495	70	22	studying	study	VERB
ajsts-4495	70	23	the	the	DET
ajsts-4495	70	24	impact	impact	NOUN
ajsts-4495	70	25	of	of	ADP
ajsts-4495	70	26	ai	ai	NOUN
ajsts-4495	70	27	in	in	ADP
ajsts-4495	70	28	business	business	NOUN
ajsts-4495	70	29	processes	process	NOUN
ajsts-4495	70	30	.	.	PUNCT
ajsts-4495	71	1	ai	ai	AUX
ajsts-4495	71	2	in	in	ADP
ajsts-4495	71	3	business	business	NOUN
ajsts-4495	71	4	ai	ai	PROPN
ajsts-4495	71	5	technologies	technology	NOUN
ajsts-4495	71	6	have	have	AUX
ajsts-4495	71	7	considerably	considerably	ADV
ajsts-4495	71	8	grown	grow	VERB
ajsts-4495	71	9	from	from	ADP
ajsts-4495	71	10	early	early	ADJ
ajsts-4495	71	11	rule	rule	NOUN
ajsts-4495	71	12	-	-	PUNCT
ajsts-4495	71	13	driven	drive	VERB
ajsts-4495	71	14	system	system	NOUN
ajsts-4495	71	15	to	to	ADP
ajsts-4495	71	16	what	what	PRON
ajsts-4495	71	17	can	can	AUX
ajsts-4495	71	18	be	be	AUX
ajsts-4495	71	19	referred	refer	VERB
ajsts-4495	71	20	to	to	ADP
ajsts-4495	71	21	as	as	ADP
ajsts-4495	71	22	learning	learn	VERB
ajsts-4495	71	23	machines	machine	NOUN
ajsts-4495	71	24	that	that	PRON
ajsts-4495	71	25	can	can	AUX
ajsts-4495	71	26	perform	perform	VERB
ajsts-4495	71	27	a	a	DET
ajsts-4495	71	28	variety	variety	NOUN
ajsts-4495	71	29	of	of	ADP
ajsts-4495	71	30	tasks	task	NOUN
ajsts-4495	71	31	in	in	ADP
ajsts-4495	71	32	the	the	DET
ajsts-4495	71	33	respective	respective	ADJ
ajsts-4495	71	34	fields	field	NOUN
ajsts-4495	71	35	.	.	PUNCT
ajsts-4495	72	1	firstly	firstly	ADV
ajsts-4495	72	2	,	,	PUNCT
ajsts-4495	72	3	ai	ai	INTJ
ajsts-4495	72	4	was	be	AUX
ajsts-4495	72	5	only	only	ADV
ajsts-4495	72	6	for	for	ADP
ajsts-4495	72	7	specific	specific	ADJ
ajsts-4495	72	8	tasks	task	NOUN
ajsts-4495	72	9	like	like	ADP
ajsts-4495	72	10	a	a	DET
ajsts-4495	72	11	chatbot	chatbot	NOUN
ajsts-4495	72	12	used	use	VERB
ajsts-4495	72	13	in	in	ADP
ajsts-4495	72	14	customer	customer	NOUN
ajsts-4495	72	15	support	support	NOUN
ajsts-4495	72	16	or	or	CCONJ
ajsts-4495	72	17	data	datum	NOUN
ajsts-4495	72	18	entry	entry	NOUN
ajsts-4495	72	19	clerk	clerk	NOUN
ajsts-4495	72	20	applications	application	NOUN
ajsts-4495	72	21	.	.	PUNCT
ajsts-4495	73	1	nevertheless	nevertheless	ADV
ajsts-4495	73	2	,	,	PUNCT
ajsts-4495	73	3	with	with	ADP
ajsts-4495	73	4	the	the	DET
ajsts-4495	73	5	development	development	NOUN
ajsts-4495	73	6	of	of	ADP
ajsts-4495	73	7	machine	machine	NOUN
ajsts-4495	73	8	learning	learning	NOUN
ajsts-4495	73	9	and	and	CCONJ
ajsts-4495	73	10	deep	deep	ADJ
ajsts-4495	73	11	learning	learning	NOUN
ajsts-4495	73	12	approaches	approach	NOUN
ajsts-4495	73	13	,	,	PUNCT
ajsts-4495	73	14	an	an	DET
ajsts-4495	73	15	ai	ai	NOUN
ajsts-4495	73	16	system	system	NOUN
ajsts-4495	73	17	can	can	AUX
ajsts-4495	73	18	perform	perform	VERB
ajsts-4495	73	19	most	most	ADJ
ajsts-4495	73	20	of	of	ADP
ajsts-4495	73	21	the	the	DET
ajsts-4495	73	22	tasks	task	NOUN
ajsts-4495	73	23	that	that	PRON
ajsts-4495	73	24	are	be	AUX
ajsts-4495	73	25	based	base	VERB
ajsts-4495	73	26	on	on	ADP
ajsts-4495	73	27	cognitive	cognitive	ADJ
ajsts-4495	73	28	abilities	ability	NOUN
ajsts-4495	73	29	and	and	CCONJ
ajsts-4495	73	30	include	include	VERB
ajsts-4495	73	31	problem	problem	NOUN
ajsts-4495	73	32	-	-	PUNCT
ajsts-4495	73	33	solving	solving	NOUN
ajsts-4495	73	34	,	,	PUNCT
ajsts-4495	73	35	pattern	pattern	NOUN
ajsts-4495	73	36	recognition	recognition	NOUN
ajsts-4495	73	37	,	,	PUNCT
ajsts-4495	73	38	decision	decision	NOUN
ajsts-4495	73	39	-	-	PUNCT
ajsts-4495	73	40	making	making	NOUN
ajsts-4495	73	41	,	,	PUNCT
ajsts-4495	73	42	and	and	CCONJ
ajsts-4495	73	43	predictive	predictive	ADJ
ajsts-4495	73	44	analysis	analysis	NOUN
ajsts-4495	73	45	.	.	PUNCT
ajsts-4495	74	1	at	at	ADP
ajsts-4495	74	2	the	the	DET
ajsts-4495	74	3	present	present	ADJ
ajsts-4495	74	4	time	time	NOUN
ajsts-4495	74	5	,	,	PUNCT
ajsts-4495	74	6	ai	ai	AUX
ajsts-4495	74	7	found	find	VERB
ajsts-4495	74	8	its	its	PRON
ajsts-4495	74	9	application	application	NOUN
ajsts-4495	74	10	in	in	ADP
ajsts-4495	74	11	various	various	ADJ
ajsts-4495	74	12	areas	area	NOUN
ajsts-4495	74	13	of	of	ADP
ajsts-4495	74	14	the	the	DET
ajsts-4495	74	15	business	business	NOUN
ajsts-4495	74	16	:	:	PUNCT
ajsts-4495	74	17	finance	finance	NOUN
ajsts-4495	74	18	,	,	PUNCT
ajsts-4495	74	19	marketing	marketing	NOUN
ajsts-4495	74	20	and	and	CCONJ
ajsts-4495	74	21	sales	sale	NOUN
ajsts-4495	74	22	,	,	PUNCT
ajsts-4495	74	23	human	human	ADJ
ajsts-4495	74	24	resources	resource	NOUN
ajsts-4495	74	25	,	,	PUNCT
ajsts-4495	74	26	supply	supply	NOUN
ajsts-4495	74	27	chain	chain	NOUN
ajsts-4495	74	28	management	management	NOUN
ajsts-4495	74	29	,	,	PUNCT
ajsts-4495	74	30	and	and	CCONJ
ajsts-4495	74	31	customer	customer	NOUN
ajsts-4495	74	32	service	service	NOUN
ajsts-4495	74	33	.	.	PUNCT
ajsts-4495	75	1	the	the	DET
ajsts-4495	75	2	most	most	ADV
ajsts-4495	75	3	applicable	applicable	ADJ
ajsts-4495	75	4	reason	reason	NOUN
ajsts-4495	75	5	that	that	PRON
ajsts-4495	75	6	has	have	AUX
ajsts-4495	75	7	made	make	VERB
ajsts-4495	75	8	ai	ai	VERB
ajsts-4495	75	9	to	to	PART
ajsts-4495	75	10	feature	feature	VERB
ajsts-4495	75	11	heavily	heavily	ADV
ajsts-4495	75	12	in	in	ADP
ajsts-4495	75	13	modern	modern	ADJ
ajsts-4495	75	14	businesses	business	NOUN
ajsts-4495	75	15	is	be	AUX
ajsts-4495	75	16	the	the	DET
ajsts-4495	75	17	capability	capability	NOUN
ajsts-4495	75	18	to	to	PART
ajsts-4495	75	19	evaluate	evaluate	VERB
ajsts-4495	75	20	massive	massive	ADJ
ajsts-4495	75	21	data	datum	NOUN
ajsts-4495	75	22	,	,	PUNCT
ajsts-4495	75	23	derive	derive	ADJ
ajsts-4495	75	24	patterns	pattern	NOUN
ajsts-4495	75	25	,	,	PUNCT
ajsts-4495	75	26	and	and	CCONJ
ajsts-4495	75	27	make	make	VERB
ajsts-4495	75	28	recommendations	recommendation	NOUN
ajsts-4495	75	29	within	within	ADP
ajsts-4495	75	30	a	a	DET
ajsts-4495	75	31	short	short	ADJ
ajsts-4495	75	32	span	span	NOUN
ajsts-4495	75	33	of	of	ADP
ajsts-4495	75	34	time	time	NOUN
ajsts-4495	75	35	.	.	PUNCT
ajsts-4495	76	1	for	for	ADP
ajsts-4495	76	2	example	example	NOUN
ajsts-4495	76	3	,	,	PUNCT
ajsts-4495	76	4	in	in	ADP
ajsts-4495	76	5	finance	finance	NOUN
ajsts-4495	76	6	,	,	PUNCT
ajsts-4495	76	7	ai	ai	VERB
ajsts-4495	76	8	allows	allow	NOUN
ajsts-4495	76	9	for	for	ADP
ajsts-4495	76	10	the	the	DET
ajsts-4495	76	11	analysis	analysis	NOUN
ajsts-4495	76	12	of	of	ADP
ajsts-4495	76	13	big	big	ADJ
ajsts-4495	76	14	data	datum	NOUN
ajsts-4495	76	15	to	to	PART
ajsts-4495	76	16	identify	identify	VERB
ajsts-4495	76	17	the	the	DET
ajsts-4495	76	18	existence	existence	NOUN
ajsts-4495	76	19	of	of	ADP
ajsts-4495	76	20	fraud	fraud	NOUN
ajsts-4495	76	21	as	as	ADV
ajsts-4495	76	22	well	well	ADV
ajsts-4495	76	23	as	as	ADP
ajsts-4495	76	24	improve	improve	VERB
ajsts-4495	76	25	the	the	DET
ajsts-4495	76	26	identification	identification	NOUN
ajsts-4495	76	27	of	of	ADP
ajsts-4495	76	28	best	good	ADJ
ajsts-4495	76	29	portfolios	portfolio	NOUN
ajsts-4495	76	30	and	and	CCONJ
ajsts-4495	76	31	automation	automation	NOUN
ajsts-4495	76	32	on	on	ADP
ajsts-4495	76	33	financial	financial	ADJ
ajsts-4495	76	34	reporting	reporting	NOUN
ajsts-4495	76	35	.	.	PUNCT
ajsts-4495	77	1	in	in	ADP
ajsts-4495	77	2	marketing	marketing	NOUN
ajsts-4495	77	3	,	,	PUNCT
ajsts-4495	77	4	they	they	PRON
ajsts-4495	77	5	help	help	VERB
ajsts-4495	77	6	in	in	ADP
ajsts-4495	77	7	such	such	ADJ
ajsts-4495	77	8	things	thing	NOUN
ajsts-4495	77	9	like	like	ADP
ajsts-4495	77	10	personalization	personalization	NOUN
ajsts-4495	77	11	of	of	ADP
ajsts-4495	77	12	customers	customer	NOUN
ajsts-4495	77	13	and	and	CCONJ
ajsts-4495	77	14	their	their	PRON
ajsts-4495	77	15	experience	experience	NOUN
ajsts-4495	77	16	,	,	PUNCT
ajsts-4495	77	17	targeted	targeted	ADJ
ajsts-4495	77	18	advertising	advertising	NOUN
ajsts-4495	77	19	,	,	PUNCT
ajsts-4495	77	20	and	and	CCONJ
ajsts-4495	77	21	more	more	ADV
ajsts-4495	77	22	accurate	accurate	ADJ
ajsts-4495	77	23	customer	customer	NOUN
ajsts-4495	77	24	prediction	prediction	NOUN
ajsts-4495	77	25	for	for	ADP
ajsts-4495	77	26	segmentation	segmentation	NOUN
ajsts-4495	77	27	.	.	PUNCT
ajsts-4495	78	1	furthermore	furthermore	ADV
ajsts-4495	78	2	,	,	PUNCT
ajsts-4495	78	3	ai	ai	VERB
ajsts-4495	78	4	can	can	AUX
ajsts-4495	78	5	better	well	ADV
ajsts-4495	78	6	optimize	optimize	VERB
ajsts-4495	78	7	the	the	DET
ajsts-4495	78	8	organizational	organizational	ADJ
ajsts-4495	78	9	system	system	NOUN
ajsts-4495	78	10	,	,	PUNCT
ajsts-4495	78	11	especially	especially	ADV
ajsts-4495	78	12	in	in	ADP
ajsts-4495	78	13	enhancing	enhance	VERB
ajsts-4495	78	14	the	the	DET
ajsts-4495	78	15	productivity	productivity	NOUN
ajsts-4495	78	16	sector	sector	NOUN
ajsts-4495	78	17	of	of	ADP
ajsts-4495	78	18	the	the	DET
ajsts-4495	78	19	business	business	NOUN
ajsts-4495	78	20	without	without	ADP
ajsts-4495	78	21	proportionate	proportionate	ADJ
ajsts-4495	78	22	growth	growth	NOUN
ajsts-4495	78	23	in	in	ADP
ajsts-4495	78	24	the	the	DET
ajsts-4495	78	25	labor	labor	NOUN
ajsts-4495	78	26	force	force	NOUN
ajsts-4495	78	27	,	,	PUNCT
ajsts-4495	78	28	making	make	VERB
ajsts-4495	78	29	it	it	PRON
ajsts-4495	78	30	a	a	DET
ajsts-4495	78	31	tool	tool	NOUN
ajsts-4495	78	32	of	of	ADP
ajsts-4495	78	33	choice	choice	NOUN
ajsts-4495	78	34	for	for	ADP
ajsts-4495	78	35	any	any	DET
ajsts-4495	78	36	organization	organization	NOUN
ajsts-4495	78	37	desiring	desire	VERB
ajsts-4495	78	38	to	to	PART
ajsts-4495	78	39	enhance	enhance	VERB
ajsts-4495	78	40	revenue	revenue	NOUN
ajsts-4495	78	41	gains	gain	NOUN
ajsts-4495	78	42	.	.	PUNCT
ajsts-4495	79	1	according	accord	VERB
ajsts-4495	79	2	to	to	ADP
ajsts-4495	79	3	brynjolfsson	brynjolfsson	NOUN
ajsts-4495	79	4	and	and	CCONJ
ajsts-4495	79	5	mcafee	mcafee	PROPN
ajsts-4495	79	6	(	(	PUNCT
ajsts-4495	79	7	2014	2014	NUM
ajsts-4495	79	8	)	)	PUNCT
ajsts-4495	79	9	,	,	PUNCT
ajsts-4495	79	10	ai	ai	VERB
ajsts-4495	79	11	augments	augment	VERB
ajsts-4495	79	12	how	how	SCONJ
ajsts-4495	79	13	organizations	organization	NOUN
ajsts-4495	79	14	operate	operate	VERB
ajsts-4495	79	15	in	in	ADP
ajsts-4495	79	16	a	a	DET
ajsts-4495	79	17	business	business	NOUN
ajsts-4495	79	18	environment	environment	NOUN
ajsts-4495	79	19	and	and	CCONJ
ajsts-4495	79	20	creates	create	VERB
ajsts-4495	79	21	a	a	DET
ajsts-4495	79	22	core	core	NOUN
ajsts-4495	79	23	competency	competency	NOUN
ajsts-4495	79	24	.	.	PUNCT
ajsts-4495	80	1	by	by	ADP
ajsts-4495	80	2	integrating	integrate	VERB
ajsts-4495	80	3	ai	ai	VERB
ajsts-4495	80	4	,	,	PUNCT
ajsts-4495	80	5	organisations	organisation	NOUN
ajsts-4495	80	6	now	now	ADV
ajsts-4495	80	7	can	can	AUX
ajsts-4495	80	8	work	work	VERB
ajsts-4495	80	9	at	at	ADP
ajsts-4495	80	10	a	a	DET
ajsts-4495	80	11	faster	fast	ADJ
ajsts-4495	80	12	pace	pace	NOUN
ajsts-4495	80	13	,	,	PUNCT
ajsts-4495	80	14	sense	sense	VERB
ajsts-4495	80	15	changes	change	NOUN
ajsts-4495	80	16	in	in	ADP
ajsts-4495	80	17	the	the	DET
ajsts-4495	80	18	market	market	NOUN
ajsts-4495	80	19	and	and	CCONJ
ajsts-4495	80	20	meet	meet	VERB
ajsts-4495	80	21	customers	customer	NOUN
ajsts-4495	80	22	’	'	PUNCT
ajsts-4495	80	23	needs	need	NOUN
ajsts-4495	80	24	..	..	PUNCT
ajsts-4495	80	25	these	these	PRON
ajsts-4495	80	26	are	be	AUX
ajsts-4495	80	27	clear	clear	ADJ
ajsts-4495	80	28	signs	sign	NOUN
ajsts-4495	80	29	that	that	PRON
ajsts-4495	80	30	indicate	indicate	VERB
ajsts-4495	80	31	that	that	SCONJ
ajsts-4495	80	32	this	this	DET
ajsts-4495	80	33	evolution	evolution	NOUN
ajsts-4495	80	34	will	will	AUX
ajsts-4495	80	35	progress	progress	VERB
ajsts-4495	80	36	even	even	ADV
ajsts-4495	80	37	more	more	ADV
ajsts-4495	80	38	in	in	ADP
ajsts-4495	80	39	the	the	DET
ajsts-4495	80	40	following	following	ADJ
ajsts-4495	80	41	years	year	NOUN
ajsts-4495	80	42	,	,	PUNCT
ajsts-4495	80	43	and	and	CCONJ
ajsts-4495	80	44	ai	ai	VERB
ajsts-4495	80	45	assumes	assume	VERB
ajsts-4495	80	46	an	an	DET
ajsts-4495	80	47	even	even	ADV
ajsts-4495	80	48	more	more	ADJ
ajsts-4495	80	49	turnaround	turnaround	NOUN
ajsts-4495	80	50	role	role	NOUN
ajsts-4495	80	51	in	in	ADP
ajsts-4495	80	52	the	the	DET
ajsts-4495	80	53	business	business	NOUN
ajsts-4495	80	54	model	model	NOUN
ajsts-4495	80	55	.	.	PUNCT
ajsts-4495	81	1	these	these	DET
ajsts-4495	81	2	capabilities	capability	NOUN
ajsts-4495	81	3	allow	allow	VERB
ajsts-4495	81	4	businesses	business	NOUN
ajsts-4495	81	5	to	to	PART
ajsts-4495	81	6	increase	increase	VERB
ajsts-4495	81	7	the	the	DET
ajsts-4495	81	8	level	level	NOUN
ajsts-4495	81	9	of	of	ADP
ajsts-4495	81	10	operational	operational	ADJ
ajsts-4495	81	11	activity	activity	NOUN
ajsts-4495	81	12	,	,	PUNCT
ajsts-4495	81	13	become	become	VERB
ajsts-4495	81	14	more	more	ADV
ajsts-4495	81	15	effective	effective	ADJ
ajsts-4495	81	16	,	,	PUNCT
ajsts-4495	81	17	and	and	CCONJ
ajsts-4495	81	18	reveal	reveal	VERB
ajsts-4495	81	19	new	new	ADJ
ajsts-4495	81	20	sources	source	NOUN
ajsts-4495	81	21	of	of	ADP
ajsts-4495	81	22	competitive	competitive	ADJ
ajsts-4495	81	23	advantage	advantage	NOUN
ajsts-4495	81	24	in	in	ADP
ajsts-4495	81	25	a	a	DET
ajsts-4495	81	26	constantly	constantly	ADV
ajsts-4495	81	27	evolving	evolve	VERB
ajsts-4495	81	28	market	market	NOUN
ajsts-4495	81	29	environment	environment	NOUN
ajsts-4495	81	30	.	.	PUNCT
ajsts-4495	82	1	figure	figure	VERB
ajsts-4495	82	2	1	1	NUM
ajsts-4495	82	3	:	:	PUNCT
ajsts-4495	82	4	research	research	NOUN
ajsts-4495	82	5	framework	framework	NOUN
ajsts-4495	82	6	model	model	NOUN
ajsts-4495	82	7	pa	pa	PROPN
ajsts-4495	82	8	ge	ge	PROPN
ajsts-4495	82	9	52	52	NUM
ajsts-4495	82	10	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	82	11	am	be	AUX
ajsts-4495	82	12	.	.	PUNCT
ajsts-4495	83	1	j.	j.	PROPN
ajsts-4495	83	2	smart	smart	PROPN
ajsts-4495	83	3	.	.	PUNCT
ajsts-4495	84	1	technol	technol	PROPN
ajsts-4495	84	2	.	.	PUNCT
ajsts-4495	84	3	solutions	solution	NOUN
ajsts-4495	84	4	4(1	4(1	NOUN
ajsts-4495	84	5	)	)	PUNCT
ajsts-4495	84	6	49	49	NUM
ajsts-4495	84	7	-	-	SYM
ajsts-4495	84	8	58	58	NUM
ajsts-4495	84	9	,	,	PUNCT
ajsts-4495	84	10	2025	2025	NUM
ajsts-4495	84	11	robotic	robotic	ADJ
ajsts-4495	84	12	process	process	NOUN
ajsts-4495	84	13	automation	automation	NOUN
ajsts-4495	84	14	(	(	PUNCT
ajsts-4495	84	15	rpa	rpa	PROPN
ajsts-4495	84	16	)	)	PUNCT
ajsts-4495	84	17	while	while	SCONJ
ajsts-4495	84	18	the	the	DET
ajsts-4495	84	19	use	use	NOUN
ajsts-4495	84	20	of	of	ADP
ajsts-4495	84	21	ai	ai	NOUN
ajsts-4495	84	22	in	in	ADP
ajsts-4495	84	23	business	business	NOUN
ajsts-4495	84	24	is	be	AUX
ajsts-4495	84	25	based	base	VERB
ajsts-4495	84	26	upon	upon	SCONJ
ajsts-4495	84	27	integrating	integrate	VERB
ajsts-4495	84	28	ai	ai	VERB
ajsts-4495	84	29	technologies	technology	NOUN
ajsts-4495	84	30	to	to	PART
ajsts-4495	84	31	support	support	VERB
ajsts-4495	84	32	the	the	DET
ajsts-4495	84	33	processes	process	NOUN
ajsts-4495	84	34	of	of	ADP
ajsts-4495	84	35	decision	decision	NOUN
ajsts-4495	84	36	making	making	NOUN
ajsts-4495	84	37	,	,	PUNCT
ajsts-4495	84	38	the	the	DET
ajsts-4495	84	39	use	use	NOUN
ajsts-4495	84	40	of	of	ADP
ajsts-4495	84	41	rpa	rpa	PROPN
ajsts-4495	84	42	goes	go	VERB
ajsts-4495	84	43	further	far	ADV
ajsts-4495	84	44	and	and	CCONJ
ajsts-4495	84	45	applies	apply	VERB
ajsts-4495	84	46	ai	ai	VERB
ajsts-4495	84	47	technologies	technology	NOUN
ajsts-4495	84	48	for	for	ADP
ajsts-4495	84	49	performing	perform	VERB
ajsts-4495	84	50	the	the	DET
ajsts-4495	84	51	operations	operation	NOUN
ajsts-4495	84	52	taking	take	VERB
ajsts-4495	84	53	the	the	DET
ajsts-4495	84	54	human	human	ADJ
ajsts-4495	84	55	operators	operator	NOUN
ajsts-4495	84	56	out	out	ADP
ajsts-4495	84	57	of	of	ADP
ajsts-4495	84	58	the	the	DET
ajsts-4495	84	59	loop	loop	NOUN
ajsts-4495	84	60	.	.	PUNCT
ajsts-4495	85	1	rpa	rpa	PROPN
ajsts-4495	85	2	has	have	AUX
ajsts-4495	85	3	been	be	AUX
ajsts-4495	85	4	counted	count	VERB
ajsts-4495	85	5	as	as	ADP
ajsts-4495	85	6	one	one	NUM
ajsts-4495	85	7	of	of	ADP
ajsts-4495	85	8	the	the	DET
ajsts-4495	85	9	pioneering	pioneering	ADJ
ajsts-4495	85	10	usages	usage	NOUN
ajsts-4495	85	11	of	of	ADP
ajsts-4495	85	12	ai	ai	VERB
ajsts-4495	85	13	in	in	ADP
ajsts-4495	85	14	business	business	NOUN
ajsts-4495	85	15	processes	process	NOUN
ajsts-4495	85	16	–	–	PUNCT
ajsts-4495	85	17	mainly	mainly	ADV
ajsts-4495	85	18	in	in	ADP
ajsts-4495	85	19	banking	banking	NOUN
ajsts-4495	85	20	,	,	PUNCT
ajsts-4495	85	21	insurance	insurance	NOUN
ajsts-4495	85	22	,	,	PUNCT
ajsts-4495	85	23	and	and	CCONJ
ajsts-4495	85	24	telecommunications	telecommunications	NOUN
ajsts-4495	85	25	industries	industry	NOUN
ajsts-4495	85	26	.	.	PUNCT
ajsts-4495	86	1	earlier	early	ADV
ajsts-4495	86	2	,	,	PUNCT
ajsts-4495	86	3	the	the	DET
ajsts-4495	86	4	applications	application	NOUN
ajsts-4495	86	5	of	of	ADP
ajsts-4495	86	6	rpa	rpa	PROPN
ajsts-4495	86	7	embraced	embrace	VERB
ajsts-4495	86	8	only	only	ADV
ajsts-4495	86	9	the	the	DET
ajsts-4495	86	10	repetitive	repetitive	ADJ
ajsts-4495	86	11	and	and	CCONJ
ajsts-4495	86	12	routine	routine	ADJ
ajsts-4495	86	13	tasks	task	NOUN
ajsts-4495	86	14	like	like	ADP
ajsts-4495	86	15	data	datum	NOUN
ajsts-4495	86	16	entry	entry	NOUN
ajsts-4495	86	17	,	,	PUNCT
ajsts-4495	86	18	invoices	invoice	NOUN
ajsts-4495	86	19	processing	processing	NOUN
ajsts-4495	86	20	,	,	PUNCT
ajsts-4495	86	21	and	and	CCONJ
ajsts-4495	86	22	transaction	transaction	NOUN
ajsts-4495	86	23	handling	handling	NOUN
ajsts-4495	86	24	.	.	PUNCT
ajsts-4495	87	1	these	these	PRON
ajsts-4495	87	2	were	be	AUX
ajsts-4495	87	3	repetitive	repetitive	ADJ
ajsts-4495	87	4	work	work	NOUN
ajsts-4495	87	5	that	that	PRON
ajsts-4495	87	6	were	be	AUX
ajsts-4495	87	7	done	do	VERB
ajsts-4495	87	8	previously	previously	ADV
ajsts-4495	87	9	in	in	ADP
ajsts-4495	87	10	a	a	DET
ajsts-4495	87	11	manual	manual	NOUN
ajsts-4495	87	12	,	,	PUNCT
ajsts-4495	87	13	labor	labor	NOUN
ajsts-4495	87	14	-	-	PUNCT
ajsts-4495	87	15	intensive	intensive	ADJ
ajsts-4495	87	16	,	,	PUNCT
ajsts-4495	87	17	and	and	CCONJ
ajsts-4495	87	18	inefficient	inefficient	ADJ
ajsts-4495	87	19	manner	manner	NOUN
ajsts-4495	87	20	which	which	PRON
ajsts-4495	87	21	can	can	AUX
ajsts-4495	87	22	be	be	AUX
ajsts-4495	87	23	automated	automate	VERB
ajsts-4495	87	24	.	.	PUNCT
ajsts-4495	88	1	however	however	ADV
ajsts-4495	88	2	,	,	PUNCT
ajsts-4495	88	3	the	the	DET
ajsts-4495	88	4	incorporation	incorporation	NOUN
ajsts-4495	88	5	of	of	ADP
ajsts-4495	88	6	ai	ai	NOUN
ajsts-4495	88	7	in	in	ADP
ajsts-4495	88	8	rpa	rpa	PROPN
ajsts-4495	88	9	has	have	AUX
ajsts-4495	88	10	enabled	enable	VERB
ajsts-4495	88	11	these	these	DET
ajsts-4495	88	12	systems	system	NOUN
ajsts-4495	88	13	to	to	PART
ajsts-4495	88	14	address	address	VERB
ajsts-4495	88	15	more	more	ADV
ajsts-4495	88	16	sophisticated	sophisticated	ADJ
ajsts-4495	88	17	processes	process	NOUN
ajsts-4495	88	18	that	that	PRON
ajsts-4495	88	19	need	need	NOUN
ajsts-4495	88	20	of	of	ADP
ajsts-4495	88	21	cognition	cognition	NOUN
ajsts-4495	88	22	abilities	ability	NOUN
ajsts-4495	88	23	,	,	PUNCT
ajsts-4495	88	24	including	include	VERB
ajsts-4495	88	25	decision	decision	NOUN
ajsts-4495	88	26	-	-	PUNCT
ajsts-4495	88	27	making	making	NOUN
ajsts-4495	88	28	,	,	PUNCT
ajsts-4495	88	29	data	datum	NOUN
ajsts-4495	88	30	interpretation	interpretation	NOUN
ajsts-4495	88	31	,	,	PUNCT
ajsts-4495	88	32	and	and	CCONJ
ajsts-4495	88	33	data	datum	NOUN
ajsts-4495	88	34	interactions	interaction	NOUN
ajsts-4495	88	35	such	such	ADJ
ajsts-4495	88	36	as	as	ADP
ajsts-4495	88	37	emails	email	NOUN
ajsts-4495	88	38	,	,	PUNCT
ajsts-4495	88	39	invoices	invoice	NOUN
ajsts-4495	88	40	,	,	PUNCT
ajsts-4495	88	41	among	among	ADP
ajsts-4495	88	42	others	other	NOUN
ajsts-4495	88	43	.	.	PUNCT
ajsts-4495	89	1	when	when	SCONJ
ajsts-4495	89	2	rpa	rpa	PROPN
ajsts-4495	89	3	is	be	AUX
ajsts-4495	89	4	integrated	integrate	VERB
ajsts-4495	89	5	with	with	ADP
ajsts-4495	89	6	nlp	nlp	NOUN
ajsts-4495	89	7	or	or	CCONJ
ajsts-4495	89	8	machine	machine	NOUN
ajsts-4495	89	9	learning	learn	VERB
ajsts-4495	89	10	the	the	DET
ajsts-4495	89	11	decision	decision	NOUN
ajsts-4495	89	12	-	-	PUNCT
ajsts-4495	89	13	making	make	VERB
ajsts-4495	89	14	capabilities	capability	NOUN
ajsts-4495	89	15	were	be	AUX
ajsts-4495	89	16	previously	previously	ADV
ajsts-4495	89	17	performed	perform	VERB
ajsts-4495	89	18	manually	manually	ADV
ajsts-4495	89	19	are	be	AUX
ajsts-4495	89	20	implemented	implement	VERB
ajsts-4495	89	21	automatically	automatically	ADV
ajsts-4495	89	22	.	.	PUNCT
ajsts-4495	90	1	this	this	PRON
ajsts-4495	90	2	is	be	AUX
ajsts-4495	90	3	integration	integration	NOUN
ajsts-4495	90	4	commonly	commonly	ADV
ajsts-4495	90	5	known	know	VERB
ajsts-4495	90	6	as	as	ADP
ajsts-4495	90	7	ia	ia	NOUN
ajsts-4495	90	8	or	or	CCONJ
ajsts-4495	90	9	intelligent	intelligent	ADJ
ajsts-4495	90	10	automation	automation	NOUN
ajsts-4495	90	11	;	;	PUNCT
ajsts-4495	90	12	essentially	essentially	ADV
ajsts-4495	90	13	,	,	PUNCT
ajsts-4495	90	14	rpa	rpa	PROPN
ajsts-4495	90	15	joined	join	VERB
ajsts-4495	90	16	with	with	ADP
ajsts-4495	90	17	ai	ai	VERB
ajsts-4495	90	18	to	to	PART
ajsts-4495	90	19	form	form	VERB
ajsts-4495	90	20	capability	capability	NOUN
ajsts-4495	90	21	of	of	ADP
ajsts-4495	90	22	doing	do	VERB
ajsts-4495	90	23	more	more	ADJ
ajsts-4495	90	24	highlighting	highlighting	NOUN
ajsts-4495	90	25	aspects	aspect	NOUN
ajsts-4495	90	26	of	of	ADP
ajsts-4495	90	27	rpa	rpa	PRON
ajsts-4495	90	28	where	where	SCONJ
ajsts-4495	90	29	repetitive	repetitive	ADJ
ajsts-4495	90	30	task	task	NOUN
ajsts-4495	90	31	can	can	AUX
ajsts-4495	90	32	be	be	AUX
ajsts-4495	90	33	handled	handle	VERB
ajsts-4495	90	34	by	by	ADP
ajsts-4495	90	35	rp	rp	NOUN
ajsts-4495	90	36	while	while	SCONJ
ajsts-4495	90	37	ai	ai	INTJ
ajsts-4495	90	38	which	which	PRON
ajsts-4495	90	39	has	have	VERB
ajsts-4495	90	40	features	feature	NOUN
ajsts-4495	90	41	of	of	ADP
ajsts-4495	90	42	pattern	pattern	NOUN
ajsts-4495	90	43	detection	detection	NOUN
ajsts-4495	90	44	and	and	CCONJ
ajsts-4495	90	45	data	datum	NOUN
ajsts-4495	90	46	analysis	analysis	NOUN
ajsts-4495	90	47	controls	control	VERB
ajsts-4495	90	48	the	the	DET
ajsts-4495	90	49	more	more	ADV
ajsts-4495	90	50	complicated	complicated	ADJ
ajsts-4495	90	51	tasks	task	NOUN
ajsts-4495	90	52	.	.	PUNCT
ajsts-4495	91	1	avasarala	avasarala	NOUN
ajsts-4495	91	2	(	(	PUNCT
ajsts-4495	91	3	2020	2020	NUM
ajsts-4495	91	4	)	)	PUNCT
ajsts-4495	91	5	explains	explain	VERB
ajsts-4495	91	6	how	how	SCONJ
ajsts-4495	91	7	the	the	DET
ajsts-4495	91	8	current	current	ADJ
ajsts-4495	91	9	advancements	advancement	NOUN
ajsts-4495	91	10	in	in	ADP
ajsts-4495	91	11	technological	technological	ADJ
ajsts-4495	91	12	manufacturing	manufacturing	NOUN
ajsts-4495	91	13	involves	involve	VERB
ajsts-4495	91	14	ai	ai	VERB
ajsts-4495	91	15	in	in	ADP
ajsts-4495	91	16	the	the	DET
ajsts-4495	91	17	manufacturing	manufacturing	NOUN
ajsts-4495	91	18	of	of	ADP
ajsts-4495	91	19	rpa	rpa	PROPN
ajsts-4495	91	20	systems	system	NOUN
ajsts-4495	91	21	as	as	ADP
ajsts-4495	91	22	a	a	DET
ajsts-4495	91	23	way	way	NOUN
ajsts-4495	91	24	of	of	ADP
ajsts-4495	91	25	streamlining	streamline	VERB
ajsts-4495	91	26	the	the	DET
ajsts-4495	91	27	production	production	NOUN
ajsts-4495	91	28	lines	line	NOUN
ajsts-4495	91	29	,	,	PUNCT
ajsts-4495	91	30	minimizing	minimize	VERB
ajsts-4495	91	31	on	on	ADP
ajsts-4495	91	32	the	the	DET
ajsts-4495	91	33	time	time	NOUN
ajsts-4495	91	34	that	that	PRON
ajsts-4495	91	35	machines	machine	NOUN
ajsts-4495	91	36	are	be	AUX
ajsts-4495	91	37	out	out	ADP
ajsts-4495	91	38	of	of	ADP
ajsts-4495	91	39	service	service	NOUN
ajsts-4495	91	40	,	,	PUNCT
ajsts-4495	91	41	and	and	CCONJ
ajsts-4495	91	42	increasing	increase	VERB
ajsts-4495	91	43	on	on	ADP
ajsts-4495	91	44	the	the	DET
ajsts-4495	91	45	rate	rate	NOUN
ajsts-4495	91	46	of	of	ADP
ajsts-4495	91	47	production	production	NOUN
ajsts-4495	91	48	.	.	PUNCT
ajsts-4495	92	1	for	for	ADP
ajsts-4495	92	2	instance	instance	NOUN
ajsts-4495	92	3	,	,	PUNCT
ajsts-4495	92	4	in	in	ADP
ajsts-4495	92	5	manufacturing	manufacturing	NOUN
ajsts-4495	92	6	-	-	PUNCT
ajsts-4495	92	7	line	line	NOUN
ajsts-4495	92	8	industries	industry	NOUN
ajsts-4495	92	9	,	,	PUNCT
ajsts-4495	92	10	the	the	DET
ajsts-4495	92	11	use	use	NOUN
ajsts-4495	92	12	of	of	ADP
ajsts-4495	92	13	automated	automate	VERB
ajsts-4495	92	14	robots	robot	NOUN
ajsts-4495	92	15	that	that	PRON
ajsts-4495	92	16	are	be	AUX
ajsts-4495	92	17	built	build	VERB
ajsts-4495	92	18	with	with	ADP
ajsts-4495	92	19	ai	ai	ADJ
ajsts-4495	92	20	capabilities	capability	NOUN
ajsts-4495	92	21	can	can	AUX
ajsts-4495	92	22	study	study	VERB
ajsts-4495	92	23	the	the	DET
ajsts-4495	92	24	data	datum	NOUN
ajsts-4495	92	25	fed	feed	VERB
ajsts-4495	92	26	to	to	ADP
ajsts-4495	92	27	it	it	PRON
ajsts-4495	92	28	and	and	CCONJ
ajsts-4495	92	29	detect	detect	VERB
ajsts-4495	92	30	when	when	SCONJ
ajsts-4495	92	31	the	the	DET
ajsts-4495	92	32	machinery	machinery	NOUN
ajsts-4495	92	33	is	be	AUX
ajsts-4495	92	34	likely	likely	ADJ
ajsts-4495	92	35	to	to	PART
ajsts-4495	92	36	fail	fail	VERB
ajsts-4495	92	37	and	and	CCONJ
ajsts-4495	92	38	then	then	ADV
ajsts-4495	92	39	proceed	proceed	VERB
ajsts-4495	92	40	to	to	PART
ajsts-4495	92	41	rectify	rectify	VERB
ajsts-4495	92	42	the	the	DET
ajsts-4495	92	43	situation	situation	NOUN
ajsts-4495	92	44	by	by	ADP
ajsts-4495	92	45	altering	alter	VERB
ajsts-4495	92	46	its	its	PRON
ajsts-4495	92	47	manufacturing	manufacturing	NOUN
ajsts-4495	92	48	process	process	NOUN
ajsts-4495	92	49	or	or	CCONJ
ajsts-4495	92	50	order	order	NOUN
ajsts-4495	92	51	for	for	ADP
ajsts-4495	92	52	new	new	ADJ
ajsts-4495	92	53	parts	part	NOUN
ajsts-4495	92	54	if	if	SCONJ
ajsts-4495	92	55	required	require	VERB
ajsts-4495	92	56	.	.	PUNCT
ajsts-4495	93	1	such	such	ADJ
ajsts-4495	93	2	sophisticated	sophisticated	ADJ
ajsts-4495	93	3	rpa	rpa	NOUN
ajsts-4495	93	4	systems	system	NOUN
ajsts-4495	93	5	are	be	AUX
ajsts-4495	93	6	beneficial	beneficial	ADJ
ajsts-4495	93	7	for	for	ADP
ajsts-4495	93	8	any	any	DET
ajsts-4495	93	9	business	business	NOUN
ajsts-4495	93	10	because	because	SCONJ
ajsts-4495	93	11	those	those	DET
ajsts-4495	93	12	elements	element	NOUN
ajsts-4495	93	13	are	be	AUX
ajsts-4495	93	14	becoming	become	VERB
ajsts-4495	93	15	the	the	DET
ajsts-4495	93	16	key	key	NOUN
ajsts-4495	93	17	to	to	ADP
ajsts-4495	93	18	success	success	NOUN
ajsts-4495	93	19	in	in	ADP
ajsts-4495	93	20	the	the	DET
ajsts-4495	93	21	current	current	ADJ
ajsts-4495	93	22	rapid	rapid	ADJ
ajsts-4495	93	23	markets	market	NOUN
ajsts-4495	93	24	.	.	PUNCT
ajsts-4495	94	1	through	through	ADP
ajsts-4495	94	2	the	the	DET
ajsts-4495	94	3	use	use	NOUN
ajsts-4495	94	4	of	of	ADP
ajsts-4495	94	5	ai	ai	VERB
ajsts-4495	94	6	together	together	ADV
ajsts-4495	94	7	with	with	ADP
ajsts-4495	94	8	rpa	rpa	PROPN
ajsts-4495	94	9	,	,	PUNCT
ajsts-4495	94	10	companies	company	NOUN
ajsts-4495	94	11	get	get	VERB
ajsts-4495	94	12	to	to	PART
ajsts-4495	94	13	enhance	enhance	VERB
ajsts-4495	94	14	the	the	DET
ajsts-4495	94	15	efficiency	efficiency	NOUN
ajsts-4495	94	16	of	of	ADP
ajsts-4495	94	17	multiple	multiple	ADJ
ajsts-4495	94	18	aspects	aspect	NOUN
ajsts-4495	94	19	of	of	ADP
ajsts-4495	94	20	making	make	VERB
ajsts-4495	94	21	decisions	decision	NOUN
ajsts-4495	94	22	,	,	PUNCT
ajsts-4495	94	23	wherein	wherein	SCONJ
ajsts-4495	94	24	human	human	ADJ
ajsts-4495	94	25	beings	being	NOUN
ajsts-4495	94	26	will	will	AUX
ajsts-4495	94	27	have	have	VERB
ajsts-4495	94	28	a	a	DET
ajsts-4495	94	29	chance	chance	NOUN
ajsts-4495	94	30	to	to	PART
ajsts-4495	94	31	direct	direct	VERB
ajsts-4495	94	32	their	their	PRON
ajsts-4495	94	33	efforts	effort	NOUN
ajsts-4495	94	34	towards	towards	ADP
ajsts-4495	94	35	more	more	ADV
ajsts-4495	94	36	profitable	profitable	ADJ
ajsts-4495	94	37	aspects	aspect	NOUN
ajsts-4495	94	38	such	such	ADJ
ajsts-4495	94	39	as	as	ADP
ajsts-4495	94	40	invention	invention	NOUN
ajsts-4495	94	41	.	.	PUNCT
ajsts-4495	95	1	technological	technological	ADJ
ajsts-4495	95	2	advancements	advancement	NOUN
ajsts-4495	95	3	these	these	PRON
ajsts-4495	95	4	are	be	AUX
ajsts-4495	95	5	not	not	PART
ajsts-4495	95	6	mere	mere	ADJ
ajsts-4495	95	7	ideas	idea	NOUN
ajsts-4495	95	8	on	on	ADP
ajsts-4495	95	9	the	the	DET
ajsts-4495	95	10	walls	wall	NOUN
ajsts-4495	95	11	but	but	CCONJ
ajsts-4495	95	12	a	a	DET
ajsts-4495	95	13	reality	reality	NOUN
ajsts-4495	95	14	that	that	PRON
ajsts-4495	95	15	has	have	AUX
ajsts-4495	95	16	been	be	AUX
ajsts-4495	95	17	thoroughly	thoroughly	ADV
ajsts-4495	95	18	experimented	experiment	VERB
ajsts-4495	95	19	with	with	ADP
ajsts-4495	95	20	by	by	ADP
ajsts-4495	95	21	various	various	ADJ
ajsts-4495	95	22	scholars	scholar	NOUN
ajsts-4495	95	23	and	and	CCONJ
ajsts-4495	95	24	researchers	researcher	NOUN
ajsts-4495	95	25	in	in	ADP
ajsts-4495	95	26	their	their	PRON
ajsts-4495	95	27	search	search	NOUN
ajsts-4495	95	28	for	for	ADP
ajsts-4495	95	29	the	the	DET
ajsts-4495	95	30	influence	influence	NOUN
ajsts-4495	95	31	of	of	ADP
ajsts-4495	95	32	these	these	DET
ajsts-4495	95	33	technologies	technology	NOUN
ajsts-4495	95	34	.	.	PUNCT
ajsts-4495	96	1	one	one	NUM
ajsts-4495	96	2	the	the	DET
ajsts-4495	96	3	most	most	ADV
ajsts-4495	96	4	important	important	ADJ
ajsts-4495	96	5	of	of	ADP
ajsts-4495	96	6	these	these	PRON
ajsts-4495	96	7	is	be	AUX
ajsts-4495	96	8	the	the	DET
ajsts-4495	96	9	support	support	NOUN
ajsts-4495	96	10	of	of	ADP
ajsts-4495	96	11	machine	machine	NOUN
ajsts-4495	96	12	learning	learning	NOUN
ajsts-4495	96	13	(	(	PUNCT
ajsts-4495	96	14	ml	ml	NOUN
ajsts-4495	96	15	)	)	PUNCT
ajsts-4495	96	16	algorithms	algorithm	NOUN
ajsts-4495	96	17	,	,	PUNCT
ajsts-4495	96	18	through	through	ADP
ajsts-4495	96	19	which	which	PRON
ajsts-4495	96	20	systems	system	NOUN
ajsts-4495	96	21	can	can	AUX
ajsts-4495	96	22	make	make	VERB
ajsts-4495	96	23	constant	constant	ADJ
ajsts-4495	96	24	progressive	progressive	ADJ
ajsts-4495	96	25	changes	change	NOUN
ajsts-4495	96	26	to	to	ADP
ajsts-4495	96	27	their	their	PRON
ajsts-4495	96	28	performance	performance	NOUN
ajsts-4495	96	29	based	base	VERB
ajsts-4495	96	30	on	on	ADP
ajsts-4495	96	31	prior	prior	ADJ
ajsts-4495	96	32	performances	performance	NOUN
ajsts-4495	96	33	.	.	PUNCT
ajsts-4495	97	1	another	another	DET
ajsts-4495	97	2	type	type	NOUN
ajsts-4495	97	3	of	of	ADP
ajsts-4495	97	4	ml	ml	NOUN
ajsts-4495	97	5	called	call	VERB
ajsts-4495	97	6	deep	deep	ADJ
ajsts-4495	97	7	learning	learning	NOUN
ajsts-4495	97	8	has	have	AUX
ajsts-4495	97	9	also	also	ADV
ajsts-4495	97	10	emerged	emerge	VERB
ajsts-4495	97	11	because	because	SCONJ
ajsts-4495	97	12	of	of	ADP
ajsts-4495	97	13	its	its	PRON
ajsts-4495	97	14	capability	capability	NOUN
ajsts-4495	97	15	to	to	PART
ajsts-4495	97	16	work	work	VERB
ajsts-4495	97	17	with	with	ADP
ajsts-4495	97	18	new	new	ADJ
ajsts-4495	97	19	and	and	CCONJ
ajsts-4495	97	20	large	large	ADJ
ajsts-4495	97	21	datasets	dataset	NOUN
ajsts-4495	97	22	that	that	PRON
ajsts-4495	97	23	are	be	AUX
ajsts-4495	97	24	in	in	ADP
ajsts-4495	97	25	the	the	DET
ajsts-4495	97	26	form	form	NOUN
ajsts-4495	97	27	of	of	ADP
ajsts-4495	97	28	images	image	NOUN
ajsts-4495	97	29	or	or	CCONJ
ajsts-4495	97	30	speech	speech	NOUN
ajsts-4495	97	31	or	or	CCONJ
ajsts-4495	97	32	texts	text	NOUN
ajsts-4495	97	33	that	that	PRON
ajsts-4495	97	34	are	be	AUX
ajsts-4495	97	35	unstructured	unstructure	VERB
ajsts-4495	97	36	in	in	ADP
ajsts-4495	97	37	nature	nature	NOUN
ajsts-4495	97	38	.	.	PUNCT
ajsts-4495	98	1	in	in	ADP
ajsts-4495	98	2	business	business	NOUN
ajsts-4495	98	3	operations	operation	NOUN
ajsts-4495	98	4	,	,	PUNCT
ajsts-4495	98	5	a	a	DET
ajsts-4495	98	6	number	number	NOUN
ajsts-4495	98	7	of	of	ADP
ajsts-4495	98	8	artificial	artificial	ADJ
ajsts-4495	98	9	intelligence	intelligence	NOUN
ajsts-4495	98	10	technologies	technology	NOUN
ajsts-4495	98	11	like	like	ADP
ajsts-4495	98	12	robotic	robotic	ADJ
ajsts-4495	98	13	process	process	NOUN
ajsts-4495	98	14	automation	automation	NOUN
ajsts-4495	98	15	,	,	PUNCT
ajsts-4495	98	16	predictive	predictive	ADJ
ajsts-4495	98	17	analysis	analysis	NOUN
ajsts-4495	98	18	and	and	CCONJ
ajsts-4495	98	19	decision	decision	NOUN
ajsts-4495	98	20	support	support	NOUN
ajsts-4495	98	21	system	system	NOUN
ajsts-4495	98	22	have	have	AUX
ajsts-4495	98	23	brought	bring	VERB
ajsts-4495	98	24	a	a	DET
ajsts-4495	98	25	significant	significant	ADJ
ajsts-4495	98	26	change	change	NOUN
ajsts-4495	98	27	of	of	ADP
ajsts-4495	98	28	paradigm	paradigm	NOUN
ajsts-4495	98	29	shift	shift	NOUN
ajsts-4495	98	30	in	in	ADP
ajsts-4495	98	31	the	the	DET
ajsts-4495	98	32	overall	overall	ADJ
ajsts-4495	98	33	decision	decision	NOUN
ajsts-4495	98	34	-	-	PUNCT
ajsts-4495	98	35	making	make	VERB
ajsts-4495	98	36	processes	process	NOUN
ajsts-4495	98	37	.	.	PUNCT
ajsts-4495	99	1	for	for	ADP
ajsts-4495	99	2	instance	instance	NOUN
ajsts-4495	99	3	,	,	PUNCT
ajsts-4495	99	4	ai	ai	VERB
ajsts-4495	99	5	-	-	PUNCT
ajsts-4495	99	6	driven	drive	VERB
ajsts-4495	99	7	rpa	rpa	NOUN
ajsts-4495	99	8	has	have	AUX
ajsts-4495	99	9	moved	move	VERB
ajsts-4495	99	10	further	far	ADV
ajsts-4495	99	11	than	than	ADP
ajsts-4495	99	12	simple	simple	ADJ
ajsts-4495	99	13	analyses	analysis	NOUN
ajsts-4495	99	14	and	and	CCONJ
ajsts-4495	99	15	process	process	NOUN
ajsts-4495	99	16	automation	automation	NOUN
ajsts-4495	99	17	to	to	ADP
ajsts-4495	99	18	contributing	contribute	VERB
ajsts-4495	99	19	to	to	ADP
ajsts-4495	99	20	smarter	smart	ADJ
ajsts-4495	99	21	actions	action	NOUN
ajsts-4495	99	22	such	such	ADJ
ajsts-4495	99	23	as	as	ADP
ajsts-4495	99	24	the	the	DET
ajsts-4495	99	25	assessment	assessment	NOUN
ajsts-4495	99	26	of	of	ADP
ajsts-4495	99	27	information	information	NOUN
ajsts-4495	99	28	,	,	PUNCT
ajsts-4495	99	29	provision	provision	NOUN
ajsts-4495	99	30	of	of	ADP
ajsts-4495	99	31	suggestions	suggestion	NOUN
ajsts-4495	99	32	,	,	PUNCT
ajsts-4495	99	33	and	and	CCONJ
ajsts-4495	99	34	communication	communication	NOUN
ajsts-4495	99	35	with	with	ADP
ajsts-4495	99	36	customers	customer	NOUN
ajsts-4495	99	37	.	.	PUNCT
ajsts-4495	100	1	this	this	PRON
ajsts-4495	100	2	is	be	AUX
ajsts-4495	100	3	evident	evident	ADJ
ajsts-4495	100	4	from	from	ADP
ajsts-4495	100	5	the	the	DET
ajsts-4495	100	6	case	case	NOUN
ajsts-4495	100	7	of	of	ADP
ajsts-4495	100	8	scm	scm	PROPN
ajsts-4495	100	9	,	,	PUNCT
ajsts-4495	100	10	hr	hr	NOUN
ajsts-4495	100	11	,	,	PUNCT
ajsts-4495	100	12	finance	finance	NOUN
ajsts-4495	100	13	,	,	PUNCT
ajsts-4495	100	14	and	and	CCONJ
ajsts-4495	100	15	marketing	marketing	NOUN
ajsts-4495	100	16	that	that	PRON
ajsts-4495	100	17	have	have	AUX
ajsts-4495	100	18	all	all	PRON
ajsts-4495	100	19	benefitted	benefit	VERB
ajsts-4495	100	20	through	through	ADP
ajsts-4495	100	21	the	the	DET
ajsts-4495	100	22	integration	integration	NOUN
ajsts-4495	100	23	of	of	ADP
ajsts-4495	100	24	the	the	DET
ajsts-4495	100	25	ai	ai	NOUN
ajsts-4495	100	26	tools	tool	NOUN
ajsts-4495	100	27	.	.	PUNCT
ajsts-4495	101	1	another	another	DET
ajsts-4495	101	2	advancement	advancement	NOUN
ajsts-4495	101	3	is	be	AUX
ajsts-4495	101	4	the	the	DET
ajsts-4495	101	5	arrival	arrival	NOUN
ajsts-4495	101	6	of	of	ADP
ajsts-4495	101	7	cloud	cloud	NOUN
ajsts-4495	101	8	ai	ai	PROPN
ajsts-4495	101	9	platforms	platform	NOUN
ajsts-4495	101	10	which	which	PRON
ajsts-4495	101	11	have	have	AUX
ajsts-4495	101	12	enabled	enable	VERB
ajsts-4495	101	13	more	more	ADJ
ajsts-4495	101	14	organizations	organization	NOUN
ajsts-4495	101	15	to	to	PART
ajsts-4495	101	16	implement	implement	VERB
ajsts-4495	101	17	ai	ai	NOUN
ajsts-4495	101	18	-	-	PUNCT
ajsts-4495	101	19	based	base	VERB
ajsts-4495	101	20	solutions	solution	NOUN
ajsts-4495	101	21	since	since	SCONJ
ajsts-4495	101	22	the	the	DET
ajsts-4495	101	23	services	service	NOUN
ajsts-4495	101	24	are	be	AUX
ajsts-4495	101	25	subscription	subscription	NOUN
ajsts-4495	101	26	based	base	VERB
ajsts-4495	101	27	thus	thus	ADV
ajsts-4495	101	28	not	not	PART
ajsts-4495	101	29	limiting	limit	VERB
ajsts-4495	101	30	the	the	DET
ajsts-4495	101	31	organizations	organization	NOUN
ajsts-4495	101	32	who	who	PRON
ajsts-4495	101	33	want	want	VERB
ajsts-4495	101	34	to	to	PART
ajsts-4495	101	35	adopt	adopt	VERB
ajsts-4495	101	36	based	base	VERB
ajsts-4495	101	37	on	on	ADP
ajsts-4495	101	38	affordability	affordability	NOUN
ajsts-4495	101	39	.	.	PUNCT
ajsts-4495	102	1	the	the	DET
ajsts-4495	102	2	major	major	ADJ
ajsts-4495	102	3	potential	potential	NOUN
ajsts-4495	102	4	of	of	ADP
ajsts-4495	102	5	cloud	cloud	NOUN
ajsts-4495	102	6	computing	computing	NOUN
ajsts-4495	102	7	is	be	AUX
ajsts-4495	102	8	that	that	SCONJ
ajsts-4495	102	9	businesses	business	NOUN
ajsts-4495	102	10	can	can	AUX
ajsts-4495	102	11	rely	rely	VERB
ajsts-4495	102	12	on	on	ADP
ajsts-4495	102	13	multiple	multiple	ADJ
ajsts-4495	102	14	services	service	NOUN
ajsts-4495	102	15	that	that	PRON
ajsts-4495	102	16	allow	allow	VERB
ajsts-4495	102	17	them	they	PRON
ajsts-4495	102	18	to	to	PART
ajsts-4495	102	19	store	store	NOUN
ajsts-4495	102	20	,	,	PUNCT
ajsts-4495	102	21	process	process	NOUN
ajsts-4495	102	22	and	and	CCONJ
ajsts-4495	102	23	use	use	VERB
ajsts-4495	102	24	ai	ai	NOUN
ajsts-4495	102	25	models	model	NOUN
ajsts-4495	102	26	and	and	CCONJ
ajsts-4495	102	27	tools	tool	NOUN
ajsts-4495	102	28	without	without	ADP
ajsts-4495	102	29	acquiring	acquire	VERB
ajsts-4495	102	30	costly	costly	ADJ
ajsts-4495	102	31	equipment	equipment	NOUN
ajsts-4495	102	32	.	.	PUNCT
ajsts-4495	103	1	this	this	PRON
ajsts-4495	103	2	has	have	AUX
ajsts-4495	103	3	made	make	VERB
ajsts-4495	103	4	it	it	PRON
ajsts-4495	103	5	easy	easy	ADJ
ajsts-4495	103	6	for	for	SCONJ
ajsts-4495	103	7	many	many	ADJ
ajsts-4495	103	8	sectors	sector	NOUN
ajsts-4495	103	9	to	to	PART
ajsts-4495	103	10	integrate	integrate	VERB
ajsts-4495	103	11	the	the	DET
ajsts-4495	103	12	use	use	NOUN
ajsts-4495	103	13	of	of	ADP
ajsts-4495	103	14	artificial	artificial	ADJ
ajsts-4495	103	15	intelligence	intelligence	NOUN
ajsts-4495	103	16	to	to	ADP
ajsts-4495	103	17	their	their	PRON
ajsts-4495	103	18	operations	operation	NOUN
ajsts-4495	103	19	,	,	PUNCT
ajsts-4495	103	20	especially	especially	ADV
ajsts-4495	103	21	smes	sme	NOUN
ajsts-4495	103	22	who	who	PRON
ajsts-4495	103	23	never	never	ADV
ajsts-4495	103	24	had	have	VERB
ajsts-4495	103	25	this	this	DET
ajsts-4495	103	26	advantage	advantage	NOUN
ajsts-4495	103	27	before	before	ADV
ajsts-4495	103	28	.	.	PUNCT
ajsts-4495	104	1	according	accord	VERB
ajsts-4495	104	2	to	to	ADP
ajsts-4495	104	3	current	current	ADJ
ajsts-4495	104	4	trends	trend	NOUN
ajsts-4495	104	5	in	in	ADP
ajsts-4495	104	6	the	the	DET
ajsts-4495	104	7	development	development	NOUN
ajsts-4495	104	8	of	of	ADP
ajsts-4495	104	9	ai	ai	ADJ
ajsts-4495	104	10	and	and	CCONJ
ajsts-4495	104	11	related	related	ADJ
ajsts-4495	104	12	technologies	technology	NOUN
ajsts-4495	104	13	,	,	PUNCT
ajsts-4495	104	14	businesses	business	NOUN
ajsts-4495	104	15	will	will	AUX
ajsts-4495	104	16	rely	rely	VERB
ajsts-4495	104	17	even	even	ADV
ajsts-4495	104	18	more	more	ADV
ajsts-4495	104	19	on	on	ADP
ajsts-4495	104	20	the	the	DET
ajsts-4495	104	21	use	use	NOUN
ajsts-4495	104	22	of	of	ADP
ajsts-4495	104	23	elements	element	NOUN
ajsts-4495	104	24	of	of	ADP
ajsts-4495	104	25	machine	machine	NOUN
ajsts-4495	104	26	learning	learn	VERB
ajsts-4495	104	27	to	to	PART
ajsts-4495	104	28	develop	develop	VERB
ajsts-4495	104	29	increased	increase	VERB
ajsts-4495	104	30	automation	automation	NOUN
ajsts-4495	104	31	of	of	ADP
ajsts-4495	104	32	business	business	NOUN
ajsts-4495	104	33	processes	process	NOUN
ajsts-4495	104	34	,	,	PUNCT
ajsts-4495	104	35	meaning	mean	VERB
ajsts-4495	104	36	the	the	DET
ajsts-4495	104	37	movement	movement	NOUN
ajsts-4495	104	38	towards	towards	ADP
ajsts-4495	104	39	future	future	ADJ
ajsts-4495	104	40	smarter	smart	ADJ
ajsts-4495	104	41	and	and	CCONJ
ajsts-4495	104	42	more	more	ADV
ajsts-4495	104	43	closed	closed	ADJ
ajsts-4495	104	44	business	business	NOUN
ajsts-4495	104	45	environments	environment	NOUN
ajsts-4495	104	46	will	will	AUX
ajsts-4495	104	47	continue	continue	VERB
ajsts-4495	104	48	.	.	PUNCT
ajsts-4495	105	1	impact	impact	NOUN
ajsts-4495	105	2	across	across	ADP
ajsts-4495	105	3	sectors	sector	NOUN
ajsts-4495	105	4	it	it	PRON
ajsts-4495	105	5	can	can	AUX
ajsts-4495	105	6	be	be	AUX
ajsts-4495	105	7	stated	state	VERB
ajsts-4495	105	8	that	that	SCONJ
ajsts-4495	105	9	the	the	DET
ajsts-4495	105	10	application	application	NOUN
ajsts-4495	105	11	of	of	ADP
ajsts-4495	105	12	automation	automation	NOUN
ajsts-4495	105	13	means	mean	VERB
ajsts-4495	105	14	based	base	VERB
ajsts-4495	105	15	on	on	ADP
ajsts-4495	105	16	artificial	artificial	ADJ
ajsts-4495	105	17	intelligence	intelligence	NOUN
ajsts-4495	105	18	in	in	ADP
ajsts-4495	105	19	the	the	DET
ajsts-4495	105	20	current	current	ADJ
ajsts-4495	105	21	business	business	NOUN
ajsts-4495	105	22	environment	environment	NOUN
ajsts-4495	105	23	is	be	AUX
ajsts-4495	105	24	becoming	become	VERB
ajsts-4495	105	25	increasingly	increasingly	ADV
ajsts-4495	105	26	popular	popular	ADJ
ajsts-4495	105	27	in	in	ADP
ajsts-4495	105	28	different	different	ADJ
ajsts-4495	105	29	spheres	sphere	NOUN
ajsts-4495	105	30	and	and	CCONJ
ajsts-4495	105	31	that	that	PRON
ajsts-4495	105	32	contributes	contribute	VERB
ajsts-4495	105	33	to	to	ADP
ajsts-4495	105	34	enhancing	enhance	VERB
ajsts-4495	105	35	results	result	NOUN
ajsts-4495	105	36	and	and	CCONJ
ajsts-4495	105	37	improving	improve	VERB
ajsts-4495	105	38	many	many	ADJ
ajsts-4495	105	39	aspects	aspect	NOUN
ajsts-4495	105	40	of	of	ADP
ajsts-4495	105	41	its	its	PRON
ajsts-4495	105	42	decision	decision	NOUN
ajsts-4495	105	43	-	-	PUNCT
ajsts-4495	105	44	making	make	VERB
ajsts-4495	105	45	processes	process	NOUN
ajsts-4495	105	46	.	.	PUNCT
ajsts-4495	106	1	in	in	ADP
ajsts-4495	106	2	manufacturing	manufacturing	NOUN
ajsts-4495	106	3	,	,	PUNCT
ajsts-4495	106	4	it	it	PRON
ajsts-4495	106	5	uses	use	VERB
ajsts-4495	106	6	artificial	artificial	ADJ
ajsts-4495	106	7	intelligence	intelligence	NOUN
ajsts-4495	106	8	in	in	ADP
ajsts-4495	106	9	the	the	DET
ajsts-4495	106	10	enhancement	enhancement	NOUN
ajsts-4495	106	11	of	of	ADP
ajsts-4495	106	12	such	such	ADJ
ajsts-4495	106	13	aspects	aspect	NOUN
ajsts-4495	106	14	like	like	ADP
ajsts-4495	106	15	the	the	DET
ajsts-4495	106	16	production	production	NOUN
ajsts-4495	106	17	line	line	NOUN
ajsts-4495	106	18	,	,	PUNCT
ajsts-4495	106	19	time	time	NOUN
ajsts-4495	106	20	needed	need	VERB
ajsts-4495	106	21	for	for	ADP
ajsts-4495	106	22	repairs	repair	NOUN
ajsts-4495	106	23	,	,	PUNCT
ajsts-4495	106	24	and	and	CCONJ
ajsts-4495	106	25	quality	quality	NOUN
ajsts-4495	106	26	of	of	ADP
ajsts-4495	106	27	the	the	DET
ajsts-4495	106	28	product	product	NOUN
ajsts-4495	106	29	through	through	ADP
ajsts-4495	106	30	the	the	DET
ajsts-4495	106	31	strategy	strategy	NOUN
ajsts-4495	106	32	of	of	ADP
ajsts-4495	106	33	coming	come	VERB
ajsts-4495	106	34	up	up	ADP
ajsts-4495	106	35	with	with	ADP
ajsts-4495	106	36	a	a	DET
ajsts-4495	106	37	predictive	predictive	ADJ
ajsts-4495	106	38	maintenance	maintenance	NOUN
ajsts-4495	106	39	and	and	CCONJ
ajsts-4495	106	40	online	online	ADJ
ajsts-4495	106	41	solutions	solution	NOUN
ajsts-4495	106	42	.	.	PUNCT
ajsts-4495	107	1	other	other	ADJ
ajsts-4495	107	2	areas	area	NOUN
ajsts-4495	107	3	where	where	SCONJ
ajsts-4495	107	4	ai	ai	VERB
ajsts-4495	107	5	is	be	AUX
ajsts-4495	107	6	beneficial	beneficial	ADJ
ajsts-4495	107	7	for	for	ADP
ajsts-4495	107	8	the	the	DET
ajsts-4495	107	9	business	business	NOUN
ajsts-4495	107	10	include	include	VERB
ajsts-4495	107	11	inventory	inventory	NOUN
ajsts-4495	107	12	handling	handling	NOUN
ajsts-4495	107	13	,	,	PUNCT
ajsts-4495	107	14	demand	demand	NOUN
ajsts-4495	107	15	estimation	estimation	NOUN
ajsts-4495	107	16	,	,	PUNCT
ajsts-4495	107	17	and	and	CCONJ
ajsts-4495	107	18	supply	supply	NOUN
ajsts-4495	107	19	chain	chain	NOUN
ajsts-4495	107	20	management	management	NOUN
ajsts-4495	107	21	through	through	ADP
ajsts-4495	107	22	predictive	predictive	ADJ
ajsts-4495	107	23	analysis	analysis	NOUN
ajsts-4495	107	24	of	of	ADP
ajsts-4495	107	25	big	big	ADJ
ajsts-4495	107	26	data	datum	NOUN
ajsts-4495	107	27	.	.	PUNCT
ajsts-4495	108	1	it	it	PRON
ajsts-4495	108	2	is	be	AUX
ajsts-4495	108	3	used	use	VERB
ajsts-4495	108	4	in	in	ADP
ajsts-4495	108	5	the	the	DET
ajsts-4495	108	6	diagnosis	diagnosis	NOUN
ajsts-4495	108	7	of	of	ADP
ajsts-4495	108	8	diseases	disease	NOUN
ajsts-4495	108	9	,	,	PUNCT
ajsts-4495	108	10	analysis	analysis	NOUN
ajsts-4495	108	11	of	of	ADP
ajsts-4495	108	12	medical	medical	ADJ
ajsts-4495	108	13	data	datum	NOUN
ajsts-4495	108	14	and	and	CCONJ
ajsts-4495	108	15	in	in	ADP
ajsts-4495	108	16	proffering	proffer	VERB
ajsts-4495	108	17	treatment	treatment	NOUN
ajsts-4495	108	18	to	to	ADP
ajsts-4495	108	19	patients	patient	NOUN
ajsts-4495	108	20	,	,	PUNCT
ajsts-4495	108	21	thus	thus	ADV
ajsts-4495	108	22	improving	improve	VERB
ajsts-4495	108	23	efficiency	efficiency	NOUN
ajsts-4495	108	24	and	and	CCONJ
ajsts-4495	108	25	speed	speed	NOUN
ajsts-4495	108	26	in	in	ADP
ajsts-4495	108	27	the	the	DET
ajsts-4495	108	28	delivery	delivery	NOUN
ajsts-4495	108	29	of	of	ADP
ajsts-4495	108	30	healthcare	healthcare	PROPN
ajsts-4495	108	31	services	service	NOUN
ajsts-4495	108	32	.	.	PUNCT
ajsts-4495	109	1	ai	ai	VERB
ajsts-4495	109	2	can	can	AUX
ajsts-4495	109	3	be	be	AUX
ajsts-4495	109	4	used	use	VERB
ajsts-4495	109	5	to	to	PART
ajsts-4495	109	6	provide	provide	VERB
ajsts-4495	109	7	an	an	DET
ajsts-4495	109	8	accurate	accurate	ADJ
ajsts-4495	109	9	prescription	prescription	NOUN
ajsts-4495	109	10	by	by	ADP
ajsts-4495	109	11	forecasting	forecast	VERB
ajsts-4495	109	12	the	the	DET
ajsts-4495	109	13	potential	potential	NOUN
ajsts-4495	109	14	of	of	ADP
ajsts-4495	109	15	different	different	ADJ
ajsts-4495	109	16	compounds	compound	NOUN
ajsts-4495	109	17	and	and	CCONJ
ajsts-4495	109	18	it	it	PRON
ajsts-4495	109	19	also	also	ADV
ajsts-4495	109	20	supports	support	VERB
ajsts-4495	109	21	the	the	DET
ajsts-4495	109	22	discovery	discovery	NOUN
ajsts-4495	109	23	of	of	ADP
ajsts-4495	109	24	medicine	medicine	NOUN
ajsts-4495	109	25	.	.	PUNCT
ajsts-4495	110	1	in	in	ADP
ajsts-4495	110	2	finance	finance	NOUN
ajsts-4495	110	3	,	,	PUNCT
ajsts-4495	110	4	ai	ai	VERB
ajsts-4495	110	5	performs	perform	NOUN
ajsts-4495	110	6	fraud	fraud	NOUN
ajsts-4495	110	7	detection	detection	NOUN
ajsts-4495	110	8	,	,	PUNCT
ajsts-4495	110	9	credit	credit	NOUN
ajsts-4495	110	10	scoring	scoring	NOUN
ajsts-4495	110	11	,	,	PUNCT
ajsts-4495	110	12	risk	risk	NOUN
ajsts-4495	110	13	management	management	NOUN
ajsts-4495	110	14	,	,	PUNCT
ajsts-4495	110	15	algorithm	algorithm	NOUN
ajsts-4495	110	16	trading	trading	NOUN
ajsts-4495	110	17	and	and	CCONJ
ajsts-4495	110	18	even	even	ADV
ajsts-4495	110	19	in	in	ADP
ajsts-4495	110	20	the	the	DET
ajsts-4495	110	21	prediction	prediction	NOUN
ajsts-4495	110	22	of	of	ADP
ajsts-4495	110	23	the	the	DET
ajsts-4495	110	24	financial	financial	ADJ
ajsts-4495	110	25	aspects	aspect	NOUN
ajsts-4495	110	26	effecting	effect	VERB
ajsts-4495	110	27	trading	trading	NOUN
ajsts-4495	110	28	as	as	ADV
ajsts-4495	110	29	well	well	ADV
ajsts-4495	110	30	.	.	PUNCT
ajsts-4495	111	1	real	real	ADJ
ajsts-4495	111	2	-	-	PUNCT
ajsts-4495	111	3	time	time	NOUN
ajsts-4495	111	4	data	datum	NOUN
ajsts-4495	111	5	also	also	ADV
ajsts-4495	111	6	aid	aid	VERB
ajsts-4495	111	7	in	in	ADP
ajsts-4495	111	8	decision	decision	NOUN
ajsts-4495	111	9	-	-	PUNCT
ajsts-4495	111	10	making	making	NOUN
ajsts-4495	111	11	depending	depend	VERB
ajsts-4495	111	12	on	on	ADP
ajsts-4495	111	13	the	the	DET
ajsts-4495	111	14	recommendation	recommendation	NOUN
ajsts-4495	111	15	by	by	ADP
ajsts-4495	111	16	the	the	DET
ajsts-4495	111	17	ai	ai	NOUN
ajsts-4495	111	18	to	to	ADP
ajsts-4495	111	19	the	the	DET
ajsts-4495	111	20	financial	financial	ADJ
ajsts-4495	111	21	institutions	institution	NOUN
ajsts-4495	111	22	involved	involve	VERB
ajsts-4495	111	23	.	.	PUNCT
ajsts-4495	112	1	in	in	ADP
ajsts-4495	112	2	retail	retail	ADJ
ajsts-4495	112	3	business	business	NOUN
ajsts-4495	112	4	and	and	CCONJ
ajsts-4495	112	5	its	its	PRON
ajsts-4495	112	6	digital	digital	ADJ
ajsts-4495	112	7	counterpart	counterpart	NOUN
ajsts-4495	112	8	,	,	PUNCT
ajsts-4495	112	9	e	e	NOUN
ajsts-4495	112	10	-	-	NOUN
ajsts-4495	112	11	tailing	tailing	NOUN
ajsts-4495	112	12	,	,	PUNCT
ajsts-4495	112	13	the	the	DET
ajsts-4495	112	14	application	application	NOUN
ajsts-4495	112	15	of	of	ADP
ajsts-4495	112	16	ai	ai	PROPN
ajsts-4495	112	17	fulfills	fulfill	VERB
ajsts-4495	112	18	the	the	DET
ajsts-4495	112	19	ingredient	ingredient	NOUN
ajsts-4495	112	20	personalization	personalization	NOUN
ajsts-4495	112	21	by	by	ADP
ajsts-4495	112	22	targeting	target	VERB
ajsts-4495	112	23	appropriate	appropriate	ADJ
ajsts-4495	112	24	inventories	inventory	NOUN
ajsts-4495	112	25	,	,	PUNCT
ajsts-4495	112	26	demand	demand	NOUN
ajsts-4495	112	27	,	,	PUNCT
ajsts-4495	112	28	and	and	CCONJ
ajsts-4495	112	29	correct	correct	ADJ
ajsts-4495	112	30	prices	price	NOUN
ajsts-4495	112	31	.	.	PUNCT
ajsts-4495	113	1	automation	automation	NOUN
ajsts-4495	113	2	of	of	ADP
ajsts-4495	113	3	customers	customer	NOUN
ajsts-4495	113	4	through	through	ADP
ajsts-4495	113	5	chatbots	chatbot	NOUN
ajsts-4495	113	6	and	and	CCONJ
ajsts-4495	113	7	the	the	DET
ajsts-4495	113	8	recommendation	recommendation	NOUN
ajsts-4495	113	9	system	system	NOUN
ajsts-4495	113	10	will	will	AUX
ajsts-4495	113	11	enhance	enhance	VERB
ajsts-4495	113	12	the	the	DET
ajsts-4495	113	13	experience	experience	NOUN
ajsts-4495	113	14	pa	pa	PROPN
ajsts-4495	113	15	ge	ge	PROPN
ajsts-4495	113	16	53	53	NUM
ajsts-4495	113	17	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	113	18	am	be	AUX
ajsts-4495	113	19	.	.	PUNCT
ajsts-4495	114	1	j.	j.	PROPN
ajsts-4495	114	2	smart	smart	PROPN
ajsts-4495	114	3	.	.	PUNCT
ajsts-4495	115	1	technol	technol	PROPN
ajsts-4495	115	2	.	.	PUNCT
ajsts-4495	115	3	solutions	solution	NOUN
ajsts-4495	115	4	4(1	4(1	NOUN
ajsts-4495	115	5	)	)	PUNCT
ajsts-4495	115	6	49	49	NUM
ajsts-4495	115	7	-	-	SYM
ajsts-4495	115	8	58	58	NUM
ajsts-4495	115	9	,	,	PUNCT
ajsts-4495	115	10	2025	2025	NUM
ajsts-4495	115	11	of	of	ADP
ajsts-4495	115	12	customers	customer	NOUN
ajsts-4495	115	13	.	.	PUNCT
ajsts-4495	116	1	in	in	ADP
ajsts-4495	116	2	customer	customer	NOUN
ajsts-4495	116	3	service	service	NOUN
ajsts-4495	116	4	,	,	PUNCT
ajsts-4495	116	5	chatbots	chatbot	NOUN
ajsts-4495	116	6	are	be	AUX
ajsts-4495	116	7	applied	apply	VERB
ajsts-4495	116	8	to	to	PART
ajsts-4495	116	9	answer	answer	VERB
ajsts-4495	116	10	the	the	DET
ajsts-4495	116	11	frequently	frequently	ADV
ajsts-4495	116	12	asked	ask	VERB
ajsts-4495	116	13	questions	question	NOUN
ajsts-4495	116	14	and	and	CCONJ
ajsts-4495	116	15	handle	handle	VERB
ajsts-4495	116	16	the	the	DET
ajsts-4495	116	17	complaints	complaint	NOUN
ajsts-4495	116	18	elegantly	elegantly	ADV
ajsts-4495	116	19	and	and	CCONJ
ajsts-4495	116	20	systematically	systematically	ADV
ajsts-4495	116	21	improving	improve	VERB
ajsts-4495	116	22	consumer	consumer	NOUN
ajsts-4495	116	23	satisfaction	satisfaction	NOUN
ajsts-4495	116	24	while	while	SCONJ
ajsts-4495	116	25	using	use	VERB
ajsts-4495	116	26	feedback	feedback	NOUN
ajsts-4495	116	27	analysis	analysis	NOUN
ajsts-4495	116	28	.	.	PUNCT
ajsts-4495	117	1	as	as	ADP
ajsts-4495	117	2	for	for	ADP
ajsts-4495	117	3	the	the	DET
ajsts-4495	117	4	human	human	ADJ
ajsts-4495	117	5	resources	resource	NOUN
ajsts-4495	117	6	,	,	PUNCT
ajsts-4495	117	7	ai	ai	VERB
ajsts-4495	117	8	is	be	AUX
ajsts-4495	117	9	increasingly	increasingly	ADV
ajsts-4495	117	10	being	be	AUX
ajsts-4495	117	11	applied	apply	VERB
ajsts-4495	117	12	in	in	ADP
ajsts-4495	117	13	recruitment	recruitment	NOUN
ajsts-4495	117	14	as	as	ADP
ajsts-4495	117	15	a	a	DET
ajsts-4495	117	16	process	process	NOUN
ajsts-4495	117	17	of	of	ADP
ajsts-4495	117	18	sorting	sort	VERB
ajsts-4495	117	19	and	and	CCONJ
ajsts-4495	117	20	analyzing	analyze	VERB
ajsts-4495	117	21	cvs	cvs	PROPN
ajsts-4495	117	22	,	,	PUNCT
ajsts-4495	117	23	candidates	candidate	NOUN
ajsts-4495	117	24	identification	identification	NOUN
ajsts-4495	117	25	and	and	CCONJ
ajsts-4495	117	26	performance	performance	NOUN
ajsts-4495	117	27	tracking	tracking	NOUN
ajsts-4495	117	28	.	.	PUNCT
ajsts-4495	118	1	it	it	PRON
ajsts-4495	118	2	also	also	ADV
ajsts-4495	118	3	enhances	enhance	VERB
ajsts-4495	118	4	employee	employee	NOUN
ajsts-4495	118	5	development	development	NOUN
ajsts-4495	118	6	through	through	ADP
ajsts-4495	118	7	providing	provide	VERB
ajsts-4495	118	8	training	training	NOUN
ajsts-4495	118	9	to	to	ADP
ajsts-4495	118	10	the	the	DET
ajsts-4495	118	11	employees	employee	NOUN
ajsts-4495	118	12	,	,	PUNCT
ajsts-4495	118	13	increasing	increase	VERB
ajsts-4495	118	14	engagement	engagement	NOUN
ajsts-4495	118	15	,	,	PUNCT
ajsts-4495	118	16	and	and	CCONJ
ajsts-4495	118	17	staff	staff	NOUN
ajsts-4495	118	18	retention	retention	NOUN
ajsts-4495	118	19	.	.	PUNCT
ajsts-4495	119	1	in	in	ADP
ajsts-4495	119	2	this	this	DET
ajsts-4495	119	3	case	case	NOUN
ajsts-4495	119	4	,	,	PUNCT
ajsts-4495	119	5	ai	ai	INTJ
ajsts-4495	119	6	has	have	AUX
ajsts-4495	119	7	had	have	VERB
ajsts-4495	119	8	an	an	DET
ajsts-4495	119	9	influence	influence	NOUN
ajsts-4495	119	10	on	on	ADP
ajsts-4495	119	11	industries	industry	NOUN
ajsts-4495	119	12	with	with	ADP
ajsts-4495	119	13	tremendous	tremendous	ADJ
ajsts-4495	119	14	growth	growth	NOUN
ajsts-4495	119	15	and	and	CCONJ
ajsts-4495	119	16	actual	actual	ADJ
ajsts-4495	119	17	cost	cost	NOUN
ajsts-4495	119	18	savings	saving	NOUN
ajsts-4495	119	19	as	as	ADV
ajsts-4495	119	20	well	well	ADV
ajsts-4495	119	21	as	as	ADP
ajsts-4495	119	22	proper	proper	ADJ
ajsts-4495	119	23	management	management	NOUN
ajsts-4495	119	24	of	of	ADP
ajsts-4495	119	25	business	business	NOUN
ajsts-4495	119	26	processes	process	NOUN
ajsts-4495	119	27	.	.	PUNCT
ajsts-4495	120	1	future	future	ADJ
ajsts-4495	120	2	implications	implication	NOUN
ajsts-4495	120	3	consequently	consequently	ADV
ajsts-4495	120	4	,	,	PUNCT
ajsts-4495	120	5	the	the	DET
ajsts-4495	120	6	future	future	ADJ
ajsts-4495	120	7	prospects	prospect	NOUN
ajsts-4495	120	8	of	of	ADP
ajsts-4495	120	9	automation	automation	NOUN
ajsts-4495	120	10	based	base	VERB
ajsts-4495	120	11	on	on	ADP
ajsts-4495	120	12	artificial	artificial	ADJ
ajsts-4495	120	13	intelligence	intelligence	NOUN
ajsts-4495	120	14	present	present	ADJ
ajsts-4495	120	15	profound	profound	ADJ
ajsts-4495	120	16	changes	change	NOUN
ajsts-4495	120	17	in	in	ADP
ajsts-4495	120	18	business	business	NOUN
ajsts-4495	120	19	,	,	PUNCT
ajsts-4495	120	20	industries	industry	NOUN
ajsts-4495	120	21	,	,	PUNCT
ajsts-4495	120	22	and	and	CCONJ
ajsts-4495	120	23	the	the	DET
ajsts-4495	120	24	society	society	NOUN
ajsts-4495	120	25	.	.	PUNCT
ajsts-4495	121	1	small	small	ADJ
ajsts-4495	121	2	and	and	CCONJ
ajsts-4495	121	3	mediumsized	mediumsized	ADJ
ajsts-4495	121	4	enterprises	enterprise	NOUN
ajsts-4495	121	5	(	(	PUNCT
ajsts-4495	121	6	smes	sme	NOUN
ajsts-4495	121	7	)	)	PUNCT
ajsts-4495	121	8	will	will	AUX
ajsts-4495	121	9	be	be	AUX
ajsts-4495	121	10	able	able	ADJ
ajsts-4495	121	11	to	to	PART
ajsts-4495	121	12	level	level	VERB
ajsts-4495	121	13	playing	playing	NOUN
ajsts-4495	121	14	field	field	NOUN
ajsts-4495	121	15	by	by	ADP
ajsts-4495	121	16	adopting	adopt	VERB
ajsts-4495	121	17	this	this	DET
ajsts-4495	121	18	artificial	artificial	ADJ
ajsts-4495	121	19	intelligence	intelligence	NOUN
ajsts-4495	121	20	tools	tool	NOUN
ajsts-4495	121	21	in	in	ADP
ajsts-4495	121	22	education	education	NOUN
ajsts-4495	121	23	,	,	PUNCT
ajsts-4495	121	24	agriculture	agriculture	NOUN
ajsts-4495	121	25	and	and	CCONJ
ajsts-4495	121	26	transportation	transportation	NOUN
ajsts-4495	121	27	,	,	PUNCT
ajsts-4495	121	28	and	and	CCONJ
ajsts-4495	121	29	so	so	ADV
ajsts-4495	121	30	on	on	ADP
ajsts-4495	121	31	sectors	sector	NOUN
ajsts-4495	121	32	.	.	PUNCT
ajsts-4495	122	1	these	these	DET
ajsts-4495	122	2	evolutions	evolution	NOUN
ajsts-4495	122	3	of	of	ADP
ajsts-4495	122	4	cognitive	cognitive	ADJ
ajsts-4495	122	5	automation	automation	NOUN
ajsts-4495	122	6	will	will	AUX
ajsts-4495	122	7	lead	lead	VERB
ajsts-4495	122	8	to	to	ADP
ajsts-4495	122	9	advanced	advanced	ADJ
ajsts-4495	122	10	levels	level	NOUN
ajsts-4495	122	11	of	of	ADP
ajsts-4495	122	12	sophisticated	sophisticated	ADJ
ajsts-4495	122	13	facilitation	facilitation	NOUN
ajsts-4495	122	14	of	of	ADP
ajsts-4495	122	15	ai	ai	NOUN
ajsts-4495	122	16	in	in	ADP
ajsts-4495	122	17	qualities	quality	NOUN
ajsts-4495	122	18	like	like	ADP
ajsts-4495	122	19	the	the	DET
ajsts-4495	122	20	strategic	strategic	ADJ
ajsts-4495	122	21	decision	decision	NOUN
ajsts-4495	122	22	making	making	NOUN
ajsts-4495	122	23	and	and	CCONJ
ajsts-4495	122	24	abstract	abstract	ADJ
ajsts-4495	122	25	problem	problem	NOUN
ajsts-4495	122	26	solving	solve	VERB
ajsts-4495	122	27	within	within	ADP
ajsts-4495	122	28	cognitive	cognitive	ADJ
ajsts-4495	122	29	zones	zone	NOUN
ajsts-4495	122	30	for	for	ADP
ajsts-4495	122	31	certain	certain	ADJ
ajsts-4495	122	32	systems	system	NOUN
ajsts-4495	122	33	and	and	CCONJ
ajsts-4495	122	34	industries	industry	NOUN
ajsts-4495	122	35	while	while	SCONJ
ajsts-4495	122	36	other	other	ADJ
ajsts-4495	122	37	forms	form	NOUN
ajsts-4495	122	38	of	of	ADP
ajsts-4495	122	39	autonomous	autonomous	ADJ
ajsts-4495	122	40	systems	system	NOUN
ajsts-4495	122	41	like	like	ADP
ajsts-4495	122	42	self	self	NOUN
ajsts-4495	122	43	driven	drive	VERB
ajsts-4495	122	44	cars	car	NOUN
ajsts-4495	122	45	will	will	AUX
ajsts-4495	122	46	disrupt	disrupt	VERB
ajsts-4495	122	47	industries	industry	NOUN
ajsts-4495	122	48	by	by	ADP
ajsts-4495	122	49	replacing	replace	VERB
ajsts-4495	122	50	man	man	NOUN
ajsts-4495	122	51	power	power	NOUN
ajsts-4495	122	52	and	and	CCONJ
ajsts-4495	122	53	optimizing	optimize	VERB
ajsts-4495	122	54	productivity	productivity	NOUN
ajsts-4495	122	55	.	.	PUNCT
ajsts-4495	123	1	it	it	PRON
ajsts-4495	123	2	will	will	AUX
ajsts-4495	123	3	also	also	ADV
ajsts-4495	123	4	improve	improve	VERB
ajsts-4495	123	5	decision	decision	NOUN
ajsts-4495	123	6	making	making	NOUN
ajsts-4495	123	7	since	since	SCONJ
ajsts-4495	123	8	ai	ai	NOUN
ajsts-4495	123	9	can	can	AUX
ajsts-4495	123	10	process	process	VERB
ajsts-4495	123	11	large	large	ADJ
ajsts-4495	123	12	amounts	amount	NOUN
ajsts-4495	123	13	of	of	ADP
ajsts-4495	123	14	data	datum	NOUN
ajsts-4495	123	15	at	at	ADP
ajsts-4495	123	16	once	once	ADV
ajsts-4495	123	17	and	and	CCONJ
ajsts-4495	123	18	offer	offer	VERB
ajsts-4495	123	19	data	datum	NOUN
ajsts-4495	123	20	support	support	NOUN
ajsts-4495	123	21	in	in	ADP
ajsts-4495	123	22	decision	decision	NOUN
ajsts-4495	123	23	-	-	PUNCT
ajsts-4495	123	24	making	making	NOUN
ajsts-4495	123	25	while	while	SCONJ
ajsts-4495	123	26	achieving	achieve	VERB
ajsts-4495	123	27	the	the	DET
ajsts-4495	123	28	high	high	ADJ
ajsts-4495	123	29	-	-	PUNCT
ajsts-4495	123	30	level	level	NOUN
ajsts-4495	123	31	strategic	strategic	ADJ
ajsts-4495	123	32	goals	goal	NOUN
ajsts-4495	123	33	automatically	automatically	ADV
ajsts-4495	123	34	.	.	PUNCT
ajsts-4495	124	1	however	however	ADV
ajsts-4495	124	2	,	,	PUNCT
ajsts-4495	124	3	with	with	ADP
ajsts-4495	124	4	the	the	DET
ajsts-4495	124	5	increased	increase	VERB
ajsts-4495	124	6	use	use	NOUN
ajsts-4495	124	7	of	of	ADP
ajsts-4495	124	8	ai	ai	NOUN
ajsts-4495	124	9	in	in	ADP
ajsts-4495	124	10	the	the	DET
ajsts-4495	124	11	workforce	workforce	NOUN
ajsts-4495	124	12	,	,	PUNCT
ajsts-4495	124	13	job	job	NOUN
ajsts-4495	124	14	removal	removal	NOUN
ajsts-4495	124	15	is	be	AUX
ajsts-4495	124	16	inevitable	inevitable	ADJ
ajsts-4495	124	17	,	,	PUNCT
ajsts-4495	124	18	but	but	CCONJ
ajsts-4495	124	19	new	new	ADJ
ajsts-4495	124	20	positions	position	NOUN
ajsts-4495	124	21	may	may	AUX
ajsts-4495	124	22	be	be	AUX
ajsts-4495	124	23	created	create	VERB
ajsts-4495	124	24	in	in	ADP
ajsts-4495	124	25	managing	manage	VERB
ajsts-4495	124	26	and	and	CCONJ
ajsts-4495	124	27	designing	designing	NOUN
ajsts-4495	124	28	ai	ai	PROPN
ajsts-4495	124	29	applications	application	NOUN
ajsts-4495	124	30	,	,	PUNCT
ajsts-4495	124	31	data	datum	NOUN
ajsts-4495	124	32	and	and	CCONJ
ajsts-4495	124	33	automation	automation	NOUN
ajsts-4495	124	34	,	,	PUNCT
ajsts-4495	124	35	meaning	mean	VERB
ajsts-4495	124	36	that	that	SCONJ
ajsts-4495	124	37	firms	firm	NOUN
ajsts-4495	124	38	may	may	AUX
ajsts-4495	124	39	have	have	VERB
ajsts-4495	124	40	to	to	PART
ajsts-4495	124	41	train	train	VERB
ajsts-4495	124	42	their	their	PRON
ajsts-4495	124	43	existing	exist	VERB
ajsts-4495	124	44	workers	worker	NOUN
ajsts-4495	124	45	in	in	ADP
ajsts-4495	124	46	new	new	ADJ
ajsts-4495	124	47	skills	skill	NOUN
ajsts-4495	124	48	.	.	PUNCT
ajsts-4495	125	1	some	some	PRON
ajsts-4495	125	2	of	of	ADP
ajsts-4495	125	3	the	the	DET
ajsts-4495	125	4	ethical	ethical	ADJ
ajsts-4495	125	5	issues	issue	NOUN
ajsts-4495	125	6	falling	fall	VERB
ajsts-4495	125	7	under	under	ADP
ajsts-4495	125	8	data	data	NOUN
ajsts-4495	125	9	privacy	privacy	NOUN
ajsts-4495	125	10	,	,	PUNCT
ajsts-4495	125	11	data	data	NOUN
ajsts-4495	125	12	bias	bias	NOUN
ajsts-4495	125	13	,	,	PUNCT
ajsts-4495	125	14	and	and	CCONJ
ajsts-4495	125	15	data	datum	NOUN
ajsts-4495	125	16	transparency	transparency	NOUN
ajsts-4495	125	17	are	be	AUX
ajsts-4495	125	18	that	that	SCONJ
ajsts-4495	125	19	businesses	business	NOUN
ajsts-4495	125	20	will	will	AUX
ajsts-4495	125	21	have	have	VERB
ajsts-4495	125	22	to	to	PART
ajsts-4495	125	23	put	put	VERB
ajsts-4495	125	24	up	up	ADP
ajsts-4495	125	25	guidelines	guideline	NOUN
ajsts-4495	125	26	into	into	ADP
ajsts-4495	125	27	achieving	achieve	VERB
ajsts-4495	125	28	ai	ai	VERB
ajsts-4495	125	29	ethical	ethical	ADJ
ajsts-4495	125	30	objectives	objective	NOUN
ajsts-4495	125	31	and	and	CCONJ
ajsts-4495	125	32	even	even	ADV
ajsts-4495	125	33	put	put	VERB
ajsts-4495	125	34	into	into	ADP
ajsts-4495	125	35	place	place	NOUN
ajsts-4495	125	36	protections	protection	NOUN
ajsts-4495	125	37	for	for	ADP
ajsts-4495	125	38	consumers	consumer	NOUN
ajsts-4495	125	39	and	and	CCONJ
ajsts-4495	125	40	corporate	corporate	ADJ
ajsts-4495	125	41	employees	employee	NOUN
ajsts-4495	125	42	.	.	PUNCT
ajsts-4495	126	1	it	it	PRON
ajsts-4495	126	2	shall	shall	AUX
ajsts-4495	126	3	also	also	ADV
ajsts-4495	126	4	have	have	VERB
ajsts-4495	126	5	a	a	DET
ajsts-4495	126	6	worldwide	worldwide	ADJ
ajsts-4495	126	7	impact	impact	NOUN
ajsts-4495	126	8	towards	towards	ADP
ajsts-4495	126	9	business	business	NOUN
ajsts-4495	126	10	with	with	ADP
ajsts-4495	126	11	bringing	bring	VERB
ajsts-4495	126	12	efficiency	efficiency	NOUN
ajsts-4495	126	13	to	to	ADP
ajsts-4495	126	14	supply	supply	NOUN
ajsts-4495	126	15	chains	chain	NOUN
ajsts-4495	126	16	,	,	PUNCT
ajsts-4495	126	17	trades	trade	NOUN
ajsts-4495	126	18	,	,	PUNCT
ajsts-4495	126	19	and	and	CCONJ
ajsts-4495	126	20	partnership	partnership	NOUN
ajsts-4495	126	21	,	,	PUNCT
ajsts-4495	126	22	as	as	ADV
ajsts-4495	126	23	well	well	ADV
ajsts-4495	126	24	as	as	ADP
ajsts-4495	126	25	help	help	VERB
ajsts-4495	126	26	new	new	ADJ
ajsts-4495	126	27	businesses	business	NOUN
ajsts-4495	126	28	in	in	ADP
ajsts-4495	126	29	emerging	emerge	VERB
ajsts-4495	126	30	markets	market	NOUN
ajsts-4495	126	31	to	to	PART
ajsts-4495	126	32	skip	skip	VERB
ajsts-4495	126	33	technologies	technology	NOUN
ajsts-4495	126	34	seen	see	VERB
ajsts-4495	126	35	in	in	ADP
ajsts-4495	126	36	developed	develop	VERB
ajsts-4495	126	37	economies	economy	NOUN
ajsts-4495	126	38	.	.	PUNCT
ajsts-4495	127	1	to	to	PART
ajsts-4495	127	2	effectively	effectively	ADV
ajsts-4495	127	3	place	place	VERB
ajsts-4495	127	4	this	this	PRON
ajsts-4495	127	5	as	as	ADP
ajsts-4495	127	6	a	a	DET
ajsts-4495	127	7	solution	solution	NOUN
ajsts-4495	127	8	and	and	CCONJ
ajsts-4495	127	9	an	an	DET
ajsts-4495	127	10	opportunity	opportunity	NOUN
ajsts-4495	127	11	,	,	PUNCT
ajsts-4495	127	12	ai	ai	AUX
ajsts-4495	127	13	combined	combine	VERB
ajsts-4495	127	14	with	with	ADP
ajsts-4495	127	15	blockchain	blockchain	PROPN
ajsts-4495	127	16	will	will	AUX
ajsts-4495	127	17	help	help	VERB
ajsts-4495	127	18	advance	advance	VERB
ajsts-4495	127	19	business	business	NOUN
ajsts-4495	127	20	in	in	ADP
ajsts-4495	127	21	a	a	DET
ajsts-4495	127	22	way	way	NOUN
ajsts-4495	127	23	that	that	PRON
ajsts-4495	127	24	different	different	ADJ
ajsts-4495	127	25	industries	industry	NOUN
ajsts-4495	127	26	,	,	PUNCT
ajsts-4495	127	27	especially	especially	ADV
ajsts-4495	127	28	finance	finance	NOUN
ajsts-4495	127	29	,	,	PUNCT
ajsts-4495	127	30	healthcare	healthcare	PROPN
ajsts-4495	127	31	,	,	PUNCT
ajsts-4495	127	32	and	and	CCONJ
ajsts-4495	127	33	supply	supply	NOUN
ajsts-4495	127	34	change	change	NOUN
ajsts-4495	127	35	will	will	AUX
ajsts-4495	127	36	benefit	benefit	VERB
ajsts-4495	127	37	.	.	PUNCT
ajsts-4495	128	1	the	the	DET
ajsts-4495	128	2	advancement	advancement	NOUN
ajsts-4495	128	3	is	be	AUX
ajsts-4495	128	4	in	in	ADP
ajsts-4495	128	5	consistantly	consistantly	ADV
ajsts-4495	128	6	progressing	progress	VERB
ajsts-4495	128	7	annually	annually	ADV
ajsts-4495	128	8	and	and	CCONJ
ajsts-4495	128	9	it	it	PRON
ajsts-4495	128	10	is	be	AUX
ajsts-4495	128	11	predicated	predicate	VERB
ajsts-4495	128	12	on	on	ADP
ajsts-4495	128	13	the	the	DET
ajsts-4495	128	14	capability	capability	NOUN
ajsts-4495	128	15	of	of	ADP
ajsts-4495	128	16	advanced	advanced	ADJ
ajsts-4495	128	17	automation	automation	NOUN
ajsts-4495	128	18	in	in	ADP
ajsts-4495	128	19	enhancing	enhance	VERB
ajsts-4495	128	20	innovation	innovation	NOUN
ajsts-4495	128	21	,	,	PUNCT
ajsts-4495	128	22	global	global	ADJ
ajsts-4495	128	23	operational	operational	ADJ
ajsts-4495	128	24	expertize	expertize	NOUN
ajsts-4495	128	25	and	and	CCONJ
ajsts-4495	128	26	changing	change	VERB
ajsts-4495	128	27	trends	trend	NOUN
ajsts-4495	128	28	in	in	ADP
ajsts-4495	128	29	various	various	ADJ
ajsts-4495	128	30	industries	industry	NOUN
ajsts-4495	128	31	.	.	PUNCT
ajsts-4495	129	1	many	many	ADJ
ajsts-4495	129	2	studies	study	NOUN
ajsts-4495	129	3	have	have	AUX
ajsts-4495	129	4	also	also	ADV
ajsts-4495	129	5	been	be	AUX
ajsts-4495	129	6	conducted	conduct	VERB
ajsts-4495	129	7	to	to	PART
ajsts-4495	129	8	establish	establish	VERB
ajsts-4495	129	9	how	how	SCONJ
ajsts-4495	129	10	advances	advance	NOUN
ajsts-4495	129	11	in	in	ADP
ajsts-4495	129	12	artificial	artificial	ADJ
ajsts-4495	129	13	intelligence	intelligence	NOUN
ajsts-4495	129	14	technologies	technology	NOUN
ajsts-4495	129	15	are	be	AUX
ajsts-4495	129	16	likely	likely	ADJ
ajsts-4495	129	17	to	to	PART
ajsts-4495	129	18	affect	affect	VERB
ajsts-4495	129	19	different	different	ADJ
ajsts-4495	129	20	industries	industry	NOUN
ajsts-4495	129	21	.	.	PUNCT
ajsts-4495	130	1	the	the	DET
ajsts-4495	130	2	article	article	NOUN
ajsts-4495	130	3	of	of	ADP
ajsts-4495	130	4	chui	chui	PROPN
ajsts-4495	130	5	et	et	PROPN
ajsts-4495	130	6	al	al	PROPN
ajsts-4495	130	7	.	.	PROPN
ajsts-4495	131	1	(	(	PUNCT
ajsts-4495	131	2	2018	2018	NUM
ajsts-4495	131	3	)	)	PUNCT
ajsts-4495	131	4	detailed	detailed	ADJ
ajsts-4495	131	5	effects	effect	NOUN
ajsts-4495	131	6	of	of	ADP
ajsts-4495	131	7	ai	ai	NOUN
ajsts-4495	131	8	in	in	ADP
ajsts-4495	131	9	businesses	business	NOUN
ajsts-4495	131	10	;	;	PUNCT
ajsts-4495	131	11	one	one	NUM
ajsts-4495	131	12	of	of	ADP
ajsts-4495	131	13	which	which	PRON
ajsts-4495	131	14	is	be	AUX
ajsts-4495	131	15	automation	automation	NOUN
ajsts-4495	131	16	which	which	PRON
ajsts-4495	131	17	optimizes	optimize	VERB
ajsts-4495	131	18	business	business	NOUN
ajsts-4495	131	19	functions	function	NOUN
ajsts-4495	131	20	and	and	CCONJ
ajsts-4495	131	21	allows	allow	VERB
ajsts-4495	131	22	organizations	organization	NOUN
ajsts-4495	131	23	to	to	PART
ajsts-4495	131	24	expand	expand	VERB
ajsts-4495	131	25	their	their	PRON
ajsts-4495	131	26	business	business	NOUN
ajsts-4495	131	27	without	without	ADP
ajsts-4495	131	28	necessarily	necessarily	ADV
ajsts-4495	131	29	hiring	hire	VERB
ajsts-4495	131	30	new	new	ADJ
ajsts-4495	131	31	employees	employee	NOUN
ajsts-4495	131	32	.	.	PUNCT
ajsts-4495	132	1	this	this	PRON
ajsts-4495	132	2	proved	prove	VERB
ajsts-4495	132	3	that	that	SCONJ
ajsts-4495	132	4	businesses	business	NOUN
ajsts-4495	132	5	using	use	VERB
ajsts-4495	132	6	ai	ai	NOUN
ajsts-4495	132	7	can	can	AUX
ajsts-4495	132	8	enhance	enhance	VERB
ajsts-4495	132	9	customer	customer	NOUN
ajsts-4495	132	10	relations	relation	NOUN
ajsts-4495	132	11	,	,	PUNCT
ajsts-4495	132	12	lower	lower	VERB
ajsts-4495	132	13	the	the	DET
ajsts-4495	132	14	costs	cost	NOUN
ajsts-4495	132	15	of	of	ADP
ajsts-4495	132	16	operations	operation	NOUN
ajsts-4495	132	17	and	and	CCONJ
ajsts-4495	132	18	make	make	VERB
ajsts-4495	132	19	better	well	ADJ
ajsts-4495	132	20	decisions	decision	NOUN
ajsts-4495	132	21	as	as	ADP
ajsts-4495	132	22	the	the	DET
ajsts-4495	132	23	existence	existence	NOUN
ajsts-4495	132	24	of	of	ADP
ajsts-4495	132	25	the	the	DET
ajsts-4495	132	26	ai	ai	NOUN
ajsts-4495	132	27	enables	enable	NOUN
ajsts-4495	132	28	faster	fast	ADV
ajsts-4495	132	29	and	and	CCONJ
ajsts-4495	132	30	more	more	ADV
ajsts-4495	132	31	accurate	accurate	ADJ
ajsts-4495	132	32	results	result	NOUN
ajsts-4495	132	33	than	than	ADP
ajsts-4495	132	34	conventional	conventional	ADJ
ajsts-4495	132	35	methods	method	NOUN
ajsts-4495	132	36	.	.	PUNCT
ajsts-4495	133	1	westerman	westerman	PROPN
ajsts-4495	133	2	et	et	PROPN
ajsts-4495	133	3	al	al	PROPN
ajsts-4495	133	4	.	.	PROPN
ajsts-4495	133	5	(	(	PUNCT
ajsts-4495	133	6	2011	2011	NUM
ajsts-4495	133	7	)	)	PUNCT
ajsts-4495	133	8	was	be	AUX
ajsts-4495	133	9	a	a	DET
ajsts-4495	133	10	work	work	NOUN
ajsts-4495	133	11	that	that	PRON
ajsts-4495	133	12	has	have	AUX
ajsts-4495	133	13	tried	try	VERB
ajsts-4495	133	14	to	to	PART
ajsts-4495	133	15	address	address	VERB
ajsts-4495	133	16	technology	technology	NOUN
ajsts-4495	133	17	in	in	ADP
ajsts-4495	133	18	health	health	NOUN
ajsts-4495	133	19	care	care	NOUN
ajsts-4495	133	20	,	,	PUNCT
ajsts-4495	133	21	whereby	whereby	SCONJ
ajsts-4495	133	22	health	health	NOUN
ajsts-4495	133	23	care	care	NOUN
ajsts-4495	133	24	systems	system	NOUN
ajsts-4495	133	25	that	that	PRON
ajsts-4495	133	26	involve	involve	VERB
ajsts-4495	133	27	artificial	artificial	ADJ
ajsts-4495	133	28	intelligence	intelligence	NOUN
ajsts-4495	133	29	in	in	ADP
ajsts-4495	133	30	diagnosing	diagnose	VERB
ajsts-4495	133	31	diseases	disease	NOUN
ajsts-4495	133	32	,	,	PUNCT
ajsts-4495	133	33	analyzing	analyze	VERB
ajsts-4495	133	34	patients	patient	NOUN
ajsts-4495	133	35	’	'	PUNCT
ajsts-4495	133	36	data	datum	NOUN
ajsts-4495	133	37	,	,	PUNCT
ajsts-4495	133	38	and	and	CCONJ
ajsts-4495	133	39	even	even	ADV
ajsts-4495	133	40	suggest	suggest	VERB
ajsts-4495	133	41	treatment	treatment	NOUN
ajsts-4495	133	42	.	.	PUNCT
ajsts-4495	134	1	the	the	DET
ajsts-4495	134	2	study	study	NOUN
ajsts-4495	134	3	revealed	reveal	VERB
ajsts-4495	134	4	that	that	SCONJ
ajsts-4495	134	5	,	,	PUNCT
ajsts-4495	134	6	through	through	ADP
ajsts-4495	134	7	analyzing	analyze	VERB
ajsts-4495	134	8	large	large	ADJ
ajsts-4495	134	9	datasets	dataset	NOUN
ajsts-4495	134	10	and	and	CCONJ
ajsts-4495	134	11	being	be	AUX
ajsts-4495	134	12	able	able	ADJ
ajsts-4495	134	13	to	to	PART
ajsts-4495	134	14	make	make	VERB
ajsts-4495	134	15	decisions	decision	NOUN
ajsts-4495	134	16	in	in	ADP
ajsts-4495	134	17	real	real	ADJ
ajsts-4495	134	18	time	time	NOUN
ajsts-4495	134	19	,	,	PUNCT
ajsts-4495	134	20	the	the	DET
ajsts-4495	134	21	overall	overall	ADJ
ajsts-4495	134	22	patient	patient	ADJ
ajsts-4495	134	23	care	care	NOUN
ajsts-4495	134	24	and	and	CCONJ
ajsts-4495	134	25	satisfaction	satisfaction	NOUN
ajsts-4495	134	26	,	,	PUNCT
ajsts-4495	134	27	in	in	ADP
ajsts-4495	134	28	conjunction	conjunction	NOUN
ajsts-4495	134	29	with	with	ADP
ajsts-4495	134	30	cutting	cut	VERB
ajsts-4495	134	31	health	health	NOUN
ajsts-4495	134	32	care	care	NOUN
ajsts-4495	134	33	costs	cost	NOUN
ajsts-4495	134	34	,	,	PUNCT
ajsts-4495	134	35	had	have	AUX
ajsts-4495	134	36	been	be	AUX
ajsts-4495	134	37	impacted	impact	VERB
ajsts-4495	134	38	positively	positively	ADV
ajsts-4495	134	39	by	by	ADP
ajsts-4495	134	40	the	the	DET
ajsts-4495	134	41	use	use	NOUN
ajsts-4495	134	42	of	of	ADP
ajsts-4495	134	43	ai	ai	NOUN
ajsts-4495	134	44	.	.	PUNCT
ajsts-4495	134	45	similarly	similarly	ADV
ajsts-4495	134	46	,	,	PUNCT
ajsts-4495	134	47	choi	choi	PROPN
ajsts-4495	134	48	et	et	PROPN
ajsts-4495	134	49	al	al	PROPN
ajsts-4495	134	50	.	.	PROPN
ajsts-4495	135	1	(	(	PUNCT
ajsts-4495	135	2	2018	2018	NUM
ajsts-4495	135	3	)	)	PUNCT
ajsts-4495	135	4	pointed	point	VERB
ajsts-4495	135	5	out	out	ADP
ajsts-4495	135	6	that	that	SCONJ
ajsts-4495	135	7	ai	ai	VERB
ajsts-4495	135	8	is	be	AUX
ajsts-4495	135	9	becoming	become	VERB
ajsts-4495	135	10	more	more	ADV
ajsts-4495	135	11	prevalent	prevalent	ADJ
ajsts-4495	135	12	in	in	ADP
ajsts-4495	135	13	becoming	become	VERB
ajsts-4495	135	14	an	an	DET
ajsts-4495	135	15	essential	essential	ADJ
ajsts-4495	135	16	element	element	NOUN
ajsts-4495	135	17	of	of	ADP
ajsts-4495	135	18	supply	supply	NOUN
ajsts-4495	135	19	chain	chain	NOUN
ajsts-4495	135	20	management	management	NOUN
ajsts-4495	135	21	as	as	ADP
ajsts-4495	135	22	machine	machine	NOUN
ajsts-4495	135	23	learning	learn	VERB
ajsts-4495	135	24	algorithms	algorithm	NOUN
ajsts-4495	135	25	to	to	PART
ajsts-4495	135	26	predict	predict	VERB
ajsts-4495	135	27	the	the	DET
ajsts-4495	135	28	changes	change	NOUN
ajsts-4495	135	29	in	in	ADP
ajsts-4495	135	30	demand	demand	NOUN
ajsts-4495	135	31	,	,	PUNCT
ajsts-4495	135	32	inventory	inventory	NOUN
ajsts-4495	135	33	control	control	NOUN
ajsts-4495	135	34	,	,	PUNCT
ajsts-4495	135	35	and	and	CCONJ
ajsts-4495	135	36	logistics	logistic	NOUN
ajsts-4495	135	37	solutions	solution	NOUN
ajsts-4495	135	38	.	.	PUNCT
ajsts-4495	136	1	other	other	ADJ
ajsts-4495	136	2	studies	study	NOUN
ajsts-4495	136	3	,	,	PUNCT
ajsts-4495	136	4	like	like	ADP
ajsts-4495	136	5	by	by	ADP
ajsts-4495	136	6	huang	huang	PROPN
ajsts-4495	136	7	&	&	CCONJ
ajsts-4495	136	8	rust	rust	PROPN
ajsts-4495	136	9	(	(	PUNCT
ajsts-4495	136	10	2021	2021	NUM
ajsts-4495	136	11	)	)	PUNCT
ajsts-4495	136	12	,	,	PUNCT
ajsts-4495	136	13	which	which	PRON
ajsts-4495	136	14	have	have	AUX
ajsts-4495	136	15	noted	note	VERB
ajsts-4495	136	16	that	that	SCONJ
ajsts-4495	136	17	with	with	ADP
ajsts-4495	136	18	the	the	DET
ajsts-4495	136	19	help	help	NOUN
ajsts-4495	136	20	of	of	ADP
ajsts-4495	136	21	an	an	DET
ajsts-4495	136	22	ai	ai	NOUN
ajsts-4495	136	23	agent	agent	NOUN
ajsts-4495	136	24	and	and	CCONJ
ajsts-4495	136	25	chatbots	chatbot	NOUN
ajsts-4495	136	26	as	as	ADV
ajsts-4495	136	27	well	well	ADV
ajsts-4495	136	28	as	as	ADP
ajsts-4495	136	29	virtual	virtual	ADJ
ajsts-4495	136	30	assistants	assistant	NOUN
ajsts-4495	136	31	,	,	PUNCT
ajsts-4495	136	32	customer	customer	NOUN
ajsts-4495	136	33	contacts	contact	NOUN
ajsts-4495	136	34	have	have	AUX
ajsts-4495	136	35	been	be	AUX
ajsts-4495	136	36	removed	remove	VERB
ajsts-4495	136	37	due	due	ADP
ajsts-4495	136	38	to	to	ADP
ajsts-4495	136	39	their	their	PRON
ajsts-4495	136	40	fast	fast	ADJ
ajsts-4495	136	41	response	response	NOUN
ajsts-4495	136	42	and	and	CCONJ
ajsts-4495	136	43	personal	personal	ADJ
ajsts-4495	136	44	approach	approach	NOUN
ajsts-4495	136	45	.	.	PUNCT
ajsts-4495	137	1	these	these	DET
ajsts-4495	137	2	changes	change	NOUN
ajsts-4495	137	3	are	be	AUX
ajsts-4495	137	4	not	not	PART
ajsts-4495	137	5	only	only	ADV
ajsts-4495	137	6	beneficial	beneficial	ADJ
ajsts-4495	137	7	to	to	ADP
ajsts-4495	137	8	the	the	DET
ajsts-4495	137	9	customers	customer	NOUN
ajsts-4495	137	10	but	but	CCONJ
ajsts-4495	137	11	also	also	ADV
ajsts-4495	137	12	assist	assist	VERB
ajsts-4495	137	13	the	the	DET
ajsts-4495	137	14	business	business	NOUN
ajsts-4495	137	15	in	in	ADP
ajsts-4495	137	16	decreasing	decrease	VERB
ajsts-4495	137	17	operational	operational	ADJ
ajsts-4495	137	18	cost	cost	NOUN
ajsts-4495	137	19	through	through	ADP
ajsts-4495	137	20	the	the	DET
ajsts-4495	137	21	use	use	NOUN
ajsts-4495	137	22	of	of	ADP
ajsts-4495	137	23	the	the	DET
ajsts-4495	137	24	ai	ai	ADJ
ajsts-4495	137	25	tools	tool	NOUN
ajsts-4495	137	26	in	in	ADP
ajsts-4495	137	27	handling	handle	VERB
ajsts-4495	137	28	support	support	NOUN
ajsts-4495	137	29	operations	operation	NOUN
ajsts-4495	137	30	.	.	PUNCT
ajsts-4495	138	1	according	accord	VERB
ajsts-4495	138	2	to	to	ADP
ajsts-4495	138	3	armenta	armenta	PROPN
ajsts-4495	138	4	(	(	PUNCT
ajsts-4495	138	5	2019	2019	NUM
ajsts-4495	138	6	)	)	PUNCT
ajsts-4495	138	7	,	,	PUNCT
ajsts-4495	138	8	there	there	PRON
ajsts-4495	138	9	are	be	VERB
ajsts-4495	138	10	several	several	ADJ
ajsts-4495	138	11	adopted	adopt	VERB
ajsts-4495	138	12	ai	ai	VERB
ajsts-4495	138	13	applications	application	NOUN
ajsts-4495	138	14	in	in	ADP
ajsts-4495	138	15	the	the	DET
ajsts-4495	138	16	hr	hr	NOUN
ajsts-4495	138	17	area	area	NOUN
ajsts-4495	138	18	,	,	PUNCT
ajsts-4495	138	19	such	such	ADJ
ajsts-4495	138	20	as	as	ADP
ajsts-4495	138	21	recruitment	recruitment	NOUN
ajsts-4495	138	22	,	,	PUNCT
ajsts-4495	138	23	performance	performance	NOUN
ajsts-4495	138	24	evaluation	evaluation	NOUN
ajsts-4495	138	25	,	,	PUNCT
ajsts-4495	138	26	and	and	CCONJ
ajsts-4495	138	27	talent	talent	NOUN
ajsts-4495	138	28	management	management	NOUN
ajsts-4495	138	29	to	to	PART
ajsts-4495	138	30	summarise	summarise	VERB
ajsts-4495	138	31	,	,	PUNCT
ajsts-4495	138	32	ai	ai	VERB
ajsts-4495	138	33	in	in	ADP
ajsts-4495	138	34	the	the	DET
ajsts-4495	138	35	hr	hr	NOUN
ajsts-4495	138	36	area	area	NOUN
ajsts-4495	138	37	can	can	AUX
ajsts-4495	138	38	help	help	VERB
ajsts-4495	138	39	in	in	ADP
ajsts-4495	138	40	hiring	hire	VERB
ajsts-4495	138	41	processes	process	NOUN
ajsts-4495	138	42	and	and	CCONJ
ajsts-4495	138	43	employee	employee	NOUN
ajsts-4495	138	44	performance	performance	NOUN
ajsts-4495	138	45	management	management	NOUN
ajsts-4495	138	46	to	to	PART
ajsts-4495	138	47	predict	predict	VERB
ajsts-4495	138	48	performance	performance	NOUN
ajsts-4495	138	49	and	and	CCONJ
ajsts-4495	138	50	match	match	VERB
ajsts-4495	138	51	human	human	ADJ
ajsts-4495	138	52	traits	trait	NOUN
ajsts-4495	138	53	from	from	ADP
ajsts-4495	138	54	the	the	DET
ajsts-4495	138	55	big	big	ADJ
ajsts-4495	138	56	data	datum	NOUN
ajsts-4495	138	57	collected	collect	VERB
ajsts-4495	138	58	.	.	PUNCT
ajsts-4495	139	1	materials	material	NOUN
ajsts-4495	139	2	and	and	CCONJ
ajsts-4495	139	3	methods	method	NOUN
ajsts-4495	139	4	data	datum	NOUN
ajsts-4495	139	5	collection	collection	NOUN
ajsts-4495	139	6	the	the	DET
ajsts-4495	139	7	dataset	dataset	NOUN
ajsts-4495	139	8	is	be	AUX
ajsts-4495	139	9	collected	collect	VERB
ajsts-4495	139	10	at	at	ADP
ajsts-4495	139	11	the	the	DET
ajsts-4495	139	12	national	national	PROPN
ajsts-4495	139	13	institute	institute	PROPN
ajsts-4495	139	14	of	of	ADP
ajsts-4495	139	15	standards	standard	NOUN
ajsts-4495	139	16	and	and	CCONJ
ajsts-4495	139	17	technology	technology	NOUN
ajsts-4495	139	18	(	(	PUNCT
ajsts-4495	139	19	nist	nist	NOUN
ajsts-4495	139	20	)	)	PUNCT
ajsts-4495	139	21	where	where	SCONJ
ajsts-4495	139	22	the	the	DET
ajsts-4495	139	23	two	two	NUM
ajsts-4495	139	24	robot	robot	NOUN
ajsts-4495	139	25	workcell	workcell	NOUN
ajsts-4495	139	26	is	be	AUX
ajsts-4495	139	27	employed	employ	VERB
ajsts-4495	139	28	in	in	ADP
ajsts-4495	139	29	a	a	DET
ajsts-4495	139	30	manufacturing	manufacturing	NOUN
ajsts-4495	139	31	setting	setting	NOUN
ajsts-4495	139	32	and	and	CCONJ
ajsts-4495	139	33	the	the	DET
ajsts-4495	139	34	data	datum	NOUN
ajsts-4495	139	35	includes	include	VERB
ajsts-4495	139	36	process	process	NOUN
ajsts-4495	139	37	and	and	CCONJ
ajsts-4495	139	38	robot	robot	NOUN
ajsts-4495	139	39	performance	performance	NOUN
ajsts-4495	139	40	details	detail	NOUN
ajsts-4495	139	41	.	.	PUNCT
ajsts-4495	140	1	a	a	DET
ajsts-4495	140	2	6	6	NUM
ajsts-4495	140	3	-	-	PUNCT
ajsts-4495	140	4	dof	dof	NOUN
ajsts-4495	140	5	for	for	ADP
ajsts-4495	140	6	material	material	NOUN
ajsts-4495	140	7	handling	handling	NOUN
ajsts-4495	140	8	(	(	PUNCT
ajsts-4495	140	9	robot	robot	NOUN
ajsts-4495	140	10	1	1	NUM
ajsts-4495	140	11	)	)	PUNCT
ajsts-4495	140	12	and	and	CCONJ
ajsts-4495	140	13	for	for	ADP
ajsts-4495	140	14	precise	precise	ADJ
ajsts-4495	140	15	operations	operation	NOUN
ajsts-4495	140	16	a	a	DET
ajsts-4495	140	17	6	6	NUM
ajsts-4495	140	18	-	-	PUNCT
ajsts-4495	140	19	dof	dof	ADJ
ajsts-4495	140	20	secondary	secondary	ADJ
ajsts-4495	140	21	robot	robot	NOUN
ajsts-4495	140	22	(	(	PUNCT
ajsts-4495	140	23	robot	robot	NOUN
ajsts-4495	140	24	2	2	NUM
ajsts-4495	140	25	)	)	PUNCT
ajsts-4495	140	26	is	be	AUX
ajsts-4495	140	27	used	use	VERB
ajsts-4495	140	28	as	as	ADP
ajsts-4495	140	29	part	part	NOUN
ajsts-4495	140	30	of	of	ADP
ajsts-4495	140	31	the	the	DET
ajsts-4495	140	32	workcell	workcell	NOUN
ajsts-4495	140	33	.	.	PUNCT
ajsts-4495	141	1	these	these	DET
ajsts-4495	141	2	data	datum	NOUN
ajsts-4495	141	3	include	include	VERB
ajsts-4495	141	4	joint	joint	ADJ
ajsts-4495	141	5	positions	position	NOUN
ajsts-4495	141	6	from	from	ADP
ajsts-4495	141	7	j1_qactual	j1_qactual	ADJ
ajsts-4495	141	8	to	to	ADP
ajsts-4495	141	9	j6_qactual	j6_qactual	ADJ
ajsts-4495	141	10	and	and	CCONJ
ajsts-4495	141	11	joint	joint	ADJ
ajsts-4495	141	12	velocities	velocity	NOUN
ajsts-4495	141	13	from	from	ADP
ajsts-4495	141	14	j1	j1	PROPN
ajsts-4495	141	15	_	_	PUNCT
ajsts-4495	141	16	qdactual	qdactual	ADJ
ajsts-4495	141	17	to	to	AUX
ajsts-4495	141	18	j6_qdactual	j6_qdactual	ADJ
ajsts-4495	141	19	and	and	CCONJ
ajsts-4495	141	20	these	these	PRON
ajsts-4495	141	21	are	be	AUX
ajsts-4495	141	22	the	the	DET
ajsts-4495	141	23	movements	movement	NOUN
ajsts-4495	141	24	of	of	ADP
ajsts-4495	141	25	the	the	DET
ajsts-4495	141	26	different	different	ADJ
ajsts-4495	141	27	robots	robot	NOUN
ajsts-4495	141	28	recorded	record	VERB
ajsts-4495	141	29	at	at	ADP
ajsts-4495	141	30	different	different	ADJ
ajsts-4495	141	31	time	time	NOUN
ajsts-4495	141	32	instances	instance	NOUN
ajsts-4495	141	33	.	.	PUNCT
ajsts-4495	142	1	besides	besides	SCONJ
ajsts-4495	142	2	,	,	PUNCT
ajsts-4495	142	3	both	both	PRON
ajsts-4495	142	4	plctime	plctime	NOUN
ajsts-4495	142	5	and	and	CCONJ
ajsts-4495	142	6	robottime	robottime	NOUN
ajsts-4495	142	7	are	be	AUX
ajsts-4495	142	8	used	use	VERB
ajsts-4495	142	9	for	for	ADP
ajsts-4495	142	10	timestamps	timestamp	NOUN
ajsts-4495	142	11	of	of	ADP
ajsts-4495	142	12	events	event	NOUN
ajsts-4495	142	13	and	and	CCONJ
ajsts-4495	142	14	the	the	DET
ajsts-4495	142	15	corresponding	corresponding	ADJ
ajsts-4495	142	16	events	event	NOUN
ajsts-4495	142	17	of	of	ADP
ajsts-4495	142	18	the	the	DET
ajsts-4495	142	19	manufacturing	manufacturing	NOUN
ajsts-4495	142	20	process	process	NOUN
ajsts-4495	142	21	need	need	VERB
ajsts-4495	142	22	to	to	PART
ajsts-4495	142	23	be	be	AUX
ajsts-4495	142	24	synchronized	synchronize	VERB
ajsts-4495	142	25	with	with	ADP
ajsts-4495	142	26	robotic	robotic	ADJ
ajsts-4495	142	27	and	and	CCONJ
ajsts-4495	142	28	process	process	NOUN
ajsts-4495	142	29	level	level	NOUN
ajsts-4495	142	30	events	event	NOUN
ajsts-4495	142	31	.	.	PUNCT
ajsts-4495	143	1	the	the	DET
ajsts-4495	143	2	toolx	toolx	NOUN
ajsts-4495	143	3	or	or	CCONJ
ajsts-4495	143	4	tooly	tooly	ADJ
ajsts-4495	143	5	or	or	CCONJ
ajsts-4495	143	6	toolz	toolz	NOUN
ajsts-4495	143	7	is	be	AUX
ajsts-4495	143	8	the	the	DET
ajsts-4495	143	9	data	datum	NOUN
ajsts-4495	143	10	to	to	PART
ajsts-4495	143	11	locate	locate	VERB
ajsts-4495	143	12	the	the	DET
ajsts-4495	143	13	robot	robot	NOUN
ajsts-4495	143	14	’s	’s	PART
ajsts-4495	143	15	operation	operation	NOUN
ajsts-4495	143	16	tool	tool	NOUN
ajsts-4495	143	17	in	in	ADP
ajsts-4495	143	18	workspace	workspace	NOUN
ajsts-4495	143	19	which	which	PRON
ajsts-4495	143	20	provides	provide	VERB
ajsts-4495	143	21	control	control	NOUN
ajsts-4495	143	22	to	to	PART
ajsts-4495	143	23	know	know	VERB
ajsts-4495	143	24	the	the	DET
ajsts-4495	143	25	precise	precise	ADJ
ajsts-4495	143	26	working	working	NOUN
ajsts-4495	143	27	degree	degree	NOUN
ajsts-4495	143	28	.	.	PUNCT
ajsts-4495	144	1	other	other	ADJ
ajsts-4495	144	2	process	process	NOUN
ajsts-4495	144	3	data	datum	NOUN
ajsts-4495	144	4	that	that	PRON
ajsts-4495	144	5	are	be	AUX
ajsts-4495	144	6	captured	capture	VERB
ajsts-4495	144	7	is	be	AUX
ajsts-4495	144	8	task	task	NOUN
ajsts-4495	144	9	information	information	NOUN
ajsts-4495	144	10	where	where	SCONJ
ajsts-4495	144	11	one	one	NUM
ajsts-4495	144	12	of	of	ADP
ajsts-4495	144	13	them	they	PRON
ajsts-4495	144	14	is	be	AUX
ajsts-4495	144	15	the	the	DET
ajsts-4495	144	16	part	part	NOUN
ajsts-4495	144	17	assigned	assign	VERB
ajsts-4495	144	18	to	to	PART
ajsts-4495	144	19	perform	perform	VERB
ajsts-4495	144	20	a	a	DET
ajsts-4495	144	21	particular	particular	ADJ
ajsts-4495	144	22	task	task	NOUN
ajsts-4495	144	23	,	,	PUNCT
ajsts-4495	144	24	another	another	PRON
ajsts-4495	144	25	is	be	AUX
ajsts-4495	144	26	when	when	SCONJ
ajsts-4495	144	27	a	a	DET
ajsts-4495	144	28	part	part	NOUN
ajsts-4495	144	29	is	be	AUX
ajsts-4495	144	30	added	add	VERB
ajsts-4495	144	31	or	or	CCONJ
ajsts-4495	144	32	removed	remove	VERB
ajsts-4495	144	33	from	from	ADP
ajsts-4495	144	34	work	work	NOUN
ajsts-4495	144	35	cell	cell	NOUN
ajsts-4495	144	36	,	,	PUNCT
ajsts-4495	144	37	or	or	CCONJ
ajsts-4495	144	38	when	when	SCONJ
ajsts-4495	144	39	a	a	DET
ajsts-4495	144	40	robot	robot	NOUN
ajsts-4495	144	41	begins	begin	VERB
ajsts-4495	144	42	and	and	CCONJ
ajsts-4495	144	43	completes	complete	VERB
ajsts-4495	144	44	a	a	DET
ajsts-4495	144	45	task	task	NOUN
ajsts-4495	144	46	.	.	PUNCT
ajsts-4495	145	1	this	this	DET
ajsts-4495	145	2	dataset	dataset	NOUN
ajsts-4495	145	3	was	be	AUX
ajsts-4495	145	4	gathered	gather	VERB
ajsts-4495	145	5	at	at	ADP
ajsts-4495	145	6	nominal	nominal	ADJ
ajsts-4495	145	7	conditions	condition	NOUN
ajsts-4495	145	8	and	and	CCONJ
ajsts-4495	145	9	the	the	DET
ajsts-4495	145	10	robotic	robotic	ADJ
ajsts-4495	145	11	system	system	NOUN
ajsts-4495	145	12	had	have	AUX
ajsts-4495	145	13	not	not	PART
ajsts-4495	145	14	been	be	AUX
ajsts-4495	145	15	impacted	impact	VERB
ajsts-4495	145	16	during	during	ADP
ajsts-4495	145	17	the	the	DET
ajsts-4495	145	18	measurement	measurement	NOUN
ajsts-4495	145	19	process	process	NOUN
ajsts-4495	145	20	;	;	PUNCT
ajsts-4495	145	21	moreover	moreover	ADV
ajsts-4495	145	22	,	,	PUNCT
ajsts-4495	145	23	in	in	ADP
ajsts-4495	145	24	addition	addition	NOUN
ajsts-4495	145	25	to	to	ADP
ajsts-4495	145	26	the	the	DET
ajsts-4495	145	27	robot	robot	NOUN
ajsts-4495	145	28	level	level	NOUN
ajsts-4495	145	29	performance	performance	NOUN
ajsts-4495	145	30	metric	metric	NOUN
ajsts-4495	145	31	,	,	PUNCT
ajsts-4495	145	32	this	this	DET
ajsts-4495	145	33	dataset	dataset	NOUN
ajsts-4495	145	34	also	also	ADV
ajsts-4495	145	35	contains	contain	VERB
ajsts-4495	145	36	process	process	NOUN
ajsts-4495	145	37	level	level	NOUN
ajsts-4495	145	38	measurements	measurement	NOUN
ajsts-4495	145	39	which	which	PRON
ajsts-4495	145	40	pa	pa	PROPN
ajsts-4495	145	41	ge	ge	PROPN
ajsts-4495	145	42	54	54	NUM
ajsts-4495	145	43	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	145	44	am	be	AUX
ajsts-4495	145	45	.	.	PUNCT
ajsts-4495	146	1	j.	j.	PROPN
ajsts-4495	146	2	smart	smart	PROPN
ajsts-4495	146	3	.	.	PUNCT
ajsts-4495	147	1	technol	technol	PROPN
ajsts-4495	147	2	.	.	PUNCT
ajsts-4495	147	3	solutions	solution	NOUN
ajsts-4495	147	4	4(1	4(1	NOUN
ajsts-4495	147	5	)	)	PUNCT
ajsts-4495	147	6	49	49	NUM
ajsts-4495	147	7	-	-	SYM
ajsts-4495	147	8	58	58	NUM
ajsts-4495	147	9	,	,	PUNCT
ajsts-4495	147	10	2025	2025	NUM
ajsts-4495	147	11	give	give	VERB
ajsts-4495	147	12	an	an	DET
ajsts-4495	147	13	idea	idea	NOUN
ajsts-4495	147	14	about	about	ADP
ajsts-4495	147	15	the	the	DET
ajsts-4495	147	16	effectiveness	effectiveness	NOUN
ajsts-4495	147	17	of	of	ADP
ajsts-4495	147	18	the	the	DET
ajsts-4495	147	19	robotic	robotic	ADJ
ajsts-4495	147	20	tasks	task	NOUN
ajsts-4495	147	21	in	in	ADP
ajsts-4495	147	22	manufacturing	manufacturing	NOUN
ajsts-4495	147	23	environment	environment	NOUN
ajsts-4495	147	24	.	.	PUNCT
ajsts-4495	148	1	data	datum	NOUN
ajsts-4495	148	2	preprocessing	preprocessing	NOUN
ajsts-4495	148	3	and	and	CCONJ
ajsts-4495	148	4	cleaning	clean	VERB
ajsts-4495	148	5	first	first	ADV
ajsts-4495	148	6	,	,	PUNCT
ajsts-4495	148	7	basic	basic	ADJ
ajsts-4495	148	8	data	data	NOUN
ajsts-4495	148	9	preparation	preparation	NOUN
ajsts-4495	148	10	will	will	AUX
ajsts-4495	148	11	be	be	AUX
ajsts-4495	148	12	done	do	VERB
ajsts-4495	148	13	on	on	ADP
ajsts-4495	148	14	the	the	DET
ajsts-4495	148	15	incoming	incoming	ADJ
ajsts-4495	148	16	data	datum	NOUN
ajsts-4495	148	17	:	:	PUNCT
ajsts-4495	148	18	for	for	ADP
ajsts-4495	148	19	the	the	DET
ajsts-4495	148	20	data	datum	NOUN
ajsts-4495	148	21	collected	collect	VERB
ajsts-4495	148	22	on	on	ADP
ajsts-4495	148	23	the	the	DET
ajsts-4495	148	24	plc	plc	PROPN
ajsts-4495	148	25	and	and	CCONJ
ajsts-4495	148	26	the	the	DET
ajsts-4495	148	27	robot	robot	NOUN
ajsts-4495	148	28	the	the	DET
ajsts-4495	148	29	timestamps	timestamp	NOUN
ajsts-4495	148	30	;	;	PUNCT
ajsts-4495	148	31	namely	namely	ADV
ajsts-4495	148	32	,	,	PUNCT
ajsts-4495	148	33	plctime	plctime	NOUN
ajsts-4495	148	34	and	and	CCONJ
ajsts-4495	148	35	robottime	robottime	NOUN
ajsts-4495	148	36	will	will	AUX
ajsts-4495	148	37	be	be	AUX
ajsts-4495	148	38	resynchronized	resynchronize	VERB
ajsts-4495	148	39	to	to	PART
ajsts-4495	148	40	correct	correct	VERB
ajsts-4495	148	41	for	for	ADP
ajsts-4495	148	42	any	any	DET
ajsts-4495	148	43	misalignment	misalignment	NOUN
ajsts-4495	148	44	in	in	ADP
ajsts-4495	148	45	the	the	DET
ajsts-4495	148	46	internal	internal	ADJ
ajsts-4495	148	47	clocks	clock	NOUN
ajsts-4495	148	48	of	of	ADP
ajsts-4495	148	49	the	the	DET
ajsts-4495	148	50	two	two	NUM
ajsts-4495	148	51	plc	plc	PROPN
ajsts-4495	148	52	and	and	CCONJ
ajsts-4495	148	53	robot	robot	NOUN
ajsts-4495	148	54	controllers	controller	NOUN
ajsts-4495	148	55	.	.	PUNCT
ajsts-4495	149	1	it	it	PRON
ajsts-4495	149	2	is	be	AUX
ajsts-4495	149	3	conventional	conventional	ADJ
ajsts-4495	149	4	that	that	SCONJ
ajsts-4495	149	5	missing	miss	VERB
ajsts-4495	149	6	values	value	NOUN
ajsts-4495	149	7	in	in	ADP
ajsts-4495	149	8	robot	robot	NOUN
ajsts-4495	149	9	joint	joint	ADJ
ajsts-4495	149	10	positions	position	NOUN
ajsts-4495	149	11	or	or	CCONJ
ajsts-4495	149	12	tool	tool	NOUN
ajsts-4495	149	13	data	datum	NOUN
ajsts-4495	149	14	will	will	AUX
ajsts-4495	149	15	be	be	AUX
ajsts-4495	149	16	linear	linear	ADJ
ajsts-4495	149	17	interpolated	interpolate	VERB
ajsts-4495	149	18	if	if	SCONJ
ajsts-4495	149	19	the	the	DET
ajsts-4495	149	20	gap	gap	NOUN
ajsts-4495	149	21	duration	duration	NOUN
ajsts-4495	149	22	is	be	AUX
ajsts-4495	149	23	small	small	ADJ
ajsts-4495	149	24	or	or	CCONJ
ajsts-4495	149	25	omitted	omit	VERB
ajsts-4495	149	26	if	if	SCONJ
ajsts-4495	149	27	gap	gap	NOUN
ajsts-4495	149	28	duration	duration	NOUN
ajsts-4495	149	29	is	be	AUX
ajsts-4495	149	30	large	large	ADJ
ajsts-4495	149	31	.	.	PUNCT
ajsts-4495	150	1	further	far	ADV
ajsts-4495	150	2	,	,	PUNCT
ajsts-4495	150	3	position	position	NOUN
ajsts-4495	150	4	data	datum	NOUN
ajsts-4495	150	5	comprising	comprise	VERB
ajsts-4495	150	6	joint	joint	ADJ
ajsts-4495	150	7	position	position	NOUN
ajsts-4495	150	8	and	and	CCONJ
ajsts-4495	150	9	velocity	velocity	NOUN
ajsts-4495	150	10	will	will	AUX
ajsts-4495	150	11	be	be	AUX
ajsts-4495	150	12	normalized	normalize	VERB
ajsts-4495	150	13	using	use	VERB
ajsts-4495	150	14	minmaxscaler	minmaxscaler	NOUN
ajsts-4495	150	15	by	by	ADP
ajsts-4495	150	16	scaling	scale	VERB
ajsts-4495	150	17	joint	joint	ADJ
ajsts-4495	150	18	position	position	NOUN
ajsts-4495	150	19	data	datum	NOUN
ajsts-4495	150	20	between	between	ADP
ajsts-4495	150	21	0	0	NUM
ajsts-4495	150	22	and	and	CCONJ
ajsts-4495	150	23	1	1	NUM
ajsts-4495	150	24	to	to	PART
ajsts-4495	150	25	make	make	VERB
ajsts-4495	150	26	the	the	DET
ajsts-4495	150	27	data	datum	NOUN
ajsts-4495	150	28	from	from	ADP
ajsts-4495	150	29	joint	joint	ADJ
ajsts-4495	150	30	position	position	NOUN
ajsts-4495	150	31	and	and	CCONJ
ajsts-4495	150	32	velocity	velocity	NOUN
ajsts-4495	150	33	of	of	ADP
ajsts-4495	150	34	the	the	DET
ajsts-4495	150	35	robot	robot	NOUN
ajsts-4495	150	36	homogenous	homogenous	ADJ
ajsts-4495	150	37	.	.	PUNCT
ajsts-4495	151	1	this	this	PRON
ajsts-4495	151	2	will	will	AUX
ajsts-4495	151	3	enable	enable	VERB
ajsts-4495	151	4	the	the	DET
ajsts-4495	151	5	data	datum	NOUN
ajsts-4495	151	6	to	to	PART
ajsts-4495	151	7	be	be	AUX
ajsts-4495	151	8	cleaned	clean	VERB
ajsts-4495	151	9	,	,	PUNCT
ajsts-4495	151	10	formatted	formatted	ADJ
ajsts-4495	151	11	and	and	CCONJ
ajsts-4495	151	12	well	well	ADV
ajsts-4495	151	13	preprocessed	preprocesse	VERB
ajsts-4495	151	14	to	to	PART
ajsts-4495	151	15	fit	fit	VERB
ajsts-4495	151	16	for	for	ADP
ajsts-4495	151	17	the	the	DET
ajsts-4495	151	18	next	next	ADJ
ajsts-4495	151	19	stages	stage	NOUN
ajsts-4495	151	20	of	of	ADP
ajsts-4495	151	21	data	datum	NOUN
ajsts-4495	151	22	analysis	analysis	NOUN
ajsts-4495	151	23	.	.	PUNCT
ajsts-4495	152	1	machine	machine	NOUN
ajsts-4495	152	2	learning	learning	NOUN
ajsts-4495	152	3	models	model	NOUN
ajsts-4495	152	4	supervised	supervise	VERB
ajsts-4495	152	5	learning	learn	VERB
ajsts-4495	152	6	regression	regression	NOUN
ajsts-4495	152	7	models	model	NOUN
ajsts-4495	152	8	its	its	PRON
ajsts-4495	152	9	purpose	purpose	NOUN
ajsts-4495	152	10	is	be	AUX
ajsts-4495	152	11	to	to	PART
ajsts-4495	152	12	forecast	forecast	VERB
ajsts-4495	152	13	task	task	NOUN
ajsts-4495	152	14	time	time	NOUN
ajsts-4495	152	15	till	till	SCONJ
ajsts-4495	152	16	the	the	DET
ajsts-4495	152	17	end	end	NOUN
ajsts-4495	152	18	of	of	ADP
ajsts-4495	152	19	movement	movement	NOUN
ajsts-4495	152	20	based	base	VERB
ajsts-4495	152	21	only	only	ADV
ajsts-4495	152	22	on	on	ADP
ajsts-4495	152	23	the	the	DET
ajsts-4495	152	24	position	position	NOUN
ajsts-4495	152	25	and	and	CCONJ
ajsts-4495	152	26	velocity	velocity	NOUN
ajsts-4495	152	27	of	of	ADP
ajsts-4495	152	28	the	the	DET
ajsts-4495	152	29	navigating	navigate	VERB
ajsts-4495	152	30	robot	robot	NOUN
ajsts-4495	152	31	and	and	CCONJ
ajsts-4495	152	32	other	other	ADJ
ajsts-4495	152	33	characteristics	characteristic	NOUN
ajsts-4495	152	34	of	of	ADP
ajsts-4495	152	35	the	the	DET
ajsts-4495	152	36	task	task	NOUN
ajsts-4495	152	37	.	.	PUNCT
ajsts-4495	153	1	for	for	ADP
ajsts-4495	153	2	this	this	DET
ajsts-4495	153	3	relationship	relationship	NOUN
ajsts-4495	153	4	,	,	PUNCT
ajsts-4495	153	5	it	it	PRON
ajsts-4495	153	6	will	will	AUX
ajsts-4495	153	7	be	be	AUX
ajsts-4495	153	8	appropriate	appropriate	ADJ
ajsts-4495	153	9	to	to	PART
ajsts-4495	153	10	use	use	VERB
ajsts-4495	153	11	multiple	multiple	ADJ
ajsts-4495	153	12	linear	linear	ADJ
ajsts-4495	153	13	regression	regression	NOUN
ajsts-4495	153	14	model	model	NOUN
ajsts-4495	153	15	.	.	PUNCT
ajsts-4495	154	1	the	the	DET
ajsts-4495	154	2	model	model	NOUN
ajsts-4495	154	3	takes	take	VERB
ajsts-4495	154	4	into	into	ADP
ajsts-4495	154	5	account	account	NOUN
ajsts-4495	154	6	the	the	DET
ajsts-4495	154	7	features	feature	NOUN
ajsts-4495	154	8	of	of	ADP
ajsts-4495	154	9	a	a	DET
ajsts-4495	154	10	robot	robot	NOUN
ajsts-4495	154	11	where	where	SCONJ
ajsts-4495	154	12	the	the	DET
ajsts-4495	154	13	dependent	dependent	ADJ
ajsts-4495	154	14	variable	variable	NOUN
ajsts-4495	154	15	is	be	AUX
ajsts-4495	154	16	the	the	DET
ajsts-4495	154	17	time	time	NOUN
ajsts-4495	154	18	taken	take	VERB
ajsts-4495	154	19	to	to	PART
ajsts-4495	154	20	complete	complete	VERB
ajsts-4495	154	21	a	a	DET
ajsts-4495	154	22	task	task	NOUN
ajsts-4495	154	23	,	,	PUNCT
ajsts-4495	154	24	and	and	CCONJ
ajsts-4495	154	25	the	the	DET
ajsts-4495	154	26	independent	independent	ADJ
ajsts-4495	154	27	variable	variable	NOUN
ajsts-4495	154	28	is	be	AUX
ajsts-4495	154	29	the	the	DET
ajsts-4495	154	30	joints	joint	NOUN
ajsts-4495	154	31	’	'	PUNCT
ajsts-4495	154	32	angle	angle	NOUN
ajsts-4495	154	33	positions	position	NOUN
ajsts-4495	154	34	of	of	ADP
ajsts-4495	154	35	a	a	DET
ajsts-4495	154	36	robot	robot	NOUN
ajsts-4495	154	37	,	,	PUNCT
ajsts-4495	154	38	though	though	SCONJ
ajsts-4495	154	39	other	other	ADJ
ajsts-4495	154	40	features	feature	NOUN
ajsts-4495	154	41	such	such	ADJ
ajsts-4495	154	42	as	as	ADP
ajsts-4495	154	43	speed	speed	NOUN
ajsts-4495	154	44	or	or	CCONJ
ajsts-4495	154	45	process	process	NOUN
ajsts-4495	154	46	parameters	parameter	NOUN
ajsts-4495	154	47	may	may	AUX
ajsts-4495	154	48	be	be	AUX
ajsts-4495	154	49	incorporated	incorporate	VERB
ajsts-4495	154	50	in	in	ADP
ajsts-4495	154	51	the	the	DET
ajsts-4495	154	52	model	model	NOUN
ajsts-4495	154	53	if	if	SCONJ
ajsts-4495	154	54	need	need	NOUN
ajsts-4495	154	55	arises	arise	VERB
ajsts-4495	154	56	.	.	PUNCT
ajsts-4495	155	1	completion	completion	NOUN
ajsts-4495	155	2	time	time	NOUN
ajsts-4495	155	3	prediction	prediction	NOUN
ajsts-4495	155	4	=	=	NOUN
ajsts-4495	155	5	β0+β1×j1_qactual	β0+β1×j1_qactual	PROPN
ajsts-4495	155	6	+	+	ADJ
ajsts-4495	155	7	β2×j2	β2×j2	NOUN
ajsts-4495	155	8	_	_	PUNCT
ajsts-4495	155	9	qactual	qactual	ADJ
ajsts-4495	155	10	+	+	NOUN
ajsts-4495	155	11	.........	.........	PUNCT
ajsts-4495	155	12	+	+	ADJ
ajsts-4495	155	13	β6×j6_qactual	β6×j6_qactual	ADJ
ajsts-4495	155	14	+	+	X
ajsts-4495	155	15	ϵ	ϵ	X
ajsts-4495	155	16	where	where	SCONJ
ajsts-4495	155	17	:	:	PUNCT
ajsts-4495	155	18	j1_q	j1_q	PROPN
ajsts-4495	155	19	actual	actual	ADJ
ajsts-4495	155	20	,	,	PUNCT
ajsts-4495	155	21	j2	j2	PROPN
ajsts-4495	155	22	_	_	PROPN
ajsts-4495	155	23	qactual	qactual	ADJ
ajsts-4495	155	24	,	,	PUNCT
ajsts-4495	155	25	…	…	PUNCT
ajsts-4495	155	26	,	,	PUNCT
ajsts-4495	155	27	j6	j6	PROPN
ajsts-4495	155	28	_	_	PROPN
ajsts-4495	156	1	qactual	qactual	PROPN
ajsts-4495	156	2	represent	represent	VERB
ajsts-4495	156	3	the	the	DET
ajsts-4495	156	4	joint	joint	ADJ
ajsts-4495	156	5	positions	position	NOUN
ajsts-4495	156	6	of	of	ADP
ajsts-4495	156	7	the	the	DET
ajsts-4495	156	8	robot	robot	NOUN
ajsts-4495	156	9	.	.	PUNCT
ajsts-4495	157	1	β0,β1,	β0,β1,	NOUN
ajsts-4495	157	2	…	…	PUNCT
ajsts-4495	157	3	,β6	,β6	PUNCT
ajsts-4495	157	4	are	be	AUX
ajsts-4495	157	5	the	the	DET
ajsts-4495	157	6	coefficients	coefficient	NOUN
ajsts-4495	157	7	to	to	PART
ajsts-4495	157	8	be	be	AUX
ajsts-4495	157	9	determined	determine	VERB
ajsts-4495	157	10	during	during	ADP
ajsts-4495	157	11	the	the	DET
ajsts-4495	157	12	model	model	NOUN
ajsts-4495	157	13	training	training	NOUN
ajsts-4495	157	14	phase	phase	NOUN
ajsts-4495	157	15	.	.	PUNCT
ajsts-4495	158	1	ϵ	ϵ	X
ajsts-4495	158	2	is	be	AUX
ajsts-4495	158	3	the	the	DET
ajsts-4495	158	4	error	error	NOUN
ajsts-4495	158	5	term	term	NOUN
ajsts-4495	158	6	.	.	PUNCT
ajsts-4495	159	1	the	the	DET
ajsts-4495	159	2	evaluation	evaluation	NOUN
ajsts-4495	159	3	models	model	NOUN
ajsts-4495	159	4	are	be	AUX
ajsts-4495	159	5	intended	intend	VERB
ajsts-4495	159	6	to	to	PART
ajsts-4495	159	7	categorize	categorize	VERB
ajsts-4495	159	8	them	they	PRON
ajsts-4495	159	9	by	by	ADP
ajsts-4495	159	10	the	the	DET
ajsts-4495	159	11	process	process	NOUN
ajsts-4495	159	12	performance	performance	NOUN
ajsts-4495	159	13	in	in	ADP
ajsts-4495	159	14	terms	term	NOUN
ajsts-4495	159	15	of	of	ADP
ajsts-4495	159	16	operational	operational	ADJ
ajsts-4495	159	17	characteristics	characteristic	NOUN
ajsts-4495	159	18	as	as	ADP
ajsts-4495	159	19	being	be	AUX
ajsts-4495	159	20	successful	successful	ADJ
ajsts-4495	159	21	or	or	CCONJ
ajsts-4495	159	22	failed	fail	VERB
ajsts-4495	159	23	.	.	PUNCT
ajsts-4495	160	1	logistic	logistic	ADJ
ajsts-4495	160	2	regression	regression	NOUN
ajsts-4495	160	3	or	or	CCONJ
ajsts-4495	160	4	decision	decision	NOUN
ajsts-4495	160	5	trees	tree	NOUN
ajsts-4495	160	6	will	will	AUX
ajsts-4495	160	7	be	be	AUX
ajsts-4495	160	8	used	use	VERB
ajsts-4495	160	9	to	to	PART
ajsts-4495	160	10	classify	classify	VERB
ajsts-4495	160	11	the	the	DET
ajsts-4495	160	12	tasks	task	NOUN
ajsts-4495	160	13	with	with	ADP
ajsts-4495	160	14	the	the	DET
ajsts-4495	160	15	help	help	NOUN
ajsts-4495	160	16	of	of	ADP
ajsts-4495	160	17	certain	certain	ADJ
ajsts-4495	160	18	characteristics	characteristic	NOUN
ajsts-4495	160	19	like	like	ADP
ajsts-4495	160	20	movements	movement	NOUN
ajsts-4495	160	21	of	of	ADP
ajsts-4495	160	22	the	the	DET
ajsts-4495	160	23	robot	robot	NOUN
ajsts-4495	160	24	joints	joint	NOUN
ajsts-4495	160	25	,	,	PUNCT
ajsts-4495	160	26	the	the	DET
ajsts-4495	160	27	states	state	NOUN
ajsts-4495	160	28	of	of	ADP
ajsts-4495	160	29	the	the	DET
ajsts-4495	160	30	tasks	task	NOUN
ajsts-4495	160	31	,	,	PUNCT
ajsts-4495	160	32	and	and	CCONJ
ajsts-4495	160	33	position	position	NOUN
ajsts-4495	160	34	of	of	ADP
ajsts-4495	160	35	the	the	DET
ajsts-4495	160	36	tools	tool	NOUN
ajsts-4495	160	37	.	.	PUNCT
ajsts-4495	161	1	the	the	DET
ajsts-4495	161	2	logistic	logistic	ADJ
ajsts-4495	161	3	regression	regression	NOUN
ajsts-4495	161	4	model	model	NOUN
ajsts-4495	161	5	will	will	AUX
ajsts-4495	161	6	give	give	VERB
ajsts-4495	161	7	the	the	DET
ajsts-4495	161	8	probability	probability	NOUN
ajsts-4495	161	9	of	of	ADP
ajsts-4495	161	10	accomplishing	accomplish	VERB
ajsts-4495	161	11	the	the	DET
ajsts-4495	161	12	task	task	NOUN
ajsts-4495	161	13	using	use	VERB
ajsts-4495	161	14	the	the	DET
ajsts-4495	161	15	following	follow	VERB
ajsts-4495	161	16	formula	formula	NOUN
ajsts-4495	161	17	:	:	PUNCT
ajsts-4495	161	18	where	where	SCONJ
ajsts-4495	161	19	:	:	PUNCT
ajsts-4495	161	20	p	p	X
ajsts-4495	161	21	(	(	PUNCT
ajsts-4495	161	22	task	task	NOUN
ajsts-4495	161	23	success	success	NOUN
ajsts-4495	161	24	)	)	PUNCT
ajsts-4495	161	25	is	be	AUX
ajsts-4495	161	26	the	the	DET
ajsts-4495	161	27	probability	probability	NOUN
ajsts-4495	161	28	of	of	ADP
ajsts-4495	161	29	task	task	NOUN
ajsts-4495	161	30	success	success	NOUN
ajsts-4495	161	31	.	.	PUNCT
ajsts-4495	162	1	β0,β1	β0,β1	PROPN
ajsts-4495	162	2	,	,	PUNCT
ajsts-4495	162	3	…	…	PUNCT
ajsts-4495	162	4	are	be	AUX
ajsts-4495	162	5	the	the	DET
ajsts-4495	162	6	logistic	logistic	ADJ
ajsts-4495	162	7	regression	regression	NOUN
ajsts-4495	162	8	model	model	NOUN
ajsts-4495	162	9	coefficients	coefficient	NOUN
ajsts-4495	162	10	.	.	PUNCT
ajsts-4495	163	1	the	the	DET
ajsts-4495	163	2	equation	equation	NOUN
ajsts-4495	163	3	uses	use	VERB
ajsts-4495	163	4	the	the	DET
ajsts-4495	163	5	sigmoid	sigmoid	NOUN
ajsts-4495	163	6	function	function	NOUN
ajsts-4495	163	7	to	to	PART
ajsts-4495	163	8	model	model	VERB
ajsts-4495	163	9	task	task	NOUN
ajsts-4495	163	10	success	success	NOUN
ajsts-4495	163	11	probability	probability	NOUN
ajsts-4495	163	12	.	.	PUNCT
ajsts-4495	164	1	unsupervised	unsupervised	ADJ
ajsts-4495	164	2	learning	learning	NOUN
ajsts-4495	164	3	clustering	clustering	NOUN
ajsts-4495	164	4	and	and	CCONJ
ajsts-4495	164	5	dimensionality	dimensionality	NOUN
ajsts-4495	164	6	reduction	reduction	NOUN
ajsts-4495	164	7	clustering	cluster	VERB
ajsts-4495	164	8	for	for	ADP
ajsts-4495	164	9	clustering	clustering	ADJ
ajsts-4495	164	10	model	model	NOUN
ajsts-4495	164	11	the	the	DET
ajsts-4495	164	12	purpose	purpose	NOUN
ajsts-4495	164	13	is	be	AUX
ajsts-4495	164	14	proposed	propose	VERB
ajsts-4495	164	15	to	to	PART
ajsts-4495	164	16	clusterize	clusterize	VERB
ajsts-4495	164	17	the	the	DET
ajsts-4495	164	18	tasks	task	NOUN
ajsts-4495	164	19	in	in	ADP
ajsts-4495	164	20	relation	relation	NOUN
ajsts-4495	164	21	to	to	ADP
ajsts-4495	164	22	observed	observed	ADJ
ajsts-4495	164	23	movements	movement	NOUN
ajsts-4495	164	24	and	and	CCONJ
ajsts-4495	164	25	times	time	NOUN
ajsts-4495	164	26	of	of	ADP
ajsts-4495	164	27	the	the	DET
ajsts-4495	164	28	robots	robot	NOUN
ajsts-4495	164	29	.	.	PUNCT
ajsts-4495	165	1	to	to	PART
ajsts-4495	165	2	assess	assess	VERB
ajsts-4495	165	3	the	the	DET
ajsts-4495	165	4	quality	quality	NOUN
ajsts-4495	165	5	of	of	ADP
ajsts-4495	165	6	the	the	DET
ajsts-4495	165	7	obtained	obtain	VERB
ajsts-4495	165	8	results	result	NOUN
ajsts-4495	165	9	i	i	PRON
ajsts-4495	165	10	am	be	AUX
ajsts-4495	165	11	going	go	VERB
ajsts-4495	165	12	to	to	PART
ajsts-4495	165	13	apply	apply	VERB
ajsts-4495	165	14	the	the	DET
ajsts-4495	165	15	k	k	NOUN
ajsts-4495	165	16	-	-	PUNCT
ajsts-4495	165	17	means	means	NOUN
ajsts-4495	165	18	clustering	cluster	VERB
ajsts-4495	165	19	in	in	ADP
ajsts-4495	165	20	order	order	NOUN
ajsts-4495	165	21	to	to	PART
ajsts-4495	165	22	group	group	VERB
ajsts-4495	165	23	the	the	DET
ajsts-4495	165	24	tasks	task	NOUN
ajsts-4495	165	25	with	with	ADP
ajsts-4495	165	26	similar	similar	ADJ
ajsts-4495	165	27	efficiency	efficiency	NOUN
ajsts-4495	165	28	.	.	PUNCT
ajsts-4495	166	1	it	it	PRON
ajsts-4495	166	2	will	will	AUX
ajsts-4495	166	3	aid	aid	VERB
ajsts-4495	166	4	in	in	ADP
ajsts-4495	166	5	categorizing	categorize	VERB
ajsts-4495	166	6	the	the	DET
ajsts-4495	166	7	tasks	task	NOUN
ajsts-4495	166	8	based	base	VERB
ajsts-4495	166	9	on	on	ADP
ajsts-4495	166	10	the	the	DET
ajsts-4495	166	11	observed	observe	VERB
ajsts-4495	166	12	behaviors	behavior	NOUN
ajsts-4495	166	13	and	and	CCONJ
ajsts-4495	166	14	will	will	AUX
ajsts-4495	166	15	make	make	VERB
ajsts-4495	166	16	improvements	improvement	NOUN
ajsts-4495	166	17	to	to	ADP
ajsts-4495	166	18	such	such	ADJ
ajsts-4495	166	19	processes	process	NOUN
ajsts-4495	166	20	by	by	ADP
ajsts-4495	166	21	addressing	address	VERB
ajsts-4495	166	22	like	like	ADP
ajsts-4495	166	23	types	type	NOUN
ajsts-4495	166	24	of	of	ADP
ajsts-4495	166	25	tasks	task	NOUN
ajsts-4495	166	26	.	.	PUNCT
ajsts-4495	167	1	dimensionality	dimensionality	NOUN
ajsts-4495	167	2	reduction	reduction	NOUN
ajsts-4495	167	3	(	(	PUNCT
ajsts-4495	167	4	pca	pca	NOUN
ajsts-4495	167	5	)	)	PUNCT
ajsts-4495	167	6	to	to	PART
ajsts-4495	167	7	reduce	reduce	VERB
ajsts-4495	167	8	the	the	DET
ajsts-4495	167	9	complexity	complexity	NOUN
ajsts-4495	167	10	of	of	ADP
ajsts-4495	167	11	the	the	DET
ajsts-4495	167	12	data	datum	NOUN
ajsts-4495	167	13	,	,	PUNCT
ajsts-4495	167	14	principal	principal	ADJ
ajsts-4495	167	15	component	component	NOUN
ajsts-4495	167	16	analysis	analysis	NOUN
ajsts-4495	167	17	(	(	PUNCT
ajsts-4495	167	18	pca	pca	NOUN
ajsts-4495	167	19	)	)	PUNCT
ajsts-4495	167	20	will	will	AUX
ajsts-4495	167	21	be	be	AUX
ajsts-4495	167	22	used	use	VERB
ajsts-4495	167	23	to	to	PART
ajsts-4495	167	24	identify	identify	VERB
ajsts-4495	167	25	the	the	DET
ajsts-4495	167	26	most	most	ADV
ajsts-4495	167	27	important	important	ADJ
ajsts-4495	167	28	features	feature	NOUN
ajsts-4495	167	29	affecting	affect	VERB
ajsts-4495	167	30	robot	robot	NOUN
ajsts-4495	167	31	performance	performance	NOUN
ajsts-4495	167	32	.	.	PUNCT
ajsts-4495	168	1	pca	pca	PROPN
ajsts-4495	168	2	will	will	AUX
ajsts-4495	168	3	reduce	reduce	VERB
ajsts-4495	168	4	the	the	DET
ajsts-4495	168	5	number	number	NOUN
ajsts-4495	168	6	of	of	ADP
ajsts-4495	168	7	features	feature	NOUN
ajsts-4495	168	8	while	while	SCONJ
ajsts-4495	168	9	retaining	retain	VERB
ajsts-4495	168	10	the	the	DET
ajsts-4495	168	11	key	key	ADJ
ajsts-4495	168	12	information	information	NOUN
ajsts-4495	168	13	that	that	PRON
ajsts-4495	168	14	explains	explain	VERB
ajsts-4495	168	15	the	the	DET
ajsts-4495	168	16	largest	large	ADJ
ajsts-4495	168	17	variance	variance	NOUN
ajsts-4495	168	18	in	in	ADP
ajsts-4495	168	19	the	the	DET
ajsts-4495	168	20	dataset	dataset	NOUN
ajsts-4495	168	21	.	.	PUNCT
ajsts-4495	169	1	pca	pca	NOUN
ajsts-4495	169	2	equation	equation	NOUN
ajsts-4495	169	3	x	x	PUNCT
ajsts-4495	170	1	=	=	PUNCT
ajsts-4495	170	2	w.y	w.y	INTJ
ajsts-4495	170	3	where	where	SCONJ
ajsts-4495	170	4	x	x	PRON
ajsts-4495	170	5	is	be	AUX
ajsts-4495	170	6	the	the	DET
ajsts-4495	170	7	original	original	ADJ
ajsts-4495	170	8	data	data	NOUN
ajsts-4495	170	9	matrix	matrix	NOUN
ajsts-4495	170	10	(	(	PUNCT
ajsts-4495	170	11	robot	robot	NOUN
ajsts-4495	170	12	movements	movement	NOUN
ajsts-4495	170	13	and	and	CCONJ
ajsts-4495	170	14	task	task	NOUN
ajsts-4495	170	15	completion	completion	PROPN
ajsts-4495	170	16	time	time	NOUN
ajsts-4495	170	17	)	)	PUNCT
ajsts-4495	170	18	.	.	PUNCT
ajsts-4495	171	1	w	w	PROPN
ajsts-4495	171	2	is	be	AUX
ajsts-4495	171	3	the	the	DET
ajsts-4495	171	4	matrix	matrix	NOUN
ajsts-4495	171	5	of	of	ADP
ajsts-4495	171	6	eigenvectors	eigenvector	NOUN
ajsts-4495	171	7	(	(	PUNCT
ajsts-4495	171	8	principal	principal	ADJ
ajsts-4495	171	9	components	component	NOUN
ajsts-4495	171	10	)	)	PUNCT
ajsts-4495	171	11	.	.	PUNCT
ajsts-4495	172	1	y	y	PROPN
ajsts-4495	172	2	is	be	AUX
ajsts-4495	172	3	the	the	DET
ajsts-4495	172	4	transformed	transform	VERB
ajsts-4495	172	5	data	data	NOUN
ajsts-4495	172	6	matrix	matrix	NOUN
ajsts-4495	172	7	(	(	PUNCT
ajsts-4495	172	8	reduced	reduce	VERB
ajsts-4495	172	9	dimensions	dimension	NOUN
ajsts-4495	172	10	)	)	PUNCT
ajsts-4495	172	11	.	.	PUNCT
ajsts-4495	173	1	ai	ai	VERB
ajsts-4495	173	2	optimization	optimization	NOUN
ajsts-4495	173	3	reinforcement	reinforcement	NOUN
ajsts-4495	173	4	learning	learn	VERB
ajsts-4495	173	5	the	the	DET
ajsts-4495	173	6	purpose	purpose	NOUN
ajsts-4495	173	7	concerns	concern	VERB
ajsts-4495	173	8	the	the	DET
ajsts-4495	173	9	problem	problem	NOUN
ajsts-4495	173	10	of	of	ADP
ajsts-4495	173	11	task	task	NOUN
ajsts-4495	173	12	scheduling	scheduling	NOUN
ajsts-4495	173	13	to	to	PART
ajsts-4495	173	14	maximize	maximize	VERB
ajsts-4495	173	15	the	the	DET
ajsts-4495	173	16	throughput	throughput	NOUN
ajsts-4495	173	17	obtained	obtain	VERB
ajsts-4495	173	18	from	from	ADP
ajsts-4495	173	19	the	the	DET
ajsts-4495	173	20	robots	robot	NOUN
ajsts-4495	173	21	and	and	CCONJ
ajsts-4495	173	22	minimize	minimize	VERB
ajsts-4495	173	23	the	the	DET
ajsts-4495	173	24	robotics	robotic	NOUN
ajsts-4495	173	25	idle	idle	ADJ
ajsts-4495	173	26	time	time	NOUN
ajsts-4495	173	27	.	.	PUNCT
ajsts-4495	174	1	rl	rl	PROPN
ajsts-4495	174	2	will	will	AUX
ajsts-4495	174	3	be	be	AUX
ajsts-4495	174	4	used	use	VERB
ajsts-4495	174	5	for	for	ADP
ajsts-4495	174	6	training	train	VERB
ajsts-4495	174	7	an	an	DET
ajsts-4495	174	8	agent	agent	NOUN
ajsts-4495	174	9	that	that	PRON
ajsts-4495	174	10	will	will	AUX
ajsts-4495	174	11	be	be	AUX
ajsts-4495	174	12	able	able	ADJ
ajsts-4495	174	13	to	to	PART
ajsts-4495	174	14	identify	identify	VERB
ajsts-4495	174	15	the	the	DET
ajsts-4495	174	16	best	good	ADJ
ajsts-4495	174	17	actions	action	NOUN
ajsts-4495	174	18	for	for	ADP
ajsts-4495	174	19	a	a	DET
ajsts-4495	174	20	robot	robot	NOUN
ajsts-4495	174	21	based	base	VERB
ajsts-4495	174	22	on	on	ADP
ajsts-4495	174	23	performance	performance	NOUN
ajsts-4495	174	24	of	of	ADP
ajsts-4495	174	25	a	a	DET
ajsts-4495	174	26	particular	particular	ADJ
ajsts-4495	174	27	task	task	NOUN
ajsts-4495	174	28	.	.	PUNCT
ajsts-4495	175	1	the	the	DET
ajsts-4495	175	2	agent	agent	NOUN
ajsts-4495	175	3	will	will	AUX
ajsts-4495	175	4	be	be	AUX
ajsts-4495	175	5	trained	train	VERB
ajsts-4495	175	6	to	to	PART
ajsts-4495	175	7	vary	vary	VERB
ajsts-4495	175	8	the	the	DET
ajsts-4495	175	9	tasks	task	NOUN
ajsts-4495	175	10	and	and	CCONJ
ajsts-4495	175	11	robot	robot	NOUN
ajsts-4495	175	12	motions	motion	NOUN
ajsts-4495	175	13	with	with	ADP
ajsts-4495	175	14	the	the	DET
ajsts-4495	175	15	purpose	purpose	NOUN
ajsts-4495	175	16	of	of	ADP
ajsts-4495	175	17	reducing	reduce	VERB
ajsts-4495	175	18	the	the	DET
ajsts-4495	175	19	entire	entire	ADJ
ajsts-4495	175	20	time	time	NOUN
ajsts-4495	175	21	cycle	cycle	NOUN
ajsts-4495	175	22	and	and	CCONJ
ajsts-4495	175	23	improve	improve	VERB
ajsts-4495	175	24	the	the	DET
ajsts-4495	175	25	procedural	procedural	ADJ
ajsts-4495	175	26	performance	performance	NOUN
ajsts-4495	175	27	.	.	PUNCT
ajsts-4495	176	1	performance	performance	NOUN
ajsts-4495	176	2	evaluation	evaluation	NOUN
ajsts-4495	176	3	the	the	DET
ajsts-4495	176	4	assessment	assessment	NOUN
ajsts-4495	176	5	of	of	ADP
ajsts-4495	176	6	the	the	DET
ajsts-4495	176	7	robot	robot	NOUN
ajsts-4495	176	8	performance	performance	NOUN
ajsts-4495	176	9	shall	shall	AUX
ajsts-4495	176	10	be	be	AUX
ajsts-4495	176	11	in	in	ADP
ajsts-4495	176	12	terms	term	NOUN
ajsts-4495	176	13	of	of	ADP
ajsts-4495	176	14	operation	operation	NOUN
ajsts-4495	176	15	efficiency	efficiency	NOUN
ajsts-4495	176	16	where	where	SCONJ
ajsts-4495	176	17	efficiency	efficiency	NOUN
ajsts-4495	176	18	metrics	metric	NOUN
ajsts-4495	176	19	like	like	ADP
ajsts-4495	176	20	time	time	NOUN
ajsts-4495	176	21	taken	take	VERB
ajsts-4495	176	22	to	to	PART
ajsts-4495	176	23	complete	complete	VERB
ajsts-4495	176	24	a	a	DET
ajsts-4495	176	25	task	task	NOUN
ajsts-4495	176	26	,	,	PUNCT
ajsts-4495	176	27	the	the	DET
ajsts-4495	176	28	time	time	NOUN
ajsts-4495	176	29	taken	take	VERB
ajsts-4495	176	30	to	to	PART
ajsts-4495	176	31	repeat	repeat	VERB
ajsts-4495	176	32	the	the	DET
ajsts-4495	176	33	same	same	ADJ
ajsts-4495	176	34	task	task	NOUN
ajsts-4495	176	35	,	,	PUNCT
ajsts-4495	176	36	time	time	NOUN
ajsts-4495	176	37	lost	lose	VERB
ajsts-4495	176	38	in	in	ADP
ajsts-4495	176	39	breakdowns	breakdown	NOUN
ajsts-4495	176	40	and	and	CCONJ
ajsts-4495	176	41	the	the	DET
ajsts-4495	176	42	success	success	NOUN
ajsts-4495	176	43	rate	rate	NOUN
ajsts-4495	176	44	of	of	ADP
ajsts-4495	176	45	the	the	DET
ajsts-4495	176	46	robots	robot	NOUN
ajsts-4495	176	47	efficiency	efficiency	NOUN
ajsts-4495	176	48	.	.	PUNCT
ajsts-4495	177	1	in	in	ADP
ajsts-4495	177	2	order	order	NOUN
ajsts-4495	177	3	to	to	PART
ajsts-4495	177	4	measure	measure	VERB
ajsts-4495	177	5	the	the	DET
ajsts-4495	177	6	effectiveness	effectiveness	NOUN
ajsts-4495	177	7	of	of	ADP
ajsts-4495	177	8	using	use	VERB
ajsts-4495	177	9	ai	ai	VERB
ajsts-4495	177	10	optimization	optimization	NOUN
ajsts-4495	177	11	,	,	PUNCT
ajsts-4495	177	12	performance	performance	NOUN
ajsts-4495	177	13	before	before	ADP
ajsts-4495	177	14	using	use	VERB
ajsts-4495	177	15	any	any	DET
ajsts-4495	177	16	ai	ai	NOUN
ajsts-4495	177	17	technology	technology	NOUN
ajsts-4495	177	18	will	will	AUX
ajsts-4495	177	19	be	be	AUX
ajsts-4495	177	20	compared	compare	VERB
ajsts-4495	177	21	with	with	ADP
ajsts-4495	177	22	the	the	DET
ajsts-4495	177	23	performance	performance	NOUN
ajsts-4495	177	24	after	after	ADP
ajsts-4495	177	25	applying	apply	VERB
ajsts-4495	177	26	ai	ai	VERB
ajsts-4495	177	27	optimization	optimization	NOUN
ajsts-4495	177	28	algorithms	algorithm	NOUN
ajsts-4495	177	29	.	.	PUNCT
ajsts-4495	178	1	this	this	PRON
ajsts-4495	178	2	will	will	AUX
ajsts-4495	178	3	aid	aid	VERB
ajsts-4495	178	4	in	in	ADP
ajsts-4495	178	5	comparisons	comparison	NOUN
ajsts-4495	178	6	on	on	ADP
ajsts-4495	178	7	the	the	DET
ajsts-4495	178	8	trends	trend	NOUN
ajsts-4495	178	9	of	of	ADP
ajsts-4495	178	10	efficiency	efficiency	NOUN
ajsts-4495	178	11	,	,	PUNCT
ajsts-4495	178	12	throughput	throughput	NOUN
ajsts-4495	178	13	,	,	PUNCT
ajsts-4495	178	14	as	as	ADV
ajsts-4495	178	15	well	well	ADV
ajsts-4495	178	16	as	as	ADP
ajsts-4495	178	17	the	the	DET
ajsts-4495	178	18	rates	rate	NOUN
ajsts-4495	178	19	of	of	ADP
ajsts-4495	178	20	successful	successful	ADJ
ajsts-4495	178	21	completion	completion	NOUN
ajsts-4495	178	22	of	of	ADP
ajsts-4495	178	23	tasks	task	NOUN
ajsts-4495	178	24	in	in	ADP
ajsts-4495	178	25	an	an	DET
ajsts-4495	178	26	endeavor	endeavor	NOUN
ajsts-4495	178	27	to	to	PART
ajsts-4495	178	28	understand	understand	VERB
ajsts-4495	178	29	ways	way	NOUN
ajsts-4495	178	30	in	in	ADP
ajsts-4495	178	31	which	which	PRON
ajsts-4495	178	32	the	the	DET
ajsts-4495	178	33	integration	integration	NOUN
ajsts-4495	178	34	of	of	ADP
ajsts-4495	178	35	ai	ai	ADJ
ajsts-4495	178	36	increases	increase	NOUN
ajsts-4495	178	37	human	human	ADJ
ajsts-4495	178	38	-	-	PUNCT
ajsts-4495	178	39	like	like	ADJ
ajsts-4495	178	40	performance	performance	NOUN
ajsts-4495	178	41	in	in	ADP
ajsts-4495	178	42	robots	robot	NOUN
ajsts-4495	178	43	.	.	PUNCT
ajsts-4495	179	1	results	result	NOUN
ajsts-4495	179	2	and	and	CCONJ
ajsts-4495	179	3	discussions	discussion	NOUN
ajsts-4495	179	4	some	some	PRON
ajsts-4495	179	5	of	of	ADP
ajsts-4495	179	6	the	the	DET
ajsts-4495	179	7	general	general	ADJ
ajsts-4495	179	8	fields	field	NOUN
ajsts-4495	179	9	featured	feature	VERB
ajsts-4495	179	10	in	in	ADP
ajsts-4495	179	11	the	the	DET
ajsts-4495	179	12	dataset	dataset	NOUN
ajsts-4495	179	13	are	be	AUX
ajsts-4495	179	14	time	time	NOUN
ajsts-4495	179	15	,	,	PUNCT
ajsts-4495	179	16	plctime	plctime	NOUN
ajsts-4495	179	17	,	,	PUNCT
ajsts-4495	179	18	robottime	robottime	NOUN
ajsts-4495	179	19	and	and	CCONJ
ajsts-4495	179	20	additionally	additionally	ADV
ajsts-4495	179	21	6	6	NUM
ajsts-4495	179	22	joint	joint	ADJ
ajsts-4495	179	23	positions	position	NOUN
ajsts-4495	179	24	that	that	PRON
ajsts-4495	179	25	refer	refer	VERB
ajsts-4495	179	26	to	to	ADP
ajsts-4495	179	27	the	the	DET
ajsts-4495	179	28	coordinates	coordinate	NOUN
ajsts-4495	179	29	of	of	ADP
ajsts-4495	179	30	the	the	DET
ajsts-4495	179	31	actual	actual	ADJ
ajsts-4495	179	32	movements	movement	NOUN
ajsts-4495	179	33	of	of	ADP
ajsts-4495	179	34	the	the	DET
ajsts-4495	179	35	robot	robot	NOUN
ajsts-4495	179	36	at	at	ADP
ajsts-4495	179	37	the	the	DET
ajsts-4495	179	38	particular	particular	ADJ
ajsts-4495	179	39	point	point	NOUN
ajsts-4495	179	40	of	of	ADP
ajsts-4495	179	41	the	the	DET
ajsts-4495	179	42	manufacturing	manufacturing	NOUN
ajsts-4495	179	43	process	process	NOUN
ajsts-4495	179	44	(	(	PUNCT
ajsts-4495	179	45	j1_qactual	j1_qactual	ADJ
ajsts-4495	179	46	to	to	ADP
ajsts-4495	179	47	j6_qactual	j6_qactual	ADJ
ajsts-4495	179	48	)	)	PUNCT
ajsts-4495	179	49	figure	figure	NOUN
ajsts-4495	179	50	1	1	NUM
ajsts-4495	179	51	,	,	PUNCT
ajsts-4495	179	52	figure	figure	VERB
ajsts-4495	179	53	2	2	NUM
ajsts-4495	179	54	joint	joint	ADJ
ajsts-4495	179	55	velocities	velocity	NOUN
ajsts-4495	179	56	also	also	ADV
ajsts-4495	179	57	appear	appear	VERB
ajsts-4495	179	58	(	(	PUNCT
ajsts-4495	179	59	j1_qdactual	j1_qdactual	ADJ
ajsts-4495	179	60	to	to	ADP
ajsts-4495	179	61	j6	j6	PROPN
ajsts-4495	179	62	_	_	PROPN
ajsts-4495	180	1	pa	pa	PROPN
ajsts-4495	180	2	ge	ge	PROPN
ajsts-4495	180	3	55	55	NUM
ajsts-4495	180	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	180	5	am	be	AUX
ajsts-4495	180	6	.	.	PUNCT
ajsts-4495	181	1	j.	j.	PROPN
ajsts-4495	181	2	smart	smart	PROPN
ajsts-4495	181	3	.	.	PUNCT
ajsts-4495	182	1	technol	technol	PROPN
ajsts-4495	182	2	.	.	PUNCT
ajsts-4495	182	3	solutions	solution	NOUN
ajsts-4495	182	4	4(1	4(1	NOUN
ajsts-4495	182	5	)	)	PUNCT
ajsts-4495	182	6	49	49	NUM
ajsts-4495	182	7	-	-	SYM
ajsts-4495	182	8	58	58	NUM
ajsts-4495	182	9	,	,	PUNCT
ajsts-4495	182	10	2025	2025	NUM
ajsts-4495	182	11	qdactual	qdactual	NOUN
ajsts-4495	182	12	)	)	PUNCT
ajsts-4495	182	13	,	,	PUNCT
ajsts-4495	182	14	as	as	ADV
ajsts-4495	182	15	well	well	ADV
ajsts-4495	182	16	as	as	ADP
ajsts-4495	182	17	toolx	toolx	NOUN
ajsts-4495	182	18	,	,	PUNCT
ajsts-4495	182	19	tooly	tooly	ADJ
ajsts-4495	182	20	,	,	PUNCT
ajsts-4495	182	21	toolz	toolz	NOUN
ajsts-4495	182	22	,	,	PUNCT
ajsts-4495	182	23	representing	represent	VERB
ajsts-4495	182	24	the	the	DET
ajsts-4495	182	25	positional	positional	ADJ
ajsts-4495	182	26	coordinates	coordinate	NOUN
ajsts-4495	182	27	of	of	ADP
ajsts-4495	182	28	the	the	DET
ajsts-4495	182	29	robot	robot	NOUN
ajsts-4495	182	30	tool	tool	NOUN
ajsts-4495	182	31	in	in	ADP
ajsts-4495	182	32	the	the	DET
ajsts-4495	182	33	workspace	workspace	NOUN
ajsts-4495	182	34	;	;	PUNCT
ajsts-4495	182	35	the	the	DET
ajsts-4495	182	36	toolz	toolz	NOUN
ajsts-4495	182	37	data	datum	NOUN
ajsts-4495	182	38	is	be	AUX
ajsts-4495	182	39	missing	miss	VERB
ajsts-4495	182	40	here	here	ADV
ajsts-4495	182	41	.	.	PUNCT
ajsts-4495	183	1	in	in	ADP
ajsts-4495	183	2	the	the	DET
ajsts-4495	183	3	first	first	ADJ
ajsts-4495	183	4	step	step	NOUN
ajsts-4495	183	5	to	to	ADP
ajsts-4495	183	6	data	datum	NOUN
ajsts-4495	183	7	analysis	analysis	NOUN
ajsts-4495	183	8	,	,	PUNCT
ajsts-4495	183	9	the	the	DET
ajsts-4495	183	10	joint	joint	ADJ
ajsts-4495	183	11	position	position	NOUN
ajsts-4495	183	12	values	value	NOUN
ajsts-4495	183	13	are	be	AUX
ajsts-4495	183	14	observed	observe	VERB
ajsts-4495	183	15	to	to	PART
ajsts-4495	183	16	oscillate	oscillate	VERB
ajsts-4495	183	17	in	in	ADP
ajsts-4495	183	18	the	the	DET
ajsts-4495	183	19	positive	positive	ADJ
ajsts-4495	183	20	and	and	CCONJ
ajsts-4495	183	21	the	the	DET
ajsts-4495	183	22	negative	negative	ADJ
ajsts-4495	183	23	due	due	ADJ
ajsts-4495	183	24	to	to	ADP
ajsts-4495	183	25	rhythmicity	rhythmicity	NOUN
ajsts-4495	183	26	in	in	ADP
ajsts-4495	183	27	the	the	DET
ajsts-4495	183	28	movement	movement	NOUN
ajsts-4495	183	29	of	of	ADP
ajsts-4495	183	30	the	the	DET
ajsts-4495	183	31	robotic	robotic	ADJ
ajsts-4495	183	32	arm	arm	NOUN
ajsts-4495	183	33	joints	joint	NOUN
ajsts-4495	183	34	.	.	PUNCT
ajsts-4495	184	1	joint	joint	ADJ
ajsts-4495	184	2	velocities	velocity	NOUN
ajsts-4495	184	3	shown	show	VERB
ajsts-4495	184	4	in	in	ADP
ajsts-4495	184	5	fig	fig	NOUN
ajsts-4495	184	6	.	.	PUNCT
ajsts-4495	185	1	5	5	NUM
ajsts-4495	185	2	show	show	VERB
ajsts-4495	185	3	rather	rather	ADV
ajsts-4495	185	4	small	small	ADJ
ajsts-4495	185	5	deviations	deviation	NOUN
ajsts-4495	185	6	around	around	ADP
ajsts-4495	185	7	zero	zero	NUM
ajsts-4495	185	8	,	,	PUNCT
ajsts-4495	185	9	which	which	PRON
ajsts-4495	185	10	confirm	confirm	VERB
ajsts-4495	185	11	that	that	SCONJ
ajsts-4495	185	12	motion	motion	NOUN
ajsts-4495	185	13	is	be	AUX
ajsts-4495	185	14	stable	stable	ADJ
ajsts-4495	185	15	,	,	PUNCT
ajsts-4495	185	16	while	while	SCONJ
ajsts-4495	185	17	toolx	toolx	ADJ
ajsts-4495	185	18	and	and	CCONJ
ajsts-4495	185	19	tooly	tooly	ADJ
ajsts-4495	185	20	describe	describe	VERB
ajsts-4495	185	21	dynamic	dynamic	ADJ
ajsts-4495	185	22	trajectories	trajectory	NOUN
ajsts-4495	185	23	over	over	ADP
ajsts-4495	185	24	the	the	DET
ajsts-4495	185	25	workspace	workspace	NOUN
ajsts-4495	185	26	.	.	PUNCT
ajsts-4495	186	1	lack	lack	NOUN
ajsts-4495	186	2	of	of	ADP
ajsts-4495	186	3	additional	additional	ADJ
ajsts-4495	186	4	information	information	NOUN
ajsts-4495	186	5	in	in	ADP
ajsts-4495	186	6	toolz	toolz	NOUN
ajsts-4495	186	7	might	might	AUX
ajsts-4495	186	8	decrease	decrease	VERB
ajsts-4495	186	9	the	the	DET
ajsts-4495	186	10	level	level	NOUN
ajsts-4495	186	11	of	of	ADP
ajsts-4495	186	12	precise	precise	ADJ
ajsts-4495	186	13	analysis	analysis	NOUN
ajsts-4495	186	14	,	,	PUNCT
ajsts-4495	186	15	however	however	ADV
ajsts-4495	186	16	,	,	PUNCT
ajsts-4495	186	17	the	the	DET
ajsts-4495	186	18	overal	overal	ADJ
ajsts-4495	186	19	presentations	presentation	NOUN
ajsts-4495	186	20	offer	offer	VERB
ajsts-4495	186	21	insights	insight	NOUN
ajsts-4495	186	22	about	about	ADP
ajsts-4495	186	23	the	the	DET
ajsts-4495	186	24	robots	robot	NOUN
ajsts-4495	186	25	’	’	PART
ajsts-4495	186	26	motion	motion	NOUN
ajsts-4495	186	27	and	and	CCONJ
ajsts-4495	186	28	the	the	DET
ajsts-4495	186	29	position	position	NOUN
ajsts-4495	186	30	of	of	ADP
ajsts-4495	186	31	the	the	DET
ajsts-4495	186	32	tool	tool	NOUN
ajsts-4495	186	33	in	in	ADP
ajsts-4495	186	34	relation	relation	NOUN
ajsts-4495	186	35	to	to	ADP
ajsts-4495	186	36	the	the	DET
ajsts-4495	186	37	time	time	NOUN
ajsts-4495	186	38	required	require	VERB
ajsts-4495	186	39	for	for	ADP
ajsts-4495	186	40	completing	complete	VERB
ajsts-4495	186	41	the	the	DET
ajsts-4495	186	42	tasks	task	NOUN
ajsts-4495	186	43	and	and	CCONJ
ajsts-4495	186	44	the	the	DET
ajsts-4495	186	45	results	result	NOUN
ajsts-4495	186	46	.	.	PUNCT
ajsts-4495	187	1	figure	figure	VERB
ajsts-4495	187	2	2	2	NUM
ajsts-4495	187	3	:	:	PUNCT
ajsts-4495	187	4	robot	robot	NOUN
ajsts-4495	187	5	joint	joint	ADJ
ajsts-4495	187	6	positions	position	NOUN
ajsts-4495	187	7	over	over	ADP
ajsts-4495	187	8	time	time	NOUN
ajsts-4495	187	9	figure	figure	NOUN
ajsts-4495	187	10	3	3	NUM
ajsts-4495	187	11	:	:	PUNCT
ajsts-4495	187	12	robot	robot	NOUN
ajsts-4495	187	13	tool	tool	NOUN
ajsts-4495	187	14	positions	position	NOUN
ajsts-4495	187	15	over	over	ADP
ajsts-4495	187	16	time	time	NOUN
ajsts-4495	187	17	a	a	DET
ajsts-4495	187	18	mean	mean	ADJ
ajsts-4495	187	19	absolute	absolute	ADJ
ajsts-4495	187	20	error	error	NOUN
ajsts-4495	187	21	of	of	ADP
ajsts-4495	187	22	6.736458e+08	6.736458e+08	PROPN
ajsts-4495	187	23	is	be	AUX
ajsts-4495	187	24	achieved	achieve	VERB
ajsts-4495	187	25	by	by	ADP
ajsts-4495	187	26	the	the	DET
ajsts-4495	187	27	random	random	ADJ
ajsts-4495	187	28	forest	forest	NOUN
ajsts-4495	187	29	reggressor	reggressor	NOUN
ajsts-4495	187	30	which	which	PRON
ajsts-4495	187	31	is	be	AUX
ajsts-4495	187	32	better	well	ADJ
ajsts-4495	187	33	than	than	ADP
ajsts-4495	187	34	achieving	achieve	VERB
ajsts-4495	187	35	through	through	ADP
ajsts-4495	187	36	earlier	early	ADV
ajsts-4495	187	37	used	use	VERB
ajsts-4495	187	38	linear	linear	PROPN
ajsts-4495	187	39	regression	regression	NOUN
ajsts-4495	187	40	.	.	PUNCT
ajsts-4495	188	1	the	the	DET
ajsts-4495	188	2	graph	graph	NOUN
ajsts-4495	188	3	depicting	depict	VERB
ajsts-4495	188	4	the	the	DET
ajsts-4495	188	5	actual	actual	ADJ
ajsts-4495	188	6	against	against	ADP
ajsts-4495	188	7	predicted	predict	VERB
ajsts-4495	188	8	task	task	NOUN
ajsts-4495	188	9	time	time	NOUN
ajsts-4495	188	10	successfully	successfully	ADV
ajsts-4495	188	11	oriented	orient	VERB
ajsts-4495	188	12	with	with	ADP
ajsts-4495	188	13	actual	actual	ADJ
ajsts-4495	188	14	time	time	NOUN
ajsts-4495	188	15	in	in	ADP
ajsts-4495	188	16	the	the	DET
ajsts-4495	188	17	x	x	NOUN
ajsts-4495	188	18	-	-	NOUN
ajsts-4495	188	19	axis	axis	NOUN
ajsts-4495	188	20	and	and	CCONJ
ajsts-4495	188	21	the	the	DET
ajsts-4495	188	22	predicted	predict	VERB
ajsts-4495	188	23	time	time	NOUN
ajsts-4495	188	24	in	in	ADP
ajsts-4495	188	25	the	the	DET
ajsts-4495	188	26	y	y	NOUN
ajsts-4495	188	27	-	-	PUNCT
ajsts-4495	188	28	axis	axis	NOUN
ajsts-4495	188	29	boundary	boundary	NOUN
ajsts-4495	188	30	and	and	CCONJ
ajsts-4495	188	31	the	the	DET
ajsts-4495	188	32	regression	regression	NOUN
ajsts-4495	188	33	line	line	NOUN
ajsts-4495	188	34	with	with	ADP
ajsts-4495	188	35	marginal	marginal	ADJ
ajsts-4495	188	36	variation	variation	NOUN
ajsts-4495	188	37	from	from	ADP
ajsts-4495	188	38	the	the	DET
ajsts-4495	188	39	actual	actual	ADJ
ajsts-4495	188	40	line	line	NOUN
ajsts-4495	188	41	illustrated	illustrate	VERB
ajsts-4495	188	42	in	in	ADP
ajsts-4495	188	43	the	the	DET
ajsts-4495	188	44	plot	plot	NOUN
ajsts-4495	188	45	presented	present	VERB
ajsts-4495	188	46	in	in	ADP
ajsts-4495	188	47	figure	figure	NOUN
ajsts-4495	188	48	3	3	NUM
ajsts-4495	188	49	.	.	PUNCT
ajsts-4495	189	1	however	however	ADV
ajsts-4495	189	2	,	,	PUNCT
ajsts-4495	189	3	even	even	ADV
ajsts-4495	189	4	after	after	ADP
ajsts-4495	189	5	the	the	DET
ajsts-4495	189	6	application	application	NOUN
ajsts-4495	189	7	of	of	ADP
ajsts-4495	189	8	this	this	DET
ajsts-4495	189	9	model	model	NOUN
ajsts-4495	189	10	,	,	PUNCT
ajsts-4495	189	11	there	there	PRON
ajsts-4495	189	12	are	be	VERB
ajsts-4495	189	13	some	some	DET
ajsts-4495	189	14	limitations	limitation	NOUN
ajsts-4495	189	15	and	and	CCONJ
ajsts-4495	189	16	scope	scope	NOUN
ajsts-4495	189	17	for	for	ADP
ajsts-4495	189	18	enhancing	enhance	VERB
ajsts-4495	189	19	the	the	DET
ajsts-4495	189	20	model	model	NOUN
ajsts-4495	189	21	by	by	ADP
ajsts-4495	189	22	fine	fine	ADJ
ajsts-4495	189	23	tuning	tune	VERB
ajsts-4495	189	24	the	the	DET
ajsts-4495	189	25	model	model	NOUN
ajsts-4495	189	26	further	far	ADV
ajsts-4495	189	27	and	and	CCONJ
ajsts-4495	189	28	finding	find	VERB
ajsts-4495	189	29	more	more	ADV
ajsts-4495	189	30	suitable	suitable	ADJ
ajsts-4495	189	31	features	feature	NOUN
ajsts-4495	189	32	.	.	PUNCT
ajsts-4495	190	1	as	as	ADP
ajsts-4495	190	2	a	a	DET
ajsts-4495	190	3	rule	rule	NOUN
ajsts-4495	190	4	,	,	PUNCT
ajsts-4495	190	5	the	the	PRON
ajsts-4495	190	6	closer	close	ADV
ajsts-4495	190	7	the	the	DET
ajsts-4495	190	8	dots	dot	NOUN
ajsts-4495	190	9	are	be	AUX
ajsts-4495	190	10	to	to	ADP
ajsts-4495	190	11	the	the	DET
ajsts-4495	190	12	red	red	ADJ
ajsts-4495	190	13	dotted	dot	VERB
ajsts-4495	190	14	line	line	NOUN
ajsts-4495	190	15	,	,	PUNCT
ajsts-4495	190	16	the	the	PRON
ajsts-4495	190	17	better	well	ADJ
ajsts-4495	190	18	the	the	DET
ajsts-4495	190	19	model	model	NOUN
ajsts-4495	190	20	performance	performance	NOUN
ajsts-4495	190	21	in	in	ADP
ajsts-4495	190	22	predicting	predict	VERB
ajsts-4495	190	23	the	the	DET
ajsts-4495	190	24	values	value	NOUN
ajsts-4495	190	25	from	from	ADP
ajsts-4495	190	26	the	the	DET
ajsts-4495	190	27	second	second	ADJ
ajsts-4495	190	28	array	array	NOUN
ajsts-4495	190	29	.	.	PUNCT
ajsts-4495	191	1	the	the	DET
ajsts-4495	191	2	analysis	analysis	NOUN
ajsts-4495	191	3	of	of	ADP
ajsts-4495	191	4	the	the	DET
ajsts-4495	191	5	random	random	ADJ
ajsts-4495	191	6	forest	forest	NOUN
ajsts-4495	191	7	classifier	classifier	NOUN
ajsts-4495	191	8	for	for	ADP
ajsts-4495	191	9	the	the	DET
ajsts-4495	191	10	target	target	NOUN
ajsts-4495	191	11	task	task	NOUN
ajsts-4495	191	12	demonstrates	demonstrate	VERB
ajsts-4495	191	13	the	the	DET
ajsts-4495	191	14	high	high	ADJ
ajsts-4495	191	15	accuracy	accuracy	NOUN
ajsts-4495	191	16	of	of	ADP
ajsts-4495	191	17	predicting	predict	VERB
ajsts-4495	191	18	the	the	DET
ajsts-4495	191	19	success	success	NOUN
ajsts-4495	191	20	of	of	ADP
ajsts-4495	191	21	the	the	DET
ajsts-4495	191	22	given	give	VERB
ajsts-4495	191	23	task	task	NOUN
ajsts-4495	191	24	,	,	PUNCT
ajsts-4495	191	25	as	as	ADV
ajsts-4495	191	26	well	well	ADV
ajsts-4495	191	27	as	as	ADP
ajsts-4495	191	28	high	high	ADJ
ajsts-4495	191	29	precision	precision	NOUN
ajsts-4495	191	30	by	by	ADP
ajsts-4495	191	31	achieving	achieve	VERB
ajsts-4495	191	32	values	value	NOUN
ajsts-4495	191	33	of	of	ADP
ajsts-4495	191	34	recall	recall	NOUN
ajsts-4495	191	35	and	and	CCONJ
ajsts-4495	191	36	f1	f1	NOUN
ajsts-4495	191	37	-	-	PUNCT
ajsts-4495	191	38	scores	score	NOUN
ajsts-4495	191	39	for	for	ADP
ajsts-4495	191	40	the	the	DET
ajsts-4495	191	41	“	"	PUNCT
ajsts-4495	191	42	failed	fail	VERB
ajsts-4495	191	43	”	"	PUNCT
ajsts-4495	191	44	pa	pa	PROPN
ajsts-4495	191	45	ge	ge	PROPN
ajsts-4495	191	46	56	56	NUM
ajsts-4495	191	47	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	191	48	am	be	AUX
ajsts-4495	191	49	.	.	PUNCT
ajsts-4495	192	1	j.	j.	PROPN
ajsts-4495	192	2	smart	smart	PROPN
ajsts-4495	192	3	.	.	PUNCT
ajsts-4495	193	1	technol	technol	PROPN
ajsts-4495	193	2	.	.	PUNCT
ajsts-4495	193	3	solutions	solution	NOUN
ajsts-4495	193	4	4(1	4(1	NOUN
ajsts-4495	193	5	)	)	PUNCT
ajsts-4495	193	6	49	49	NUM
ajsts-4495	193	7	-	-	SYM
ajsts-4495	193	8	58	58	NUM
ajsts-4495	193	9	,	,	PUNCT
ajsts-4495	193	10	2025	2025	NUM
ajsts-4495	193	11	and	and	CCONJ
ajsts-4495	193	12	“	"	PUNCT
ajsts-4495	193	13	successful	successful	ADJ
ajsts-4495	193	14	”	"	PUNCT
ajsts-4495	193	15	classes	class	NOUN
ajsts-4495	193	16	.	.	PUNCT
ajsts-4495	194	1	from	from	ADP
ajsts-4495	194	2	the	the	DET
ajsts-4495	194	3	confusion	confusion	NOUN
ajsts-4495	194	4	matrix	matrix	NOUN
ajsts-4495	194	5	,	,	PUNCT
ajsts-4495	194	6	there	there	PRON
ajsts-4495	194	7	is	be	VERB
ajsts-4495	194	8	no	no	DET
ajsts-4495	194	9	false	false	ADJ
ajsts-4495	194	10	positive	positive	ADJ
ajsts-4495	194	11	and	and	CCONJ
ajsts-4495	194	12	false	false	ADJ
ajsts-4495	194	13	negative	negative	ADJ
ajsts-4495	194	14	results	result	NOUN
ajsts-4495	194	15	,	,	PUNCT
ajsts-4495	194	16	thus	thus	ADV
ajsts-4495	194	17	the	the	DET
ajsts-4495	194	18	classification	classification	NOUN
ajsts-4495	194	19	is	be	AUX
ajsts-4495	194	20	clear	clear	ADJ
ajsts-4495	194	21	(	(	PUNCT
ajsts-4495	194	22	figure	figure	NOUN
ajsts-4495	194	23	5	5	NUM
ajsts-4495	194	24	)	)	PUNCT
ajsts-4495	194	25	.	.	PUNCT
ajsts-4495	195	1	heat	heat	NOUN
ajsts-4495	195	2	map	map	NOUN
ajsts-4495	195	3	of	of	ADP
ajsts-4495	195	4	the	the	DET
ajsts-4495	195	5	confusion	confusion	NOUN
ajsts-4495	195	6	matrix	matrix	NOUN
ajsts-4495	195	7	also	also	ADV
ajsts-4495	195	8	supports	support	VERB
ajsts-4495	195	9	the	the	DET
ajsts-4495	195	10	fact	fact	NOUN
ajsts-4495	195	11	that	that	SCONJ
ajsts-4495	195	12	the	the	DET
ajsts-4495	195	13	classifier	classifier	NOUN
ajsts-4495	195	14	has	have	AUX
ajsts-4495	195	15	rightly	rightly	ADV
ajsts-4495	195	16	separated	separate	VERB
ajsts-4495	195	17	the	the	DET
ajsts-4495	195	18	successful	successful	ADJ
ajsts-4495	195	19	and	and	CCONJ
ajsts-4495	195	20	the	the	DET
ajsts-4495	195	21	failed	fail	VERB
ajsts-4495	195	22	tasks	task	NOUN
ajsts-4495	195	23	while	while	SCONJ
ajsts-4495	195	24	analyzing	analyze	VERB
ajsts-4495	195	25	that	that	SCONJ
ajsts-4495	195	26	the	the	DET
ajsts-4495	195	27	class	class	NOUN
ajsts-4495	195	28	selected	select	VERB
ajsts-4495	195	29	by	by	ADP
ajsts-4495	195	30	the	the	DET
ajsts-4495	195	31	model	model	NOUN
ajsts-4495	195	32	corresponds	correspond	VERB
ajsts-4495	195	33	to	to	ADP
ajsts-4495	195	34	the	the	DET
ajsts-4495	195	35	actual	actual	ADJ
ajsts-4495	195	36	result	result	NOUN
ajsts-4495	195	37	of	of	ADP
ajsts-4495	195	38	the	the	DET
ajsts-4495	195	39	task	task	NOUN
ajsts-4495	195	40	.	.	PUNCT
ajsts-4495	196	1	figure	figure	NOUN
ajsts-4495	196	2	4	4	NUM
ajsts-4495	196	3	:	:	PUNCT
ajsts-4495	196	4	robot	robot	NOUN
ajsts-4495	196	5	tool	tool	NOUN
ajsts-4495	196	6	positions	position	NOUN
ajsts-4495	196	7	over	over	ADP
ajsts-4495	196	8	time	time	NOUN
ajsts-4495	196	9	figure	figure	NOUN
ajsts-4495	196	10	5	5	NUM
ajsts-4495	196	11	:	:	PUNCT
ajsts-4495	196	12	confusion	confusion	NOUN
ajsts-4495	196	13	matrix	matrix	NOUN
ajsts-4495	196	14	for	for	ADP
ajsts-4495	196	15	random	random	ADJ
ajsts-4495	196	16	forest	forest	NOUN
ajsts-4495	196	17	classifier	classifier	NOUN
ajsts-4495	196	18	:	:	PUNCT
ajsts-4495	196	19	task	task	PROPN
ajsts-4495	196	20	success	success	NOUN
ajsts-4495	196	21	prediction	prediction	NOUN
ajsts-4495	196	22	the	the	DET
ajsts-4495	196	23	findings	finding	NOUN
ajsts-4495	196	24	of	of	ADP
ajsts-4495	196	25	the	the	DET
ajsts-4495	196	26	analysis	analysis	NOUN
ajsts-4495	196	27	also	also	ADV
ajsts-4495	196	28	show	show	VERB
ajsts-4495	196	29	a	a	DET
ajsts-4495	196	30	good	good	ADJ
ajsts-4495	196	31	evaluation	evaluation	NOUN
ajsts-4495	196	32	of	of	ADP
ajsts-4495	196	33	such	such	ADJ
ajsts-4495	196	34	models	model	NOUN
ajsts-4495	196	35	across	across	ADP
ajsts-4495	196	36	the	the	DET
ajsts-4495	196	37	various	various	ADJ
ajsts-4495	196	38	models	model	NOUN
ajsts-4495	196	39	employed	employ	VERB
ajsts-4495	196	40	in	in	ADP
ajsts-4495	196	41	this	this	DET
ajsts-4495	196	42	study	study	NOUN
ajsts-4495	196	43	.	.	PUNCT
ajsts-4495	197	1	the	the	DET
ajsts-4495	197	2	results	result	NOUN
ajsts-4495	197	3	given	give	VERB
ajsts-4495	197	4	by	by	ADP
ajsts-4495	197	5	the	the	DET
ajsts-4495	197	6	regression	regression	NOUN
ajsts-4495	197	7	model	model	NOUN
ajsts-4495	197	8	were	be	AUX
ajsts-4495	197	9	found	find	VERB
ajsts-4495	197	10	to	to	PART
ajsts-4495	197	11	have	have	VERB
ajsts-4495	197	12	an	an	DET
ajsts-4495	197	13	rmse	rmse	NOUN
ajsts-4495	197	14	of	of	ADP
ajsts-4495	197	15	0.00091	0.00091	NUM
ajsts-4495	197	16	,	,	PUNCT
ajsts-4495	197	17	which	which	PRON
ajsts-4495	197	18	indicates	indicate	VERB
ajsts-4495	197	19	very	very	ADV
ajsts-4495	197	20	accurate	accurate	ADJ
ajsts-4495	197	21	estimates	estimate	NOUN
ajsts-4495	197	22	of	of	ADP
ajsts-4495	197	23	task	task	NOUN
ajsts-4495	197	24	completion	completion	NOUN
ajsts-4495	197	25	time	time	NOUN
ajsts-4495	197	26	.	.	PUNCT
ajsts-4495	198	1	logistic	logistic	ADJ
ajsts-4495	198	2	regression	regression	NOUN
ajsts-4495	198	3	model	model	NOUN
ajsts-4495	198	4	yielded	yield	VERB
ajsts-4495	198	5	99.36	99.36	NUM
ajsts-4495	198	6	%	%	NOUN
ajsts-4495	198	7	accuracy	accuracy	NOUN
ajsts-4495	198	8	and	and	CCONJ
ajsts-4495	198	9	every	every	DET
ajsts-4495	198	10	time	time	NOUN
ajsts-4495	198	11	it	it	PRON
ajsts-4495	198	12	gave	give	VERB
ajsts-4495	198	13	only	only	ADV
ajsts-4495	198	14	31	31	NUM
ajsts-4495	198	15	wrong	wrong	ADJ
ajsts-4495	198	16	results	result	NOUN
ajsts-4495	198	17	when	when	SCONJ
ajsts-4495	198	18	the	the	DET
ajsts-4495	198	19	task	task	NOUN
ajsts-4495	198	20	was	be	AUX
ajsts-4495	198	21	successful	successful	ADJ
ajsts-4495	198	22	and	and	CCONJ
ajsts-4495	198	23	it	it	PRON
ajsts-4495	198	24	said	say	VERB
ajsts-4495	198	25	no	no	INTJ
ajsts-4495	198	26	to	to	ADP
ajsts-4495	198	27	just	just	ADV
ajsts-4495	198	28	4	4	NUM
ajsts-4495	198	29	successful	successful	ADJ
ajsts-4495	198	30	task	task	NOUN
ajsts-4495	198	31	,	,	PUNCT
ajsts-4495	198	32	proving	prove	VERB
ajsts-4495	198	33	itself	itself	PRON
ajsts-4495	198	34	right	right	ADV
ajsts-4495	198	35	in	in	ADP
ajsts-4495	198	36	the	the	DET
ajsts-4495	198	37	prediction	prediction	NOUN
ajsts-4495	198	38	.	.	PUNCT
ajsts-4495	199	1	according	accord	VERB
ajsts-4495	199	2	to	to	ADP
ajsts-4495	199	3	the	the	DET
ajsts-4495	199	4	k	k	NOUN
ajsts-4495	199	5	-	-	PUNCT
ajsts-4495	199	6	means	mean	VERB
ajsts-4495	199	7	clustering	clustering	NOUN
ajsts-4495	199	8	model	model	NOUN
ajsts-4495	199	9	,	,	PUNCT
ajsts-4495	199	10	there	there	PRON
ajsts-4495	199	11	are	be	VERB
ajsts-4495	199	12	three	three	NUM
ajsts-4495	199	13	distinct	distinct	ADJ
ajsts-4495	199	14	tasks	task	NOUN
ajsts-4495	199	15	related	relate	VERB
ajsts-4495	199	16	to	to	ADP
ajsts-4495	199	17	robot	robot	NOUN
ajsts-4495	199	18	movements	movement	NOUN
ajsts-4495	199	19	and	and	CCONJ
ajsts-4495	199	20	its	its	PRON
ajsts-4495	199	21	behaviors	behavior	NOUN
ajsts-4495	199	22	during	during	ADP
ajsts-4495	199	23	the	the	DET
ajsts-4495	199	24	completion	completion	NOUN
ajsts-4495	199	25	of	of	ADP
ajsts-4495	199	26	tasks	task	NOUN
ajsts-4495	199	27	.	.	PUNCT
ajsts-4495	200	1	the	the	DET
ajsts-4495	200	2	current	current	ADJ
ajsts-4495	200	3	trend	trend	NOUN
ajsts-4495	200	4	specified	specify	VERB
ajsts-4495	200	5	that	that	SCONJ
ajsts-4495	200	6	most	most	ADJ
ajsts-4495	200	7	of	of	ADP
ajsts-4495	200	8	the	the	DET
ajsts-4495	200	9	tasks	task	NOUN
ajsts-4495	200	10	were	be	AUX
ajsts-4495	200	11	categorized	categorize	VERB
ajsts-4495	200	12	under	under	ADP
ajsts-4495	200	13	the	the	DET
ajsts-4495	200	14	cluster	cluster	NOUN
ajsts-4495	200	15	1	1	NUM
ajsts-4495	200	16	and	and	CCONJ
ajsts-4495	201	1	the	the	DET
ajsts-4495	201	2	second	second	ADJ
ajsts-4495	201	3	one	one	NUM
ajsts-4495	201	4	being	be	AUX
ajsts-4495	201	5	the	the	DET
ajsts-4495	201	6	cluster	cluster	NOUN
ajsts-4495	201	7	0	0	PUNCT
ajsts-4495	201	8	while	while	SCONJ
ajsts-4495	201	9	a	a	DET
ajsts-4495	201	10	few	few	ADJ
ajsts-4495	201	11	came	come	VERB
ajsts-4495	201	12	under	under	ADP
ajsts-4495	201	13	the	the	DET
ajsts-4495	201	14	cluster	cluster	NOUN
ajsts-4495	201	15	2	2	NUM
ajsts-4495	201	16	.	.	PUNCT
ajsts-4495	202	1	these	these	DET
ajsts-4495	202	2	results	result	NOUN
ajsts-4495	202	3	point	point	VERB
ajsts-4495	202	4	out	out	ADP
ajsts-4495	202	5	the	the	DET
ajsts-4495	202	6	capacity	capacity	NOUN
ajsts-4495	202	7	of	of	ADP
ajsts-4495	202	8	the	the	DET
ajsts-4495	202	9	models	model	NOUN
ajsts-4495	202	10	to	to	PART
ajsts-4495	202	11	sort	sort	VERB
ajsts-4495	202	12	task	task	NOUN
ajsts-4495	202	13	behaviors	behavior	NOUN
ajsts-4495	202	14	properly	properly	ADV
ajsts-4495	202	15	as	as	ADV
ajsts-4495	202	16	well	well	ADV
ajsts-4495	202	17	as	as	ADP
ajsts-4495	202	18	capable	capable	ADJ
ajsts-4495	202	19	of	of	ADP
ajsts-4495	202	20	estimating	estimate	VERB
ajsts-4495	202	21	the	the	DET
ajsts-4495	202	22	time	time	NOUN
ajsts-4495	202	23	and	and	CCONJ
ajsts-4495	202	24	the	the	DET
ajsts-4495	202	25	performance	performance	NOUN
ajsts-4495	202	26	rate	rate	NOUN
ajsts-4495	202	27	of	of	ADP
ajsts-4495	202	28	the	the	DET
ajsts-4495	202	29	tasks	task	NOUN
ajsts-4495	202	30	to	to	PART
ajsts-4495	202	31	be	be	AUX
ajsts-4495	202	32	completed	complete	VERB
ajsts-4495	202	33	.	.	PUNCT
ajsts-4495	203	1	pca	pca	PROPN
ajsts-4495	203	2	was	be	AUX
ajsts-4495	203	3	useful	useful	ADJ
ajsts-4495	203	4	to	to	PART
ajsts-4495	203	5	reduce	reduce	VERB
ajsts-4495	203	6	the	the	DET
ajsts-4495	203	7	robot	robot	NOUN
ajsts-4495	203	8	movement	movement	PROPN
ajsts-4495	203	9	data	datum	NOUN
ajsts-4495	203	10	which	which	PRON
ajsts-4495	203	11	contains	contain	VERB
ajsts-4495	203	12	proportional	proportional	ADJ
ajsts-4495	203	13	joint	joint	ADJ
ajsts-4495	203	14	positions	position	NOUN
ajsts-4495	203	15	and	and	CCONJ
ajsts-4495	203	16	velocities	velocity	NOUN
ajsts-4495	203	17	to	to	ADP
ajsts-4495	203	18	two	two	NUM
ajsts-4495	203	19	dimensions	dimension	NOUN
ajsts-4495	203	20	while	while	SCONJ
ajsts-4495	203	21	keeping	keep	VERB
ajsts-4495	203	22	vital	vital	ADJ
ajsts-4495	203	23	data	datum	NOUN
ajsts-4495	203	24	.	.	PUNCT
ajsts-4495	204	1	an	an	DET
ajsts-4495	204	2	explanation	explanation	NOUN
ajsts-4495	204	3	of	of	ADP
ajsts-4495	204	4	the	the	DET
ajsts-4495	204	5	results	result	NOUN
ajsts-4495	204	6	using	use	VERB
ajsts-4495	204	7	color	color	NOUN
ajsts-4495	204	8	labeling	labeling	NOUN
ajsts-4495	204	9	of	of	ADP
ajsts-4495	204	10	the	the	DET
ajsts-4495	204	11	interaction	interaction	NOUN
ajsts-4495	204	12	depicted	depict	VERB
ajsts-4495	204	13	the	the	DET
ajsts-4495	204	14	relationship	relationship	NOUN
ajsts-4495	204	15	between	between	ADP
ajsts-4495	204	16	the	the	DET
ajsts-4495	204	17	success	success	NOUN
ajsts-4495	204	18	of	of	ADP
ajsts-4495	204	19	tasks	task	NOUN
ajsts-4495	204	20	and	and	CCONJ
ajsts-4495	204	21	a	a	DET
ajsts-4495	204	22	shape	shape	NOUN
ajsts-4495	204	23	of	of	ADP
ajsts-4495	204	24	robot	robot	NOUN
ajsts-4495	204	25	movements	movement	NOUN
ajsts-4495	204	26	,	,	PUNCT
ajsts-4495	204	27	where	where	SCONJ
ajsts-4495	204	28	two	two	NUM
ajsts-4495	204	29	primary	primary	ADJ
ajsts-4495	204	30	components	component	NOUN
ajsts-4495	204	31	selected	select	VERB
ajsts-4495	204	32	were	be	AUX
ajsts-4495	204	33	indicative	indicative	ADJ
ajsts-4495	204	34	of	of	ADP
ajsts-4495	204	35	the	the	DET
ajsts-4495	204	36	greatest	great	ADJ
ajsts-4495	204	37	variation	variation	NOUN
ajsts-4495	204	38	in	in	ADP
ajsts-4495	204	39	the	the	DET
ajsts-4495	204	40	data	datum	NOUN
ajsts-4495	204	41	,	,	PUNCT
ajsts-4495	204	42	thus	thus	ADV
ajsts-4495	204	43	pointing	point	VERB
ajsts-4495	204	44	at	at	ADP
ajsts-4495	204	45	key	key	ADJ
ajsts-4495	204	46	aspects	aspect	NOUN
ajsts-4495	204	47	in	in	ADP
ajsts-4495	204	48	the	the	DET
ajsts-4495	204	49	accomplishment	accomplishment	NOUN
ajsts-4495	204	50	pa	pa	PROPN
ajsts-4495	204	51	ge	ge	PROPN
ajsts-4495	204	52	57	57	NUM
ajsts-4495	204	53	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	204	54	am	be	AUX
ajsts-4495	204	55	.	.	PUNCT
ajsts-4495	205	1	j.	j.	PROPN
ajsts-4495	205	2	smart	smart	PROPN
ajsts-4495	205	3	.	.	PUNCT
ajsts-4495	206	1	technol	technol	PROPN
ajsts-4495	206	2	.	.	PUNCT
ajsts-4495	206	3	solutions	solution	NOUN
ajsts-4495	206	4	4(1	4(1	NOUN
ajsts-4495	206	5	)	)	PUNCT
ajsts-4495	206	6	49	49	NUM
ajsts-4495	206	7	-	-	SYM
ajsts-4495	206	8	58	58	NUM
ajsts-4495	206	9	,	,	PUNCT
ajsts-4495	206	10	2025	2025	NUM
ajsts-4495	206	11	of	of	ADP
ajsts-4495	206	12	tasks	task	NOUN
ajsts-4495	206	13	.	.	PUNCT
ajsts-4495	207	1	effective	effective	ADJ
ajsts-4495	207	2	clustering	clustering	NOUN
ajsts-4495	207	3	of	of	ADP
ajsts-4495	207	4	the	the	DET
ajsts-4495	207	5	task	task	NOUN
ajsts-4495	207	6	into	into	ADP
ajsts-4495	207	7	groups	group	NOUN
ajsts-4495	207	8	was	be	AUX
ajsts-4495	207	9	done	do	VERB
ajsts-4495	207	10	by	by	ADP
ajsts-4495	207	11	k	k	NOUN
ajsts-4495	207	12	-	-	PUNCT
ajsts-4495	207	13	means	means	NOUN
ajsts-4495	207	14	by	by	ADP
ajsts-4495	207	15	using	use	VERB
ajsts-4495	207	16	the	the	DET
ajsts-4495	207	17	movements	movement	NOUN
ajsts-4495	207	18	of	of	ADP
ajsts-4495	207	19	the	the	DET
ajsts-4495	207	20	robot	robot	NOUN
ajsts-4495	207	21	along	along	ADP
ajsts-4495	207	22	with	with	ADP
ajsts-4495	207	23	the	the	DET
ajsts-4495	207	24	time	time	NOUN
ajsts-4495	207	25	taken	take	VERB
ajsts-4495	207	26	to	to	PART
ajsts-4495	207	27	complete	complete	VERB
ajsts-4495	207	28	the	the	DET
ajsts-4495	207	29	tasks	task	NOUN
ajsts-4495	207	30	as	as	ADP
ajsts-4495	207	31	features	feature	NOUN
ajsts-4495	207	32	and	and	CCONJ
ajsts-4495	207	33	the	the	DET
ajsts-4495	207	34	aim	aim	NOUN
ajsts-4495	207	35	was	be	AUX
ajsts-4495	207	36	to	to	PART
ajsts-4495	207	37	try	try	AUX
ajsts-4495	207	38	consider	consider	VERB
ajsts-4495	207	39	to	to	PART
ajsts-4495	207	40	identify	identify	VERB
ajsts-4495	207	41	the	the	DET
ajsts-4495	207	42	patterns	pattern	NOUN
ajsts-4495	207	43	in	in	ADP
ajsts-4495	207	44	task	task	NOUN
ajsts-4495	207	45	performance	performance	NOUN
ajsts-4495	207	46	and	and	CCONJ
ajsts-4495	207	47	the	the	DET
ajsts-4495	207	48	robot	robot	NOUN
ajsts-4495	207	49	activity	activity	NOUN
ajsts-4495	207	50	pattern	pattern	NOUN
ajsts-4495	207	51	.	.	PUNCT
ajsts-4495	208	1	random	random	ADJ
ajsts-4495	208	2	forest	forest	NOUN
ajsts-4495	208	3	regressor	regressor	NOUN
ajsts-4495	208	4	algorithm	algorithm	PROPN
ajsts-4495	208	5	received	receive	VERB
ajsts-4495	208	6	an	an	DET
ajsts-4495	208	7	mae	mae	PROPN
ajsts-4495	208	8	of	of	ADP
ajsts-4495	208	9	6.74e+08	6.74e+08	NUM
ajsts-4495	208	10	which	which	PRON
ajsts-4495	208	11	is	be	AUX
ajsts-4495	208	12	slightly	slightly	ADV
ajsts-4495	208	13	better	well	ADJ
ajsts-4495	208	14	compared	compare	VERB
ajsts-4495	208	15	to	to	ADP
ajsts-4495	208	16	linear	linear	ADJ
ajsts-4495	208	17	regression	regression	NOUN
ajsts-4495	208	18	but	but	CCONJ
ajsts-4495	208	19	there	there	PRON
ajsts-4495	208	20	is	be	VERB
ajsts-4495	208	21	a	a	DET
ajsts-4495	208	22	scope	scope	NOUN
ajsts-4495	208	23	of	of	ADP
ajsts-4495	208	24	further	further	ADJ
ajsts-4495	208	25	enhancement	enhancement	NOUN
ajsts-4495	208	26	in	in	ADP
ajsts-4495	208	27	the	the	DET
ajsts-4495	208	28	model	model	NOUN
ajsts-4495	208	29	.	.	PUNCT
ajsts-4495	209	1	this	this	PRON
ajsts-4495	209	2	could	could	AUX
ajsts-4495	209	3	be	be	AUX
ajsts-4495	209	4	further	far	ADV
ajsts-4495	209	5	substantiated	substantiate	VERB
ajsts-4495	209	6	when	when	SCONJ
ajsts-4495	209	7	observing	observe	VERB
ajsts-4495	209	8	the	the	DET
ajsts-4495	209	9	scatter	scatter	NOUN
ajsts-4495	209	10	plot	plot	NOUN
ajsts-4495	209	11	which	which	PRON
ajsts-4495	209	12	depicted	depict	VERB
ajsts-4495	209	13	the	the	DET
ajsts-4495	209	14	real	real	ADJ
ajsts-4495	209	15	and	and	CCONJ
ajsts-4495	209	16	predicted	predict	VERB
ajsts-4495	209	17	task	task	NOUN
ajsts-4495	209	18	completion	completion	NOUN
ajsts-4495	209	19	time	time	NOUN
ajsts-4495	209	20	;	;	PUNCT
ajsts-4495	209	21	the	the	DET
ajsts-4495	209	22	points	point	NOUN
ajsts-4495	209	23	were	be	AUX
ajsts-4495	209	24	positioned	position	VERB
ajsts-4495	209	25	closely	closely	ADV
ajsts-4495	209	26	to	to	ADP
ajsts-4495	209	27	the	the	DET
ajsts-4495	209	28	red	red	ADJ
ajsts-4495	209	29	dashed	dash	VERB
ajsts-4495	209	30	line	line	NOUN
ajsts-4495	209	31	,	,	PUNCT
ajsts-4495	209	32	which	which	PRON
ajsts-4495	209	33	validates	validate	VERB
ajsts-4495	209	34	accurate	accurate	ADJ
ajsts-4495	209	35	predictive	predictive	ADJ
ajsts-4495	209	36	ability	ability	NOUN
ajsts-4495	209	37	of	of	ADP
ajsts-4495	209	38	the	the	DET
ajsts-4495	209	39	model	model	NOUN
ajsts-4495	209	40	.	.	PUNCT
ajsts-4495	210	1	last	last	ADJ
ajsts-4495	210	2	but	but	CCONJ
ajsts-4495	210	3	not	not	PART
ajsts-4495	210	4	the	the	DET
ajsts-4495	210	5	least	least	ADJ
ajsts-4495	210	6	,	,	PUNCT
ajsts-4495	210	7	the	the	DET
ajsts-4495	210	8	proposed	propose	VERB
ajsts-4495	210	9	model	model	NOUN
ajsts-4495	210	10	of	of	ADP
ajsts-4495	210	11	random	random	ADJ
ajsts-4495	210	12	forest	forest	NOUN
ajsts-4495	210	13	classifier	classifier	NOUN
ajsts-4495	210	14	has	have	AUX
ajsts-4495	210	15	given	give	VERB
ajsts-4495	210	16	100	100	NUM
ajsts-4495	210	17	percent	percent	NOUN
ajsts-4495	210	18	accuracy	accuracy	NOUN
ajsts-4495	210	19	in	in	ADP
ajsts-4495	210	20	terms	term	NOUN
ajsts-4495	210	21	of	of	ADP
ajsts-4495	210	22	prediction	prediction	NOUN
ajsts-4495	210	23	of	of	ADP
ajsts-4495	210	24	the	the	DET
ajsts-4495	210	25	task	task	NOUN
ajsts-4495	210	26	success	success	NOUN
ajsts-4495	210	27	as	as	SCONJ
ajsts-4495	210	28	reflected	reflect	VERB
ajsts-4495	210	29	for	for	ADP
ajsts-4495	210	30	its	its	PRON
ajsts-4495	210	31	accuracy	accuracy	NOUN
ajsts-4495	210	32	measure	measure	NOUN
ajsts-4495	210	33	from	from	ADP
ajsts-4495	210	34	the	the	DET
ajsts-4495	210	35	confusion	confusion	NOUN
ajsts-4495	210	36	matrix	matrix	NOUN
ajsts-4495	210	37	with	with	ADP
ajsts-4495	210	38	no	no	DET
ajsts-4495	210	39	false	false	ADJ
ajsts-4495	210	40	positive	positive	ADJ
ajsts-4495	210	41	as	as	ADV
ajsts-4495	210	42	well	well	ADV
ajsts-4495	210	43	as	as	ADP
ajsts-4495	210	44	false	false	ADJ
ajsts-4495	210	45	negative	negative	ADJ
ajsts-4495	210	46	values	value	NOUN
ajsts-4495	210	47	.	.	PUNCT
ajsts-4495	211	1	figure	figure	VERB
ajsts-4495	211	2	6	6	NUM
ajsts-4495	211	3	:	:	PUNCT
ajsts-4495	211	4	pca	pca	PROPN
ajsts-4495	211	5	of	of	ADP
ajsts-4495	211	6	robot	robot	PROPN
ajsts-4495	211	7	movement	movement	PROPN
ajsts-4495	211	8	data	data	VERB
ajsts-4495	211	9	conclusions	conclusion	NOUN
ajsts-4495	211	10	the	the	DET
ajsts-4495	211	11	findings	finding	NOUN
ajsts-4495	211	12	of	of	ADP
ajsts-4495	211	13	this	this	DET
ajsts-4495	211	14	study	study	NOUN
ajsts-4495	211	15	suggest	suggest	VERB
ajsts-4495	211	16	that	that	SCONJ
ajsts-4495	211	17	ai	ai	ADJ
ajsts-4495	211	18	-	-	PUNCT
ajsts-4495	211	19	driven	drive	VERB
ajsts-4495	211	20	automation	automation	NOUN
ajsts-4495	211	21	has	have	VERB
ajsts-4495	211	22	the	the	DET
ajsts-4495	211	23	potential	potential	NOUN
ajsts-4495	211	24	to	to	PART
ajsts-4495	211	25	redefine	redefine	VERB
ajsts-4495	211	26	how	how	SCONJ
ajsts-4495	211	27	businesses	business	NOUN
ajsts-4495	211	28	operate	operate	VERB
ajsts-4495	211	29	,	,	PUNCT
ajsts-4495	211	30	offering	offer	VERB
ajsts-4495	211	31	significant	significant	ADJ
ajsts-4495	211	32	improvements	improvement	NOUN
ajsts-4495	211	33	in	in	ADP
ajsts-4495	211	34	efficiency	efficiency	NOUN
ajsts-4495	211	35	,	,	PUNCT
ajsts-4495	211	36	decision	decision	NOUN
ajsts-4495	211	37	-	-	PUNCT
ajsts-4495	211	38	making	making	NOUN
ajsts-4495	211	39	,	,	PUNCT
ajsts-4495	211	40	and	and	CCONJ
ajsts-4495	211	41	overall	overall	ADJ
ajsts-4495	211	42	performance	performance	NOUN
ajsts-4495	211	43	.	.	PUNCT
ajsts-4495	212	1	however	however	ADV
ajsts-4495	212	2	,	,	PUNCT
ajsts-4495	212	3	the	the	DET
ajsts-4495	212	4	broader	broad	ADJ
ajsts-4495	212	5	implications	implication	NOUN
ajsts-4495	212	6	of	of	ADP
ajsts-4495	212	7	ai	ai	PRON
ajsts-4495	212	8	automation	automation	NOUN
ajsts-4495	212	9	extend	extend	VERB
ajsts-4495	212	10	far	far	ADV
ajsts-4495	212	11	beyond	beyond	ADP
ajsts-4495	212	12	efficiency	efficiency	NOUN
ajsts-4495	212	13	and	and	CCONJ
ajsts-4495	212	14	cost	cost	NOUN
ajsts-4495	212	15	-	-	PUNCT
ajsts-4495	212	16	cutting	cutting	NOUN
ajsts-4495	212	17	.	.	PUNCT
ajsts-4495	213	1	as	as	SCONJ
ajsts-4495	213	2	organizations	organization	NOUN
ajsts-4495	213	3	adopt	adopt	VERB
ajsts-4495	213	4	ai	ai	VERB
ajsts-4495	213	5	technologies	technology	NOUN
ajsts-4495	213	6	,	,	PUNCT
ajsts-4495	213	7	they	they	PRON
ajsts-4495	213	8	must	must	AUX
ajsts-4495	213	9	also	also	ADV
ajsts-4495	213	10	consider	consider	VERB
ajsts-4495	213	11	the	the	DET
ajsts-4495	213	12	societal	societal	ADJ
ajsts-4495	213	13	and	and	CCONJ
ajsts-4495	213	14	workforce	workforce	NOUN
ajsts-4495	213	15	transformations	transformation	NOUN
ajsts-4495	213	16	that	that	PRON
ajsts-4495	213	17	accompany	accompany	VERB
ajsts-4495	213	18	these	these	DET
ajsts-4495	213	19	advancements	advancement	NOUN
ajsts-4495	213	20	.	.	PUNCT
ajsts-4495	214	1	ai	ai	VERB
ajsts-4495	214	2	is	be	AUX
ajsts-4495	214	3	poised	poise	VERB
ajsts-4495	214	4	to	to	PART
ajsts-4495	214	5	disrupt	disrupt	VERB
ajsts-4495	214	6	traditional	traditional	ADJ
ajsts-4495	214	7	business	business	NOUN
ajsts-4495	214	8	models	model	NOUN
ajsts-4495	214	9	,	,	PUNCT
ajsts-4495	214	10	and	and	CCONJ
ajsts-4495	214	11	its	its	PRON
ajsts-4495	214	12	integration	integration	NOUN
ajsts-4495	214	13	into	into	ADP
ajsts-4495	214	14	business	business	NOUN
ajsts-4495	214	15	operations	operation	NOUN
ajsts-4495	214	16	is	be	AUX
ajsts-4495	214	17	likely	likely	ADJ
ajsts-4495	214	18	to	to	PART
ajsts-4495	214	19	result	result	VERB
ajsts-4495	214	20	in	in	ADP
ajsts-4495	214	21	both	both	CCONJ
ajsts-4495	214	22	positive	positive	ADJ
ajsts-4495	214	23	and	and	CCONJ
ajsts-4495	214	24	negative	negative	ADJ
ajsts-4495	214	25	outcomes	outcome	NOUN
ajsts-4495	214	26	.	.	PUNCT
ajsts-4495	215	1	while	while	SCONJ
ajsts-4495	215	2	ai	ai	NOUN
ajsts-4495	215	3	-	-	PUNCT
ajsts-4495	215	4	driven	drive	VERB
ajsts-4495	215	5	automation	automation	NOUN
ajsts-4495	215	6	offers	offer	VERB
ajsts-4495	215	7	significant	significant	ADJ
ajsts-4495	215	8	benefits	benefit	NOUN
ajsts-4495	215	9	,	,	PUNCT
ajsts-4495	215	10	such	such	ADJ
ajsts-4495	215	11	as	as	ADP
ajsts-4495	215	12	enhanced	enhanced	ADJ
ajsts-4495	215	13	operational	operational	ADJ
ajsts-4495	215	14	efficiency	efficiency	NOUN
ajsts-4495	215	15	and	and	CCONJ
ajsts-4495	215	16	the	the	DET
ajsts-4495	215	17	ability	ability	NOUN
ajsts-4495	215	18	to	to	PART
ajsts-4495	215	19	perform	perform	VERB
ajsts-4495	215	20	complex	complex	ADJ
ajsts-4495	215	21	tasks	task	NOUN
ajsts-4495	215	22	with	with	ADP
ajsts-4495	215	23	minimal	minimal	ADJ
ajsts-4495	215	24	human	human	ADJ
ajsts-4495	215	25	intervention	intervention	NOUN
ajsts-4495	215	26	,	,	PUNCT
ajsts-4495	215	27	it	it	PRON
ajsts-4495	215	28	also	also	ADV
ajsts-4495	215	29	introduces	introduce	VERB
ajsts-4495	215	30	challenges	challenge	NOUN
ajsts-4495	215	31	that	that	PRON
ajsts-4495	215	32	can	can	AUX
ajsts-4495	215	33	not	not	PART
ajsts-4495	215	34	be	be	AUX
ajsts-4495	215	35	ignored	ignore	VERB
ajsts-4495	215	36	.	.	PUNCT
ajsts-4495	216	1	the	the	DET
ajsts-4495	216	2	widespread	widespread	ADJ
ajsts-4495	216	3	adoption	adoption	NOUN
ajsts-4495	216	4	of	of	ADP
ajsts-4495	216	5	ai	ai	NOUN
ajsts-4495	216	6	is	be	AUX
ajsts-4495	216	7	likely	likely	ADJ
ajsts-4495	216	8	to	to	PART
ajsts-4495	216	9	lead	lead	VERB
ajsts-4495	216	10	to	to	ADP
ajsts-4495	216	11	workforce	workforce	PROPN
ajsts-4495	216	12	displacement	displacement	NOUN
ajsts-4495	216	13	,	,	PUNCT
ajsts-4495	216	14	as	as	SCONJ
ajsts-4495	216	15	traditional	traditional	ADJ
ajsts-4495	216	16	roles	role	NOUN
ajsts-4495	216	17	are	be	AUX
ajsts-4495	216	18	replaced	replace	VERB
ajsts-4495	216	19	by	by	ADP
ajsts-4495	216	20	intelligent	intelligent	ADJ
ajsts-4495	216	21	systems	system	NOUN
ajsts-4495	216	22	capable	capable	ADJ
ajsts-4495	216	23	of	of	ADP
ajsts-4495	216	24	performing	perform	VERB
ajsts-4495	216	25	repetitive	repetitive	ADJ
ajsts-4495	216	26	and	and	CCONJ
ajsts-4495	216	27	cognitively	cognitively	ADV
ajsts-4495	216	28	demanding	demanding	ADJ
ajsts-4495	216	29	tasks	task	NOUN
ajsts-4495	216	30	.	.	PUNCT
ajsts-4495	217	1	in	in	ADP
ajsts-4495	217	2	this	this	DET
ajsts-4495	217	3	context	context	NOUN
ajsts-4495	217	4	,	,	PUNCT
ajsts-4495	217	5	organizations	organization	NOUN
ajsts-4495	217	6	must	must	AUX
ajsts-4495	217	7	proactively	proactively	ADV
ajsts-4495	217	8	address	address	VERB
ajsts-4495	217	9	workforce	workforce	NOUN
ajsts-4495	217	10	transitions	transition	NOUN
ajsts-4495	217	11	by	by	ADP
ajsts-4495	217	12	reskilling	reskille	VERB
ajsts-4495	217	13	and	and	CCONJ
ajsts-4495	217	14	upskilling	upskille	VERB
ajsts-4495	217	15	their	their	PRON
ajsts-4495	217	16	employees	employee	NOUN
ajsts-4495	217	17	to	to	PART
ajsts-4495	217	18	take	take	VERB
ajsts-4495	217	19	on	on	ADP
ajsts-4495	217	20	more	more	ADV
ajsts-4495	217	21	strategic	strategic	ADJ
ajsts-4495	217	22	,	,	PUNCT
ajsts-4495	217	23	creative	creative	ADJ
ajsts-4495	217	24	,	,	PUNCT
ajsts-4495	217	25	and	and	CCONJ
ajsts-4495	217	26	decision	decision	NOUN
ajsts-4495	217	27	-	-	PUNCT
ajsts-4495	217	28	making	make	VERB
ajsts-4495	217	29	roles	role	NOUN
ajsts-4495	217	30	that	that	PRON
ajsts-4495	217	31	complement	complement	VERB
ajsts-4495	217	32	ai	ai	ADJ
ajsts-4495	217	33	systems	system	NOUN
ajsts-4495	217	34	.	.	PUNCT
ajsts-4495	218	1	furthermore	furthermore	ADV
ajsts-4495	218	2	,	,	PUNCT
ajsts-4495	218	3	ethical	ethical	ADJ
ajsts-4495	218	4	concerns	concern	NOUN
ajsts-4495	218	5	surrounding	surround	VERB
ajsts-4495	218	6	ai	ai	VERB
ajsts-4495	218	7	,	,	PUNCT
ajsts-4495	218	8	such	such	ADJ
ajsts-4495	218	9	as	as	ADP
ajsts-4495	218	10	data	data	NOUN
ajsts-4495	218	11	privacy	privacy	NOUN
ajsts-4495	218	12	,	,	PUNCT
ajsts-4495	218	13	algorithmic	algorithmic	ADJ
ajsts-4495	218	14	biases	bias	NOUN
ajsts-4495	218	15	,	,	PUNCT
ajsts-4495	218	16	and	and	CCONJ
ajsts-4495	218	17	transparency	transparency	NOUN
ajsts-4495	218	18	,	,	PUNCT
ajsts-4495	218	19	must	must	AUX
ajsts-4495	218	20	be	be	AUX
ajsts-4495	218	21	carefully	carefully	ADV
ajsts-4495	218	22	considered	consider	VERB
ajsts-4495	218	23	.	.	PUNCT
ajsts-4495	219	1	businesses	business	NOUN
ajsts-4495	219	2	must	must	AUX
ajsts-4495	219	3	implement	implement	VERB
ajsts-4495	219	4	ethical	ethical	ADJ
ajsts-4495	219	5	guidelines	guideline	NOUN
ajsts-4495	219	6	to	to	PART
ajsts-4495	219	7	ensure	ensure	VERB
ajsts-4495	219	8	that	that	SCONJ
ajsts-4495	219	9	ai	ai	PROPN
ajsts-4495	219	10	technologies	technology	NOUN
ajsts-4495	219	11	are	be	AUX
ajsts-4495	219	12	used	use	VERB
ajsts-4495	219	13	responsibly	responsibly	ADV
ajsts-4495	219	14	,	,	PUNCT
ajsts-4495	219	15	with	with	ADP
ajsts-4495	219	16	a	a	DET
ajsts-4495	219	17	focus	focus	NOUN
ajsts-4495	219	18	on	on	ADP
ajsts-4495	219	19	minimizing	minimize	VERB
ajsts-4495	219	20	negative	negative	ADJ
ajsts-4495	219	21	societal	societal	ADJ
ajsts-4495	219	22	impacts	impact	NOUN
ajsts-4495	219	23	.	.	PUNCT
ajsts-4495	220	1	in	in	ADP
ajsts-4495	220	2	addition	addition	NOUN
ajsts-4495	220	3	to	to	ADP
ajsts-4495	220	4	the	the	DET
ajsts-4495	220	5	workforce	workforce	NOUN
ajsts-4495	220	6	implications	implication	NOUN
ajsts-4495	220	7	,	,	PUNCT
ajsts-4495	220	8	the	the	DET
ajsts-4495	220	9	societal	societal	ADJ
ajsts-4495	220	10	impact	impact	NOUN
ajsts-4495	220	11	of	of	ADP
ajsts-4495	220	12	ai	ai	NOUN
ajsts-4495	220	13	automation	automation	NOUN
ajsts-4495	220	14	is	be	AUX
ajsts-4495	220	15	another	another	DET
ajsts-4495	220	16	crucial	crucial	ADJ
ajsts-4495	220	17	aspect	aspect	NOUN
ajsts-4495	220	18	that	that	PRON
ajsts-4495	220	19	requires	require	VERB
ajsts-4495	220	20	attention	attention	NOUN
ajsts-4495	220	21	.	.	PUNCT
ajsts-4495	221	1	as	as	SCONJ
ajsts-4495	221	2	ai	ai	PROPN
ajsts-4495	221	3	continues	continue	VERB
ajsts-4495	221	4	to	to	PART
ajsts-4495	221	5	transform	transform	VERB
ajsts-4495	221	6	industries	industry	NOUN
ajsts-4495	221	7	,	,	PUNCT
ajsts-4495	221	8	businesses	business	NOUN
ajsts-4495	221	9	must	must	AUX
ajsts-4495	221	10	ensure	ensure	VERB
ajsts-4495	221	11	that	that	SCONJ
ajsts-4495	221	12	their	their	PRON
ajsts-4495	221	13	adoption	adoption	NOUN
ajsts-4495	221	14	of	of	ADP
ajsts-4495	221	15	ai	ai	PROPN
ajsts-4495	221	16	technologies	technology	NOUN
ajsts-4495	221	17	benefits	benefit	NOUN
ajsts-4495	221	18	not	not	PART
ajsts-4495	221	19	only	only	ADV
ajsts-4495	221	20	their	their	PRON
ajsts-4495	221	21	internal	internal	ADJ
ajsts-4495	221	22	operations	operation	NOUN
ajsts-4495	221	23	but	but	CCONJ
ajsts-4495	221	24	also	also	ADV
ajsts-4495	221	25	contributes	contribute	VERB
ajsts-4495	221	26	to	to	ADP
ajsts-4495	221	27	positive	positive	ADJ
ajsts-4495	221	28	societal	societal	ADJ
ajsts-4495	221	29	change	change	NOUN
ajsts-4495	221	30	.	.	PUNCT
ajsts-4495	222	1	this	this	PRON
ajsts-4495	222	2	includes	include	VERB
ajsts-4495	222	3	ensuring	ensure	VERB
ajsts-4495	222	4	that	that	SCONJ
ajsts-4495	222	5	ai	ai	PROPN
ajsts-4495	222	6	technologies	technology	NOUN
ajsts-4495	222	7	are	be	AUX
ajsts-4495	222	8	deployed	deploy	VERB
ajsts-4495	222	9	in	in	ADP
ajsts-4495	222	10	ways	way	NOUN
ajsts-4495	222	11	that	that	PRON
ajsts-4495	222	12	promote	promote	VERB
ajsts-4495	222	13	fairness	fairness	NOUN
ajsts-4495	222	14	,	,	PUNCT
ajsts-4495	222	15	inclusivity	inclusivity	NOUN
ajsts-4495	222	16	,	,	PUNCT
ajsts-4495	222	17	and	and	CCONJ
ajsts-4495	222	18	sustainability	sustainability	NOUN
ajsts-4495	222	19	.	.	PUNCT
ajsts-4495	223	1	the	the	DET
ajsts-4495	223	2	integration	integration	NOUN
ajsts-4495	223	3	of	of	ADP
ajsts-4495	223	4	ai	ai	VERB
ajsts-4495	223	5	into	into	ADP
ajsts-4495	223	6	business	business	NOUN
ajsts-4495	223	7	operations	operation	NOUN
ajsts-4495	223	8	can	can	AUX
ajsts-4495	223	9	also	also	ADV
ajsts-4495	223	10	raise	raise	VERB
ajsts-4495	223	11	concerns	concern	NOUN
ajsts-4495	223	12	about	about	ADP
ajsts-4495	223	13	data	datum	NOUN
ajsts-4495	223	14	privacy	privacy	NOUN
ajsts-4495	223	15	,	,	PUNCT
ajsts-4495	223	16	security	security	NOUN
ajsts-4495	223	17	,	,	PUNCT
ajsts-4495	223	18	and	and	CCONJ
ajsts-4495	223	19	the	the	DET
ajsts-4495	223	20	ethical	ethical	ADJ
ajsts-4495	223	21	use	use	NOUN
ajsts-4495	223	22	of	of	ADP
ajsts-4495	223	23	customer	customer	NOUN
ajsts-4495	223	24	data	datum	NOUN
ajsts-4495	223	25	,	,	PUNCT
ajsts-4495	223	26	which	which	PRON
ajsts-4495	223	27	businesses	business	NOUN
ajsts-4495	223	28	must	must	AUX
ajsts-4495	223	29	address	address	VERB
ajsts-4495	223	30	through	through	ADP
ajsts-4495	223	31	transparent	transparent	ADJ
ajsts-4495	223	32	policies	policy	NOUN
ajsts-4495	223	33	and	and	CCONJ
ajsts-4495	223	34	governance	governance	NOUN
ajsts-4495	223	35	frameworks	framework	NOUN
ajsts-4495	223	36	.	.	PUNCT
ajsts-4495	224	1	the	the	DET
ajsts-4495	224	2	paper	paper	NOUN
ajsts-4495	224	3	concludes	conclude	VERB
ajsts-4495	224	4	by	by	ADP
ajsts-4495	224	5	offering	offer	VERB
ajsts-4495	224	6	strategic	strategic	ADJ
ajsts-4495	224	7	recommendations	recommendation	NOUN
ajsts-4495	224	8	for	for	SCONJ
ajsts-4495	224	9	businesses	business	NOUN
ajsts-4495	224	10	to	to	PART
ajsts-4495	224	11	navigate	navigate	VERB
ajsts-4495	224	12	these	these	DET
ajsts-4495	224	13	challenges	challenge	NOUN
ajsts-4495	224	14	and	and	CCONJ
ajsts-4495	224	15	maximize	maximize	VERB
ajsts-4495	224	16	the	the	DET
ajsts-4495	224	17	potential	potential	NOUN
ajsts-4495	224	18	of	of	ADP
ajsts-4495	224	19	ai	ai	NOUN
ajsts-4495	224	20	.	.	PUNCT
ajsts-4495	225	1	future	future	ADJ
ajsts-4495	225	2	research	research	NOUN
ajsts-4495	225	3	should	should	AUX
ajsts-4495	225	4	focus	focus	VERB
ajsts-4495	225	5	on	on	ADP
ajsts-4495	225	6	exploring	explore	VERB
ajsts-4495	225	7	the	the	DET
ajsts-4495	225	8	long	long	ADJ
ajsts-4495	225	9	-	-	PUNCT
ajsts-4495	225	10	term	term	NOUN
ajsts-4495	225	11	societal	societal	ADJ
ajsts-4495	225	12	impacts	impact	NOUN
ajsts-4495	225	13	of	of	ADP
ajsts-4495	225	14	ai	ai	PRON
ajsts-4495	225	15	automation	automation	NOUN
ajsts-4495	225	16	,	,	PUNCT
ajsts-4495	225	17	particularly	particularly	ADV
ajsts-4495	225	18	in	in	ADP
ajsts-4495	225	19	areas	area	NOUN
ajsts-4495	225	20	such	such	ADJ
ajsts-4495	225	21	as	as	ADP
ajsts-4495	225	22	employment	employment	NOUN
ajsts-4495	225	23	,	,	PUNCT
ajsts-4495	225	24	privacy	privacy	NOUN
ajsts-4495	225	25	,	,	PUNCT
ajsts-4495	225	26	and	and	CCONJ
ajsts-4495	225	27	the	the	DET
ajsts-4495	225	28	ethical	ethical	ADJ
ajsts-4495	225	29	deployment	deployment	NOUN
ajsts-4495	225	30	of	of	ADP
ajsts-4495	225	31	ai	ai	NOUN
ajsts-4495	225	32	in	in	ADP
ajsts-4495	225	33	business	business	NOUN
ajsts-4495	225	34	settings	setting	NOUN
ajsts-4495	225	35	.	.	PUNCT
ajsts-4495	226	1	additionally	additionally	ADV
ajsts-4495	226	2	,	,	PUNCT
ajsts-4495	226	3	as	as	SCONJ
ajsts-4495	226	4	ai	ai	PROPN
ajsts-4495	226	5	technologies	technology	NOUN
ajsts-4495	226	6	continue	continue	VERB
ajsts-4495	226	7	to	to	PART
ajsts-4495	226	8	evolve	evolve	VERB
ajsts-4495	226	9	,	,	PUNCT
ajsts-4495	226	10	there	there	PRON
ajsts-4495	226	11	is	be	VERB
ajsts-4495	226	12	a	a	DET
ajsts-4495	226	13	need	need	NOUN
ajsts-4495	226	14	for	for	SCONJ
ajsts-4495	226	15	ongoing	ongoing	ADJ
ajsts-4495	226	16	research	research	NOUN
ajsts-4495	226	17	into	into	ADP
ajsts-4495	226	18	best	good	ADJ
ajsts-4495	226	19	practices	practice	NOUN
ajsts-4495	226	20	for	for	ADP
ajsts-4495	226	21	integrating	integrate	VERB
ajsts-4495	226	22	ai	ai	VERB
ajsts-4495	226	23	into	into	ADP
ajsts-4495	226	24	various	various	ADJ
ajsts-4495	226	25	sectors	sector	NOUN
ajsts-4495	226	26	,	,	PUNCT
ajsts-4495	226	27	ensuring	ensure	VERB
ajsts-4495	226	28	that	that	SCONJ
ajsts-4495	226	29	businesses	business	NOUN
ajsts-4495	226	30	can	can	AUX
ajsts-4495	226	31	remain	remain	VERB
ajsts-4495	226	32	competitive	competitive	ADJ
ajsts-4495	226	33	while	while	SCONJ
ajsts-4495	226	34	fostering	foster	VERB
ajsts-4495	226	35	responsible	responsible	ADJ
ajsts-4495	226	36	innovation	innovation	NOUN
ajsts-4495	226	37	.	.	PUNCT
ajsts-4495	227	1	ultimately	ultimately	ADV
ajsts-4495	227	2	,	,	PUNCT
ajsts-4495	227	3	ai	ai	AUX
ajsts-4495	227	4	automation	automation	NOUN
ajsts-4495	227	5	holds	hold	VERB
ajsts-4495	227	6	the	the	DET
ajsts-4495	227	7	promise	promise	NOUN
ajsts-4495	227	8	of	of	ADP
ajsts-4495	227	9	transforming	transform	VERB
ajsts-4495	227	10	business	business	NOUN
ajsts-4495	227	11	operations	operation	NOUN
ajsts-4495	227	12	,	,	PUNCT
ajsts-4495	227	13	but	but	CCONJ
ajsts-4495	227	14	its	its	PRON
ajsts-4495	227	15	adoption	adoption	NOUN
ajsts-4495	227	16	must	must	AUX
ajsts-4495	227	17	be	be	AUX
ajsts-4495	227	18	carefully	carefully	ADV
ajsts-4495	227	19	managed	manage	VERB
ajsts-4495	227	20	to	to	PART
ajsts-4495	227	21	ensure	ensure	VERB
ajsts-4495	227	22	that	that	SCONJ
ajsts-4495	227	23	it	it	PRON
ajsts-4495	227	24	delivers	deliver	VERB
ajsts-4495	227	25	long	long	ADJ
ajsts-4495	227	26	-	-	PUNCT
ajsts-4495	227	27	term	term	NOUN
ajsts-4495	227	28	value	value	NOUN
ajsts-4495	227	29	to	to	ADP
ajsts-4495	227	30	both	both	DET
ajsts-4495	227	31	organizations	organization	NOUN
ajsts-4495	227	32	and	and	CCONJ
ajsts-4495	227	33	society	society	NOUN
ajsts-4495	227	34	as	as	ADP
ajsts-4495	227	35	a	a	DET
ajsts-4495	227	36	whole	whole	NOUN
ajsts-4495	227	37	.	.	PUNCT
ajsts-4495	228	1	pa	pa	PROPN
ajsts-4495	228	2	ge	ge	PROPN
ajsts-4495	228	3	58	58	NUM
ajsts-4495	228	4	https://journals.e-palli.com/home/index.php/ajsts	https://journals.e-palli.com/home/index.php/ajst	NOUN
ajsts-4495	228	5	am	be	AUX
ajsts-4495	228	6	.	.	PUNCT
ajsts-4495	229	1	j.	j.	PROPN
ajsts-4495	229	2	smart	smart	PROPN
ajsts-4495	229	3	.	.	PUNCT
ajsts-4495	230	1	technol	technol	PROPN
ajsts-4495	230	2	.	.	PUNCT
ajsts-4495	230	3	solutions	solution	NOUN
ajsts-4495	230	4	4(1	4(1	NOUN
ajsts-4495	230	5	)	)	PUNCT
ajsts-4495	230	6	49	49	NUM
ajsts-4495	230	7	-	-	SYM
ajsts-4495	230	8	58	58	NUM
ajsts-4495	230	9	,	,	PUNCT
ajsts-4495	230	10	2025	2025	NUM
ajsts-4495	230	11	references	reference	NOUN
ajsts-4495	230	12	armenta	armenta	PROPN
ajsts-4495	230	13	,	,	PUNCT
ajsts-4495	230	14	s.	s.	PROPN
ajsts-4495	230	15	(	(	PUNCT
ajsts-4495	230	16	2017	2017	NUM
ajsts-4495	230	17	)	)	PUNCT
ajsts-4495	230	18	.	.	PUNCT
ajsts-4495	231	1	artificial	artificial	ADJ
ajsts-4495	231	2	intelligence	intelligence	NOUN
ajsts-4495	231	3	and	and	CCONJ
ajsts-4495	231	4	human	human	ADJ
ajsts-4495	231	5	resources	resource	NOUN
ajsts-4495	231	6	:	:	PUNCT
ajsts-4495	231	7	applications	application	NOUN
ajsts-4495	231	8	,	,	PUNCT
ajsts-4495	231	9	opportunities	opportunity	NOUN
ajsts-4495	231	10	,	,	PUNCT
ajsts-4495	231	11	and	and	CCONJ
ajsts-4495	231	12	challenges	challenge	NOUN
ajsts-4495	231	13	.	.	PUNCT
ajsts-4495	232	1	journal	journal	NOUN
ajsts-4495	232	2	of	of	ADP
ajsts-4495	232	3	business	business	NOUN
ajsts-4495	232	4	research	research	NOUN
ajsts-4495	232	5	,	,	PUNCT
ajsts-4495	232	6	15(3	15(3	NUM
ajsts-4495	232	7	)	)	PUNCT
ajsts-4495	232	8	,	,	PUNCT
ajsts-4495	232	9	243	243	NUM
ajsts-4495	232	10	-	-	SYM
ajsts-4495	232	11	252	252	NUM
ajsts-4495	232	12	.	.	PUNCT
ajsts-4495	233	1	avasarala	avasarala	NOUN
ajsts-4495	233	2	,	,	PUNCT
ajsts-4495	233	3	v.	v.	PROPN
ajsts-4495	233	4	(	(	PUNCT
ajsts-4495	233	5	2020	2020	NUM
ajsts-4495	233	6	)	)	PUNCT
ajsts-4495	233	7	.	.	PUNCT
ajsts-4495	234	1	robotic	robotic	ADJ
ajsts-4495	234	2	process	process	NOUN
ajsts-4495	234	3	automation	automation	NOUN
ajsts-4495	234	4	:	:	PUNCT
ajsts-4495	234	5	the	the	DET
ajsts-4495	234	6	next	next	ADJ
ajsts-4495	234	7	generation	generation	NOUN
ajsts-4495	234	8	workforce	workforce	PROPN
ajsts-4495	234	9	.	.	PUNCT
ajsts-4495	235	1	springer	springer	NOUN
ajsts-4495	235	2	.	.	PUNCT
ajsts-4495	236	1	avasarala	avasarala	PROPN
ajsts-4495	236	2	,	,	PUNCT
ajsts-4495	236	3	v.	v.	PROPN
ajsts-4495	236	4	(	(	PUNCT
ajsts-4495	236	5	2020	2020	NUM
ajsts-4495	236	6	)	)	PUNCT
ajsts-4495	236	7	.	.	PUNCT
ajsts-4495	237	1	robotic	robotic	ADJ
ajsts-4495	237	2	process	process	NOUN
ajsts-4495	237	3	automation	automation	NOUN
ajsts-4495	237	4	:	:	PUNCT
ajsts-4495	237	5	the	the	DET
ajsts-4495	237	6	next	next	ADJ
ajsts-4495	237	7	generation	generation	NOUN
ajsts-4495	237	8	workforce	workforce	PROPN
ajsts-4495	237	9	.	.	PUNCT
ajsts-4495	238	1	springer	springer	NOUN
ajsts-4495	238	2	.	.	PUNCT
ajsts-4495	239	1	brynjolfsson	brynjolfsson	PROPN
ajsts-4495	239	2	,	,	PUNCT
ajsts-4495	239	3	e.	e.	PROPN
ajsts-4495	239	4	,	,	PUNCT
ajsts-4495	239	5	&	&	CCONJ
ajsts-4495	239	6	mcafee	mcafee	PROPN
ajsts-4495	239	7	,	,	PUNCT
ajsts-4495	239	8	a.	a.	NOUN
ajsts-4495	239	9	(	(	PUNCT
ajsts-4495	239	10	2014	2014	NUM
ajsts-4495	239	11	)	)	PUNCT
ajsts-4495	239	12	.	.	PUNCT
ajsts-4495	240	1	the	the	DET
ajsts-4495	240	2	second	second	ADJ
ajsts-4495	240	3	machine	machine	NOUN
ajsts-4495	240	4	age	age	NOUN
ajsts-4495	240	5	:	:	PUNCT
ajsts-4495	240	6	work	work	NOUN
ajsts-4495	240	7	,	,	PUNCT
ajsts-4495	240	8	progress	progress	NOUN
ajsts-4495	240	9	,	,	PUNCT
ajsts-4495	240	10	and	and	CCONJ
ajsts-4495	240	11	prosperity	prosperity	NOUN
ajsts-4495	240	12	in	in	ADP
ajsts-4495	240	13	a	a	DET
ajsts-4495	240	14	time	time	NOUN
ajsts-4495	240	15	of	of	ADP
ajsts-4495	240	16	brilliant	brilliant	ADJ
ajsts-4495	240	17	technologies	technology	NOUN
ajsts-4495	240	18	.	.	PUNCT
ajsts-4495	241	1	ww	ww	PROPN
ajsts-4495	241	2	norton	norton	PROPN
ajsts-4495	241	3	&	&	CCONJ
ajsts-4495	241	4	company	company	PROPN
ajsts-4495	241	5	.	.	PUNCT
ajsts-4495	242	1	choi	choi	NOUN
ajsts-4495	242	2	,	,	PUNCT
ajsts-4495	242	3	t.	t.	PROPN
ajsts-4495	242	4	y.	y.	PROPN
ajsts-4495	242	5	,	,	PUNCT
ajsts-4495	242	6	wallace	wallace	PROPN
ajsts-4495	242	7	,	,	PUNCT
ajsts-4495	242	8	s.	s.	PROPN
ajsts-4495	242	9	w.	w.	PROPN
ajsts-4495	242	10	,	,	PUNCT
ajsts-4495	242	11	&	&	CCONJ
ajsts-4495	242	12	wang	wang	PROPN
ajsts-4495	242	13	,	,	PUNCT
ajsts-4495	242	14	y.	y.	PROPN
ajsts-4495	242	15	(	(	PUNCT
ajsts-4495	242	16	2018	2018	NUM
ajsts-4495	242	17	)	)	PUNCT
ajsts-4495	242	18	.	.	PUNCT
ajsts-4495	243	1	supply	supply	NOUN
ajsts-4495	243	2	chain	chain	NOUN
ajsts-4495	243	3	analytics	analytic	NOUN
ajsts-4495	243	4	:	:	PUNCT
ajsts-4495	243	5	a	a	DET
ajsts-4495	243	6	framework	framework	NOUN
ajsts-4495	243	7	for	for	ADP
ajsts-4495	243	8	understanding	understand	VERB
ajsts-4495	243	9	business	business	NOUN
ajsts-4495	243	10	operations	operation	NOUN
ajsts-4495	243	11	.	.	PUNCT
ajsts-4495	244	1	journal	journal	NOUN
ajsts-4495	244	2	of	of	ADP
ajsts-4495	244	3	business	business	NOUN
ajsts-4495	244	4	logistics	logistic	NOUN
ajsts-4495	244	5	,	,	PUNCT
ajsts-4495	244	6	39(1	39(1	NUM
ajsts-4495	244	7	)	)	PUNCT
ajsts-4495	244	8	,	,	PUNCT
ajsts-4495	244	9	1	1	NUM
ajsts-4495	244	10	-	-	SYM
ajsts-4495	244	11	16	16	NUM
ajsts-4495	244	12	.	.	PUNCT
ajsts-4495	245	1	chui	chui	PROPN
ajsts-4495	245	2	,	,	PUNCT
ajsts-4495	245	3	m.	m.	NOUN
ajsts-4495	245	4	,	,	PUNCT
ajsts-4495	245	5	manyika	manyika	INTJ
ajsts-4495	245	6	,	,	PUNCT
ajsts-4495	245	7	j.	j.	PROPN
ajsts-4495	245	8	,	,	PUNCT
ajsts-4495	245	9	miremadi	miremadi	PROPN
ajsts-4495	245	10	,	,	PUNCT
ajsts-4495	245	11	m.	m.	NOUN
ajsts-4495	245	12	,	,	PUNCT
ajsts-4495	245	13	henke	henke	PROPN
ajsts-4495	245	14	,	,	PUNCT
ajsts-4495	245	15	n.	n.	PROPN
ajsts-4495	245	16	,	,	PUNCT
ajsts-4495	245	17	chung	chung	PROPN
ajsts-4495	245	18	,	,	PUNCT
ajsts-4495	245	19	r.	r.	PROPN
ajsts-4495	245	20	,	,	PUNCT
ajsts-4495	245	21	nel	nel	PROPN
ajsts-4495	245	22	,	,	PUNCT
ajsts-4495	245	23	p.	p.	PROPN
ajsts-4495	245	24	,	,	PUNCT
ajsts-4495	245	25	&	&	CCONJ
ajsts-4495	245	26	malhotra	malhotra	PROPN
ajsts-4495	245	27	,	,	PUNCT
ajsts-4495	245	28	s.	s.	PROPN
ajsts-4495	245	29	(	(	PUNCT
ajsts-4495	245	30	2018	2018	NUM
ajsts-4495	245	31	)	)	PUNCT
ajsts-4495	245	32	.	.	PUNCT
ajsts-4495	246	1	notes	note	NOUN
ajsts-4495	246	2	from	from	ADP
ajsts-4495	246	3	the	the	DET
ajsts-4495	246	4	ai	ai	PROPN
ajsts-4495	246	5	frontier	frontier	NOUN
ajsts-4495	246	6	:	:	PUNCT
ajsts-4495	246	7	insights	insight	NOUN
ajsts-4495	246	8	from	from	ADP
ajsts-4495	246	9	hundreds	hundred	NOUN
ajsts-4495	246	10	of	of	ADP
ajsts-4495	246	11	use	use	NOUN
ajsts-4495	246	12	cases	case	NOUN
ajsts-4495	246	13	.	.	PUNCT
ajsts-4495	247	1	mckinsey	mckinsey	PROPN
ajsts-4495	247	2	global	global	PROPN
ajsts-4495	247	3	institute	institute	PROPN
ajsts-4495	247	4	,	,	PUNCT
ajsts-4495	247	5	2(267	2(267	PROPN
ajsts-4495	247	6	)	)	PUNCT
ajsts-4495	247	7	,	,	PUNCT
ajsts-4495	247	8	1	1	NUM
ajsts-4495	247	9	-	-	SYM
ajsts-4495	247	10	31	31	NUM
ajsts-4495	247	11	.	.	PUNCT
ajsts-4495	248	1	hossain	hossain	PROPN
ajsts-4495	248	2	,	,	PUNCT
ajsts-4495	248	3	s.	s.	PROPN
ajsts-4495	248	4	,	,	PUNCT
ajsts-4495	248	5	&	&	CCONJ
ajsts-4495	248	6	nur	nur	VERB
ajsts-4495	248	7	,	,	PUNCT
ajsts-4495	248	8	t.	t.	PROPN
ajsts-4495	248	9	i.	i.	PROPN
ajsts-4495	248	10	(	(	PUNCT
ajsts-4495	248	11	2024	2024	NUM
ajsts-4495	248	12	)	)	PUNCT
ajsts-4495	248	13	.	.	PUNCT
ajsts-4495	248	14	gear	gear	VERB
ajsts-4495	248	15	up	up	ADP
ajsts-4495	248	16	for	for	ADP
ajsts-4495	248	17	safety	safety	NOUN
ajsts-4495	248	18	:	:	PUNCT
ajsts-4495	248	19	investing	invest	VERB
ajsts-4495	248	20	in	in	ADP
ajsts-4495	248	21	a	a	DET
ajsts-4495	248	22	new	new	ADJ
ajsts-4495	248	23	automotive	automotive	ADJ
ajsts-4495	248	24	future	future	NOUN
ajsts-4495	248	25	in	in	ADP
ajsts-4495	248	26	china	china	PROPN
ajsts-4495	248	27	.	.	PUNCT
ajsts-4495	249	1	finance	finance	PROPN
ajsts-4495	249	2	&	&	CCONJ
ajsts-4495	249	3	accounting	accounting	PROPN
ajsts-4495	249	4	research	research	PROPN
ajsts-4495	249	5	journal	journal	PROPN
ajsts-4495	249	6	,	,	PUNCT
ajsts-4495	249	7	6(5	6(5	NUM
ajsts-4495	249	8	)	)	PUNCT
ajsts-4495	249	9	,	,	PUNCT
ajsts-4495	249	10	731	731	NUM
ajsts-4495	249	11	-	-	SYM
ajsts-4495	249	12	746	746	NUM
ajsts-4495	249	13	.	.	PUNCT
ajsts-4495	250	1	hossain	hossain	PROPN
ajsts-4495	250	2	,	,	PUNCT
ajsts-4495	250	3	s.	s.	PROPN
ajsts-4495	250	4	,	,	PUNCT
ajsts-4495	250	5	akon	akon	PROPN
ajsts-4495	250	6	,	,	PUNCT
ajsts-4495	250	7	t.	t.	PROPN
ajsts-4495	250	8	,	,	PUNCT
ajsts-4495	250	9	&	&	CCONJ
ajsts-4495	250	10	hena	hena	PROPN
ajsts-4495	250	11	,	,	PUNCT
ajsts-4495	250	12	h.	h.	PROPN
ajsts-4495	250	13	(	(	PUNCT
ajsts-4495	250	14	2024	2024	NUM
ajsts-4495	250	15	)	)	PUNCT
ajsts-4495	250	16	.	.	PUNCT
ajsts-4495	251	1	do	do	AUX
ajsts-4495	251	2	creative	creative	ADJ
ajsts-4495	251	3	companies	company	NOUN
ajsts-4495	251	4	pay	pay	VERB
ajsts-4495	251	5	higher	high	ADJ
ajsts-4495	251	6	wages	wage	NOUN
ajsts-4495	251	7	?	?	PUNCT
ajsts-4495	252	1	micro	micro	ADJ
ajsts-4495	252	2	-	-	NOUN
ajsts-4495	252	3	level	level	ADJ
ajsts-4495	252	4	evidence	evidence	NOUN
ajsts-4495	252	5	from	from	ADP
ajsts-4495	252	6	bangladesh	bangladesh	PROPN
ajsts-4495	252	7	.	.	PUNCT
ajsts-4495	253	1	finance	finance	PROPN
ajsts-4495	253	2	&	&	CCONJ
ajsts-4495	253	3	accounting	accounting	PROPN
ajsts-4495	253	4	research	research	PROPN
ajsts-4495	253	5	journal	journal	PROPN
ajsts-4495	253	6	,	,	PUNCT
ajsts-4495	253	7	6(10	6(10	NUM
ajsts-4495	253	8	)	)	PUNCT
ajsts-4495	253	9	,	,	PUNCT
ajsts-4495	253	10	1724	1724	NUM
ajsts-4495	253	11	-	-	SYM
ajsts-4495	253	12	1745	1745	NUM
ajsts-4495	253	13	.	.	PUNCT
ajsts-4495	254	1	huang	huang	PROPN
ajsts-4495	254	2	,	,	PUNCT
ajsts-4495	254	3	m.	m.	PROPN
ajsts-4495	254	4	h.	h.	PROPN
ajsts-4495	254	5	,	,	PUNCT
ajsts-4495	254	6	&	&	CCONJ
ajsts-4495	254	7	rust	rust	PROPN
ajsts-4495	254	8	,	,	PUNCT
ajsts-4495	254	9	r.	r.	PROPN
ajsts-4495	254	10	t.	t.	PROPN
ajsts-4495	254	11	(	(	PUNCT
ajsts-4495	254	12	2022	2022	NUM
ajsts-4495	254	13	)	)	PUNCT
ajsts-4495	254	14	.	.	PUNCT
ajsts-4495	255	1	a	a	DET
ajsts-4495	255	2	framework	framework	NOUN
ajsts-4495	255	3	for	for	ADP
ajsts-4495	255	4	collaborative	collaborative	ADJ
ajsts-4495	255	5	artificial	artificial	ADJ
ajsts-4495	255	6	intelligence	intelligence	NOUN
ajsts-4495	255	7	in	in	ADP
ajsts-4495	255	8	marketing	marketing	NOUN
ajsts-4495	255	9	.	.	PUNCT
ajsts-4495	256	1	journal	journal	NOUN
ajsts-4495	256	2	of	of	ADP
ajsts-4495	256	3	retailing	retailing	NOUN
ajsts-4495	256	4	,	,	PUNCT
ajsts-4495	256	5	98(2	98(2	NUM
ajsts-4495	256	6	)	)	PUNCT
ajsts-4495	256	7	,	,	PUNCT
ajsts-4495	256	8	209	209	NUM
ajsts-4495	256	9	-	-	SYM
ajsts-4495	256	10	223	223	NUM
ajsts-4495	256	11	.	.	PUNCT
ajsts-4495	257	1	huang	huang	PROPN
ajsts-4495	257	2	,	,	PUNCT
ajsts-4495	257	3	m.	m.	PROPN
ajsts-4495	257	4	h.	h.	PROPN
ajsts-4495	257	5	,	,	PUNCT
ajsts-4495	257	6	&	&	CCONJ
ajsts-4495	257	7	rust	rust	PROPN
ajsts-4495	257	8	,	,	PUNCT
ajsts-4495	257	9	r.	r.	PROPN
ajsts-4495	257	10	t.	t.	PROPN
ajsts-4495	257	11	(	(	PUNCT
ajsts-4495	257	12	2022	2022	NUM
ajsts-4495	257	13	)	)	PUNCT
ajsts-4495	257	14	.	.	PUNCT
ajsts-4495	258	1	a	a	DET
ajsts-4495	258	2	framework	framework	NOUN
ajsts-4495	258	3	for	for	ADP
ajsts-4495	258	4	collaborative	collaborative	ADJ
ajsts-4495	258	5	artificial	artificial	ADJ
ajsts-4495	258	6	intelligence	intelligence	NOUN
ajsts-4495	258	7	in	in	ADP
ajsts-4495	258	8	marketing	marketing	NOUN
ajsts-4495	258	9	.	.	PUNCT
ajsts-4495	259	1	journal	journal	NOUN
ajsts-4495	259	2	of	of	ADP
ajsts-4495	259	3	retailing	retailing	NOUN
ajsts-4495	259	4	,	,	PUNCT
ajsts-4495	259	5	98(2	98(2	NUM
ajsts-4495	259	6	)	)	PUNCT
ajsts-4495	259	7	,	,	PUNCT
ajsts-4495	259	8	209	209	NUM
ajsts-4495	259	9	-	-	SYM
ajsts-4495	259	10	223	223	NUM
ajsts-4495	259	11	.	.	PUNCT
ajsts-4495	260	1	nakib	nakib	NOUN
ajsts-4495	260	2	,	,	PUNCT
ajsts-4495	260	3	a.	a.	NOUN
ajsts-4495	260	4	m.	m.	NOUN
ajsts-4495	260	5	,	,	PUNCT
ajsts-4495	260	6	khan	khan	PROPN
ajsts-4495	260	7	,	,	PUNCT
ajsts-4495	260	8	p.	p.	PROPN
ajsts-4495	260	9	,	,	PUNCT
ajsts-4495	260	10	ullah	ullah	PROPN
ajsts-4495	260	11	,	,	PUNCT
ajsts-4495	260	12	m.	m.	NOUN
ajsts-4495	260	13	m.	m.	NOUN
ajsts-4495	260	14	,	,	PUNCT
ajsts-4495	260	15	kawser	kawser	PROPN
ajsts-4495	260	16	,	,	PUNCT
ajsts-4495	260	17	m.	m.	NOUN
ajsts-4495	260	18	l.	l.	PROPN
ajsts-4495	260	19	,	,	PUNCT
ajsts-4495	260	20	jayed	jaye	VERB
ajsts-4495	260	21	,	,	PUNCT
ajsts-4495	260	22	a.	a.	PROPN
ajsts-4495	260	23	k.	k.	PROPN
ajsts-4495	260	24	m.	m.	PROPN
ajsts-4495	260	25	,	,	PUNCT
ajsts-4495	260	26	&	&	CCONJ
ajsts-4495	260	27	zim	zim	PROPN
ajsts-4495	260	28	,	,	PUNCT
ajsts-4495	260	29	s.	s.	PROPN
ajsts-4495	260	30	k.	k.	PROPN
ajsts-4495	260	31	(	(	PUNCT
ajsts-4495	260	32	2024	2024	NUM
ajsts-4495	260	33	)	)	PUNCT
ajsts-4495	260	34	.	.	PUNCT
ajsts-4495	261	1	harnessing	harness	VERB
ajsts-4495	261	2	advanced	advanced	ADJ
ajsts-4495	261	3	nlp	nlp	NOUN
ajsts-4495	261	4	techniques	technique	NOUN
ajsts-4495	261	5	for	for	ADP
ajsts-4495	261	6	automated	automate	VERB
ajsts-4495	261	7	personality	personality	NOUN
ajsts-4495	261	8	analysis	analysis	NOUN
ajsts-4495	261	9	and	and	CCONJ
ajsts-4495	261	10	future	future	ADJ
ajsts-4495	261	11	behavior	behavior	NOUN
ajsts-4495	261	12	prediction	prediction	NOUN
ajsts-4495	261	13	from	from	ADP
ajsts-4495	261	14	social	social	ADJ
ajsts-4495	261	15	media	medium	NOUN
ajsts-4495	261	16	posts	post	NOUN
ajsts-4495	261	17	.	.	PUNCT
ajsts-4495	262	1	eng	eng	PROPN
ajsts-4495	262	2	.	.	PROPN
ajsts-4495	262	3	technol	technol	PROPN
ajsts-4495	262	4	,	,	PUNCT
ajsts-4495	262	5	4(4	4(4	NUM
ajsts-4495	262	6	)	)	PUNCT
ajsts-4495	262	7	,	,	PUNCT
ajsts-4495	262	8	98	98	NUM
ajsts-4495	262	9	-	-	SYM
ajsts-4495	262	10	106	106	NUM
ajsts-4495	262	11	.	.	PUNCT
ajsts-4495	263	1	nakib	nakib	PROPN
ajsts-4495	263	2	,	,	PUNCT
ajsts-4495	263	3	a.	a.	NOUN
ajsts-4495	263	4	m.	m.	NOUN
ajsts-4495	263	5	,	,	PUNCT
ajsts-4495	263	6	li	li	PROPN
ajsts-4495	263	7	,	,	PUNCT
ajsts-4495	263	8	y.	y.	PROPN
ajsts-4495	263	9	,	,	PUNCT
ajsts-4495	263	10	&	&	CCONJ
ajsts-4495	263	11	luo	luo	PROPN
ajsts-4495	263	12	,	,	PUNCT
ajsts-4495	263	13	y.	y.	PROPN
ajsts-4495	263	14	(	(	PUNCT
ajsts-4495	263	15	2024	2024	NUM
ajsts-4495	263	16	,	,	PUNCT
ajsts-4495	263	17	september	september	PROPN
ajsts-4495	263	18	)	)	PUNCT
ajsts-4495	263	19	.	.	PUNCT
ajsts-4495	264	1	retinopathy	retinopathy	ADJ
ajsts-4495	264	2	identification	identification	NOUN
ajsts-4495	264	3	in	in	ADP
ajsts-4495	264	4	oct	oct	NOUN
ajsts-4495	264	5	images	image	NOUN
ajsts-4495	264	6	with	with	ADP
ajsts-4495	264	7	a	a	DET
ajsts-4495	264	8	semi	semi	ADJ
ajsts-4495	264	9	-	-	ADJ
ajsts-4495	264	10	supervised	supervised	ADJ
ajsts-4495	264	11	learning	learning	NOUN
ajsts-4495	264	12	approach	approach	NOUN
ajsts-4495	264	13	via	via	ADP
ajsts-4495	264	14	complementary	complementary	ADJ
ajsts-4495	264	15	expert	expert	NOUN
ajsts-4495	264	16	pooling	pooling	NOUN
ajsts-4495	264	17	and	and	CCONJ
ajsts-4495	264	18	expert	expert	NOUN
ajsts-4495	264	19	-	-	ADJ
ajsts-4495	264	20	wise	wise	ADJ
ajsts-4495	264	21	batch	batch	NOUN
ajsts-4495	264	22	normalization	normalization	NOUN
ajsts-4495	264	23	.	.	PUNCT
ajsts-4495	265	1	in	in	ADP
ajsts-4495	265	2	2024	2024	NUM
ajsts-4495	265	3	9th	9th	ADJ
ajsts-4495	265	4	optoelectronics	optoelectronic	NOUN
ajsts-4495	265	5	global	global	ADJ
ajsts-4495	265	6	conference	conference	NOUN
ajsts-4495	265	7	(	(	PUNCT
ajsts-4495	265	8	ogc	ogc	PROPN
ajsts-4495	265	9	)	)	PUNCT
ajsts-4495	265	10	(	(	PUNCT
ajsts-4495	265	11	pp	pp	X
ajsts-4495	265	12	.	.	PUNCT
ajsts-4495	265	13	170	170	NUM
ajsts-4495	265	14	-	-	SYM
ajsts-4495	265	15	174	174	NUM
ajsts-4495	265	16	)	)	PUNCT
ajsts-4495	265	17	.	.	PUNCT
ajsts-4495	266	1	ieee	ieee	PROPN
ajsts-4495	266	2	.	.	PUNCT
ajsts-4495	266	3	westerman	westerman	PROPN
ajsts-4495	266	4	,	,	PUNCT
ajsts-4495	266	5	d.	d.	PROPN
ajsts-4495	266	6	,	,	PUNCT
ajsts-4495	266	7	spence	spence	PROPN
ajsts-4495	266	8	,	,	PUNCT
ajsts-4495	266	9	p.	p.	PROPN
ajsts-4495	266	10	r.	r.	PROPN
ajsts-4495	266	11	,	,	PUNCT
ajsts-4495	266	12	&	&	CCONJ
ajsts-4495	266	13	van	van	PROPN
ajsts-4495	266	14	der	der	PROPN
ajsts-4495	266	15	heide	heide	PROPN
ajsts-4495	266	16	,	,	PUNCT
ajsts-4495	266	17	b.	b.	PROPN
ajsts-4495	266	18	(	(	PUNCT
ajsts-4495	266	19	2012	2012	NUM
ajsts-4495	266	20	)	)	PUNCT
ajsts-4495	266	21	.	.	PUNCT
ajsts-4495	267	1	a	a	DET
ajsts-4495	267	2	social	social	ADJ
ajsts-4495	267	3	network	network	NOUN
ajsts-4495	267	4	as	as	ADP
ajsts-4495	267	5	information	information	NOUN
ajsts-4495	267	6	:	:	PUNCT
ajsts-4495	267	7	the	the	DET
ajsts-4495	267	8	effect	effect	NOUN
ajsts-4495	267	9	of	of	ADP
ajsts-4495	267	10	system	system	NOUN
ajsts-4495	267	11	generated	generate	VERB
ajsts-4495	267	12	reports	report	NOUN
ajsts-4495	267	13	of	of	ADP
ajsts-4495	267	14	connectedness	connectedness	NOUN
ajsts-4495	267	15	on	on	ADP
ajsts-4495	267	16	credibility	credibility	NOUN
ajsts-4495	267	17	on	on	ADP
ajsts-4495	267	18	twitter	twitter	NOUN
ajsts-4495	267	19	.	.	PUNCT
ajsts-4495	268	1	computers	computer	NOUN
ajsts-4495	268	2	in	in	ADP
ajsts-4495	268	3	human	human	ADJ
ajsts-4495	268	4	behavior	behavior	NOUN
ajsts-4495	268	5	,	,	PUNCT
ajsts-4495	268	6	28(1	28(1	NOUN
ajsts-4495	268	7	)	)	PUNCT
ajsts-4495	268	8	,	,	PUNCT
ajsts-4495	268	9	199	199	NUM
ajsts-4495	268	10	-	-	SYM
ajsts-4495	268	11	206	206	NUM
ajsts-4495	268	12	.	.	PUNCT
ajsts-4495	269	1	westerman	westerman	PROPN
ajsts-4495	269	2	,	,	PUNCT
ajsts-4495	269	3	g.	g.	PROPN
ajsts-4495	269	4	,	,	PUNCT
ajsts-4495	269	5	calméjane	calméjane	NOUN
ajsts-4495	269	6	,	,	PUNCT
ajsts-4495	269	7	c.	c.	PROPN
ajsts-4495	269	8	,	,	PUNCT
ajsts-4495	269	9	ferraris	ferraris	PROPN
ajsts-4495	269	10	,	,	PUNCT
ajsts-4495	269	11	p.	p.	NOUN
ajsts-4495	269	12	,	,	PUNCT
ajsts-4495	269	13	&	&	CCONJ
ajsts-4495	269	14	bonnet	bonnet	PROPN
ajsts-4495	269	15	,	,	PUNCT
ajsts-4495	269	16	d.	d.	PROPN
ajsts-4495	269	17	(	(	PUNCT
ajsts-4495	269	18	2011	2011	NUM
ajsts-4495	269	19	)	)	PUNCT
ajsts-4495	269	20	.	.	PUNCT
ajsts-4495	270	1	the	the	DET
ajsts-4495	270	2	2011	2011	NUM
ajsts-4495	270	3	digital	digital	ADJ
ajsts-4495	270	4	transformation	transformation	NOUN
ajsts-4495	270	5	study	study	NOUN
ajsts-4495	270	6	:	:	PUNCT
ajsts-4495	270	7	a	a	DET
ajsts-4495	270	8	deep	deep	ADJ
ajsts-4495	270	9	dive	dive	NOUN
ajsts-4495	270	10	into	into	ADP
ajsts-4495	270	11	digital	digital	ADJ
ajsts-4495	270	12	strategies	strategy	NOUN
ajsts-4495	270	13	.	.	PUNCT
ajsts-4495	271	1	mit	mit	PROPN
ajsts-4495	271	2	sloan	sloan	PROPN
ajsts-4495	271	3	management	management	PROPN
ajsts-4495	271	4	review	review	PROPN
ajsts-4495	271	5	.	.	PUNCT
ajsts-4495	272	1	willcocks	willcock	NOUN
ajsts-4495	272	2	,	,	PUNCT
ajsts-4495	272	3	l.	l.	PROPN
ajsts-4495	272	4	p.	p.	PROPN
ajsts-4495	272	5	,	,	PUNCT
ajsts-4495	272	6	lacity	lacity	NOUN
ajsts-4495	272	7	,	,	PUNCT
ajsts-4495	272	8	m.	m.	NOUN
ajsts-4495	272	9	c.	c.	PROPN
ajsts-4495	272	10	,	,	PUNCT
ajsts-4495	272	11	&	&	CCONJ
ajsts-4495	272	12	craig	craig	PROPN
ajsts-4495	272	13	,	,	PUNCT
ajsts-4495	272	14	a.	a.	NOUN
ajsts-4495	272	15	(	(	PUNCT
ajsts-4495	272	16	2015	2015	NUM
ajsts-4495	272	17	)	)	PUNCT
ajsts-4495	272	18	.	.	PUNCT
ajsts-4495	273	1	robotic	robotic	ADJ
ajsts-4495	273	2	process	process	NOUN
ajsts-4495	273	3	automation	automation	NOUN
ajsts-4495	273	4	:	:	PUNCT
ajsts-4495	273	5	the	the	DET
ajsts-4495	273	6	next	next	ADJ
ajsts-4495	273	7	transformation	transformation	NOUN
ajsts-4495	273	8	in	in	ADP
ajsts-4495	273	9	shared	share	VERB
ajsts-4495	273	10	services	service	NOUN
ajsts-4495	273	11	.	.	PUNCT
ajsts-4495	274	1	journal	journal	PROPN
ajsts-4495	274	2	of	of	ADP
ajsts-4495	274	3	information	information	NOUN
ajsts-4495	274	4	technology	technology	NOUN
ajsts-4495	274	5	teaching	teaching	NOUN
ajsts-4495	274	6	,	,	PUNCT
ajsts-4495	274	7	1(2	1(2	NUM
ajsts-4495	274	8	)	)	PUNCT
ajsts-4495	274	9	,	,	PUNCT
ajsts-4495	274	10	89	89	NUM
ajsts-4495	274	11	-	-	SYM
ajsts-4495	274	12	98	98	NUM
ajsts-4495	274	13	.	.	PUNCT
ajsts-4495	275	1	willcocks	willcock	NOUN
ajsts-4495	275	2	,	,	PUNCT
ajsts-4495	275	3	l.	l.	PROPN
ajsts-4495	275	4	p.	p.	PROPN
ajsts-4495	275	5	,	,	PUNCT
ajsts-4495	275	6	lacity	lacity	NOUN
ajsts-4495	275	7	,	,	PUNCT
ajsts-4495	275	8	m.	m.	NOUN
ajsts-4495	275	9	c.	c.	PROPN
ajsts-4495	275	10	,	,	PUNCT
ajsts-4495	275	11	&	&	CCONJ
ajsts-4495	275	12	craig	craig	PROPN
ajsts-4495	275	13	,	,	PUNCT
ajsts-4495	275	14	a.	a.	NOUN
ajsts-4495	275	15	(	(	PUNCT
ajsts-4495	275	16	2015	2015	NUM
ajsts-4495	275	17	)	)	PUNCT
ajsts-4495	275	18	.	.	PUNCT
ajsts-4495	276	1	robotic	robotic	ADJ
ajsts-4495	276	2	process	process	NOUN
ajsts-4495	276	3	automation	automation	NOUN
ajsts-4495	276	4	:	:	PUNCT
ajsts-4495	276	5	the	the	DET
ajsts-4495	276	6	next	next	ADJ
ajsts-4495	276	7	transformation	transformation	NOUN
ajsts-4495	276	8	in	in	ADP
ajsts-4495	276	9	shared	share	VERB
ajsts-4495	276	10	services	service	NOUN
ajsts-4495	276	11	.	.	PUNCT
ajsts-4495	277	1	journal	journal	PROPN
ajsts-4495	277	2	of	of	ADP
ajsts-4495	277	3	information	information	NOUN
ajsts-4495	277	4	technology	technology	NOUN
ajsts-4495	277	5	teaching	teaching	NOUN
ajsts-4495	277	6	,	,	PUNCT
ajsts-4495	277	7	1(2	1(2	NUM
ajsts-4495	277	8	)	)	PUNCT
ajsts-4495	277	9	,	,	PUNCT
ajsts-4495	277	10	89	89	NUM
ajsts-4495	277	11	-	-	SYM
ajsts-4495	277	12	98	98	NUM
ajsts-4495	277	13	.	.	PUNCT