id	sid	tid	token	lemma	pos
cana-4833	1	1	communications	communication	NOUN
cana-4833	1	2	on	on	ADP
cana-4833	1	3	applied	apply	VERB
cana-4833	1	4	nonlinear	nonlinear	ADJ
cana-4833	1	5	analysis	analysis	NOUN
cana-4833	1	6	issn	issn	NOUN
cana-4833	1	7	:	:	PUNCT
cana-4833	1	8	1074	1074	NUM
cana-4833	1	9	-	-	PUNCT
cana-4833	1	10	133x	133x	NUM
cana-4833	1	11	vol	vol	VERB
cana-4833	1	12	32	32	NUM
cana-4833	1	13	no	no	NOUN
cana-4833	1	14	.	.	PUNCT
cana-4833	2	1	10s	10	NOUN
cana-4833	2	2	(	(	PUNCT
cana-4833	2	3	2025	2025	NUM
cana-4833	2	4	)	)	PUNCT
cana-4833	2	5	406	406	NUM
cana-4833	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	2	7	pricing	pricing	NOUN
cana-4833	2	8	influenced	influence	VERB
cana-4833	2	9	by	by	ADP
cana-4833	2	10	machine	machine	NOUN
cana-4833	2	11	learning	learn	VERB
cana-4833	2	12	online	online	ADJ
cana-4833	2	13	retailers	retailer	NOUN
cana-4833	2	14	'	'	PART
cana-4833	2	15	optimization	optimization	NOUN
cana-4833	2	16	for	for	ADP
cana-4833	2	17	dynamic	dynamic	ADJ
cana-4833	2	18	pricing	pricing	NOUN
cana-4833	2	19	:	:	PUNCT
cana-4833	2	20	a	a	DET
cana-4833	2	21	survey	survey	NOUN
cana-4833	2	22	dr	dr	PROPN
cana-4833	2	23	.	.	PROPN
cana-4833	2	24	sandip	sandip	PROPN
cana-4833	2	25	d.	d.	PROPN
cana-4833	2	26	satav	satav	PROPN
cana-4833	2	27	*	*	PROPN
cana-4833	2	28	,	,	PUNCT
cana-4833	3	1	dr	dr	PROPN
cana-4833	3	2	.	.	PROPN
cana-4833	3	3	shailesh	shailesh	PROPN
cana-4833	3	4	m	m	PROPN
cana-4833	3	5	hambarde1	hambarde1	NOUN
cana-4833	3	6	,	,	PUNCT
cana-4833	4	1	dr	dr	PROPN
cana-4833	4	2	.	.	PROPN
cana-4833	4	3	poonam	poonam	PROPN
cana-4833	5	1	d	d	ADP
cana-4833	5	2	lambhate2	lambhate2	NOUN
cana-4833	5	3	,	,	PUNCT
cana-4833	5	4	dr	dr	PROPN
cana-4833	5	5	.	.	PROPN
cana-4833	5	6	pratima	pratima	PROPN
cana-4833	6	1	a	a	DET
cana-4833	6	2	kalyankar3	kalyankar3	PROPN
cana-4833	6	3	,	,	PUNCT
cana-4833	7	1	dr	dr	PROPN
cana-4833	7	2	.	.	PROPN
cana-4833	7	3	subhash	subhash	PROPN
cana-4833	7	4	m	m	PROPN
cana-4833	7	5	deokar4	deokar4	PROPN
cana-4833	7	6	,	,	PUNCT
cana-4833	7	7	dr	dr	PROPN
cana-4833	7	8	.	.	PROPN
cana-4833	7	9	aparna	aparna	PROPN
cana-4833	7	10	s	s	PROPN
cana-4833	7	11	hambarde5	hambarde5	PROPN
cana-4833	7	12	,	,	PUNCT
cana-4833	7	13	mrs	mrs	PROPN
cana-4833	7	14	.	.	PROPN
cana-4833	7	15	sayali	sayali	VERB
cana-4833	7	16	a	a	DET
cana-4833	7	17	shivarkar6	shivarkar6	PROPN
cana-4833	7	18	,	,	PUNCT
cana-4833	7	19	mrs	mrs	PROPN
cana-4833	7	20	.	.	PROPN
cana-4833	7	21	swati	swati	PROPN
cana-4833	7	22	g	g	PROPN
cana-4833	7	23	salunkhe7	salunkhe7	PROPN
cana-4833	7	24	,	,	PUNCT
cana-4833	7	25	mrs	mrs	PROPN
cana-4833	7	26	.	.	PROPN
cana-4833	7	27	aarti	aarti	PROPN
cana-4833	7	28	s	s	PART
cana-4833	7	29	satav8	satav8	PROPN
cana-4833	7	30	associate	associate	PROPN
cana-4833	7	31	professor	professor	NOUN
cana-4833	7	32	*	*	PROPN
cana-4833	7	33	,	,	PUNCT
cana-4833	7	34	department	department	NOUN
cana-4833	7	35	of	of	ADP
cana-4833	7	36	information	information	NOUN
cana-4833	7	37	technology	technology	NOUN
cana-4833	7	38	,	,	PUNCT
cana-4833	7	39	jscoe	jscoe	VERB
cana-4833	7	40	associate	associate	ADJ
cana-4833	7	41	professor1	professor1	PROPN
cana-4833	7	42	,	,	PUNCT
cana-4833	7	43	electronics	electronics	NOUN
cana-4833	7	44	&	&	CCONJ
cana-4833	7	45	telecommunication	telecommunication	NOUN
cana-4833	7	46	engineering	engineering	NOUN
cana-4833	7	47	,	,	PUNCT
cana-4833	7	48	jscoe	jscoe	PROPN
cana-4833	7	49	professor2	professor2	PROPN
cana-4833	7	50	,	,	PUNCT
cana-4833	7	51	computer	computer	NOUN
cana-4833	7	52	engineering	engineering	NOUN
cana-4833	7	53	,	,	PUNCT
cana-4833	7	54	jscoe	jscoe	VERB
cana-4833	7	55	associate	associate	ADJ
cana-4833	7	56	professor3	professor3	PROPN
cana-4833	7	57	,	,	PUNCT
cana-4833	7	58	electronics	electronics	PROPN
cana-4833	7	59	&	&	CCONJ
cana-4833	7	60	telecommunication	telecommunication	NOUN
cana-4833	7	61	engineering	engineering	NOUN
cana-4833	7	62	,	,	PUNCT
cana-4833	7	63	jscoe	jscoe	PROPN
cana-4833	7	64	professor4	professor4	PROPN
cana-4833	7	65	,	,	PUNCT
cana-4833	7	66	e&tc	e&tc	PROPN
cana-4833	7	67	,	,	PUNCT
cana-4833	7	68	jayawantrao	jayawantrao	NOUN
cana-4833	7	69	sawant	sawant	PROPN
cana-4833	7	70	polytechnic	polytechnic	PROPN
cana-4833	7	71	,	,	PUNCT
cana-4833	7	72	pune	pune	NOUN
cana-4833	7	73	.	.	PUNCT
cana-4833	8	1	assistant	assistant	PROPN
cana-4833	8	2	professor5	professor5	PROPN
cana-4833	8	3	,	,	PUNCT
cana-4833	8	4	computer	computer	NOUN
cana-4833	8	5	engineering	engineering	NOUN
cana-4833	8	6	,	,	PUNCT
cana-4833	8	7	kj	kj	PROPN
cana-4833	8	8	’s	’s	PART
cana-4833	8	9	coemr	coemr	PROPN
cana-4833	8	10	assistant	assistant	PROPN
cana-4833	8	11	professor6	professor6	PROPN
cana-4833	8	12	,	,	PUNCT
cana-4833	8	13	computer	computer	NOUN
cana-4833	8	14	engineering	engineering	NOUN
cana-4833	8	15	,	,	PUNCT
cana-4833	8	16	jscoe	jscoe	VERB
cana-4833	8	17	assistant	assistant	PROPN
cana-4833	8	18	professor7	professor7	PROPN
cana-4833	8	19	,	,	PUNCT
cana-4833	8	20	computer	computer	NOUN
cana-4833	8	21	engineering	engineering	NOUN
cana-4833	8	22	,	,	PUNCT
cana-4833	8	23	jscoe	jscoe	VERB
cana-4833	8	24	pune	pune	PROPN
cana-4833	8	25	411028	411028	NUM
cana-4833	8	26	,	,	PUNCT
cana-4833	8	27	india	india	PROPN
cana-4833	8	28	,	,	PUNCT
cana-4833	8	29	manager8	manager8	PROPN
cana-4833	8	30	,	,	PUNCT
cana-4833	8	31	sbi	sbi	PROPN
cana-4833	8	32	,	,	PUNCT
cana-4833	9	1	pune	pune	NOUN
cana-4833	9	2	sandisatav593@gmail.com	sandisatav593@gmail.com	X
cana-4833	10	1	article	article	NOUN
cana-4833	10	2	history	history	NOUN
cana-4833	10	3	:	:	PUNCT
cana-4833	10	4	received	receive	VERB
cana-4833	10	5	:	:	PUNCT
cana-4833	10	6	12	12	NUM
cana-4833	10	7	-	-	SYM
cana-4833	10	8	01	01	NUM
cana-4833	10	9	-	-	PUNCT
cana-4833	10	10	2025	2025	NUM
cana-4833	10	11	revised	revise	VERB
cana-4833	10	12	:	:	PUNCT
cana-4833	10	13	15	15	NUM
cana-4833	10	14	-	-	NUM
cana-4833	10	15	02	02	NUM
cana-4833	10	16	-	-	PUNCT
cana-4833	10	17	2025	2025	NUM
cana-4833	10	18	accepted	accept	VERB
cana-4833	10	19	:	:	PUNCT
cana-4833	10	20	01	01	NUM
cana-4833	10	21	-	-	SYM
cana-4833	10	22	03	03	NUM
cana-4833	10	23	-	-	PUNCT
cana-4833	10	24	2025	2025	NUM
cana-4833	10	25	abstract	abstract	NOUN
cana-4833	10	26	:	:	PUNCT
cana-4833	10	27	online	online	ADJ
cana-4833	10	28	retailers	retailer	NOUN
cana-4833	10	29	utilize	utilize	VERB
cana-4833	10	30	dynamic	dynamic	ADJ
cana-4833	10	31	pricing	pricing	NOUN
cana-4833	10	32	as	as	ADP
cana-4833	10	33	a	a	DET
cana-4833	10	34	strategic	strategic	ADJ
cana-4833	10	35	technique	technique	NOUN
cana-4833	10	36	to	to	PART
cana-4833	10	37	dynamically	dynamically	ADV
cana-4833	10	38	modify	modify	VERB
cana-4833	10	39	prices	price	NOUN
cana-4833	10	40	in	in	ADP
cana-4833	10	41	real	real	ADJ
cana-4833	10	42	-	-	PUNCT
cana-4833	10	43	time	time	NOUN
cana-4833	10	44	based	base	VERB
cana-4833	10	45	on	on	ADP
cana-4833	10	46	a	a	DET
cana-4833	10	47	variety	variety	NOUN
cana-4833	10	48	of	of	ADP
cana-4833	10	49	factors	factor	NOUN
cana-4833	10	50	,	,	PUNCT
cana-4833	10	51	including	include	VERB
cana-4833	10	52	market	market	NOUN
cana-4833	10	53	conditions	condition	NOUN
cana-4833	10	54	,	,	PUNCT
cana-4833	10	55	competition	competition	NOUN
cana-4833	10	56	,	,	PUNCT
cana-4833	10	57	and	and	CCONJ
cana-4833	10	58	demand	demand	NOUN
cana-4833	10	59	.	.	PUNCT
cana-4833	11	1	dynamic	dynamic	ADJ
cana-4833	11	2	pricing	pricing	NOUN
cana-4833	11	3	has	have	AUX
cana-4833	11	4	undergone	undergo	VERB
cana-4833	11	5	a	a	DET
cana-4833	11	6	revolution	revolution	NOUN
cana-4833	11	7	thanks	thank	NOUN
cana-4833	11	8	to	to	ADP
cana-4833	11	9	machine	machine	NOUN
cana-4833	11	10	learning	learning	NOUN
cana-4833	11	11	(	(	PUNCT
cana-4833	11	12	ml	ml	NOUN
cana-4833	11	13	)	)	PUNCT
cana-4833	11	14	,	,	PUNCT
cana-4833	11	15	which	which	PRON
cana-4833	11	16	has	have	AUX
cana-4833	11	17	made	make	VERB
cana-4833	11	18	it	it	PRON
cana-4833	11	19	possible	possible	ADJ
cana-4833	11	20	for	for	ADP
cana-4833	11	21	more	more	ADV
cana-4833	11	22	complex	complex	ADJ
cana-4833	11	23	and	and	CCONJ
cana-4833	11	24	data	data	NOUN
cana-4833	11	25	-	-	PUNCT
cana-4833	11	26	driven	drive	VERB
cana-4833	11	27	decision	decision	NOUN
cana-4833	11	28	-	-	PUNCT
cana-4833	11	29	making	make	VERB
cana-4833	11	30	processes	process	NOUN
cana-4833	11	31	.	.	PUNCT
cana-4833	12	1	the	the	DET
cana-4833	12	2	use	use	NOUN
cana-4833	12	3	of	of	ADP
cana-4833	12	4	machine	machine	NOUN
cana-4833	12	5	learning	learn	VERB
cana-4833	12	6	to	to	PART
cana-4833	12	7	optimize	optimize	VERB
cana-4833	12	8	dynamic	dynamic	ADJ
cana-4833	12	9	pricing	pricing	NOUN
cana-4833	12	10	for	for	ADP
cana-4833	12	11	online	online	ADJ
cana-4833	12	12	retailers	retailer	NOUN
cana-4833	12	13	is	be	AUX
cana-4833	12	14	surveyed	survey	VERB
cana-4833	12	15	in	in	ADP
cana-4833	12	16	this	this	DET
cana-4833	12	17	study	study	NOUN
cana-4833	12	18	.	.	PUNCT
cana-4833	13	1	we	we	PRON
cana-4833	13	2	examine	examine	VERB
cana-4833	13	3	several	several	ADJ
cana-4833	13	4	machine	machine	NOUN
cana-4833	13	5	learning	learning	NOUN
cana-4833	13	6	algorithms	algorithm	NOUN
cana-4833	13	7	,	,	PUNCT
cana-4833	13	8	how	how	SCONJ
cana-4833	13	9	they	they	PRON
cana-4833	13	10	affect	affect	VERB
cana-4833	13	11	pricing	pricing	NOUN
cana-4833	13	12	methods	method	NOUN
cana-4833	13	13	,	,	PUNCT
cana-4833	13	14	and	and	CCONJ
cana-4833	13	15	the	the	DET
cana-4833	13	16	advantages	advantage	NOUN
cana-4833	13	17	and	and	CCONJ
cana-4833	13	18	difficulties	difficulty	NOUN
cana-4833	13	19	of	of	ADP
cana-4833	13	20	putting	put	VERB
cana-4833	13	21	them	they	PRON
cana-4833	13	22	into	into	ADP
cana-4833	13	23	practice	practice	NOUN
cana-4833	13	24	.	.	PUNCT
cana-4833	14	1	we	we	PRON
cana-4833	14	2	also	also	ADV
cana-4833	14	3	talk	talk	VERB
cana-4833	14	4	about	about	ADP
cana-4833	14	5	possible	possible	ADJ
cana-4833	14	6	developments	development	NOUN
cana-4833	14	7	for	for	ADP
cana-4833	14	8	ml	ml	ADV
cana-4833	14	9	-	-	PUNCT
cana-4833	14	10	driven	drive	VERB
cana-4833	14	11	dynamic	dynamic	ADJ
cana-4833	14	12	pricing	pricing	NOUN
cana-4833	14	13	and	and	CCONJ
cana-4833	14	14	future	future	ADJ
cana-4833	14	15	trends	trend	NOUN
cana-4833	14	16	.	.	PUNCT
cana-4833	15	1	keywords	keyword	NOUN
cana-4833	15	2	:	:	PUNCT
cana-4833	15	3	online	online	ADJ
cana-4833	15	4	retailers	retailer	NOUN
cana-4833	15	5	,	,	PUNCT
cana-4833	15	6	supervised	supervised	ADJ
cana-4833	15	7	learning	learning	NOUN
cana-4833	15	8	,	,	PUNCT
cana-4833	15	9	unsupervised	unsupervised	ADJ
cana-4833	15	10	learning	learning	NOUN
cana-4833	15	11	,	,	PUNCT
cana-4833	15	12	dynamic	dynamic	ADJ
cana-4833	15	13	pricing	pricing	NOUN
cana-4833	15	14	,	,	PUNCT
cana-4833	15	15	machine	machine	NOUN
cana-4833	15	16	learning	learning	NOUN
cana-4833	15	17	,	,	PUNCT
cana-4833	15	18	and	and	CCONJ
cana-4833	15	19	pricing	price	VERB
cana-4833	15	20	optimization	optimization	NOUN
cana-4833	15	21	1	1	NUM
cana-4833	15	22	.	.	PUNCT
cana-4833	15	23	introduction	introduction	NOUN
cana-4833	15	24	the	the	DET
cana-4833	15	25	process	process	NOUN
cana-4833	15	26	of	of	ADP
cana-4833	15	27	instantly	instantly	ADV
cana-4833	15	28	changing	change	VERB
cana-4833	15	29	the	the	DET
cana-4833	15	30	price	price	NOUN
cana-4833	15	31	of	of	ADP
cana-4833	15	32	goods	good	NOUN
cana-4833	15	33	and	and	CCONJ
cana-4833	15	34	services	service	NOUN
cana-4833	15	35	in	in	ADP
cana-4833	15	36	response	response	NOUN
cana-4833	15	37	to	to	ADP
cana-4833	15	38	changing	change	VERB
cana-4833	15	39	market	market	NOUN
cana-4833	15	40	conditions	condition	NOUN
cana-4833	15	41	is	be	AUX
cana-4833	15	42	known	know	VERB
cana-4833	15	43	as	as	ADP
cana-4833	15	44	dynamic	dynamic	ADJ
cana-4833	15	45	pricing	pricing	NOUN
cana-4833	15	46	.	.	PUNCT
cana-4833	16	1	dynamic	dynamic	ADJ
cana-4833	16	2	pricing	pricing	NOUN
cana-4833	16	3	has	have	AUX
cana-4833	16	4	become	become	VERB
cana-4833	16	5	more	more	ADV
cana-4833	16	6	and	and	CCONJ
cana-4833	16	7	more	more	ADV
cana-4833	16	8	popular	popular	ADJ
cana-4833	16	9	among	among	ADP
cana-4833	16	10	online	online	ADJ
cana-4833	16	11	retailers	retailer	NOUN
cana-4833	16	12	as	as	ADP
cana-4833	16	13	a	a	DET
cana-4833	16	14	way	way	NOUN
cana-4833	16	15	to	to	PART
cana-4833	16	16	control	control	VERB
cana-4833	16	17	inventory	inventory	NOUN
cana-4833	16	18	,	,	PUNCT
cana-4833	16	19	increase	increase	VERB
cana-4833	16	20	revenues	revenue	NOUN
cana-4833	16	21	,	,	PUNCT
cana-4833	16	22	and	and	CCONJ
cana-4833	16	23	react	react	VERB
cana-4833	16	24	to	to	ADP
cana-4833	16	25	rival	rival	ADJ
cana-4833	16	26	moves	move	NOUN
cana-4833	16	27	.	.	PUNCT
cana-4833	17	1	with	with	ADP
cana-4833	17	2	the	the	DET
cana-4833	17	3	advent	advent	NOUN
cana-4833	17	4	of	of	ADP
cana-4833	17	5	machine	machine	NOUN
cana-4833	17	6	learning	learning	NOUN
cana-4833	17	7	,	,	PUNCT
cana-4833	17	8	retailers	retailer	NOUN
cana-4833	17	9	now	now	ADV
cana-4833	17	10	have	have	VERB
cana-4833	17	11	strong	strong	ADJ
cana-4833	17	12	tools	tool	NOUN
cana-4833	17	13	at	at	ADP
cana-4833	17	14	their	their	PRON
cana-4833	17	15	disposal	disposal	NOUN
cana-4833	17	16	to	to	PART
cana-4833	17	17	improve	improve	VERB
cana-4833	17	18	their	their	PRON
cana-4833	17	19	pricing	pricing	NOUN
cana-4833	17	20	strategies	strategy	NOUN
cana-4833	17	21	through	through	ADP
cana-4833	17	22	the	the	DET
cana-4833	17	23	use	use	NOUN
cana-4833	17	24	of	of	ADP
cana-4833	17	25	big	big	ADJ
cana-4833	17	26	data	datum	NOUN
cana-4833	17	27	and	and	CCONJ
cana-4833	17	28	predictive	predictive	ADJ
cana-4833	17	29	analytics	analytic	NOUN
cana-4833	17	30	.	.	PUNCT
cana-4833	18	1	dynamic	dynamic	ADJ
cana-4833	18	2	pricing	pricing	NOUN
cana-4833	18	3	has	have	AUX
cana-4833	18	4	become	become	VERB
cana-4833	18	5	a	a	DET
cana-4833	18	6	vital	vital	ADJ
cana-4833	18	7	tactic	tactic	NOUN
cana-4833	18	8	in	in	ADP
cana-4833	18	9	the	the	DET
cana-4833	18	10	quickly	quickly	ADV
cana-4833	18	11	changing	change	VERB
cana-4833	18	12	world	world	NOUN
cana-4833	18	13	of	of	ADP
cana-4833	18	14	online	online	ADJ
cana-4833	18	15	shopping	shopping	NOUN
cana-4833	18	16	in	in	ADP
cana-4833	18	17	order	order	NOUN
cana-4833	18	18	to	to	PART
cana-4833	18	19	increase	increase	VERB
cana-4833	18	20	sales	sale	NOUN
cana-4833	18	21	,	,	PUNCT
cana-4833	18	22	improve	improve	VERB
cana-4833	18	23	customer	customer	NOUN
cana-4833	18	24	satisfaction	satisfaction	NOUN
cana-4833	18	25	,	,	PUNCT
cana-4833	18	26	and	and	CCONJ
cana-4833	18	27	maintain	maintain	VERB
cana-4833	18	28	competitiveness	competitiveness	NOUN
cana-4833	18	29	.	.	PUNCT
cana-4833	19	1	dynamic	dynamic	ADJ
cana-4833	19	2	pricing	pricing	NOUN
cana-4833	19	3	is	be	AUX
cana-4833	19	4	the	the	DET
cana-4833	19	5	process	process	NOUN
cana-4833	19	6	of	of	ADP
cana-4833	19	7	instantly	instantly	ADV
cana-4833	19	8	changing	change	VERB
cana-4833	19	9	the	the	DET
cana-4833	19	10	price	price	NOUN
cana-4833	19	11	of	of	ADP
cana-4833	19	12	goods	good	NOUN
cana-4833	19	13	and	and	CCONJ
cana-4833	19	14	services	service	NOUN
cana-4833	19	15	in	in	ADP
cana-4833	19	16	response	response	NOUN
cana-4833	19	17	to	to	ADP
cana-4833	19	18	a	a	DET
cana-4833	19	19	variety	variety	NOUN
cana-4833	19	20	of	of	ADP
cana-4833	19	21	variables	variable	NOUN
cana-4833	19	22	,	,	PUNCT
cana-4833	19	23	including	include	VERB
cana-4833	19	24	mailto:sandisatav593@gmail.com	mailto:sandisatav593@gmail.com	PROPN
cana-4833	19	25	communications	communication	NOUN
cana-4833	19	26	on	on	ADP
cana-4833	19	27	applied	apply	VERB
cana-4833	19	28	nonlinear	nonlinear	ADJ
cana-4833	19	29	analysis	analysis	NOUN
cana-4833	19	30	issn	issn	NOUN
cana-4833	19	31	:	:	PUNCT
cana-4833	19	32	1074	1074	NUM
cana-4833	19	33	-	-	PUNCT
cana-4833	19	34	133x	133x	NUM
cana-4833	19	35	vol	vol	VERB
cana-4833	19	36	32	32	NUM
cana-4833	19	37	no	no	NOUN
cana-4833	19	38	.	.	PUNCT
cana-4833	20	1	10s	10	NOUN
cana-4833	20	2	(	(	PUNCT
cana-4833	20	3	2025	2025	NUM
cana-4833	20	4	)	)	PUNCT
cana-4833	20	5	407	407	NUM
cana-4833	20	6	https://internationalpubls.com	https://internationalpubls.com	NUM
cana-4833	20	7	supply	supply	NOUN
cana-4833	20	8	,	,	PUNCT
cana-4833	20	9	demand	demand	NOUN
cana-4833	20	10	,	,	PUNCT
cana-4833	20	11	and	and	CCONJ
cana-4833	20	12	market	market	NOUN
cana-4833	20	13	dynamics	dynamic	NOUN
cana-4833	20	14	.	.	PUNCT
cana-4833	21	1	in	in	ADP
cana-4833	21	2	contrast	contrast	NOUN
cana-4833	21	3	to	to	ADP
cana-4833	21	4	static	static	ADJ
cana-4833	21	5	pricing	pricing	NOUN
cana-4833	21	6	,	,	PUNCT
cana-4833	21	7	which	which	PRON
cana-4833	21	8	keeps	keep	VERB
cana-4833	21	9	prices	price	NOUN
cana-4833	21	10	fixed	fix	VERB
cana-4833	21	11	for	for	ADP
cana-4833	21	12	long	long	ADJ
cana-4833	21	13	stretches	stretch	NOUN
cana-4833	21	14	of	of	ADP
cana-4833	21	15	time	time	NOUN
cana-4833	21	16	,	,	PUNCT
cana-4833	21	17	dynamic	dynamic	ADJ
cana-4833	21	18	pricing	pricing	NOUN
cana-4833	21	19	enables	enable	VERB
cana-4833	21	20	retailers	retailer	NOUN
cana-4833	21	21	to	to	PART
cana-4833	21	22	react	react	VERB
cana-4833	21	23	quickly	quickly	ADV
cana-4833	21	24	to	to	ADP
cana-4833	21	25	changes	change	NOUN
cana-4833	21	26	in	in	ADP
cana-4833	21	27	the	the	DET
cana-4833	21	28	market	market	NOUN
cana-4833	21	29	and	and	CCONJ
cana-4833	21	30	adjust	adjust	VERB
cana-4833	21	31	their	their	PRON
cana-4833	21	32	pricing	pricing	NOUN
cana-4833	21	33	strategies	strategy	NOUN
cana-4833	21	34	accordingly	accordingly	ADV
cana-4833	21	35	for	for	ADP
cana-4833	21	36	various	various	ADJ
cana-4833	21	37	situations	situation	NOUN
cana-4833	21	38	.	.	PUNCT
cana-4833	22	1	the	the	DET
cana-4833	22	2	approach	approach	NOUN
cana-4833	22	3	to	to	ADP
cana-4833	22	4	dynamic	dynamic	ADJ
cana-4833	22	5	pricing	pricing	NOUN
cana-4833	22	6	has	have	AUX
cana-4833	22	7	seen	see	VERB
cana-4833	22	8	a	a	DET
cana-4833	22	9	substantial	substantial	ADJ
cana-4833	22	10	transformation	transformation	NOUN
cana-4833	22	11	with	with	ADP
cana-4833	22	12	the	the	DET
cana-4833	22	13	introduction	introduction	NOUN
cana-4833	22	14	of	of	ADP
cana-4833	22	15	machine	machine	NOUN
cana-4833	22	16	learning	learning	NOUN
cana-4833	22	17	(	(	PUNCT
cana-4833	22	18	ml	ml	NOUN
cana-4833	22	19	)	)	PUNCT
cana-4833	22	20	.	.	PUNCT
cana-4833	23	1	algorithms	algorithm	NOUN
cana-4833	23	2	and	and	CCONJ
cana-4833	23	3	statistical	statistical	ADJ
cana-4833	23	4	models	model	NOUN
cana-4833	23	5	are	be	AUX
cana-4833	23	6	used	use	VERB
cana-4833	23	7	in	in	ADP
cana-4833	23	8	machine	machine	NOUN
cana-4833	23	9	learning	learning	NOUN
cana-4833	23	10	,	,	PUNCT
cana-4833	23	11	a	a	DET
cana-4833	23	12	branch	branch	NOUN
cana-4833	23	13	of	of	ADP
cana-4833	23	14	artificial	artificial	ADJ
cana-4833	23	15	intelligence	intelligence	NOUN
cana-4833	23	16	(	(	PUNCT
cana-4833	23	17	ai	ai	NOUN
cana-4833	23	18	)	)	PUNCT
cana-4833	23	19	,	,	PUNCT
cana-4833	23	20	to	to	PART
cana-4833	23	21	analyze	analyze	VERB
cana-4833	23	22	and	and	CCONJ
cana-4833	23	23	comprehend	comprehend	VERB
cana-4833	23	24	intricate	intricate	ADJ
cana-4833	23	25	data	datum	NOUN
cana-4833	23	26	patterns	pattern	NOUN
cana-4833	23	27	.	.	PUNCT
cana-4833	24	1	retailers	retailer	NOUN
cana-4833	24	2	can	can	AUX
cana-4833	24	3	use	use	VERB
cana-4833	24	4	machine	machine	NOUN
cana-4833	24	5	learning	learning	NOUN
cana-4833	24	6	(	(	PUNCT
cana-4833	24	7	ml	ml	NOUN
cana-4833	24	8	)	)	PUNCT
cana-4833	24	9	to	to	PART
cana-4833	24	10	create	create	VERB
cana-4833	24	11	more	more	ADV
cana-4833	24	12	accurate	accurate	ADJ
cana-4833	24	13	and	and	CCONJ
cana-4833	24	14	well	well	ADV
cana-4833	24	15	-	-	PUNCT
cana-4833	24	16	informed	inform	VERB
cana-4833	24	17	pricing	pricing	NOUN
cana-4833	24	18	decisions	decision	NOUN
cana-4833	24	19	by	by	ADP
cana-4833	24	20	utilizing	utilize	VERB
cana-4833	24	21	massive	massive	ADJ
cana-4833	24	22	volumes	volume	NOUN
cana-4833	24	23	of	of	ADP
cana-4833	24	24	data	datum	NOUN
cana-4833	24	25	.	.	PUNCT
cana-4833	25	1	in	in	ADP
cana-4833	25	2	order	order	NOUN
cana-4833	25	3	to	to	PART
cana-4833	25	4	increase	increase	VERB
cana-4833	25	5	profitability	profitability	NOUN
cana-4833	25	6	and	and	CCONJ
cana-4833	25	7	improve	improve	VERB
cana-4833	25	8	customer	customer	NOUN
cana-4833	25	9	experience	experience	NOUN
cana-4833	25	10	,	,	PUNCT
cana-4833	25	11	merchants	merchant	NOUN
cana-4833	25	12	can	can	AUX
cana-4833	25	13	use	use	VERB
cana-4833	25	14	this	this	DET
cana-4833	25	15	data	datum	NOUN
cana-4833	25	16	driven	drive	VERB
cana-4833	25	17	method	method	NOUN
cana-4833	25	18	to	to	PART
cana-4833	25	19	forecast	forecast	VERB
cana-4833	25	20	customer	customer	NOUN
cana-4833	25	21	behavior	behavior	NOUN
cana-4833	25	22	,	,	PUNCT
cana-4833	25	23	comprehend	comprehend	VERB
cana-4833	25	24	market	market	NOUN
cana-4833	25	25	dynamics	dynamic	NOUN
cana-4833	25	26	,	,	PUNCT
cana-4833	25	27	and	and	CCONJ
cana-4833	25	28	make	make	VERB
cana-4833	25	29	real	real	ADJ
cana-4833	25	30	-	-	PUNCT
cana-4833	25	31	time	time	NOUN
cana-4833	25	32	price	price	NOUN
cana-4833	25	33	adjustments	adjustment	NOUN
cana-4833	25	34	.	.	PUNCT
cana-4833	26	1	in	in	ADP
cana-4833	26	2	order	order	NOUN
cana-4833	26	3	to	to	PART
cana-4833	26	4	optimize	optimize	VERB
cana-4833	26	5	pricing	pricing	NOUN
cana-4833	26	6	decisions	decision	NOUN
cana-4833	26	7	,	,	PUNCT
cana-4833	26	8	machine	machine	NOUN
cana-4833	26	9	learning	learning	NOUN
cana-4833	26	10	algorithms	algorithm	NOUN
cana-4833	26	11	can	can	AUX
cana-4833	26	12	examine	examine	VERB
cana-4833	26	13	past	past	ADJ
cana-4833	26	14	sales	sale	NOUN
cana-4833	26	15	data	datum	NOUN
cana-4833	26	16	,	,	PUNCT
cana-4833	26	17	consumer	consumer	NOUN
cana-4833	26	18	behavior	behavior	NOUN
cana-4833	26	19	,	,	PUNCT
cana-4833	26	20	market	market	NOUN
cana-4833	26	21	trends	trend	NOUN
cana-4833	26	22	,	,	PUNCT
cana-4833	26	23	and	and	CCONJ
cana-4833	26	24	other	other	ADJ
cana-4833	26	25	pertinent	pertinent	ADJ
cana-4833	26	26	information	information	NOUN
cana-4833	26	27	.	.	PUNCT
cana-4833	27	1	the	the	DET
cana-4833	27	2	purpose	purpose	NOUN
cana-4833	27	3	of	of	ADP
cana-4833	27	4	this	this	DET
cana-4833	27	5	study	study	NOUN
cana-4833	27	6	is	be	AUX
cana-4833	27	7	to	to	PART
cana-4833	27	8	present	present	VERB
cana-4833	27	9	a	a	DET
cana-4833	27	10	thorough	thorough	ADJ
cana-4833	27	11	analysis	analysis	NOUN
cana-4833	27	12	of	of	ADP
cana-4833	27	13	the	the	DET
cana-4833	27	14	application	application	NOUN
cana-4833	27	15	of	of	ADP
cana-4833	27	16	machine	machine	NOUN
cana-4833	27	17	learning	learn	VERB
cana-4833	27	18	to	to	ADP
cana-4833	27	19	dynamic	dynamic	ADJ
cana-4833	27	20	pricing	pricing	NOUN
cana-4833	27	21	for	for	ADP
cana-4833	27	22	online	online	ADJ
cana-4833	27	23	merchants	merchant	NOUN
cana-4833	27	24	,	,	PUNCT
cana-4833	27	25	emphasizing	emphasize	VERB
cana-4833	27	26	the	the	DET
cana-4833	27	27	algorithms	algorithm	NOUN
cana-4833	27	28	employed	employ	VERB
cana-4833	27	29	,	,	PUNCT
cana-4833	27	30	the	the	DET
cana-4833	27	31	results	result	NOUN
cana-4833	27	32	obtained	obtain	VERB
cana-4833	27	33	,	,	PUNCT
cana-4833	27	34	and	and	CCONJ
cana-4833	27	35	the	the	DET
cana-4833	27	36	difficulties	difficulty	NOUN
cana-4833	27	37	encountered	encounter	VERB
cana-4833	27	38	.	.	PUNCT
cana-4833	28	1	the	the	DET
cana-4833	28	2	purpose	purpose	NOUN
cana-4833	28	3	of	of	ADP
cana-4833	28	4	this	this	DET
cana-4833	28	5	study	study	NOUN
cana-4833	28	6	is	be	AUX
cana-4833	28	7	to	to	PART
cana-4833	28	8	present	present	VERB
cana-4833	28	9	a	a	DET
cana-4833	28	10	thorough	thorough	ADJ
cana-4833	28	11	overview	overview	NOUN
cana-4833	28	12	of	of	ADP
cana-4833	28	13	machine	machine	NOUN
cana-4833	28	14	learning	learning	NOUN
cana-4833	28	15	's	's	PART
cana-4833	28	16	application	application	NOUN
cana-4833	28	17	to	to	ADP
cana-4833	28	18	online	online	ADJ
cana-4833	28	19	merchants	merchant	NOUN
cana-4833	28	20	'	'	PART
cana-4833	28	21	dynamic	dynamic	ADJ
cana-4833	28	22	pricing	pricing	NOUN
cana-4833	28	23	optimization	optimization	NOUN
cana-4833	28	24	.	.	PUNCT
cana-4833	29	1	we	we	PRON
cana-4833	29	2	will	will	AUX
cana-4833	29	3	examine	examine	VERB
cana-4833	29	4	the	the	DET
cana-4833	29	5	many	many	ADJ
cana-4833	29	6	machine	machine	NOUN
cana-4833	29	7	learning	learn	VERB
cana-4833	29	8	algorithms	algorithm	NOUN
cana-4833	29	9	used	use	VERB
cana-4833	29	10	in	in	ADP
cana-4833	29	11	dynamic	dynamic	ADJ
cana-4833	29	12	pricing	pricing	NOUN
cana-4833	29	13	,	,	PUNCT
cana-4833	29	14	how	how	SCONJ
cana-4833	29	15	they	they	PRON
cana-4833	29	16	affect	affect	VERB
cana-4833	29	17	pricing	pricing	NOUN
cana-4833	29	18	strategies	strategy	NOUN
cana-4833	29	19	,	,	PUNCT
cana-4833	29	20	and	and	CCONJ
cana-4833	29	21	the	the	DET
cana-4833	29	22	advantages	advantage	NOUN
cana-4833	29	23	and	and	CCONJ
cana-4833	29	24	difficulties	difficulty	NOUN
cana-4833	29	25	of	of	ADP
cana-4833	29	26	putting	put	VERB
cana-4833	29	27	them	they	PRON
cana-4833	29	28	into	into	ADP
cana-4833	29	29	practice	practice	NOUN
cana-4833	29	30	.	.	PUNCT
cana-4833	30	1	the	the	DET
cana-4833	30	2	integration	integration	NOUN
cana-4833	30	3	of	of	ADP
cana-4833	30	4	ai	ai	PROPN
cana-4833	30	5	,	,	PUNCT
cana-4833	30	6	big	big	ADJ
cana-4833	30	7	data	datum	NOUN
cana-4833	30	8	,	,	PUNCT
cana-4833	30	9	and	and	CCONJ
cana-4833	30	10	ethical	ethical	ADJ
cana-4833	30	11	issues	issue	NOUN
cana-4833	30	12	in	in	ADP
cana-4833	30	13	determining	determine	VERB
cana-4833	30	14	the	the	DET
cana-4833	30	15	future	future	NOUN
cana-4833	30	16	of	of	ADP
cana-4833	30	17	pricing	pricing	NOUN
cana-4833	30	18	strategies	strategy	NOUN
cana-4833	30	19	will	will	AUX
cana-4833	30	20	be	be	AUX
cana-4833	30	21	highlighted	highlight	VERB
cana-4833	30	22	in	in	ADP
cana-4833	30	23	this	this	DET
cana-4833	30	24	paper	paper	NOUN
cana-4833	30	25	,	,	PUNCT
cana-4833	30	26	which	which	PRON
cana-4833	30	27	will	will	AUX
cana-4833	30	28	also	also	ADV
cana-4833	30	29	address	address	VERB
cana-4833	30	30	future	future	ADJ
cana-4833	30	31	trends	trend	NOUN
cana-4833	30	32	and	and	CCONJ
cana-4833	30	33	the	the	DET
cana-4833	30	34	possible	possible	ADJ
cana-4833	30	35	evolution	evolution	NOUN
cana-4833	30	36	of	of	ADP
cana-4833	30	37	ml	ml	ADV
cana-4833	30	38	-	-	PUNCT
cana-4833	30	39	driven	drive	VERB
cana-4833	30	40	dynamic	dynamic	ADJ
cana-4833	30	41	pricing	pricing	NOUN
cana-4833	30	42	.	.	PUNCT
cana-4833	31	1	it	it	PRON
cana-4833	31	2	is	be	AUX
cana-4833	31	3	impossible	impossible	ADJ
cana-4833	31	4	to	to	PART
cana-4833	31	5	overestimate	overestimate	VERB
cana-4833	31	6	the	the	DET
cana-4833	31	7	significance	significance	NOUN
cana-4833	31	8	of	of	ADP
cana-4833	31	9	dynamic	dynamic	ADJ
cana-4833	31	10	pricing	pricing	NOUN
cana-4833	31	11	in	in	ADP
cana-4833	31	12	the	the	DET
cana-4833	31	13	digital	digital	ADJ
cana-4833	31	14	economy	economy	NOUN
cana-4833	31	15	.	.	PUNCT
cana-4833	32	1	because	because	SCONJ
cana-4833	32	2	of	of	ADP
cana-4833	32	3	the	the	DET
cana-4833	32	4	fierce	fierce	ADJ
cana-4833	32	5	competition	competition	NOUN
cana-4833	32	6	they	they	PRON
cana-4833	32	7	encounter	encounter	VERB
cana-4833	32	8	and	and	CCONJ
cana-4833	32	9	the	the	DET
cana-4833	32	10	ever	ever	ADV
cana-4833	32	11	-	-	PUNCT
cana-4833	32	12	evolving	evolve	VERB
cana-4833	32	13	industry	industry	NOUN
cana-4833	32	14	,	,	PUNCT
cana-4833	32	15	online	online	ADJ
cana-4833	32	16	retailers	retailer	NOUN
cana-4833	32	17	must	must	AUX
cana-4833	32	18	implement	implement	VERB
cana-4833	32	19	sophisticated	sophisticated	ADJ
cana-4833	32	20	pricing	pricing	NOUN
cana-4833	32	21	methods	method	NOUN
cana-4833	32	22	.	.	PUNCT
cana-4833	33	1	online	online	ADJ
cana-4833	33	2	markets	market	NOUN
cana-4833	33	3	are	be	AUX
cana-4833	33	4	dynamic	dynamic	ADJ
cana-4833	33	5	,	,	PUNCT
cana-4833	33	6	and	and	CCONJ
cana-4833	33	7	traditional	traditional	ADJ
cana-4833	33	8	pricing	pricing	NOUN
cana-4833	33	9	strategies	strategy	NOUN
cana-4833	33	10	that	that	PRON
cana-4833	33	11	rely	rely	VERB
cana-4833	33	12	on	on	ADP
cana-4833	33	13	human	human	ADJ
cana-4833	33	14	adjustments	adjustment	NOUN
cana-4833	33	15	and	and	CCONJ
cana-4833	33	16	historical	historical	ADJ
cana-4833	33	17	sales	sale	NOUN
cana-4833	33	18	data	datum	NOUN
cana-4833	33	19	are	be	AUX
cana-4833	33	20	no	no	ADV
cana-4833	33	21	longer	long	ADV
cana-4833	33	22	adequate	adequate	ADJ
cana-4833	33	23	to	to	PART
cana-4833	33	24	keep	keep	VERB
cana-4833	33	25	up	up	ADP
cana-4833	33	26	.	.	PUNCT
cana-4833	34	1	with	with	ADP
cana-4833	34	2	machine	machine	NOUN
cana-4833	34	3	learning	learning	NOUN
cana-4833	34	4	,	,	PUNCT
cana-4833	34	5	shops	shop	NOUN
cana-4833	34	6	can	can	AUX
cana-4833	34	7	examine	examine	VERB
cana-4833	34	8	big	big	ADJ
cana-4833	34	9	datasets	dataset	NOUN
cana-4833	34	10	,	,	PUNCT
cana-4833	34	11	spot	spot	NOUN
cana-4833	34	12	trends	trend	NOUN
cana-4833	34	13	,	,	PUNCT
cana-4833	34	14	and	and	CCONJ
cana-4833	34	15	decide	decide	VERB
cana-4833	34	16	on	on	ADP
cana-4833	34	17	prices	price	NOUN
cana-4833	34	18	in	in	ADP
cana-4833	34	19	real	real	ADJ
cana-4833	34	20	time	time	NOUN
cana-4833	34	21	.	.	PUNCT
cana-4833	35	1	this	this	PRON
cana-4833	35	2	is	be	AUX
cana-4833	35	3	a	a	DET
cana-4833	35	4	strong	strong	ADJ
cana-4833	35	5	option	option	NOUN
cana-4833	35	6	.	.	PUNCT
cana-4833	36	1	we	we	PRON
cana-4833	36	2	will	will	AUX
cana-4833	36	3	study	study	VERB
cana-4833	36	4	the	the	DET
cana-4833	36	5	various	various	ADJ
cana-4833	36	6	ml	ml	NOUN
cana-4833	36	7	algorithms	algorithm	NOUN
cana-4833	36	8	,	,	PUNCT
cana-4833	36	9	such	such	ADJ
cana-4833	36	10	as	as	ADP
cana-4833	36	11	supervised	supervised	ADJ
cana-4833	36	12	learning	learning	NOUN
cana-4833	36	13	,	,	PUNCT
cana-4833	36	14	unsupervised	unsupervised	ADJ
cana-4833	36	15	learning	learning	NOUN
cana-4833	36	16	,	,	PUNCT
cana-4833	36	17	and	and	CCONJ
cana-4833	36	18	reinforcement	reinforcement	NOUN
cana-4833	36	19	learning	learning	NOUN
cana-4833	36	20	,	,	PUNCT
cana-4833	36	21	and	and	CCONJ
cana-4833	36	22	their	their	PRON
cana-4833	36	23	applications	application	NOUN
cana-4833	36	24	in	in	ADP
cana-4833	36	25	dynamic	dynamic	ADJ
cana-4833	36	26	pricing	pricing	NOUN
cana-4833	36	27	as	as	SCONJ
cana-4833	36	28	we	we	PRON
cana-4833	36	29	delve	delve	VERB
cana-4833	36	30	into	into	ADP
cana-4833	36	31	the	the	DET
cana-4833	36	32	nuances	nuance	NOUN
cana-4833	36	33	of	of	ADP
cana-4833	36	34	machine	machine	NOUN
cana-4833	36	35	learning	learning	NOUN
cana-4833	36	36	and	and	CCONJ
cana-4833	36	37	dynamic	dynamic	ADJ
cana-4833	36	38	pricing	pricing	NOUN
cana-4833	36	39	.	.	PUNCT
cana-4833	37	1	we	we	PRON
cana-4833	37	2	will	will	AUX
cana-4833	37	3	also	also	ADV
cana-4833	37	4	talk	talk	VERB
cana-4833	37	5	about	about	ADP
cana-4833	37	6	how	how	SCONJ
cana-4833	37	7	machine	machine	NOUN
cana-4833	37	8	learning	learning	NOUN
cana-4833	37	9	affects	affect	VERB
cana-4833	37	10	inventory	inventory	NOUN
cana-4833	37	11	control	control	NOUN
cana-4833	37	12	,	,	PUNCT
cana-4833	37	13	real	real	ADJ
cana-4833	37	14	-	-	PUNCT
cana-4833	37	15	time	time	NOUN
cana-4833	37	16	adaption	adaption	NOUN
cana-4833	37	17	,	,	PUNCT
cana-4833	37	18	tailored	tailor	VERB
cana-4833	37	19	pricing	pricing	NOUN
cana-4833	37	20	,	,	PUNCT
cana-4833	37	21	and	and	CCONJ
cana-4833	37	22	pricing	pricing	NOUN
cana-4833	37	23	accuracy	accuracy	NOUN
cana-4833	37	24	.	.	PUNCT
cana-4833	38	1	the	the	DET
cana-4833	38	2	study	study	NOUN
cana-4833	38	3	will	will	AUX
cana-4833	38	4	also	also	ADV
cana-4833	38	5	cover	cover	VERB
cana-4833	38	6	the	the	DET
cana-4833	38	7	difficulties	difficulty	NOUN
cana-4833	38	8	in	in	ADP
cana-4833	38	9	applying	apply	VERB
cana-4833	38	10	machine	machine	NOUN
cana-4833	38	11	learning	learning	NOUN
cana-4833	38	12	(	(	PUNCT
cana-4833	38	13	ml	ml	NOUN
cana-4833	38	14	)	)	PUNCT
cana-4833	38	15	to	to	ADP
cana-4833	38	16	dynamic	dynamic	ADJ
cana-4833	38	17	pricing	pricing	NOUN
cana-4833	38	18	,	,	PUNCT
cana-4833	38	19	including	include	VERB
cana-4833	38	20	issues	issue	NOUN
cana-4833	38	21	with	with	ADP
cana-4833	38	22	data	datum	NOUN
cana-4833	38	23	quality	quality	NOUN
cana-4833	38	24	,	,	PUNCT
cana-4833	38	25	model	model	NOUN
cana-4833	38	26	complexity	complexity	NOUN
cana-4833	38	27	,	,	PUNCT
cana-4833	38	28	ethical	ethical	ADJ
cana-4833	38	29	issues	issue	NOUN
cana-4833	38	30	,	,	PUNCT
cana-4833	38	31	and	and	CCONJ
cana-4833	38	32	regulatory	regulatory	ADJ
cana-4833	38	33	compliance	compliance	NOUN
cana-4833	38	34	.	.	PUNCT
cana-4833	39	1	the	the	DET
cana-4833	39	2	purpose	purpose	NOUN
cana-4833	39	3	of	of	ADP
cana-4833	39	4	this	this	DET
cana-4833	39	5	poll	poll	NOUN
cana-4833	39	6	is	be	AUX
cana-4833	39	7	to	to	PART
cana-4833	39	8	provide	provide	VERB
cana-4833	39	9	insight	insight	NOUN
cana-4833	39	10	into	into	ADP
cana-4833	39	11	how	how	SCONJ
cana-4833	39	12	machine	machine	NOUN
cana-4833	39	13	learning	learning	NOUN
cana-4833	39	14	is	be	AUX
cana-4833	39	15	revolutionizing	revolutionize	VERB
cana-4833	39	16	dynamic	dynamic	ADJ
cana-4833	39	17	pricing	pricing	NOUN
cana-4833	39	18	in	in	ADP
cana-4833	39	19	online	online	ADJ
cana-4833	39	20	shopping	shopping	NOUN
cana-4833	39	21	.	.	PUNCT
cana-4833	40	1	online	online	ADJ
cana-4833	40	2	merchants	merchant	NOUN
cana-4833	40	3	can	can	AUX
cana-4833	40	4	more	more	ADV
cana-4833	40	5	effectively	effectively	ADV
cana-4833	40	6	negotiate	negotiate	VERB
cana-4833	40	7	the	the	DET
cana-4833	40	8	complexity	complexity	NOUN
cana-4833	40	9	of	of	ADP
cana-4833	40	10	contemporary	contemporary	ADJ
cana-4833	40	11	markets	market	NOUN
cana-4833	40	12	and	and	CCONJ
cana-4833	40	13	achieve	achieve	VERB
cana-4833	40	14	sustainable	sustainable	ADJ
cana-4833	40	15	growth	growth	NOUN
cana-4833	40	16	by	by	ADP
cana-4833	40	17	comprehending	comprehend	VERB
cana-4833	40	18	the	the	DET
cana-4833	40	19	current	current	ADJ
cana-4833	40	20	status	status	NOUN
cana-4833	40	21	of	of	ADP
cana-4833	40	22	ml	ml	ADV
cana-4833	40	23	-	-	PUNCT
cana-4833	40	24	driven	drive	VERB
cana-4833	40	25	dynamic	dynamic	ADJ
cana-4833	40	26	pricing	pricing	NOUN
cana-4833	40	27	and	and	CCONJ
cana-4833	40	28	projecting	project	VERB
cana-4833	40	29	future	future	ADJ
cana-4833	40	30	trends	trend	NOUN
cana-4833	40	31	.	.	PUNCT
cana-4833	41	1	overview	overview	NOUN
cana-4833	41	2	of	of	ADP
cana-4833	41	3	the	the	DET
cana-4833	41	4	literature	literature	PROPN
cana-4833	41	5	author(s	author(s	PROPN
cana-4833	41	6	)	)	PUNCT
cana-4833	41	7	yea	yea	NOUN
cana-4833	41	8	r	r	NOUN
cana-4833	41	9	title	title	NOUN
cana-4833	41	10	journal	journal	NOUN
cana-4833	41	11	/	/	SYM
cana-4833	41	12	confere	confere	PROPN
cana-4833	41	13	nce	nce	NOUN
cana-4833	41	14	principal	principal	ADJ
cana-4833	41	15	contributio	contributio	PROPN
cana-4833	41	16	ns	ns	NUM
cana-4833	41	17	methods	method	NOUN
cana-4833	41	18	of	of	ADP
cana-4833	41	19	machine	machine	NOUN
cana-4833	41	20	learning	learning	NOUN
cana-4833	41	21	results	result	NOUN
cana-4833	41	22	/	/	SYM
cana-4833	41	23	imp	imp	PROPN
cana-4833	41	24	act	act	PROPN
cana-4833	41	25	seifert	seifert	PROPN
cana-4833	41	26	,	,	PUNCT
cana-4833	41	27	r.	r.	PROPN
cana-4833	41	28	201	201	NUM
cana-4833	41	29	dynamic	dynamic	ADJ
cana-4833	41	30	operations	operation	NOUN
cana-4833	41	31	examines	examine	NOUN
cana-4833	41	32	supervised	supervise	VERB
cana-4833	41	33	integrated	integrate	VERB
cana-4833	41	34	communications	communication	NOUN
cana-4833	41	35	on	on	ADP
cana-4833	41	36	applied	apply	VERB
cana-4833	41	37	nonlinear	nonlinear	ADJ
cana-4833	41	38	analysis	analysis	NOUN
cana-4833	41	39	issn	issn	NOUN
cana-4833	41	40	:	:	PUNCT
cana-4833	41	41	1074	1074	NUM
cana-4833	41	42	-	-	PUNCT
cana-4833	41	43	133x	133x	NUM
cana-4833	41	44	vol	vol	VERB
cana-4833	41	45	32	32	NUM
cana-4833	41	46	no	no	NOUN
cana-4833	41	47	.	.	PUNCT
cana-4833	42	1	10s	10	NOUN
cana-4833	42	2	(	(	PUNCT
cana-4833	42	3	2025	2025	NUM
cana-4833	42	4	)	)	PUNCT
cana-4833	42	5	408	408	NUM
cana-4833	43	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	43	2	w.	w.	PROPN
cana-4833	43	3	,	,	PUNCT
cana-4833	43	4	&	&	CCONJ
cana-4833	43	5	thoneman	thoneman	PROPN
cana-4833	43	6	n	n	CCONJ
cana-4833	43	7	,	,	PUNCT
cana-4833	43	8	u.	u.	PROPN
cana-4833	43	9	w.	w.	PROPN
cana-4833	43	10	8	8	NUM
cana-4833	43	11	pricing	pricing	NOUN
cana-4833	43	12	and	and	CCONJ
cana-4833	43	13	inventory	inventory	NOUN
cana-4833	43	14	manageme	manageme	NOUN
cana-4833	43	15	nt	not	PART
cana-4833	43	16	for	for	ADP
cana-4833	43	17	substitutab	substitutab	NOUN
cana-4833	43	18	le	le	ADP
cana-4833	43	19	products	product	NOUN
cana-4833	43	20	research	research	VERB
cana-4833	43	21	joint	joint	ADJ
cana-4833	43	22	pricing	pricing	NOUN
cana-4833	43	23	and	and	CCONJ
cana-4833	43	24	inventory	inventory	NOUN
cana-4833	43	25	decisions	decision	NOUN
cana-4833	43	26	for	for	ADP
cana-4833	43	27	substitutable	substitutable	ADJ
cana-4833	43	28	products	product	NOUN
cana-4833	43	29	learning	learn	VERB
cana-4833	43	30	(	(	PUNCT
cana-4833	43	31	regressio	regressio	NOUN
cana-4833	43	32	n	n	CCONJ
cana-4833	43	33	)	)	PUNCT
cana-4833	43	34	,	,	PUNCT
cana-4833	43	35	optimizati	optimizati	PROPN
cana-4833	43	36	on	on	ADP
cana-4833	43	37	algorithm	algorithm	NOUN
cana-4833	43	38	s	s	PART
cana-4833	43	39	pricing	pricing	NOUN
cana-4833	43	40	and	and	CCONJ
cana-4833	43	41	inventory	inventory	NOUN
cana-4833	43	42	management	management	NOUN
cana-4833	43	43	improves	improve	VERB
cana-4833	43	44	efficiency	efficiency	NOUN
cana-4833	43	45	and	and	CCONJ
cana-4833	43	46	profitability	profitability	NOUN
cana-4833	43	47	kaptein	kaptein	PROPN
cana-4833	43	48	,	,	PUNCT
cana-4833	43	49	m.	m.	NOUN
cana-4833	43	50	,	,	PUNCT
cana-4833	43	51	&	&	CCONJ
cana-4833	43	52	van	van	PROPN
cana-4833	43	53	herk	herk	PROPN
cana-4833	43	54	,	,	PUNCT
cana-4833	43	55	h.	h.	PROPN
cana-4833	43	56	201	201	NUM
cana-4833	43	57	9	9	NUM
cana-4833	43	58	personalizi	personalizi	NOUN
cana-4833	43	59	ng	ng	PROPN
cana-4833	43	60	online	online	PROPN
cana-4833	43	61	advertisin	advertisin	PROPN
cana-4833	43	62	g	g	PROPN
cana-4833	43	63	and	and	CCONJ
cana-4833	43	64	pricing	pricing	NOUN
cana-4833	43	65	journal	journal	NOUN
cana-4833	43	66	of	of	ADP
cana-4833	43	67	interactive	interactive	ADJ
cana-4833	43	68	marketing	marketing	NOUN
cana-4833	43	69	explores	explore	NOUN
cana-4833	43	70	personalized	personalize	VERB
cana-4833	43	71	pricing	pricing	NOUN
cana-4833	43	72	strategies	strategy	NOUN
cana-4833	43	73	using	use	VERB
cana-4833	43	74	ml	ml	NOUN
cana-4833	43	75	supervised	supervised	ADJ
cana-4833	43	76	learning	learning	NOUN
cana-4833	43	77	(	(	PUNCT
cana-4833	43	78	recomme	recomme	PROPN
cana-4833	43	79	ndation	ndation	PROPN
cana-4833	43	80	systems	system	NOUN
cana-4833	43	81	)	)	PUNCT
cana-4833	43	82	personalized	personalize	VERB
cana-4833	43	83	pricing	pricing	NOUN
cana-4833	43	84	increases	increase	VERB
cana-4833	43	85	customer	customer	NOUN
cana-4833	43	86	satisfaction	satisfaction	NOUN
cana-4833	43	87	and	and	CCONJ
cana-4833	43	88	conversion	conversion	NOUN
cana-4833	43	89	rates	rate	NOUN
cana-4833	43	90	bakos	bakos	VERB
cana-4833	43	91	,	,	PUNCT
cana-4833	43	92	y.	y.	PROPN
cana-4833	43	93	,	,	PUNCT
cana-4833	43	94	&	&	CCONJ
cana-4833	43	95	brynjolfss	brynjolfss	ADV
cana-4833	43	96	on	on	ADV
cana-4833	43	97	,	,	PUNCT
cana-4833	43	98	e.	e.	PROPN
cana-4833	43	99	201	201	NUM
cana-4833	43	100	7	7	NUM
cana-4833	43	101	bundling	bundle	VERB
cana-4833	43	102	and	and	CCONJ
cana-4833	43	103	competitio	competitio	NOUN
cana-4833	43	104	n	n	CCONJ
cana-4833	43	105	on	on	ADP
cana-4833	43	106	the	the	DET
cana-4833	43	107	internet	internet	NOUN
cana-4833	43	108	marketing	marketing	NOUN
cana-4833	43	109	science	science	NOUN
cana-4833	43	110	investigates	investigate	VERB
cana-4833	43	111	bundling	bundle	VERB
cana-4833	43	112	strategies	strategy	NOUN
cana-4833	43	113	and	and	CCONJ
cana-4833	43	114	their	their	PRON
cana-4833	43	115	impact	impact	NOUN
cana-4833	43	116	on	on	ADP
cana-4833	43	117	dynamic	dynamic	ADJ
cana-4833	43	118	pricing	pricing	NOUN
cana-4833	43	119	supervised	supervised	ADJ
cana-4833	43	120	learning	learning	NOUN
cana-4833	43	121	(	(	PUNCT
cana-4833	43	122	classifica	classifica	PROPN
cana-4833	43	123	tion	tion	PROPN
cana-4833	43	124	)	)	PUNCT
cana-4833	43	125	bundling	bundle	VERB
cana-4833	43	126	combined	combine	VERB
cana-4833	43	127	with	with	ADP
cana-4833	43	128	dynamic	dynamic	ADJ
cana-4833	43	129	pricing	pricing	NOUN
cana-4833	43	130	can	can	AUX
cana-4833	43	131	enhance	enhance	VERB
cana-4833	43	132	consumer	consumer	NOUN
cana-4833	43	133	value	value	NOUN
cana-4833	43	134	and	and	CCONJ
cana-4833	43	135	firm	firm	ADJ
cana-4833	43	136	profitability	profitability	NOUN
cana-4833	43	137	jiao	jiao	PROPN
cana-4833	43	138	,	,	PUNCT
cana-4833	43	139	j.	j.	PROPN
cana-4833	43	140	,	,	PUNCT
cana-4833	43	141	&	&	CCONJ
cana-4833	43	142	sun	sun	PROPN
cana-4833	43	143	,	,	PUNCT
cana-4833	43	144	t.	t.	NOUN
cana-4833	43	145	202	202	NUM
cana-4833	43	146	0	0	NUM
cana-4833	43	147	ethical	ethical	ADJ
cana-4833	43	148	implicatio	implicatio	NOUN
cana-4833	43	149	ns	ns	INTJ
cana-4833	43	150	of	of	ADP
cana-4833	43	151	dynamic	dynamic	ADJ
cana-4833	43	152	pricing	pricing	NOUN
cana-4833	43	153	algorithms	algorithm	NOUN
cana-4833	43	154	journal	journal	NOUN
cana-4833	43	155	of	of	ADP
cana-4833	43	156	business	business	NOUN
cana-4833	43	157	ethics	ethic	NOUN
cana-4833	43	158	discusses	discuss	VERB
cana-4833	43	159	ethical	ethical	ADJ
cana-4833	43	160	consideratio	consideratio	NOUN
cana-4833	43	161	ns	ns	NUM
cana-4833	43	162	in	in	ADP
cana-4833	43	163	the	the	DET
cana-4833	43	164	use	use	NOUN
cana-4833	43	165	of	of	ADP
cana-4833	43	166	dynamic	dynamic	ADJ
cana-4833	43	167	pricing	pricing	NOUN
cana-4833	43	168	algorithms	algorithm	NOUN
cana-4833	43	169	(	(	PUNCT
cana-4833	43	170	ethical	ethical	ADJ
cana-4833	43	171	analysis	analysis	NOUN
cana-4833	43	172	)	)	PUNCT
cana-4833	43	173	highlights	highlight	NOUN
cana-4833	43	174	the	the	DET
cana-4833	43	175	need	need	NOUN
cana-4833	43	176	for	for	ADP
cana-4833	43	177	fairness	fairness	NOUN
cana-4833	43	178	and	and	CCONJ
cana-4833	43	179	transparency	transparency	NOUN
cana-4833	43	180	in	in	ADP
cana-4833	43	181	ml	ml	ADV
cana-4833	43	182	-	-	PUNCT
cana-4833	43	183	driven	drive	VERB
cana-4833	43	184	pricing	pricing	NOUN
cana-4833	43	185	misra	misra	NOUN
cana-4833	43	186	,	,	PUNCT
cana-4833	43	187	s.	s.	PROPN
cana-4833	43	188	,	,	PUNCT
cana-4833	43	189	&	&	CCONJ
cana-4833	43	190	aggarwal	aggarwal	PROPN
cana-4833	43	191	,	,	PUNCT
cana-4833	43	192	r.	r.	PROPN
cana-4833	43	193	202	202	NUM
cana-4833	43	194	0	0	NUM
cana-4833	43	195	machine	machine	NOUN
cana-4833	43	196	learning	learn	VERB
cana-4833	43	197	for	for	ADP
cana-4833	43	198	dynamic	dynamic	ADJ
cana-4833	43	199	pricing	pricing	NOUN
cana-4833	43	200	:	:	PUNCT
cana-4833	43	201	case	case	NOUN
cana-4833	43	202	study	study	NOUN
cana-4833	43	203	and	and	CCONJ
cana-4833	43	204	insights	insight	VERB
cana-4833	43	205	ieee	ieee	NOUN
cana-4833	43	206	transactions	transaction	NOUN
cana-4833	43	207	on	on	ADP
cana-4833	43	208	industrial	industrial	ADJ
cana-4833	43	209	informatics	informatic	NOUN
cana-4833	43	210	provides	provide	VERB
cana-4833	43	211	case	case	NOUN
cana-4833	43	212	study	study	NOUN
cana-4833	43	213	on	on	ADP
cana-4833	43	214	ml	ml	NOUN
cana-4833	43	215	implementati	implementati	NOUN
cana-4833	43	216	on	on	ADP
cana-4833	43	217	for	for	ADP
cana-4833	43	218	dynamic	dynamic	ADJ
cana-4833	43	219	pricing	pricing	NOUN
cana-4833	43	220	in	in	ADP
cana-4833	43	221	retail	retail	ADJ
cana-4833	43	222	supervised	supervised	ADJ
cana-4833	43	223	learning	learning	NOUN
cana-4833	43	224	(	(	PUNCT
cana-4833	43	225	decision	decision	NOUN
cana-4833	43	226	trees	tree	NOUN
cana-4833	43	227	)	)	PUNCT
cana-4833	43	228	,	,	PUNCT
cana-4833	43	229	neural	neural	ADJ
cana-4833	43	230	networks	network	NOUN
cana-4833	43	231	ml	ml	NOUN
cana-4833	43	232	models	model	NOUN
cana-4833	43	233	improve	improve	VERB
cana-4833	43	234	pricing	pricing	NOUN
cana-4833	43	235	accuracy	accuracy	NOUN
cana-4833	43	236	and	and	CCONJ
cana-4833	43	237	inventory	inventory	NOUN
cana-4833	43	238	management	management	NOUN
cana-4833	43	239	2	2	NUM
cana-4833	43	240	.	.	PUNCT
cana-4833	43	241	machine	machine	NOUN
cana-4833	43	242	learning	learn	VERB
cana-4833	43	243	algorithms	algorithm	NOUN
cana-4833	43	244	for	for	ADP
cana-4833	43	245	dynamic	dynamic	ADJ
cana-4833	43	246	pricing	pricing	NOUN
cana-4833	43	247	there	there	PRON
cana-4833	43	248	are	be	VERB
cana-4833	43	249	numerous	numerous	ADJ
cana-4833	43	250	algorithms	algorithm	NOUN
cana-4833	43	251	available	available	ADJ
cana-4833	43	252	in	in	ADP
cana-4833	43	253	machine	machine	NOUN
cana-4833	43	254	learning	learning	NOUN
cana-4833	43	255	that	that	PRON
cana-4833	43	256	can	can	AUX
cana-4833	43	257	be	be	AUX
cana-4833	43	258	used	use	VERB
cana-4833	43	259	for	for	ADP
cana-4833	43	260	dynamic	dynamic	ADJ
cana-4833	43	261	pricing	pricing	NOUN
cana-4833	43	262	.	.	PUNCT
cana-4833	44	1	these	these	DET
cana-4833	44	2	algorithms	algorithm	NOUN
cana-4833	44	3	fall	fall	VERB
cana-4833	44	4	into	into	ADP
cana-4833	44	5	three	three	NUM
cana-4833	44	6	general	general	ADJ
cana-4833	44	7	categories	category	NOUN
cana-4833	44	8	:	:	PUNCT
cana-4833	44	9	reinforcement	reinforcement	NOUN
cana-4833	44	10	learning	learning	NOUN
cana-4833	44	11	,	,	PUNCT
cana-4833	44	12	unsupervised	unsupervised	ADJ
cana-4833	44	13	learning	learning	NOUN
cana-4833	44	14	,	,	PUNCT
cana-4833	44	15	communications	communication	NOUN
cana-4833	44	16	on	on	ADP
cana-4833	44	17	applied	apply	VERB
cana-4833	44	18	nonlinear	nonlinear	ADJ
cana-4833	44	19	analysis	analysis	NOUN
cana-4833	44	20	issn	issn	NOUN
cana-4833	44	21	:	:	PUNCT
cana-4833	44	22	1074	1074	NUM
cana-4833	44	23	-	-	PUNCT
cana-4833	44	24	133x	133x	NUM
cana-4833	44	25	vol	vol	VERB
cana-4833	44	26	32	32	NUM
cana-4833	44	27	no	no	NOUN
cana-4833	44	28	.	.	PUNCT
cana-4833	45	1	10s	10	NOUN
cana-4833	45	2	(	(	PUNCT
cana-4833	45	3	2025	2025	NUM
cana-4833	45	4	)	)	PUNCT
cana-4833	45	5	409	409	NUM
cana-4833	45	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	45	7	and	and	CCONJ
cana-4833	45	8	supervised	supervised	ADJ
cana-4833	45	9	learning	learning	NOUN
cana-4833	45	10	.	.	PUNCT
cana-4833	46	1	online	online	ADJ
cana-4833	46	2	businesses	business	NOUN
cana-4833	46	3	are	be	AUX
cana-4833	46	4	now	now	ADV
cana-4833	46	5	able	able	ADJ
cana-4833	46	6	to	to	PART
cana-4833	46	7	optimize	optimize	VERB
cana-4833	46	8	their	their	PRON
cana-4833	46	9	dynamic	dynamic	ADJ
cana-4833	46	10	pricing	pricing	NOUN
cana-4833	46	11	strategies	strategy	NOUN
cana-4833	46	12	with	with	ADP
cana-4833	46	13	the	the	DET
cana-4833	46	14	help	help	NOUN
cana-4833	46	15	of	of	ADP
cana-4833	46	16	machine	machine	NOUN
cana-4833	46	17	learning	learn	VERB
cana-4833	46	18	algorithms	algorithm	NOUN
cana-4833	46	19	.	.	PUNCT
cana-4833	47	1	massive	massive	ADJ
cana-4833	47	2	volumes	volume	NOUN
cana-4833	47	3	of	of	ADP
cana-4833	47	4	data	datum	NOUN
cana-4833	47	5	can	can	AUX
cana-4833	47	6	be	be	AUX
cana-4833	47	7	processed	process	VERB
cana-4833	47	8	and	and	CCONJ
cana-4833	47	9	analyzed	analyze	VERB
cana-4833	47	10	by	by	ADP
cana-4833	47	11	these	these	DET
cana-4833	47	12	algorithms	algorithm	NOUN
cana-4833	47	13	to	to	PART
cana-4833	47	14	provide	provide	VERB
cana-4833	47	15	useful	useful	ADJ
cana-4833	47	16	insights	insight	NOUN
cana-4833	47	17	that	that	PRON
cana-4833	47	18	allow	allow	VERB
cana-4833	47	19	for	for	ADP
cana-4833	47	20	real	real	ADJ
cana-4833	47	21	-	-	PUNCT
cana-4833	47	22	time	time	NOUN
cana-4833	47	23	price	price	NOUN
cana-4833	47	24	modifications	modification	NOUN
cana-4833	47	25	based	base	VERB
cana-4833	47	26	on	on	ADP
cana-4833	47	27	consumer	consumer	NOUN
cana-4833	47	28	behavior	behavior	NOUN
cana-4833	47	29	,	,	PUNCT
cana-4833	47	30	competition	competition	NOUN
cana-4833	47	31	activity	activity	NOUN
cana-4833	47	32	,	,	PUNCT
cana-4833	47	33	and	and	CCONJ
cana-4833	47	34	market	market	NOUN
cana-4833	47	35	conditions	condition	NOUN
cana-4833	47	36	.	.	PUNCT
cana-4833	48	1	supervised	supervised	ADJ
cana-4833	48	2	learning	learning	NOUN
cana-4833	48	3	,	,	PUNCT
cana-4833	48	4	unsupervised	unsupervised	ADJ
cana-4833	48	5	learning	learning	NOUN
cana-4833	48	6	,	,	PUNCT
cana-4833	48	7	and	and	CCONJ
cana-4833	48	8	reinforcement	reinforcement	NOUN
cana-4833	48	9	learning	learning	NOUN
cana-4833	48	10	are	be	AUX
cana-4833	48	11	the	the	DET
cana-4833	48	12	main	main	ADJ
cana-4833	48	13	machine	machine	NOUN
cana-4833	48	14	learning	learn	VERB
cana-4833	48	15	techniques	technique	NOUN
cana-4833	48	16	utilized	utilize	VERB
cana-4833	48	17	in	in	ADP
cana-4833	48	18	dynamic	dynamic	ADJ
cana-4833	48	19	pricing	pricing	NOUN
cana-4833	48	20	.	.	PUNCT
cana-4833	49	1	2.1	2.1	NUM
cana-4833	49	2	supervised	supervised	ADJ
cana-4833	49	3	learning	learning	NOUN
cana-4833	49	4	in	in	ADP
cana-4833	49	5	order	order	NOUN
cana-4833	49	6	to	to	PART
cana-4833	49	7	train	train	VERB
cana-4833	49	8	supervised	supervised	ADJ
cana-4833	49	9	learning	learning	NOUN
cana-4833	49	10	algorithms	algorithm	NOUN
cana-4833	49	11	,	,	PUNCT
cana-4833	49	12	historical	historical	ADJ
cana-4833	49	13	data	datum	NOUN
cana-4833	49	14	with	with	ADP
cana-4833	49	15	known	know	VERB
cana-4833	49	16	prices	price	NOUN
cana-4833	49	17	as	as	SCONJ
cana-4833	49	18	the	the	DET
cana-4833	49	19	target	target	NOUN
cana-4833	49	20	variable	variable	NOUN
cana-4833	49	21	is	be	AUX
cana-4833	49	22	used	use	VERB
cana-4833	49	23	.	.	PUNCT
cana-4833	50	1	by	by	ADP
cana-4833	50	2	understanding	understand	VERB
cana-4833	50	3	the	the	DET
cana-4833	50	4	connections	connection	NOUN
cana-4833	50	5	between	between	ADP
cana-4833	50	6	the	the	DET
cana-4833	50	7	input	input	NOUN
cana-4833	50	8	features	feature	NOUN
cana-4833	50	9	and	and	CCONJ
cana-4833	50	10	the	the	DET
cana-4833	50	11	goal	goal	NOUN
cana-4833	50	12	variable	variable	NOUN
cana-4833	50	13	,	,	PUNCT
cana-4833	50	14	these	these	DET
cana-4833	50	15	algorithms	algorithm	NOUN
cana-4833	50	16	are	be	AUX
cana-4833	50	17	able	able	ADJ
cana-4833	50	18	to	to	PART
cana-4833	50	19	forecast	forecast	VERB
cana-4833	50	20	the	the	DET
cana-4833	50	21	best	good	ADJ
cana-4833	50	22	prices	price	NOUN
cana-4833	50	23	based	base	VERB
cana-4833	50	24	on	on	ADP
cana-4833	50	25	fresh	fresh	ADJ
cana-4833	50	26	information	information	NOUN
cana-4833	50	27	.	.	PUNCT
cana-4833	51	1	in	in	ADP
cana-4833	51	2	order	order	NOUN
cana-4833	51	3	to	to	PART
cana-4833	51	4	train	train	VERB
cana-4833	51	5	supervised	supervised	ADJ
cana-4833	51	6	learning	learning	NOUN
cana-4833	51	7	algorithms	algorithm	NOUN
cana-4833	51	8	,	,	PUNCT
cana-4833	51	9	historical	historical	ADJ
cana-4833	51	10	data	datum	NOUN
cana-4833	51	11	with	with	ADP
cana-4833	51	12	known	know	VERB
cana-4833	51	13	prices	price	NOUN
cana-4833	51	14	as	as	SCONJ
cana-4833	51	15	the	the	DET
cana-4833	51	16	target	target	NOUN
cana-4833	51	17	variable	variable	NOUN
cana-4833	51	18	is	be	AUX
cana-4833	51	19	used	use	VERB
cana-4833	51	20	.	.	PUNCT
cana-4833	52	1	supervised	supervised	ADJ
cana-4833	52	2	learning	learn	VERB
cana-4833	52	3	algorithms	algorithm	NOUN
cana-4833	52	4	that	that	PRON
cana-4833	52	5	are	be	AUX
cana-4833	52	6	frequently	frequently	ADV
cana-4833	52	7	employed	employ	VERB
cana-4833	52	8	in	in	ADP
cana-4833	52	9	dynamic	dynamic	ADJ
cana-4833	52	10	pricing	pricing	NOUN
cana-4833	52	11	include	include	VERB
cana-4833	52	12	:	:	PUNCT
cana-4833	52	13	•	•	NUM
cana-4833	52	14	linear	linear	PROPN
cana-4833	52	15	regression	regression	NOUN
cana-4833	52	16	:	:	PUNCT
cana-4833	52	17	the	the	DET
cana-4833	52	18	link	link	NOUN
cana-4833	52	19	between	between	ADP
cana-4833	52	20	price	price	NOUN
cana-4833	52	21	and	and	CCONJ
cana-4833	52	22	variables	variable	NOUN
cana-4833	52	23	including	include	VERB
cana-4833	52	24	time	time	NOUN
cana-4833	52	25	,	,	PUNCT
cana-4833	52	26	competition	competition	NOUN
cana-4833	52	27	prices	price	NOUN
cana-4833	52	28	,	,	PUNCT
cana-4833	52	29	and	and	CCONJ
cana-4833	52	30	demand	demand	NOUN
cana-4833	52	31	is	be	AUX
cana-4833	52	32	modeled	model	VERB
cana-4833	52	33	by	by	ADP
cana-4833	52	34	linear	linear	PROPN
cana-4833	52	35	regression	regression	NOUN
cana-4833	52	36	.	.	PUNCT
cana-4833	53	1	it	it	PRON
cana-4833	53	2	is	be	AUX
cana-4833	53	3	a	a	DET
cana-4833	53	4	straightforward	straightforward	ADJ
cana-4833	53	5	yet	yet	CCONJ
cana-4833	53	6	effective	effective	ADJ
cana-4833	53	7	technique	technique	NOUN
cana-4833	53	8	for	for	ADP
cana-4833	53	9	figuring	figure	VERB
cana-4833	53	10	out	out	ADP
cana-4833	53	11	pricing	pricing	NOUN
cana-4833	53	12	trends	trend	NOUN
cana-4833	53	13	and	and	CCONJ
cana-4833	53	14	forecasting	forecasting	NOUN
cana-4833	53	15	.	.	PUNCT
cana-4833	54	1	complex	complex	ADJ
cana-4833	54	2	non	non	ADJ
cana-4833	54	3	-	-	ADJ
cana-4833	54	4	linear	linear	ADJ
cana-4833	54	5	correlations	correlation	NOUN
cana-4833	54	6	in	in	ADP
cana-4833	54	7	the	the	DET
cana-4833	54	8	data	datum	NOUN
cana-4833	54	9	,	,	PUNCT
cana-4833	54	10	however	however	ADV
cana-4833	54	11	,	,	PUNCT
cana-4833	54	12	could	could	AUX
cana-4833	54	13	elude	elude	VERB
cana-4833	54	14	linear	linear	ADJ
cana-4833	54	15	regression	regression	NOUN
cana-4833	54	16	.	.	PUNCT
cana-4833	55	1	•	•	NUM
cana-4833	55	2	decision	decision	NOUN
cana-4833	55	3	trees	tree	NOUN
cana-4833	55	4	and	and	CCONJ
cana-4833	55	5	random	random	ADJ
cana-4833	55	6	forests	forest	NOUN
cana-4833	55	7	:	:	PUNCT
cana-4833	55	8	decision	decision	NOUN
cana-4833	55	9	trees	tree	NOUN
cana-4833	55	10	employ	employ	VERB
cana-4833	55	11	a	a	DET
cana-4833	55	12	model	model	NOUN
cana-4833	55	13	of	of	ADP
cana-4833	55	14	decisions	decision	NOUN
cana-4833	55	15	and	and	CCONJ
cana-4833	55	16	their	their	PRON
cana-4833	55	17	potential	potential	ADJ
cana-4833	55	18	results	result	NOUN
cana-4833	55	19	,	,	PUNCT
cana-4833	55	20	such	such	ADJ
cana-4833	55	21	as	as	ADP
cana-4833	55	22	resource	resource	NOUN
cana-4833	55	23	costs	cost	NOUN
cana-4833	55	24	and	and	CCONJ
cana-4833	55	25	chance	chance	VERB
cana-4833	55	26	event	event	NOUN
cana-4833	55	27	outcomes	outcome	NOUN
cana-4833	55	28	,	,	PUNCT
cana-4833	55	29	in	in	ADP
cana-4833	55	30	the	the	DET
cana-4833	55	31	form	form	NOUN
cana-4833	55	32	of	of	ADP
cana-4833	55	33	a	a	DET
cana-4833	55	34	tree	tree	NOUN
cana-4833	55	35	.	.	PUNCT
cana-4833	56	1	using	use	VERB
cana-4833	56	2	an	an	DET
cana-4833	56	3	ensemble	ensemble	ADJ
cana-4833	56	4	learning	learning	NOUN
cana-4833	56	5	technique	technique	NOUN
cana-4833	56	6	called	call	VERB
cana-4833	56	7	random	random	ADJ
cana-4833	56	8	forests	forest	NOUN
cana-4833	56	9	,	,	PUNCT
cana-4833	56	10	several	several	ADJ
cana-4833	56	11	decision	decision	NOUN
cana-4833	56	12	trees	tree	NOUN
cana-4833	56	13	are	be	AUX
cana-4833	56	14	constructed	construct	VERB
cana-4833	56	15	and	and	CCONJ
cana-4833	56	16	their	their	PRON
cana-4833	56	17	outputs	output	NOUN
cana-4833	56	18	are	be	AUX
cana-4833	56	19	combined	combine	VERB
cana-4833	56	20	to	to	PART
cana-4833	56	21	increase	increase	VERB
cana-4833	56	22	prediction	prediction	NOUN
cana-4833	56	23	accuracy	accuracy	NOUN
cana-4833	56	24	and	and	CCONJ
cana-4833	56	25	reduce	reduce	VERB
cana-4833	56	26	over	over	ADV
cana-4833	56	27	-	-	PUNCT
cana-4833	56	28	fitting	fitting	ADJ
cana-4833	56	29	.	.	PUNCT
cana-4833	57	1	these	these	DET
cana-4833	57	2	techniques	technique	NOUN
cana-4833	57	3	are	be	AUX
cana-4833	57	4	appropriate	appropriate	ADJ
cana-4833	57	5	for	for	ADP
cana-4833	57	6	complex	complex	ADJ
cana-4833	57	7	pricing	pricing	NOUN
cana-4833	57	8	scenarios	scenario	NOUN
cana-4833	57	9	because	because	SCONJ
cana-4833	57	10	they	they	PRON
cana-4833	57	11	can	can	AUX
cana-4833	57	12	manage	manage	VERB
cana-4833	57	13	non	non	ADJ
cana-4833	57	14	-	-	ADJ
cana-4833	57	15	linear	linear	ADJ
cana-4833	57	16	correlations	correlation	NOUN
cana-4833	57	17	and	and	CCONJ
cana-4833	57	18	interactions	interaction	NOUN
cana-4833	57	19	between	between	ADP
cana-4833	57	20	variables	variable	NOUN
cana-4833	57	21	.	.	PUNCT
cana-4833	58	1	•	•	NUM
cana-4833	58	2	neural	neural	ADJ
cana-4833	58	3	networks	network	NOUN
cana-4833	58	4	:	:	PUNCT
cana-4833	58	5	large	large	ADJ
cana-4833	58	6	and	and	CCONJ
cana-4833	58	7	complicated	complicated	ADJ
cana-4833	58	8	datasets	dataset	NOUN
cana-4833	58	9	containing	contain	VERB
cana-4833	58	10	detailed	detailed	ADJ
cana-4833	58	11	patterns	pattern	NOUN
cana-4833	58	12	and	and	CCONJ
cana-4833	58	13	dependencies	dependency	NOUN
cana-4833	58	14	can	can	AUX
cana-4833	58	15	be	be	AUX
cana-4833	58	16	captured	capture	VERB
cana-4833	58	17	by	by	ADP
cana-4833	58	18	neural	neural	ADJ
cana-4833	58	19	networks	network	NOUN
cana-4833	58	20	,	,	PUNCT
cana-4833	58	21	especially	especially	ADV
cana-4833	58	22	deep	deep	ADJ
cana-4833	58	23	learning	learning	NOUN
cana-4833	58	24	models	model	NOUN
cana-4833	58	25	.	.	PUNCT
cana-4833	59	1	they	they	PRON
cana-4833	59	2	are	be	AUX
cana-4833	59	3	made	make	VERB
cana-4833	59	4	up	up	ADP
cana-4833	59	5	of	of	ADP
cana-4833	59	6	several	several	ADJ
cana-4833	59	7	tiers	tier	NOUN
cana-4833	59	8	of	of	ADP
cana-4833	59	9	networked	networked	ADJ
cana-4833	59	10	nodes	node	NOUN
cana-4833	59	11	,	,	PUNCT
cana-4833	59	12	or	or	CCONJ
cana-4833	59	13	neurons	neuron	NOUN
cana-4833	59	14	that	that	PRON
cana-4833	59	15	can	can	AUX
cana-4833	59	16	recognize	recognize	VERB
cana-4833	59	17	hierarchical	hierarchical	ADJ
cana-4833	59	18	data	datum	NOUN
cana-4833	59	19	representations	representation	NOUN
cana-4833	59	20	.	.	PUNCT
cana-4833	60	1	although	although	SCONJ
cana-4833	60	2	they	they	PRON
cana-4833	60	3	can	can	AUX
cana-4833	60	4	simulate	simulate	VERB
cana-4833	60	5	intricate	intricate	ADJ
cana-4833	60	6	relationships	relationship	NOUN
cana-4833	60	7	and	and	CCONJ
cana-4833	60	8	are	be	AUX
cana-4833	60	9	incredibly	incredibly	ADV
cana-4833	60	10	versatile	versatile	ADJ
cana-4833	60	11	,	,	PUNCT
cana-4833	60	12	neural	neural	ADJ
cana-4833	60	13	networks	network	NOUN
cana-4833	60	14	need	need	VERB
cana-4833	60	15	a	a	DET
cana-4833	60	16	lot	lot	NOUN
cana-4833	60	17	of	of	ADP
cana-4833	60	18	processing	processing	NOUN
cana-4833	60	19	power	power	NOUN
cana-4833	60	20	and	and	CCONJ
cana-4833	60	21	data	datum	NOUN
cana-4833	60	22	to	to	PART
cana-4833	60	23	train	train	VERB
cana-4833	60	24	.	.	PUNCT
cana-4833	61	1	2.2	2.2	NUM
cana-4833	61	2	unsupervised	unsupervised	ADJ
cana-4833	61	3	learning	learning	NOUN
cana-4833	61	4	algorithms	algorithm	NOUN
cana-4833	61	5	for	for	ADP
cana-4833	61	6	unsupervised	unsupervised	ADJ
cana-4833	61	7	learning	learning	NOUN
cana-4833	61	8	are	be	AUX
cana-4833	61	9	used	use	VERB
cana-4833	61	10	to	to	PART
cana-4833	61	11	find	find	VERB
cana-4833	61	12	patterns	pattern	NOUN
cana-4833	61	13	in	in	ADP
cana-4833	61	14	data	datum	NOUN
cana-4833	61	15	that	that	PRON
cana-4833	61	16	lack	lack	VERB
cana-4833	61	17	labels	label	NOUN
cana-4833	61	18	.	.	PUNCT
cana-4833	62	1	these	these	DET
cana-4833	62	2	algorithms	algorithm	NOUN
cana-4833	62	3	can	can	AUX
cana-4833	62	4	be	be	AUX
cana-4833	62	5	used	use	VERB
cana-4833	62	6	in	in	ADP
cana-4833	62	7	dynamic	dynamic	ADJ
cana-4833	62	8	pricing	pricing	NOUN
cana-4833	62	9	to	to	PART
cana-4833	62	10	detect	detect	VERB
cana-4833	62	11	various	various	ADJ
cana-4833	62	12	market	market	NOUN
cana-4833	62	13	categories	category	NOUN
cana-4833	62	14	and	and	CCONJ
cana-4833	62	15	segment	segment	NOUN
cana-4833	62	16	customers	customer	NOUN
cana-4833	62	17	:	:	PUNCT
cana-4833	62	18	2.2.1	2.2.1	NUM
cana-4833	62	19	algorithms	algorithm	NOUN
cana-4833	62	20	for	for	ADP
cana-4833	62	21	clustering	cluster	VERB
cana-4833	62	22	similar	similar	ADJ
cana-4833	62	23	customers	customer	NOUN
cana-4833	62	24	are	be	AUX
cana-4833	62	25	grouped	group	VERB
cana-4833	62	26	together	together	ADV
cana-4833	62	27	using	use	VERB
cana-4833	62	28	clustering	clustering	ADJ
cana-4833	62	29	approaches	approach	NOUN
cana-4833	62	30	,	,	PUNCT
cana-4833	62	31	like	like	ADP
cana-4833	62	32	k	k	ADJ
cana-4833	62	33	-	-	PUNCT
cana-4833	62	34	means	mean	VERB
cana-4833	62	35	clustering	clustering	NOUN
cana-4833	62	36	,	,	PUNCT
cana-4833	62	37	based	base	VERB
cana-4833	62	38	on	on	ADP
cana-4833	62	39	their	their	PRON
cana-4833	62	40	interests	interest	NOUN
cana-4833	62	41	,	,	PUNCT
cana-4833	62	42	purchase	purchase	NOUN
cana-4833	62	43	patterns	pattern	NOUN
cana-4833	62	44	,	,	PUNCT
cana-4833	62	45	and	and	CCONJ
cana-4833	62	46	other	other	ADJ
cana-4833	62	47	characteristics	characteristic	NOUN
cana-4833	62	48	.	.	PUNCT
cana-4833	63	1	retailers	retailer	NOUN
cana-4833	63	2	can	can	AUX
cana-4833	63	3	optimize	optimize	VERB
cana-4833	63	4	revenue	revenue	NOUN
cana-4833	63	5	and	and	CCONJ
cana-4833	63	6	customer	customer	NOUN
cana-4833	63	7	happiness	happiness	NOUN
cana-4833	63	8	by	by	ADP
cana-4833	63	9	segmenting	segment	VERB
cana-4833	63	10	their	their	PRON
cana-4833	63	11	customer	customer	NOUN
cana-4833	63	12	base	base	NOUN
cana-4833	63	13	and	and	CCONJ
cana-4833	63	14	customizing	customizing	NOUN
cana-4833	63	15	pricing	pricing	NOUN
cana-4833	63	16	strategies	strategy	NOUN
cana-4833	63	17	for	for	ADP
cana-4833	63	18	distinct	distinct	ADJ
cana-4833	63	19	consumer	consumer	NOUN
cana-4833	63	20	segments	segment	NOUN
cana-4833	63	21	.	.	PUNCT
cana-4833	64	1	communications	communication	NOUN
cana-4833	64	2	on	on	ADP
cana-4833	64	3	applied	apply	VERB
cana-4833	64	4	nonlinear	nonlinear	ADJ
cana-4833	64	5	analysis	analysis	NOUN
cana-4833	64	6	issn	issn	NOUN
cana-4833	64	7	:	:	PUNCT
cana-4833	64	8	1074	1074	NUM
cana-4833	64	9	-	-	PUNCT
cana-4833	64	10	133x	133x	NUM
cana-4833	64	11	vol	vol	VERB
cana-4833	64	12	32	32	NUM
cana-4833	64	13	no	no	NOUN
cana-4833	64	14	.	.	PUNCT
cana-4833	65	1	10s	10	NOUN
cana-4833	65	2	(	(	PUNCT
cana-4833	65	3	2025	2025	NUM
cana-4833	65	4	)	)	PUNCT
cana-4833	65	5	410	410	NUM
cana-4833	65	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	65	7	2.2.2	2.2.2	NUM
cana-4833	65	8	the	the	DET
cana-4833	65	9	pca	pca	PROPN
cana-4833	65	10	,	,	PUNCT
cana-4833	65	11	or	or	CCONJ
cana-4833	65	12	principal	principal	ADJ
cana-4833	65	13	component	component	NOUN
cana-4833	65	14	analysis	analysis	NOUN
cana-4833	65	15	a	a	DET
cana-4833	65	16	huge	huge	ADJ
cana-4833	65	17	set	set	NOUN
cana-4833	65	18	of	of	ADP
cana-4833	65	19	variables	variable	NOUN
cana-4833	65	20	is	be	AUX
cana-4833	65	21	reduced	reduce	VERB
cana-4833	65	22	in	in	ADP
cana-4833	65	23	size	size	NOUN
cana-4833	65	24	while	while	SCONJ
cana-4833	65	25	retaining	retain	VERB
cana-4833	65	26	the	the	DET
cana-4833	65	27	majority	majority	NOUN
cana-4833	65	28	of	of	ADP
cana-4833	65	29	its	its	PRON
cana-4833	65	30	information	information	NOUN
cana-4833	65	31	using	use	VERB
cana-4833	65	32	pca	pca	PROPN
cana-4833	65	33	,	,	PUNCT
cana-4833	65	34	a	a	DET
cana-4833	65	35	dimensionality	dimensionality	NOUN
cana-4833	65	36	reduction	reduction	NOUN
cana-4833	65	37	technique	technique	NOUN
cana-4833	65	38	.	.	PUNCT
cana-4833	66	1	through	through	ADP
cana-4833	66	2	its	its	PRON
cana-4833	66	3	ability	ability	NOUN
cana-4833	66	4	to	to	PART
cana-4833	66	5	pinpoint	pinpoint	VERB
cana-4833	66	6	the	the	DET
cana-4833	66	7	most	most	ADV
cana-4833	66	8	important	important	ADJ
cana-4833	66	9	characteristics	characteristic	NOUN
cana-4833	66	10	that	that	PRON
cana-4833	66	11	impact	impact	NOUN
cana-4833	66	12	price	price	NOUN
cana-4833	66	13	decisions	decision	NOUN
cana-4833	66	14	,	,	PUNCT
cana-4833	66	15	pca	pca	NOUN
cana-4833	66	16	aids	aid	NOUN
cana-4833	66	17	in	in	ADP
cana-4833	66	18	data	datum	NOUN
cana-4833	66	19	simplification	simplification	NOUN
cana-4833	66	20	and	and	CCONJ
cana-4833	66	21	enhances	enhance	VERB
cana-4833	66	22	the	the	DET
cana-4833	66	23	functionality	functionality	NOUN
cana-4833	66	24	of	of	ADP
cana-4833	66	25	other	other	ADJ
cana-4833	66	26	machine	machine	NOUN
cana-4833	66	27	learning	learn	VERB
cana-4833	66	28	algorithms	algorithm	NOUN
cana-4833	66	29	.	.	PUNCT
cana-4833	67	1	2.3	2.3	NUM
cana-4833	67	2	reinforcement	reinforcement	NOUN
cana-4833	67	3	learning	learn	VERB
cana-4833	67	4	through	through	ADP
cana-4833	67	5	trial	trial	NOUN
cana-4833	67	6	and	and	CCONJ
cana-4833	67	7	error	error	NOUN
cana-4833	67	8	,	,	PUNCT
cana-4833	67	9	algorithms	algorithm	NOUN
cana-4833	67	10	for	for	ADP
cana-4833	67	11	reinforcement	reinforcement	NOUN
cana-4833	67	12	learning	learning	NOUN
cana-4833	67	13	discover	discover	VERB
cana-4833	67	14	the	the	DET
cana-4833	67	15	best	good	ADJ
cana-4833	67	16	pricing	pricing	NOUN
cana-4833	67	17	schemes	scheme	NOUN
cana-4833	67	18	.	.	PUNCT
cana-4833	68	1	these	these	DET
cana-4833	68	2	algorithms	algorithm	NOUN
cana-4833	68	3	are	be	AUX
cana-4833	68	4	especially	especially	ADV
cana-4833	68	5	helpful	helpful	ADJ
cana-4833	68	6	in	in	ADP
cana-4833	68	7	dynamic	dynamic	ADJ
cana-4833	68	8	settings	setting	NOUN
cana-4833	68	9	where	where	SCONJ
cana-4833	68	10	pricing	pricing	NOUN
cana-4833	68	11	decisions	decision	NOUN
cana-4833	68	12	have	have	VERB
cana-4833	68	13	long	long	ADJ
cana-4833	68	14	-	-	PUNCT
cana-4833	68	15	term	term	NOUN
cana-4833	68	16	effects	effect	NOUN
cana-4833	68	17	:	:	PUNCT
cana-4833	68	18	2.3.1	2.3.1	NUM
cana-4833	68	19	q	q	NOUN
cana-4833	68	20	-	-	PUNCT
cana-4833	68	21	edu	edu	PROPN
cana-4833	68	22	a	a	DET
cana-4833	68	23	model	model	ADJ
cana-4833	68	24	-	-	PUNCT
cana-4833	68	25	free	free	ADJ
cana-4833	68	26	reinforcement	reinforcement	NOUN
cana-4833	68	27	learning	learning	NOUN
cana-4833	68	28	method	method	NOUN
cana-4833	68	29	called	call	VERB
cana-4833	68	30	q	q	NOUN
cana-4833	68	31	-	-	PUNCT
cana-4833	68	32	learning	learning	NOUN
cana-4833	68	33	determines	determine	VERB
cana-4833	68	34	the	the	DET
cana-4833	68	35	worth	worth	NOUN
cana-4833	68	36	of	of	ADP
cana-4833	68	37	various	various	ADJ
cana-4833	68	38	pricing	pricing	NOUN
cana-4833	68	39	strategies	strategy	NOUN
cana-4833	68	40	by	by	ADP
cana-4833	68	41	analyzing	analyze	VERB
cana-4833	68	42	the	the	DET
cana-4833	68	43	rewards	reward	NOUN
cana-4833	68	44	that	that	PRON
cana-4833	68	45	are	be	AUX
cana-4833	68	46	obtained	obtain	VERB
cana-4833	68	47	.	.	PUNCT
cana-4833	69	1	in	in	ADP
cana-4833	69	2	order	order	NOUN
cana-4833	69	3	to	to	PART
cana-4833	69	4	enable	enable	VERB
cana-4833	69	5	the	the	DET
cana-4833	69	6	algorithm	algorithm	NOUN
cana-4833	69	7	to	to	PART
cana-4833	69	8	choose	choose	VERB
cana-4833	69	9	the	the	DET
cana-4833	69	10	action	action	NOUN
cana-4833	69	11	with	with	ADP
cana-4833	69	12	the	the	DET
cana-4833	69	13	largest	large	ADJ
cana-4833	69	14	expected	expect	VERB
cana-4833	69	15	reward	reward	NOUN
cana-4833	69	16	,	,	PUNCT
cana-4833	69	17	it	it	PRON
cana-4833	69	18	constructs	construct	VERB
cana-4833	69	19	a	a	DET
cana-4833	69	20	q	q	NOUN
cana-4833	69	21	-	-	PUNCT
cana-4833	69	22	table	table	NOUN
cana-4833	69	23	,	,	PUNCT
cana-4833	69	24	where	where	SCONJ
cana-4833	69	25	each	each	DET
cana-4833	69	26	entry	entry	NOUN
cana-4833	69	27	reflects	reflect	VERB
cana-4833	69	28	the	the	DET
cana-4833	69	29	expected	expect	VERB
cana-4833	69	30	utility	utility	NOUN
cana-4833	69	31	of	of	ADP
cana-4833	69	32	executing	execute	VERB
cana-4833	69	33	a	a	DET
cana-4833	69	34	given	give	VERB
cana-4833	69	35	action	action	NOUN
cana-4833	69	36	in	in	ADP
cana-4833	69	37	a	a	DET
cana-4833	69	38	specific	specific	ADJ
cana-4833	69	39	state	state	NOUN
cana-4833	69	40	.	.	PUNCT
cana-4833	70	1	2.3.2	2.3.2	NUM
cana-4833	70	2	deep	deep	ADJ
cana-4833	70	3	learning	learning	NOUN
cana-4833	70	4	with	with	ADP
cana-4833	70	5	reinforcement	reinforcement	NOUN
cana-4833	70	6	neural	neural	ADJ
cana-4833	70	7	networks	network	NOUN
cana-4833	70	8	and	and	CCONJ
cana-4833	70	9	reinforcement	reinforcement	NOUN
cana-4833	70	10	learning	learning	NOUN
cana-4833	70	11	are	be	AUX
cana-4833	70	12	combined	combine	VERB
cana-4833	70	13	in	in	ADP
cana-4833	70	14	deep	deep	ADJ
cana-4833	70	15	reinforcement	reinforcement	NOUN
cana-4833	70	16	learning	learning	NOUN
cana-4833	70	17	to	to	PART
cana-4833	70	18	address	address	VERB
cana-4833	70	19	high	high	ADJ
cana-4833	70	20	-	-	PUNCT
cana-4833	70	21	dimensional	dimensional	ADJ
cana-4833	70	22	and	and	CCONJ
cana-4833	70	23	intricate	intricate	ADJ
cana-4833	70	24	pricing	pricing	NOUN
cana-4833	70	25	problems	problem	NOUN
cana-4833	70	26	.	.	PUNCT
cana-4833	71	1	by	by	ADP
cana-4833	71	2	approximating	approximate	VERB
cana-4833	71	3	the	the	DET
cana-4833	71	4	q	q	NOUN
cana-4833	71	5	-	-	PUNCT
cana-4833	71	6	values	value	NOUN
cana-4833	71	7	using	use	VERB
cana-4833	71	8	neural	neural	ADJ
cana-4833	71	9	networks	network	NOUN
cana-4833	71	10	,	,	PUNCT
cana-4833	71	11	techniques	technique	NOUN
cana-4833	71	12	like	like	ADP
cana-4833	71	13	deep	deep	ADJ
cana-4833	71	14	q	q	NOUN
cana-4833	71	15	-	-	PUNCT
cana-4833	71	16	networks	network	NOUN
cana-4833	71	17	(	(	PUNCT
cana-4833	71	18	dqns	dqns	PROPN
cana-4833	71	19	)	)	PUNCT
cana-4833	71	20	allow	allow	VERB
cana-4833	71	21	the	the	DET
cana-4833	71	22	approach	approach	NOUN
cana-4833	71	23	to	to	PART
cana-4833	71	24	scale	scale	VERB
cana-4833	71	25	to	to	ADP
cana-4833	71	26	bigger	big	ADJ
cana-4833	71	27	and	and	CCONJ
cana-4833	71	28	more	more	ADV
cana-4833	71	29	complex	complex	ADJ
cana-4833	71	30	state	state	NOUN
cana-4833	71	31	spaces	space	NOUN
cana-4833	71	32	.	.	PUNCT
cana-4833	72	1	3	3	X
cana-4833	72	2	.	.	X
cana-4833	72	3	impact	impact	NOUN
cana-4833	72	4	of	of	ADP
cana-4833	72	5	machine	machine	NOUN
cana-4833	72	6	learning	learn	VERB
cana-4833	72	7	on	on	ADP
cana-4833	72	8	pricing	pricing	NOUN
cana-4833	72	9	strategies	strategy	NOUN
cana-4833	72	10	online	online	ADJ
cana-4833	72	11	merchants	merchant	NOUN
cana-4833	72	12	'	'	PART
cana-4833	72	13	pricing	pricing	NOUN
cana-4833	72	14	methods	method	NOUN
cana-4833	72	15	have	have	AUX
cana-4833	72	16	been	be	AUX
cana-4833	72	17	profoundly	profoundly	ADV
cana-4833	72	18	changed	change	VERB
cana-4833	72	19	by	by	ADP
cana-4833	72	20	machine	machine	NOUN
cana-4833	72	21	learning	learning	NOUN
cana-4833	72	22	,	,	PUNCT
cana-4833	72	23	opening	open	VERB
cana-4833	72	24	the	the	DET
cana-4833	72	25	door	door	NOUN
cana-4833	72	26	to	to	ADP
cana-4833	72	27	more	more	ADV
cana-4833	72	28	complex	complex	ADJ
cana-4833	72	29	,	,	PUNCT
cana-4833	72	30	data	data	NOUN
cana-4833	72	31	-	-	PUNCT
cana-4833	72	32	driven	drive	VERB
cana-4833	72	33	approaches	approach	NOUN
cana-4833	72	34	to	to	ADP
cana-4833	72	35	dynamic	dynamic	ADJ
cana-4833	72	36	pricing	pricing	NOUN
cana-4833	72	37	.	.	PUNCT
cana-4833	73	1	a	a	DET
cana-4833	73	2	number	number	NOUN
cana-4833	73	3	of	of	ADP
cana-4833	73	4	factors	factor	NOUN
cana-4833	73	5	,	,	PUNCT
cana-4833	73	6	such	such	ADJ
cana-4833	73	7	as	as	ADP
cana-4833	73	8	inventory	inventory	NOUN
cana-4833	73	9	management	management	NOUN
cana-4833	73	10	,	,	PUNCT
cana-4833	73	11	real	real	ADJ
cana-4833	73	12	-	-	PUNCT
cana-4833	73	13	time	time	NOUN
cana-4833	73	14	adaption	adaption	NOUN
cana-4833	73	15	,	,	PUNCT
cana-4833	73	16	individualized	individualized	ADJ
cana-4833	73	17	pricing	pricing	NOUN
cana-4833	73	18	,	,	PUNCT
cana-4833	73	19	and	and	CCONJ
cana-4833	73	20	pricing	pricing	NOUN
cana-4833	73	21	precision	precision	NOUN
cana-4833	73	22	,	,	PUNCT
cana-4833	73	23	show	show	VERB
cana-4833	73	24	how	how	SCONJ
cana-4833	73	25	machine	machine	NOUN
cana-4833	73	26	learning	learning	NOUN
cana-4833	73	27	affects	affect	VERB
cana-4833	73	28	pricing	pricing	NOUN
cana-4833	73	29	methods	method	NOUN
cana-4833	73	30	.	.	PUNCT
cana-4833	74	1	these	these	DET
cana-4833	74	2	effects	effect	NOUN
cana-4833	74	3	are	be	AUX
cana-4833	74	4	thoroughly	thoroughly	ADV
cana-4833	74	5	examined	examine	VERB
cana-4833	74	6	in	in	ADP
cana-4833	74	7	this	this	DET
cana-4833	74	8	section	section	NOUN
cana-4833	74	9	.	.	PUNCT
cana-4833	75	1	3.1	3.1	NUM
cana-4833	75	2	more	more	ADV
cana-4833	75	3	accurate	accurate	ADJ
cana-4833	75	4	pricing	pricing	NOUN
cana-4833	75	5	large	large	ADJ
cana-4833	75	6	volumes	volume	NOUN
cana-4833	75	7	of	of	ADP
cana-4833	75	8	historical	historical	ADJ
cana-4833	75	9	and	and	CCONJ
cana-4833	75	10	current	current	ADJ
cana-4833	75	11	data	datum	NOUN
cana-4833	75	12	are	be	AUX
cana-4833	75	13	analyzed	analyze	VERB
cana-4833	75	14	by	by	ADP
cana-4833	75	15	machine	machine	NOUN
cana-4833	75	16	learning	learn	VERB
cana-4833	75	17	algorithms	algorithm	NOUN
cana-4833	75	18	to	to	PART
cana-4833	75	19	find	find	VERB
cana-4833	75	20	trends	trend	NOUN
cana-4833	75	21	and	and	CCONJ
cana-4833	75	22	connections	connection	NOUN
cana-4833	75	23	that	that	PRON
cana-4833	75	24	affect	affect	VERB
cana-4833	75	25	pricing	pricing	NOUN
cana-4833	75	26	.	.	PUNCT
cana-4833	76	1	retailers	retailer	NOUN
cana-4833	76	2	may	may	AUX
cana-4833	76	3	now	now	ADV
cana-4833	76	4	set	set	VERB
cana-4833	76	5	pricing	pricing	NOUN
cana-4833	76	6	more	more	ADV
cana-4833	76	7	precisely	precisely	ADV
cana-4833	76	8	thanks	thank	NOUN
cana-4833	76	9	to	to	ADP
cana-4833	76	10	this	this	DET
cana-4833	76	11	improved	improve	VERB
cana-4833	76	12	data	datum	NOUN
cana-4833	76	13	processing	processing	NOUN
cana-4833	76	14	capacity	capacity	NOUN
cana-4833	76	15	.	.	PUNCT
cana-4833	77	1	principal	principal	ADJ
cana-4833	77	2	effects	effect	NOUN
cana-4833	77	3	consist	consist	VERB
cana-4833	77	4	of	of	ADP
cana-4833	77	5	:	:	PUNCT
cana-4833	77	6	•	•	NUM
cana-4833	77	7	demand	demand	NOUN
cana-4833	77	8	forecasting	forecasting	NOUN
cana-4833	77	9	:	:	PUNCT
cana-4833	77	10	using	use	VERB
cana-4833	77	11	seasonality	seasonality	NOUN
cana-4833	77	12	,	,	PUNCT
cana-4833	77	13	market	market	NOUN
cana-4833	77	14	patterns	pattern	NOUN
cana-4833	77	15	,	,	PUNCT
cana-4833	77	16	and	and	CCONJ
cana-4833	77	17	past	past	ADJ
cana-4833	77	18	sales	sale	NOUN
cana-4833	77	19	data	datum	NOUN
cana-4833	77	20	,	,	PUNCT
cana-4833	77	21	machine	machine	NOUN
cana-4833	77	22	learning	learning	NOUN
cana-4833	77	23	models	model	NOUN
cana-4833	77	24	project	project	VERB
cana-4833	77	25	future	future	ADJ
cana-4833	77	26	demand	demand	NOUN
cana-4833	77	27	.	.	PUNCT
cana-4833	78	1	retailers	retailer	NOUN
cana-4833	78	2	can	can	AUX
cana-4833	78	3	adjust	adjust	VERB
cana-4833	78	4	pricing	pricing	NOUN
cana-4833	78	5	to	to	PART
cana-4833	78	6	optimize	optimize	VERB
cana-4833	78	7	income	income	NOUN
cana-4833	78	8	and	and	CCONJ
cana-4833	78	9	reduce	reduce	VERB
cana-4833	78	10	stock	stock	NOUN
cana-4833	78	11	outs	out	NOUN
cana-4833	78	12	or	or	CCONJ
cana-4833	78	13	overstock	overstock	NOUN
cana-4833	78	14	problems	problem	NOUN
cana-4833	78	15	by	by	ADP
cana-4833	78	16	using	use	VERB
cana-4833	78	17	accurate	accurate	ADJ
cana-4833	78	18	demand	demand	NOUN
cana-4833	78	19	estimates	estimate	NOUN
cana-4833	78	20	.	.	PUNCT
cana-4833	79	1	•	•	NUM
cana-4833	79	2	estimating	estimate	VERB
cana-4833	79	3	price	price	NOUN
cana-4833	79	4	elasticity	elasticity	NOUN
cana-4833	79	5	,	,	PUNCT
cana-4833	79	6	or	or	CCONJ
cana-4833	79	7	how	how	SCONJ
cana-4833	79	8	sensitively	sensitively	ADV
cana-4833	79	9	consumers	consumer	NOUN
cana-4833	79	10	demand	demand	VERB
cana-4833	79	11	changes	change	NOUN
cana-4833	79	12	in	in	ADP
cana-4833	79	13	response	response	NOUN
cana-4833	79	14	to	to	ADP
cana-4833	79	15	price	price	NOUN
cana-4833	79	16	changes	change	NOUN
cana-4833	79	17	,	,	PUNCT
cana-4833	79	18	is	be	AUX
cana-4833	79	19	made	make	VERB
cana-4833	79	20	easier	easy	ADJ
cana-4833	79	21	with	with	ADP
cana-4833	79	22	the	the	DET
cana-4833	79	23	use	use	NOUN
cana-4833	79	24	of	of	ADP
cana-4833	79	25	machine	machine	NOUN
cana-4833	79	26	learning	learning	NOUN
cana-4833	79	27	.	.	PUNCT
cana-4833	80	1	retailers	retailer	NOUN
cana-4833	80	2	can	can	AUX
cana-4833	80	3	modify	modify	VERB
cana-4833	80	4	prices	price	NOUN
cana-4833	80	5	to	to	PART
cana-4833	80	6	maximize	maximize	VERB
cana-4833	80	7	sales	sale	NOUN
cana-4833	80	8	volume	volume	NOUN
cana-4833	80	9	and	and	CCONJ
cana-4833	80	10	profitability	profitability	NOUN
cana-4833	80	11	by	by	ADP
cana-4833	80	12	having	have	VERB
cana-4833	80	13	a	a	DET
cana-4833	80	14	thorough	thorough	ADJ
cana-4833	80	15	understanding	understanding	NOUN
cana-4833	80	16	of	of	ADP
cana-4833	80	17	price	price	NOUN
cana-4833	80	18	elasticity	elasticity	NOUN
cana-4833	80	19	.	.	PUNCT
cana-4833	81	1	•	•	NUM
cana-4833	81	2	competitive	competitive	ADJ
cana-4833	81	3	pricing	pricing	NOUN
cana-4833	81	4	analysis	analysis	NOUN
cana-4833	81	5	:	:	PUNCT
cana-4833	81	6	real	real	ADJ
cana-4833	81	7	-	-	PUNCT
cana-4833	81	8	time	time	NOUN
cana-4833	81	9	market	market	NOUN
cana-4833	81	10	conditions	condition	NOUN
cana-4833	81	11	and	and	CCONJ
cana-4833	81	12	rival	rival	ADJ
cana-4833	81	13	prices	price	NOUN
cana-4833	81	14	are	be	AUX
cana-4833	81	15	tracked	track	VERB
cana-4833	81	16	by	by	ADP
cana-4833	81	17	machine	machine	NOUN
cana-4833	81	18	learning	learning	NOUN
cana-4833	81	19	algorithms	algorithm	NOUN
cana-4833	81	20	.	.	PUNCT
cana-4833	82	1	retailers	retailer	NOUN
cana-4833	82	2	can	can	AUX
cana-4833	82	3	retain	retain	VERB
cana-4833	82	4	profit	profit	NOUN
cana-4833	82	5	margins	margin	NOUN
cana-4833	82	6	and	and	CCONJ
cana-4833	82	7	attract	attract	VERB
cana-4833	82	8	customers	customer	NOUN
cana-4833	82	9	by	by	ADP
cana-4833	82	10	setting	set	VERB
cana-4833	82	11	competitive	competitive	ADJ
cana-4833	82	12	prices	price	NOUN
cana-4833	82	13	with	with	ADP
cana-4833	82	14	the	the	DET
cana-4833	82	15	aid	aid	NOUN
cana-4833	82	16	of	of	ADP
cana-4833	82	17	this	this	DET
cana-4833	82	18	information	information	NOUN
cana-4833	82	19	.	.	PUNCT
cana-4833	83	1	communications	communication	NOUN
cana-4833	83	2	on	on	ADP
cana-4833	83	3	applied	apply	VERB
cana-4833	83	4	nonlinear	nonlinear	ADJ
cana-4833	83	5	analysis	analysis	NOUN
cana-4833	83	6	issn	issn	NOUN
cana-4833	83	7	:	:	PUNCT
cana-4833	83	8	1074	1074	NUM
cana-4833	83	9	-	-	PUNCT
cana-4833	83	10	133x	133x	NUM
cana-4833	83	11	vol	vol	VERB
cana-4833	83	12	32	32	NUM
cana-4833	83	13	no	no	NOUN
cana-4833	83	14	.	.	PUNCT
cana-4833	84	1	10s	10	NOUN
cana-4833	84	2	(	(	PUNCT
cana-4833	84	3	2025	2025	NUM
cana-4833	84	4	)	)	PUNCT
cana-4833	84	5	411	411	NUM
cana-4833	84	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	84	7	3.2	3.2	NUM
cana-4833	84	8	adaptation	adaptation	NOUN
cana-4833	84	9	in	in	ADP
cana-4833	84	10	real	real	ADJ
cana-4833	84	11	time	time	NOUN
cana-4833	84	12	the	the	DET
cana-4833	84	13	capability	capability	NOUN
cana-4833	84	14	of	of	ADP
cana-4833	84	15	machine	machine	NOUN
cana-4833	84	16	learning	learn	VERB
cana-4833	84	17	to	to	PART
cana-4833	84	18	adjust	adjust	VERB
cana-4833	84	19	prices	price	NOUN
cana-4833	84	20	in	in	ADP
cana-4833	84	21	real	real	ADJ
cana-4833	84	22	-	-	PUNCT
cana-4833	84	23	time	time	NOUN
cana-4833	84	24	according	accord	VERB
cana-4833	84	25	to	to	ADP
cana-4833	84	26	prevailing	prevail	VERB
cana-4833	84	27	market	market	NOUN
cana-4833	84	28	conditions	condition	NOUN
cana-4833	84	29	is	be	AUX
cana-4833	84	30	one	one	NUM
cana-4833	84	31	of	of	ADP
cana-4833	84	32	the	the	DET
cana-4833	84	33	most	most	ADV
cana-4833	84	34	important	important	ADJ
cana-4833	84	35	benefits	benefit	NOUN
cana-4833	84	36	of	of	ADP
cana-4833	84	37	dynamic	dynamic	ADJ
cana-4833	84	38	pricing	pricing	NOUN
cana-4833	84	39	.	.	PUNCT
cana-4833	85	1	there	there	PRON
cana-4833	85	2	are	be	VERB
cana-4833	85	3	various	various	ADJ
cana-4833	85	4	advantages	advantage	NOUN
cana-4833	85	5	to	to	ADP
cana-4833	85	6	this	this	DET
cana-4833	85	7	real	real	ADJ
cana-4833	85	8	-	-	PUNCT
cana-4833	85	9	time	time	NOUN
cana-4833	85	10	adaptation	adaptation	NOUN
cana-4833	85	11	:	:	PUNCT
cana-4833	85	12	quick	quick	ADJ
cana-4833	85	13	pricing	pricing	NOUN
cana-4833	85	14	adjustments	adjustment	NOUN
cana-4833	85	15	in	in	ADP
cana-4833	85	16	response	response	NOUN
cana-4833	85	17	to	to	ADP
cana-4833	85	18	market	market	NOUN
cana-4833	85	19	changes	change	NOUN
cana-4833	85	20	:	:	PUNCT
cana-4833	85	21	machine	machine	NOUN
cana-4833	85	22	learning	learning	NOUN
cana-4833	85	23	models	model	NOUN
cana-4833	85	24	are	be	AUX
cana-4833	85	25	able	able	ADJ
cana-4833	85	26	to	to	PART
cana-4833	85	27	make	make	VERB
cana-4833	85	28	instant	instant	ADJ
cana-4833	85	29	pricing	pricing	NOUN
cana-4833	85	30	adjustments	adjustment	NOUN
cana-4833	85	31	in	in	ADP
cana-4833	85	32	response	response	NOUN
cana-4833	85	33	to	to	ADP
cana-4833	85	34	variations	variation	NOUN
cana-4833	85	35	in	in	ADP
cana-4833	85	36	demand	demand	NOUN
cana-4833	85	37	,	,	PUNCT
cana-4833	85	38	rivalry	rivalry	NOUN
cana-4833	85	39	,	,	PUNCT
cana-4833	85	40	and	and	CCONJ
cana-4833	85	41	outside	outside	ADP
cana-4833	85	42	variables	variable	NOUN
cana-4833	85	43	like	like	ADP
cana-4833	85	44	the	the	DET
cana-4833	85	45	state	state	NOUN
cana-4833	85	46	of	of	ADP
cana-4833	85	47	the	the	DET
cana-4833	85	48	economy	economy	NOUN
cana-4833	85	49	or	or	CCONJ
cana-4833	85	50	the	the	DET
cana-4833	85	51	weather	weather	NOUN
cana-4833	85	52	.	.	PUNCT
cana-4833	86	1	retailers	retailer	NOUN
cana-4833	86	2	can	can	AUX
cana-4833	86	3	take	take	VERB
cana-4833	86	4	advantage	advantage	NOUN
cana-4833	86	5	of	of	ADP
cana-4833	86	6	market	market	NOUN
cana-4833	86	7	opportunities	opportunity	NOUN
cana-4833	86	8	and	and	CCONJ
cana-4833	86	9	maintain	maintain	VERB
cana-4833	86	10	their	their	PRON
cana-4833	86	11	competitiveness	competitiveness	NOUN
cana-4833	86	12	thanks	thank	NOUN
cana-4833	86	13	to	to	ADP
cana-4833	86	14	this	this	DET
cana-4833	86	15	agility	agility	NOUN
cana-4833	86	16	.	.	PUNCT
cana-4833	87	1	•	•	NUM
cana-4833	87	2	optimal	optimal	ADJ
cana-4833	87	3	price	price	NOUN
cana-4833	87	4	adjustments	adjustment	NOUN
cana-4833	87	5	:	:	PUNCT
cana-4833	87	6	machine	machine	NOUN
cana-4833	87	7	learning	learning	NOUN
cana-4833	87	8	makes	make	VERB
cana-4833	87	9	sure	sure	ADJ
cana-4833	87	10	that	that	SCONJ
cana-4833	87	11	prices	price	NOUN
cana-4833	87	12	are	be	AUX
cana-4833	87	13	always	always	ADV
cana-4833	87	14	optimized	optimize	VERB
cana-4833	87	15	to	to	PART
cana-4833	87	16	reflect	reflect	VERB
cana-4833	87	17	the	the	DET
cana-4833	87	18	most	most	ADV
cana-4833	87	19	recent	recent	ADJ
cana-4833	87	20	market	market	NOUN
cana-4833	87	21	insights	insight	NOUN
cana-4833	87	22	by	by	ADP
cana-4833	87	23	constantly	constantly	ADV
cana-4833	87	24	evaluating	evaluate	VERB
cana-4833	87	25	data	datum	NOUN
cana-4833	87	26	and	and	CCONJ
cana-4833	87	27	revising	revise	VERB
cana-4833	87	28	pricing	pricing	NOUN
cana-4833	87	29	tactics	tactic	NOUN
cana-4833	87	30	.	.	PUNCT
cana-4833	88	1	in	in	ADP
cana-4833	88	2	addition	addition	NOUN
cana-4833	88	3	to	to	ADP
cana-4833	88	4	maximizing	maximize	VERB
cana-4833	88	5	revenue	revenue	NOUN
cana-4833	88	6	,	,	PUNCT
cana-4833	88	7	this	this	DET
cana-4833	88	8	dynamic	dynamic	ADJ
cana-4833	88	9	strategy	strategy	NOUN
cana-4833	88	10	lowers	lower	VERB
cana-4833	88	11	the	the	DET
cana-4833	88	12	possibility	possibility	NOUN
cana-4833	88	13	of	of	ADP
cana-4833	88	14	price	price	NOUN
cana-4833	88	15	errors	error	NOUN
cana-4833	88	16	.	.	PUNCT
cana-4833	89	1	3.3	3.3	NUM
cana-4833	89	2	tailored	tailor	VERB
cana-4833	89	3	costing	cost	VERB
cana-4833	89	4	online	online	ADJ
cana-4833	89	5	businesses	business	NOUN
cana-4833	89	6	may	may	AUX
cana-4833	89	7	now	now	ADV
cana-4833	89	8	provide	provide	VERB
cana-4833	89	9	individualized	individualized	ADJ
cana-4833	89	10	pricing	pricing	NOUN
cana-4833	89	11	based	base	VERB
cana-4833	89	12	on	on	ADP
cana-4833	89	13	the	the	DET
cana-4833	89	14	unique	unique	ADJ
cana-4833	89	15	behavior	behavior	NOUN
cana-4833	89	16	and	and	CCONJ
cana-4833	89	17	interests	interest	NOUN
cana-4833	89	18	of	of	ADP
cana-4833	89	19	each	each	DET
cana-4833	89	20	customer	customer	NOUN
cana-4833	89	21	thanks	thank	NOUN
cana-4833	89	22	to	to	ADP
cana-4833	89	23	machine	machine	NOUN
cana-4833	89	24	learning	learning	NOUN
cana-4833	89	25	.	.	PUNCT
cana-4833	90	1	sales	sale	NOUN
cana-4833	90	2	can	can	AUX
cana-4833	90	3	rise	rise	VERB
cana-4833	90	4	and	and	CCONJ
cana-4833	90	5	consumer	consumer	NOUN
cana-4833	90	6	satisfaction	satisfaction	NOUN
cana-4833	90	7	can	can	AUX
cana-4833	90	8	rise	rise	VERB
cana-4833	90	9	with	with	ADP
cana-4833	90	10	personalized	personalized	ADJ
cana-4833	90	11	pricing	pricing	NOUN
cana-4833	90	12	tactics	tactic	NOUN
cana-4833	90	13	.	.	PUNCT
cana-4833	91	1	principal	principal	ADJ
cana-4833	91	2	effects	effect	NOUN
cana-4833	91	3	consist	consist	VERB
cana-4833	91	4	of	of	ADP
cana-4833	91	5	:	:	PUNCT
cana-4833	91	6	•	•	NUM
cana-4833	91	7	customer	customer	NOUN
cana-4833	91	8	segmentation	segmentation	NOUN
cana-4833	91	9	:	:	PUNCT
cana-4833	91	10	based	base	VERB
cana-4833	91	11	on	on	ADP
cana-4833	91	12	their	their	PRON
cana-4833	91	13	purchase	purchase	NOUN
cana-4833	91	14	patterns	pattern	NOUN
cana-4833	91	15	,	,	PUNCT
cana-4833	91	16	inclinations	inclination	NOUN
cana-4833	91	17	,	,	PUNCT
cana-4833	91	18	and	and	CCONJ
cana-4833	91	19	demographics	demographic	NOUN
cana-4833	91	20	,	,	PUNCT
cana-4833	91	21	machine	machine	NOUN
cana-4833	91	22	learning	learn	VERB
cana-4833	91	23	algorithms	algorithm	NOUN
cana-4833	91	24	divide	divide	VERB
cana-4833	91	25	consumers	consumer	NOUN
cana-4833	91	26	into	into	ADP
cana-4833	91	27	discrete	discrete	ADJ
cana-4833	91	28	groups	group	NOUN
cana-4833	91	29	.	.	PUNCT
cana-4833	92	1	retailers	retailer	NOUN
cana-4833	92	2	can	can	AUX
cana-4833	92	3	then	then	ADV
cana-4833	92	4	provide	provide	VERB
cana-4833	92	5	customized	customized	ADJ
cana-4833	92	6	discounts	discount	NOUN
cana-4833	92	7	or	or	CCONJ
cana-4833	92	8	promotions	promotion	NOUN
cana-4833	92	9	and	and	CCONJ
cana-4833	92	10	adjust	adjust	VERB
cana-4833	92	11	their	their	PRON
cana-4833	92	12	pricing	pricing	NOUN
cana-4833	92	13	methods	method	NOUN
cana-4833	92	14	to	to	ADP
cana-4833	92	15	each	each	DET
cana-4833	92	16	segment	segment	NOUN
cana-4833	92	17	.	.	PUNCT
cana-4833	93	1	•	•	NUM
cana-4833	93	2	recommendation	recommendation	NOUN
cana-4833	93	3	systems	system	NOUN
cana-4833	93	4	:	:	PUNCT
cana-4833	93	5	using	use	VERB
cana-4833	93	6	information	information	NOUN
cana-4833	93	7	from	from	ADP
cana-4833	93	8	a	a	DET
cana-4833	93	9	customer	customer	NOUN
cana-4833	93	10	's	's	PART
cana-4833	93	11	browsing	browsing	NOUN
cana-4833	93	12	and	and	CCONJ
cana-4833	93	13	purchasing	purchase	VERB
cana-4833	93	14	history	history	NOUN
cana-4833	93	15	,	,	PUNCT
cana-4833	93	16	machine	machine	NOUN
cana-4833	93	17	learning	learning	NOUN
cana-4833	93	18	-	-	PUNCT
cana-4833	93	19	powered	power	VERB
cana-4833	93	20	recommendation	recommendation	NOUN
cana-4833	93	21	systems	system	NOUN
cana-4833	93	22	make	make	VERB
cana-4833	93	23	recommendations	recommendation	NOUN
cana-4833	93	24	for	for	ADP
cana-4833	93	25	specific	specific	ADJ
cana-4833	93	26	products	product	NOUN
cana-4833	93	27	and	and	CCONJ
cana-4833	93	28	pricing	pricing	NOUN
cana-4833	93	29	.	.	PUNCT
cana-4833	94	1	these	these	DET
cana-4833	94	2	tailored	tailor	VERB
cana-4833	94	3	suggestions	suggestion	NOUN
cana-4833	94	4	improve	improve	VERB
cana-4833	94	5	the	the	DET
cana-4833	94	6	shopping	shopping	NOUN
cana-4833	94	7	experience	experience	NOUN
cana-4833	94	8	and	and	CCONJ
cana-4833	94	9	promote	promote	VERB
cana-4833	94	10	increased	increase	VERB
cana-4833	94	11	expenditure	expenditure	NOUN
cana-4833	94	12	.	.	PUNCT
cana-4833	95	1	•	•	NUM
cana-4833	95	2	dynamic	dynamic	ADJ
cana-4833	95	3	promotions	promotion	NOUN
cana-4833	95	4	and	and	CCONJ
cana-4833	95	5	discounts	discount	NOUN
cana-4833	95	6	:	:	PUNCT
cana-4833	95	7	retailers	retailer	NOUN
cana-4833	95	8	can	can	AUX
cana-4833	95	9	leverage	leverage	VERB
cana-4833	95	10	machine	machine	NOUN
cana-4833	95	11	learning	learn	VERB
cana-4833	95	12	to	to	PART
cana-4833	95	13	ascertain	ascertain	VERB
cana-4833	95	14	the	the	DET
cana-4833	95	15	best	good	ADJ
cana-4833	95	16	time	time	NOUN
cana-4833	95	17	and	and	CCONJ
cana-4833	95	18	quantity	quantity	NOUN
cana-4833	95	19	of	of	ADP
cana-4833	95	20	discounts	discount	NOUN
cana-4833	95	21	for	for	ADP
cana-4833	95	22	certain	certain	ADJ
cana-4833	95	23	customers	customer	NOUN
cana-4833	95	24	.	.	PUNCT
cana-4833	96	1	customized	customize	VERB
cana-4833	96	2	sales	sale	NOUN
cana-4833	96	3	and	and	CCONJ
cana-4833	96	4	promotions	promotion	NOUN
cana-4833	96	5	can	can	AUX
cana-4833	96	6	build	build	VERB
cana-4833	96	7	client	client	NOUN
cana-4833	96	8	loyalty	loyalty	NOUN
cana-4833	96	9	and	and	CCONJ
cana-4833	96	10	boost	boost	VERB
cana-4833	96	11	conversion	conversion	NOUN
cana-4833	96	12	rates	rate	NOUN
cana-4833	96	13	.	.	PUNCT
cana-4833	97	1	following	follow	VERB
cana-4833	97	2	figure	figure	NOUN
cana-4833	97	3	1	1	NUM
cana-4833	97	4	represents	represent	VERB
cana-4833	97	5	tailored	tailor	VERB
cana-4833	97	6	costing	cost	VERB
cana-4833	97	7	flow	flow	NOUN
cana-4833	97	8	fig	fig	NOUN
cana-4833	97	9	1	1	NUM
cana-4833	97	10	:	:	PUNCT
cana-4833	97	11	tailored	tailor	VERB
cana-4833	97	12	costing	cost	VERB
cana-4833	97	13	flow	flow	NOUN
cana-4833	97	14	communications	communication	NOUN
cana-4833	97	15	on	on	ADP
cana-4833	97	16	applied	apply	VERB
cana-4833	97	17	nonlinear	nonlinear	ADJ
cana-4833	97	18	analysis	analysis	NOUN
cana-4833	97	19	issn	issn	NOUN
cana-4833	97	20	:	:	PUNCT
cana-4833	97	21	1074	1074	NUM
cana-4833	97	22	-	-	PUNCT
cana-4833	97	23	133x	133x	NUM
cana-4833	97	24	vol	vol	VERB
cana-4833	97	25	32	32	NUM
cana-4833	97	26	no	no	NOUN
cana-4833	97	27	.	.	PUNCT
cana-4833	98	1	10s	10	NOUN
cana-4833	98	2	(	(	PUNCT
cana-4833	98	3	2025	2025	NUM
cana-4833	98	4	)	)	PUNCT
cana-4833	98	5	412	412	NUM
cana-4833	98	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	98	7	1	1	X
cana-4833	98	8	.	.	X
cana-4833	98	9	start	start	VERB
cana-4833	98	10	tailored	tailor	VERB
cana-4833	98	11	costing	cost	VERB
cana-4833	98	12	:	:	PUNCT
cana-4833	98	13	this	this	DET
cana-4833	98	14	step	step	NOUN
cana-4833	98	15	starts	start	VERB
cana-4833	98	16	the	the	DET
cana-4833	98	17	process	process	NOUN
cana-4833	98	18	by	by	ADP
cana-4833	98	19	putting	put	VERB
cana-4833	98	20	the	the	DET
cana-4833	98	21	tailored	tailored	ADJ
cana-4833	98	22	costing	cost	VERB
cana-4833	98	23	strategy	strategy	NOUN
cana-4833	98	24	into	into	ADP
cana-4833	98	25	action	action	NOUN
cana-4833	98	26	.	.	PUNCT
cana-4833	99	1	its	its	PRON
cana-4833	99	2	goal	goal	NOUN
cana-4833	99	3	is	be	AUX
cana-4833	99	4	to	to	PART
cana-4833	99	5	optimize	optimize	VERB
cana-4833	99	6	pricing	pricing	NOUN
cana-4833	99	7	and	and	CCONJ
cana-4833	99	8	cost	cost	NOUN
cana-4833	99	9	management	management	NOUN
cana-4833	99	10	by	by	ADP
cana-4833	99	11	taking	take	VERB
cana-4833	99	12	into	into	ADP
cana-4833	99	13	account	account	NOUN
cana-4833	99	14	the	the	DET
cana-4833	99	15	unique	unique	ADJ
cana-4833	99	16	needs	need	NOUN
cana-4833	99	17	and	and	CCONJ
cana-4833	99	18	business	business	NOUN
cana-4833	99	19	requirements	requirement	NOUN
cana-4833	99	20	of	of	ADP
cana-4833	99	21	each	each	DET
cana-4833	99	22	customer	customer	NOUN
cana-4833	99	23	.	.	PUNCT
cana-4833	100	1	2	2	X
cana-4833	100	2	.	.	X
cana-4833	100	3	gather	gather	VERB
cana-4833	100	4	and	and	CCONJ
cana-4833	100	5	examine	examine	VERB
cana-4833	100	6	customer	customer	NOUN
cana-4833	100	7	information	information	NOUN
cana-4833	100	8	:	:	PUNCT
cana-4833	100	9	compile	compile	NOUN
cana-4833	100	10	pertinent	pertinent	ADJ
cana-4833	100	11	information	information	NOUN
cana-4833	100	12	about	about	ADP
cana-4833	100	13	clients	client	NOUN
cana-4833	100	14	,	,	PUNCT
cana-4833	100	15	such	such	ADJ
cana-4833	100	16	as	as	ADP
cana-4833	100	17	their	their	PRON
cana-4833	100	18	preferences	preference	NOUN
cana-4833	100	19	and	and	CCONJ
cana-4833	100	20	purchase	purchase	NOUN
cana-4833	100	21	history	history	NOUN
cana-4833	100	22	.	.	PUNCT
cana-4833	101	1	examine	examine	VERB
cana-4833	101	2	this	this	DET
cana-4833	101	3	data	datum	NOUN
cana-4833	101	4	to	to	PART
cana-4833	101	5	determine	determine	VERB
cana-4833	101	6	the	the	DET
cana-4833	101	7	needs	need	NOUN
cana-4833	101	8	of	of	ADP
cana-4833	101	9	your	your	PRON
cana-4833	101	10	customers	customer	NOUN
cana-4833	101	11	and	and	CCONJ
cana-4833	101	12	the	the	DET
cana-4833	101	13	financial	financial	ADJ
cana-4833	101	14	effects	effect	NOUN
cana-4833	101	15	.	.	PUNCT
cana-4833	102	1	3	3	X
cana-4833	102	2	.	.	X
cana-4833	102	3	divide	divide	VERB
cana-4833	102	4	clients	client	NOUN
cana-4833	102	5	into	into	ADP
cana-4833	102	6	segments	segment	NOUN
cana-4833	102	7	based	base	VERB
cana-4833	102	8	on	on	ADP
cana-4833	102	9	needs	need	NOUN
cana-4833	102	10	and	and	CCONJ
cana-4833	102	11	data	datum	NOUN
cana-4833	102	12	:	:	PUNCT
cana-4833	102	13	utilize	utilize	VERB
cana-4833	102	14	the	the	DET
cana-4833	102	15	data	datum	NOUN
cana-4833	102	16	gathered	gather	VERB
cana-4833	102	17	to	to	PART
cana-4833	102	18	divide	divide	VERB
cana-4833	102	19	clients	client	NOUN
cana-4833	102	20	into	into	ADP
cana-4833	102	21	segments	segment	NOUN
cana-4833	102	22	.	.	PUNCT
cana-4833	103	1	by	by	ADP
cana-4833	103	2	adjusting	adjust	VERB
cana-4833	103	3	costing	cost	VERB
cana-4833	103	4	models	model	NOUN
cana-4833	103	5	to	to	PART
cana-4833	103	6	suit	suit	VERB
cana-4833	103	7	various	various	ADJ
cana-4833	103	8	consumer	consumer	NOUN
cana-4833	103	9	segments	segment	NOUN
cana-4833	103	10	,	,	PUNCT
cana-4833	103	11	segmentation	segmentation	NOUN
cana-4833	103	12	makes	make	VERB
cana-4833	103	13	it	it	PRON
cana-4833	103	14	possible	possible	ADJ
cana-4833	103	15	to	to	PART
cana-4833	103	16	implement	implement	VERB
cana-4833	103	17	more	more	ADV
cana-4833	103	18	accurate	accurate	ADJ
cana-4833	103	19	and	and	CCONJ
cana-4833	103	20	pertinent	pertinent	ADJ
cana-4833	103	21	pricing	pricing	NOUN
cana-4833	103	22	strategies	strategy	NOUN
cana-4833	103	23	.	.	PUNCT
cana-4833	104	1	4	4	X
cana-4833	104	2	.	.	X
cana-4833	104	3	identify	identify	VERB
cana-4833	104	4	cost	cost	NOUN
cana-4833	104	5	drivers	driver	NOUN
cana-4833	104	6	and	and	CCONJ
cana-4833	104	7	cost	cost	NOUN
cana-4833	104	8	structure	structure	NOUN
cana-4833	104	9	:	:	PUNCT
cana-4833	104	10	in	in	ADP
cana-4833	104	11	the	the	DET
cana-4833	104	12	context	context	NOUN
cana-4833	104	13	of	of	ADP
cana-4833	104	14	a	a	DET
cana-4833	104	15	firm	firm	NOUN
cana-4833	104	16	,	,	PUNCT
cana-4833	104	17	determine	determine	VERB
cana-4833	104	18	the	the	DET
cana-4833	104	19	primary	primary	ADJ
cana-4833	104	20	drivers	driver	NOUN
cana-4833	104	21	of	of	ADP
cana-4833	104	22	expenses	expense	NOUN
cana-4833	104	23	.	.	PUNCT
cana-4833	105	1	production	production	NOUN
cana-4833	105	2	expenses	expense	NOUN
cana-4833	105	3	,	,	PUNCT
cana-4833	105	4	fixed	fix	VERB
cana-4833	105	5	and	and	CCONJ
cana-4833	105	6	variable	variable	ADJ
cana-4833	105	7	costs	cost	NOUN
cana-4833	105	8	,	,	PUNCT
cana-4833	105	9	and	and	CCONJ
cana-4833	105	10	other	other	ADJ
cana-4833	105	11	pertinent	pertinent	ADJ
cana-4833	105	12	cost	cost	NOUN
cana-4833	105	13	elements	element	NOUN
cana-4833	105	14	are	be	AUX
cana-4833	105	15	included	include	VERB
cana-4833	105	16	in	in	ADP
cana-4833	105	17	this	this	PRON
cana-4833	105	18	.	.	PUNCT
cana-4833	106	1	5	5	X
cana-4833	106	2	.	.	X
cana-4833	106	3	provide	provide	VERB
cana-4833	106	4	tailored	tailored	ADJ
cana-4833	106	5	costing	cost	VERB
cana-4833	106	6	models	model	NOUN
cana-4833	106	7	:	:	PUNCT
cana-4833	106	8	construct	construct	VERB
cana-4833	106	9	costing	costing	NOUN
cana-4833	106	10	models	model	NOUN
cana-4833	106	11	that	that	PRON
cana-4833	106	12	account	account	VERB
cana-4833	106	13	for	for	ADP
cana-4833	106	14	the	the	DET
cana-4833	106	15	various	various	ADJ
cana-4833	106	16	cost	cost	NOUN
cana-4833	106	17	drivers	driver	NOUN
cana-4833	106	18	and	and	CCONJ
cana-4833	106	19	customer	customer	NOUN
cana-4833	106	20	needs	need	NOUN
cana-4833	106	21	.	.	PUNCT
cana-4833	107	1	these	these	DET
cana-4833	107	2	models	model	NOUN
cana-4833	107	3	ought	ought	AUX
cana-4833	107	4	to	to	PART
cana-4833	107	5	be	be	AUX
cana-4833	107	6	customized	customize	VERB
cana-4833	107	7	to	to	PART
cana-4833	107	8	meet	meet	VERB
cana-4833	107	9	the	the	DET
cana-4833	107	10	unique	unique	ADJ
cana-4833	107	11	needs	need	NOUN
cana-4833	107	12	of	of	ADP
cana-4833	107	13	every	every	DET
cana-4833	107	14	consumer	consumer	NOUN
cana-4833	107	15	group	group	NOUN
cana-4833	107	16	.	.	PUNCT
cana-4833	108	1	6	6	NUM
cana-4833	108	2	.	.	X
cana-4833	108	3	apply	apply	VERB
cana-4833	108	4	pricing	pricing	NOUN
cana-4833	108	5	strategies	strategy	NOUN
cana-4833	108	6	and	and	CCONJ
cana-4833	108	7	costing	cost	VERB
cana-4833	108	8	models	model	NOUN
cana-4833	108	9	to	to	ADP
cana-4833	108	10	systems	system	NOUN
cana-4833	108	11	:	:	PUNCT
cana-4833	108	12	include	include	VERB
cana-4833	108	13	the	the	DET
cana-4833	108	14	costing	cost	VERB
cana-4833	108	15	models	model	NOUN
cana-4833	108	16	that	that	PRON
cana-4833	108	17	have	have	AUX
cana-4833	108	18	been	be	AUX
cana-4833	108	19	built	build	VERB
cana-4833	108	20	in	in	ADP
cana-4833	108	21	the	the	DET
cana-4833	108	22	pricing	pricing	NOUN
cana-4833	108	23	schemes	scheme	NOUN
cana-4833	108	24	.	.	PUNCT
cana-4833	109	1	this	this	PRON
cana-4833	109	2	entails	entail	VERB
cana-4833	109	3	setting	set	VERB
cana-4833	109	4	up	up	ADP
cana-4833	109	5	processes	process	NOUN
cana-4833	109	6	to	to	PART
cana-4833	109	7	implement	implement	VERB
cana-4833	109	8	tailored	tailored	ADJ
cana-4833	109	9	pricing	pricing	NOUN
cana-4833	109	10	and	and	CCONJ
cana-4833	109	11	efficiently	efficiently	ADV
cana-4833	109	12	control	control	NOUN
cana-4833	109	13	expenses	expense	NOUN
cana-4833	109	14	.	.	PUNCT
cana-4833	110	1	7	7	X
cana-4833	110	2	.	.	X
cana-4833	110	3	track	track	NOUN
cana-4833	110	4	performance	performance	NOUN
cana-4833	110	5	and	and	CCONJ
cana-4833	110	6	get	get	VERB
cana-4833	110	7	input	input	NOUN
cana-4833	110	8	:	:	PUNCT
cana-4833	110	9	keep	keep	VERB
cana-4833	110	10	tabs	tab	NOUN
cana-4833	110	11	on	on	ADP
cana-4833	110	12	how	how	SCONJ
cana-4833	110	13	well	well	ADV
cana-4833	110	14	the	the	DET
cana-4833	110	15	customized	customized	ADJ
cana-4833	110	16	costing	costing	NOUN
cana-4833	110	17	models	model	NOUN
cana-4833	110	18	are	be	AUX
cana-4833	110	19	working	work	VERB
cana-4833	110	20	and	and	CCONJ
cana-4833	110	21	get	get	VERB
cana-4833	110	22	input	input	NOUN
cana-4833	110	23	from	from	ADP
cana-4833	110	24	stakeholders	stakeholder	NOUN
cana-4833	110	25	and	and	CCONJ
cana-4833	110	26	customers	customer	NOUN
cana-4833	110	27	.	.	PUNCT
cana-4833	111	1	evaluate	evaluate	VERB
cana-4833	111	2	the	the	DET
cana-4833	111	3	models	model	NOUN
cana-4833	111	4	'	'	PART
cana-4833	111	5	ability	ability	NOUN
cana-4833	111	6	to	to	PART
cana-4833	111	7	fulfill	fulfill	VERB
cana-4833	111	8	customer	customer	NOUN
cana-4833	111	9	expectations	expectation	NOUN
cana-4833	111	10	and	and	CCONJ
cana-4833	111	11	company	company	NOUN
cana-4833	111	12	objectives	objective	NOUN
cana-4833	111	13	.	.	PUNCT
cana-4833	112	1	8	8	X
cana-4833	112	2	.	.	X
cana-4833	112	3	modify	modify	VERB
cana-4833	112	4	costing	cost	VERB
cana-4833	112	5	models	model	NOUN
cana-4833	112	6	in	in	ADP
cana-4833	112	7	response	response	NOUN
cana-4833	112	8	to	to	ADP
cana-4833	112	9	feedback	feedback	NOUN
cana-4833	112	10	and	and	CCONJ
cana-4833	112	11	performance	performance	NOUN
cana-4833	112	12	:	:	PUNCT
cana-4833	112	13	based	base	VERB
cana-4833	112	14	on	on	ADP
cana-4833	112	15	performance	performance	NOUN
cana-4833	112	16	information	information	NOUN
cana-4833	112	17	and	and	CCONJ
cana-4833	112	18	comments	comment	NOUN
cana-4833	112	19	,	,	PUNCT
cana-4833	112	20	make	make	VERB
cana-4833	112	21	the	the	DET
cana-4833	112	22	appropriate	appropriate	ADJ
cana-4833	112	23	changes	change	NOUN
cana-4833	112	24	to	to	ADP
cana-4833	112	25	the	the	DET
cana-4833	112	26	costing	costing	NOUN
cana-4833	112	27	models	model	NOUN
cana-4833	112	28	.	.	PUNCT
cana-4833	113	1	this	this	PRON
cana-4833	113	2	guarantees	guarantee	VERB
cana-4833	113	3	ongoing	ongoing	ADJ
cana-4833	113	4	development	development	NOUN
cana-4833	113	5	and	and	CCONJ
cana-4833	113	6	conformity	conformity	NOUN
cana-4833	113	7	to	to	ADP
cana-4833	113	8	consumer	consumer	NOUN
cana-4833	113	9	demands	demand	NOUN
cana-4833	113	10	and	and	CCONJ
cana-4833	113	11	market	market	NOUN
cana-4833	113	12	dynamics	dynamic	NOUN
cana-4833	113	13	.	.	PUNCT
cana-4833	114	1	9	9	X
cana-4833	114	2	.	.	X
cana-4833	114	3	finish	finish	NOUN
cana-4833	114	4	tailored	tailor	VERB
cana-4833	114	5	costing	costing	NOUN
cana-4833	114	6	:	:	PUNCT
cana-4833	114	7	bring	bring	VERB
cana-4833	114	8	the	the	DET
cana-4833	114	9	tailored	tailored	ADJ
cana-4833	114	10	costing	cost	VERB
cana-4833	114	11	procedure	procedure	NOUN
cana-4833	114	12	to	to	ADP
cana-4833	114	13	an	an	DET
cana-4833	114	14	end	end	NOUN
cana-4833	114	15	.	.	PUNCT
cana-4833	115	1	this	this	DET
cana-4833	115	2	step	step	NOUN
cana-4833	115	3	entails	entail	VERB
cana-4833	115	4	assessing	assess	VERB
cana-4833	115	5	the	the	DET
cana-4833	115	6	method	method	NOUN
cana-4833	115	7	's	's	PART
cana-4833	115	8	overall	overall	ADJ
cana-4833	115	9	efficacy	efficacy	NOUN
cana-4833	115	10	and	and	CCONJ
cana-4833	115	11	getting	get	VERB
cana-4833	115	12	ready	ready	ADJ
cana-4833	115	13	for	for	ADP
cana-4833	115	14	any	any	DET
cana-4833	115	15	necessary	necessary	ADJ
cana-4833	115	16	follow	follow	VERB
cana-4833	115	17	-	-	PUNCT
cana-4833	115	18	up	up	ADP
cana-4833	115	19	iteration	iteration	NOUN
cana-4833	115	20	.	.	PUNCT
cana-4833	116	1	the	the	DET
cana-4833	116	2	flow	flow	NOUN
cana-4833	116	3	diagram	diagram	NOUN
cana-4833	116	4	for	for	ADP
cana-4833	116	5	personalized	personalized	ADJ
cana-4833	116	6	costing	costing	NOUN
cana-4833	116	7	shows	show	VERB
cana-4833	116	8	how	how	SCONJ
cana-4833	116	9	to	to	PART
cana-4833	116	10	customize	customize	VERB
cana-4833	116	11	pricing	pricing	NOUN
cana-4833	116	12	and	and	CCONJ
cana-4833	116	13	cost	cost	NOUN
cana-4833	116	14	management	management	NOUN
cana-4833	116	15	in	in	ADP
cana-4833	116	16	an	an	DET
cana-4833	116	17	organized	organized	ADJ
cana-4833	116	18	manner	manner	NOUN
cana-4833	116	19	.	.	PUNCT
cana-4833	117	1	it	it	PRON
cana-4833	117	2	entails	entail	VERB
cana-4833	117	3	gathering	gather	VERB
cana-4833	117	4	and	and	CCONJ
cana-4833	117	5	evaluating	evaluate	VERB
cana-4833	117	6	client	client	NOUN
cana-4833	117	7	data	datum	NOUN
cana-4833	117	8	,	,	PUNCT
cana-4833	117	9	creating	create	VERB
cana-4833	117	10	and	and	CCONJ
cana-4833	117	11	utilizing	utilize	VERB
cana-4833	117	12	customer	customer	NOUN
cana-4833	117	13	segments	segment	NOUN
cana-4833	117	14	,	,	PUNCT
cana-4833	117	15	creating	create	VERB
cana-4833	117	16	and	and	CCONJ
cana-4833	117	17	executing	execute	VERB
cana-4833	117	18	personalized	personalized	ADJ
cana-4833	117	19	costing	cost	VERB
cana-4833	117	20	models	model	NOUN
cana-4833	117	21	,	,	PUNCT
cana-4833	117	22	and	and	CCONJ
cana-4833	117	23	continuously	continuously	ADV
cana-4833	117	24	assessing	assess	VERB
cana-4833	117	25	and	and	CCONJ
cana-4833	117	26	modifying	modify	VERB
cana-4833	117	27	in	in	ADP
cana-4833	117	28	response	response	NOUN
cana-4833	117	29	to	to	ADP
cana-4833	117	30	input	input	NOUN
cana-4833	117	31	and	and	CCONJ
cana-4833	117	32	performance	performance	NOUN
cana-4833	117	33	.	.	PUNCT
cana-4833	118	1	through	through	ADP
cana-4833	118	2	careful	careful	ADJ
cana-4833	118	3	alignment	alignment	NOUN
cana-4833	118	4	of	of	ADP
cana-4833	118	5	pricing	pricing	NOUN
cana-4833	118	6	and	and	CCONJ
cana-4833	118	7	costing	cost	VERB
cana-4833	118	8	strategies	strategy	NOUN
cana-4833	118	9	with	with	ADP
cana-4833	118	10	corporate	corporate	ADJ
cana-4833	118	11	objectives	objective	NOUN
cana-4833	118	12	and	and	CCONJ
cana-4833	118	13	customer	customer	NOUN
cana-4833	118	14	needs	need	NOUN
cana-4833	118	15	,	,	PUNCT
cana-4833	118	16	this	this	DET
cana-4833	118	17	strategy	strategy	NOUN
cana-4833	118	18	guarantees	guarantee	VERB
cana-4833	118	19	more	more	ADV
cana-4833	118	20	effective	effective	ADJ
cana-4833	118	21	and	and	CCONJ
cana-4833	118	22	efficient	efficient	ADJ
cana-4833	118	23	cost	cost	NOUN
cana-4833	118	24	management	management	NOUN
cana-4833	118	25	.	.	PUNCT
cana-4833	119	1	3.4	3.4	NUM
cana-4833	119	2	keeping	keep	VERB
cana-4833	119	3	track	track	NOUN
cana-4833	119	4	of	of	ADP
cana-4833	119	5	stock	stock	NOUN
cana-4833	119	6	for	for	ADP
cana-4833	119	7	online	online	ADJ
cana-4833	119	8	businesses	business	NOUN
cana-4833	119	9	to	to	PART
cana-4833	119	10	balance	balance	VERB
cana-4833	119	11	supply	supply	NOUN
cana-4833	119	12	and	and	CCONJ
cana-4833	119	13	demand	demand	NOUN
cana-4833	119	14	,	,	PUNCT
cana-4833	119	15	reduce	reduce	VERB
cana-4833	119	16	holding	hold	VERB
cana-4833	119	17	costs	cost	NOUN
cana-4833	119	18	,	,	PUNCT
cana-4833	119	19	and	and	CCONJ
cana-4833	119	20	prevent	prevent	VERB
cana-4833	119	21	stock	stock	NOUN
cana-4833	119	22	outs	out	NOUN
cana-4833	119	23	,	,	PUNCT
cana-4833	119	24	effective	effective	ADJ
cana-4833	119	25	inventory	inventory	NOUN
cana-4833	119	26	management	management	NOUN
cana-4833	119	27	is	be	AUX
cana-4833	119	28	essential	essential	ADJ
cana-4833	119	29	.	.	PUNCT
cana-4833	120	1	inventory	inventory	NOUN
cana-4833	120	2	management	management	NOUN
cana-4833	120	3	is	be	AUX
cana-4833	120	4	improved	improve	VERB
cana-4833	120	5	by	by	ADP
cana-4833	120	6	machine	machine	NOUN
cana-4833	120	7	learning	learning	NOUN
cana-4833	120	8	using	use	VERB
cana-4833	120	9	dynamic	dynamic	ADJ
cana-4833	120	10	pricing	pricing	NOUN
cana-4833	120	11	techniques	technique	NOUN
cana-4833	120	12	:	:	PUNCT
cana-4833	120	13	•	•	NUM
cana-4833	120	14	optimal	optimal	ADJ
cana-4833	120	15	stock	stock	NOUN
cana-4833	120	16	levels	level	NOUN
cana-4833	120	17	:	:	PUNCT
cana-4833	120	18	to	to	PART
cana-4833	120	19	efficiently	efficiently	ADV
cana-4833	120	20	manage	manage	VERB
cana-4833	120	21	inventory	inventory	NOUN
cana-4833	120	22	levels	level	NOUN
cana-4833	120	23	,	,	PUNCT
cana-4833	120	24	machine	machine	NOUN
cana-4833	120	25	learning	learning	NOUN
cana-4833	120	26	models	model	NOUN
cana-4833	120	27	forecast	forecast	VERB
cana-4833	120	28	future	future	ADJ
cana-4833	120	29	demand	demand	NOUN
cana-4833	120	30	and	and	CCONJ
cana-4833	120	31	modify	modify	VERB
cana-4833	120	32	prices	price	NOUN
cana-4833	120	33	.	.	PUNCT
cana-4833	121	1	retailers	retailer	NOUN
cana-4833	121	2	can	can	AUX
cana-4833	121	3	minimize	minimize	VERB
cana-4833	121	4	holding	hold	VERB
cana-4833	121	5	costs	cost	NOUN
cana-4833	121	6	and	and	CCONJ
cana-4833	121	7	maximize	maximize	VERB
cana-4833	121	8	stock	stock	NOUN
cana-4833	121	9	turnover	turnover	NOUN
cana-4833	121	10	by	by	ADP
cana-4833	121	11	lowering	lower	VERB
cana-4833	121	12	prices	price	NOUN
cana-4833	121	13	during	during	ADP
cana-4833	121	14	sluggish	sluggish	ADJ
cana-4833	121	15	periods	period	NOUN
cana-4833	121	16	and	and	CCONJ
cana-4833	121	17	raising	raise	VERB
cana-4833	121	18	prices	price	NOUN
cana-4833	121	19	during	during	ADP
cana-4833	121	20	strong	strong	ADJ
cana-4833	121	21	demand	demand	NOUN
cana-4833	121	22	seasons	season	NOUN
cana-4833	121	23	.	.	PUNCT
cana-4833	122	1	communications	communication	NOUN
cana-4833	122	2	on	on	ADP
cana-4833	122	3	applied	apply	VERB
cana-4833	122	4	nonlinear	nonlinear	ADJ
cana-4833	122	5	analysis	analysis	NOUN
cana-4833	122	6	issn	issn	NOUN
cana-4833	122	7	:	:	PUNCT
cana-4833	122	8	1074	1074	NUM
cana-4833	122	9	-	-	PUNCT
cana-4833	122	10	133x	133x	NUM
cana-4833	122	11	vol	vol	VERB
cana-4833	122	12	32	32	NUM
cana-4833	122	13	no	no	NOUN
cana-4833	122	14	.	.	PUNCT
cana-4833	123	1	10s	10	NOUN
cana-4833	123	2	(	(	PUNCT
cana-4833	123	3	2025	2025	NUM
cana-4833	123	4	)	)	PUNCT
cana-4833	123	5	413	413	NUM
cana-4833	123	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	123	7	•	•	NOUN
cana-4833	123	8	decrease	decrease	NOUN
cana-4833	123	9	in	in	ADP
cana-4833	123	10	overstock	overstock	NOUN
cana-4833	123	11	and	and	CCONJ
cana-4833	123	12	stockouts	stockout	NOUN
cana-4833	123	13	:	:	PUNCT
cana-4833	123	14	machine	machine	NOUN
cana-4833	123	15	learning	learn	VERB
cana-4833	123	16	assists	assist	VERB
cana-4833	123	17	merchants	merchant	NOUN
cana-4833	123	18	in	in	ADP
cana-4833	123	19	keeping	keep	VERB
cana-4833	123	20	the	the	DET
cana-4833	123	21	right	right	ADJ
cana-4833	123	22	amount	amount	NOUN
cana-4833	123	23	of	of	ADP
cana-4833	123	24	goods	good	NOUN
cana-4833	123	25	on	on	ADP
cana-4833	123	26	hand	hand	NOUN
cana-4833	123	27	by	by	ADP
cana-4833	123	28	instantly	instantly	ADV
cana-4833	123	29	modifying	modify	VERB
cana-4833	123	30	prices	price	NOUN
cana-4833	123	31	in	in	ADP
cana-4833	123	32	response	response	NOUN
cana-4833	123	33	to	to	ADP
cana-4833	123	34	current	current	ADJ
cana-4833	123	35	stock	stock	NOUN
cana-4833	123	36	levels	level	NOUN
cana-4833	123	37	and	and	CCONJ
cana-4833	123	38	anticipated	anticipate	VERB
cana-4833	123	39	demand	demand	NOUN
cana-4833	123	40	.	.	PUNCT
cana-4833	124	1	this	this	DET
cana-4833	124	2	strategy	strategy	NOUN
cana-4833	124	3	lessens	lessen	VERB
cana-4833	124	4	the	the	DET
cana-4833	124	5	chance	chance	NOUN
cana-4833	124	6	of	of	ADP
cana-4833	124	7	stock	stock	NOUN
cana-4833	124	8	outs	out	NOUN
cana-4833	124	9	,	,	PUNCT
cana-4833	124	10	which	which	PRON
cana-4833	124	11	result	result	VERB
cana-4833	124	12	in	in	ADP
cana-4833	124	13	lost	lost	ADJ
cana-4833	124	14	revenues	revenue	NOUN
cana-4833	124	15	,	,	PUNCT
cana-4833	124	16	and	and	CCONJ
cana-4833	124	17	overstock	overstock	VERB
cana-4833	124	18	scenarios	scenario	NOUN
cana-4833	124	19	,	,	PUNCT
cana-4833	124	20	which	which	PRON
cana-4833	124	21	require	require	VERB
cana-4833	124	22	capital	capital	NOUN
cana-4833	124	23	.	.	PUNCT
cana-4833	125	1	•	•	NUM
cana-4833	125	2	enhanced	enhance	VERB
cana-4833	125	3	supply	supply	NOUN
cana-4833	125	4	chain	chain	NOUN
cana-4833	125	5	efficiency	efficiency	NOUN
cana-4833	125	6	:	:	PUNCT
cana-4833	125	7	machine	machine	NOUN
cana-4833	125	8	learning	learning	NOUN
cana-4833	125	9	enhances	enhance	VERB
cana-4833	125	10	the	the	DET
cana-4833	125	11	overall	overall	ADJ
cana-4833	125	12	efficiency	efficiency	NOUN
cana-4833	125	13	of	of	ADP
cana-4833	125	14	the	the	DET
cana-4833	125	15	supply	supply	NOUN
cana-4833	125	16	chain	chain	NOUN
cana-4833	125	17	by	by	ADP
cana-4833	125	18	more	more	ADV
cana-4833	125	19	precisely	precisely	ADV
cana-4833	125	20	predicting	predict	VERB
cana-4833	125	21	demand	demand	NOUN
cana-4833	125	22	and	and	CCONJ
cana-4833	125	23	modifying	modify	VERB
cana-4833	125	24	prices	price	NOUN
cana-4833	125	25	accordingly	accordingly	ADV
cana-4833	125	26	.	.	PUNCT
cana-4833	126	1	by	by	ADP
cana-4833	126	2	streamlining	streamline	VERB
cana-4833	126	3	their	their	PRON
cana-4833	126	4	logistics	logistic	NOUN
cana-4833	126	5	and	and	CCONJ
cana-4833	126	6	procurement	procurement	NOUN
cana-4833	126	7	processes	process	NOUN
cana-4833	126	8	,	,	PUNCT
cana-4833	126	9	retailers	retailer	NOUN
cana-4833	126	10	may	may	AUX
cana-4833	126	11	cut	cut	VERB
cana-4833	126	12	lead	lead	NOUN
cana-4833	126	13	times	time	NOUN
cana-4833	126	14	and	and	CCONJ
cana-4833	126	15	boost	boost	VERB
cana-4833	126	16	customer	customer	NOUN
cana-4833	126	17	satisfaction	satisfaction	NOUN
cana-4833	126	18	.	.	PUNCT
cana-4833	127	1	for	for	SCONJ
cana-4833	127	2	online	online	ADJ
cana-4833	127	3	retailers	retailer	NOUN
cana-4833	127	4	to	to	PART
cana-4833	127	5	reduce	reduce	VERB
cana-4833	127	6	holding	hold	VERB
cana-4833	127	7	costs	cost	NOUN
cana-4833	127	8	,	,	PUNCT
cana-4833	127	9	guarantee	guarantee	VERB
cana-4833	127	10	that	that	SCONJ
cana-4833	127	11	stock	stock	NOUN
cana-4833	127	12	levels	level	NOUN
cana-4833	127	13	match	match	VERB
cana-4833	127	14	demand	demand	NOUN
cana-4833	127	15	,	,	PUNCT
cana-4833	127	16	and	and	CCONJ
cana-4833	127	17	prevent	prevent	VERB
cana-4833	127	18	stock	stock	NOUN
cana-4833	127	19	outs	out	NOUN
cana-4833	127	20	or	or	CCONJ
cana-4833	127	21	overstock	overstock	NOUN
cana-4833	127	22	scenarios	scenario	NOUN
cana-4833	127	23	,	,	PUNCT
cana-4833	127	24	effective	effective	ADJ
cana-4833	127	25	inventory	inventory	NOUN
cana-4833	127	26	management	management	NOUN
cana-4833	127	27	is	be	AUX
cana-4833	127	28	essential	essential	ADJ
cana-4833	127	29	.	.	PUNCT
cana-4833	128	1	a	a	DET
cana-4833	128	2	thorough	thorough	ADJ
cana-4833	128	3	functioning	functioning	NOUN
cana-4833	128	4	flow	flow	NOUN
cana-4833	128	5	diagram	diagram	NOUN
cana-4833	128	6	for	for	ADP
cana-4833	128	7	managing	manage	VERB
cana-4833	128	8	inventory	inventory	NOUN
cana-4833	128	9	in	in	ADP
cana-4833	128	10	an	an	DET
cana-4833	128	11	online	online	ADJ
cana-4833	128	12	retail	retail	ADJ
cana-4833	128	13	setting	setting	NOUN
cana-4833	128	14	may	may	AUX
cana-4833	128	15	be	be	AUX
cana-4833	128	16	found	find	VERB
cana-4833	128	17	below	below	ADV
cana-4833	128	18	.	.	PUNCT
cana-4833	129	1	following	follow	VERB
cana-4833	129	2	figure	figure	NOUN
cana-4833	129	3	2	2	NUM
cana-4833	129	4	represents	represent	VERB
cana-4833	129	5	keeping	keep	VERB
cana-4833	129	6	track	track	NOUN
cana-4833	129	7	of	of	ADP
cana-4833	129	8	stock	stock	NOUN
cana-4833	129	9	fig	fig	NOUN
cana-4833	129	10	2	2	NUM
cana-4833	129	11	:	:	PUNCT
cana-4833	129	12	keeping	keep	VERB
cana-4833	129	13	track	track	NOUN
cana-4833	129	14	of	of	ADP
cana-4833	129	15	stock	stock	NOUN
cana-4833	129	16	1	1	NUM
cana-4833	129	17	.	.	PUNCT
cana-4833	129	18	inventory	inventory	NOUN
cana-4833	129	19	tracking	tracking	NOUN
cana-4833	129	20	should	should	AUX
cana-4833	129	21	be	be	AUX
cana-4833	129	22	started	start	VERB
cana-4833	129	23	by	by	ADP
cana-4833	129	24	putting	put	VERB
cana-4833	129	25	processes	process	NOUN
cana-4833	129	26	and	and	CCONJ
cana-4833	129	27	procedures	procedure	NOUN
cana-4833	129	28	in	in	ADP
cana-4833	129	29	place	place	NOUN
cana-4833	129	30	to	to	PART
cana-4833	129	31	manage	manage	VERB
cana-4833	129	32	stock	stock	NOUN
cana-4833	129	33	effectively	effectively	ADV
cana-4833	129	34	.	.	PUNCT
cana-4833	130	1	communications	communication	NOUN
cana-4833	130	2	on	on	ADP
cana-4833	130	3	applied	apply	VERB
cana-4833	130	4	nonlinear	nonlinear	ADJ
cana-4833	130	5	analysis	analysis	NOUN
cana-4833	130	6	issn	issn	NOUN
cana-4833	130	7	:	:	PUNCT
cana-4833	130	8	1074	1074	NUM
cana-4833	130	9	-	-	PUNCT
cana-4833	130	10	133x	133x	NUM
cana-4833	130	11	vol	vol	VERB
cana-4833	130	12	32	32	NUM
cana-4833	130	13	no	no	NOUN
cana-4833	130	14	.	.	PUNCT
cana-4833	131	1	10s	10	NOUN
cana-4833	131	2	(	(	PUNCT
cana-4833	131	3	2025	2025	NUM
cana-4833	131	4	)	)	PUNCT
cana-4833	131	5	414	414	NUM
cana-4833	131	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	131	7	2	2	X
cana-4833	131	8	.	.	X
cana-4833	131	9	acknowledge	acknowledge	VERB
cana-4833	131	10	and	and	CCONJ
cana-4833	131	11	log	log	VERB
cana-4833	131	12	new	new	ADJ
cana-4833	131	13	stock	stock	NOUN
cana-4833	131	14	arrivals	arrival	NOUN
cana-4833	131	15	:	:	PUNCT
cana-4833	131	16	the	the	DET
cana-4833	131	17	inventory	inventory	NOUN
cana-4833	131	18	management	management	NOUN
cana-4833	131	19	system	system	NOUN
cana-4833	131	20	is	be	AUX
cana-4833	131	21	notified	notify	VERB
cana-4833	131	22	when	when	SCONJ
cana-4833	131	23	new	new	ADJ
cana-4833	131	24	stock	stock	NOUN
cana-4833	131	25	arrives	arrive	VERB
cana-4833	131	26	.	.	PUNCT
cana-4833	132	1	entering	enter	VERB
cana-4833	132	2	data	datum	NOUN
cana-4833	132	3	in	in	ADP
cana-4833	132	4	this	this	DET
cana-4833	132	5	step	step	NOUN
cana-4833	132	6	includes	include	VERB
cana-4833	132	7	entering	enter	VERB
cana-4833	132	8	specifics	specific	NOUN
cana-4833	132	9	such	such	ADJ
cana-4833	132	10	supplier	supplier	NOUN
cana-4833	132	11	information	information	NOUN
cana-4833	132	12	,	,	PUNCT
cana-4833	132	13	product	product	NOUN
cana-4833	132	14	characteristics	characteristic	NOUN
cana-4833	132	15	,	,	PUNCT
cana-4833	132	16	and	and	CCONJ
cana-4833	132	17	quantity	quantity	NOUN
cana-4833	132	18	.	.	PUNCT
cana-4833	133	1	3	3	X
cana-4833	133	2	.	.	X
cana-4833	133	3	update	update	VERB
cana-4833	133	4	stock	stock	NOUN
cana-4833	133	5	levels	level	NOUN
cana-4833	133	6	in	in	ADP
cana-4833	133	7	inventory	inventory	NOUN
cana-4833	133	8	system	system	NOUN
cana-4833	133	9	:	:	PUNCT
cana-4833	133	10	make	make	VERB
cana-4833	133	11	the	the	DET
cana-4833	133	12	necessary	necessary	ADJ
cana-4833	133	13	adjustments	adjustment	NOUN
cana-4833	133	14	to	to	ADP
cana-4833	133	15	the	the	DET
cana-4833	133	16	inventory	inventory	NOUN
cana-4833	133	17	system	system	NOUN
cana-4833	133	18	's	's	PART
cana-4833	133	19	stock	stock	NOUN
cana-4833	133	20	levels	level	NOUN
cana-4833	133	21	to	to	PART
cana-4833	133	22	account	account	VERB
cana-4833	133	23	for	for	ADP
cana-4833	133	24	the	the	DET
cana-4833	133	25	recent	recent	ADJ
cana-4833	133	26	arrivals	arrival	NOUN
cana-4833	133	27	.	.	PUNCT
cana-4833	134	1	this	this	PRON
cana-4833	134	2	guarantees	guarantee	VERB
cana-4833	134	3	accurate	accurate	ADJ
cana-4833	134	4	and	and	CCONJ
cana-4833	134	5	up	up	ADP
cana-4833	134	6	-	-	PUNCT
cana-4833	134	7	to	to	ADP
cana-4833	134	8	-	-	PUNCT
cana-4833	134	9	date	date	NOUN
cana-4833	134	10	inventory	inventory	NOUN
cana-4833	134	11	data	datum	NOUN
cana-4833	134	12	.	.	PUNCT
cana-4833	135	1	4	4	X
cana-4833	135	2	.	.	X
cana-4833	135	3	track	track	VERB
cana-4833	135	4	sales	sale	NOUN
cana-4833	135	5	data	datum	NOUN
cana-4833	135	6	and	and	CCONJ
cana-4833	135	7	stock	stock	NOUN
cana-4833	135	8	levels	level	NOUN
cana-4833	135	9	:	:	PUNCT
cana-4833	135	10	keep	keep	VERB
cana-4833	135	11	a	a	DET
cana-4833	135	12	close	close	ADJ
cana-4833	135	13	eye	eye	NOUN
cana-4833	135	14	on	on	ADP
cana-4833	135	15	stock	stock	NOUN
cana-4833	135	16	levels	level	NOUN
cana-4833	135	17	,	,	PUNCT
cana-4833	135	18	returns	return	NOUN
cana-4833	135	19	,	,	PUNCT
cana-4833	135	20	and	and	CCONJ
cana-4833	135	21	sales	sale	NOUN
cana-4833	135	22	data	datum	NOUN
cana-4833	135	23	in	in	ADP
cana-4833	135	24	real	real	ADJ
cana-4833	135	25	time	time	NOUN
cana-4833	135	26	.	.	PUNCT
cana-4833	136	1	tracking	tracking	NOUN
cana-4833	136	2	makes	make	VERB
cana-4833	136	3	it	it	PRON
cana-4833	136	4	easier	easy	ADJ
cana-4833	136	5	to	to	PART
cana-4833	136	6	spot	spot	VERB
cana-4833	136	7	patterns	pattern	NOUN
cana-4833	136	8	and	and	CCONJ
cana-4833	136	9	possible	possible	ADJ
cana-4833	136	10	stock	stock	NOUN
cana-4833	136	11	-	-	PUNCT
cana-4833	136	12	level	level	NOUN
cana-4833	136	13	problems	problem	NOUN
cana-4833	136	14	.	.	PUNCT
cana-4833	137	1	5	5	X
cana-4833	137	2	.	.	X
cana-4833	137	3	examine	examine	VERB
cana-4833	137	4	inventory	inventory	NOUN
cana-4833	137	5	trends	trend	NOUN
cana-4833	137	6	and	and	CCONJ
cana-4833	137	7	project	project	NOUN
cana-4833	137	8	demand	demand	NOUN
cana-4833	137	9	:	:	PUNCT
cana-4833	137	10	to	to	PART
cana-4833	137	11	project	project	VERB
cana-4833	137	12	future	future	ADJ
cana-4833	137	13	demand	demand	NOUN
cana-4833	137	14	,	,	PUNCT
cana-4833	137	15	examine	examine	VERB
cana-4833	137	16	sales	sale	NOUN
cana-4833	137	17	data	datum	NOUN
cana-4833	137	18	from	from	ADP
cana-4833	137	19	the	the	DET
cana-4833	137	20	past	past	NOUN
cana-4833	137	21	and	and	CCONJ
cana-4833	137	22	apply	apply	VERB
cana-4833	137	23	forecasting	forecasting	NOUN
cana-4833	137	24	techniques	technique	NOUN
cana-4833	137	25	.	.	PUNCT
cana-4833	138	1	this	this	DET
cana-4833	138	2	aids	aid	NOUN
cana-4833	138	3	in	in	ADP
cana-4833	138	4	anticipating	anticipate	VERB
cana-4833	138	5	inventory	inventory	NOUN
cana-4833	138	6	requirements	requirement	NOUN
cana-4833	138	7	and	and	CCONJ
cana-4833	138	8	keeps	keep	VERB
cana-4833	138	9	stockouts	stockout	NOUN
cana-4833	138	10	and	and	CCONJ
cana-4833	138	11	overstocks	overstock	NOUN
cana-4833	138	12	at	at	ADP
cana-4833	138	13	bay	bay	NOUN
cana-4833	138	14	.	.	PUNCT
cana-4833	139	1	6	6	X
cana-4833	139	2	.	.	X
cana-4833	139	3	create	create	VERB
cana-4833	139	4	reorder	reorder	NOUN
cana-4833	139	5	suggestions	suggestion	NOUN
cana-4833	139	6	and	and	CCONJ
cana-4833	139	7	stock	stock	NOUN
cana-4833	139	8	alerts	alert	NOUN
cana-4833	139	9	:	:	PUNCT
cana-4833	139	10	create	create	VERB
cana-4833	139	11	notifications	notification	NOUN
cana-4833	139	12	for	for	ADP
cana-4833	139	13	automatic	automatic	ADJ
cana-4833	139	14	reorders	reorder	NOUN
cana-4833	139	15	and	and	CCONJ
cana-4833	139	16	set	set	VERB
cana-4833	139	17	up	up	ADP
cana-4833	139	18	thresholds	threshold	NOUN
cana-4833	139	19	for	for	ADP
cana-4833	139	20	low	low	ADJ
cana-4833	139	21	stock	stock	NOUN
cana-4833	139	22	levels	level	NOUN
cana-4833	139	23	.	.	PUNCT
cana-4833	140	1	reorder	reorder	NOUN
cana-4833	140	2	recommendations	recommendation	NOUN
cana-4833	140	3	are	be	AUX
cana-4833	140	4	predicated	predicate	VERB
cana-4833	140	5	on	on	ADP
cana-4833	140	6	predicted	predict	VERB
cana-4833	140	7	demand	demand	NOUN
cana-4833	140	8	and	and	CCONJ
cana-4833	140	9	existing	exist	VERB
cana-4833	140	10	stock	stock	NOUN
cana-4833	140	11	levels	level	NOUN
cana-4833	140	12	.	.	PUNCT
cana-4833	141	1	7	7	X
cana-4833	141	2	.	.	X
cana-4833	141	3	review	review	NOUN
cana-4833	141	4	and	and	CCONJ
cana-4833	141	5	approve	approve	VERB
cana-4833	141	6	reorder	reorder	NOUN
cana-4833	141	7	suggestions	suggestion	NOUN
cana-4833	141	8	:	:	PUNCT
cana-4833	141	9	consider	consider	VERB
cana-4833	141	10	the	the	DET
cana-4833	141	11	reorder	reorder	NOUN
cana-4833	141	12	suggestions	suggestion	NOUN
cana-4833	141	13	and	and	CCONJ
cana-4833	141	14	determine	determine	VERB
cana-4833	141	15	whether	whether	SCONJ
cana-4833	141	16	to	to	PART
cana-4833	141	17	place	place	VERB
cana-4833	141	18	supplier	supplier	NOUN
cana-4833	141	19	orders	order	NOUN
cana-4833	141	20	.	.	PUNCT
cana-4833	142	1	this	this	DET
cana-4833	142	2	stage	stage	NOUN
cana-4833	142	3	entails	entail	VERB
cana-4833	142	4	checking	check	VERB
cana-4833	142	5	that	that	SCONJ
cana-4833	142	6	the	the	DET
cana-4833	142	7	recommended	recommend	VERB
cana-4833	142	8	quantities	quantity	NOUN
cana-4833	142	9	match	match	VERB
cana-4833	142	10	the	the	DET
cana-4833	142	11	requirements	requirement	NOUN
cana-4833	142	12	for	for	ADP
cana-4833	142	13	inventory	inventory	NOUN
cana-4833	142	14	.	.	PUNCT
cana-4833	143	1	8	8	X
cana-4833	143	2	.	.	X
cana-4833	143	3	receive	receive	VERB
cana-4833	143	4	and	and	CCONJ
cana-4833	143	5	check	check	VERB
cana-4833	143	6	reordered	reordered	ADJ
cana-4833	143	7	stock	stock	NOUN
cana-4833	143	8	:	:	PUNCT
cana-4833	143	9	upon	upon	SCONJ
cana-4833	143	10	receipt	receipt	NOUN
cana-4833	143	11	of	of	ADP
cana-4833	143	12	reordered	reordered	ADJ
cana-4833	143	13	stock	stock	NOUN
cana-4833	143	14	,	,	PUNCT
cana-4833	143	15	make	make	VERB
cana-4833	143	16	sure	sure	ADJ
cana-4833	143	17	it	it	PRON
cana-4833	143	18	is	be	AUX
cana-4833	143	19	accurate	accurate	ADJ
cana-4833	143	20	and	and	CCONJ
cana-4833	143	21	of	of	ADP
cana-4833	143	22	high	high	ADJ
cana-4833	143	23	quality	quality	NOUN
cana-4833	143	24	.	.	PUNCT
cana-4833	144	1	verify	verify	VERB
cana-4833	144	2	that	that	SCONJ
cana-4833	144	3	the	the	DET
cana-4833	144	4	received	receive	VERB
cana-4833	144	5	merchandise	merchandise	NOUN
cana-4833	144	6	is	be	AUX
cana-4833	144	7	in	in	ADP
cana-4833	144	8	excellent	excellent	ADJ
cana-4833	144	9	shape	shape	NOUN
cana-4833	144	10	and	and	CCONJ
cana-4833	144	11	meets	meet	VERB
cana-4833	144	12	the	the	DET
cana-4833	144	13	order	order	NOUN
cana-4833	144	14	parameters	parameter	NOUN
cana-4833	144	15	.	.	PUNCT
cana-4833	145	1	9	9	X
cana-4833	145	2	.	.	X
cana-4833	145	3	update	update	VERB
cana-4833	145	4	stock	stock	NOUN
cana-4833	145	5	levels	level	NOUN
cana-4833	145	6	following	follow	VERB
cana-4833	145	7	reorder	reorder	NOUN
cana-4833	145	8	:	:	PUNCT
cana-4833	145	9	taking	take	VERB
cana-4833	145	10	into	into	ADP
cana-4833	145	11	account	account	NOUN
cana-4833	145	12	the	the	DET
cana-4833	145	13	recently	recently	ADV
cana-4833	145	14	received	receive	VERB
cana-4833	145	15	stock	stock	NOUN
cana-4833	145	16	,	,	PUNCT
cana-4833	145	17	modify	modify	VERB
cana-4833	145	18	the	the	DET
cana-4833	145	19	stock	stock	NOUN
cana-4833	145	20	levels	level	NOUN
cana-4833	145	21	in	in	ADP
cana-4833	145	22	the	the	DET
cana-4833	145	23	inventory	inventory	NOUN
cana-4833	145	24	system	system	NOUN
cana-4833	145	25	.	.	PUNCT
cana-4833	146	1	this	this	PRON
cana-4833	146	2	guarantees	guarantee	VERB
cana-4833	146	3	the	the	DET
cana-4833	146	4	accuracy	accuracy	NOUN
cana-4833	146	5	of	of	ADP
cana-4833	146	6	inventory	inventory	NOUN
cana-4833	146	7	data	datum	NOUN
cana-4833	146	8	.	.	PUNCT
cana-4833	147	1	10	10	NUM
cana-4833	147	2	.	.	X
cana-4833	147	3	periodic	periodic	ADJ
cana-4833	147	4	stock	stock	NOUN
cana-4833	147	5	audits	audits	NOUN
cana-4833	147	6	and	and	CCONJ
cana-4833	147	7	reconciliation	reconciliation	NOUN
cana-4833	147	8	:	:	PUNCT
cana-4833	147	9	to	to	PART
cana-4833	147	10	guarantee	guarantee	VERB
cana-4833	147	11	the	the	DET
cana-4833	147	12	correctness	correctness	NOUN
cana-4833	147	13	of	of	ADP
cana-4833	147	14	inventory	inventory	NOUN
cana-4833	147	15	data	datum	NOUN
cana-4833	147	16	,	,	PUNCT
cana-4833	147	17	carry	carry	VERB
cana-4833	147	18	out	out	ADP
cana-4833	147	19	periodic	periodic	ADJ
cana-4833	147	20	stock	stock	NOUN
cana-4833	147	21	audits	audits	NOUN
cana-4833	147	22	and	and	CCONJ
cana-4833	147	23	reconciliation	reconciliation	NOUN
cana-4833	147	24	checks	check	NOUN
cana-4833	147	25	.	.	PUNCT
cana-4833	148	1	this	this	PRON
cana-4833	148	2	makes	make	VERB
cana-4833	148	3	disparities	disparity	NOUN
cana-4833	148	4	easier	easy	ADJ
cana-4833	148	5	to	to	PART
cana-4833	148	6	find	find	VERB
cana-4833	148	7	and	and	CCONJ
cana-4833	148	8	quickly	quickly	ADV
cana-4833	148	9	resolve	resolve	VERB
cana-4833	148	10	.	.	PUNCT
cana-4833	149	1	11	11	NUM
cana-4833	149	2	.	.	X
cana-4833	150	1	close	close	ADJ
cana-4833	150	2	inventory	inventory	NOUN
cana-4833	150	3	tracking	tracking	NOUN
cana-4833	150	4	:	:	PUNCT
cana-4833	150	5	bring	bring	VERB
cana-4833	150	6	the	the	DET
cana-4833	150	7	inventory	inventory	NOUN
cana-4833	150	8	tracking	tracking	NOUN
cana-4833	150	9	procedure	procedure	NOUN
cana-4833	150	10	to	to	ADP
cana-4833	150	11	an	an	DET
cana-4833	150	12	end	end	NOUN
cana-4833	150	13	.	.	PUNCT
cana-4833	151	1	this	this	PRON
cana-4833	151	2	entails	entail	VERB
cana-4833	151	3	assessing	assess	VERB
cana-4833	151	4	the	the	DET
cana-4833	151	5	overall	overall	ADJ
cana-4833	151	6	effectiveness	effectiveness	NOUN
cana-4833	151	7	of	of	ADP
cana-4833	151	8	inventory	inventory	NOUN
cana-4833	151	9	management	management	NOUN
cana-4833	151	10	and	and	CCONJ
cana-4833	151	11	getting	get	VERB
cana-4833	151	12	ready	ready	ADJ
cana-4833	151	13	to	to	PART
cana-4833	151	14	make	make	VERB
cana-4833	151	15	any	any	DET
cana-4833	151	16	required	required	ADJ
cana-4833	151	17	modifications	modification	NOUN
cana-4833	151	18	or	or	CCONJ
cana-4833	151	19	enhancements	enhancement	NOUN
cana-4833	151	20	.	.	PUNCT
cana-4833	152	1	online	online	ADJ
cana-4833	152	2	retailers	retailer	NOUN
cana-4833	152	3	'	'	PART
cana-4833	152	4	pricing	pricing	NOUN
cana-4833	152	5	tactics	tactic	NOUN
cana-4833	152	6	have	have	AUX
cana-4833	152	7	been	be	AUX
cana-4833	152	8	completely	completely	ADV
cana-4833	152	9	transformed	transform	VERB
cana-4833	152	10	by	by	ADP
cana-4833	152	11	machine	machine	NOUN
cana-4833	152	12	learning	learning	NOUN
cana-4833	152	13	,	,	PUNCT
cana-4833	152	14	which	which	PRON
cana-4833	152	15	makes	make	VERB
cana-4833	152	16	it	it	PRON
cana-4833	152	17	possible	possible	ADJ
cana-4833	152	18	to	to	PART
cana-4833	152	19	offer	offer	VERB
cana-4833	152	20	more	more	ADV
cana-4833	152	21	precise	precise	ADJ
cana-4833	152	22	pricing	pricing	NOUN
cana-4833	152	23	,	,	PUNCT
cana-4833	152	24	real	real	ADJ
cana-4833	152	25	-	-	PUNCT
cana-4833	152	26	time	time	NOUN
cana-4833	152	27	adaption	adaption	NOUN
cana-4833	152	28	,	,	PUNCT
cana-4833	152	29	tailored	tailor	VERB
cana-4833	152	30	pricing	pricing	NOUN
cana-4833	152	31	,	,	PUNCT
cana-4833	152	32	and	and	CCONJ
cana-4833	152	33	better	well	ADJ
cana-4833	152	34	inventory	inventory	NOUN
cana-4833	152	35	management	management	NOUN
cana-4833	152	36	.	.	PUNCT
cana-4833	153	1	improved	improve	VERB
cana-4833	153	2	client	client	NOUN
cana-4833	153	3	happiness	happiness	NOUN
cana-4833	153	4	,	,	PUNCT
cana-4833	153	5	higher	high	ADJ
cana-4833	153	6	profitability	profitability	NOUN
cana-4833	153	7	,	,	PUNCT
cana-4833	153	8	and	and	CCONJ
cana-4833	153	9	more	more	ADV
cana-4833	153	10	effective	effective	ADJ
cana-4833	153	11	operations	operation	NOUN
cana-4833	153	12	are	be	AUX
cana-4833	153	13	the	the	DET
cana-4833	153	14	results	result	NOUN
cana-4833	153	15	of	of	ADP
cana-4833	153	16	these	these	DET
cana-4833	153	17	developments	development	NOUN
cana-4833	153	18	.	.	PUNCT
cana-4833	154	1	however	however	ADV
cana-4833	154	2	,	,	PUNCT
cana-4833	154	3	access	access	NOUN
cana-4833	154	4	to	to	ADP
cana-4833	154	5	high	high	ADJ
cana-4833	154	6	-	-	PUNCT
cana-4833	154	7	quality	quality	NOUN
cana-4833	154	8	data	datum	NOUN
cana-4833	154	9	,	,	PUNCT
cana-4833	154	10	sophisticated	sophisticated	ADJ
cana-4833	154	11	computing	computing	NOUN
cana-4833	154	12	capabilities	capability	NOUN
cana-4833	154	13	,	,	PUNCT
cana-4833	154	14	and	and	CCONJ
cana-4833	154	15	careful	careful	ADJ
cana-4833	154	16	consideration	consideration	NOUN
cana-4833	154	17	of	of	ADP
cana-4833	154	18	ethical	ethical	ADJ
cana-4833	154	19	and	and	CCONJ
cana-4833	154	20	legal	legal	ADJ
cana-4833	154	21	issues	issue	NOUN
cana-4833	154	22	are	be	AUX
cana-4833	154	23	necessary	necessary	ADJ
cana-4833	154	24	for	for	ADP
cana-4833	154	25	the	the	DET
cana-4833	154	26	successful	successful	ADJ
cana-4833	154	27	application	application	NOUN
cana-4833	154	28	of	of	ADP
cana-4833	154	29	machine	machine	NOUN
cana-4833	154	30	learning	learn	VERB
cana-4833	154	31	in	in	ADP
cana-4833	154	32	dynamic	dynamic	ADJ
cana-4833	154	33	pricing	pricing	NOUN
cana-4833	154	34	.	.	PUNCT
cana-4833	155	1	it	it	PRON
cana-4833	155	2	is	be	AUX
cana-4833	155	3	anticipated	anticipate	VERB
cana-4833	155	4	that	that	SCONJ
cana-4833	155	5	as	as	SCONJ
cana-4833	155	6	machine	machine	NOUN
cana-4833	155	7	learning	learn	VERB
cana-4833	155	8	technology	technology	NOUN
cana-4833	155	9	advances	advance	NOUN
cana-4833	155	10	,	,	PUNCT
cana-4833	155	11	it	it	PRON
cana-4833	155	12	will	will	AUX
cana-4833	155	13	have	have	VERB
cana-4833	155	14	a	a	DET
cana-4833	155	15	greater	great	ADJ
cana-4833	155	16	influence	influence	NOUN
cana-4833	155	17	on	on	ADP
cana-4833	155	18	dynamic	dynamic	ADJ
cana-4833	155	19	pricing	pricing	NOUN
cana-4833	155	20	tactics	tactic	NOUN
cana-4833	155	21	and	and	CCONJ
cana-4833	155	22	provide	provide	VERB
cana-4833	155	23	online	online	ADJ
cana-4833	155	24	businesses	business	NOUN
cana-4833	155	25	with	with	ADP
cana-4833	155	26	ever	ever	ADV
cana-4833	155	27	more	more	ADV
cana-4833	155	28	advanced	advanced	ADJ
cana-4833	155	29	and	and	CCONJ
cana-4833	155	30	potent	potent	ADJ
cana-4833	155	31	pricing	pricing	NOUN
cana-4833	155	32	options	option	NOUN
cana-4833	155	33	.	.	PUNCT
cana-4833	156	1	4	4	X
cana-4833	156	2	.	.	X
cana-4833	156	3	difficulties	difficulty	NOUN
cana-4833	156	4	in	in	ADP
cana-4833	156	5	using	use	VERB
cana-4833	156	6	machine	machine	NOUN
cana-4833	156	7	learning	learning	NOUN
cana-4833	156	8	for	for	ADP
cana-4833	156	9	dynamic	dynamic	ADJ
cana-4833	156	10	pricing	pricing	NOUN
cana-4833	156	11	although	although	SCONJ
cana-4833	156	12	there	there	PRON
cana-4833	156	13	are	be	VERB
cana-4833	156	14	several	several	ADJ
cana-4833	156	15	advantages	advantage	NOUN
cana-4833	156	16	to	to	ADP
cana-4833	156	17	employing	employ	VERB
cana-4833	156	18	machine	machine	NOUN
cana-4833	156	19	learning	learning	NOUN
cana-4833	156	20	(	(	PUNCT
cana-4833	156	21	ml	ml	NOUN
cana-4833	156	22	)	)	PUNCT
cana-4833	156	23	for	for	ADP
cana-4833	156	24	dynamic	dynamic	ADJ
cana-4833	156	25	pricing	pricing	NOUN
cana-4833	156	26	,	,	PUNCT
cana-4833	156	27	there	there	PRON
cana-4833	156	28	are	be	VERB
cana-4833	156	29	a	a	DET
cana-4833	156	30	number	number	NOUN
cana-4833	156	31	of	of	ADP
cana-4833	156	32	difficulties	difficulty	NOUN
cana-4833	156	33	in	in	ADP
cana-4833	156	34	putting	put	VERB
cana-4833	156	35	these	these	DET
cana-4833	156	36	sophisticated	sophisticated	ADJ
cana-4833	156	37	algorithms	algorithm	NOUN
cana-4833	156	38	into	into	ADP
cana-4833	156	39	practice	practice	NOUN
cana-4833	156	40	.	.	PUNCT
cana-4833	157	1	the	the	DET
cana-4833	157	2	accuracy	accuracy	NOUN
cana-4833	157	3	,	,	PUNCT
cana-4833	157	4	efficacy	efficacy	NOUN
cana-4833	157	5	,	,	PUNCT
cana-4833	157	6	and	and	CCONJ
cana-4833	157	7	morality	morality	NOUN
cana-4833	157	8	of	of	ADP
cana-4833	157	9	the	the	DET
cana-4833	157	10	pricing	pricing	NOUN
cana-4833	157	11	schemes	scheme	NOUN
cana-4833	157	12	created	create	VERB
cana-4833	157	13	may	may	AUX
cana-4833	157	14	be	be	AUX
cana-4833	157	15	impacted	impact	VERB
cana-4833	157	16	by	by	ADP
cana-4833	157	17	these	these	DET
cana-4833	157	18	issues	issue	NOUN
cana-4833	157	19	.	.	PUNCT
cana-4833	158	1	the	the	DET
cana-4833	158	2	communications	communication	NOUN
cana-4833	158	3	on	on	ADP
cana-4833	158	4	applied	apply	VERB
cana-4833	158	5	nonlinear	nonlinear	ADJ
cana-4833	158	6	analysis	analysis	NOUN
cana-4833	158	7	issn	issn	NOUN
cana-4833	158	8	:	:	PUNCT
cana-4833	158	9	1074	1074	NUM
cana-4833	158	10	-	-	PUNCT
cana-4833	158	11	133x	133x	NUM
cana-4833	158	12	vol	vol	VERB
cana-4833	158	13	32	32	NUM
cana-4833	158	14	no	no	NOUN
cana-4833	158	15	.	.	PUNCT
cana-4833	159	1	10s	10	NOUN
cana-4833	159	2	(	(	PUNCT
cana-4833	159	3	2025	2025	NUM
cana-4833	159	4	)	)	PUNCT
cana-4833	159	5	415	415	NUM
cana-4833	159	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	159	7	main	main	ADJ
cana-4833	159	8	obstacles	obstacle	NOUN
cana-4833	159	9	that	that	PRON
cana-4833	159	10	online	online	ADJ
cana-4833	159	11	retailers	retailer	NOUN
cana-4833	159	12	have	have	VERB
cana-4833	159	13	when	when	SCONJ
cana-4833	159	14	using	use	VERB
cana-4833	159	15	machine	machine	NOUN
cana-4833	159	16	learning	learning	NOUN
cana-4833	159	17	for	for	ADP
cana-4833	159	18	dynamic	dynamic	ADJ
cana-4833	159	19	pricing	pricing	NOUN
cana-4833	159	20	are	be	AUX
cana-4833	159	21	examined	examine	VERB
cana-4833	159	22	in	in	ADP
cana-4833	159	23	this	this	DET
cana-4833	159	24	section	section	NOUN
cana-4833	159	25	.	.	PUNCT
cana-4833	160	1	4.1	4.1	NUM
cana-4833	160	2	data	datum	NOUN
cana-4833	160	3	availability	availability	NOUN
cana-4833	160	4	and	and	CCONJ
cana-4833	160	5	quality	quality	NOUN
cana-4833	160	6	reliable	reliable	ADJ
cana-4833	160	7	and	and	CCONJ
cana-4833	160	8	thorough	thorough	ADJ
cana-4833	160	9	data	data	NOUN
cana-4833	160	10	is	be	AUX
cana-4833	160	11	necessary	necessary	ADJ
cana-4833	160	12	to	to	PART
cana-4833	160	13	build	build	VERB
cana-4833	160	14	machine	machine	NOUN
cana-4833	160	15	learning	learning	NOUN
cana-4833	160	16	models	model	NOUN
cana-4833	160	17	that	that	PRON
cana-4833	160	18	work	work	VERB
cana-4833	160	19	.	.	PUNCT
cana-4833	161	1	nevertheless	nevertheless	ADV
cana-4833	161	2	,	,	PUNCT
cana-4833	161	3	acquiring	acquire	VERB
cana-4833	161	4	such	such	ADJ
cana-4833	161	5	information	information	NOUN
cana-4833	161	6	can	can	AUX
cana-4833	161	7	be	be	AUX
cana-4833	161	8	difficult	difficult	ADJ
cana-4833	161	9	:	:	PUNCT
cana-4833	161	10	•	•	ADJ
cana-4833	161	11	inadequate	inadequate	ADJ
cana-4833	161	12	information	information	NOUN
cana-4833	161	13	:	:	PUNCT
cana-4833	161	14	stores	store	NOUN
cana-4833	161	15	could	could	AUX
cana-4833	161	16	not	not	PART
cana-4833	161	17	possess	possess	VERB
cana-4833	161	18	all	all	DET
cana-4833	161	19	the	the	DET
cana-4833	161	20	necessary	necessary	ADJ
cana-4833	161	21	data	datum	NOUN
cana-4833	161	22	required	require	VERB
cana-4833	161	23	to	to	PART
cana-4833	161	24	train	train	VERB
cana-4833	161	25	machine	machine	NOUN
cana-4833	161	26	learning	learning	NOUN
cana-4833	161	27	models	model	NOUN
cana-4833	161	28	.	.	PUNCT
cana-4833	162	1	this	this	PRON
cana-4833	162	2	may	may	AUX
cana-4833	162	3	involve	involve	VERB
cana-4833	162	4	lacking	lack	VERB
cana-4833	162	5	competition	competition	NOUN
cana-4833	162	6	pricing	pricing	NOUN
cana-4833	162	7	information	information	NOUN
cana-4833	162	8	,	,	PUNCT
cana-4833	162	9	insufficient	insufficient	ADJ
cana-4833	162	10	consumer	consumer	NOUN
cana-4833	162	11	information	information	NOUN
cana-4833	162	12	,	,	PUNCT
cana-4833	162	13	or	or	CCONJ
cana-4833	162	14	missing	miss	VERB
cana-4833	162	15	historical	historical	ADJ
cana-4833	162	16	sales	sale	NOUN
cana-4833	162	17	data	datum	NOUN
cana-4833	162	18	.	.	PUNCT
cana-4833	163	1	•	•	NUM
cana-4833	163	2	data	datum	NOUN
cana-4833	163	3	accuracy	accuracy	NOUN
cana-4833	163	4	:	:	PUNCT
cana-4833	163	5	it	it	PRON
cana-4833	163	6	's	be	AUX
cana-4833	163	7	critical	critical	ADJ
cana-4833	163	8	that	that	SCONJ
cana-4833	163	9	the	the	DET
cana-4833	163	10	data	datum	NOUN
cana-4833	163	11	used	use	VERB
cana-4833	163	12	to	to	PART
cana-4833	163	13	train	train	VERB
cana-4833	163	14	machine	machine	NOUN
cana-4833	163	15	learning	learning	NOUN
cana-4833	163	16	models	model	NOUN
cana-4833	163	17	be	be	AUX
cana-4833	163	18	accurate	accurate	ADJ
cana-4833	163	19	.	.	PUNCT
cana-4833	164	1	inaccurate	inaccurate	ADJ
cana-4833	164	2	data	datum	NOUN
cana-4833	164	3	might	might	AUX
cana-4833	164	4	result	result	VERB
cana-4833	164	5	in	in	ADP
cana-4833	164	6	poor	poor	ADJ
cana-4833	164	7	pricing	pricing	NOUN
cana-4833	164	8	decisions	decision	NOUN
cana-4833	164	9	and	and	CCONJ
cana-4833	164	10	inaccurate	inaccurate	ADJ
cana-4833	164	11	forecasts	forecast	NOUN
cana-4833	164	12	.	.	PUNCT
cana-4833	165	1	the	the	DET
cana-4833	165	2	quality	quality	NOUN
cana-4833	165	3	of	of	ADP
cana-4833	165	4	the	the	DET
cana-4833	165	5	data	datum	NOUN
cana-4833	165	6	might	might	AUX
cana-4833	165	7	be	be	AUX
cana-4833	165	8	lowered	lower	VERB
cana-4833	165	9	by	by	ADP
cana-4833	165	10	mistakes	mistake	NOUN
cana-4833	165	11	made	make	VERB
cana-4833	165	12	during	during	ADP
cana-4833	165	13	data	datum	NOUN
cana-4833	165	14	entry	entry	NOUN
cana-4833	165	15	,	,	PUNCT
cana-4833	165	16	processing	processing	NOUN
cana-4833	165	17	,	,	PUNCT
cana-4833	165	18	or	or	CCONJ
cana-4833	165	19	gathering	gathering	NOUN
cana-4833	165	20	.	.	PUNCT
cana-4833	166	1	•	•	NUM
cana-4833	166	2	data	datum	NOUN
cana-4833	166	3	integration	integration	NOUN
cana-4833	166	4	:	:	PUNCT
cana-4833	166	5	it	it	PRON
cana-4833	166	6	can	can	AUX
cana-4833	166	7	be	be	AUX
cana-4833	166	8	challenging	challenge	VERB
cana-4833	166	9	to	to	PART
cana-4833	166	10	combine	combine	VERB
cana-4833	166	11	information	information	NOUN
cana-4833	166	12	from	from	ADP
cana-4833	166	13	multiple	multiple	ADJ
cana-4833	166	14	sources	source	NOUN
cana-4833	166	15	,	,	PUNCT
cana-4833	166	16	including	include	VERB
cana-4833	166	17	customer	customer	NOUN
cana-4833	166	18	databases	database	NOUN
cana-4833	166	19	,	,	PUNCT
cana-4833	166	20	sales	sale	NOUN
cana-4833	166	21	records	record	NOUN
cana-4833	166	22	,	,	PUNCT
cana-4833	166	23	and	and	CCONJ
cana-4833	166	24	external	external	ADJ
cana-4833	166	25	market	market	NOUN
cana-4833	166	26	data	datum	NOUN
cana-4833	166	27	.	.	PUNCT
cana-4833	167	1	inconsistent	inconsistent	ADJ
cana-4833	167	2	data	data	PROPN
cana-4833	167	3	structures	structure	NOUN
cana-4833	167	4	and	and	CCONJ
cana-4833	167	5	formats	format	NOUN
cana-4833	167	6	can	can	AUX
cana-4833	167	7	make	make	VERB
cana-4833	167	8	integration	integration	NOUN
cana-4833	167	9	difficult	difficult	ADJ
cana-4833	167	10	and	and	CCONJ
cana-4833	167	11	have	have	VERB
cana-4833	167	12	an	an	DET
cana-4833	167	13	impact	impact	NOUN
cana-4833	167	14	on	on	ADP
cana-4833	167	15	the	the	DET
cana-4833	167	16	model	model	NOUN
cana-4833	167	17	's	's	PART
cana-4833	167	18	functionality	functionality	NOUN
cana-4833	167	19	.	.	PUNCT
cana-4833	168	1	4.2	4.2	NUM
cana-4833	168	2	complexity	complexity	NOUN
cana-4833	168	3	of	of	ADP
cana-4833	168	4	the	the	DET
cana-4833	168	5	model	model	NOUN
cana-4833	168	6	the	the	DET
cana-4833	168	7	process	process	NOUN
cana-4833	168	8	of	of	ADP
cana-4833	168	9	creating	create	VERB
cana-4833	168	10	and	and	CCONJ
cana-4833	168	11	managing	manage	VERB
cana-4833	168	12	sophisticated	sophisticated	ADJ
cana-4833	168	13	machine	machine	NOUN
cana-4833	168	14	learning	learning	NOUN
cana-4833	168	15	models	model	NOUN
cana-4833	168	16	for	for	ADP
cana-4833	168	17	dynamic	dynamic	ADJ
cana-4833	168	18	pricing	pricing	NOUN
cana-4833	168	19	is	be	AUX
cana-4833	168	20	somewhat	somewhat	ADV
cana-4833	168	21	intricate	intricate	ADJ
cana-4833	168	22	.	.	NOUN
cana-4833	169	1	•	•	NUM
cana-4833	169	2	algorithm	algorithm	NOUN
cana-4833	169	3	selection	selection	NOUN
cana-4833	169	4	:	:	PUNCT
cana-4833	169	5	selecting	select	VERB
cana-4833	169	6	the	the	DET
cana-4833	169	7	best	good	ADJ
cana-4833	169	8	machine	machine	NOUN
cana-4833	169	9	learning	learn	VERB
cana-4833	169	10	algorithm	algorithm	NOUN
cana-4833	169	11	for	for	ADP
cana-4833	169	12	dynamic	dynamic	ADJ
cana-4833	169	13	pricing	pricing	NOUN
cana-4833	169	14	is	be	AUX
cana-4833	169	15	a	a	DET
cana-4833	169	16	complex	complex	ADJ
cana-4833	169	17	process	process	NOUN
cana-4833	169	18	.	.	PUNCT
cana-4833	170	1	the	the	DET
cana-4833	170	2	best	good	ADJ
cana-4833	170	3	method	method	NOUN
cana-4833	170	4	to	to	PART
cana-4833	170	5	use	use	VERB
cana-4833	170	6	will	will	AUX
cana-4833	170	7	rely	rely	VERB
cana-4833	170	8	on	on	ADP
cana-4833	170	9	the	the	DET
cana-4833	170	10	particular	particular	ADJ
cana-4833	170	11	situation	situation	NOUN
cana-4833	170	12	and	and	CCONJ
cana-4833	170	13	the	the	DET
cana-4833	170	14	properties	property	NOUN
cana-4833	170	15	of	of	ADP
cana-4833	170	16	the	the	DET
cana-4833	170	17	data	datum	NOUN
cana-4833	170	18	.	.	PUNCT
cana-4833	171	1	different	different	ADJ
cana-4833	171	2	algorithms	algorithm	NOUN
cana-4833	171	3	have	have	VERB
cana-4833	171	4	different	different	ADJ
cana-4833	171	5	strengths	strength	NOUN
cana-4833	171	6	and	and	CCONJ
cana-4833	171	7	drawbacks	drawback	NOUN
cana-4833	171	8	.	.	PUNCT
cana-4833	172	1	•	•	NUM
cana-4833	172	2	hyper	hyper	ADJ
cana-4833	172	3	parameter	parameter	NOUN
cana-4833	172	4	tuning	tuning	NOUN
cana-4833	172	5	:	:	PUNCT
cana-4833	172	6	in	in	ADP
cana-4833	172	7	order	order	NOUN
cana-4833	172	8	to	to	PART
cana-4833	172	9	attain	attain	VERB
cana-4833	172	10	peak	peak	NOUN
cana-4833	172	11	performance	performance	NOUN
cana-4833	172	12	,	,	PUNCT
cana-4833	172	13	machine	machine	NOUN
cana-4833	172	14	learning	learning	NOUN
cana-4833	172	15	models	model	NOUN
cana-4833	172	16	frequently	frequently	ADV
cana-4833	172	17	need	need	VERB
cana-4833	172	18	their	their	PRON
cana-4833	172	19	hyper	hyper	ADJ
cana-4833	172	20	parameters	parameter	NOUN
cana-4833	172	21	adjusted	adjust	VERB
cana-4833	172	22	.	.	PUNCT
cana-4833	173	1	this	this	PRON
cana-4833	173	2	can	can	AUX
cana-4833	173	3	be	be	AUX
cana-4833	173	4	a	a	DET
cana-4833	173	5	computationally	computationally	ADV
cana-4833	173	6	demanding	demanding	ADJ
cana-4833	173	7	and	and	CCONJ
cana-4833	173	8	timeconsuming	timeconsuming	ADJ
cana-4833	173	9	process	process	NOUN
cana-4833	173	10	.	.	PUNCT
cana-4833	174	1	•	•	NUM
cana-4833	174	2	interpretability	interpretability	NOUN
cana-4833	174	3	of	of	ADP
cana-4833	174	4	the	the	DET
cana-4833	174	5	model	model	NOUN
cana-4833	174	6	:	:	PUNCT
cana-4833	174	7	interpreting	interpret	VERB
cana-4833	174	8	complex	complex	ADJ
cana-4833	174	9	machine	machine	NOUN
cana-4833	174	10	learning	learning	NOUN
cana-4833	174	11	models	model	NOUN
cana-4833	174	12	,	,	PUNCT
cana-4833	174	13	such	such	ADJ
cana-4833	174	14	deep	deep	ADJ
cana-4833	174	15	learning	learning	NOUN
cana-4833	174	16	networks	network	NOUN
cana-4833	174	17	,	,	PUNCT
cana-4833	174	18	can	can	AUX
cana-4833	174	19	be	be	AUX
cana-4833	174	20	difficult	difficult	ADJ
cana-4833	174	21	.	.	PUNCT
cana-4833	175	1	gaining	gain	VERB
cana-4833	175	2	stakeholders	stakeholder	NOUN
cana-4833	175	3	'	'	PART
cana-4833	175	4	trust	trust	NOUN
cana-4833	175	5	and	and	CCONJ
cana-4833	175	6	making	make	VERB
cana-4833	175	7	wise	wise	ADJ
cana-4833	175	8	modifications	modification	NOUN
cana-4833	175	9	require	require	VERB
cana-4833	175	10	an	an	DET
cana-4833	175	11	understanding	understanding	NOUN
cana-4833	175	12	of	of	ADP
cana-4833	175	13	how	how	SCONJ
cana-4833	175	14	these	these	DET
cana-4833	175	15	models	model	NOUN
cana-4833	175	16	determine	determine	VERB
cana-4833	175	17	prices	price	NOUN
cana-4833	175	18	.	.	PUNCT
cana-4833	176	1	following	follow	VERB
cana-4833	176	2	figure	figure	NOUN
cana-4833	176	3	3	3	NUM
cana-4833	176	4	represents	represent	VERB
cana-4833	176	5	complexity	complexity	NOUN
cana-4833	176	6	of	of	ADP
cana-4833	176	7	the	the	DET
cana-4833	176	8	model	model	NOUN
cana-4833	176	9	fig	fig	NOUN
cana-4833	176	10	3	3	NUM
cana-4833	176	11	:	:	PUNCT
cana-4833	176	12	complexity	complexity	NOUN
cana-4833	176	13	of	of	ADP
cana-4833	176	14	the	the	DET
cana-4833	176	15	model	model	NOUN
cana-4833	176	16	communications	communication	NOUN
cana-4833	176	17	on	on	ADP
cana-4833	176	18	applied	apply	VERB
cana-4833	176	19	nonlinear	nonlinear	ADJ
cana-4833	176	20	analysis	analysis	NOUN
cana-4833	176	21	issn	issn	NOUN
cana-4833	176	22	:	:	PUNCT
cana-4833	176	23	1074	1074	NUM
cana-4833	176	24	-	-	PUNCT
cana-4833	176	25	133x	133x	NUM
cana-4833	176	26	vol	vol	VERB
cana-4833	176	27	32	32	NUM
cana-4833	176	28	no	no	NOUN
cana-4833	176	29	.	.	PUNCT
cana-4833	177	1	10s	10	NOUN
cana-4833	177	2	(	(	PUNCT
cana-4833	177	3	2025	2025	NUM
cana-4833	177	4	)	)	PUNCT
cana-4833	177	5	416	416	NUM
cana-4833	177	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	177	7	4.3	4.3	NUM
cana-4833	177	8	resources	resource	NOUN
cana-4833	177	9	for	for	ADP
cana-4833	177	10	computation	computation	NOUN
cana-4833	177	11	ml	ml	ADP
cana-4833	177	12	algorithms	algorithm	NOUN
cana-4833	177	13	require	require	VERB
cana-4833	177	14	a	a	DET
cana-4833	177	15	lot	lot	NOUN
cana-4833	177	16	of	of	ADP
cana-4833	177	17	processing	processing	NOUN
cana-4833	177	18	power	power	NOUN
cana-4833	177	19	to	to	PART
cana-4833	177	20	run	run	VERB
cana-4833	177	21	,	,	PUNCT
cana-4833	177	22	especially	especially	ADV
cana-4833	177	23	those	those	PRON
cana-4833	177	24	that	that	PRON
cana-4833	177	25	handle	handle	VERB
cana-4833	177	26	big	big	ADJ
cana-4833	177	27	datasets	dataset	NOUN
cana-4833	177	28	and	and	CCONJ
cana-4833	177	29	need	need	VERB
cana-4833	177	30	to	to	PART
cana-4833	177	31	make	make	VERB
cana-4833	177	32	predictions	prediction	NOUN
cana-4833	177	33	instantly	instantly	ADV
cana-4833	177	34	.	.	PUNCT
cana-4833	178	1	•	•	NUM
cana-4833	178	2	processing	processing	NOUN
cana-4833	178	3	power	power	NOUN
cana-4833	178	4	:	:	PUNCT
cana-4833	178	5	large	large	ADJ
cana-4833	178	6	amounts	amount	NOUN
cana-4833	178	7	of	of	ADP
cana-4833	178	8	memory	memory	NOUN
cana-4833	178	9	and	and	CCONJ
cana-4833	178	10	processing	processing	NOUN
cana-4833	178	11	power	power	NOUN
cana-4833	178	12	are	be	AUX
cana-4833	178	13	needed	need	VERB
cana-4833	178	14	for	for	ADP
cana-4833	178	15	advanced	advanced	ADJ
cana-4833	178	16	machine	machine	NOUN
cana-4833	178	17	learning	learning	NOUN
cana-4833	178	18	models	model	NOUN
cana-4833	178	19	,	,	PUNCT
cana-4833	178	20	especially	especially	ADV
cana-4833	178	21	deep	deep	ADJ
cana-4833	178	22	learning	learning	NOUN
cana-4833	178	23	algorithms	algorithm	NOUN
cana-4833	178	24	.	.	PUNCT
cana-4833	179	1	to	to	PART
cana-4833	179	2	meet	meet	VERB
cana-4833	179	3	these	these	DET
cana-4833	179	4	expectations	expectation	NOUN
cana-4833	179	5	,	,	PUNCT
cana-4833	179	6	retailers	retailer	NOUN
cana-4833	179	7	must	must	AUX
cana-4833	179	8	make	make	VERB
cana-4833	179	9	investments	investment	NOUN
cana-4833	179	10	in	in	ADP
cana-4833	179	11	cloud	cloud	NOUN
cana-4833	179	12	-	-	PUNCT
cana-4833	179	13	based	base	VERB
cana-4833	179	14	solutions	solution	NOUN
cana-4833	179	15	or	or	CCONJ
cana-4833	179	16	high	high	ADJ
cana-4833	179	17	-	-	PUNCT
cana-4833	179	18	performance	performance	NOUN
cana-4833	179	19	computing	computing	NOUN
cana-4833	179	20	equipment	equipment	NOUN
cana-4833	179	21	.	.	PUNCT
cana-4833	180	1	•	•	NOUN
cana-4833	180	2	scalability	scalability	NOUN
cana-4833	180	3	:	:	PUNCT
cana-4833	180	4	ml	ml	NOUN
cana-4833	180	5	models	model	NOUN
cana-4833	180	6	need	need	VERB
cana-4833	180	7	to	to	PART
cana-4833	180	8	scale	scale	VERB
cana-4833	180	9	effectively	effectively	ADV
cana-4833	180	10	to	to	PART
cana-4833	180	11	sustain	sustain	VERB
cana-4833	180	12	performance	performance	NOUN
cana-4833	180	13	as	as	SCONJ
cana-4833	180	14	data	datum	NOUN
cana-4833	180	15	volumes	volume	NOUN
cana-4833	180	16	increase	increase	VERB
cana-4833	180	17	.	.	PUNCT
cana-4833	181	1	one	one	NUM
cana-4833	181	2	of	of	ADP
cana-4833	181	3	the	the	DET
cana-4833	181	4	biggest	big	ADJ
cana-4833	181	5	challenges	challenge	NOUN
cana-4833	181	6	is	be	AUX
cana-4833	181	7	making	make	VERB
cana-4833	181	8	sure	sure	ADJ
cana-4833	181	9	the	the	DET
cana-4833	181	10	infrastructure	infrastructure	NOUN
cana-4833	181	11	can	can	AUX
cana-4833	181	12	handle	handle	VERB
cana-4833	181	13	growing	grow	VERB
cana-4833	181	14	data	datum	NOUN
cana-4833	181	15	loads	load	NOUN
cana-4833	181	16	without	without	ADP
cana-4833	181	17	sacrificing	sacrifice	VERB
cana-4833	181	18	accuracy	accuracy	NOUN
cana-4833	181	19	or	or	CCONJ
cana-4833	181	20	speed	speed	NOUN
cana-4833	181	21	.	.	PUNCT
cana-4833	182	1	4.4	4.4	NUM
cana-4833	182	2	moral	moral	ADJ
cana-4833	182	3	points	point	NOUN
cana-4833	182	4	to	to	PART
cana-4833	182	5	remember	remember	VERB
cana-4833	182	6	ml	ml	NOUN
cana-4833	182	7	-	-	PUNCT
cana-4833	182	8	driven	drive	VERB
cana-4833	182	9	dynamic	dynamic	ADJ
cana-4833	182	10	pricing	pricing	NOUN
cana-4833	182	11	may	may	AUX
cana-4833	182	12	give	give	VERB
cana-4833	182	13	rise	rise	NOUN
cana-4833	182	14	to	to	ADP
cana-4833	182	15	moral	moral	ADJ
cana-4833	182	16	questions	question	NOUN
cana-4833	182	17	,	,	PUNCT
cana-4833	182	18	especially	especially	ADV
cana-4833	182	19	those	those	PRON
cana-4833	182	20	pertaining	pertain	VERB
cana-4833	182	21	to	to	ADP
cana-4833	182	22	justice	justice	NOUN
cana-4833	182	23	and	and	CCONJ
cana-4833	182	24	openness	openness	NOUN
cana-4833	182	25	:	:	PUNCT
cana-4833	182	26	•	•	NUM
cana-4833	182	27	price	price	NOUN
cana-4833	182	28	discrimination	discrimination	NOUN
cana-4833	182	29	:	:	PUNCT
cana-4833	182	30	if	if	SCONJ
cana-4833	182	31	customers	customer	NOUN
cana-4833	182	32	discover	discover	VERB
cana-4833	182	33	they	they	PRON
cana-4833	182	34	are	be	AUX
cana-4833	182	35	paying	pay	VERB
cana-4833	182	36	different	different	ADJ
cana-4833	182	37	rates	rate	NOUN
cana-4833	182	38	for	for	ADP
cana-4833	182	39	the	the	DET
cana-4833	182	40	same	same	ADJ
cana-4833	182	41	goods	good	NOUN
cana-4833	182	42	,	,	PUNCT
cana-4833	182	43	personalized	personalized	ADJ
cana-4833	182	44	pricing	pricing	NOUN
cana-4833	182	45	tactics	tactic	NOUN
cana-4833	182	46	may	may	AUX
cana-4833	182	47	give	give	VERB
cana-4833	182	48	rise	rise	NOUN
cana-4833	182	49	to	to	ADP
cana-4833	182	50	feelings	feeling	NOUN
cana-4833	182	51	of	of	ADP
cana-4833	182	52	unfairness	unfairness	NOUN
cana-4833	182	53	.	.	PUNCT
cana-4833	183	1	in	in	ADP
cana-4833	183	2	order	order	NOUN
cana-4833	183	3	to	to	PART
cana-4833	183	4	keep	keep	VERB
cana-4833	183	5	customers	customer	NOUN
cana-4833	183	6	'	'	PART
cana-4833	183	7	trust	trust	NOUN
cana-4833	183	8	,	,	PUNCT
cana-4833	183	9	pricing	pricing	NOUN
cana-4833	183	10	tactics	tactic	NOUN
cana-4833	183	11	must	must	AUX
cana-4833	183	12	be	be	AUX
cana-4833	183	13	seen	see	VERB
cana-4833	183	14	as	as	ADP
cana-4833	183	15	reasonable	reasonable	ADJ
cana-4833	183	16	and	and	CCONJ
cana-4833	183	17	fair	fair	ADJ
cana-4833	183	18	.	.	PUNCT
cana-4833	184	1	•	•	NUM
cana-4833	184	2	exploitation	exploitation	NOUN
cana-4833	184	3	of	of	ADP
cana-4833	184	4	vulnerable	vulnerable	ADJ
cana-4833	184	5	customers	customer	NOUN
cana-4833	184	6	:	:	PUNCT
cana-4833	184	7	by	by	ADP
cana-4833	184	8	charging	charge	VERB
cana-4833	184	9	higher	high	ADJ
cana-4833	184	10	costs	cost	NOUN
cana-4833	184	11	to	to	ADP
cana-4833	184	12	individuals	individual	NOUN
cana-4833	184	13	who	who	PRON
cana-4833	184	14	are	be	AUX
cana-4833	184	15	less	less	ADV
cana-4833	184	16	sensitive	sensitive	ADJ
cana-4833	184	17	to	to	ADP
cana-4833	184	18	price	price	NOUN
cana-4833	184	19	changes	change	NOUN
cana-4833	184	20	,	,	PUNCT
cana-4833	184	21	ml	ml	ADP
cana-4833	184	22	models	model	NOUN
cana-4833	184	23	run	run	VERB
cana-4833	184	24	the	the	DET
cana-4833	184	25	risk	risk	NOUN
cana-4833	184	26	of	of	ADP
cana-4833	184	27	exploiting	exploit	VERB
cana-4833	184	28	vulnerable	vulnerable	ADJ
cana-4833	184	29	customers	customer	NOUN
cana-4833	184	30	.	.	PUNCT
cana-4833	185	1	retailers	retailer	NOUN
cana-4833	185	2	must	must	AUX
cana-4833	185	3	put	put	VERB
cana-4833	185	4	safety	safety	NOUN
cana-4833	185	5	measures	measure	NOUN
cana-4833	185	6	in	in	ADP
cana-4833	185	7	place	place	NOUN
cana-4833	185	8	to	to	PART
cana-4833	185	9	stop	stop	VERB
cana-4833	185	10	these	these	DET
cana-4833	185	11	kinds	kind	NOUN
cana-4833	185	12	of	of	ADP
cana-4833	185	13	activities	activity	NOUN
cana-4833	185	14	.	.	PUNCT
cana-4833	186	1	•	•	NUM
cana-4833	186	2	transparency	transparency	NOUN
cana-4833	186	3	:	:	PUNCT
cana-4833	186	4	as	as	SCONJ
cana-4833	186	5	pricing	pricing	NOUN
cana-4833	186	6	tactics	tactic	NOUN
cana-4833	186	7	become	become	VERB
cana-4833	186	8	more	more	ADV
cana-4833	186	9	transparent	transparent	ADJ
cana-4833	186	10	,	,	PUNCT
cana-4833	186	11	authorities	authority	NOUN
cana-4833	186	12	and	and	CCONJ
cana-4833	186	13	customers	customer	NOUN
cana-4833	186	14	alike	alike	ADV
cana-4833	186	15	are	be	AUX
cana-4833	186	16	calling	call	VERB
cana-4833	186	17	for	for	ADP
cana-4833	186	18	them	they	PRON
cana-4833	186	19	.	.	PUNCT
cana-4833	187	1	to	to	PART
cana-4833	187	2	address	address	VERB
cana-4833	187	3	concerns	concern	NOUN
cana-4833	187	4	about	about	ADP
cana-4833	187	5	fairness	fairness	NOUN
cana-4833	187	6	and	and	CCONJ
cana-4833	187	7	manipulation	manipulation	NOUN
cana-4833	187	8	,	,	PUNCT
cana-4833	187	9	it	it	PRON
cana-4833	187	10	is	be	AUX
cana-4833	187	11	imperative	imperative	ADJ
cana-4833	187	12	to	to	PART
cana-4833	187	13	provide	provide	VERB
cana-4833	187	14	a	a	DET
cana-4833	187	15	clear	clear	ADJ
cana-4833	187	16	and	and	CCONJ
cana-4833	187	17	intelligible	intelligible	ADJ
cana-4833	187	18	explanation	explanation	NOUN
cana-4833	187	19	of	of	ADP
cana-4833	187	20	how	how	SCONJ
cana-4833	187	21	machine	machine	NOUN
cana-4833	187	22	learning	learn	VERB
cana-4833	187	23	algorithms	algorithm	NOUN
cana-4833	187	24	set	set	VERB
cana-4833	187	25	prices	price	NOUN
cana-4833	187	26	.	.	PUNCT
cana-4833	188	1	4.5	4.5	NUM
cana-4833	188	2	adherence	adherence	NOUN
cana-4833	188	3	to	to	ADP
cana-4833	188	4	regulations	regulation	NOUN
cana-4833	188	5	different	different	ADJ
cana-4833	188	6	markets	market	NOUN
cana-4833	188	7	and	and	CCONJ
cana-4833	188	8	locations	location	NOUN
cana-4833	188	9	may	may	AUX
cana-4833	188	10	have	have	VERB
cana-4833	188	11	different	different	ADJ
cana-4833	188	12	legislation	legislation	NOUN
cana-4833	188	13	that	that	PRON
cana-4833	188	14	online	online	ADJ
cana-4833	188	15	merchants	merchant	NOUN
cana-4833	188	16	need	need	VERB
cana-4833	188	17	to	to	PART
cana-4833	188	18	follow	follow	VERB
cana-4833	188	19	when	when	SCONJ
cana-4833	188	20	it	it	PRON
cana-4833	188	21	comes	come	VERB
cana-4833	188	22	to	to	ADP
cana-4833	188	23	pricing	pricing	NOUN
cana-4833	188	24	and	and	CCONJ
cana-4833	188	25	consumer	consumer	NOUN
cana-4833	188	26	protection	protection	NOUN
cana-4833	188	27	.	.	PUNCT
cana-4833	189	1	these	these	DET
cana-4833	189	2	regulations	regulation	NOUN
cana-4833	189	3	include	include	VERB
cana-4833	189	4	:	:	PUNCT
cana-4833	189	5	•	•	ADP
cana-4833	189	6	legal	legal	ADJ
cana-4833	189	7	restrictions	restriction	NOUN
cana-4833	189	8	:	:	PUNCT
cana-4833	189	9	laws	law	NOUN
cana-4833	189	10	pertaining	pertain	VERB
cana-4833	189	11	to	to	ADP
cana-4833	189	12	price	price	NOUN
cana-4833	189	13	discrimination	discrimination	NOUN
cana-4833	189	14	and	and	CCONJ
cana-4833	189	15	dynamic	dynamic	ADJ
cana-4833	189	16	pricing	pricing	NOUN
cana-4833	189	17	may	may	AUX
cana-4833	189	18	differ	differ	VERB
cana-4833	189	19	among	among	ADP
cana-4833	189	20	jurisdictions	jurisdiction	NOUN
cana-4833	189	21	.	.	PUNCT
cana-4833	190	1	to	to	PART
cana-4833	190	2	avoid	avoid	VERB
cana-4833	190	3	legal	legal	ADJ
cana-4833	190	4	ramifications	ramification	NOUN
cana-4833	190	5	,	,	PUNCT
cana-4833	190	6	retailers	retailer	NOUN
cana-4833	190	7	must	must	AUX
cana-4833	190	8	make	make	VERB
cana-4833	190	9	sure	sure	ADJ
cana-4833	190	10	that	that	SCONJ
cana-4833	190	11	their	their	PRON
cana-4833	190	12	pricing	pricing	NOUN
cana-4833	190	13	plans	plan	NOUN
cana-4833	190	14	adhere	adhere	VERB
cana-4833	190	15	to	to	ADP
cana-4833	190	16	all	all	DET
cana-4833	190	17	applicable	applicable	ADJ
cana-4833	190	18	requirements	requirement	NOUN
cana-4833	190	19	.	.	PUNCT
cana-4833	191	1	•	•	NUM
cana-4833	191	2	data	data	PROPN
cana-4833	191	3	privacy	privacy	NOUN
cana-4833	191	4	:	:	PUNCT
cana-4833	191	5	data	data	PROPN
cana-4833	191	6	privacy	privacy	NOUN
cana-4833	191	7	standards	standard	NOUN
cana-4833	191	8	,	,	PUNCT
cana-4833	191	9	such	such	ADJ
cana-4833	191	10	as	as	ADP
cana-4833	191	11	the	the	DET
cana-4833	191	12	general	general	ADJ
cana-4833	191	13	data	data	PROPN
cana-4833	191	14	protection	protection	NOUN
cana-4833	191	15	regulation	regulation	NOUN
cana-4833	191	16	(	(	PUNCT
cana-4833	191	17	gdpr	gdpr	NOUN
cana-4833	191	18	)	)	PUNCT
cana-4833	191	19	in	in	ADP
cana-4833	191	20	the	the	DET
cana-4833	191	21	european	european	PROPN
cana-4833	191	22	union	union	PROPN
cana-4833	191	23	,	,	PUNCT
cana-4833	191	24	must	must	AUX
cana-4833	191	25	be	be	AUX
cana-4833	191	26	complied	comply	VERB
cana-4833	191	27	with	with	ADP
cana-4833	191	28	when	when	SCONJ
cana-4833	191	29	using	use	VERB
cana-4833	191	30	client	client	NOUN
cana-4833	191	31	data	datum	NOUN
cana-4833	191	32	to	to	PART
cana-4833	191	33	train	train	VERB
cana-4833	191	34	machine	machine	NOUN
cana-4833	191	35	learning	learning	NOUN
cana-4833	191	36	models	model	NOUN
cana-4833	191	37	for	for	ADP
cana-4833	191	38	dynamic	dynamic	ADJ
cana-4833	191	39	pricing	pricing	NOUN
cana-4833	191	40	.	.	PUNCT
cana-4833	192	1	it	it	PRON
cana-4833	192	2	is	be	AUX
cana-4833	192	3	crucial	crucial	ADJ
cana-4833	192	4	to	to	PART
cana-4833	192	5	make	make	VERB
cana-4833	192	6	sure	sure	ADJ
cana-4833	192	7	that	that	SCONJ
cana-4833	192	8	data	datum	NOUN
cana-4833	192	9	is	be	AUX
cana-4833	192	10	gathered	gather	VERB
cana-4833	192	11	,	,	PUNCT
cana-4833	192	12	stored	store	VERB
cana-4833	192	13	,	,	PUNCT
cana-4833	192	14	and	and	CCONJ
cana-4833	192	15	processed	process	VERB
cana-4833	192	16	legally	legally	ADV
cana-4833	192	17	.	.	PUNCT
cana-4833	193	1	4.6	4.6	NUM
cana-4833	193	2	execution	execution	NOUN
cana-4833	193	3	and	and	CCONJ
cana-4833	193	4	upkeep	upkeep	NOUN
cana-4833	193	5	ml	ml	INTJ
cana-4833	193	6	for	for	ADP
cana-4833	193	7	dynamic	dynamic	ADJ
cana-4833	193	8	pricing	pricing	NOUN
cana-4833	193	9	implementation	implementation	NOUN
cana-4833	193	10	demands	demand	VERB
cana-4833	193	11	constant	constant	ADJ
cana-4833	193	12	work	work	NOUN
cana-4833	193	13	and	and	CCONJ
cana-4833	193	14	resources	resource	NOUN
cana-4833	193	15	to	to	PART
cana-4833	193	16	be	be	AUX
cana-4833	193	17	successful	successful	ADJ
cana-4833	193	18	:	:	PUNCT
cana-4833	193	19	•	•	NUM
cana-4833	193	20	expertise	expertise	NOUN
cana-4833	193	21	and	and	CCONJ
cana-4833	193	22	skills	skill	NOUN
cana-4833	193	23	:	:	PUNCT
cana-4833	193	24	data	data	NOUN
cana-4833	193	25	science	science	NOUN
cana-4833	193	26	,	,	PUNCT
cana-4833	193	27	machine	machine	NOUN
cana-4833	193	28	learning	learning	NOUN
cana-4833	193	29	,	,	PUNCT
cana-4833	193	30	and	and	CCONJ
cana-4833	193	31	software	software	NOUN
cana-4833	193	32	engineering	engineering	NOUN
cana-4833	193	33	expertise	expertise	NOUN
cana-4833	193	34	are	be	AUX
cana-4833	193	35	necessary	necessary	ADJ
cana-4833	193	36	for	for	ADP
cana-4833	193	37	creating	create	VERB
cana-4833	193	38	and	and	CCONJ
cana-4833	193	39	managing	manage	VERB
cana-4833	193	40	machine	machine	NOUN
cana-4833	193	41	learning	learning	NOUN
cana-4833	193	42	models	model	NOUN
cana-4833	193	43	.	.	PUNCT
cana-4833	194	1	gaining	gain	VERB
cana-4833	194	2	and	and	CCONJ
cana-4833	194	3	keeping	keep	VERB
cana-4833	194	4	the	the	DET
cana-4833	194	5	attention	attention	NOUN
cana-4833	194	6	of	of	ADP
cana-4833	194	7	qualified	qualified	ADJ
cana-4833	194	8	professionals	professional	NOUN
cana-4833	194	9	can	can	AUX
cana-4833	194	10	be	be	AUX
cana-4833	194	11	difficult	difficult	ADJ
cana-4833	194	12	.	.	PUNCT
cana-4833	195	1	communications	communication	NOUN
cana-4833	195	2	on	on	ADP
cana-4833	195	3	applied	apply	VERB
cana-4833	195	4	nonlinear	nonlinear	ADJ
cana-4833	195	5	analysis	analysis	NOUN
cana-4833	195	6	issn	issn	NOUN
cana-4833	195	7	:	:	PUNCT
cana-4833	195	8	1074	1074	NUM
cana-4833	195	9	-	-	PUNCT
cana-4833	195	10	133x	133x	NUM
cana-4833	195	11	vol	vol	VERB
cana-4833	195	12	32	32	NUM
cana-4833	195	13	no	no	NOUN
cana-4833	195	14	.	.	PUNCT
cana-4833	196	1	10s	10	NOUN
cana-4833	196	2	(	(	PUNCT
cana-4833	196	3	2025	2025	NUM
cana-4833	196	4	)	)	PUNCT
cana-4833	196	5	417	417	NUM
cana-4833	196	6	https://internationalpubls.com	https://internationalpubls.com	SYM
cana-4833	196	7	•	•	NOUN
cana-4833	196	8	continuous	continuous	ADJ
cana-4833	196	9	improvement	improvement	NOUN
cana-4833	196	10	:	:	PUNCT
cana-4833	196	11	to	to	PART
cana-4833	196	12	adjust	adjust	VERB
cana-4833	196	13	to	to	ADP
cana-4833	196	14	shifting	shift	VERB
cana-4833	196	15	customer	customer	NOUN
cana-4833	196	16	preferences	preference	NOUN
cana-4833	196	17	,	,	PUNCT
cana-4833	196	18	market	market	NOUN
cana-4833	196	19	dynamics	dynamic	NOUN
cana-4833	196	20	,	,	PUNCT
cana-4833	196	21	and	and	CCONJ
cana-4833	196	22	competitive	competitive	ADJ
cana-4833	196	23	moves	move	NOUN
cana-4833	196	24	,	,	PUNCT
cana-4833	196	25	machine	machine	NOUN
cana-4833	196	26	learning	learning	NOUN
cana-4833	196	27	models	model	NOUN
cana-4833	196	28	must	must	AUX
cana-4833	196	29	be	be	AUX
cana-4833	196	30	updated	update	VERB
cana-4833	196	31	and	and	CCONJ
cana-4833	196	32	retrained	retrain	VERB
cana-4833	196	33	on	on	ADP
cana-4833	196	34	a	a	DET
cana-4833	196	35	frequent	frequent	ADJ
cana-4833	196	36	basis	basis	NOUN
cana-4833	196	37	.	.	PUNCT
cana-4833	197	1	maintaining	maintain	VERB
cana-4833	197	2	the	the	DET
cana-4833	197	3	accuracy	accuracy	NOUN
cana-4833	197	4	and	and	CCONJ
cana-4833	197	5	efficacy	efficacy	NOUN
cana-4833	197	6	of	of	ADP
cana-4833	197	7	the	the	DET
cana-4833	197	8	model	model	NOUN
cana-4833	197	9	requires	require	VERB
cana-4833	197	10	ongoing	ongoing	ADJ
cana-4833	197	11	observation	observation	NOUN
cana-4833	197	12	and	and	CCONJ
cana-4833	197	13	development	development	NOUN
cana-4833	197	14	.	.	PUNCT
cana-4833	198	1	•	•	NUM
cana-4833	198	2	online	online	ADJ
cana-4833	198	3	retailers	retailer	NOUN
cana-4833	198	4	must	must	AUX
cana-4833	198	5	overcome	overcome	VERB
cana-4833	198	6	a	a	DET
cana-4833	198	7	number	number	NOUN
cana-4833	198	8	of	of	ADP
cana-4833	198	9	obstacles	obstacle	NOUN
cana-4833	198	10	when	when	SCONJ
cana-4833	198	11	implementing	implement	VERB
cana-4833	198	12	machine	machine	NOUN
cana-4833	198	13	learning	learning	NOUN
cana-4833	198	14	for	for	ADP
cana-4833	198	15	dynamic	dynamic	ADJ
cana-4833	198	16	pricing	pricing	NOUN
cana-4833	198	17	,	,	PUNCT
cana-4833	198	18	including	include	VERB
cana-4833	198	19	concerns	concern	NOUN
cana-4833	198	20	with	with	ADP
cana-4833	198	21	data	datum	NOUN
cana-4833	198	22	availability	availability	NOUN
cana-4833	198	23	and	and	CCONJ
cana-4833	198	24	quality	quality	NOUN
cana-4833	198	25	,	,	PUNCT
cana-4833	198	26	model	model	NOUN
cana-4833	198	27	complexity	complexity	NOUN
cana-4833	198	28	,	,	PUNCT
cana-4833	198	29	computational	computational	ADJ
cana-4833	198	30	resource	resource	NOUN
cana-4833	198	31	needs	need	NOUN
cana-4833	198	32	,	,	PUNCT
cana-4833	198	33	ethical	ethical	ADJ
cana-4833	198	34	considerations	consideration	NOUN
cana-4833	198	35	,	,	PUNCT
cana-4833	198	36	regulatory	regulatory	ADJ
cana-4833	198	37	compliance	compliance	NOUN
cana-4833	198	38	,	,	PUNCT
cana-4833	198	39	and	and	CCONJ
cana-4833	198	40	implementation	implementation	NOUN
cana-4833	198	41	and	and	CCONJ
cana-4833	198	42	maintenance	maintenance	NOUN
cana-4833	198	43	.	.	PUNCT
cana-4833	199	1	it	it	PRON
cana-4833	199	2	will	will	AUX
cana-4833	199	3	take	take	VERB
cana-4833	199	4	a	a	DET
cana-4833	199	5	combination	combination	NOUN
cana-4833	199	6	of	of	ADP
cana-4833	199	7	technological	technological	ADJ
cana-4833	199	8	investment	investment	NOUN
cana-4833	199	9	,	,	PUNCT
cana-4833	199	10	strategic	strategic	ADJ
cana-4833	199	11	planning	planning	NOUN
cana-4833	199	12	,	,	PUNCT
cana-4833	199	13	and	and	CCONJ
cana-4833	199	14	ethical	ethical	ADJ
cana-4833	199	15	considerations	consideration	NOUN
cana-4833	199	16	to	to	PART
cana-4833	199	17	overcome	overcome	VERB
cana-4833	199	18	these	these	DET
cana-4833	199	19	obstacles	obstacle	NOUN
cana-4833	199	20	.	.	PUNCT
cana-4833	200	1	notwithstanding	notwithstanding	ADP
cana-4833	200	2	these	these	DET
cana-4833	200	3	challenges	challenge	NOUN
cana-4833	200	4	,	,	PUNCT
cana-4833	200	5	online	online	ADJ
cana-4833	200	6	retailers	retailer	NOUN
cana-4833	200	7	looking	look	VERB
cana-4833	200	8	to	to	PART
cana-4833	200	9	enhance	enhance	VERB
cana-4833	200	10	their	their	PRON
cana-4833	200	11	pricing	pricing	NOUN
cana-4833	200	12	strategies	strategy	NOUN
cana-4833	200	13	in	in	ADP
cana-4833	200	14	a	a	DET
cana-4833	200	15	competitive	competitive	ADJ
cana-4833	200	16	and	and	CCONJ
cana-4833	200	17	dynamic	dynamic	ADJ
cana-4833	200	18	market	market	NOUN
cana-4833	200	19	will	will	AUX
cana-4833	200	20	find	find	VERB
cana-4833	200	21	ml	ml	NOUN
cana-4833	200	22	-	-	PUNCT
cana-4833	200	23	driven	drive	VERB
cana-4833	200	24	dynamic	dynamic	ADJ
cana-4833	200	25	pricing	pricing	NOUN
cana-4833	200	26	to	to	PART
cana-4833	200	27	be	be	AUX
cana-4833	200	28	an	an	DET
cana-4833	200	29	attractive	attractive	ADJ
cana-4833	200	30	approach	approach	NOUN
cana-4833	200	31	due	due	ADP
cana-4833	200	32	to	to	ADP
cana-4833	200	33	its	its	PRON
cana-4833	200	34	potential	potential	ADJ
cana-4833	200	35	benefits	benefit	NOUN
cana-4833	200	36	.	.	PUNCT
cana-4833	201	1	5	5	X
cana-4833	201	2	.	.	X
cana-4833	201	3	evolution	evolution	NOUN
cana-4833	201	4	and	and	CCONJ
cana-4833	201	5	upcoming	upcoming	ADJ
cana-4833	201	6	trends	trend	NOUN
cana-4833	201	7	machine	machine	NOUN
cana-4833	201	8	learning	learning	NOUN
cana-4833	201	9	(	(	PUNCT
cana-4833	201	10	ml)-driven	ml)-driven	ADJ
cana-4833	201	11	dynamic	dynamic	ADJ
cana-4833	201	12	pricing	pricing	NOUN
cana-4833	201	13	in	in	ADP
cana-4833	201	14	online	online	ADJ
cana-4833	201	15	retail	retail	NOUN
cana-4833	201	16	is	be	AUX
cana-4833	201	17	expected	expect	VERB
cana-4833	201	18	to	to	PART
cana-4833	201	19	undergo	undergo	VERB
cana-4833	201	20	major	major	ADJ
cana-4833	201	21	breakthroughs	breakthrough	NOUN
cana-4833	201	22	in	in	ADP
cana-4833	201	23	the	the	DET
cana-4833	201	24	near	near	ADJ
cana-4833	201	25	future	future	NOUN
cana-4833	201	26	.	.	PUNCT
cana-4833	202	1	pricing	pricing	NOUN
cana-4833	202	2	strategies	strategy	NOUN
cana-4833	202	3	will	will	AUX
cana-4833	202	4	continue	continue	VERB
cana-4833	202	5	to	to	PART
cana-4833	202	6	be	be	AUX
cana-4833	202	7	shaped	shape	VERB
cana-4833	202	8	and	and	CCONJ
cana-4833	202	9	improved	improve	VERB
cana-4833	202	10	by	by	ADP
cana-4833	202	11	new	new	ADJ
cana-4833	202	12	trends	trend	NOUN
cana-4833	202	13	and	and	CCONJ
cana-4833	202	14	technology	technology	NOUN
cana-4833	202	15	advancements	advancement	NOUN
cana-4833	202	16	.	.	PUNCT
cana-4833	203	1	the	the	DET
cana-4833	203	2	evolution	evolution	NOUN
cana-4833	203	3	of	of	ADP
cana-4833	203	4	ml	ml	ADV
cana-4833	203	5	-	-	PUNCT
cana-4833	203	6	driven	drive	VERB
cana-4833	203	7	dynamic	dynamic	ADJ
cana-4833	203	8	pricing	pricing	NOUN
cana-4833	203	9	is	be	AUX
cana-4833	203	10	examined	examine	VERB
cana-4833	203	11	in	in	ADP
cana-4833	203	12	this	this	DET
cana-4833	203	13	section	section	NOUN
cana-4833	203	14	along	along	ADP
cana-4833	203	15	with	with	ADP
cana-4833	203	16	projected	project	VERB
cana-4833	203	17	future	future	ADJ
cana-4833	203	18	trends	trend	NOUN
cana-4833	203	19	.	.	PUNCT
cana-4833	204	1	5.1	5.1	NUM
cana-4833	204	2	big	big	ADJ
cana-4833	204	3	data	datum	NOUN
cana-4833	204	4	and	and	CCONJ
cana-4833	204	5	ai	ai	PRON
cana-4833	204	6	integration	integration	NOUN
cana-4833	204	7	it	it	PRON
cana-4833	204	8	is	be	AUX
cana-4833	204	9	anticipated	anticipate	VERB
cana-4833	204	10	that	that	SCONJ
cana-4833	204	11	the	the	DET
cana-4833	204	12	combination	combination	NOUN
cana-4833	204	13	of	of	ADP
cana-4833	204	14	big	big	ADJ
cana-4833	204	15	data	datum	NOUN
cana-4833	204	16	analytics	analytic	NOUN
cana-4833	204	17	and	and	CCONJ
cana-4833	204	18	artificial	artificial	ADJ
cana-4833	204	19	intelligence	intelligence	NOUN
cana-4833	204	20	(	(	PUNCT
cana-4833	204	21	ai	ai	NOUN
cana-4833	204	22	)	)	PUNCT
cana-4833	204	23	will	will	AUX
cana-4833	204	24	further	far	ADV
cana-4833	204	25	transform	transform	VERB
cana-4833	204	26	dynamic	dynamic	ADJ
cana-4833	204	27	pricing	pricing	NOUN
cana-4833	204	28	:	:	PUNCT
cana-4833	204	29	•	•	NUM
cana-4833	204	30	advanced	advanced	ADJ
cana-4833	204	31	predictive	predictive	ADJ
cana-4833	204	32	analytics	analytic	NOUN
cana-4833	204	33	:	:	PUNCT
cana-4833	204	34	demand	demand	VERB
cana-4833	204	35	forecasting	forecasting	NOUN
cana-4833	204	36	and	and	CCONJ
cana-4833	204	37	price	price	NOUN
cana-4833	204	38	elasticity	elasticity	NOUN
cana-4833	204	39	assessment	assessment	NOUN
cana-4833	204	40	will	will	AUX
cana-4833	204	41	be	be	AUX
cana-4833	204	42	enhanced	enhance	VERB
cana-4833	204	43	by	by	ADP
cana-4833	204	44	ai	ai	ADJ
cana-4833	204	45	-	-	PUNCT
cana-4833	204	46	powered	power	VERB
cana-4833	204	47	predictive	predictive	ADJ
cana-4833	204	48	analytics	analytic	NOUN
cana-4833	204	49	,	,	PUNCT
cana-4833	204	50	allowing	allow	VERB
cana-4833	204	51	for	for	ADP
cana-4833	204	52	more	more	ADV
cana-4833	204	53	precise	precise	ADJ
cana-4833	204	54	and	and	CCONJ
cana-4833	204	55	adaptable	adaptable	ADJ
cana-4833	204	56	pricing	pricing	NOUN
cana-4833	204	57	strategies	strategy	NOUN
cana-4833	204	58	.	.	PUNCT
cana-4833	205	1	•	•	NUM
cana-4833	205	2	enhanced	enhance	VERB
cana-4833	205	3	data	datum	NOUN
cana-4833	205	4	utilization	utilization	NOUN
cana-4833	205	5	:	:	PUNCT
cana-4833	205	6	more	more	ADJ
cana-4833	205	7	insights	insight	NOUN
cana-4833	205	8	into	into	ADP
cana-4833	205	9	consumer	consumer	NOUN
cana-4833	205	10	behavior	behavior	NOUN
cana-4833	205	11	and	and	CCONJ
cana-4833	205	12	market	market	NOUN
cana-4833	205	13	trends	trend	NOUN
cana-4833	205	14	will	will	AUX
cana-4833	205	15	be	be	AUX
cana-4833	205	16	possible	possible	ADJ
cana-4833	205	17	thanks	thank	NOUN
cana-4833	205	18	to	to	ADP
cana-4833	205	19	the	the	DET
cana-4833	205	20	processing	processing	NOUN
cana-4833	205	21	and	and	CCONJ
cana-4833	205	22	analysis	analysis	NOUN
cana-4833	205	23	of	of	ADP
cana-4833	205	24	large	large	ADJ
cana-4833	205	25	datasets	dataset	NOUN
cana-4833	205	26	from	from	ADP
cana-4833	205	27	a	a	DET
cana-4833	205	28	variety	variety	NOUN
cana-4833	205	29	of	of	ADP
cana-4833	205	30	sources	source	NOUN
cana-4833	205	31	,	,	PUNCT
cana-4833	205	32	including	include	VERB
cana-4833	205	33	social	social	ADJ
cana-4833	205	34	media	medium	NOUN
cana-4833	205	35	,	,	PUNCT
cana-4833	205	36	iot	iot	PROPN
cana-4833	205	37	devices	device	NOUN
cana-4833	205	38	,	,	PUNCT
cana-4833	205	39	and	and	CCONJ
cana-4833	205	40	transaction	transaction	NOUN
cana-4833	205	41	records	record	NOUN
cana-4833	205	42	.	.	PUNCT
cana-4833	206	1	the	the	DET
cana-4833	206	2	complete	complete	ADJ
cana-4833	206	3	data	data	NOUN
cana-4833	206	4	use	use	NOUN
cana-4833	206	5	will	will	AUX
cana-4833	206	6	improve	improve	VERB
cana-4833	206	7	pricing	pricing	NOUN
cana-4833	206	8	models	model	NOUN
cana-4833	206	9	'	'	PART
cana-4833	206	10	accuracy	accuracy	NOUN
cana-4833	206	11	and	and	CCONJ
cana-4833	206	12	efficacy	efficacy	NOUN
cana-4833	206	13	.	.	PUNCT
cana-4833	207	1	5.2	5.2	NUM
cana-4833	207	2	systems	system	NOUN
cana-4833	207	3	of	of	ADP
cana-4833	207	4	autonomous	autonomous	ADJ
cana-4833	207	5	pricing	pricing	NOUN
cana-4833	207	6	developments	development	NOUN
cana-4833	207	7	in	in	ADP
cana-4833	207	8	ml	ml	ADV
cana-4833	207	9	and	and	CCONJ
cana-4833	207	10	ai	ai	VERB
cana-4833	207	11	may	may	AUX
cana-4833	207	12	result	result	VERB
cana-4833	207	13	in	in	ADP
cana-4833	207	14	the	the	DET
cana-4833	207	15	creation	creation	NOUN
cana-4833	207	16	of	of	ADP
cana-4833	207	17	completely	completely	ADV
cana-4833	207	18	autonomous	autonomous	ADJ
cana-4833	207	19	pricing	pricing	NOUN
cana-4833	207	20	systems	system	NOUN
cana-4833	207	21	:	:	PUNCT
cana-4833	207	22	•	•	NUM
cana-4833	207	23	real	real	ADJ
cana-4833	207	24	-	-	PUNCT
cana-4833	207	25	time	time	NOUN
cana-4833	207	26	decision	decision	NOUN
cana-4833	207	27	making	making	NOUN
cana-4833	207	28	:	:	PUNCT
cana-4833	207	29	autonomous	autonomous	ADJ
cana-4833	207	30	pricing	pricing	NOUN
cana-4833	207	31	systems	system	NOUN
cana-4833	207	32	,	,	PUNCT
cana-4833	207	33	which	which	PRON
cana-4833	207	34	are	be	AUX
cana-4833	207	35	constantly	constantly	ADV
cana-4833	207	36	learning	learn	VERB
cana-4833	207	37	and	and	CCONJ
cana-4833	207	38	adjusting	adjust	VERB
cana-4833	207	39	to	to	ADP
cana-4833	207	40	market	market	NOUN
cana-4833	207	41	fluctuations	fluctuation	NOUN
cana-4833	207	42	,	,	PUNCT
cana-4833	207	43	will	will	AUX
cana-4833	207	44	make	make	VERB
cana-4833	207	45	real	real	ADJ
cana-4833	207	46	-	-	PUNCT
cana-4833	207	47	time	time	NOUN
cana-4833	207	48	pricing	pricing	NOUN
cana-4833	207	49	decisions	decision	NOUN
cana-4833	207	50	with	with	ADP
cana-4833	207	51	the	the	DET
cana-4833	207	52	least	least	ADJ
cana-4833	207	53	amount	amount	NOUN
cana-4833	207	54	of	of	ADP
cana-4833	207	55	human	human	ADJ
cana-4833	207	56	involvement	involvement	NOUN
cana-4833	207	57	.	.	PUNCT
cana-4833	208	1	•	•	NUM
cana-4833	208	2	algorithms	algorithm	NOUN
cana-4833	208	3	that	that	PRON
cana-4833	208	4	learn	learn	VERB
cana-4833	208	5	on	on	ADP
cana-4833	208	6	their	their	PRON
cana-4833	208	7	own	own	ADJ
cana-4833	208	8	:	:	PUNCT
cana-4833	208	9	these	these	DET
cana-4833	208	10	systems	system	NOUN
cana-4833	208	11	will	will	AUX
cana-4833	208	12	use	use	VERB
cana-4833	208	13	algorithms	algorithm	NOUN
cana-4833	208	14	that	that	PRON
cana-4833	208	15	learn	learn	VERB
cana-4833	208	16	on	on	ADP
cana-4833	208	17	their	their	PRON
cana-4833	208	18	own	own	ADJ
cana-4833	208	19	,	,	PUNCT
cana-4833	208	20	automatically	automatically	ADV
cana-4833	208	21	combining	combine	VERB
cana-4833	208	22	fresh	fresh	ADJ
cana-4833	208	23	information	information	NOUN
cana-4833	208	24	and	and	CCONJ
cana-4833	208	25	user	user	NOUN
cana-4833	208	26	feedback	feedback	NOUN
cana-4833	208	27	to	to	PART
cana-4833	208	28	produce	produce	VERB
cana-4833	208	29	ever	ever	ADV
cana-4833	208	30	-	-	PUNCT
cana-4833	208	31	more	more	ADV
cana-4833	208	32	-	-	PUNCT
cana-4833	208	33	optimized	optimize	VERB
cana-4833	208	34	pricing	pricing	NOUN
cana-4833	208	35	schemes	scheme	NOUN
cana-4833	208	36	.	.	PUNCT
cana-4833	209	1	advanced	advanced	ADJ
cana-4833	209	2	algorithms	algorithm	NOUN
cana-4833	209	3	and	and	CCONJ
cana-4833	209	4	machine	machine	NOUN
cana-4833	209	5	learning	learning	NOUN
cana-4833	209	6	approaches	approach	NOUN
cana-4833	209	7	are	be	AUX
cana-4833	209	8	used	use	VERB
cana-4833	209	9	by	by	ADP
cana-4833	209	10	autonomous	autonomous	ADJ
cana-4833	209	11	pricing	pricing	NOUN
cana-4833	209	12	systems	system	NOUN
cana-4833	209	13	to	to	PART
cana-4833	209	14	determine	determine	VERB
cana-4833	209	15	prices	price	NOUN
cana-4833	209	16	dynamically	dynamically	ADV
cana-4833	209	17	and	and	CCONJ
cana-4833	209	18	automatically	automatically	ADV
cana-4833	209	19	based	base	VERB
cana-4833	209	20	on	on	ADP
cana-4833	209	21	real	real	ADJ
cana-4833	209	22	-	-	PUNCT
cana-4833	209	23	time	time	NOUN
cana-4833	209	24	data	datum	NOUN
cana-4833	209	25	.	.	PUNCT
cana-4833	210	1	these	these	DET
cana-4833	210	2	systems	system	NOUN
cana-4833	210	3	fall	fall	VERB
cana-4833	210	4	into	into	ADP
cana-4833	210	5	different	different	ADJ
cana-4833	210	6	categories	category	NOUN
cana-4833	210	7	according	accord	VERB
cana-4833	210	8	on	on	ADP
cana-4833	210	9	how	how	SCONJ
cana-4833	210	10	functional	functional	ADJ
cana-4833	210	11	and	and	CCONJ
cana-4833	210	12	complicated	complicated	ADJ
cana-4833	210	13	they	they	PRON
cana-4833	210	14	are	be	AUX
cana-4833	210	15	.	.	PUNCT
cana-4833	211	1	the	the	DET
cana-4833	211	2	ensuing	ensue	VERB
cana-4833	211	3	diagrams	diagram	NOUN
cana-4833	211	4	give	give	VERB
cana-4833	211	5	a	a	DET
cana-4833	211	6	summary	summary	NOUN
cana-4833	211	7	of	of	ADP
cana-4833	211	8	the	the	DET
cana-4833	211	9	various	various	ADJ
cana-4833	211	10	autonomous	autonomous	ADJ
cana-4833	211	11	pricing	pricing	NOUN
cana-4833	211	12	systems	system	NOUN
cana-4833	211	13	,	,	PUNCT
cana-4833	211	14	emphasizing	emphasize	VERB
cana-4833	211	15	their	their	PRON
cana-4833	211	16	traits	trait	NOUN
cana-4833	211	17	and	and	CCONJ
cana-4833	211	18	attributes	attribute	NOUN
cana-4833	211	19	.	.	PUNCT
cana-4833	212	1	communications	communication	NOUN
cana-4833	212	2	on	on	ADP
cana-4833	212	3	applied	apply	VERB
cana-4833	212	4	nonlinear	nonlinear	ADJ
cana-4833	212	5	analysis	analysis	NOUN
cana-4833	212	6	issn	issn	NOUN
cana-4833	212	7	:	:	PUNCT
cana-4833	212	8	1074	1074	NUM
cana-4833	212	9	-	-	PUNCT
cana-4833	212	10	133x	133x	NUM
cana-4833	212	11	vol	vol	VERB
cana-4833	212	12	32	32	NUM
cana-4833	212	13	no	no	NOUN
cana-4833	212	14	.	.	PUNCT
cana-4833	213	1	10s	10	NOUN
cana-4833	213	2	(	(	PUNCT
cana-4833	213	3	2025	2025	NUM
cana-4833	213	4	)	)	PUNCT
cana-4833	213	5	418	418	NUM
cana-4833	213	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	213	7	5.2.1	5.2.1	NUM
cana-4833	213	8	autonomous	autonomous	ADJ
cana-4833	213	9	pricing	pricing	NOUN
cana-4833	213	10	system	system	NOUN
cana-4833	213	11	types	type	NOUN
cana-4833	213	12	system	system	NOUN
cana-4833	213	13	type	type	NOUN
cana-4833	213	14	description	description	NOUN
cana-4833	213	15	key	key	NOUN
cana-4833	213	16	features	feature	NOUN
cana-4833	213	17	use	use	VERB
cana-4833	213	18	cases	case	NOUN
cana-4833	213	19	rule	rule	NOUN
cana-4833	213	20	-	-	PUNCT
cana-4833	213	21	based	base	VERB
cana-4833	213	22	systems	system	NOUN
cana-4833	213	23	prices	price	NOUN
cana-4833	213	24	are	be	AUX
cana-4833	213	25	determined	determine	VERB
cana-4833	213	26	by	by	ADP
cana-4833	213	27	predetermined	predetermine	VERB
cana-4833	213	28	guidelines	guideline	NOUN
cana-4833	213	29	and	and	CCONJ
cana-4833	213	30	requirements	requirement	NOUN
cana-4833	213	31	.	.	PUNCT
cana-4833	214	1	easy	easy	ADJ
cana-4833	214	2	to	to	PART
cana-4833	214	3	use	use	VERB
cana-4833	214	4	,	,	PUNCT
cana-4833	214	5	straightforward	straightforward	ADJ
cana-4833	214	6	,	,	PUNCT
cana-4833	214	7	and	and	CCONJ
cana-4833	214	8	less	less	ADV
cana-4833	214	9	adaptable	adaptable	ADJ
cana-4833	214	10	simple	simple	ADJ
cana-4833	214	11	price	price	NOUN
cana-4833	214	12	modifications	modification	NOUN
cana-4833	214	13	algorithmic	algorithmic	ADJ
cana-4833	214	14	pricing	pricing	NOUN
cana-4833	214	15	makes	make	VERB
cana-4833	214	16	pricing	pricing	NOUN
cana-4833	214	17	adjustments	adjustment	NOUN
cana-4833	214	18	using	use	VERB
cana-4833	214	19	algorithms	algorithm	NOUN
cana-4833	214	20	based	base	VERB
cana-4833	214	21	on	on	ADP
cana-4833	214	22	historical	historical	ADJ
cana-4833	214	23	data	datum	NOUN
cana-4833	214	24	.	.	PUNCT
cana-4833	215	1	more	more	ADV
cana-4833	215	2	flexible	flexible	ADJ
cana-4833	215	3	and	and	CCONJ
cana-4833	215	4	data	datum	NOUN
cana-4833	215	5	-	-	PUNCT
cana-4833	215	6	driven	drive	VERB
cana-4833	215	7	than	than	ADP
cana-4833	215	8	rulebased	rulebase	VERB
cana-4833	215	9	price	price	NOUN
cana-4833	215	10	that	that	PRON
cana-4833	215	11	changes	change	NOUN
cana-4833	215	12	based	base	VERB
cana-4833	215	13	on	on	ADP
cana-4833	215	14	trends	trend	NOUN
cana-4833	215	15	machine	machine	NOUN
cana-4833	215	16	learning	learning	NOUN
cana-4833	215	17	(	(	PUNCT
cana-4833	215	18	ml	ml	NOUN
cana-4833	215	19	)	)	PUNCT
cana-4833	215	20	pricing	pricing	NOUN
cana-4833	215	21	makes	make	VERB
cana-4833	215	22	use	use	NOUN
cana-4833	215	23	of	of	ADP
cana-4833	215	24	ml	ml	NOUN
cana-4833	215	25	models	model	NOUN
cana-4833	215	26	to	to	PART
cana-4833	215	27	forecast	forecast	VERB
cana-4833	215	28	and	and	CCONJ
cana-4833	215	29	modify	modify	VERB
cana-4833	215	30	prices	price	NOUN
cana-4833	215	31	.	.	PUNCT
cana-4833	216	1	self	self	NOUN
cana-4833	216	2	-	-	PUNCT
cana-4833	216	3	taught	teach	VERB
cana-4833	216	4	,	,	PUNCT
cana-4833	216	5	capable	capable	ADJ
cana-4833	216	6	of	of	ADP
cana-4833	216	7	handling	handle	VERB
cana-4833	216	8	difficult	difficult	ADJ
cana-4833	216	9	data	datum	NOUN
cana-4833	216	10	demand	demand	NOUN
cana-4833	216	11	forecasts	forecast	NOUN
cana-4833	216	12	and	and	CCONJ
cana-4833	216	13	tailored	tailor	VERB
cana-4833	216	14	pricing	pricing	NOUN
cana-4833	216	15	reinforcement	reinforcement	NOUN
cana-4833	216	16	learning	learning	NOUN
cana-4833	216	17	(	(	PUNCT
cana-4833	216	18	rl	rl	NOUN
cana-4833	216	19	)	)	PUNCT
cana-4833	216	20	pricing	pricing	NOUN
cana-4833	216	21	pricing	pricing	NOUN
cana-4833	216	22	is	be	AUX
cana-4833	216	23	optimized	optimize	VERB
cana-4833	216	24	by	by	ADP
cana-4833	216	25	feedback	feedback	NOUN
cana-4833	216	26	and	and	CCONJ
cana-4833	216	27	ongoing	ongoing	ADJ
cana-4833	216	28	learning	learning	NOUN
cana-4833	216	29	.	.	PUNCT
cana-4833	217	1	optimal	optimal	ADJ
cana-4833	217	2	,	,	PUNCT
cana-4833	217	3	flexible	flexible	ADJ
cana-4833	217	4	pricing	pricing	NOUN
cana-4833	217	5	throughout	throughout	ADP
cana-4833	217	6	time	time	NOUN
cana-4833	217	7	intricate	intricate	ADJ
cana-4833	217	8	markets	market	NOUN
cana-4833	217	9	with	with	ADP
cana-4833	217	10	dynamic	dynamic	ADJ
cana-4833	217	11	changes	change	NOUN
cana-4833	217	12	table	table	NOUN
cana-4833	217	13	1	1	NUM
cana-4833	217	14	:	:	PUNCT
cana-4833	217	15	autonomous	autonomous	ADJ
cana-4833	217	16	pricing	pricing	NOUN
cana-4833	217	17	system	system	NOUN
cana-4833	217	18	types	type	NOUN
cana-4833	217	19	following	follow	VERB
cana-4833	217	20	figure	figure	NOUN
cana-4833	217	21	4	4	NUM
cana-4833	217	22	represents	represent	VERB
cana-4833	217	23	flow	flow	NOUN
cana-4833	217	24	of	of	ADP
cana-4833	217	25	self	self	NOUN
cana-4833	217	26	-	-	PUNCT
cana-4833	217	27	governing	govern	VERB
cana-4833	217	28	pricing	pricing	NOUN
cana-4833	217	29	systems	system	NOUN
cana-4833	217	30	fig	fig	NOUN
cana-4833	217	31	4	4	NUM
cana-4833	217	32	:	:	PUNCT
cana-4833	217	33	flow	flow	NOUN
cana-4833	217	34	of	of	ADP
cana-4833	217	35	self	self	NOUN
cana-4833	217	36	-	-	PUNCT
cana-4833	217	37	governing	govern	VERB
cana-4833	217	38	pricing	pricing	NOUN
cana-4833	217	39	systems	system	NOUN
cana-4833	217	40	communications	communication	NOUN
cana-4833	217	41	on	on	ADP
cana-4833	217	42	applied	apply	VERB
cana-4833	217	43	nonlinear	nonlinear	ADJ
cana-4833	217	44	analysis	analysis	NOUN
cana-4833	217	45	issn	issn	NOUN
cana-4833	217	46	:	:	PUNCT
cana-4833	217	47	1074	1074	NUM
cana-4833	217	48	-	-	PUNCT
cana-4833	217	49	133x	133x	NUM
cana-4833	217	50	vol	vol	VERB
cana-4833	217	51	32	32	NUM
cana-4833	217	52	no	no	NOUN
cana-4833	217	53	.	.	PUNCT
cana-4833	217	54	10s	10	NOUN
cana-4833	217	55	(	(	PUNCT
cana-4833	217	56	2025	2025	NUM
cana-4833	217	57	)	)	PUNCT
cana-4833	217	58	419	419	NUM
cana-4833	218	1	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	218	2	comparison	comparison	NOUN
cana-4833	218	3	of	of	ADP
cana-4833	218	4	autonomous	autonomous	ADJ
cana-4833	218	5	pricing	pricing	NOUN
cana-4833	218	6	systems	system	NOUN
cana-4833	218	7	table	table	NOUN
cana-4833	218	8	2	2	NUM
cana-4833	218	9	:	:	PUNCT
cana-4833	218	10	comparison	comparison	NOUN
cana-4833	218	11	of	of	ADP
cana-4833	218	12	autonomous	autonomous	ADJ
cana-4833	218	13	pricing	pricing	NOUN
cana-4833	218	14	systems	system	NOUN
cana-4833	218	15	aspect	aspect	VERB
cana-4833	218	16	rule	rule	NOUN
cana-4833	218	17	-	-	PUNCT
cana-4833	218	18	based	base	VERB
cana-4833	218	19	systems	system	NOUN
cana-4833	218	20	algorithmic	algorithmic	ADJ
cana-4833	218	21	pricing	pricing	NOUN
cana-4833	218	22	ml	ml	ADP
cana-4833	218	23	pricing	pricing	NOUN
cana-4833	218	24	rl	rl	ADP
cana-4833	218	25	pricing	pricing	NOUN
cana-4833	218	26	complexity	complexity	NOUN
cana-4833	218	27	low	low	ADJ
cana-4833	218	28	medium	medium	ADJ
cana-4833	218	29	high	high	ADJ
cana-4833	218	30	high	high	ADJ
cana-4833	218	31	flexibility	flexibility	NOUN
cana-4833	218	32	low	low	ADJ
cana-4833	218	33	medium	medium	ADJ
cana-4833	218	34	high	high	ADJ
cana-4833	218	35	very	very	ADV
cana-4833	218	36	high	high	ADJ
cana-4833	218	37	data	data	NOUN
cana-4833	218	38	requirements	requirement	NOUN
cana-4833	218	39	minimal	minimal	VERB
cana-4833	218	40	moderate	moderate	ADJ
cana-4833	218	41	large	large	ADJ
cana-4833	218	42	and	and	CCONJ
cana-4833	218	43	diverse	diverse	ADJ
cana-4833	218	44	very	very	ADV
cana-4833	218	45	large	large	ADJ
cana-4833	218	46	and	and	CCONJ
cana-4833	218	47	diverse	diverse	ADJ
cana-4833	218	48	adaptability	adaptability	NOUN
cana-4833	218	49	limited	limit	VERB
cana-4833	218	50	moderate	moderate	ADJ
cana-4833	218	51	high	high	ADJ
cana-4833	218	52	very	very	ADV
cana-4833	218	53	high	high	ADJ
cana-4833	218	54	implementation	implementation	NOUN
cana-4833	218	55	cost	cost	NOUN
cana-4833	218	56	low	low	ADJ
cana-4833	218	57	medium	medium	ADJ
cana-4833	218	58	high	high	ADJ
cana-4833	218	59	high	high	ADJ
cana-4833	218	60	real	real	ADJ
cana-4833	218	61	-	-	PUNCT
cana-4833	218	62	time	time	NOUN
cana-4833	218	63	adjustment	adjustment	NOUN
cana-4833	218	64	limited	limit	VERB
cana-4833	218	65	moderate	moderate	ADJ
cana-4833	218	66	high	high	ADJ
cana-4833	218	67	very	very	ADV
cana-4833	218	68	high	high	ADJ
cana-4833	218	69	customer	customer	NOUN
cana-4833	218	70	personalization	personalization	NOUN
cana-4833	218	71	none	none	NOUN
cana-4833	218	72	limited	limit	VERB
cana-4833	218	73	high	high	ADJ
cana-4833	218	74	very	very	ADV
cana-4833	218	75	high	high	ADJ
cana-4833	218	76	learning	learning	NOUN
cana-4833	218	77	capability	capability	NOUN
cana-4833	218	78	none	none	NOUN
cana-4833	218	79	none	none	NOUN
cana-4833	219	1	yes	yes	INTJ
cana-4833	219	2	yes	yes	INTJ
cana-4833	219	3	simple	simple	ADJ
cana-4833	219	4	rule	rule	NOUN
cana-4833	219	5	-	-	PUNCT
cana-4833	219	6	based	base	VERB
cana-4833	219	7	systems	system	NOUN
cana-4833	219	8	to	to	ADP
cana-4833	219	9	sophisticated	sophisticated	ADJ
cana-4833	219	10	machine	machine	NOUN
cana-4833	219	11	learning	learning	NOUN
cana-4833	219	12	and	and	CCONJ
cana-4833	219	13	reinforcement	reinforcement	NOUN
cana-4833	219	14	learning	learning	NOUN
cana-4833	219	15	models	model	NOUN
cana-4833	219	16	are	be	AUX
cana-4833	219	17	examples	example	NOUN
cana-4833	219	18	of	of	ADP
cana-4833	219	19	autonomous	autonomous	ADJ
cana-4833	219	20	pricing	pricing	NOUN
cana-4833	219	21	systems	system	NOUN
cana-4833	219	22	.	.	PUNCT
cana-4833	220	1	every	every	DET
cana-4833	220	2	kind	kind	NOUN
cana-4833	220	3	has	have	VERB
cana-4833	220	4	unique	unique	ADJ
cana-4833	220	5	traits	trait	NOUN
cana-4833	220	6	,	,	PUNCT
cana-4833	220	7	levels	level	NOUN
cana-4833	220	8	of	of	ADP
cana-4833	220	9	complexity	complexity	NOUN
cana-4833	220	10	,	,	PUNCT
cana-4833	220	11	and	and	CCONJ
cana-4833	220	12	applications	application	NOUN
cana-4833	220	13	.	.	PUNCT
cana-4833	221	1	though	though	SCONJ
cana-4833	221	2	machine	machine	NOUN
cana-4833	221	3	learning	learning	NOUN
cana-4833	221	4	and	and	CCONJ
cana-4833	221	5	reinforcement	reinforcement	NOUN
cana-4833	221	6	learning	learning	NOUN
cana-4833	221	7	offer	offer	VERB
cana-4833	221	8	more	more	ADV
cana-4833	221	9	flexible	flexible	ADJ
cana-4833	221	10	and	and	CCONJ
cana-4833	221	11	adaptable	adaptable	ADJ
cana-4833	221	12	pricing	pricing	NOUN
cana-4833	221	13	solutions	solution	NOUN
cana-4833	221	14	,	,	PUNCT
cana-4833	221	15	rule	rule	NOUN
cana-4833	221	16	-	-	PUNCT
cana-4833	221	17	based	base	VERB
cana-4833	221	18	systems	system	NOUN
cana-4833	221	19	are	be	AUX
cana-4833	221	20	easier	easy	ADJ
cana-4833	221	21	.	.	PUNCT
cana-4833	222	1	the	the	DET
cana-4833	222	2	needs	need	NOUN
cana-4833	222	3	of	of	ADP
cana-4833	222	4	the	the	DET
cana-4833	222	5	company	company	NOUN
cana-4833	222	6	,	,	PUNCT
cana-4833	222	7	the	the	DET
cana-4833	222	8	availability	availability	NOUN
cana-4833	222	9	of	of	ADP
cana-4833	222	10	data	datum	NOUN
cana-4833	222	11	,	,	PUNCT
cana-4833	222	12	and	and	CCONJ
cana-4833	222	13	the	the	DET
cana-4833	222	14	desired	desire	VERB
cana-4833	222	15	level	level	NOUN
cana-4833	222	16	of	of	ADP
cana-4833	222	17	pricing	pricing	NOUN
cana-4833	222	18	sophistication	sophistication	NOUN
cana-4833	222	19	all	all	PRON
cana-4833	222	20	influence	influence	VERB
cana-4833	222	21	the	the	DET
cana-4833	222	22	system	system	NOUN
cana-4833	222	23	selection	selection	NOUN
cana-4833	222	24	.	.	PUNCT
cana-4833	223	1	organizations	organization	NOUN
cana-4833	223	2	can	can	AUX
cana-4833	223	3	balance	balance	VERB
cana-4833	223	4	complexity	complexity	NOUN
cana-4833	223	5	,	,	PUNCT
cana-4833	223	6	cost	cost	NOUN
cana-4833	223	7	,	,	PUNCT
cana-4833	223	8	and	and	CCONJ
cana-4833	223	9	effectiveness	effectiveness	NOUN
cana-4833	223	10	by	by	ADP
cana-4833	223	11	choosing	choose	VERB
cana-4833	223	12	the	the	DET
cana-4833	223	13	most	most	ADV
cana-4833	223	14	appropriate	appropriate	ADJ
cana-4833	223	15	approach	approach	NOUN
cana-4833	223	16	for	for	ADP
cana-4833	223	17	their	their	PRON
cana-4833	223	18	particular	particular	ADJ
cana-4833	223	19	environment	environment	NOUN
cana-4833	223	20	by	by	ADP
cana-4833	223	21	being	be	AUX
cana-4833	223	22	aware	aware	ADJ
cana-4833	223	23	of	of	ADP
cana-4833	223	24	the	the	DET
cana-4833	223	25	advantages	advantage	NOUN
cana-4833	223	26	and	and	CCONJ
cana-4833	223	27	disadvantages	disadvantage	NOUN
cana-4833	223	28	of	of	ADP
cana-4833	223	29	each	each	DET
cana-4833	223	30	form	form	NOUN
cana-4833	223	31	of	of	ADP
cana-4833	223	32	autonomous	autonomous	ADJ
cana-4833	223	33	pricing	pricing	NOUN
cana-4833	223	34	system	system	NOUN
cana-4833	223	35	.	.	PUNCT
cana-4833	224	1	5.3	5.3	NUM
cana-4833	224	2	just	just	ADV
cana-4833	224	3	and	and	CCONJ
cana-4833	224	4	ethical	ethical	ADJ
cana-4833	224	5	price	price	NOUN
cana-4833	224	6	algorithms	algorithm	NOUN
cana-4833	224	7	growing	grow	VERB
cana-4833	224	8	interest	interest	NOUN
cana-4833	224	9	has	have	AUX
cana-4833	224	10	been	be	AUX
cana-4833	224	11	shown	show	VERB
cana-4833	224	12	in	in	ADP
cana-4833	224	13	creating	create	VERB
cana-4833	224	14	algorithms	algorithm	NOUN
cana-4833	224	15	that	that	PRON
cana-4833	224	16	give	give	VERB
cana-4833	224	17	fairness	fairness	NOUN
cana-4833	224	18	and	and	CCONJ
cana-4833	224	19	ethical	ethical	ADJ
cana-4833	224	20	issues	issue	NOUN
cana-4833	224	21	top	top	VERB
cana-4833	224	22	priority	priority	NOUN
cana-4833	224	23	as	as	ADP
cana-4833	224	24	machine	machine	NOUN
cana-4833	224	25	learning	learning	NOUN
cana-4833	224	26	(	(	PUNCT
cana-4833	224	27	ml	ml	NOUN
cana-4833	224	28	)	)	PUNCT
cana-4833	224	29	in	in	ADP
cana-4833	224	30	pricing	pricing	NOUN
cana-4833	224	31	continues	continue	VERB
cana-4833	224	32	to	to	PART
cana-4833	224	33	advance	advance	VERB
cana-4833	224	34	:	:	PUNCT
cana-4833	225	1	•	•	NUM
cana-4833	225	2	fairness	fairness	NOUN
cana-4833	225	3	limitations	limitation	NOUN
cana-4833	225	4	:	:	PUNCT
cana-4833	225	5	to	to	PART
cana-4833	225	6	guarantee	guarantee	VERB
cana-4833	225	7	equal	equal	ADJ
cana-4833	225	8	pricing	pricing	NOUN
cana-4833	225	9	practices	practice	NOUN
cana-4833	225	10	,	,	PUNCT
cana-4833	225	11	future	future	ADJ
cana-4833	225	12	pricing	pricing	NOUN
cana-4833	225	13	models	model	NOUN
cana-4833	225	14	will	will	AUX
cana-4833	225	15	include	include	VERB
cana-4833	225	16	fairness	fairness	NOUN
cana-4833	225	17	limitations	limitation	NOUN
cana-4833	225	18	.	.	PUNCT
cana-4833	226	1	these	these	DET
cana-4833	226	2	restrictions	restriction	NOUN
cana-4833	226	3	will	will	AUX
cana-4833	226	4	stop	stop	VERB
cana-4833	226	5	pricing	price	VERB
cana-4833	226	6	discrimination	discrimination	NOUN
cana-4833	226	7	and	and	CCONJ
cana-4833	226	8	guarantee	guarantee	VERB
cana-4833	226	9	that	that	SCONJ
cana-4833	226	10	weaker	weak	ADJ
cana-4833	226	11	clients	client	NOUN
cana-4833	226	12	are	be	AUX
cana-4833	226	13	not	not	PART
cana-4833	226	14	taken	take	VERB
cana-4833	226	15	advantage	advantage	NOUN
cana-4833	226	16	of	of	ADP
cana-4833	226	17	.	.	PUNCT
cana-4833	227	1	•	•	NUM
cana-4833	227	2	explain	explain	VERB
cana-4833	227	3	ability	ability	NOUN
cana-4833	227	4	and	and	CCONJ
cana-4833	227	5	transparency	transparency	NOUN
cana-4833	227	6	:	:	PUNCT
cana-4833	227	7	as	as	SCONJ
cana-4833	227	8	explainable	explainable	ADJ
cana-4833	227	9	ai	ai	NOUN
cana-4833	227	10	(	(	PUNCT
cana-4833	227	11	xai	xai	PROPN
cana-4833	227	12	)	)	PUNCT
cana-4833	227	13	technology	technology	NOUN
cana-4833	227	14	develops	develop	VERB
cana-4833	227	15	,	,	PUNCT
cana-4833	227	16	pricing	pricing	NOUN
cana-4833	227	17	algorithms	algorithm	NOUN
cana-4833	227	18	will	will	AUX
cana-4833	227	19	become	become	VERB
cana-4833	227	20	easier	easy	ADJ
cana-4833	227	21	to	to	PART
cana-4833	227	22	comprehend	comprehend	VERB
cana-4833	227	23	and	and	CCONJ
cana-4833	227	24	more	more	ADV
cana-4833	227	25	transparent	transparent	ADJ
cana-4833	227	26	.	.	PUNCT
cana-4833	228	1	retailers	retailer	NOUN
cana-4833	228	2	will	will	AUX
cana-4833	228	3	be	be	AUX
cana-4833	228	4	in	in	ADP
cana-4833	228	5	a	a	DET
cana-4833	228	6	better	well	ADJ
cana-4833	228	7	communications	communication	NOUN
cana-4833	228	8	on	on	ADP
cana-4833	228	9	applied	apply	VERB
cana-4833	228	10	nonlinear	nonlinear	ADJ
cana-4833	228	11	analysis	analysis	NOUN
cana-4833	228	12	issn	issn	NOUN
cana-4833	228	13	:	:	PUNCT
cana-4833	228	14	1074	1074	NUM
cana-4833	228	15	-	-	PUNCT
cana-4833	228	16	133x	133x	NUM
cana-4833	228	17	vol	vol	VERB
cana-4833	228	18	32	32	NUM
cana-4833	228	19	no	no	NOUN
cana-4833	228	20	.	.	PUNCT
cana-4833	229	1	10s	10	NOUN
cana-4833	229	2	(	(	PUNCT
cana-4833	229	3	2025	2025	NUM
cana-4833	229	4	)	)	PUNCT
cana-4833	229	5	420	420	NUM
cana-4833	229	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	229	7	position	position	NOUN
cana-4833	229	8	to	to	PART
cana-4833	229	9	maintain	maintain	VERB
cana-4833	229	10	regulatory	regulatory	ADJ
cana-4833	229	11	compliance	compliance	NOUN
cana-4833	229	12	and	and	CCONJ
cana-4833	229	13	build	build	VERB
cana-4833	229	14	consumer	consumer	NOUN
cana-4833	229	15	trust	trust	NOUN
cana-4833	229	16	by	by	ADP
cana-4833	229	17	being	be	AUX
cana-4833	229	18	able	able	ADJ
cana-4833	229	19	to	to	PART
cana-4833	229	20	explain	explain	VERB
cana-4833	229	21	how	how	SCONJ
cana-4833	229	22	prices	price	NOUN
cana-4833	229	23	are	be	AUX
cana-4833	229	24	set	set	VERB
cana-4833	229	25	.	.	PUNCT
cana-4833	230	1	5.4	5.4	NUM
cana-4833	230	2	strategies	strategy	NOUN
cana-4833	230	3	for	for	ADP
cana-4833	230	4	cross	cross	ADJ
cana-4833	230	5	-	-	ADJ
cana-4833	230	6	channel	channel	ADJ
cana-4833	230	7	pricing	pricing	NOUN
cana-4833	230	8	as	as	ADP
cana-4833	230	9	more	more	ADJ
cana-4833	230	10	and	and	CCONJ
cana-4833	230	11	more	more	ADJ
cana-4833	230	12	sales	sale	NOUN
cana-4833	230	13	channels	channel	NOUN
cana-4833	230	14	,	,	PUNCT
cana-4833	230	15	such	such	ADJ
cana-4833	230	16	as	as	ADP
cana-4833	230	17	mobile	mobile	ADJ
cana-4833	230	18	applications	application	NOUN
cana-4833	230	19	,	,	PUNCT
cana-4833	230	20	websites	website	NOUN
cana-4833	230	21	,	,	PUNCT
cana-4833	230	22	and	and	CCONJ
cana-4833	230	23	physical	physical	ADJ
cana-4833	230	24	stores	store	NOUN
cana-4833	230	25	,	,	PUNCT
cana-4833	230	26	appear	appear	VERB
cana-4833	230	27	,	,	PUNCT
cana-4833	230	28	ml	ml	ADJ
cana-4833	230	29	-	-	PUNCT
cana-4833	230	30	driven	drive	VERB
cana-4833	230	31	dynamic	dynamic	ADJ
cana-4833	230	32	pricing	pricing	NOUN
cana-4833	230	33	will	will	AUX
cana-4833	230	34	have	have	VERB
cana-4833	230	35	to	to	PART
cana-4833	230	36	take	take	VERB
cana-4833	230	37	cross	cross	ADJ
cana-4833	230	38	-	-	ADJ
cana-4833	230	39	channel	channel	ADJ
cana-4833	230	40	interactions	interaction	NOUN
cana-4833	230	41	into	into	ADP
cana-4833	230	42	consideration	consideration	NOUN
cana-4833	230	43	.	.	PUNCT
cana-4833	231	1	•	•	NUM
cana-4833	231	2	retailers	retailer	NOUN
cana-4833	231	3	will	will	AUX
cana-4833	231	4	create	create	VERB
cana-4833	231	5	unified	unified	ADJ
cana-4833	231	6	pricing	pricing	NOUN
cana-4833	231	7	strategies	strategy	NOUN
cana-4833	231	8	to	to	PART
cana-4833	231	9	ensure	ensure	VERB
cana-4833	231	10	consistent	consistent	ADJ
cana-4833	231	11	and	and	CCONJ
cana-4833	231	12	optimal	optimal	ADJ
cana-4833	231	13	price	price	NOUN
cana-4833	231	14	experiences	experience	NOUN
cana-4833	231	15	by	by	ADP
cana-4833	231	16	taking	take	VERB
cana-4833	231	17	into	into	ADP
cana-4833	231	18	account	account	NOUN
cana-4833	231	19	customer	customer	NOUN
cana-4833	231	20	interactions	interaction	NOUN
cana-4833	231	21	across	across	ADP
cana-4833	231	22	various	various	ADJ
cana-4833	231	23	channels	channel	NOUN
cana-4833	231	24	.	.	PUNCT
cana-4833	232	1	•	•	NUM
cana-4833	232	2	omni	omni	ADJ
cana-4833	232	3	-	-	PUNCT
cana-4833	232	4	channel	channel	NOUN
cana-4833	232	5	data	datum	NOUN
cana-4833	232	6	integration	integration	NOUN
cana-4833	232	7	:	:	PUNCT
cana-4833	232	8	by	by	ADP
cana-4833	232	9	combining	combine	VERB
cana-4833	232	10	information	information	NOUN
cana-4833	232	11	from	from	ADP
cana-4833	232	12	various	various	ADJ
cana-4833	232	13	sales	sale	NOUN
cana-4833	232	14	channels	channel	NOUN
cana-4833	232	15	,	,	PUNCT
cana-4833	232	16	a	a	DET
cana-4833	232	17	comprehensive	comprehensive	ADJ
cana-4833	232	18	picture	picture	NOUN
cana-4833	232	19	of	of	ADP
cana-4833	232	20	consumer	consumer	NOUN
cana-4833	232	21	behavior	behavior	NOUN
cana-4833	232	22	and	and	CCONJ
cana-4833	232	23	preferences	preference	NOUN
cana-4833	232	24	may	may	AUX
cana-4833	232	25	be	be	AUX
cana-4833	232	26	obtained	obtain	VERB
cana-4833	232	27	,	,	PUNCT
cana-4833	232	28	allowing	allow	VERB
cana-4833	232	29	for	for	ADP
cana-4833	232	30	more	more	ADV
cana-4833	232	31	precise	precise	ADJ
cana-4833	232	32	and	and	CCONJ
cana-4833	232	33	customized	customized	ADJ
cana-4833	232	34	pricing	pricing	NOUN
cana-4833	232	35	decisions	decision	NOUN
cana-4833	232	36	.	.	PUNCT
cana-4833	233	1	5.5	5.5	NUM
cana-4833	233	2	customer	customer	NOUN
cana-4833	233	3	-	-	PUNCT
cana-4833	233	4	centric	centric	NOUN
cana-4833	233	5	and	and	CCONJ
cana-4833	233	6	personalized	personalized	ADJ
cana-4833	233	7	approaches	approach	NOUN
cana-4833	233	8	the	the	DET
cana-4833	233	9	development	development	NOUN
cana-4833	233	10	of	of	ADP
cana-4833	233	11	dynamic	dynamic	ADJ
cana-4833	233	12	pricing	pricing	NOUN
cana-4833	233	13	will	will	AUX
cana-4833	233	14	continue	continue	VERB
cana-4833	233	15	to	to	PART
cana-4833	233	16	place	place	VERB
cana-4833	233	17	a	a	DET
cana-4833	233	18	high	high	ADJ
cana-4833	233	19	priority	priority	NOUN
cana-4833	233	20	on	on	ADP
cana-4833	233	21	personalization	personalization	NOUN
cana-4833	233	22	:	:	PUNCT
cana-4833	233	23	•	•	NUM
cana-4833	233	24	hyper	hyper	NOUN
cana-4833	233	25	-	-	NOUN
cana-4833	233	26	personalization	personalization	NOUN
cana-4833	233	27	:	:	PUNCT
cana-4833	233	28	ai	ai	VERB
cana-4833	233	29	will	will	AUX
cana-4833	233	30	be	be	AUX
cana-4833	233	31	used	use	VERB
cana-4833	233	32	in	in	ADP
cana-4833	233	33	future	future	ADJ
cana-4833	233	34	pricing	pricing	NOUN
cana-4833	233	35	models	model	NOUN
cana-4833	233	36	to	to	PART
cana-4833	233	37	accomplish	accomplish	VERB
cana-4833	233	38	hyperpersonalization	hyperpersonalization	NOUN
cana-4833	233	39	,	,	PUNCT
cana-4833	233	40	which	which	PRON
cana-4833	233	41	will	will	AUX
cana-4833	233	42	involve	involve	VERB
cana-4833	233	43	customizing	customizing	NOUN
cana-4833	233	44	offers	offer	NOUN
cana-4833	233	45	and	and	CCONJ
cana-4833	233	46	rates	rate	NOUN
cana-4833	233	47	for	for	ADP
cana-4833	233	48	each	each	DET
cana-4833	233	49	individual	individual	ADJ
cana-4833	233	50	customer	customer	NOUN
cana-4833	233	51	based	base	VERB
cana-4833	233	52	on	on	ADP
cana-4833	233	53	their	their	PRON
cana-4833	233	54	specific	specific	ADJ
cana-4833	233	55	behavior	behavior	NOUN
cana-4833	233	56	,	,	PUNCT
cana-4833	233	57	interests	interest	NOUN
cana-4833	233	58	,	,	PUNCT
cana-4833	233	59	and	and	CCONJ
cana-4833	233	60	past	past	ADJ
cana-4833	233	61	purchases	purchase	NOUN
cana-4833	233	62	.	.	PUNCT
cana-4833	234	1	•	•	NUM
cana-4833	234	2	improved	improve	VERB
cana-4833	234	3	client	client	NOUN
cana-4833	234	4	segmentation	segmentation	NOUN
cana-4833	234	5	:	:	PUNCT
cana-4833	234	6	more	more	ADV
cana-4833	234	7	precise	precise	ADJ
cana-4833	234	8	client	client	NOUN
cana-4833	234	9	segmentation	segmentation	NOUN
cana-4833	234	10	will	will	AUX
cana-4833	234	11	be	be	AUX
cana-4833	234	12	made	make	VERB
cana-4833	234	13	possible	possible	ADJ
cana-4833	234	14	by	by	ADP
cana-4833	234	15	sophisticated	sophisticated	ADJ
cana-4833	234	16	clustering	clustering	ADJ
cana-4833	234	17	algorithms	algorithm	NOUN
cana-4833	234	18	and	and	CCONJ
cana-4833	234	19	unsupervised	unsupervised	ADJ
cana-4833	234	20	learning	learning	NOUN
cana-4833	234	21	approaches	approach	NOUN
cana-4833	234	22	,	,	PUNCT
cana-4833	234	23	which	which	PRON
cana-4833	234	24	will	will	AUX
cana-4833	234	25	result	result	VERB
cana-4833	234	26	in	in	ADP
cana-4833	234	27	more	more	ADV
cana-4833	234	28	focused	focused	ADJ
cana-4833	234	29	and	and	CCONJ
cana-4833	234	30	successful	successful	ADJ
cana-4833	234	31	pricing	pricing	NOUN
cana-4833	234	32	plans	plan	NOUN
cana-4833	234	33	.	.	PUNCT
cana-4833	235	1	5.6	5.6	NUM
cana-4833	235	2	supply	supply	NOUN
cana-4833	235	3	chain	chain	NOUN
cana-4833	235	4	and	and	CCONJ
cana-4833	235	5	logistics	logistic	NOUN
cana-4833	235	6	integration	integration	NOUN
cana-4833	235	7	dynamic	dynamic	ADJ
cana-4833	235	8	pricing	pricing	NOUN
cana-4833	235	9	combined	combine	VERB
cana-4833	235	10	with	with	ADP
cana-4833	235	11	supply	supply	NOUN
cana-4833	235	12	chain	chain	NOUN
cana-4833	235	13	and	and	CCONJ
cana-4833	235	14	logistics	logistic	NOUN
cana-4833	235	15	processes	process	NOUN
cana-4833	235	16	would	would	AUX
cana-4833	235	17	improve	improve	VERB
cana-4833	235	18	overall	overall	ADJ
cana-4833	235	19	responsiveness	responsiveness	NOUN
cana-4833	235	20	and	and	CCONJ
cana-4833	235	21	efficiency	efficiency	NOUN
cana-4833	235	22	:	:	PUNCT
cana-4833	235	23	•	•	NUM
cana-4833	235	24	supply	supply	NOUN
cana-4833	235	25	chain	chain	NOUN
cana-4833	235	26	optimization	optimization	NOUN
cana-4833	235	27	:	:	PUNCT
cana-4833	235	28	to	to	PART
cana-4833	235	29	optimize	optimize	VERB
cana-4833	235	30	inventory	inventory	NOUN
cana-4833	235	31	levels	level	NOUN
cana-4833	235	32	,	,	PUNCT
cana-4833	235	33	lower	low	ADJ
cana-4833	235	34	holding	hold	VERB
cana-4833	235	35	costs	cost	NOUN
cana-4833	235	36	,	,	PUNCT
cana-4833	235	37	and	and	CCONJ
cana-4833	235	38	enhance	enhance	VERB
cana-4833	235	39	order	order	NOUN
cana-4833	235	40	fulfillment	fulfillment	NOUN
cana-4833	235	41	procedures	procedure	NOUN
cana-4833	235	42	,	,	PUNCT
cana-4833	235	43	real	real	ADJ
cana-4833	235	44	-	-	PUNCT
cana-4833	235	45	time	time	NOUN
cana-4833	235	46	price	price	NOUN
cana-4833	235	47	data	datum	NOUN
cana-4833	235	48	will	will	AUX
cana-4833	235	49	be	be	AUX
cana-4833	235	50	connected	connect	VERB
cana-4833	235	51	with	with	ADP
cana-4833	235	52	supply	supply	NOUN
cana-4833	235	53	chain	chain	NOUN
cana-4833	235	54	management	management	NOUN
cana-4833	235	55	systems	system	NOUN
cana-4833	235	56	.	.	PUNCT
cana-4833	236	1	•	•	NUM
cana-4833	236	2	inventory	inventory	NOUN
cana-4833	236	3	management	management	NOUN
cana-4833	236	4	with	with	ADP
cana-4833	236	5	dynamic	dynamic	ADJ
cana-4833	236	6	pricing	pricing	NOUN
cana-4833	236	7	:	:	PUNCT
cana-4833	236	8	inventory	inventory	NOUN
cana-4833	236	9	management	management	NOUN
cana-4833	236	10	systems	system	NOUN
cana-4833	236	11	and	and	CCONJ
cana-4833	236	12	pricing	pricing	NOUN
cana-4833	236	13	models	model	NOUN
cana-4833	236	14	will	will	AUX
cana-4833	236	15	work	work	VERB
cana-4833	236	16	very	very	ADV
cana-4833	236	17	closely	closely	ADV
cana-4833	236	18	to	to	PART
cana-4833	236	19	provide	provide	VERB
cana-4833	236	20	dynamic	dynamic	ADJ
cana-4833	236	21	pricing	pricing	NOUN
cana-4833	236	22	based	base	VERB
cana-4833	236	23	on	on	ADP
cana-4833	236	24	expected	expect	VERB
cana-4833	236	25	demand	demand	NOUN
cana-4833	236	26	and	and	CCONJ
cana-4833	236	27	existing	exist	VERB
cana-4833	236	28	stock	stock	NOUN
cana-4833	236	29	levels	level	NOUN
cana-4833	236	30	.	.	PUNCT
cana-4833	237	1	5.7	5.7	NUM
cana-4833	237	2	adjustments	adjustment	NOUN
cana-4833	237	3	for	for	ADP
cana-4833	237	4	regulation	regulation	NOUN
cana-4833	237	5	and	and	CCONJ
cana-4833	237	6	compliance	compliance	NOUN
cana-4833	237	7	ml	ml	NOUN
cana-4833	237	8	-	-	PUNCT
cana-4833	237	9	driven	drive	VERB
cana-4833	237	10	pricing	pricing	NOUN
cana-4833	237	11	techniques	technique	NOUN
cana-4833	237	12	must	must	AUX
cana-4833	237	13	change	change	VERB
cana-4833	237	14	when	when	SCONJ
cana-4833	237	15	laws	law	NOUN
cana-4833	237	16	change	change	VERB
cana-4833	237	17	to	to	PART
cana-4833	237	18	meet	meet	VERB
cana-4833	237	19	new	new	ADJ
cana-4833	237	20	issues	issue	NOUN
cana-4833	237	21	with	with	ADP
cana-4833	237	22	data	datum	NOUN
cana-4833	237	23	privacy	privacy	NOUN
cana-4833	237	24	and	and	CCONJ
cana-4833	237	25	dynamic	dynamic	ADJ
cana-4833	237	26	pricing	pricing	NOUN
cana-4833	237	27	,	,	PUNCT
cana-4833	237	28	such	such	ADJ
cana-4833	237	29	as	as	ADP
cana-4833	237	30	:	:	PUNCT
cana-4833	237	31	•	•	NUM
cana-4833	237	32	future	future	ADJ
cana-4833	237	33	price	price	NOUN
cana-4833	237	34	models	model	NOUN
cana-4833	237	35	will	will	AUX
cana-4833	237	36	be	be	AUX
cana-4833	237	37	created	create	VERB
cana-4833	237	38	in	in	ADP
cana-4833	237	39	a	a	DET
cana-4833	237	40	way	way	NOUN
cana-4833	237	41	that	that	PRON
cana-4833	237	42	complies	comply	VERB
cana-4833	237	43	with	with	ADP
cana-4833	237	44	new	new	ADJ
cana-4833	237	45	laws	law	NOUN
cana-4833	237	46	pertaining	pertain	VERB
cana-4833	237	47	to	to	ADP
cana-4833	237	48	consumer	consumer	NOUN
cana-4833	237	49	protection	protection	NOUN
cana-4833	237	50	,	,	PUNCT
cana-4833	237	51	data	data	NOUN
cana-4833	237	52	privacy	privacy	NOUN
cana-4833	237	53	,	,	PUNCT
cana-4833	237	54	and	and	CCONJ
cana-4833	237	55	pricing	pricing	NOUN
cana-4833	237	56	transparency	transparency	NOUN
cana-4833	237	57	.	.	PUNCT
cana-4833	238	1	•	•	NUM
cana-4833	238	2	retailers	retailer	NOUN
cana-4833	238	3	will	will	AUX
cana-4833	238	4	implement	implement	VERB
cana-4833	238	5	ethical	ethical	ADJ
cana-4833	238	6	ai	ai	NOUN
cana-4833	238	7	procedures	procedure	NOUN
cana-4833	238	8	to	to	PART
cana-4833	238	9	make	make	VERB
cana-4833	238	10	sure	sure	ADJ
cana-4833	238	11	that	that	SCONJ
cana-4833	238	12	their	their	PRON
cana-4833	238	13	pricing	pricing	NOUN
cana-4833	238	14	algorithms	algorithm	NOUN
cana-4833	238	15	are	be	AUX
cana-4833	238	16	in	in	ADP
cana-4833	238	17	line	line	NOUN
cana-4833	238	18	with	with	ADP
cana-4833	238	19	social	social	ADJ
cana-4833	238	20	norms	norm	NOUN
cana-4833	238	21	and	and	CCONJ
cana-4833	238	22	values	value	NOUN
cana-4833	238	23	,	,	PUNCT
cana-4833	238	24	in	in	ADP
cana-4833	238	25	addition	addition	NOUN
cana-4833	238	26	to	to	ADP
cana-4833	238	27	being	be	AUX
cana-4833	238	28	compliant	compliant	ADJ
cana-4833	238	29	.	.	PUNCT
cana-4833	239	1	future	future	ADJ
cana-4833	239	2	machine	machine	NOUN
cana-4833	239	3	learning	learning	NOUN
cana-4833	239	4	-	-	PUNCT
cana-4833	239	5	driven	drive	VERB
cana-4833	239	6	dynamic	dynamic	ADJ
cana-4833	239	7	pricing	pricing	NOUN
cana-4833	239	8	in	in	ADP
cana-4833	239	9	online	online	ADJ
cana-4833	239	10	retail	retail	NOUN
cana-4833	239	11	will	will	AUX
cana-4833	239	12	be	be	AUX
cana-4833	239	13	defined	define	VERB
cana-4833	239	14	by	by	ADP
cana-4833	239	15	growing	grow	VERB
cana-4833	239	16	integration	integration	NOUN
cana-4833	239	17	with	with	ADP
cana-4833	239	18	ai	ai	ADP
cana-4833	239	19	and	and	CCONJ
cana-4833	239	20	big	big	ADJ
cana-4833	239	21	data	datum	NOUN
cana-4833	239	22	,	,	PUNCT
cana-4833	239	23	the	the	DET
cana-4833	239	24	rise	rise	NOUN
cana-4833	239	25	of	of	ADP
cana-4833	239	26	autonomous	autonomous	ADJ
cana-4833	239	27	pricing	pricing	NOUN
cana-4833	239	28	systems	system	NOUN
cana-4833	239	29	,	,	PUNCT
cana-4833	239	30	an	an	DET
cana-4833	239	31	emphasis	emphasis	NOUN
cana-4833	239	32	on	on	ADP
cana-4833	239	33	just	just	ADV
cana-4833	239	34	and	and	CCONJ
cana-4833	239	35	moral	moral	ADJ
cana-4833	239	36	pricing	pricing	NOUN
cana-4833	239	37	algorithms	algorithm	NOUN
cana-4833	239	38	,	,	PUNCT
cana-4833	239	39	and	and	CCONJ
cana-4833	239	40	the	the	DET
cana-4833	239	41	creation	creation	NOUN
cana-4833	239	42	of	of	ADP
cana-4833	239	43	cross	cross	ADJ
cana-4833	239	44	-	-	ADJ
cana-4833	239	45	channel	channel	ADJ
cana-4833	239	46	pricing	pricing	NOUN
cana-4833	239	47	strategies	strategy	NOUN
cana-4833	239	48	.	.	PUNCT
cana-4833	240	1	more	more	ADJ
cana-4833	240	2	individualized	individualized	ADJ
cana-4833	240	3	communications	communication	NOUN
cana-4833	240	4	on	on	ADP
cana-4833	240	5	applied	apply	VERB
cana-4833	240	6	nonlinear	nonlinear	ADJ
cana-4833	240	7	analysis	analysis	NOUN
cana-4833	240	8	issn	issn	NOUN
cana-4833	240	9	:	:	PUNCT
cana-4833	240	10	1074	1074	NUM
cana-4833	240	11	-	-	PUNCT
cana-4833	240	12	133x	133x	NUM
cana-4833	240	13	vol	vol	VERB
cana-4833	240	14	32	32	NUM
cana-4833	240	15	no	no	NOUN
cana-4833	240	16	.	.	PUNCT
cana-4833	241	1	10s	10	NOUN
cana-4833	241	2	(	(	PUNCT
cana-4833	241	3	2025	2025	NUM
cana-4833	241	4	)	)	PUNCT
cana-4833	241	5	421	421	NUM
cana-4833	241	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	241	7	pricing	pricing	NOUN
cana-4833	241	8	experiences	experience	NOUN
cana-4833	241	9	will	will	AUX
cana-4833	241	10	be	be	AUX
cana-4833	241	11	provided	provide	VERB
cana-4833	241	12	by	by	ADP
cana-4833	241	13	the	the	DET
cana-4833	241	14	further	further	ADJ
cana-4833	241	15	evolution	evolution	NOUN
cana-4833	241	16	of	of	ADP
cana-4833	241	17	personalization	personalization	NOUN
cana-4833	241	18	and	and	CCONJ
cana-4833	241	19	customer	customer	NOUN
cana-4833	241	20	-	-	PUNCT
cana-4833	241	21	centric	centric	ADJ
cana-4833	241	22	strategies	strategy	NOUN
cana-4833	241	23	.	.	PUNCT
cana-4833	242	1	while	while	SCONJ
cana-4833	242	2	adhering	adhere	VERB
cana-4833	242	3	to	to	ADP
cana-4833	242	4	new	new	ADJ
cana-4833	242	5	laws	law	NOUN
cana-4833	242	6	will	will	AUX
cana-4833	242	7	guarantee	guarantee	VERB
cana-4833	242	8	moral	moral	ADJ
cana-4833	242	9	and	and	CCONJ
cana-4833	242	10	open	open	ADJ
cana-4833	242	11	pricing	pricing	NOUN
cana-4833	242	12	practices	practice	NOUN
cana-4833	242	13	,	,	PUNCT
cana-4833	242	14	integration	integration	NOUN
cana-4833	242	15	with	with	ADP
cana-4833	242	16	the	the	DET
cana-4833	242	17	supply	supply	NOUN
cana-4833	242	18	chain	chain	NOUN
cana-4833	242	19	and	and	CCONJ
cana-4833	242	20	logistics	logistic	NOUN
cana-4833	242	21	will	will	AUX
cana-4833	242	22	improve	improve	VERB
cana-4833	242	23	overall	overall	ADJ
cana-4833	242	24	efficiency	efficiency	NOUN
cana-4833	242	25	.	.	PUNCT
cana-4833	243	1	these	these	DET
cana-4833	243	2	developments	development	NOUN
cana-4833	243	3	will	will	AUX
cana-4833	243	4	strengthen	strengthen	VERB
cana-4833	243	5	the	the	DET
cana-4833	243	6	position	position	NOUN
cana-4833	243	7	of	of	ADP
cana-4833	243	8	machine	machine	NOUN
cana-4833	243	9	learning	learning	NOUN
cana-4833	243	10	(	(	PUNCT
cana-4833	243	11	ml	ml	NOUN
cana-4833	243	12	)	)	PUNCT
cana-4833	243	13	in	in	ADP
cana-4833	243	14	dynamic	dynamic	ADJ
cana-4833	243	15	pricing	pricing	NOUN
cana-4833	243	16	strategy	strategy	NOUN
cana-4833	243	17	optimization	optimization	NOUN
cana-4833	243	18	,	,	PUNCT
cana-4833	243	19	helping	help	VERB
cana-4833	243	20	online	online	ADJ
cana-4833	243	21	retailers	retailer	NOUN
cana-4833	243	22	to	to	PART
cana-4833	243	23	successfully	successfully	ADV
cana-4833	243	24	negotiate	negotiate	VERB
cana-4833	243	25	the	the	DET
cana-4833	243	26	complexity	complexity	NOUN
cana-4833	243	27	of	of	ADP
cana-4833	243	28	contemporary	contemporary	ADJ
cana-4833	243	29	markets	market	NOUN
cana-4833	243	30	and	and	CCONJ
cana-4833	243	31	realize	realize	VERB
cana-4833	243	32	longterm	longterm	NOUN
cana-4833	243	33	profitability	profitability	NOUN
cana-4833	243	34	.	.	PUNCT
cana-4833	244	1	6	6	X
cana-4833	244	2	.	.	X
cana-4833	244	3	conclusion	conclusion	NOUN
cana-4833	244	4	online	online	ADJ
cana-4833	244	5	retailers	retailer	NOUN
cana-4833	244	6	may	may	AUX
cana-4833	244	7	now	now	ADV
cana-4833	244	8	enjoy	enjoy	VERB
cana-4833	244	9	better	well	ADJ
cana-4833	244	10	precision	precision	NOUN
cana-4833	244	11	,	,	PUNCT
cana-4833	244	12	real	real	ADJ
cana-4833	244	13	-	-	PUNCT
cana-4833	244	14	time	time	NOUN
cana-4833	244	15	adaption	adaption	NOUN
cana-4833	244	16	,	,	PUNCT
cana-4833	244	17	individualized	individualized	ADJ
cana-4833	244	18	pricing	pricing	NOUN
cana-4833	244	19	,	,	PUNCT
cana-4833	244	20	and	and	CCONJ
cana-4833	244	21	improved	improve	VERB
cana-4833	244	22	inventory	inventory	NOUN
cana-4833	244	23	management	management	NOUN
cana-4833	244	24	thanks	thank	NOUN
cana-4833	244	25	to	to	ADP
cana-4833	244	26	machine	machine	NOUN
cana-4833	244	27	learning	learning	NOUN
cana-4833	244	28	,	,	PUNCT
cana-4833	244	29	which	which	PRON
cana-4833	244	30	has	have	AUX
cana-4833	244	31	completely	completely	ADV
cana-4833	244	32	transformed	transform	VERB
cana-4833	244	33	dynamic	dynamic	ADJ
cana-4833	244	34	pricing	pricing	NOUN
cana-4833	244	35	.	.	PUNCT
cana-4833	245	1	nonetheless	nonetheless	ADV
cana-4833	245	2	,	,	PUNCT
cana-4833	245	3	there	there	PRON
cana-4833	245	4	are	be	VERB
cana-4833	245	5	still	still	ADV
cana-4833	245	6	issues	issue	NOUN
cana-4833	245	7	with	with	ADP
cana-4833	245	8	data	datum	NOUN
cana-4833	245	9	quality	quality	NOUN
cana-4833	245	10	,	,	PUNCT
cana-4833	245	11	model	model	NOUN
cana-4833	245	12	complexity	complexity	NOUN
cana-4833	245	13	,	,	PUNCT
cana-4833	245	14	morality	morality	NOUN
cana-4833	245	15	,	,	PUNCT
cana-4833	245	16	and	and	CCONJ
cana-4833	245	17	legal	legal	ADJ
cana-4833	245	18	compliance	compliance	NOUN
cana-4833	245	19	.	.	PUNCT
cana-4833	246	1	with	with	ADP
cana-4833	246	2	developments	development	NOUN
cana-4833	246	3	in	in	ADP
cana-4833	246	4	ai	ai	PROPN
cana-4833	246	5	,	,	PUNCT
cana-4833	246	6	big	big	ADJ
cana-4833	246	7	data	datum	NOUN
cana-4833	246	8	,	,	PUNCT
cana-4833	246	9	and	and	CCONJ
cana-4833	246	10	autonomous	autonomous	ADJ
cana-4833	246	11	systems	system	NOUN
cana-4833	246	12	,	,	PUNCT
cana-4833	246	13	as	as	ADV
cana-4833	246	14	well	well	ADV
cana-4833	246	15	as	as	ADP
cana-4833	246	16	an	an	DET
cana-4833	246	17	emphasis	emphasis	NOUN
cana-4833	246	18	on	on	ADP
cana-4833	246	19	just	just	ADV
cana-4833	246	20	and	and	CCONJ
cana-4833	246	21	moral	moral	ADJ
cana-4833	246	22	pricing	pricing	NOUN
cana-4833	246	23	procedures	procedure	NOUN
cana-4833	246	24	,	,	PUNCT
cana-4833	246	25	the	the	DET
cana-4833	246	26	future	future	NOUN
cana-4833	246	27	of	of	ADP
cana-4833	246	28	machine	machine	NOUN
cana-4833	246	29	learning	learning	NOUN
cana-4833	246	30	-	-	PUNCT
cana-4833	246	31	driven	drive	VERB
cana-4833	246	32	dynamic	dynamic	ADJ
cana-4833	246	33	pricing	pricing	NOUN
cana-4833	246	34	appears	appear	VERB
cana-4833	246	35	bright	bright	ADJ
cana-4833	246	36	.	.	PUNCT
cana-4833	247	1	in	in	ADP
cana-4833	247	2	order	order	NOUN
cana-4833	247	3	to	to	PART
cana-4833	247	4	efficiently	efficiently	ADV
cana-4833	247	5	and	and	CCONJ
cana-4833	247	6	sustainably	sustainably	ADV
cana-4833	247	7	optimize	optimize	VERB
cana-4833	247	8	their	their	PRON
cana-4833	247	9	pricing	pricing	NOUN
cana-4833	247	10	strategy	strategy	NOUN
cana-4833	247	11	,	,	PUNCT
cana-4833	247	12	online	online	ADJ
cana-4833	247	13	retailers	retailer	NOUN
cana-4833	247	14	need	need	VERB
cana-4833	247	15	to	to	PART
cana-4833	247	16	traverse	traverse	VERB
cana-4833	247	17	these	these	DET
cana-4833	247	18	shifts	shift	NOUN
cana-4833	247	19	.	.	PUNCT
cana-4833	248	1	for	for	ADP
cana-4833	248	2	online	online	ADJ
cana-4833	248	3	businesses	business	NOUN
cana-4833	248	4	,	,	PUNCT
cana-4833	248	5	the	the	DET
cana-4833	248	6	use	use	NOUN
cana-4833	248	7	of	of	ADP
cana-4833	248	8	machine	machine	NOUN
cana-4833	248	9	learning	learning	NOUN
cana-4833	248	10	in	in	ADP
cana-4833	248	11	dynamic	dynamic	ADJ
cana-4833	248	12	pricing	pricing	NOUN
cana-4833	248	13	is	be	AUX
cana-4833	248	14	a	a	DET
cana-4833	248	15	revolutionary	revolutionary	ADJ
cana-4833	248	16	advance	advance	NOUN
cana-4833	248	17	.	.	PUNCT
cana-4833	249	1	this	this	DET
cana-4833	249	2	thorough	thorough	ADJ
cana-4833	249	3	examination	examination	NOUN
cana-4833	249	4	of	of	ADP
cana-4833	249	5	the	the	DET
cana-4833	249	6	integration	integration	NOUN
cana-4833	249	7	's	's	PART
cana-4833	249	8	many	many	ADJ
cana-4833	249	9	facets	facet	NOUN
cana-4833	249	10	has	have	AUX
cana-4833	249	11	shown	show	VERB
cana-4833	249	12	how	how	SCONJ
cana-4833	249	13	machine	machine	NOUN
cana-4833	249	14	learning	learn	VERB
cana-4833	249	15	algorithms	algorithm	NOUN
cana-4833	249	16	which	which	PRON
cana-4833	249	17	include	include	VERB
cana-4833	249	18	supervised	supervised	ADJ
cana-4833	249	19	learning	learning	NOUN
cana-4833	249	20	,	,	PUNCT
cana-4833	249	21	unsupervised	unsupervised	ADJ
cana-4833	249	22	learning	learning	NOUN
cana-4833	249	23	,	,	PUNCT
cana-4833	249	24	and	and	CCONJ
cana-4833	249	25	reinforcement	reinforcement	NOUN
cana-4833	249	26	learning	learning	NOUN
cana-4833	249	27	allow	allow	VERB
cana-4833	249	28	for	for	ADP
cana-4833	249	29	more	more	ADV
cana-4833	249	30	accurate	accurate	ADJ
cana-4833	249	31	,	,	PUNCT
cana-4833	249	32	instantaneous	instantaneous	ADJ
cana-4833	249	33	,	,	PUNCT
cana-4833	249	34	and	and	CCONJ
cana-4833	249	35	customized	customized	ADJ
cana-4833	249	36	pricing	pricing	NOUN
cana-4833	249	37	techniques	technique	NOUN
cana-4833	249	38	.	.	PUNCT
cana-4833	250	1	price	price	NOUN
cana-4833	250	2	elasticity	elasticity	NOUN
cana-4833	250	3	estimation	estimation	NOUN
cana-4833	250	4	,	,	PUNCT
cana-4833	250	5	competitive	competitive	ADJ
cana-4833	250	6	pricing	pricing	NOUN
cana-4833	250	7	analysis	analysis	NOUN
cana-4833	250	8	,	,	PUNCT
cana-4833	250	9	and	and	CCONJ
cana-4833	250	10	demand	demand	NOUN
cana-4833	250	11	forecasting	forecasting	NOUN
cana-4833	250	12	have	have	AUX
cana-4833	250	13	all	all	PRON
cana-4833	250	14	been	be	AUX
cana-4833	250	15	improved	improve	VERB
cana-4833	250	16	by	by	ADP
cana-4833	250	17	machine	machine	NOUN
cana-4833	250	18	learning	learning	NOUN
cana-4833	250	19	,	,	PUNCT
cana-4833	250	20	which	which	PRON
cana-4833	250	21	has	have	AUX
cana-4833	250	22	completely	completely	ADV
cana-4833	250	23	changed	change	VERB
cana-4833	250	24	pricing	pricing	NOUN
cana-4833	250	25	precision	precision	NOUN
cana-4833	250	26	.	.	PUNCT
cana-4833	251	1	retailers	retailer	NOUN
cana-4833	251	2	may	may	AUX
cana-4833	251	3	react	react	VERB
cana-4833	251	4	quickly	quickly	ADV
cana-4833	251	5	to	to	ADP
cana-4833	251	6	changes	change	NOUN
cana-4833	251	7	in	in	ADP
cana-4833	251	8	the	the	DET
cana-4833	251	9	market	market	NOUN
cana-4833	251	10	by	by	ADP
cana-4833	251	11	utilizing	utilize	VERB
cana-4833	251	12	ml	ml	NOUN
cana-4833	251	13	algorithms	algorithm	NOUN
cana-4833	251	14	to	to	PART
cana-4833	251	15	enable	enable	VERB
cana-4833	251	16	real	real	ADJ
cana-4833	251	17	-	-	PUNCT
cana-4833	251	18	time	time	NOUN
cana-4833	251	19	adaptation	adaptation	NOUN
cana-4833	251	20	,	,	PUNCT
cana-4833	251	21	which	which	PRON
cana-4833	251	22	results	result	VERB
cana-4833	251	23	in	in	ADP
cana-4833	251	24	the	the	DET
cana-4833	251	25	best	good	ADJ
cana-4833	251	26	possible	possible	ADJ
cana-4833	251	27	price	price	NOUN
cana-4833	251	28	modifications	modification	NOUN
cana-4833	251	29	.	.	PUNCT
cana-4833	252	1	enhanced	enhance	VERB
cana-4833	252	2	customer	customer	NOUN
cana-4833	252	3	happiness	happiness	NOUN
cana-4833	252	4	and	and	CCONJ
cana-4833	252	5	loyalty	loyalty	NOUN
cana-4833	252	6	are	be	AUX
cana-4833	252	7	facilitated	facilitate	VERB
cana-4833	252	8	by	by	ADP
cana-4833	252	9	personalized	personalized	ADJ
cana-4833	252	10	pricing	pricing	NOUN
cana-4833	252	11	,	,	PUNCT
cana-4833	252	12	which	which	PRON
cana-4833	252	13	is	be	AUX
cana-4833	252	14	fueled	fuel	VERB
cana-4833	252	15	by	by	ADP
cana-4833	252	16	advanced	advanced	ADJ
cana-4833	252	17	consumer	consumer	NOUN
cana-4833	252	18	segmentation	segmentation	NOUN
cana-4833	252	19	and	and	CCONJ
cana-4833	252	20	recommendation	recommendation	NOUN
cana-4833	252	21	systems	system	NOUN
cana-4833	252	22	.	.	PUNCT
cana-4833	253	1	meanwhile	meanwhile	ADV
cana-4833	253	2	,	,	PUNCT
cana-4833	253	3	improved	improve	VERB
cana-4833	253	4	inventory	inventory	NOUN
cana-4833	253	5	management	management	NOUN
cana-4833	253	6	minimizes	minimize	VERB
cana-4833	253	7	expenses	expense	NOUN
cana-4833	253	8	and	and	CCONJ
cana-4833	253	9	maximizes	maximize	VERB
cana-4833	253	10	stock	stock	NOUN
cana-4833	253	11	levels	level	NOUN
cana-4833	253	12	.	.	PUNCT
cana-4833	254	1	but	but	CCONJ
cana-4833	254	2	there	there	PRON
cana-4833	254	3	are	be	VERB
cana-4833	254	4	difficulties	difficulty	NOUN
cana-4833	254	5	in	in	ADP
cana-4833	254	6	putting	put	VERB
cana-4833	254	7	machine	machine	NOUN
cana-4833	254	8	learning	learning	NOUN
cana-4833	254	9	into	into	ADP
cana-4833	254	10	practice	practice	NOUN
cana-4833	254	11	for	for	ADP
cana-4833	254	12	dynamic	dynamic	ADJ
cana-4833	254	13	pricing	pricing	NOUN
cana-4833	254	14	.	.	PUNCT
cana-4833	255	1	careful	careful	ADJ
cana-4833	255	2	management	management	NOUN
cana-4833	255	3	is	be	AUX
cana-4833	255	4	required	require	VERB
cana-4833	255	5	when	when	SCONJ
cana-4833	255	6	it	it	PRON
cana-4833	255	7	comes	come	VERB
cana-4833	255	8	to	to	ADP
cana-4833	255	9	issues	issue	NOUN
cana-4833	255	10	with	with	ADP
cana-4833	255	11	data	datum	NOUN
cana-4833	255	12	availability	availability	NOUN
cana-4833	255	13	and	and	CCONJ
cana-4833	255	14	quality	quality	NOUN
cana-4833	255	15	,	,	PUNCT
cana-4833	255	16	model	model	NOUN
cana-4833	255	17	complexity	complexity	NOUN
cana-4833	255	18	,	,	PUNCT
cana-4833	255	19	computing	compute	VERB
cana-4833	255	20	resources	resource	NOUN
cana-4833	255	21	,	,	PUNCT
cana-4833	255	22	ethical	ethical	ADJ
cana-4833	255	23	issues	issue	NOUN
cana-4833	255	24	,	,	PUNCT
cana-4833	255	25	regulatory	regulatory	ADJ
cana-4833	255	26	compliance	compliance	NOUN
cana-4833	255	27	,	,	PUNCT
cana-4833	255	28	and	and	CCONJ
cana-4833	255	29	the	the	DET
cana-4833	255	30	constant	constant	ADJ
cana-4833	255	31	need	need	NOUN
cana-4833	255	32	for	for	ADP
cana-4833	255	33	maintenance	maintenance	NOUN
cana-4833	255	34	and	and	CCONJ
cana-4833	255	35	expertise	expertise	NOUN
cana-4833	255	36	.	.	PUNCT
cana-4833	256	1	a	a	DET
cana-4833	256	2	comprehensive	comprehensive	ADJ
cana-4833	256	3	approach	approach	NOUN
cana-4833	256	4	that	that	PRON
cana-4833	256	5	incorporates	incorporate	VERB
cana-4833	256	6	technical	technical	ADJ
cana-4833	256	7	investment	investment	NOUN
cana-4833	256	8	,	,	PUNCT
cana-4833	256	9	ethical	ethical	ADJ
cana-4833	256	10	considerations	consideration	NOUN
cana-4833	256	11	,	,	PUNCT
cana-4833	256	12	and	and	CCONJ
cana-4833	256	13	regulatory	regulatory	ADJ
cana-4833	256	14	framework	framework	NOUN
cana-4833	256	15	adherence	adherence	NOUN
cana-4833	256	16	is	be	AUX
cana-4833	256	17	necessary	necessary	ADJ
cana-4833	256	18	to	to	PART
cana-4833	256	19	address	address	VERB
cana-4833	256	20	these	these	DET
cana-4833	256	21	difficulties	difficulty	NOUN
cana-4833	256	22	.	.	PUNCT
cana-4833	257	1	future	future	ADJ
cana-4833	257	2	developments	development	NOUN
cana-4833	257	3	in	in	ADP
cana-4833	257	4	the	the	DET
cana-4833	257	5	field	field	NOUN
cana-4833	257	6	of	of	ADP
cana-4833	257	7	dynamic	dynamic	ADJ
cana-4833	257	8	pricing	pricing	NOUN
cana-4833	257	9	include	include	VERB
cana-4833	257	10	the	the	DET
cana-4833	257	11	blending	blending	NOUN
cana-4833	257	12	of	of	ADP
cana-4833	257	13	ai	ai	NOUN
cana-4833	257	14	and	and	CCONJ
cana-4833	257	15	big	big	ADJ
cana-4833	257	16	data	datum	NOUN
cana-4833	257	17	,	,	PUNCT
cana-4833	257	18	the	the	DET
cana-4833	257	19	creation	creation	NOUN
cana-4833	257	20	of	of	ADP
cana-4833	257	21	self	self	NOUN
cana-4833	257	22	-	-	PUNCT
cana-4833	257	23	governing	govern	VERB
cana-4833	257	24	pricing	pricing	NOUN
cana-4833	257	25	systems	system	NOUN
cana-4833	257	26	,	,	PUNCT
cana-4833	257	27	and	and	CCONJ
cana-4833	257	28	the	the	DET
cana-4833	257	29	prioritization	prioritization	NOUN
cana-4833	257	30	of	of	ADP
cana-4833	257	31	just	just	ADV
cana-4833	257	32	and	and	CCONJ
cana-4833	257	33	moral	moral	ADJ
cana-4833	257	34	pricing	pricing	NOUN
cana-4833	257	35	algorithms	algorithm	NOUN
cana-4833	257	36	.	.	PUNCT
cana-4833	258	1	more	more	ADV
cana-4833	258	2	complex	complex	ADJ
cana-4833	258	3	and	and	CCONJ
cana-4833	258	4	comprehensive	comprehensive	ADJ
cana-4833	258	5	methods	method	NOUN
cana-4833	258	6	will	will	AUX
cana-4833	258	7	be	be	AUX
cana-4833	258	8	driven	drive	VERB
cana-4833	258	9	by	by	ADP
cana-4833	258	10	cross	cross	ADJ
cana-4833	258	11	-	-	ADJ
cana-4833	258	12	channel	channel	ADJ
cana-4833	258	13	pricing	pricing	NOUN
cana-4833	258	14	strategies	strategy	NOUN
cana-4833	258	15	,	,	PUNCT
cana-4833	258	16	hyper	hyper	NOUN
cana-4833	258	17	-	-	NOUN
cana-4833	258	18	personalization	personalization	NOUN
cana-4833	258	19	,	,	PUNCT
cana-4833	258	20	and	and	CCONJ
cana-4833	258	21	integration	integration	NOUN
cana-4833	258	22	with	with	ADP
cana-4833	258	23	supply	supply	NOUN
cana-4833	258	24	chain	chain	NOUN
cana-4833	258	25	and	and	CCONJ
cana-4833	258	26	logistics	logistic	NOUN
cana-4833	258	27	.	.	PUNCT
cana-4833	259	1	sustaining	sustain	VERB
cana-4833	259	2	customer	customer	NOUN
cana-4833	259	3	trust	trust	NOUN
cana-4833	259	4	and	and	CCONJ
cana-4833	259	5	guaranteeing	guarantee	VERB
cana-4833	259	6	compliance	compliance	NOUN
cana-4833	259	7	will	will	AUX
cana-4833	259	8	require	require	VERB
cana-4833	259	9	adjusting	adjust	VERB
cana-4833	259	10	to	to	ADP
cana-4833	259	11	changing	change	VERB
cana-4833	259	12	legislation	legislation	NOUN
cana-4833	259	13	and	and	CCONJ
cana-4833	259	14	upholding	uphold	VERB
cana-4833	259	15	openness	openness	NOUN
cana-4833	259	16	.	.	PUNCT
cana-4833	260	1	machine	machine	NOUN
cana-4833	260	2	learning	learning	NOUN
cana-4833	260	3	-	-	PUNCT
cana-4833	260	4	driven	drive	VERB
cana-4833	260	5	dynamic	dynamic	ADJ
cana-4833	260	6	pricing	pricing	NOUN
cana-4833	260	7	is	be	AUX
cana-4833	260	8	expected	expect	VERB
cana-4833	260	9	to	to	PART
cana-4833	260	10	develop	develop	VERB
cana-4833	260	11	further	far	ADV
cana-4833	260	12	and	and	CCONJ
cana-4833	260	13	provide	provide	VERB
cana-4833	260	14	online	online	ADJ
cana-4833	260	15	retailers	retailer	NOUN
cana-4833	260	16	with	with	ADP
cana-4833	260	17	strong	strong	ADJ
cana-4833	260	18	instruments	instrument	NOUN
cana-4833	260	19	to	to	PART
cana-4833	260	20	handle	handle	VERB
cana-4833	260	21	the	the	DET
cana-4833	260	22	intricacies	intricacy	NOUN
cana-4833	260	23	of	of	ADP
cana-4833	260	24	contemporary	contemporary	ADJ
cana-4833	260	25	marketplaces	marketplace	NOUN
cana-4833	260	26	.	.	PUNCT
cana-4833	261	1	retailers	retailer	NOUN
cana-4833	261	2	may	may	AUX
cana-4833	261	3	reach	reach	VERB
cana-4833	261	4	sustainable	sustainable	ADJ
cana-4833	261	5	growth	growth	NOUN
cana-4833	261	6	,	,	PUNCT
cana-4833	261	7	improve	improve	VERB
cana-4833	261	8	consumer	consumer	NOUN
cana-4833	261	9	experiences	experience	NOUN
cana-4833	261	10	,	,	PUNCT
cana-4833	261	11	and	and	CCONJ
cana-4833	261	12	optimize	optimize	VERB
cana-4833	261	13	pricing	pricing	NOUN
cana-4833	261	14	strategies	strategy	NOUN
cana-4833	261	15	by	by	ADP
cana-4833	261	16	utilizing	utilize	VERB
cana-4833	261	17	advanced	advanced	ADJ
cana-4833	261	18	algorithms	algorithm	NOUN
cana-4833	261	19	and	and	CCONJ
cana-4833	261	20	resolving	resolve	VERB
cana-4833	261	21	implementation	implementation	NOUN
cana-4833	261	22	issues	issue	NOUN
cana-4833	261	23	.	.	PUNCT
cana-4833	262	1	future	future	ADJ
cana-4833	262	2	dynamic	dynamic	ADJ
cana-4833	262	3	pricing	pricing	NOUN
cana-4833	262	4	will	will	AUX
cana-4833	262	5	surely	surely	ADV
cana-4833	262	6	bring	bring	VERB
cana-4833	262	7	even	even	ADV
cana-4833	262	8	more	more	ADJ
cana-4833	262	9	innovations	innovation	NOUN
cana-4833	262	10	and	and	CCONJ
cana-4833	262	11	opportunities	opportunity	NOUN
cana-4833	262	12	for	for	ADP
cana-4833	262	13	internet	internet	NOUN
cana-4833	262	14	shops	shop	NOUN
cana-4833	262	15	as	as	SCONJ
cana-4833	262	16	technology	technology	NOUN
cana-4833	262	17	develops	develop	VERB
cana-4833	262	18	.	.	PUNCT
cana-4833	263	1	communications	communication	NOUN
cana-4833	263	2	on	on	ADP
cana-4833	263	3	applied	apply	VERB
cana-4833	263	4	nonlinear	nonlinear	ADJ
cana-4833	263	5	analysis	analysis	NOUN
cana-4833	263	6	issn	issn	NOUN
cana-4833	263	7	:	:	PUNCT
cana-4833	263	8	1074	1074	NUM
cana-4833	263	9	-	-	PUNCT
cana-4833	263	10	133x	133x	NUM
cana-4833	263	11	vol	vol	VERB
cana-4833	263	12	32	32	NUM
cana-4833	263	13	no	no	NOUN
cana-4833	263	14	.	.	PUNCT
cana-4833	264	1	10s	10	NOUN
cana-4833	264	2	(	(	PUNCT
cana-4833	264	3	2025	2025	NUM
cana-4833	264	4	)	)	PUNCT
cana-4833	264	5	422	422	NUM
cana-4833	264	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-4833	264	7	funding	funding	NOUN
cana-4833	264	8	:	:	PUNCT
cana-4833	264	9	this	this	DET
cana-4833	264	10	study	study	NOUN
cana-4833	264	11	received	receive	VERB
cana-4833	264	12	no	no	DET
cana-4833	264	13	specific	specific	ADJ
cana-4833	264	14	financial	financial	ADJ
cana-4833	264	15	support	support	NOUN
cana-4833	264	16	.	.	PUNCT
cana-4833	265	1	institutional	institutional	ADJ
cana-4833	265	2	review	review	PROPN
cana-4833	265	3	board	board	NOUN
cana-4833	265	4	statement	statement	NOUN
cana-4833	265	5	:	:	PUNCT
cana-4833	265	6	not	not	PART
cana-4833	265	7	applicable	applicable	ADJ
cana-4833	265	8	.	.	PUNCT
cana-4833	266	1	transparency	transparency	NOUN
cana-4833	266	2	:	:	PUNCT
cana-4833	266	3	the	the	DET
cana-4833	266	4	authors	author	NOUN
cana-4833	266	5	confirm	confirm	VERB
cana-4833	266	6	that	that	SCONJ
cana-4833	266	7	the	the	DET
cana-4833	266	8	manuscript	manuscript	NOUN
cana-4833	266	9	is	be	AUX
cana-4833	266	10	an	an	DET
cana-4833	266	11	honest	honest	ADJ
cana-4833	266	12	,	,	PUNCT
cana-4833	266	13	accurate	accurate	ADJ
cana-4833	266	14	and	and	CCONJ
cana-4833	266	15	transparent	transparent	ADJ
cana-4833	266	16	account	account	NOUN
cana-4833	266	17	of	of	ADP
cana-4833	266	18	the	the	DET
cana-4833	266	19	study	study	NOUN
cana-4833	266	20	that	that	SCONJ
cana-4833	266	21	no	no	DET
cana-4833	266	22	vital	vital	ADJ
cana-4833	266	23	features	feature	NOUN
cana-4833	266	24	of	of	ADP
cana-4833	266	25	the	the	DET
cana-4833	266	26	study	study	NOUN
cana-4833	266	27	have	have	AUX
cana-4833	266	28	been	be	AUX
cana-4833	266	29	omitted	omit	VERB
cana-4833	266	30	and	and	CCONJ
cana-4833	266	31	that	that	SCONJ
cana-4833	266	32	any	any	DET
cana-4833	266	33	discrepancies	discrepancy	NOUN
cana-4833	266	34	from	from	ADP
cana-4833	266	35	the	the	DET
cana-4833	266	36	study	study	NOUN
cana-4833	266	37	as	as	SCONJ
cana-4833	266	38	planned	plan	VERB
cana-4833	266	39	have	have	AUX
cana-4833	266	40	been	be	AUX
cana-4833	266	41	explained	explain	VERB
cana-4833	266	42	.	.	PUNCT
cana-4833	267	1	this	this	DET
cana-4833	267	2	study	study	NOUN
cana-4833	267	3	followed	follow	VERB
cana-4833	267	4	all	all	DET
cana-4833	267	5	ethical	ethical	ADJ
cana-4833	267	6	practices	practice	NOUN
cana-4833	267	7	during	during	ADP
cana-4833	267	8	writing	writing	NOUN
cana-4833	267	9	.	.	PUNCT
cana-4833	268	1	competing	compete	VERB
cana-4833	268	2	interests	interest	NOUN
cana-4833	268	3	:	:	PUNCT
cana-4833	268	4	the	the	DET
cana-4833	268	5	authors	author	NOUN
cana-4833	268	6	declare	declare	VERB
cana-4833	268	7	that	that	SCONJ
cana-4833	268	8	they	they	PRON
cana-4833	268	9	have	have	VERB
cana-4833	268	10	no	no	DET
cana-4833	268	11	competing	compete	VERB
cana-4833	268	12	interests	interest	NOUN
cana-4833	268	13	.	.	PUNCT
cana-4833	269	1	references	reference	NOUN
cana-4833	269	2	[	[	X
cana-4833	269	3	1	1	NUM
cana-4833	269	4	]	]	X
cana-4833	269	5	chen	chen	PROPN
cana-4833	269	6	,	,	PUNCT
cana-4833	269	7	y.	y.	PROPN
cana-4833	269	8	,	,	PUNCT
cana-4833	269	9	&	&	CCONJ
cana-4833	269	10	zhang	zhang	PROPN
cana-4833	269	11	,	,	PUNCT
cana-4833	269	12	y.	y.	PROPN
cana-4833	269	13	(	(	PUNCT
cana-4833	269	14	2015	2015	NUM
cana-4833	269	15	)	)	PUNCT
cana-4833	269	16	.	.	PUNCT
cana-4833	270	1	dynamic	dynamic	ADJ
cana-4833	270	2	pricing	pricing	NOUN
cana-4833	270	3	in	in	ADP
cana-4833	270	4	e	e	NOUN
cana-4833	270	5	-	-	NOUN
cana-4833	270	6	commerce	commerce	NOUN
cana-4833	270	7	:	:	PUNCT
cana-4833	270	8	literature	literature	NOUN
cana-4833	270	9	review	review	NOUN
cana-4833	270	10	and	and	CCONJ
cana-4833	270	11	implications	implication	NOUN
cana-4833	270	12	.	.	PUNCT
cana-4833	271	1	journal	journal	NOUN
cana-4833	271	2	of	of	ADP
cana-4833	271	3	business	business	NOUN
cana-4833	271	4	research	research	NOUN
cana-4833	271	5	,	,	PUNCT
cana-4833	271	6	67(6	67(6	NUM
cana-4833	271	7	)	)	PUNCT
cana-4833	271	8	,	,	PUNCT
cana-4833	271	9	1243	1243	NUM
cana-4833	271	10	-	-	SYM
cana-4833	271	11	1251	1251	NUM
cana-4833	271	12	.	.	PUNCT
cana-4833	272	1	[	[	X
cana-4833	272	2	2	2	NUM
cana-4833	272	3	]	]	PUNCT
cana-4833	272	4	elmaghraby	elmaghraby	NOUN
cana-4833	272	5	,	,	PUNCT
cana-4833	272	6	w.	w.	PROPN
cana-4833	272	7	,	,	PUNCT
cana-4833	272	8	&	&	CCONJ
cana-4833	272	9	keskinocak	keskinocak	PROPN
cana-4833	272	10	,	,	PUNCT
cana-4833	272	11	p.	p.	NOUN
cana-4833	272	12	(	(	PUNCT
cana-4833	272	13	2003	2003	NUM
cana-4833	272	14	)	)	PUNCT
cana-4833	272	15	.	.	PUNCT
cana-4833	273	1	dynamic	dynamic	ADJ
cana-4833	273	2	pricing	pricing	NOUN
cana-4833	273	3	in	in	ADP
cana-4833	273	4	the	the	DET
cana-4833	273	5	presence	presence	NOUN
cana-4833	273	6	of	of	ADP
cana-4833	273	7	inventory	inventory	NOUN
cana-4833	273	8	considerations	consideration	NOUN
cana-4833	273	9	:	:	PUNCT
cana-4833	273	10	research	research	NOUN
cana-4833	273	11	overview	overview	NOUN
cana-4833	273	12	,	,	PUNCT
cana-4833	273	13	current	current	ADJ
cana-4833	273	14	practices	practice	NOUN
cana-4833	273	15	,	,	PUNCT
cana-4833	273	16	and	and	CCONJ
cana-4833	273	17	future	future	ADJ
cana-4833	273	18	directions	direction	NOUN
cana-4833	273	19	.	.	PUNCT
cana-4833	274	1	management	management	NOUN
cana-4833	274	2	science	science	NOUN
cana-4833	274	3	,	,	PUNCT
cana-4833	274	4	49(10	49(10	PROPN
cana-4833	274	5	)	)	PUNCT
cana-4833	274	6	,	,	PUNCT
cana-4833	274	7	1287	1287	NUM
cana-4833	274	8	-	-	SYM
cana-4833	274	9	1309	1309	NUM
cana-4833	274	10	.	.	PUNCT
cana-4833	275	1	[	[	X
cana-4833	275	2	3	3	NUM
cana-4833	275	3	]	]	X
cana-4833	275	4	kuo	kuo	PROPN
cana-4833	275	5	,	,	PUNCT
cana-4833	275	6	r.	r.	PROPN
cana-4833	275	7	j.	j.	PROPN
cana-4833	275	8	,	,	PUNCT
cana-4833	275	9	chi	chi	PROPN
cana-4833	275	10	,	,	PUNCT
cana-4833	275	11	s.	s.	PROPN
cana-4833	275	12	c.	c.	PROPN
cana-4833	275	13	,	,	PUNCT
cana-4833	275	14	&	&	CCONJ
cana-4833	275	15	kao	kao	PROPN
cana-4833	275	16	,	,	PUNCT
cana-4833	275	17	s.	s.	PROPN
cana-4833	275	18	s.	s.	PROPN
cana-4833	275	19	(	(	PUNCT
cana-4833	275	20	2002	2002	NUM
cana-4833	275	21	)	)	PUNCT
cana-4833	275	22	.	.	PUNCT
cana-4833	276	1	a	a	DET
cana-4833	276	2	decision	decision	NOUN
cana-4833	276	3	support	support	NOUN
cana-4833	276	4	system	system	NOUN
cana-4833	276	5	for	for	ADP
cana-4833	276	6	sales	sale	NOUN
cana-4833	276	7	forecasting	forecast	VERB
cana-4833	276	8	through	through	ADP
cana-4833	276	9	fuzzy	fuzzy	ADJ
cana-4833	276	10	neural	neural	ADJ
cana-4833	276	11	networks	network	NOUN
cana-4833	276	12	with	with	ADP
cana-4833	276	13	asymmetric	asymmetric	ADJ
cana-4833	276	14	fuzzy	fuzzy	ADJ
cana-4833	276	15	weights	weight	NOUN
cana-4833	276	16	.	.	PUNCT
cana-4833	277	1	decision	decision	NOUN
cana-4833	277	2	support	support	NOUN
cana-4833	277	3	systems	system	NOUN
cana-4833	277	4	,	,	PUNCT
cana-4833	277	5	24(1	24(1	NUM
cana-4833	277	6	)	)	PUNCT
cana-4833	277	7	,	,	PUNCT
cana-4833	277	8	105	105	NUM
cana-4833	277	9	-	-	SYM
cana-4833	277	10	126	126	NUM
cana-4833	277	11	.	.	PUNCT
cana-4833	278	1	[	[	X
cana-4833	278	2	4	4	NUM
cana-4833	278	3	]	]	X
cana-4833	278	4	bertsimas	bertsima	NOUN
cana-4833	278	5	,	,	PUNCT
cana-4833	278	6	d.	d.	PROPN
cana-4833	278	7	,	,	PUNCT
cana-4833	278	8	&	&	CCONJ
cana-4833	278	9	perakis	perakis	PROPN
cana-4833	278	10	,	,	PUNCT
cana-4833	278	11	g.	g.	PROPN
cana-4833	278	12	(	(	PUNCT
cana-4833	278	13	2006	2006	NUM
cana-4833	278	14	)	)	PUNCT
cana-4833	278	15	.	.	PUNCT
cana-4833	279	1	dynamic	dynamic	ADJ
cana-4833	279	2	pricing	pricing	NOUN
cana-4833	279	3	:	:	PUNCT
cana-4833	279	4	a	a	DET
cana-4833	279	5	learning	learning	NOUN
cana-4833	279	6	approach	approach	NOUN
cana-4833	279	7	.	.	PUNCT
cana-4833	280	1	in	in	ADP
cana-4833	280	2	handbooks	handbook	NOUN
cana-4833	280	3	in	in	ADP
cana-4833	280	4	operations	operation	NOUN
cana-4833	280	5	research	research	NOUN
cana-4833	280	6	and	and	CCONJ
cana-4833	280	7	management	management	NOUN
cana-4833	280	8	science	science	NOUN
cana-4833	280	9	(	(	PUNCT
cana-4833	280	10	vol	vol	NOUN
cana-4833	280	11	.	.	PROPN
cana-4833	280	12	13	13	NUM
cana-4833	280	13	,	,	PUNCT
cana-4833	280	14	pp	pp	ADJ
cana-4833	280	15	.	.	PUNCT
cana-4833	281	1	937	937	NUM
cana-4833	281	2	-	-	NUM
cana-4833	281	3	991	991	NUM
cana-4833	281	4	)	)	PUNCT
cana-4833	281	5	.	.	PUNCT
cana-4833	282	1	elsevier	elsevier	NOUN
cana-4833	282	2	.	.	PUNCT
cana-4833	283	1	[	[	X
cana-4833	283	2	5	5	NUM
cana-4833	283	3	]	]	SYM
cana-4833	283	4	den	den	PROPN
cana-4833	283	5	boer	boer	NOUN
cana-4833	283	6	,	,	PUNCT
cana-4833	283	7	a.	a.	NOUN
cana-4833	283	8	v.	v.	PROPN
cana-4833	283	9	(	(	PUNCT
cana-4833	283	10	2015	2015	NUM
cana-4833	283	11	)	)	PUNCT
cana-4833	283	12	.	.	PUNCT
cana-4833	284	1	dynamic	dynamic	ADJ
cana-4833	284	2	pricing	pricing	NOUN
cana-4833	284	3	and	and	CCONJ
cana-4833	284	4	learning	learning	NOUN
cana-4833	284	5	:	:	PUNCT
cana-4833	284	6	historical	historical	ADJ
cana-4833	284	7	origins	origin	NOUN
cana-4833	284	8	,	,	PUNCT
cana-4833	284	9	current	current	ADJ
cana-4833	284	10	research	research	NOUN
cana-4833	284	11	,	,	PUNCT
cana-4833	284	12	and	and	CCONJ
cana-4833	284	13	new	new	ADJ
cana-4833	284	14	directions	direction	NOUN
cana-4833	284	15	.	.	PUNCT
cana-4833	285	1	surveys	survey	NOUN
cana-4833	285	2	in	in	ADP
cana-4833	285	3	operations	operation	NOUN
cana-4833	285	4	research	research	NOUN
cana-4833	285	5	and	and	CCONJ
cana-4833	285	6	management	management	NOUN
cana-4833	285	7	science	science	NOUN
cana-4833	285	8	,	,	PUNCT
cana-4833	285	9	20(1	20(1	NUM
cana-4833	285	10	)	)	PUNCT
cana-4833	285	11	,	,	PUNCT
cana-4833	285	12	1	1	NUM
cana-4833	285	13	-	-	SYM
cana-4833	285	14	18	18	NUM
cana-4833	285	15	.	.	PUNCT
cana-4833	286	1	[	[	X
cana-4833	286	2	6	6	NUM
cana-4833	286	3	]	]	SYM
cana-4833	286	4	ferreira	ferreira	PROPN
cana-4833	286	5	,	,	PUNCT
cana-4833	286	6	k.	k.	PROPN
cana-4833	286	7	j.	j.	PROPN
cana-4833	286	8	,	,	PUNCT
cana-4833	286	9	lee	lee	PROPN
cana-4833	286	10	,	,	PUNCT
cana-4833	286	11	b.	b.	PROPN
cana-4833	286	12	h.	h.	PROPN
cana-4833	286	13	a.	a.	PROPN
cana-4833	286	14	,	,	PUNCT
cana-4833	286	15	&	&	CCONJ
cana-4833	286	16	simchi	simchi	PROPN
cana-4833	286	17	-	-	PUNCT
cana-4833	286	18	levi	levi	PROPN
cana-4833	286	19	,	,	PUNCT
cana-4833	286	20	d.	d.	PROPN
cana-4833	286	21	(	(	PUNCT
cana-4833	286	22	2015	2015	NUM
cana-4833	286	23	)	)	PUNCT
cana-4833	286	24	.	.	PUNCT
cana-4833	287	1	analytics	analytic	NOUN
cana-4833	287	2	for	for	ADP
cana-4833	287	3	an	an	DET
cana-4833	287	4	online	online	ADJ
cana-4833	287	5	retailer	retailer	NOUN
cana-4833	287	6	:	:	PUNCT
cana-4833	287	7	demand	demand	NOUN
cana-4833	287	8	forecasting	forecasting	NOUN
cana-4833	287	9	and	and	CCONJ
cana-4833	287	10	price	price	NOUN
cana-4833	287	11	optimization	optimization	NOUN
cana-4833	287	12	.	.	PUNCT
cana-4833	288	1	manufacturing	manufacturing	NOUN
cana-4833	288	2	&	&	CCONJ
cana-4833	288	3	service	service	NOUN
cana-4833	288	4	operations	operation	NOUN
cana-4833	288	5	management	management	NOUN
cana-4833	288	6	,	,	PUNCT
cana-4833	288	7	18(1	18(1	NUM
cana-4833	288	8	)	)	PUNCT
cana-4833	288	9	,	,	PUNCT
cana-4833	288	10	69	69	NUM
cana-4833	288	11	-	-	SYM
cana-4833	288	12	88	88	NUM
cana-4833	288	13	.	.	PUNCT
cana-4833	289	1	[	[	X
cana-4833	289	2	7	7	NUM
cana-4833	289	3	]	]	ADJ
cana-4833	289	4	choi	choi	NOUN
cana-4833	289	5	,	,	PUNCT
cana-4833	289	6	s.	s.	PROPN
cana-4833	289	7	,	,	PUNCT
cana-4833	289	8	&	&	CCONJ
cana-4833	289	9	mela	mela	PROPN
cana-4833	289	10	,	,	PUNCT
cana-4833	289	11	c.	c.	PROPN
cana-4833	289	12	f.	f.	PROPN
cana-4833	289	13	(	(	PUNCT
cana-4833	289	14	2019	2019	NUM
cana-4833	289	15	)	)	PUNCT
cana-4833	289	16	.	.	PUNCT
cana-4833	290	1	dynamic	dynamic	ADJ
cana-4833	290	2	pricing	pricing	NOUN
cana-4833	290	3	in	in	ADP
cana-4833	290	4	online	online	ADJ
cana-4833	290	5	retailing	retailing	NOUN
cana-4833	290	6	,	,	PUNCT
cana-4833	290	7	management	management	NOUN
cana-4833	290	8	science	science	NOUN
cana-4833	290	9	,	,	PUNCT
cana-4833	290	10	volume	volume	NOUN
cana-4833	290	11	/	/	SYM
cana-4833	290	12	issue	issue	NOUN
cana-4833	290	13	:	:	PUNCT
cana-4833	290	14	65(10	65(10	X
cana-4833	290	15	)	)	PUNCT
cana-4833	290	16	,	,	PUNCT
cana-4833	290	17	pp	pp	ADJ
cana-4833	290	18	.	.	PUNCT
cana-4833	291	1	4458	4458	NUM
cana-4833	291	2	-	-	SYM
cana-4833	291	3	4473	4473	NUM
cana-4833	291	4	,	,	PUNCT
cana-4833	291	5	doi	doi	NOUN
cana-4833	291	6	:	:	PUNCT
cana-4833	291	7	10.1287	10.1287	NUM
cana-4833	291	8	/	/	SYM
cana-4833	291	9	mnsc.2018.3131	mnsc.2018.3131	NOUN
cana-4833	292	1	[	[	X
cana-4833	292	2	8	8	NUM
cana-4833	292	3	]	]	X
cana-4833	292	4	chen	chen	PROPN
cana-4833	292	5	,	,	PUNCT
cana-4833	292	6	l.	l.	PROPN
cana-4833	292	7	,	,	PUNCT
cana-4833	292	8	mislove	mislove	NOUN
cana-4833	292	9	,	,	PUNCT
cana-4833	292	10	a.	a.	NOUN
cana-4833	292	11	,	,	PUNCT
cana-4833	292	12	&	&	CCONJ
cana-4833	292	13	wilson	wilson	PROPN
cana-4833	292	14	,	,	PUNCT
cana-4833	292	15	c.	c.	PROPN
cana-4833	292	16	(	(	PUNCT
cana-4833	292	17	2016	2016	NUM
cana-4833	292	18	)	)	PUNCT
cana-4833	292	19	.	.	PUNCT
cana-4833	293	1	an	an	DET
cana-4833	293	2	empirical	empirical	ADJ
cana-4833	293	3	analysis	analysis	NOUN
cana-4833	293	4	of	of	ADP
cana-4833	293	5	algorithmic	algorithmic	ADJ
cana-4833	293	6	pricing	pricing	NOUN
cana-4833	293	7	on	on	ADP
cana-4833	293	8	amazon	amazon	NOUN
cana-4833	293	9	marketplace	marketplace	NOUN
cana-4833	293	10	,	,	PUNCT
cana-4833	293	11	acm	acm	PROPN
cana-4833	293	12	sigcomm	sigcomm	ADP
cana-4833	293	13	2016	2016	NUM
cana-4833	293	14	,	,	PUNCT
cana-4833	293	15	doi	doi	NOUN
cana-4833	293	16	:	:	PUNCT
cana-4833	293	17	10.1145/2934872.2934877	10.1145/2934872.2934877	NUM
cana-4833	294	1	[	[	X
cana-4833	294	2	9	9	NUM
cana-4833	294	3	]	]	SYM
cana-4833	294	4	misra	misra	NOUN
cana-4833	294	5	,	,	PUNCT
cana-4833	294	6	s.	s.	PROPN
cana-4833	294	7	,	,	PUNCT
cana-4833	294	8	&	&	CCONJ
cana-4833	294	9	aggarwal	aggarwal	PROPN
cana-4833	294	10	,	,	PUNCT
cana-4833	294	11	r.	r.	PROPN
cana-4833	294	12	(	(	PUNCT
cana-4833	294	13	2020	2020	NUM
cana-4833	294	14	)	)	PUNCT
cana-4833	294	15	.	.	PUNCT
cana-4833	295	1	machine	machine	NOUN
cana-4833	295	2	learning	learn	VERB
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cana-4833	295	4	dynamic	dynamic	ADJ
cana-4833	295	5	pricing	pricing	NOUN
cana-4833	295	6	:	:	PUNCT
cana-4833	295	7	case	case	NOUN
cana-4833	295	8	study	study	NOUN
cana-4833	295	9	and	and	CCONJ
cana-4833	295	10	insights	insight	NOUN
cana-4833	295	11	,	,	PUNCT
cana-4833	295	12	ieee	ieee	NOUN
cana-4833	295	13	transactions	transaction	NOUN
cana-4833	295	14	on	on	ADP
cana-4833	295	15	industrial	industrial	ADJ
cana-4833	295	16	informatics	informatic	NOUN
cana-4833	295	17	,	,	PUNCT
cana-4833	295	18	volume	volume	NOUN
cana-4833	295	19	/	/	SYM
cana-4833	295	20	issue	issue	NOUN
cana-4833	295	21	:	:	PUNCT
cana-4833	295	22	16(8	16(8	NUM
cana-4833	295	23	)	)	PUNCT
cana-4833	295	24	,	,	PUNCT
cana-4833	295	25	pp	pp	PROPN
cana-4833	295	26	.	.	PUNCT
cana-4833	296	1	5522	5522	NUM
cana-4833	296	2	-	-	SYM
cana-4833	296	3	5531	5531	NUM
cana-4833	296	4	,	,	PUNCT
cana-4833	296	5	doi	doi	NOUN
cana-4833	296	6	:	:	PUNCT
cana-4833	296	7	10.1109	10.1109	NUM
cana-4833	296	8	/	/	SYM
cana-4833	296	9	tii.2020.2975630	tii.2020.2975630	PROPN
cana-4833	296	10	[	[	X
cana-4833	296	11	10	10	NUM
cana-4833	296	12	]	]	X
cana-4833	296	13	ferreira	ferreira	PROPN
cana-4833	296	14	,	,	PUNCT
cana-4833	296	15	k.	k.	PROPN
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cana-4833	296	18	,	,	PUNCT
cana-4833	296	19	b.	b.	PROPN
cana-4833	296	20	h.	h.	PROPN
cana-4833	296	21	a.	a.	PROPN
cana-4833	296	22	,	,	PUNCT
cana-4833	296	23	&	&	CCONJ
cana-4833	296	24	simchi	simchi	PROPN
cana-4833	296	25	-	-	PUNCT
cana-4833	296	26	levi	levi	PROPN
cana-4833	296	27	,	,	PUNCT
cana-4833	296	28	d.	d.	PROPN
cana-4833	296	29	(	(	PUNCT
cana-4833	296	30	2016	2016	NUM
cana-4833	296	31	)	)	PUNCT
cana-4833	296	32	.	.	PUNCT
cana-4833	297	1	analytics	analytic	NOUN
cana-4833	297	2	for	for	ADP
cana-4833	297	3	an	an	DET
cana-4833	297	4	online	online	ADJ
cana-4833	297	5	retailer	retailer	NOUN
cana-4833	297	6	:	:	PUNCT
cana-4833	297	7	demand	demand	NOUN
cana-4833	297	8	forecasting	forecasting	NOUN
cana-4833	297	9	and	and	CCONJ
cana-4833	297	10	price	price	NOUN
cana-4833	297	11	optimization	optimization	NOUN
cana-4833	297	12	,	,	PUNCT
cana-4833	297	13	manufacturing	manufacturing	NOUN
cana-4833	297	14	&	&	CCONJ
cana-4833	297	15	service	service	NOUN
cana-4833	297	16	operations	operation	NOUN
cana-4833	297	17	management	management	NOUN
cana-4833	297	18	,	,	PUNCT
cana-4833	297	19	volume	volume	NOUN
cana-4833	297	20	/	/	SYM
cana-4833	297	21	issue	issue	NOUN
cana-4833	297	22	:	:	PUNCT
cana-4833	297	23	18(4	18(4	NUM
cana-4833	297	24	)	)	PUNCT
cana-4833	297	25	,	,	PUNCT
cana-4833	297	26	pp	pp	ADP
cana-4833	297	27	.	.	PUNCT
cana-4833	298	1	482	482	NUM
cana-4833	298	2	-	-	SYM
cana-4833	298	3	496	496	NUM
cana-4833	298	4	,	,	PUNCT
cana-4833	298	5	doi	doi	NOUN
cana-4833	298	6	:	:	PUNCT
cana-4833	298	7	10.1287	10.1287	NUM
cana-4833	298	8	/	/	SYM
cana-4833	298	9	msom.2016.0630	msom.2016.0630	NOUN
cana-4833	299	1	[	[	X
cana-4833	299	2	11	11	NUM
cana-4833	299	3	]	]	X
cana-4833	299	4	zhang	zhang	PROPN
cana-4833	299	5	,	,	PUNCT
cana-4833	299	6	x.	x.	PROPN
cana-4833	299	7	,	,	PUNCT
cana-4833	299	8	&	&	CCONJ
cana-4833	299	9	lu	lu	PROPN
cana-4833	299	10	,	,	PUNCT
cana-4833	299	11	y.	y.	PROPN
cana-4833	299	12	(	(	PUNCT
cana-4833	299	13	2018	2018	NUM
cana-4833	299	14	)	)	PUNCT
cana-4833	299	15	.	.	PUNCT
cana-4833	300	1	dynamic	dynamic	ADJ
cana-4833	300	2	pricing	pricing	NOUN
cana-4833	300	3	for	for	ADP
cana-4833	300	4	e	e	NOUN
cana-4833	300	5	-	-	NOUN
cana-4833	300	6	commerce	commerce	NOUN
cana-4833	300	7	with	with	ADP
cana-4833	300	8	machine	machine	NOUN
cana-4833	300	9	learning	learning	NOUN
cana-4833	300	10	,	,	PUNCT
cana-4833	300	11	proceedings	proceeding	NOUN
cana-4833	300	12	of	of	ADP
cana-4833	300	13	the	the	DET
cana-4833	300	14	24th	24th	PROPN
cana-4833	300	15	acm	acm	PROPN
cana-4833	300	16	sigkdd	sigkdd	NOUN
cana-4833	300	17	international	international	ADJ
cana-4833	300	18	conference	conference	NOUN
cana-4833	300	19	on	on	ADP
cana-4833	300	20	knowledge	knowledge	PROPN
cana-4833	300	21	discovery	discovery	PROPN
cana-4833	300	22	&	&	CCONJ
cana-4833	300	23	data	data	PROPN
cana-4833	300	24	mining	mining	NOUN
cana-4833	300	25	,	,	PUNCT
cana-4833	300	26	doi	doi	NOUN
cana-4833	300	27	:	:	PUNCT
cana-4833	300	28	10.1145/3219819.3219894	10.1145/3219819.3219894	NUM
cana-4833	300	29	[	[	X
cana-4833	300	30	12	12	NUM
cana-4833	300	31	]	]	X
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cana-4833	300	43	)	)	PUNCT
cana-4833	300	44	.	.	PUNCT
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cana-4833	301	2	strategies	strategy	NOUN
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cana-4833	301	15	)	)	PUNCT
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cana-4833	302	2	-	-	SYM
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cana-4833	302	10	]	]	SYM
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cana-4833	303	6	algorithms	algorithm	NOUN
cana-4833	303	7	,	,	PUNCT
cana-4833	303	8	journal	journal	NOUN
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cana-4833	303	18	)	)	PUNCT
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cana-4833	304	2	-	-	SYM
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cana-4833	304	8	/	/	SYM
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cana-4833	304	10	-	-	PUNCT
cana-4833	304	11	018	018	NUM
cana-4833	304	12	-	-	PUNCT
cana-4833	304	13	4031	4031	NUM
cana-4833	304	14	-	-	SYM
cana-4833	304	15	2	2	NUM
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cana-4833	304	24	-	-	PUNCT
cana-4833	304	25	133x	133x	NUM
cana-4833	304	26	vol	vol	VERB
cana-4833	304	27	32	32	NUM
cana-4833	304	28	no	no	NOUN
cana-4833	304	29	.	.	PUNCT
cana-4833	305	1	10s	10	NOUN
cana-4833	305	2	(	(	PUNCT
cana-4833	305	3	2025	2025	NUM
cana-4833	305	4	)	)	PUNCT
cana-4833	305	5	423	423	NUM
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cana-4833	306	1	[	[	X
cana-4833	306	2	14	14	NUM
cana-4833	306	3	]	]	X
cana-4833	306	4	bakos	bakos	PROPN
cana-4833	306	5	,	,	PUNCT
cana-4833	306	6	y.	y.	PROPN
cana-4833	306	7	,	,	PUNCT
cana-4833	306	8	&	&	CCONJ
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cana-4833	306	10	,	,	PUNCT
cana-4833	306	11	e.	e.	PROPN
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cana-4833	307	6	internet	internet	NOUN
cana-4833	307	7	,	,	PUNCT
cana-4833	307	8	marketing	marketing	NOUN
cana-4833	307	9	science	science	NOUN
cana-4833	307	10	,	,	PUNCT
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cana-4833	307	14	:	:	PUNCT
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cana-4833	307	16	)	)	PUNCT
cana-4833	307	17	,	,	PUNCT
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cana-4833	308	1	123	123	NUM
cana-4833	308	2	-	-	SYM
cana-4833	308	3	137	137	NUM
cana-4833	308	4	,	,	PUNCT
cana-4833	308	5	doi	doi	NOUN
cana-4833	308	6	:	:	PUNCT
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cana-4833	308	8	/	/	SYM
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cana-4833	308	11	15	15	NUM
cana-4833	308	12	]	]	X
cana-4833	308	13	kaptein	kaptein	PROPN
cana-4833	308	14	,	,	PUNCT
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cana-4833	308	16	,	,	PUNCT
cana-4833	308	17	&	&	CCONJ
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cana-4833	309	4	and	and	CCONJ
cana-4833	309	5	pricing	pricing	NOUN
cana-4833	309	6	,	,	PUNCT
cana-4833	309	7	journal	journal	NOUN
cana-4833	309	8	of	of	ADP
cana-4833	309	9	interactive	interactive	ADJ
cana-4833	309	10	marketing	marketing	NOUN
cana-4833	309	11	,	,	PUNCT
cana-4833	309	12	volume	volume	NOUN
cana-4833	309	13	/	/	SYM
cana-4833	309	14	issue	issue	NOUN
cana-4833	309	15	:	:	PUNCT
cana-4833	309	16	45	45	NUM
cana-4833	309	17	,	,	PUNCT
cana-4833	309	18	pp	pp	ADJ
cana-4833	309	19	.	.	PUNCT
cana-4833	310	1	76	76	NUM
cana-4833	310	2	-	-	SYM
cana-4833	310	3	89	89	NUM
cana-4833	310	4	,	,	PUNCT
cana-4833	310	5	doi	doi	NOUN
cana-4833	310	6	:	:	PUNCT
cana-4833	310	7	10.1016	10.1016	NUM
cana-4833	310	8	/	/	SYM
cana-4833	310	9	j.intmar.2019.02.003	j.intmar.2019.02.003	X
cana-4833	311	1	[	[	X
cana-4833	311	2	16	16	NUM
cana-4833	311	3	]	]	X
cana-4833	311	4	seifert	seifert	PROPN
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cana-4833	311	6	r.	r.	PROPN
cana-4833	311	7	w.	w.	PROPN
cana-4833	311	8	,	,	PUNCT
cana-4833	311	9	&	&	CCONJ
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cana-4833	311	12	u.	u.	PROPN
cana-4833	311	13	w.	w.	PROPN
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cana-4833	311	16	)	)	PUNCT
cana-4833	311	17	.	.	PUNCT
cana-4833	312	1	dynamic	dynamic	ADJ
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cana-4833	312	3	and	and	CCONJ
cana-4833	312	4	inventory	inventory	NOUN
cana-4833	312	5	management	management	NOUN
cana-4833	312	6	for	for	ADP
cana-4833	312	7	substitutable	substitutable	ADJ
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cana-4833	312	9	,	,	PUNCT
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cana-4833	312	14	/	/	SYM
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cana-4833	312	16	:	:	PUNCT
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cana-4833	312	18	)	)	PUNCT
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cana-4833	313	2	-	-	SYM
cana-4833	313	3	942	942	NUM
cana-4833	313	4	,	,	PUNCT
cana-4833	313	5	doi	doi	NOUN
cana-4833	313	6	:	:	PUNCT
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cana-4833	313	8	/	/	SYM
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