id	sid	tid	token	lemma	pos
american_scientific_journal-11530	1	1	316	316	NUM
american_scientific_journal-11530	1	2	american	american	ADJ
american_scientific_journal-11530	1	3	academic	academic	ADJ
american_scientific_journal-11530	1	4	scientific	scientific	ADJ
american_scientific_journal-11530	1	5	research	research	NOUN
american_scientific_journal-11530	1	6	journal	journal	NOUN
american_scientific_journal-11530	1	7	for	for	ADP
american_scientific_journal-11530	1	8	engineering	engineering	NOUN
american_scientific_journal-11530	1	9	,	,	PUNCT
american_scientific_journal-11530	1	10	technology	technology	NOUN
american_scientific_journal-11530	1	11	,	,	PUNCT
american_scientific_journal-11530	1	12	and	and	CCONJ
american_scientific_journal-11530	1	13	sciences	sciences	PROPN
american_scientific_journal-11530	1	14	issn	issn	PROPN
american_scientific_journal-11530	1	15	(	(	PUNCT
american_scientific_journal-11530	1	16	print	print	NOUN
american_scientific_journal-11530	1	17	)	)	PUNCT
american_scientific_journal-11530	1	18	2313	2313	NUM
american_scientific_journal-11530	1	19	-	-	SYM
american_scientific_journal-11530	1	20	4410	4410	NUM
american_scientific_journal-11530	1	21	,	,	PUNCT
american_scientific_journal-11530	1	22	issn	issn	PROPN
american_scientific_journal-11530	1	23	(	(	PUNCT
american_scientific_journal-11530	1	24	online	online	ADJ
american_scientific_journal-11530	1	25	)	)	PUNCT
american_scientific_journal-11530	1	26	2313	2313	NUM
american_scientific_journal-11530	1	27	-	-	SYM
american_scientific_journal-11530	1	28	4402	4402	NUM
american_scientific_journal-11530	1	29	https://asrjetsjournal.org/index.php/american_scientific_journal/index	https://asrjetsjournal.org/index.php/american_scientific_journal/index	NOUN
american_scientific_journal-11530	1	30	automated	automate	VERB
american_scientific_journal-11530	1	31	customer	customer	NOUN
american_scientific_journal-11530	1	32	support	support	NOUN
american_scientific_journal-11530	1	33	systems	system	NOUN
american_scientific_journal-11530	1	34	in	in	ADP
american_scientific_journal-11530	1	35	service	service	NOUN
american_scientific_journal-11530	1	36	companies	company	NOUN
american_scientific_journal-11530	1	37	:	:	PUNCT
american_scientific_journal-11530	1	38	analysis	analysis	NOUN
american_scientific_journal-11530	1	39	of	of	ADP
american_scientific_journal-11530	1	40	ai	ai	PROPN
american_scientific_journal-11530	1	41	implementation	implementation	NOUN
american_scientific_journal-11530	1	42	vladislav	vladislav	NOUN
american_scientific_journal-11530	1	43	kislov	kislov	PROPN
american_scientific_journal-11530	1	44	*	*	PUNCT
american_scientific_journal-11530	1	45	ceo	ceo	PROPN
american_scientific_journal-11530	1	46	,	,	PUNCT
american_scientific_journal-11530	1	47	supreme	supreme	ADJ
american_scientific_journal-11530	1	48	appliance	appliance	NOUN
american_scientific_journal-11530	1	49	repair	repair	NOUN
american_scientific_journal-11530	1	50	,	,	PUNCT
american_scientific_journal-11530	1	51	san	san	PROPN
american_scientific_journal-11530	1	52	diego	diego	PROPN
american_scientific_journal-11530	1	53	,	,	PUNCT
american_scientific_journal-11530	1	54	usa	usa	PROPN
american_scientific_journal-11530	1	55	email	email	NOUN
american_scientific_journal-11530	1	56	:	:	PUNCT
american_scientific_journal-11530	1	57	vladstory12@gmail.com	vladstory12@gmail.com	X
american_scientific_journal-11530	1	58	abstract	abstract	NOUN
american_scientific_journal-11530	1	59	this	this	DET
american_scientific_journal-11530	1	60	study	study	NOUN
american_scientific_journal-11530	1	61	analyzes	analyze	VERB
american_scientific_journal-11530	1	62	the	the	DET
american_scientific_journal-11530	1	63	potential	potential	NOUN
american_scientific_journal-11530	1	64	of	of	ADP
american_scientific_journal-11530	1	65	integrating	integrate	VERB
american_scientific_journal-11530	1	66	artificial	artificial	ADJ
american_scientific_journal-11530	1	67	intelligence	intelligence	NOUN
american_scientific_journal-11530	1	68	(	(	PUNCT
american_scientific_journal-11530	1	69	ai	ai	NOUN
american_scientific_journal-11530	1	70	)	)	PUNCT
american_scientific_journal-11530	1	71	into	into	ADP
american_scientific_journal-11530	1	72	customer	customer	NOUN
american_scientific_journal-11530	1	73	support	support	NOUN
american_scientific_journal-11530	1	74	systems	system	NOUN
american_scientific_journal-11530	1	75	within	within	ADP
american_scientific_journal-11530	1	76	service	service	NOUN
american_scientific_journal-11530	1	77	companies	company	NOUN
american_scientific_journal-11530	1	78	.	.	PUNCT
american_scientific_journal-11530	2	1	the	the	DET
american_scientific_journal-11530	2	2	research	research	NOUN
american_scientific_journal-11530	2	3	is	be	AUX
american_scientific_journal-11530	2	4	based	base	VERB
american_scientific_journal-11530	2	5	on	on	ADP
american_scientific_journal-11530	2	6	a	a	DET
american_scientific_journal-11530	2	7	review	review	NOUN
american_scientific_journal-11530	2	8	of	of	ADP
american_scientific_journal-11530	2	9	the	the	DET
american_scientific_journal-11530	2	10	technological	technological	ADJ
american_scientific_journal-11530	2	11	foundations	foundation	NOUN
american_scientific_journal-11530	2	12	of	of	ADP
american_scientific_journal-11530	2	13	ai	ai	ADJ
american_scientific_journal-11530	2	14	solutions	solution	NOUN
american_scientific_journal-11530	2	15	,	,	PUNCT
american_scientific_journal-11530	2	16	including	include	VERB
american_scientific_journal-11530	2	17	natural	natural	ADJ
american_scientific_journal-11530	2	18	language	language	NOUN
american_scientific_journal-11530	2	19	processing	processing	NOUN
american_scientific_journal-11530	2	20	(	(	PUNCT
american_scientific_journal-11530	2	21	nlp	nlp	NOUN
american_scientific_journal-11530	2	22	,	,	PUNCT
american_scientific_journal-11530	2	23	nlu	nlu	PROPN
american_scientific_journal-11530	2	24	)	)	PUNCT
american_scientific_journal-11530	2	25	,	,	PUNCT
american_scientific_journal-11530	2	26	interactive	interactive	ADJ
american_scientific_journal-11530	2	27	systems	system	NOUN
american_scientific_journal-11530	2	28	(	(	PUNCT
american_scientific_journal-11530	2	29	chatbots	chatbot	NOUN
american_scientific_journal-11530	2	30	,	,	PUNCT
american_scientific_journal-11530	2	31	virtual	virtual	ADJ
american_scientific_journal-11530	2	32	and	and	CCONJ
american_scientific_journal-11530	2	33	voice	voice	NOUN
american_scientific_journal-11530	2	34	assistants	assistant	NOUN
american_scientific_journal-11530	2	35	)	)	PUNCT
american_scientific_journal-11530	2	36	,	,	PUNCT
american_scientific_journal-11530	2	37	business	business	NOUN
american_scientific_journal-11530	2	38	process	process	NOUN
american_scientific_journal-11530	2	39	automation	automation	NOUN
american_scientific_journal-11530	2	40	,	,	PUNCT
american_scientific_journal-11530	2	41	and	and	CCONJ
american_scientific_journal-11530	2	42	analytical	analytical	ADJ
american_scientific_journal-11530	2	43	tools	tool	NOUN
american_scientific_journal-11530	2	44	for	for	ADP
american_scientific_journal-11530	2	45	predictive	predictive	ADJ
american_scientific_journal-11530	2	46	modeling	modeling	NOUN
american_scientific_journal-11530	2	47	.	.	PUNCT
american_scientific_journal-11530	3	1	through	through	ADP
american_scientific_journal-11530	3	2	statistical	statistical	ADJ
american_scientific_journal-11530	3	3	analysis	analysis	NOUN
american_scientific_journal-11530	3	4	and	and	CCONJ
american_scientific_journal-11530	3	5	case	case	NOUN
american_scientific_journal-11530	3	6	studies	study	NOUN
american_scientific_journal-11530	3	7	from	from	ADP
american_scientific_journal-11530	3	8	various	various	ADJ
american_scientific_journal-11530	3	9	industries	industry	NOUN
american_scientific_journal-11530	3	10	—	—	PUNCT
american_scientific_journal-11530	3	11	such	such	ADJ
american_scientific_journal-11530	3	12	as	as	ADP
american_scientific_journal-11530	3	13	the	the	DET
american_scientific_journal-11530	3	14	banking	banking	NOUN
american_scientific_journal-11530	3	15	sector	sector	NOUN
american_scientific_journal-11530	3	16	,	,	PUNCT
american_scientific_journal-11530	3	17	retail	retail	NOUN
american_scientific_journal-11530	3	18	,	,	PUNCT
american_scientific_journal-11530	3	19	and	and	CCONJ
american_scientific_journal-11530	3	20	the	the	DET
american_scientific_journal-11530	3	21	implementation	implementation	NOUN
american_scientific_journal-11530	3	22	of	of	ADP
american_scientific_journal-11530	3	23	the	the	DET
american_scientific_journal-11530	3	24	pega	pega	NOUN
american_scientific_journal-11530	3	25	platform	platform	NOUN
american_scientific_journal-11530	3	26	—	—	PUNCT
american_scientific_journal-11530	3	27	the	the	DET
american_scientific_journal-11530	3	28	study	study	NOUN
american_scientific_journal-11530	3	29	identifies	identify	VERB
american_scientific_journal-11530	3	30	key	key	ADJ
american_scientific_journal-11530	3	31	performance	performance	NOUN
american_scientific_journal-11530	3	32	changes	change	NOUN
american_scientific_journal-11530	3	33	,	,	PUNCT
american_scientific_journal-11530	3	34	including	include	VERB
american_scientific_journal-11530	3	35	reduced	reduce	VERB
american_scientific_journal-11530	3	36	response	response	NOUN
american_scientific_journal-11530	3	37	times	time	NOUN
american_scientific_journal-11530	3	38	,	,	PUNCT
american_scientific_journal-11530	3	39	an	an	DET
american_scientific_journal-11530	3	40	increase	increase	NOUN
american_scientific_journal-11530	3	41	in	in	ADP
american_scientific_journal-11530	3	42	first	first	ADJ
american_scientific_journal-11530	3	43	-	-	PUNCT
american_scientific_journal-11530	3	44	contact	contact	NOUN
american_scientific_journal-11530	3	45	resolution	resolution	NOUN
american_scientific_journal-11530	3	46	rates	rate	NOUN
american_scientific_journal-11530	3	47	,	,	PUNCT
american_scientific_journal-11530	3	48	improved	improve	VERB
american_scientific_journal-11530	3	49	customer	customer	NOUN
american_scientific_journal-11530	3	50	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	3	51	,	,	PUNCT
american_scientific_journal-11530	3	52	and	and	CCONJ
american_scientific_journal-11530	3	53	lower	low	ADJ
american_scientific_journal-11530	3	54	service	service	NOUN
american_scientific_journal-11530	3	55	costs	cost	NOUN
american_scientific_journal-11530	3	56	.	.	PUNCT
american_scientific_journal-11530	4	1	the	the	DET
american_scientific_journal-11530	4	2	study	study	NOUN
american_scientific_journal-11530	4	3	presents	present	VERB
american_scientific_journal-11530	4	4	an	an	DET
american_scientific_journal-11530	4	5	integrated	integrated	ADJ
american_scientific_journal-11530	4	6	model	model	NOUN
american_scientific_journal-11530	4	7	for	for	ADP
american_scientific_journal-11530	4	8	evaluating	evaluate	VERB
american_scientific_journal-11530	4	9	the	the	DET
american_scientific_journal-11530	4	10	effectiveness	effectiveness	NOUN
american_scientific_journal-11530	4	11	of	of	ADP
american_scientific_journal-11530	4	12	ai	ai	ADJ
american_scientific_journal-11530	4	13	implementation	implementation	NOUN
american_scientific_journal-11530	4	14	,	,	PUNCT
american_scientific_journal-11530	4	15	offering	offer	VERB
american_scientific_journal-11530	4	16	recommendations	recommendation	NOUN
american_scientific_journal-11530	4	17	for	for	ADP
american_scientific_journal-11530	4	18	optimizing	optimize	VERB
american_scientific_journal-11530	4	19	customer	customer	NOUN
american_scientific_journal-11530	4	20	support	support	NOUN
american_scientific_journal-11530	4	21	automation	automation	NOUN
american_scientific_journal-11530	4	22	.	.	PUNCT
american_scientific_journal-11530	5	1	by	by	ADP
american_scientific_journal-11530	5	2	addressing	address	VERB
american_scientific_journal-11530	5	3	a	a	DET
american_scientific_journal-11530	5	4	scientific	scientific	ADJ
american_scientific_journal-11530	5	5	gap	gap	NOUN
american_scientific_journal-11530	5	6	,	,	PUNCT
american_scientific_journal-11530	5	7	this	this	DET
american_scientific_journal-11530	5	8	research	research	NOUN
american_scientific_journal-11530	5	9	combines	combine	VERB
american_scientific_journal-11530	5	10	technical	technical	ADJ
american_scientific_journal-11530	5	11	,	,	PUNCT
american_scientific_journal-11530	5	12	economic	economic	ADJ
american_scientific_journal-11530	5	13	,	,	PUNCT
american_scientific_journal-11530	5	14	and	and	CCONJ
american_scientific_journal-11530	5	15	ethical	ethical	ADJ
american_scientific_journal-11530	5	16	aspects	aspect	NOUN
american_scientific_journal-11530	5	17	of	of	ADP
american_scientific_journal-11530	5	18	ai	ai	ADJ
american_scientific_journal-11530	5	19	applications	application	NOUN
american_scientific_journal-11530	5	20	in	in	ADP
american_scientific_journal-11530	5	21	customer	customer	NOUN
american_scientific_journal-11530	5	22	service	service	NOUN
american_scientific_journal-11530	5	23	.	.	PUNCT
american_scientific_journal-11530	6	1	the	the	DET
american_scientific_journal-11530	6	2	findings	finding	NOUN
american_scientific_journal-11530	6	3	will	will	AUX
american_scientific_journal-11530	6	4	be	be	AUX
american_scientific_journal-11530	6	5	of	of	ADP
american_scientific_journal-11530	6	6	interest	interest	NOUN
american_scientific_journal-11530	6	7	to	to	PART
american_scientific_journal-11530	6	8	service	service	NOUN
american_scientific_journal-11530	6	9	company	company	NOUN
american_scientific_journal-11530	6	10	executives	executive	NOUN
american_scientific_journal-11530	6	11	,	,	PUNCT
american_scientific_journal-11530	6	12	customer	customer	NOUN
american_scientific_journal-11530	6	13	support	support	NOUN
american_scientific_journal-11530	6	14	specialists	specialist	NOUN
american_scientific_journal-11530	6	15	,	,	PUNCT
american_scientific_journal-11530	6	16	and	and	CCONJ
american_scientific_journal-11530	6	17	it	it	PRON
american_scientific_journal-11530	6	18	directors	director	NOUN
american_scientific_journal-11530	6	19	seeking	seek	VERB
american_scientific_journal-11530	6	20	to	to	PART
american_scientific_journal-11530	6	21	enhance	enhance	VERB
american_scientific_journal-11530	6	22	customer	customer	NOUN
american_scientific_journal-11530	6	23	interactions	interaction	NOUN
american_scientific_journal-11530	6	24	through	through	ADP
american_scientific_journal-11530	6	25	aidriven	aidriven	ADJ
american_scientific_journal-11530	6	26	automation	automation	NOUN
american_scientific_journal-11530	6	27	.	.	PUNCT
american_scientific_journal-11530	7	1	additionally	additionally	ADV
american_scientific_journal-11530	7	2	,	,	PUNCT
american_scientific_journal-11530	7	3	the	the	DET
american_scientific_journal-11530	7	4	study	study	NOUN
american_scientific_journal-11530	7	5	provides	provide	VERB
american_scientific_journal-11530	7	6	valuable	valuable	ADJ
american_scientific_journal-11530	7	7	insights	insight	NOUN
american_scientific_journal-11530	7	8	for	for	ADP
american_scientific_journal-11530	7	9	analysts	analyst	NOUN
american_scientific_journal-11530	7	10	and	and	CCONJ
american_scientific_journal-11530	7	11	researchers	researcher	NOUN
american_scientific_journal-11530	7	12	in	in	ADP
american_scientific_journal-11530	7	13	digital	digital	ADJ
american_scientific_journal-11530	7	14	transformation	transformation	NOUN
american_scientific_journal-11530	7	15	,	,	PUNCT
american_scientific_journal-11530	7	16	examining	examine	VERB
american_scientific_journal-11530	7	17	the	the	DET
american_scientific_journal-11530	7	18	impact	impact	NOUN
american_scientific_journal-11530	7	19	of	of	ADP
american_scientific_journal-11530	7	20	artificial	artificial	ADJ
american_scientific_journal-11530	7	21	intelligence	intelligence	NOUN
american_scientific_journal-11530	7	22	on	on	ADP
american_scientific_journal-11530	7	23	business	business	NOUN
american_scientific_journal-11530	7	24	processes	process	NOUN
american_scientific_journal-11530	7	25	and	and	CCONJ
american_scientific_journal-11530	7	26	user	user	NOUN
american_scientific_journal-11530	7	27	experience	experience	NOUN
american_scientific_journal-11530	7	28	.	.	PUNCT
american_scientific_journal-11530	8	1	keywords	keyword	NOUN
american_scientific_journal-11530	8	2	:	:	PUNCT
american_scientific_journal-11530	8	3	artificial	artificial	ADJ
american_scientific_journal-11530	8	4	intelligence	intelligence	NOUN
american_scientific_journal-11530	8	5	;	;	PUNCT
american_scientific_journal-11530	8	6	automated	automate	VERB
american_scientific_journal-11530	8	7	customer	customer	NOUN
american_scientific_journal-11530	8	8	support	support	NOUN
american_scientific_journal-11530	8	9	systems	system	NOUN
american_scientific_journal-11530	8	10	;	;	PUNCT
american_scientific_journal-11530	8	11	natural	natural	ADJ
american_scientific_journal-11530	8	12	language	language	NOUN
american_scientific_journal-11530	8	13	processing	processing	NOUN
american_scientific_journal-11530	8	14	;	;	PUNCT
american_scientific_journal-11530	8	15	chatbots	chatbot	NOUN
american_scientific_journal-11530	8	16	;	;	PUNCT
american_scientific_journal-11530	8	17	virtual	virtual	ADJ
american_scientific_journal-11530	8	18	assistants	assistant	NOUN
american_scientific_journal-11530	8	19	;	;	PUNCT
american_scientific_journal-11530	8	20	service	service	NOUN
american_scientific_journal-11530	8	21	efficiency	efficiency	NOUN
american_scientific_journal-11530	8	22	;	;	PUNCT
american_scientific_journal-11530	8	23	case	case	NOUN
american_scientific_journal-11530	8	24	studies	study	NOUN
american_scientific_journal-11530	8	25	;	;	PUNCT
american_scientific_journal-11530	8	26	cost	cost	NOUN
american_scientific_journal-11530	8	27	optimization	optimization	NOUN
american_scientific_journal-11530	8	28	.	.	PUNCT
american_scientific_journal-11530	9	1	1	1	X
american_scientific_journal-11530	9	2	.	.	X
american_scientific_journal-11530	9	3	introduction	introduction	NOUN
american_scientific_journal-11530	9	4	in	in	ADP
american_scientific_journal-11530	9	5	the	the	DET
american_scientific_journal-11530	9	6	era	era	NOUN
american_scientific_journal-11530	9	7	of	of	ADP
american_scientific_journal-11530	9	8	digitalization	digitalization	NOUN
american_scientific_journal-11530	9	9	and	and	CCONJ
american_scientific_journal-11530	9	10	increasing	increase	VERB
american_scientific_journal-11530	9	11	competition	competition	NOUN
american_scientific_journal-11530	9	12	in	in	ADP
american_scientific_journal-11530	9	13	the	the	DET
american_scientific_journal-11530	9	14	service	service	NOUN
american_scientific_journal-11530	9	15	sector	sector	NOUN
american_scientific_journal-11530	9	16	,	,	PUNCT
american_scientific_journal-11530	9	17	automated	automate	VERB
american_scientific_journal-11530	9	18	customer	customer	NOUN
american_scientific_journal-11530	9	19	support	support	NOUN
american_scientific_journal-11530	9	20	systems	system	NOUN
american_scientific_journal-11530	9	21	powered	power	VERB
american_scientific_journal-11530	9	22	by	by	ADP
american_scientific_journal-11530	9	23	artificial	artificial	ADJ
american_scientific_journal-11530	9	24	intelligence	intelligence	NOUN
american_scientific_journal-11530	9	25	(	(	PUNCT
american_scientific_journal-11530	9	26	ai	ai	VERB
american_scientific_journal-11530	9	27	)	)	PUNCT
american_scientific_journal-11530	9	28	have	have	AUX
american_scientific_journal-11530	9	29	become	become	VERB
american_scientific_journal-11530	9	30	a	a	DET
american_scientific_journal-11530	9	31	critical	critical	ADJ
american_scientific_journal-11530	9	32	factor	factor	NOUN
american_scientific_journal-11530	9	33	in	in	ADP
american_scientific_journal-11530	9	34	enhancing	enhance	VERB
american_scientific_journal-11530	9	35	business	business	NOUN
american_scientific_journal-11530	9	36	process	process	NOUN
american_scientific_journal-11530	9	37	efficiency	efficiency	NOUN
american_scientific_journal-11530	9	38	.	.	PUNCT
american_scientific_journal-11530	10	1	modern	modern	ADJ
american_scientific_journal-11530	10	2	companies	company	NOUN
american_scientific_journal-11530	10	3	must	must	AUX
american_scientific_journal-11530	10	4	respond	respond	VERB
american_scientific_journal-11530	10	5	to	to	ADP
american_scientific_journal-11530	10	6	rising	rise	VERB
american_scientific_journal-11530	10	7	customer	customer	NOUN
american_scientific_journal-11530	10	8	expectations	expectation	NOUN
american_scientific_journal-11530	10	9	,	,	PUNCT
american_scientific_journal-11530	10	10	which	which	PRON
american_scientific_journal-11530	10	11	demand	demand	VERB
american_scientific_journal-11530	10	12	instant	instant	NOUN
american_scientific_journal-11530	10	13	,	,	PUNCT
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american_scientific_journal-11530	10	15	,	,	PUNCT
american_scientific_journal-11530	10	16	and	and	CCONJ
american_scientific_journal-11530	10	17	high	high	ADJ
american_scientific_journal-11530	10	18	-	-	PUNCT
american_scientific_journal-11530	10	19	quality	quality	NOUN
american_scientific_journal-11530	10	20	support	support	NOUN
american_scientific_journal-11530	10	21	,	,	PUNCT
american_scientific_journal-11530	10	22	making	make	VERB
american_scientific_journal-11530	10	23	ai	ai	VERB
american_scientific_journal-11530	10	24	solutions	solution	NOUN
american_scientific_journal-11530	10	25	an	an	DET
american_scientific_journal-11530	10	26	integral	integral	ADJ
american_scientific_journal-11530	10	27	component	component	NOUN
american_scientific_journal-11530	10	28	of	of	ADP
american_scientific_journal-11530	10	29	contemporary	contemporary	ADJ
american_scientific_journal-11530	10	30	service	service	NOUN
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american_scientific_journal-11530	10	32	.	.	PUNCT
american_scientific_journal-11530	11	1	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
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american_scientific_journal-11530	11	3	:	:	PUNCT
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american_scientific_journal-11530	11	9	:	:	PUNCT
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american_scientific_journal-11530	11	11	-----------------------------------------------------------------------	-----------------------------------------------------------------------	PUNCT
american_scientific_journal-11530	11	12	*	*	PUNCT
american_scientific_journal-11530	11	13	corresponding	correspond	VERB
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american_scientific_journal-11530	11	15	.	.	PUNCT
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american_scientific_journal-11530	12	7	for	for	ADP
american_scientific_journal-11530	12	8	engineering	engineering	NOUN
american_scientific_journal-11530	12	9	,	,	PUNCT
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american_scientific_journal-11530	12	11	,	,	PUNCT
american_scientific_journal-11530	12	12	and	and	CCONJ
american_scientific_journal-11530	12	13	sciences	science	NOUN
american_scientific_journal-11530	12	14	(	(	PUNCT
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american_scientific_journal-11530	12	16	)	)	PUNCT
american_scientific_journal-11530	12	17	volume	volume	NOUN
american_scientific_journal-11530	12	18	101	101	NUM
american_scientific_journal-11530	12	19	,	,	PUNCT
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american_scientific_journal-11530	12	21	1	1	NUM
american_scientific_journal-11530	12	22	,	,	PUNCT
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american_scientific_journal-11530	12	24	316	316	NUM
american_scientific_journal-11530	12	25	-	-	SYM
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american_scientific_journal-11530	12	27	317	317	NUM
american_scientific_journal-11530	12	28	a	a	DET
american_scientific_journal-11530	12	29	literature	literature	NOUN
american_scientific_journal-11530	12	30	review	review	NOUN
american_scientific_journal-11530	12	31	reveals	reveal	VERB
american_scientific_journal-11530	12	32	several	several	ADJ
american_scientific_journal-11530	12	33	research	research	NOUN
american_scientific_journal-11530	12	34	directions	direction	NOUN
american_scientific_journal-11530	12	35	,	,	PUNCT
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american_scientific_journal-11530	12	37	focusing	focus	VERB
american_scientific_journal-11530	12	38	on	on	ADP
american_scientific_journal-11530	12	39	specific	specific	ADJ
american_scientific_journal-11530	12	40	aspects	aspect	NOUN
american_scientific_journal-11530	12	41	of	of	ADP
american_scientific_journal-11530	12	42	ai	ai	ADJ
american_scientific_journal-11530	12	43	implementation	implementation	NOUN
american_scientific_journal-11530	12	44	in	in	ADP
american_scientific_journal-11530	12	45	customer	customer	NOUN
american_scientific_journal-11530	12	46	service	service	NOUN
american_scientific_journal-11530	12	47	.	.	PUNCT
american_scientific_journal-11530	13	1	inavolu	inavolu	PROPN
american_scientific_journal-11530	13	2	s.	s.	PROPN
american_scientific_journal-11530	13	3	m.	m.	PROPN
american_scientific_journal-11530	14	1	[	[	X
american_scientific_journal-11530	14	2	1	1	X
american_scientific_journal-11530	14	3	]	]	X
american_scientific_journal-11530	14	4	propose	propose	VERB
american_scientific_journal-11530	14	5	conceptual	conceptual	ADJ
american_scientific_journal-11530	14	6	frameworks	framework	NOUN
american_scientific_journal-11530	14	7	that	that	PRON
american_scientific_journal-11530	14	8	encompass	encompass	VERB
american_scientific_journal-11530	14	9	the	the	DET
american_scientific_journal-11530	14	10	evolution	evolution	NOUN
american_scientific_journal-11530	14	11	of	of	ADP
american_scientific_journal-11530	14	12	ai	ai	PROPN
american_scientific_journal-11530	14	13	solutions	solution	NOUN
american_scientific_journal-11530	14	14	,	,	PUNCT
american_scientific_journal-11530	14	15	architectural	architectural	ADJ
american_scientific_journal-11530	14	16	approaches	approach	NOUN
american_scientific_journal-11530	14	17	,	,	PUNCT
american_scientific_journal-11530	14	18	and	and	CCONJ
american_scientific_journal-11530	14	19	the	the	DET
american_scientific_journal-11530	14	20	opportunities	opportunity	NOUN
american_scientific_journal-11530	14	21	and	and	CCONJ
american_scientific_journal-11530	14	22	challenges	challenge	NOUN
american_scientific_journal-11530	14	23	associated	associate	VERB
american_scientific_journal-11530	14	24	with	with	ADP
american_scientific_journal-11530	14	25	technology	technology	NOUN
american_scientific_journal-11530	14	26	integration	integration	NOUN
american_scientific_journal-11530	14	27	into	into	ADP
american_scientific_journal-11530	14	28	support	support	NOUN
american_scientific_journal-11530	14	29	processes	process	NOUN
american_scientific_journal-11530	14	30	.	.	PUNCT
american_scientific_journal-11530	15	1	in	in	ADP
american_scientific_journal-11530	15	2	contrast	contrast	NOUN
american_scientific_journal-11530	15	3	,	,	PUNCT
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american_scientific_journal-11530	15	5	s.	s.	PROPN
american_scientific_journal-11530	15	6	[	[	X
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american_scientific_journal-11530	15	8	]	]	PUNCT
american_scientific_journal-11530	15	9	provide	provide	VERB
american_scientific_journal-11530	15	10	a	a	DET
american_scientific_journal-11530	15	11	technical	technical	ADJ
american_scientific_journal-11530	15	12	analysis	analysis	NOUN
american_scientific_journal-11530	15	13	dedicated	dedicate	VERB
american_scientific_journal-11530	15	14	to	to	ADP
american_scientific_journal-11530	15	15	the	the	DET
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american_scientific_journal-11530	15	17	aspects	aspect	NOUN
american_scientific_journal-11530	15	18	of	of	ADP
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american_scientific_journal-11530	15	20	automation	automation	NOUN
american_scientific_journal-11530	15	21	deployment	deployment	NOUN
american_scientific_journal-11530	15	22	using	use	VERB
american_scientific_journal-11530	15	23	the	the	DET
american_scientific_journal-11530	15	24	pega	pega	NOUN
american_scientific_journal-11530	15	25	platform	platform	NOUN
american_scientific_journal-11530	15	26	.	.	PUNCT
american_scientific_journal-11530	16	1	their	their	PRON
american_scientific_journal-11530	16	2	study	study	NOUN
american_scientific_journal-11530	16	3	examines	examine	VERB
american_scientific_journal-11530	16	4	the	the	DET
american_scientific_journal-11530	16	5	technical	technical	ADJ
american_scientific_journal-11530	16	6	details	detail	NOUN
american_scientific_journal-11530	16	7	of	of	ADP
american_scientific_journal-11530	16	8	ai	ai	ADJ
american_scientific_journal-11530	16	9	system	system	NOUN
american_scientific_journal-11530	16	10	integration	integration	NOUN
american_scientific_journal-11530	16	11	,	,	PUNCT
american_scientific_journal-11530	16	12	demonstrating	demonstrate	VERB
american_scientific_journal-11530	16	13	how	how	SCONJ
american_scientific_journal-11530	16	14	optimizing	optimizing	NOUN
american_scientific_journal-11530	16	15	user	user	NOUN
american_scientific_journal-11530	16	16	interaction	interaction	NOUN
american_scientific_journal-11530	16	17	algorithms	algorithm	NOUN
american_scientific_journal-11530	16	18	can	can	AUX
american_scientific_journal-11530	16	19	improve	improve	VERB
american_scientific_journal-11530	16	20	customer	customer	NOUN
american_scientific_journal-11530	16	21	support	support	NOUN
american_scientific_journal-11530	16	22	efficiency	efficiency	NOUN
american_scientific_journal-11530	16	23	.	.	PUNCT
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american_scientific_journal-11530	17	2	technical	technical	ADJ
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american_scientific_journal-11530	17	4	,	,	PUNCT
american_scientific_journal-11530	17	5	the	the	DET
american_scientific_journal-11530	17	6	publication	publication	NOUN
american_scientific_journal-11530	17	7	by	by	ADP
american_scientific_journal-11530	17	8	de	de	X
american_scientific_journal-11530	17	9	andrade	andrade	PROPN
american_scientific_journal-11530	17	10	i.	i.	PROPN
american_scientific_journal-11530	17	11	m.	m.	PROPN
american_scientific_journal-11530	17	12	and	and	CCONJ
american_scientific_journal-11530	17	13	tumelero	tumelero	NOUN
american_scientific_journal-11530	17	14	c.	c.	NOUN
american_scientific_journal-11530	18	1	[	[	X
american_scientific_journal-11530	18	2	5	5	X
american_scientific_journal-11530	18	3	]	]	PUNCT
american_scientific_journal-11530	18	4	highlights	highlight	VERB
american_scientific_journal-11530	18	5	the	the	DET
american_scientific_journal-11530	18	6	role	role	NOUN
american_scientific_journal-11530	18	7	of	of	ADP
american_scientific_journal-11530	18	8	chatbots	chatbot	NOUN
american_scientific_journal-11530	18	9	in	in	ADP
american_scientific_journal-11530	18	10	enhancing	enhance	VERB
american_scientific_journal-11530	18	11	service	service	NOUN
american_scientific_journal-11530	18	12	responsiveness	responsiveness	NOUN
american_scientific_journal-11530	18	13	and	and	CCONJ
american_scientific_journal-11530	18	14	quality	quality	NOUN
american_scientific_journal-11530	18	15	,	,	PUNCT
american_scientific_journal-11530	18	16	emphasizing	emphasize	VERB
american_scientific_journal-11530	18	17	the	the	DET
american_scientific_journal-11530	18	18	practical	practical	ADJ
american_scientific_journal-11530	18	19	benefits	benefit	NOUN
american_scientific_journal-11530	18	20	of	of	ADP
american_scientific_journal-11530	18	21	ai	ai	ADJ
american_scientific_journal-11530	18	22	-	-	PUNCT
american_scientific_journal-11530	18	23	driven	drive	VERB
american_scientific_journal-11530	18	24	service	service	NOUN
american_scientific_journal-11530	18	25	systems	system	NOUN
american_scientific_journal-11530	18	26	.	.	PUNCT
american_scientific_journal-11530	19	1	a	a	DET
american_scientific_journal-11530	19	2	distinctive	distinctive	ADJ
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american_scientific_journal-11530	19	4	of	of	ADP
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american_scientific_journal-11530	19	6	studies	study	NOUN
american_scientific_journal-11530	19	7	is	be	AUX
american_scientific_journal-11530	19	8	their	their	PRON
american_scientific_journal-11530	19	9	focus	focus	NOUN
american_scientific_journal-11530	19	10	on	on	ADP
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american_scientific_journal-11530	19	13	impact	impact	NOUN
american_scientific_journal-11530	19	14	of	of	ADP
american_scientific_journal-11530	19	15	ai	ai	NOUN
american_scientific_journal-11530	19	16	on	on	ADP
american_scientific_journal-11530	19	17	customer	customer	NOUN
american_scientific_journal-11530	19	18	experience	experience	NOUN
american_scientific_journal-11530	19	19	.	.	PUNCT
american_scientific_journal-11530	20	1	the	the	DET
american_scientific_journal-11530	20	2	analysis	analysis	NOUN
american_scientific_journal-11530	20	3	by	by	ADP
american_scientific_journal-11530	20	4	mckinsey	mckinsey	NOUN
american_scientific_journal-11530	20	5	&	&	CCONJ
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american_scientific_journal-11530	20	8	4	4	NUM
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american_scientific_journal-11530	20	10	,	,	PUNCT
american_scientific_journal-11530	20	11	published	publish	VERB
american_scientific_journal-11530	20	12	on	on	ADP
american_scientific_journal-11530	20	13	the	the	DET
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american_scientific_journal-11530	20	15	's	's	PART
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american_scientific_journal-11530	20	17	website	website	NOUN
american_scientific_journal-11530	20	18	,	,	PUNCT
american_scientific_journal-11530	20	19	offers	offer	VERB
american_scientific_journal-11530	20	20	a	a	DET
american_scientific_journal-11530	20	21	corporate	corporate	ADJ
american_scientific_journal-11530	20	22	perspective	perspective	NOUN
american_scientific_journal-11530	20	23	on	on	ADP
american_scientific_journal-11530	20	24	how	how	SCONJ
american_scientific_journal-11530	20	25	ai	ai	AUX
american_scientific_journal-11530	20	26	technology	technology	NOUN
american_scientific_journal-11530	20	27	integration	integration	NOUN
american_scientific_journal-11530	20	28	reshapes	reshape	VERB
american_scientific_journal-11530	20	29	customer	customer	NOUN
american_scientific_journal-11530	20	30	engagement	engagement	NOUN
american_scientific_journal-11530	20	31	and	and	CCONJ
american_scientific_journal-11530	20	32	creates	create	VERB
american_scientific_journal-11530	20	33	new	new	ADJ
american_scientific_journal-11530	20	34	strategic	strategic	ADJ
american_scientific_journal-11530	20	35	development	development	NOUN
american_scientific_journal-11530	20	36	opportunities	opportunity	NOUN
american_scientific_journal-11530	20	37	.	.	PUNCT
american_scientific_journal-11530	21	1	similarly	similarly	ADV
american_scientific_journal-11530	21	2	,	,	PUNCT
american_scientific_journal-11530	21	3	the	the	DET
american_scientific_journal-11530	21	4	work	work	NOUN
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american_scientific_journal-11530	21	7	q.	q.	PROPN
american_scientific_journal-11530	21	8	j.	j.	PROPN
american_scientific_journal-11530	21	9	,	,	PUNCT
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american_scientific_journal-11530	21	11	k.	k.	PROPN
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american_scientific_journal-11530	21	13	,	,	PUNCT
american_scientific_journal-11530	21	14	and	and	CCONJ
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american_scientific_journal-11530	21	16	j.	j.	PROPN
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american_scientific_journal-11530	22	2	6	6	NUM
american_scientific_journal-11530	22	3	]	]	PUNCT
american_scientific_journal-11530	22	4	explores	explore	VERB
american_scientific_journal-11530	22	5	customer	customer	NOUN
american_scientific_journal-11530	22	6	experience	experience	NOUN
american_scientific_journal-11530	22	7	enhancement	enhancement	NOUN
american_scientific_journal-11530	22	8	through	through	ADP
american_scientific_journal-11530	22	9	innovative	innovative	ADJ
american_scientific_journal-11530	22	10	approaches	approach	NOUN
american_scientific_journal-11530	22	11	in	in	ADP
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american_scientific_journal-11530	22	13	public	public	ADJ
american_scientific_journal-11530	22	14	and	and	CCONJ
american_scientific_journal-11530	22	15	financial	financial	ADJ
american_scientific_journal-11530	22	16	sectors	sector	NOUN
american_scientific_journal-11530	22	17	,	,	PUNCT
american_scientific_journal-11530	22	18	demonstrating	demonstrate	VERB
american_scientific_journal-11530	22	19	the	the	DET
american_scientific_journal-11530	22	20	practical	practical	ADJ
american_scientific_journal-11530	22	21	relevance	relevance	NOUN
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american_scientific_journal-11530	22	24	adoption	adoption	NOUN
american_scientific_journal-11530	22	25	across	across	ADP
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american_scientific_journal-11530	22	28	.	.	PUNCT
american_scientific_journal-11530	23	1	a	a	DET
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american_scientific_journal-11530	23	3	contribution	contribution	NOUN
american_scientific_journal-11530	23	4	to	to	ADP
american_scientific_journal-11530	23	5	the	the	DET
american_scientific_journal-11530	23	6	study	study	NOUN
american_scientific_journal-11530	23	7	of	of	ADP
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american_scientific_journal-11530	23	9	aspects	aspect	NOUN
american_scientific_journal-11530	23	10	of	of	ADP
american_scientific_journal-11530	23	11	customer	customer	NOUN
american_scientific_journal-11530	23	12	service	service	NOUN
american_scientific_journal-11530	23	13	automation	automation	NOUN
american_scientific_journal-11530	23	14	was	be	AUX
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american_scientific_journal-11530	23	17	bharathi	bharathi	PROPN
american_scientific_journal-11530	23	18	a.	a.	NOUN
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american_scientific_journal-11530	24	2	7	7	NUM
american_scientific_journal-11530	24	3	]	]	PUNCT
american_scientific_journal-11530	24	4	,	,	PUNCT
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american_scientific_journal-11530	24	7	the	the	DET
american_scientific_journal-11530	24	8	role	role	NOUN
american_scientific_journal-11530	24	9	of	of	ADP
american_scientific_journal-11530	24	10	natural	natural	ADJ
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american_scientific_journal-11530	24	12	processing	processing	NOUN
american_scientific_journal-11530	24	13	(	(	PUNCT
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american_scientific_journal-11530	24	15	)	)	PUNCT
american_scientific_journal-11530	24	16	in	in	ADP
american_scientific_journal-11530	24	17	corporate	corporate	ADJ
american_scientific_journal-11530	24	18	systems	system	NOUN
american_scientific_journal-11530	24	19	.	.	PUNCT
american_scientific_journal-11530	25	1	the	the	DET
american_scientific_journal-11530	25	2	study	study	NOUN
american_scientific_journal-11530	25	3	addresses	address	VERB
american_scientific_journal-11530	25	4	the	the	DET
american_scientific_journal-11530	25	5	challenges	challenge	NOUN
american_scientific_journal-11530	25	6	of	of	ADP
american_scientific_journal-11530	25	7	nlp	nlp	ADJ
american_scientific_journal-11530	25	8	adaptation	adaptation	NOUN
american_scientific_journal-11530	25	9	and	and	CCONJ
american_scientific_journal-11530	25	10	integration	integration	NOUN
american_scientific_journal-11530	25	11	to	to	PART
american_scientific_journal-11530	25	12	improve	improve	VERB
american_scientific_journal-11530	25	13	user	user	NOUN
american_scientific_journal-11530	25	14	interaction	interaction	NOUN
american_scientific_journal-11530	25	15	quality	quality	NOUN
american_scientific_journal-11530	25	16	,	,	PUNCT
american_scientific_journal-11530	25	17	opening	open	VERB
american_scientific_journal-11530	25	18	new	new	ADJ
american_scientific_journal-11530	25	19	possibilities	possibility	NOUN
american_scientific_journal-11530	25	20	for	for	ADP
american_scientific_journal-11530	25	21	more	more	ADV
american_scientific_journal-11530	25	22	precise	precise	ADJ
american_scientific_journal-11530	25	23	and	and	CCONJ
american_scientific_journal-11530	25	24	personalized	personalized	ADJ
american_scientific_journal-11530	25	25	customer	customer	NOUN
american_scientific_journal-11530	25	26	support	support	NOUN
american_scientific_journal-11530	25	27	.	.	PUNCT
american_scientific_journal-11530	26	1	existing	exist	VERB
american_scientific_journal-11530	26	2	works	work	NOUN
american_scientific_journal-11530	26	3	on	on	ADP
american_scientific_journal-11530	26	4	the	the	DET
american_scientific_journal-11530	26	5	implementation	implementation	NOUN
american_scientific_journal-11530	26	6	of	of	ADP
american_scientific_journal-11530	26	7	ai	ai	NOUN
american_scientific_journal-11530	26	8	in	in	ADP
american_scientific_journal-11530	26	9	customer	customer	NOUN
american_scientific_journal-11530	26	10	support	support	NOUN
american_scientific_journal-11530	26	11	contribute	contribute	VERB
american_scientific_journal-11530	26	12	to	to	ADP
american_scientific_journal-11530	26	13	the	the	DET
american_scientific_journal-11530	26	14	development	development	NOUN
american_scientific_journal-11530	26	15	of	of	ADP
american_scientific_journal-11530	26	16	both	both	CCONJ
american_scientific_journal-11530	26	17	conceptual	conceptual	ADJ
american_scientific_journal-11530	26	18	and	and	CCONJ
american_scientific_journal-11530	26	19	technical	technical	ADJ
american_scientific_journal-11530	26	20	foundations	foundation	NOUN
american_scientific_journal-11530	26	21	;	;	PUNCT
american_scientific_journal-11530	26	22	however	however	ADV
american_scientific_journal-11530	26	23	,	,	PUNCT
american_scientific_journal-11530	26	24	many	many	ADJ
american_scientific_journal-11530	26	25	of	of	ADP
american_scientific_journal-11530	26	26	them	they	PRON
american_scientific_journal-11530	26	27	have	have	VERB
american_scientific_journal-11530	26	28	several	several	ADJ
american_scientific_journal-11530	26	29	shortcomings	shortcoming	NOUN
american_scientific_journal-11530	26	30	.	.	PUNCT
american_scientific_journal-11530	27	1	for	for	ADP
american_scientific_journal-11530	27	2	example	example	NOUN
american_scientific_journal-11530	27	3	,	,	PUNCT
american_scientific_journal-11530	27	4	the	the	DET
american_scientific_journal-11530	27	5	study	study	NOUN
american_scientific_journal-11530	27	6	by	by	ADP
american_scientific_journal-11530	27	7	inavolu	inavolu	PRON
american_scientific_journal-11530	27	8	s.	s.	PROPN
american_scientific_journal-11530	27	9	m.	m.	PROPN
american_scientific_journal-11530	28	1	[	[	X
american_scientific_journal-11530	28	2	1	1	X
american_scientific_journal-11530	28	3	]	]	PUNCT
american_scientific_journal-11530	28	4	focuses	focus	VERB
american_scientific_journal-11530	28	5	on	on	ADP
american_scientific_journal-11530	28	6	the	the	DET
american_scientific_journal-11530	28	7	evolution	evolution	NOUN
american_scientific_journal-11530	28	8	of	of	ADP
american_scientific_journal-11530	28	9	architectural	architectural	ADJ
american_scientific_journal-11530	28	10	approaches	approach	NOUN
american_scientific_journal-11530	28	11	and	and	CCONJ
american_scientific_journal-11530	28	12	strategic	strategic	ADJ
american_scientific_journal-11530	28	13	planning	planning	NOUN
american_scientific_journal-11530	28	14	,	,	PUNCT
american_scientific_journal-11530	28	15	leaving	leave	VERB
american_scientific_journal-11530	28	16	aside	aside	ADP
american_scientific_journal-11530	28	17	issues	issue	NOUN
american_scientific_journal-11530	28	18	of	of	ADP
american_scientific_journal-11530	28	19	personnel	personnel	NOUN
american_scientific_journal-11530	28	20	adaptation	adaptation	NOUN
american_scientific_journal-11530	28	21	and	and	CCONJ
american_scientific_journal-11530	28	22	organizational	organizational	ADJ
american_scientific_journal-11530	28	23	transformation	transformation	NOUN
american_scientific_journal-11530	28	24	.	.	PUNCT
american_scientific_journal-11530	29	1	the	the	DET
american_scientific_journal-11530	29	2	analysis	analysis	NOUN
american_scientific_journal-11530	29	3	of	of	ADP
american_scientific_journal-11530	29	4	the	the	DET
american_scientific_journal-11530	29	5	publication	publication	NOUN
american_scientific_journal-11530	29	6	by	by	ADP
american_scientific_journal-11530	29	7	munnangi	munnangi	PROPN
american_scientific_journal-11530	29	8	s.	s.	PROPN
american_scientific_journal-11530	29	9	[	[	X
american_scientific_journal-11530	29	10	2	2	X
american_scientific_journal-11530	29	11	]	]	PUNCT
american_scientific_journal-11530	29	12	demonstrates	demonstrate	VERB
american_scientific_journal-11530	29	13	the	the	DET
american_scientific_journal-11530	29	14	practical	practical	ADJ
american_scientific_journal-11530	29	15	effectiveness	effectiveness	NOUN
american_scientific_journal-11530	29	16	of	of	ADP
american_scientific_journal-11530	29	17	integrating	integrate	VERB
american_scientific_journal-11530	29	18	the	the	DET
american_scientific_journal-11530	29	19	pega	pega	NOUN
american_scientific_journal-11530	29	20	platform	platform	NOUN
american_scientific_journal-11530	29	21	,	,	PUNCT
american_scientific_journal-11530	29	22	but	but	CCONJ
american_scientific_journal-11530	29	23	it	it	PRON
american_scientific_journal-11530	29	24	does	do	AUX
american_scientific_journal-11530	29	25	not	not	PART
american_scientific_journal-11530	29	26	address	address	VERB
american_scientific_journal-11530	29	27	the	the	DET
american_scientific_journal-11530	29	28	long	long	ADJ
american_scientific_journal-11530	29	29	-	-	PUNCT
american_scientific_journal-11530	29	30	term	term	NOUN
american_scientific_journal-11530	29	31	consequences	consequence	NOUN
american_scientific_journal-11530	29	32	and	and	CCONJ
american_scientific_journal-11530	29	33	impact	impact	NOUN
american_scientific_journal-11530	29	34	on	on	ADP
american_scientific_journal-11530	29	35	overall	overall	ADJ
american_scientific_journal-11530	29	36	corporate	corporate	ADJ
american_scientific_journal-11530	29	37	culture	culture	NOUN
american_scientific_journal-11530	29	38	.	.	PUNCT
american_scientific_journal-11530	30	1	in	in	ADP
american_scientific_journal-11530	30	2	the	the	DET
american_scientific_journal-11530	30	3	work	work	NOUN
american_scientific_journal-11530	30	4	of	of	ADP
american_scientific_journal-11530	30	5	de	de	X
american_scientific_journal-11530	30	6	andrade	andrade	PROPN
american_scientific_journal-11530	30	7	i.	i.	PROPN
american_scientific_journal-11530	30	8	m.	m.	PROPN
american_scientific_journal-11530	30	9	and	and	CCONJ
american_scientific_journal-11530	30	10	tumelero	tumelero	NOUN
american_scientific_journal-11530	30	11	c.	c.	NOUN
american_scientific_journal-11530	31	1	[	[	X
american_scientific_journal-11530	31	2	5	5	NUM
american_scientific_journal-11530	31	3	]	]	PUNCT
american_scientific_journal-11530	31	4	,	,	PUNCT
american_scientific_journal-11530	31	5	positive	positive	ADJ
american_scientific_journal-11530	31	6	effects	effect	NOUN
american_scientific_journal-11530	31	7	of	of	ADP
american_scientific_journal-11530	31	8	using	use	VERB
american_scientific_journal-11530	31	9	chatbots	chatbot	NOUN
american_scientific_journal-11530	31	10	are	be	AUX
american_scientific_journal-11530	31	11	noted	note	VERB
american_scientific_journal-11530	31	12	;	;	PUNCT
american_scientific_journal-11530	31	13	however	however	ADV
american_scientific_journal-11530	31	14	,	,	PUNCT
american_scientific_journal-11530	31	15	a	a	DET
american_scientific_journal-11530	31	16	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	31	17	analysis	analysis	NOUN
american_scientific_journal-11530	31	18	of	of	ADP
american_scientific_journal-11530	31	19	the	the	DET
american_scientific_journal-11530	31	20	long	long	ADJ
american_scientific_journal-11530	31	21	-	-	PUNCT
american_scientific_journal-11530	31	22	term	term	NOUN
american_scientific_journal-11530	31	23	sustainability	sustainability	NOUN
american_scientific_journal-11530	31	24	of	of	ADP
american_scientific_journal-11530	31	25	such	such	ADJ
american_scientific_journal-11530	31	26	solutions	solution	NOUN
american_scientific_journal-11530	31	27	is	be	AUX
american_scientific_journal-11530	31	28	lacking	lack	VERB
american_scientific_journal-11530	31	29	.	.	PUNCT
american_scientific_journal-11530	32	1	additionally	additionally	ADV
american_scientific_journal-11530	32	2	,	,	PUNCT
american_scientific_journal-11530	32	3	issues	issue	NOUN
american_scientific_journal-11530	32	4	related	relate	VERB
american_scientific_journal-11530	32	5	to	to	ADP
american_scientific_journal-11530	32	6	the	the	DET
american_scientific_journal-11530	32	7	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	32	8	integration	integration	NOUN
american_scientific_journal-11530	32	9	of	of	ADP
american_scientific_journal-11530	32	10	natural	natural	ADJ
american_scientific_journal-11530	32	11	language	language	NOUN
american_scientific_journal-11530	32	12	processing	processing	NOUN
american_scientific_journal-11530	32	13	methods	method	NOUN
american_scientific_journal-11530	32	14	and	and	CCONJ
american_scientific_journal-11530	32	15	change	change	NOUN
american_scientific_journal-11530	32	16	management	management	NOUN
american_scientific_journal-11530	32	17	within	within	ADP
american_scientific_journal-11530	32	18	organizational	organizational	ADJ
american_scientific_journal-11530	32	19	structures	structure	NOUN
american_scientific_journal-11530	32	20	remain	remain	AUX
american_scientific_journal-11530	32	21	insufficiently	insufficiently	ADV
american_scientific_journal-11530	32	22	explored	explore	VERB
american_scientific_journal-11530	32	23	,	,	PUNCT
american_scientific_journal-11530	32	24	indicating	indicate	VERB
american_scientific_journal-11530	32	25	a	a	DET
american_scientific_journal-11530	32	26	need	need	NOUN
american_scientific_journal-11530	32	27	for	for	ADP
american_scientific_journal-11530	32	28	further	further	ADJ
american_scientific_journal-11530	32	29	research	research	NOUN
american_scientific_journal-11530	32	30	.	.	PUNCT
american_scientific_journal-11530	33	1	the	the	DET
american_scientific_journal-11530	33	2	objective	objective	NOUN
american_scientific_journal-11530	33	3	of	of	ADP
american_scientific_journal-11530	33	4	this	this	DET
american_scientific_journal-11530	33	5	study	study	NOUN
american_scientific_journal-11530	33	6	is	be	AUX
american_scientific_journal-11530	33	7	to	to	PART
american_scientific_journal-11530	33	8	analyze	analyze	VERB
american_scientific_journal-11530	33	9	the	the	DET
american_scientific_journal-11530	33	10	potential	potential	NOUN
american_scientific_journal-11530	33	11	of	of	ADP
american_scientific_journal-11530	33	12	ai	ai	ADJ
american_scientific_journal-11530	33	13	solutions	solution	NOUN
american_scientific_journal-11530	33	14	in	in	ADP
american_scientific_journal-11530	33	15	customer	customer	NOUN
american_scientific_journal-11530	33	16	support	support	NOUN
american_scientific_journal-11530	33	17	systems	system	NOUN
american_scientific_journal-11530	33	18	within	within	ADP
american_scientific_journal-11530	33	19	service	service	NOUN
american_scientific_journal-11530	33	20	companies	company	NOUN
american_scientific_journal-11530	33	21	,	,	PUNCT
american_scientific_journal-11530	33	22	assessing	assess	VERB
american_scientific_journal-11530	33	23	their	their	PRON
american_scientific_journal-11530	33	24	impact	impact	NOUN
american_scientific_journal-11530	33	25	on	on	ADP
american_scientific_journal-11530	33	26	customer	customer	NOUN
american_scientific_journal-11530	33	27	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	33	28	,	,	PUNCT
american_scientific_journal-11530	33	29	response	response	NOUN
american_scientific_journal-11530	33	30	time	time	NOUN
american_scientific_journal-11530	33	31	,	,	PUNCT
american_scientific_journal-11530	33	32	and	and	CCONJ
american_scientific_journal-11530	33	33	cost	cost	NOUN
american_scientific_journal-11530	33	34	reduction	reduction	NOUN
american_scientific_journal-11530	33	35	.	.	PUNCT
american_scientific_journal-11530	34	1	the	the	DET
american_scientific_journal-11530	34	2	scientific	scientific	ADJ
american_scientific_journal-11530	34	3	novelty	novelty	NOUN
american_scientific_journal-11530	34	4	of	of	ADP
american_scientific_journal-11530	34	5	this	this	DET
american_scientific_journal-11530	34	6	research	research	NOUN
american_scientific_journal-11530	34	7	is	be	AUX
american_scientific_journal-11530	34	8	defined	define	VERB
american_scientific_journal-11530	34	9	by	by	ADP
american_scientific_journal-11530	34	10	its	its	PRON
american_scientific_journal-11530	34	11	interdisciplinary	interdisciplinary	ADJ
american_scientific_journal-11530	34	12	approach	approach	NOUN
american_scientific_journal-11530	34	13	,	,	PUNCT
american_scientific_journal-11530	34	14	combining	combine	VERB
american_scientific_journal-11530	34	15	technical	technical	ADJ
american_scientific_journal-11530	34	16	,	,	PUNCT
american_scientific_journal-11530	34	17	economic	economic	ADJ
american_scientific_journal-11530	34	18	,	,	PUNCT
american_scientific_journal-11530	34	19	and	and	CCONJ
american_scientific_journal-11530	34	20	ethical	ethical	ADJ
american_scientific_journal-11530	34	21	aspects	aspect	NOUN
american_scientific_journal-11530	34	22	of	of	ADP
american_scientific_journal-11530	34	23	ai	ai	NOUN
american_scientific_journal-11530	34	24	in	in	ADP
american_scientific_journal-11530	34	25	customer	customer	NOUN
american_scientific_journal-11530	34	26	support	support	NOUN
american_scientific_journal-11530	34	27	while	while	SCONJ
american_scientific_journal-11530	34	28	testing	test	VERB
american_scientific_journal-11530	34	29	the	the	DET
american_scientific_journal-11530	34	30	feasibility	feasibility	NOUN
american_scientific_journal-11530	34	31	of	of	ADP
american_scientific_journal-11530	34	32	an	an	DET
american_scientific_journal-11530	34	33	efficiency	efficiency	NOUN
american_scientific_journal-11530	34	34	assessment	assessment	NOUN
american_scientific_journal-11530	34	35	model	model	NOUN
american_scientific_journal-11530	34	36	for	for	ADP
american_scientific_journal-11530	34	37	ai	ai	ADJ
american_scientific_journal-11530	34	38	-	-	PUNCT
american_scientific_journal-11530	34	39	driven	drive	VERB
american_scientific_journal-11530	34	40	solutions	solution	NOUN
american_scientific_journal-11530	34	41	in	in	ADP
american_scientific_journal-11530	34	42	organizational	organizational	ADJ
american_scientific_journal-11530	34	43	operations	operation	NOUN
american_scientific_journal-11530	34	44	.	.	PUNCT
american_scientific_journal-11530	35	1	despite	despite	SCONJ
american_scientific_journal-11530	35	2	the	the	DET
american_scientific_journal-11530	35	3	presented	present	VERB
american_scientific_journal-11530	35	4	results	result	NOUN
american_scientific_journal-11530	35	5	,	,	PUNCT
american_scientific_journal-11530	35	6	the	the	DET
american_scientific_journal-11530	35	7	study	study	NOUN
american_scientific_journal-11530	35	8	has	have	VERB
american_scientific_journal-11530	35	9	a	a	DET
american_scientific_journal-11530	35	10	number	number	NOUN
american_scientific_journal-11530	35	11	of	of	ADP
american_scientific_journal-11530	35	12	limitations	limitation	NOUN
american_scientific_journal-11530	35	13	that	that	PRON
american_scientific_journal-11530	35	14	must	must	AUX
american_scientific_journal-11530	35	15	be	be	AUX
american_scientific_journal-11530	35	16	considered	consider	VERB
american_scientific_journal-11530	35	17	when	when	SCONJ
american_scientific_journal-11530	35	18	interpreting	interpret	VERB
american_scientific_journal-11530	35	19	its	its	PRON
american_scientific_journal-11530	35	20	american	american	ADJ
american_scientific_journal-11530	35	21	academic	academic	ADJ
american_scientific_journal-11530	35	22	scientific	scientific	ADJ
american_scientific_journal-11530	35	23	research	research	NOUN
american_scientific_journal-11530	35	24	journal	journal	NOUN
american_scientific_journal-11530	35	25	for	for	ADP
american_scientific_journal-11530	35	26	engineering	engineering	NOUN
american_scientific_journal-11530	35	27	,	,	PUNCT
american_scientific_journal-11530	35	28	technology	technology	NOUN
american_scientific_journal-11530	35	29	,	,	PUNCT
american_scientific_journal-11530	35	30	and	and	CCONJ
american_scientific_journal-11530	35	31	sciences	science	NOUN
american_scientific_journal-11530	35	32	(	(	PUNCT
american_scientific_journal-11530	35	33	asrjets	asrjet	NOUN
american_scientific_journal-11530	35	34	)	)	PUNCT
american_scientific_journal-11530	35	35	volume	volume	NOUN
american_scientific_journal-11530	35	36	101	101	NUM
american_scientific_journal-11530	35	37	,	,	PUNCT
american_scientific_journal-11530	35	38	no	no	DET
american_scientific_journal-11530	35	39	1	1	NUM
american_scientific_journal-11530	35	40	,	,	PUNCT
american_scientific_journal-11530	35	41	pp	pp	ADV
american_scientific_journal-11530	35	42	316	316	NUM
american_scientific_journal-11530	35	43	-	-	SYM
american_scientific_journal-11530	35	44	324	324	NUM
american_scientific_journal-11530	35	45	318	318	NUM
american_scientific_journal-11530	35	46	conclusions	conclusion	NOUN
american_scientific_journal-11530	35	47	.	.	PUNCT
american_scientific_journal-11530	36	1	firstly	firstly	ADV
american_scientific_journal-11530	36	2	,	,	PUNCT
american_scientific_journal-11530	36	3	the	the	DET
american_scientific_journal-11530	36	4	analysis	analysis	NOUN
american_scientific_journal-11530	36	5	is	be	AUX
american_scientific_journal-11530	36	6	primarily	primarily	ADV
american_scientific_journal-11530	36	7	based	base	VERB
american_scientific_journal-11530	36	8	on	on	ADP
american_scientific_journal-11530	36	9	published	publish	VERB
american_scientific_journal-11530	36	10	data	datum	NOUN
american_scientific_journal-11530	36	11	and	and	CCONJ
american_scientific_journal-11530	36	12	case	case	NOUN
american_scientific_journal-11530	36	13	studies	study	NOUN
american_scientific_journal-11530	36	14	,	,	PUNCT
american_scientific_journal-11530	36	15	which	which	PRON
american_scientific_journal-11530	36	16	may	may	AUX
american_scientific_journal-11530	36	17	limit	limit	VERB
american_scientific_journal-11530	36	18	the	the	DET
american_scientific_journal-11530	36	19	generalizability	generalizability	NOUN
american_scientific_journal-11530	36	20	of	of	ADP
american_scientific_journal-11530	36	21	the	the	DET
american_scientific_journal-11530	36	22	results	result	NOUN
american_scientific_journal-11530	36	23	across	across	ADP
american_scientific_journal-11530	36	24	different	different	ADJ
american_scientific_journal-11530	36	25	industries	industry	NOUN
american_scientific_journal-11530	36	26	and	and	CCONJ
american_scientific_journal-11530	36	27	regions	region	NOUN
american_scientific_journal-11530	36	28	.	.	PUNCT
american_scientific_journal-11530	37	1	secondly	secondly	ADV
american_scientific_journal-11530	37	2	,	,	PUNCT
american_scientific_journal-11530	37	3	the	the	DET
american_scientific_journal-11530	37	4	methodological	methodological	ADJ
american_scientific_journal-11530	37	5	approaches	approach	NOUN
american_scientific_journal-11530	37	6	used	use	VERB
american_scientific_journal-11530	37	7	in	in	ADP
american_scientific_journal-11530	37	8	the	the	DET
american_scientific_journal-11530	37	9	sources	source	NOUN
american_scientific_journal-11530	37	10	do	do	AUX
american_scientific_journal-11530	37	11	not	not	PART
american_scientific_journal-11530	37	12	always	always	ADV
american_scientific_journal-11530	37	13	allow	allow	VERB
american_scientific_journal-11530	37	14	for	for	ADP
american_scientific_journal-11530	37	15	complete	complete	ADJ
american_scientific_journal-11530	37	16	comparability	comparability	NOUN
american_scientific_journal-11530	37	17	of	of	ADP
american_scientific_journal-11530	37	18	the	the	DET
american_scientific_journal-11530	37	19	data	datum	NOUN
american_scientific_journal-11530	37	20	,	,	PUNCT
american_scientific_journal-11530	37	21	which	which	PRON
american_scientific_journal-11530	37	22	may	may	AUX
american_scientific_journal-11530	37	23	lead	lead	VERB
american_scientific_journal-11530	37	24	to	to	PART
american_scientific_journal-11530	37	25	bias	bias	VERB
american_scientific_journal-11530	37	26	in	in	ADP
american_scientific_journal-11530	37	27	the	the	DET
american_scientific_journal-11530	37	28	comparative	comparative	ADJ
american_scientific_journal-11530	37	29	analysis	analysis	NOUN
american_scientific_journal-11530	37	30	.	.	PUNCT
american_scientific_journal-11530	38	1	additionally	additionally	ADV
american_scientific_journal-11530	38	2	,	,	PUNCT
american_scientific_journal-11530	38	3	the	the	DET
american_scientific_journal-11530	38	4	impact	impact	NOUN
american_scientific_journal-11530	38	5	of	of	ADP
american_scientific_journal-11530	38	6	external	external	ADJ
american_scientific_journal-11530	38	7	factors	factor	NOUN
american_scientific_journal-11530	38	8	—	—	PUNCT
american_scientific_journal-11530	38	9	such	such	ADJ
american_scientific_journal-11530	38	10	as	as	ADP
american_scientific_journal-11530	38	11	market	market	NOUN
american_scientific_journal-11530	38	12	dynamics	dynamic	NOUN
american_scientific_journal-11530	38	13	,	,	PUNCT
american_scientific_journal-11530	38	14	organizational	organizational	ADJ
american_scientific_journal-11530	38	15	transformations	transformation	NOUN
american_scientific_journal-11530	38	16	,	,	PUNCT
american_scientific_journal-11530	38	17	and	and	CCONJ
american_scientific_journal-11530	38	18	changes	change	NOUN
american_scientific_journal-11530	38	19	in	in	ADP
american_scientific_journal-11530	38	20	the	the	DET
american_scientific_journal-11530	38	21	legal	legal	ADJ
american_scientific_journal-11530	38	22	framework	framework	NOUN
american_scientific_journal-11530	38	23	—	—	PUNCT
american_scientific_journal-11530	38	24	was	be	AUX
american_scientific_journal-11530	38	25	not	not	PART
american_scientific_journal-11530	38	26	analyzed	analyze	VERB
american_scientific_journal-11530	38	27	in	in	ADP
american_scientific_journal-11530	38	28	detail	detail	NOUN
american_scientific_journal-11530	38	29	.	.	PUNCT
american_scientific_journal-11530	39	1	these	these	DET
american_scientific_journal-11530	39	2	limitations	limitation	NOUN
american_scientific_journal-11530	39	3	highlight	highlight	VERB
american_scientific_journal-11530	39	4	the	the	DET
american_scientific_journal-11530	39	5	need	need	NOUN
american_scientific_journal-11530	39	6	for	for	ADP
american_scientific_journal-11530	39	7	further	further	ADJ
american_scientific_journal-11530	39	8	research	research	NOUN
american_scientific_journal-11530	39	9	aimed	aim	VERB
american_scientific_journal-11530	39	10	at	at	ADP
american_scientific_journal-11530	39	11	developing	develop	VERB
american_scientific_journal-11530	39	12	a	a	DET
american_scientific_journal-11530	39	13	unified	unified	ADJ
american_scientific_journal-11530	39	14	methodology	methodology	NOUN
american_scientific_journal-11530	39	15	for	for	ADP
american_scientific_journal-11530	39	16	assessing	assess	VERB
american_scientific_journal-11530	39	17	the	the	DET
american_scientific_journal-11530	39	18	effectiveness	effectiveness	NOUN
american_scientific_journal-11530	39	19	of	of	ADP
american_scientific_journal-11530	39	20	ai	ai	ADJ
american_scientific_journal-11530	39	21	implementation	implementation	NOUN
american_scientific_journal-11530	39	22	in	in	ADP
american_scientific_journal-11530	39	23	customer	customer	NOUN
american_scientific_journal-11530	39	24	support	support	NOUN
american_scientific_journal-11530	39	25	systems	system	NOUN
american_scientific_journal-11530	39	26	.	.	PUNCT
american_scientific_journal-11530	40	1	the	the	DET
american_scientific_journal-11530	40	2	study	study	NOUN
american_scientific_journal-11530	40	3	hypothesizes	hypothesize	VERB
american_scientific_journal-11530	40	4	that	that	SCONJ
american_scientific_journal-11530	40	5	the	the	DET
american_scientific_journal-11530	40	6	proper	proper	ADJ
american_scientific_journal-11530	40	7	implementation	implementation	NOUN
american_scientific_journal-11530	40	8	and	and	CCONJ
american_scientific_journal-11530	40	9	configuration	configuration	NOUN
american_scientific_journal-11530	40	10	of	of	ADP
american_scientific_journal-11530	40	11	ai	ai	ADJ
american_scientific_journal-11530	40	12	solutions	solution	NOUN
american_scientific_journal-11530	40	13	not	not	PART
american_scientific_journal-11530	40	14	only	only	ADV
american_scientific_journal-11530	40	15	significantly	significantly	ADV
american_scientific_journal-11530	40	16	reduce	reduce	VERB
american_scientific_journal-11530	40	17	response	response	NOUN
american_scientific_journal-11530	40	18	time	time	NOUN
american_scientific_journal-11530	40	19	and	and	CCONJ
american_scientific_journal-11530	40	20	operational	operational	ADJ
american_scientific_journal-11530	40	21	costs	cost	NOUN
american_scientific_journal-11530	40	22	but	but	CCONJ
american_scientific_journal-11530	40	23	also	also	ADV
american_scientific_journal-11530	40	24	enhance	enhance	VERB
american_scientific_journal-11530	40	25	overall	overall	ADJ
american_scientific_journal-11530	40	26	customer	customer	NOUN
american_scientific_journal-11530	40	27	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	40	28	through	through	ADP
american_scientific_journal-11530	40	29	personalized	personalized	ADJ
american_scientific_journal-11530	40	30	service	service	NOUN
american_scientific_journal-11530	40	31	.	.	PUNCT
american_scientific_journal-11530	41	1	the	the	DET
american_scientific_journal-11530	41	2	research	research	NOUN
american_scientific_journal-11530	41	3	methodology	methodology	NOUN
american_scientific_journal-11530	41	4	is	be	AUX
american_scientific_journal-11530	41	5	based	base	VERB
american_scientific_journal-11530	41	6	on	on	ADP
american_scientific_journal-11530	41	7	an	an	DET
american_scientific_journal-11530	41	8	analysis	analysis	NOUN
american_scientific_journal-11530	41	9	of	of	ADP
american_scientific_journal-11530	41	10	scientific	scientific	ADJ
american_scientific_journal-11530	41	11	publications	publication	NOUN
american_scientific_journal-11530	41	12	by	by	ADP
american_scientific_journal-11530	41	13	other	other	ADJ
american_scientific_journal-11530	41	14	researchers	researcher	NOUN
american_scientific_journal-11530	41	15	.	.	PUNCT
american_scientific_journal-11530	42	1	2	2	X
american_scientific_journal-11530	42	2	.	.	X
american_scientific_journal-11530	42	3	technological	technological	ADJ
american_scientific_journal-11530	42	4	foundations	foundation	NOUN
american_scientific_journal-11530	42	5	and	and	CCONJ
american_scientific_journal-11530	42	6	classification	classification	NOUN
american_scientific_journal-11530	42	7	of	of	ADP
american_scientific_journal-11530	42	8	ai	ai	PRON
american_scientific_journal-11530	42	9	customer	customer	NOUN
american_scientific_journal-11530	42	10	support	support	NOUN
american_scientific_journal-11530	42	11	systems	system	NOUN
american_scientific_journal-11530	42	12	with	with	ADP
american_scientific_journal-11530	42	13	the	the	DET
american_scientific_journal-11530	42	14	rapid	rapid	ADJ
american_scientific_journal-11530	42	15	development	development	NOUN
american_scientific_journal-11530	42	16	of	of	ADP
american_scientific_journal-11530	42	17	digital	digital	ADJ
american_scientific_journal-11530	42	18	technologies	technology	NOUN
american_scientific_journal-11530	42	19	and	and	CCONJ
american_scientific_journal-11530	42	20	increasing	increase	VERB
american_scientific_journal-11530	42	21	demands	demand	NOUN
american_scientific_journal-11530	42	22	for	for	ADP
american_scientific_journal-11530	42	23	service	service	NOUN
american_scientific_journal-11530	42	24	quality	quality	NOUN
american_scientific_journal-11530	42	25	,	,	PUNCT
american_scientific_journal-11530	42	26	modern	modern	ADJ
american_scientific_journal-11530	42	27	aidriven	aidriven	ADJ
american_scientific_journal-11530	42	28	customer	customer	NOUN
american_scientific_journal-11530	42	29	support	support	NOUN
american_scientific_journal-11530	42	30	systems	system	NOUN
american_scientific_journal-11530	42	31	have	have	AUX
american_scientific_journal-11530	42	32	become	become	VERB
american_scientific_journal-11530	42	33	essential	essential	ADJ
american_scientific_journal-11530	42	34	tools	tool	NOUN
american_scientific_journal-11530	42	35	for	for	ADP
american_scientific_journal-11530	42	36	optimizing	optimize	VERB
american_scientific_journal-11530	42	37	business	business	NOUN
american_scientific_journal-11530	42	38	processes	process	NOUN
american_scientific_journal-11530	42	39	in	in	ADP
american_scientific_journal-11530	42	40	service	service	NOUN
american_scientific_journal-11530	42	41	companies	company	NOUN
american_scientific_journal-11530	42	42	.	.	PUNCT
american_scientific_journal-11530	43	1	these	these	DET
american_scientific_journal-11530	43	2	systems	system	NOUN
american_scientific_journal-11530	43	3	are	be	AUX
american_scientific_journal-11530	43	4	based	base	VERB
american_scientific_journal-11530	43	5	on	on	ADP
american_scientific_journal-11530	43	6	a	a	DET
american_scientific_journal-11530	43	7	combination	combination	NOUN
american_scientific_journal-11530	43	8	of	of	ADP
american_scientific_journal-11530	43	9	technologies	technology	NOUN
american_scientific_journal-11530	43	10	that	that	PRON
american_scientific_journal-11530	43	11	enable	enable	VERB
american_scientific_journal-11530	43	12	efficient	efficient	ADJ
american_scientific_journal-11530	43	13	processing	processing	NOUN
american_scientific_journal-11530	43	14	of	of	ADP
american_scientific_journal-11530	43	15	textbased	textbased	ADJ
american_scientific_journal-11530	43	16	queries	query	NOUN
american_scientific_journal-11530	43	17	,	,	PUNCT
american_scientific_journal-11530	43	18	automated	automate	VERB
american_scientific_journal-11530	43	19	recommendation	recommendation	NOUN
american_scientific_journal-11530	43	20	generation	generation	NOUN
american_scientific_journal-11530	43	21	,	,	PUNCT
american_scientific_journal-11530	43	22	and	and	CCONJ
american_scientific_journal-11530	43	23	even	even	ADV
american_scientific_journal-11530	43	24	partial	partial	ADJ
american_scientific_journal-11530	43	25	replacement	replacement	NOUN
american_scientific_journal-11530	43	26	of	of	ADP
american_scientific_journal-11530	43	27	call	call	NOUN
american_scientific_journal-11530	43	28	center	center	NOUN
american_scientific_journal-11530	43	29	operators	operator	NOUN
american_scientific_journal-11530	43	30	.	.	PUNCT
american_scientific_journal-11530	44	1	they	they	PRON
american_scientific_journal-11530	44	2	rely	rely	VERB
american_scientific_journal-11530	44	3	on	on	ADP
american_scientific_journal-11530	44	4	natural	natural	ADJ
american_scientific_journal-11530	44	5	language	language	NOUN
american_scientific_journal-11530	44	6	processing	processing	NOUN
american_scientific_journal-11530	44	7	(	(	PUNCT
american_scientific_journal-11530	44	8	nlp	nlp	NOUN
american_scientific_journal-11530	44	9	)	)	PUNCT
american_scientific_journal-11530	44	10	,	,	PUNCT
american_scientific_journal-11530	44	11	contextual	contextual	ADJ
american_scientific_journal-11530	44	12	understanding	understanding	NOUN
american_scientific_journal-11530	44	13	(	(	PUNCT
american_scientific_journal-11530	44	14	nlu	nlu	NOUN
american_scientific_journal-11530	44	15	)	)	PUNCT
american_scientific_journal-11530	44	16	,	,	PUNCT
american_scientific_journal-11530	44	17	and	and	CCONJ
american_scientific_journal-11530	44	18	large	large	ADJ
american_scientific_journal-11530	44	19	language	language	NOUN
american_scientific_journal-11530	44	20	models	model	NOUN
american_scientific_journal-11530	44	21	(	(	PUNCT
american_scientific_journal-11530	44	22	llms	llm	NOUN
american_scientific_journal-11530	44	23	)	)	PUNCT
american_scientific_journal-11530	44	24	,	,	PUNCT
american_scientific_journal-11530	44	25	ensuring	ensure	VERB
american_scientific_journal-11530	44	26	high	high	ADJ
american_scientific_journal-11530	44	27	accuracy	accuracy	NOUN
american_scientific_journal-11530	44	28	in	in	ADP
american_scientific_journal-11530	44	29	interpreting	interpret	VERB
american_scientific_journal-11530	44	30	customer	customer	NOUN
american_scientific_journal-11530	44	31	requests	request	NOUN
american_scientific_journal-11530	44	32	and	and	CCONJ
american_scientific_journal-11530	44	33	generating	generating	NOUN
american_scientific_journal-11530	44	34	responses	response	NOUN
american_scientific_journal-11530	44	35	that	that	PRON
american_scientific_journal-11530	44	36	closely	closely	ADV
american_scientific_journal-11530	44	37	resemble	resemble	VERB
american_scientific_journal-11530	44	38	human	human	ADJ
american_scientific_journal-11530	44	39	communication	communication	NOUN
american_scientific_journal-11530	44	40	[	[	X
american_scientific_journal-11530	44	41	1,3	1,3	NUM
american_scientific_journal-11530	44	42	]	]	PUNCT
american_scientific_journal-11530	44	43	.	.	PUNCT
american_scientific_journal-11530	45	1	ai	ai	VERB
american_scientific_journal-11530	45	2	solutions	solution	NOUN
american_scientific_journal-11530	45	3	in	in	ADP
american_scientific_journal-11530	45	4	customer	customer	NOUN
american_scientific_journal-11530	45	5	support	support	NOUN
american_scientific_journal-11530	45	6	can	can	AUX
american_scientific_journal-11530	45	7	be	be	AUX
american_scientific_journal-11530	45	8	classified	classify	VERB
american_scientific_journal-11530	45	9	based	base	VERB
american_scientific_journal-11530	45	10	on	on	ADP
american_scientific_journal-11530	45	11	their	their	PRON
american_scientific_journal-11530	45	12	functional	functional	ADJ
american_scientific_journal-11530	45	13	components	component	NOUN
american_scientific_journal-11530	45	14	.	.	PUNCT
american_scientific_journal-11530	46	1	the	the	DET
american_scientific_journal-11530	46	2	key	key	ADJ
american_scientific_journal-11530	46	3	elements	element	NOUN
american_scientific_journal-11530	46	4	include	include	VERB
american_scientific_journal-11530	46	5	:	:	PUNCT
american_scientific_journal-11530	46	6	●	●	NUM
american_scientific_journal-11530	46	7	natural	natural	ADJ
american_scientific_journal-11530	46	8	language	language	NOUN
american_scientific_journal-11530	46	9	processing	processing	NOUN
american_scientific_journal-11530	46	10	.	.	PUNCT
american_scientific_journal-11530	47	1	nlp	nlp	NOUN
american_scientific_journal-11530	47	2	and	and	CCONJ
american_scientific_journal-11530	47	3	nlu	nlu	PROPN
american_scientific_journal-11530	47	4	technologies	technology	NOUN
american_scientific_journal-11530	47	5	allow	allow	VERB
american_scientific_journal-11530	47	6	systems	system	NOUN
american_scientific_journal-11530	47	7	to	to	PART
american_scientific_journal-11530	47	8	interpret	interpret	VERB
american_scientific_journal-11530	47	9	customer	customer	NOUN
american_scientific_journal-11530	47	10	queries	query	NOUN
american_scientific_journal-11530	47	11	,	,	PUNCT
american_scientific_journal-11530	47	12	extract	extract	VERB
american_scientific_journal-11530	47	13	meaning	meaning	NOUN
american_scientific_journal-11530	47	14	,	,	PUNCT
american_scientific_journal-11530	47	15	and	and	CCONJ
american_scientific_journal-11530	47	16	determine	determine	VERB
american_scientific_journal-11530	47	17	user	user	NOUN
american_scientific_journal-11530	47	18	intent	intent	NOUN
american_scientific_journal-11530	47	19	.	.	PUNCT
american_scientific_journal-11530	48	1	the	the	DET
american_scientific_journal-11530	48	2	application	application	NOUN
american_scientific_journal-11530	48	3	of	of	ADP
american_scientific_journal-11530	48	4	deep	deep	ADJ
american_scientific_journal-11530	48	5	learning	learning	NOUN
american_scientific_journal-11530	48	6	models	model	NOUN
american_scientific_journal-11530	48	7	,	,	PUNCT
american_scientific_journal-11530	48	8	such	such	ADJ
american_scientific_journal-11530	48	9	as	as	ADP
american_scientific_journal-11530	48	10	bert	bert	PROPN
american_scientific_journal-11530	48	11	and	and	CCONJ
american_scientific_journal-11530	48	12	gpt-3/4	gpt-3/4	NOUN
american_scientific_journal-11530	48	13	,	,	PUNCT
american_scientific_journal-11530	48	14	enhances	enhance	VERB
american_scientific_journal-11530	48	15	the	the	DET
american_scientific_journal-11530	48	16	accuracy	accuracy	NOUN
american_scientific_journal-11530	48	17	of	of	ADP
american_scientific_journal-11530	48	18	text	text	NOUN
american_scientific_journal-11530	48	19	data	datum	NOUN
american_scientific_journal-11530	48	20	processing	processing	NOUN
american_scientific_journal-11530	48	21	,	,	PUNCT
american_scientific_journal-11530	48	22	reducing	reduce	VERB
american_scientific_journal-11530	48	23	errors	error	NOUN
american_scientific_journal-11530	48	24	and	and	CCONJ
american_scientific_journal-11530	48	25	improving	improve	VERB
american_scientific_journal-11530	48	26	response	response	NOUN
american_scientific_journal-11530	48	27	quality	quality	NOUN
american_scientific_journal-11530	48	28	[	[	X
american_scientific_journal-11530	48	29	1	1	NUM
american_scientific_journal-11530	48	30	]	]	PUNCT
american_scientific_journal-11530	48	31	.	.	PUNCT
american_scientific_journal-11530	49	1	●	●	PUNCT
american_scientific_journal-11530	49	2	interactive	interactive	ADJ
american_scientific_journal-11530	49	3	engagement	engagement	NOUN
american_scientific_journal-11530	49	4	systems	system	NOUN
american_scientific_journal-11530	49	5	.	.	PUNCT
american_scientific_journal-11530	50	1	chatbots	chatbot	NOUN
american_scientific_journal-11530	50	2	,	,	PUNCT
american_scientific_journal-11530	50	3	virtual	virtual	ADJ
american_scientific_journal-11530	50	4	assistants	assistant	NOUN
american_scientific_journal-11530	50	5	,	,	PUNCT
american_scientific_journal-11530	50	6	and	and	CCONJ
american_scientific_journal-11530	50	7	voice	voice	NOUN
american_scientific_journal-11530	50	8	-	-	PUNCT
american_scientific_journal-11530	50	9	based	base	VERB
american_scientific_journal-11530	50	10	ai	ai	AUX
american_scientific_journal-11530	50	11	integrated	integrate	VERB
american_scientific_journal-11530	50	12	with	with	ADP
american_scientific_journal-11530	50	13	crm	crm	NOUN
american_scientific_journal-11530	50	14	systems	system	NOUN
american_scientific_journal-11530	50	15	enable	enable	VERB
american_scientific_journal-11530	50	16	the	the	DET
american_scientific_journal-11530	50	17	automation	automation	NOUN
american_scientific_journal-11530	50	18	of	of	ADP
american_scientific_journal-11530	50	19	routine	routine	ADJ
american_scientific_journal-11530	50	20	customer	customer	NOUN
american_scientific_journal-11530	50	21	interactions	interaction	NOUN
american_scientific_journal-11530	50	22	.	.	PUNCT
american_scientific_journal-11530	51	1	these	these	DET
american_scientific_journal-11530	51	2	solutions	solution	NOUN
american_scientific_journal-11530	51	3	provide	provide	VERB
american_scientific_journal-11530	51	4	fast	fast	ADJ
american_scientific_journal-11530	51	5	response	response	NOUN
american_scientific_journal-11530	51	6	times	time	NOUN
american_scientific_journal-11530	51	7	,	,	PUNCT
american_scientific_journal-11530	51	8	ensure	ensure	VERB
american_scientific_journal-11530	51	9	24/7	24/7	NOUN
american_scientific_journal-11530	51	10	availability	availability	NOUN
american_scientific_journal-11530	51	11	,	,	PUNCT
american_scientific_journal-11530	51	12	and	and	CCONJ
american_scientific_journal-11530	51	13	help	help	VERB
american_scientific_journal-11530	51	14	reduce	reduce	VERB
american_scientific_journal-11530	51	15	the	the	DET
american_scientific_journal-11530	51	16	workload	workload	NOUN
american_scientific_journal-11530	51	17	of	of	ADP
american_scientific_journal-11530	51	18	call	call	NOUN
american_scientific_journal-11530	51	19	center	center	NOUN
american_scientific_journal-11530	51	20	operators	operator	NOUN
american_scientific_journal-11530	52	1	[	[	X
american_scientific_journal-11530	52	2	4,7	4,7	NUM
american_scientific_journal-11530	52	3	]	]	PUNCT
american_scientific_journal-11530	52	4	.	.	PUNCT
american_scientific_journal-11530	53	1	●	●	PUNCT
american_scientific_journal-11530	53	2	business	business	NOUN
american_scientific_journal-11530	53	3	process	process	NOUN
american_scientific_journal-11530	53	4	automation	automation	NOUN
american_scientific_journal-11530	53	5	.	.	PUNCT
american_scientific_journal-11530	54	1	the	the	DET
american_scientific_journal-11530	54	2	implementation	implementation	NOUN
american_scientific_journal-11530	54	3	of	of	ADP
american_scientific_journal-11530	54	4	robotic	robotic	ADJ
american_scientific_journal-11530	54	5	process	process	NOUN
american_scientific_journal-11530	54	6	automation	automation	NOUN
american_scientific_journal-11530	54	7	(	(	PUNCT
american_scientific_journal-11530	54	8	rpa	rpa	NOUN
american_scientific_journal-11530	54	9	)	)	PUNCT
american_scientific_journal-11530	54	10	tools	tool	NOUN
american_scientific_journal-11530	54	11	and	and	CCONJ
american_scientific_journal-11530	54	12	ai	ai	VERB
american_scientific_journal-11530	54	13	workflow	workflow	NOUN
american_scientific_journal-11530	54	14	engines	engine	NOUN
american_scientific_journal-11530	54	15	optimizes	optimize	VERB
american_scientific_journal-11530	54	16	request	request	NOUN
american_scientific_journal-11530	54	17	routing	routing	NOUN
american_scientific_journal-11530	54	18	,	,	PUNCT
american_scientific_journal-11530	54	19	reduces	reduce	VERB
american_scientific_journal-11530	54	20	processing	processing	NOUN
american_scientific_journal-11530	54	21	time	time	NOUN
american_scientific_journal-11530	54	22	,	,	PUNCT
american_scientific_journal-11530	54	23	and	and	CCONJ
american_scientific_journal-11530	54	24	lowers	lower	VERB
american_scientific_journal-11530	54	25	operational	operational	ADJ
american_scientific_journal-11530	54	26	costs	cost	NOUN
american_scientific_journal-11530	54	27	.	.	PUNCT
american_scientific_journal-11530	55	1	these	these	DET
american_scientific_journal-11530	55	2	systems	system	NOUN
american_scientific_journal-11530	55	3	dynamically	dynamically	ADV
american_scientific_journal-11530	55	4	adapt	adapt	VERB
american_scientific_journal-11530	55	5	to	to	ADP
american_scientific_journal-11530	55	6	changing	change	VERB
american_scientific_journal-11530	55	7	demand	demand	NOUN
american_scientific_journal-11530	55	8	volumes	volume	NOUN
american_scientific_journal-11530	55	9	,	,	PUNCT
american_scientific_journal-11530	55	10	which	which	PRON
american_scientific_journal-11530	55	11	is	be	AUX
american_scientific_journal-11530	55	12	particularly	particularly	ADV
american_scientific_journal-11530	55	13	beneficial	beneficial	ADJ
american_scientific_journal-11530	55	14	in	in	ADP
american_scientific_journal-11530	55	15	high	high	ADJ
american_scientific_journal-11530	55	16	-	-	PUNCT
american_scientific_journal-11530	55	17	volume	volume	NOUN
american_scientific_journal-11530	55	18	customer	customer	NOUN
american_scientific_journal-11530	55	19	support	support	NOUN
american_scientific_journal-11530	55	20	environments	environment	NOUN
american_scientific_journal-11530	55	21	[	[	X
american_scientific_journal-11530	55	22	2	2	NUM
american_scientific_journal-11530	55	23	]	]	PUNCT
american_scientific_journal-11530	55	24	.	.	PUNCT
american_scientific_journal-11530	56	1	●	●	PUNCT
american_scientific_journal-11530	56	2	analytics	analytic	NOUN
american_scientific_journal-11530	56	3	and	and	CCONJ
american_scientific_journal-11530	56	4	predictive	predictive	ADJ
american_scientific_journal-11530	56	5	modeling	modeling	NOUN
american_scientific_journal-11530	56	6	.	.	PUNCT
american_scientific_journal-11530	57	1	analytical	analytical	ADJ
american_scientific_journal-11530	57	2	and	and	CCONJ
american_scientific_journal-11530	57	3	predictive	predictive	ADJ
american_scientific_journal-11530	57	4	systems	system	NOUN
american_scientific_journal-11530	57	5	leverage	leverage	VERB
american_scientific_journal-11530	57	6	historical	historical	ADJ
american_scientific_journal-11530	57	7	data	datum	NOUN
american_scientific_journal-11530	57	8	,	,	PUNCT
american_scientific_journal-11530	57	9	machine	machine	NOUN
american_scientific_journal-11530	57	10	learning	learning	NOUN
american_scientific_journal-11530	57	11	,	,	PUNCT
american_scientific_journal-11530	57	12	and	and	CCONJ
american_scientific_journal-11530	57	13	unstructured	unstructured	ADJ
american_scientific_journal-11530	57	14	text	text	NOUN
american_scientific_journal-11530	57	15	processing	processing	NOUN
american_scientific_journal-11530	57	16	to	to	PART
american_scientific_journal-11530	57	17	forecast	forecast	VERB
american_scientific_journal-11530	57	18	customer	customer	NOUN
american_scientific_journal-11530	57	19	behavior	behavior	NOUN
american_scientific_journal-11530	57	20	and	and	CCONJ
american_scientific_journal-11530	57	21	identify	identify	VERB
american_scientific_journal-11530	57	22	trends	trend	NOUN
american_scientific_journal-11530	57	23	.	.	PUNCT
american_scientific_journal-11530	58	1	this	this	PRON
american_scientific_journal-11530	58	2	enables	enable	VERB
american_scientific_journal-11530	58	3	precise	precise	ADJ
american_scientific_journal-11530	58	4	adjustments	adjustment	NOUN
american_scientific_journal-11530	58	5	to	to	PART
american_scientific_journal-11530	58	6	support	support	VERB
american_scientific_journal-11530	58	7	processes	process	NOUN
american_scientific_journal-11530	58	8	,	,	PUNCT
american_scientific_journal-11530	58	9	improving	improve	VERB
american_scientific_journal-11530	58	10	overall	overall	ADJ
american_scientific_journal-11530	58	11	customer	customer	NOUN
american_scientific_journal-11530	58	12	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	58	13	[	[	X
american_scientific_journal-11530	58	14	1,3	1,3	NUM
american_scientific_journal-11530	58	15	]	]	X
american_scientific_journal-11530	58	16	.	.	PUNCT
american_scientific_journal-11530	59	1	●	●	PUNCT
american_scientific_journal-11530	59	2	personalized	personalized	ADJ
american_scientific_journal-11530	59	3	interaction	interaction	NOUN
american_scientific_journal-11530	59	4	.	.	PUNCT
american_scientific_journal-11530	60	1	personalization	personalization	NOUN
american_scientific_journal-11530	60	2	systems	system	NOUN
american_scientific_journal-11530	60	3	,	,	PUNCT
american_scientific_journal-11530	60	4	driven	drive	VERB
american_scientific_journal-11530	60	5	by	by	ADP
american_scientific_journal-11530	60	6	recommendation	recommendation	NOUN
american_scientific_journal-11530	60	7	algorithms	algorithm	NOUN
american_scientific_journal-11530	60	8	and	and	CCONJ
american_scientific_journal-11530	60	9	american	american	ADJ
american_scientific_journal-11530	60	10	academic	academic	ADJ
american_scientific_journal-11530	60	11	scientific	scientific	ADJ
american_scientific_journal-11530	60	12	research	research	NOUN
american_scientific_journal-11530	60	13	journal	journal	NOUN
american_scientific_journal-11530	60	14	for	for	ADP
american_scientific_journal-11530	60	15	engineering	engineering	NOUN
american_scientific_journal-11530	60	16	,	,	PUNCT
american_scientific_journal-11530	60	17	technology	technology	NOUN
american_scientific_journal-11530	60	18	,	,	PUNCT
american_scientific_journal-11530	60	19	and	and	CCONJ
american_scientific_journal-11530	60	20	sciences	science	NOUN
american_scientific_journal-11530	60	21	(	(	PUNCT
american_scientific_journal-11530	60	22	asrjets	asrjet	NOUN
american_scientific_journal-11530	60	23	)	)	PUNCT
american_scientific_journal-11530	60	24	volume	volume	NOUN
american_scientific_journal-11530	60	25	101	101	NUM
american_scientific_journal-11530	60	26	,	,	PUNCT
american_scientific_journal-11530	60	27	no	no	DET
american_scientific_journal-11530	60	28	1	1	NUM
american_scientific_journal-11530	60	29	,	,	PUNCT
american_scientific_journal-11530	60	30	pp	pp	ADV
american_scientific_journal-11530	60	31	316	316	NUM
american_scientific_journal-11530	60	32	-	-	SYM
american_scientific_journal-11530	60	33	324	324	NUM
american_scientific_journal-11530	60	34	319	319	NUM
american_scientific_journal-11530	60	35	collaborative	collaborative	ADJ
american_scientific_journal-11530	60	36	filtering	filtering	NOUN
american_scientific_journal-11530	60	37	,	,	PUNCT
american_scientific_journal-11530	60	38	tailor	tailor	NOUN
american_scientific_journal-11530	60	39	service	service	NOUN
american_scientific_journal-11530	60	40	offerings	offering	NOUN
american_scientific_journal-11530	60	41	based	base	VERB
american_scientific_journal-11530	60	42	on	on	ADP
american_scientific_journal-11530	60	43	individual	individual	ADJ
american_scientific_journal-11530	60	44	customer	customer	NOUN
american_scientific_journal-11530	60	45	preferences	preference	NOUN
american_scientific_journal-11530	60	46	.	.	PUNCT
american_scientific_journal-11530	61	1	this	this	PRON
american_scientific_journal-11530	61	2	increases	increase	VERB
american_scientific_journal-11530	61	3	engagement	engagement	NOUN
american_scientific_journal-11530	61	4	,	,	PUNCT
american_scientific_journal-11530	61	5	encourages	encourage	VERB
american_scientific_journal-11530	61	6	repeat	repeat	NOUN
american_scientific_journal-11530	61	7	interactions	interaction	NOUN
american_scientific_journal-11530	61	8	,	,	PUNCT
american_scientific_journal-11530	61	9	and	and	CCONJ
american_scientific_journal-11530	61	10	fosters	foster	VERB
american_scientific_journal-11530	61	11	customer	customer	NOUN
american_scientific_journal-11530	61	12	loyalty	loyalty	NOUN
american_scientific_journal-11530	61	13	[	[	X
american_scientific_journal-11530	61	14	1,5	1,5	NUM
american_scientific_journal-11530	61	15	]	]	PUNCT
american_scientific_journal-11530	61	16	.	.	PUNCT
american_scientific_journal-11530	62	1	to	to	PART
american_scientific_journal-11530	62	2	better	well	ADV
american_scientific_journal-11530	62	3	illustrate	illustrate	VERB
american_scientific_journal-11530	62	4	the	the	DET
american_scientific_journal-11530	62	5	classification	classification	NOUN
american_scientific_journal-11530	62	6	and	and	CCONJ
american_scientific_journal-11530	62	7	technological	technological	ADJ
american_scientific_journal-11530	62	8	structure	structure	NOUN
american_scientific_journal-11530	62	9	of	of	ADP
american_scientific_journal-11530	62	10	ai	ai	ADJ
american_scientific_journal-11530	62	11	-	-	PUNCT
american_scientific_journal-11530	62	12	powered	power	VERB
american_scientific_journal-11530	62	13	customer	customer	NOUN
american_scientific_journal-11530	62	14	support	support	NOUN
american_scientific_journal-11530	62	15	systems	system	NOUN
american_scientific_journal-11530	62	16	,	,	PUNCT
american_scientific_journal-11530	62	17	table	table	NOUN
american_scientific_journal-11530	62	18	1	1	NUM
american_scientific_journal-11530	62	19	summarizes	summarize	NOUN
american_scientific_journal-11530	62	20	the	the	DET
american_scientific_journal-11530	62	21	main	main	ADJ
american_scientific_journal-11530	62	22	categories	category	NOUN
american_scientific_journal-11530	62	23	,	,	PUNCT
american_scientific_journal-11530	62	24	applied	apply	VERB
american_scientific_journal-11530	62	25	technologies	technology	NOUN
american_scientific_journal-11530	62	26	,	,	PUNCT
american_scientific_journal-11530	62	27	and	and	CCONJ
american_scientific_journal-11530	62	28	key	key	ADJ
american_scientific_journal-11530	62	29	performance	performance	NOUN
american_scientific_journal-11530	62	30	indicators	indicator	NOUN
american_scientific_journal-11530	62	31	.	.	PUNCT
american_scientific_journal-11530	63	1	table	table	NOUN
american_scientific_journal-11530	63	2	1	1	NUM
american_scientific_journal-11530	63	3	:	:	PUNCT
american_scientific_journal-11530	63	4	classification	classification	NOUN
american_scientific_journal-11530	63	5	and	and	CCONJ
american_scientific_journal-11530	63	6	technological	technological	ADJ
american_scientific_journal-11530	63	7	foundations	foundation	NOUN
american_scientific_journal-11530	63	8	of	of	ADP
american_scientific_journal-11530	63	9	ai	ai	PRON
american_scientific_journal-11530	63	10	customer	customer	NOUN
american_scientific_journal-11530	63	11	support	support	NOUN
american_scientific_journal-11530	63	12	systems	system	NOUN
american_scientific_journal-11530	63	13	[	[	X
american_scientific_journal-11530	63	14	1	1	NUM
american_scientific_journal-11530	63	15	-	-	SYM
american_scientific_journal-11530	63	16	3	3	NUM
american_scientific_journal-11530	63	17	]	]	PUNCT
american_scientific_journal-11530	63	18	.	.	PUNCT
american_scientific_journal-11530	64	1	category	category	NOUN
american_scientific_journal-11530	64	2	description	description	NOUN
american_scientific_journal-11530	64	3	examples	example	NOUN
american_scientific_journal-11530	64	4	of	of	ADP
american_scientific_journal-11530	64	5	technologies	technology	NOUN
american_scientific_journal-11530	64	6	/	/	SYM
american_scientific_journal-11530	64	7	frameworks	framework	NOUN
american_scientific_journal-11530	64	8	key	key	ADJ
american_scientific_journal-11530	64	9	performance	performance	NOUN
american_scientific_journal-11530	64	10	indicators	indicator	NOUN
american_scientific_journal-11530	64	11	natural	natural	ADJ
american_scientific_journal-11530	64	12	language	language	NOUN
american_scientific_journal-11530	64	13	processing	processing	NOUN
american_scientific_journal-11530	64	14	interpretation	interpretation	NOUN
american_scientific_journal-11530	64	15	of	of	ADP
american_scientific_journal-11530	64	16	text	text	NOUN
american_scientific_journal-11530	64	17	-	-	PUNCT
american_scientific_journal-11530	64	18	based	base	VERB
american_scientific_journal-11530	64	19	queries	query	NOUN
american_scientific_journal-11530	64	20	using	use	VERB
american_scientific_journal-11530	64	21	nlp	nlp	NOUN
american_scientific_journal-11530	64	22	and	and	CCONJ
american_scientific_journal-11530	64	23	nlu	nlu	NOUN
american_scientific_journal-11530	64	24	techniques	technique	NOUN
american_scientific_journal-11530	64	25	bert	bert	PROPN
american_scientific_journal-11530	64	26	,	,	PUNCT
american_scientific_journal-11530	64	27	gpt-3/4	gpt-3/4	PROPN
american_scientific_journal-11530	64	28	,	,	PUNCT
american_scientific_journal-11530	64	29	eliza	eliza	PROPN
american_scientific_journal-11530	64	30	recognition	recognition	PROPN
american_scientific_journal-11530	64	31	accuracy	accuracy	NOUN
american_scientific_journal-11530	64	32	,	,	PUNCT
american_scientific_journal-11530	64	33	processing	processing	NOUN
american_scientific_journal-11530	64	34	speed	speed	NOUN
american_scientific_journal-11530	64	35	interactive	interactive	ADJ
american_scientific_journal-11530	64	36	systems	system	NOUN
american_scientific_journal-11530	64	37	automated	automate	VERB
american_scientific_journal-11530	64	38	customer	customer	NOUN
american_scientific_journal-11530	64	39	interactions	interaction	NOUN
american_scientific_journal-11530	64	40	(	(	PUNCT
american_scientific_journal-11530	64	41	chatbots	chatbot	NOUN
american_scientific_journal-11530	64	42	,	,	PUNCT
american_scientific_journal-11530	64	43	virtual	virtual	ADJ
american_scientific_journal-11530	64	44	assistants	assistant	NOUN
american_scientific_journal-11530	64	45	,	,	PUNCT
american_scientific_journal-11530	64	46	voicebased	voicebase	VERB
american_scientific_journal-11530	64	47	ai	ai	NOUN
american_scientific_journal-11530	64	48	)	)	PUNCT
american_scientific_journal-11530	64	49	dialogflow	dialogflow	NOUN
american_scientific_journal-11530	64	50	,	,	PUNCT
american_scientific_journal-11530	64	51	ibm	ibm	PROPN
american_scientific_journal-11530	64	52	watson	watson	PROPN
american_scientific_journal-11530	64	53	assistant	assistant	NOUN
american_scientific_journal-11530	64	54	,	,	PUNCT
american_scientific_journal-11530	64	55	pega	pega	NOUN
american_scientific_journal-11530	64	56	chatbots	chatbots	PROPN
american_scientific_journal-11530	64	57	response	response	NOUN
american_scientific_journal-11530	64	58	time	time	NOUN
american_scientific_journal-11530	64	59	,	,	PUNCT
american_scientific_journal-11530	64	60	first	first	ADJ
american_scientific_journal-11530	64	61	-	-	PUNCT
american_scientific_journal-11530	64	62	contact	contact	NOUN
american_scientific_journal-11530	64	63	resolution	resolution	NOUN
american_scientific_journal-11530	64	64	,	,	PUNCT
american_scientific_journal-11530	64	65	uptime	uptime	NOUN
american_scientific_journal-11530	64	66	process	process	NOUN
american_scientific_journal-11530	64	67	automation	automation	NOUN
american_scientific_journal-11530	64	68	automation	automation	NOUN
american_scientific_journal-11530	64	69	of	of	ADP
american_scientific_journal-11530	64	70	routine	routine	ADJ
american_scientific_journal-11530	64	71	operations	operation	NOUN
american_scientific_journal-11530	64	72	and	and	CCONJ
american_scientific_journal-11530	64	73	request	request	NOUN
american_scientific_journal-11530	64	74	routing	route	VERB
american_scientific_journal-11530	64	75	rpa	rpa	NOUN
american_scientific_journal-11530	64	76	,	,	PUNCT
american_scientific_journal-11530	64	77	ai	ai	VERB
american_scientific_journal-11530	64	78	workflow	workflow	NOUN
american_scientific_journal-11530	64	79	engines	engine	NOUN
american_scientific_journal-11530	64	80	,	,	PUNCT
american_scientific_journal-11530	64	81	ai	ai	AUX
american_scientific_journal-11530	64	82	routing	route	VERB
american_scientific_journal-11530	64	83	algorithms	algorithm	NOUN
american_scientific_journal-11530	64	84	reduced	reduce	VERB
american_scientific_journal-11530	64	85	processing	processing	NOUN
american_scientific_journal-11530	64	86	time	time	NOUN
american_scientific_journal-11530	64	87	,	,	PUNCT
american_scientific_journal-11530	64	88	cost	cost	NOUN
american_scientific_journal-11530	64	89	reduction	reduction	NOUN
american_scientific_journal-11530	64	90	analytics	analytic	NOUN
american_scientific_journal-11530	64	91	and	and	CCONJ
american_scientific_journal-11530	64	92	predictive	predictive	ADJ
american_scientific_journal-11530	64	93	modeling	modeling	NOUN
american_scientific_journal-11530	64	94	data	data	NOUN
american_scientific_journal-11530	64	95	analysis	analysis	NOUN
american_scientific_journal-11530	64	96	and	and	CCONJ
american_scientific_journal-11530	64	97	customer	customer	NOUN
american_scientific_journal-11530	64	98	behavior	behavior	NOUN
american_scientific_journal-11530	64	99	prediction	prediction	NOUN
american_scientific_journal-11530	64	100	for	for	ADP
american_scientific_journal-11530	64	101	service	service	NOUN
american_scientific_journal-11530	64	102	optimization	optimization	NOUN
american_scientific_journal-11530	64	103	predictive	predictive	ADJ
american_scientific_journal-11530	64	104	analytics	analytic	NOUN
american_scientific_journal-11530	64	105	,	,	PUNCT
american_scientific_journal-11530	64	106	sentiment	sentiment	NOUN
american_scientific_journal-11530	64	107	analysis	analysis	NOUN
american_scientific_journal-11530	64	108	,	,	PUNCT
american_scientific_journal-11530	64	109	text	text	NOUN
american_scientific_journal-11530	64	110	analytics	analytic	NOUN
american_scientific_journal-11530	64	111	forecast	forecast	NOUN
american_scientific_journal-11530	64	112	accuracy	accuracy	NOUN
american_scientific_journal-11530	64	113	,	,	PUNCT
american_scientific_journal-11530	64	114	customer	customer	NOUN
american_scientific_journal-11530	64	115	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	64	116	improvement	improvement	NOUN
american_scientific_journal-11530	64	117	personalization	personalization	NOUN
american_scientific_journal-11530	64	118	customizing	customizing	NOUN
american_scientific_journal-11530	64	119	interactions	interaction	NOUN
american_scientific_journal-11530	64	120	based	base	VERB
american_scientific_journal-11530	64	121	on	on	ADP
american_scientific_journal-11530	64	122	customer	customer	NOUN
american_scientific_journal-11530	64	123	data	datum	NOUN
american_scientific_journal-11530	64	124	analysis	analysis	NOUN
american_scientific_journal-11530	64	125	recommender	recommender	NOUN
american_scientific_journal-11530	64	126	systems	system	NOUN
american_scientific_journal-11530	64	127	,	,	PUNCT
american_scientific_journal-11530	64	128	collaborative	collaborative	ADJ
american_scientific_journal-11530	64	129	filtering	filtering	NOUN
american_scientific_journal-11530	64	130	increased	increase	VERB
american_scientific_journal-11530	64	131	engagement	engagement	NOUN
american_scientific_journal-11530	64	132	,	,	PUNCT
american_scientific_journal-11530	64	133	higher	high	ADJ
american_scientific_journal-11530	64	134	repeat	repeat	NOUN
american_scientific_journal-11530	64	135	interaction	interaction	NOUN
american_scientific_journal-11530	64	136	rates	rate	NOUN
american_scientific_journal-11530	64	137	as	as	SCONJ
american_scientific_journal-11530	64	138	shown	show	VERB
american_scientific_journal-11530	64	139	in	in	ADP
american_scientific_journal-11530	64	140	table	table	NOUN
american_scientific_journal-11530	64	141	1	1	NUM
american_scientific_journal-11530	64	142	,	,	PUNCT
american_scientific_journal-11530	64	143	each	each	DET
american_scientific_journal-11530	64	144	category	category	NOUN
american_scientific_journal-11530	64	145	plays	play	VERB
american_scientific_journal-11530	64	146	a	a	DET
american_scientific_journal-11530	64	147	critical	critical	ADJ
american_scientific_journal-11530	64	148	role	role	NOUN
american_scientific_journal-11530	64	149	in	in	ADP
american_scientific_journal-11530	64	150	the	the	DET
american_scientific_journal-11530	64	151	overall	overall	ADJ
american_scientific_journal-11530	64	152	support	support	NOUN
american_scientific_journal-11530	64	153	system	system	NOUN
american_scientific_journal-11530	64	154	,	,	PUNCT
american_scientific_journal-11530	64	155	creating	create	VERB
american_scientific_journal-11530	64	156	a	a	DET
american_scientific_journal-11530	64	157	synergistic	synergistic	ADJ
american_scientific_journal-11530	64	158	effect	effect	NOUN
american_scientific_journal-11530	64	159	through	through	ADP
american_scientific_journal-11530	64	160	the	the	DET
american_scientific_journal-11530	64	161	integration	integration	NOUN
american_scientific_journal-11530	64	162	of	of	ADP
american_scientific_journal-11530	64	163	various	various	ADJ
american_scientific_journal-11530	64	164	technologies	technology	NOUN
american_scientific_journal-11530	64	165	.	.	PUNCT
american_scientific_journal-11530	65	1	many	many	ADJ
american_scientific_journal-11530	65	2	modern	modern	ADJ
american_scientific_journal-11530	65	3	ai	ai	NOUN
american_scientific_journal-11530	65	4	solutions	solution	NOUN
american_scientific_journal-11530	65	5	are	be	AUX
american_scientific_journal-11530	65	6	implement+ed	implement+ed	ADJ
american_scientific_journal-11530	65	7	on	on	ADP
american_scientific_journal-11530	65	8	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	65	9	platforms	platform	NOUN
american_scientific_journal-11530	65	10	(	(	PUNCT
american_scientific_journal-11530	65	11	such	such	ADJ
american_scientific_journal-11530	65	12	as	as	ADP
american_scientific_journal-11530	65	13	pega	pega	NOUN
american_scientific_journal-11530	65	14	)	)	PUNCT
american_scientific_journal-11530	65	15	,	,	PUNCT
american_scientific_journal-11530	65	16	which	which	PRON
american_scientific_journal-11530	65	17	consolidate	consolidate	VERB
american_scientific_journal-11530	65	18	request	request	NOUN
american_scientific_journal-11530	65	19	processing	processing	NOUN
american_scientific_journal-11530	65	20	,	,	PUNCT
american_scientific_journal-11530	65	21	process	process	NOUN
american_scientific_journal-11530	65	22	automation	automation	NOUN
american_scientific_journal-11530	65	23	,	,	PUNCT
american_scientific_journal-11530	65	24	and	and	CCONJ
american_scientific_journal-11530	65	25	analytics	analytic	NOUN
american_scientific_journal-11530	65	26	into	into	ADP
american_scientific_journal-11530	65	27	a	a	DET
american_scientific_journal-11530	65	28	unified	unified	ADJ
american_scientific_journal-11530	65	29	system	system	NOUN
american_scientific_journal-11530	65	30	,	,	PUNCT
american_scientific_journal-11530	65	31	ensuring	ensure	VERB
american_scientific_journal-11530	65	32	high	high	ADJ
american_scientific_journal-11530	65	33	efficiency	efficiency	NOUN
american_scientific_journal-11530	65	34	in	in	ADP
american_scientific_journal-11530	65	35	real	real	ADJ
american_scientific_journal-11530	65	36	-	-	PUNCT
american_scientific_journal-11530	65	37	world	world	NOUN
american_scientific_journal-11530	65	38	business	business	NOUN
american_scientific_journal-11530	65	39	applications	application	NOUN
american_scientific_journal-11530	65	40	.	.	PUNCT
american_scientific_journal-11530	66	1	thus	thus	ADV
american_scientific_journal-11530	66	2	,	,	PUNCT
american_scientific_journal-11530	66	3	the	the	DET
american_scientific_journal-11530	66	4	technological	technological	ADJ
american_scientific_journal-11530	66	5	foundations	foundation	NOUN
american_scientific_journal-11530	66	6	and	and	CCONJ
american_scientific_journal-11530	66	7	classification	classification	NOUN
american_scientific_journal-11530	66	8	of	of	ADP
american_scientific_journal-11530	66	9	ai	ai	PRON
american_scientific_journal-11530	66	10	customer	customer	NOUN
american_scientific_journal-11530	66	11	support	support	NOUN
american_scientific_journal-11530	66	12	systems	system	NOUN
american_scientific_journal-11530	66	13	represent	represent	VERB
american_scientific_journal-11530	66	14	an	an	DET
american_scientific_journal-11530	66	15	integration	integration	NOUN
american_scientific_journal-11530	66	16	of	of	ADP
american_scientific_journal-11530	66	17	advanced	advanced	ADJ
american_scientific_journal-11530	66	18	nlp	nlp	NOUN
american_scientific_journal-11530	66	19	methods	method	NOUN
american_scientific_journal-11530	66	20	,	,	PUNCT
american_scientific_journal-11530	66	21	interactive	interactive	ADJ
american_scientific_journal-11530	66	22	engagement	engagement	NOUN
american_scientific_journal-11530	66	23	systems	system	NOUN
american_scientific_journal-11530	66	24	,	,	PUNCT
american_scientific_journal-11530	66	25	business	business	NOUN
american_scientific_journal-11530	66	26	process	process	NOUN
american_scientific_journal-11530	66	27	automation	automation	NOUN
american_scientific_journal-11530	66	28	,	,	PUNCT
american_scientific_journal-11530	66	29	analytics	analytic	NOUN
american_scientific_journal-11530	66	30	,	,	PUNCT
american_scientific_journal-11530	66	31	and	and	CCONJ
american_scientific_journal-11530	66	32	personalization	personalization	NOUN
american_scientific_journal-11530	66	33	.	.	PUNCT
american_scientific_journal-11530	67	1	this	this	DET
american_scientific_journal-11530	67	2	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	67	3	approach	approach	NOUN
american_scientific_journal-11530	67	4	not	not	PART
american_scientific_journal-11530	67	5	only	only	ADV
american_scientific_journal-11530	67	6	enhances	enhance	VERB
american_scientific_journal-11530	67	7	service	service	NOUN
american_scientific_journal-11530	67	8	quality	quality	NOUN
american_scientific_journal-11530	67	9	and	and	CCONJ
american_scientific_journal-11530	67	10	customer	customer	NOUN
american_scientific_journal-11530	67	11	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	67	12	but	but	CCONJ
american_scientific_journal-11530	67	13	also	also	ADV
american_scientific_journal-11530	67	14	optimizes	optimize	VERB
american_scientific_journal-11530	67	15	operational	operational	ADJ
american_scientific_journal-11530	67	16	costs	cost	NOUN
american_scientific_journal-11530	67	17	,	,	PUNCT
american_scientific_journal-11530	67	18	providing	provide	VERB
american_scientific_journal-11530	67	19	a	a	DET
american_scientific_journal-11530	67	20	competitive	competitive	ADJ
american_scientific_journal-11530	67	21	advantage	advantage	NOUN
american_scientific_journal-11530	67	22	in	in	ADP
american_scientific_journal-11530	67	23	today	today	NOUN
american_scientific_journal-11530	67	24	's	's	PART
american_scientific_journal-11530	67	25	digital	digital	ADJ
american_scientific_journal-11530	67	26	business	business	NOUN
american_scientific_journal-11530	67	27	landscape	landscape	NOUN
american_scientific_journal-11530	67	28	.	.	PUNCT
american_scientific_journal-11530	68	1	3	3	X
american_scientific_journal-11530	68	2	.	.	X
american_scientific_journal-11530	68	3	the	the	DET
american_scientific_journal-11530	68	4	impact	impact	NOUN
american_scientific_journal-11530	68	5	of	of	ADP
american_scientific_journal-11530	68	6	ai	ai	ADJ
american_scientific_journal-11530	68	7	implementation	implementation	NOUN
american_scientific_journal-11530	68	8	on	on	ADP
american_scientific_journal-11530	68	9	key	key	ADJ
american_scientific_journal-11530	68	10	service	service	NOUN
american_scientific_journal-11530	68	11	efficiency	efficiency	NOUN
american_scientific_journal-11530	68	12	indicators	indicator	NOUN
american_scientific_journal-11530	68	13	the	the	DET
american_scientific_journal-11530	68	14	integration	integration	NOUN
american_scientific_journal-11530	68	15	of	of	ADP
american_scientific_journal-11530	68	16	artificial	artificial	ADJ
american_scientific_journal-11530	68	17	intelligence	intelligence	NOUN
american_scientific_journal-11530	68	18	(	(	PUNCT
american_scientific_journal-11530	68	19	ai	ai	NOUN
american_scientific_journal-11530	68	20	)	)	PUNCT
american_scientific_journal-11530	68	21	into	into	ADP
american_scientific_journal-11530	68	22	customer	customer	NOUN
american_scientific_journal-11530	68	23	support	support	NOUN
american_scientific_journal-11530	68	24	processes	process	NOUN
american_scientific_journal-11530	68	25	has	have	VERB
american_scientific_journal-11530	68	26	a	a	DET
american_scientific_journal-11530	68	27	significant	significant	ADJ
american_scientific_journal-11530	68	28	impact	impact	NOUN
american_scientific_journal-11530	68	29	on	on	ADP
american_scientific_journal-11530	68	30	service	service	NOUN
american_scientific_journal-11530	68	31	american	american	PROPN
american_scientific_journal-11530	68	32	academic	academic	PROPN
american_scientific_journal-11530	68	33	scientific	scientific	ADJ
american_scientific_journal-11530	68	34	research	research	NOUN
american_scientific_journal-11530	68	35	journal	journal	NOUN
american_scientific_journal-11530	68	36	for	for	ADP
american_scientific_journal-11530	68	37	engineering	engineering	NOUN
american_scientific_journal-11530	68	38	,	,	PUNCT
american_scientific_journal-11530	68	39	technology	technology	NOUN
american_scientific_journal-11530	68	40	,	,	PUNCT
american_scientific_journal-11530	68	41	and	and	CCONJ
american_scientific_journal-11530	68	42	sciences	science	NOUN
american_scientific_journal-11530	68	43	(	(	PUNCT
american_scientific_journal-11530	68	44	asrjets	asrjet	NOUN
american_scientific_journal-11530	68	45	)	)	PUNCT
american_scientific_journal-11530	68	46	volume	volume	NOUN
american_scientific_journal-11530	68	47	101	101	NUM
american_scientific_journal-11530	68	48	,	,	PUNCT
american_scientific_journal-11530	68	49	no	no	DET
american_scientific_journal-11530	68	50	1	1	NUM
american_scientific_journal-11530	68	51	,	,	PUNCT
american_scientific_journal-11530	68	52	pp	pp	ADV
american_scientific_journal-11530	68	53	316	316	NUM
american_scientific_journal-11530	68	54	-	-	SYM
american_scientific_journal-11530	68	55	324	324	NUM
american_scientific_journal-11530	68	56	320	320	NUM
american_scientific_journal-11530	68	57	efficiency	efficiency	NOUN
american_scientific_journal-11530	68	58	by	by	ADP
american_scientific_journal-11530	68	59	improving	improve	VERB
american_scientific_journal-11530	68	60	response	response	NOUN
american_scientific_journal-11530	68	61	speed	speed	NOUN
american_scientific_journal-11530	68	62	,	,	PUNCT
american_scientific_journal-11530	68	63	enhancing	enhance	VERB
american_scientific_journal-11530	68	64	interaction	interaction	NOUN
american_scientific_journal-11530	68	65	quality	quality	NOUN
american_scientific_journal-11530	68	66	,	,	PUNCT
american_scientific_journal-11530	68	67	and	and	CCONJ
american_scientific_journal-11530	68	68	optimizing	optimize	VERB
american_scientific_journal-11530	68	69	operational	operational	ADJ
american_scientific_journal-11530	68	70	costs	cost	NOUN
american_scientific_journal-11530	68	71	.	.	PUNCT
american_scientific_journal-11530	69	1	modern	modern	ADJ
american_scientific_journal-11530	69	2	studies	study	NOUN
american_scientific_journal-11530	69	3	indicate	indicate	VERB
american_scientific_journal-11530	69	4	that	that	SCONJ
american_scientific_journal-11530	69	5	ai	ai	ADJ
american_scientific_journal-11530	69	6	solutions	solution	NOUN
american_scientific_journal-11530	69	7	based	base	VERB
american_scientific_journal-11530	69	8	on	on	ADP
american_scientific_journal-11530	69	9	natural	natural	ADJ
american_scientific_journal-11530	69	10	language	language	NOUN
american_scientific_journal-11530	69	11	processing	processing	NOUN
american_scientific_journal-11530	69	12	(	(	PUNCT
american_scientific_journal-11530	69	13	nlp	nlp	NOUN
american_scientific_journal-11530	69	14	)	)	PUNCT
american_scientific_journal-11530	69	15	,	,	PUNCT
american_scientific_journal-11530	69	16	machine	machine	NOUN
american_scientific_journal-11530	69	17	learning	learning	NOUN
american_scientific_journal-11530	69	18	,	,	PUNCT
american_scientific_journal-11530	69	19	and	and	CCONJ
american_scientific_journal-11530	69	20	business	business	NOUN
american_scientific_journal-11530	69	21	process	process	NOUN
american_scientific_journal-11530	69	22	automation	automation	NOUN
american_scientific_journal-11530	69	23	can	can	AUX
american_scientific_journal-11530	69	24	significantly	significantly	ADV
american_scientific_journal-11530	69	25	reduce	reduce	VERB
american_scientific_journal-11530	69	26	response	response	NOUN
american_scientific_journal-11530	69	27	time	time	NOUN
american_scientific_journal-11530	69	28	,	,	PUNCT
american_scientific_journal-11530	69	29	increase	increase	VERB
american_scientific_journal-11530	69	30	the	the	DET
american_scientific_journal-11530	69	31	percentage	percentage	NOUN
american_scientific_journal-11530	69	32	of	of	ADP
american_scientific_journal-11530	69	33	first	first	ADJ
american_scientific_journal-11530	69	34	-	-	PUNCT
american_scientific_journal-11530	69	35	contact	contact	NOUN
american_scientific_journal-11530	69	36	resolution	resolution	NOUN
american_scientific_journal-11530	69	37	,	,	PUNCT
american_scientific_journal-11530	69	38	and	and	CCONJ
american_scientific_journal-11530	69	39	lower	low	ADJ
american_scientific_journal-11530	69	40	customer	customer	NOUN
american_scientific_journal-11530	69	41	service	service	NOUN
american_scientific_journal-11530	69	42	expenses	expense	NOUN
american_scientific_journal-11530	69	43	[	[	X
american_scientific_journal-11530	69	44	1,2	1,2	NUM
american_scientific_journal-11530	69	45	]	]	PUNCT
american_scientific_journal-11530	69	46	.	.	PUNCT
american_scientific_journal-11530	70	1	improved	improved	ADJ
american_scientific_journal-11530	70	2	service	service	NOUN
american_scientific_journal-11530	70	3	quality	quality	NOUN
american_scientific_journal-11530	70	4	.	.	PUNCT
american_scientific_journal-11530	71	1	ai	ai	VERB
american_scientific_journal-11530	71	2	-	-	PUNCT
american_scientific_journal-11530	71	3	driven	drive	VERB
american_scientific_journal-11530	71	4	systems	system	NOUN
american_scientific_journal-11530	71	5	such	such	ADJ
american_scientific_journal-11530	71	6	as	as	ADP
american_scientific_journal-11530	71	7	chatbots	chatbot	NOUN
american_scientific_journal-11530	71	8	and	and	CCONJ
american_scientific_journal-11530	71	9	virtual	virtual	ADJ
american_scientific_journal-11530	71	10	assistants	assistant	NOUN
american_scientific_journal-11530	71	11	enable	enable	VERB
american_scientific_journal-11530	71	12	a	a	DET
american_scientific_journal-11530	71	13	personalized	personalized	ADJ
american_scientific_journal-11530	71	14	approach	approach	NOUN
american_scientific_journal-11530	71	15	by	by	ADP
american_scientific_journal-11530	71	16	analyzing	analyze	VERB
american_scientific_journal-11530	71	17	previous	previous	ADJ
american_scientific_journal-11530	71	18	customer	customer	NOUN
american_scientific_journal-11530	71	19	interactions	interaction	NOUN
american_scientific_journal-11530	71	20	,	,	PUNCT
american_scientific_journal-11530	71	21	thereby	thereby	ADV
american_scientific_journal-11530	71	22	increasing	increase	VERB
american_scientific_journal-11530	71	23	customer	customer	NOUN
american_scientific_journal-11530	71	24	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	71	25	.	.	PUNCT
american_scientific_journal-11530	72	1	for	for	ADP
american_scientific_journal-11530	72	2	instance	instance	NOUN
american_scientific_journal-11530	72	3	,	,	PUNCT
american_scientific_journal-11530	72	4	research	research	NOUN
american_scientific_journal-11530	72	5	by	by	ADP
american_scientific_journal-11530	72	6	phudech	phudech	NOUN
american_scientific_journal-11530	72	7	[	[	X
american_scientific_journal-11530	72	8	3	3	X
american_scientific_journal-11530	72	9	]	]	PUNCT
american_scientific_journal-11530	72	10	demonstrates	demonstrate	VERB
american_scientific_journal-11530	72	11	that	that	SCONJ
american_scientific_journal-11530	72	12	deep	deep	ADJ
american_scientific_journal-11530	72	13	learning	learning	NOUN
american_scientific_journal-11530	72	14	algorithms	algorithm	NOUN
american_scientific_journal-11530	72	15	used	use	VERB
american_scientific_journal-11530	72	16	for	for	ADP
american_scientific_journal-11530	72	17	query	query	NOUN
american_scientific_journal-11530	72	18	interpretation	interpretation	NOUN
american_scientific_journal-11530	72	19	improve	improve	VERB
american_scientific_journal-11530	72	20	response	response	NOUN
american_scientific_journal-11530	72	21	quality	quality	NOUN
american_scientific_journal-11530	72	22	,	,	PUNCT
american_scientific_journal-11530	72	23	leading	lead	VERB
american_scientific_journal-11530	72	24	to	to	ADP
american_scientific_journal-11530	72	25	a	a	DET
american_scientific_journal-11530	72	26	better	well	ADJ
american_scientific_journal-11530	72	27	overall	overall	ADJ
american_scientific_journal-11530	72	28	perception	perception	NOUN
american_scientific_journal-11530	72	29	of	of	ADP
american_scientific_journal-11530	72	30	the	the	DET
american_scientific_journal-11530	72	31	brand	brand	NOUN
american_scientific_journal-11530	72	32	.	.	PUNCT
american_scientific_journal-11530	73	1	additionally	additionally	ADV
american_scientific_journal-11530	73	2	,	,	PUNCT
american_scientific_journal-11530	73	3	ai	ai	ADJ
american_scientific_journal-11530	73	4	-	-	PUNCT
american_scientific_journal-11530	73	5	driven	drive	VERB
american_scientific_journal-11530	73	6	rapid	rapid	ADJ
american_scientific_journal-11530	73	7	response	response	NOUN
american_scientific_journal-11530	73	8	capabilities	capability	NOUN
american_scientific_journal-11530	73	9	allow	allow	VERB
american_scientific_journal-11530	73	10	customers	customer	NOUN
american_scientific_journal-11530	73	11	to	to	PART
american_scientific_journal-11530	73	12	receive	receive	VERB
american_scientific_journal-11530	73	13	necessary	necessary	ADJ
american_scientific_journal-11530	73	14	information	information	NOUN
american_scientific_journal-11530	73	15	almost	almost	ADV
american_scientific_journal-11530	73	16	instantly	instantly	ADV
american_scientific_journal-11530	73	17	,	,	PUNCT
american_scientific_journal-11530	73	18	which	which	PRON
american_scientific_journal-11530	73	19	is	be	AUX
american_scientific_journal-11530	73	20	crucial	crucial	ADJ
american_scientific_journal-11530	73	21	for	for	ADP
american_scientific_journal-11530	73	22	building	build	VERB
american_scientific_journal-11530	73	23	trust	trust	NOUN
american_scientific_journal-11530	73	24	in	in	ADP
american_scientific_journal-11530	73	25	the	the	DET
american_scientific_journal-11530	73	26	service	service	NOUN
american_scientific_journal-11530	73	27	.	.	PUNCT
american_scientific_journal-11530	74	1	reduced	reduce	VERB
american_scientific_journal-11530	74	2	query	query	NOUN
american_scientific_journal-11530	74	3	processing	processing	NOUN
american_scientific_journal-11530	74	4	time	time	NOUN
american_scientific_journal-11530	74	5	.	.	PUNCT
american_scientific_journal-11530	75	1	ai	ai	VERB
american_scientific_journal-11530	75	2	implementation	implementation	NOUN
american_scientific_journal-11530	75	3	has	have	AUX
american_scientific_journal-11530	75	4	significantly	significantly	ADV
american_scientific_journal-11530	75	5	reduced	reduce	VERB
american_scientific_journal-11530	75	6	average	average	ADJ
american_scientific_journal-11530	75	7	response	response	NOUN
american_scientific_journal-11530	75	8	times	time	NOUN
american_scientific_journal-11530	75	9	,	,	PUNCT
american_scientific_journal-11530	75	10	from	from	ADP
american_scientific_journal-11530	75	11	several	several	ADJ
american_scientific_journal-11530	75	12	minutes	minute	NOUN
american_scientific_journal-11530	75	13	to	to	ADP
american_scientific_journal-11530	75	14	just	just	ADV
american_scientific_journal-11530	75	15	a	a	DET
american_scientific_journal-11530	75	16	few	few	ADJ
american_scientific_journal-11530	75	17	seconds	second	NOUN
american_scientific_journal-11530	75	18	.	.	PUNCT
american_scientific_journal-11530	76	1	according	accord	VERB
american_scientific_journal-11530	76	2	to	to	ADP
american_scientific_journal-11530	76	3	munnangi	munnangi	PROPN
american_scientific_journal-11530	76	4	[	[	X
american_scientific_journal-11530	76	5	2	2	NUM
american_scientific_journal-11530	76	6	]	]	PUNCT
american_scientific_journal-11530	76	7	,	,	PUNCT
american_scientific_journal-11530	76	8	the	the	DET
american_scientific_journal-11530	76	9	average	average	ADJ
american_scientific_journal-11530	76	10	response	response	NOUN
american_scientific_journal-11530	76	11	time	time	NOUN
american_scientific_journal-11530	76	12	decreased	decrease	VERB
american_scientific_journal-11530	76	13	from	from	ADP
american_scientific_journal-11530	76	14	15	15	NUM
american_scientific_journal-11530	76	15	minutes	minute	NOUN
american_scientific_journal-11530	76	16	to	to	ADP
american_scientific_journal-11530	76	17	45	45	NUM
american_scientific_journal-11530	76	18	seconds	second	NOUN
american_scientific_journal-11530	76	19	,	,	PUNCT
american_scientific_journal-11530	76	20	indicating	indicate	VERB
american_scientific_journal-11530	76	21	improved	improved	ADJ
american_scientific_journal-11530	76	22	query	query	NOUN
american_scientific_journal-11530	76	23	processing	processing	NOUN
american_scientific_journal-11530	76	24	efficiency	efficiency	NOUN
american_scientific_journal-11530	76	25	and	and	CCONJ
american_scientific_journal-11530	76	26	reduced	reduce	VERB
american_scientific_journal-11530	76	27	customer	customer	NOUN
american_scientific_journal-11530	76	28	waiting	waiting	NOUN
american_scientific_journal-11530	76	29	times	time	NOUN
american_scientific_journal-11530	76	30	.	.	PUNCT
american_scientific_journal-11530	77	1	this	this	PRON
american_scientific_journal-11530	77	2	,	,	PUNCT
american_scientific_journal-11530	77	3	in	in	ADP
american_scientific_journal-11530	77	4	turn	turn	NOUN
american_scientific_journal-11530	77	5	,	,	PUNCT
american_scientific_journal-11530	77	6	increases	increase	VERB
american_scientific_journal-11530	77	7	the	the	DET
american_scientific_journal-11530	77	8	first	first	ADJ
american_scientific_journal-11530	77	9	-	-	PUNCT
american_scientific_journal-11530	77	10	contact	contact	NOUN
american_scientific_journal-11530	77	11	resolution	resolution	NOUN
american_scientific_journal-11530	77	12	rate	rate	NOUN
american_scientific_journal-11530	77	13	and	and	CCONJ
american_scientific_journal-11530	77	14	decreases	decrease	VERB
american_scientific_journal-11530	77	15	the	the	DET
american_scientific_journal-11530	77	16	percentage	percentage	NOUN
american_scientific_journal-11530	77	17	of	of	ADP
american_scientific_journal-11530	77	18	abandoned	abandon	VERB
american_scientific_journal-11530	77	19	queries	query	NOUN
american_scientific_journal-11530	77	20	.	.	PUNCT
american_scientific_journal-11530	78	1	economic	economic	ADJ
american_scientific_journal-11530	78	2	efficiency	efficiency	NOUN
american_scientific_journal-11530	78	3	.	.	PUNCT
american_scientific_journal-11530	79	1	the	the	DET
american_scientific_journal-11530	79	2	automation	automation	NOUN
american_scientific_journal-11530	79	3	of	of	ADP
american_scientific_journal-11530	79	4	routine	routine	ADJ
american_scientific_journal-11530	79	5	processes	process	NOUN
american_scientific_journal-11530	79	6	through	through	ADP
american_scientific_journal-11530	79	7	ai	ai	ADJ
american_scientific_journal-11530	79	8	reduces	reduce	VERB
american_scientific_journal-11530	79	9	customer	customer	NOUN
american_scientific_journal-11530	79	10	service	service	NOUN
american_scientific_journal-11530	79	11	costs	cost	NOUN
american_scientific_journal-11530	79	12	by	by	ADP
american_scientific_journal-11530	79	13	optimizing	optimize	VERB
american_scientific_journal-11530	79	14	call	call	NOUN
american_scientific_journal-11530	79	15	center	center	NOUN
american_scientific_journal-11530	79	16	operations	operation	NOUN
american_scientific_journal-11530	79	17	and	and	CCONJ
american_scientific_journal-11530	79	18	minimizing	minimize	VERB
american_scientific_journal-11530	79	19	the	the	DET
american_scientific_journal-11530	79	20	number	number	NOUN
american_scientific_journal-11530	79	21	of	of	ADP
american_scientific_journal-11530	79	22	required	require	VERB
american_scientific_journal-11530	79	23	manual	manual	ADJ
american_scientific_journal-11530	79	24	interventions	intervention	NOUN
american_scientific_journal-11530	79	25	.	.	PUNCT
american_scientific_journal-11530	80	1	analysis	analysis	NOUN
american_scientific_journal-11530	80	2	by	by	ADP
american_scientific_journal-11530	80	3	munnangi	munnangi	PROPN
american_scientific_journal-11530	80	4	[	[	X
american_scientific_journal-11530	80	5	2	2	NUM
american_scientific_journal-11530	80	6	]	]	PUNCT
american_scientific_journal-11530	80	7	found	find	VERB
american_scientific_journal-11530	80	8	that	that	SCONJ
american_scientific_journal-11530	80	9	the	the	DET
american_scientific_journal-11530	80	10	cost	cost	NOUN
american_scientific_journal-11530	80	11	per	per	ADP
american_scientific_journal-11530	80	12	interaction	interaction	NOUN
american_scientific_journal-11530	80	13	dropped	drop	VERB
american_scientific_journal-11530	80	14	by	by	ADP
american_scientific_journal-11530	80	15	49	49	NUM
american_scientific_journal-11530	80	16	%	%	NOUN
american_scientific_journal-11530	80	17	,	,	PUNCT
american_scientific_journal-11530	80	18	while	while	SCONJ
american_scientific_journal-11530	80	19	operator	operator	NOUN
american_scientific_journal-11530	80	20	efficiency	efficiency	NOUN
american_scientific_journal-11530	80	21	increased	increase	VERB
american_scientific_journal-11530	80	22	by	by	ADP
american_scientific_journal-11530	80	23	26	26	NUM
american_scientific_journal-11530	80	24	%	%	NOUN
american_scientific_journal-11530	80	25	[	[	X
american_scientific_journal-11530	80	26	1,2	1,2	NUM
american_scientific_journal-11530	80	27	]	]	PUNCT
american_scientific_journal-11530	80	28	.	.	PUNCT
american_scientific_journal-11530	81	1	to	to	PART
american_scientific_journal-11530	81	2	illustrate	illustrate	VERB
american_scientific_journal-11530	81	3	the	the	DET
american_scientific_journal-11530	81	4	impact	impact	NOUN
american_scientific_journal-11530	81	5	of	of	ADP
american_scientific_journal-11530	81	6	ai	ai	VERB
american_scientific_journal-11530	81	7	on	on	ADP
american_scientific_journal-11530	81	8	service	service	NOUN
american_scientific_journal-11530	81	9	efficiency	efficiency	NOUN
american_scientific_journal-11530	81	10	indicators	indicator	NOUN
american_scientific_journal-11530	81	11	,	,	PUNCT
american_scientific_journal-11530	81	12	table	table	NOUN
american_scientific_journal-11530	81	13	2	2	NUM
american_scientific_journal-11530	81	14	presents	present	VERB
american_scientific_journal-11530	81	15	a	a	DET
american_scientific_journal-11530	81	16	comparative	comparative	ADJ
american_scientific_journal-11530	81	17	analysis	analysis	NOUN
american_scientific_journal-11530	81	18	before	before	ADV
american_scientific_journal-11530	81	19	and	and	CCONJ
american_scientific_journal-11530	81	20	after	after	ADP
american_scientific_journal-11530	81	21	ai	ai	VERB
american_scientific_journal-11530	81	22	implementation	implementation	NOUN
american_scientific_journal-11530	81	23	.	.	PUNCT
american_scientific_journal-11530	82	1	table	table	NOUN
american_scientific_journal-11530	82	2	2	2	NUM
american_scientific_journal-11530	82	3	:	:	PUNCT
american_scientific_journal-11530	82	4	the	the	DET
american_scientific_journal-11530	82	5	impact	impact	NOUN
american_scientific_journal-11530	82	6	of	of	ADP
american_scientific_journal-11530	82	7	ai	ai	ADJ
american_scientific_journal-11530	82	8	implementation	implementation	NOUN
american_scientific_journal-11530	82	9	on	on	ADP
american_scientific_journal-11530	82	10	key	key	ADJ
american_scientific_journal-11530	82	11	service	service	NOUN
american_scientific_journal-11530	82	12	efficiency	efficiency	NOUN
american_scientific_journal-11530	82	13	indicators	indicator	NOUN
american_scientific_journal-11530	82	14	[	[	X
american_scientific_journal-11530	82	15	1,2,3,5	1,2,3,5	NUM
american_scientific_journal-11530	82	16	]	]	PUNCT
american_scientific_journal-11530	82	17	.	.	PUNCT
american_scientific_journal-11530	83	1	indicator	indicator	NOUN
american_scientific_journal-11530	83	2	before	before	SCONJ
american_scientific_journal-11530	83	3	ai	ai	VERB
american_scientific_journal-11530	83	4	implementation	implementation	NOUN
american_scientific_journal-11530	83	5	after	after	SCONJ
american_scientific_journal-11530	83	6	ai	ai	VERB
american_scientific_journal-11530	83	7	implementation	implementation	NOUN
american_scientific_journal-11530	83	8	effect	effect	NOUN
american_scientific_journal-11530	83	9	average	average	ADJ
american_scientific_journal-11530	83	10	response	response	NOUN
american_scientific_journal-11530	83	11	time	time	NOUN
american_scientific_journal-11530	83	12	15	15	NUM
american_scientific_journal-11530	83	13	minutes	minute	NOUN
american_scientific_journal-11530	83	14	45	45	NUM
american_scientific_journal-11530	83	15	seconds	second	NOUN
american_scientific_journal-11530	83	16	reduction	reduction	NOUN
american_scientific_journal-11530	83	17	by	by	ADP
american_scientific_journal-11530	83	18	~85	~85	NOUN
american_scientific_journal-11530	83	19	%	%	NOUN
american_scientific_journal-11530	83	20	first	first	ADJ
american_scientific_journal-11530	83	21	-	-	PUNCT
american_scientific_journal-11530	83	22	contact	contact	NOUN
american_scientific_journal-11530	83	23	resolution	resolution	NOUN
american_scientific_journal-11530	83	24	65	65	NUM
american_scientific_journal-11530	83	25	%	%	NOUN
american_scientific_journal-11530	83	26	82	82	NUM
american_scientific_journal-11530	83	27	%	%	NOUN
american_scientific_journal-11530	83	28	increase	increase	NOUN
american_scientific_journal-11530	83	29	by	by	ADP
american_scientific_journal-11530	83	30	25	25	NUM
american_scientific_journal-11530	83	31	%	%	NOUN
american_scientific_journal-11530	83	32	customer	customer	NOUN
american_scientific_journal-11530	83	33	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	83	34	score	score	NOUN
american_scientific_journal-11530	83	35	3.8/5	3.8/5	NUM
american_scientific_journal-11530	83	36	4.4/5	4.4/5	NUM
american_scientific_journal-11530	83	37	increase	increase	NOUN
american_scientific_journal-11530	83	38	by	by	ADP
american_scientific_journal-11530	83	39	15	15	NUM
american_scientific_journal-11530	83	40	%	%	NOUN
american_scientific_journal-11530	83	41	query	query	NOUN
american_scientific_journal-11530	83	42	processing	processing	NOUN
american_scientific_journal-11530	83	43	time	time	NOUN
american_scientific_journal-11530	83	44	12	12	NUM
american_scientific_journal-11530	83	45	minutes	minute	NOUN
american_scientific_journal-11530	83	46	8	8	NUM
american_scientific_journal-11530	83	47	minutes	minute	NOUN
american_scientific_journal-11530	83	48	reduction	reduction	NOUN
american_scientific_journal-11530	83	49	by	by	ADP
american_scientific_journal-11530	83	50	30	30	NUM
american_scientific_journal-11530	83	51	%	%	NOUN
american_scientific_journal-11530	83	52	query	query	NOUN
american_scientific_journal-11530	83	53	abandonment	abandonment	NOUN
american_scientific_journal-11530	83	54	rate	rate	NOUN
american_scientific_journal-11530	83	55	18	18	NUM
american_scientific_journal-11530	83	56	%	%	NOUN
american_scientific_journal-11530	83	57	7	7	NUM
american_scientific_journal-11530	83	58	%	%	NOUN
american_scientific_journal-11530	83	59	reduction	reduction	NOUN
american_scientific_journal-11530	83	60	by	by	ADP
american_scientific_journal-11530	83	61	61	61	NUM
american_scientific_journal-11530	83	62	%	%	NOUN
american_scientific_journal-11530	83	63	cost	cost	NOUN
american_scientific_journal-11530	83	64	per	per	ADP
american_scientific_journal-11530	83	65	interaction	interaction	NOUN
american_scientific_journal-11530	83	66	$	$	SYM
american_scientific_journal-11530	83	67	7.50	7.50	NUM
american_scientific_journal-11530	83	68	$	$	SYM
american_scientific_journal-11530	83	69	3.80	3.80	NUM
american_scientific_journal-11530	83	70	reduction	reduction	NOUN
american_scientific_journal-11530	83	71	by	by	ADP
american_scientific_journal-11530	83	72	49	49	NUM
american_scientific_journal-11530	83	73	%	%	NOUN
american_scientific_journal-11530	83	74	operator	operator	NOUN
american_scientific_journal-11530	83	75	utilization	utilization	NOUN
american_scientific_journal-11530	83	76	rate	rate	NOUN
american_scientific_journal-11530	83	77	65	65	NUM
american_scientific_journal-11530	83	78	%	%	NOUN
american_scientific_journal-11530	83	79	82	82	NUM
american_scientific_journal-11530	83	80	%	%	NOUN
american_scientific_journal-11530	83	81	increase	increase	NOUN
american_scientific_journal-11530	83	82	by	by	ADP
american_scientific_journal-11530	83	83	26	26	NUM
american_scientific_journal-11530	83	84	%	%	NOUN
american_scientific_journal-11530	83	85	sla	sla	PROPN
american_scientific_journal-11530	83	86	compliance	compliance	NOUN
american_scientific_journal-11530	83	87	rate	rate	NOUN
american_scientific_journal-11530	83	88	78	78	NUM
american_scientific_journal-11530	83	89	%	%	NOUN
american_scientific_journal-11530	83	90	92	92	NUM
american_scientific_journal-11530	83	91	%	%	NOUN
american_scientific_journal-11530	83	92	increase	increase	NOUN
american_scientific_journal-11530	83	93	by	by	ADP
american_scientific_journal-11530	83	94	18	18	NUM
american_scientific_journal-11530	83	95	%	%	NOUN
american_scientific_journal-11530	83	96	american	american	PROPN
american_scientific_journal-11530	83	97	academic	academic	PROPN
american_scientific_journal-11530	83	98	scientific	scientific	ADJ
american_scientific_journal-11530	83	99	research	research	NOUN
american_scientific_journal-11530	83	100	journal	journal	NOUN
american_scientific_journal-11530	83	101	for	for	ADP
american_scientific_journal-11530	83	102	engineering	engineering	NOUN
american_scientific_journal-11530	83	103	,	,	PUNCT
american_scientific_journal-11530	83	104	technology	technology	NOUN
american_scientific_journal-11530	83	105	,	,	PUNCT
american_scientific_journal-11530	83	106	and	and	CCONJ
american_scientific_journal-11530	83	107	sciences	science	NOUN
american_scientific_journal-11530	83	108	(	(	PUNCT
american_scientific_journal-11530	83	109	asrjets	asrjet	NOUN
american_scientific_journal-11530	83	110	)	)	PUNCT
american_scientific_journal-11530	83	111	volume	volume	NOUN
american_scientific_journal-11530	83	112	101	101	NUM
american_scientific_journal-11530	83	113	,	,	PUNCT
american_scientific_journal-11530	83	114	no	no	DET
american_scientific_journal-11530	83	115	1	1	NUM
american_scientific_journal-11530	83	116	,	,	PUNCT
american_scientific_journal-11530	83	117	pp	pp	ADV
american_scientific_journal-11530	83	118	316	316	NUM
american_scientific_journal-11530	83	119	-	-	SYM
american_scientific_journal-11530	83	120	324	324	NUM
american_scientific_journal-11530	83	121	321	321	NUM
american_scientific_journal-11530	83	122	these	these	DET
american_scientific_journal-11530	83	123	findings	finding	NOUN
american_scientific_journal-11530	83	124	demonstrate	demonstrate	VERB
american_scientific_journal-11530	83	125	that	that	SCONJ
american_scientific_journal-11530	83	126	ai	ai	NOUN
american_scientific_journal-11530	83	127	-	-	PUNCT
american_scientific_journal-11530	83	128	driven	drive	VERB
american_scientific_journal-11530	83	129	solutions	solution	NOUN
american_scientific_journal-11530	83	130	lead	lead	VERB
american_scientific_journal-11530	83	131	to	to	ADP
american_scientific_journal-11530	83	132	substantial	substantial	ADJ
american_scientific_journal-11530	83	133	operational	operational	ADJ
american_scientific_journal-11530	83	134	improvements	improvement	NOUN
american_scientific_journal-11530	83	135	,	,	PUNCT
american_scientific_journal-11530	83	136	including	include	VERB
american_scientific_journal-11530	83	137	reduced	reduce	VERB
american_scientific_journal-11530	83	138	response	response	NOUN
american_scientific_journal-11530	83	139	times	time	NOUN
american_scientific_journal-11530	83	140	,	,	PUNCT
american_scientific_journal-11530	83	141	increased	increase	VERB
american_scientific_journal-11530	83	142	successful	successful	ADJ
american_scientific_journal-11530	83	143	resolution	resolution	NOUN
american_scientific_journal-11530	83	144	rates	rate	NOUN
american_scientific_journal-11530	83	145	,	,	PUNCT
american_scientific_journal-11530	83	146	and	and	CCONJ
american_scientific_journal-11530	83	147	lower	low	ADJ
american_scientific_journal-11530	83	148	operational	operational	ADJ
american_scientific_journal-11530	83	149	costs	cost	NOUN
american_scientific_journal-11530	83	150	.	.	PUNCT
american_scientific_journal-11530	84	1	these	these	DET
american_scientific_journal-11530	84	2	changes	change	NOUN
american_scientific_journal-11530	84	3	provide	provide	VERB
american_scientific_journal-11530	84	4	a	a	DET
american_scientific_journal-11530	84	5	competitive	competitive	ADJ
american_scientific_journal-11530	84	6	advantage	advantage	NOUN
american_scientific_journal-11530	84	7	for	for	ADP
american_scientific_journal-11530	84	8	companies	company	NOUN
american_scientific_journal-11530	84	9	,	,	PUNCT
american_scientific_journal-11530	84	10	enabling	enable	VERB
american_scientific_journal-11530	84	11	them	they	PRON
american_scientific_journal-11530	84	12	to	to	PART
american_scientific_journal-11530	84	13	enhance	enhance	VERB
american_scientific_journal-11530	84	14	customer	customer	NOUN
american_scientific_journal-11530	84	15	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	84	16	while	while	SCONJ
american_scientific_journal-11530	84	17	optimizing	optimize	VERB
american_scientific_journal-11530	84	18	expenses	expense	NOUN
american_scientific_journal-11530	84	19	,	,	PUNCT
american_scientific_journal-11530	84	20	ultimately	ultimately	ADV
american_scientific_journal-11530	84	21	contributing	contribute	VERB
american_scientific_journal-11530	84	22	to	to	ADP
american_scientific_journal-11530	84	23	higher	high	ADJ
american_scientific_journal-11530	84	24	profitability	profitability	NOUN
american_scientific_journal-11530	84	25	.	.	PUNCT
american_scientific_journal-11530	85	1	4	4	X
american_scientific_journal-11530	85	2	.	.	X
american_scientific_journal-11530	85	3	statistical	statistical	ADJ
american_scientific_journal-11530	85	4	analysis	analysis	NOUN
american_scientific_journal-11530	85	5	and	and	CCONJ
american_scientific_journal-11530	85	6	case	case	NOUN
american_scientific_journal-11530	85	7	studies	study	NOUN
american_scientific_journal-11530	85	8	of	of	ADP
american_scientific_journal-11530	85	9	ai	ai	ADJ
american_scientific_journal-11530	85	10	implementation	implementation	NOUN
american_scientific_journal-11530	85	11	the	the	DET
american_scientific_journal-11530	85	12	integration	integration	NOUN
american_scientific_journal-11530	85	13	of	of	ADP
american_scientific_journal-11530	85	14	ai	ai	ADJ
american_scientific_journal-11530	85	15	solutions	solution	NOUN
american_scientific_journal-11530	85	16	into	into	ADP
american_scientific_journal-11530	85	17	customer	customer	NOUN
american_scientific_journal-11530	85	18	support	support	NOUN
american_scientific_journal-11530	85	19	processes	process	NOUN
american_scientific_journal-11530	85	20	demonstrates	demonstrate	VERB
american_scientific_journal-11530	85	21	measurable	measurable	ADJ
american_scientific_journal-11530	85	22	improvements	improvement	NOUN
american_scientific_journal-11530	85	23	in	in	ADP
american_scientific_journal-11530	85	24	both	both	CCONJ
american_scientific_journal-11530	85	25	operational	operational	ADJ
american_scientific_journal-11530	85	26	and	and	CCONJ
american_scientific_journal-11530	85	27	economic	economic	ADJ
american_scientific_journal-11530	85	28	performance	performance	NOUN
american_scientific_journal-11530	85	29	,	,	PUNCT
american_scientific_journal-11530	85	30	as	as	SCONJ
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american_scientific_journal-11530	85	33	multiple	multiple	ADJ
american_scientific_journal-11530	85	34	independent	independent	ADJ
american_scientific_journal-11530	85	35	studies	study	NOUN
american_scientific_journal-11530	85	36	.	.	PUNCT
american_scientific_journal-11530	86	1	for	for	ADP
american_scientific_journal-11530	86	2	example	example	NOUN
american_scientific_journal-11530	86	3	,	,	PUNCT
american_scientific_journal-11530	86	4	research	research	NOUN
american_scientific_journal-11530	86	5	by	by	ADP
american_scientific_journal-11530	86	6	munnangi	munnangi	PROPN
american_scientific_journal-11530	87	1	[	[	X
american_scientific_journal-11530	87	2	2	2	NUM
american_scientific_journal-11530	87	3	]	]	PUNCT
american_scientific_journal-11530	87	4	indicates	indicate	VERB
american_scientific_journal-11530	87	5	that	that	SCONJ
american_scientific_journal-11530	87	6	the	the	DET
american_scientific_journal-11530	87	7	implementation	implementation	NOUN
american_scientific_journal-11530	87	8	of	of	ADP
american_scientific_journal-11530	87	9	the	the	DET
american_scientific_journal-11530	87	10	pega	pega	NOUN
american_scientific_journal-11530	87	11	platform	platform	NOUN
american_scientific_journal-11530	87	12	reduced	reduce	VERB
american_scientific_journal-11530	87	13	the	the	DET
american_scientific_journal-11530	87	14	average	average	ADJ
american_scientific_journal-11530	87	15	response	response	NOUN
american_scientific_journal-11530	87	16	time	time	NOUN
american_scientific_journal-11530	87	17	from	from	ADP
american_scientific_journal-11530	87	18	15	15	NUM
american_scientific_journal-11530	87	19	minutes	minute	NOUN
american_scientific_journal-11530	87	20	to	to	ADP
american_scientific_journal-11530	87	21	45	45	NUM
american_scientific_journal-11530	87	22	seconds	second	NOUN
american_scientific_journal-11530	87	23	,	,	PUNCT
american_scientific_journal-11530	87	24	increased	increase	VERB
american_scientific_journal-11530	87	25	the	the	DET
american_scientific_journal-11530	87	26	first	first	ADJ
american_scientific_journal-11530	87	27	-	-	PUNCT
american_scientific_journal-11530	87	28	contact	contact	NOUN
american_scientific_journal-11530	87	29	resolution	resolution	NOUN
american_scientific_journal-11530	87	30	rate	rate	NOUN
american_scientific_journal-11530	87	31	from	from	ADP
american_scientific_journal-11530	87	32	65	65	NUM
american_scientific_journal-11530	87	33	%	%	NOUN
american_scientific_journal-11530	87	34	to	to	PART
american_scientific_journal-11530	87	35	82	82	NUM
american_scientific_journal-11530	87	36	%	%	NOUN
american_scientific_journal-11530	87	37	,	,	PUNCT
american_scientific_journal-11530	87	38	and	and	CCONJ
american_scientific_journal-11530	87	39	decreased	decrease	VERB
american_scientific_journal-11530	87	40	the	the	DET
american_scientific_journal-11530	87	41	cost	cost	NOUN
american_scientific_journal-11530	87	42	per	per	ADP
american_scientific_journal-11530	87	43	interaction	interaction	NOUN
american_scientific_journal-11530	87	44	from	from	ADP
american_scientific_journal-11530	87	45	$	$	SYM
american_scientific_journal-11530	87	46	7.50	7.50	NUM
american_scientific_journal-11530	87	47	to	to	ADP
american_scientific_journal-11530	87	48	$	$	SYM
american_scientific_journal-11530	87	49	3.80	3.80	NUM
american_scientific_journal-11530	87	50	[	[	X
american_scientific_journal-11530	87	51	2	2	NUM
american_scientific_journal-11530	87	52	]	]	PUNCT
american_scientific_journal-11530	87	53	.	.	PUNCT
american_scientific_journal-11530	88	1	similar	similar	ADJ
american_scientific_journal-11530	88	2	results	result	NOUN
american_scientific_journal-11530	88	3	have	have	AUX
american_scientific_journal-11530	88	4	been	be	AUX
american_scientific_journal-11530	88	5	observed	observe	VERB
american_scientific_journal-11530	88	6	across	across	ADP
american_scientific_journal-11530	88	7	various	various	ADJ
american_scientific_journal-11530	88	8	case	case	NOUN
american_scientific_journal-11530	88	9	studies	study	NOUN
american_scientific_journal-11530	88	10	,	,	PUNCT
american_scientific_journal-11530	88	11	spanning	span	VERB
american_scientific_journal-11530	88	12	industries	industry	NOUN
american_scientific_journal-11530	88	13	from	from	ADP
american_scientific_journal-11530	88	14	banking	bank	VERB
american_scientific_journal-11530	88	15	to	to	ADP
american_scientific_journal-11530	88	16	retail	retail	NOUN
american_scientific_journal-11530	88	17	.	.	PUNCT
american_scientific_journal-11530	89	1	for	for	ADP
american_scientific_journal-11530	89	2	the	the	DET
american_scientific_journal-11530	89	3	statistical	statistical	ADJ
american_scientific_journal-11530	89	4	analysis	analysis	NOUN
american_scientific_journal-11530	89	5	,	,	PUNCT
american_scientific_journal-11530	89	6	data	datum	NOUN
american_scientific_journal-11530	89	7	were	be	AUX
american_scientific_journal-11530	89	8	collected	collect	VERB
american_scientific_journal-11530	89	9	from	from	ADP
american_scientific_journal-11530	89	10	real	real	ADJ
american_scientific_journal-11530	89	11	-	-	PUNCT
american_scientific_journal-11530	89	12	world	world	NOUN
american_scientific_journal-11530	89	13	ai	ai	PROPN
american_scientific_journal-11530	89	14	implementations	implementation	NOUN
american_scientific_journal-11530	89	15	,	,	PUNCT
american_scientific_journal-11530	89	16	comparing	compare	VERB
american_scientific_journal-11530	89	17	key	key	ADJ
american_scientific_journal-11530	89	18	performance	performance	NOUN
american_scientific_journal-11530	89	19	indicators	indicator	NOUN
american_scientific_journal-11530	89	20	before	before	ADP
american_scientific_journal-11530	89	21	and	and	CCONJ
american_scientific_journal-11530	89	22	after	after	ADP
american_scientific_journal-11530	89	23	ai	ai	VERB
american_scientific_journal-11530	89	24	integration	integration	NOUN
american_scientific_journal-11530	89	25	.	.	PUNCT
american_scientific_journal-11530	90	1	the	the	DET
american_scientific_journal-11530	90	2	primary	primary	ADJ
american_scientific_journal-11530	90	3	focus	focus	NOUN
american_scientific_journal-11530	90	4	was	be	AUX
american_scientific_journal-11530	90	5	on	on	ADP
american_scientific_journal-11530	90	6	the	the	DET
american_scientific_journal-11530	90	7	following	follow	VERB
american_scientific_journal-11530	90	8	metrics	metric	NOUN
american_scientific_journal-11530	90	9	:	:	PUNCT
american_scientific_journal-11530	90	10	●	●	PUNCT
american_scientific_journal-11530	90	11	average	average	ADJ
american_scientific_journal-11530	90	12	response	response	NOUN
american_scientific_journal-11530	90	13	time	time	NOUN
american_scientific_journal-11530	90	14	;	;	PUNCT
american_scientific_journal-11530	90	15	●	●	NUM
american_scientific_journal-11530	90	16	first	first	ADJ
american_scientific_journal-11530	90	17	-	-	PUNCT
american_scientific_journal-11530	90	18	contact	contact	NOUN
american_scientific_journal-11530	90	19	resolution	resolution	NOUN
american_scientific_journal-11530	90	20	rate	rate	NOUN
american_scientific_journal-11530	90	21	;	;	PUNCT
american_scientific_journal-11530	90	22	●	●	NUM
american_scientific_journal-11530	90	23	customer	customer	NOUN
american_scientific_journal-11530	90	24	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	90	25	level	level	NOUN
american_scientific_journal-11530	90	26	;	;	PUNCT
american_scientific_journal-11530	90	27	●	●	NUM
american_scientific_journal-11530	90	28	cost	cost	NOUN
american_scientific_journal-11530	90	29	per	per	ADP
american_scientific_journal-11530	90	30	interaction	interaction	NOUN
american_scientific_journal-11530	90	31	;	;	PUNCT
american_scientific_journal-11530	90	32	●	●	NUM
american_scientific_journal-11530	90	33	query	query	NOUN
american_scientific_journal-11530	90	34	abandonment	abandonment	NOUN
american_scientific_journal-11530	90	35	rate	rate	NOUN
american_scientific_journal-11530	90	36	.	.	PUNCT
american_scientific_journal-11530	91	1	this	this	DET
american_scientific_journal-11530	91	2	study	study	NOUN
american_scientific_journal-11530	91	3	presents	present	VERB
american_scientific_journal-11530	91	4	findings	finding	NOUN
american_scientific_journal-11530	91	5	from	from	ADP
american_scientific_journal-11530	91	6	three	three	NUM
american_scientific_journal-11530	91	7	case	case	NOUN
american_scientific_journal-11530	91	8	studies	study	NOUN
american_scientific_journal-11530	91	9	based	base	VERB
american_scientific_journal-11530	91	10	on	on	ADP
american_scientific_journal-11530	91	11	published	publish	VERB
american_scientific_journal-11530	91	12	sources	source	NOUN
american_scientific_journal-11530	91	13	:	:	PUNCT
american_scientific_journal-11530	91	14	●	●	NUM
american_scientific_journal-11530	91	15	banking	banking	NOUN
american_scientific_journal-11530	91	16	sector	sector	NOUN
american_scientific_journal-11530	91	17	case	case	NOUN
american_scientific_journal-11530	91	18	study	study	NOUN
american_scientific_journal-11530	91	19	–	–	PUNCT
american_scientific_journal-11530	91	20	data	datum	NOUN
american_scientific_journal-11530	91	21	confirming	confirm	VERB
american_scientific_journal-11530	91	22	the	the	DET
american_scientific_journal-11530	91	23	effectiveness	effectiveness	NOUN
american_scientific_journal-11530	91	24	of	of	ADP
american_scientific_journal-11530	91	25	ai	ai	ADJ
american_scientific_journal-11530	91	26	solutions	solution	NOUN
american_scientific_journal-11530	91	27	in	in	ADP
american_scientific_journal-11530	91	28	handling	handle	VERB
american_scientific_journal-11530	91	29	customer	customer	NOUN
american_scientific_journal-11530	91	30	inquiries	inquiry	NOUN
american_scientific_journal-11530	91	31	,	,	PUNCT
american_scientific_journal-11530	91	32	leading	lead	VERB
american_scientific_journal-11530	91	33	to	to	ADP
american_scientific_journal-11530	91	34	reduced	reduced	ADJ
american_scientific_journal-11530	91	35	waiting	waiting	NOUN
american_scientific_journal-11530	91	36	times	time	NOUN
american_scientific_journal-11530	91	37	and	and	CCONJ
american_scientific_journal-11530	91	38	improved	improved	ADJ
american_scientific_journal-11530	91	39	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	91	40	levels	level	NOUN
american_scientific_journal-11530	91	41	[	[	X
american_scientific_journal-11530	91	42	5	5	NUM
american_scientific_journal-11530	91	43	]	]	PUNCT
american_scientific_journal-11530	91	44	.	.	PUNCT
american_scientific_journal-11530	92	1	●	●	PUNCT
american_scientific_journal-11530	92	2	pega	pega	NOUN
american_scientific_journal-11530	92	3	platform	platform	NOUN
american_scientific_journal-11530	92	4	case	case	NOUN
american_scientific_journal-11530	92	5	study	study	NOUN
american_scientific_journal-11530	92	6	–	–	PUNCT
american_scientific_journal-11530	92	7	a	a	DET
american_scientific_journal-11530	92	8	technical	technical	ADJ
american_scientific_journal-11530	92	9	study	study	NOUN
american_scientific_journal-11530	92	10	showcasing	showcase	VERB
american_scientific_journal-11530	92	11	significant	significant	ADJ
american_scientific_journal-11530	92	12	improvements	improvement	NOUN
american_scientific_journal-11530	92	13	in	in	ADP
american_scientific_journal-11530	92	14	operational	operational	ADJ
american_scientific_journal-11530	92	15	performance	performance	NOUN
american_scientific_journal-11530	92	16	through	through	ADP
american_scientific_journal-11530	92	17	integrated	integrate	VERB
american_scientific_journal-11530	92	18	ai	ai	NOUN
american_scientific_journal-11530	92	19	systems	system	NOUN
american_scientific_journal-11530	92	20	[	[	X
american_scientific_journal-11530	92	21	2	2	NUM
american_scientific_journal-11530	92	22	]	]	PUNCT
american_scientific_journal-11530	92	23	.	.	PUNCT
american_scientific_journal-11530	93	1	●	●	PUNCT
american_scientific_journal-11530	93	2	retail	retail	ADJ
american_scientific_journal-11530	93	3	sector	sector	NOUN
american_scientific_journal-11530	93	4	case	case	NOUN
american_scientific_journal-11530	93	5	study	study	NOUN
american_scientific_journal-11530	93	6	–	–	PUNCT
american_scientific_journal-11530	93	7	insights	insight	NOUN
american_scientific_journal-11530	93	8	from	from	ADP
american_scientific_journal-11530	93	9	ai	ai	PRON
american_scientific_journal-11530	93	10	adoption	adoption	NOUN
american_scientific_journal-11530	93	11	in	in	ADP
american_scientific_journal-11530	93	12	retail	retail	ADJ
american_scientific_journal-11530	93	13	customer	customer	NOUN
american_scientific_journal-11530	93	14	service	service	NOUN
american_scientific_journal-11530	93	15	,	,	PUNCT
american_scientific_journal-11530	93	16	demonstrating	demonstrate	VERB
american_scientific_journal-11530	93	17	advancements	advancement	NOUN
american_scientific_journal-11530	93	18	in	in	ADP
american_scientific_journal-11530	93	19	customer	customer	NOUN
american_scientific_journal-11530	93	20	experience	experience	NOUN
american_scientific_journal-11530	93	21	optimization	optimization	NOUN
american_scientific_journal-11530	93	22	[	[	X
american_scientific_journal-11530	93	23	1	1	NUM
american_scientific_journal-11530	93	24	]	]	PUNCT
american_scientific_journal-11530	93	25	.	.	PUNCT
american_scientific_journal-11530	94	1	the	the	DET
american_scientific_journal-11530	94	2	experience	experience	NOUN
american_scientific_journal-11530	94	3	of	of	ADP
american_scientific_journal-11530	94	4	supreme	supreme	PROPN
american_scientific_journal-11530	94	5	appliance	appliance	NOUN
american_scientific_journal-11530	94	6	repair	repair	NOUN
american_scientific_journal-11530	94	7	exemplifies	exemplify	VERB
american_scientific_journal-11530	94	8	the	the	DET
american_scientific_journal-11530	94	9	successful	successful	ADJ
american_scientific_journal-11530	94	10	integration	integration	NOUN
american_scientific_journal-11530	94	11	of	of	ADP
american_scientific_journal-11530	94	12	ai	ai	ADJ
american_scientific_journal-11530	94	13	-	-	PUNCT
american_scientific_journal-11530	94	14	driven	drive	VERB
american_scientific_journal-11530	94	15	solutions	solution	NOUN
american_scientific_journal-11530	94	16	into	into	ADP
american_scientific_journal-11530	94	17	automated	automate	VERB
american_scientific_journal-11530	94	18	customer	customer	NOUN
american_scientific_journal-11530	94	19	support	support	NOUN
american_scientific_journal-11530	94	20	systems	system	NOUN
american_scientific_journal-11530	94	21	.	.	PUNCT
american_scientific_journal-11530	95	1	these	these	DET
american_scientific_journal-11530	95	2	implementations	implementation	NOUN
american_scientific_journal-11530	95	3	not	not	PART
american_scientific_journal-11530	95	4	only	only	ADV
american_scientific_journal-11530	95	5	enhanced	enhanced	ADJ
american_scientific_journal-11530	95	6	service	service	NOUN
american_scientific_journal-11530	95	7	quality	quality	NOUN
american_scientific_journal-11530	95	8	but	but	CCONJ
american_scientific_journal-11530	95	9	also	also	ADV
american_scientific_journal-11530	95	10	streamlined	streamline	VERB
american_scientific_journal-11530	95	11	internal	internal	ADJ
american_scientific_journal-11530	95	12	processes	process	NOUN
american_scientific_journal-11530	95	13	.	.	PUNCT
american_scientific_journal-11530	96	1	as	as	ADP
american_scientific_journal-11530	96	2	part	part	NOUN
american_scientific_journal-11530	96	3	of	of	ADP
american_scientific_journal-11530	96	4	business	business	NOUN
american_scientific_journal-11530	96	5	expansion	expansion	NOUN
american_scientific_journal-11530	96	6	,	,	PUNCT
american_scientific_journal-11530	96	7	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	96	8	ai	ai	ADJ
american_scientific_journal-11530	96	9	-	-	PUNCT
american_scientific_journal-11530	96	10	driven	drive	VERB
american_scientific_journal-11530	96	11	management	management	NOUN
american_scientific_journal-11530	96	12	systems	system	NOUN
american_scientific_journal-11530	96	13	were	be	AUX
american_scientific_journal-11530	96	14	introduced	introduce	VERB
american_scientific_journal-11530	96	15	,	,	PUNCT
american_scientific_journal-11530	96	16	incorporating	incorporate	VERB
american_scientific_journal-11530	96	17	automated	automate	VERB
american_scientific_journal-11530	96	18	diagnostics	diagnostic	NOUN
american_scientific_journal-11530	96	19	and	and	CCONJ
american_scientific_journal-11530	96	20	predictive	predictive	ADJ
american_scientific_journal-11530	96	21	analytics	analytic	NOUN
american_scientific_journal-11530	96	22	,	,	PUNCT
american_scientific_journal-11530	96	23	enabling	enable	VERB
american_scientific_journal-11530	96	24	rapid	rapid	ADJ
american_scientific_journal-11530	96	25	and	and	CCONJ
american_scientific_journal-11530	96	26	precise	precise	ADJ
american_scientific_journal-11530	96	27	identification	identification	NOUN
american_scientific_journal-11530	96	28	of	of	ADP
american_scientific_journal-11530	96	29	appliance	appliance	NOUN
american_scientific_journal-11530	96	30	malfunctions	malfunction	NOUN
american_scientific_journal-11530	96	31	.	.	PUNCT
american_scientific_journal-11530	97	1	these	these	DET
american_scientific_journal-11530	97	2	technologies	technology	NOUN
american_scientific_journal-11530	97	3	minimized	minimize	VERB
american_scientific_journal-11530	97	4	time	time	NOUN
american_scientific_journal-11530	97	5	and	and	CCONJ
american_scientific_journal-11530	97	6	resource	resource	NOUN
american_scientific_journal-11530	97	7	expenditures	expenditure	NOUN
american_scientific_journal-11530	97	8	on	on	ADP
american_scientific_journal-11530	97	9	customer	customer	NOUN
american_scientific_journal-11530	97	10	requests	request	NOUN
american_scientific_journal-11530	97	11	,	,	PUNCT
american_scientific_journal-11530	97	12	improving	improve	VERB
american_scientific_journal-11530	97	13	efficiency	efficiency	NOUN
american_scientific_journal-11530	97	14	for	for	ADP
american_scientific_journal-11530	97	15	subcontractors	subcontractor	NOUN
american_scientific_journal-11530	97	16	and	and	CCONJ
american_scientific_journal-11530	97	17	service	service	NOUN
american_scientific_journal-11530	97	18	centers	center	NOUN
american_scientific_journal-11530	97	19	.	.	PUNCT
american_scientific_journal-11530	98	1	the	the	DET
american_scientific_journal-11530	98	2	adoption	adoption	NOUN
american_scientific_journal-11530	98	3	of	of	ADP
american_scientific_journal-11530	98	4	ai	ai	PROPN
american_scientific_journal-11530	98	5	solutions	solution	NOUN
american_scientific_journal-11530	98	6	marked	mark	VERB
american_scientific_journal-11530	98	7	a	a	DET
american_scientific_journal-11530	98	8	crucial	crucial	ADJ
american_scientific_journal-11530	98	9	phase	phase	NOUN
american_scientific_journal-11530	98	10	in	in	ADP
american_scientific_journal-11530	98	11	the	the	DET
american_scientific_journal-11530	98	12	company	company	NOUN
american_scientific_journal-11530	98	13	’s	’s	PART
american_scientific_journal-11530	98	14	digital	digital	ADJ
american_scientific_journal-11530	98	15	transformation	transformation	NOUN
american_scientific_journal-11530	98	16	,	,	PUNCT
american_scientific_journal-11530	98	17	facilitating	facilitate	VERB
american_scientific_journal-11530	98	18	operational	operational	ADJ
american_scientific_journal-11530	98	19	flexibility	flexibility	NOUN
american_scientific_journal-11530	98	20	and	and	CCONJ
american_scientific_journal-11530	98	21	scaling	scale	VERB
american_scientific_journal-11530	98	22	the	the	DET
american_scientific_journal-11530	98	23	business	business	NOUN
american_scientific_journal-11530	98	24	without	without	ADP
american_scientific_journal-11530	98	25	significant	significant	ADJ
american_scientific_journal-11530	98	26	increases	increase	NOUN
american_scientific_journal-11530	98	27	in	in	ADP
american_scientific_journal-11530	98	28	fixed	fix	VERB
american_scientific_journal-11530	98	29	costs	cost	NOUN
american_scientific_journal-11530	98	30	.	.	PUNCT
american_scientific_journal-11530	99	1	the	the	DET
american_scientific_journal-11530	99	2	company	company	NOUN
american_scientific_journal-11530	99	3	's	's	PART
american_scientific_journal-11530	99	4	innovative	innovative	ADJ
american_scientific_journal-11530	99	5	approach	approach	NOUN
american_scientific_journal-11530	99	6	was	be	AUX
american_scientific_journal-11530	99	7	evident	evident	ADJ
american_scientific_journal-11530	99	8	in	in	ADP
american_scientific_journal-11530	99	9	its	its	PRON
american_scientific_journal-11530	99	10	systematic	systematic	ADJ
american_scientific_journal-11530	99	11	optimization	optimization	NOUN
american_scientific_journal-11530	99	12	of	of	ADP
american_scientific_journal-11530	99	13	hiring	hiring	NOUN
american_scientific_journal-11530	99	14	,	,	PUNCT
american_scientific_journal-11530	99	15	training	training	NOUN
american_scientific_journal-11530	99	16	,	,	PUNCT
american_scientific_journal-11530	99	17	and	and	CCONJ
american_scientific_journal-11530	99	18	american	american	ADJ
american_scientific_journal-11530	99	19	academic	academic	ADJ
american_scientific_journal-11530	99	20	scientific	scientific	ADJ
american_scientific_journal-11530	99	21	research	research	NOUN
american_scientific_journal-11530	99	22	journal	journal	NOUN
american_scientific_journal-11530	99	23	for	for	ADP
american_scientific_journal-11530	99	24	engineering	engineering	NOUN
american_scientific_journal-11530	99	25	,	,	PUNCT
american_scientific_journal-11530	99	26	technology	technology	NOUN
american_scientific_journal-11530	99	27	,	,	PUNCT
american_scientific_journal-11530	99	28	and	and	CCONJ
american_scientific_journal-11530	99	29	sciences	science	NOUN
american_scientific_journal-11530	99	30	(	(	PUNCT
american_scientific_journal-11530	99	31	asrjets	asrjet	NOUN
american_scientific_journal-11530	99	32	)	)	PUNCT
american_scientific_journal-11530	99	33	volume	volume	NOUN
american_scientific_journal-11530	99	34	101	101	NUM
american_scientific_journal-11530	99	35	,	,	PUNCT
american_scientific_journal-11530	99	36	no	no	DET
american_scientific_journal-11530	99	37	1	1	NUM
american_scientific_journal-11530	99	38	,	,	PUNCT
american_scientific_journal-11530	99	39	pp	pp	ADV
american_scientific_journal-11530	99	40	316	316	NUM
american_scientific_journal-11530	99	41	-	-	SYM
american_scientific_journal-11530	99	42	324	324	NUM
american_scientific_journal-11530	99	43	322	322	NUM
american_scientific_journal-11530	99	44	subcontractor	subcontractor	NOUN
american_scientific_journal-11530	99	45	management	management	NOUN
american_scientific_journal-11530	99	46	,	,	PUNCT
american_scientific_journal-11530	99	47	supporting	support	VERB
american_scientific_journal-11530	99	48	supreme	supreme	PROPN
american_scientific_journal-11530	99	49	appliance	appliance	PROPN
american_scientific_journal-11530	99	50	repair	repair	NOUN
american_scientific_journal-11530	99	51	’s	’s	PART
american_scientific_journal-11530	99	52	expansion	expansion	NOUN
american_scientific_journal-11530	99	53	into	into	ADP
american_scientific_journal-11530	99	54	new	new	ADJ
american_scientific_journal-11530	99	55	regions	region	NOUN
american_scientific_journal-11530	99	56	.	.	PUNCT
american_scientific_journal-11530	100	1	analysis	analysis	NOUN
american_scientific_journal-11530	100	2	of	of	ADP
american_scientific_journal-11530	100	3	ai	ai	ADJ
american_scientific_journal-11530	100	4	adoption	adoption	NOUN
american_scientific_journal-11530	100	5	indicates	indicate	VERB
american_scientific_journal-11530	100	6	that	that	SCONJ
american_scientific_journal-11530	100	7	automation	automation	NOUN
american_scientific_journal-11530	100	8	of	of	ADP
american_scientific_journal-11530	100	9	customer	customer	NOUN
american_scientific_journal-11530	100	10	service	service	NOUN
american_scientific_journal-11530	100	11	and	and	CCONJ
american_scientific_journal-11530	100	12	diagnostics	diagnostic	NOUN
american_scientific_journal-11530	100	13	not	not	PART
american_scientific_journal-11530	100	14	only	only	ADV
american_scientific_journal-11530	100	15	enhanced	enhanced	ADJ
american_scientific_journal-11530	100	16	service	service	NOUN
american_scientific_journal-11530	100	17	quality	quality	NOUN
american_scientific_journal-11530	100	18	but	but	CCONJ
american_scientific_journal-11530	100	19	also	also	ADV
american_scientific_journal-11530	100	20	contributed	contribute	VERB
american_scientific_journal-11530	100	21	to	to	ADP
american_scientific_journal-11530	100	22	substantial	substantial	ADJ
american_scientific_journal-11530	100	23	revenue	revenue	NOUN
american_scientific_journal-11530	100	24	growth	growth	NOUN
american_scientific_journal-11530	100	25	—	—	PUNCT
american_scientific_journal-11530	100	26	from	from	ADP
american_scientific_journal-11530	100	27	modest	modest	ADJ
american_scientific_journal-11530	100	28	figures	figure	NOUN
american_scientific_journal-11530	100	29	in	in	ADP
american_scientific_journal-11530	100	30	the	the	DET
american_scientific_journal-11530	100	31	early	early	ADJ
american_scientific_journal-11530	100	32	years	year	NOUN
american_scientific_journal-11530	100	33	to	to	ADP
american_scientific_journal-11530	100	34	nearly	nearly	ADV
american_scientific_journal-11530	100	35	two	two	NUM
american_scientific_journal-11530	100	36	million	million	NUM
american_scientific_journal-11530	100	37	dollars	dollar	NOUN
american_scientific_journal-11530	100	38	in	in	ADP
american_scientific_journal-11530	100	39	annual	annual	ADJ
american_scientific_journal-11530	100	40	revenue	revenue	NOUN
american_scientific_journal-11530	100	41	by	by	ADP
american_scientific_journal-11530	100	42	2023	2023	NUM
american_scientific_journal-11530	100	43	.	.	PUNCT
american_scientific_journal-11530	101	1	this	this	DET
american_scientific_journal-11530	101	2	success	success	NOUN
american_scientific_journal-11530	101	3	highlights	highlight	VERB
american_scientific_journal-11530	101	4	the	the	DET
american_scientific_journal-11530	101	5	company	company	NOUN
american_scientific_journal-11530	101	6	's	's	PART
american_scientific_journal-11530	101	7	strong	strong	ADJ
american_scientific_journal-11530	101	8	leadership	leadership	NOUN
american_scientific_journal-11530	101	9	and	and	CCONJ
american_scientific_journal-11530	101	10	ability	ability	NOUN
american_scientific_journal-11530	101	11	to	to	PART
american_scientific_journal-11530	101	12	incorporate	incorporate	VERB
american_scientific_journal-11530	101	13	modern	modern	ADJ
american_scientific_journal-11530	101	14	technological	technological	ADJ
american_scientific_journal-11530	101	15	trends	trend	NOUN
american_scientific_journal-11530	101	16	into	into	ADP
american_scientific_journal-11530	101	17	the	the	DET
american_scientific_journal-11530	101	18	service	service	NOUN
american_scientific_journal-11530	101	19	business	business	NOUN
american_scientific_journal-11530	101	20	,	,	PUNCT
american_scientific_journal-11530	101	21	setting	set	VERB
american_scientific_journal-11530	101	22	the	the	DET
american_scientific_journal-11530	101	23	stage	stage	NOUN
american_scientific_journal-11530	101	24	for	for	ADP
american_scientific_journal-11530	101	25	further	further	ADJ
american_scientific_journal-11530	101	26	expansion	expansion	NOUN
american_scientific_journal-11530	101	27	and	and	CCONJ
american_scientific_journal-11530	101	28	market	market	NOUN
american_scientific_journal-11530	101	29	consolidation	consolidation	NOUN
american_scientific_journal-11530	101	30	.	.	PUNCT
american_scientific_journal-11530	102	1	for	for	ADP
american_scientific_journal-11530	102	2	an	an	DET
american_scientific_journal-11530	102	3	in	in	ADP
american_scientific_journal-11530	102	4	-	-	PUNCT
american_scientific_journal-11530	102	5	depth	depth	NOUN
american_scientific_journal-11530	102	6	assessment	assessment	NOUN
american_scientific_journal-11530	102	7	,	,	PUNCT
american_scientific_journal-11530	102	8	table	table	NOUN
american_scientific_journal-11530	102	9	3	3	NUM
american_scientific_journal-11530	102	10	presents	present	VERB
american_scientific_journal-11530	102	11	a	a	DET
american_scientific_journal-11530	102	12	comparative	comparative	ADJ
american_scientific_journal-11530	102	13	analysis	analysis	NOUN
american_scientific_journal-11530	102	14	of	of	ADP
american_scientific_journal-11530	102	15	key	key	ADJ
american_scientific_journal-11530	102	16	performance	performance	NOUN
american_scientific_journal-11530	102	17	indicators	indicator	NOUN
american_scientific_journal-11530	102	18	before	before	ADP
american_scientific_journal-11530	102	19	and	and	CCONJ
american_scientific_journal-11530	102	20	after	after	ADP
american_scientific_journal-11530	102	21	ai	ai	VERB
american_scientific_journal-11530	102	22	implementation	implementation	NOUN
american_scientific_journal-11530	102	23	across	across	ADP
american_scientific_journal-11530	102	24	the	the	DET
american_scientific_journal-11530	102	25	case	case	NOUN
american_scientific_journal-11530	102	26	studies	study	NOUN
american_scientific_journal-11530	102	27	.	.	PUNCT
american_scientific_journal-11530	103	1	table	table	NOUN
american_scientific_journal-11530	103	2	3	3	NUM
american_scientific_journal-11530	103	3	:	:	PUNCT
american_scientific_journal-11530	103	4	comparative	comparative	ADJ
american_scientific_journal-11530	103	5	analysis	analysis	NOUN
american_scientific_journal-11530	103	6	of	of	ADP
american_scientific_journal-11530	103	7	indicators	indicator	NOUN
american_scientific_journal-11530	103	8	before	before	ADP
american_scientific_journal-11530	103	9	and	and	CCONJ
american_scientific_journal-11530	103	10	after	after	ADP
american_scientific_journal-11530	103	11	ai	ai	VERB
american_scientific_journal-11530	103	12	implementation	implementation	NOUN
american_scientific_journal-11530	103	13	in	in	ADP
american_scientific_journal-11530	103	14	various	various	ADJ
american_scientific_journal-11530	103	15	case	case	NOUN
american_scientific_journal-11530	103	16	studies	study	NOUN
american_scientific_journal-11530	103	17	[	[	X
american_scientific_journal-11530	103	18	2	2	NUM
american_scientific_journal-11530	103	19	]	]	PUNCT
american_scientific_journal-11530	103	20	indicator	indicator	NOUN
american_scientific_journal-11530	103	21	case	case	NOUN
american_scientific_journal-11530	103	22	1	1	NUM
american_scientific_journal-11530	103	23	:	:	PUNCT
american_scientific_journal-11530	103	24	banking	banking	NOUN
american_scientific_journal-11530	103	25	sector	sector	NOUN
american_scientific_journal-11530	103	26	case	case	NOUN
american_scientific_journal-11530	103	27	2	2	NUM
american_scientific_journal-11530	103	28	:	:	PUNCT
american_scientific_journal-11530	103	29	pega	pega	NOUN
american_scientific_journal-11530	103	30	platform	platform	NOUN
american_scientific_journal-11530	103	31	case	case	NOUN
american_scientific_journal-11530	103	32	3	3	NUM
american_scientific_journal-11530	103	33	:	:	PUNCT
american_scientific_journal-11530	103	34	retail	retail	ADJ
american_scientific_journal-11530	103	35	sector	sector	NOUN
american_scientific_journal-11530	103	36	average	average	ADJ
american_scientific_journal-11530	103	37	response	response	NOUN
american_scientific_journal-11530	103	38	time	time	NOUN
american_scientific_journal-11530	103	39	before	before	ADV
american_scientific_journal-11530	103	40	:	:	PUNCT
american_scientific_journal-11530	103	41	10	10	NUM
american_scientific_journal-11530	103	42	min	min	NOUN
american_scientific_journal-11530	103	43	after	after	ADP
american_scientific_journal-11530	103	44	:	:	PUNCT
american_scientific_journal-11530	103	45	30	30	NUM
american_scientific_journal-11530	103	46	sec	sec	PROPN
american_scientific_journal-11530	103	47	before	before	ADV
american_scientific_journal-11530	103	48	:	:	PUNCT
american_scientific_journal-11530	103	49	15	15	NUM
american_scientific_journal-11530	103	50	min	min	NOUN
american_scientific_journal-11530	103	51	after	after	ADP
american_scientific_journal-11530	103	52	:	:	PUNCT
american_scientific_journal-11530	103	53	45	45	NUM
american_scientific_journal-11530	103	54	sec	sec	PROPN
american_scientific_journal-11530	103	55	before	before	ADV
american_scientific_journal-11530	103	56	:	:	PUNCT
american_scientific_journal-11530	103	57	12	12	NUM
american_scientific_journal-11530	103	58	min	min	NOUN
american_scientific_journal-11530	103	59	after	after	ADP
american_scientific_journal-11530	103	60	:	:	PUNCT
american_scientific_journal-11530	103	61	50	50	NUM
american_scientific_journal-11530	103	62	sec	sec	PROPN
american_scientific_journal-11530	103	63	first	first	ADJ
american_scientific_journal-11530	103	64	-	-	PUNCT
american_scientific_journal-11530	103	65	contact	contact	NOUN
american_scientific_journal-11530	103	66	resolution	resolution	NOUN
american_scientific_journal-11530	103	67	(	(	PUNCT
american_scientific_journal-11530	103	68	%	%	INTJ
american_scientific_journal-11530	103	69	)	)	PUNCT
american_scientific_journal-11530	103	70	before	before	ADP
american_scientific_journal-11530	103	71	:	:	PUNCT
american_scientific_journal-11530	103	72	60	60	NUM
american_scientific_journal-11530	103	73	%	%	NOUN
american_scientific_journal-11530	103	74	after	after	ADP
american_scientific_journal-11530	103	75	:	:	PUNCT
american_scientific_journal-11530	103	76	78	78	NUM
american_scientific_journal-11530	103	77	%	%	NOUN
american_scientific_journal-11530	103	78	before	before	ADV
american_scientific_journal-11530	103	79	:	:	PUNCT
american_scientific_journal-11530	103	80	65	65	NUM
american_scientific_journal-11530	103	81	%	%	NOUN
american_scientific_journal-11530	103	82	after	after	ADP
american_scientific_journal-11530	103	83	:	:	PUNCT
american_scientific_journal-11530	103	84	82	82	NUM
american_scientific_journal-11530	103	85	%	%	NOUN
american_scientific_journal-11530	103	86	before	before	ADV
american_scientific_journal-11530	103	87	:	:	PUNCT
american_scientific_journal-11530	103	88	62	62	NUM
american_scientific_journal-11530	103	89	%	%	NOUN
american_scientific_journal-11530	103	90	after	after	ADP
american_scientific_journal-11530	103	91	:	:	PUNCT
american_scientific_journal-11530	103	92	80	80	NUM
american_scientific_journal-11530	103	93	%	%	NOUN
american_scientific_journal-11530	103	94	customer	customer	NOUN
american_scientific_journal-11530	103	95	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	103	96	score	score	NOUN
american_scientific_journal-11530	103	97	before	before	ADV
american_scientific_journal-11530	103	98	:	:	PUNCT
american_scientific_journal-11530	103	99	3.7/5	3.7/5	NUM
american_scientific_journal-11530	103	100	after	after	ADP
american_scientific_journal-11530	103	101	:	:	PUNCT
american_scientific_journal-11530	103	102	4.2/5	4.2/5	NUM
american_scientific_journal-11530	103	103	before	before	ADP
american_scientific_journal-11530	103	104	:	:	PUNCT
american_scientific_journal-11530	103	105	3.8/5	3.8/5	NUM
american_scientific_journal-11530	103	106	after	after	ADP
american_scientific_journal-11530	103	107	:	:	PUNCT
american_scientific_journal-11530	103	108	4.4/5	4.4/5	NUM
american_scientific_journal-11530	103	109	before	before	ADP
american_scientific_journal-11530	103	110	:	:	PUNCT
american_scientific_journal-11530	103	111	3.9/5	3.9/5	NUM
american_scientific_journal-11530	103	112	after	after	ADP
american_scientific_journal-11530	103	113	:	:	PUNCT
american_scientific_journal-11530	103	114	4.3/5	4.3/5	NUM
american_scientific_journal-11530	103	115	cost	cost	NOUN
american_scientific_journal-11530	103	116	per	per	ADP
american_scientific_journal-11530	103	117	interaction	interaction	NOUN
american_scientific_journal-11530	103	118	(	(	PUNCT
american_scientific_journal-11530	103	119	usd	usd	NOUN
american_scientific_journal-11530	103	120	)	)	PUNCT
american_scientific_journal-11530	103	121	before	before	ADP
american_scientific_journal-11530	103	122	:	:	PUNCT
american_scientific_journal-11530	103	123	$	$	SYM
american_scientific_journal-11530	103	124	6.50	6.50	NUM
american_scientific_journal-11530	103	125	after	after	ADP
american_scientific_journal-11530	103	126	:	:	PUNCT
american_scientific_journal-11530	103	127	$	$	SYM
american_scientific_journal-11530	103	128	3.40	3.40	NUM
american_scientific_journal-11530	103	129	before	before	ADP
american_scientific_journal-11530	103	130	:	:	PUNCT
american_scientific_journal-11530	103	131	$	$	SYM
american_scientific_journal-11530	103	132	7.50	7.50	NUM
american_scientific_journal-11530	103	133	after	after	ADP
american_scientific_journal-11530	103	134	:	:	PUNCT
american_scientific_journal-11530	103	135	$	$	SYM
american_scientific_journal-11530	103	136	3.80	3.80	NUM
american_scientific_journal-11530	103	137	before	before	ADP
american_scientific_journal-11530	103	138	:	:	PUNCT
american_scientific_journal-11530	103	139	$	$	SYM
american_scientific_journal-11530	103	140	7.00	7.00	NUM
american_scientific_journal-11530	103	141	after	after	ADP
american_scientific_journal-11530	103	142	:	:	PUNCT
american_scientific_journal-11530	103	143	$	$	SYM
american_scientific_journal-11530	103	144	3.60	3.60	NUM
american_scientific_journal-11530	103	145	query	query	NOUN
american_scientific_journal-11530	103	146	abandonment	abandonment	NOUN
american_scientific_journal-11530	103	147	rate	rate	NOUN
american_scientific_journal-11530	103	148	(	(	PUNCT
american_scientific_journal-11530	103	149	%	%	INTJ
american_scientific_journal-11530	103	150	)	)	PUNCT
american_scientific_journal-11530	103	151	before	before	ADP
american_scientific_journal-11530	103	152	:	:	PUNCT
american_scientific_journal-11530	103	153	20	20	NUM
american_scientific_journal-11530	103	154	%	%	NOUN
american_scientific_journal-11530	103	155	after	after	ADP
american_scientific_journal-11530	103	156	:	:	PUNCT
american_scientific_journal-11530	103	157	8	8	NUM
american_scientific_journal-11530	103	158	%	%	NOUN
american_scientific_journal-11530	103	159	before	before	ADV
american_scientific_journal-11530	103	160	:	:	PUNCT
american_scientific_journal-11530	103	161	18	18	NUM
american_scientific_journal-11530	103	162	%	%	NOUN
american_scientific_journal-11530	103	163	after	after	ADP
american_scientific_journal-11530	103	164	:	:	PUNCT
american_scientific_journal-11530	103	165	7	7	NUM
american_scientific_journal-11530	103	166	%	%	NOUN
american_scientific_journal-11530	103	167	before	before	ADV
american_scientific_journal-11530	103	168	:	:	PUNCT
american_scientific_journal-11530	103	169	19	19	NUM
american_scientific_journal-11530	103	170	%	%	NOUN
american_scientific_journal-11530	103	171	after	after	ADP
american_scientific_journal-11530	103	172	:	:	PUNCT
american_scientific_journal-11530	103	173	9	9	NUM
american_scientific_journal-11530	103	174	%	%	NOUN
american_scientific_journal-11530	103	175	the	the	DET
american_scientific_journal-11530	103	176	data	datum	NOUN
american_scientific_journal-11530	103	177	illustrate	illustrate	VERB
american_scientific_journal-11530	103	178	that	that	PRON
american_scientific_journal-11530	103	179	ai	ai	VERB
american_scientific_journal-11530	103	180	implementation	implementation	NOUN
american_scientific_journal-11530	103	181	significantly	significantly	ADV
american_scientific_journal-11530	103	182	reduces	reduce	VERB
american_scientific_journal-11530	103	183	response	response	NOUN
american_scientific_journal-11530	103	184	times	time	NOUN
american_scientific_journal-11530	103	185	(	(	PUNCT
american_scientific_journal-11530	103	186	by	by	ADP
american_scientific_journal-11530	103	187	75–85	75–85	NUM
american_scientific_journal-11530	103	188	%	%	NOUN
american_scientific_journal-11530	103	189	)	)	PUNCT
american_scientific_journal-11530	103	190	,	,	PUNCT
american_scientific_journal-11530	103	191	increases	increase	VERB
american_scientific_journal-11530	103	192	firstcontact	firstcontact	ADJ
american_scientific_journal-11530	103	193	resolution	resolution	NOUN
american_scientific_journal-11530	103	194	rates	rate	NOUN
american_scientific_journal-11530	103	195	(	(	PUNCT
american_scientific_journal-11530	103	196	by	by	ADP
american_scientific_journal-11530	103	197	20–25	20–25	NUM
american_scientific_journal-11530	103	198	%	%	NOUN
american_scientific_journal-11530	103	199	)	)	PUNCT
american_scientific_journal-11530	103	200	,	,	PUNCT
american_scientific_journal-11530	103	201	and	and	CCONJ
american_scientific_journal-11530	103	202	lowers	lower	VERB
american_scientific_journal-11530	103	203	the	the	DET
american_scientific_journal-11530	103	204	cost	cost	NOUN
american_scientific_journal-11530	103	205	per	per	ADP
american_scientific_journal-11530	103	206	interaction	interaction	NOUN
american_scientific_journal-11530	103	207	(	(	PUNCT
american_scientific_journal-11530	103	208	by	by	ADP
american_scientific_journal-11530	103	209	approximately	approximately	ADV
american_scientific_journal-11530	103	210	45–50	45–50	NUM
american_scientific_journal-11530	103	211	%	%	NOUN
american_scientific_journal-11530	103	212	)	)	PUNCT
american_scientific_journal-11530	103	213	.	.	PUNCT
american_scientific_journal-11530	104	1	these	these	DET
american_scientific_journal-11530	104	2	improvements	improvement	NOUN
american_scientific_journal-11530	104	3	directly	directly	ADV
american_scientific_journal-11530	104	4	enhance	enhance	VERB
american_scientific_journal-11530	104	5	customer	customer	NOUN
american_scientific_journal-11530	104	6	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	104	7	,	,	PUNCT
american_scientific_journal-11530	104	8	as	as	SCONJ
american_scientific_journal-11530	104	9	reflected	reflect	VERB
american_scientific_journal-11530	104	10	in	in	ADP
american_scientific_journal-11530	104	11	a	a	DET
american_scientific_journal-11530	104	12	10–15	10–15	NUM
american_scientific_journal-11530	104	13	%	%	NOUN
american_scientific_journal-11530	104	14	increase	increase	NOUN
american_scientific_journal-11530	104	15	in	in	ADP
american_scientific_journal-11530	104	16	service	service	NOUN
american_scientific_journal-11530	104	17	ratings	rating	NOUN
american_scientific_journal-11530	104	18	across	across	ADP
american_scientific_journal-11530	104	19	all	all	DET
american_scientific_journal-11530	104	20	case	case	NOUN
american_scientific_journal-11530	104	21	studies	study	NOUN
american_scientific_journal-11530	104	22	.	.	PUNCT
american_scientific_journal-11530	105	1	additionally	additionally	ADV
american_scientific_journal-11530	105	2	,	,	PUNCT
american_scientific_journal-11530	105	3	the	the	DET
american_scientific_journal-11530	105	4	reduction	reduction	NOUN
american_scientific_journal-11530	105	5	in	in	ADP
american_scientific_journal-11530	105	6	query	query	NOUN
american_scientific_journal-11530	105	7	abandonment	abandonment	NOUN
american_scientific_journal-11530	105	8	rates	rate	NOUN
american_scientific_journal-11530	105	9	indicates	indicate	VERB
american_scientific_journal-11530	105	10	that	that	SCONJ
american_scientific_journal-11530	105	11	customers	customer	NOUN
american_scientific_journal-11530	105	12	receive	receive	VERB
american_scientific_journal-11530	105	13	assistance	assistance	NOUN
american_scientific_journal-11530	105	14	more	more	ADV
american_scientific_journal-11530	105	15	quickly	quickly	ADV
american_scientific_journal-11530	105	16	and	and	CCONJ
american_scientific_journal-11530	105	17	with	with	ADP
american_scientific_journal-11530	105	18	fewer	few	ADJ
american_scientific_journal-11530	105	19	repeat	repeat	NOUN
american_scientific_journal-11530	105	20	inquiries	inquiry	NOUN
american_scientific_journal-11530	105	21	,	,	PUNCT
american_scientific_journal-11530	105	22	further	far	ADV
american_scientific_journal-11530	105	23	reducing	reduce	VERB
american_scientific_journal-11530	105	24	operational	operational	ADJ
american_scientific_journal-11530	105	25	costs	cost	NOUN
american_scientific_journal-11530	105	26	.	.	PUNCT
american_scientific_journal-11530	106	1	next	next	ADV
american_scientific_journal-11530	106	2	,	,	PUNCT
american_scientific_journal-11530	106	3	this	this	DET
american_scientific_journal-11530	106	4	article	article	NOUN
american_scientific_journal-11530	106	5	will	will	AUX
american_scientific_journal-11530	106	6	outline	outline	VERB
american_scientific_journal-11530	106	7	the	the	DET
american_scientific_journal-11530	106	8	author	author	NOUN
american_scientific_journal-11530	106	9	’s	’s	PART
american_scientific_journal-11530	106	10	recommendations	recommendation	NOUN
american_scientific_journal-11530	106	11	for	for	ADP
american_scientific_journal-11530	106	12	implementing	implement	VERB
american_scientific_journal-11530	106	13	artificial	artificial	ADJ
american_scientific_journal-11530	106	14	intelligence	intelligence	NOUN
american_scientific_journal-11530	106	15	in	in	ADP
american_scientific_journal-11530	106	16	automated	automate	VERB
american_scientific_journal-11530	106	17	customer	customer	NOUN
american_scientific_journal-11530	106	18	support	support	NOUN
american_scientific_journal-11530	106	19	systems	system	NOUN
american_scientific_journal-11530	106	20	.	.	PUNCT
american_scientific_journal-11530	107	1	at	at	ADP
american_scientific_journal-11530	107	2	the	the	DET
american_scientific_journal-11530	107	3	first	first	ADJ
american_scientific_journal-11530	107	4	stage	stage	NOUN
american_scientific_journal-11530	107	5	,	,	PUNCT
american_scientific_journal-11530	107	6	it	it	PRON
american_scientific_journal-11530	107	7	is	be	AUX
american_scientific_journal-11530	107	8	necessary	necessary	ADJ
american_scientific_journal-11530	107	9	to	to	PART
american_scientific_journal-11530	107	10	conduct	conduct	VERB
american_scientific_journal-11530	107	11	an	an	DET
american_scientific_journal-11530	107	12	audit	audit	NOUN
american_scientific_journal-11530	107	13	of	of	ADP
american_scientific_journal-11530	107	14	the	the	DET
american_scientific_journal-11530	107	15	current	current	ADJ
american_scientific_journal-11530	107	16	support	support	NOUN
american_scientific_journal-11530	107	17	system	system	NOUN
american_scientific_journal-11530	107	18	,	,	PUNCT
american_scientific_journal-11530	107	19	including	include	VERB
american_scientific_journal-11530	107	20	an	an	DET
american_scientific_journal-11530	107	21	evaluation	evaluation	NOUN
american_scientific_journal-11530	107	22	of	of	ADP
american_scientific_journal-11530	107	23	the	the	DET
american_scientific_journal-11530	107	24	communication	communication	NOUN
american_scientific_journal-11530	107	25	channels	channel	NOUN
american_scientific_journal-11530	107	26	used	use	VERB
american_scientific_journal-11530	107	27	,	,	PUNCT
american_scientific_journal-11530	107	28	an	an	DET
american_scientific_journal-11530	107	29	analysis	analysis	NOUN
american_scientific_journal-11530	107	30	of	of	ADP
american_scientific_journal-11530	107	31	typical	typical	ADJ
american_scientific_journal-11530	107	32	requests	request	NOUN
american_scientific_journal-11530	107	33	,	,	PUNCT
american_scientific_journal-11530	107	34	and	and	CCONJ
american_scientific_journal-11530	107	35	the	the	DET
american_scientific_journal-11530	107	36	identification	identification	NOUN
american_scientific_journal-11530	107	37	of	of	ADP
american_scientific_journal-11530	107	38	bottlenecks	bottleneck	NOUN
american_scientific_journal-11530	107	39	where	where	SCONJ
american_scientific_journal-11530	107	40	ai	ai	VERB
american_scientific_journal-11530	107	41	can	can	AUX
american_scientific_journal-11530	107	42	enhance	enhance	VERB
american_scientific_journal-11530	107	43	efficiency	efficiency	NOUN
american_scientific_journal-11530	107	44	.	.	PUNCT
american_scientific_journal-11530	108	1	such	such	DET
american_scientific_journal-11530	108	2	an	an	DET
american_scientific_journal-11530	108	3	analysis	analysis	NOUN
american_scientific_journal-11530	108	4	not	not	PART
american_scientific_journal-11530	108	5	only	only	ADV
american_scientific_journal-11530	108	6	helps	help	VERB
american_scientific_journal-11530	108	7	to	to	PART
american_scientific_journal-11530	108	8	determine	determine	VERB
american_scientific_journal-11530	108	9	areas	area	NOUN
american_scientific_journal-11530	108	10	for	for	ADP
american_scientific_journal-11530	108	11	optimization	optimization	NOUN
american_scientific_journal-11530	108	12	but	but	CCONJ
american_scientific_journal-11530	108	13	also	also	ADV
american_scientific_journal-11530	108	14	forms	form	VERB
american_scientific_journal-11530	108	15	an	an	DET
american_scientific_journal-11530	108	16	understanding	understanding	NOUN
american_scientific_journal-11530	108	17	of	of	ADP
american_scientific_journal-11530	108	18	the	the	DET
american_scientific_journal-11530	108	19	existing	exist	VERB
american_scientific_journal-11530	108	20	automation	automation	NOUN
american_scientific_journal-11530	108	21	potential	potential	NOUN
american_scientific_journal-11530	108	22	,	,	PUNCT
american_scientific_journal-11530	108	23	which	which	PRON
american_scientific_journal-11530	108	24	serves	serve	VERB
american_scientific_journal-11530	108	25	as	as	ADP
american_scientific_journal-11530	108	26	the	the	DET
american_scientific_journal-11530	108	27	basis	basis	NOUN
american_scientific_journal-11530	108	28	for	for	ADP
american_scientific_journal-11530	108	29	further	further	ADJ
american_scientific_journal-11530	108	30	strategic	strategic	ADJ
american_scientific_journal-11530	108	31	planning	planning	NOUN
american_scientific_journal-11530	108	32	.	.	PUNCT
american_scientific_journal-11530	109	1	conducting	conduct	VERB
american_scientific_journal-11530	109	2	in	in	ADP
american_scientific_journal-11530	109	3	-	-	PUNCT
american_scientific_journal-11530	109	4	depth	depth	NOUN
american_scientific_journal-11530	109	5	data	datum	NOUN
american_scientific_journal-11530	109	6	analytics	analytic	NOUN
american_scientific_journal-11530	109	7	enables	enable	VERB
american_scientific_journal-11530	109	8	the	the	DET
american_scientific_journal-11530	109	9	identification	identification	NOUN
american_scientific_journal-11530	109	10	of	of	ADP
american_scientific_journal-11530	109	11	gaps	gap	NOUN
american_scientific_journal-11530	109	12	in	in	ADP
american_scientific_journal-11530	109	13	information	information	NOUN
american_scientific_journal-11530	109	14	flows	flow	NOUN
american_scientific_journal-11530	109	15	and	and	CCONJ
american_scientific_journal-11530	109	16	determines	determine	NOUN
american_scientific_journal-11530	109	17	which	which	DET
american_scientific_journal-11530	109	18	data	datum	NOUN
american_scientific_journal-11530	109	19	need	need	VERB
american_scientific_journal-11530	109	20	to	to	PART
american_scientific_journal-11530	109	21	be	be	AUX
american_scientific_journal-11530	109	22	collected	collect	VERB
american_scientific_journal-11530	109	23	,	,	PUNCT
american_scientific_journal-11530	109	24	cleaned	clean	VERB
american_scientific_journal-11530	109	25	,	,	PUNCT
american_scientific_journal-11530	109	26	or	or	CCONJ
american_scientific_journal-11530	109	27	supplemented	supplement	VERB
american_scientific_journal-11530	109	28	to	to	PART
american_scientific_journal-11530	109	29	form	form	VERB
american_scientific_journal-11530	109	30	a	a	DET
american_scientific_journal-11530	109	31	representative	representative	ADJ
american_scientific_journal-11530	109	32	training	training	NOUN
american_scientific_journal-11530	109	33	dataset	dataset	NOUN
american_scientific_journal-11530	109	34	.	.	PUNCT
american_scientific_journal-11530	110	1	in	in	ADP
american_scientific_journal-11530	110	2	this	this	DET
american_scientific_journal-11530	110	3	process	process	NOUN
american_scientific_journal-11530	110	4	,	,	PUNCT
american_scientific_journal-11530	110	5	attention	attention	NOUN
american_scientific_journal-11530	110	6	should	should	AUX
american_scientific_journal-11530	110	7	be	be	AUX
american_scientific_journal-11530	110	8	paid	pay	VERB
american_scientific_journal-11530	110	9	to	to	ADP
american_scientific_journal-11530	110	10	establishing	establish	VERB
american_scientific_journal-11530	110	11	and	and	CCONJ
american_scientific_journal-11530	110	12	documenting	document	VERB
american_scientific_journal-11530	110	13	key	key	ADJ
american_scientific_journal-11530	110	14	american	american	ADJ
american_scientific_journal-11530	110	15	academic	academic	ADJ
american_scientific_journal-11530	110	16	scientific	scientific	ADJ
american_scientific_journal-11530	110	17	research	research	NOUN
american_scientific_journal-11530	110	18	journal	journal	NOUN
american_scientific_journal-11530	110	19	for	for	ADP
american_scientific_journal-11530	110	20	engineering	engineering	NOUN
american_scientific_journal-11530	110	21	,	,	PUNCT
american_scientific_journal-11530	110	22	technology	technology	NOUN
american_scientific_journal-11530	110	23	,	,	PUNCT
american_scientific_journal-11530	110	24	and	and	CCONJ
american_scientific_journal-11530	110	25	sciences	science	NOUN
american_scientific_journal-11530	110	26	(	(	PUNCT
american_scientific_journal-11530	110	27	asrjets	asrjet	NOUN
american_scientific_journal-11530	110	28	)	)	PUNCT
american_scientific_journal-11530	110	29	volume	volume	NOUN
american_scientific_journal-11530	110	30	101	101	NUM
american_scientific_journal-11530	110	31	,	,	PUNCT
american_scientific_journal-11530	110	32	no	no	DET
american_scientific_journal-11530	110	33	1	1	NUM
american_scientific_journal-11530	110	34	,	,	PUNCT
american_scientific_journal-11530	110	35	pp	pp	ADV
american_scientific_journal-11530	110	36	316	316	NUM
american_scientific_journal-11530	110	37	-	-	SYM
american_scientific_journal-11530	110	38	324	324	NUM
american_scientific_journal-11530	110	39	323	323	NUM
american_scientific_journal-11530	110	40	performance	performance	NOUN
american_scientific_journal-11530	110	41	indicators	indicator	NOUN
american_scientific_journal-11530	110	42	(	(	PUNCT
american_scientific_journal-11530	110	43	kpis	kpis	PROPN
american_scientific_journal-11530	110	44	)	)	PUNCT
american_scientific_journal-11530	110	45	that	that	PRON
american_scientific_journal-11530	110	46	will	will	AUX
american_scientific_journal-11530	110	47	later	later	ADV
american_scientific_journal-11530	110	48	allow	allow	VERB
american_scientific_journal-11530	110	49	an	an	DET
american_scientific_journal-11530	110	50	objective	objective	ADJ
american_scientific_journal-11530	110	51	assessment	assessment	NOUN
american_scientific_journal-11530	110	52	of	of	ADP
american_scientific_journal-11530	110	53	the	the	DET
american_scientific_journal-11530	110	54	progress	progress	NOUN
american_scientific_journal-11530	110	55	of	of	ADP
american_scientific_journal-11530	110	56	ai	ai	ADJ
american_scientific_journal-11530	110	57	implementation	implementation	NOUN
american_scientific_journal-11530	110	58	,	,	PUNCT
american_scientific_journal-11530	110	59	measuring	measure	VERB
american_scientific_journal-11530	110	60	query	query	NOUN
american_scientific_journal-11530	110	61	processing	processing	NOUN
american_scientific_journal-11530	110	62	speed	speed	NOUN
american_scientific_journal-11530	110	63	,	,	PUNCT
american_scientific_journal-11530	110	64	customer	customer	NOUN
american_scientific_journal-11530	110	65	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	110	66	levels	level	NOUN
american_scientific_journal-11530	110	67	,	,	PUNCT
american_scientific_journal-11530	110	68	and	and	CCONJ
american_scientific_journal-11530	110	69	reductions	reduction	NOUN
american_scientific_journal-11530	110	70	in	in	ADP
american_scientific_journal-11530	110	71	support	support	NOUN
american_scientific_journal-11530	110	72	costs	cost	NOUN
american_scientific_journal-11530	110	73	.	.	PUNCT
american_scientific_journal-11530	111	1	next	next	ADV
american_scientific_journal-11530	111	2	,	,	PUNCT
american_scientific_journal-11530	111	3	it	it	PRON
american_scientific_journal-11530	111	4	is	be	AUX
american_scientific_journal-11530	111	5	necessary	necessary	ADJ
american_scientific_journal-11530	111	6	to	to	PART
american_scientific_journal-11530	111	7	develop	develop	VERB
american_scientific_journal-11530	111	8	a	a	DET
american_scientific_journal-11530	111	9	strategic	strategic	ADJ
american_scientific_journal-11530	111	10	vision	vision	NOUN
american_scientific_journal-11530	111	11	for	for	ADP
american_scientific_journal-11530	111	12	integrating	integrate	VERB
american_scientific_journal-11530	111	13	artificial	artificial	ADJ
american_scientific_journal-11530	111	14	intelligence	intelligence	NOUN
american_scientific_journal-11530	111	15	into	into	ADP
american_scientific_journal-11530	111	16	the	the	DET
american_scientific_journal-11530	111	17	corporate	corporate	ADJ
american_scientific_journal-11530	111	18	model	model	NOUN
american_scientific_journal-11530	111	19	,	,	PUNCT
american_scientific_journal-11530	111	20	which	which	PRON
american_scientific_journal-11530	111	21	includes	include	VERB
american_scientific_journal-11530	111	22	setting	set	VERB
american_scientific_journal-11530	111	23	both	both	DET
american_scientific_journal-11530	111	24	short	short	ADJ
american_scientific_journal-11530	111	25	-	-	PUNCT
american_scientific_journal-11530	111	26	term	term	NOUN
american_scientific_journal-11530	111	27	and	and	CCONJ
american_scientific_journal-11530	111	28	long	long	ADJ
american_scientific_journal-11530	111	29	-	-	PUNCT
american_scientific_journal-11530	111	30	term	term	NOUN
american_scientific_journal-11530	111	31	goals	goal	NOUN
american_scientific_journal-11530	111	32	,	,	PUNCT
american_scientific_journal-11530	111	33	aligning	align	VERB
american_scientific_journal-11530	111	34	them	they	PRON
american_scientific_journal-11530	111	35	with	with	ADP
american_scientific_journal-11530	111	36	management	management	NOUN
american_scientific_journal-11530	111	37	,	,	PUNCT
american_scientific_journal-11530	111	38	and	and	CCONJ
american_scientific_journal-11530	111	39	formulating	formulate	VERB
american_scientific_journal-11530	111	40	a	a	DET
american_scientific_journal-11530	111	41	unified	unified	ADJ
american_scientific_journal-11530	111	42	concept	concept	NOUN
american_scientific_journal-11530	111	43	for	for	ADP
american_scientific_journal-11530	111	44	the	the	DET
american_scientific_journal-11530	111	45	development	development	NOUN
american_scientific_journal-11530	111	46	of	of	ADP
american_scientific_journal-11530	111	47	ai	ai	PROPN
american_scientific_journal-11530	111	48	technologies	technology	NOUN
american_scientific_journal-11530	111	49	.	.	PUNCT
american_scientific_journal-11530	112	1	at	at	ADP
american_scientific_journal-11530	112	2	this	this	DET
american_scientific_journal-11530	112	3	stage	stage	NOUN
american_scientific_journal-11530	112	4	,	,	PUNCT
american_scientific_journal-11530	112	5	it	it	PRON
american_scientific_journal-11530	112	6	is	be	AUX
american_scientific_journal-11530	112	7	important	important	ADJ
american_scientific_journal-11530	112	8	to	to	PART
american_scientific_journal-11530	112	9	decide	decide	VERB
american_scientific_journal-11530	112	10	whether	whether	SCONJ
american_scientific_journal-11530	112	11	the	the	DET
american_scientific_journal-11530	112	12	company	company	NOUN
american_scientific_journal-11530	112	13	will	will	AUX
american_scientific_journal-11530	112	14	utilize	utilize	VERB
american_scientific_journal-11530	112	15	ready	ready	ADJ
american_scientific_journal-11530	112	16	-	-	PUNCT
american_scientific_journal-11530	112	17	made	make	VERB
american_scientific_journal-11530	112	18	cloud	cloud	ADJ
american_scientific_journal-11530	112	19	solutions	solution	NOUN
american_scientific_journal-11530	112	20	and	and	CCONJ
american_scientific_journal-11530	112	21	specialized	specialized	ADJ
american_scientific_journal-11530	112	22	platforms	platform	NOUN
american_scientific_journal-11530	112	23	or	or	CCONJ
american_scientific_journal-11530	112	24	develop	develop	VERB
american_scientific_journal-11530	112	25	its	its	PRON
american_scientific_journal-11530	112	26	own	own	ADJ
american_scientific_journal-11530	112	27	models	model	NOUN
american_scientific_journal-11530	112	28	tailored	tailor	VERB
american_scientific_journal-11530	112	29	to	to	ADP
american_scientific_journal-11530	112	30	the	the	DET
american_scientific_journal-11530	112	31	unique	unique	ADJ
american_scientific_journal-11530	112	32	features	feature	NOUN
american_scientific_journal-11530	112	33	of	of	ADP
american_scientific_journal-11530	112	34	its	its	PRON
american_scientific_journal-11530	112	35	business	business	NOUN
american_scientific_journal-11530	112	36	processes	process	NOUN
american_scientific_journal-11530	112	37	.	.	PUNCT
american_scientific_journal-11530	113	1	moving	move	VERB
american_scientific_journal-11530	113	2	on	on	ADP
american_scientific_journal-11530	113	3	to	to	ADP
american_scientific_journal-11530	113	4	the	the	DET
american_scientific_journal-11530	113	5	technical	technical	ADJ
american_scientific_journal-11530	113	6	implementation	implementation	NOUN
american_scientific_journal-11530	113	7	,	,	PUNCT
american_scientific_journal-11530	113	8	focus	focus	NOUN
american_scientific_journal-11530	113	9	should	should	AUX
american_scientific_journal-11530	113	10	be	be	AUX
american_scientific_journal-11530	113	11	placed	place	VERB
american_scientific_journal-11530	113	12	on	on	ADP
american_scientific_journal-11530	113	13	developing	develop	VERB
american_scientific_journal-11530	113	14	and	and	CCONJ
american_scientific_journal-11530	113	15	training	training	NOUN
american_scientific_journal-11530	113	16	models	model	NOUN
american_scientific_journal-11530	113	17	based	base	VERB
american_scientific_journal-11530	113	18	on	on	ADP
american_scientific_journal-11530	113	19	modern	modern	ADJ
american_scientific_journal-11530	113	20	natural	natural	ADJ
american_scientific_journal-11530	113	21	language	language	NOUN
american_scientific_journal-11530	113	22	processing	processing	NOUN
american_scientific_journal-11530	113	23	algorithms	algorithm	NOUN
american_scientific_journal-11530	113	24	and	and	CCONJ
american_scientific_journal-11530	113	25	dialogue	dialogue	NOUN
american_scientific_journal-11530	113	26	systems	system	NOUN
american_scientific_journal-11530	113	27	.	.	PUNCT
american_scientific_journal-11530	114	1	this	this	PRON
american_scientific_journal-11530	114	2	involves	involve	VERB
american_scientific_journal-11530	114	3	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	114	4	data	datum	NOUN
american_scientific_journal-11530	114	5	preprocessing	preprocessing	NOUN
american_scientific_journal-11530	114	6	—	—	PUNCT
american_scientific_journal-11530	114	7	including	include	VERB
american_scientific_journal-11530	114	8	cleaning	cleaning	NOUN
american_scientific_journal-11530	114	9	,	,	PUNCT
american_scientific_journal-11530	114	10	normalization	normalization	NOUN
american_scientific_journal-11530	114	11	,	,	PUNCT
american_scientific_journal-11530	114	12	segmentation	segmentation	NOUN
american_scientific_journal-11530	114	13	,	,	PUNCT
american_scientific_journal-11530	114	14	and	and	CCONJ
american_scientific_journal-11530	114	15	annotation	annotation	NOUN
american_scientific_journal-11530	114	16	of	of	ADP
american_scientific_journal-11530	114	17	textual	textual	ADJ
american_scientific_journal-11530	114	18	information	information	NOUN
american_scientific_journal-11530	114	19	—	—	PUNCT
american_scientific_journal-11530	114	20	as	as	ADV
american_scientific_journal-11530	114	21	well	well	ADV
american_scientific_journal-11530	114	22	as	as	ADP
american_scientific_journal-11530	114	23	applying	apply	VERB
american_scientific_journal-11530	114	24	data	datum	NOUN
american_scientific_journal-11530	114	25	augmentation	augmentation	NOUN
american_scientific_journal-11530	114	26	methods	method	NOUN
american_scientific_journal-11530	114	27	to	to	PART
american_scientific_journal-11530	114	28	enrich	enrich	VERB
american_scientific_journal-11530	114	29	the	the	DET
american_scientific_journal-11530	114	30	training	training	NOUN
american_scientific_journal-11530	114	31	dataset	dataset	NOUN
american_scientific_journal-11530	114	32	.	.	PUNCT
american_scientific_journal-11530	115	1	integrating	integrate	VERB
american_scientific_journal-11530	115	2	ai	ai	VERB
american_scientific_journal-11530	115	3	solutions	solution	NOUN
american_scientific_journal-11530	115	4	into	into	ADP
american_scientific_journal-11530	115	5	the	the	DET
american_scientific_journal-11530	115	6	existing	exist	VERB
american_scientific_journal-11530	115	7	it	it	PRON
american_scientific_journal-11530	115	8	infrastructure	infrastructure	NOUN
american_scientific_journal-11530	115	9	requires	require	VERB
american_scientific_journal-11530	115	10	the	the	DET
american_scientific_journal-11530	115	11	design	design	NOUN
american_scientific_journal-11530	115	12	of	of	ADP
american_scientific_journal-11530	115	13	a	a	DET
american_scientific_journal-11530	115	14	well	well	ADV
american_scientific_journal-11530	115	15	-	-	PUNCT
american_scientific_journal-11530	115	16	thought	think	VERB
american_scientific_journal-11530	115	17	-	-	PUNCT
american_scientific_journal-11530	115	18	out	out	ADP
american_scientific_journal-11530	115	19	architecture	architecture	NOUN
american_scientific_journal-11530	115	20	that	that	PRON
american_scientific_journal-11530	115	21	ensures	ensure	VERB
american_scientific_journal-11530	115	22	seamless	seamless	ADJ
american_scientific_journal-11530	115	23	interaction	interaction	NOUN
american_scientific_journal-11530	115	24	with	with	ADP
american_scientific_journal-11530	115	25	crm	crm	PROPN
american_scientific_journal-11530	115	26	,	,	PUNCT
american_scientific_journal-11530	115	27	erp	erp	PROPN
american_scientific_journal-11530	115	28	systems	systems	PROPN
american_scientific_journal-11530	115	29	,	,	PUNCT
american_scientific_journal-11530	115	30	knowledge	knowledge	NOUN
american_scientific_journal-11530	115	31	bases	basis	NOUN
american_scientific_journal-11530	115	32	,	,	PUNCT
american_scientific_journal-11530	115	33	and	and	CCONJ
american_scientific_journal-11530	115	34	other	other	ADJ
american_scientific_journal-11530	115	35	corporate	corporate	ADJ
american_scientific_journal-11530	115	36	information	information	NOUN
american_scientific_journal-11530	115	37	resources	resource	NOUN
american_scientific_journal-11530	115	38	.	.	PUNCT
american_scientific_journal-11530	116	1	in	in	ADP
american_scientific_journal-11530	116	2	this	this	DET
american_scientific_journal-11530	116	3	context	context	NOUN
american_scientific_journal-11530	116	4	,	,	PUNCT
american_scientific_journal-11530	116	5	it	it	PRON
american_scientific_journal-11530	116	6	is	be	AUX
american_scientific_journal-11530	116	7	essential	essential	ADJ
american_scientific_journal-11530	116	8	to	to	PART
american_scientific_journal-11530	116	9	develop	develop	VERB
american_scientific_journal-11530	116	10	a	a	DET
american_scientific_journal-11530	116	11	flexible	flexible	ADJ
american_scientific_journal-11530	116	12	and	and	CCONJ
american_scientific_journal-11530	116	13	scalable	scalable	ADJ
american_scientific_journal-11530	116	14	platform	platform	NOUN
american_scientific_journal-11530	116	15	capable	capable	ADJ
american_scientific_journal-11530	116	16	of	of	ADP
american_scientific_journal-11530	116	17	adapting	adapt	VERB
american_scientific_journal-11530	116	18	to	to	ADP
american_scientific_journal-11530	116	19	changing	change	VERB
american_scientific_journal-11530	116	20	data	datum	NOUN
american_scientific_journal-11530	116	21	volumes	volume	NOUN
american_scientific_journal-11530	116	22	and	and	CCONJ
american_scientific_journal-11530	116	23	business	business	NOUN
american_scientific_journal-11530	116	24	requirements	requirement	NOUN
american_scientific_journal-11530	116	25	,	,	PUNCT
american_scientific_journal-11530	116	26	as	as	ADV
american_scientific_journal-11530	116	27	well	well	ADV
american_scientific_journal-11530	116	28	as	as	ADP
american_scientific_journal-11530	116	29	allowing	allow	VERB
american_scientific_journal-11530	116	30	for	for	ADP
american_scientific_journal-11530	116	31	sequential	sequential	ADJ
american_scientific_journal-11530	116	32	expansion	expansion	NOUN
american_scientific_journal-11530	116	33	of	of	ADP
american_scientific_journal-11530	116	34	functionality	functionality	NOUN
american_scientific_journal-11530	116	35	.	.	PUNCT
american_scientific_journal-11530	117	1	special	special	ADJ
american_scientific_journal-11530	117	2	attention	attention	NOUN
american_scientific_journal-11530	117	3	must	must	AUX
american_scientific_journal-11530	117	4	be	be	AUX
american_scientific_journal-11530	117	5	given	give	VERB
american_scientific_journal-11530	117	6	to	to	ADP
american_scientific_journal-11530	117	7	organizational	organizational	ADJ
american_scientific_journal-11530	117	8	aspects	aspect	NOUN
american_scientific_journal-11530	117	9	and	and	CCONJ
american_scientific_journal-11530	117	10	the	the	DET
american_scientific_journal-11530	117	11	transformation	transformation	NOUN
american_scientific_journal-11530	117	12	of	of	ADP
american_scientific_journal-11530	117	13	corporate	corporate	ADJ
american_scientific_journal-11530	117	14	culture	culture	NOUN
american_scientific_journal-11530	117	15	during	during	ADP
american_scientific_journal-11530	117	16	the	the	DET
american_scientific_journal-11530	117	17	ai	ai	ADJ
american_scientific_journal-11530	117	18	implementation	implementation	NOUN
american_scientific_journal-11530	117	19	process	process	NOUN
american_scientific_journal-11530	117	20	.	.	PUNCT
american_scientific_journal-11530	118	1	it	it	PRON
american_scientific_journal-11530	118	2	is	be	AUX
american_scientific_journal-11530	118	3	crucial	crucial	ADJ
american_scientific_journal-11530	118	4	to	to	PART
american_scientific_journal-11530	118	5	provide	provide	VERB
american_scientific_journal-11530	118	6	systematic	systematic	ADJ
american_scientific_journal-11530	118	7	training	training	NOUN
american_scientific_journal-11530	118	8	for	for	ADP
american_scientific_journal-11530	118	9	employees	employee	NOUN
american_scientific_journal-11530	118	10	in	in	ADP
american_scientific_journal-11530	118	11	new	new	ADJ
american_scientific_journal-11530	118	12	technologies	technology	NOUN
american_scientific_journal-11530	118	13	through	through	ADP
american_scientific_journal-11530	118	14	regular	regular	ADJ
american_scientific_journal-11530	118	15	workshops	workshop	NOUN
american_scientific_journal-11530	118	16	,	,	PUNCT
american_scientific_journal-11530	118	17	seminars	seminar	NOUN
american_scientific_journal-11530	118	18	,	,	PUNCT
american_scientific_journal-11530	118	19	and	and	CCONJ
american_scientific_journal-11530	118	20	practical	practical	ADJ
american_scientific_journal-11530	118	21	sessions	session	NOUN
american_scientific_journal-11530	118	22	.	.	PUNCT
american_scientific_journal-11530	119	1	actively	actively	ADV
american_scientific_journal-11530	119	2	involving	involve	VERB
american_scientific_journal-11530	119	3	support	support	NOUN
american_scientific_journal-11530	119	4	staff	staff	NOUN
american_scientific_journal-11530	119	5	in	in	ADP
american_scientific_journal-11530	119	6	testing	testing	NOUN
american_scientific_journal-11530	119	7	and	and	CCONJ
american_scientific_journal-11530	119	8	refining	refining	NOUN
american_scientific_journal-11530	119	9	ai	ai	VERB
american_scientific_journal-11530	119	10	solutions	solution	NOUN
american_scientific_journal-11530	119	11	not	not	PART
american_scientific_journal-11530	119	12	only	only	ADV
american_scientific_journal-11530	119	13	improves	improve	VERB
american_scientific_journal-11530	119	14	the	the	DET
american_scientific_journal-11530	119	15	quality	quality	NOUN
american_scientific_journal-11530	119	16	of	of	ADP
american_scientific_journal-11530	119	17	the	the	DET
american_scientific_journal-11530	119	18	models	model	NOUN
american_scientific_journal-11530	119	19	but	but	CCONJ
american_scientific_journal-11530	119	20	also	also	ADV
american_scientific_journal-11530	119	21	fosters	foster	VERB
american_scientific_journal-11530	119	22	a	a	DET
american_scientific_journal-11530	119	23	collaborative	collaborative	ADJ
american_scientific_journal-11530	119	24	atmosphere	atmosphere	NOUN
american_scientific_journal-11530	119	25	in	in	ADP
american_scientific_journal-11530	119	26	which	which	PRON
american_scientific_journal-11530	119	27	employees	employee	NOUN
american_scientific_journal-11530	119	28	’	'	PUNCT
american_scientific_journal-11530	119	29	experience	experience	NOUN
american_scientific_journal-11530	119	30	becomes	become	VERB
american_scientific_journal-11530	119	31	an	an	DET
american_scientific_journal-11530	119	32	integral	integral	ADJ
american_scientific_journal-11530	119	33	part	part	NOUN
american_scientific_journal-11530	119	34	of	of	ADP
american_scientific_journal-11530	119	35	the	the	DET
american_scientific_journal-11530	119	36	optimization	optimization	NOUN
american_scientific_journal-11530	119	37	process	process	NOUN
american_scientific_journal-11530	119	38	.	.	PUNCT
american_scientific_journal-11530	120	1	moreover	moreover	ADV
american_scientific_journal-11530	120	2	,	,	PUNCT
american_scientific_journal-11530	120	3	attention	attention	NOUN
american_scientific_journal-11530	120	4	should	should	AUX
american_scientific_journal-11530	120	5	be	be	AUX
american_scientific_journal-11530	120	6	paid	pay	VERB
american_scientific_journal-11530	120	7	to	to	ADP
american_scientific_journal-11530	120	8	the	the	DET
american_scientific_journal-11530	120	9	transparency	transparency	NOUN
american_scientific_journal-11530	120	10	of	of	ADP
american_scientific_journal-11530	120	11	ai	ai	PRON
american_scientific_journal-11530	120	12	algorithms	algorithm	NOUN
american_scientific_journal-11530	120	13	by	by	ADP
american_scientific_journal-11530	120	14	developing	develop	VERB
american_scientific_journal-11530	120	15	methods	method	NOUN
american_scientific_journal-11530	120	16	for	for	ADP
american_scientific_journal-11530	120	17	explainable	explainable	ADJ
american_scientific_journal-11530	120	18	ai	ai	NOUN
american_scientific_journal-11530	120	19	,	,	PUNCT
american_scientific_journal-11530	120	20	which	which	PRON
american_scientific_journal-11530	120	21	increases	increase	VERB
american_scientific_journal-11530	120	22	user	user	NOUN
american_scientific_journal-11530	120	23	trust	trust	NOUN
american_scientific_journal-11530	120	24	and	and	CCONJ
american_scientific_journal-11530	120	25	ensures	ensure	VERB
american_scientific_journal-11530	120	26	timely	timely	ADJ
american_scientific_journal-11530	120	27	quality	quality	NOUN
american_scientific_journal-11530	120	28	control	control	NOUN
american_scientific_journal-11530	120	29	of	of	ADP
american_scientific_journal-11530	120	30	the	the	DET
american_scientific_journal-11530	120	31	system	system	NOUN
american_scientific_journal-11530	120	32	’s	’s	PART
american_scientific_journal-11530	120	33	performance	performance	NOUN
american_scientific_journal-11530	120	34	.	.	PUNCT
american_scientific_journal-11530	121	1	thus	thus	ADV
american_scientific_journal-11530	121	2	,	,	PUNCT
american_scientific_journal-11530	121	3	the	the	DET
american_scientific_journal-11530	121	4	integration	integration	NOUN
american_scientific_journal-11530	121	5	of	of	ADP
american_scientific_journal-11530	121	6	artificial	artificial	ADJ
american_scientific_journal-11530	121	7	intelligence	intelligence	NOUN
american_scientific_journal-11530	121	8	into	into	ADP
american_scientific_journal-11530	121	9	automated	automate	VERB
american_scientific_journal-11530	121	10	customer	customer	NOUN
american_scientific_journal-11530	121	11	support	support	NOUN
american_scientific_journal-11530	121	12	systems	system	NOUN
american_scientific_journal-11530	121	13	requires	require	VERB
american_scientific_journal-11530	121	14	a	a	DET
american_scientific_journal-11530	121	15	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	121	16	and	and	CCONJ
american_scientific_journal-11530	121	17	systematic	systematic	ADJ
american_scientific_journal-11530	121	18	approach	approach	NOUN
american_scientific_journal-11530	121	19	based	base	VERB
american_scientific_journal-11530	121	20	on	on	ADP
american_scientific_journal-11530	121	21	thorough	thorough	ADJ
american_scientific_journal-11530	121	22	analytical	analytical	ADJ
american_scientific_journal-11530	121	23	research	research	NOUN
american_scientific_journal-11530	121	24	,	,	PUNCT
american_scientific_journal-11530	121	25	strategic	strategic	ADJ
american_scientific_journal-11530	121	26	planning	planning	NOUN
american_scientific_journal-11530	121	27	,	,	PUNCT
american_scientific_journal-11530	121	28	and	and	CCONJ
american_scientific_journal-11530	121	29	close	close	ADJ
american_scientific_journal-11530	121	30	collaboration	collaboration	NOUN
american_scientific_journal-11530	121	31	among	among	ADP
american_scientific_journal-11530	121	32	all	all	DET
american_scientific_journal-11530	121	33	departments	department	NOUN
american_scientific_journal-11530	121	34	of	of	ADP
american_scientific_journal-11530	121	35	the	the	DET
american_scientific_journal-11530	121	36	company	company	NOUN
american_scientific_journal-11530	121	37	.	.	PUNCT
american_scientific_journal-11530	122	1	only	only	ADV
american_scientific_journal-11530	122	2	through	through	ADP
american_scientific_journal-11530	122	3	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	122	4	analysis	analysis	NOUN
american_scientific_journal-11530	122	5	,	,	PUNCT
american_scientific_journal-11530	122	6	the	the	DET
american_scientific_journal-11530	122	7	development	development	NOUN
american_scientific_journal-11530	122	8	of	of	ADP
american_scientific_journal-11530	122	9	flexible	flexible	ADJ
american_scientific_journal-11530	122	10	architectural	architectural	ADJ
american_scientific_journal-11530	122	11	solutions	solution	NOUN
american_scientific_journal-11530	122	12	,	,	PUNCT
american_scientific_journal-11530	122	13	continuous	continuous	ADJ
american_scientific_journal-11530	122	14	monitoring	monitoring	NOUN
american_scientific_journal-11530	122	15	,	,	PUNCT
american_scientific_journal-11530	122	16	and	and	CCONJ
american_scientific_journal-11530	122	17	adaptation	adaptation	NOUN
american_scientific_journal-11530	122	18	to	to	ADP
american_scientific_journal-11530	122	19	market	market	NOUN
american_scientific_journal-11530	122	20	conditions	condition	NOUN
american_scientific_journal-11530	122	21	can	can	AUX
american_scientific_journal-11530	122	22	sustainable	sustainable	VERB
american_scientific_journal-11530	122	23	improvements	improvement	NOUN
american_scientific_journal-11530	122	24	in	in	ADP
american_scientific_journal-11530	122	25	customer	customer	NOUN
american_scientific_journal-11530	122	26	service	service	NOUN
american_scientific_journal-11530	122	27	quality	quality	NOUN
american_scientific_journal-11530	122	28	,	,	PUNCT
american_scientific_journal-11530	122	29	reductions	reduction	NOUN
american_scientific_journal-11530	122	30	in	in	ADP
american_scientific_journal-11530	122	31	operational	operational	ADJ
american_scientific_journal-11530	122	32	costs	cost	NOUN
american_scientific_journal-11530	122	33	,	,	PUNCT
american_scientific_journal-11530	122	34	and	and	CCONJ
american_scientific_journal-11530	122	35	a	a	DET
american_scientific_journal-11530	122	36	solid	solid	ADJ
american_scientific_journal-11530	122	37	foundation	foundation	NOUN
american_scientific_journal-11530	122	38	for	for	ADP
american_scientific_journal-11530	122	39	further	further	ADJ
american_scientific_journal-11530	122	40	development	development	NOUN
american_scientific_journal-11530	122	41	of	of	ADP
american_scientific_journal-11530	122	42	innovative	innovative	ADJ
american_scientific_journal-11530	122	43	technologies	technology	NOUN
american_scientific_journal-11530	122	44	in	in	ADP
american_scientific_journal-11530	122	45	the	the	DET
american_scientific_journal-11530	122	46	corporate	corporate	ADJ
american_scientific_journal-11530	122	47	environment	environment	NOUN
american_scientific_journal-11530	122	48	be	be	AUX
american_scientific_journal-11530	122	49	achieved	achieve	VERB
american_scientific_journal-11530	122	50	.	.	PUNCT
american_scientific_journal-11530	123	1	5	5	X
american_scientific_journal-11530	123	2	.	.	X
american_scientific_journal-11530	123	3	conclusion	conclusion	NOUN
american_scientific_journal-11530	123	4	the	the	DET
american_scientific_journal-11530	123	5	conducted	conduct	VERB
american_scientific_journal-11530	123	6	study	study	NOUN
american_scientific_journal-11530	123	7	demonstrates	demonstrate	VERB
american_scientific_journal-11530	123	8	that	that	SCONJ
american_scientific_journal-11530	123	9	the	the	DET
american_scientific_journal-11530	123	10	integration	integration	NOUN
american_scientific_journal-11530	123	11	of	of	ADP
american_scientific_journal-11530	123	12	ai	ai	ADJ
american_scientific_journal-11530	123	13	solutions	solution	NOUN
american_scientific_journal-11530	123	14	into	into	ADP
american_scientific_journal-11530	123	15	customer	customer	NOUN
american_scientific_journal-11530	123	16	support	support	NOUN
american_scientific_journal-11530	123	17	processes	process	NOUN
american_scientific_journal-11530	123	18	significantly	significantly	ADV
american_scientific_journal-11530	123	19	enhances	enhance	VERB
american_scientific_journal-11530	123	20	the	the	DET
american_scientific_journal-11530	123	21	operational	operational	ADJ
american_scientific_journal-11530	123	22	efficiency	efficiency	NOUN
american_scientific_journal-11530	123	23	of	of	ADP
american_scientific_journal-11530	123	24	service	service	NOUN
american_scientific_journal-11530	123	25	companies	company	NOUN
american_scientific_journal-11530	123	26	.	.	PUNCT
american_scientific_journal-11530	124	1	the	the	DET
american_scientific_journal-11530	124	2	analysis	analysis	NOUN
american_scientific_journal-11530	124	3	of	of	ADP
american_scientific_journal-11530	124	4	technological	technological	ADJ
american_scientific_journal-11530	124	5	foundations	foundation	NOUN
american_scientific_journal-11530	124	6	revealed	reveal	VERB
american_scientific_journal-11530	124	7	that	that	SCONJ
american_scientific_journal-11530	124	8	modern	modern	ADJ
american_scientific_journal-11530	124	9	systems	system	NOUN
american_scientific_journal-11530	124	10	based	base	VERB
american_scientific_journal-11530	124	11	on	on	ADP
american_scientific_journal-11530	124	12	nlp	nlp	NOUN
american_scientific_journal-11530	124	13	,	,	PUNCT
american_scientific_journal-11530	124	14	nlu	nlu	NOUN
american_scientific_journal-11530	124	15	,	,	PUNCT
american_scientific_journal-11530	124	16	and	and	CCONJ
american_scientific_journal-11530	124	17	large	large	ADJ
american_scientific_journal-11530	124	18	language	language	NOUN
american_scientific_journal-11530	124	19	models	model	NOUN
american_scientific_journal-11530	124	20	enable	enable	VERB
american_scientific_journal-11530	124	21	precise	precise	ADJ
american_scientific_journal-11530	124	22	interpretation	interpretation	NOUN
american_scientific_journal-11530	124	23	of	of	ADP
american_scientific_journal-11530	124	24	customer	customer	NOUN
american_scientific_journal-11530	124	25	queries	query	NOUN
american_scientific_journal-11530	124	26	and	and	CCONJ
american_scientific_journal-11530	124	27	personalized	personalized	ADJ
american_scientific_journal-11530	124	28	responses	response	NOUN
american_scientific_journal-11530	124	29	.	.	PUNCT
american_scientific_journal-11530	125	1	statistical	statistical	ADJ
american_scientific_journal-11530	125	2	analysis	analysis	NOUN
american_scientific_journal-11530	125	3	and	and	CCONJ
american_scientific_journal-11530	125	4	case	case	NOUN
american_scientific_journal-11530	125	5	studies	study	NOUN
american_scientific_journal-11530	125	6	confirm	confirm	VERB
american_scientific_journal-11530	125	7	that	that	SCONJ
american_scientific_journal-11530	125	8	implementing	implement	VERB
american_scientific_journal-11530	125	9	such	such	ADJ
american_scientific_journal-11530	125	10	solutions	solution	NOUN
american_scientific_journal-11530	125	11	leads	lead	VERB
american_scientific_journal-11530	125	12	to	to	ADP
american_scientific_journal-11530	125	13	a	a	DET
american_scientific_journal-11530	125	14	reduction	reduction	NOUN
american_scientific_journal-11530	125	15	in	in	ADP
american_scientific_journal-11530	125	16	response	response	NOUN
american_scientific_journal-11530	125	17	time	time	NOUN
american_scientific_journal-11530	125	18	by	by	ADP
american_scientific_journal-11530	125	19	up	up	ADP
american_scientific_journal-11530	125	20	to	to	PART
american_scientific_journal-11530	125	21	85	85	NUM
american_scientific_journal-11530	125	22	%	%	NOUN
american_scientific_journal-11530	125	23	,	,	PUNCT
american_scientific_journal-11530	125	24	an	an	DET
american_scientific_journal-11530	125	25	increase	increase	NOUN
american_scientific_journal-11530	125	26	in	in	ADP
american_scientific_journal-11530	125	27	first	first	ADJ
american_scientific_journal-11530	125	28	-	-	PUNCT
american_scientific_journal-11530	125	29	contact	contact	NOUN
american_scientific_journal-11530	125	30	american	american	PROPN
american_scientific_journal-11530	125	31	academic	academic	PROPN
american_scientific_journal-11530	125	32	scientific	scientific	ADJ
american_scientific_journal-11530	125	33	research	research	NOUN
american_scientific_journal-11530	125	34	journal	journal	NOUN
american_scientific_journal-11530	125	35	for	for	ADP
american_scientific_journal-11530	125	36	engineering	engineering	NOUN
american_scientific_journal-11530	125	37	,	,	PUNCT
american_scientific_journal-11530	125	38	technology	technology	NOUN
american_scientific_journal-11530	125	39	,	,	PUNCT
american_scientific_journal-11530	125	40	and	and	CCONJ
american_scientific_journal-11530	125	41	sciences	science	NOUN
american_scientific_journal-11530	125	42	(	(	PUNCT
american_scientific_journal-11530	125	43	asrjets	asrjet	NOUN
american_scientific_journal-11530	125	44	)	)	PUNCT
american_scientific_journal-11530	125	45	volume	volume	NOUN
american_scientific_journal-11530	125	46	101	101	NUM
american_scientific_journal-11530	125	47	,	,	PUNCT
american_scientific_journal-11530	125	48	no	no	DET
american_scientific_journal-11530	125	49	1	1	NUM
american_scientific_journal-11530	125	50	,	,	PUNCT
american_scientific_journal-11530	125	51	pp	pp	ADV
american_scientific_journal-11530	125	52	316	316	NUM
american_scientific_journal-11530	125	53	-	-	SYM
american_scientific_journal-11530	125	54	324	324	NUM
american_scientific_journal-11530	125	55	324	324	NUM
american_scientific_journal-11530	125	56	resolution	resolution	NOUN
american_scientific_journal-11530	125	57	rates	rate	NOUN
american_scientific_journal-11530	125	58	by	by	ADP
american_scientific_journal-11530	125	59	20–25	20–25	NUM
american_scientific_journal-11530	125	60	%	%	NOUN
american_scientific_journal-11530	125	61	,	,	PUNCT
american_scientific_journal-11530	125	62	a	a	DET
american_scientific_journal-11530	125	63	nearly	nearly	ADV
american_scientific_journal-11530	125	64	50	50	NUM
american_scientific_journal-11530	125	65	%	%	NOUN
american_scientific_journal-11530	125	66	decrease	decrease	NOUN
american_scientific_journal-11530	125	67	in	in	ADP
american_scientific_journal-11530	125	68	operational	operational	ADJ
american_scientific_journal-11530	125	69	costs	cost	NOUN
american_scientific_journal-11530	125	70	,	,	PUNCT
american_scientific_journal-11530	125	71	and	and	CCONJ
american_scientific_journal-11530	125	72	a	a	DET
american_scientific_journal-11530	125	73	rise	rise	NOUN
american_scientific_journal-11530	125	74	in	in	ADP
american_scientific_journal-11530	125	75	customer	customer	NOUN
american_scientific_journal-11530	125	76	satisfaction	satisfaction	NOUN
american_scientific_journal-11530	125	77	levels	level	NOUN
american_scientific_journal-11530	125	78	by	by	ADP
american_scientific_journal-11530	125	79	up	up	ADP
american_scientific_journal-11530	125	80	to	to	PART
american_scientific_journal-11530	125	81	15	15	NUM
american_scientific_journal-11530	125	82	%	%	NOUN
american_scientific_journal-11530	125	83	.	.	PUNCT
american_scientific_journal-11530	126	1	furthermore	furthermore	ADV
american_scientific_journal-11530	126	2	,	,	PUNCT
american_scientific_journal-11530	126	3	the	the	DET
american_scientific_journal-11530	126	4	results	result	NOUN
american_scientific_journal-11530	126	5	highlight	highlight	VERB
american_scientific_journal-11530	126	6	the	the	DET
american_scientific_journal-11530	126	7	importance	importance	NOUN
american_scientific_journal-11530	126	8	of	of	ADP
american_scientific_journal-11530	126	9	a	a	DET
american_scientific_journal-11530	126	10	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	126	11	approach	approach	NOUN
american_scientific_journal-11530	126	12	that	that	PRON
american_scientific_journal-11530	126	13	combines	combine	VERB
american_scientific_journal-11530	126	14	technological	technological	ADJ
american_scientific_journal-11530	126	15	innovations	innovation	NOUN
american_scientific_journal-11530	126	16	,	,	PUNCT
american_scientific_journal-11530	126	17	data	datum	NOUN
american_scientific_journal-11530	126	18	analysis	analysis	NOUN
american_scientific_journal-11530	126	19	,	,	PUNCT
american_scientific_journal-11530	126	20	and	and	CCONJ
american_scientific_journal-11530	126	21	ethical	ethical	ADJ
american_scientific_journal-11530	126	22	considerations	consideration	NOUN
american_scientific_journal-11530	126	23	in	in	ADP
american_scientific_journal-11530	126	24	ai	ai	PROPN
american_scientific_journal-11530	126	25	deployment	deployment	NOUN
american_scientific_journal-11530	126	26	.	.	PUNCT
american_scientific_journal-11530	127	1	this	this	DET
american_scientific_journal-11530	127	2	study	study	NOUN
american_scientific_journal-11530	127	3	proposes	propose	VERB
american_scientific_journal-11530	127	4	an	an	DET
american_scientific_journal-11530	127	5	original	original	ADJ
american_scientific_journal-11530	127	6	model	model	NOUN
american_scientific_journal-11530	127	7	for	for	ADP
american_scientific_journal-11530	127	8	evaluating	evaluate	VERB
american_scientific_journal-11530	127	9	the	the	DET
american_scientific_journal-11530	127	10	effectiveness	effectiveness	NOUN
american_scientific_journal-11530	127	11	of	of	ADP
american_scientific_journal-11530	127	12	ai	ai	ADJ
american_scientific_journal-11530	127	13	implementation	implementation	NOUN
american_scientific_journal-11530	127	14	,	,	PUNCT
american_scientific_journal-11530	127	15	which	which	PRON
american_scientific_journal-11530	127	16	not	not	PART
american_scientific_journal-11530	127	17	only	only	ADV
american_scientific_journal-11530	127	18	optimizes	optimize	VERB
american_scientific_journal-11530	127	19	existing	exist	VERB
american_scientific_journal-11530	127	20	business	business	NOUN
american_scientific_journal-11530	127	21	processes	process	NOUN
american_scientific_journal-11530	127	22	but	but	CCONJ
american_scientific_journal-11530	127	23	also	also	ADV
american_scientific_journal-11530	127	24	lays	lay	VERB
american_scientific_journal-11530	127	25	the	the	DET
american_scientific_journal-11530	127	26	groundwork	groundwork	NOUN
american_scientific_journal-11530	127	27	for	for	ADP
american_scientific_journal-11530	127	28	further	further	ADJ
american_scientific_journal-11530	127	29	research	research	NOUN
american_scientific_journal-11530	127	30	in	in	ADP
american_scientific_journal-11530	127	31	the	the	DET
american_scientific_journal-11530	127	32	digital	digital	ADJ
american_scientific_journal-11530	127	33	transformation	transformation	NOUN
american_scientific_journal-11530	127	34	of	of	ADP
american_scientific_journal-11530	127	35	customer	customer	NOUN
american_scientific_journal-11530	127	36	support	support	NOUN
american_scientific_journal-11530	127	37	.	.	PUNCT
american_scientific_journal-11530	128	1	thus	thus	ADV
american_scientific_journal-11530	128	2	,	,	PUNCT
american_scientific_journal-11530	128	3	the	the	DET
american_scientific_journal-11530	128	4	integration	integration	NOUN
american_scientific_journal-11530	128	5	of	of	ADP
american_scientific_journal-11530	128	6	ai	ai	PROPN
american_scientific_journal-11530	128	7	technologies	technology	NOUN
american_scientific_journal-11530	128	8	serves	serve	VERB
american_scientific_journal-11530	128	9	as	as	ADP
american_scientific_journal-11530	128	10	a	a	DET
american_scientific_journal-11530	128	11	powerful	powerful	ADJ
american_scientific_journal-11530	128	12	tool	tool	NOUN
american_scientific_journal-11530	128	13	for	for	ADP
american_scientific_journal-11530	128	14	enhancing	enhance	VERB
american_scientific_journal-11530	128	15	company	company	NOUN
american_scientific_journal-11530	128	16	competitiveness	competitiveness	NOUN
american_scientific_journal-11530	128	17	by	by	ADP
american_scientific_journal-11530	128	18	improving	improve	VERB
american_scientific_journal-11530	128	19	service	service	NOUN
american_scientific_journal-11530	128	20	quality	quality	NOUN
american_scientific_journal-11530	128	21	and	and	CCONJ
american_scientific_journal-11530	128	22	optimizing	optimize	VERB
american_scientific_journal-11530	128	23	costs	cost	NOUN
american_scientific_journal-11530	128	24	.	.	PUNCT
american_scientific_journal-11530	129	1	however	however	ADV
american_scientific_journal-11530	129	2	,	,	PUNCT
american_scientific_journal-11530	129	3	several	several	ADJ
american_scientific_journal-11530	129	4	challenges	challenge	NOUN
american_scientific_journal-11530	129	5	remain	remain	VERB
american_scientific_journal-11530	129	6	,	,	PUNCT
american_scientific_journal-11530	129	7	including	include	VERB
american_scientific_journal-11530	129	8	ensuring	ensure	VERB
american_scientific_journal-11530	129	9	algorithmic	algorithmic	ADJ
american_scientific_journal-11530	129	10	transparency	transparency	NOUN
american_scientific_journal-11530	129	11	,	,	PUNCT
american_scientific_journal-11530	129	12	mitigating	mitigate	VERB
american_scientific_journal-11530	129	13	biases	bias	NOUN
american_scientific_journal-11530	129	14	in	in	ADP
american_scientific_journal-11530	129	15	ai	ai	ADJ
american_scientific_journal-11530	129	16	decision	decision	NOUN
american_scientific_journal-11530	129	17	-	-	PUNCT
american_scientific_journal-11530	129	18	making	making	NOUN
american_scientific_journal-11530	129	19	,	,	PUNCT
american_scientific_journal-11530	129	20	and	and	CCONJ
american_scientific_journal-11530	129	21	adapting	adapt	VERB
american_scientific_journal-11530	129	22	organizational	organizational	ADJ
american_scientific_journal-11530	129	23	processes	process	NOUN
american_scientific_journal-11530	129	24	to	to	ADP
american_scientific_journal-11530	129	25	new	new	ADJ
american_scientific_journal-11530	129	26	operational	operational	ADJ
american_scientific_journal-11530	129	27	conditions	condition	NOUN
american_scientific_journal-11530	129	28	.	.	PUNCT
american_scientific_journal-11530	130	1	future	future	ADJ
american_scientific_journal-11530	130	2	research	research	NOUN
american_scientific_journal-11530	130	3	should	should	AUX
american_scientific_journal-11530	130	4	focus	focus	VERB
american_scientific_journal-11530	130	5	on	on	ADP
american_scientific_journal-11530	130	6	developing	develop	VERB
american_scientific_journal-11530	130	7	strategies	strategy	NOUN
american_scientific_journal-11530	130	8	to	to	PART
american_scientific_journal-11530	130	9	address	address	VERB
american_scientific_journal-11530	130	10	these	these	DET
american_scientific_journal-11530	130	11	risks	risk	NOUN
american_scientific_journal-11530	130	12	and	and	CCONJ
american_scientific_journal-11530	130	13	further	far	ADV
american_scientific_journal-11530	130	14	integrating	integrate	VERB
american_scientific_journal-11530	130	15	ai	ai	VERB
american_scientific_journal-11530	130	16	solutions	solution	NOUN
american_scientific_journal-11530	130	17	into	into	ADP
american_scientific_journal-11530	130	18	comprehensive	comprehensive	ADJ
american_scientific_journal-11530	130	19	customer	customer	NOUN
american_scientific_journal-11530	130	20	relationship	relationship	NOUN
american_scientific_journal-11530	130	21	management	management	NOUN
american_scientific_journal-11530	130	22	systems	system	NOUN
american_scientific_journal-11530	130	23	.	.	PUNCT
american_scientific_journal-11530	131	1	references	reference	NOUN
american_scientific_journal-11530	131	2	[	[	X
american_scientific_journal-11530	131	3	1	1	NUM
american_scientific_journal-11530	131	4	]	]	PUNCT
american_scientific_journal-11530	131	5	.	.	PUNCT
american_scientific_journal-11530	132	1	inavolu	inavolu	PROPN
american_scientific_journal-11530	132	2	s.	s.	PROPN
american_scientific_journal-11530	132	3	m.	m.	PROPN
american_scientific_journal-11530	132	4	exploring	explore	VERB
american_scientific_journal-11530	132	5	ai	ai	NOUN
american_scientific_journal-11530	132	6	-	-	PUNCT
american_scientific_journal-11530	132	7	driven	drive	VERB
american_scientific_journal-11530	132	8	customer	customer	NOUN
american_scientific_journal-11530	132	9	service	service	NOUN
american_scientific_journal-11530	132	10	:	:	PUNCT
american_scientific_journal-11530	132	11	evolution	evolution	NOUN
american_scientific_journal-11530	132	12	,	,	PUNCT
american_scientific_journal-11530	132	13	architectures	architecture	NOUN
american_scientific_journal-11530	132	14	,	,	PUNCT
american_scientific_journal-11530	132	15	opportunities	opportunity	NOUN
american_scientific_journal-11530	132	16	,	,	PUNCT
american_scientific_journal-11530	132	17	challenges	challenge	NOUN
american_scientific_journal-11530	132	18	and	and	CCONJ
american_scientific_journal-11530	132	19	future	future	ADJ
american_scientific_journal-11530	132	20	directions	direction	NOUN
american_scientific_journal-11530	132	21	//international	//international	PUNCT
american_scientific_journal-11530	132	22	journal	journal	NOUN
american_scientific_journal-11530	132	23	of	of	ADP
american_scientific_journal-11530	132	24	engineering	engineering	NOUN
american_scientific_journal-11530	132	25	and	and	CCONJ
american_scientific_journal-11530	132	26	advanced	advanced	ADJ
american_scientific_journal-11530	132	27	technology	technology	NOUN
american_scientific_journal-11530	132	28	.	.	PUNCT
american_scientific_journal-11530	133	1	–	–	PUNCT
american_scientific_journal-11530	133	2	2024	2024	NUM
american_scientific_journal-11530	133	3	.	.	PUNCT
american_scientific_journal-11530	134	1	–	–	PUNCT
american_scientific_journal-11530	134	2	т	т	X
american_scientific_journal-11530	134	3	.	.	NOUN
american_scientific_journal-11530	134	4	13	13	NUM
american_scientific_journal-11530	134	5	.	.	PUNCT
american_scientific_journal-11530	134	6	–	–	PUNCT
american_scientific_journal-11530	134	7	№	№	NOUN
american_scientific_journal-11530	134	8	.	.	PUNCT
american_scientific_journal-11530	135	1	3	3	X
american_scientific_journal-11530	135	2	.	.	X
american_scientific_journal-11530	135	3	–	–	PUNCT
american_scientific_journal-11530	135	4	pp	pp	ADJ
american_scientific_journal-11530	135	5	.	.	PUNCT
american_scientific_journal-11530	136	1	156	156	NUM
american_scientific_journal-11530	136	2	-	-	SYM
american_scientific_journal-11530	136	3	163	163	NUM
american_scientific_journal-11530	136	4	.	.	PUNCT
american_scientific_journal-11530	137	1	[	[	X
american_scientific_journal-11530	137	2	2	2	NUM
american_scientific_journal-11530	137	3	]	]	PUNCT
american_scientific_journal-11530	137	4	.	.	PUNCT
american_scientific_journal-11530	138	1	munnangi	munnangi	PROPN
american_scientific_journal-11530	138	2	s.	s.	PROPN
american_scientific_journal-11530	138	3	implementing	implement	VERB
american_scientific_journal-11530	138	4	intelligent	intelligent	ADJ
american_scientific_journal-11530	138	5	customer	customer	NOUN
american_scientific_journal-11530	138	6	service	service	NOUN
american_scientific_journal-11530	138	7	automation	automation	NOUN
american_scientific_journal-11530	138	8	with	with	ADP
american_scientific_journal-11530	138	9	pega	pega	PROPN
american_scientific_journal-11530	138	10	:	:	PUNCT
american_scientific_journal-11530	138	11	a	a	DET
american_scientific_journal-11530	138	12	technical	technical	ADJ
american_scientific_journal-11530	138	13	deep	deep	ADJ
american_scientific_journal-11530	138	14	dive	dive	NOUN
american_scientific_journal-11530	138	15	//international	//international	PROPN
american_scientific_journal-11530	138	16	journal	journal	NOUN
american_scientific_journal-11530	138	17	of	of	ADP
american_scientific_journal-11530	138	18	computer	computer	NOUN
american_scientific_journal-11530	138	19	engineering	engineering	NOUN
american_scientific_journal-11530	138	20	and	and	CCONJ
american_scientific_journal-11530	138	21	technology	technology	NOUN
american_scientific_journal-11530	138	22	(	(	PUNCT
american_scientific_journal-11530	138	23	ijcet	ijcet	NOUN
american_scientific_journal-11530	138	24	)	)	PUNCT
american_scientific_journal-11530	138	25	.	.	PUNCT
american_scientific_journal-11530	139	1	–	–	PUNCT
american_scientific_journal-11530	139	2	2024	2024	NUM
american_scientific_journal-11530	139	3	.	.	PUNCT
american_scientific_journal-11530	140	1	–	–	PUNCT
american_scientific_journal-11530	140	2	т	т	X
american_scientific_journal-11530	140	3	.	.	NOUN
american_scientific_journal-11530	140	4	15	15	NUM
american_scientific_journal-11530	140	5	.	.	PUNCT
american_scientific_journal-11530	140	6	–	–	PUNCT
american_scientific_journal-11530	140	7	№	№	NOUN
american_scientific_journal-11530	140	8	.	.	NOUN
american_scientific_journal-11530	141	1	6	6	NUM
american_scientific_journal-11530	141	2	.	.	X
american_scientific_journal-11530	141	3	–	–	PUNCT
american_scientific_journal-11530	141	4	pp	pp	ADJ
american_scientific_journal-11530	141	5	.	.	PUNCT
american_scientific_journal-11530	142	1	89	89	NUM
american_scientific_journal-11530	142	2	-	-	SYM
american_scientific_journal-11530	142	3	105	105	NUM
american_scientific_journal-11530	142	4	.	.	PUNCT
american_scientific_journal-11530	143	1	[	[	X
american_scientific_journal-11530	143	2	3	3	NUM
american_scientific_journal-11530	143	3	]	]	PUNCT
american_scientific_journal-11530	143	4	.	.	PUNCT
american_scientific_journal-11530	144	1	phudech	phudech	PROPN
american_scientific_journal-11530	144	2	p.	p.	NOUN
american_scientific_journal-11530	144	3	ai	ai	VERB
american_scientific_journal-11530	144	4	and	and	CCONJ
american_scientific_journal-11530	144	5	smart	smart	ADJ
american_scientific_journal-11530	144	6	customer	customer	NOUN
american_scientific_journal-11530	144	7	services	service	NOUN
american_scientific_journal-11530	144	8	:	:	PUNCT
american_scientific_journal-11530	145	1	revolutionizing	revolutionize	VERB
american_scientific_journal-11530	145	2	the	the	DET
american_scientific_journal-11530	145	3	customer	customer	NOUN
american_scientific_journal-11530	145	4	experience	experience	NOUN
american_scientific_journal-11530	145	5	//journal	//journal	PUNCT
american_scientific_journal-11530	145	6	of	of	ADP
american_scientific_journal-11530	145	7	social	social	ADJ
american_scientific_journal-11530	145	8	science	science	NOUN
american_scientific_journal-11530	145	9	and	and	CCONJ
american_scientific_journal-11530	145	10	multidisciplinary	multidisciplinary	ADJ
american_scientific_journal-11530	145	11	research	research	NOUN
american_scientific_journal-11530	145	12	(	(	PUNCT
american_scientific_journal-11530	145	13	jssmr	jssmr	PROPN
american_scientific_journal-11530	145	14	)	)	PUNCT
american_scientific_journal-11530	145	15	.	.	PUNCT
american_scientific_journal-11530	146	1	–	–	PUNCT
american_scientific_journal-11530	146	2	2024	2024	NUM
american_scientific_journal-11530	146	3	.	.	PUNCT
american_scientific_journal-11530	147	1	–	–	PUNCT
american_scientific_journal-11530	147	2	т	т	X
american_scientific_journal-11530	147	3	.	.	NOUN
american_scientific_journal-11530	147	4	1	1	NUM
american_scientific_journal-11530	147	5	.	.	X
american_scientific_journal-11530	147	6	–	–	PUNCT
american_scientific_journal-11530	147	7	№	№	NOUN
american_scientific_journal-11530	147	8	.	.	PUNCT
american_scientific_journal-11530	148	1	3	3	X
american_scientific_journal-11530	148	2	.	.	X
american_scientific_journal-11530	148	3	–	–	PUNCT
american_scientific_journal-11530	148	4	pp	pp	ADJ
american_scientific_journal-11530	148	5	.	.	PUNCT
american_scientific_journal-11530	149	1	1	1	NUM
american_scientific_journal-11530	149	2	-	-	SYM
american_scientific_journal-11530	149	3	20	20	NUM
american_scientific_journal-11530	149	4	.	.	PUNCT
american_scientific_journal-11530	150	1	[	[	X
american_scientific_journal-11530	150	2	4	4	NUM
american_scientific_journal-11530	150	3	]	]	PUNCT
american_scientific_journal-11530	150	4	.	.	PUNCT
american_scientific_journal-11530	151	1	mckinsey	mckinsey	PROPN
american_scientific_journal-11530	151	2	&	&	CCONJ
american_scientific_journal-11530	151	3	company	company	PROPN
american_scientific_journal-11530	151	4	.	.	PUNCT
american_scientific_journal-11530	152	1	the	the	DET
american_scientific_journal-11530	152	2	next	next	ADJ
american_scientific_journal-11530	152	3	frontier	frontier	NOUN
american_scientific_journal-11530	152	4	of	of	ADP
american_scientific_journal-11530	152	5	customer	customer	NOUN
american_scientific_journal-11530	152	6	engagement	engagement	NOUN
american_scientific_journal-11530	152	7	:	:	PUNCT
american_scientific_journal-11530	152	8	ai	ai	AUX
american_scientific_journal-11530	152	9	-	-	PUNCT
american_scientific_journal-11530	152	10	enabled	enable	VERB
american_scientific_journal-11530	152	11	customer	customer	NOUN
american_scientific_journal-11530	152	12	service	service	NOUN
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american_scientific_journal-11530	153	1	[	[	X
american_scientific_journal-11530	153	2	electronic	electronic	ADJ
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american_scientific_journal-11530	153	9	/	/	SYM
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american_scientific_journal-11530	153	15	-	-	PUNCT
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american_scientific_journal-11530	153	19	-	-	PUNCT
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american_scientific_journal-11530	153	21	-	-	PUNCT
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american_scientific_journal-11530	153	23	-	-	PUNCT
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american_scientific_journal-11530	153	27	-	-	PUNCT
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american_scientific_journal-11530	153	29	-	-	PUNCT
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american_scientific_journal-11530	153	31	-	-	PUNCT
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american_scientific_journal-11530	153	33	(	(	PUNCT
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american_scientific_journal-11530	153	37	:	:	PUNCT
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american_scientific_journal-11530	153	40	.	.	PUNCT
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american_scientific_journal-11530	155	1	de	de	PROPN
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american_scientific_journal-11530	155	5	,	,	PUNCT
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american_scientific_journal-11530	155	22	.	.	PUNCT
american_scientific_journal-11530	156	1	–	–	PUNCT
american_scientific_journal-11530	156	2	т	т	X
american_scientific_journal-11530	156	3	.	.	NOUN
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american_scientific_journal-11530	156	5	.	.	X
american_scientific_journal-11530	156	6	–	–	PUNCT
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american_scientific_journal-11530	156	8	.	.	PUNCT
american_scientific_journal-11530	157	1	3	3	X
american_scientific_journal-11530	157	2	.	.	X
american_scientific_journal-11530	157	3	–	–	PUNCT
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american_scientific_journal-11530	157	5	.	.	PUNCT
american_scientific_journal-11530	158	1	238	238	NUM
american_scientific_journal-11530	158	2	-	-	SYM
american_scientific_journal-11530	158	3	251	251	NUM
american_scientific_journal-11530	158	4	.	.	PUNCT
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american_scientific_journal-11530	159	4	.	.	PUNCT
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american_scientific_journal-11530	160	4	,	,	PUNCT
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american_scientific_journal-11530	160	8	,	,	PUNCT
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american_scientific_journal-11530	163	1	–	–	PUNCT
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american_scientific_journal-11530	163	3	.	.	PUNCT
american_scientific_journal-11530	164	1	2	2	NUM
american_scientific_journal-11530	164	2	.	.	PUNCT
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american_scientific_journal-11530	168	8	.	.	PUNCT
american_scientific_journal-11530	169	1	4	4	X
american_scientific_journal-11530	169	2	.	.	X
american_scientific_journal-11530	169	3	pp	pp	ADJ
american_scientific_journal-11530	169	4	.	.	PUNCT
american_scientific_journal-11530	170	1	29	29	NUM
american_scientific_journal-11530	170	2	-	-	SYM
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