id	sid	tid	token	lemma	pos
cana-2869	1	1	communications	communication	NOUN
cana-2869	1	2	on	on	ADP
cana-2869	1	3	applied	apply	VERB
cana-2869	1	4	nonlinear	nonlinear	ADJ
cana-2869	1	5	analysis	analysis	NOUN
cana-2869	1	6	issn	issn	NOUN
cana-2869	1	7	:	:	PUNCT
cana-2869	1	8	1074	1074	NUM
cana-2869	1	9	-	-	PUNCT
cana-2869	1	10	133x	133x	NUM
cana-2869	1	11	vol	vol	NOUN
cana-2869	1	12	32	32	NUM
cana-2869	1	13	no	no	NOUN
cana-2869	1	14	.	.	PUNCT
cana-2869	2	1	4s	4s	NUM
cana-2869	2	2	(	(	PUNCT
cana-2869	2	3	2025	2025	NUM
cana-2869	2	4	)	)	PUNCT
cana-2869	2	5	524	524	NUM
cana-2869	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	2	7	iot	iot	PROPN
cana-2869	2	8	data	datum	NOUN
cana-2869	2	9	optimization	optimization	NOUN
cana-2869	2	10	for	for	ADP
cana-2869	2	11	creating	create	VERB
cana-2869	2	12	interfaces	interface	NOUN
cana-2869	2	13	using	use	VERB
cana-2869	2	14	chatbots	chatbot	NOUN
cana-2869	2	15	on	on	ADP
cana-2869	2	16	industrial	industrial	ADJ
cana-2869	2	17	data	data	PROPN
cana-2869	2	18	dr	dr	PROPN
cana-2869	2	19	.	.	PROPN
cana-2869	2	20	priyanka	priyanka	PROPN
cana-2869	2	21	g.	g.	PROPN
cana-2869	2	22	jaiswal1	jaiswal1	PROPN
cana-2869	2	23	,	,	PUNCT
cana-2869	2	24	prachi	prachi	PROPN
cana-2869	2	25	dhabade2	dhabade2	PROPN
cana-2869	2	26	,	,	PUNCT
cana-2869	2	27	amey	amey	PROPN
cana-2869	2	28	dhote3	dhote3	PROPN
cana-2869	2	29	,	,	PUNCT
cana-2869	2	30	aniket	aniket	ADJ
cana-2869	2	31	dubey4	dubey4	PROPN
cana-2869	2	32	,	,	PUNCT
cana-2869	2	33	harshal	harshal	ADJ
cana-2869	2	34	patil5	patil5	NOUN
cana-2869	2	35	,	,	PUNCT
cana-2869	2	36	neha	neha	NOUN
cana-2869	2	37	madavi6	madavi6	NOUN
cana-2869	2	38	,	,	PUNCT
cana-2869	2	39	nidhi	nidhi	PROPN
cana-2869	2	40	rahangdale7	rahangdale7	ADJ
cana-2869	3	1	1,,3,4,5,6,7dept	1,,3,4,5,6,7dept	NUM
cana-2869	3	2	.	.	NOUN
cana-2869	3	3	of	of	ADP
cana-2869	3	4	information	information	NOUN
cana-2869	3	5	technology	technology	NOUN
cana-2869	3	6	yeshwantrao	yeshwantrao	PROPN
cana-2869	3	7	chavan	chavan	PROPN
cana-2869	3	8	college	college	PROPN
cana-2869	3	9	of	of	ADP
cana-2869	3	10	engineering	engineering	PROPN
cana-2869	3	11	,	,	PUNCT
cana-2869	3	12	nagpur	nagpur	PROPN
cana-2869	3	13	2research	2research	NUM
cana-2869	3	14	assistant	assistant	NOUN
cana-2869	3	15	,	,	PUNCT
cana-2869	3	16	jawaharlal	jawaharlal	PROPN
cana-2869	3	17	nehru	nehru	PROPN
cana-2869	3	18	medical	medical	PROPN
cana-2869	3	19	college	college	PROPN
cana-2869	3	20	,	,	PUNCT
cana-2869	3	21	datta	datta	PROPN
cana-2869	3	22	meghe	meghe	PROPN
cana-2869	3	23	institute	institute	PROPN
cana-2869	3	24	of	of	ADP
cana-2869	3	25	higher	high	ADJ
cana-2869	3	26	education	education	NOUN
cana-2869	3	27	and	and	CCONJ
cana-2869	3	28	research	research	NOUN
cana-2869	3	29	,	,	PUNCT
cana-2869	3	30	sawangi(m	sawangi(m	NOUN
cana-2869	3	31	)	)	PUNCT
cana-2869	3	32	,	,	PUNCT
cana-2869	3	33	wardha	wardha	NOUN
cana-2869	3	34	.	.	PUNCT
cana-2869	4	1	article	article	NOUN
cana-2869	4	2	history	history	NOUN
cana-2869	4	3	:	:	PUNCT
cana-2869	4	4	received	receive	VERB
cana-2869	4	5	:	:	PUNCT
cana-2869	4	6	30	30	NUM
cana-2869	4	7	-	-	SYM
cana-2869	4	8	09	09	NUM
cana-2869	4	9	-	-	PUNCT
cana-2869	4	10	2024	2024	NUM
cana-2869	4	11	revised	revise	VERB
cana-2869	4	12	:	:	PUNCT
cana-2869	4	13	28	28	NUM
cana-2869	4	14	-	-	SYM
cana-2869	4	15	11	11	NUM
cana-2869	4	16	-	-	PUNCT
cana-2869	4	17	2024	2024	NUM
cana-2869	4	18	accepted	accept	VERB
cana-2869	4	19	:	:	PUNCT
cana-2869	4	20	09	09	NUM
cana-2869	4	21	-	-	SYM
cana-2869	4	22	12	12	NUM
cana-2869	4	23	-	-	PUNCT
cana-2869	4	24	2024	2024	NUM
cana-2869	4	25	abstract	abstract	NOUN
cana-2869	4	26	:	:	PUNCT
cana-2869	4	27	this	this	DET
cana-2869	4	28	research	research	NOUN
cana-2869	4	29	paper	paper	NOUN
cana-2869	4	30	explores	explore	VERB
cana-2869	4	31	the	the	DET
cana-2869	4	32	integration	integration	NOUN
cana-2869	4	33	of	of	ADP
cana-2869	4	34	industrial	industrial	ADJ
cana-2869	4	35	internet	internet	NOUN
cana-2869	4	36	of	of	ADP
cana-2869	4	37	things	thing	NOUN
cana-2869	4	38	(	(	PUNCT
cana-2869	4	39	iot	iot	NOUN
cana-2869	4	40	)	)	PUNCT
cana-2869	4	41	data	datum	NOUN
cana-2869	4	42	to	to	PART
cana-2869	4	43	develop	develop	VERB
cana-2869	4	44	an	an	DET
cana-2869	4	45	innovative	innovative	ADJ
cana-2869	4	46	ai	ai	NOUN
cana-2869	4	47	chatbot	chatbot	NOUN
cana-2869	4	48	tailored	tailor	VERB
cana-2869	4	49	for	for	ADP
cana-2869	4	50	the	the	DET
cana-2869	4	51	industrial	industrial	ADJ
cana-2869	4	52	sector	sector	NOUN
cana-2869	4	53	.	.	PUNCT
cana-2869	5	1	the	the	DET
cana-2869	5	2	chatbot	chatbot	NOUN
cana-2869	5	3	aims	aim	VERB
cana-2869	5	4	to	to	PART
cana-2869	5	5	optimize	optimize	VERB
cana-2869	5	6	resource	resource	NOUN
cana-2869	5	7	allocation	allocation	NOUN
cana-2869	5	8	,	,	PUNCT
cana-2869	5	9	minimize	minimize	VERB
cana-2869	5	10	downtime	downtime	NOUN
cana-2869	5	11	through	through	ADP
cana-2869	5	12	proactive	proactive	ADJ
cana-2869	5	13	predictive	predictive	ADJ
cana-2869	5	14	maintenance	maintenance	NOUN
cana-2869	5	15	,	,	PUNCT
cana-2869	5	16	enhance	enhance	VERB
cana-2869	5	17	energy	energy	NOUN
cana-2869	5	18	efficiency	efficiency	NOUN
cana-2869	5	19	,	,	PUNCT
cana-2869	5	20	and	and	CCONJ
cana-2869	5	21	provide	provide	VERB
cana-2869	5	22	real	real	ADJ
cana-2869	5	23	-	-	PUNCT
cana-2869	5	24	time	time	NOUN
cana-2869	5	25	data	datum	NOUN
cana-2869	5	26	insights	insight	NOUN
cana-2869	5	27	.	.	PUNCT
cana-2869	6	1	by	by	ADP
cana-2869	6	2	leveraging	leverage	VERB
cana-2869	6	3	this	this	DET
cana-2869	6	4	technology	technology	NOUN
cana-2869	6	5	,	,	PUNCT
cana-2869	6	6	the	the	DET
cana-2869	6	7	primary	primary	ADJ
cana-2869	6	8	objective	objective	NOUN
cana-2869	6	9	is	be	AUX
cana-2869	6	10	to	to	PART
cana-2869	6	11	drive	drive	VERB
cana-2869	6	12	a	a	DET
cana-2869	6	13	transformative	transformative	ADJ
cana-2869	6	14	shift	shift	NOUN
cana-2869	6	15	in	in	ADP
cana-2869	6	16	manufacturing	manufacturing	NOUN
cana-2869	6	17	processes	process	NOUN
cana-2869	6	18	,	,	PUNCT
cana-2869	6	19	fostering	foster	VERB
cana-2869	6	20	greater	great	ADJ
cana-2869	6	21	efficiency	efficiency	NOUN
cana-2869	6	22	,	,	PUNCT
cana-2869	6	23	sustainability	sustainability	NOUN
cana-2869	6	24	,	,	PUNCT
cana-2869	6	25	and	and	CCONJ
cana-2869	6	26	costeffectiveness	costeffectiveness	NOUN
cana-2869	6	27	.	.	PUNCT
cana-2869	7	1	the	the	DET
cana-2869	7	2	research	research	NOUN
cana-2869	7	3	underscores	underscore	VERB
cana-2869	7	4	the	the	DET
cana-2869	7	5	transformative	transformative	ADJ
cana-2869	7	6	potential	potential	NOUN
cana-2869	7	7	of	of	ADP
cana-2869	7	8	the	the	DET
cana-2869	7	9	ai	ai	PROPN
cana-2869	7	10	chatbot	chatbot	NOUN
cana-2869	7	11	across	across	ADP
cana-2869	7	12	critical	critical	ADJ
cana-2869	7	13	domains	domain	NOUN
cana-2869	7	14	such	such	ADJ
cana-2869	7	15	as	as	ADP
cana-2869	7	16	resource	resource	NOUN
cana-2869	7	17	management	management	NOUN
cana-2869	7	18	,	,	PUNCT
cana-2869	7	19	predictive	predictive	ADJ
cana-2869	7	20	maintenance	maintenance	NOUN
cana-2869	7	21	,	,	PUNCT
cana-2869	7	22	energy	energy	NOUN
cana-2869	7	23	optimization	optimization	NOUN
cana-2869	7	24	,	,	PUNCT
cana-2869	7	25	and	and	CCONJ
cana-2869	7	26	analytics	analytic	NOUN
cana-2869	7	27	,	,	PUNCT
cana-2869	7	28	emphasizing	emphasize	VERB
cana-2869	7	29	its	its	PRON
cana-2869	7	30	impact	impact	NOUN
cana-2869	7	31	on	on	ADP
cana-2869	7	32	industrial	industrial	ADJ
cana-2869	7	33	operations	operation	NOUN
cana-2869	7	34	.	.	PUNCT
cana-2869	8	1	by	by	ADP
cana-2869	8	2	analyzing	analyze	VERB
cana-2869	8	3	existing	exist	VERB
cana-2869	8	4	solutions	solution	NOUN
cana-2869	8	5	and	and	CCONJ
cana-2869	8	6	rationale	rationale	NOUN
cana-2869	8	7	behind	behind	ADP
cana-2869	8	8	the	the	DET
cana-2869	8	9	chosen	choose	VERB
cana-2869	8	10	approach	approach	NOUN
cana-2869	8	11	,	,	PUNCT
cana-2869	8	12	the	the	DET
cana-2869	8	13	study	study	NOUN
cana-2869	8	14	elucidates	elucidate	VERB
cana-2869	8	15	how	how	SCONJ
cana-2869	8	16	our	our	PRON
cana-2869	8	17	proposed	propose	VERB
cana-2869	8	18	chatbot	chatbot	NOUN
cana-2869	8	19	solution	solution	NOUN
cana-2869	8	20	enhances	enhance	VERB
cana-2869	8	21	performance	performance	NOUN
cana-2869	8	22	and	and	CCONJ
cana-2869	8	23	addresses	address	NOUN
cana-2869	8	24	key	key	ADJ
cana-2869	8	25	imperatives	imperative	NOUN
cana-2869	8	26	for	for	ADP
cana-2869	8	27	success	success	NOUN
cana-2869	8	28	.	.	PUNCT
cana-2869	9	1	through	through	ADP
cana-2869	9	2	effective	effective	ADJ
cana-2869	9	3	implementation	implementation	NOUN
cana-2869	9	4	this	this	DET
cana-2869	9	5	solution	solution	NOUN
cana-2869	9	6	not	not	PART
cana-2869	9	7	only	only	ADV
cana-2869	9	8	yields	yield	VERB
cana-2869	9	9	immediate	immediate	ADJ
cana-2869	9	10	benefits	benefit	NOUN
cana-2869	9	11	but	but	CCONJ
cana-2869	9	12	also	also	ADV
cana-2869	9	13	lays	lay	VERB
cana-2869	9	14	the	the	DET
cana-2869	9	15	groundwork	groundwork	NOUN
cana-2869	9	16	for	for	ADP
cana-2869	9	17	future	future	ADJ
cana-2869	9	18	advancements	advancement	NOUN
cana-2869	9	19	in	in	ADP
cana-2869	9	20	the	the	DET
cana-2869	9	21	field	field	NOUN
cana-2869	9	22	.	.	PUNCT
cana-2869	10	1	keywords	keyword	NOUN
cana-2869	10	2	:	:	PUNCT
cana-2869	10	3	internet	internet	NOUN
cana-2869	10	4	of	of	ADP
cana-2869	10	5	things	thing	NOUN
cana-2869	10	6	(	(	PUNCT
cana-2869	10	7	iot	iot	NOUN
cana-2869	10	8	)	)	PUNCT
cana-2869	10	9	,	,	PUNCT
cana-2869	10	10	chatbot	chatbot	NOUN
cana-2869	10	11	,	,	PUNCT
cana-2869	10	12	industry	industry	NOUN
cana-2869	10	13	data	datum	NOUN
cana-2869	10	14	,	,	PUNCT
cana-2869	10	15	optimization.energy	optimization.energy	NUM
cana-2869	10	16	,	,	PUNCT
cana-2869	10	17	prediction	prediction	NOUN
cana-2869	10	18	,	,	PUNCT
cana-2869	10	19	analysis	analysis	NOUN
cana-2869	10	20	1	1	NUM
cana-2869	10	21	.	.	PUNCT
cana-2869	10	22	introduction	introduction	NOUN
cana-2869	10	23	the	the	DET
cana-2869	10	24	manufacturing	manufacturing	NOUN
cana-2869	10	25	sector	sector	NOUN
cana-2869	10	26	has	have	AUX
cana-2869	10	27	always	always	ADV
cana-2869	10	28	been	be	AUX
cana-2869	10	29	a	a	DET
cana-2869	10	30	bulwark	bulwark	NOUN
cana-2869	10	31	of	of	ADP
cana-2869	10	32	advancement	advancement	NOUN
cana-2869	10	33	and	and	CCONJ
cana-2869	10	34	innovation	innovation	NOUN
cana-2869	10	35	,	,	PUNCT
cana-2869	10	36	always	always	ADV
cana-2869	10	37	modifying	modify	VERB
cana-2869	10	38	to	to	PART
cana-2869	10	39	satisfy	satisfy	VERB
cana-2869	10	40	the	the	DET
cana-2869	10	41	demands	demand	NOUN
cana-2869	10	42	of	of	ADP
cana-2869	10	43	a	a	DET
cana-2869	10	44	constantly	constantly	ADV
cana-2869	10	45	shifting	shift	VERB
cana-2869	10	46	global	global	ADJ
cana-2869	10	47	environment	environment	NOUN
cana-2869	10	48	.	.	PUNCT
cana-2869	11	1	the	the	DET
cana-2869	11	2	industry	industry	NOUN
cana-2869	11	3	has	have	AUX
cana-2869	11	4	reached	reach	VERB
cana-2869	11	5	a	a	DET
cana-2869	11	6	new	new	ADJ
cana-2869	11	7	level	level	NOUN
cana-2869	11	8	of	of	ADP
cana-2869	11	9	production	production	NOUN
cana-2869	11	10	and	and	CCONJ
cana-2869	11	11	efficiency	efficiency	NOUN
cana-2869	11	12	in	in	ADP
cana-2869	11	13	this	this	DET
cana-2869	11	14	era	era	NOUN
cana-2869	11	15	of	of	ADP
cana-2869	11	16	industry	industry	NOUN
cana-2869	11	17	4.0	4.0	NUM
cana-2869	11	18	because	because	SCONJ
cana-2869	11	19	of	of	ADP
cana-2869	11	20	the	the	DET
cana-2869	11	21	convergence	convergence	NOUN
cana-2869	11	22	of	of	ADP
cana-2869	11	23	technology	technology	NOUN
cana-2869	11	24	,	,	PUNCT
cana-2869	11	25	data	datum	NOUN
cana-2869	11	26	,	,	PUNCT
cana-2869	11	27	and	and	CCONJ
cana-2869	11	28	automation	automation	NOUN
cana-2869	11	29	.	.	PUNCT
cana-2869	12	1	the	the	DET
cana-2869	12	2	industrial	industrial	ADJ
cana-2869	12	3	internet	internet	NOUN
cana-2869	12	4	of	of	ADP
cana-2869	12	5	things	thing	NOUN
cana-2869	12	6	(	(	PUNCT
cana-2869	12	7	iiot	iiot	NOUN
cana-2869	12	8	)	)	PUNCT
cana-2869	12	9	and	and	CCONJ
cana-2869	12	10	artificial	artificial	ADJ
cana-2869	12	11	intelligence	intelligence	NOUN
cana-2869	12	12	(	(	PUNCT
cana-2869	12	13	ai	ai	AUX
cana-2869	12	14	)	)	PUNCT
cana-2869	12	15	are	be	AUX
cana-2869	12	16	leading	lead	VERB
cana-2869	12	17	this	this	DET
cana-2869	12	18	revolution	revolution	NOUN
cana-2869	12	19	together	together	ADV
cana-2869	12	20	.	.	PUNCT
cana-2869	13	1	our	our	PRON
cana-2869	13	2	study	study	NOUN
cana-2869	13	3	examines	examine	VERB
cana-2869	13	4	a	a	DET
cana-2869	13	5	novel	novel	ADJ
cana-2869	13	6	advancement	advancement	NOUN
cana-2869	13	7	in	in	ADP
cana-2869	13	8	this	this	DET
cana-2869	13	9	field	field	NOUN
cana-2869	13	10	—	—	PUNCT
cana-2869	13	11	an	an	DET
cana-2869	13	12	ai	ai	NOUN
cana-2869	13	13	chatbot	chatbot	NOUN
cana-2869	13	14	created	create	VERB
cana-2869	13	15	especially	especially	ADV
cana-2869	13	16	for	for	ADP
cana-2869	13	17	the	the	DET
cana-2869	13	18	manufacturing	manufacturing	NOUN
cana-2869	13	19	sector	sector	NOUN
cana-2869	13	20	and	and	CCONJ
cana-2869	13	21	built	build	VERB
cana-2869	13	22	to	to	PART
cana-2869	13	23	maximise	maximise	VERB
cana-2869	13	24	the	the	DET
cana-2869	13	25	potential	potential	NOUN
cana-2869	13	26	of	of	ADP
cana-2869	13	27	iot	iot	PROPN
cana-2869	13	28	data	datum	NOUN
cana-2869	13	29	.	.	PUNCT
cana-2869	14	1	the	the	DET
cana-2869	14	2	manufacturing	manufacturing	NOUN
cana-2869	14	3	industry	industry	NOUN
cana-2869	14	4	is	be	AUX
cana-2869	14	5	about	about	ADJ
cana-2869	14	6	to	to	PART
cana-2869	14	7	undergo	undergo	VERB
cana-2869	14	8	a	a	DET
cana-2869	14	9	significant	significant	ADJ
cana-2869	14	10	transformation	transformation	NOUN
cana-2869	14	11	,	,	PUNCT
cana-2869	14	12	making	make	VERB
cana-2869	14	13	real	real	ADJ
cana-2869	14	14	-	-	PUNCT
cana-2869	14	15	time	time	NOUN
cana-2869	14	16	insights	insight	NOUN
cana-2869	14	17	and	and	CCONJ
cana-2869	14	18	data	datum	NOUN
cana-2869	14	19	-	-	PUNCT
cana-2869	14	20	driven	drive	VERB
cana-2869	14	21	analysis	analysis	NOUN
cana-2869	14	22	more	more	ADV
cana-2869	14	23	important	important	ADJ
cana-2869	14	24	than	than	ADP
cana-2869	14	25	ever.this	ever.this	NUM
cana-2869	14	26	ai	ai	NOUN
cana-2869	14	27	chat	chat	NOUN
cana-2869	14	28	bot	bot	NOUN
cana-2869	14	29	is	be	AUX
cana-2869	14	30	a	a	DET
cana-2869	14	31	game	game	NOUN
cana-2869	14	32	-	-	PUNCT
cana-2869	14	33	changer	changer	NOUN
cana-2869	14	34	for	for	ADP
cana-2869	14	35	the	the	DET
cana-2869	14	36	factory	factory	NOUN
cana-2869	14	37	environment	environment	NOUN
cana-2869	14	38	,	,	PUNCT
cana-2869	14	39	with	with	ADP
cana-2869	14	40	a	a	DET
cana-2869	14	41	host	host	NOUN
cana-2869	14	42	of	of	ADP
cana-2869	14	43	features	feature	NOUN
cana-2869	14	44	including	include	VERB
cana-2869	14	45	real	real	ADJ
cana-2869	14	46	-	-	PUNCT
cana-2869	14	47	time	time	NOUN
cana-2869	14	48	monitoring	monitoring	NOUN
cana-2869	14	49	,	,	PUNCT
cana-2869	14	50	predictive	predictive	ADJ
cana-2869	14	51	maintenance	maintenance	NOUN
cana-2869	14	52	,	,	PUNCT
cana-2869	14	53	energy	energy	NOUN
cana-2869	14	54	-	-	PUNCT
cana-2869	14	55	saving	save	VERB
cana-2869	14	56	suggestions	suggestion	NOUN
cana-2869	14	57	,	,	PUNCT
cana-2869	14	58	and	and	CCONJ
cana-2869	14	59	insightful	insightful	ADJ
cana-2869	14	60	analysis	analysis	NOUN
cana-2869	14	61	.	.	PUNCT
cana-2869	15	1	these	these	DET
cana-2869	15	2	insights	insight	NOUN
cana-2869	15	3	enable	enable	VERB
cana-2869	15	4	manufacturing	manufacture	VERB
cana-2869	15	5	companies	company	NOUN
cana-2869	15	6	to	to	PART
cana-2869	15	7	optimise	optimise	VERB
cana-2869	15	8	their	their	PRON
cana-2869	15	9	processes	process	NOUN
cana-2869	15	10	,	,	PUNCT
cana-2869	15	11	save	save	VERB
cana-2869	15	12	operating	operating	NOUN
cana-2869	15	13	costs	cost	NOUN
cana-2869	15	14	,	,	PUNCT
cana-2869	15	15	and	and	CCONJ
cana-2869	15	16	preserve	preserve	VERB
cana-2869	15	17	their	their	PRON
cana-2869	15	18	competitive	competitive	ADJ
cana-2869	15	19	advantage	advantage	NOUN
cana-2869	15	20	in	in	ADP
cana-2869	15	21	a	a	DET
cana-2869	15	22	constantly	constantly	ADV
cana-2869	15	23	changing	change	VERB
cana-2869	15	24	sector	sector	NOUN
cana-2869	15	25	.	.	PUNCT
cana-2869	16	1	the	the	DET
cana-2869	16	2	potential	potential	ADJ
cana-2869	16	3	impact	impact	NOUN
cana-2869	16	4	is	be	AUX
cana-2869	16	5	nothing	nothing	PRON
cana-2869	16	6	short	short	ADJ
cana-2869	16	7	of	of	ADP
cana-2869	16	8	reinventing	reinvent	VERB
cana-2869	16	9	factory	factory	NOUN
cana-2869	16	10	operations	operation	NOUN
cana-2869	16	11	.	.	PUNCT
cana-2869	17	1	communications	communication	NOUN
cana-2869	17	2	on	on	ADP
cana-2869	17	3	applied	apply	VERB
cana-2869	17	4	nonlinear	nonlinear	ADJ
cana-2869	17	5	analysis	analysis	NOUN
cana-2869	17	6	issn	issn	NOUN
cana-2869	17	7	:	:	PUNCT
cana-2869	17	8	1074	1074	NUM
cana-2869	17	9	-	-	PUNCT
cana-2869	17	10	133x	133x	NUM
cana-2869	17	11	vol	vol	NOUN
cana-2869	17	12	32	32	NUM
cana-2869	17	13	no	no	NOUN
cana-2869	17	14	.	.	PUNCT
cana-2869	18	1	4s	4s	NUM
cana-2869	18	2	(	(	PUNCT
cana-2869	18	3	2025	2025	NUM
cana-2869	18	4	)	)	PUNCT
cana-2869	18	5	525	525	NUM
cana-2869	18	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	18	7	the	the	DET
cana-2869	18	8	main	main	ADJ
cana-2869	18	9	goal	goal	NOUN
cana-2869	18	10	and	and	CCONJ
cana-2869	18	11	aims	aim	NOUN
cana-2869	18	12	of	of	ADP
cana-2869	18	13	our	our	PRON
cana-2869	18	14	ai	ai	ADJ
cana-2869	18	15	chatbot	chatbot	NOUN
cana-2869	18	16	for	for	ADP
cana-2869	18	17	the	the	DET
cana-2869	18	18	manufacturing	manufacturing	NOUN
cana-2869	18	19	sector	sector	NOUN
cana-2869	18	20	are	be	AUX
cana-2869	18	21	described	describe	VERB
cana-2869	18	22	in	in	ADP
cana-2869	18	23	this	this	DET
cana-2869	18	24	paper	paper	NOUN
cana-2869	18	25	.	.	PUNCT
cana-2869	19	1	the	the	DET
cana-2869	19	2	principal	principal	ADJ
cana-2869	19	3	objective	objective	NOUN
cana-2869	19	4	is	be	AUX
cana-2869	19	5	to	to	PART
cana-2869	19	6	transform	transform	VERB
cana-2869	19	7	the	the	DET
cana-2869	19	8	manufacturing	manufacturing	NOUN
cana-2869	19	9	sector	sector	NOUN
cana-2869	19	10	through	through	ADP
cana-2869	19	11	the	the	DET
cana-2869	19	12	optimization	optimization	NOUN
cana-2869	19	13	of	of	ADP
cana-2869	19	14	productivity	productivity	NOUN
cana-2869	19	15	,	,	PUNCT
cana-2869	19	16	durability	durability	NOUN
cana-2869	19	17	,	,	PUNCT
cana-2869	19	18	and	and	CCONJ
cana-2869	19	19	affordability	affordability	NOUN
cana-2869	19	20	.	.	PUNCT
cana-2869	20	1	chatbots	chatbot	NOUN
cana-2869	20	2	are	be	AUX
cana-2869	20	3	ai	ai	ADJ
cana-2869	20	4	-	-	PUNCT
cana-2869	20	5	powered	power	VERB
cana-2869	20	6	systems	system	NOUN
cana-2869	20	7	designed	design	VERB
cana-2869	20	8	to	to	PART
cana-2869	20	9	simulate	simulate	VERB
cana-2869	20	10	human	human	ADJ
cana-2869	20	11	conversation	conversation	NOUN
cana-2869	20	12	.	.	PUNCT
cana-2869	21	1	early	early	ADJ
cana-2869	21	2	research	research	NOUN
cana-2869	21	3	by	by	ADP
cana-2869	21	4	weizenbaum	weizenbaum	NOUN
cana-2869	21	5	(	(	PUNCT
cana-2869	21	6	1966	1966	NUM
cana-2869	21	7	)	)	PUNCT
cana-2869	21	8	with	with	ADP
cana-2869	21	9	eliza	eliza	PROPN
cana-2869	21	10	highlighted	highlight	VERB
cana-2869	21	11	the	the	DET
cana-2869	21	12	potential	potential	NOUN
cana-2869	21	13	for	for	ADP
cana-2869	21	14	conversational	conversational	ADJ
cana-2869	21	15	agents	agent	NOUN
cana-2869	21	16	,	,	PUNCT
cana-2869	21	17	while	while	SCONJ
cana-2869	21	18	more	more	ADJ
cana-2869	21	19	recent	recent	ADJ
cana-2869	21	20	advancements	advancement	NOUN
cana-2869	21	21	in	in	ADP
cana-2869	21	22	machine	machine	NOUN
cana-2869	21	23	learning	learning	NOUN
cana-2869	21	24	(	(	PUNCT
cana-2869	21	25	ml	ml	NOUN
cana-2869	21	26	)	)	PUNCT
cana-2869	21	27	and	and	CCONJ
cana-2869	21	28	nlp	nlp	NOUN
cana-2869	21	29	have	have	AUX
cana-2869	21	30	enabled	enable	VERB
cana-2869	21	31	the	the	DET
cana-2869	21	32	development	development	NOUN
cana-2869	21	33	of	of	ADP
cana-2869	21	34	highly	highly	ADV
cana-2869	21	35	interactive	interactive	ADJ
cana-2869	21	36	and	and	CCONJ
cana-2869	21	37	domain	domain	NOUN
cana-2869	21	38	-	-	PUNCT
cana-2869	21	39	specific	specific	ADJ
cana-2869	21	40	bots	bot	NOUN
cana-2869	21	41	.	.	PUNCT
cana-2869	22	1	chatbots	chatbot	NOUN
cana-2869	22	2	are	be	AUX
cana-2869	22	3	increasingly	increasingly	ADV
cana-2869	22	4	being	be	AUX
cana-2869	22	5	adopted	adopt	VERB
cana-2869	22	6	across	across	ADP
cana-2869	22	7	industries	industry	NOUN
cana-2869	22	8	for	for	ADP
cana-2869	22	9	customer	customer	NOUN
cana-2869	22	10	service	service	NOUN
cana-2869	22	11	,	,	PUNCT
cana-2869	22	12	sales	sale	NOUN
cana-2869	22	13	,	,	PUNCT
cana-2869	22	14	and	and	CCONJ
cana-2869	22	15	internal	internal	ADJ
cana-2869	22	16	operations	operation	NOUN
cana-2869	22	17	.	.	PUNCT
cana-2869	23	1	manly	manly	ADJ
cana-2869	23	2	chatbots	chatbot	NOUN
cana-2869	23	3	are	be	AUX
cana-2869	23	4	categorized	categorize	VERB
cana-2869	23	5	into	into	ADP
cana-2869	23	6	following	follow	VERB
cana-2869	23	7	two	two	NUM
cana-2869	23	8	categories	category	NOUN
cana-2869	23	9	:	:	PUNCT
cana-2869	23	10	rule	rule	NOUN
cana-2869	23	11	-	-	PUNCT
cana-2869	23	12	based	base	VERB
cana-2869	23	13	chatbots	chatbot	NOUN
cana-2869	23	14	:	:	PUNCT
cana-2869	23	15	operate	operate	VERB
cana-2869	23	16	on	on	ADP
cana-2869	23	17	predefined	predefine	VERB
cana-2869	23	18	scripts	script	NOUN
cana-2869	23	19	and	and	CCONJ
cana-2869	23	20	decision	decision	NOUN
cana-2869	23	21	trees	tree	NOUN
cana-2869	23	22	(	(	PUNCT
cana-2869	23	23	abdul	abdul	PROPN
cana-2869	23	24	-	-	PUNCT
cana-2869	23	25	kader	kader	PROPN
cana-2869	23	26	&	&	CCONJ
cana-2869	23	27	woods	wood	NOUN
cana-2869	23	28	,	,	PUNCT
cana-2869	23	29	2015	2015	NUM
cana-2869	23	30	)	)	PUNCT
cana-2869	23	31	.	.	PUNCT
cana-2869	24	1	ai	ai	VERB
cana-2869	24	2	-	-	PUNCT
cana-2869	24	3	driven	drive	VERB
cana-2869	24	4	chatbots	chatbot	NOUN
cana-2869	24	5	:	:	PUNCT
cana-2869	24	6	leverage	leverage	NOUN
cana-2869	24	7	nlp	nlp	NOUN
cana-2869	24	8	and	and	CCONJ
cana-2869	24	9	ml	ml	AUX
cana-2869	24	10	to	to	PART
cana-2869	24	11	understand	understand	VERB
cana-2869	24	12	context	context	NOUN
cana-2869	24	13	and	and	CCONJ
cana-2869	24	14	generate	generate	VERB
cana-2869	24	15	dynamic	dynamic	ADJ
cana-2869	24	16	responses	response	NOUN
cana-2869	24	17	(	(	PUNCT
cana-2869	24	18	luo	luo	PROPN
cana-2869	24	19	et	et	PROPN
cana-2869	24	20	al	al	PROPN
cana-2869	24	21	.	.	PROPN
cana-2869	24	22	,	,	PUNCT
cana-2869	24	23	2019	2019	NUM
cana-2869	24	24	)	)	PUNCT
cana-2869	24	25	apart	apart	ADV
cana-2869	24	26	from	from	ADP
cana-2869	24	27	this	this	DET
cana-2869	24	28	modern	modern	ADJ
cana-2869	24	29	chatbots	chatbot	NOUN
cana-2869	24	30	rely	rely	VERB
cana-2869	24	31	heavily	heavily	ADV
cana-2869	24	32	on	on	ADP
cana-2869	24	33	nlp	nlp	NOUN
cana-2869	24	34	for	for	ADP
cana-2869	24	35	understanding	understand	VERB
cana-2869	24	36	user	user	NOUN
cana-2869	24	37	queries	query	NOUN
cana-2869	24	38	and	and	CCONJ
cana-2869	24	39	ml	ml	X
cana-2869	24	40	for	for	ADP
cana-2869	24	41	predictive	predictive	ADJ
cana-2869	24	42	responses	response	NOUN
cana-2869	24	43	.	.	PUNCT
cana-2869	25	1	techniques	technique	NOUN
cana-2869	25	2	commonly	commonly	ADV
cana-2869	25	3	discussed	discuss	VERB
cana-2869	25	4	in	in	ADP
cana-2869	25	5	the	the	DET
cana-2869	25	6	literature	literature	NOUN
cana-2869	25	7	include	include	VERB
cana-2869	25	8	:	:	PUNCT
cana-2869	25	9	tokenization	tokenization	NOUN
cana-2869	25	10	and	and	CCONJ
cana-2869	25	11	parsing	parsing	NOUN
cana-2869	25	12	:	:	PUNCT
cana-2869	25	13	breaking	break	VERB
cana-2869	25	14	down	down	ADP
cana-2869	25	15	text	text	NOUN
cana-2869	25	16	into	into	ADP
cana-2869	25	17	smaller	small	ADJ
cana-2869	25	18	components	component	NOUN
cana-2869	25	19	for	for	ADP
cana-2869	25	20	easier	easy	ADJ
cana-2869	25	21	processing	processing	NOUN
cana-2869	25	22	(	(	PUNCT
cana-2869	25	23	manning	man	VERB
cana-2869	25	24	et	et	PROPN
cana-2869	25	25	al	al	PROPN
cana-2869	25	26	.	.	PROPN
cana-2869	25	27	,	,	PUNCT
cana-2869	25	28	2008	2008	NUM
cana-2869	25	29	)	)	PUNCT
cana-2869	25	30	.	.	PUNCT
cana-2869	26	1	embeddings	embedding	NOUN
cana-2869	26	2	:	:	PUNCT
cana-2869	26	3	representing	represent	VERB
cana-2869	26	4	words	word	NOUN
cana-2869	26	5	in	in	ADP
cana-2869	26	6	vector	vector	NOUN
cana-2869	26	7	space	space	NOUN
cana-2869	26	8	to	to	PART
cana-2869	26	9	capture	capture	VERB
cana-2869	26	10	semantic	semantic	ADJ
cana-2869	26	11	meaning	meaning	NOUN
cana-2869	26	12	(	(	PUNCT
cana-2869	26	13	mikolov	mikolov	X
cana-2869	26	14	et	et	PROPN
cana-2869	26	15	al	al	PROPN
cana-2869	26	16	.	.	PROPN
cana-2869	26	17	,	,	PUNCT
cana-2869	26	18	2013	2013	NUM
cana-2869	26	19	;	;	PUNCT
cana-2869	26	20	devlin	devlin	PROPN
cana-2869	26	21	et	et	PROPN
cana-2869	26	22	al	al	PROPN
cana-2869	26	23	.	.	PROPN
cana-2869	26	24	,	,	PUNCT
cana-2869	26	25	2019	2019	NUM
cana-2869	26	26	with	with	ADP
cana-2869	26	27	bert	bert	PROPN
cana-2869	26	28	)	)	PUNCT
cana-2869	26	29	.	.	PUNCT
cana-2869	27	1	transformer	transformer	NOUN
cana-2869	27	2	models	model	NOUN
cana-2869	27	3	:	:	PUNCT
cana-2869	27	4	models	model	NOUN
cana-2869	27	5	like	like	ADP
cana-2869	27	6	gpt	gpt	NOUN
cana-2869	27	7	and	and	CCONJ
cana-2869	27	8	t5	t5	PROPN
cana-2869	27	9	demonstrate	demonstrate	VERB
cana-2869	27	10	state	state	NOUN
cana-2869	27	11	-	-	PUNCT
cana-2869	27	12	of	of	ADP
cana-2869	27	13	-	-	PUNCT
cana-2869	27	14	the	the	DET
cana-2869	27	15	-	-	PUNCT
cana-2869	27	16	art	art	NOUN
cana-2869	27	17	performance	performance	NOUN
cana-2869	27	18	in	in	ADP
cana-2869	27	19	generating	generate	VERB
cana-2869	27	20	coherent	coherent	ADJ
cana-2869	27	21	and	and	CCONJ
cana-2869	27	22	context	context	NOUN
cana-2869	27	23	-	-	PUNCT
cana-2869	27	24	aware	aware	ADJ
cana-2869	27	25	responses	response	NOUN
cana-2869	27	26	(	(	PUNCT
cana-2869	27	27	vaswani	vaswani	X
cana-2869	27	28	et	et	PROPN
cana-2869	27	29	al	al	PROPN
cana-2869	27	30	.	.	PROPN
cana-2869	27	31	,	,	PUNCT
cana-2869	27	32	2017	2017	NUM
cana-2869	27	33	)	)	PUNCT
cana-2869	27	34	.	.	PUNCT
cana-2869	28	1	industry	industry	NOUN
cana-2869	28	2	-	-	PUNCT
cana-2869	28	3	specific	specific	ADJ
cana-2869	28	4	chatbots	chatbot	NOUN
cana-2869	28	5	leverage	leverage	NOUN
cana-2869	28	6	proprietary	proprietary	ADJ
cana-2869	28	7	datasets	dataset	NOUN
cana-2869	28	8	to	to	ADP
cana-2869	28	9	fine	fine	ADJ
cana-2869	28	10	-	-	PUNCT
cana-2869	28	11	tune	tune	NOUN
cana-2869	28	12	models	model	NOUN
cana-2869	28	13	.	.	PUNCT
cana-2869	29	1	for	for	ADP
cana-2869	29	2	instance	instance	NOUN
cana-2869	29	3	,	,	PUNCT
cana-2869	29	4	healthcare	healthcare	PROPN
cana-2869	29	5	bots	bot	NOUN
cana-2869	29	6	require	require	VERB
cana-2869	29	7	domain	domain	NOUN
cana-2869	29	8	-	-	PUNCT
cana-2869	29	9	specific	specific	ADJ
cana-2869	29	10	embeddings	embedding	NOUN
cana-2869	29	11	(	(	PUNCT
cana-2869	29	12	zhang	zhang	X
cana-2869	29	13	et	et	PROPN
cana-2869	29	14	al	al	PROPN
cana-2869	29	15	.	.	PROPN
cana-2869	29	16	,	,	PUNCT
cana-2869	29	17	2020	2020	NUM
cana-2869	29	18	)	)	PUNCT
cana-2869	29	19	,	,	PUNCT
cana-2869	29	20	while	while	SCONJ
cana-2869	29	21	financial	financial	ADJ
cana-2869	29	22	chatbots	chatbot	NOUN
cana-2869	29	23	integrate	integrate	VERB
cana-2869	29	24	sentiment	sentiment	NOUN
cana-2869	29	25	analysis	analysis	NOUN
cana-2869	29	26	to	to	PART
cana-2869	29	27	interpret	interpret	VERB
cana-2869	29	28	market	market	NOUN
cana-2869	29	29	trends	trend	NOUN
cana-2869	29	30	(	(	PUNCT
cana-2869	29	31	nassirtoussi	nassirtoussi	PROPN
cana-2869	29	32	et	et	PROPN
cana-2869	29	33	al	al	PROPN
cana-2869	29	34	.	.	PROPN
cana-2869	29	35	,	,	PUNCT
cana-2869	29	36	2014	2014	NUM
cana-2869	29	37	)	)	PUNCT
cana-2869	29	38	.	.	PUNCT
cana-2869	30	1	1.1	1.1	NUM
cana-2869	30	2	problem	problem	NOUN
cana-2869	30	3	description	description	NOUN
cana-2869	30	4	senselive	senselive	NOUN
cana-2869	30	5	,	,	PUNCT
cana-2869	30	6	a	a	DET
cana-2869	30	7	fast	fast	ADV
cana-2869	30	8	-	-	PUNCT
cana-2869	30	9	paced	pace	VERB
cana-2869	30	10	manufacturing	manufacturing	NOUN
cana-2869	30	11	business	business	NOUN
cana-2869	30	12	,	,	PUNCT
cana-2869	30	13	has	have	VERB
cana-2869	30	14	a	a	DET
cana-2869	30	15	lot	lot	NOUN
cana-2869	30	16	of	of	ADP
cana-2869	30	17	challenges	challenge	NOUN
cana-2869	30	18	when	when	SCONJ
cana-2869	30	19	it	it	PRON
cana-2869	30	20	comes	come	VERB
cana-2869	30	21	to	to	ADP
cana-2869	30	22	efficiently	efficiently	ADV
cana-2869	30	23	using	use	VERB
cana-2869	30	24	the	the	DET
cana-2869	30	25	enormous	enormous	ADJ
cana-2869	30	26	volume	volume	NOUN
cana-2869	30	27	of	of	ADP
cana-2869	30	28	data	datum	NOUN
cana-2869	30	29	produced	produce	VERB
cana-2869	30	30	throughout	throughout	ADP
cana-2869	30	31	its	its	PRON
cana-2869	30	32	operations	operation	NOUN
cana-2869	30	33	to	to	PART
cana-2869	30	34	make	make	VERB
cana-2869	30	35	well	well	ADV
cana-2869	30	36	-	-	PUNCT
cana-2869	30	37	informed	inform	VERB
cana-2869	30	38	decisions	decision	NOUN
cana-2869	30	39	.	.	PUNCT
cana-2869	31	1	real	real	ADJ
cana-2869	31	2	-	-	PUNCT
cana-2869	31	3	time	time	NOUN
cana-2869	31	4	information	information	NOUN
cana-2869	31	5	gaps	gap	NOUN
cana-2869	31	6	impede	impede	VERB
cana-2869	31	7	timely	timely	ADJ
cana-2869	31	8	decision	decision	NOUN
cana-2869	31	9	-	-	PUNCT
cana-2869	31	10	making	making	NOUN
cana-2869	31	11	and	and	CCONJ
cana-2869	31	12	process	process	VERB
cana-2869	31	13	optimization	optimization	NOUN
cana-2869	31	14	attempts	attempt	NOUN
cana-2869	31	15	when	when	SCONJ
cana-2869	31	16	dealing	deal	VERB
cana-2869	31	17	with	with	ADP
cana-2869	31	18	data	datum	NOUN
cana-2869	31	19	from	from	ADP
cana-2869	31	20	several	several	ADJ
cana-2869	31	21	sources	source	NOUN
cana-2869	31	22	,	,	PUNCT
cana-2869	31	23	such	such	ADJ
cana-2869	31	24	as	as	ADP
cana-2869	31	25	production	production	NOUN
cana-2869	31	26	measurements	measurement	NOUN
cana-2869	31	27	and	and	CCONJ
cana-2869	31	28	machinery	machinery	NOUN
cana-2869	31	29	sensors	sensor	NOUN
cana-2869	31	30	.	.	PUNCT
cana-2869	32	1	an	an	DET
cana-2869	32	2	inventive	inventive	ADJ
cana-2869	32	3	solution	solution	NOUN
cana-2869	32	4	that	that	PRON
cana-2869	32	5	can	can	AUX
cana-2869	32	6	gather	gather	VERB
cana-2869	32	7	,	,	PUNCT
cana-2869	32	8	analyze	analyze	VERB
cana-2869	32	9	,	,	PUNCT
cana-2869	32	10	and	and	CCONJ
cana-2869	32	11	show	show	VERB
cana-2869	32	12	iot	iot	VERB
cana-2869	32	13	-	-	PUNCT
cana-2869	32	14	generated	generate	VERB
cana-2869	32	15	data	datum	NOUN
cana-2869	32	16	in	in	ADP
cana-2869	32	17	a	a	DET
cana-2869	32	18	comprehensive	comprehensive	ADJ
cana-2869	32	19	manner	manner	NOUN
cana-2869	32	20	is	be	AUX
cana-2869	32	21	essential	essential	ADJ
cana-2869	32	22	to	to	ADP
cana-2869	32	23	overcoming	overcome	VERB
cana-2869	32	24	hese	hese	ADJ
cana-2869	32	25	obstacles	obstacle	NOUN
cana-2869	32	26	.	.	PUNCT
cana-2869	33	1	as	as	ADP
cana-2869	33	2	a	a	DET
cana-2869	33	3	result	result	NOUN
cana-2869	33	4	,	,	PUNCT
cana-2869	33	5	creation	creation	NOUN
cana-2869	33	6	of	of	ADP
cana-2869	33	7	a	a	DET
cana-2869	33	8	chatbot	chatbot	NOUN
cana-2869	33	9	using	use	VERB
cana-2869	33	10	their	their	PRON
cana-2869	33	11	industrial	industrial	ADJ
cana-2869	33	12	iot	iot	NOUN
cana-2869	33	13	data	datum	NOUN
cana-2869	33	14	appears	appear	VERB
cana-2869	33	15	to	to	PART
cana-2869	33	16	be	be	AUX
cana-2869	33	17	a	a	DET
cana-2869	33	18	viable	viable	ADJ
cana-2869	33	19	path	path	NOUN
cana-2869	33	20	to	to	PART
cana-2869	33	21	achieve	achieve	VERB
cana-2869	33	22	operational	operational	ADJ
cana-2869	33	23	excellence	excellence	NOUN
cana-2869	33	24	and	and	CCONJ
cana-2869	33	25	maintain	maintain	VERB
cana-2869	33	26	its	its	PRON
cana-2869	33	27	leadership	leadership	NOUN
cana-2869	33	28	position	position	NOUN
cana-2869	33	29	in	in	ADP
cana-2869	33	30	its	its	PRON
cana-2869	33	31	sector	sector	NOUN
cana-2869	33	32	.	.	PUNCT
cana-2869	34	1	2	2	X
cana-2869	34	2	.	.	X
cana-2869	34	3	literature	literature	NOUN
cana-2869	34	4	review	review	NOUN
cana-2869	34	5	language	language	NOUN
cana-2869	34	6	processing	processing	NOUN
cana-2869	34	7	(	(	PUNCT
cana-2869	34	8	nlp	nlp	NOUN
cana-2869	34	9	)	)	PUNCT
cana-2869	34	10	and	and	CCONJ
cana-2869	34	11	deep	deep	ADJ
cana-2869	34	12	learning	learning	NOUN
cana-2869	34	13	,	,	PUNCT
cana-2869	34	14	does	do	AUX
cana-2869	34	15	reshaping	reshape	VERB
cana-2869	34	16	user	user	NOUN
cana-2869	34	17	interactions	interaction	NOUN
cana-2869	34	18	and	and	CCONJ
cana-2869	34	19	technology	technology	NOUN
cana-2869	34	20	contextual	contextual	ADJ
cana-2869	34	21	understand	understand	NOUN
cana-2869	34	22	,	,	PUNCT
cana-2869	34	23	product	product	NOUN
cana-2869	34	24	in	in	ADP
cana-2869	34	25	particular	particular	ADJ
cana-2869	34	26	,	,	PUNCT
cana-2869	34	27	to	to	PART
cana-2869	34	28	identify	identify	VERB
cana-2869	34	29	human	human	ADJ
cana-2869	34	30	requests	request	NOUN
cana-2869	34	31	and	and	CCONJ
cana-2869	34	32	provide	provide	VERB
cana-2869	34	33	customized	customized	ADJ
cana-2869	34	34	responses	response	NOUN
cana-2869	34	35	,	,	PUNCT
cana-2869	34	36	especially	especially	ADV
cana-2869	34	37	when	when	SCONJ
cana-2869	34	38	dealing	deal	VERB
cana-2869	34	39	with	with	ADP
cana-2869	34	40	domain	domain	NOUN
cana-2869	34	41	-	-	PUNCT
cana-2869	34	42	specific	specific	ADJ
cana-2869	34	43	asking	asking	NOUN
cana-2869	34	44	questions	question	NOUN
cana-2869	34	45	;	;	PUNCT
cana-2869	34	46	using	use	VERB
cana-2869	34	47	rasa	rasa	PROPN
cana-2869	34	48	,	,	PUNCT
cana-2869	34	49	an	an	DET
cana-2869	34	50	open	open	ADJ
cana-2869	34	51	communications	communication	NOUN
cana-2869	34	52	on	on	ADP
cana-2869	34	53	applied	apply	VERB
cana-2869	34	54	nonlinear	nonlinear	ADJ
cana-2869	34	55	analysis	analysis	NOUN
cana-2869	34	56	issn	issn	NOUN
cana-2869	34	57	:	:	PUNCT
cana-2869	34	58	1074	1074	NUM
cana-2869	34	59	-	-	PUNCT
cana-2869	34	60	133x	133x	NUM
cana-2869	34	61	vol	vol	NOUN
cana-2869	34	62	32	32	NUM
cana-2869	34	63	no	no	NOUN
cana-2869	34	64	.	.	PUNCT
cana-2869	35	1	4s	4s	NUM
cana-2869	35	2	(	(	PUNCT
cana-2869	35	3	2025	2025	NUM
cana-2869	35	4	)	)	PUNCT
cana-2869	35	5	526	526	NUM
cana-2869	35	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	35	7	chatbots	chatbot	NOUN
cana-2869	35	8	-	-	PUNCT
cana-2869	35	9	enabled	enable	VERB
cana-2869	35	10	machine	machine	NOUN
cana-2869	35	11	learning	learning	NOUN
cana-2869	35	12	platform	platform	NOUN
cana-2869	35	13	,	,	PUNCT
cana-2869	35	14	this	this	DET
cana-2869	35	15	paper	paper	NOUN
cana-2869	35	16	investigates	investigate	VERB
cana-2869	35	17	effective	effective	ADJ
cana-2869	35	18	chatbot	chatbot	NOUN
cana-2869	35	19	design	design	NOUN
cana-2869	35	20	.	.	PUNCT
cana-2869	36	1	specifically	specifically	ADV
cana-2869	36	2	,	,	PUNCT
cana-2869	36	3	it	it	PRON
cana-2869	36	4	examines	examine	VERB
cana-2869	36	5	the	the	DET
cana-2869	36	6	impact	impact	NOUN
cana-2869	36	7	of	of	ADP
cana-2869	36	8	rasa	rasa	PROPN
cana-2869	36	9	during	during	ADP
cana-2869	36	10	an	an	DET
cana-2869	36	11	epidemic	epidemic	NOUN
cana-2869	36	12	,	,	PUNCT
cana-2869	36	13	highlights	highlight	VERB
cana-2869	36	14	its	its	PRON
cana-2869	36	15	practical	practical	ADJ
cana-2869	36	16	role	role	NOUN
cana-2869	36	17	in	in	ADP
cana-2869	36	18	providing	provide	VERB
cana-2869	36	19	personal	personal	ADJ
cana-2869	36	20	information	information	NOUN
cana-2869	36	21	to	to	ADP
cana-2869	36	22	employees	employee	NOUN
cana-2869	36	23	,	,	PUNCT
cana-2869	36	24	and	and	CCONJ
cana-2869	36	25	demonstrates	demonstrate	VERB
cana-2869	36	26	organizational	organizational	ADJ
cana-2869	36	27	value.[1	value.[1	NOUN
cana-2869	36	28	]	]	X
cana-2869	36	29	chen	chen	PROPN
cana-2869	36	30	,	,	PUNCT
cana-2869	36	31	etal	etal	VERB
cana-2869	36	32	[	[	X
cana-2869	36	33	2	2	NUM
cana-2869	36	34	]	]	PUNCT
cana-2869	36	35	presented	present	VERB
cana-2869	36	36	a	a	DET
cana-2869	36	37	paper	paper	NOUN
cana-2869	36	38	on	on	ADP
cana-2869	36	39	the	the	DET
cana-2869	36	40	project	project	NOUN
cana-2869	36	41	which	which	PRON
cana-2869	36	42	explores	explore	VERB
cana-2869	36	43	the	the	DET
cana-2869	36	44	role	role	NOUN
cana-2869	36	45	of	of	ADP
cana-2869	36	46	artificial	artificial	ADJ
cana-2869	36	47	intelligence	intelligence	NOUN
cana-2869	36	48	(	(	PUNCT
cana-2869	36	49	ai	ai	NOUN
cana-2869	36	50	)	)	PUNCT
cana-2869	36	51	in	in	ADP
cana-2869	36	52	manufacturing	manufacturing	NOUN
cana-2869	36	53	,	,	PUNCT
cana-2869	36	54	focusing	focus	VERB
cana-2869	36	55	on	on	ADP
cana-2869	36	56	a	a	DET
cana-2869	36	57	chatbot	chatbot	NOUN
cana-2869	36	58	specifically	specifically	ADV
cana-2869	36	59	designed	design	VERB
cana-2869	36	60	for	for	ADP
cana-2869	36	61	mechanoid	mechanoid	ADJ
cana-2869	36	62	robots	robot	NOUN
cana-2869	36	63	to	to	PART
cana-2869	36	64	help	help	VERB
cana-2869	36	65	users	user	NOUN
cana-2869	36	66	simulate	simulate	VERB
cana-2869	36	67	assembly	assembly	NOUN
cana-2869	36	68	tasks	task	NOUN
cana-2869	36	69	.	.	PUNCT
cana-2869	37	1	the	the	DET
cana-2869	37	2	proposed	propose	VERB
cana-2869	37	3	solution	solution	NOUN
cana-2869	37	4	uses	use	VERB
cana-2869	37	5	visual	visual	ADJ
cana-2869	37	6	information	information	NOUN
cana-2869	37	7	using	use	VERB
cana-2869	37	8	yolo	yolo	NOUN
cana-2869	37	9	-	-	PUNCT
cana-2869	37	10	based	base	VERB
cana-2869	37	11	masker	masker	NOUN
cana-2869	37	12	with	with	ADP
cana-2869	37	13	cnn	cnn	PROPN
cana-2869	37	14	(	(	PUNCT
cana-2869	37	15	ymc	ymc	NOUN
cana-2869	37	16	)	)	PUNCT
cana-2869	37	17	model	model	NOUN
cana-2869	37	18	and	and	CCONJ
cana-2869	37	19	uses	use	VERB
cana-2869	37	20	autoencoder	autoencoder	NOUN
cana-2869	37	21	for	for	ADP
cana-2869	37	22	multi	multi	ADJ
cana-2869	37	23	-	-	ADJ
cana-2869	37	24	modal	modal	ADJ
cana-2869	37	25	feature	feature	NOUN
cana-2869	37	26	encoding	encode	VERB
cana-2869	37	27	the	the	DET
cana-2869	37	28	tests	test	NOUN
cana-2869	37	29	reveal	reveal	VERB
cana-2869	37	30	a	a	DET
cana-2869	37	31	significant	significant	ADJ
cana-2869	37	32	performance	performance	NOUN
cana-2869	37	33	improvement	improvement	NOUN
cana-2869	37	34	,	,	PUNCT
cana-2869	37	35	and	and	CCONJ
cana-2869	37	36	happen	happen	VERB
cana-2869	37	37	the	the	DET
cana-2869	37	38	potential	potential	NOUN
cana-2869	37	39	of	of	ADP
cana-2869	37	40	these	these	DET
cana-2869	37	41	techniques	technique	NOUN
cana-2869	37	42	to	to	PART
cana-2869	37	43	enhance	enhance	VERB
cana-2869	37	44	aipowered	aipowere	VERB
cana-2869	37	45	chatbots	chatbot	NOUN
cana-2869	37	46	for	for	ADP
cana-2869	37	47	effective	effective	ADJ
cana-2869	37	48	assistance	assistance	NOUN
cana-2869	37	49	in	in	ADP
cana-2869	37	50	building	build	VERB
cana-2869	37	51	highlight	highlight	PROPN
cana-2869	37	52	events.[2	events.[2	NOUN
cana-2869	37	53	]	]	PUNCT
cana-2869	37	54	mukherjee	mukherjee	NOUN
cana-2869	37	55	,	,	PUNCT
cana-2869	37	56	etal	etal	VERB
cana-2869	38	1	[	[	X
cana-2869	38	2	3	3	NUM
cana-2869	38	3	]	]	PUNCT
cana-2869	38	4	presented	present	VERB
cana-2869	38	5	a	a	DET
cana-2869	38	6	study	study	NOUN
cana-2869	38	7	on	on	ADP
cana-2869	38	8	impactbot	impactbot	NOUN
cana-2869	38	9	,	,	PUNCT
cana-2869	38	10	a	a	DET
cana-2869	38	11	chatbot	chatbot	NOUN
cana-2869	38	12	developed	develop	VERB
cana-2869	38	13	to	to	PART
cana-2869	38	14	improve	improve	VERB
cana-2869	38	15	critical	critical	ADJ
cana-2869	38	16	thinking	thinking	NOUN
cana-2869	38	17	while	while	SCONJ
cana-2869	38	18	creating	create	VERB
cana-2869	38	19	impact	impact	NOUN
cana-2869	38	20	statements	statement	NOUN
cana-2869	38	21	for	for	ADP
cana-2869	38	22	research	research	NOUN
cana-2869	38	23	projects	project	NOUN
cana-2869	38	24	.	.	PUNCT
cana-2869	39	1	recognising	recognise	VERB
cana-2869	39	2	the	the	DET
cana-2869	39	3	shortcomings	shortcoming	NOUN
cana-2869	39	4	of	of	ADP
cana-2869	39	5	conventional	conventional	ADJ
cana-2869	39	6	statements	statement	NOUN
cana-2869	39	7	,	,	PUNCT
cana-2869	39	8	impactbot	impactbot	NOUN
cana-2869	39	9	employs	employ	VERB
cana-2869	39	10	two	two	NUM
cana-2869	39	11	fine	fine	ADV
cana-2869	39	12	-	-	PUNCT
cana-2869	39	13	tuned	tune	VERB
cana-2869	39	14	roberta	roberta	PROPN
cana-2869	39	15	models	model	NOUN
cana-2869	39	16	to	to	PART
cana-2869	39	17	motivate	motivate	VERB
cana-2869	39	18	researchers	researcher	NOUN
cana-2869	39	19	to	to	PART
cana-2869	39	20	examine	examine	VERB
cana-2869	39	21	both	both	CCONJ
cana-2869	39	22	positive	positive	ADJ
cana-2869	39	23	and	and	CCONJ
cana-2869	39	24	negative	negative	ADJ
cana-2869	39	25	consequences	consequence	NOUN
cana-2869	39	26	.	.	PUNCT
cana-2869	40	1	a	a	DET
cana-2869	40	2	case	case	NOUN
cana-2869	40	3	study	study	NOUN
cana-2869	40	4	including	include	VERB
cana-2869	40	5	five	five	NUM
cana-2869	40	6	industry	industry	NOUN
cana-2869	40	7	researchers	researcher	NOUN
cana-2869	40	8	and	and	CCONJ
cana-2869	40	9	seven	seven	NUM
cana-2869	40	10	academic	academic	ADJ
cana-2869	40	11	scientists	scientist	NOUN
cana-2869	40	12	evaluates	evaluate	VERB
cana-2869	40	13	the	the	DET
cana-2869	40	14	chatbot	chatbot	NOUN
cana-2869	40	15	's	's	PART
cana-2869	40	16	effectiveness	effectiveness	NOUN
cana-2869	40	17	in	in	ADP
cana-2869	40	18	promoting	promote	VERB
cana-2869	40	19	talks	talk	NOUN
cana-2869	40	20	about	about	ADP
cana-2869	40	21	negative	negative	ADJ
cana-2869	40	22	repercussions	repercussion	NOUN
cana-2869	40	23	and	and	CCONJ
cana-2869	40	24	mitigation	mitigation	NOUN
cana-2869	40	25	options	option	NOUN
cana-2869	40	26	.	.	PUNCT
cana-2869	41	1	impactbot	impactbot	PROPN
cana-2869	41	2	should	should	AUX
cana-2869	41	3	be	be	AUX
cana-2869	41	4	integrated	integrate	VERB
cana-2869	41	5	into	into	ADP
cana-2869	41	6	content	content	NOUN
cana-2869	41	7	management	management	NOUN
cana-2869	41	8	or	or	CCONJ
cana-2869	41	9	paper	paper	NOUN
cana-2869	41	10	submission	submission	NOUN
cana-2869	41	11	systems	system	NOUN
cana-2869	41	12	to	to	PART
cana-2869	41	13	dynamically	dynamically	ADV
cana-2869	41	14	involve	involve	VERB
cana-2869	41	15	academics	academic	NOUN
cana-2869	41	16	in	in	ADP
cana-2869	41	17	refining	refining	NOUN
cana-2869	41	18	project	project	NOUN
cana-2869	41	19	narratives	narrative	NOUN
cana-2869	41	20	and	and	CCONJ
cana-2869	41	21	ensure	ensure	VERB
cana-2869	41	22	a	a	DET
cana-2869	41	23	more	more	ADV
cana-2869	41	24	full	full	ADJ
cana-2869	41	25	assessment	assessment	NOUN
cana-2869	41	26	of	of	ADP
cana-2869	41	27	technical	technical	ADJ
cana-2869	41	28	consequences	consequence	NOUN
cana-2869	41	29	,	,	PUNCT
cana-2869	41	30	according	accord	VERB
cana-2869	41	31	to	to	ADP
cana-2869	41	32	the	the	DET
cana-2869	41	33	suggested	suggest	VERB
cana-2869	41	34	strategy	strategy	NOUN
cana-2869	41	35	.	.	PUNCT
cana-2869	42	1	impactbot	impactbot	PROPN
cana-2869	42	2	contributes	contribute	VERB
cana-2869	42	3	to	to	ADP
cana-2869	42	4	the	the	DET
cana-2869	42	5	responsible	responsible	ADJ
cana-2869	42	6	development	development	NOUN
cana-2869	42	7	of	of	ADP
cana-2869	42	8	technology	technology	NOUN
cana-2869	42	9	by	by	ADP
cana-2869	42	10	filling	fill	VERB
cana-2869	42	11	gaps	gap	NOUN
cana-2869	42	12	in	in	ADP
cana-2869	42	13	current	current	ADJ
cana-2869	42	14	impact	impact	NOUN
cana-2869	42	15	statement	statement	NOUN
cana-2869	42	16	practices.[3	practices.[3	NOUN
cana-2869	42	17	]	]	PUNCT
cana-2869	42	18	sharma	sharma	PROPN
cana-2869	42	19	,	,	PUNCT
cana-2869	42	20	etal	etal	NOUN
cana-2869	42	21	[	[	X
cana-2869	42	22	4	4	NUM
cana-2869	42	23	]	]	PUNCT
cana-2869	42	24	presented	present	VERB
cana-2869	42	25	the	the	DET
cana-2869	42	26	study	study	NOUN
cana-2869	42	27	which	which	PRON
cana-2869	42	28	emphasises	emphasise	VERB
cana-2869	42	29	the	the	DET
cana-2869	42	30	importance	importance	NOUN
cana-2869	42	31	of	of	ADP
cana-2869	42	32	updated	update	VERB
cana-2869	42	33	maritime	maritime	ADJ
cana-2869	42	34	education	education	NOUN
cana-2869	42	35	and	and	CCONJ
cana-2869	42	36	training	training	NOUN
cana-2869	42	37	to	to	PART
cana-2869	42	38	accommodate	accommodate	VERB
cana-2869	42	39	technological	technological	ADJ
cana-2869	42	40	developments	development	NOUN
cana-2869	42	41	and	and	CCONJ
cana-2869	42	42	rising	rise	VERB
cana-2869	42	43	digitalization	digitalization	NOUN
cana-2869	42	44	.	.	PUNCT
cana-2869	43	1	it	it	PRON
cana-2869	43	2	investigates	investigate	VERB
cana-2869	43	3	the	the	DET
cana-2869	43	4	possibilities	possibility	NOUN
cana-2869	43	5	of	of	ADP
cana-2869	43	6	artificial	artificial	ADJ
cana-2869	43	7	intelligence	intelligence	NOUN
cana-2869	43	8	(	(	PUNCT
cana-2869	43	9	ai	ai	NOUN
cana-2869	43	10	)	)	PUNCT
cana-2869	43	11	,	,	PUNCT
cana-2869	43	12	notably	notably	ADV
cana-2869	43	13	chatbots	chatbot	NOUN
cana-2869	43	14	,	,	PUNCT
cana-2869	43	15	in	in	ADP
cana-2869	43	16	increasing	increase	VERB
cana-2869	43	17	efficiency	efficiency	NOUN
cana-2869	43	18	and	and	CCONJ
cana-2869	43	19	developing	develop	VERB
cana-2869	43	20	competency	competency	NOUN
cana-2869	43	21	.	.	PUNCT
cana-2869	44	1	the	the	DET
cana-2869	44	2	study	study	NOUN
cana-2869	44	3	outlines	outline	VERB
cana-2869	44	4	the	the	DET
cana-2869	44	5	development	development	NOUN
cana-2869	44	6	and	and	CCONJ
cana-2869	44	7	deployment	deployment	NOUN
cana-2869	44	8	of	of	ADP
cana-2869	44	9	"	"	PUNCT
cana-2869	44	10	floki	floki	NOUN
cana-2869	44	11	,	,	PUNCT
cana-2869	44	12	"	"	PUNCT
cana-2869	44	13	a	a	DET
cana-2869	44	14	chatbot	chatbot	NOUN
cana-2869	44	15	designed	design	VERB
cana-2869	44	16	to	to	PART
cana-2869	44	17	aid	aid	VERB
cana-2869	44	18	maritime	maritime	ADJ
cana-2869	44	19	trainees	trainee	NOUN
cana-2869	44	20	in	in	ADP
cana-2869	44	21	understanding	understand	VERB
cana-2869	44	22	collision	collision	NOUN
cana-2869	44	23	avoidance	avoidance	NOUN
cana-2869	44	24	regulations	regulation	NOUN
cana-2869	44	25	(	(	PUNCT
cana-2869	44	26	colregs	colreg	NOUN
cana-2869	44	27	)	)	PUNCT
cana-2869	44	28	.	.	PUNCT
cana-2869	45	1	the	the	DET
cana-2869	45	2	chatbot	chatbot	NOUN
cana-2869	45	3	was	be	AUX
cana-2869	45	4	created	create	VERB
cana-2869	45	5	using	use	VERB
cana-2869	45	6	ibm	ibm	PROPN
cana-2869	45	7	watson	watson	PROPN
cana-2869	45	8	assistant	assistant	NOUN
cana-2869	45	9	,	,	PUNCT
cana-2869	45	10	a	a	DET
cana-2869	45	11	cognitive	cognitive	ADJ
cana-2869	45	12	computing	computing	NOUN
cana-2869	45	13	service	service	NOUN
cana-2869	45	14	.	.	PUNCT
cana-2869	46	1	the	the	DET
cana-2869	46	2	system	system	NOUN
cana-2869	46	3	usability	usability	NOUN
cana-2869	46	4	scale	scale	NOUN
cana-2869	46	5	(	(	PUNCT
cana-2869	46	6	sus	sus	NOUN
cana-2869	46	7	)	)	PUNCT
cana-2869	46	8	was	be	AUX
cana-2869	46	9	used	use	VERB
cana-2869	46	10	by	by	ADP
cana-2869	46	11	a	a	DET
cana-2869	46	12	group	group	NOUN
cana-2869	46	13	of	of	ADP
cana-2869	46	14	18	18	NUM
cana-2869	46	15	second	second	ADJ
cana-2869	46	16	-	-	PUNCT
cana-2869	46	17	year	year	NOUN
cana-2869	46	18	b.sc	b.sc	PROPN
cana-2869	46	19	.	.	PROPN
cana-2869	46	20	nautical	nautical	ADJ
cana-2869	46	21	science	science	NOUN
cana-2869	46	22	students	student	NOUN
cana-2869	46	23	at	at	ADP
cana-2869	46	24	a	a	DET
cana-2869	46	25	norwegian	norwegian	ADJ
cana-2869	46	26	maritime	maritime	ADJ
cana-2869	46	27	institution	institution	NOUN
cana-2869	46	28	to	to	PART
cana-2869	46	29	provide	provide	VERB
cana-2869	46	30	insights	insight	NOUN
cana-2869	46	31	into	into	ADP
cana-2869	46	32	their	their	PRON
cana-2869	46	33	user	user	NOUN
cana-2869	46	34	experience	experience	NOUN
cana-2869	46	35	.	.	PUNCT
cana-2869	47	1	the	the	DET
cana-2869	47	2	findings	finding	NOUN
cana-2869	47	3	and	and	CCONJ
cana-2869	47	4	their	their	PRON
cana-2869	47	5	implications	implication	NOUN
cana-2869	47	6	for	for	ADP
cana-2869	47	7	artificial	artificial	ADJ
cana-2869	47	8	intelligence	intelligence	NOUN
cana-2869	47	9	in	in	ADP
cana-2869	47	10	maritime	maritime	ADJ
cana-2869	47	11	education	education	NOUN
cana-2869	47	12	and	and	CCONJ
cana-2869	47	13	training	training	NOUN
cana-2869	47	14	are	be	AUX
cana-2869	47	15	reviewed	review	VERB
cana-2869	47	16	,	,	PUNCT
cana-2869	47	17	providing	provide	VERB
cana-2869	47	18	useful	useful	ADJ
cana-2869	47	19	insights	insight	NOUN
cana-2869	47	20	for	for	ADP
cana-2869	47	21	future	future	ADJ
cana-2869	47	22	research	research	NOUN
cana-2869	47	23	areas.[4	areas.[4	NOUN
cana-2869	47	24	]	]	X
cana-2869	47	25	li	li	PROPN
cana-2869	47	26	,	,	PUNCT
cana-2869	47	27	j.	j.	PROPN
cana-2869	47	28	,	,	PUNCT
cana-2869	47	29	etal	etal	VERB
cana-2869	48	1	[	[	X
cana-2869	48	2	5	5	NUM
cana-2869	48	3	]	]	PUNCT
cana-2869	48	4	presented	present	VERB
cana-2869	48	5	a	a	DET
cana-2869	48	6	paper	paper	NOUN
cana-2869	48	7	which	which	PRON
cana-2869	48	8	proposes	propose	VERB
cana-2869	48	9	a	a	DET
cana-2869	48	10	novel	novel	ADJ
cana-2869	48	11	chatbot	chatbot	NOUN
cana-2869	48	12	-	-	PUNCT
cana-2869	48	13	server	server	NOUN
cana-2869	48	14	programming	programming	NOUN
cana-2869	48	15	framework	framework	NOUN
cana-2869	48	16	for	for	SCONJ
cana-2869	48	17	students	student	NOUN
cana-2869	48	18	to	to	PART
cana-2869	48	19	learn	learn	VERB
cana-2869	48	20	artificial	artificial	ADJ
cana-2869	48	21	intelligence	intelligence	NOUN
cana-2869	48	22	(	(	PUNCT
cana-2869	48	23	ai	ai	NOUN
cana-2869	48	24	)	)	PUNCT
cana-2869	48	25	by	by	ADP
cana-2869	48	26	creating	create	VERB
cana-2869	48	27	gaming	gaming	NOUN
cana-2869	48	28	ai	ai	ADJ
cana-2869	48	29	chatbot	chatbot	NOUN
cana-2869	48	30	applications	application	NOUN
cana-2869	48	31	.	.	PUNCT
cana-2869	49	1	the	the	DET
cana-2869	49	2	framework	framework	NOUN
cana-2869	49	3	has	have	VERB
cana-2869	49	4	a	a	DET
cana-2869	49	5	networked	networked	ADJ
cana-2869	49	6	frontend	frontend	NOUN
cana-2869	49	7	-	-	PUNCT
cana-2869	49	8	backend	backend	NOUN
cana-2869	49	9	structure	structure	NOUN
cana-2869	49	10	(	(	PUNCT
cana-2869	49	11	client	client	NOUN
cana-2869	49	12	-	-	PUNCT
cana-2869	49	13	server	server	NOUN
cana-2869	49	14	paradigm	paradigm	NOUN
cana-2869	49	15	)	)	PUNCT
cana-2869	49	16	,	,	PUNCT
cana-2869	49	17	which	which	PRON
cana-2869	49	18	allows	allow	VERB
cana-2869	49	19	students	student	NOUN
cana-2869	49	20	to	to	PART
cana-2869	49	21	post	post	VERB
cana-2869	49	22	their	their	PRON
cana-2869	49	23	work	work	NOUN
cana-2869	49	24	on	on	ADP
cana-2869	49	25	social	social	ADJ
cana-2869	49	26	media	medium	NOUN
cana-2869	49	27	and	and	CCONJ
cana-2869	49	28	enable	enable	VERB
cana-2869	49	29	real	real	ADJ
cana-2869	49	30	players	player	NOUN
cana-2869	49	31	to	to	PART
cana-2869	49	32	test	test	NOUN
cana-2869	49	33	-	-	PUNCT
cana-2869	49	34	drive	drive	VERB
cana-2869	49	35	the	the	DET
cana-2869	49	36	game	game	NOUN
cana-2869	49	37	ai	ai	VERB
cana-2869	49	38	,	,	PUNCT
cana-2869	49	39	gaining	gain	VERB
cana-2869	49	40	vital	vital	ADJ
cana-2869	49	41	data	datum	NOUN
cana-2869	49	42	for	for	ADP
cana-2869	49	43	machine	machine	NOUN
cana-2869	49	44	learning	learning	NOUN
cana-2869	49	45	model	model	NOUN
cana-2869	49	46	training	training	NOUN
cana-2869	49	47	through	through	ADP
cana-2869	49	48	crowdsourcing	crowdsourcing	NOUN
cana-2869	49	49	.	.	PUNCT
cana-2869	50	1	the	the	DET
cana-2869	50	2	suggested	suggest	VERB
cana-2869	50	3	architecture	architecture	NOUN
cana-2869	50	4	enables	enable	VERB
cana-2869	50	5	online	online	ADV
cana-2869	50	6	ai	ai	AUX
cana-2869	50	7	learning	learn	VERB
cana-2869	50	8	,	,	PUNCT
cana-2869	50	9	introduces	introduce	VERB
cana-2869	50	10	full	full	ADJ
cana-2869	50	11	-	-	PUNCT
cana-2869	50	12	stack	stack	NOUN
cana-2869	50	13	software	software	NOUN
cana-2869	50	14	development	development	NOUN
cana-2869	50	15	,	,	PUNCT
cana-2869	50	16	and	and	CCONJ
cana-2869	50	17	promotes	promote	VERB
cana-2869	50	18	progressive	progressive	ADJ
cana-2869	50	19	machine	machine	NOUN
cana-2869	50	20	learning	learn	VERB
cana-2869	50	21	education	education	NOUN
cana-2869	50	22	,	,	PUNCT
cana-2869	50	23	with	with	ADP
cana-2869	50	24	a	a	DET
cana-2869	50	25	focus	focus	NOUN
cana-2869	50	26	on	on	ADP
cana-2869	50	27	the	the	DET
cana-2869	50	28	actual	actual	ADJ
cana-2869	50	29	application	application	NOUN
cana-2869	50	30	of	of	ADP
cana-2869	50	31	ai	ai	PROPN
cana-2869	50	32	ideas	idea	NOUN
cana-2869	50	33	in	in	ADP
cana-2869	50	34	game	game	NOUN
cana-2869	50	35	creation.[5	creation.[5	NOUN
cana-2869	50	36	]	]	PUNCT
cana-2869	50	37	adamopoulou	adamopoulou	ADJ
cana-2869	50	38	,	,	PUNCT
cana-2869	50	39	etal	etal	VERB
cana-2869	50	40	[	[	X
cana-2869	50	41	6	6	NUM
cana-2869	50	42	]	]	PUNCT
cana-2869	50	43	presented	present	VERB
cana-2869	50	44	a	a	DET
cana-2869	50	45	literature	literature	NOUN
cana-2869	50	46	review	review	NOUN
cana-2869	50	47	which	which	PRON
cana-2869	50	48	examines	examine	VERB
cana-2869	50	49	the	the	DET
cana-2869	50	50	history	history	NOUN
cana-2869	50	51	,	,	PUNCT
cana-2869	50	52	technology	technology	NOUN
cana-2869	50	53	,	,	PUNCT
cana-2869	50	54	and	and	CCONJ
cana-2869	50	55	applications	application	NOUN
cana-2869	50	56	of	of	ADP
cana-2869	50	57	natural	natural	ADJ
cana-2869	50	58	dialogue	dialogue	NOUN
cana-2869	50	59	systems	system	NOUN
cana-2869	50	60	,	,	PUNCT
cana-2869	50	61	with	with	ADP
cana-2869	50	62	a	a	DET
cana-2869	50	63	particular	particular	ADJ
cana-2869	50	64	focus	focus	NOUN
cana-2869	50	65	on	on	ADP
cana-2869	50	66	chatbots	chatbot	NOUN
cana-2869	50	67	.	.	PUNCT
cana-2869	51	1	it	it	PRON
cana-2869	51	2	serves	serve	VERB
cana-2869	51	3	as	as	ADP
cana-2869	51	4	a	a	DET
cana-2869	51	5	basic	basic	ADJ
cana-2869	51	6	resource	resource	NOUN
cana-2869	51	7	for	for	ADP
cana-2869	51	8	future	future	ADJ
cana-2869	51	9	chatbot	chatbot	NOUN
cana-2869	51	10	research	research	NOUN
cana-2869	51	11	.	.	PUNCT
cana-2869	52	1	the	the	DET
cana-2869	52	2	historical	historical	ADJ
cana-2869	52	3	progression	progression	NOUN
cana-2869	52	4	is	be	AUX
cana-2869	52	5	described	describe	VERB
cana-2869	52	6	,	,	PUNCT
cana-2869	52	7	with	with	SCONJ
cana-2869	52	8	limitations	limitation	NOUN
cana-2869	52	9	communications	communication	NOUN
cana-2869	52	10	on	on	ADP
cana-2869	52	11	applied	apply	VERB
cana-2869	52	12	nonlinear	nonlinear	ADJ
cana-2869	52	13	analysis	analysis	NOUN
cana-2869	52	14	issn	issn	NOUN
cana-2869	52	15	:	:	PUNCT
cana-2869	52	16	1074	1074	NUM
cana-2869	52	17	-	-	PUNCT
cana-2869	52	18	133x	133x	NUM
cana-2869	52	19	vol	vol	NOUN
cana-2869	52	20	32	32	NUM
cana-2869	52	21	no	no	NOUN
cana-2869	52	22	.	.	PUNCT
cana-2869	53	1	4s	4s	NUM
cana-2869	53	2	(	(	PUNCT
cana-2869	53	3	2025	2025	NUM
cana-2869	53	4	)	)	PUNCT
cana-2869	53	5	527	527	NUM
cana-2869	53	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	53	7	highlighted	highlight	VERB
cana-2869	53	8	at	at	ADP
cana-2869	53	9	each	each	DET
cana-2869	53	10	level	level	NOUN
cana-2869	53	11	,	,	PUNCT
cana-2869	53	12	and	and	CCONJ
cana-2869	53	13	then	then	ADV
cana-2869	53	14	a	a	DET
cana-2869	53	15	detailed	detailed	ADJ
cana-2869	53	16	classification	classification	NOUN
cana-2869	53	17	system	system	NOUN
cana-2869	53	18	is	be	AUX
cana-2869	53	19	presented	present	VERB
cana-2869	53	20	.	.	PUNCT
cana-2869	54	1	the	the	DET
cana-2869	54	2	paper	paper	NOUN
cana-2869	54	3	digs	dig	VERB
cana-2869	54	4	into	into	ADP
cana-2869	54	5	an	an	DET
cana-2869	54	6	examination	examination	NOUN
cana-2869	54	7	of	of	ADP
cana-2869	54	8	two	two	NUM
cana-2869	54	9	main	main	ADJ
cana-2869	54	10	implementation	implementation	NOUN
cana-2869	54	11	technologies	technology	NOUN
cana-2869	54	12	:	:	PUNCT
cana-2869	54	13	pattern	pattern	NOUN
cana-2869	54	14	matching	matching	NOUN
cana-2869	54	15	and	and	CCONJ
cana-2869	54	16	machine	machine	NOUN
cana-2869	54	17	learning	learning	NOUN
cana-2869	54	18	.	.	PUNCT
cana-2869	55	1	a	a	DET
cana-2869	55	2	generic	generic	ADJ
cana-2869	55	3	architectural	architectural	ADJ
cana-2869	55	4	design	design	NOUN
cana-2869	55	5	is	be	AUX
cana-2869	55	6	also	also	ADV
cana-2869	55	7	provided	provide	VERB
cana-2869	55	8	,	,	PUNCT
cana-2869	55	9	emphasising	emphasise	VERB
cana-2869	55	10	essential	essential	ADJ
cana-2869	55	11	aspects	aspect	NOUN
cana-2869	55	12	prior	prior	ADV
cana-2869	55	13	to	to	ADP
cana-2869	55	14	system	system	NOUN
cana-2869	55	15	design	design	NOUN
cana-2869	55	16	.	.	PUNCT
cana-2869	56	1	the	the	DET
cana-2869	56	2	study	study	NOUN
cana-2869	56	3	investigates	investigate	VERB
cana-2869	56	4	chatbot	chatbot	NOUN
cana-2869	56	5	applications	application	NOUN
cana-2869	56	6	and	and	CCONJ
cana-2869	56	7	industrial	industrial	ADJ
cana-2869	56	8	use	use	NOUN
cana-2869	56	9	cases	case	NOUN
cana-2869	56	10	,	,	PUNCT
cana-2869	56	11	addressing	address	VERB
cana-2869	56	12	hazards	hazard	NOUN
cana-2869	56	13	and	and	CCONJ
cana-2869	56	14	recommending	recommend	VERB
cana-2869	56	15	mitigation	mitigation	NOUN
cana-2869	56	16	techniques	technique	NOUN
cana-2869	56	17	.	.	PUNCT
cana-2869	57	1	the	the	DET
cana-2869	57	2	conclusion	conclusion	NOUN
cana-2869	57	3	summarises	summarise	VERB
cana-2869	57	4	the	the	DET
cana-2869	57	5	authors	author	NOUN
cana-2869	57	6	'	'	PART
cana-2869	57	7	views	view	NOUN
cana-2869	57	8	on	on	ADP
cana-2869	57	9	the	the	DET
cana-2869	57	10	future	future	ADJ
cana-2869	57	11	path	path	NOUN
cana-2869	57	12	of	of	ADP
cana-2869	57	13	technology	technology	NOUN
cana-2869	57	14	to	to	PART
cana-2869	57	15	improve	improve	VERB
cana-2869	57	16	chatbot	chatbot	NOUN
cana-2869	57	17	intelligence.[6	intelligence.[6	NOUN
cana-2869	57	18	]	]	PUNCT
cana-2869	57	19	kooli	kooli	PROPN
cana-2869	57	20	,	,	PUNCT
cana-2869	57	21	etal	etal	VERB
cana-2869	57	22	[	[	X
cana-2869	57	23	7	7	NUM
cana-2869	57	24	]	]	PUNCT
cana-2869	57	25	provided	provide	VERB
cana-2869	57	26	the	the	DET
cana-2869	57	27	study	study	NOUN
cana-2869	57	28	which	which	PRON
cana-2869	57	29	investigates	investigate	VERB
cana-2869	57	30	the	the	DET
cana-2869	57	31	rising	rise	VERB
cana-2869	57	32	era	era	NOUN
cana-2869	57	33	of	of	ADP
cana-2869	57	34	education	education	NOUN
cana-2869	57	35	and	and	CCONJ
cana-2869	57	36	research	research	NOUN
cana-2869	57	37	powered	power	VERB
cana-2869	57	38	by	by	ADP
cana-2869	57	39	chatbots	chatbot	NOUN
cana-2869	57	40	and	and	CCONJ
cana-2869	57	41	artificial	artificial	ADJ
cana-2869	57	42	intelligence	intelligence	NOUN
cana-2869	57	43	,	,	PUNCT
cana-2869	57	44	focusing	focus	VERB
cana-2869	57	45	on	on	ADP
cana-2869	57	46	the	the	DET
cana-2869	57	47	ethical	ethical	ADJ
cana-2869	57	48	concerns	concern	NOUN
cana-2869	57	49	related	relate	VERB
cana-2869	57	50	with	with	ADP
cana-2869	57	51	their	their	PRON
cana-2869	57	52	use	use	NOUN
cana-2869	57	53	.	.	PUNCT
cana-2869	58	1	the	the	DET
cana-2869	58	2	study	study	NOUN
cana-2869	58	3	used	use	VERB
cana-2869	58	4	a	a	DET
cana-2869	58	5	qualitative	qualitative	ADJ
cana-2869	58	6	technique	technique	NOUN
cana-2869	58	7	to	to	PART
cana-2869	58	8	undertake	undertake	VERB
cana-2869	58	9	exploratory	exploratory	ADJ
cana-2869	58	10	research	research	NOUN
cana-2869	58	11	through	through	ADP
cana-2869	58	12	expert	expert	ADJ
cana-2869	58	13	analysis	analysis	NOUN
cana-2869	58	14	,	,	PUNCT
cana-2869	58	15	evaluating	evaluate	VERB
cana-2869	58	16	data	datum	NOUN
cana-2869	58	17	to	to	PART
cana-2869	58	18	thoroughly	thoroughly	ADV
cana-2869	58	19	analyse	analyse	VERB
cana-2869	58	20	potential	potential	ADJ
cana-2869	58	21	issues	issue	NOUN
cana-2869	58	22	.	.	PUNCT
cana-2869	59	1	the	the	DET
cana-2869	59	2	study	study	NOUN
cana-2869	59	3	explores	explore	VERB
cana-2869	59	4	the	the	DET
cana-2869	59	5	benefits	benefit	NOUN
cana-2869	59	6	and	and	CCONJ
cana-2869	59	7	drawbacks	drawback	NOUN
cana-2869	59	8	of	of	ADP
cana-2869	59	9	ai	ai	ADJ
cana-2869	59	10	systems	system	NOUN
cana-2869	59	11	and	and	CCONJ
cana-2869	59	12	chatbots	chatbot	NOUN
cana-2869	59	13	,	,	PUNCT
cana-2869	59	14	with	with	ADP
cana-2869	59	15	an	an	DET
cana-2869	59	16	emphasis	emphasis	NOUN
cana-2869	59	17	on	on	ADP
cana-2869	59	18	their	their	PRON
cana-2869	59	19	function	function	NOUN
cana-2869	59	20	in	in	ADP
cana-2869	59	21	augmenting	augment	VERB
cana-2869	59	22	human	human	ADJ
cana-2869	59	23	knowledge	knowledge	NOUN
cana-2869	59	24	and	and	CCONJ
cana-2869	59	25	judgement	judgement	NOUN
cana-2869	59	26	.	.	PUNCT
cana-2869	60	1	ethical	ethical	ADJ
cana-2869	60	2	issues	issue	NOUN
cana-2869	60	3	,	,	PUNCT
cana-2869	60	4	including	include	VERB
cana-2869	60	5	possible	possible	ADJ
cana-2869	60	6	misuse	misuse	NOUN
cana-2869	60	7	and	and	CCONJ
cana-2869	60	8	exploitation	exploitation	NOUN
cana-2869	60	9	,	,	PUNCT
cana-2869	60	10	are	be	AUX
cana-2869	60	11	discussed	discuss	VERB
cana-2869	60	12	,	,	PUNCT
cana-2869	60	13	along	along	ADP
cana-2869	60	14	with	with	ADP
cana-2869	60	15	recommended	recommend	VERB
cana-2869	60	16	remedies	remedy	NOUN
cana-2869	60	17	.	.	PUNCT
cana-2869	61	1	the	the	DET
cana-2869	61	2	study	study	NOUN
cana-2869	61	3	recognises	recognise	VERB
cana-2869	61	4	technology	technology	NOUN
cana-2869	61	5	innovations	innovation	NOUN
cana-2869	61	6	'	'	PART
cana-2869	61	7	transformational	transformational	ADJ
cana-2869	61	8	influence	influence	NOUN
cana-2869	61	9	on	on	ADP
cana-2869	61	10	research	research	NOUN
cana-2869	61	11	and	and	CCONJ
cana-2869	61	12	education	education	NOUN
cana-2869	61	13	,	,	PUNCT
cana-2869	61	14	notably	notably	ADV
cana-2869	61	15	in	in	ADP
cana-2869	61	16	evaluation	evaluation	NOUN
cana-2869	61	17	methodologies	methodology	NOUN
cana-2869	61	18	.	.	PUNCT
cana-2869	62	1	it	it	PRON
cana-2869	62	2	emphasises	emphasise	VERB
cana-2869	62	3	the	the	DET
cana-2869	62	4	importance	importance	NOUN
cana-2869	62	5	of	of	ADP
cana-2869	62	6	adapting	adapt	VERB
cana-2869	62	7	to	to	ADP
cana-2869	62	8	this	this	DET
cana-2869	62	9	new	new	ADJ
cana-2869	62	10	reality	reality	NOUN
cana-2869	62	11	,	,	PUNCT
cana-2869	62	12	emphasising	emphasise	VERB
cana-2869	62	13	the	the	DET
cana-2869	62	14	importance	importance	NOUN
cana-2869	62	15	of	of	ADP
cana-2869	62	16	cohabitation	cohabitation	NOUN
cana-2869	62	17	,	,	PUNCT
cana-2869	62	18	sustainability	sustainability	NOUN
cana-2869	62	19	,	,	PUNCT
cana-2869	62	20	and	and	CCONJ
cana-2869	62	21	continual	continual	ADJ
cana-2869	62	22	adaptation	adaptation	NOUN
cana-2869	62	23	.	.	PUNCT
cana-2869	63	1	[	[	X
cana-2869	63	2	7	7	NUM
cana-2869	63	3	]	]	X
cana-2869	63	4	caldarini	caldarini	NOUN
cana-2869	63	5	,	,	PUNCT
cana-2869	63	6	etal	etal	ADJ
cana-2869	63	7	[	[	X
cana-2869	63	8	8	8	NUM
cana-2869	63	9	]	]	PUNCT
cana-2869	63	10	provided	provide	VERB
cana-2869	63	11	the	the	DET
cana-2869	63	12	paper	paper	NOUN
cana-2869	63	13	on	on	ADP
cana-2869	63	14	the	the	DET
cana-2869	63	15	poll	poll	NOUN
cana-2869	63	16	which	which	PRON
cana-2869	63	17	goes	go	VERB
cana-2869	63	18	into	into	ADP
cana-2869	63	19	the	the	DET
cana-2869	63	20	world	world	NOUN
cana-2869	63	21	of	of	ADP
cana-2869	63	22	chatbots	chatbot	NOUN
cana-2869	63	23	,	,	PUNCT
cana-2869	63	24	which	which	PRON
cana-2869	63	25	are	be	AUX
cana-2869	63	26	clever	clever	ADJ
cana-2869	63	27	conversational	conversational	ADJ
cana-2869	63	28	computer	computer	NOUN
cana-2869	63	29	systems	system	NOUN
cana-2869	63	30	that	that	PRON
cana-2869	63	31	may	may	AUX
cana-2869	63	32	simulate	simulate	VERB
cana-2869	63	33	human	human	ADJ
cana-2869	63	34	speech	speech	NOUN
cana-2869	63	35	to	to	PART
cana-2869	63	36	provide	provide	VERB
cana-2869	63	37	automated	automate	VERB
cana-2869	63	38	online	online	ADJ
cana-2869	63	39	advice	advice	NOUN
cana-2869	63	40	and	and	CCONJ
cana-2869	63	41	help	help	NOUN
cana-2869	63	42	.	.	PUNCT
cana-2869	64	1	chatbots	chatbot	NOUN
cana-2869	64	2	,	,	PUNCT
cana-2869	64	3	which	which	PRON
cana-2869	64	4	are	be	AUX
cana-2869	64	5	widely	widely	ADV
cana-2869	64	6	used	use	VERB
cana-2869	64	7	across	across	ADP
cana-2869	64	8	businesses	business	NOUN
cana-2869	64	9	,	,	PUNCT
cana-2869	64	10	provide	provide	VERB
cana-2869	64	11	virtual	virtual	ADJ
cana-2869	64	12	support	support	NOUN
cana-2869	64	13	to	to	ADP
cana-2869	64	14	clients	client	NOUN
cana-2869	64	15	,	,	PUNCT
cana-2869	64	16	capitalising	capitalise	VERB
cana-2869	64	17	on	on	ADP
cana-2869	64	18	the	the	DET
cana-2869	64	19	benefits	benefit	NOUN
cana-2869	64	20	they	they	PRON
cana-2869	64	21	provide	provide	VERB
cana-2869	64	22	.	.	PUNCT
cana-2869	65	1	chatbots	chatbot	NOUN
cana-2869	65	2	have	have	AUX
cana-2869	65	3	made	make	VERB
cana-2869	65	4	recent	recent	ADJ
cana-2869	65	5	improvements	improvement	NOUN
cana-2869	65	6	by	by	ADP
cana-2869	65	7	using	use	VERB
cana-2869	65	8	techniques	technique	NOUN
cana-2869	65	9	from	from	ADP
cana-2869	65	10	natural	natural	ADJ
cana-2869	65	11	language	language	NOUN
cana-2869	65	12	processing	processing	NOUN
cana-2869	65	13	and	and	CCONJ
cana-2869	65	14	machine	machine	NOUN
cana-2869	65	15	learning	learning	NOUN
cana-2869	65	16	within	within	ADP
cana-2869	65	17	the	the	DET
cana-2869	65	18	subject	subject	NOUN
cana-2869	65	19	of	of	ADP
cana-2869	65	20	artificial	artificial	ADJ
cana-2869	65	21	intelligence	intelligence	NOUN
cana-2869	65	22	.	.	PUNCT
cana-2869	66	1	the	the	DET
cana-2869	66	2	study	study	NOUN
cana-2869	66	3	examines	examine	VERB
cana-2869	66	4	these	these	DET
cana-2869	66	5	advances	advance	NOUN
cana-2869	66	6	,	,	PUNCT
cana-2869	66	7	offering	offer	VERB
cana-2869	66	8	insight	insight	NOUN
cana-2869	66	9	on	on	ADP
cana-2869	66	10	the	the	DET
cana-2869	66	11	problems	problem	NOUN
cana-2869	66	12	and	and	CCONJ
cana-2869	66	13	constraints	constraint	NOUN
cana-2869	66	14	associated	associate	VERB
cana-2869	66	15	with	with	ADP
cana-2869	66	16	their	their	PRON
cana-2869	66	17	implementation	implementation	NOUN
cana-2869	66	18	.	.	PUNCT
cana-2869	67	1	it	it	PRON
cana-2869	67	2	evaluates	evaluate	VERB
cana-2869	67	3	existing	exist	VERB
cana-2869	67	4	work	work	NOUN
cana-2869	67	5	critically	critically	ADV
cana-2869	67	6	,	,	PUNCT
cana-2869	67	7	highlighting	highlight	VERB
cana-2869	67	8	important	important	ADJ
cana-2869	67	9	obstacles	obstacle	NOUN
cana-2869	67	10	,	,	PUNCT
cana-2869	67	11	and	and	CCONJ
cana-2869	67	12	closes	close	VERB
cana-2869	67	13	with	with	ADP
cana-2869	67	14	recommendations	recommendation	NOUN
cana-2869	67	15	for	for	ADP
cana-2869	67	16	future	future	ADJ
cana-2869	67	17	study	study	NOUN
cana-2869	67	18	to	to	PART
cana-2869	67	19	solve	solve	VERB
cana-2869	67	20	these	these	DET
cana-2869	67	21	concerns	concern	NOUN
cana-2869	67	22	and	and	CCONJ
cana-2869	67	23	advance	advance	VERB
cana-2869	67	24	the	the	DET
cana-2869	67	25	area.[8	area.[8	NOUN
cana-2869	67	26	]	]	X
cana-2869	67	27	silva	silva	NOUN
cana-2869	67	28	,	,	PUNCT
cana-2869	67	29	etal	etal	NOUN
cana-2869	68	1	[	[	X
cana-2869	68	2	9	9	NUM
cana-2869	68	3	]	]	PUNCT
cana-2869	68	4	delivered	deliver	VERB
cana-2869	68	5	the	the	DET
cana-2869	68	6	study	study	NOUN
cana-2869	68	7	delves	delf	NOUN
cana-2869	68	8	at	at	ADP
cana-2869	68	9	the	the	DET
cana-2869	68	10	underserved	underserved	ADJ
cana-2869	68	11	landscape	landscape	NOUN
cana-2869	68	12	of	of	ADP
cana-2869	68	13	chatbot	chatbot	NOUN
cana-2869	68	14	technology	technology	NOUN
cana-2869	68	15	in	in	ADP
cana-2869	68	16	primary	primary	ADJ
cana-2869	68	17	care	care	NOUN
cana-2869	68	18	.	.	PUNCT
cana-2869	69	1	chatbots	chatbot	NOUN
cana-2869	69	2	,	,	PUNCT
cana-2869	69	3	which	which	PRON
cana-2869	69	4	are	be	AUX
cana-2869	69	5	ai	ai	VERB
cana-2869	69	6	programmes	programme	NOUN
cana-2869	69	7	that	that	PRON
cana-2869	69	8	simulate	simulate	VERB
cana-2869	69	9	human	human	ADJ
cana-2869	69	10	communication	communication	NOUN
cana-2869	69	11	,	,	PUNCT
cana-2869	69	12	have	have	AUX
cana-2869	69	13	received	receive	VERB
cana-2869	69	14	substantial	substantial	ADJ
cana-2869	69	15	interest	interest	NOUN
cana-2869	69	16	in	in	ADP
cana-2869	69	17	a	a	DET
cana-2869	69	18	variety	variety	NOUN
cana-2869	69	19	of	of	ADP
cana-2869	69	20	industries	industry	NOUN
cana-2869	69	21	,	,	PUNCT
cana-2869	69	22	but	but	CCONJ
cana-2869	69	23	their	their	PRON
cana-2869	69	24	specialised	specialised	ADJ
cana-2869	69	25	applications	application	NOUN
cana-2869	69	26	in	in	ADP
cana-2869	69	27	primary	primary	ADJ
cana-2869	69	28	healthcare	healthcare	NOUN
cana-2869	69	29	have	have	AUX
cana-2869	69	30	received	receive	VERB
cana-2869	69	31	little	little	ADJ
cana-2869	69	32	attention	attention	NOUN
cana-2869	69	33	.	.	PUNCT
cana-2869	70	1	the	the	DET
cana-2869	70	2	research	research	NOUN
cana-2869	70	3	seeks	seek	VERB
cana-2869	70	4	to	to	PART
cana-2869	70	5	give	give	VERB
cana-2869	70	6	a	a	DET
cana-2869	70	7	complete	complete	ADJ
cana-2869	70	8	evaluation	evaluation	NOUN
cana-2869	70	9	of	of	ADP
cana-2869	70	10	current	current	ADJ
cana-2869	70	11	technological	technological	ADJ
cana-2869	70	12	breakthroughs	breakthrough	NOUN
cana-2869	70	13	and	and	CCONJ
cana-2869	70	14	applications	application	NOUN
cana-2869	70	15	in	in	ADP
cana-2869	70	16	this	this	DET
cana-2869	70	17	sector	sector	NOUN
cana-2869	70	18	,	,	PUNCT
cana-2869	70	19	with	with	ADP
cana-2869	70	20	an	an	DET
cana-2869	70	21	emphasis	emphasis	NOUN
cana-2869	70	22	on	on	ADP
cana-2869	70	23	recent	recent	ADJ
cana-2869	70	24	improvements	improvement	NOUN
cana-2869	70	25	and	and	CCONJ
cana-2869	70	26	the	the	DET
cana-2869	70	27	introduction	introduction	NOUN
cana-2869	70	28	of	of	ADP
cana-2869	70	29	an	an	DET
cana-2869	70	30	application	application	NOUN
cana-2869	70	31	density	density	NOUN
cana-2869	70	32	map	map	NOUN
cana-2869	70	33	.	.	PUNCT
cana-2869	71	1	the	the	DET
cana-2869	71	2	study	study	NOUN
cana-2869	71	3	categorises	categorise	VERB
cana-2869	71	4	these	these	DET
cana-2869	71	5	advances	advance	NOUN
cana-2869	71	6	and	and	CCONJ
cana-2869	71	7	uses	use	NOUN
cana-2869	71	8	,	,	PUNCT
cana-2869	71	9	providing	provide	VERB
cana-2869	71	10	insights	insight	NOUN
cana-2869	71	11	into	into	ADP
cana-2869	71	12	the	the	DET
cana-2869	71	13	characteristics	characteristic	NOUN
cana-2869	71	14	of	of	ADP
cana-2869	71	15	healthcarefocused	healthcarefocused	ADJ
cana-2869	71	16	chatbots	chatbot	NOUN
cana-2869	71	17	.	.	PUNCT
cana-2869	72	1	it	it	PRON
cana-2869	72	2	also	also	ADV
cana-2869	72	3	discusses	discuss	VERB
cana-2869	72	4	future	future	ADJ
cana-2869	72	5	study	study	NOUN
cana-2869	72	6	goals	goal	NOUN
cana-2869	72	7	in	in	ADP
cana-2869	72	8	this	this	DET
cana-2869	72	9	subject	subject	NOUN
cana-2869	72	10	,	,	PUNCT
cana-2869	72	11	making	make	VERB
cana-2869	72	12	it	it	PRON
cana-2869	72	13	a	a	DET
cana-2869	72	14	helpful	helpful	ADJ
cana-2869	72	15	resource	resource	NOUN
cana-2869	72	16	for	for	ADP
cana-2869	72	17	healthcare	healthcare	NOUN
cana-2869	72	18	researchers	researcher	NOUN
cana-2869	72	19	seeking	seek	VERB
cana-2869	72	20	a	a	DET
cana-2869	72	21	thorough	thorough	ADJ
cana-2869	72	22	grasp	grasp	NOUN
cana-2869	72	23	of	of	ADP
cana-2869	72	24	chatbot	chatbot	NOUN
cana-2869	72	25	technology.[9	technology.[9	NUM
cana-2869	72	26	]	]	X
cana-2869	73	1	wang	wang	PROPN
cana-2869	73	2	,	,	PUNCT
cana-2869	73	3	j.	j.	PROPN
cana-2869	73	4	,	,	PUNCT
cana-2869	73	5	etal	etal	VERB
cana-2869	73	6	[	[	X
cana-2869	73	7	10	10	NUM
cana-2869	73	8	]	]	PUNCT
cana-2869	73	9	presented	present	VERB
cana-2869	73	10	a	a	DET
cana-2869	73	11	systematic	systematic	ADJ
cana-2869	73	12	review	review	NOUN
cana-2869	73	13	of	of	ADP
cana-2869	73	14	the	the	DET
cana-2869	73	15	literature	literature	NOUN
cana-2869	73	16	focusing	focus	VERB
cana-2869	73	17	on	on	ADP
cana-2869	73	18	the	the	DET
cana-2869	73	19	growing	grow	VERB
cana-2869	73	20	trend	trend	NOUN
cana-2869	73	21	of	of	ADP
cana-2869	73	22	chatbots	chatbot	NOUN
cana-2869	73	23	in	in	ADP
cana-2869	73	24	service	service	NOUN
cana-2869	73	25	businesses	business	NOUN
cana-2869	73	26	,	,	PUNCT
cana-2869	73	27	education	education	NOUN
cana-2869	73	28	,	,	PUNCT
cana-2869	73	29	and	and	CCONJ
cana-2869	73	30	daily	daily	ADJ
cana-2869	73	31	life	life	NOUN
cana-2869	73	32	.	.	PUNCT
cana-2869	74	1	the	the	DET
cana-2869	74	2	study	study	NOUN
cana-2869	74	3	focuses	focus	VERB
cana-2869	74	4	on	on	ADP
cana-2869	74	5	highly	highly	ADV
cana-2869	74	6	cited	cite	VERB
cana-2869	74	7	publications	publication	NOUN
cana-2869	74	8	in	in	ADP
cana-2869	74	9	chatbot	chatbot	NOUN
cana-2869	74	10	-	-	PUNCT
cana-2869	74	11	related	relate	VERB
cana-2869	74	12	human	human	ADJ
cana-2869	74	13	behaviour	behaviour	NOUN
cana-2869	74	14	research	research	NOUN
cana-2869	74	15	in	in	ADP
cana-2869	74	16	order	order	NOUN
cana-2869	74	17	to	to	PART
cana-2869	74	18	uncover	uncover	VERB
cana-2869	74	19	emerging	emerge	VERB
cana-2869	74	20	trends	trend	NOUN
cana-2869	74	21	and	and	CCONJ
cana-2869	74	22	crucial	crucial	ADJ
cana-2869	74	23	research	research	NOUN
cana-2869	74	24	concerns	concern	NOUN
cana-2869	74	25	.	.	PUNCT
cana-2869	75	1	the	the	DET
cana-2869	75	2	top	top	ADJ
cana-2869	75	3	100	100	NUM
cana-2869	75	4	most	most	ADV
cana-2869	75	5	referenced	referenced	ADJ
cana-2869	75	6	articles	article	NOUN
cana-2869	75	7	show	show	VERB
cana-2869	75	8	a	a	DET
cana-2869	75	9	trend	trend	NOUN
cana-2869	75	10	towards	towards	ADP
cana-2869	75	11	suggesting	suggest	VERB
cana-2869	75	12	novel	novel	ADJ
cana-2869	75	13	conversation	conversation	NOUN
cana-2869	75	14	tactics	tactic	NOUN
cana-2869	75	15	and	and	CCONJ
cana-2869	75	16	comparing	compare	VERB
cana-2869	75	17	various	various	ADJ
cana-2869	75	18	modalities	modality	NOUN
cana-2869	75	19	of	of	ADP
cana-2869	75	20	human	human	NOUN
cana-2869	75	21	-	-	PUNCT
cana-2869	75	22	human	human	NOUN
cana-2869	75	23	online	online	NOUN
cana-2869	75	24	talks	talk	NOUN
cana-2869	75	25	and	and	CCONJ
cana-2869	75	26	human	human	ADJ
cana-2869	75	27	-	-	PUNCT
cana-2869	75	28	chatbot	chatbot	NOUN
cana-2869	75	29	interactions	interaction	NOUN
cana-2869	75	30	.	.	PUNCT
cana-2869	76	1	the	the	DET
cana-2869	76	2	study	study	NOUN
cana-2869	76	3	focuses	focus	VERB
cana-2869	76	4	on	on	ADP
cana-2869	76	5	improving	improve	VERB
cana-2869	76	6	the	the	DET
cana-2869	76	7	efficacy	efficacy	NOUN
cana-2869	76	8	of	of	ADP
cana-2869	76	9	internet	internet	NOUN
cana-2869	76	10	communication	communication	NOUN
cana-2869	76	11	.	.	PUNCT
cana-2869	77	1	communications	communication	NOUN
cana-2869	77	2	on	on	ADP
cana-2869	77	3	applied	apply	VERB
cana-2869	77	4	nonlinear	nonlinear	ADJ
cana-2869	77	5	analysis	analysis	NOUN
cana-2869	77	6	issn	issn	NOUN
cana-2869	77	7	:	:	PUNCT
cana-2869	77	8	1074	1074	NUM
cana-2869	77	9	-	-	PUNCT
cana-2869	77	10	133x	133x	NUM
cana-2869	77	11	vol	vol	NOUN
cana-2869	77	12	32	32	NUM
cana-2869	77	13	no	no	NOUN
cana-2869	77	14	.	.	PUNCT
cana-2869	78	1	4s	4s	NUM
cana-2869	78	2	(	(	PUNCT
cana-2869	78	3	2025	2025	NUM
cana-2869	78	4	)	)	PUNCT
cana-2869	78	5	528	528	NUM
cana-2869	78	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	78	7	specifically	specifically	ADV
cana-2869	78	8	,	,	PUNCT
cana-2869	78	9	research	research	NOUN
cana-2869	78	10	has	have	AUX
cana-2869	78	11	focused	focus	VERB
cana-2869	78	12	on	on	ADP
cana-2869	78	13	high	high	ADJ
cana-2869	78	14	-	-	PUNCT
cana-2869	78	15	level	level	NOUN
cana-2869	78	16	statistical	statistical	ADJ
cana-2869	78	17	performance	performance	NOUN
cana-2869	78	18	,	,	PUNCT
cana-2869	78	19	system	system	NOUN
cana-2869	78	20	creation	creation	NOUN
cana-2869	78	21	,	,	PUNCT
cana-2869	78	22	and	and	CCONJ
cana-2869	78	23	testing	testing	NOUN
cana-2869	78	24	.	.	PUNCT
cana-2869	79	1	furthermore	furthermore	ADV
cana-2869	79	2	,	,	PUNCT
cana-2869	79	3	the	the	DET
cana-2869	79	4	analysis	analysis	NOUN
cana-2869	79	5	emphasises	emphasise	VERB
cana-2869	79	6	the	the	DET
cana-2869	79	7	use	use	NOUN
cana-2869	79	8	of	of	ADP
cana-2869	79	9	chatbots	chatbot	NOUN
cana-2869	79	10	in	in	ADP
cana-2869	79	11	education	education	NOUN
cana-2869	79	12	,	,	PUNCT
cana-2869	79	13	indicating	indicate	VERB
cana-2869	79	14	significant	significant	ADJ
cana-2869	79	15	potential	potential	NOUN
cana-2869	79	16	to	to	PART
cana-2869	79	17	improve	improve	VERB
cana-2869	79	18	the	the	DET
cana-2869	79	19	learning	learning	NOUN
cana-2869	79	20	process	process	NOUN
cana-2869	79	21	and	and	CCONJ
cana-2869	79	22	outcomes.[10	outcomes.[10	NOUN
cana-2869	79	23	]	]	X
cana-2869	79	24	3	3	X
cana-2869	79	25	.	.	PUNCT
cana-2869	79	26	methods	method	NOUN
cana-2869	79	27	3.1	3.1	NUM
cana-2869	79	28	about	about	ADP
cana-2869	79	29	dataset	dataset	VERB
cana-2869	79	30	the	the	DET
cana-2869	79	31	dataset	dataset	NOUN
cana-2869	79	32	used	use	VERB
cana-2869	79	33	in	in	ADP
cana-2869	79	34	this	this	DET
cana-2869	79	35	study	study	NOUN
cana-2869	79	36	is	be	AUX
cana-2869	79	37	intended	intend	VERB
cana-2869	79	38	to	to	PART
cana-2869	79	39	aid	aid	VERB
cana-2869	79	40	in	in	ADP
cana-2869	79	41	the	the	DET
cana-2869	79	42	creation	creation	NOUN
cana-2869	79	43	and	and	CCONJ
cana-2869	79	44	testing	testing	NOUN
cana-2869	79	45	of	of	ADP
cana-2869	79	46	an	an	DET
cana-2869	79	47	artificial	artificial	ADJ
cana-2869	79	48	intelligence	intelligence	NOUN
cana-2869	79	49	(	(	PUNCT
cana-2869	79	50	ai	ai	NOUN
cana-2869	79	51	)	)	PUNCT
cana-2869	79	52	chatbot	chatbot	NOUN
cana-2869	79	53	specialized	specialize	VERB
cana-2869	79	54	for	for	ADP
cana-2869	79	55	the	the	DET
cana-2869	79	56	manufacturing	manufacturing	NOUN
cana-2869	79	57	sector	sector	NOUN
cana-2869	79	58	.	.	PUNCT
cana-2869	80	1	the	the	DET
cana-2869	80	2	dataset	dataset	NOUN
cana-2869	80	3	is	be	AUX
cana-2869	80	4	made	make	VERB
cana-2869	80	5	up	up	ADP
cana-2869	80	6	of	of	ADP
cana-2869	80	7	real	real	ADJ
cana-2869	80	8	-	-	PUNCT
cana-2869	80	9	time	time	NOUN
cana-2869	80	10	data	datum	NOUN
cana-2869	80	11	from	from	ADP
cana-2869	80	12	the	the	DET
cana-2869	80	13	industrial	industrial	ADJ
cana-2869	80	14	internet	internet	NOUN
cana-2869	80	15	of	of	ADP
cana-2869	80	16	things	thing	NOUN
cana-2869	80	17	(	(	PUNCT
cana-2869	80	18	iot	iot	NOUN
cana-2869	80	19	)	)	PUNCT
cana-2869	80	20	environment	environment	NOUN
cana-2869	80	21	,	,	PUNCT
cana-2869	80	22	with	with	ADP
cana-2869	80	23	an	an	DET
cana-2869	80	24	emphasis	emphasis	NOUN
cana-2869	80	25	on	on	ADP
cana-2869	80	26	three	three	NUM
cana-2869	80	27	main	main	ADJ
cana-2869	80	28	aspects	aspect	NOUN
cana-2869	80	29	:	:	PUNCT
cana-2869	80	30	power	power	NOUN
cana-2869	80	31	consumption	consumption	NOUN
cana-2869	80	32	,	,	PUNCT
cana-2869	80	33	live	live	ADJ
cana-2869	80	34	voltage	voltage	NOUN
cana-2869	80	35	,	,	PUNCT
cana-2869	80	36	and	and	CCONJ
cana-2869	80	37	power	power	NOUN
cana-2869	80	38	factor	factor	NOUN
cana-2869	80	39	.	.	PUNCT
cana-2869	81	1	fig	fig	NOUN
cana-2869	81	2	1	1	NUM
cana-2869	81	3	:	:	PUNCT
cana-2869	81	4	data	datum	NOUN
cana-2869	81	5	format	format	NOUN
cana-2869	81	6	the	the	DET
cana-2869	81	7	dataset	dataset	NOUN
cana-2869	81	8	contains	contain	VERB
cana-2869	81	9	attributes	attribute	NOUN
cana-2869	81	10	like	like	ADP
cana-2869	81	11	live	live	ADJ
cana-2869	81	12	voltage	voltage	NOUN
cana-2869	81	13	data	datum	NOUN
cana-2869	81	14	,	,	PUNCT
cana-2869	81	15	energy	energy	NOUN
cana-2869	81	16	consumption	consumption	NOUN
cana-2869	81	17	data	datum	NOUN
cana-2869	81	18	,	,	PUNCT
cana-2869	81	19	power	power	NOUN
cana-2869	81	20	factor	factor	NOUN
cana-2869	81	21	data	data	PROPN
cana-2869	81	22	etc	etc	X
cana-2869	81	23	.	.	X
cana-2869	81	24	which	which	PRON
cana-2869	81	25	tells	tell	VERB
cana-2869	81	26	about	about	ADP
cana-2869	81	27	the	the	DET
cana-2869	81	28	current	current	ADJ
cana-2869	81	29	power	power	NOUN
cana-2869	81	30	consumption	consumption	NOUN
cana-2869	81	31	.	.	PUNCT
cana-2869	82	1	due	due	ADP
cana-2869	82	2	to	to	ADP
cana-2869	82	3	some	some	DET
cana-2869	82	4	security	security	NOUN
cana-2869	82	5	constraints	constraint	VERB
cana-2869	82	6	dummy	dummy	ADJ
cana-2869	82	7	snapshots	snapshot	NOUN
cana-2869	82	8	of	of	ADP
cana-2869	82	9	data	datum	NOUN
cana-2869	82	10	are	be	AUX
cana-2869	82	11	created	create	VERB
cana-2869	82	12	to	to	PART
cana-2869	82	13	illustrate	illustrate	VERB
cana-2869	82	14	basic	basic	ADJ
cana-2869	82	15	working	working	NOUN
cana-2869	82	16	fundamentals	fundamental	NOUN
cana-2869	82	17	.	.	PUNCT
cana-2869	83	1	3.1.1	3.1.1	NUM
cana-2869	83	2	data	datum	NOUN
cana-2869	83	3	tables	table	NOUN
cana-2869	83	4	:	:	PUNCT
cana-2869	83	5	a	a	X
cana-2869	83	6	)	)	PUNCT
cana-2869	83	7	power	power	NOUN
cana-2869	83	8	consumption	consumption	NOUN
cana-2869	83	9	data	datum	NOUN
cana-2869	83	10	this	this	DET
cana-2869	83	11	table	table	NOUN
cana-2869	83	12	contains	contain	VERB
cana-2869	83	13	data	datum	NOUN
cana-2869	83	14	on	on	ADP
cana-2869	83	15	power	power	NOUN
cana-2869	83	16	usage	usage	NOUN
cana-2869	83	17	in	in	ADP
cana-2869	83	18	the	the	DET
cana-2869	83	19	manufacturing	manufacturing	NOUN
cana-2869	83	20	environment	environment	NOUN
cana-2869	83	21	.	.	PUNCT
cana-2869	84	1	timestamps	timestamp	NOUN
cana-2869	84	2	,	,	PUNCT
cana-2869	84	3	device	device	NOUN
cana-2869	84	4	ids	id	NOUN
cana-2869	84	5	,	,	PUNCT
cana-2869	84	6	and	and	CCONJ
cana-2869	84	7	power	power	NOUN
cana-2869	84	8	usage	usage	NOUN
cana-2869	84	9	values	value	NOUN
cana-2869	84	10	are	be	AUX
cana-2869	84	11	examples	example	NOUN
cana-2869	84	12	of	of	ADP
cana-2869	84	13	key	key	ADJ
cana-2869	84	14	characteristics	characteristic	NOUN
cana-2869	84	15	.	.	PUNCT
cana-2869	85	1	the	the	DET
cana-2869	85	2	dataset	dataset	NOUN
cana-2869	85	3	attempts	attempt	NOUN
cana-2869	85	4	to	to	PART
cana-2869	85	5	give	give	VERB
cana-2869	85	6	information	information	NOUN
cana-2869	85	7	on	on	ADP
cana-2869	85	8	the	the	DET
cana-2869	85	9	energy	energy	NOUN
cana-2869	85	10	consumption	consumption	NOUN
cana-2869	85	11	trends	trend	NOUN
cana-2869	85	12	of	of	ADP
cana-2869	85	13	various	various	ADJ
cana-2869	85	14	devices	device	NOUN
cana-2869	85	15	or	or	CCONJ
cana-2869	85	16	equipment	equipment	NOUN
cana-2869	85	17	.	.	PUNCT
cana-2869	86	1	b	b	X
cana-2869	86	2	)	)	PUNCT
cana-2869	86	3	live	live	ADJ
cana-2869	86	4	voltage	voltage	NOUN
cana-2869	86	5	data	datum	NOUN
cana-2869	86	6	this	this	DET
cana-2869	86	7	table	table	NOUN
cana-2869	86	8	contains	contain	VERB
cana-2869	86	9	real	real	ADJ
cana-2869	86	10	-	-	PUNCT
cana-2869	86	11	time	time	NOUN
cana-2869	86	12	voltage	voltage	NOUN
cana-2869	86	13	readings	reading	NOUN
cana-2869	86	14	from	from	ADP
cana-2869	86	15	various	various	ADJ
cana-2869	86	16	devices	device	NOUN
cana-2869	86	17	or	or	CCONJ
cana-2869	86	18	components	component	NOUN
cana-2869	86	19	of	of	ADP
cana-2869	86	20	the	the	DET
cana-2869	86	21	production	production	NOUN
cana-2869	86	22	equipment	equipment	NOUN
cana-2869	86	23	.	.	PUNCT
cana-2869	87	1	the	the	DET
cana-2869	87	2	dataset	dataset	NOUN
cana-2869	87	3	's	's	PART
cana-2869	87	4	goal	goal	NOUN
cana-2869	87	5	is	be	AUX
cana-2869	87	6	to	to	PART
cana-2869	87	7	provide	provide	VERB
cana-2869	87	8	a	a	DET
cana-2869	87	9	comprehensive	comprehensive	ADJ
cana-2869	87	10	picture	picture	NOUN
cana-2869	87	11	of	of	ADP
cana-2869	87	12	voltage	voltage	NOUN
cana-2869	87	13	changes	change	NOUN
cana-2869	87	14	and	and	CCONJ
cana-2869	87	15	trends	trend	NOUN
cana-2869	87	16	.	.	PUNCT
cana-2869	88	1	c	c	X
cana-2869	88	2	)	)	PUNCT
cana-2869	88	3	power	power	NOUN
cana-2869	88	4	factor	factor	NOUN
cana-2869	88	5	data	datum	NOUN
cana-2869	88	6	this	this	DET
cana-2869	88	7	table	table	NOUN
cana-2869	88	8	contains	contain	VERB
cana-2869	88	9	information	information	NOUN
cana-2869	88	10	on	on	ADP
cana-2869	88	11	the	the	DET
cana-2869	88	12	power	power	NOUN
cana-2869	88	13	factor	factor	NOUN
cana-2869	88	14	values	value	NOUN
cana-2869	88	15	connected	connect	VERB
cana-2869	88	16	with	with	ADP
cana-2869	88	17	various	various	ADJ
cana-2869	88	18	equipment	equipment	NOUN
cana-2869	88	19	or	or	CCONJ
cana-2869	88	20	machines	machine	NOUN
cana-2869	88	21	in	in	ADP
cana-2869	88	22	the	the	DET
cana-2869	88	23	industrial	industrial	ADJ
cana-2869	88	24	environment	environment	NOUN
cana-2869	88	25	.	.	PUNCT
cana-2869	89	1	understanding	understand	VERB
cana-2869	89	2	the	the	DET
cana-2869	89	3	power	power	NOUN
cana-2869	89	4	factor	factor	NOUN
cana-2869	89	5	is	be	AUX
cana-2869	89	6	essential	essential	ADJ
cana-2869	89	7	for	for	ADP
cana-2869	89	8	improving	improve	VERB
cana-2869	89	9	energy	energy	NOUN
cana-2869	89	10	efficiency	efficiency	NOUN
cana-2869	89	11	.	.	PUNCT
cana-2869	90	1	potential	potential	ADJ
cana-2869	90	2	research	research	NOUN
cana-2869	90	3	applications	application	NOUN
cana-2869	90	4	:	:	PUNCT
cana-2869	90	5	●	●	PUNCT
cana-2869	90	6	design	design	NOUN
cana-2869	90	7	and	and	CCONJ
cana-2869	90	8	testing	testing	NOUN
cana-2869	90	9	of	of	ADP
cana-2869	90	10	ai	ai	PROPN
cana-2869	90	11	chatbots	chatbot	NOUN
cana-2869	90	12	for	for	ADP
cana-2869	90	13	real	real	ADJ
cana-2869	90	14	-	-	PUNCT
cana-2869	90	15	time	time	NOUN
cana-2869	90	16	monitoring	monitoring	NOUN
cana-2869	90	17	and	and	CCONJ
cana-2869	90	18	analysis	analysis	NOUN
cana-2869	90	19	of	of	ADP
cana-2869	90	20	industrial	industrial	ADJ
cana-2869	90	21	processes	process	NOUN
cana-2869	90	22	communications	communication	NOUN
cana-2869	90	23	on	on	ADP
cana-2869	90	24	applied	apply	VERB
cana-2869	90	25	nonlinear	nonlinear	ADJ
cana-2869	90	26	analysis	analysis	NOUN
cana-2869	90	27	issn	issn	NOUN
cana-2869	90	28	:	:	PUNCT
cana-2869	90	29	1074	1074	NUM
cana-2869	90	30	-	-	PUNCT
cana-2869	90	31	133x	133x	NUM
cana-2869	90	32	vol	vol	NOUN
cana-2869	90	33	32	32	NUM
cana-2869	90	34	no	no	NOUN
cana-2869	90	35	.	.	PUNCT
cana-2869	91	1	4s	4s	NUM
cana-2869	91	2	(	(	PUNCT
cana-2869	91	3	2025	2025	NUM
cana-2869	91	4	)	)	PUNCT
cana-2869	91	5	529	529	NUM
cana-2869	91	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	91	7	●	●	PUNCT
cana-2869	91	8	energy	energy	NOUN
cana-2869	91	9	optimisation	optimisation	NOUN
cana-2869	91	10	research	research	NOUN
cana-2869	91	11	in	in	ADP
cana-2869	91	12	the	the	DET
cana-2869	91	13	industrial	industrial	ADJ
cana-2869	91	14	business	business	NOUN
cana-2869	91	15	.	.	PUNCT
cana-2869	92	1	●	●	PUNCT
cana-2869	92	2	the	the	DET
cana-2869	92	3	study	study	NOUN
cana-2869	92	4	of	of	ADP
cana-2869	92	5	relationships	relationship	NOUN
cana-2869	92	6	and	and	CCONJ
cana-2869	92	7	trends	trend	NOUN
cana-2869	92	8	between	between	ADP
cana-2869	92	9	power	power	NOUN
cana-2869	92	10	consumption	consumption	NOUN
cana-2869	92	11	,	,	PUNCT
cana-2869	92	12	live	live	ADJ
cana-2869	92	13	voltage	voltage	NOUN
cana-2869	92	14	,	,	PUNCT
cana-2869	92	15	and	and	CCONJ
cana-2869	92	16	power	power	NOUN
cana-2869	92	17	factor	factor	NOUN
cana-2869	92	18	.	.	PUNCT
cana-2869	93	1	this	this	DET
cana-2869	93	2	dataset	dataset	NOUN
cana-2869	93	3	is	be	AUX
cana-2869	93	4	an	an	DET
cana-2869	93	5	excellent	excellent	ADJ
cana-2869	93	6	resource	resource	NOUN
cana-2869	93	7	for	for	ADP
cana-2869	93	8	academics	academic	NOUN
cana-2869	93	9	interested	interested	ADJ
cana-2869	93	10	in	in	ADP
cana-2869	93	11	investigating	investigate	VERB
cana-2869	93	12	the	the	DET
cana-2869	93	13	interaction	interaction	NOUN
cana-2869	93	14	of	of	ADP
cana-2869	93	15	ai	ai	ADJ
cana-2869	93	16	chatbots	chatbot	NOUN
cana-2869	93	17	,	,	PUNCT
cana-2869	93	18	industrial	industrial	ADJ
cana-2869	93	19	processes	process	NOUN
cana-2869	93	20	,	,	PUNCT
cana-2869	93	21	and	and	CCONJ
cana-2869	93	22	industrial	industrial	ADJ
cana-2869	93	23	iot	iot	PROPN
cana-2869	93	24	data	data	PROPN
cana-2869	93	25	.	.	PUNCT
cana-2869	94	1	iv	iv	X
cana-2869	94	2	.	.	PUNCT
cana-2869	94	3	methodology	methodology	PROPN
cana-2869	94	4	3.1.2	3.1.2	NUM
cana-2869	94	5	ai	ai	VERB
cana-2869	94	6	chatbot	chatbot	NOUN
cana-2869	94	7	development	development	NOUN
cana-2869	94	8	the	the	DET
cana-2869	94	9	development	development	NOUN
cana-2869	94	10	of	of	ADP
cana-2869	94	11	the	the	DET
cana-2869	94	12	ai	ai	PROPN
cana-2869	94	13	chatbot	chatbot	NOUN
cana-2869	94	14	involved	involve	VERB
cana-2869	94	15	a	a	DET
cana-2869	94	16	series	series	NOUN
cana-2869	94	17	of	of	ADP
cana-2869	94	18	steps	step	NOUN
cana-2869	94	19	leveraging	leverage	VERB
cana-2869	94	20	amazon	amazon	NOUN
cana-2869	94	21	web	web	NOUN
cana-2869	94	22	services	service	NOUN
cana-2869	94	23	(	(	PUNCT
cana-2869	94	24	aws	aw	NOUN
cana-2869	94	25	)	)	PUNCT
cana-2869	94	26	components	component	NOUN
cana-2869	94	27	,	,	PUNCT
cana-2869	94	28	including	include	VERB
cana-2869	94	29	amazon	amazon	PROPN
cana-2869	94	30	lex	lex	PROPN
cana-2869	94	31	,	,	PUNCT
cana-2869	94	32	s3	s3	PROPN
cana-2869	94	33	,	,	PUNCT
cana-2869	94	34	and	and	CCONJ
cana-2869	94	35	lambda	lambda	ADJ
cana-2869	94	36	functions	function	NOUN
cana-2869	94	37	.	.	PUNCT
cana-2869	95	1	the	the	DET
cana-2869	95	2	following	follow	VERB
cana-2869	95	3	details	detail	NOUN
cana-2869	95	4	the	the	DET
cana-2869	95	5	methodology	methodology	NOUN
cana-2869	95	6	employed	employ	VERB
cana-2869	95	7	for	for	ADP
cana-2869	95	8	designing	designing	NOUN
cana-2869	95	9	,	,	PUNCT
cana-2869	95	10	training	training	NOUN
cana-2869	95	11	,	,	PUNCT
cana-2869	95	12	and	and	CCONJ
cana-2869	95	13	implementing	implement	VERB
cana-2869	95	14	the	the	DET
cana-2869	95	15	chatbot	chatbot	NOUN
cana-2869	95	16	:	:	PUNCT
cana-2869	95	17	fig	fig	NOUN
cana-2869	95	18	2	2	NUM
cana-2869	95	19	:	:	PUNCT
cana-2869	95	20	flowchart	flowchart	NOUN
cana-2869	95	21	of	of	ADP
cana-2869	95	22	work	work	NOUN
cana-2869	95	23	done	do	VERB
cana-2869	95	24	1	1	NUM
cana-2869	95	25	.	.	X
cana-2869	96	1	amazon	amazon	PROPN
cana-2869	96	2	lex	lex	PROPN
cana-2869	96	3	for	for	ADP
cana-2869	96	4	natural	natural	ADJ
cana-2869	96	5	language	language	NOUN
cana-2869	96	6	processing	processing	NOUN
cana-2869	96	7	(	(	PUNCT
cana-2869	96	8	nlp	nlp	PROPN
cana-2869	96	9	):	):	PUNCT
cana-2869	96	10	amazon	amazon	PROPN
cana-2869	96	11	lex	lex	PROPN
cana-2869	96	12	,	,	PUNCT
cana-2869	96	13	a	a	DET
cana-2869	96	14	service	service	NOUN
cana-2869	96	15	for	for	ADP
cana-2869	96	16	building	build	VERB
cana-2869	96	17	conversational	conversational	ADJ
cana-2869	96	18	interfaces	interface	NOUN
cana-2869	96	19	,	,	PUNCT
cana-2869	96	20	was	be	AUX
cana-2869	96	21	employed	employ	VERB
cana-2869	96	22	for	for	ADP
cana-2869	96	23	its	its	PRON
cana-2869	96	24	advanced	advanced	ADJ
cana-2869	96	25	nlp	nlp	NOUN
cana-2869	96	26	capabilities	capability	NOUN
cana-2869	96	27	.	.	PUNCT
cana-2869	97	1	this	this	PRON
cana-2869	97	2	facilitated	facilitate	VERB
cana-2869	97	3	the	the	DET
cana-2869	97	4	chatbot	chatbot	NOUN
cana-2869	97	5	's	's	PART
cana-2869	97	6	understanding	understanding	NOUN
cana-2869	97	7	of	of	ADP
cana-2869	97	8	complex	complex	ADJ
cana-2869	97	9	manufacturing	manufacturing	NOUN
cana-2869	97	10	queries	query	NOUN
cana-2869	97	11	through	through	ADP
cana-2869	97	12	the	the	DET
cana-2869	97	13	creation	creation	NOUN
cana-2869	97	14	of	of	ADP
cana-2869	97	15	multiple	multiple	ADJ
cana-2869	97	16	intents	intent	NOUN
cana-2869	97	17	,	,	PUNCT
cana-2869	97	18	each	each	PRON
cana-2869	97	19	representing	represent	VERB
cana-2869	97	20	a	a	DET
cana-2869	97	21	different	different	ADJ
cana-2869	97	22	type	type	NOUN
cana-2869	97	23	of	of	ADP
cana-2869	97	24	user	user	NOUN
cana-2869	97	25	interaction	interaction	NOUN
cana-2869	97	26	.	.	PUNCT
cana-2869	98	1	2	2	X
cana-2869	98	2	.	.	X
cana-2869	98	3	training	training	NOUN
cana-2869	98	4	datasets	dataset	NOUN
cana-2869	98	5	:	:	PUNCT
cana-2869	98	6	diverse	diverse	ADJ
cana-2869	98	7	datasets	dataset	NOUN
cana-2869	98	8	related	relate	VERB
cana-2869	98	9	to	to	ADP
cana-2869	98	10	manufacturing	manufacturing	NOUN
cana-2869	98	11	processes	process	NOUN
cana-2869	98	12	were	be	AUX
cana-2869	98	13	utilized	utilize	VERB
cana-2869	98	14	to	to	PART
cana-2869	98	15	train	train	VERB
cana-2869	98	16	the	the	DET
cana-2869	98	17	chatbot	chatbot	NOUN
cana-2869	98	18	.	.	PUNCT
cana-2869	99	1	these	these	DET
cana-2869	99	2	datasets	dataset	NOUN
cana-2869	99	3	covered	cover	VERB
cana-2869	99	4	a	a	DET
cana-2869	99	5	range	range	NOUN
cana-2869	99	6	of	of	ADP
cana-2869	99	7	queries	query	NOUN
cana-2869	99	8	,	,	PUNCT
cana-2869	99	9	allowing	allow	VERB
cana-2869	99	10	the	the	DET
cana-2869	99	11	chatbot	chatbot	NOUN
cana-2869	99	12	to	to	PART
cana-2869	99	13	effectively	effectively	ADV
cana-2869	99	14	respond	respond	VERB
cana-2869	99	15	to	to	ADP
cana-2869	99	16	various	various	ADJ
cana-2869	99	17	user	user	NOUN
cana-2869	99	18	inputs	input	NOUN
cana-2869	99	19	related	relate	VERB
cana-2869	99	20	to	to	ADP
cana-2869	99	21	production	production	NOUN
cana-2869	99	22	,	,	PUNCT
cana-2869	99	23	equipment	equipment	NOUN
cana-2869	99	24	,	,	PUNCT
cana-2869	99	25	and	and	CCONJ
cana-2869	99	26	resource	resource	NOUN
cana-2869	99	27	management	management	NOUN
cana-2869	99	28	.	.	PUNCT
cana-2869	100	1	3	3	X
cana-2869	100	2	.	.	X
cana-2869	100	3	machine	machine	NOUN
cana-2869	100	4	learning	learning	NOUN
cana-2869	100	5	algorithms	algorithm	NOUN
cana-2869	100	6	:	:	PUNCT
cana-2869	100	7	the	the	DET
cana-2869	100	8	chatbot	chatbot	NOUN
cana-2869	100	9	's	's	PART
cana-2869	100	10	backend	backend	ADJ
cana-2869	100	11	incorporated	incorporated	ADJ
cana-2869	100	12	machine	machine	NOUN
cana-2869	100	13	learning	learn	VERB
cana-2869	100	14	algorithms	algorithm	NOUN
cana-2869	100	15	provided	provide	VERB
cana-2869	100	16	by	by	ADP
cana-2869	100	17	amazon	amazon	PROPN
cana-2869	100	18	lex	lex	PROPN
cana-2869	100	19	to	to	PART
cana-2869	100	20	continuously	continuously	ADV
cana-2869	100	21	improve	improve	VERB
cana-2869	100	22	its	its	PRON
cana-2869	100	23	understanding	understanding	NOUN
cana-2869	100	24	and	and	CCONJ
cana-2869	100	25	responses	response	NOUN
cana-2869	100	26	.	.	PUNCT
cana-2869	101	1	these	these	DET
cana-2869	101	2	algorithms	algorithm	NOUN
cana-2869	101	3	enabled	enable	VERB
cana-2869	101	4	the	the	DET
cana-2869	101	5	chatbot	chatbot	NOUN
cana-2869	101	6	to	to	PART
cana-2869	101	7	adapt	adapt	VERB
cana-2869	101	8	to	to	ADP
cana-2869	101	9	changing	change	VERB
cana-2869	101	10	patterns	pattern	NOUN
cana-2869	101	11	and	and	CCONJ
cana-2869	101	12	user	user	NOUN
cana-2869	101	13	behavior	behavior	NOUN
cana-2869	101	14	over	over	ADP
cana-2869	101	15	time	time	NOUN
cana-2869	101	16	.	.	PUNCT
cana-2869	102	1	4	4	X
cana-2869	102	2	.	.	X
cana-2869	102	3	lambda	lambda	ADJ
cana-2869	102	4	function	function	NOUN
cana-2869	102	5	for	for	ADP
cana-2869	102	6	integration	integration	NOUN
cana-2869	102	7	:	:	PUNCT
cana-2869	102	8	aws	aw	NOUN
cana-2869	102	9	lambda	lambda	NOUN
cana-2869	102	10	functions	function	NOUN
cana-2869	102	11	played	play	VERB
cana-2869	102	12	a	a	DET
cana-2869	102	13	pivotal	pivotal	ADJ
cana-2869	102	14	role	role	NOUN
cana-2869	102	15	in	in	ADP
cana-2869	102	16	connecting	connect	VERB
cana-2869	102	17	the	the	DET
cana-2869	102	18	chatbot	chatbot	NOUN
cana-2869	102	19	with	with	ADP
cana-2869	102	20	the	the	DET
cana-2869	102	21	manufacturing	manufacturing	NOUN
cana-2869	102	22	data	datum	NOUN
cana-2869	102	23	.	.	PUNCT
cana-2869	103	1	communications	communication	NOUN
cana-2869	103	2	on	on	ADP
cana-2869	103	3	applied	apply	VERB
cana-2869	103	4	nonlinear	nonlinear	ADJ
cana-2869	103	5	analysis	analysis	NOUN
cana-2869	103	6	issn	issn	NOUN
cana-2869	103	7	:	:	PUNCT
cana-2869	103	8	1074	1074	NUM
cana-2869	103	9	-	-	PUNCT
cana-2869	103	10	133x	133x	NUM
cana-2869	103	11	vol	vol	NOUN
cana-2869	103	12	32	32	NUM
cana-2869	103	13	no	no	NOUN
cana-2869	103	14	.	.	PUNCT
cana-2869	104	1	4s	4s	NUM
cana-2869	104	2	(	(	PUNCT
cana-2869	104	3	2025	2025	NUM
cana-2869	104	4	)	)	PUNCT
cana-2869	104	5	530	530	NUM
cana-2869	104	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	104	7	a	a	DET
cana-2869	104	8	python	python	NOUN
cana-2869	104	9	-	-	PUNCT
cana-2869	104	10	based	base	VERB
cana-2869	104	11	lambda	lambda	ADJ
cana-2869	104	12	function	function	NOUN
cana-2869	104	13	was	be	AUX
cana-2869	104	14	developed	develop	VERB
cana-2869	104	15	to	to	PART
cana-2869	104	16	handle	handle	VERB
cana-2869	104	17	the	the	DET
cana-2869	104	18	invocation	invocation	NOUN
cana-2869	104	19	of	of	ADP
cana-2869	104	20	the	the	DET
cana-2869	104	21	chatbot	chatbot	NOUN
cana-2869	104	22	and	and	CCONJ
cana-2869	104	23	manage	manage	VERB
cana-2869	104	24	the	the	DET
cana-2869	104	25	integration	integration	NOUN
cana-2869	104	26	with	with	ADP
cana-2869	104	27	the	the	DET
cana-2869	104	28	industrial	industrial	ADJ
cana-2869	104	29	internet	internet	NOUN
cana-2869	104	30	of	of	ADP
cana-2869	104	31	things	thing	NOUN
cana-2869	104	32	(	(	PUNCT
cana-2869	104	33	iiot	iiot	NOUN
cana-2869	104	34	)	)	PUNCT
cana-2869	104	35	data	datum	NOUN
cana-2869	104	36	.	.	PUNCT
cana-2869	105	1	3.2	3.2	NUM
cana-2869	105	2	chatbot	chatbot	NOUN
cana-2869	105	3	architecture	architecture	NOUN
cana-2869	105	4	fig	fig	NOUN
cana-2869	105	5	3	3	NUM
cana-2869	105	6	:	:	PUNCT
cana-2869	105	7	chatbot	chatbot	NOUN
cana-2869	105	8	architecture	architecture	NOUN
cana-2869	105	9	this	this	DET
cana-2869	105	10	architecture	architecture	NOUN
cana-2869	105	11	for	for	ADP
cana-2869	105	12	a	a	DET
cana-2869	105	13	chatbot	chatbot	NOUN
cana-2869	105	14	illustrates	illustrate	VERB
cana-2869	105	15	the	the	DET
cana-2869	105	16	complete	complete	ADJ
cana-2869	105	17	flow	flow	NOUN
cana-2869	105	18	of	of	ADP
cana-2869	105	19	how	how	SCONJ
cana-2869	105	20	users	user	NOUN
cana-2869	105	21	will	will	AUX
cana-2869	105	22	interact	interact	VERB
cana-2869	105	23	with	with	ADP
cana-2869	105	24	a	a	DET
cana-2869	105	25	particular	particular	ADJ
cana-2869	105	26	aws	aws	NOUN
cana-2869	105	27	service	service	NOUN
cana-2869	105	28	and	and	CCONJ
cana-2869	105	29	how	how	SCONJ
cana-2869	105	30	multiple	multiple	ADJ
cana-2869	105	31	aws	aws	NOUN
cana-2869	105	32	services	service	NOUN
cana-2869	105	33	work	work	VERB
cana-2869	105	34	in	in	ADP
cana-2869	105	35	synergy	synergy	NOUN
cana-2869	105	36	to	to	PART
cana-2869	105	37	provide	provide	VERB
cana-2869	105	38	accurate	accurate	ADJ
cana-2869	105	39	output	output	NOUN
cana-2869	105	40	.	.	PUNCT
cana-2869	106	1	3.2.1	3.2.1	NUM
cana-2869	106	2	integration	integration	NOUN
cana-2869	106	3	with	with	ADP
cana-2869	106	4	iiot	iiot	NOUN
cana-2869	106	5	data	datum	NOUN
cana-2869	106	6	the	the	DET
cana-2869	106	7	ai	ai	PROPN
cana-2869	106	8	chatbot	chatbot	NOUN
cana-2869	106	9	seamlessly	seamlessly	ADV
cana-2869	106	10	integrates	integrate	VERB
cana-2869	106	11	with	with	ADP
cana-2869	106	12	iiot	iiot	ADJ
cana-2869	106	13	data	datum	NOUN
cana-2869	106	14	through	through	ADP
cana-2869	106	15	the	the	DET
cana-2869	106	16	following	follow	VERB
cana-2869	106	17	mechanisms	mechanism	NOUN
cana-2869	106	18	:	:	PUNCT
cana-2869	106	19	1	1	X
cana-2869	106	20	.	.	X
cana-2869	106	21	data	datum	NOUN
cana-2869	106	22	storage	storage	NOUN
cana-2869	106	23	in	in	ADP
cana-2869	106	24	s3	s3	PROPN
cana-2869	106	25	bucket	bucket	NOUN
cana-2869	106	26	:	:	PUNCT
cana-2869	106	27	an	an	DET
cana-2869	106	28	amazon	amazon	NOUN
cana-2869	106	29	s3	s3	NOUN
cana-2869	106	30	bucket	bucket	NOUN
cana-2869	106	31	was	be	AUX
cana-2869	106	32	selected	select	VERB
cana-2869	106	33	as	as	ADP
cana-2869	106	34	the	the	DET
cana-2869	106	35	repository	repository	NOUN
cana-2869	106	36	of	of	ADP
cana-2869	106	37	industrial	industrial	ADJ
cana-2869	106	38	data	datum	NOUN
cana-2869	106	39	,	,	PUNCT
cana-2869	106	40	which	which	PRON
cana-2869	106	41	was	be	AUX
cana-2869	106	42	precisely	precisely	ADV
cana-2869	106	43	formatted	format	VERB
cana-2869	106	44	in	in	ADP
cana-2869	106	45	csv	csv	NOUN
cana-2869	106	46	files	file	NOUN
cana-2869	106	47	.	.	PUNCT
cana-2869	107	1	this	this	DET
cana-2869	107	2	decision	decision	NOUN
cana-2869	107	3	to	to	PART
cana-2869	107	4	use	use	VERB
cana-2869	107	5	a	a	DET
cana-2869	107	6	cloud	cloud	NOUN
cana-2869	107	7	-	-	PUNCT
cana-2869	107	8	based	base	VERB
cana-2869	107	9	storage	storage	NOUN
cana-2869	107	10	solution	solution	NOUN
cana-2869	107	11	expedited	expedite	VERB
cana-2869	107	12	the	the	DET
cana-2869	107	13	whole	whole	ADJ
cana-2869	107	14	lifecycle	lifecycle	NOUN
cana-2869	107	15	of	of	ADP
cana-2869	107	16	managing	manage	VERB
cana-2869	107	17	real	real	ADJ
cana-2869	107	18	-	-	PUNCT
cana-2869	107	19	time	time	NOUN
cana-2869	107	20	data	datum	NOUN
cana-2869	107	21	generated	generate	VERB
cana-2869	107	22	by	by	ADP
cana-2869	107	23	the	the	DET
cana-2869	107	24	dynamic	dynamic	ADJ
cana-2869	107	25	manufacturing	manufacturing	NOUN
cana-2869	107	26	environment	environment	NOUN
cana-2869	107	27	.	.	PUNCT
cana-2869	108	1	this	this	DET
cana-2869	108	2	digital	digital	PROPN
cana-2869	108	3	reservoir	reservoir	NOUN
cana-2869	108	4	's	's	PART
cana-2869	108	5	strategic	strategic	ADJ
cana-2869	108	6	placement	placement	NOUN
cana-2869	108	7	within	within	ADP
cana-2869	108	8	the	the	DET
cana-2869	108	9	amazon	amazon	NOUN
cana-2869	108	10	s3	s3	PROPN
cana-2869	108	11	infrastructure	infrastructure	NOUN
cana-2869	108	12	guarantees	guarantee	VERB
cana-2869	108	13	effective	effective	ADJ
cana-2869	108	14	retrieval	retrieval	NOUN
cana-2869	108	15	procedures	procedure	NOUN
cana-2869	108	16	.	.	PUNCT
cana-2869	109	1	because	because	SCONJ
cana-2869	109	2	of	of	ADP
cana-2869	109	3	the	the	DET
cana-2869	109	4	dynamic	dynamic	ADJ
cana-2869	109	5	nature	nature	NOUN
cana-2869	109	6	of	of	ADP
cana-2869	109	7	manufacturing	manufacturing	NOUN
cana-2869	109	8	,	,	PUNCT
cana-2869	109	9	a	a	DET
cana-2869	109	10	storage	storage	NOUN
cana-2869	109	11	solution	solution	NOUN
cana-2869	109	12	that	that	PRON
cana-2869	109	13	smoothly	smoothly	ADV
cana-2869	109	14	handles	handle	VERB
cana-2869	109	15	the	the	DET
cana-2869	109	16	steady	steady	ADJ
cana-2869	109	17	input	input	NOUN
cana-2869	109	18	of	of	ADP
cana-2869	109	19	real	real	ADJ
cana-2869	109	20	-	-	PUNCT
cana-2869	109	21	time	time	NOUN
cana-2869	109	22	data	datum	NOUN
cana-2869	109	23	is	be	AUX
cana-2869	109	24	required	require	VERB
cana-2869	109	25	,	,	PUNCT
cana-2869	109	26	and	and	CCONJ
cana-2869	109	27	amazon	amazon	PROPN
cana-2869	109	28	s3	s3	PROPN
cana-2869	109	29	's	's	PART
cana-2869	109	30	capabilities	capability	NOUN
cana-2869	109	31	precisely	precisely	ADV
cana-2869	109	32	match	match	VERB
cana-2869	109	33	this	this	DET
cana-2869	109	34	demand	demand	NOUN
cana-2869	109	35	.	.	PUNCT
cana-2869	110	1	in	in	ADP
cana-2869	110	2	essence	essence	NOUN
cana-2869	110	3	,	,	PUNCT
cana-2869	110	4	using	use	VERB
cana-2869	110	5	this	this	DET
cana-2869	110	6	cloud	cloud	NOUN
cana-2869	110	7	-	-	PUNCT
cana-2869	110	8	based	base	VERB
cana-2869	110	9	storage	storage	NOUN
cana-2869	110	10	option	option	NOUN
cana-2869	110	11	strengthens	strengthen	VERB
cana-2869	110	12	the	the	DET
cana-2869	110	13	system	system	NOUN
cana-2869	110	14	's	's	PART
cana-2869	110	15	capacity	capacity	NOUN
cana-2869	110	16	to	to	PART
cana-2869	110	17	handle	handle	VERB
cana-2869	110	18	and	and	CCONJ
cana-2869	110	19	harness	harness	VERB
cana-2869	110	20	large	large	ADJ
cana-2869	110	21	amounts	amount	NOUN
cana-2869	110	22	of	of	ADP
cana-2869	110	23	time	time	NOUN
cana-2869	110	24	-	-	PUNCT
cana-2869	110	25	sensitive	sensitive	ADJ
cana-2869	110	26	industrial	industrial	ADJ
cana-2869	110	27	data	datum	NOUN
cana-2869	110	28	efficiently	efficiently	ADV
cana-2869	110	29	.	.	PUNCT
cana-2869	111	1	2	2	X
cana-2869	111	2	.	.	X
cana-2869	111	3	chatbot	chatbot	NOUN
cana-2869	111	4	invocation	invocation	NOUN
cana-2869	111	5	:	:	PUNCT
cana-2869	111	6	when	when	SCONJ
cana-2869	111	7	a	a	DET
cana-2869	111	8	user	user	NOUN
cana-2869	111	9	interacts	interact	VERB
cana-2869	111	10	with	with	ADP
cana-2869	111	11	the	the	DET
cana-2869	111	12	chatbot	chatbot	NOUN
cana-2869	111	13	,	,	PUNCT
cana-2869	111	14	the	the	DET
cana-2869	111	15	associated	associate	VERB
cana-2869	111	16	intent	intent	NOUN
cana-2869	111	17	triggers	trigger	VERB
cana-2869	111	18	the	the	DET
cana-2869	111	19	lambda	lambda	ADJ
cana-2869	111	20	function	function	NOUN
cana-2869	111	21	.	.	PUNCT
cana-2869	112	1	the	the	DET
cana-2869	112	2	lambda	lambda	ADJ
cana-2869	112	3	function	function	NOUN
cana-2869	112	4	acts	act	VERB
cana-2869	112	5	as	as	ADP
cana-2869	112	6	a	a	DET
cana-2869	112	7	bridge	bridge	NOUN
cana-2869	112	8	between	between	ADP
cana-2869	112	9	the	the	DET
cana-2869	112	10	chatbot	chatbot	NOUN
cana-2869	112	11	and	and	CCONJ
cana-2869	112	12	the	the	DET
cana-2869	112	13	iiot	iiot	NOUN
cana-2869	112	14	data	datum	NOUN
cana-2869	112	15	stored	store	VERB
cana-2869	112	16	in	in	ADP
cana-2869	112	17	the	the	DET
cana-2869	112	18	s3	s3	PROPN
cana-2869	112	19	bucket	bucket	NOUN
cana-2869	112	20	.	.	PUNCT
cana-2869	113	1	fig	fig	NOUN
cana-2869	113	2	4	4	NUM
cana-2869	113	3	:	:	PUNCT
cana-2869	113	4	invocation	invocation	NOUN
cana-2869	113	5	of	of	ADP
cana-2869	113	6	chatbot	chatbot	NOUN
cana-2869	113	7	communications	communication	NOUN
cana-2869	113	8	on	on	ADP
cana-2869	113	9	applied	apply	VERB
cana-2869	113	10	nonlinear	nonlinear	ADJ
cana-2869	113	11	analysis	analysis	NOUN
cana-2869	113	12	issn	issn	NOUN
cana-2869	113	13	:	:	PUNCT
cana-2869	113	14	1074	1074	NUM
cana-2869	113	15	-	-	PUNCT
cana-2869	113	16	133x	133x	NUM
cana-2869	113	17	vol	vol	NOUN
cana-2869	113	18	32	32	NUM
cana-2869	114	1	no	no	NOUN
cana-2869	114	2	.	.	PUNCT
cana-2869	115	1	4s	4s	NUM
cana-2869	115	2	(	(	PUNCT
cana-2869	115	3	2025	2025	NUM
cana-2869	115	4	)	)	PUNCT
cana-2869	115	5	531	531	NUM
cana-2869	115	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	115	7	the	the	DET
cana-2869	115	8	lambda	lambda	ADJ
cana-2869	115	9	function	function	NOUN
cana-2869	115	10	processes	process	VERB
cana-2869	115	11	the	the	DET
cana-2869	115	12	utterance	utterance	NOUN
cana-2869	115	13	,	,	PUNCT
cana-2869	115	14	executing	execute	VERB
cana-2869	115	15	custom	custom	NOUN
cana-2869	115	16	logic	logic	NOUN
cana-2869	115	17	to	to	PART
cana-2869	115	18	retrieve	retrieve	VERB
cana-2869	115	19	,	,	PUNCT
cana-2869	115	20	analyze	analyze	VERB
cana-2869	115	21	,	,	PUNCT
cana-2869	115	22	or	or	CCONJ
cana-2869	115	23	manipulate	manipulate	VERB
cana-2869	115	24	the	the	DET
cana-2869	115	25	relevant	relevant	ADJ
cana-2869	115	26	iiot	iiot	NOUN
cana-2869	115	27	data	datum	NOUN
cana-2869	115	28	.	.	PUNCT
cana-2869	116	1	this	this	DET
cana-2869	116	2	seamless	seamless	ADJ
cana-2869	116	3	integration	integration	NOUN
cana-2869	116	4	enables	enable	VERB
cana-2869	116	5	the	the	DET
cana-2869	116	6	chatbot	chatbot	NOUN
cana-2869	116	7	to	to	PART
cana-2869	116	8	provide	provide	VERB
cana-2869	116	9	accurate	accurate	ADJ
cana-2869	116	10	and	and	CCONJ
cana-2869	116	11	real	real	ADJ
cana-2869	116	12	-	-	PUNCT
cana-2869	116	13	time	time	NOUN
cana-2869	116	14	responses	response	NOUN
cana-2869	116	15	to	to	ADP
cana-2869	116	16	user	user	NOUN
cana-2869	116	17	queries	query	NOUN
cana-2869	116	18	,	,	PUNCT
cana-2869	116	19	leveraging	leverage	VERB
cana-2869	116	20	the	the	DET
cana-2869	116	21	wealth	wealth	NOUN
cana-2869	116	22	of	of	ADP
cana-2869	116	23	information	information	NOUN
cana-2869	116	24	stored	store	VERB
cana-2869	116	25	within	within	ADP
cana-2869	116	26	the	the	DET
cana-2869	116	27	iiot	iiot	NOUN
cana-2869	116	28	infrastructure	infrastructure	NOUN
cana-2869	116	29	.	.	PUNCT
cana-2869	117	1	through	through	ADP
cana-2869	117	2	this	this	DET
cana-2869	117	3	orchestrated	orchestrated	ADJ
cana-2869	117	4	flow	flow	NOUN
cana-2869	117	5	,	,	PUNCT
cana-2869	117	6	users	user	NOUN
cana-2869	117	7	can	can	AUX
cana-2869	117	8	effortlessly	effortlessly	ADV
cana-2869	117	9	interact	interact	VERB
cana-2869	117	10	with	with	ADP
cana-2869	117	11	the	the	DET
cana-2869	117	12	chatbot	chatbot	NOUN
cana-2869	117	13	,	,	PUNCT
cana-2869	117	14	gaining	gain	VERB
cana-2869	117	15	valuable	valuable	ADJ
cana-2869	117	16	insights	insight	NOUN
cana-2869	117	17	and	and	CCONJ
cana-2869	117	18	updates	update	NOUN
cana-2869	117	19	from	from	ADP
cana-2869	117	20	the	the	DET
cana-2869	117	21	iiot	iiot	PROPN
cana-2869	117	22	data	data	PROPN
cana-2869	117	23	ecosystem	ecosystem	NOUN
cana-2869	117	24	.	.	PUNCT
cana-2869	118	1	3	3	X
cana-2869	118	2	.	.	X
cana-2869	118	3	lambda	lambda	ADJ
cana-2869	118	4	function	function	NOUN
cana-2869	118	5	implementation	implementation	NOUN
cana-2869	118	6	:	:	PUNCT
cana-2869	118	7	by	by	ADP
cana-2869	118	8	handling	handle	VERB
cana-2869	118	9	the	the	DET
cana-2869	118	10	dynamic	dynamic	ADJ
cana-2869	118	11	process	process	NOUN
cana-2869	118	12	of	of	ADP
cana-2869	118	13	obtaining	obtaining	NOUN
cana-2869	118	14	,	,	PUNCT
cana-2869	118	15	preparing	prepare	VERB
cana-2869	118	16	,	,	PUNCT
cana-2869	118	17	and	and	CCONJ
cana-2869	118	18	smoothly	smoothly	ADV
cana-2869	118	19	integrating	integrate	VERB
cana-2869	118	20	real	real	ADJ
cana-2869	118	21	-	-	PUNCT
cana-2869	118	22	time	time	NOUN
cana-2869	118	23	data	datum	NOUN
cana-2869	118	24	,	,	PUNCT
cana-2869	118	25	the	the	DET
cana-2869	118	26	python	python	NOUN
cana-2869	118	27	-	-	PUNCT
cana-2869	118	28	based	base	VERB
cana-2869	118	29	lambda	lambda	ADJ
cana-2869	118	30	function	function	NOUN
cana-2869	118	31	serves	serve	VERB
cana-2869	118	32	a	a	DET
cana-2869	118	33	critical	critical	ADJ
cana-2869	118	34	role	role	NOUN
cana-2869	118	35	inside	inside	ADP
cana-2869	118	36	the	the	DET
cana-2869	118	37	chatbot	chatbot	NOUN
cana-2869	118	38	system	system	NOUN
cana-2869	118	39	.	.	PUNCT
cana-2869	119	1	this	this	DET
cana-2869	119	2	comprehensive	comprehensive	ADJ
cana-2869	119	3	function	function	NOUN
cana-2869	119	4	guarantees	guarantee	VERB
cana-2869	119	5	that	that	SCONJ
cana-2869	119	6	the	the	DET
cana-2869	119	7	chatbot	chatbot	NOUN
cana-2869	119	8	's	's	PART
cana-2869	119	9	replies	reply	NOUN
cana-2869	119	10	are	be	AUX
cana-2869	119	11	always	always	ADV
cana-2869	119	12	up	up	ADP
cana-2869	119	13	to	to	ADP
cana-2869	119	14	date	date	NOUN
cana-2869	119	15	with	with	ADP
cana-2869	119	16	the	the	DET
cana-2869	119	17	most	most	ADV
cana-2869	119	18	recent	recent	ADJ
cana-2869	119	19	information	information	NOUN
cana-2869	119	20	.	.	PUNCT
cana-2869	120	1	the	the	DET
cana-2869	120	2	lambda	lambda	ADJ
cana-2869	120	3	function	function	NOUN
cana-2869	120	4	dramatically	dramatically	ADV
cana-2869	120	5	improves	improve	VERB
cana-2869	120	6	the	the	DET
cana-2869	120	7	correctness	correctness	NOUN
cana-2869	120	8	and	and	CCONJ
cana-2869	120	9	dependability	dependability	NOUN
cana-2869	120	10	of	of	ADP
cana-2869	120	11	the	the	DET
cana-2869	120	12	chatbot	chatbot	NOUN
cana-2869	120	13	's	's	PART
cana-2869	120	14	replies	reply	NOUN
cana-2869	120	15	by	by	ADP
cana-2869	120	16	actively	actively	ADV
cana-2869	120	17	retrieving	retrieve	VERB
cana-2869	120	18	and	and	CCONJ
cana-2869	120	19	preparing	prepare	VERB
cana-2869	120	20	up	up	ADP
cana-2869	120	21	-	-	PUNCT
cana-2869	120	22	to	to	ADP
cana-2869	120	23	-	-	PUNCT
cana-2869	120	24	date	date	NOUN
cana-2869	120	25	data	datum	NOUN
cana-2869	120	26	.	.	PUNCT
cana-2869	121	1	this	this	DET
cana-2869	121	2	constant	constant	ADJ
cana-2869	121	3	real	real	ADJ
cana-2869	121	4	-	-	PUNCT
cana-2869	121	5	time	time	NOUN
cana-2869	121	6	data	datum	NOUN
cana-2869	121	7	flow	flow	NOUN
cana-2869	121	8	enables	enable	VERB
cana-2869	121	9	the	the	DET
cana-2869	121	10	chatbot	chatbot	NOUN
cana-2869	121	11	to	to	PART
cana-2869	121	12	remain	remain	VERB
cana-2869	121	13	informed	informed	ADJ
cana-2869	121	14	and	and	CCONJ
cana-2869	121	15	responsive	responsive	ADJ
cana-2869	121	16	,	,	PUNCT
cana-2869	121	17	eventually	eventually	ADV
cana-2869	121	18	leading	lead	VERB
cana-2869	121	19	to	to	ADP
cana-2869	121	20	an	an	DET
cana-2869	121	21	enhanced	enhance	VERB
cana-2869	121	22	user	user	NOUN
cana-2869	121	23	experience	experience	NOUN
cana-2869	121	24	characterized	characterize	VERB
cana-2869	121	25	by	by	ADP
cana-2869	121	26	relevance	relevance	NOUN
cana-2869	121	27	and	and	CCONJ
cana-2869	121	28	timeliness	timeliness	NOUN
cana-2869	121	29	.	.	PUNCT
cana-2869	122	1	the	the	DET
cana-2869	122	2	continuous	continuous	ADJ
cana-2869	122	3	real	real	ADJ
cana-2869	122	4	-	-	PUNCT
cana-2869	122	5	time	time	NOUN
cana-2869	122	6	data	datum	NOUN
cana-2869	122	7	flow	flow	NOUN
cana-2869	122	8	empowers	empower	VERB
cana-2869	122	9	the	the	DET
cana-2869	122	10	chatbot	chatbot	NOUN
cana-2869	122	11	with	with	ADP
cana-2869	122	12	instant	instant	ADJ
cana-2869	122	13	information	information	NOUN
cana-2869	122	14	,	,	PUNCT
cana-2869	122	15	ensuring	ensure	VERB
cana-2869	122	16	prompt	prompt	ADJ
cana-2869	122	17	and	and	CCONJ
cana-2869	122	18	relevant	relevant	ADJ
cana-2869	122	19	responses	response	NOUN
cana-2869	122	20	.	.	PUNCT
cana-2869	123	1	this	this	DET
cana-2869	123	2	dynamic	dynamic	ADJ
cana-2869	123	3	stream	stream	NOUN
cana-2869	123	4	enables	enable	VERB
cana-2869	123	5	the	the	DET
cana-2869	123	6	chatbot	chatbot	NOUN
cana-2869	123	7	to	to	PART
cana-2869	123	8	adapt	adapt	VERB
cana-2869	123	9	swiftly	swiftly	ADV
cana-2869	123	10	to	to	ADP
cana-2869	123	11	user	user	NOUN
cana-2869	123	12	inquiries	inquiry	NOUN
cana-2869	123	13	,	,	PUNCT
cana-2869	123	14	enhancing	enhance	VERB
cana-2869	123	15	the	the	DET
cana-2869	123	16	overall	overall	ADJ
cana-2869	123	17	user	user	NOUN
cana-2869	123	18	experience	experience	NOUN
cana-2869	123	19	.	.	PUNCT
cana-2869	124	1	by	by	ADP
cana-2869	124	2	seamlessly	seamlessly	ADV
cana-2869	124	3	integrating	integrate	VERB
cana-2869	124	4	real	real	ADJ
cana-2869	124	5	-	-	PUNCT
cana-2869	124	6	time	time	NOUN
cana-2869	124	7	data	datum	NOUN
cana-2869	124	8	,	,	PUNCT
cana-2869	124	9	the	the	DET
cana-2869	124	10	chatbot	chatbot	NOUN
cana-2869	124	11	becomes	become	VERB
cana-2869	124	12	an	an	DET
cana-2869	124	13	indispensable	indispensable	ADJ
cana-2869	124	14	tool	tool	NOUN
cana-2869	124	15	,	,	PUNCT
cana-2869	124	16	providing	provide	VERB
cana-2869	124	17	users	user	NOUN
cana-2869	124	18	with	with	ADP
cana-2869	124	19	timely	timely	ADJ
cana-2869	124	20	insights	insight	NOUN
cana-2869	124	21	.	.	PUNCT
cana-2869	125	1	fig	fig	NOUN
cana-2869	125	2	5	5	NUM
cana-2869	125	3	:	:	PUNCT
cana-2869	125	4	chatbot	chatbot	NOUN
cana-2869	125	5	invocation	invocation	NOUN
cana-2869	125	6	through	through	ADP
cana-2869	125	7	getaverageenergyintent	getaverageenergyintent	PROPN
cana-2869	125	8	fig	fig	PROPN
cana-2869	125	9	6	6	NUM
cana-2869	125	10	:	:	PUNCT
cana-2869	125	11	implementation	implementation	NOUN
cana-2869	125	12	of	of	ADP
cana-2869	125	13	lambda	lambda	NOUN
cana-2869	125	14	function	function	VERB
cana-2869	125	15	the	the	DET
cana-2869	125	16	ai	ai	PROPN
cana-2869	125	17	chatbot	chatbot	NOUN
cana-2869	125	18	exhibits	exhibit	VERB
cana-2869	125	19	a	a	DET
cana-2869	125	20	remarkable	remarkable	ADJ
cana-2869	125	21	capacity	capacity	NOUN
cana-2869	125	22	to	to	PART
cana-2869	125	23	offer	offer	VERB
cana-2869	125	24	well	well	ADV
cana-2869	125	25	-	-	PUNCT
cana-2869	125	26	informed	inform	VERB
cana-2869	125	27	replies	reply	NOUN
cana-2869	125	28	by	by	ADP
cana-2869	125	29	employing	employ	VERB
cana-2869	125	30	a	a	DET
cana-2869	125	31	complete	complete	ADJ
cana-2869	125	32	integrated	integrate	VERB
cana-2869	125	33	strategy	strategy	NOUN
cana-2869	125	34	that	that	PRON
cana-2869	125	35	leverages	leverage	VERB
cana-2869	125	36	the	the	DET
cana-2869	125	37	capabilities	capability	NOUN
cana-2869	125	38	of	of	ADP
cana-2869	125	39	several	several	ADJ
cana-2869	125	40	aws	aw	NOUN
cana-2869	125	41	services	service	NOUN
cana-2869	125	42	.	.	PUNCT
cana-2869	126	1	this	this	PRON
cana-2869	126	2	is	be	AUX
cana-2869	126	3	communications	communication	NOUN
cana-2869	126	4	on	on	ADP
cana-2869	126	5	applied	apply	VERB
cana-2869	126	6	nonlinear	nonlinear	ADJ
cana-2869	126	7	analysis	analysis	NOUN
cana-2869	126	8	issn	issn	NOUN
cana-2869	126	9	:	:	PUNCT
cana-2869	126	10	1074	1074	NUM
cana-2869	126	11	-	-	PUNCT
cana-2869	126	12	133x	133x	NUM
cana-2869	126	13	vol	vol	NOUN
cana-2869	126	14	32	32	NUM
cana-2869	126	15	no	no	NOUN
cana-2869	126	16	.	.	PUNCT
cana-2869	127	1	4s	4s	NUM
cana-2869	127	2	(	(	PUNCT
cana-2869	127	3	2025	2025	NUM
cana-2869	127	4	)	)	PUNCT
cana-2869	127	5	532	532	NUM
cana-2869	127	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-2869	127	7	accomplished	accomplish	VERB
cana-2869	127	8	by	by	ADP
cana-2869	127	9	building	build	VERB
cana-2869	127	10	a	a	DET
cana-2869	127	11	symbiotic	symbiotic	ADJ
cana-2869	127	12	link	link	NOUN
cana-2869	127	13	between	between	ADP
cana-2869	127	14	sophisticated	sophisticated	ADJ
cana-2869	127	15	technology	technology	NOUN
cana-2869	127	16	and	and	CCONJ
cana-2869	127	17	the	the	DET
cana-2869	127	18	industrial	industrial	ADJ
cana-2869	127	19	sector	sector	NOUN
cana-2869	127	20	via	via	ADP
cana-2869	127	21	a	a	DET
cana-2869	127	22	smooth	smooth	ADJ
cana-2869	127	23	and	and	CCONJ
cana-2869	127	24	efficient	efficient	ADJ
cana-2869	127	25	interface	interface	NOUN
cana-2869	127	26	with	with	ADP
cana-2869	127	27	industrial	industrial	ADJ
cana-2869	127	28	internet	internet	NOUN
cana-2869	127	29	of	of	ADP
cana-2869	127	30	things	thing	NOUN
cana-2869	127	31	(	(	PUNCT
cana-2869	127	32	iiot	iiot	NOUN
cana-2869	127	33	)	)	PUNCT
cana-2869	127	34	data	datum	NOUN
cana-2869	127	35	.	.	PUNCT
cana-2869	128	1	the	the	DET
cana-2869	128	2	incorporation	incorporation	NOUN
cana-2869	128	3	of	of	ADP
cana-2869	128	4	aws	aws	NOUN
cana-2869	128	5	services	service	NOUN
cana-2869	128	6	not	not	PART
cana-2869	128	7	only	only	ADV
cana-2869	128	8	strengthens	strengthen	VERB
cana-2869	128	9	the	the	DET
cana-2869	128	10	chatbot	chatbot	NOUN
cana-2869	128	11	's	's	PART
cana-2869	128	12	technological	technological	ADJ
cana-2869	128	13	capabilities	capability	NOUN
cana-2869	128	14	,	,	PUNCT
cana-2869	128	15	but	but	CCONJ
cana-2869	128	16	also	also	ADV
cana-2869	128	17	increases	increase	VERB
cana-2869	128	18	its	its	PRON
cana-2869	128	19	efficacy	efficacy	NOUN
cana-2869	128	20	in	in	ADP
cana-2869	128	21	traversing	traverse	VERB
cana-2869	128	22	the	the	DET
cana-2869	128	23	complexities	complexity	NOUN
cana-2869	128	24	of	of	ADP
cana-2869	128	25	real	real	ADJ
cana-2869	128	26	-	-	PUNCT
cana-2869	128	27	time	time	NOUN
cana-2869	128	28	data	datum	NOUN
cana-2869	128	29	from	from	ADP
cana-2869	128	30	industrial	industrial	ADJ
cana-2869	128	31	operations	operation	NOUN
cana-2869	128	32	.	.	PUNCT
cana-2869	129	1	the	the	DET
cana-2869	129	2	combination	combination	NOUN
cana-2869	129	3	of	of	ADP
cana-2869	129	4	aws	aws	NOUN
cana-2869	129	5	services	service	NOUN
cana-2869	129	6	with	with	ADP
cana-2869	129	7	iiot	iiot	NOUN
cana-2869	129	8	data	datum	NOUN
cana-2869	129	9	not	not	PART
cana-2869	129	10	only	only	ADV
cana-2869	129	11	improves	improve	VERB
cana-2869	129	12	the	the	DET
cana-2869	129	13	chatbot	chatbot	NOUN
cana-2869	129	14	's	's	PART
cana-2869	129	15	efficacy	efficacy	NOUN
cana-2869	129	16	but	but	CCONJ
cana-2869	129	17	also	also	ADV
cana-2869	129	18	positions	position	VERB
cana-2869	129	19	it	it	PRON
cana-2869	129	20	as	as	ADP
cana-2869	129	21	a	a	DET
cana-2869	129	22	strategic	strategic	ADJ
cana-2869	129	23	asset	asset	NOUN
cana-2869	129	24	in	in	ADP
cana-2869	129	25	the	the	DET
cana-2869	129	26	industrial	industrial	ADJ
cana-2869	129	27	sector	sector	NOUN
cana-2869	129	28	's	's	PART
cana-2869	129	29	quest	quest	NOUN
cana-2869	129	30	of	of	ADP
cana-2869	129	31	operational	operational	ADJ
cana-2869	129	32	excellence	excellence	PROPN
cana-2869	129	33	and	and	CCONJ
cana-2869	129	34	informed	informed	ADJ
cana-2869	129	35	decisionmaking	decisionmaking	NOUN
cana-2869	129	36	.	.	PUNCT
cana-2869	130	1	4	4	X
cana-2869	130	2	.	.	NOUN
cana-2869	130	3	results	result	NOUN
cana-2869	130	4	and	and	CCONJ
cana-2869	130	5	discussion	discussion	NOUN
cana-2869	130	6	4.1	4.1	NUM
cana-2869	130	7	chatbot	chatbot	NOUN
cana-2869	130	8	features	feature	VERB
cana-2869	130	9	a	a	DET
cana-2869	130	10	)	)	PUNCT
cana-2869	130	11	real	real	ADJ
cana-2869	130	12	-	-	PUNCT
cana-2869	130	13	time	time	NOUN
cana-2869	130	14	monitoring	monitoring	NOUN
cana-2869	130	15	the	the	DET
cana-2869	130	16	ai	ai	ADJ
cana-2869	130	17	chatbot	chatbot	NOUN
cana-2869	130	18	excels	excel	NOUN
cana-2869	130	19	in	in	ADP
cana-2869	130	20	real	real	ADJ
cana-2869	130	21	-	-	PUNCT
cana-2869	130	22	time	time	NOUN
cana-2869	130	23	monitoring	monitoring	NOUN
cana-2869	130	24	capabilities	capability	NOUN
cana-2869	130	25	,	,	PUNCT
cana-2869	130	26	actively	actively	ADV
cana-2869	130	27	observing	observe	VERB
cana-2869	130	28	and	and	CCONJ
cana-2869	130	29	analyzing	analyze	VERB
cana-2869	130	30	ongoing	ongoing	ADJ
cana-2869	130	31	manufacturing	manufacturing	NOUN
cana-2869	130	32	processes	process	NOUN
cana-2869	130	33	.	.	PUNCT
cana-2869	131	1	leveraging	leverage	VERB
cana-2869	131	2	amazon	amazon	PROPN
cana-2869	131	3	lex	lex	PROPN
cana-2869	131	4	's	's	PART
cana-2869	131	5	conversational	conversational	ADJ
cana-2869	131	6	abilities	ability	NOUN
cana-2869	131	7	,	,	PUNCT
cana-2869	131	8	the	the	DET
cana-2869	131	9	chatbot	chatbot	NOUN
cana-2869	131	10	interacts	interact	VERB
cana-2869	131	11	with	with	ADP
cana-2869	131	12	users	user	NOUN
cana-2869	131	13	,	,	PUNCT
cana-2869	131	14	triggering	trigger	VERB
cana-2869	131	15	requests	request	NOUN
cana-2869	131	16	for	for	ADP
cana-2869	131	17	real	real	ADJ
cana-2869	131	18	-	-	PUNCT
cana-2869	131	19	time	time	NOUN
cana-2869	131	20	data	datum	NOUN
cana-2869	131	21	.	.	PUNCT
cana-2869	132	1	the	the	DET
cana-2869	132	2	integration	integration	NOUN
cana-2869	132	3	with	with	ADP
cana-2869	132	4	aws	aw	NOUN
cana-2869	132	5	services	service	NOUN
cana-2869	132	6	enables	enable	VERB
cana-2869	132	7	the	the	DET
cana-2869	132	8	chatbot	chatbot	NOUN
cana-2869	132	9	to	to	PART
cana-2869	132	10	seamlessly	seamlessly	ADV
cana-2869	132	11	retrieve	retrieve	VERB
cana-2869	132	12	live	live	ADJ
cana-2869	132	13	data	datum	NOUN
cana-2869	132	14	from	from	ADP
cana-2869	132	15	the	the	DET
cana-2869	132	16	s3	s3	PROPN
cana-2869	132	17	bucket	bucket	NOUN
cana-2869	132	18	.	.	PUNCT
cana-2869	133	1	mechanism	mechanism	NOUN
cana-2869	133	2	:	:	PUNCT
cana-2869	133	3	1	1	X
cana-2869	133	4	.	.	X
cana-2869	133	5	user	user	NOUN
cana-2869	133	6	interaction	interaction	NOUN
cana-2869	133	7	:	:	PUNCT
cana-2869	133	8	users	user	NOUN
cana-2869	133	9	can	can	AUX
cana-2869	133	10	inquire	inquire	VERB
cana-2869	133	11	about	about	ADP
cana-2869	133	12	the	the	DET
cana-2869	133	13	current	current	ADJ
cana-2869	133	14	status	status	NOUN
cana-2869	133	15	of	of	ADP
cana-2869	133	16	machinery	machinery	NOUN
cana-2869	133	17	,	,	PUNCT
cana-2869	133	18	production	production	NOUN
cana-2869	133	19	rates	rate	NOUN
cana-2869	133	20	,	,	PUNCT
cana-2869	133	21	or	or	CCONJ
cana-2869	133	22	any	any	DET
cana-2869	133	23	specific	specific	ADJ
cana-2869	133	24	parameter	parameter	NOUN
cana-2869	133	25	of	of	ADP
cana-2869	133	26	interest	interest	NOUN
cana-2869	133	27	.	.	PUNCT
cana-2869	134	1	2	2	X
cana-2869	134	2	.	.	X
cana-2869	134	3	data	datum	NOUN
cana-2869	134	4	retrieval	retrieval	NOUN
cana-2869	134	5	:	:	PUNCT
cana-2869	134	6	the	the	DET
cana-2869	134	7	chatbot	chatbot	NOUN
cana-2869	134	8	triggers	trigger	VERB
cana-2869	134	9	the	the	DET
cana-2869	134	10	lambda	lambda	ADJ
cana-2869	134	11	function	function	NOUN
cana-2869	134	12	,	,	PUNCT
cana-2869	134	13	which	which	PRON
cana-2869	134	14	fetches	fetch	VERB
cana-2869	134	15	the	the	DET
cana-2869	134	16	relevant	relevant	ADJ
cana-2869	134	17	real	real	ADJ
cana-2869	134	18	time	time	NOUN
cana-2869	134	19	data	datum	NOUN
cana-2869	134	20	from	from	ADP
cana-2869	134	21	the	the	DET
cana-2869	134	22	s3	s3	PROPN
cana-2869	134	23	bucket	bucket	NOUN
cana-2869	134	24	.	.	PUNCT
cana-2869	135	1	3	3	X
cana-2869	135	2	.	.	X
cana-2869	135	3	analysis	analysis	NOUN
cana-2869	135	4	:	:	PUNCT
cana-2869	135	5	the	the	DET
cana-2869	135	6	retrieved	retrieve	VERB
cana-2869	135	7	data	datum	NOUN
cana-2869	135	8	is	be	AUX
cana-2869	135	9	analyzed	analyze	VERB
cana-2869	135	10	instantly	instantly	ADV
cana-2869	135	11	,	,	PUNCT
cana-2869	135	12	allowing	allow	VERB
cana-2869	135	13	the	the	DET
cana-2869	135	14	chatbot	chatbot	NOUN
cana-2869	135	15	to	to	PART
cana-2869	135	16	provide	provide	VERB
cana-2869	135	17	users	user	NOUN
cana-2869	135	18	with	with	ADP
cana-2869	135	19	up	up	ADP
cana-2869	135	20	-	-	PUNCT
cana-2869	135	21	to	to	ADP
cana-2869	135	22	-	-	PUNCT
cana-2869	135	23	the	the	DET
cana-2869	135	24	-	-	PUNCT
cana-2869	135	25	minute	minute	NOUN
cana-2869	135	26	insights	insight	NOUN
cana-2869	135	27	into	into	ADP
cana-2869	135	28	production	production	NOUN
cana-2869	135	29	activities	activity	NOUN
cana-2869	135	30	.	.	PUNCT
cana-2869	136	1	benefits	benefit	NOUN
cana-2869	136	2	:	:	PUNCT
cana-2869	136	3	quick	quick	ADJ
cana-2869	136	4	decision	decision	NOUN
cana-2869	136	5	-	-	PUNCT
cana-2869	136	6	making	making	NOUN
cana-2869	136	7	:	:	PUNCT
cana-2869	136	8	real	real	ADJ
cana-2869	136	9	-	-	PUNCT
cana-2869	136	10	time	time	NOUN
cana-2869	136	11	monitoring	monitoring	NOUN
cana-2869	136	12	empowers	empower	VERB
cana-2869	136	13	manufacturing	manufacture	VERB
cana-2869	136	14	stakeholders	stakeholder	NOUN
cana-2869	136	15	to	to	PART
cana-2869	136	16	make	make	VERB
cana-2869	136	17	informed	informed	ADJ
cana-2869	136	18	decisions	decision	NOUN
cana-2869	136	19	promptly	promptly	ADV
cana-2869	136	20	,	,	PUNCT
cana-2869	136	21	responding	respond	VERB
cana-2869	136	22	to	to	ADP
cana-2869	136	23	dynamic	dynamic	ADJ
cana-2869	136	24	changes	change	NOUN
cana-2869	136	25	on	on	ADP
cana-2869	136	26	the	the	DET
cana-2869	136	27	production	production	NOUN
cana-2869	136	28	floor	floor	NOUN
cana-2869	136	29	.	.	PUNCT
cana-2869	137	1	b.	b.	PROPN
cana-2869	137	2	predictive	predictive	ADJ
cana-2869	137	3	maintenance	maintenance	NOUN
cana-2869	137	4	the	the	DET
cana-2869	137	5	chatbot	chatbot	NOUN
cana-2869	137	6	employs	employ	VERB
cana-2869	137	7	predictive	predictive	ADJ
cana-2869	137	8	maintenance	maintenance	NOUN
cana-2869	137	9	strategies	strategy	NOUN
cana-2869	137	10	to	to	PART
cana-2869	137	11	forecast	forecast	VERB
cana-2869	137	12	potential	potential	ADJ
cana-2869	137	13	equipment	equipment	NOUN
cana-2869	137	14	failures	failure	NOUN
cana-2869	137	15	or	or	CCONJ
cana-2869	137	16	maintenance	maintenance	NOUN
cana-2869	137	17	needs	need	NOUN
cana-2869	137	18	.	.	PUNCT
cana-2869	138	1	by	by	ADP
cana-2869	138	2	analyzing	analyze	VERB
cana-2869	138	3	historical	historical	ADJ
cana-2869	138	4	and	and	CCONJ
cana-2869	138	5	real	real	ADJ
cana-2869	138	6	-	-	PUNCT
cana-2869	138	7	time	time	NOUN
cana-2869	138	8	data	datum	NOUN
cana-2869	138	9	,	,	PUNCT
cana-2869	138	10	the	the	DET
cana-2869	138	11	chatbot	chatbot	NOUN
cana-2869	138	12	can	can	AUX
cana-2869	138	13	anticipate	anticipate	VERB
cana-2869	138	14	issues	issue	NOUN
cana-2869	138	15	before	before	SCONJ
cana-2869	138	16	they	they	PRON
cana-2869	138	17	escalate	escalate	VERB
cana-2869	138	18	,	,	PUNCT
cana-2869	138	19	reducing	reduce	VERB
cana-2869	138	20	downtime	downtime	NOUN
cana-2869	138	21	and	and	CCONJ
cana-2869	138	22	optimizing	optimize	VERB
cana-2869	138	23	operational	operational	ADJ
cana-2869	138	24	efficiency	efficiency	NOUN
cana-2869	138	25	.	.	PUNCT
cana-2869	139	1	mechanism	mechanism	NOUN
cana-2869	139	2	:	:	PUNCT
cana-2869	139	3	1	1	X
cana-2869	139	4	.	.	X
cana-2869	139	5	data	datum	NOUN
cana-2869	139	6	analysis	analysis	NOUN
cana-2869	139	7	:	:	PUNCT
cana-2869	139	8	the	the	DET
cana-2869	139	9	chatbot	chatbot	NOUN
cana-2869	139	10	continuously	continuously	ADV
cana-2869	139	11	analyzes	analyze	VERB
cana-2869	139	12	historical	historical	ADJ
cana-2869	139	13	maintenance	maintenance	NOUN
cana-2869	139	14	data	datum	NOUN
cana-2869	139	15	stored	store	VERB
cana-2869	139	16	in	in	ADP
cana-2869	139	17	the	the	DET
cana-2869	139	18	s3	s3	PROPN
cana-2869	139	19	bucket	bucket	NOUN
cana-2869	139	20	,	,	PUNCT
cana-2869	139	21	identifying	identify	VERB
cana-2869	139	22	communications	communication	NOUN
cana-2869	139	23	on	on	ADP
cana-2869	139	24	applied	apply	VERB
cana-2869	139	25	nonlinear	nonlinear	ADJ
cana-2869	139	26	analysis	analysis	NOUN
cana-2869	139	27	issn	issn	NOUN
cana-2869	139	28	:	:	PUNCT
cana-2869	139	29	1074	1074	NUM
cana-2869	139	30	-	-	PUNCT
cana-2869	139	31	133x	133x	NUM
cana-2869	139	32	vol	vol	NOUN
cana-2869	139	33	32	32	NUM
cana-2869	139	34	no	no	NOUN
cana-2869	139	35	.	.	PUNCT
cana-2869	140	1	4s	4s	NUM
cana-2869	140	2	(	(	PUNCT
cana-2869	140	3	2025	2025	NUM
cana-2869	140	4	)	)	PUNCT
cana-2869	140	5	533	533	NUM
cana-2869	140	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	140	7	patterns	pattern	NOUN
cana-2869	140	8	indicative	indicative	ADJ
cana-2869	140	9	of	of	ADP
cana-2869	140	10	potential	potential	ADJ
cana-2869	140	11	issues	issue	NOUN
cana-2869	140	12	.	.	PUNCT
cana-2869	141	1	2	2	X
cana-2869	141	2	.	.	X
cana-2869	141	3	predictive	predictive	ADJ
cana-2869	141	4	analytics	analytic	NOUN
cana-2869	141	5	:	:	PUNCT
cana-2869	141	6	machine	machine	NOUN
cana-2869	141	7	learning	learning	NOUN
cana-2869	141	8	algorithms	algorithm	NOUN
cana-2869	141	9	,	,	PUNCT
cana-2869	141	10	integrated	integrate	VERB
cana-2869	141	11	into	into	ADP
cana-2869	141	12	the	the	DET
cana-2869	141	13	chatbot	chatbot	NOUN
cana-2869	141	14	,	,	PUNCT
cana-2869	141	15	predict	predict	VERB
cana-2869	141	16	future	future	ADJ
cana-2869	141	17	maintenance	maintenance	NOUN
cana-2869	141	18	requirements	requirement	NOUN
cana-2869	141	19	based	base	VERB
cana-2869	141	20	on	on	ADP
cana-2869	141	21	ongoing	ongoing	ADJ
cana-2869	141	22	and	and	CCONJ
cana-2869	141	23	historical	historical	ADJ
cana-2869	141	24	trends	trend	NOUN
cana-2869	141	25	.	.	PUNCT
cana-2869	142	1	3	3	X
cana-2869	142	2	.	.	X
cana-2869	142	3	alerts	alert	NOUN
cana-2869	142	4	and	and	CCONJ
cana-2869	142	5	recommendations	recommendation	NOUN
cana-2869	142	6	:	:	PUNCT
cana-2869	142	7	the	the	DET
cana-2869	142	8	chatbot	chatbot	NOUN
cana-2869	142	9	delivers	deliver	VERB
cana-2869	142	10	alerts	alert	NOUN
cana-2869	142	11	to	to	ADP
cana-2869	142	12	relevant	relevant	ADJ
cana-2869	142	13	personnel	personnel	NOUN
cana-2869	142	14	and	and	CCONJ
cana-2869	142	15	provides	provide	VERB
cana-2869	142	16	proactive	proactive	ADJ
cana-2869	142	17	maintenance	maintenance	NOUN
cana-2869	142	18	recommendations	recommendation	NOUN
cana-2869	142	19	to	to	PART
cana-2869	142	20	mitigate	mitigate	VERB
cana-2869	142	21	potential	potential	ADJ
cana-2869	142	22	disruptions	disruption	NOUN
cana-2869	142	23	.	.	PUNCT
cana-2869	143	1	benefits	benefit	NOUN
cana-2869	143	2	:	:	PUNCT
cana-2869	143	3	minimized	minimized	ADJ
cana-2869	143	4	downtime	downtime	NOUN
cana-2869	143	5	:	:	PUNCT
cana-2869	143	6	predictive	predictive	ADJ
cana-2869	143	7	maintenance	maintenance	NOUN
cana-2869	143	8	helps	help	VERB
cana-2869	143	9	in	in	ADP
cana-2869	143	10	addressing	address	VERB
cana-2869	143	11	issues	issue	NOUN
cana-2869	143	12	before	before	SCONJ
cana-2869	143	13	they	they	PRON
cana-2869	143	14	lead	lead	VERB
cana-2869	143	15	to	to	ADP
cana-2869	143	16	equipment	equipment	NOUN
cana-2869	143	17	failures	failure	NOUN
cana-2869	143	18	,	,	PUNCT
cana-2869	143	19	minimizing	minimize	VERB
cana-2869	143	20	downtime	downtime	NOUN
cana-2869	143	21	and	and	CCONJ
cana-2869	143	22	optimizing	optimize	VERB
cana-2869	143	23	resource	resource	NOUN
cana-2869	143	24	utilization	utilization	NOUN
cana-2869	143	25	.	.	PUNCT
cana-2869	144	1	c.	c.	NOUN
cana-2869	144	2	energy	energy	NOUN
cana-2869	144	3	-	-	PUNCT
cana-2869	144	4	saving	save	VERB
cana-2869	144	5	suggestions	suggestion	NOUN
cana-2869	144	6	the	the	DET
cana-2869	144	7	chatbot	chatbot	NOUN
cana-2869	144	8	actively	actively	ADV
cana-2869	144	9	contributes	contribute	VERB
cana-2869	144	10	to	to	ADP
cana-2869	144	11	energy	energy	NOUN
cana-2869	144	12	optimization	optimization	NOUN
cana-2869	144	13	within	within	ADP
cana-2869	144	14	the	the	DET
cana-2869	144	15	manufacturing	manufacturing	NOUN
cana-2869	144	16	environment	environment	NOUN
cana-2869	144	17	.	.	PUNCT
cana-2869	145	1	by	by	ADP
cana-2869	145	2	analyzing	analyze	VERB
cana-2869	145	3	power	power	NOUN
cana-2869	145	4	consumption	consumption	NOUN
cana-2869	145	5	,	,	PUNCT
cana-2869	145	6	live	live	ADJ
cana-2869	145	7	voltage	voltage	NOUN
cana-2869	145	8	,	,	PUNCT
cana-2869	145	9	and	and	CCONJ
cana-2869	145	10	power	power	NOUN
cana-2869	145	11	factor	factor	NOUN
cana-2869	145	12	data	datum	NOUN
cana-2869	145	13	,	,	PUNCT
cana-2869	145	14	the	the	DET
cana-2869	145	15	chatbot	chatbot	NOUN
cana-2869	145	16	generates	generate	VERB
cana-2869	145	17	specific	specific	ADJ
cana-2869	145	18	suggestions	suggestion	NOUN
cana-2869	145	19	to	to	PART
cana-2869	145	20	optimize	optimize	VERB
cana-2869	145	21	energy	energy	NOUN
cana-2869	145	22	usage	usage	NOUN
cana-2869	145	23	.	.	PUNCT
cana-2869	146	1	mechanism	mechanism	NOUN
cana-2869	146	2	:	:	PUNCT
cana-2869	146	3	1	1	X
cana-2869	146	4	.	.	X
cana-2869	146	5	data	datum	NOUN
cana-2869	146	6	analysis	analysis	NOUN
cana-2869	146	7	:	:	PUNCT
cana-2869	146	8	the	the	DET
cana-2869	146	9	chatbot	chatbot	NOUN
cana-2869	146	10	accesses	access	VERB
cana-2869	146	11	and	and	CCONJ
cana-2869	146	12	a	a	DET
cana-2869	146	13	n	n	NOUN
cana-2869	146	14	a	a	DET
cana-2869	146	15	l	l	NOUN
cana-2869	146	16	y	y	NOUN
cana-2869	146	17	z	z	PROPN
cana-2869	146	18	e	e	NOUN
cana-2869	146	19	s	s	PROPN
cana-2869	146	20	power	power	NOUN
cana-2869	146	21	-	-	PUNCT
cana-2869	146	22	related	relate	VERB
cana-2869	146	23	data	datum	NOUN
cana-2869	146	24	from	from	ADP
cana-2869	146	25	the	the	DET
cana-2869	146	26	s3	s3	PROPN
cana-2869	146	27	bucket	bucket	NOUN
cana-2869	146	28	,	,	PUNCT
cana-2869	146	29	considering	consider	VERB
cana-2869	146	30	power	power	NOUN
cana-2869	146	31	consumption	consumption	NOUN
cana-2869	146	32	,	,	PUNCT
cana-2869	146	33	live	live	ADJ
cana-2869	146	34	voltage	voltage	NOUN
cana-2869	146	35	,	,	PUNCT
cana-2869	146	36	and	and	CCONJ
cana-2869	146	37	power	power	NOUN
cana-2869	146	38	factor	factor	NOUN
cana-2869	146	39	values	value	NOUN
cana-2869	146	40	.	.	PUNCT
cana-2869	147	1	2	2	X
cana-2869	147	2	.	.	X
cana-2869	147	3	energy	energy	NOUN
cana-2869	147	4	efficiency	efficiency	NOUN
cana-2869	147	5	algorithms	algorithm	NOUN
cana-2869	147	6	:	:	PUNCT
cana-2869	147	7	utilizing	utilize	VERB
cana-2869	147	8	machine	machine	NOUN
cana-2869	147	9	learning	learning	NOUN
cana-2869	147	10	algorithms	algorithm	NOUN
cana-2869	147	11	,	,	PUNCT
cana-2869	147	12	the	the	DET
cana-2869	147	13	chatbot	chatbot	NOUN
cana-2869	147	14	identifies	identify	VERB
cana-2869	147	15	opportunities	opportunity	NOUN
cana-2869	147	16	for	for	ADP
cana-2869	147	17	energy	energy	NOUN
cana-2869	147	18	savings	saving	NOUN
cana-2869	147	19	and	and	CCONJ
cana-2869	147	20	efficiency	efficiency	NOUN
cana-2869	147	21	improvements	improvement	NOUN
cana-2869	147	22	.	.	PUNCT
cana-2869	148	1	3	3	X
cana-2869	148	2	.	.	X
cana-2869	148	3	recommendations	recommendation	NOUN
cana-2869	148	4	:	:	PUNCT
cana-2869	148	5	based	base	VERB
cana-2869	148	6	on	on	ADP
cana-2869	148	7	the	the	DET
cana-2869	148	8	analysis	analysis	NOUN
cana-2869	148	9	,	,	PUNCT
cana-2869	148	10	the	the	DET
cana-2869	148	11	chatbot	chatbot	NOUN
cana-2869	148	12	provides	provide	VERB
cana-2869	148	13	actionable	actionable	ADJ
cana-2869	148	14	suggestions	suggestion	NOUN
cana-2869	148	15	for	for	ADP
cana-2869	148	16	optimizing	optimize	VERB
cana-2869	148	17	energy	energy	NOUN
cana-2869	148	18	consumption	consumption	NOUN
cana-2869	148	19	,	,	PUNCT
cana-2869	148	20	promoting	promote	VERB
cana-2869	148	21	sustainable	sustainable	ADJ
cana-2869	148	22	manufacturing	manufacturing	NOUN
cana-2869	148	23	practices	practice	NOUN
cana-2869	148	24	.	.	PUNCT
cana-2869	149	1	benefits	benefit	NOUN
cana-2869	149	2	:	:	PUNCT
cana-2869	149	3	cost	cost	NOUN
cana-2869	149	4	savings	saving	NOUN
cana-2869	149	5	:	:	PUNCT
cana-2869	149	6	energy	energy	NOUN
cana-2869	149	7	-	-	PUNCT
cana-2869	149	8	saving	save	VERB
cana-2869	149	9	suggestions	suggestion	NOUN
cana-2869	149	10	contribute	contribute	VERB
cana-2869	149	11	to	to	ADP
cana-2869	149	12	reduced	reduce	VERB
cana-2869	149	13	operational	operational	ADJ
cana-2869	149	14	costs	cost	NOUN
cana-2869	149	15	,	,	PUNCT
cana-2869	149	16	aligning	align	VERB
cana-2869	149	17	with	with	ADP
cana-2869	149	18	sustainable	sustainable	ADJ
cana-2869	149	19	and	and	CCONJ
cana-2869	149	20	environmentally	environmentally	ADV
cana-2869	149	21	conscious	conscious	ADJ
cana-2869	149	22	manufacturing	manufacturing	NOUN
cana-2869	149	23	practices	practice	NOUN
cana-2869	149	24	.	.	PUNCT
cana-2869	150	1	d.	d.	PROPN
cana-2869	150	2	insightful	insightful	ADJ
cana-2869	150	3	analysis	analysis	NOUN
cana-2869	150	4	the	the	DET
cana-2869	150	5	chatbot	chatbot	NOUN
cana-2869	150	6	possesses	possess	VERB
cana-2869	150	7	robust	robust	ADJ
cana-2869	150	8	analytical	analytical	ADJ
cana-2869	150	9	capabilities	capability	NOUN
cana-2869	150	10	,	,	PUNCT
cana-2869	150	11	conducting	conduct	VERB
cana-2869	150	12	in	in	ADP
cana-2869	150	13	-	-	PUNCT
cana-2869	150	14	depth	depth	NOUN
cana-2869	150	15	analysis	analysis	NOUN
cana-2869	150	16	of	of	ADP
cana-2869	150	17	manufacturing	manufacture	VERB
cana-2869	150	18	data	datum	NOUN
cana-2869	150	19	trends	trend	NOUN
cana-2869	150	20	.	.	PUNCT
cana-2869	151	1	it	it	PRON
cana-2869	151	2	goes	go	VERB
cana-2869	151	3	beyond	beyond	ADP
cana-2869	151	4	simple	simple	ADJ
cana-2869	151	5	data	datum	NOUN
cana-2869	151	6	retrieval	retrieval	NOUN
cana-2869	151	7	,	,	PUNCT
cana-2869	151	8	offering	offer	VERB
cana-2869	151	9	insights	insight	NOUN
cana-2869	151	10	into	into	ADP
cana-2869	151	11	patterns	pattern	NOUN
cana-2869	151	12	,	,	PUNCT
cana-2869	151	13	correlations	correlation	NOUN
cana-2869	151	14	,	,	PUNCT
cana-2869	151	15	and	and	CCONJ
cana-2869	151	16	areas	area	NOUN
cana-2869	151	17	for	for	ADP
cana-2869	151	18	process	process	NOUN
cana-2869	151	19	improvement	improvement	NOUN
cana-2869	151	20	.	.	PUNCT
cana-2869	152	1	communications	communication	NOUN
cana-2869	152	2	on	on	ADP
cana-2869	152	3	applied	apply	VERB
cana-2869	152	4	nonlinear	nonlinear	ADJ
cana-2869	152	5	analysis	analysis	NOUN
cana-2869	152	6	issn	issn	NOUN
cana-2869	152	7	:	:	PUNCT
cana-2869	152	8	1074	1074	NUM
cana-2869	152	9	-	-	PUNCT
cana-2869	152	10	133x	133x	NUM
cana-2869	152	11	vol	vol	NOUN
cana-2869	152	12	32	32	NUM
cana-2869	152	13	no	no	NOUN
cana-2869	152	14	.	.	PUNCT
cana-2869	153	1	4s	4s	NUM
cana-2869	153	2	(	(	PUNCT
cana-2869	153	3	2025	2025	NUM
cana-2869	153	4	)	)	PUNCT
cana-2869	153	5	534	534	NUM
cana-2869	153	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	153	7	mechanism	mechanism	NOUN
cana-2869	153	8	:	:	PUNCT
cana-2869	153	9	1	1	X
cana-2869	153	10	.	.	X
cana-2869	153	11	advanced	advanced	ADJ
cana-2869	153	12	analytics	analytic	NOUN
cana-2869	153	13	:	:	PUNCT
cana-2869	153	14	leveraging	leverage	VERB
cana-2869	153	15	machine	machine	NOUN
cana-2869	153	16	learning	learning	NOUN
cana-2869	153	17	and	and	CCONJ
cana-2869	153	18	statistical	statistical	ADJ
cana-2869	153	19	analysis	analysis	NOUN
cana-2869	153	20	,	,	PUNCT
cana-2869	153	21	the	the	DET
cana-2869	153	22	chatbot	chatbot	NOUN
cana-2869	153	23	identifies	identify	VERB
cana-2869	153	24	patterns	pattern	NOUN
cana-2869	153	25	and	and	CCONJ
cana-2869	153	26	correlations	correlation	NOUN
cana-2869	153	27	within	within	ADP
cana-2869	153	28	the	the	DET
cana-2869	153	29	manufacturing	manufacturing	NOUN
cana-2869	153	30	data	datum	NOUN
cana-2869	153	31	.	.	PUNCT
cana-2869	154	1	2	2	X
cana-2869	154	2	.	.	NUM
cana-2869	154	3	customized	customize	VERB
cana-2869	154	4	insights	insight	NOUN
cana-2869	154	5	:	:	PUNCT
cana-2869	154	6	the	the	DET
cana-2869	154	7	chatbot	chatbot	NOUN
cana-2869	154	8	tailors	tailor	VERB
cana-2869	154	9	its	its	PRON
cana-2869	154	10	responses	response	NOUN
cana-2869	154	11	to	to	PART
cana-2869	154	12	provide	provide	VERB
cana-2869	154	13	customized	customized	ADJ
cana-2869	154	14	insights	insight	NOUN
cana-2869	154	15	based	base	VERB
cana-2869	154	16	on	on	ADP
cana-2869	154	17	user	user	NOUN
cana-2869	154	18	queries	query	NOUN
cana-2869	154	19	,	,	PUNCT
cana-2869	154	20	offering	offer	VERB
cana-2869	154	21	a	a	DET
cana-2869	154	22	nuanced	nuanced	ADJ
cana-2869	154	23	understanding	understanding	NOUN
cana-2869	154	24	of	of	ADP
cana-2869	154	25	the	the	DET
cana-2869	154	26	manufacturing	manufacture	VERB
cana-2869	154	27	landscape	landscape	NOUN
cana-2869	154	28	.	.	PUNCT
cana-2869	155	1	3	3	X
cana-2869	155	2	.	.	X
cana-2869	155	3	continuous	continuous	ADJ
cana-2869	155	4	learning	learning	NOUN
cana-2869	155	5	:	:	PUNCT
cana-2869	155	6	the	the	DET
cana-2869	155	7	chatbot	chatbot	NOUN
cana-2869	155	8	continuously	continuously	ADV
cana-2869	155	9	learns	learn	VERB
cana-2869	155	10	from	from	ADP
cana-2869	155	11	user	user	NOUN
cana-2869	155	12	interactions	interaction	NOUN
cana-2869	155	13	,	,	PUNCT
cana-2869	155	14	refining	refine	VERB
cana-2869	155	15	its	its	PRON
cana-2869	155	16	analytical	analytical	ADJ
cana-2869	155	17	capabilities	capability	NOUN
cana-2869	155	18	over	over	ADP
cana-2869	155	19	time	time	NOUN
cana-2869	155	20	.	.	PUNCT
cana-2869	156	1	benefits	benefit	NOUN
cana-2869	156	2	:	:	PUNCT
cana-2869	156	3	process	process	NOUN
cana-2869	156	4	optimization	optimization	NOUN
cana-2869	156	5	:	:	PUNCT
cana-2869	156	6	the	the	DET
cana-2869	156	7	insightful	insightful	ADJ
cana-2869	156	8	analysis	analysis	NOUN
cana-2869	156	9	provided	provide	VERB
cana-2869	156	10	by	by	ADP
cana-2869	156	11	the	the	DET
cana-2869	156	12	chatbot	chatbot	NOUN
cana-2869	156	13	supports	support	VERB
cana-2869	156	14	manufacturing	manufacturing	NOUN
cana-2869	156	15	companies	company	NOUN
cana-2869	156	16	in	in	ADP
cana-2869	156	17	optimizing	optimize	VERB
cana-2869	156	18	processes	process	NOUN
cana-2869	156	19	,	,	PUNCT
cana-2869	156	20	identifying	identify	VERB
cana-2869	156	21	areas	area	NOUN
cana-2869	156	22	for	for	ADP
cana-2869	156	23	improvement	improvement	NOUN
cana-2869	156	24	,	,	PUNCT
cana-2869	156	25	and	and	CCONJ
cana-2869	156	26	enhancing	enhance	VERB
cana-2869	156	27	overall	overall	ADJ
cana-2869	156	28	operational	operational	ADJ
cana-2869	156	29	efficiency	efficiency	NOUN
cana-2869	156	30	.	.	PUNCT
cana-2869	157	1	fig	fig	NOUN
cana-2869	157	2	7	7	NUM
cana-2869	157	3	:	:	PUNCT
cana-2869	157	4	experimental	experimental	ADJ
cana-2869	157	5	results	result	NOUN
cana-2869	157	6	fig	fig	VERB
cana-2869	157	7	8	8	NUM
cana-2869	157	8	:	:	PUNCT
cana-2869	157	9	experimental	experimental	ADJ
cana-2869	157	10	output	output	NOUN
cana-2869	157	11	after	after	ADP
cana-2869	157	12	assessing	assess	VERB
cana-2869	157	13	the	the	DET
cana-2869	157	14	created	create	VERB
cana-2869	157	15	chatbot	chatbot	NOUN
cana-2869	157	16	,	,	PUNCT
cana-2869	157	17	it	it	PRON
cana-2869	157	18	was	be	AUX
cana-2869	157	19	clear	clear	ADJ
cana-2869	157	20	that	that	SCONJ
cana-2869	157	21	it	it	PRON
cana-2869	157	22	was	be	AUX
cana-2869	157	23	effective	effective	ADJ
cana-2869	157	24	at	at	ADP
cana-2869	157	25	communicating	communicate	VERB
cana-2869	157	26	with	with	ADP
cana-2869	157	27	consumers	consumer	NOUN
cana-2869	157	28	and	and	CCONJ
cana-2869	157	29	providing	provide	VERB
cana-2869	157	30	precise	precise	ADJ
cana-2869	157	31	answers	answer	NOUN
cana-2869	157	32	by	by	ADP
cana-2869	157	33	utilizing	utilize	VERB
cana-2869	157	34	industrial	industrial	ADJ
cana-2869	157	35	internet	internet	NOUN
cana-2869	157	36	of	of	ADP
cana-2869	157	37	things	thing	NOUN
cana-2869	157	38	(	(	PUNCT
cana-2869	157	39	iiot	iiot	NOUN
cana-2869	157	40	)	)	PUNCT
cana-2869	157	41	data	datum	NOUN
cana-2869	157	42	.	.	PUNCT
cana-2869	158	1	after	after	ADP
cana-2869	158	2	extensive	extensive	ADJ
cana-2869	158	3	testing	testing	NOUN
cana-2869	158	4	,	,	PUNCT
cana-2869	158	5	the	the	DET
cana-2869	158	6	chatbot	chatbot	NOUN
cana-2869	158	7	was	be	AUX
cana-2869	158	8	able	able	ADJ
cana-2869	158	9	to	to	PART
cana-2869	158	10	work	work	VERB
cana-2869	158	11	with	with	ADP
cana-2869	158	12	the	the	DET
cana-2869	158	13	iiot	iiot	NOUN
cana-2869	158	14	infrastructure	infrastructure	NOUN
cana-2869	158	15	without	without	ADP
cana-2869	158	16	any	any	DET
cana-2869	158	17	issues	issue	NOUN
cana-2869	158	18	,	,	PUNCT
cana-2869	158	19	giving	give	VERB
cana-2869	158	20	communications	communication	NOUN
cana-2869	158	21	on	on	ADP
cana-2869	158	22	applied	apply	VERB
cana-2869	158	23	nonlinear	nonlinear	ADJ
cana-2869	158	24	analysis	analysis	NOUN
cana-2869	158	25	issn	issn	NOUN
cana-2869	158	26	:	:	PUNCT
cana-2869	158	27	1074	1074	NUM
cana-2869	158	28	-	-	PUNCT
cana-2869	158	29	133x	133x	NUM
cana-2869	158	30	vol	vol	NOUN
cana-2869	158	31	32	32	NUM
cana-2869	158	32	no	no	NOUN
cana-2869	158	33	.	.	PUNCT
cana-2869	159	1	4s	4s	NUM
cana-2869	159	2	(	(	PUNCT
cana-2869	159	3	2025	2025	NUM
cana-2869	159	4	)	)	PUNCT
cana-2869	159	5	535	535	NUM
cana-2869	159	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	159	7	users	user	NOUN
cana-2869	159	8	instant	instant	ADJ
cana-2869	159	9	access	access	NOUN
cana-2869	159	10	to	to	ADP
cana-2869	159	11	pertinent	pertinent	ADJ
cana-2869	159	12	data	datum	NOUN
cana-2869	159	13	that	that	PRON
cana-2869	159	14	was	be	AUX
cana-2869	159	15	kept	keep	VERB
cana-2869	159	16	in	in	ADP
cana-2869	159	17	the	the	DET
cana-2869	159	18	s3	s3	PROPN
cana-2869	159	19	bucket	bucket	NOUN
cana-2869	159	20	.	.	PUNCT
cana-2869	160	1	the	the	DET
cana-2869	160	2	visuals	visual	NOUN
cana-2869	160	3	presented	present	VERB
cana-2869	160	4	effectively	effectively	ADV
cana-2869	160	5	demonstrate	demonstrate	VERB
cana-2869	160	6	the	the	DET
cana-2869	160	7	responsiveness	responsiveness	NOUN
cana-2869	160	8	and	and	CCONJ
cana-2869	160	9	dependability	dependability	NOUN
cana-2869	160	10	of	of	ADP
cana-2869	160	11	the	the	DET
cana-2869	160	12	system	system	NOUN
cana-2869	160	13	through	through	ADP
cana-2869	160	14	the	the	DET
cana-2869	160	15	user	user	NOUN
cana-2869	160	16	interactions	interaction	NOUN
cana-2869	160	17	and	and	CCONJ
cana-2869	160	18	chatbot	chatbot	NOUN
cana-2869	160	19	responses	response	NOUN
cana-2869	160	20	.	.	PUNCT
cana-2869	161	1	in	in	ADP
cana-2869	161	2	the	the	DET
cana-2869	161	3	end	end	NOUN
cana-2869	161	4	,	,	PUNCT
cana-2869	161	5	this	this	DET
cana-2869	161	6	study	study	NOUN
cana-2869	161	7	demonstrates	demonstrate	VERB
cana-2869	161	8	how	how	SCONJ
cana-2869	161	9	the	the	DET
cana-2869	161	10	chatbot	chatbot	NOUN
cana-2869	161	11	may	may	AUX
cana-2869	161	12	improve	improve	VERB
cana-2869	161	13	user	user	NOUN
cana-2869	161	14	-	-	PUNCT
cana-2869	161	15	touser	touser	NOUN
cana-2869	161	16	communication	communication	NOUN
cana-2869	161	17	and	and	CCONJ
cana-2869	161	18	provide	provide	VERB
cana-2869	161	19	them	they	PRON
cana-2869	161	20	the	the	DET
cana-2869	161	21	confidence	confidence	NOUN
cana-2869	161	22	to	to	PART
cana-2869	161	23	make	make	VERB
cana-2869	161	24	wise	wise	ADJ
cana-2869	161	25	decisions	decision	NOUN
cana-2869	161	26	in	in	ADP
cana-2869	161	27	manufacturing	manufacturing	NOUN
cana-2869	161	28	environments	environment	NOUN
cana-2869	161	29	.	.	PUNCT
cana-2869	162	1	4	4	X
cana-2869	162	2	.	.	X
cana-2869	162	3	conclusion	conclusion	NOUN
cana-2869	162	4	in	in	ADP
cana-2869	162	5	conclusion	conclusion	NOUN
cana-2869	162	6	,	,	PUNCT
cana-2869	162	7	there	there	PRON
cana-2869	162	8	are	be	VERB
cana-2869	162	9	a	a	DET
cana-2869	162	10	number	number	NOUN
cana-2869	162	11	of	of	ADP
cana-2869	162	12	advantages	advantage	NOUN
cana-2869	162	13	to	to	ADP
cana-2869	162	14	the	the	DET
cana-2869	162	15	creation	creation	NOUN
cana-2869	162	16	and	and	CCONJ
cana-2869	162	17	application	application	NOUN
cana-2869	162	18	of	of	ADP
cana-2869	162	19	this	this	DET
cana-2869	162	20	ai	ai	VERB
cana-2869	162	21	chatbot	chatbot	NOUN
cana-2869	162	22	in	in	ADP
cana-2869	162	23	the	the	DET
cana-2869	162	24	industrial	industrial	ADJ
cana-2869	162	25	sector	sector	NOUN
cana-2869	162	26	that	that	PRON
cana-2869	162	27	make	make	VERB
cana-2869	162	28	use	use	NOUN
cana-2869	162	29	of	of	ADP
cana-2869	162	30	components	component	NOUN
cana-2869	162	31	from	from	ADP
cana-2869	162	32	amazon	amazon	PROPN
cana-2869	162	33	web	web	NOUN
cana-2869	162	34	services	service	NOUN
cana-2869	162	35	.	.	PUNCT
cana-2869	163	1	real	real	ADJ
cana-2869	163	2	-	-	PUNCT
cana-2869	163	3	time	time	NOUN
cana-2869	163	4	monitoring	monitoring	NOUN
cana-2869	163	5	,	,	PUNCT
cana-2869	163	6	less	less	ADJ
cana-2869	163	7	downtime	downtime	NOUN
cana-2869	163	8	,	,	PUNCT
cana-2869	163	9	cost	cost	NOUN
cana-2869	163	10	savings	saving	NOUN
cana-2869	163	11	,	,	PUNCT
cana-2869	163	12	and	and	CCONJ
cana-2869	163	13	process	process	NOUN
cana-2869	163	14	improvement	improvement	NOUN
cana-2869	163	15	have	have	AUX
cana-2869	163	16	all	all	PRON
cana-2869	163	17	been	be	AUX
cana-2869	163	18	made	make	VERB
cana-2869	163	19	possible	possible	ADJ
cana-2869	163	20	by	by	ADP
cana-2869	163	21	the	the	DET
cana-2869	163	22	chatbot	chatbot	NOUN
cana-2869	163	23	's	's	PART
cana-2869	163	24	predictive	predictive	ADJ
cana-2869	163	25	maintenance	maintenance	NOUN
cana-2869	163	26	techniques	technique	NOUN
cana-2869	163	27	,	,	PUNCT
cana-2869	163	28	energy	energy	NOUN
cana-2869	163	29	-	-	PUNCT
cana-2869	163	30	saving	save	VERB
cana-2869	163	31	recommendations	recommendation	NOUN
cana-2869	163	32	,	,	PUNCT
cana-2869	163	33	and	and	CCONJ
cana-2869	163	34	perceptive	perceptive	ADJ
cana-2869	163	35	analysis	analysis	NOUN
cana-2869	163	36	.	.	PUNCT
cana-2869	164	1	current	current	ADJ
cana-2869	164	2	information	information	NOUN
cana-2869	164	3	for	for	ADP
cana-2869	164	4	well	well	ADV
cana-2869	164	5	-	-	PUNCT
cana-2869	164	6	informed	inform	VERB
cana-2869	164	7	decision	decision	NOUN
cana-2869	164	8	-	-	PUNCT
cana-2869	164	9	making	making	NOUN
cana-2869	164	10	has	have	AUX
cana-2869	164	11	been	be	AUX
cana-2869	164	12	effectively	effectively	ADV
cana-2869	164	13	provided	provide	VERB
cana-2869	164	14	by	by	ADP
cana-2869	164	15	the	the	DET
cana-2869	164	16	iiot	iiot	NOUN
cana-2869	164	17	data	data	NOUN
cana-2869	164	18	storage	storage	NOUN
cana-2869	164	19	in	in	ADP
cana-2869	164	20	s3	s3	PROPN
cana-2869	164	21	and	and	CCONJ
cana-2869	164	22	the	the	DET
cana-2869	164	23	smooth	smooth	ADJ
cana-2869	164	24	connection	connection	NOUN
cana-2869	164	25	with	with	ADP
cana-2869	164	26	aws	aws	NOUN
cana-2869	164	27	services	service	NOUN
cana-2869	164	28	.	.	PUNCT
cana-2869	165	1	the	the	DET
cana-2869	165	2	solution	solution	NOUN
cana-2869	165	3	's	's	PART
cana-2869	165	4	successful	successful	ADJ
cana-2869	165	5	implementation	implementation	NOUN
cana-2869	165	6	creates	create	VERB
cana-2869	165	7	opportunities	opportunity	NOUN
cana-2869	165	8	for	for	ADP
cana-2869	165	9	more	more	ADJ
cana-2869	165	10	developments	development	NOUN
cana-2869	165	11	,	,	PUNCT
cana-2869	165	12	such	such	ADJ
cana-2869	165	13	as	as	ADP
cana-2869	165	14	enhancing	enhance	VERB
cana-2869	165	15	nlp	nlp	ADJ
cana-2869	165	16	capabilities	capability	NOUN
cana-2869	165	17	,	,	PUNCT
cana-2869	165	18	adding	add	VERB
cana-2869	165	19	more	more	ADJ
cana-2869	165	20	data	datum	NOUN
cana-2869	165	21	sources	source	NOUN
cana-2869	165	22	,	,	PUNCT
cana-2869	165	23	and	and	CCONJ
cana-2869	165	24	using	use	VERB
cana-2869	165	25	sophisticated	sophisticated	ADJ
cana-2869	165	26	analytics	analytic	NOUN
cana-2869	165	27	for	for	ADP
cana-2869	165	28	ongoing	ongoing	ADJ
cana-2869	165	29	enhancement	enhancement	NOUN
cana-2869	165	30	.	.	PUNCT
cana-2869	166	1	artificial	artificial	ADJ
cana-2869	166	2	intelligence	intelligence	NOUN
cana-2869	166	3	-	-	PUNCT
cana-2869	166	4	driven	drive	VERB
cana-2869	166	5	chatbots	chatbot	NOUN
cana-2869	166	6	,	,	PUNCT
cana-2869	166	7	such	such	ADJ
cana-2869	166	8	as	as	ADP
cana-2869	166	9	the	the	DET
cana-2869	166	10	one	one	NOUN
cana-2869	166	11	featured	feature	VERB
cana-2869	166	12	in	in	ADP
cana-2869	166	13	this	this	DET
cana-2869	166	14	article	article	NOUN
cana-2869	166	15	,	,	PUNCT
cana-2869	166	16	have	have	VERB
cana-2869	166	17	the	the	DET
cana-2869	166	18	potential	potential	NOUN
cana-2869	166	19	to	to	PART
cana-2869	166	20	significantly	significantly	ADV
cana-2869	166	21	impact	impact	VERB
cana-2869	166	22	the	the	DET
cana-2869	166	23	development	development	NOUN
cana-2869	166	24	of	of	ADP
cana-2869	166	25	effective	effective	ADJ
cana-2869	166	26	.	.	PUNCT
cana-2869	167	1	5	5	X
cana-2869	167	2	.	.	X
cana-2869	167	3	future	future	ADJ
cana-2869	167	4	scope	scope	NOUN
cana-2869	167	5	while	while	SCONJ
cana-2869	167	6	the	the	DET
cana-2869	167	7	current	current	ADJ
cana-2869	167	8	implementation	implementation	NOUN
cana-2869	167	9	has	have	AUX
cana-2869	167	10	proven	prove	VERB
cana-2869	167	11	successful	successful	ADJ
cana-2869	167	12	,	,	PUNCT
cana-2869	167	13	there	there	PRON
cana-2869	167	14	are	be	VERB
cana-2869	167	15	several	several	ADJ
cana-2869	167	16	avenues	avenue	NOUN
cana-2869	167	17	for	for	ADP
cana-2869	167	18	future	future	ADJ
cana-2869	167	19	work	work	NOUN
cana-2869	167	20	and	and	CCONJ
cana-2869	167	21	improvement	improvement	NOUN
cana-2869	167	22	:	:	PUNCT
cana-2869	167	23	expanded	expand	VERB
cana-2869	167	24	nlp	nlp	NOUN
cana-2869	167	25	capabilities	capability	NOUN
cana-2869	167	26	:	:	PUNCT
cana-2869	167	27	enhance	enhance	VERB
cana-2869	167	28	the	the	DET
cana-2869	167	29	chatbot	chatbot	NOUN
cana-2869	167	30	's	's	PART
cana-2869	167	31	natural	natural	ADJ
cana-2869	167	32	language	language	NOUN
cana-2869	167	33	processing	processing	NOUN
cana-2869	167	34	capabilities	capability	NOUN
cana-2869	167	35	to	to	PART
cana-2869	167	36	handle	handle	VERB
cana-2869	167	37	even	even	ADV
cana-2869	167	38	more	more	ADV
cana-2869	167	39	complex	complex	ADJ
cana-2869	167	40	queries	query	NOUN
cana-2869	167	41	and	and	CCONJ
cana-2869	167	42	nuances	nuance	NOUN
cana-2869	167	43	in	in	ADP
cana-2869	167	44	user	user	NOUN
cana-2869	167	45	interactions	interaction	NOUN
cana-2869	167	46	.	.	PUNCT
cana-2869	168	1	this	this	PRON
cana-2869	168	2	could	could	AUX
cana-2869	168	3	involve	involve	VERB
cana-2869	168	4	incorporating	incorporate	VERB
cana-2869	168	5	advanced	advanced	ADJ
cana-2869	168	6	nlp	nlp	NOUN
cana-2869	168	7	models	model	NOUN
cana-2869	168	8	or	or	CCONJ
cana-2869	168	9	customizing	customize	VERB
cana-2869	168	10	existing	exist	VERB
cana-2869	168	11	ones	one	NOUN
cana-2869	168	12	for	for	ADP
cana-2869	168	13	specific	specific	ADJ
cana-2869	168	14	manufacturing	manufacturing	NOUN
cana-2869	168	15	jargon	jargon	NOUN
cana-2869	168	16	.	.	PUNCT
cana-2869	169	1	integration	integration	NOUN
cana-2869	169	2	with	with	ADP
cana-2869	169	3	additional	additional	ADJ
cana-2869	169	4	data	datum	NOUN
cana-2869	169	5	sources	source	NOUN
cana-2869	169	6	:	:	PUNCT
cana-2869	169	7	extend	extend	VERB
cana-2869	169	8	the	the	DET
cana-2869	169	9	chatbot	chatbot	NOUN
cana-2869	169	10	's	's	PART
cana-2869	169	11	integration	integration	NOUN
cana-2869	169	12	capabilities	capability	NOUN
cana-2869	169	13	to	to	PART
cana-2869	169	14	include	include	VERB
cana-2869	169	15	data	datum	NOUN
cana-2869	169	16	from	from	ADP
cana-2869	169	17	diverse	diverse	ADJ
cana-2869	169	18	sources	source	NOUN
cana-2869	169	19	beyond	beyond	ADP
cana-2869	169	20	the	the	DET
cana-2869	169	21	industrial	industrial	ADJ
cana-2869	169	22	internet	internet	NOUN
cana-2869	169	23	of	of	ADP
cana-2869	169	24	things	thing	NOUN
cana-2869	169	25	(	(	PUNCT
cana-2869	169	26	iiot	iiot	NOUN
cana-2869	169	27	)	)	PUNCT
cana-2869	169	28	.	.	PUNCT
cana-2869	170	1	this	this	PRON
cana-2869	170	2	may	may	AUX
cana-2869	170	3	involve	involve	VERB
cana-2869	170	4	integrating	integrate	VERB
cana-2869	170	5	with	with	ADP
cana-2869	170	6	other	other	ADJ
cana-2869	170	7	cloud	cloud	NOUN
cana-2869	170	8	-	-	PUNCT
cana-2869	170	9	based	base	VERB
cana-2869	170	10	services	service	NOUN
cana-2869	170	11	or	or	CCONJ
cana-2869	170	12	on	on	ADP
cana-2869	170	13	-	-	PUNCT
cana-2869	170	14	premises	premise	NOUN
cana-2869	170	15	data	datum	NOUN
cana-2869	170	16	repositories	repository	NOUN
cana-2869	170	17	to	to	PART
cana-2869	170	18	provide	provide	VERB
cana-2869	170	19	a	a	DET
cana-2869	170	20	more	more	ADV
cana-2869	170	21	comprehensive	comprehensive	ADJ
cana-2869	170	22	understanding	understanding	NOUN
cana-2869	170	23	of	of	ADP
cana-2869	170	24	the	the	DET
cana-2869	170	25	manufacturing	manufacturing	NOUN
cana-2869	170	26	environment	environment	NOUN
cana-2869	170	27	.	.	PUNCT
cana-2869	171	1	advanced	advanced	ADJ
cana-2869	171	2	predictive	predictive	ADJ
cana-2869	171	3	analytics	analytic	NOUN
cana-2869	171	4	:	:	PUNCT
cana-2869	171	5	further	far	ADV
cana-2869	171	6	refine	refine	VERB
cana-2869	171	7	and	and	CCONJ
cana-2869	171	8	expand	expand	VERB
cana-2869	171	9	the	the	DET
cana-2869	171	10	predictive	predictive	ADJ
cana-2869	171	11	maintenance	maintenance	NOUN
cana-2869	171	12	strategies	strategy	NOUN
cana-2869	171	13	by	by	ADP
cana-2869	171	14	incorporating	incorporate	VERB
cana-2869	171	15	more	more	ADV
cana-2869	171	16	advanced	advanced	ADJ
cana-2869	171	17	machine	machine	NOUN
cana-2869	171	18	learning	learn	VERB
cana-2869	171	19	algorithms	algorithm	NOUN
cana-2869	171	20	.	.	PUNCT
cana-2869	172	1	this	this	PRON
cana-2869	172	2	would	would	AUX
cana-2869	172	3	contribute	contribute	VERB
cana-2869	172	4	to	to	ADP
cana-2869	172	5	even	even	ADV
cana-2869	172	6	more	more	ADV
cana-2869	172	7	accurate	accurate	ADJ
cana-2869	172	8	forecasting	forecasting	NOUN
cana-2869	172	9	of	of	ADP
cana-2869	172	10	potential	potential	ADJ
cana-2869	172	11	equipment	equipment	NOUN
cana-2869	172	12	failures	failure	NOUN
cana-2869	172	13	and	and	CCONJ
cana-2869	172	14	maintenance	maintenance	NOUN
cana-2869	172	15	needs	need	NOUN
cana-2869	172	16	.	.	PUNCT
cana-2869	173	1	continuous	continuous	ADJ
cana-2869	173	2	learning	learning	NOUN
cana-2869	173	3	and	and	CCONJ
cana-2869	173	4	adaptation	adaptation	NOUN
cana-2869	173	5	:	:	PUNCT
cana-2869	173	6	implement	implement	VERB
cana-2869	173	7	mechanisms	mechanism	NOUN
cana-2869	173	8	for	for	SCONJ
cana-2869	173	9	the	the	DET
cana-2869	173	10	chatbot	chatbot	NOUN
cana-2869	173	11	to	to	PART
cana-2869	173	12	continuously	continuously	ADV
cana-2869	173	13	learn	learn	VERB
cana-2869	173	14	and	and	CCONJ
cana-2869	173	15	adapt	adapt	VERB
cana-2869	173	16	based	base	VERB
cana-2869	173	17	on	on	ADP
cana-2869	173	18	ongoing	ongoing	ADJ
cana-2869	173	19	user	user	NOUN
cana-2869	173	20	interactions	interaction	NOUN
cana-2869	173	21	.	.	PUNCT
cana-2869	174	1	this	this	PRON
cana-2869	174	2	could	could	AUX
cana-2869	174	3	involve	involve	VERB
cana-2869	174	4	incorporating	incorporate	VERB
cana-2869	174	5	reinforcement	reinforcement	NOUN
cana-2869	174	6	learning	learning	NOUN
cana-2869	174	7	techniques	technique	NOUN
cana-2869	174	8	to	to	PART
cana-2869	174	9	improve	improve	VERB
cana-2869	174	10	the	the	DET
cana-2869	174	11	communications	communication	NOUN
cana-2869	174	12	on	on	ADP
cana-2869	174	13	applied	apply	VERB
cana-2869	174	14	nonlinear	nonlinear	ADJ
cana-2869	174	15	analysis	analysis	NOUN
cana-2869	174	16	issn	issn	NOUN
cana-2869	174	17	:	:	PUNCT
cana-2869	174	18	1074	1074	NUM
cana-2869	174	19	-	-	PUNCT
cana-2869	174	20	133x	133x	NUM
cana-2869	174	21	vol	vol	NOUN
cana-2869	174	22	32	32	NUM
cana-2869	174	23	no	no	NOUN
cana-2869	174	24	.	.	PUNCT
cana-2869	175	1	4s	4s	NUM
cana-2869	175	2	(	(	PUNCT
cana-2869	175	3	2025	2025	NUM
cana-2869	175	4	)	)	PUNCT
cana-2869	175	5	536	536	NUM
cana-2869	175	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-2869	175	7	chatbot	chatbot	NOUN
cana-2869	175	8	's	's	PART
cana-2869	175	9	responses	response	NOUN
cana-2869	175	10	over	over	ADP
cana-2869	175	11	time	time	NOUN
cana-2869	175	12	.	.	PUNCT
cana-2869	176	1	user	user	NOUN
cana-2869	176	2	feedback	feedback	NOUN
cana-2869	176	3	integration	integration	NOUN
cana-2869	176	4	:	:	PUNCT
cana-2869	176	5	develop	develop	VERB
cana-2869	176	6	a	a	DET
cana-2869	176	7	feedback	feedback	NOUN
cana-2869	176	8	loop	loop	NOUN
cana-2869	176	9	mechanism	mechanism	NOUN
cana-2869	176	10	to	to	PART
cana-2869	176	11	gather	gather	VERB
cana-2869	176	12	user	user	NOUN
cana-2869	176	13	feedback	feedback	NOUN
cana-2869	176	14	on	on	ADP
cana-2869	176	15	the	the	DET
cana-2869	176	16	chatbot	chatbot	NOUN
cana-2869	176	17	's	's	PART
cana-2869	176	18	performance	performance	NOUN
cana-2869	176	19	.	.	PUNCT
cana-2869	177	1	this	this	DET
cana-2869	177	2	information	information	NOUN
cana-2869	177	3	can	can	AUX
cana-2869	177	4	be	be	AUX
cana-2869	177	5	used	use	VERB
cana-2869	177	6	to	to	PART
cana-2869	177	7	iteratively	iteratively	ADV
cana-2869	177	8	improve	improve	VERB
cana-2869	177	9	the	the	DET
cana-2869	177	10	chatbot	chatbot	NOUN
cana-2869	177	11	's	's	PART
cana-2869	177	12	functionality	functionality	NOUN
cana-2869	177	13	and	and	CCONJ
cana-2869	177	14	address	address	NOUN
cana-2869	177	15	any	any	DET
cana-2869	177	16	userspecific	userspecific	ADJ
cana-2869	177	17	requirement	requirement	NOUN
cana-2869	177	18	terraform	terraform	NOUN
cana-2869	177	19	architecture	architecture	NOUN
cana-2869	177	20	integration	integration	NOUN
cana-2869	177	21	:	:	PUNCT
cana-2869	177	22	integrate	integrate	VERB
cana-2869	177	23	terraform	terraform	NOUN
cana-2869	177	24	into	into	ADP
cana-2869	177	25	the	the	DET
cana-2869	177	26	chatbot	chatbot	NOUN
cana-2869	177	27	architecture	architecture	NOUN
cana-2869	177	28	to	to	PART
cana-2869	177	29	automate	automate	VERB
cana-2869	177	30	the	the	DET
cana-2869	177	31	provisioning	provisioning	NOUN
cana-2869	177	32	and	and	CCONJ
cana-2869	177	33	management	management	NOUN
cana-2869	177	34	of	of	ADP
cana-2869	177	35	cloud	cloud	ADJ
cana-2869	177	36	resources	resource	NOUN
cana-2869	177	37	.	.	PUNCT
cana-2869	178	1	terraform	terraform	NOUN
cana-2869	178	2	modules	module	NOUN
cana-2869	178	3	ensure	ensure	VERB
cana-2869	178	4	consistency	consistency	NOUN
cana-2869	178	5	across	across	ADP
cana-2869	178	6	deployment	deployment	ADJ
cana-2869	178	7	environments	environment	NOUN
cana-2869	178	8	and	and	CCONJ
cana-2869	178	9	promote	promote	VERB
cana-2869	178	10	reusability	reusability	NOUN
cana-2869	178	11	of	of	ADP
cana-2869	178	12	infrastructure	infrastructure	NOUN
cana-2869	178	13	configurations	configuration	NOUN
cana-2869	178	14	.	.	PUNCT
cana-2869	179	1	refrences	refrence	VERB
cana-2869	179	2	[	[	X
cana-2869	179	3	1	1	NUM
cana-2869	179	4	]	]	X
cana-2869	179	5	agrawal	agrawal	PROPN
cana-2869	179	6	,	,	PUNCT
cana-2869	179	7	r.	r.	PROPN
cana-2869	179	8	,	,	PUNCT
cana-2869	179	9	kumar	kumar	PROPN
cana-2869	179	10	,	,	PUNCT
cana-2869	179	11	s.	s.	PROPN
cana-2869	179	12	,	,	PUNCT
cana-2869	179	13	kumar	kumar	PROPN
cana-2869	179	14	,	,	PUNCT
cana-2869	179	15	s.	s.	PROPN
cana-2869	179	16	,	,	PUNCT
cana-2869	179	17	goyal	goyal	PROPN
cana-2869	179	18	,	,	PUNCT
cana-2869	179	19	n.	n.	NOUN
cana-2869	179	20	and	and	CCONJ
cana-2869	179	21	sinha	sinha	PROPN
cana-2869	179	22	,	,	PUNCT
cana-2869	179	23	s.	s.	PROPN
cana-2869	179	24	,	,	PUNCT
cana-2869	179	25	2022	2022	NUM
cana-2869	179	26	,	,	PUNCT
cana-2869	179	27	october	october	PROPN
cana-2869	179	28	.	.	PUNCT
cana-2869	180	1	wasabi	wasabi	PROPN
cana-2869	180	2	contextual	contextual	PROPN
cana-2869	180	3	bot	bot	NOUN
cana-2869	180	4	.	.	PUNCT
cana-2869	181	1	in	in	ADP
cana-2869	181	2	2022	2022	NUM
cana-2869	181	3	ieee	ieee	PROPN
cana-2869	181	4	4th	4th	ADJ
cana-2869	181	5	international	international	ADJ
cana-2869	181	6	conference	conference	NOUN
cana-2869	181	7	on	on	ADP
cana-2869	181	8	cybernetics	cybernetic	NOUN
cana-2869	181	9	,	,	PUNCT
cana-2869	181	10	cognition	cognition	NOUN
cana-2869	181	11	and	and	CCONJ
cana-2869	181	12	machine	machine	NOUN
cana-2869	181	13	learning	learn	VERB
cana-2869	181	14	applications	application	NOUN
cana-2869	181	15	(	(	PUNCT
cana-2869	181	16	icc	icc	PROPN
cana-2869	181	17	mla	mla	PROPN
cana-2869	181	18	)	)	PUNCT
cana-2869	181	19	(	(	PUNCT
cana-2869	181	20	pp	pp	ADV
cana-2869	181	21	.	.	PUNCT
cana-2869	182	1	481	481	NUM
cana-2869	182	2	-	-	SYM
cana-2869	182	3	485	485	NUM
cana-2869	182	4	)	)	PUNCT
cana-2869	182	5	.	.	PUNCT
cana-2869	183	1	ieee	ieee	NOUN
cana-2869	183	2	.	.	PUNCT
cana-2869	184	1	[	[	X
cana-2869	184	2	2	2	NUM
cana-2869	184	3	]	]	X
cana-2869	184	4	chen	chen	PROPN
cana-2869	184	5	,	,	PUNCT
cana-2869	184	6	t.y	t.y	PROPN
cana-2869	184	7	.	.	PROPN
cana-2869	184	8	,	,	PUNCT
cana-2869	184	9	chiu	chiu	PROPN
cana-2869	184	10	,	,	PUNCT
cana-2869	184	11	y.c	y.c	PROPN
cana-2869	184	12	.	.	PROPN
cana-2869	184	13	,	,	PUNCT
cana-2869	184	14	bi	bi	PROPN
cana-2869	184	15	,	,	PUNCT
cana-2869	184	16	n.	n.	PROPN
cana-2869	184	17	and	and	CCONJ
cana-2869	184	18	tsai	tsai	PROPN
cana-2869	184	19	,	,	PUNCT
cana-2869	184	20	r.t.h	r.t.h	NOUN
cana-2869	184	21	.	.	PROPN
cana-2869	184	22	,	,	PUNCT
cana-2869	184	23	2021	2021	NUM
cana-2869	184	24	.	.	PUNCT
cana-2869	185	1	multi	multi	ADJ
cana-2869	185	2	-	-	ADJ
cana-2869	185	3	modal	modal	ADJ
cana-2869	185	4	chatbot	chatbot	NOUN
cana-2869	185	5	in	in	ADP
cana-2869	185	6	intelligent	intelligent	ADJ
cana-2869	185	7	manufacturing	manufacturing	NOUN
cana-2869	185	8	.	.	PUNCT
cana-2869	186	1	ieee	ieee	NOUN
cana-2869	186	2	access	access	NOUN
cana-2869	186	3	,	,	PUNCT
cana-2869	186	4	9	9	NUM
cana-2869	186	5	,	,	PUNCT
cana-2869	186	6	pp.82118	pp.82118	PROPN
cana-2869	186	7	-	-	SYM
cana-2869	186	8	82129	82129	NUM
cana-2869	186	9	.	.	PUNCT
cana-2869	187	1	[	[	X
cana-2869	187	2	3	3	NUM
cana-2869	187	3	]	]	X
cana-2869	187	4	mukherjee	mukherjee	NOUN
cana-2869	187	5	,	,	PUNCT
cana-2869	187	6	a.	a.	PROPN
cana-2869	187	7	,	,	PUNCT
cana-2869	187	8	santana	santana	PROPN
cana-2869	187	9	,	,	PUNCT
cana-2869	187	10	v.f.d	v.f.d	NOUN
cana-2869	187	11	.	.	PUNCT
cana-2869	187	12	and	and	CCONJ
cana-2869	187	13	baria	baria	PROPN
cana-2869	187	14	,	,	PUNCT
cana-2869	187	15	a.	a.	NOUN
cana-2869	187	16	,	,	PUNCT
cana-2869	187	17	2023	2023	NUM
cana-2869	187	18	,	,	PUNCT
cana-2869	187	19	april	april	PROPN
cana-2869	187	20	.	.	PUNCT
cana-2869	188	1	impactbot	impactbot	NOUN
cana-2869	188	2	:	:	PUNCT
cana-2869	189	1	chatbot	chatbot	NOUN
cana-2869	189	2	leveraging	leverage	VERB
cana-2869	189	3	language	language	NOUN
cana-2869	189	4	models	model	NOUN
cana-2869	189	5	to	to	PART
cana-2869	189	6	automate	automate	VERB
cana-2869	189	7	feedback	feedback	NOUN
cana-2869	189	8	and	and	CCONJ
cana-2869	189	9	promote	promote	VERB
cana-2869	189	10	critical	critical	ADJ
cana-2869	189	11	thinking	thinking	NOUN
cana-2869	189	12	around	around	ADP
cana-2869	189	13	impact	impact	NOUN
cana-2869	189	14	statements	statement	NOUN
cana-2869	189	15	.	.	PUNCT
cana-2869	190	1	in	in	ADP
cana-2869	190	2	extended	extended	ADJ
cana-2869	190	3	abstracts	abstract	NOUN
cana-2869	190	4	of	of	ADP
cana-2869	190	5	the	the	DET
cana-2869	190	6	2023	2023	NUM
cana-2869	190	7	chi	chi	NOUN
cana-2869	190	8	conference	conference	NOUN
cana-2869	190	9	on	on	ADP
cana-2869	190	10	human	human	ADJ
cana-2869	190	11	factors	factor	NOUN
cana-2869	190	12	in	in	ADP
cana-2869	190	13	computing	computing	NOUN
cana-2869	190	14	systems	system	NOUN
cana-2869	190	15	(	(	PUNCT
cana-2869	190	16	pp	pp	ADJ
cana-2869	190	17	.	.	PUNCT
cana-2869	190	18	1	1	NUM
cana-2869	190	19	-	-	SYM
cana-2869	190	20	8)	8)	NUM
cana-2869	190	21	.	.	PUNCT
cana-2869	191	1	[	[	X
cana-2869	191	2	4	4	NUM
cana-2869	191	3	]	]	X
cana-2869	191	4	sharma	sharma	PROPN
cana-2869	191	5	,	,	PUNCT
cana-2869	191	6	a.	a.	NOUN
cana-2869	191	7	,	,	PUNCT
cana-2869	191	8	undheim	undheim	PROPN
cana-2869	191	9	,	,	PUNCT
cana-2869	191	10	p.e	p.e	PROPN
cana-2869	191	11	.	.	PROPN
cana-2869	191	12	and	and	CCONJ
cana-2869	191	13	nazir	nazir	PROPN
cana-2869	191	14	,	,	PUNCT
cana-2869	191	15	s.	s.	PROPN
cana-2869	191	16	,	,	PUNCT
cana-2869	191	17	2023	2023	NUM
cana-2869	191	18	.	.	PUNCT
cana-2869	192	1	design	design	NOUN
cana-2869	192	2	and	and	CCONJ
cana-2869	192	3	implementation	implementation	NOUN
cana-2869	192	4	of	of	ADP
cana-2869	192	5	ai	ai	ADJ
cana-2869	192	6	chatbot	chatbot	NOUN
cana-2869	192	7	for	for	ADP
cana-2869	192	8	colregs	colreg	NOUN
cana-2869	192	9	training	training	NOUN
cana-2869	192	10	.	.	PUNCT
cana-2869	193	1	wmu	wmu	PROPN
cana-2869	193	2	journal	journal	PROPN
cana-2869	193	3	of	of	ADP
cana-2869	193	4	maritime	maritime	ADJ
cana-2869	193	5	affairs	affair	NOUN
cana-2869	193	6	,	,	PUNCT
cana-2869	193	7	22(1	22(1	NUM
cana-2869	193	8	)	)	PUNCT
cana-2869	193	9	,	,	PUNCT
cana-2869	193	10	pp.107	pp.107	PROPN
cana-2869	193	11	-	-	SYM
cana-2869	193	12	123	123	NUM
cana-2869	193	13	.	.	PUNCT
cana-2869	194	1	[	[	X
cana-2869	194	2	5	5	NUM
cana-2869	194	3	]	]	SYM
cana-2869	194	4	li	li	PROPN
cana-2869	194	5	,	,	PUNCT
cana-2869	194	6	j.	j.	PROPN
cana-2869	194	7	,	,	PUNCT
cana-2869	194	8	tan	tan	PROPN
cana-2869	194	9	,	,	PUNCT
cana-2869	194	10	c.w	c.w	PROPN
cana-2869	194	11	.	.	PROPN
cana-2869	194	12	,	,	PUNCT
cana-2869	194	13	hang	hang	PROPN
cana-2869	194	14	,	,	PUNCT
cana-2869	194	15	c.n	c.n	PROPN
cana-2869	194	16	.	.	PROPN
cana-2869	194	17	and	and	CCONJ
cana-2869	194	18	qi	qi	PROPN
cana-2869	194	19	,	,	PUNCT
cana-2869	194	20	x.	x.	NOUN
cana-2869	194	21	,	,	PUNCT
cana-2869	194	22	2022	2022	NUM
cana-2869	194	23	,	,	PUNCT
cana-2869	194	24	june	june	PROPN
cana-2869	194	25	.	.	PUNCT
cana-2869	195	1	a	a	DET
cana-2869	195	2	chatbot	chatbot	NOUN
cana-2869	195	3	-	-	PUNCT
cana-2869	195	4	server	server	NOUN
cana-2869	195	5	framework	framework	NOUN
cana-2869	195	6	for	for	ADP
cana-2869	195	7	scalable	scalable	ADJ
cana-2869	195	8	machine	machine	NOUN
cana-2869	195	9	learning	learn	VERB
cana-2869	195	10	education	education	NOUN
cana-2869	195	11	through	through	ADP
cana-2869	195	12	crowdsourced	crowdsourced	ADJ
cana-2869	195	13	data	datum	NOUN
cana-2869	195	14	.	.	PUNCT
cana-2869	196	1	in	in	ADP
cana-2869	196	2	proceedings	proceeding	NOUN
cana-2869	196	3	of	of	ADP
cana-2869	196	4	the	the	DET
cana-2869	196	5	ninth	ninth	ADJ
cana-2869	196	6	acm	acm	PROPN
cana-2869	196	7	conference	conference	NOUN
cana-2869	196	8	on	on	ADP
cana-2869	196	9	learning@	learning@	ADJ
cana-2869	196	10	scale	scale	NOUN
cana-2869	196	11	(	(	PUNCT
cana-2869	196	12	pp	pp	ADJ
cana-2869	196	13	.	.	PUNCT
cana-2869	197	1	271	271	NUM
cana-2869	197	2	-	-	NUM
cana-2869	197	3	274	274	NUM
cana-2869	197	4	)	)	PUNCT
cana-2869	197	5	.	.	PUNCT
cana-2869	198	1	[	[	X
cana-2869	198	2	6	6	NUM
cana-2869	198	3	]	]	X
cana-2869	198	4	ganesan	ganesan	NOUN
cana-2869	198	5	,	,	PUNCT
cana-2869	198	6	m.	m.	NOUN
cana-2869	198	7	,	,	PUNCT
cana-2869	198	8	deepika	deepika	PROPN
cana-2869	198	9	,	,	PUNCT
cana-2869	198	10	c.	c.	PROPN
cana-2869	198	11	,	,	PUNCT
cana-2869	198	12	harievashini	harievashini	PROPN
cana-2869	198	13	,	,	PUNCT
cana-2869	198	14	b.	b.	PROPN
cana-2869	198	15	,	,	PUNCT
cana-2869	198	16	krithikha	krithikha	NOUN
cana-2869	198	17	,	,	PUNCT
cana-2869	198	18	a.s	a.s	PROPN
cana-2869	198	19	.	.	PROPN
cana-2869	198	20	and	and	CCONJ
cana-2869	198	21	lokhratchana	lokhratchana	PROPN
cana-2869	198	22	,	,	PUNCT
cana-2869	198	23	b.	b.	PROPN
cana-2869	198	24	,	,	PUNCT
cana-2869	198	25	2020	2020	NUM
cana-2869	198	26	,	,	PUNCT
cana-2869	198	27	july	july	PROPN
cana-2869	198	28	.	.	PUNCT
cana-2869	199	1	a	a	DET
cana-2869	199	2	survey	survey	NOUN
cana-2869	199	3	on	on	ADP
cana-2869	199	4	chatbots	chatbot	NOUN
cana-2869	199	5	using	use	VERB
cana-2869	199	6	artificial	artificial	ADJ
cana-2869	199	7	intelligence	intelligence	NOUN
cana-2869	199	8	.	.	PUNCT
cana-2869	200	1	in	in	ADP
cana-2869	200	2	2020	2020	NUM
cana-2869	200	3	international	international	ADJ
cana-2869	200	4	conference	conference	NOUN
cana-2869	200	5	on	on	ADP
cana-2869	200	6	system	system	NOUN
cana-2869	200	7	,	,	PUNCT
cana-2869	200	8	computation	computation	NOUN
cana-2869	200	9	,	,	PUNCT
cana-2869	200	10	automation	automation	NOUN
cana-2869	200	11	and	and	CCONJ
cana-2869	200	12	networking	networking	NOUN
cana-2869	200	13	(	(	PUNCT
cana-2869	200	14	icscan	icscan	PROPN
cana-2869	200	15	)	)	PUNCT
cana-2869	200	16	(	(	PUNCT
cana-2869	200	17	pp	pp	X
cana-2869	200	18	.	.	PUNCT
cana-2869	201	1	1	1	NUM
cana-2869	201	2	-	-	SYM
cana-2869	201	3	5	5	NUM
cana-2869	201	4	)	)	PUNCT
cana-2869	201	5	.	.	PUNCT
cana-2869	202	1	ieee	ieee	NOUN
cana-2869	202	2	.	.	PUNCT
cana-2869	203	1	[	[	X
cana-2869	203	2	7	7	NUM
cana-2869	203	3	]	]	X
cana-2869	203	4	kar	kar	PROPN
cana-2869	203	5	,	,	PUNCT
cana-2869	203	6	r.	r.	PROPN
cana-2869	203	7	and	and	CCONJ
cana-2869	203	8	haldar	haldar	NOUN
cana-2869	203	9	,	,	PUNCT
cana-2869	203	10	r.	r.	PROPN
cana-2869	203	11	,	,	PUNCT
cana-2869	203	12	2016	2016	NUM
cana-2869	203	13	.	.	PUNCT
cana-2869	203	14	applying	apply	VERB
cana-2869	203	15	chatbots	chatbot	NOUN
cana-2869	203	16	to	to	ADP
cana-2869	203	17	the	the	DET
cana-2869	203	18	internet	internet	NOUN
cana-2869	203	19	of	of	ADP
cana-2869	203	20	things	thing	NOUN
cana-2869	203	21	:	:	PUNCT
cana-2869	203	22	opportunities	opportunity	NOUN
cana-2869	203	23	and	and	CCONJ
cana-2869	203	24	architectural	architectural	ADJ
cana-2869	203	25	elements	element	NOUN
cana-2869	203	26	.	.	PUNCT
cana-2869	204	1	arxiv	arxiv	PROPN
cana-2869	204	2	preprint	preprint	VERB
cana-2869	204	3	arxiv:1611.03799	arxiv:1611.03799	NOUN
cana-2869	204	4	.	.	PUNCT
cana-2869	205	1	[	[	X
cana-2869	205	2	8	8	NUM
cana-2869	205	3	]	]	X
cana-2869	205	4	adamopoulou	adamopoulou	ADJ
cana-2869	205	5	,	,	PUNCT
cana-2869	205	6	e.	e.	PROPN
cana-2869	205	7	and	and	CCONJ
cana-2869	205	8	moussiades	moussiade	NOUN
cana-2869	205	9	,	,	PUNCT
cana-2869	205	10	l.	l.	PROPN
cana-2869	205	11	,	,	PUNCT
cana-2869	205	12	2020	2020	NUM
cana-2869	205	13	.	.	PUNCT
cana-2869	206	1	chatbots	chatbot	NOUN
cana-2869	206	2	:	:	PUNCT
cana-2869	206	3	history	history	NOUN
cana-2869	206	4	,	,	PUNCT
cana-2869	206	5	technology	technology	NOUN
cana-2869	206	6	,	,	PUNCT
cana-2869	206	7	and	and	CCONJ
cana-2869	206	8	applications	application	NOUN
cana-2869	206	9	.	.	PUNCT
cana-2869	207	1	machine	machine	NOUN
cana-2869	207	2	learning	learn	VERB
cana-2869	207	3	with	with	ADP
cana-2869	207	4	applications	application	NOUN
cana-2869	207	5	,	,	PUNCT
cana-2869	207	6	2	2	NUM
cana-2869	207	7	,	,	PUNCT
cana-2869	207	8	p.100006	p.100006	NOUN
cana-2869	207	9	.	.	PUNCT
cana-2869	208	1	[	[	X
cana-2869	208	2	9	9	NUM
cana-2869	208	3	]	]	SYM
cana-2869	208	4	kooli	kooli	PROPN
cana-2869	208	5	,	,	PUNCT
cana-2869	208	6	c.	c.	NOUN
cana-2869	208	7	,	,	PUNCT
cana-2869	208	8	2023	2023	NUM
cana-2869	208	9	.	.	PUNCT
cana-2869	209	1	chatbots	chatbot	NOUN
cana-2869	209	2	in	in	ADP
cana-2869	209	3	education	education	NOUN
cana-2869	209	4	and	and	CCONJ
cana-2869	209	5	research	research	NOUN
cana-2869	209	6	:	:	PUNCT
cana-2869	209	7	a	a	DET
cana-2869	209	8	critical	critical	ADJ
cana-2869	209	9	examination	examination	NOUN
cana-2869	209	10	of	of	ADP
cana-2869	209	11	ethical	ethical	ADJ
cana-2869	209	12	implications	implication	NOUN
cana-2869	209	13	and	and	CCONJ
cana-2869	209	14	solutions	solution	NOUN
cana-2869	209	15	.	.	PUNCT
cana-2869	210	1	sustainability	sustainability	NOUN
cana-2869	210	2	,	,	PUNCT
cana-2869	210	3	15(7	15(7	NUM
cana-2869	210	4	)	)	PUNCT
cana-2869	210	5	,	,	PUNCT
cana-2869	210	6	p.5614	p.5614	ADP
cana-2869	210	7	.	.	PUNCT
cana-2869	211	1	[	[	X
cana-2869	211	2	10	10	NUM
cana-2869	211	3	]	]	X
cana-2869	211	4	caldarini	caldarini	PROPN
cana-2869	211	5	,	,	PUNCT
cana-2869	211	6	g.	g.	PROPN
cana-2869	211	7	,	,	PUNCT
cana-2869	211	8	jaf	jaf	PROPN
cana-2869	211	9	,	,	PUNCT
cana-2869	211	10	s.	s.	PROPN
cana-2869	211	11	and	and	CCONJ
cana-2869	211	12	mcgarry	mcgarry	PROPN
cana-2869	211	13	,	,	PUNCT
cana-2869	211	14	k.	k.	PROPN
cana-2869	211	15	,	,	PUNCT
cana-2869	211	16	2022	2022	NUM
cana-2869	211	17	.	.	PUNCT
cana-2869	212	1	a	a	DET
cana-2869	212	2	literature	literature	NOUN
cana-2869	212	3	survey	survey	NOUN
cana-2869	212	4	of	of	ADP
cana-2869	212	5	recent	recent	ADJ
cana-2869	212	6	advances	advance	NOUN
cana-2869	212	7	in	in	ADP
cana-2869	212	8	chatbots	chatbot	NOUN
cana-2869	212	9	.	.	PUNCT
cana-2869	213	1	information	information	NOUN
cana-2869	213	2	,	,	PUNCT
cana-2869	213	3	13(1	13(1	NUM
cana-2869	213	4	)	)	PUNCT
cana-2869	213	5	,	,	PUNCT
cana-2869	213	6	p.41	p.41	VERB
cana-2869	213	7	.	.	PUNCT
cana-2869	214	1	[	[	X
cana-2869	214	2	11	11	NUM
cana-2869	214	3	]	]	X
cana-2869	214	4	silva	silva	NOUN
cana-2869	214	5	,	,	PUNCT
cana-2869	214	6	d.f.m	d.f.m	PROPN
cana-2869	214	7	.	.	PUNCT
cana-2869	214	8	and	and	CCONJ
cana-2869	214	9	barrientos	barrientos	PROPN
cana-2869	214	10	,	,	PUNCT
cana-2869	214	11	a.h	a.h	PROPN
cana-2869	214	12	.	.	PROPN
cana-2869	214	13	,	,	PUNCT
cana-2869	214	14	2023	2023	NUM
cana-2869	214	15	.	.	PUNCT
cana-2869	215	1	a	a	DET
cana-2869	215	2	state	state	NOUN
cana-2869	215	3	-	-	PUNCT
cana-2869	215	4	of	of	ADP
cana-2869	215	5	-	-	PUNCT
cana-2869	215	6	the	the	DET
cana-2869	215	7	art	art	NOUN
cana-2869	215	8	survey	survey	NOUN
cana-2869	215	9	on	on	ADP
cana-2869	215	10	chatbots	chatbot	NOUN
cana-2869	215	11	technology	technology	NOUN
cana-2869	215	12	developments	development	NOUN
cana-2869	215	13	and	and	CCONJ
cana-2869	215	14	applications	application	NOUN
cana-2869	215	15	in	in	ADP
cana-2869	215	16	primary	primary	ADJ
cana-2869	215	17	healthcare	healthcare	NOUN
cana-2869	215	18	domain	domain	NOUN
cana-2869	215	19	.	.	PUNCT
cana-2869	216	1	[	[	X
cana-2869	216	2	12	12	NUM
cana-2869	216	3	]	]	X
cana-2869	216	4	wang	wang	PROPN
cana-2869	216	5	,	,	PUNCT
cana-2869	216	6	j.	j.	PROPN
cana-2869	216	7	,	,	PUNCT
cana-2869	216	8	hwang	hwang	PROPN
cana-2869	216	9	,	,	PUNCT
cana-2869	216	10	g.h	g.h	PROPN
cana-2869	216	11	.	.	PROPN
cana-2869	216	12	and	and	CCONJ
cana-2869	216	13	chang	chang	PROPN
cana-2869	216	14	,	,	PUNCT
cana-2869	216	15	c.y	c.y	PROPN
cana-2869	216	16	.	.	PROPN
cana-2869	216	17	,	,	PUNCT
cana-2869	216	18	2021	2021	NUM
cana-2869	216	19	.	.	PUNCT
cana-2869	217	1	directions	direction	NOUN
cana-2869	217	2	of	of	ADP
cana-2869	217	3	the	the	DET
cana-2869	217	4	100	100	NUM
cana-2869	217	5	most	most	ADV
cana-2869	217	6	cited	cite	VERB
cana-2869	217	7	chatbot	chatbot	NOUN
cana-2869	217	8	-	-	PUNCT
cana-2869	217	9	related	relate	VERB
cana-2869	217	10	human	human	ADJ
cana-2869	217	11	behavior	behavior	NOUN
cana-2869	217	12	research	research	NOUN
cana-2869	217	13	:	:	PUNCT
cana-2869	217	14	a	a	DET
cana-2869	217	15	review	review	NOUN
cana-2869	217	16	of	of	ADP
cana-2869	217	17	academic	academic	ADJ
cana-2869	217	18	publications	publication	NOUN
cana-2869	217	19	.	.	PUNCT
cana-2869	218	1	computers	computer	NOUN
cana-2869	218	2	and	and	CCONJ
cana-2869	218	3	education	education	NOUN
cana-2869	218	4	:	:	PUNCT
cana-2869	218	5	artificial	artificial	ADJ
cana-2869	218	6	intelligence	intelligence	NOUN
cana-2869	218	7	,	,	PUNCT
cana-2869	218	8	2	2	NUM
cana-2869	218	9	,	,	PUNCT
cana-2869	218	10	p.100023	p.100023	NOUN
cana-2869	218	11	.	.	PUNCT