id	sid	tid	token	lemma	pos
cana-5043	1	1	communications	communication	NOUN
cana-5043	1	2	on	on	ADP
cana-5043	1	3	applied	apply	VERB
cana-5043	1	4	nonlinear	nonlinear	ADJ
cana-5043	1	5	analysis	analysis	NOUN
cana-5043	1	6	issn	issn	NOUN
cana-5043	1	7	:	:	PUNCT
cana-5043	1	8	1074	1074	NUM
cana-5043	1	9	-	-	PUNCT
cana-5043	1	10	133x	133x	NUM
cana-5043	1	11	vol	vol	NOUN
cana-5043	1	12	32	32	NUM
cana-5043	1	13	no	no	NOUN
cana-5043	1	14	.	.	PUNCT
cana-5043	2	1	icmasd	icmasd	NOUN
cana-5043	2	2	(	(	PUNCT
cana-5043	2	3	2025	2025	NUM
cana-5043	2	4	)	)	PUNCT
cana-5043	2	5	151	151	NUM
cana-5043	2	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	2	7	innovative	innovative	ADJ
cana-5043	2	8	marketing	marketing	NOUN
cana-5043	2	9	&	&	CCONJ
cana-5043	2	10	social	social	PROPN
cana-5043	2	11	commerce	commerce	PROPN
cana-5043	2	12	:	:	PUNCT
cana-5043	2	13	addressing	address	VERB
cana-5043	2	14	fraud	fraud	NOUN
cana-5043	2	15	risks	risk	NOUN
cana-5043	2	16	in	in	ADP
cana-5043	2	17	consumer	consumer	NOUN
cana-5043	2	18	behavior	behavior	NOUN
cana-5043	2	19	navjot	navjot	PROPN
cana-5043	2	20	kaur	kaur	PROPN
cana-5043	2	21	gill1	gill1	PROPN
cana-5043	2	22	,	,	PUNCT
cana-5043	2	23	sahil	sahil	PROPN
cana-5043	2	24	bhalla1	bhalla1	PROPN
cana-5043	2	25	*	*	PROPN
cana-5043	2	26	1	1	NUM
cana-5043	2	27	department	department	NOUN
cana-5043	2	28	of	of	ADP
cana-5043	2	29	management	management	NOUN
cana-5043	2	30	studies	study	NOUN
cana-5043	2	31	,	,	PUNCT
cana-5043	2	32	ct	ct	PROPN
cana-5043	2	33	university	university	PROPN
cana-5043	2	34	,	,	PUNCT
cana-5043	2	35	ludhiana	ludhiana	PROPN
cana-5043	2	36	,	,	PUNCT
cana-5043	2	37	india	india	PROPN
cana-5043	2	38	e	e	PROPN
cana-5043	2	39	-	-	NOUN
cana-5043	2	40	mail	mail	NOUN
cana-5043	2	41	:	:	PUNCT
cana-5043	2	42	drsahil24158@ctuniversity.in	drsahil24158@ctuniversity.in	PROPN
cana-5043	2	43	article	article	NOUN
cana-5043	2	44	history	history	NOUN
cana-5043	2	45	:	:	PUNCT
cana-5043	2	46	received	receive	VERB
cana-5043	2	47	:	:	PUNCT
cana-5043	2	48	12	12	NUM
cana-5043	2	49	-	-	SYM
cana-5043	2	50	11	11	NUM
cana-5043	2	51	-	-	PUNCT
cana-5043	2	52	2024	2024	NUM
cana-5043	2	53	revised	revise	VERB
cana-5043	2	54	:	:	PUNCT
cana-5043	2	55	25	25	NUM
cana-5043	2	56	-	-	SYM
cana-5043	2	57	12	12	NUM
cana-5043	2	58	-	-	PUNCT
cana-5043	2	59	2024	2024	NUM
cana-5043	2	60	accepted	accept	VERB
cana-5043	2	61	:	:	PUNCT
cana-5043	2	62	05	05	NUM
cana-5043	2	63	-	-	SYM
cana-5043	2	64	01	01	NUM
cana-5043	2	65	-	-	PUNCT
cana-5043	2	66	2025	2025	NUM
cana-5043	2	67	abstract	abstract	NOUN
cana-5043	2	68	:	:	PUNCT
cana-5043	2	69	this	this	DET
cana-5043	2	70	study	study	NOUN
cana-5043	2	71	examines	examine	VERB
cana-5043	2	72	the	the	DET
cana-5043	2	73	various	various	ADJ
cana-5043	2	74	innovative	innovative	ADJ
cana-5043	2	75	marketing	marketing	NOUN
cana-5043	2	76	strategies	strategy	NOUN
cana-5043	2	77	employed	employ	VERB
cana-5043	2	78	on	on	ADP
cana-5043	2	79	social	social	ADJ
cana-5043	2	80	networking	networking	NOUN
cana-5043	2	81	platforms	platform	NOUN
cana-5043	2	82	and	and	CCONJ
cana-5043	2	83	their	their	PRON
cana-5043	2	84	connection	connection	NOUN
cana-5043	2	85	to	to	ADP
cana-5043	2	86	financial	financial	ADJ
cana-5043	2	87	frauds	fraud	NOUN
cana-5043	2	88	and	and	CCONJ
cana-5043	2	89	criminal	criminal	ADJ
cana-5043	2	90	activities	activity	NOUN
cana-5043	2	91	.	.	PUNCT
cana-5043	3	1	a	a	DET
cana-5043	3	2	comprehensive	comprehensive	ADJ
cana-5043	3	3	analysis	analysis	NOUN
cana-5043	3	4	of	of	ADP
cana-5043	3	5	existing	exist	VERB
cana-5043	3	6	research	research	NOUN
cana-5043	3	7	papers	paper	NOUN
cana-5043	3	8	has	have	AUX
cana-5043	3	9	been	be	AUX
cana-5043	3	10	conducted	conduct	VERB
cana-5043	3	11	to	to	PART
cana-5043	3	12	explore	explore	VERB
cana-5043	3	13	these	these	DET
cana-5043	3	14	relationships	relationship	NOUN
cana-5043	3	15	.	.	PUNCT
cana-5043	4	1	the	the	DET
cana-5043	4	2	main	main	ADJ
cana-5043	4	3	goal	goal	NOUN
cana-5043	4	4	of	of	ADP
cana-5043	4	5	this	this	DET
cana-5043	4	6	review	review	NOUN
cana-5043	4	7	is	be	AUX
cana-5043	4	8	to	to	PART
cana-5043	4	9	consolidate	consolidate	VERB
cana-5043	4	10	findings	finding	NOUN
cana-5043	4	11	from	from	ADP
cana-5043	4	12	multiple	multiple	ADJ
cana-5043	4	13	studies	study	NOUN
cana-5043	4	14	,	,	PUNCT
cana-5043	4	15	offering	offer	VERB
cana-5043	4	16	cumulative	cumulative	ADJ
cana-5043	4	17	insights	insight	NOUN
cana-5043	4	18	that	that	PRON
cana-5043	4	19	can	can	AUX
cana-5043	4	20	serve	serve	VERB
cana-5043	4	21	as	as	ADP
cana-5043	4	22	a	a	DET
cana-5043	4	23	valuable	valuable	ADJ
cana-5043	4	24	resource	resource	NOUN
cana-5043	4	25	for	for	ADP
cana-5043	4	26	future	future	ADJ
cana-5043	4	27	research	research	NOUN
cana-5043	4	28	.	.	PUNCT
cana-5043	5	1	the	the	DET
cana-5043	5	2	primary	primary	ADJ
cana-5043	5	3	aim	aim	NOUN
cana-5043	5	4	of	of	ADP
cana-5043	5	5	the	the	DET
cana-5043	5	6	survey	survey	NOUN
cana-5043	5	7	conducted	conduct	VERB
cana-5043	5	8	during	during	ADP
cana-5043	5	9	this	this	DET
cana-5043	5	10	study	study	NOUN
cana-5043	5	11	was	be	AUX
cana-5043	5	12	to	to	PART
cana-5043	5	13	assess	assess	VERB
cana-5043	5	14	public	public	ADJ
cana-5043	5	15	awareness	awareness	NOUN
cana-5043	5	16	regarding	regard	VERB
cana-5043	5	17	crimes	crime	NOUN
cana-5043	5	18	occurring	occur	VERB
cana-5043	5	19	on	on	ADP
cana-5043	5	20	social	social	ADJ
cana-5043	5	21	networking	networking	NOUN
cana-5043	5	22	sites	site	NOUN
cana-5043	5	23	.	.	PUNCT
cana-5043	6	1	the	the	DET
cana-5043	6	2	findings	finding	NOUN
cana-5043	6	3	provide	provide	VERB
cana-5043	6	4	significant	significant	ADJ
cana-5043	6	5	insights	insight	NOUN
cana-5043	6	6	into	into	ADP
cana-5043	6	7	understanding	understand	VERB
cana-5043	6	8	consumer	consumer	NOUN
cana-5043	6	9	purchase	purchase	NOUN
cana-5043	6	10	intentions	intention	NOUN
cana-5043	6	11	and	and	CCONJ
cana-5043	6	12	highlight	highlight	VERB
cana-5043	6	13	ways	way	NOUN
cana-5043	6	14	to	to	PART
cana-5043	6	15	foster	foster	VERB
cana-5043	6	16	the	the	DET
cana-5043	6	17	growth	growth	NOUN
cana-5043	6	18	of	of	ADP
cana-5043	6	19	social	social	ADJ
cana-5043	6	20	commerce	commerce	NOUN
cana-5043	6	21	.	.	PUNCT
cana-5043	7	1	this	this	DET
cana-5043	7	2	paper	paper	NOUN
cana-5043	7	3	aims	aim	VERB
cana-5043	7	4	to	to	PART
cana-5043	7	5	offer	offer	VERB
cana-5043	7	6	a	a	DET
cana-5043	7	7	thorough	thorough	ADJ
cana-5043	7	8	overview	overview	NOUN
cana-5043	7	9	of	of	ADP
cana-5043	7	10	how	how	SCONJ
cana-5043	7	11	marketing	marketing	NOUN
cana-5043	7	12	strategies	strategy	NOUN
cana-5043	7	13	in	in	ADP
cana-5043	7	14	the	the	DET
cana-5043	7	15	realm	realm	NOUN
cana-5043	7	16	of	of	ADP
cana-5043	7	17	social	social	ADJ
cana-5043	7	18	media	medium	NOUN
cana-5043	7	19	influence	influence	NOUN
cana-5043	7	20	both	both	DET
cana-5043	7	21	consumer	consumer	NOUN
cana-5043	7	22	behavior	behavior	NOUN
cana-5043	7	23	and	and	CCONJ
cana-5043	7	24	the	the	DET
cana-5043	7	25	prevalence	prevalence	NOUN
cana-5043	7	26	of	of	ADP
cana-5043	7	27	financial	financial	ADJ
cana-5043	7	28	fraud	fraud	NOUN
cana-5043	7	29	,	,	PUNCT
cana-5043	7	30	while	while	SCONJ
cana-5043	7	31	providing	provide	VERB
cana-5043	7	32	a	a	DET
cana-5043	7	33	foundation	foundation	NOUN
cana-5043	7	34	for	for	ADP
cana-5043	7	35	further	further	ADJ
cana-5043	7	36	investigations	investigation	NOUN
cana-5043	7	37	into	into	ADP
cana-5043	7	38	preventive	preventive	ADJ
cana-5043	7	39	measures	measure	NOUN
cana-5043	7	40	.	.	PUNCT
cana-5043	8	1	keywords	keyword	NOUN
cana-5043	8	2	:	:	PUNCT
cana-5043	8	3	marketing	marketing	NOUN
cana-5043	8	4	strategies	strategy	NOUN
cana-5043	8	5	,	,	PUNCT
cana-5043	8	6	social	social	ADJ
cana-5043	8	7	commerce	commerce	NOUN
cana-5043	8	8	,	,	PUNCT
cana-5043	8	9	consumer	consumer	NOUN
cana-5043	8	10	behavior	behavior	NOUN
cana-5043	8	11	,	,	PUNCT
cana-5043	8	12	financial	financial	ADJ
cana-5043	8	13	frauds	fraud	NOUN
cana-5043	8	14	.	.	PUNCT
cana-5043	9	1	introduction	introduction	NOUN
cana-5043	9	2	in	in	ADP
cana-5043	9	3	today	today	NOUN
cana-5043	9	4	’s	’s	PART
cana-5043	9	5	era	era	NOUN
cana-5043	9	6	of	of	ADP
cana-5043	9	7	technology	technology	NOUN
cana-5043	9	8	,	,	PUNCT
cana-5043	9	9	market	market	NOUN
cana-5043	9	10	innovations	innovation	NOUN
cana-5043	9	11	,	,	PUNCT
cana-5043	9	12	strategies	strategy	NOUN
cana-5043	9	13	and	and	CCONJ
cana-5043	9	14	social	social	ADJ
cana-5043	9	15	media	medium	NOUN
cana-5043	9	16	,	,	PUNCT
cana-5043	9	17	we	we	PRON
cana-5043	9	18	see	see	VERB
cana-5043	9	19	a	a	DET
cana-5043	9	20	rapid	rapid	ADJ
cana-5043	9	21	evolution	evolution	NOUN
cana-5043	9	22	that	that	PRON
cana-5043	9	23	brings	bring	VERB
cana-5043	9	24	numerous	numerous	ADJ
cana-5043	9	25	facilities	facility	NOUN
cana-5043	9	26	and	and	CCONJ
cana-5043	9	27	conveniences	convenience	NOUN
cana-5043	9	28	to	to	ADP
cana-5043	9	29	the	the	DET
cana-5043	9	30	public	public	NOUN
cana-5043	9	31	.	.	PUNCT
cana-5043	10	1	there	there	PRON
cana-5043	10	2	are	be	VERB
cana-5043	10	3	various	various	ADJ
cana-5043	10	4	marketing	marketing	NOUN
cana-5043	10	5	strategies	strategy	NOUN
cana-5043	10	6	through	through	ADP
cana-5043	10	7	social	social	ADJ
cana-5043	10	8	networking	networking	NOUN
cana-5043	10	9	sites	site	NOUN
cana-5043	10	10	that	that	PRON
cana-5043	10	11	influence	influence	VERB
cana-5043	10	12	consumer	consumer	NOUN
cana-5043	10	13	behavior	behavior	NOUN
cana-5043	10	14	.	.	PUNCT
cana-5043	11	1	consumers	consumer	NOUN
cana-5043	11	2	are	be	AUX
cana-5043	11	3	often	often	ADV
cana-5043	11	4	attracted	attract	VERB
cana-5043	11	5	to	to	ADP
cana-5043	11	6	these	these	DET
cana-5043	11	7	strategies	strategy	NOUN
cana-5043	11	8	and	and	CCONJ
cana-5043	11	9	products	product	NOUN
cana-5043	11	10	,	,	PUNCT
cana-5043	11	11	ultimately	ultimately	ADV
cana-5043	11	12	leading	lead	VERB
cana-5043	11	13	them	they	PRON
cana-5043	11	14	to	to	PART
cana-5043	11	15	make	make	VERB
cana-5043	11	16	purchases	purchase	NOUN
cana-5043	11	17	.	.	PUNCT
cana-5043	12	1	however	however	ADV
cana-5043	12	2	,	,	PUNCT
cana-5043	12	3	sometimes	sometimes	ADV
cana-5043	12	4	they	they	PRON
cana-5043	12	5	face	face	VERB
cana-5043	12	6	online	online	ADJ
cana-5043	12	7	financial	financial	ADJ
cana-5043	12	8	frauds	fraud	NOUN
cana-5043	12	9	in	in	ADP
cana-5043	12	10	the	the	DET
cana-5043	12	11	process	process	NOUN
cana-5043	12	12	.	.	PUNCT
cana-5043	13	1	in	in	ADP
cana-5043	13	2	this	this	DET
cana-5043	13	3	study	study	NOUN
cana-5043	13	4	we	we	PRON
cana-5043	13	5	are	be	AUX
cana-5043	13	6	discussing	discuss	VERB
cana-5043	13	7	various	various	ADJ
cana-5043	13	8	marketing	marketing	NOUN
cana-5043	13	9	strategies	strategy	NOUN
cana-5043	13	10	that	that	PRON
cana-5043	13	11	are	be	AUX
cana-5043	13	12	now	now	ADV
cana-5043	13	13	a	a	DET
cana-5043	13	14	days	day	NOUN
cana-5043	13	15	very	very	ADV
cana-5043	13	16	popular	popular	ADJ
cana-5043	13	17	.	.	PUNCT
cana-5043	14	1	companies	company	NOUN
cana-5043	14	2	are	be	AUX
cana-5043	14	3	using	use	VERB
cana-5043	14	4	social	social	ADJ
cana-5043	14	5	networking	network	VERB
cana-5043	14	6	sites	site	NOUN
cana-5043	14	7	as	as	ADP
cana-5043	14	8	a	a	DET
cana-5043	14	9	marketing	marketing	NOUN
cana-5043	14	10	strategy	strategy	NOUN
cana-5043	14	11	to	to	PART
cana-5043	14	12	commercialize	commercialize	VERB
cana-5043	14	13	their	their	PRON
cana-5043	14	14	products	product	NOUN
cana-5043	14	15	and	and	CCONJ
cana-5043	14	16	services	service	NOUN
cana-5043	14	17	.	.	PUNCT
cana-5043	15	1	under	under	ADP
cana-5043	15	2	the	the	DET
cana-5043	15	3	snss	sns	NOUN
cana-5043	15	4	are	be	AUX
cana-5043	15	5	there	there	PRON
cana-5043	15	6	is	be	VERB
cana-5043	15	7	instagram	instagram	PROPN
cana-5043	15	8	,	,	PUNCT
cana-5043	15	9	whatsapp	whatsapp	NOUN
cana-5043	15	10	etc	etc	X
cana-5043	15	11	.	.	X
cana-5043	16	1	due	due	ADP
cana-5043	16	2	to	to	ADP
cana-5043	16	3	the	the	DET
cana-5043	16	4	vast	vast	ADJ
cana-5043	16	5	number	number	NOUN
cana-5043	16	6	of	of	ADP
cana-5043	16	7	prospects	prospect	NOUN
cana-5043	16	8	on	on	ADP
cana-5043	16	9	social	social	ADJ
cana-5043	16	10	networking	network	VERB
cana-5043	16	11	sites	site	NOUN
cana-5043	16	12	(	(	PUNCT
cana-5043	16	13	snss	sns	NOUN
cana-5043	16	14	)	)	PUNCT
cana-5043	16	15	,	,	PUNCT
cana-5043	16	16	companies	company	NOUN
cana-5043	16	17	can	can	AUX
cana-5043	16	18	target	target	VERB
cana-5043	16	19	a	a	DET
cana-5043	16	20	larger	large	ADJ
cana-5043	16	21	audience	audience	NOUN
cana-5043	16	22	.	.	PUNCT
cana-5043	17	1	through	through	ADP
cana-5043	17	2	online	online	ADJ
cana-5043	17	3	strategies	strategy	NOUN
cana-5043	17	4	,	,	PUNCT
cana-5043	17	5	they	they	PRON
cana-5043	17	6	can	can	AUX
cana-5043	17	7	manage	manage	VERB
cana-5043	17	8	customer	customer	NOUN
cana-5043	17	9	relationships	relationship	NOUN
cana-5043	17	10	more	more	ADV
cana-5043	17	11	effectively	effectively	ADV
cana-5043	17	12	.	.	PUNCT
cana-5043	18	1	as	as	SCONJ
cana-5043	18	2	we	we	PRON
cana-5043	18	3	know	know	VERB
cana-5043	18	4	,	,	PUNCT
cana-5043	18	5	better	well	ADJ
cana-5043	18	6	communication	communication	NOUN
cana-5043	18	7	is	be	AUX
cana-5043	18	8	possible	possible	ADJ
cana-5043	18	9	through	through	ADP
cana-5043	18	10	emails	email	NOUN
cana-5043	18	11	and	and	CCONJ
cana-5043	18	12	text	text	NOUN
cana-5043	18	13	messages	message	NOUN
cana-5043	18	14	.	.	PUNCT
cana-5043	19	1	let	let	VERB
cana-5043	19	2	us	we	PRON
cana-5043	19	3	discuss	discuss	VERB
cana-5043	19	4	all	all	DET
cana-5043	19	5	the	the	DET
cana-5043	19	6	terms	term	NOUN
cana-5043	19	7	related	relate	VERB
cana-5043	19	8	to	to	ADP
cana-5043	19	9	paper	paper	NOUN
cana-5043	19	10	in	in	ADP
cana-5043	19	11	detail	detail	NOUN
cana-5043	19	12	:	:	PUNCT
cana-5043	19	13	innovative	innovative	ADJ
cana-5043	19	14	marketing	marketing	NOUN
cana-5043	19	15	strategies	strategy	NOUN
cana-5043	19	16	mailto:drsahil24158@ctuniversity.in@gmail.com	mailto:drsahil24158@ctuniversity.in@gmail.com	VERB
cana-5043	19	17	communications	communication	NOUN
cana-5043	19	18	on	on	ADP
cana-5043	19	19	applied	apply	VERB
cana-5043	19	20	nonlinear	nonlinear	ADJ
cana-5043	19	21	analysis	analysis	NOUN
cana-5043	19	22	issn	issn	NOUN
cana-5043	19	23	:	:	PUNCT
cana-5043	19	24	1074	1074	NUM
cana-5043	19	25	-	-	PUNCT
cana-5043	19	26	133x	133x	NUM
cana-5043	19	27	vol	vol	NOUN
cana-5043	19	28	32	32	NUM
cana-5043	19	29	no	no	NOUN
cana-5043	19	30	.	.	PUNCT
cana-5043	20	1	icmasd	icmasd	NOUN
cana-5043	20	2	(	(	PUNCT
cana-5043	20	3	2025	2025	NUM
cana-5043	20	4	)	)	PUNCT
cana-5043	20	5	152	152	NUM
cana-5043	20	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	20	7	innovative	innovative	ADJ
cana-5043	20	8	marketing	marketing	NOUN
cana-5043	20	9	strategies	strategy	NOUN
cana-5043	20	10	simply	simply	ADV
cana-5043	20	11	means	mean	VERB
cana-5043	20	12	that	that	PRON
cana-5043	20	13	figure	figure	VERB
cana-5043	20	14	out	out	ADP
cana-5043	20	15	new	new	ADJ
cana-5043	20	16	methods	method	NOUN
cana-5043	20	17	through	through	ADP
cana-5043	20	18	which	which	PRON
cana-5043	20	19	businesses	business	NOUN
cana-5043	20	20	can	can	AUX
cana-5043	20	21	connect	connect	VERB
cana-5043	20	22	with	with	ADP
cana-5043	20	23	every	every	DET
cana-5043	20	24	person	person	NOUN
cana-5043	20	25	in	in	ADP
cana-5043	20	26	the	the	DET
cana-5043	20	27	market	market	NOUN
cana-5043	20	28	whom	whom	PRON
cana-5043	20	29	they	they	PRON
cana-5043	20	30	want	want	VERB
cana-5043	20	31	to	to	PART
cana-5043	20	32	sell	sell	VERB
cana-5043	20	33	their	their	PRON
cana-5043	20	34	products	product	NOUN
cana-5043	20	35	.	.	PUNCT
cana-5043	21	1	nowadays	nowadays	ADV
cana-5043	21	2	in	in	ADP
cana-5043	21	3	the	the	DET
cana-5043	21	4	era	era	NOUN
cana-5043	21	5	of	of	ADP
cana-5043	21	6	technology	technology	NOUN
cana-5043	21	7	,	,	PUNCT
cana-5043	21	8	companies	company	NOUN
cana-5043	21	9	implementing	implement	VERB
cana-5043	21	10	the	the	DET
cana-5043	21	11	marketing	marketing	NOUN
cana-5043	21	12	strategies	strategy	NOUN
cana-5043	21	13	with	with	ADP
cana-5043	21	14	the	the	DET
cana-5043	21	15	help	help	NOUN
cana-5043	21	16	of	of	ADP
cana-5043	21	17	internet	internet	NOUN
cana-5043	21	18	.	.	PUNCT
cana-5043	22	1	as	as	SCONJ
cana-5043	22	2	we	we	PRON
cana-5043	22	3	already	already	ADV
cana-5043	22	4	discussed	discuss	VERB
cana-5043	22	5	various	various	ADJ
cana-5043	22	6	social	social	ADJ
cana-5043	22	7	networking	network	VERB
cana-5043	22	8	sites	site	NOUN
cana-5043	22	9	are	be	AUX
cana-5043	22	10	available	available	ADJ
cana-5043	22	11	on	on	ADP
cana-5043	22	12	which	which	DET
cana-5043	22	13	business	business	NOUN
cana-5043	22	14	are	be	AUX
cana-5043	22	15	working	work	VERB
cana-5043	22	16	and	and	CCONJ
cana-5043	22	17	use	use	VERB
cana-5043	22	18	these	these	DET
cana-5043	22	19	sites	site	NOUN
cana-5043	22	20	very	very	ADV
cana-5043	22	21	deeply	deeply	ADV
cana-5043	22	22	.	.	PUNCT
cana-5043	23	1	we	we	PRON
cana-5043	23	2	also	also	ADV
cana-5043	23	3	experience	experience	VERB
cana-5043	23	4	these	these	DET
cana-5043	23	5	strategies	strategy	NOUN
cana-5043	23	6	on	on	ADP
cana-5043	23	7	internet	internet	NOUN
cana-5043	23	8	through	through	ADP
cana-5043	23	9	social	social	ADJ
cana-5043	23	10	media	medium	NOUN
cana-5043	23	11	like	like	ADP
cana-5043	23	12	instagram	instagram	PROPN
cana-5043	23	13	we	we	PRON
cana-5043	23	14	see	see	VERB
cana-5043	23	15	various	various	ADJ
cana-5043	23	16	ads	ad	NOUN
cana-5043	23	17	.	.	PUNCT
cana-5043	24	1	while	while	SCONJ
cana-5043	24	2	watching	watch	VERB
cana-5043	24	3	you	you	PRON
cana-5043	24	4	tube	tube	NOUN
cana-5043	24	5	videos	video	NOUN
cana-5043	24	6	during	during	ADP
cana-5043	24	7	also	also	ADV
cana-5043	24	8	we	we	PRON
cana-5043	24	9	see	see	VERB
cana-5043	24	10	various	various	ADJ
cana-5043	24	11	ads	ad	NOUN
cana-5043	24	12	,	,	PUNCT
cana-5043	24	13	all	all	DET
cana-5043	24	14	these	these	PRON
cana-5043	24	15	are	be	AUX
cana-5043	24	16	the	the	DET
cana-5043	24	17	core	core	ADJ
cana-5043	24	18	part	part	NOUN
cana-5043	24	19	strategies	strategy	NOUN
cana-5043	24	20	.	.	PUNCT
cana-5043	25	1	ultimately	ultimately	ADV
cana-5043	25	2	companies	company	NOUN
cana-5043	25	3	have	have	VERB
cana-5043	25	4	to	to	PART
cana-5043	25	5	focus	focus	VERB
cana-5043	25	6	on	on	ADP
cana-5043	25	7	the	the	DET
cana-5043	25	8	different	different	ADJ
cana-5043	25	9	ways	way	NOUN
cana-5043	25	10	to	to	ADP
cana-5043	25	11	communication	communication	NOUN
cana-5043	25	12	with	with	ADP
cana-5043	25	13	consumers	consumer	NOUN
cana-5043	25	14	that	that	PRON
cana-5043	25	15	helps	help	VERB
cana-5043	25	16	to	to	PART
cana-5043	25	17	analyze	analyze	VERB
cana-5043	25	18	the	the	DET
cana-5043	25	19	needs	need	NOUN
cana-5043	25	20	of	of	ADP
cana-5043	25	21	consumers	consumer	NOUN
cana-5043	25	22	.	.	PUNCT
cana-5043	26	1	social	social	ADJ
cana-5043	26	2	commerce	commerce	PROPN
cana-5043	26	3	(	(	PUNCT
cana-5043	26	4	s	s	NOUN
cana-5043	26	5	-	-	PUNCT
cana-5043	26	6	commerce	commerce	NOUN
cana-5043	26	7	)	)	PUNCT
cana-5043	26	8	social	social	ADJ
cana-5043	26	9	commerce	commerce	NOUN
cana-5043	26	10	generally	generally	ADV
cana-5043	26	11	known	know	VERB
cana-5043	26	12	as	as	ADP
cana-5043	26	13	s	s	NOUN
cana-5043	26	14	-	-	PUNCT
cana-5043	26	15	commerce	commerce	NOUN
cana-5043	26	16	is	be	AUX
cana-5043	26	17	very	very	ADV
cana-5043	26	18	popular	popular	ADJ
cana-5043	26	19	.	.	PUNCT
cana-5043	27	1	this	this	PRON
cana-5043	27	2	is	be	AUX
cana-5043	27	3	a	a	DET
cana-5043	27	4	part	part	NOUN
cana-5043	27	5	of	of	ADP
cana-5043	27	6	e	e	NOUN
cana-5043	27	7	-	-	NOUN
cana-5043	27	8	commerce	commerce	NOUN
cana-5043	27	9	.	.	PUNCT
cana-5043	28	1	s	s	PROPN
cana-5043	28	2	-	-	PUNCT
cana-5043	28	3	commerce	commerce	NOUN
cana-5043	28	4	term	term	NOUN
cana-5043	28	5	initially	initially	ADV
cana-5043	28	6	put	put	VERB
cana-5043	28	7	forward	forward	ADV
cana-5043	28	8	by	by	ADP
cana-5043	28	9	yahoo	yahoo	PROPN
cana-5043	28	10	in	in	ADP
cana-5043	28	11	2005.social	2005.social	ADJ
cana-5043	28	12	commerce	commerce	NOUN
cana-5043	28	13	can	can	AUX
cana-5043	28	14	be	be	AUX
cana-5043	28	15	defined	define	VERB
cana-5043	28	16	as	as	ADP
cana-5043	28	17	the	the	DET
cana-5043	28	18	application	application	NOUN
cana-5043	28	19	of	of	ADP
cana-5043	28	20	word	word	NOUN
cana-5043	28	21	-	-	PUNCT
cana-5043	28	22	of	of	ADP
cana-5043	28	23	-	-	PUNCT
cana-5043	28	24	mouth	mouth	NOUN
cana-5043	28	25	to	to	ADP
cana-5043	28	26	e	e	NOUN
cana-5043	28	27	-	-	NOUN
cana-5043	28	28	commerce	commerce	NOUN
cana-5043	28	29	(	(	PUNCT
cana-5043	28	30	dennison	dennison	PROPN
cana-5043	28	31	et	et	PROPN
cana-5043	28	32	al	al	PROPN
cana-5043	28	33	.	.	PROPN
cana-5043	28	34	2009	2009	NUM
cana-5043	28	35	)	)	PUNCT
cana-5043	28	36	.	.	PUNCT
cana-5043	29	1	s	s	X
cana-5043	29	2	-	-	PUNCT
cana-5043	29	3	commerce	commerce	NOUN
cana-5043	29	4	is	be	AUX
cana-5043	29	5	a	a	DET
cana-5043	29	6	comprehensive	comprehensive	NOUN
cana-5043	29	7	that	that	PRON
cana-5043	29	8	is	be	AUX
cana-5043	29	9	used	use	VERB
cana-5043	29	10	over	over	ADP
cana-5043	29	11	internet	internet	NOUN
cana-5043	29	12	market	market	NOUN
cana-5043	29	13	.	.	PUNCT
cana-5043	30	1	under	under	ADP
cana-5043	30	2	s	s	NOUN
cana-5043	30	3	-	-	PUNCT
cana-5043	30	4	commerce	commerce	NOUN
cana-5043	30	5	the	the	DET
cana-5043	30	6	role	role	NOUN
cana-5043	30	7	of	of	ADP
cana-5043	30	8	social	social	ADJ
cana-5043	30	9	media	medium	NOUN
cana-5043	30	10	sites	site	NOUN
cana-5043	30	11	is	be	AUX
cana-5043	30	12	very	very	ADV
cana-5043	30	13	important	important	ADJ
cana-5043	30	14	and	and	CCONJ
cana-5043	30	15	crucial	crucial	ADJ
cana-5043	30	16	because	because	SCONJ
cana-5043	30	17	these	these	PRON
cana-5043	30	18	are	be	AUX
cana-5043	30	19	the	the	DET
cana-5043	30	20	main	main	ADJ
cana-5043	30	21	leadings	leading	NOUN
cana-5043	30	22	of	of	ADP
cana-5043	30	23	various	various	ADJ
cana-5043	30	24	activities	activity	NOUN
cana-5043	30	25	.	.	PUNCT
cana-5043	31	1	to	to	PART
cana-5043	31	2	summarize	summarize	VERB
cana-5043	31	3	,	,	PUNCT
cana-5043	31	4	the	the	DET
cana-5043	31	5	meaning	meaning	NOUN
cana-5043	31	6	of	of	ADP
cana-5043	31	7	social	social	ADJ
cana-5043	31	8	commerce	commerce	NOUN
cana-5043	31	9	is	be	AUX
cana-5043	31	10	essentially	essentially	ADV
cana-5043	31	11	a	a	DET
cana-5043	31	12	combination	combination	NOUN
cana-5043	31	13	of	of	ADP
cana-5043	31	14	interactions	interaction	NOUN
cana-5043	31	15	with	with	ADP
cana-5043	31	16	various	various	ADJ
cana-5043	31	17	communities	community	NOUN
cana-5043	31	18	,	,	PUNCT
cana-5043	31	19	understanding	understand	VERB
cana-5043	31	20	commercial	commercial	ADJ
cana-5043	31	21	routes	route	NOUN
cana-5043	31	22	,	,	PUNCT
cana-5043	31	23	and	and	CCONJ
cana-5043	31	24	engaging	engage	VERB
cana-5043	31	25	with	with	ADP
cana-5043	31	26	different	different	ADJ
cana-5043	31	27	social	social	ADJ
cana-5043	31	28	media	medium	NOUN
cana-5043	31	29	sites	site	NOUN
cana-5043	31	30	so	so	ADV
cana-5043	31	31	,	,	PUNCT
cana-5043	31	32	scommerce	scommerce	NOUN
cana-5043	31	33	is	be	AUX
cana-5043	31	34	place	place	NOUN
cana-5043	31	35	where	where	SCONJ
cana-5043	31	36	different	different	ADJ
cana-5043	31	37	communities	community	NOUN
cana-5043	31	38	can	can	AUX
cana-5043	31	39	interact	interact	VERB
cana-5043	31	40	and	and	CCONJ
cana-5043	31	41	share	share	VERB
cana-5043	31	42	their	their	PRON
cana-5043	31	43	point	point	NOUN
cana-5043	31	44	of	of	ADP
cana-5043	31	45	views	view	NOUN
cana-5043	31	46	(	(	PUNCT
cana-5043	31	47	tingpeng	tingpeng	PROPN
cana-5043	31	48	liang	liang	PROPN
cana-5043	31	49	et	et	PROPN
cana-5043	31	50	al	al	PROPN
cana-5043	31	51	.	.	PROPN
cana-5043	31	52	2011	2011	NUM
cana-5043	31	53	)	)	PUNCT
cana-5043	31	54	.	.	PUNCT
cana-5043	32	1	it	it	PRON
cana-5043	32	2	is	be	AUX
cana-5043	32	3	an	an	DET
cana-5043	32	4	interdisciplinary	interdisciplinary	ADJ
cana-5043	32	5	model	model	NOUN
cana-5043	32	6	which	which	PRON
cana-5043	32	7	includes	include	VERB
cana-5043	32	8	vast	vast	ADJ
cana-5043	32	9	areas	area	NOUN
cana-5043	32	10	like	like	ADP
cana-5043	32	11	market	market	NOUN
cana-5043	32	12	models	model	NOUN
cana-5043	32	13	,	,	PUNCT
cana-5043	32	14	consumer	consumer	NOUN
cana-5043	32	15	behavior	behavior	NOUN
cana-5043	32	16	,	,	PUNCT
cana-5043	32	17	market	market	NOUN
cana-5043	32	18	research	research	NOUN
cana-5043	32	19	,	,	PUNCT
cana-5043	32	20	financial	financial	ADJ
cana-5043	32	21	activities	activity	NOUN
cana-5043	32	22	and	and	CCONJ
cana-5043	32	23	many	many	ADJ
cana-5043	32	24	more	more	ADJ
cana-5043	32	25	.	.	PUNCT
cana-5043	33	1	sociable	sociable	ADJ
cana-5043	33	2	exercises	exercise	NOUN
cana-5043	33	3	may	may	AUX
cana-5043	33	4	include	include	VERB
cana-5043	33	5	people	people	NOUN
cana-5043	33	6	are	be	AUX
cana-5043	33	7	imparting	impart	VERB
cana-5043	33	8	their	their	PRON
cana-5043	33	9	day	day	NOUN
cana-5043	33	10	to	to	ADP
cana-5043	33	11	day	day	NOUN
cana-5043	33	12	activities	activity	NOUN
cana-5043	33	13	,	,	PUNCT
cana-5043	33	14	their	their	PRON
cana-5043	33	15	ideas	idea	NOUN
cana-5043	33	16	,	,	PUNCT
cana-5043	33	17	post	post	VERB
cana-5043	33	18	their	their	PRON
cana-5043	33	19	personal	personal	ADJ
cana-5043	33	20	life	life	NOUN
cana-5043	33	21	on	on	ADP
cana-5043	33	22	social	social	ADJ
cana-5043	33	23	media	medium	NOUN
cana-5043	33	24	to	to	PART
cana-5043	33	25	connect	connect	VERB
cana-5043	33	26	with	with	ADP
cana-5043	33	27	public	public	NOUN
cana-5043	33	28	and	and	CCONJ
cana-5043	33	29	explore	explore	VERB
cana-5043	33	30	the	the	DET
cana-5043	33	31	things	thing	NOUN
cana-5043	33	32	.	.	PUNCT
cana-5043	34	1	financial	financial	ADJ
cana-5043	34	2	frauds	fraud	NOUN
cana-5043	34	3	here	here	ADV
cana-5043	34	4	we	we	PRON
cana-5043	34	5	are	be	AUX
cana-5043	34	6	discussing	discuss	VERB
cana-5043	34	7	about	about	ADP
cana-5043	34	8	the	the	DET
cana-5043	34	9	financial	financial	ADJ
cana-5043	34	10	frauds	fraud	NOUN
cana-5043	34	11	which	which	PRON
cana-5043	34	12	the	the	DET
cana-5043	34	13	customers	customer	NOUN
cana-5043	34	14	may	may	AUX
cana-5043	34	15	face	face	VERB
cana-5043	34	16	at	at	ADP
cana-5043	34	17	online	online	ADJ
cana-5043	34	18	market	market	NOUN
cana-5043	34	19	.	.	PUNCT
cana-5043	35	1	risk	risk	NOUN
cana-5043	35	2	which	which	PRON
cana-5043	35	3	may	may	AUX
cana-5043	35	4	cause	cause	VERB
cana-5043	35	5	the	the	DET
cana-5043	35	6	non	non	NOUN
cana-5043	35	7	-	-	NOUN
cana-5043	35	8	delivery	delivery	NOUN
cana-5043	35	9	of	of	ADP
cana-5043	35	10	products	product	NOUN
cana-5043	35	11	or	or	CCONJ
cana-5043	35	12	services	service	NOUN
cana-5043	35	13	even	even	ADV
cana-5043	35	14	after	after	SCONJ
cana-5043	35	15	the	the	DET
cana-5043	35	16	pre	pre	NOUN
cana-5043	35	17	-	-	NOUN
cana-5043	35	18	payment	payment	NOUN
cana-5043	35	19	are	be	AUX
cana-5043	35	20	generally	generally	ADV
cana-5043	35	21	denoted	denote	VERB
cana-5043	35	22	as	as	ADP
cana-5043	35	23	financial	financial	ADJ
cana-5043	35	24	frauds	fraud	NOUN
cana-5043	35	25	.	.	PUNCT
cana-5043	36	1	financial	financial	ADJ
cana-5043	36	2	frauds	fraud	NOUN
cana-5043	36	3	directly	directly	ADV
cana-5043	36	4	related	relate	VERB
cana-5043	36	5	to	to	ADP
cana-5043	36	6	online	online	ADJ
cana-5043	36	7	payments	payment	NOUN
cana-5043	36	8	which	which	PRON
cana-5043	36	9	people	people	NOUN
cana-5043	36	10	can	can	AUX
cana-5043	36	11	done	do	VERB
cana-5043	36	12	and	and	CCONJ
cana-5043	36	13	later	later	ADV
cana-5043	36	14	they	they	PRON
cana-5043	36	15	do	do	AUX
cana-5043	36	16	not	not	PART
cana-5043	36	17	receive	receive	VERB
cana-5043	36	18	the	the	DET
cana-5043	36	19	product	product	NOUN
cana-5043	36	20	or	or	CCONJ
cana-5043	36	21	services	service	NOUN
cana-5043	36	22	.	.	PUNCT
cana-5043	37	1	there	there	PRON
cana-5043	37	2	are	be	VERB
cana-5043	37	3	different	different	ADJ
cana-5043	37	4	financial	financial	ADJ
cana-5043	37	5	fraudulent	fraudulent	ADJ
cana-5043	37	6	activities	activity	NOUN
cana-5043	37	7	through	through	ADP
cana-5043	37	8	which	which	PRON
cana-5043	37	9	consumers	consumer	NOUN
cana-5043	37	10	may	may	AUX
cana-5043	37	11	suffer	suffer	VERB
cana-5043	37	12	.	.	PUNCT
cana-5043	38	1	sometimes	sometimes	ADV
cana-5043	38	2	fake	fake	ADJ
cana-5043	38	3	websites	website	NOUN
cana-5043	38	4	are	be	AUX
cana-5043	38	5	created	create	VERB
cana-5043	38	6	by	by	ADP
cana-5043	38	7	some	some	DET
cana-5043	38	8	people	people	NOUN
cana-5043	38	9	and	and	CCONJ
cana-5043	38	10	may	may	AUX
cana-5043	38	11	attack	attack	VERB
cana-5043	38	12	on	on	ADP
cana-5043	38	13	consumers	consumer	NOUN
cana-5043	38	14	.	.	PUNCT
cana-5043	39	1	sometimes	sometimes	ADV
cana-5043	39	2	,	,	PUNCT
cana-5043	39	3	fake	fake	ADJ
cana-5043	39	4	phone	phone	NOUN
cana-5043	39	5	calls	call	NOUN
cana-5043	39	6	are	be	AUX
cana-5043	39	7	made	make	VERB
cana-5043	39	8	to	to	ADP
cana-5043	39	9	consumers	consumer	NOUN
cana-5043	39	10	claiming	claim	VERB
cana-5043	39	11	they	they	PRON
cana-5043	39	12	have	have	AUX
cana-5043	39	13	won	win	VERB
cana-5043	39	14	a	a	DET
cana-5043	39	15	lottery	lottery	NOUN
cana-5043	39	16	.	.	PUNCT
cana-5043	40	1	to	to	PART
cana-5043	40	2	receive	receive	VERB
cana-5043	40	3	the	the	DET
cana-5043	40	4	lottery	lottery	NOUN
cana-5043	40	5	prize	prize	NOUN
cana-5043	40	6	,	,	PUNCT
cana-5043	40	7	they	they	PRON
cana-5043	40	8	are	be	AUX
cana-5043	40	9	asked	ask	VERB
cana-5043	40	10	to	to	PART
cana-5043	40	11	deposit	deposit	VERB
cana-5043	40	12	a	a	DET
cana-5043	40	13	certain	certain	ADJ
cana-5043	40	14	amount	amount	NOUN
cana-5043	40	15	into	into	ADP
cana-5043	40	16	the	the	DET
cana-5043	40	17	caller	caller	NOUN
cana-5043	40	18	's	's	PART
cana-5043	40	19	account	account	NOUN
cana-5043	40	20	.	.	PUNCT
cana-5043	41	1	this	this	PRON
cana-5043	41	2	is	be	AUX
cana-5043	41	3	also	also	ADV
cana-5043	41	4	considered	consider	VERB
cana-5043	41	5	a	a	DET
cana-5043	41	6	financial	financial	ADJ
cana-5043	41	7	fraud	fraud	NOUN
cana-5043	41	8	.	.	PUNCT
cana-5043	42	1	rahim	rahim	PROPN
cana-5043	42	2	tariq	tariq	PROPN
cana-5043	42	3	and	and	CCONJ
cana-5043	42	4	hussain	hussain	PROPN
cana-5043	42	5	mumtaz	mumtaz	PROPN
cana-5043	42	6	(	(	PUNCT
cana-5043	42	7	2019	2019	NUM
cana-5043	42	8	)	)	PUNCT
cana-5043	42	9	discussed	discuss	VERB
cana-5043	42	10	the	the	DET
cana-5043	42	11	various	various	ADJ
cana-5043	42	12	categories	category	NOUN
cana-5043	42	13	of	of	ADP
cana-5043	42	14	social	social	ADJ
cana-5043	42	15	media	medium	NOUN
cana-5043	42	16	cybercrimes	cybercrime	NOUN
cana-5043	42	17	as	as	ADP
cana-5043	42	18	per	per	ADP
cana-5043	42	19	the	the	DET
cana-5043	42	20	report	report	NOUN
cana-5043	42	21	of	of	ADP
cana-5043	42	22	national	national	ADJ
cana-5043	42	23	white	white	PROPN
cana-5043	42	24	collar	collar	PROPN
cana-5043	42	25	crime	crime	NOUN
cana-5043	42	26	centre	centre	NOUN
cana-5043	42	27	(	(	PUNCT
cana-5043	42	28	nw3c	nw3c	PROPN
cana-5043	42	29	):	):	PUNCT
cana-5043	42	30	(	(	PUNCT
cana-5043	42	31	a	a	X
cana-5043	42	32	)	)	PUNCT
cana-5043	42	33	cyber	cyber	NOUN
cana-5043	42	34	casing	casing	NOUN
cana-5043	42	35	:	:	PUNCT
cana-5043	42	36	this	this	PRON
cana-5043	42	37	is	be	AUX
cana-5043	42	38	used	use	VERB
cana-5043	42	39	by	by	ADP
cana-5043	42	40	criminals	criminal	NOUN
cana-5043	42	41	,	,	PUNCT
cana-5043	42	42	under	under	ADP
cana-5043	42	43	this	this	DET
cana-5043	42	44	criminals	criminal	NOUN
cana-5043	42	45	generates	generate	VERB
cana-5043	42	46	a	a	DET
cana-5043	42	47	fake	fake	ADJ
cana-5043	42	48	location	location	NOUN
cana-5043	42	49	with	with	ADP
cana-5043	42	50	the	the	DET
cana-5043	42	51	help	help	NOUN
cana-5043	42	52	of	of	ADP
cana-5043	42	53	online	online	ADJ
cana-5043	42	54	sources	source	NOUN
cana-5043	42	55	.	.	PUNCT
cana-5043	43	1	(	(	PUNCT
cana-5043	43	2	b	b	X
cana-5043	43	3	)	)	PUNCT
cana-5043	43	4	identity	identity	NOUN
cana-5043	43	5	theft	theft	NOUN
cana-5043	43	6	:	:	PUNCT
cana-5043	43	7	here	here	ADV
cana-5043	43	8	criminals	criminal	NOUN
cana-5043	43	9	use	use	VERB
cana-5043	43	10	the	the	DET
cana-5043	43	11	confidential	confidential	ADJ
cana-5043	43	12	data	datum	NOUN
cana-5043	43	13	of	of	ADP
cana-5043	43	14	peoples	people	NOUN
cana-5043	43	15	without	without	ADP
cana-5043	43	16	their	their	PRON
cana-5043	43	17	consent	consent	NOUN
cana-5043	43	18	and	and	CCONJ
cana-5043	43	19	target	target	VERB
cana-5043	43	20	them	they	PRON
cana-5043	43	21	.	.	PUNCT
cana-5043	44	1	(	(	PUNCT
cana-5043	44	2	c	c	X
cana-5043	44	3	)	)	PUNCT
cana-5043	44	4	burglary	burglary	NOUN
cana-5043	44	5	via	via	ADP
cana-5043	44	6	social	social	ADJ
cana-5043	44	7	web	web	NOUN
cana-5043	44	8	:	:	PUNCT
cana-5043	44	9	under	under	ADP
cana-5043	44	10	this	this	DET
cana-5043	44	11	category	category	NOUN
cana-5043	44	12	criminals	criminal	NOUN
cana-5043	44	13	intentionally	intentionally	ADV
cana-5043	44	14	find	find	VERB
cana-5043	44	15	the	the	DET
cana-5043	44	16	accounts	account	NOUN
cana-5043	44	17	on	on	ADP
cana-5043	44	18	social	social	ADJ
cana-5043	44	19	media	medium	NOUN
cana-5043	44	20	.	.	PUNCT
cana-5043	45	1	they	they	PRON
cana-5043	45	2	check	check	VERB
cana-5043	45	3	on	on	ADP
cana-5043	45	4	the	the	DET
cana-5043	45	5	core	core	NOUN
cana-5043	45	6	activities	activity	NOUN
cana-5043	45	7	of	of	ADP
cana-5043	45	8	account	account	NOUN
cana-5043	45	9	holders	holder	NOUN
cana-5043	45	10	and	and	CCONJ
cana-5043	45	11	target	target	VERB
cana-5043	45	12	them	they	PRON
cana-5043	45	13	.	.	PUNCT
cana-5043	46	1	communications	communication	NOUN
cana-5043	46	2	on	on	ADP
cana-5043	46	3	applied	apply	VERB
cana-5043	46	4	nonlinear	nonlinear	ADJ
cana-5043	46	5	analysis	analysis	NOUN
cana-5043	46	6	issn	issn	NOUN
cana-5043	46	7	:	:	PUNCT
cana-5043	46	8	1074	1074	NUM
cana-5043	46	9	-	-	PUNCT
cana-5043	46	10	133x	133x	NUM
cana-5043	46	11	vol	vol	NOUN
cana-5043	46	12	32	32	NUM
cana-5043	46	13	no	no	NOUN
cana-5043	46	14	.	.	PUNCT
cana-5043	47	1	icmasd	icmasd	NOUN
cana-5043	47	2	(	(	PUNCT
cana-5043	47	3	2025	2025	NUM
cana-5043	47	4	)	)	PUNCT
cana-5043	47	5	153	153	NUM
cana-5043	47	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	47	7	(	(	PUNCT
cana-5043	47	8	d	d	NOUN
cana-5043	47	9	)	)	PUNCT
cana-5043	47	10	malware	malware	NOUN
cana-5043	47	11	:	:	PUNCT
cana-5043	47	12	it	it	PRON
cana-5043	47	13	is	be	AUX
cana-5043	47	14	basically	basically	ADV
cana-5043	47	15	software	software	NOUN
cana-5043	47	16	generated	generate	VERB
cana-5043	47	17	by	by	ADP
cana-5043	47	18	criminals	criminal	NOUN
cana-5043	47	19	to	to	PART
cana-5043	47	20	steal	steal	VERB
cana-5043	47	21	the	the	DET
cana-5043	47	22	confidential	confidential	ADJ
cana-5043	47	23	information	information	NOUN
cana-5043	47	24	of	of	ADP
cana-5043	47	25	companies	company	NOUN
cana-5043	47	26	,	,	PUNCT
cana-5043	47	27	people	people	NOUN
cana-5043	47	28	,	,	PUNCT
cana-5043	47	29	and	and	CCONJ
cana-5043	47	30	clients	client	NOUN
cana-5043	47	31	.	.	PUNCT
cana-5043	48	1	under	under	ADP
cana-5043	48	2	this	this	DET
cana-5043	48	3	software	software	NOUN
cana-5043	48	4	is	be	AUX
cana-5043	48	5	generated	generate	VERB
cana-5043	48	6	like	like	ADP
cana-5043	48	7	that	that	PRON
cana-5043	48	8	it	it	PRON
cana-5043	48	9	hack	hack	VERB
cana-5043	48	10	the	the	DET
cana-5043	48	11	system	system	NOUN
cana-5043	48	12	of	of	ADP
cana-5043	48	13	target	target	NOUN
cana-5043	48	14	ones	one	NOUN
cana-5043	48	15	.	.	PUNCT
cana-5043	49	1	(	(	PUNCT
cana-5043	49	2	e	e	NOUN
cana-5043	49	3	)	)	PUNCT
cana-5043	49	4	social	social	ADJ
cana-5043	49	5	phishing	phishing	NOUN
cana-5043	49	6	:	:	PUNCT
cana-5043	49	7	under	under	ADP
cana-5043	49	8	this	this	DET
cana-5043	49	9	category	category	NOUN
cana-5043	49	10	usually	usually	ADV
cana-5043	49	11	criminals	criminal	NOUN
cana-5043	49	12	deliberately	deliberately	ADV
cana-5043	49	13	win	win	VERB
cana-5043	49	14	the	the	DET
cana-5043	49	15	trust	trust	NOUN
cana-5043	49	16	of	of	ADP
cana-5043	49	17	peoples	people	NOUN
cana-5043	49	18	and	and	CCONJ
cana-5043	49	19	attack	attack	VERB
cana-5043	49	20	them	they	PRON
cana-5043	49	21	,	,	PUNCT
cana-5043	49	22	aim	aim	VERB
cana-5043	49	23	on	on	ADP
cana-5043	49	24	peoples	people	NOUN
cana-5043	49	25	to	to	PART
cana-5043	49	26	get	get	VERB
cana-5043	49	27	their	their	PRON
cana-5043	49	28	personal	personal	ADJ
cana-5043	49	29	information	information	NOUN
cana-5043	49	30	.	.	PUNCT
cana-5043	50	1	review	review	NOUN
cana-5043	50	2	of	of	ADP
cana-5043	50	3	literature	literature	NOUN
cana-5043	50	4	to	to	PART
cana-5043	50	5	understand	understand	VERB
cana-5043	50	6	the	the	DET
cana-5043	50	7	concept	concept	NOUN
cana-5043	50	8	of	of	ADP
cana-5043	50	9	online	online	ADJ
cana-5043	50	10	market	market	NOUN
cana-5043	50	11	,	,	PUNCT
cana-5043	50	12	market	market	NOUN
cana-5043	50	13	strategies	strategy	NOUN
cana-5043	50	14	,	,	PUNCT
cana-5043	50	15	s	s	NOUN
cana-5043	50	16	-	-	PUNCT
cana-5043	50	17	commerce	commerce	NOUN
cana-5043	50	18	,	,	PUNCT
cana-5043	50	19	financial	financial	ADJ
cana-5043	50	20	frauds	fraud	NOUN
cana-5043	50	21	various	various	ADJ
cana-5043	50	22	studies	study	NOUN
cana-5043	50	23	are	be	AUX
cana-5043	50	24	scrutinized	scrutinize	VERB
cana-5043	50	25	.	.	PUNCT
cana-5043	51	1	as	as	SCONJ
cana-5043	51	2	these	these	DET
cana-5043	51	3	studies	study	NOUN
cana-5043	51	4	provide	provide	VERB
cana-5043	51	5	us	we	PRON
cana-5043	51	6	the	the	DET
cana-5043	51	7	detailed	detailed	ADJ
cana-5043	51	8	view	view	NOUN
cana-5043	51	9	of	of	ADP
cana-5043	51	10	s	s	NOUN
cana-5043	51	11	-	-	NOUN
cana-5043	51	12	commerce	commerce	NOUN
cana-5043	51	13	.	.	PUNCT
cana-5043	52	1	below	below	ADV
cana-5043	52	2	are	be	AUX
cana-5043	52	3	the	the	DET
cana-5043	52	4	details	detail	NOUN
cana-5043	52	5	of	of	ADP
cana-5043	52	6	different	different	ADJ
cana-5043	52	7	paper	paper	NOUN
cana-5043	52	8	:	:	PUNCT
cana-5043	52	9	jamvitheelert	jamvitheelert	NOUN
cana-5043	52	10	phichayaporn	phichayaporn	PROPN
cana-5043	52	11	et	et	PROPN
cana-5043	52	12	al	al	PROPN
cana-5043	52	13	.	.	PROPN
cana-5043	53	1	(	(	PUNCT
cana-5043	53	2	2024	2024	NUM
cana-5043	53	3	)	)	PUNCT
cana-5043	53	4	claimed	claim	VERB
cana-5043	53	5	that	that	SCONJ
cana-5043	53	6	with	with	ADP
cana-5043	53	7	the	the	DET
cana-5043	53	8	emergence	emergence	NOUN
cana-5043	53	9	of	of	ADP
cana-5043	53	10	e	e	NOUN
cana-5043	53	11	-	-	NOUN
cana-5043	53	12	commerce	commerce	NOUN
cana-5043	53	13	market	market	NOUN
cana-5043	53	14	view	view	NOUN
cana-5043	53	15	of	of	ADP
cana-5043	53	16	buying	buying	NOUN
cana-5043	53	17	and	and	CCONJ
cana-5043	53	18	selling	selling	NOUN
cana-5043	53	19	of	of	ADP
cana-5043	53	20	goods	good	NOUN
cana-5043	53	21	and	and	CCONJ
cana-5043	53	22	services	service	NOUN
cana-5043	53	23	have	have	AUX
cana-5043	53	24	been	be	AUX
cana-5043	53	25	changed	change	VERB
cana-5043	53	26	.	.	PUNCT
cana-5043	54	1	with	with	ADP
cana-5043	54	2	this	this	DET
cana-5043	54	3	modification	modification	NOUN
cana-5043	54	4	patterns	pattern	NOUN
cana-5043	54	5	grievances	grievance	NOUN
cana-5043	54	6	and	and	CCONJ
cana-5043	54	7	scams	scam	NOUN
cana-5043	54	8	in	in	ADP
cana-5043	54	9	internet	internet	NOUN
cana-5043	54	10	transactions	transaction	NOUN
cana-5043	54	11	are	be	AUX
cana-5043	54	12	also	also	ADV
cana-5043	54	13	hiked	hike	VERB
cana-5043	54	14	.	.	PUNCT
cana-5043	55	1	researcher	researcher	NOUN
cana-5043	55	2	focus	focus	NOUN
cana-5043	55	3	on	on	ADP
cana-5043	55	4	thai	thai	PROPN
cana-5043	55	5	university	university	NOUN
cana-5043	55	6	's	's	PART
cana-5043	55	7	students	student	NOUN
cana-5043	55	8	how	how	SCONJ
cana-5043	55	9	they	they	PRON
cana-5043	55	10	are	be	AUX
cana-5043	55	11	influence	influence	NOUN
cana-5043	55	12	from	from	ADP
cana-5043	55	13	social	social	ADJ
cana-5043	55	14	commerce	commerce	NOUN
cana-5043	55	15	and	and	CCONJ
cana-5043	55	16	how	how	SCONJ
cana-5043	55	17	they	they	PRON
cana-5043	55	18	are	be	AUX
cana-5043	55	19	suffer	suffer	VERB
cana-5043	55	20	from	from	ADP
cana-5043	55	21	online	online	ADJ
cana-5043	55	22	financial	financial	ADJ
cana-5043	55	23	crimes	crime	NOUN
cana-5043	55	24	.	.	PUNCT
cana-5043	56	1	this	this	DET
cana-5043	56	2	study	study	NOUN
cana-5043	56	3	include	include	VERB
cana-5043	56	4	the	the	DET
cana-5043	56	5	data	datum	NOUN
cana-5043	56	6	in	in	ADP
cana-5043	56	7	which	which	PRON
cana-5043	56	8	analyzed	analyze	VERB
cana-5043	56	9	that	that	SCONJ
cana-5043	56	10	in	in	ADP
cana-5043	56	11	2021	2021	NUM
cana-5043	56	12	number	number	NOUN
cana-5043	56	13	of	of	ADP
cana-5043	56	14	cases	case	NOUN
cana-5043	56	15	are	be	AUX
cana-5043	56	16	filed	file	VERB
cana-5043	56	17	related	relate	VERB
cana-5043	56	18	to	to	ADP
cana-5043	56	19	non	non	ADJ
cana-5043	56	20	-	-	NOUN
cana-5043	56	21	delivery	delivery	NOUN
cana-5043	56	22	of	of	ADP
cana-5043	56	23	ordered	order	VERB
cana-5043	56	24	goods	good	NOUN
cana-5043	56	25	and	and	CCONJ
cana-5043	56	26	out	out	ADP
cana-5043	56	27	of	of	ADP
cana-5043	56	28	which	which	PRON
cana-5043	56	29	some	some	PRON
cana-5043	56	30	are	be	AUX
cana-5043	56	31	related	relate	VERB
cana-5043	56	32	to	to	ADP
cana-5043	56	33	delivery	delivery	NOUN
cana-5043	56	34	of	of	ADP
cana-5043	56	35	damaged	damage	VERB
cana-5043	56	36	goods	good	NOUN
cana-5043	56	37	.	.	PUNCT
cana-5043	57	1	at	at	ADP
cana-5043	57	2	the	the	DET
cana-5043	57	3	ends	end	NOUN
cana-5043	57	4	study	study	NOUN
cana-5043	57	5	defined	define	VERB
cana-5043	57	6	the	the	DET
cana-5043	57	7	relationship	relationship	NOUN
cana-5043	57	8	between	between	ADP
cana-5043	57	9	different	different	ADJ
cana-5043	57	10	variables	variable	NOUN
cana-5043	57	11	through	through	ADP
cana-5043	57	12	regression	regression	NOUN
cana-5043	57	13	and	and	CCONJ
cana-5043	57	14	corelation	corelation	NOUN
cana-5043	57	15	.	.	PUNCT
cana-5043	58	1	kolhe	kolhe	PROPN
cana-5043	58	2	durgeshwary	durgeshwary	NOUN
cana-5043	58	3	et	et	PROPN
cana-5043	58	4	al	al	PROPN
cana-5043	58	5	.	.	PROPN
cana-5043	59	1	(	(	PUNCT
cana-5043	59	2	2024	2024	NUM
cana-5043	59	3	)	)	PUNCT
cana-5043	59	4	in	in	ADP
cana-5043	59	5	their	their	PRON
cana-5043	59	6	study	study	NOUN
cana-5043	59	7	understanding	understanding	NOUN
cana-5043	59	8	of	of	ADP
cana-5043	59	9	financial	financial	ADJ
cana-5043	59	10	frauds	fraud	NOUN
cana-5043	59	11	and	and	CCONJ
cana-5043	59	12	factors	factor	NOUN
cana-5043	59	13	related	relate	VERB
cana-5043	59	14	to	to	ADP
cana-5043	59	15	it	it	PRON
cana-5043	59	16	are	be	AUX
cana-5043	59	17	discussed	discuss	VERB
cana-5043	59	18	.	.	PUNCT
cana-5043	60	1	these	these	DET
cana-5043	60	2	frauds	fraud	NOUN
cana-5043	60	3	have	have	VERB
cana-5043	60	4	negative	negative	ADJ
cana-5043	60	5	results	result	NOUN
cana-5043	60	6	and	and	CCONJ
cana-5043	60	7	affect	affect	VERB
cana-5043	60	8	the	the	DET
cana-5043	60	9	trust	trust	NOUN
cana-5043	60	10	of	of	ADP
cana-5043	60	11	economy	economy	NOUN
cana-5043	60	12	very	very	ADV
cana-5043	60	13	badly	badly	ADV
cana-5043	60	14	.	.	PUNCT
cana-5043	61	1	these	these	DET
cana-5043	61	2	frauds	fraud	NOUN
cana-5043	61	3	are	be	AUX
cana-5043	61	4	conducted	conduct	VERB
cana-5043	61	5	through	through	ADP
cana-5043	61	6	social	social	ADJ
cana-5043	61	7	network	network	NOUN
cana-5043	61	8	sites	site	NOUN
cana-5043	61	9	either	either	CCONJ
cana-5043	61	10	straight	straight	ADV
cana-5043	61	11	forward	forward	ADV
cana-5043	61	12	or	or	CCONJ
cana-5043	61	13	circuitously	circuitously	ADV
cana-5043	61	14	.	.	PUNCT
cana-5043	62	1	most	most	ADJ
cana-5043	62	2	of	of	ADP
cana-5043	62	3	fraudulent	fraudulent	ADJ
cana-5043	62	4	activities	activity	NOUN
cana-5043	62	5	are	be	AUX
cana-5043	62	6	aligned	align	VERB
cana-5043	62	7	by	by	ADP
cana-5043	62	8	winning	win	VERB
cana-5043	62	9	the	the	DET
cana-5043	62	10	trust	trust	NOUN
cana-5043	62	11	of	of	ADP
cana-5043	62	12	innocent	innocent	ADJ
cana-5043	62	13	public	public	NOUN
cana-5043	62	14	,	,	PUNCT
cana-5043	62	15	and	and	CCONJ
cana-5043	62	16	ask	ask	VERB
cana-5043	62	17	them	they	PRON
cana-5043	62	18	to	to	PART
cana-5043	62	19	click	click	VERB
cana-5043	62	20	on	on	ADP
cana-5043	62	21	malicious	malicious	ADJ
cana-5043	62	22	links	link	NOUN
cana-5043	62	23	or	or	CCONJ
cana-5043	62	24	try	try	VERB
cana-5043	62	25	to	to	PART
cana-5043	62	26	get	get	VERB
cana-5043	62	27	access	access	NOUN
cana-5043	62	28	of	of	ADP
cana-5043	62	29	their	their	PRON
cana-5043	62	30	personal	personal	ADJ
cana-5043	62	31	bank	bank	NOUN
cana-5043	62	32	accounts	account	NOUN
cana-5043	62	33	.	.	PUNCT
cana-5043	63	1	the	the	DET
cana-5043	63	2	paper	paper	NOUN
cana-5043	63	3	also	also	ADV
cana-5043	63	4	gave	give	VERB
cana-5043	63	5	strategies	strategy	NOUN
cana-5043	63	6	for	for	ADP
cana-5043	63	7	avoidance	avoidance	NOUN
cana-5043	63	8	and	and	CCONJ
cana-5043	63	9	identification	identification	NOUN
cana-5043	63	10	of	of	ADP
cana-5043	63	11	financial	financial	ADJ
cana-5043	63	12	frauds	fraud	NOUN
cana-5043	63	13	and	and	CCONJ
cana-5043	63	14	crimes	crime	NOUN
cana-5043	63	15	.	.	PUNCT
cana-5043	64	1	nadeak	nadeak	PROPN
cana-5043	64	2	thomas	thomas	PROPN
cana-5043	64	3	et	et	PROPN
cana-5043	64	4	al	al	PROPN
cana-5043	64	5	.	.	PROPN
cana-5043	64	6	(	(	PUNCT
cana-5043	64	7	2024	2024	NUM
cana-5043	64	8	)	)	PUNCT
cana-5043	64	9	discussed	discuss	VERB
cana-5043	64	10	the	the	DET
cana-5043	64	11	various	various	ADJ
cana-5043	64	12	market	market	NOUN
cana-5043	64	13	approaches	approach	NOUN
cana-5043	64	14	on	on	ADP
cana-5043	64	15	which	which	PRON
cana-5043	64	16	managers	manager	NOUN
cana-5043	64	17	have	have	VERB
cana-5043	64	18	to	to	PART
cana-5043	64	19	focus	focus	VERB
cana-5043	64	20	.	.	PUNCT
cana-5043	65	1	managers	manager	NOUN
cana-5043	65	2	have	have	VERB
cana-5043	65	3	to	to	PART
cana-5043	65	4	list	list	VERB
cana-5043	65	5	out	out	ADP
cana-5043	65	6	what	what	PRON
cana-5043	65	7	they	they	PRON
cana-5043	65	8	want	want	VERB
cana-5043	65	9	to	to	PART
cana-5043	65	10	earn	earn	VERB
cana-5043	65	11	and	and	CCONJ
cana-5043	65	12	in	in	ADP
cana-5043	65	13	which	which	PRON
cana-5043	65	14	online	online	ADJ
cana-5043	65	15	media	medium	NOUN
cana-5043	65	16	they	they	PRON
cana-5043	65	17	have	have	VERB
cana-5043	65	18	to	to	PART
cana-5043	65	19	spend	spend	VERB
cana-5043	65	20	.	.	PUNCT
cana-5043	66	1	collect	collect	VERB
cana-5043	66	2	data	datum	NOUN
cana-5043	66	3	from	from	ADP
cana-5043	66	4	global	global	ADJ
cana-5043	66	5	journals	journal	NOUN
cana-5043	66	6	available	available	ADJ
cana-5043	66	7	on	on	ADP
cana-5043	66	8	google	google	PROPN
cana-5043	66	9	scholar	scholar	NOUN
cana-5043	66	10	and	and	CCONJ
cana-5043	66	11	scopus	scopus	PROPN
cana-5043	66	12	database	database	NOUN
cana-5043	66	13	.	.	PUNCT
cana-5043	67	1	as	as	SCONJ
cana-5043	67	2	researcher	researcher	NOUN
cana-5043	67	3	said	say	VERB
cana-5043	67	4	one	one	NUM
cana-5043	67	5	of	of	ADP
cana-5043	67	6	the	the	DET
cana-5043	67	7	advanced	advanced	ADJ
cana-5043	67	8	marketing	marketing	NOUN
cana-5043	67	9	approaches	approach	NOUN
cana-5043	67	10	is	be	AUX
cana-5043	67	11	digital	digital	ADJ
cana-5043	67	12	platform	platform	NOUN
cana-5043	67	13	.	.	PUNCT
cana-5043	68	1	now	now	ADV
cana-5043	68	2	consumers	consumer	NOUN
cana-5043	68	3	use	use	VERB
cana-5043	68	4	the	the	DET
cana-5043	68	5	web	web	NOUN
cana-5043	68	6	2.0	2.0	NUM
cana-5043	68	7	in	in	ADP
cana-5043	68	8	place	place	NOUN
cana-5043	68	9	of	of	ADP
cana-5043	68	10	web	web	NOUN
cana-5043	68	11	1.0.this	1.0.this	PRON
cana-5043	68	12	conversion	conversion	NOUN
cana-5043	68	13	enable	enable	VERB
cana-5043	68	14	companies	company	NOUN
cana-5043	68	15	to	to	PART
cana-5043	68	16	opt	opt	VERB
cana-5043	68	17	the	the	DET
cana-5043	68	18	advanced	advanced	ADJ
cana-5043	68	19	market	market	NOUN
cana-5043	68	20	approach	approach	NOUN
cana-5043	68	21	.	.	PUNCT
cana-5043	69	1	these	these	DET
cana-5043	69	2	approaches	approach	NOUN
cana-5043	69	3	are	be	AUX
cana-5043	69	4	cost	cost	VERB
cana-5043	69	5	friendly	friendly	ADJ
cana-5043	69	6	and	and	CCONJ
cana-5043	69	7	allow	allow	VERB
cana-5043	69	8	companies	company	NOUN
cana-5043	69	9	to	to	PART
cana-5043	69	10	disseminate	disseminate	VERB
cana-5043	69	11	their	their	PRON
cana-5043	69	12	advertisement	advertisement	NOUN
cana-5043	69	13	of	of	ADP
cana-5043	69	14	products	product	NOUN
cana-5043	69	15	in	in	ADP
cana-5043	69	16	one	one	NUM
cana-5043	69	17	go	go	NOUN
cana-5043	69	18	.	.	PUNCT
cana-5043	70	1	at	at	ADP
cana-5043	70	2	the	the	DET
cana-5043	70	3	end	end	NOUN
cana-5043	70	4	,	,	PUNCT
cana-5043	70	5	the	the	DET
cana-5043	70	6	author	author	NOUN
cana-5043	70	7	also	also	ADV
cana-5043	70	8	provides	provide	VERB
cana-5043	70	9	advice	advice	NOUN
cana-5043	70	10	,	,	PUNCT
cana-5043	70	11	noting	note	VERB
cana-5043	70	12	that	that	SCONJ
cana-5043	70	13	companies	company	NOUN
cana-5043	70	14	must	must	AUX
cana-5043	70	15	invest	invest	VERB
cana-5043	70	16	in	in	ADP
cana-5043	70	17	coaching	coach	VERB
cana-5043	70	18	their	their	PRON
cana-5043	70	19	employees	employee	NOUN
cana-5043	70	20	to	to	PART
cana-5043	70	21	adopt	adopt	VERB
cana-5043	70	22	digital	digital	ADJ
cana-5043	70	23	skills	skill	NOUN
cana-5043	70	24	.	.	PUNCT
cana-5043	71	1	zhang	zhang	PROPN
cana-5043	71	2	et	et	PROPN
cana-5043	71	3	al	al	PROPN
cana-5043	71	4	.	.	PROPN
cana-5043	71	5	(	(	PUNCT
cana-5043	71	6	2023	2023	NUM
cana-5043	71	7	)	)	PUNCT
cana-5043	71	8	examine	examine	VERB
cana-5043	71	9	the	the	DET
cana-5043	71	10	role	role	NOUN
cana-5043	71	11	of	of	ADP
cana-5043	71	12	trust	trust	NOUN
cana-5043	71	13	and	and	CCONJ
cana-5043	71	14	security	security	NOUN
cana-5043	71	15	in	in	ADP
cana-5043	71	16	the	the	DET
cana-5043	71	17	development	development	NOUN
cana-5043	71	18	of	of	ADP
cana-5043	71	19	social	social	ADJ
cana-5043	71	20	commerce	commerce	NOUN
cana-5043	71	21	,	,	PUNCT
cana-5043	71	22	particularly	particularly	ADV
cana-5043	71	23	in	in	ADP
cana-5043	71	24	light	light	NOUN
cana-5043	71	25	of	of	ADP
cana-5043	71	26	increasing	increase	VERB
cana-5043	71	27	concerns	concern	NOUN
cana-5043	71	28	about	about	ADP
cana-5043	71	29	financial	financial	ADJ
cana-5043	71	30	fraud	fraud	NOUN
cana-5043	71	31	.	.	PUNCT
cana-5043	72	1	their	their	PRON
cana-5043	72	2	research	research	NOUN
cana-5043	72	3	underscores	underscore	VERB
cana-5043	72	4	how	how	SCONJ
cana-5043	72	5	consumer	consumer	NOUN
cana-5043	72	6	behavior	behavior	NOUN
cana-5043	72	7	has	have	AUX
cana-5043	72	8	shifted	shift	VERB
cana-5043	72	9	in	in	ADP
cana-5043	72	10	response	response	NOUN
cana-5043	72	11	to	to	ADP
cana-5043	72	12	the	the	DET
cana-5043	72	13	rising	rise	VERB
cana-5043	72	14	frequency	frequency	NOUN
cana-5043	72	15	of	of	ADP
cana-5043	72	16	fraud	fraud	NOUN
cana-5043	72	17	-	-	PUNCT
cana-5043	72	18	related	relate	VERB
cana-5043	72	19	incidents	incident	NOUN
cana-5043	72	20	,	,	PUNCT
cana-5043	72	21	such	such	ADJ
cana-5043	72	22	as	as	ADP
cana-5043	72	23	phishing	phishe	VERB
cana-5043	72	24	scams	scam	NOUN
cana-5043	72	25	and	and	CCONJ
cana-5043	72	26	identity	identity	NOUN
cana-5043	72	27	theft	theft	NOUN
cana-5043	72	28	.	.	PUNCT
cana-5043	73	1	researchers	researcher	NOUN
cana-5043	73	2	discuss	discuss	VERB
cana-5043	73	3	how	how	SCONJ
cana-5043	73	4	social	social	ADJ
cana-5043	73	5	commerce	commerce	NOUN
cana-5043	73	6	platforms	platform	NOUN
cana-5043	73	7	have	have	AUX
cana-5043	73	8	become	become	VERB
cana-5043	73	9	vulnerable	vulnerable	ADJ
cana-5043	73	10	to	to	ADP
cana-5043	73	11	these	these	DET
cana-5043	73	12	risks	risk	NOUN
cana-5043	73	13	,	,	PUNCT
cana-5043	73	14	which	which	PRON
cana-5043	73	15	significantly	significantly	ADV
cana-5043	73	16	affect	affect	VERB
cana-5043	73	17	consumer	consumer	NOUN
cana-5043	73	18	trust	trust	NOUN
cana-5043	73	19	.	.	PUNCT
cana-5043	74	1	they	they	PRON
cana-5043	74	2	emphasize	emphasize	VERB
cana-5043	74	3	that	that	PRON
cana-5043	74	4	to	to	PART
cana-5043	74	5	overcome	overcome	VERB
cana-5043	74	6	these	these	DET
cana-5043	74	7	challenges	challenge	NOUN
cana-5043	74	8	,	,	PUNCT
cana-5043	74	9	businesses	business	NOUN
cana-5043	74	10	must	must	AUX
cana-5043	74	11	implement	implement	VERB
cana-5043	74	12	advanced	advanced	ADJ
cana-5043	74	13	fraud	fraud	NOUN
cana-5043	74	14	detection	detection	NOUN
cana-5043	74	15	systems	system	NOUN
cana-5043	74	16	,	,	PUNCT
cana-5043	74	17	transparent	transparent	ADJ
cana-5043	74	18	user	user	NOUN
cana-5043	74	19	reviews	review	NOUN
cana-5043	74	20	,	,	PUNCT
cana-5043	74	21	and	and	CCONJ
cana-5043	74	22	secure	secure	VERB
cana-5043	74	23	payment	payment	NOUN
cana-5043	74	24	options	option	NOUN
cana-5043	74	25	to	to	PART
cana-5043	74	26	protect	protect	VERB
cana-5043	74	27	consumer	consumer	NOUN
cana-5043	74	28	data	datum	NOUN
cana-5043	74	29	.	.	PUNCT
cana-5043	75	1	the	the	DET
cana-5043	75	2	authors	author	NOUN
cana-5043	75	3	argue	argue	VERB
cana-5043	75	4	that	that	SCONJ
cana-5043	75	5	enhanced	enhance	VERB
cana-5043	75	6	security	security	NOUN
cana-5043	75	7	protocols	protocol	NOUN
cana-5043	75	8	,	,	PUNCT
cana-5043	75	9	such	such	ADJ
cana-5043	75	10	as	as	ADP
cana-5043	75	11	two	two	NUM
cana-5043	75	12	-	-	PUNCT
cana-5043	75	13	factor	factor	NOUN
cana-5043	75	14	authentication	authentication	NOUN
cana-5043	75	15	and	and	CCONJ
cana-5043	75	16	ai	ai	NOUN
cana-5043	75	17	-	-	PUNCT
cana-5043	75	18	based	base	VERB
cana-5043	75	19	fraud	fraud	NOUN
cana-5043	75	20	detection	detection	NOUN
cana-5043	75	21	,	,	PUNCT
cana-5043	75	22	are	be	AUX
cana-5043	75	23	essential	essential	ADJ
cana-5043	75	24	to	to	ADP
cana-5043	75	25	communications	communication	NOUN
cana-5043	75	26	on	on	ADP
cana-5043	75	27	applied	apply	VERB
cana-5043	75	28	nonlinear	nonlinear	ADJ
cana-5043	75	29	analysis	analysis	NOUN
cana-5043	75	30	issn	issn	NOUN
cana-5043	75	31	:	:	PUNCT
cana-5043	75	32	1074	1074	NUM
cana-5043	75	33	-	-	PUNCT
cana-5043	75	34	133x	133x	NUM
cana-5043	75	35	vol	vol	NOUN
cana-5043	75	36	32	32	NUM
cana-5043	75	37	no	no	NOUN
cana-5043	75	38	.	.	PUNCT
cana-5043	76	1	icmasd	icmasd	NOUN
cana-5043	76	2	(	(	PUNCT
cana-5043	76	3	2025	2025	NUM
cana-5043	76	4	)	)	PUNCT
cana-5043	76	5	154	154	NUM
cana-5043	76	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	76	7	restoring	restore	VERB
cana-5043	76	8	consumer	consumer	NOUN
cana-5043	76	9	confidence	confidence	NOUN
cana-5043	76	10	.	.	PUNCT
cana-5043	77	1	furthermore	furthermore	ADV
cana-5043	77	2	,	,	PUNCT
cana-5043	77	3	the	the	DET
cana-5043	77	4	study	study	NOUN
cana-5043	77	5	suggests	suggest	VERB
cana-5043	77	6	that	that	SCONJ
cana-5043	77	7	social	social	ADJ
cana-5043	77	8	commerce	commerce	NOUN
cana-5043	77	9	platforms	platform	NOUN
cana-5043	77	10	must	must	AUX
cana-5043	77	11	focus	focus	VERB
cana-5043	77	12	on	on	ADP
cana-5043	77	13	building	build	VERB
cana-5043	77	14	long	long	ADJ
cana-5043	77	15	-	-	PUNCT
cana-5043	77	16	term	term	NOUN
cana-5043	77	17	trust	trust	NOUN
cana-5043	77	18	through	through	ADP
cana-5043	77	19	consistent	consistent	ADJ
cana-5043	77	20	and	and	CCONJ
cana-5043	77	21	transparent	transparent	ADJ
cana-5043	77	22	practices	practice	NOUN
cana-5043	77	23	to	to	PART
cana-5043	77	24	encourage	encourage	VERB
cana-5043	77	25	continued	continue	VERB
cana-5043	77	26	consumer	consumer	NOUN
cana-5043	77	27	engagement	engagement	NOUN
cana-5043	77	28	.	.	PUNCT
cana-5043	78	1	as	as	SCONJ
cana-5043	78	2	fraud	fraud	NOUN
cana-5043	78	3	prevention	prevention	NOUN
cana-5043	78	4	and	and	CCONJ
cana-5043	78	5	consumer	consumer	NOUN
cana-5043	78	6	protection	protection	NOUN
cana-5043	78	7	continue	continue	VERB
cana-5043	78	8	to	to	PART
cana-5043	78	9	be	be	AUX
cana-5043	78	10	a	a	DET
cana-5043	78	11	priority	priority	NOUN
cana-5043	78	12	,	,	PUNCT
cana-5043	78	13	researchers	researcher	NOUN
cana-5043	78	14	stress	stress	VERB
cana-5043	78	15	that	that	SCONJ
cana-5043	78	16	social	social	ADJ
cana-5043	78	17	commerce	commerce	NOUN
cana-5043	78	18	platforms	platform	NOUN
cana-5043	78	19	must	must	AUX
cana-5043	78	20	evolve	evolve	VERB
cana-5043	78	21	their	their	PRON
cana-5043	78	22	strategies	strategy	NOUN
cana-5043	78	23	to	to	PART
cana-5043	78	24	meet	meet	VERB
cana-5043	78	25	these	these	DET
cana-5043	78	26	growing	grow	VERB
cana-5043	78	27	demands	demand	NOUN
cana-5043	78	28	.	.	PUNCT
cana-5043	79	1	mogaji	mogaji	PROPN
cana-5043	79	2	emmanuel	emmanuel	PROPN
cana-5043	79	3	et	et	PROPN
cana-5043	79	4	al	al	PROPN
cana-5043	79	5	.	.	PROPN
cana-5043	80	1	(	(	PUNCT
cana-5043	80	2	2022	2022	NUM
cana-5043	80	3	)	)	PUNCT
cana-5043	80	4	figure	figure	VERB
cana-5043	80	5	out	out	ADP
cana-5043	80	6	the	the	DET
cana-5043	80	7	hidden	hide	VERB
cana-5043	80	8	aspects	aspect	NOUN
cana-5043	80	9	of	of	ADP
cana-5043	80	10	technical	technical	ADJ
cana-5043	80	11	advancement	advancement	NOUN
cana-5043	80	12	and	and	CCONJ
cana-5043	80	13	give	give	VERB
cana-5043	80	14	the	the	DET
cana-5043	80	15	perspectives	perspective	NOUN
cana-5043	80	16	of	of	ADP
cana-5043	80	17	digital	digital	ADJ
cana-5043	80	18	wallet	wallet	NOUN
cana-5043	80	19	in	in	ADP
cana-5043	80	20	sub	sub	NOUN
cana-5043	80	21	saharan	saharan	PROPN
cana-5043	80	22	africa	africa	PROPN
cana-5043	80	23	and	and	CCONJ
cana-5043	80	24	show	show	VERB
cana-5043	80	25	the	the	DET
cana-5043	80	26	conceptual	conceptual	ADJ
cana-5043	80	27	view	view	NOUN
cana-5043	80	28	.	.	PUNCT
cana-5043	81	1	the	the	DET
cana-5043	81	2	study	study	NOUN
cana-5043	81	3	broadens	broaden	VERB
cana-5043	81	4	this	this	DET
cana-5043	81	5	area	area	NOUN
cana-5043	81	6	by	by	ADP
cana-5043	81	7	looking	look	VERB
cana-5043	81	8	past	past	ADP
cana-5043	81	9	the	the	DET
cana-5043	81	10	typical	typical	ADJ
cana-5043	81	11	consumer	consumer	NOUN
cana-5043	81	12	acceptance	acceptance	NOUN
cana-5043	81	13	and	and	CCONJ
cana-5043	81	14	technological	technological	ADJ
cana-5043	81	15	factors	factor	NOUN
cana-5043	81	16	of	of	ADP
cana-5043	81	17	mobile	mobile	ADJ
cana-5043	81	18	money	money	NOUN
cana-5043	81	19	.	.	PUNCT
cana-5043	82	1	here	here	ADV
cana-5043	82	2	attention	attention	NOUN
cana-5043	82	3	is	be	AUX
cana-5043	82	4	directed	direct	VERB
cana-5043	82	5	towards	towards	ADP
cana-5043	82	6	exploring	explore	VERB
cana-5043	82	7	the	the	DET
cana-5043	82	8	negative	negative	ADJ
cana-5043	82	9	aspects	aspect	NOUN
cana-5043	82	10	and	and	CCONJ
cana-5043	82	11	fundamental	fundamental	ADJ
cana-5043	82	12	issues	issue	NOUN
cana-5043	82	13	within	within	ADP
cana-5043	82	14	the	the	DET
cana-5043	82	15	ecosystem	ecosystem	NOUN
cana-5043	82	16	,	,	PUNCT
cana-5043	82	17	particularly	particularly	ADV
cana-5043	82	18	in	in	ADP
cana-5043	82	19	the	the	DET
cana-5043	82	20	context	context	NOUN
cana-5043	82	21	of	of	ADP
cana-5043	82	22	africa	africa	PROPN
cana-5043	82	23	.	.	PUNCT
cana-5043	83	1	nicholls	nicholls	PROPN
cana-5043	83	2	jack	jack	PROPN
cana-5043	83	3	et	et	PROPN
cana-5043	83	4	al	al	PROPN
cana-5043	83	5	.	.	PROPN
cana-5043	84	1	(	(	PUNCT
cana-5043	84	2	2021	2021	NUM
cana-5043	84	3	)	)	PUNCT
cana-5043	84	4	discussed	discuss	VERB
cana-5043	84	5	in	in	ADP
cana-5043	84	6	their	their	PRON
cana-5043	84	7	study	study	NOUN
cana-5043	84	8	about	about	ADP
cana-5043	84	9	the	the	DET
cana-5043	84	10	development	development	NOUN
cana-5043	84	11	of	of	ADP
cana-5043	84	12	financial	financial	ADJ
cana-5043	84	13	frauds	fraud	NOUN
cana-5043	84	14	.	.	PUNCT
cana-5043	85	1	for	for	ADP
cana-5043	85	2	conduct	conduct	VERB
cana-5043	85	3	the	the	DET
cana-5043	85	4	fraudulent	fraudulent	ADJ
cana-5043	85	5	activities	activity	NOUN
cana-5043	85	6	hackers	hacker	NOUN
cana-5043	85	7	create	create	VERB
cana-5043	85	8	and	and	CCONJ
cana-5043	85	9	use	use	VERB
cana-5043	85	10	the	the	DET
cana-5043	85	11	unauthentic	unauthentic	ADJ
cana-5043	85	12	links	link	NOUN
cana-5043	85	13	,	,	PUNCT
cana-5043	85	14	websites	website	NOUN
cana-5043	85	15	.	.	PUNCT
cana-5043	86	1	people	people	NOUN
cana-5043	86	2	face	face	VERB
cana-5043	86	3	the	the	DET
cana-5043	86	4	fraud	fraud	NOUN
cana-5043	86	5	conclusion	conclusion	NOUN
cana-5043	86	6	in	in	ADP
cana-5043	86	7	buying	buying	NOUN
cana-5043	86	8	and	and	CCONJ
cana-5043	86	9	selling	selling	NOUN
cana-5043	86	10	of	of	ADP
cana-5043	86	11	general	general	ADJ
cana-5043	86	12	goods	good	NOUN
cana-5043	86	13	even	even	ADV
cana-5043	86	14	in	in	ADP
cana-5043	86	15	derivative	derivative	ADJ
cana-5043	86	16	market	market	NOUN
cana-5043	86	17	also	also	ADV
cana-5043	86	18	.	.	PUNCT
cana-5043	87	1	the	the	DET
cana-5043	87	2	author	author	NOUN
cana-5043	87	3	reflected	reflect	VERB
cana-5043	87	4	on	on	ADP
cana-5043	87	5	ml	ml	PROPN
cana-5043	87	6	(	(	PUNCT
cana-5043	87	7	machine	machine	NOUN
cana-5043	87	8	learning	learning	NOUN
cana-5043	87	9	)	)	PUNCT
cana-5043	87	10	and	and	CCONJ
cana-5043	87	11	dl	dl	INTJ
cana-5043	87	12	(	(	PUNCT
cana-5043	87	13	deep	deep	ADJ
cana-5043	87	14	learning	learning	NOUN
cana-5043	87	15	)	)	PUNCT
cana-5043	87	16	in	in	ADP
cana-5043	87	17	monetary	monetary	ADJ
cana-5043	87	18	frauds	fraud	NOUN
cana-5043	87	19	addressing	address	VERB
cana-5043	87	20	the	the	DET
cana-5043	87	21	unsealed	unsealed	ADJ
cana-5043	87	22	issues	issue	NOUN
cana-5043	87	23	.	.	PUNCT
cana-5043	88	1	as	as	ADP
cana-5043	88	2	a	a	DET
cana-5043	88	3	conclusion	conclusion	NOUN
cana-5043	88	4	stated	state	VERB
cana-5043	88	5	that	that	SCONJ
cana-5043	88	6	there	there	PRON
cana-5043	88	7	are	be	VERB
cana-5043	88	8	prevention	prevention	NOUN
cana-5043	88	9	methods	method	NOUN
cana-5043	88	10	of	of	ADP
cana-5043	88	11	fraud	fraud	NOUN
cana-5043	88	12	that	that	SCONJ
cana-5043	88	13	everyone	everyone	PRON
cana-5043	88	14	has	have	VERB
cana-5043	88	15	to	to	PART
cana-5043	88	16	be	be	AUX
cana-5043	88	17	aware	aware	ADJ
cana-5043	88	18	to	to	ADP
cana-5043	88	19	that	that	PRON
cana-5043	88	20	and	and	CCONJ
cana-5043	88	21	while	while	SCONJ
cana-5043	88	22	dealing	deal	VERB
cana-5043	88	23	need	need	NOUN
cana-5043	88	24	to	to	PART
cana-5043	88	25	be	be	AUX
cana-5043	88	26	very	very	ADV
cana-5043	88	27	conscious	conscious	ADJ
cana-5043	88	28	.	.	PUNCT
cana-5043	89	1	liu	liu	PROPN
cana-5043	89	2	et	et	PROPN
cana-5043	89	3	al	al	PROPN
cana-5043	89	4	.	.	PROPN
cana-5043	90	1	(	(	PUNCT
cana-5043	90	2	2019	2019	NUM
cana-5043	90	3	)	)	PUNCT
cana-5043	90	4	offer	offer	VERB
cana-5043	90	5	a	a	DET
cana-5043	90	6	comprehensive	comprehensive	ADJ
cana-5043	90	7	review	review	NOUN
cana-5043	90	8	of	of	ADP
cana-5043	90	9	the	the	DET
cana-5043	90	10	risks	risk	NOUN
cana-5043	90	11	associated	associate	VERB
cana-5043	90	12	with	with	ADP
cana-5043	90	13	online	online	ADJ
cana-5043	90	14	fraud	fraud	NOUN
cana-5043	90	15	in	in	ADP
cana-5043	90	16	social	social	ADJ
cana-5043	90	17	commerce	commerce	NOUN
cana-5043	90	18	environments	environment	NOUN
cana-5043	90	19	.	.	PUNCT
cana-5043	91	1	the	the	DET
cana-5043	91	2	authors	author	NOUN
cana-5043	91	3	analyze	analyze	VERB
cana-5043	91	4	how	how	SCONJ
cana-5043	91	5	fraud	fraud	NOUN
cana-5043	91	6	,	,	PUNCT
cana-5043	91	7	including	include	VERB
cana-5043	91	8	identity	identity	NOUN
cana-5043	91	9	theft	theft	NOUN
cana-5043	91	10	,	,	PUNCT
cana-5043	91	11	phishing	phishe	VERB
cana-5043	91	12	scams	scam	NOUN
cana-5043	91	13	,	,	PUNCT
cana-5043	91	14	and	and	CCONJ
cana-5043	91	15	counterfeit	counterfeit	ADJ
cana-5043	91	16	goods	good	NOUN
cana-5043	91	17	,	,	PUNCT
cana-5043	91	18	can	can	AUX
cana-5043	91	19	significantly	significantly	ADV
cana-5043	91	20	undermine	undermine	VERB
cana-5043	91	21	consumer	consumer	NOUN
cana-5043	91	22	trust	trust	NOUN
cana-5043	91	23	.	.	PUNCT
cana-5043	92	1	this	this	DET
cana-5043	92	2	distrust	distrust	NOUN
cana-5043	92	3	leads	lead	VERB
cana-5043	92	4	to	to	ADP
cana-5043	92	5	hesitance	hesitance	NOUN
cana-5043	92	6	in	in	ADP
cana-5043	92	7	engaging	engage	VERB
cana-5043	92	8	with	with	ADP
cana-5043	92	9	social	social	ADJ
cana-5043	92	10	commerce	commerce	NOUN
cana-5043	92	11	platforms	platform	NOUN
cana-5043	92	12	.	.	PUNCT
cana-5043	93	1	the	the	DET
cana-5043	93	2	paper	paper	NOUN
cana-5043	93	3	highlights	highlight	NOUN
cana-5043	93	4	that	that	SCONJ
cana-5043	93	5	many	many	ADJ
cana-5043	93	6	consumers	consumer	NOUN
cana-5043	93	7	,	,	PUNCT
cana-5043	93	8	due	due	ADP
cana-5043	93	9	to	to	ADP
cana-5043	93	10	the	the	DET
cana-5043	93	11	perceived	perceive	VERB
cana-5043	93	12	risks	risk	NOUN
cana-5043	93	13	,	,	PUNCT
cana-5043	93	14	are	be	AUX
cana-5043	93	15	reluctant	reluctant	ADJ
cana-5043	93	16	to	to	PART
cana-5043	93	17	share	share	VERB
cana-5043	93	18	personal	personal	ADJ
cana-5043	93	19	information	information	NOUN
cana-5043	93	20	or	or	CCONJ
cana-5043	93	21	make	make	VERB
cana-5043	93	22	purchases	purchase	NOUN
cana-5043	93	23	through	through	ADP
cana-5043	93	24	social	social	ADJ
cana-5043	93	25	media	medium	NOUN
cana-5043	93	26	and	and	CCONJ
cana-5043	93	27	e	e	NOUN
cana-5043	93	28	-	-	NOUN
cana-5043	93	29	commerce	commerce	NOUN
cana-5043	93	30	platforms	platform	NOUN
cana-5043	93	31	.	.	PUNCT
cana-5043	94	1	researchers	researcher	NOUN
cana-5043	94	2	suggest	suggest	VERB
cana-5043	94	3	that	that	SCONJ
cana-5043	94	4	to	to	PART
cana-5043	94	5	address	address	VERB
cana-5043	94	6	these	these	DET
cana-5043	94	7	challenges	challenge	NOUN
cana-5043	94	8	,	,	PUNCT
cana-5043	94	9	businesses	business	NOUN
cana-5043	94	10	must	must	AUX
cana-5043	94	11	adopt	adopt	VERB
cana-5043	94	12	advanced	advanced	ADJ
cana-5043	94	13	fraud	fraud	NOUN
cana-5043	94	14	prevention	prevention	NOUN
cana-5043	94	15	systems	system	NOUN
cana-5043	94	16	,	,	PUNCT
cana-5043	94	17	such	such	ADJ
cana-5043	94	18	as	as	ADP
cana-5043	94	19	ai	ai	NOUN
cana-5043	94	20	-	-	PUNCT
cana-5043	94	21	based	base	VERB
cana-5043	94	22	detection	detection	NOUN
cana-5043	94	23	tools	tool	NOUN
cana-5043	94	24	,	,	PUNCT
cana-5043	94	25	and	and	CCONJ
cana-5043	94	26	provide	provide	VERB
cana-5043	94	27	secure	secure	ADJ
cana-5043	94	28	payment	payment	NOUN
cana-5043	94	29	options	option	NOUN
cana-5043	94	30	.	.	PUNCT
cana-5043	95	1	they	they	PRON
cana-5043	95	2	further	far	ADV
cana-5043	95	3	stress	stress	VERB
cana-5043	95	4	the	the	DET
cana-5043	95	5	importance	importance	NOUN
cana-5043	95	6	of	of	ADP
cana-5043	95	7	transparency	transparency	NOUN
cana-5043	95	8	in	in	ADP
cana-5043	95	9	the	the	DET
cana-5043	95	10	communication	communication	NOUN
cana-5043	95	11	of	of	ADP
cana-5043	95	12	security	security	NOUN
cana-5043	95	13	practices	practice	NOUN
cana-5043	95	14	to	to	ADP
cana-5043	95	15	customers	customer	NOUN
cana-5043	95	16	.	.	PUNCT
cana-5043	96	1	this	this	DET
cana-5043	96	2	research	research	NOUN
cana-5043	96	3	underscores	underscore	VERB
cana-5043	96	4	the	the	DET
cana-5043	96	5	growing	grow	VERB
cana-5043	96	6	need	need	NOUN
cana-5043	96	7	for	for	SCONJ
cana-5043	96	8	businesses	business	NOUN
cana-5043	96	9	to	to	PART
cana-5043	96	10	protect	protect	VERB
cana-5043	96	11	their	their	PRON
cana-5043	96	12	digital	digital	ADJ
cana-5043	96	13	spaces	space	NOUN
cana-5043	96	14	from	from	ADP
cana-5043	96	15	fraud	fraud	NOUN
cana-5043	96	16	,	,	PUNCT
cana-5043	96	17	thereby	thereby	ADV
cana-5043	96	18	fostering	foster	VERB
cana-5043	96	19	a	a	DET
cana-5043	96	20	more	more	ADV
cana-5043	96	21	secure	secure	ADJ
cana-5043	96	22	and	and	CCONJ
cana-5043	96	23	trustworthy	trustworthy	ADJ
cana-5043	96	24	online	online	ADJ
cana-5043	96	25	environment	environment	NOUN
cana-5043	96	26	.	.	PUNCT
cana-5043	97	1	by	by	ADP
cana-5043	97	2	doing	do	VERB
cana-5043	97	3	so	so	ADV
cana-5043	97	4	,	,	PUNCT
cana-5043	97	5	companies	company	NOUN
cana-5043	97	6	can	can	AUX
cana-5043	97	7	increase	increase	VERB
cana-5043	97	8	consumer	consumer	NOUN
cana-5043	97	9	confidence	confidence	NOUN
cana-5043	97	10	and	and	CCONJ
cana-5043	97	11	enhance	enhance	VERB
cana-5043	97	12	their	their	PRON
cana-5043	97	13	social	social	ADJ
cana-5043	97	14	commerce	commerce	NOUN
cana-5043	97	15	effectiveness	effectiveness	NOUN
cana-5043	97	16	.	.	PUNCT
cana-5043	98	1	wang	wang	PROPN
cana-5043	98	2	et	et	PROPN
cana-5043	98	3	al	al	PROPN
cana-5043	98	4	.	.	PROPN
cana-5043	99	1	(	(	PUNCT
cana-5043	99	2	2018	2018	NUM
cana-5043	99	3	)	)	PUNCT
cana-5043	99	4	analyze	analyze	VERB
cana-5043	99	5	how	how	SCONJ
cana-5043	99	6	financial	financial	ADJ
cana-5043	99	7	fraud	fraud	NOUN
cana-5043	99	8	undermines	undermine	VERB
cana-5043	99	9	consumer	consumer	NOUN
cana-5043	99	10	trust	trust	NOUN
cana-5043	99	11	in	in	ADP
cana-5043	99	12	social	social	ADJ
cana-5043	99	13	commerce	commerce	NOUN
cana-5043	99	14	platforms	platform	NOUN
cana-5043	99	15	.	.	PUNCT
cana-5043	100	1	their	their	PRON
cana-5043	100	2	research	research	NOUN
cana-5043	100	3	highlights	highlight	NOUN
cana-5043	100	4	how	how	SCONJ
cana-5043	100	5	fraudulent	fraudulent	ADJ
cana-5043	100	6	activities	activity	NOUN
cana-5043	100	7	,	,	PUNCT
cana-5043	100	8	such	such	ADJ
cana-5043	100	9	as	as	ADP
cana-5043	100	10	phishing	phishe	VERB
cana-5043	100	11	and	and	CCONJ
cana-5043	100	12	deceptive	deceptive	ADJ
cana-5043	100	13	advertising	advertising	NOUN
cana-5043	100	14	,	,	PUNCT
cana-5043	100	15	contribute	contribute	VERB
cana-5043	100	16	to	to	ADP
cana-5043	100	17	consumers	consumer	NOUN
cana-5043	100	18	'	'	PART
cana-5043	100	19	reluctance	reluctance	NOUN
cana-5043	100	20	to	to	PART
cana-5043	100	21	engage	engage	VERB
cana-5043	100	22	in	in	ADP
cana-5043	100	23	online	online	ADJ
cana-5043	100	24	transactions	transaction	NOUN
cana-5043	100	25	.	.	PUNCT
cana-5043	101	1	they	they	PRON
cana-5043	101	2	discuss	discuss	VERB
cana-5043	101	3	the	the	DET
cana-5043	101	4	growing	grow	VERB
cana-5043	101	5	need	need	NOUN
cana-5043	101	6	for	for	ADP
cana-5043	101	7	advanced	advanced	ADJ
cana-5043	101	8	fraud	fraud	NOUN
cana-5043	101	9	detection	detection	NOUN
cana-5043	101	10	technologies	technology	NOUN
cana-5043	101	11	,	,	PUNCT
cana-5043	101	12	including	include	VERB
cana-5043	101	13	machine	machine	NOUN
cana-5043	101	14	learning	learning	NOUN
cana-5043	101	15	and	and	CCONJ
cana-5043	101	16	artificial	artificial	ADJ
cana-5043	101	17	intelligence	intelligence	NOUN
cana-5043	101	18	,	,	PUNCT
cana-5043	101	19	to	to	PART
cana-5043	101	20	better	well	ADV
cana-5043	101	21	protect	protect	VERB
cana-5043	101	22	users	user	NOUN
cana-5043	101	23	and	and	CCONJ
cana-5043	101	24	maintain	maintain	VERB
cana-5043	101	25	the	the	DET
cana-5043	101	26	credibility	credibility	NOUN
cana-5043	101	27	of	of	ADP
cana-5043	101	28	social	social	ADJ
cana-5043	101	29	commerce	commerce	NOUN
cana-5043	101	30	platforms	platform	NOUN
cana-5043	101	31	.	.	PUNCT
cana-5043	102	1	bajwa	bajwa	PROPN
cana-5043	102	2	arshdeep	arshdeep	PROPN
cana-5043	102	3	and	and	CCONJ
cana-5043	102	4	goyal	goyal	PROPN
cana-5043	102	5	pratibha	pratibha	PROPN
cana-5043	102	6	(	(	PUNCT
cana-5043	102	7	2017	2017	NUM
cana-5043	102	8	)	)	PUNCT
cana-5043	102	9	discussed	discuss	VERB
cana-5043	102	10	the	the	DET
cana-5043	102	11	capacity	capacity	NOUN
cana-5043	102	12	of	of	ADP
cana-5043	102	13	s	s	NOUN
cana-5043	102	14	-	-	NOUN
cana-5043	102	15	commerce	commerce	NOUN
cana-5043	102	16	in	in	ADP
cana-5043	102	17	merchandising	merchandise	VERB
cana-5043	102	18	the	the	DET
cana-5043	102	19	varied	varied	ADJ
cana-5043	102	20	outputs	output	NOUN
cana-5043	102	21	.	.	PUNCT
cana-5043	103	1	s	s	X
cana-5043	103	2	-	-	PUNCT
cana-5043	103	3	commerce	commerce	NOUN
cana-5043	103	4	is	be	AUX
cana-5043	103	5	a	a	DET
cana-5043	103	6	working	working	NOUN
cana-5043	103	7	as	as	ADP
cana-5043	103	8	unification	unification	NOUN
cana-5043	103	9	among	among	ADP
cana-5043	103	10	online	online	ADJ
cana-5043	103	11	and	and	CCONJ
cana-5043	103	12	offline	offline	ADJ
cana-5043	103	13	places	place	NOUN
cana-5043	103	14	.	.	PUNCT
cana-5043	104	1	also	also	ADV
cana-5043	104	2	focusing	focus	VERB
cana-5043	104	3	on	on	ADP
cana-5043	104	4	retailers	retailer	NOUN
cana-5043	104	5	that	that	SCONJ
cana-5043	104	6	in	in	ADP
cana-5043	104	7	near	near	ADP
cana-5043	104	8	future	future	ADJ
cana-5043	104	9	demand	demand	NOUN
cana-5043	104	10	of	of	ADP
cana-5043	104	11	online	online	ADJ
cana-5043	104	12	activities	activity	NOUN
cana-5043	104	13	is	be	AUX
cana-5043	104	14	increased	increase	VERB
cana-5043	104	15	and	and	CCONJ
cana-5043	104	16	they	they	PRON
cana-5043	104	17	have	have	VERB
cana-5043	104	18	to	to	PART
cana-5043	104	19	be	be	AUX
cana-5043	104	20	aware	aware	ADJ
cana-5043	104	21	at	at	ADP
cana-5043	104	22	very	very	ADV
cana-5043	104	23	early	early	ADJ
cana-5043	104	24	stages	stage	NOUN
cana-5043	104	25	.	.	PUNCT
cana-5043	105	1	consumers	consumer	NOUN
cana-5043	105	2	are	be	AUX
cana-5043	105	3	becoming	become	VERB
cana-5043	105	4	smarter	smart	ADJ
cana-5043	105	5	and	and	CCONJ
cana-5043	105	6	more	more	ADV
cana-5043	105	7	active	active	ADJ
cana-5043	105	8	in	in	ADP
cana-5043	105	9	their	their	PRON
cana-5043	105	10	shopping	shopping	NOUN
cana-5043	105	11	.	.	PUNCT
cana-5043	106	1	kaur	kaur	PROPN
cana-5043	106	2	rajveer	rajveer	PROPN
cana-5043	106	3	and	and	CCONJ
cana-5043	106	4	singh	singh	ADJ
cana-5043	106	5	gurwinder	gurwinder	NOUN
cana-5043	106	6	(	(	PUNCT
cana-5043	106	7	2017	2017	NUM
cana-5043	106	8	)	)	PUNCT
cana-5043	106	9	while	while	SCONJ
cana-5043	106	10	studying	study	VERB
cana-5043	106	11	they	they	PRON
cana-5043	106	12	present	present	VERB
cana-5043	106	13	the	the	DET
cana-5043	106	14	concept	concept	NOUN
cana-5043	106	15	of	of	ADP
cana-5043	106	16	market	market	NOUN
cana-5043	106	17	approaches	approach	NOUN
cana-5043	106	18	and	and	CCONJ
cana-5043	106	19	figure	figure	VERB
cana-5043	106	20	out	out	ADP
cana-5043	106	21	the	the	DET
cana-5043	106	22	correlation	correlation	NOUN
cana-5043	106	23	between	between	ADP
cana-5043	106	24	market	market	NOUN
cana-5043	106	25	approaches	approach	NOUN
cana-5043	106	26	and	and	CCONJ
cana-5043	106	27	online	online	ADJ
cana-5043	106	28	media	medium	NOUN
cana-5043	106	29	.	.	PUNCT
cana-5043	107	1	where	where	SCONJ
cana-5043	107	2	communications	communication	NOUN
cana-5043	107	3	on	on	ADP
cana-5043	107	4	applied	apply	VERB
cana-5043	107	5	nonlinear	nonlinear	ADJ
cana-5043	107	6	analysis	analysis	NOUN
cana-5043	107	7	issn	issn	NOUN
cana-5043	107	8	:	:	PUNCT
cana-5043	107	9	1074	1074	NUM
cana-5043	107	10	-	-	PUNCT
cana-5043	107	11	133x	133x	NUM
cana-5043	107	12	vol	vol	NOUN
cana-5043	107	13	32	32	NUM
cana-5043	107	14	no	no	NOUN
cana-5043	107	15	.	.	PUNCT
cana-5043	108	1	icmasd	icmasd	NOUN
cana-5043	108	2	(	(	PUNCT
cana-5043	108	3	2025	2025	NUM
cana-5043	108	4	)	)	PUNCT
cana-5043	108	5	155	155	NUM
cana-5043	108	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	108	7	online	online	ADJ
cana-5043	108	8	media	medium	NOUN
cana-5043	108	9	is	be	AUX
cana-5043	108	10	used	use	VERB
cana-5043	108	11	for	for	ADP
cana-5043	108	12	gather	gather	NOUN
cana-5043	108	13	information	information	NOUN
cana-5043	108	14	prospect	prospect	NOUN
cana-5043	108	15	consumers	consumer	NOUN
cana-5043	108	16	can	can	AUX
cana-5043	108	17	filter	filter	VERB
cana-5043	108	18	the	the	DET
cana-5043	108	19	options	option	NOUN
cana-5043	108	20	and	and	CCONJ
cana-5043	108	21	get	get	VERB
cana-5043	108	22	the	the	DET
cana-5043	108	23	information	information	NOUN
cana-5043	108	24	as	as	SCONJ
cana-5043	108	25	per	per	ADP
cana-5043	108	26	they	they	PRON
cana-5043	108	27	required	require	VERB
cana-5043	108	28	.	.	PUNCT
cana-5043	109	1	the	the	DET
cana-5043	109	2	aim	aim	NOUN
cana-5043	109	3	of	of	ADP
cana-5043	109	4	paper	paper	NOUN
cana-5043	109	5	is	be	AUX
cana-5043	109	6	to	to	PART
cana-5043	109	7	understand	understand	VERB
cana-5043	109	8	the	the	DET
cana-5043	109	9	digital	digital	ADJ
cana-5043	109	10	media	medium	NOUN
cana-5043	109	11	and	and	CCONJ
cana-5043	109	12	how	how	SCONJ
cana-5043	109	13	much	much	ADJ
cana-5043	109	14	it	it	PRON
cana-5043	109	15	is	be	AUX
cana-5043	109	16	developed	develop	VERB
cana-5043	109	17	throughout	throughout	ADP
cana-5043	109	18	in	in	ADP
cana-5043	109	19	few	few	ADJ
cana-5043	109	20	years	year	NOUN
cana-5043	109	21	.	.	PUNCT
cana-5043	110	1	the	the	DET
cana-5043	110	2	paper	paper	NOUN
cana-5043	110	3	is	be	AUX
cana-5043	110	4	conceptual	conceptual	ADJ
cana-5043	110	5	and	and	CCONJ
cana-5043	110	6	different	different	ADJ
cana-5043	110	7	web	web	NOUN
cana-5043	110	8	applications	application	NOUN
cana-5043	110	9	are	be	AUX
cana-5043	110	10	visited	visit	VERB
cana-5043	110	11	to	to	PART
cana-5043	110	12	combine	combine	VERB
cana-5043	110	13	the	the	DET
cana-5043	110	14	data	datum	NOUN
cana-5043	110	15	.	.	PUNCT
cana-5043	111	1	further	far	ADV
cana-5043	111	2	concluded	conclude	VERB
cana-5043	111	3	that	that	SCONJ
cana-5043	111	4	under	under	ADP
cana-5043	111	5	the	the	DET
cana-5043	111	6	digital	digital	ADJ
cana-5043	111	7	marketing	marketing	NOUN
cana-5043	111	8	transactions	transaction	NOUN
cana-5043	111	9	are	be	AUX
cana-5043	111	10	translucent	translucent	ADJ
cana-5043	111	11	and	and	CCONJ
cana-5043	111	12	safe	safe	ADJ
cana-5043	111	13	,	,	PUNCT
cana-5043	111	14	but	but	CCONJ
cana-5043	111	15	companies	company	NOUN
cana-5043	111	16	have	have	VERB
cana-5043	111	17	to	to	PART
cana-5043	111	18	maintain	maintain	VERB
cana-5043	111	19	the	the	DET
cana-5043	111	20	personal	personal	ADJ
cana-5043	111	21	data	datum	NOUN
cana-5043	111	22	of	of	ADP
cana-5043	111	23	consumers	consumer	NOUN
cana-5043	111	24	hidden	hide	VERB
cana-5043	111	25	.	.	PUNCT
cana-5043	112	1	chen	chen	PROPN
cana-5043	112	2	et	et	PROPN
cana-5043	112	3	al	al	PROPN
cana-5043	112	4	.	.	PROPN
cana-5043	113	1	(	(	PUNCT
cana-5043	113	2	2016	2016	NUM
cana-5043	113	3	)	)	PUNCT
cana-5043	113	4	in	in	ADP
cana-5043	113	5	this	this	DET
cana-5043	113	6	study	study	NOUN
cana-5043	113	7	,	,	PUNCT
cana-5043	113	8	the	the	DET
cana-5043	113	9	authors	author	NOUN
cana-5043	113	10	examine	examine	VERB
cana-5043	113	11	the	the	DET
cana-5043	113	12	influence	influence	NOUN
cana-5043	113	13	of	of	ADP
cana-5043	113	14	social	social	ADJ
cana-5043	113	15	commerce	commerce	NOUN
cana-5043	113	16	on	on	ADP
cana-5043	113	17	consumer	consumer	NOUN
cana-5043	113	18	purchasing	purchasing	NOUN
cana-5043	113	19	behavior	behavior	NOUN
cana-5043	113	20	,	,	PUNCT
cana-5043	113	21	particularly	particularly	ADV
cana-5043	113	22	focusing	focus	VERB
cana-5043	113	23	on	on	ADP
cana-5043	113	24	the	the	DET
cana-5043	113	25	role	role	NOUN
cana-5043	113	26	of	of	ADP
cana-5043	113	27	online	online	ADJ
cana-5043	113	28	reviews	review	NOUN
cana-5043	113	29	,	,	PUNCT
cana-5043	113	30	social	social	ADJ
cana-5043	113	31	media	medium	NOUN
cana-5043	113	32	engagement	engagement	NOUN
cana-5043	113	33	,	,	PUNCT
cana-5043	113	34	and	and	CCONJ
cana-5043	113	35	peer	peer	NOUN
cana-5043	113	36	interactions	interaction	NOUN
cana-5043	113	37	in	in	ADP
cana-5043	113	38	shaping	shape	VERB
cana-5043	113	39	buying	buying	NOUN
cana-5043	113	40	decisions	decision	NOUN
cana-5043	113	41	.	.	PUNCT
cana-5043	114	1	the	the	DET
cana-5043	114	2	paper	paper	NOUN
cana-5043	114	3	emphasizes	emphasize	VERB
cana-5043	114	4	how	how	SCONJ
cana-5043	114	5	user	user	NOUN
cana-5043	114	6	-	-	PUNCT
cana-5043	114	7	generated	generate	VERB
cana-5043	114	8	content	content	NOUN
cana-5043	114	9	,	,	PUNCT
cana-5043	114	10	such	such	ADJ
cana-5043	114	11	as	as	ADP
cana-5043	114	12	product	product	NOUN
cana-5043	114	13	reviews	review	NOUN
cana-5043	114	14	and	and	CCONJ
cana-5043	114	15	social	social	ADJ
cana-5043	114	16	media	medium	NOUN
cana-5043	114	17	posts	post	NOUN
cana-5043	114	18	,	,	PUNCT
cana-5043	114	19	significantly	significantly	ADV
cana-5043	114	20	impacts	impact	VERB
cana-5043	114	21	consumer	consumer	NOUN
cana-5043	114	22	trust	trust	NOUN
cana-5043	114	23	and	and	CCONJ
cana-5043	114	24	purchase	purchase	NOUN
cana-5043	114	25	intent	intent	NOUN
cana-5043	114	26	.	.	PUNCT
cana-5043	115	1	the	the	DET
cana-5043	115	2	study	study	NOUN
cana-5043	115	3	also	also	ADV
cana-5043	115	4	highlights	highlight	VERB
cana-5043	115	5	the	the	DET
cana-5043	115	6	importance	importance	NOUN
cana-5043	115	7	of	of	ADP
cana-5043	115	8	recommendations	recommendation	NOUN
cana-5043	115	9	and	and	CCONJ
cana-5043	115	10	social	social	ADJ
cana-5043	115	11	influence	influence	NOUN
cana-5043	115	12	in	in	ADP
cana-5043	115	13	the	the	DET
cana-5043	115	14	decision	decision	NOUN
cana-5043	115	15	-	-	PUNCT
cana-5043	115	16	making	make	VERB
cana-5043	115	17	process	process	NOUN
cana-5043	115	18	,	,	PUNCT
cana-5043	115	19	suggesting	suggest	VERB
cana-5043	115	20	that	that	SCONJ
cana-5043	115	21	businesses	business	NOUN
cana-5043	115	22	should	should	AUX
cana-5043	115	23	strategically	strategically	ADV
cana-5043	115	24	leverage	leverage	VERB
cana-5043	115	25	these	these	DET
cana-5043	115	26	factors	factor	NOUN
cana-5043	115	27	to	to	PART
cana-5043	115	28	enhance	enhance	VERB
cana-5043	115	29	customer	customer	NOUN
cana-5043	115	30	engagement	engagement	NOUN
cana-5043	115	31	and	and	CCONJ
cana-5043	115	32	sales	sale	NOUN
cana-5043	115	33	.	.	PUNCT
cana-5043	116	1	grewal	grewal	PROPN
cana-5043	116	2	et	et	PROPN
cana-5043	116	3	al	al	PROPN
cana-5043	116	4	.	.	PROPN
cana-5043	117	1	(	(	PUNCT
cana-5043	117	2	2015	2015	NUM
cana-5043	117	3	)	)	PUNCT
cana-5043	117	4	explore	explore	VERB
cana-5043	117	5	the	the	DET
cana-5043	117	6	evolution	evolution	NOUN
cana-5043	117	7	of	of	ADP
cana-5043	117	8	retailing	retailing	NOUN
cana-5043	117	9	,	,	PUNCT
cana-5043	117	10	emphasizing	emphasize	VERB
cana-5043	117	11	the	the	DET
cana-5043	117	12	role	role	NOUN
cana-5043	117	13	of	of	ADP
cana-5043	117	14	digital	digital	ADJ
cana-5043	117	15	technologies	technology	NOUN
cana-5043	117	16	in	in	ADP
cana-5043	117	17	transforming	transform	VERB
cana-5043	117	18	how	how	SCONJ
cana-5043	117	19	businesses	business	NOUN
cana-5043	117	20	engage	engage	VERB
cana-5043	117	21	with	with	ADP
cana-5043	117	22	consumers	consumer	NOUN
cana-5043	117	23	.	.	PUNCT
cana-5043	118	1	they	they	PRON
cana-5043	118	2	focus	focus	VERB
cana-5043	118	3	on	on	ADP
cana-5043	118	4	how	how	SCONJ
cana-5043	118	5	social	social	ADJ
cana-5043	118	6	commerce	commerce	NOUN
cana-5043	118	7	platforms	platform	NOUN
cana-5043	118	8	,	,	PUNCT
cana-5043	118	9	powered	power	VERB
cana-5043	118	10	by	by	ADP
cana-5043	118	11	social	social	ADJ
cana-5043	118	12	media	medium	NOUN
cana-5043	118	13	,	,	PUNCT
cana-5043	118	14	have	have	AUX
cana-5043	118	15	redefined	redefine	VERB
cana-5043	118	16	retail	retail	ADJ
cana-5043	118	17	marketing	marketing	NOUN
cana-5043	118	18	strategies	strategy	NOUN
cana-5043	118	19	.	.	PUNCT
cana-5043	119	1	the	the	DET
cana-5043	119	2	paper	paper	NOUN
cana-5043	119	3	highlights	highlight	VERB
cana-5043	119	4	the	the	DET
cana-5043	119	5	importance	importance	NOUN
cana-5043	119	6	of	of	ADP
cana-5043	119	7	customer	customer	NOUN
cana-5043	119	8	engagement	engagement	NOUN
cana-5043	119	9	through	through	ADP
cana-5043	119	10	personalized	personalized	ADJ
cana-5043	119	11	experiences	experience	NOUN
cana-5043	119	12	and	and	CCONJ
cana-5043	119	13	the	the	DET
cana-5043	119	14	integration	integration	NOUN
cana-5043	119	15	of	of	ADP
cana-5043	119	16	online	online	ADJ
cana-5043	119	17	and	and	CCONJ
cana-5043	119	18	offline	offline	ADJ
cana-5043	119	19	retail	retail	ADJ
cana-5043	119	20	models	model	NOUN
cana-5043	119	21	to	to	PART
cana-5043	119	22	adapt	adapt	VERB
cana-5043	119	23	to	to	ADP
cana-5043	119	24	changing	change	VERB
cana-5043	119	25	consumer	consumer	NOUN
cana-5043	119	26	behavior	behavior	NOUN
cana-5043	119	27	.	.	PUNCT
cana-5043	120	1	it	it	PRON
cana-5043	120	2	also	also	ADV
cana-5043	120	3	provides	provide	VERB
cana-5043	120	4	a	a	DET
cana-5043	120	5	forwardlooking	forwardlooking	ADJ
cana-5043	120	6	view	view	NOUN
cana-5043	120	7	on	on	ADP
cana-5043	120	8	the	the	DET
cana-5043	120	9	future	future	NOUN
cana-5043	120	10	of	of	ADP
cana-5043	120	11	retailing	retailing	NOUN
cana-5043	120	12	,	,	PUNCT
cana-5043	120	13	outlining	outline	VERB
cana-5043	120	14	the	the	DET
cana-5043	120	15	impact	impact	NOUN
cana-5043	120	16	of	of	ADP
cana-5043	120	17	technology	technology	NOUN
cana-5043	120	18	on	on	ADP
cana-5043	120	19	consumer	consumer	NOUN
cana-5043	120	20	expectations	expectation	NOUN
cana-5043	120	21	and	and	CCONJ
cana-5043	120	22	business	business	NOUN
cana-5043	120	23	strategies	strategy	NOUN
cana-5043	120	24	.	.	PUNCT
cana-5043	121	1	huang	huang	PROPN
cana-5043	121	2	and	and	CCONJ
cana-5043	121	3	benyoucef	benyoucef	PROPN
cana-5043	121	4	(	(	PUNCT
cana-5043	121	5	2014	2014	NUM
cana-5043	121	6	)	)	PUNCT
cana-5043	121	7	explore	explore	VERB
cana-5043	121	8	consumer	consumer	NOUN
cana-5043	121	9	preferences	preference	NOUN
cana-5043	121	10	regarding	regard	VERB
cana-5043	121	11	different	different	ADJ
cana-5043	121	12	features	feature	NOUN
cana-5043	121	13	of	of	ADP
cana-5043	121	14	social	social	ADJ
cana-5043	121	15	commerce	commerce	NOUN
cana-5043	121	16	platforms	platform	NOUN
cana-5043	121	17	.	.	PUNCT
cana-5043	122	1	they	they	PRON
cana-5043	122	2	identify	identify	VERB
cana-5043	122	3	key	key	ADJ
cana-5043	122	4	factors	factor	NOUN
cana-5043	122	5	that	that	PRON
cana-5043	122	6	influence	influence	VERB
cana-5043	122	7	user	user	NOUN
cana-5043	122	8	engagement	engagement	NOUN
cana-5043	122	9	and	and	CCONJ
cana-5043	122	10	decision	decision	NOUN
cana-5043	122	11	-	-	PUNCT
cana-5043	122	12	making	make	VERB
cana-5043	122	13	processes	process	NOUN
cana-5043	122	14	,	,	PUNCT
cana-5043	122	15	including	include	VERB
cana-5043	122	16	social	social	ADJ
cana-5043	122	17	interaction	interaction	NOUN
cana-5043	122	18	,	,	PUNCT
cana-5043	122	19	trust	trust	NOUN
cana-5043	122	20	,	,	PUNCT
cana-5043	122	21	and	and	CCONJ
cana-5043	122	22	product	product	NOUN
cana-5043	122	23	recommendations	recommendation	NOUN
cana-5043	122	24	.	.	PUNCT
cana-5043	123	1	their	their	PRON
cana-5043	123	2	research	research	NOUN
cana-5043	123	3	provides	provide	VERB
cana-5043	123	4	insights	insight	NOUN
cana-5043	123	5	into	into	ADP
cana-5043	123	6	how	how	SCONJ
cana-5043	123	7	social	social	ADJ
cana-5043	123	8	commerce	commerce	NOUN
cana-5043	123	9	can	can	AUX
cana-5043	123	10	be	be	AUX
cana-5043	123	11	optimized	optimize	VERB
cana-5043	123	12	to	to	PART
cana-5043	123	13	improve	improve	VERB
cana-5043	123	14	user	user	NOUN
cana-5043	123	15	experience	experience	NOUN
cana-5043	123	16	and	and	CCONJ
cana-5043	123	17	drive	drive	VERB
cana-5043	123	18	sales	sale	NOUN
cana-5043	123	19	,	,	PUNCT
cana-5043	123	20	making	make	VERB
cana-5043	123	21	it	it	PRON
cana-5043	123	22	highly	highly	ADV
cana-5043	123	23	relevant	relevant	ADJ
cana-5043	123	24	to	to	ADP
cana-5043	123	25	businesses	business	NOUN
cana-5043	123	26	looking	look	VERB
cana-5043	123	27	to	to	PART
cana-5043	123	28	enhance	enhance	VERB
cana-5043	123	29	their	their	PRON
cana-5043	123	30	online	online	ADJ
cana-5043	123	31	presence	presence	NOUN
cana-5043	123	32	and	and	CCONJ
cana-5043	123	33	marketing	marketing	NOUN
cana-5043	123	34	strategies	strategy	NOUN
cana-5043	123	35	.	.	PUNCT
cana-5043	124	1	zhou	zhou	PROPN
cana-5043	124	2	lina	lina	PROPN
cana-5043	124	3	et	et	PROPN
cana-5043	124	4	al	al	PROPN
cana-5043	124	5	.	.	PROPN
cana-5043	125	1	(	(	PUNCT
cana-5043	125	2	2013	2013	NUM
cana-5043	125	3	)	)	PUNCT
cana-5043	125	4	claims	claim	VERB
cana-5043	125	5	the	the	DET
cana-5043	125	6	various	various	ADJ
cana-5043	125	7	model	model	NOUN
cana-5043	125	8	the	the	DET
cana-5043	125	9	insights	insight	NOUN
cana-5043	125	10	into	into	ADP
cana-5043	125	11	the	the	DET
cana-5043	125	12	concept	concept	NOUN
cana-5043	125	13	of	of	ADP
cana-5043	125	14	social	social	ADJ
cana-5043	125	15	commerce	commerce	NOUN
cana-5043	125	16	.	.	PUNCT
cana-5043	126	1	the	the	DET
cana-5043	126	2	researcher	researcher	NOUN
cana-5043	126	3	focuses	focus	VERB
cana-5043	126	4	comprehensively	comprehensively	ADV
cana-5043	126	5	on	on	ADP
cana-5043	126	6	the	the	DET
cana-5043	126	7	understanding	understanding	NOUN
cana-5043	126	8	of	of	ADP
cana-5043	126	9	social	social	ADJ
cana-5043	126	10	commerce	commerce	NOUN
cana-5043	126	11	.	.	PUNCT
cana-5043	127	1	while	while	SCONJ
cana-5043	127	2	studying	study	VERB
cana-5043	127	3	focus	focus	NOUN
cana-5043	127	4	on	on	ADP
cana-5043	127	5	various	various	ADJ
cana-5043	127	6	themes	theme	NOUN
cana-5043	127	7	,	,	PUNCT
cana-5043	127	8	components	component	NOUN
cana-5043	127	9	,	,	PUNCT
cana-5043	127	10	models	model	NOUN
cana-5043	127	11	that	that	PRON
cana-5043	127	12	assist	assist	VERB
cana-5043	127	13	the	the	DET
cana-5043	127	14	study	study	NOUN
cana-5043	127	15	and	and	CCONJ
cana-5043	127	16	results	result	NOUN
cana-5043	127	17	through	through	ADP
cana-5043	127	18	special	special	ADJ
cana-5043	127	19	coverage	coverage	NOUN
cana-5043	127	20	from	from	ADP
cana-5043	127	21	key	key	ADJ
cana-5043	127	22	five	five	NUM
cana-5043	127	23	articles	article	NOUN
cana-5043	127	24	.	.	PUNCT
cana-5043	128	1	from	from	ADP
cana-5043	128	2	results	result	NOUN
cana-5043	128	3	it	it	PRON
cana-5043	128	4	is	be	AUX
cana-5043	128	5	identified	identify	VERB
cana-5043	128	6	that	that	SCONJ
cana-5043	128	7	for	for	SCONJ
cana-5043	128	8	customers	customer	NOUN
cana-5043	128	9	social	social	ADJ
cana-5043	128	10	commerce	commerce	NOUN
cana-5043	128	11	is	be	AUX
cana-5043	128	12	very	very	ADV
cana-5043	128	13	helpful	helpful	ADJ
cana-5043	128	14	as	as	SCONJ
cana-5043	128	15	they	they	PRON
cana-5043	128	16	got	get	VERB
cana-5043	128	17	current	current	ADJ
cana-5043	128	18	updates	update	NOUN
cana-5043	128	19	about	about	ADP
cana-5043	128	20	market	market	NOUN
cana-5043	128	21	and	and	CCONJ
cana-5043	128	22	new	new	ADJ
cana-5043	128	23	products	product	NOUN
cana-5043	128	24	and	and	CCONJ
cana-5043	128	25	they	they	PRON
cana-5043	128	26	enjoy	enjoy	VERB
cana-5043	128	27	while	while	SCONJ
cana-5043	128	28	spending	spending	NOUN
cana-5043	128	29	.	.	PUNCT
cana-5043	129	1	objectives	objective	NOUN
cana-5043	129	2	of	of	ADP
cana-5043	129	3	the	the	DET
cana-5043	129	4	study	study	NOUN
cana-5043	129	5	all	all	DET
cana-5043	129	6	studies	study	NOUN
cana-5043	129	7	are	be	AUX
cana-5043	129	8	carried	carry	VERB
cana-5043	129	9	out	out	ADP
cana-5043	129	10	for	for	ADP
cana-5043	129	11	a	a	DET
cana-5043	129	12	particular	particular	ADJ
cana-5043	129	13	purpose	purpose	NOUN
cana-5043	129	14	.	.	PUNCT
cana-5043	130	1	objective	objective	NOUN
cana-5043	130	2	of	of	ADP
cana-5043	130	3	this	this	DET
cana-5043	130	4	study	study	NOUN
cana-5043	130	5	is	be	AUX
cana-5043	130	6	to	to	ADP
cana-5043	130	7	(	(	PUNCT
cana-5043	130	8	i	i	NOUN
cana-5043	130	9	)	)	PUNCT
cana-5043	130	10	understand	understand	VERB
cana-5043	130	11	the	the	DET
cana-5043	130	12	creativity	creativity	NOUN
cana-5043	130	13	of	of	ADP
cana-5043	130	14	marketing	marketing	NOUN
cana-5043	130	15	approaches	approach	NOUN
cana-5043	130	16	on	on	ADP
cana-5043	130	17	social	social	ADJ
cana-5043	130	18	commerce	commerce	NOUN
cana-5043	130	19	and	and	CCONJ
cana-5043	130	20	how	how	SCONJ
cana-5043	130	21	these	these	DET
cana-5043	130	22	approaches	approach	NOUN
cana-5043	130	23	change	change	VERB
cana-5043	130	24	the	the	DET
cana-5043	130	25	buying	buying	NOUN
cana-5043	130	26	behavior	behavior	NOUN
cana-5043	130	27	of	of	ADP
cana-5043	130	28	consumers	consumer	NOUN
cana-5043	130	29	.	.	PUNCT
cana-5043	131	1	(	(	PUNCT
cana-5043	131	2	ii	ii	X
cana-5043	131	3	)	)	PUNCT
cana-5043	131	4	another	another	DET
cana-5043	131	5	objective	objective	NOUN
cana-5043	131	6	is	be	AUX
cana-5043	131	7	to	to	PART
cana-5043	131	8	comprehend	comprehend	VERB
cana-5043	131	9	the	the	DET
cana-5043	131	10	financial	financial	ADJ
cana-5043	131	11	frauds	fraud	NOUN
cana-5043	131	12	that	that	PRON
cana-5043	131	13	are	be	AUX
cana-5043	131	14	faced	face	VERB
cana-5043	131	15	by	by	ADP
cana-5043	131	16	consumers	consumer	NOUN
cana-5043	131	17	after	after	ADP
cana-5043	131	18	buying	buy	VERB
cana-5043	131	19	from	from	ADP
cana-5043	131	20	social	social	ADJ
cana-5043	131	21	networking	network	VERB
cana-5043	131	22	sites	site	NOUN
cana-5043	131	23	(	(	PUNCT
cana-5043	131	24	snss	sns	NOUN
cana-5043	131	25	)	)	PUNCT
cana-5043	131	26	.	.	PUNCT
cana-5043	132	1	communications	communication	NOUN
cana-5043	132	2	on	on	ADP
cana-5043	132	3	applied	apply	VERB
cana-5043	132	4	nonlinear	nonlinear	ADJ
cana-5043	132	5	analysis	analysis	NOUN
cana-5043	132	6	issn	issn	NOUN
cana-5043	132	7	:	:	PUNCT
cana-5043	132	8	1074	1074	NUM
cana-5043	132	9	-	-	PUNCT
cana-5043	132	10	133x	133x	NUM
cana-5043	132	11	vol	vol	NOUN
cana-5043	132	12	32	32	NUM
cana-5043	132	13	no	no	NOUN
cana-5043	132	14	.	.	PUNCT
cana-5043	133	1	icmasd	icmasd	NOUN
cana-5043	133	2	(	(	PUNCT
cana-5043	133	3	2025	2025	NUM
cana-5043	133	4	)	)	PUNCT
cana-5043	133	5	156	156	NUM
cana-5043	133	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	133	7	research	research	NOUN
cana-5043	133	8	methodlogy	methodlogy	NOUN
cana-5043	133	9	an	an	DET
cana-5043	133	10	extensive	extensive	ADJ
cana-5043	133	11	review	review	NOUN
cana-5043	133	12	was	be	AUX
cana-5043	133	13	made	make	VERB
cana-5043	133	14	to	to	PART
cana-5043	133	15	fulfill	fulfill	VERB
cana-5043	133	16	the	the	DET
cana-5043	133	17	objectives	objective	NOUN
cana-5043	133	18	of	of	ADP
cana-5043	133	19	the	the	DET
cana-5043	133	20	paper	paper	NOUN
cana-5043	133	21	.	.	PUNCT
cana-5043	134	1	nature	nature	NOUN
cana-5043	134	2	of	of	ADP
cana-5043	134	3	this	this	DET
cana-5043	134	4	paper	paper	NOUN
cana-5043	134	5	is	be	AUX
cana-5043	134	6	empirical	empirical	ADJ
cana-5043	134	7	.	.	PUNCT
cana-5043	135	1	secondary	secondary	ADJ
cana-5043	135	2	data	datum	NOUN
cana-5043	135	3	utilized	utilize	VERB
cana-5043	135	4	for	for	ADP
cana-5043	135	5	the	the	DET
cana-5043	135	6	past	past	ADJ
cana-5043	135	7	five	five	NUM
cana-5043	135	8	years	year	NOUN
cana-5043	135	9	.	.	PUNCT
cana-5043	136	1	data	datum	NOUN
cana-5043	136	2	related	relate	VERB
cana-5043	136	3	to	to	ADP
cana-5043	136	4	important	important	ADJ
cana-5043	136	5	terms	term	NOUN
cana-5043	136	6	also	also	ADV
cana-5043	136	7	included	include	VERB
cana-5043	136	8	like	like	ADP
cana-5043	136	9	scommerce	scommerce	NOUN
cana-5043	136	10	,	,	PUNCT
cana-5043	136	11	marketing	marketing	NOUN
cana-5043	136	12	strategies	strategy	NOUN
cana-5043	136	13	,	,	PUNCT
cana-5043	136	14	financial	financial	ADJ
cana-5043	136	15	frauds	fraud	NOUN
cana-5043	136	16	and	and	CCONJ
cana-5043	136	17	for	for	ADP
cana-5043	136	18	this	this	DET
cana-5043	136	19	terms	term	NOUN
cana-5043	136	20	various	various	ADJ
cana-5043	136	21	websites	website	NOUN
cana-5043	136	22	are	be	AUX
cana-5043	136	23	also	also	ADV
cana-5043	136	24	referred	refer	VERB
cana-5043	136	25	.	.	PUNCT
cana-5043	137	1	more	more	ADJ
cana-5043	137	2	than	than	ADP
cana-5043	137	3	twenty	twenty	NUM
cana-5043	137	4	journal	journal	NOUN
cana-5043	137	5	papers	paper	NOUN
cana-5043	137	6	are	be	AUX
cana-5043	137	7	included	include	VERB
cana-5043	137	8	to	to	PART
cana-5043	137	9	reach	reach	VERB
cana-5043	137	10	at	at	ADP
cana-5043	137	11	conclusions	conclusion	NOUN
cana-5043	137	12	.	.	PUNCT
cana-5043	138	1	this	this	DET
cana-5043	138	2	study	study	NOUN
cana-5043	138	3	employs	employ	VERB
cana-5043	138	4	a	a	DET
cana-5043	138	5	systematic	systematic	ADJ
cana-5043	138	6	review	review	NOUN
cana-5043	138	7	methodology	methodology	NOUN
cana-5043	138	8	to	to	PART
cana-5043	138	9	explore	explore	VERB
cana-5043	138	10	the	the	DET
cana-5043	138	11	relationship	relationship	NOUN
cana-5043	138	12	between	between	ADP
cana-5043	138	13	social	social	ADJ
cana-5043	138	14	commerce	commerce	PROPN
cana-5043	138	15	,	,	PUNCT
cana-5043	138	16	innovative	innovative	ADJ
cana-5043	138	17	marketing	marketing	NOUN
cana-5043	138	18	strategies	strategy	NOUN
cana-5043	138	19	,	,	PUNCT
cana-5043	138	20	and	and	CCONJ
cana-5043	138	21	their	their	PRON
cana-5043	138	22	impact	impact	NOUN
cana-5043	138	23	on	on	ADP
cana-5043	138	24	consumers	consumer	NOUN
cana-5043	138	25	,	,	PUNCT
cana-5043	138	26	particularly	particularly	ADV
cana-5043	138	27	focusing	focus	VERB
cana-5043	138	28	on	on	ADP
cana-5043	138	29	the	the	DET
cana-5043	138	30	issue	issue	NOUN
cana-5043	138	31	of	of	ADP
cana-5043	138	32	financial	financial	ADJ
cana-5043	138	33	fraud	fraud	NOUN
cana-5043	138	34	.	.	PUNCT
cana-5043	139	1	the	the	DET
cana-5043	139	2	review	review	NOUN
cana-5043	139	3	will	will	AUX
cana-5043	139	4	gather	gather	VERB
cana-5043	139	5	peer	peer	NOUN
cana-5043	139	6	-	-	PUNCT
cana-5043	139	7	reviewed	review	VERB
cana-5043	139	8	articles	article	NOUN
cana-5043	139	9	and	and	CCONJ
cana-5043	139	10	empirical	empirical	ADJ
cana-5043	139	11	studies	study	NOUN
cana-5043	139	12	published	publish	VERB
cana-5043	139	13	within	within	ADP
cana-5043	139	14	the	the	DET
cana-5043	139	15	last	last	ADJ
cana-5043	139	16	decade	decade	NOUN
cana-5043	139	17	(	(	PUNCT
cana-5043	139	18	2014–2024	2014–2024	NUM
cana-5043	139	19	)	)	PUNCT
cana-5043	139	20	from	from	ADP
cana-5043	139	21	reputable	reputable	ADJ
cana-5043	139	22	databases	database	NOUN
cana-5043	139	23	such	such	ADJ
cana-5043	139	24	as	as	ADP
cana-5043	139	25	google	google	PROPN
cana-5043	139	26	scholar	scholar	NOUN
cana-5043	139	27	,	,	PUNCT
cana-5043	139	28	scopus	scopus	PROPN
cana-5043	139	29	,	,	PUNCT
cana-5043	139	30	and	and	CCONJ
cana-5043	139	31	web	web	NOUN
cana-5043	139	32	of	of	ADP
cana-5043	139	33	science	science	NOUN
cana-5043	139	34	.	.	PUNCT
cana-5043	140	1	to	to	PART
cana-5043	140	2	ensure	ensure	VERB
cana-5043	140	3	the	the	DET
cana-5043	140	4	inclusion	inclusion	NOUN
cana-5043	140	5	of	of	ADP
cana-5043	140	6	high	high	ADJ
cana-5043	140	7	-	-	PUNCT
cana-5043	140	8	quality	quality	NOUN
cana-5043	140	9	studies	study	NOUN
cana-5043	140	10	,	,	PUNCT
cana-5043	140	11	only	only	ADV
cana-5043	140	12	articles	article	NOUN
cana-5043	140	13	discussing	discuss	VERB
cana-5043	140	14	the	the	DET
cana-5043	140	15	influence	influence	NOUN
cana-5043	140	16	of	of	ADP
cana-5043	140	17	innovative	innovative	ADJ
cana-5043	140	18	marketing	marketing	NOUN
cana-5043	140	19	techniques	technique	NOUN
cana-5043	140	20	in	in	ADP
cana-5043	140	21	the	the	DET
cana-5043	140	22	s	s	PROPN
cana-5043	140	23	-	-	PUNCT
cana-5043	140	24	commerce	commerce	NOUN
cana-5043	140	25	context	context	NOUN
cana-5043	140	26	and	and	CCONJ
cana-5043	140	27	addressing	address	VERB
cana-5043	140	28	consumer	consumer	NOUN
cana-5043	140	29	-	-	PUNCT
cana-5043	140	30	related	relate	VERB
cana-5043	140	31	financial	financial	ADJ
cana-5043	140	32	fraud	fraud	NOUN
cana-5043	140	33	will	will	AUX
cana-5043	140	34	be	be	AUX
cana-5043	140	35	considered	consider	VERB
cana-5043	140	36	.	.	PUNCT
cana-5043	141	1	studies	study	NOUN
cana-5043	141	2	will	will	AUX
cana-5043	141	3	be	be	AUX
cana-5043	141	4	selected	select	VERB
cana-5043	141	5	based	base	VERB
cana-5043	141	6	on	on	ADP
cana-5043	141	7	their	their	PRON
cana-5043	141	8	methodological	methodological	ADJ
cana-5043	141	9	rigor	rigor	NOUN
cana-5043	141	10	,	,	PUNCT
cana-5043	141	11	including	include	VERB
cana-5043	141	12	both	both	CCONJ
cana-5043	141	13	quantitative	quantitative	ADJ
cana-5043	141	14	and	and	CCONJ
cana-5043	141	15	qualitative	qualitative	ADJ
cana-5043	141	16	research	research	NOUN
cana-5043	141	17	designs	design	NOUN
cana-5043	141	18	.	.	PUNCT
cana-5043	142	1	once	once	SCONJ
cana-5043	142	2	studies	study	NOUN
cana-5043	142	3	are	be	AUX
cana-5043	142	4	identified	identify	VERB
cana-5043	142	5	,	,	PUNCT
cana-5043	142	6	data	datum	NOUN
cana-5043	142	7	will	will	AUX
cana-5043	142	8	be	be	AUX
cana-5043	142	9	extracted	extract	VERB
cana-5043	142	10	regarding	regard	VERB
cana-5043	142	11	key	key	ADJ
cana-5043	142	12	variables	variable	NOUN
cana-5043	142	13	such	such	ADJ
cana-5043	142	14	as	as	ADP
cana-5043	142	15	marketing	marketing	NOUN
cana-5043	142	16	strategies	strategy	NOUN
cana-5043	142	17	employed	employ	VERB
cana-5043	142	18	in	in	ADP
cana-5043	142	19	s	s	NOUN
cana-5043	142	20	-	-	PUNCT
cana-5043	142	21	commerce	commerce	NOUN
cana-5043	142	22	,	,	PUNCT
cana-5043	142	23	consumer	consumer	NOUN
cana-5043	142	24	trust	trust	NOUN
cana-5043	142	25	,	,	PUNCT
cana-5043	142	26	behavior	behavior	NOUN
cana-5043	142	27	,	,	PUNCT
cana-5043	142	28	and	and	CCONJ
cana-5043	142	29	the	the	DET
cana-5043	142	30	frequency	frequency	NOUN
cana-5043	142	31	and	and	CCONJ
cana-5043	142	32	types	type	NOUN
cana-5043	142	33	of	of	ADP
cana-5043	142	34	financial	financial	ADJ
cana-5043	142	35	fraud	fraud	NOUN
cana-5043	142	36	.	.	PUNCT
cana-5043	143	1	the	the	DET
cana-5043	143	2	data	datum	NOUN
cana-5043	143	3	will	will	AUX
cana-5043	143	4	be	be	AUX
cana-5043	143	5	synthesized	synthesize	VERB
cana-5043	143	6	using	use	VERB
cana-5043	143	7	both	both	CCONJ
cana-5043	143	8	qualitative	qualitative	ADJ
cana-5043	143	9	and	and	CCONJ
cana-5043	143	10	quantitative	quantitative	ADJ
cana-5043	143	11	approaches	approach	NOUN
cana-5043	143	12	.	.	PUNCT
cana-5043	144	1	for	for	ADP
cana-5043	144	2	studies	study	NOUN
cana-5043	144	3	presenting	present	VERB
cana-5043	144	4	statistical	statistical	ADJ
cana-5043	144	5	results	result	NOUN
cana-5043	144	6	,	,	PUNCT
cana-5043	144	7	meta	meta	ADJ
cana-5043	144	8	-	-	PUNCT
cana-5043	144	9	analysis	analysis	NOUN
cana-5043	144	10	techniques	technique	NOUN
cana-5043	144	11	will	will	AUX
cana-5043	144	12	be	be	AUX
cana-5043	144	13	used	use	VERB
cana-5043	144	14	to	to	PART
cana-5043	144	15	calculate	calculate	VERB
cana-5043	144	16	effect	effect	NOUN
cana-5043	144	17	sizes	size	NOUN
cana-5043	144	18	and	and	CCONJ
cana-5043	144	19	summarize	summarize	VERB
cana-5043	144	20	the	the	DET
cana-5043	144	21	overall	overall	ADJ
cana-5043	144	22	impact	impact	NOUN
cana-5043	144	23	of	of	ADP
cana-5043	144	24	marketing	marketing	NOUN
cana-5043	144	25	strategies	strategy	NOUN
cana-5043	144	26	on	on	ADP
cana-5043	144	27	consumer	consumer	NOUN
cana-5043	144	28	behavior	behavior	NOUN
cana-5043	144	29	,	,	PUNCT
cana-5043	144	30	while	while	SCONJ
cana-5043	144	31	thematic	thematic	ADJ
cana-5043	144	32	analysis	analysis	NOUN
cana-5043	144	33	will	will	AUX
cana-5043	144	34	be	be	AUX
cana-5043	144	35	applied	apply	VERB
cana-5043	144	36	to	to	ADP
cana-5043	144	37	qualitative	qualitative	ADJ
cana-5043	144	38	studies	study	NOUN
cana-5043	144	39	to	to	PART
cana-5043	144	40	identify	identify	VERB
cana-5043	144	41	recurring	recur	VERB
cana-5043	144	42	themes	theme	NOUN
cana-5043	144	43	related	relate	VERB
cana-5043	144	44	to	to	ADP
cana-5043	144	45	consumer	consumer	NOUN
cana-5043	144	46	fraud	fraud	NOUN
cana-5043	144	47	.	.	PUNCT
cana-5043	145	1	this	this	DET
cana-5043	145	2	methodology	methodology	NOUN
cana-5043	145	3	will	will	AUX
cana-5043	145	4	allow	allow	VERB
cana-5043	145	5	for	for	ADP
cana-5043	145	6	a	a	DET
cana-5043	145	7	comprehensive	comprehensive	ADJ
cana-5043	145	8	synthesis	synthesis	NOUN
cana-5043	145	9	of	of	ADP
cana-5043	145	10	existing	exist	VERB
cana-5043	145	11	literature	literature	NOUN
cana-5043	145	12	,	,	PUNCT
cana-5043	145	13	highlighting	highlight	VERB
cana-5043	145	14	trends	trend	NOUN
cana-5043	145	15	,	,	PUNCT
cana-5043	145	16	gaps	gap	NOUN
cana-5043	145	17	,	,	PUNCT
cana-5043	145	18	and	and	CCONJ
cana-5043	145	19	areas	area	NOUN
cana-5043	145	20	for	for	ADP
cana-5043	145	21	future	future	ADJ
cana-5043	145	22	research	research	NOUN
cana-5043	145	23	.	.	PUNCT
cana-5043	146	1	the	the	DET
cana-5043	146	2	review	review	NOUN
cana-5043	146	3	will	will	AUX
cana-5043	146	4	also	also	ADV
cana-5043	146	5	critically	critically	ADV
cana-5043	146	6	examine	examine	VERB
cana-5043	146	7	the	the	DET
cana-5043	146	8	effectiveness	effectiveness	NOUN
cana-5043	146	9	of	of	ADP
cana-5043	146	10	various	various	ADJ
cana-5043	146	11	fraud	fraud	NOUN
cana-5043	146	12	prevention	prevention	NOUN
cana-5043	146	13	measures	measure	NOUN
cana-5043	146	14	and	and	CCONJ
cana-5043	146	15	their	their	PRON
cana-5043	146	16	implications	implication	NOUN
cana-5043	146	17	for	for	ADP
cana-5043	146	18	enhancing	enhance	VERB
cana-5043	146	19	consumer	consumer	NOUN
cana-5043	146	20	trust	trust	NOUN
cana-5043	146	21	in	in	ADP
cana-5043	146	22	social	social	ADJ
cana-5043	146	23	commerce	commerce	NOUN
cana-5043	146	24	environments	environment	NOUN
cana-5043	146	25	.	.	PUNCT
cana-5043	147	1	ethical	ethical	ADJ
cana-5043	147	2	considerations	consideration	NOUN
cana-5043	147	3	,	,	PUNCT
cana-5043	147	4	such	such	ADJ
cana-5043	147	5	as	as	ADP
cana-5043	147	6	the	the	DET
cana-5043	147	7	proper	proper	ADJ
cana-5043	147	8	citation	citation	NOUN
cana-5043	147	9	of	of	ADP
cana-5043	147	10	sources	source	NOUN
cana-5043	147	11	,	,	PUNCT
cana-5043	147	12	will	will	AUX
cana-5043	147	13	be	be	AUX
cana-5043	147	14	strictly	strictly	ADV
cana-5043	147	15	followed	follow	VERB
cana-5043	147	16	throughout	throughout	ADP
cana-5043	147	17	the	the	DET
cana-5043	147	18	review	review	NOUN
cana-5043	147	19	process	process	NOUN
cana-5043	147	20	.	.	PUNCT
cana-5043	148	1	results	result	NOUN
cana-5043	148	2	and	and	CCONJ
cana-5043	148	3	discussions	discussion	NOUN
cana-5043	148	4	the	the	DET
cana-5043	148	5	above	above	ADP
cana-5043	148	6	review	review	NOUN
cana-5043	148	7	of	of	ADP
cana-5043	148	8	literature	literature	NOUN
cana-5043	148	9	gives	give	VERB
cana-5043	148	10	us	we	PRON
cana-5043	148	11	a	a	DET
cana-5043	148	12	comprehensive	comprehensive	ADJ
cana-5043	148	13	view	view	NOUN
cana-5043	148	14	of	of	ADP
cana-5043	148	15	social	social	ADJ
cana-5043	148	16	commerce	commerce	NOUN
cana-5043	148	17	and	and	CCONJ
cana-5043	148	18	its	its	PRON
cana-5043	148	19	influence	influence	NOUN
cana-5043	148	20	on	on	ADP
cana-5043	148	21	consumer	consumer	NOUN
cana-5043	148	22	activities	activity	NOUN
cana-5043	148	23	.	.	PUNCT
cana-5043	149	1	s	s	X
cana-5043	149	2	-	-	PUNCT
cana-5043	149	3	commerce	commerce	NOUN
cana-5043	149	4	is	be	AUX
cana-5043	149	5	widely	widely	ADV
cana-5043	149	6	spread	spread	VERB
cana-5043	149	7	,	,	PUNCT
cana-5043	149	8	its	its	PRON
cana-5043	149	9	knowledge	knowledge	NOUN
cana-5043	149	10	is	be	AUX
cana-5043	149	11	mandatory	mandatory	ADJ
cana-5043	149	12	to	to	PART
cana-5043	149	13	protect	protect	VERB
cana-5043	149	14	from	from	ADP
cana-5043	149	15	various	various	ADJ
cana-5043	149	16	category	category	NOUN
cana-5043	149	17	of	of	ADP
cana-5043	149	18	frauds	fraud	NOUN
cana-5043	149	19	that	that	PRON
cana-5043	149	20	is	be	AUX
cana-5043	149	21	committed	commit	VERB
cana-5043	149	22	by	by	ADP
cana-5043	149	23	criminals	criminal	NOUN
cana-5043	149	24	.	.	PUNCT
cana-5043	150	1	above	above	ADP
cana-5043	150	2	studies	study	NOUN
cana-5043	150	3	concluded	conclude	VERB
cana-5043	150	4	various	various	ADJ
cana-5043	150	5	alternatives	alternative	NOUN
cana-5043	150	6	that	that	PRON
cana-5043	150	7	help	help	VERB
cana-5043	150	8	the	the	DET
cana-5043	150	9	people	people	NOUN
cana-5043	150	10	.	.	PUNCT
cana-5043	151	1	rahim	rahim	PROPN
cana-5043	151	2	tariq	tariq	PROPN
cana-5043	151	3	et	et	PROPN
cana-5043	151	4	al	al	PROPN
cana-5043	151	5	.	.	PROPN
cana-5043	152	1	(	(	PUNCT
cana-5043	152	2	2019	2019	NUM
cana-5043	152	3	)	)	PUNCT
cana-5043	152	4	provide	provide	VERB
cana-5043	152	5	the	the	DET
cana-5043	152	6	various	various	ADJ
cana-5043	152	7	preventive	preventive	ADJ
cana-5043	152	8	measures	measure	NOUN
cana-5043	152	9	against	against	ADP
cana-5043	152	10	the	the	DET
cana-5043	152	11	cyber	cyber	NOUN
cana-5043	152	12	casing	casing	NOUN
cana-5043	152	13	,	,	PUNCT
cana-5043	152	14	card	card	NOUN
cana-5043	152	15	fraud	fraud	NOUN
cana-5043	152	16	,	,	PUNCT
cana-5043	152	17	cyber	cyber	NOUN
cana-5043	152	18	casing	casing	NOUN
cana-5043	152	19	,	,	PUNCT
cana-5043	152	20	malware	malware	NOUN
cana-5043	152	21	etc	etc	X
cana-5043	152	22	.	.	X
cana-5043	153	1	in	in	ADP
cana-5043	153	2	general	general	ADJ
cana-5043	153	3	also	also	ADV
cana-5043	153	4	peoples	people	NOUN
cana-5043	153	5	have	have	VERB
cana-5043	153	6	to	to	PART
cana-5043	153	7	avoid	avoid	VERB
cana-5043	153	8	revealing	reveal	VERB
cana-5043	153	9	their	their	PRON
cana-5043	153	10	private	private	ADJ
cana-5043	153	11	life	life	NOUN
cana-5043	153	12	on	on	ADP
cana-5043	153	13	social	social	ADJ
cana-5043	153	14	media	medium	NOUN
cana-5043	153	15	,	,	PUNCT
cana-5043	153	16	because	because	SCONJ
cana-5043	153	17	most	most	ADJ
cana-5043	153	18	of	of	ADP
cana-5043	153	19	the	the	DET
cana-5043	153	20	criminals	criminal	NOUN
cana-5043	153	21	track	track	VERB
cana-5043	153	22	on	on	ADP
cana-5043	153	23	you	you	PRON
cana-5043	153	24	and	and	CCONJ
cana-5043	153	25	pattern	pattern	VERB
cana-5043	153	26	the	the	DET
cana-5043	153	27	activities	activity	NOUN
cana-5043	153	28	that	that	PRON
cana-5043	153	29	you	you	PRON
cana-5043	153	30	have	have	AUX
cana-5043	153	31	done	do	VERB
cana-5043	153	32	in	in	ADP
cana-5043	153	33	your	your	PRON
cana-5043	153	34	regular	regular	ADJ
cana-5043	153	35	lives	life	NOUN
cana-5043	153	36	.	.	PUNCT
cana-5043	154	1	on	on	ADP
cana-5043	154	2	that	that	SCONJ
cana-5043	154	3	they	they	PRON
cana-5043	154	4	will	will	AUX
cana-5043	154	5	target	target	VERB
cana-5043	154	6	the	the	DET
cana-5043	154	7	victims	victim	NOUN
cana-5043	154	8	and	and	CCONJ
cana-5043	154	9	attack	attack	NOUN
cana-5043	154	10	badly	badly	ADV
cana-5043	154	11	.	.	PUNCT
cana-5043	155	1	marketing	marketing	NOUN
cana-5043	155	2	fraud	fraud	NOUN
cana-5043	155	3	is	be	AUX
cana-5043	155	4	illegal	illegal	ADJ
cana-5043	155	5	activity	activity	NOUN
cana-5043	155	6	.	.	PUNCT
cana-5043	156	1	as	as	SCONJ
cana-5043	156	2	marketers	marketer	NOUN
cana-5043	156	3	intentionally	intentionally	ADV
cana-5043	156	4	prominent	prominent	VERB
cana-5043	156	5	the	the	DET
cana-5043	156	6	positive	positive	ADJ
cana-5043	156	7	sides	side	NOUN
cana-5043	156	8	of	of	ADP
cana-5043	156	9	their	their	PRON
cana-5043	156	10	products	product	NOUN
cana-5043	156	11	and	and	CCONJ
cana-5043	156	12	under	under	ADP
cana-5043	156	13	lap	lap	NOUN
cana-5043	156	14	the	the	DET
cana-5043	156	15	negative	negative	ADJ
cana-5043	156	16	aspects	aspect	NOUN
cana-5043	156	17	,	,	PUNCT
cana-5043	156	18	in	in	ADP
cana-5043	156	19	that	that	DET
cana-5043	156	20	way	way	NOUN
cana-5043	156	21	consumer	consumer	NOUN
cana-5043	156	22	are	be	AUX
cana-5043	156	23	trapped	trap	VERB
cana-5043	156	24	by	by	ADP
cana-5043	156	25	marketers	marketer	NOUN
cana-5043	156	26	ultimately	ultimately	ADV
cana-5043	156	27	suffer	suffer	VERB
cana-5043	156	28	the	the	DET
cana-5043	156	29	heavy	heavy	ADJ
cana-5043	156	30	losses	loss	NOUN
cana-5043	156	31	.	.	PUNCT
cana-5043	157	1	in	in	ADP
cana-5043	157	2	between	between	ADP
cana-5043	157	3	that	that	DET
cana-5043	157	4	online	online	ADJ
cana-5043	157	5	criminals	criminal	NOUN
cana-5043	157	6	takes	take	VERB
cana-5043	157	7	the	the	DET
cana-5043	157	8	advantage	advantage	NOUN
cana-5043	157	9	and	and	CCONJ
cana-5043	157	10	directly	directly	ADV
cana-5043	157	11	or	or	CCONJ
cana-5043	157	12	indirectly	indirectly	ADV
cana-5043	157	13	hits	hit	VERB
cana-5043	157	14	the	the	DET
cana-5043	157	15	people	people	NOUN
cana-5043	157	16	.	.	PUNCT
cana-5043	158	1	drury	drury	PROPN
cana-5043	158	2	bret	bret	PROPN
cana-5043	158	3	et	et	PROPN
cana-5043	158	4	al	al	PROPN
cana-5043	158	5	.	.	PROPN
cana-5043	159	1	(	(	PUNCT
cana-5043	159	2	2022	2022	NUM
cana-5043	159	3	)	)	PUNCT
cana-5043	159	4	discuss	discuss	VERB
cana-5043	159	5	how	how	SCONJ
cana-5043	159	6	to	to	PART
cana-5043	159	7	identify	identify	VERB
cana-5043	159	8	the	the	DET
cana-5043	159	9	fraudulent	fraudulent	ADJ
cana-5043	159	10	activities	activity	NOUN
cana-5043	159	11	,	,	PUNCT
cana-5043	159	12	impersonal	impersonal	ADJ
cana-5043	159	13	accounts	account	NOUN
cana-5043	159	14	,	,	PUNCT
cana-5043	159	15	and	and	CCONJ
cana-5043	159	16	criminals	criminal	NOUN
cana-5043	159	17	.	.	PUNCT
cana-5043	160	1	the	the	DET
cana-5043	160	2	findings	finding	NOUN
cana-5043	160	3	indicate	indicate	VERB
cana-5043	160	4	that	that	SCONJ
cana-5043	160	5	social	social	ADJ
cana-5043	160	6	commerce	commerce	NOUN
cana-5043	160	7	has	have	AUX
cana-5043	160	8	significantly	significantly	ADV
cana-5043	160	9	influenced	influence	VERB
cana-5043	160	10	consumer	consumer	NOUN
cana-5043	160	11	behavior	behavior	NOUN
cana-5043	160	12	by	by	ADP
cana-5043	160	13	transforming	transform	VERB
cana-5043	160	14	the	the	DET
cana-5043	160	15	way	way	NOUN
cana-5043	160	16	people	people	NOUN
cana-5043	160	17	shop	shop	VERB
cana-5043	160	18	and	and	CCONJ
cana-5043	160	19	interact	interact	VERB
cana-5043	160	20	with	with	ADP
cana-5043	160	21	brands	brand	NOUN
cana-5043	160	22	.	.	PUNCT
cana-5043	161	1	features	feature	NOUN
cana-5043	161	2	like	like	ADP
cana-5043	161	3	product	product	NOUN
cana-5043	161	4	reviews	review	NOUN
cana-5043	161	5	,	,	PUNCT
cana-5043	161	6	social	social	ADJ
cana-5043	161	7	media	medium	NOUN
cana-5043	161	8	engagement	engagement	NOUN
cana-5043	161	9	,	,	PUNCT
cana-5043	161	10	and	and	CCONJ
cana-5043	161	11	personalized	personalized	ADJ
cana-5043	161	12	recommendations	recommendation	NOUN
cana-5043	161	13	have	have	AUX
cana-5043	161	14	shifted	shift	VERB
cana-5043	161	15	the	the	DET
cana-5043	161	16	purchasing	purchasing	NOUN
cana-5043	161	17	process	process	NOUN
cana-5043	161	18	from	from	ADP
cana-5043	161	19	communications	communication	NOUN
cana-5043	161	20	on	on	ADP
cana-5043	161	21	applied	apply	VERB
cana-5043	161	22	nonlinear	nonlinear	ADJ
cana-5043	161	23	analysis	analysis	NOUN
cana-5043	161	24	issn	issn	NOUN
cana-5043	161	25	:	:	PUNCT
cana-5043	161	26	1074	1074	NUM
cana-5043	161	27	-	-	PUNCT
cana-5043	161	28	133x	133x	NUM
cana-5043	161	29	vol	vol	NOUN
cana-5043	161	30	32	32	NUM
cana-5043	161	31	no	no	NOUN
cana-5043	161	32	.	.	PUNCT
cana-5043	162	1	icmasd	icmasd	NOUN
cana-5043	162	2	(	(	PUNCT
cana-5043	162	3	2025	2025	NUM
cana-5043	162	4	)	)	PUNCT
cana-5043	162	5	157	157	NUM
cana-5043	162	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	162	7	traditional	traditional	ADJ
cana-5043	162	8	retail	retail	NOUN
cana-5043	162	9	to	to	ADP
cana-5043	162	10	more	more	ADV
cana-5043	162	11	dynamic	dynamic	ADJ
cana-5043	162	12	,	,	PUNCT
cana-5043	162	13	consumer	consumer	NOUN
cana-5043	162	14	-	-	PUNCT
cana-5043	162	15	driven	drive	VERB
cana-5043	162	16	interactions	interaction	NOUN
cana-5043	162	17	.	.	PUNCT
cana-5043	163	1	as	as	ADP
cana-5043	163	2	a	a	DET
cana-5043	163	3	result	result	NOUN
cana-5043	163	4	,	,	PUNCT
cana-5043	163	5	trust	trust	NOUN
cana-5043	163	6	has	have	AUX
cana-5043	163	7	become	become	VERB
cana-5043	163	8	a	a	DET
cana-5043	163	9	crucial	crucial	ADJ
cana-5043	163	10	factor	factor	NOUN
cana-5043	163	11	for	for	ADP
cana-5043	163	12	consumers	consumer	NOUN
cana-5043	163	13	when	when	SCONJ
cana-5043	163	14	deciding	decide	VERB
cana-5043	163	15	to	to	PART
cana-5043	163	16	engage	engage	VERB
cana-5043	163	17	with	with	ADP
cana-5043	163	18	social	social	ADJ
cana-5043	163	19	commerce	commerce	NOUN
cana-5043	163	20	platforms	platform	NOUN
cana-5043	163	21	.	.	PUNCT
cana-5043	164	1	however	however	ADV
cana-5043	164	2	,	,	PUNCT
cana-5043	164	3	alongside	alongside	ADP
cana-5043	164	4	this	this	DET
cana-5043	164	5	growth	growth	NOUN
cana-5043	164	6	,	,	PUNCT
cana-5043	164	7	concerns	concern	NOUN
cana-5043	164	8	about	about	ADP
cana-5043	164	9	financial	financial	ADJ
cana-5043	164	10	fraud	fraud	NOUN
cana-5043	164	11	—	—	PUNCT
cana-5043	164	12	including	include	VERB
cana-5043	164	13	scams	scam	NOUN
cana-5043	164	14	like	like	ADP
cana-5043	164	15	phishing	phishe	VERB
cana-5043	164	16	and	and	CCONJ
cana-5043	164	17	the	the	DET
cana-5043	164	18	sale	sale	NOUN
cana-5043	164	19	of	of	ADP
cana-5043	164	20	counterfeit	counterfeit	ADJ
cana-5043	164	21	goods	good	NOUN
cana-5043	164	22	—	—	PUNCT
cana-5043	164	23	have	have	AUX
cana-5043	164	24	also	also	ADV
cana-5043	164	25	intensified	intensify	VERB
cana-5043	164	26	,	,	PUNCT
cana-5043	164	27	creating	create	VERB
cana-5043	164	28	barriers	barrier	NOUN
cana-5043	164	29	to	to	ADP
cana-5043	164	30	consumer	consumer	NOUN
cana-5043	164	31	confidence	confidence	NOUN
cana-5043	164	32	and	and	CCONJ
cana-5043	164	33	engagement	engagement	NOUN
cana-5043	164	34	in	in	ADP
cana-5043	164	35	these	these	DET
cana-5043	164	36	platforms	platform	NOUN
cana-5043	164	37	.	.	PUNCT
cana-5043	165	1	to	to	PART
cana-5043	165	2	mitigate	mitigate	VERB
cana-5043	165	3	these	these	DET
cana-5043	165	4	challenges	challenge	NOUN
cana-5043	165	5	,	,	PUNCT
cana-5043	165	6	businesses	business	NOUN
cana-5043	165	7	must	must	AUX
cana-5043	165	8	focus	focus	VERB
cana-5043	165	9	on	on	ADP
cana-5043	165	10	reinforcing	reinforce	VERB
cana-5043	165	11	consumer	consumer	NOUN
cana-5043	165	12	trust	trust	NOUN
cana-5043	165	13	by	by	ADP
cana-5043	165	14	ensuring	ensure	VERB
cana-5043	165	15	transparent	transparent	ADJ
cana-5043	165	16	communication	communication	NOUN
cana-5043	165	17	,	,	PUNCT
cana-5043	165	18	providing	provide	VERB
cana-5043	165	19	secure	secure	ADJ
cana-5043	165	20	payment	payment	NOUN
cana-5043	165	21	methods	method	NOUN
cana-5043	165	22	,	,	PUNCT
cana-5043	165	23	and	and	CCONJ
cana-5043	165	24	delivering	deliver	VERB
cana-5043	165	25	accurate	accurate	ADJ
cana-5043	165	26	product	product	NOUN
cana-5043	165	27	information	information	NOUN
cana-5043	165	28	.	.	PUNCT
cana-5043	166	1	the	the	DET
cana-5043	166	2	implementation	implementation	NOUN
cana-5043	166	3	of	of	ADP
cana-5043	166	4	advanced	advanced	ADJ
cana-5043	166	5	fraud	fraud	NOUN
cana-5043	166	6	detection	detection	NOUN
cana-5043	166	7	technologies	technology	NOUN
cana-5043	166	8	,	,	PUNCT
cana-5043	166	9	such	such	ADJ
cana-5043	166	10	as	as	ADP
cana-5043	166	11	machine	machine	NOUN
cana-5043	166	12	learning	learn	VERB
cana-5043	166	13	algorithms	algorithm	NOUN
cana-5043	166	14	and	and	CCONJ
cana-5043	166	15	secure	secure	VERB
cana-5043	166	16	authentication	authentication	NOUN
cana-5043	166	17	systems	system	NOUN
cana-5043	166	18	,	,	PUNCT
cana-5043	166	19	is	be	AUX
cana-5043	166	20	essential	essential	ADJ
cana-5043	166	21	in	in	ADP
cana-5043	166	22	maintaining	maintain	VERB
cana-5043	166	23	platform	platform	NOUN
cana-5043	166	24	integrity	integrity	NOUN
cana-5043	166	25	and	and	CCONJ
cana-5043	166	26	protecting	protect	VERB
cana-5043	166	27	consumer	consumer	NOUN
cana-5043	166	28	data	datum	NOUN
cana-5043	166	29	.	.	PUNCT
cana-5043	167	1	these	these	DET
cana-5043	167	2	measures	measure	NOUN
cana-5043	167	3	not	not	PART
cana-5043	167	4	only	only	ADV
cana-5043	167	5	safeguard	safeguard	VERB
cana-5043	167	6	users	user	NOUN
cana-5043	167	7	but	but	CCONJ
cana-5043	167	8	also	also	ADV
cana-5043	167	9	encourage	encourage	VERB
cana-5043	167	10	long	long	ADJ
cana-5043	167	11	-	-	PUNCT
cana-5043	167	12	term	term	NOUN
cana-5043	167	13	customer	customer	NOUN
cana-5043	167	14	loyalty	loyalty	NOUN
cana-5043	167	15	by	by	ADP
cana-5043	167	16	creating	create	VERB
cana-5043	167	17	a	a	DET
cana-5043	167	18	safer	safe	ADJ
cana-5043	167	19	shopping	shopping	NOUN
cana-5043	167	20	environment	environment	NOUN
cana-5043	167	21	.	.	PUNCT
cana-5043	168	1	despite	despite	SCONJ
cana-5043	168	2	these	these	DET
cana-5043	168	3	technological	technological	ADJ
cana-5043	168	4	advancements	advancement	NOUN
cana-5043	168	5	,	,	PUNCT
cana-5043	168	6	many	many	ADJ
cana-5043	168	7	consumers	consumer	NOUN
cana-5043	168	8	remain	remain	VERB
cana-5043	168	9	unaware	unaware	ADJ
cana-5043	168	10	of	of	ADP
cana-5043	168	11	the	the	DET
cana-5043	168	12	risks	risk	NOUN
cana-5043	168	13	involved	involve	VERB
cana-5043	168	14	in	in	ADP
cana-5043	168	15	online	online	ADJ
cana-5043	168	16	shopping	shopping	NOUN
cana-5043	168	17	.	.	PUNCT
cana-5043	169	1	to	to	PART
cana-5043	169	2	address	address	VERB
cana-5043	169	3	this	this	PRON
cana-5043	169	4	,	,	PUNCT
cana-5043	169	5	it	it	PRON
cana-5043	169	6	is	be	AUX
cana-5043	169	7	crucial	crucial	ADJ
cana-5043	169	8	for	for	SCONJ
cana-5043	169	9	businesses	business	NOUN
cana-5043	169	10	to	to	PART
cana-5043	169	11	take	take	VERB
cana-5043	169	12	an	an	DET
cana-5043	169	13	active	active	ADJ
cana-5043	169	14	role	role	NOUN
cana-5043	169	15	in	in	ADP
cana-5043	169	16	consumer	consumer	NOUN
cana-5043	169	17	education	education	NOUN
cana-5043	169	18	.	.	PUNCT
cana-5043	170	1	informing	inform	VERB
cana-5043	170	2	users	user	NOUN
cana-5043	170	3	about	about	ADP
cana-5043	170	4	how	how	SCONJ
cana-5043	170	5	to	to	PART
cana-5043	170	6	identify	identify	VERB
cana-5043	170	7	fraudulent	fraudulent	ADJ
cana-5043	170	8	activities	activity	NOUN
cana-5043	170	9	and	and	CCONJ
cana-5043	170	10	emphasizing	emphasize	VERB
cana-5043	170	11	the	the	DET
cana-5043	170	12	security	security	NOUN
cana-5043	170	13	measures	measure	NOUN
cana-5043	170	14	in	in	ADP
cana-5043	170	15	place	place	NOUN
cana-5043	170	16	on	on	ADP
cana-5043	170	17	platforms	platform	NOUN
cana-5043	170	18	will	will	AUX
cana-5043	170	19	help	help	VERB
cana-5043	170	20	reduce	reduce	VERB
cana-5043	170	21	anxiety	anxiety	NOUN
cana-5043	170	22	and	and	CCONJ
cana-5043	170	23	increase	increase	VERB
cana-5043	170	24	engagement	engagement	NOUN
cana-5043	170	25	.	.	PUNCT
cana-5043	171	1	as	as	SCONJ
cana-5043	171	2	businesses	business	NOUN
cana-5043	171	3	adopt	adopt	VERB
cana-5043	171	4	these	these	DET
cana-5043	171	5	strategies	strategy	NOUN
cana-5043	171	6	,	,	PUNCT
cana-5043	171	7	they	they	PRON
cana-5043	171	8	will	will	AUX
cana-5043	171	9	likely	likely	ADV
cana-5043	171	10	see	see	VERB
cana-5043	171	11	improved	improved	ADJ
cana-5043	171	12	trust	trust	NOUN
cana-5043	171	13	,	,	PUNCT
cana-5043	171	14	higher	high	ADJ
cana-5043	171	15	conversion	conversion	NOUN
cana-5043	171	16	rates	rate	NOUN
cana-5043	171	17	,	,	PUNCT
cana-5043	171	18	and	and	CCONJ
cana-5043	171	19	stronger	strong	ADJ
cana-5043	171	20	relationships	relationship	NOUN
cana-5043	171	21	with	with	ADP
cana-5043	171	22	customers	customer	NOUN
cana-5043	171	23	in	in	ADP
cana-5043	171	24	an	an	DET
cana-5043	171	25	increasingly	increasingly	ADV
cana-5043	171	26	digital	digital	ADJ
cana-5043	171	27	marketplace	marketplace	NOUN
cana-5043	171	28	.	.	PUNCT
cana-5043	172	1	conclusion	conclusion	NOUN
cana-5043	172	2	as	as	ADP
cana-5043	172	3	per	per	ADP
cana-5043	172	4	grounded	ground	VERB
cana-5043	172	5	on	on	ADP
cana-5043	172	6	the	the	DET
cana-5043	172	7	study	study	NOUN
cana-5043	172	8	,	,	PUNCT
cana-5043	172	9	innovative	innovative	ADJ
cana-5043	172	10	marketing	marketing	NOUN
cana-5043	172	11	strategies	strategy	NOUN
cana-5043	172	12	brings	bring	VERB
cana-5043	172	13	changes	change	NOUN
cana-5043	172	14	in	in	ADP
cana-5043	172	15	the	the	DET
cana-5043	172	16	mind	mind	NOUN
cana-5043	172	17	of	of	ADP
cana-5043	172	18	consumers	consumer	NOUN
cana-5043	172	19	and	and	CCONJ
cana-5043	172	20	effects	effect	NOUN
cana-5043	172	21	the	the	DET
cana-5043	172	22	buying	buying	NOUN
cana-5043	172	23	behavior	behavior	NOUN
cana-5043	172	24	.	.	PUNCT
cana-5043	173	1	criminals	criminal	NOUN
cana-5043	173	2	also	also	ADV
cana-5043	173	3	observe	observe	VERB
cana-5043	173	4	various	various	ADJ
cana-5043	173	5	techniques	technique	NOUN
cana-5043	173	6	and	and	CCONJ
cana-5043	173	7	reasons	reason	NOUN
cana-5043	173	8	for	for	ADP
cana-5043	173	9	conducting	conduct	VERB
cana-5043	173	10	fraudulent	fraudulent	ADJ
cana-5043	173	11	activities	activity	NOUN
cana-5043	173	12	.	.	PUNCT
cana-5043	174	1	one	one	NUM
cana-5043	174	2	of	of	ADP
cana-5043	174	3	the	the	DET
cana-5043	174	4	reasons	reason	NOUN
cana-5043	174	5	is	be	AUX
cana-5043	174	6	to	to	PART
cana-5043	174	7	take	take	VERB
cana-5043	174	8	advantage	advantage	NOUN
cana-5043	174	9	of	of	ADP
cana-5043	174	10	emerging	emerge	VERB
cana-5043	174	11	and	and	CCONJ
cana-5043	174	12	latest	late	ADJ
cana-5043	174	13	marketing	marketing	NOUN
cana-5043	174	14	strategies	strategy	NOUN
cana-5043	174	15	.	.	PUNCT
cana-5043	175	1	this	this	DET
cana-5043	175	2	study	study	NOUN
cana-5043	175	3	has	have	AUX
cana-5043	175	4	examined	examine	VERB
cana-5043	175	5	the	the	DET
cana-5043	175	6	growing	grow	VERB
cana-5043	175	7	influence	influence	NOUN
cana-5043	175	8	of	of	ADP
cana-5043	175	9	innovative	innovative	ADJ
cana-5043	175	10	marketing	marketing	NOUN
cana-5043	175	11	tactics	tactic	NOUN
cana-5043	175	12	and	and	CCONJ
cana-5043	175	13	social	social	ADJ
cana-5043	175	14	commerce	commerce	NOUN
cana-5043	175	15	on	on	ADP
cana-5043	175	16	consumer	consumer	NOUN
cana-5043	175	17	behavior	behavior	NOUN
cana-5043	175	18	.	.	PUNCT
cana-5043	176	1	a	a	DET
cana-5043	176	2	thorough	thorough	ADJ
cana-5043	176	3	review	review	NOUN
cana-5043	176	4	of	of	ADP
cana-5043	176	5	relevant	relevant	ADJ
cana-5043	176	6	research	research	NOUN
cana-5043	176	7	indicates	indicate	VERB
cana-5043	176	8	that	that	SCONJ
cana-5043	176	9	while	while	SCONJ
cana-5043	176	10	these	these	DET
cana-5043	176	11	strategies	strategy	NOUN
cana-5043	176	12	provide	provide	VERB
cana-5043	176	13	exciting	exciting	ADJ
cana-5043	176	14	avenues	avenue	NOUN
cana-5043	176	15	for	for	ADP
cana-5043	176	16	brand	brand	NOUN
cana-5043	176	17	engagement	engagement	NOUN
cana-5043	176	18	and	and	CCONJ
cana-5043	176	19	expansion	expansion	NOUN
cana-5043	176	20	,	,	PUNCT
cana-5043	176	21	they	they	PRON
cana-5043	176	22	also	also	ADV
cana-5043	176	23	present	present	VERB
cana-5043	176	24	new	new	ADJ
cana-5043	176	25	challenges	challenge	NOUN
cana-5043	176	26	,	,	PUNCT
cana-5043	176	27	particularly	particularly	ADV
cana-5043	176	28	concerning	concern	VERB
cana-5043	176	29	the	the	DET
cana-5043	176	30	rise	rise	NOUN
cana-5043	176	31	of	of	ADP
cana-5043	176	32	financial	financial	ADJ
cana-5043	176	33	fraud	fraud	NOUN
cana-5043	176	34	.	.	PUNCT
cana-5043	177	1	the	the	DET
cana-5043	177	2	analysis	analysis	NOUN
cana-5043	177	3	emphasizes	emphasize	VERB
cana-5043	177	4	the	the	DET
cana-5043	177	5	necessity	necessity	NOUN
cana-5043	177	6	for	for	SCONJ
cana-5043	177	7	brands	brand	NOUN
cana-5043	177	8	to	to	PART
cana-5043	177	9	implement	implement	VERB
cana-5043	177	10	strong	strong	ADJ
cana-5043	177	11	protective	protective	ADJ
cana-5043	177	12	measures	measure	NOUN
cana-5043	177	13	and	and	CCONJ
cana-5043	177	14	adhere	adhere	VERB
cana-5043	177	15	to	to	ADP
cana-5043	177	16	ethical	ethical	ADJ
cana-5043	177	17	marketing	marketing	NOUN
cana-5043	177	18	standards	standard	NOUN
cana-5043	177	19	in	in	ADP
cana-5043	177	20	this	this	DET
cana-5043	177	21	digital	digital	ADJ
cana-5043	177	22	age	age	NOUN
cana-5043	177	23	.	.	PUNCT
cana-5043	178	1	by	by	ADP
cana-5043	178	2	proactively	proactively	ADV
cana-5043	178	3	addressing	address	VERB
cana-5043	178	4	fraud	fraud	NOUN
cana-5043	178	5	risks	risk	NOUN
cana-5043	178	6	,	,	PUNCT
cana-5043	178	7	businesses	business	NOUN
cana-5043	178	8	can	can	AUX
cana-5043	178	9	build	build	VERB
cana-5043	178	10	stronger	strong	ADJ
cana-5043	178	11	consumer	consumer	NOUN
cana-5043	178	12	trust	trust	NOUN
cana-5043	178	13	and	and	CCONJ
cana-5043	178	14	foster	foster	ADJ
cana-5043	178	15	long	long	ADV
cana-5043	178	16	-	-	PUNCT
cana-5043	178	17	lasting	last	VERB
cana-5043	178	18	,	,	PUNCT
cana-5043	178	19	positive	positive	ADJ
cana-5043	178	20	relationships	relationship	NOUN
cana-5043	178	21	with	with	ADP
cana-5043	178	22	their	their	PRON
cana-5043	178	23	audiences	audience	NOUN
cana-5043	178	24	in	in	ADP
cana-5043	178	25	the	the	DET
cana-5043	178	26	realm	realm	NOUN
cana-5043	178	27	of	of	ADP
cana-5043	178	28	social	social	ADJ
cana-5043	178	29	commerce	commerce	NOUN
cana-5043	178	30	.	.	PUNCT
cana-5043	179	1	furthermore	furthermore	ADV
cana-5043	179	2	,	,	PUNCT
cana-5043	179	3	it	it	PRON
cana-5043	179	4	is	be	AUX
cana-5043	179	5	crucial	crucial	ADJ
cana-5043	179	6	for	for	SCONJ
cana-5043	179	7	consumers	consumer	NOUN
cana-5043	179	8	to	to	PART
cana-5043	179	9	remain	remain	VERB
cana-5043	179	10	vigilant	vigilant	ADJ
cana-5043	179	11	and	and	CCONJ
cana-5043	179	12	informed	inform	VERB
cana-5043	179	13	about	about	ADP
cana-5043	179	14	the	the	DET
cana-5043	179	15	potential	potential	ADJ
cana-5043	179	16	risks	risk	NOUN
cana-5043	179	17	of	of	ADP
cana-5043	179	18	online	online	ADJ
cana-5043	179	19	fraud	fraud	NOUN
cana-5043	179	20	.	.	PUNCT
cana-5043	180	1	as	as	ADP
cana-5043	180	2	digital	digital	ADJ
cana-5043	180	3	transactions	transaction	NOUN
cana-5043	180	4	and	and	CCONJ
cana-5043	180	5	social	social	ADJ
cana-5043	180	6	commerce	commerce	NOUN
cana-5043	180	7	continue	continue	VERB
cana-5043	180	8	to	to	PART
cana-5043	180	9	rise	rise	VERB
cana-5043	180	10	,	,	PUNCT
cana-5043	180	11	users	user	NOUN
cana-5043	180	12	must	must	AUX
cana-5043	180	13	develop	develop	VERB
cana-5043	180	14	an	an	DET
cana-5043	180	15	awareness	awareness	NOUN
cana-5043	180	16	of	of	ADP
cana-5043	180	17	common	common	ADJ
cana-5043	180	18	fraudulent	fraudulent	ADJ
cana-5043	180	19	practices	practice	NOUN
cana-5043	180	20	,	,	PUNCT
cana-5043	180	21	such	such	ADJ
cana-5043	180	22	as	as	ADP
cana-5043	180	23	phishing	phishe	VERB
cana-5043	180	24	,	,	PUNCT
cana-5043	180	25	identity	identity	NOUN
cana-5043	180	26	theft	theft	NOUN
cana-5043	180	27	,	,	PUNCT
cana-5043	180	28	and	and	CCONJ
cana-5043	180	29	misleading	mislead	VERB
cana-5043	180	30	advertisements	advertisement	NOUN
cana-5043	180	31	.	.	PUNCT
cana-5043	181	1	educating	educate	VERB
cana-5043	181	2	consumers	consumer	NOUN
cana-5043	181	3	about	about	ADP
cana-5043	181	4	these	these	DET
cana-5043	181	5	threats	threat	NOUN
cana-5043	181	6	,	,	PUNCT
cana-5043	181	7	encouraging	encourage	VERB
cana-5043	181	8	them	they	PRON
cana-5043	181	9	to	to	PART
cana-5043	181	10	use	use	VERB
cana-5043	181	11	secure	secure	ADJ
cana-5043	181	12	payment	payment	NOUN
cana-5043	181	13	methods	method	NOUN
cana-5043	181	14	,	,	PUNCT
cana-5043	181	15	and	and	CCONJ
cana-5043	181	16	promoting	promote	VERB
cana-5043	181	17	awareness	awareness	NOUN
cana-5043	181	18	of	of	ADP
cana-5043	181	19	online	online	ADJ
cana-5043	181	20	safety	safety	NOUN
cana-5043	181	21	can	can	AUX
cana-5043	181	22	significantly	significantly	ADV
cana-5043	181	23	reduce	reduce	VERB
cana-5043	181	24	their	their	PRON
cana-5043	181	25	exposure	exposure	NOUN
cana-5043	181	26	to	to	ADP
cana-5043	181	27	fraud	fraud	NOUN
cana-5043	181	28	.	.	PUNCT
cana-5043	182	1	collaboration	collaboration	NOUN
cana-5043	182	2	between	between	ADP
cana-5043	182	3	businesses	business	NOUN
cana-5043	182	4	,	,	PUNCT
cana-5043	182	5	governments	government	NOUN
cana-5043	182	6	,	,	PUNCT
cana-5043	182	7	and	and	CCONJ
cana-5043	182	8	consumer	consumer	NOUN
cana-5043	182	9	advocacy	advocacy	NOUN
cana-5043	182	10	groups	group	NOUN
cana-5043	182	11	is	be	AUX
cana-5043	182	12	key	key	ADJ
cana-5043	182	13	to	to	ADP
cana-5043	182	14	creating	create	VERB
cana-5043	182	15	a	a	DET
cana-5043	182	16	safer	safe	ADJ
cana-5043	182	17	digital	digital	ADJ
cana-5043	182	18	environment	environment	NOUN
cana-5043	182	19	,	,	PUNCT
cana-5043	182	20	ensuring	ensure	VERB
cana-5043	182	21	that	that	SCONJ
cana-5043	182	22	consumers	consumer	NOUN
cana-5043	182	23	can	can	AUX
cana-5043	182	24	enjoy	enjoy	VERB
cana-5043	182	25	the	the	DET
cana-5043	182	26	benefits	benefit	NOUN
cana-5043	182	27	of	of	ADP
cana-5043	182	28	social	social	ADJ
cana-5043	182	29	commerce	commerce	NOUN
cana-5043	182	30	without	without	ADP
cana-5043	182	31	compromising	compromise	VERB
cana-5043	182	32	their	their	PRON
cana-5043	182	33	financial	financial	ADJ
cana-5043	182	34	security	security	NOUN
cana-5043	182	35	.	.	PUNCT
cana-5043	183	1	communications	communication	NOUN
cana-5043	183	2	on	on	ADP
cana-5043	183	3	applied	apply	VERB
cana-5043	183	4	nonlinear	nonlinear	ADJ
cana-5043	183	5	analysis	analysis	NOUN
cana-5043	183	6	issn	issn	NOUN
cana-5043	183	7	:	:	PUNCT
cana-5043	183	8	1074	1074	NUM
cana-5043	183	9	-	-	PUNCT
cana-5043	183	10	133x	133x	NUM
cana-5043	183	11	vol	vol	NOUN
cana-5043	183	12	32	32	NUM
cana-5043	183	13	no	no	NOUN
cana-5043	183	14	.	.	PUNCT
cana-5043	184	1	icmasd	icmasd	NOUN
cana-5043	184	2	(	(	PUNCT
cana-5043	184	3	2025	2025	NUM
cana-5043	184	4	)	)	PUNCT
cana-5043	184	5	158	158	NUM
cana-5043	184	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	184	7	limitaions	limitaion	NOUN
cana-5043	184	8	and	and	CCONJ
cana-5043	184	9	future	future	ADJ
cana-5043	184	10	study	study	NOUN
cana-5043	184	11	this	this	DET
cana-5043	184	12	paper	paper	NOUN
cana-5043	184	13	include	include	VERB
cana-5043	184	14	the	the	DET
cana-5043	184	15	significance	significance	NOUN
cana-5043	184	16	of	of	ADP
cana-5043	184	17	emerging	emerge	VERB
cana-5043	184	18	technologies	technology	NOUN
cana-5043	184	19	of	of	ADP
cana-5043	184	20	marketing	marketing	NOUN
cana-5043	184	21	,	,	PUNCT
cana-5043	184	22	s	s	NOUN
cana-5043	184	23	-	-	PUNCT
cana-5043	184	24	commerce	commerce	NOUN
cana-5043	184	25	,	,	PUNCT
cana-5043	184	26	fraudulent	fraudulent	ADJ
cana-5043	184	27	activities	activity	NOUN
cana-5043	184	28	but	but	CCONJ
cana-5043	184	29	somewhere	somewhere	ADV
cana-5043	184	30	there	there	PRON
cana-5043	184	31	is	be	VERB
cana-5043	184	32	lack	lack	NOUN
cana-5043	184	33	that	that	SCONJ
cana-5043	184	34	why	why	SCONJ
cana-5043	184	35	criminals	criminal	NOUN
cana-5043	184	36	adopt	adopt	VERB
cana-5043	184	37	online	online	ADJ
cana-5043	184	38	sites	site	NOUN
cana-5043	184	39	to	to	PART
cana-5043	184	40	effect	effect	VERB
cana-5043	184	41	the	the	DET
cana-5043	184	42	people	people	NOUN
cana-5043	184	43	.	.	PUNCT
cana-5043	185	1	as	as	SCONJ
cana-5043	185	2	we	we	PRON
cana-5043	185	3	discussed	discuss	VERB
cana-5043	185	4	details	detail	NOUN
cana-5043	185	5	of	of	ADP
cana-5043	185	6	marketing	marketing	NOUN
cana-5043	185	7	strategies	strategy	NOUN
cana-5043	185	8	along	along	ADP
cana-5043	185	9	with	with	ADP
cana-5043	185	10	s	s	NOUN
cana-5043	185	11	-	-	PUNCT
cana-5043	185	12	commerce	commerce	NOUN
cana-5043	185	13	and	and	CCONJ
cana-5043	185	14	emerging	emerge	VERB
cana-5043	185	15	ways	way	NOUN
cana-5043	185	16	of	of	ADP
cana-5043	185	17	frauds	fraud	NOUN
cana-5043	185	18	that	that	PRON
cana-5043	185	19	are	be	AUX
cana-5043	185	20	used	use	VERB
cana-5043	185	21	by	by	ADP
cana-5043	185	22	criminals	criminal	NOUN
cana-5043	185	23	,	,	PUNCT
cana-5043	185	24	somewhere	somewhere	ADV
cana-5043	185	25	there	there	PRON
cana-5043	185	26	is	be	VERB
cana-5043	185	27	a	a	DET
cana-5043	185	28	lack	lack	NOUN
cana-5043	185	29	of	of	ADP
cana-5043	185	30	technical	technical	ADJ
cana-5043	185	31	knowledge	knowledge	NOUN
cana-5043	185	32	that	that	SCONJ
cana-5043	185	33	everyone	everyone	PRON
cana-5043	185	34	does	do	AUX
cana-5043	185	35	not	not	PART
cana-5043	185	36	have	have	VERB
cana-5043	185	37	.	.	PUNCT
cana-5043	186	1	general	general	ADJ
cana-5043	186	2	people	people	NOUN
cana-5043	186	3	must	must	AUX
cana-5043	186	4	need	need	VERB
cana-5043	186	5	to	to	PART
cana-5043	186	6	understand	understand	VERB
cana-5043	186	7	the	the	DET
cana-5043	186	8	concept	concept	NOUN
cana-5043	186	9	of	of	ADP
cana-5043	186	10	online	online	ADJ
cana-5043	186	11	system	system	NOUN
cana-5043	186	12	deeply	deeply	ADV
cana-5043	186	13	and	and	CCONJ
cana-5043	186	14	need	need	VERB
cana-5043	186	15	to	to	PART
cana-5043	186	16	be	be	AUX
cana-5043	186	17	aware	aware	ADJ
cana-5043	186	18	of	of	ADP
cana-5043	186	19	every	every	DET
cana-5043	186	20	kind	kind	NOUN
cana-5043	186	21	of	of	ADP
cana-5043	186	22	situation	situation	NOUN
cana-5043	186	23	.	.	PUNCT
cana-5043	187	1	future	future	ADJ
cana-5043	187	2	researchers	researcher	NOUN
cana-5043	187	3	can	can	AUX
cana-5043	187	4	further	far	ADV
cana-5043	187	5	study	study	VERB
cana-5043	187	6	logic	logic	NOUN
cana-5043	187	7	behind	behind	ADP
cana-5043	187	8	the	the	DET
cana-5043	187	9	activities	activity	NOUN
cana-5043	187	10	,	,	PUNCT
cana-5043	187	11	is	be	AUX
cana-5043	187	12	this	this	DET
cana-5043	187	13	task	task	NOUN
cana-5043	187	14	is	be	AUX
cana-5043	187	15	easy	easy	ADJ
cana-5043	187	16	to	to	PART
cana-5043	187	17	implement	implement	VERB
cana-5043	187	18	by	by	ADP
cana-5043	187	19	criminals	criminal	NOUN
cana-5043	187	20	.	.	PUNCT
cana-5043	188	1	future	future	ADJ
cana-5043	188	2	research	research	NOUN
cana-5043	188	3	on	on	ADP
cana-5043	188	4	innovative	innovative	ADJ
cana-5043	188	5	marketing	marketing	NOUN
cana-5043	188	6	strategies	strategy	NOUN
cana-5043	188	7	,	,	PUNCT
cana-5043	188	8	social	social	ADJ
cana-5043	188	9	commerce	commerce	NOUN
cana-5043	188	10	,	,	PUNCT
cana-5043	188	11	and	and	CCONJ
cana-5043	188	12	financial	financial	ADJ
cana-5043	188	13	fraud	fraud	NOUN
cana-5043	188	14	can	can	AUX
cana-5043	188	15	explore	explore	VERB
cana-5043	188	16	several	several	ADJ
cana-5043	188	17	emerging	emerge	VERB
cana-5043	188	18	areas	area	NOUN
cana-5043	188	19	.	.	PUNCT
cana-5043	189	1	one	one	NUM
cana-5043	189	2	key	key	ADJ
cana-5043	189	3	focus	focus	NOUN
cana-5043	189	4	could	could	AUX
cana-5043	189	5	be	be	AUX
cana-5043	189	6	examining	examine	VERB
cana-5043	189	7	consumer	consumer	NOUN
cana-5043	189	8	trust	trust	NOUN
cana-5043	189	9	and	and	CCONJ
cana-5043	189	10	online	online	ADJ
cana-5043	189	11	security	security	NOUN
cana-5043	189	12	within	within	ADP
cana-5043	189	13	social	social	ADJ
cana-5043	189	14	commerce	commerce	NOUN
cana-5043	189	15	platforms	platform	NOUN
cana-5043	189	16	,	,	PUNCT
cana-5043	189	17	particularly	particularly	ADV
cana-5043	189	18	how	how	SCONJ
cana-5043	189	19	security	security	NOUN
cana-5043	189	20	features	feature	VERB
cana-5043	189	21	influence	influence	NOUN
cana-5043	189	22	consumer	consumer	NOUN
cana-5043	189	23	confidence	confidence	NOUN
cana-5043	189	24	and	and	CCONJ
cana-5043	189	25	help	help	VERB
cana-5043	189	26	prevent	prevent	VERB
cana-5043	189	27	fraud	fraud	NOUN
cana-5043	189	28	.	.	PUNCT
cana-5043	190	1	additionally	additionally	ADV
cana-5043	190	2	,	,	PUNCT
cana-5043	190	3	integrating	integrate	VERB
cana-5043	190	4	artificial	artificial	ADJ
cana-5043	190	5	intelligence	intelligence	NOUN
cana-5043	190	6	and	and	CCONJ
cana-5043	190	7	machine	machine	NOUN
cana-5043	190	8	learning	learning	NOUN
cana-5043	190	9	tools	tool	NOUN
cana-5043	190	10	for	for	ADP
cana-5043	190	11	fraud	fraud	NOUN
cana-5043	190	12	detection	detection	NOUN
cana-5043	190	13	could	could	AUX
cana-5043	190	14	significantly	significantly	ADV
cana-5043	190	15	improve	improve	VERB
cana-5043	190	16	online	online	ADJ
cana-5043	190	17	security	security	NOUN
cana-5043	190	18	and	and	CCONJ
cana-5043	190	19	offer	offer	VERB
cana-5043	190	20	deeper	deep	ADJ
cana-5043	190	21	insights	insight	NOUN
cana-5043	190	22	into	into	ADP
cana-5043	190	23	consumer	consumer	NOUN
cana-5043	190	24	behavior	behavior	NOUN
cana-5043	190	25	.	.	PUNCT
cana-5043	191	1	researchers	researcher	NOUN
cana-5043	191	2	could	could	AUX
cana-5043	191	3	also	also	ADV
cana-5043	191	4	explore	explore	VERB
cana-5043	191	5	consumer	consumer	NOUN
cana-5043	191	6	behavior	behavior	NOUN
cana-5043	191	7	in	in	ADP
cana-5043	191	8	social	social	ADJ
cana-5043	191	9	commerce	commerce	NOUN
cana-5043	191	10	across	across	ADP
cana-5043	191	11	different	different	ADJ
cana-5043	191	12	cultures	culture	NOUN
cana-5043	191	13	to	to	PART
cana-5043	191	14	understand	understand	VERB
cana-5043	191	15	how	how	SCONJ
cana-5043	191	16	marketing	marketing	NOUN
cana-5043	191	17	and	and	CCONJ
cana-5043	191	18	fraud	fraud	NOUN
cana-5043	191	19	prevention	prevention	NOUN
cana-5043	191	20	strategies	strategy	NOUN
cana-5043	191	21	need	need	VERB
cana-5043	191	22	to	to	PART
cana-5043	191	23	be	be	AUX
cana-5043	191	24	adapted	adapt	VERB
cana-5043	191	25	for	for	ADP
cana-5043	191	26	diverse	diverse	ADJ
cana-5043	191	27	regions	region	NOUN
cana-5043	191	28	.	.	PUNCT
cana-5043	192	1	another	another	DET
cana-5043	192	2	promising	promising	ADJ
cana-5043	192	3	area	area	NOUN
cana-5043	192	4	is	be	AUX
cana-5043	192	5	the	the	DET
cana-5043	192	6	application	application	NOUN
cana-5043	192	7	of	of	ADP
cana-5043	192	8	block	block	NOUN
cana-5043	192	9	chain	chain	NOUN
cana-5043	192	10	technology	technology	NOUN
cana-5043	192	11	to	to	PART
cana-5043	192	12	enhance	enhance	VERB
cana-5043	192	13	transaction	transaction	NOUN
cana-5043	192	14	transparency	transparency	NOUN
cana-5043	192	15	and	and	CCONJ
cana-5043	192	16	reduce	reduce	VERB
cana-5043	192	17	fraud	fraud	NOUN
cana-5043	192	18	risks	risk	NOUN
cana-5043	192	19	.	.	PUNCT
cana-5043	193	1	the	the	DET
cana-5043	193	2	role	role	NOUN
cana-5043	193	3	of	of	ADP
cana-5043	193	4	legal	legal	ADJ
cana-5043	193	5	frameworks	framework	NOUN
cana-5043	193	6	and	and	CCONJ
cana-5043	193	7	regulations	regulation	NOUN
cana-5043	193	8	in	in	ADP
cana-5043	193	9	protecting	protect	VERB
cana-5043	193	10	consumers	consumer	NOUN
cana-5043	193	11	from	from	ADP
cana-5043	193	12	fraud	fraud	NOUN
cana-5043	193	13	within	within	ADP
cana-5043	193	14	the	the	DET
cana-5043	193	15	growing	grow	VERB
cana-5043	193	16	social	social	ADJ
cana-5043	193	17	commerce	commerce	NOUN
cana-5043	193	18	sector	sector	NOUN
cana-5043	193	19	is	be	AUX
cana-5043	193	20	also	also	ADV
cana-5043	193	21	crucial	crucial	ADJ
cana-5043	193	22	,	,	PUNCT
cana-5043	193	23	especially	especially	ADV
cana-5043	193	24	considering	consider	VERB
cana-5043	193	25	the	the	DET
cana-5043	193	26	unique	unique	ADJ
cana-5043	193	27	challenges	challenge	NOUN
cana-5043	193	28	these	these	DET
cana-5043	193	29	platforms	platform	NOUN
cana-5043	193	30	face	face	VERB
cana-5043	193	31	.	.	PUNCT
cana-5043	194	1	another	another	DET
cana-5043	194	2	interesting	interesting	ADJ
cana-5043	194	3	topic	topic	NOUN
cana-5043	194	4	is	be	AUX
cana-5043	194	5	the	the	DET
cana-5043	194	6	influence	influence	NOUN
cana-5043	194	7	of	of	ADP
cana-5043	194	8	social	social	ADJ
cana-5043	194	9	media	medium	NOUN
cana-5043	194	10	influencers	influencer	NOUN
cana-5043	194	11	,	,	PUNCT
cana-5043	194	12	looking	look	VERB
cana-5043	194	13	at	at	ADP
cana-5043	194	14	how	how	SCONJ
cana-5043	194	15	they	they	PRON
cana-5043	194	16	impact	impact	VERB
cana-5043	194	17	consumer	consumer	NOUN
cana-5043	194	18	decisions	decision	NOUN
cana-5043	194	19	and	and	CCONJ
cana-5043	194	20	the	the	DET
cana-5043	194	21	potential	potential	ADJ
cana-5043	194	22	risks	risk	NOUN
cana-5043	194	23	of	of	ADP
cana-5043	194	24	fraudulent	fraudulent	ADJ
cana-5043	194	25	schemes	scheme	NOUN
cana-5043	194	26	they	they	PRON
cana-5043	194	27	may	may	AUX
cana-5043	194	28	inadvertently	inadvertently	ADV
cana-5043	194	29	promote	promote	VERB
cana-5043	194	30	.	.	PUNCT
cana-5043	195	1	further	further	ADJ
cana-5043	195	2	studies	study	NOUN
cana-5043	195	3	could	could	AUX
cana-5043	195	4	investigate	investigate	VERB
cana-5043	195	5	the	the	DET
cana-5043	195	6	effectiveness	effectiveness	NOUN
cana-5043	195	7	of	of	ADP
cana-5043	195	8	consumer	consumer	NOUN
cana-5043	195	9	awareness	awareness	NOUN
cana-5043	195	10	campaigns	campaign	NOUN
cana-5043	195	11	in	in	ADP
cana-5043	195	12	improving	improve	VERB
cana-5043	195	13	vigilance	vigilance	NOUN
cana-5043	195	14	and	and	CCONJ
cana-5043	195	15	reducing	reduce	VERB
cana-5043	195	16	fraud	fraud	NOUN
cana-5043	195	17	.	.	PUNCT
cana-5043	196	1	research	research	NOUN
cana-5043	196	2	into	into	ADP
cana-5043	196	3	how	how	SCONJ
cana-5043	196	4	businesses	business	NOUN
cana-5043	196	5	balance	balance	VERB
cana-5043	196	6	personalized	personalized	ADJ
cana-5043	196	7	marketing	marketing	NOUN
cana-5043	196	8	with	with	ADP
cana-5043	196	9	data	datum	NOUN
cana-5043	196	10	privacy	privacy	NOUN
cana-5043	196	11	concerns	concern	NOUN
cana-5043	196	12	can	can	AUX
cana-5043	196	13	also	also	ADV
cana-5043	196	14	help	help	VERB
cana-5043	196	15	understand	understand	VERB
cana-5043	196	16	how	how	SCONJ
cana-5043	196	17	to	to	PART
cana-5043	196	18	build	build	VERB
cana-5043	196	19	trust	trust	NOUN
cana-5043	196	20	while	while	SCONJ
cana-5043	196	21	safeguarding	safeguard	VERB
cana-5043	196	22	consumer	consumer	NOUN
cana-5043	196	23	information	information	NOUN
cana-5043	196	24	.	.	PUNCT
cana-5043	197	1	lastly	lastly	ADV
cana-5043	197	2	,	,	PUNCT
cana-5043	197	3	exploring	explore	VERB
cana-5043	197	4	the	the	DET
cana-5043	197	5	broader	broad	ADJ
cana-5043	197	6	economic	economic	ADJ
cana-5043	197	7	impact	impact	NOUN
cana-5043	197	8	of	of	ADP
cana-5043	197	9	financial	financial	ADJ
cana-5043	197	10	fraud	fraud	NOUN
cana-5043	197	11	in	in	ADP
cana-5043	197	12	social	social	ADJ
cana-5043	197	13	commerce	commerce	NOUN
cana-5043	197	14	,	,	PUNCT
cana-5043	197	15	as	as	ADV
cana-5043	197	16	well	well	ADV
cana-5043	197	17	as	as	ADP
cana-5043	197	18	the	the	DET
cana-5043	197	19	role	role	NOUN
cana-5043	197	20	of	of	ADP
cana-5043	197	21	online	online	ADJ
cana-5043	197	22	reviews	review	NOUN
cana-5043	197	23	in	in	ADP
cana-5043	197	24	detecting	detect	VERB
cana-5043	197	25	fraudulent	fraudulent	ADJ
cana-5043	197	26	activity	activity	NOUN
cana-5043	197	27	,	,	PUNCT
cana-5043	197	28	could	could	AUX
cana-5043	197	29	lead	lead	VERB
cana-5043	197	30	to	to	ADP
cana-5043	197	31	more	more	ADV
cana-5043	197	32	effective	effective	ADJ
cana-5043	197	33	strategies	strategy	NOUN
cana-5043	197	34	for	for	ADP
cana-5043	197	35	promoting	promote	VERB
cana-5043	197	36	transparency	transparency	NOUN
cana-5043	197	37	and	and	CCONJ
cana-5043	197	38	security	security	NOUN
cana-5043	197	39	.	.	PUNCT
cana-5043	198	1	these	these	DET
cana-5043	198	2	potential	potential	ADJ
cana-5043	198	3	research	research	NOUN
cana-5043	198	4	areas	area	NOUN
cana-5043	198	5	reflect	reflect	VERB
cana-5043	198	6	the	the	DET
cana-5043	198	7	growing	grow	VERB
cana-5043	198	8	complexity	complexity	NOUN
cana-5043	198	9	of	of	ADP
cana-5043	198	10	social	social	ADJ
cana-5043	198	11	commerce	commerce	NOUN
cana-5043	198	12	and	and	CCONJ
cana-5043	198	13	financial	financial	ADJ
cana-5043	198	14	fraud	fraud	NOUN
cana-5043	198	15	,	,	PUNCT
cana-5043	198	16	offering	offer	VERB
cana-5043	198	17	ample	ample	ADJ
cana-5043	198	18	opportunities	opportunity	NOUN
cana-5043	198	19	to	to	PART
cana-5043	198	20	understand	understand	VERB
cana-5043	198	21	and	and	CCONJ
cana-5043	198	22	address	address	VERB
cana-5043	198	23	emerging	emerge	VERB
cana-5043	198	24	challenges	challenge	NOUN
cana-5043	198	25	.	.	PUNCT
cana-5043	199	1	refrences	refrence	VERB
cana-5043	200	1	[	[	X
cana-5043	200	2	1	1	X
cana-5043	200	3	]	]	X
cana-5043	200	4	salsabila	salsabila	PROPN
cana-5043	200	5	,	,	PUNCT
cana-5043	200	6	a.	a.	PROPN
cana-5043	200	7	,	,	PUNCT
cana-5043	200	8	&	&	CCONJ
cana-5043	200	9	prasetyo	prasetyo	PROPN
cana-5043	200	10	,	,	PUNCT
cana-5043	200	11	b.	b.	PROPN
cana-5043	200	12	(	(	PUNCT
cana-5043	200	13	2024	2024	NUM
cana-5043	200	14	)	)	PUNCT
cana-5043	200	15	.	.	PUNCT
cana-5043	201	1	the	the	DET
cana-5043	201	2	effect	effect	NOUN
cana-5043	201	3	of	of	ADP
cana-5043	201	4	s	s	NOUN
cana-5043	201	5	-	-	PUNCT
cana-5043	201	6	commerce	commerce	NOUN
cana-5043	201	7	tiktok	tiktok	ADJ
cana-5043	201	8	shop	shop	NOUN
cana-5043	201	9	recommendation	recommendation	NOUN
cana-5043	201	10	products	product	NOUN
cana-5043	201	11	on	on	ADP
cana-5043	201	12	changes	change	NOUN
cana-5043	201	13	in	in	ADP
cana-5043	201	14	consumer	consumer	NOUN
cana-5043	201	15	impulsive	impulsive	ADJ
cana-5043	201	16	buying	buying	NOUN
cana-5043	201	17	behavior	behavior	NOUN
cana-5043	201	18	:	:	PUNCT
cana-5043	201	19	a	a	DET
cana-5043	201	20	study	study	NOUN
cana-5043	201	21	with	with	ADP
cana-5043	201	22	signaling	signal	VERB
cana-5043	201	23	theory	theory	NOUN
cana-5043	201	24	.	.	PUNCT
cana-5043	202	1	journal	journal	NOUN
cana-5043	202	2	of	of	ADP
cana-5043	202	3	advances	advance	NOUN
cana-5043	202	4	in	in	ADP
cana-5043	202	5	information	information	NOUN
cana-5043	202	6	systems	system	NOUN
cana-5043	202	7	and	and	CCONJ
cana-5043	202	8	technology	technology	NOUN
cana-5043	202	9	,	,	PUNCT
cana-5043	202	10	6(1	6(1	NUM
cana-5043	202	11	)	)	PUNCT
cana-5043	202	12	,	,	PUNCT
cana-5043	202	13	45	45	NUM
cana-5043	202	14	-	-	SYM
cana-5043	202	15	61	61	NUM
cana-5043	202	16	.	.	PUNCT
cana-5043	203	1	[	[	X
cana-5043	203	2	2	2	NUM
cana-5043	203	3	]	]	X
cana-5043	203	4	andon	andon	PROPN
cana-5043	203	5	,	,	PUNCT
cana-5043	203	6	n.	n.	PROPN
cana-5043	203	7	s.	s.	PROPN
cana-5043	203	8	,	,	PUNCT
cana-5043	203	9	&	&	CCONJ
cana-5043	203	10	annuar	annuar	ADJ
cana-5043	203	11	,	,	PUNCT
cana-5043	203	12	s.	s.	PROPN
cana-5043	203	13	n.	n.	PROPN
cana-5043	203	14	s.	s.	PROPN
cana-5043	203	15	(	(	PUNCT
cana-5043	203	16	2023	2023	NUM
cana-5043	203	17	)	)	PUNCT
cana-5043	203	18	.	.	PUNCT
cana-5043	204	1	the	the	DET
cana-5043	204	2	adaptation	adaptation	NOUN
cana-5043	204	3	of	of	ADP
cana-5043	204	4	social	social	ADJ
cana-5043	204	5	media	medium	NOUN
cana-5043	204	6	marketing	marketing	NOUN
cana-5043	204	7	activities	activity	NOUN
cana-5043	204	8	in	in	ADP
cana-5043	204	9	s	s	NOUN
cana-5043	204	10	-	-	PUNCT
cana-5043	204	11	commerce	commerce	NOUN
cana-5043	204	12	:	:	PUNCT
cana-5043	204	13	tiktok	tiktok	ADJ
cana-5043	204	14	shop	shop	NOUN
cana-5043	204	15	.	.	PUNCT
cana-5043	205	1	information	information	NOUN
cana-5043	205	2	management	management	NOUN
cana-5043	205	3	and	and	CCONJ
cana-5043	205	4	business	business	NOUN
cana-5043	205	5	review	review	NOUN
cana-5043	205	6	,	,	PUNCT
cana-5043	205	7	15(1	15(1	NUM
cana-5043	205	8	(	(	PUNCT
cana-5043	205	9	i	i	NOUN
cana-5043	205	10	)	)	PUNCT
cana-5043	205	11	si	si	PROPN
cana-5043	205	12	)	)	PUNCT
cana-5043	205	13	,	,	PUNCT
cana-5043	205	14	176	176	NUM
cana-5043	205	15	-	-	SYM
cana-5043	205	16	183	183	NUM
cana-5043	205	17	.	.	PUNCT
cana-5043	206	1	[	[	X
cana-5043	206	2	3	3	NUM
cana-5043	206	3	]	]	X
cana-5043	206	4	liang	liang	PROPN
cana-5043	206	5	,	,	PUNCT
cana-5043	206	6	t.	t.	PROPN
cana-5043	206	7	p.	p.	PROPN
cana-5043	206	8	,	,	PUNCT
cana-5043	206	9	&	&	CCONJ
cana-5043	206	10	turban	turban	PROPN
cana-5043	206	11	,	,	PUNCT
cana-5043	206	12	e.	e.	PROPN
cana-5043	206	13	(	(	PUNCT
cana-5043	206	14	2011	2011	NUM
cana-5043	206	15	)	)	PUNCT
cana-5043	206	16	.	.	PUNCT
cana-5043	207	1	introduction	introduction	NOUN
cana-5043	207	2	to	to	ADP
cana-5043	207	3	the	the	DET
cana-5043	207	4	special	special	ADJ
cana-5043	207	5	issue	issue	NOUN
cana-5043	207	6	social	social	PROPN
cana-5043	207	7	commerce	commerce	NOUN
cana-5043	207	8	:	:	PUNCT
cana-5043	207	9	a	a	DET
cana-5043	207	10	research	research	NOUN
cana-5043	207	11	framework	framework	NOUN
cana-5043	207	12	for	for	ADP
cana-5043	207	13	social	social	ADJ
cana-5043	207	14	commerce	commerce	PROPN
cana-5043	207	15	.	.	PUNCT
cana-5043	208	1	international	international	ADJ
cana-5043	208	2	journal	journal	PROPN
cana-5043	208	3	of	of	ADP
cana-5043	208	4	electronic	electronic	ADJ
cana-5043	208	5	commerce	commerce	NOUN
cana-5043	208	6	,	,	PUNCT
cana-5043	208	7	16(2	16(2	NUM
cana-5043	208	8	)	)	PUNCT
cana-5043	208	9	,	,	PUNCT
cana-5043	208	10	5	5	NUM
cana-5043	208	11	-	-	SYM
cana-5043	208	12	14	14	NUM
cana-5043	208	13	.	.	PUNCT
cana-5043	209	1	[	[	X
cana-5043	209	2	4	4	NUM
cana-5043	209	3	]	]	X
cana-5043	209	4	zhou	zhou	PROPN
cana-5043	209	5	,	,	PUNCT
cana-5043	209	6	l.	l.	PROPN
cana-5043	209	7	,	,	PUNCT
cana-5043	209	8	zhang	zhang	PROPN
cana-5043	209	9	,	,	PUNCT
cana-5043	209	10	p.	p.	PROPN
cana-5043	209	11	,	,	PUNCT
cana-5043	209	12	&	&	CCONJ
cana-5043	209	13	zimmermann	zimmermann	PROPN
cana-5043	209	14	,	,	PUNCT
cana-5043	209	15	h.	h.	PROPN
cana-5043	209	16	d.	d.	PROPN
cana-5043	209	17	(	(	PUNCT
cana-5043	209	18	2013	2013	NUM
cana-5043	209	19	)	)	PUNCT
cana-5043	209	20	.	.	PUNCT
cana-5043	210	1	social	social	PROPN
cana-5043	210	2	commerce	commerce	PROPN
cana-5043	210	3	research	research	NOUN
cana-5043	210	4	:	:	PUNCT
cana-5043	210	5	an	an	DET
cana-5043	210	6	integrated	integrated	ADJ
cana-5043	210	7	view	view	NOUN
cana-5043	210	8	.	.	PUNCT
cana-5043	211	1	electronic	electronic	ADJ
cana-5043	211	2	commerce	commerce	NOUN
cana-5043	211	3	research	research	NOUN
cana-5043	211	4	and	and	CCONJ
cana-5043	211	5	applications	application	NOUN
cana-5043	211	6	,	,	PUNCT
cana-5043	211	7	12(2	12(2	NUM
cana-5043	211	8	)	)	PUNCT
cana-5043	211	9	,	,	PUNCT
cana-5043	211	10	61	61	NUM
cana-5043	211	11	-	-	SYM
cana-5043	211	12	68	68	NUM
cana-5043	211	13	.	.	PUNCT
cana-5043	212	1	communications	communication	NOUN
cana-5043	212	2	on	on	ADP
cana-5043	212	3	applied	apply	VERB
cana-5043	212	4	nonlinear	nonlinear	ADJ
cana-5043	212	5	analysis	analysis	NOUN
cana-5043	212	6	issn	issn	NOUN
cana-5043	212	7	:	:	PUNCT
cana-5043	212	8	1074	1074	NUM
cana-5043	212	9	-	-	PUNCT
cana-5043	212	10	133x	133x	NUM
cana-5043	212	11	vol	vol	NOUN
cana-5043	212	12	32	32	NUM
cana-5043	212	13	no	no	NOUN
cana-5043	212	14	.	.	PUNCT
cana-5043	213	1	icmasd	icmasd	NOUN
cana-5043	213	2	(	(	PUNCT
cana-5043	213	3	2025	2025	NUM
cana-5043	213	4	)	)	PUNCT
cana-5043	213	5	159	159	NUM
cana-5043	213	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	214	1	[	[	X
cana-5043	214	2	5	5	NUM
cana-5043	214	3	]	]	SYM
cana-5043	214	4	bajwa	bajwa	PROPN
cana-5043	214	5	,	,	PUNCT
cana-5043	214	6	a.	a.	PROPN
cana-5043	214	7	,	,	PUNCT
cana-5043	214	8	&	&	CCONJ
cana-5043	214	9	goyal	goyal	PROPN
cana-5043	214	10	,	,	PUNCT
cana-5043	214	11	p.	p.	NOUN
cana-5043	214	12	(	(	PUNCT
cana-5043	214	13	2017	2017	NUM
cana-5043	214	14	)	)	PUNCT
cana-5043	214	15	.	.	PUNCT
cana-5043	215	1	role	role	NOUN
cana-5043	215	2	of	of	ADP
cana-5043	215	3	s	s	NOUN
cana-5043	215	4	-	-	NOUN
cana-5043	215	5	commerce	commerce	NOUN
cana-5043	215	6	in	in	ADP
cana-5043	215	7	contemporary	contemporary	ADJ
cana-5043	215	8	marketing	marketing	NOUN
cana-5043	215	9	.	.	PUNCT
cana-5043	216	1	international	international	ADJ
cana-5043	216	2	research	research	PROPN
cana-5043	216	3	journal	journal	PROPN
cana-5043	216	4	of	of	ADP
cana-5043	216	5	commerce	commerce	PROPN
cana-5043	216	6	and	and	CCONJ
cana-5043	216	7	law	law	NOUN
cana-5043	216	8	,	,	PUNCT
cana-5043	216	9	4(6	4(6	NUM
cana-5043	216	10	)	)	PUNCT
cana-5043	216	11	,	,	PUNCT
cana-5043	216	12	16	16	NUM
cana-5043	216	13	-	-	SYM
cana-5043	216	14	22	22	NUM
cana-5043	216	15	.	.	PUNCT
cana-5043	217	1	[	[	X
cana-5043	217	2	6	6	NUM
cana-5043	217	3	]	]	X
cana-5043	217	4	nadeak	nadeak	NOUN
cana-5043	217	5	,	,	PUNCT
cana-5043	217	6	t.	t.	PROPN
cana-5043	217	7	,	,	PUNCT
cana-5043	217	8	rahayu	rahayu	PROPN
cana-5043	217	9	,	,	PUNCT
cana-5043	217	10	a.	a.	NOUN
cana-5043	217	11	,	,	PUNCT
cana-5043	217	12	&	&	CCONJ
cana-5043	217	13	hendrayati	hendrayati	PROPN
cana-5043	217	14	,	,	PUNCT
cana-5043	217	15	h.	h.	PROPN
cana-5043	217	16	(	(	PUNCT
cana-5043	217	17	2024	2024	NUM
cana-5043	217	18	)	)	PUNCT
cana-5043	217	19	.	.	PUNCT
cana-5043	218	1	innovative	innovative	ADJ
cana-5043	218	2	marketing	marketing	NOUN
cana-5043	218	3	strategies	strategy	NOUN
cana-5043	218	4	in	in	ADP
cana-5043	218	5	the	the	DET
cana-5043	218	6	digital	digital	ADJ
cana-5043	218	7	era	era	NOUN
cana-5043	218	8	:	:	PUNCT
cana-5043	218	9	systematic	systematic	ADJ
cana-5043	218	10	literature	literature	NOUN
cana-5043	218	11	review	review	NOUN
cana-5043	218	12	analysis	analysis	NOUN
cana-5043	218	13	.	.	PUNCT
cana-5043	219	1	west	west	PROPN
cana-5043	219	2	science	science	PROPN
cana-5043	219	3	social	social	ADJ
cana-5043	219	4	and	and	CCONJ
cana-5043	219	5	humanities	humanity	NOUN
cana-5043	219	6	studies	study	NOUN
cana-5043	219	7	,	,	PUNCT
cana-5043	219	8	2(01	2(01	NUM
cana-5043	219	9	)	)	PUNCT
cana-5043	219	10	,	,	PUNCT
cana-5043	219	11	01	01	NUM
cana-5043	219	12	-	-	SYM
cana-5043	219	13	08	08	NUM
cana-5043	219	14	.	.	PUNCT
cana-5043	220	1	[	[	X
cana-5043	220	2	7	7	NUM
cana-5043	220	3	]	]	X
cana-5043	220	4	kaur	kaur	PROPN
cana-5043	220	5	,	,	PUNCT
cana-5043	220	6	r.	r.	PROPN
cana-5043	220	7	,	,	PUNCT
cana-5043	220	8	&	&	CCONJ
cana-5043	220	9	singh	singh	PROPN
cana-5043	220	10	,	,	PUNCT
cana-5043	220	11	g.	g.	PROPN
cana-5043	220	12	(	(	PUNCT
cana-5043	220	13	2017	2017	NUM
cana-5043	220	14	)	)	PUNCT
cana-5043	220	15	.	.	PUNCT
cana-5043	221	1	internet	internet	NOUN
cana-5043	221	2	marketing	marketing	NOUN
cana-5043	221	3	:	:	PUNCT
cana-5043	221	4	the	the	DET
cana-5043	221	5	new	new	ADJ
cana-5043	221	6	era	era	NOUN
cana-5043	221	7	of	of	ADP
cana-5043	221	8	innovation	innovation	NOUN
cana-5043	221	9	in	in	ADP
cana-5043	221	10	e	e	NOUN
cana-5043	221	11	-	-	NOUN
cana-5043	221	12	commerce	commerce	NOUN
cana-5043	221	13	.	.	PUNCT
cana-5043	222	1	international	international	ADJ
cana-5043	222	2	journal	journal	PROPN
cana-5043	222	3	of	of	ADP
cana-5043	222	4	scientific	scientific	ADJ
cana-5043	222	5	research	research	NOUN
cana-5043	222	6	in	in	ADP
cana-5043	222	7	computer	computer	NOUN
cana-5043	222	8	science	science	NOUN
cana-5043	222	9	,	,	PUNCT
cana-5043	222	10	engineering	engineering	NOUN
cana-5043	222	11	and	and	CCONJ
cana-5043	222	12	information	information	NOUN
cana-5043	222	13	technology	technology	NOUN
cana-5043	222	14	,	,	PUNCT
cana-5043	222	15	2(1	2(1	NUM
cana-5043	222	16	)	)	PUNCT
cana-5043	222	17	,	,	PUNCT
cana-5043	222	18	253	253	NUM
cana-5043	222	19	-	-	SYM
cana-5043	222	20	258	258	NUM
cana-5043	222	21	.	.	PUNCT
cana-5043	223	1	[	[	X
cana-5043	223	2	8	8	NUM
cana-5043	223	3	]	]	SYM
cana-5043	223	4	yang	yang	PROPN
cana-5043	223	5	,	,	PUNCT
cana-5043	223	6	c.	c.	PROPN
cana-5043	223	7	g.	g.	PROPN
cana-5043	223	8	,	,	PUNCT
cana-5043	223	9	huang	huang	PROPN
cana-5043	223	10	,	,	PUNCT
cana-5043	223	11	y.	y.	PROPN
cana-5043	223	12	,	,	PUNCT
cana-5043	223	13	yang	yang	PROPN
cana-5043	223	14	,	,	PUNCT
cana-5043	223	15	k.	k.	PROPN
cana-5043	223	16	h.	h.	PROPN
cana-5043	223	17	,	,	PUNCT
cana-5043	223	18	&	&	CCONJ
cana-5043	223	19	lee	lee	PROPN
cana-5043	223	20	,	,	PUNCT
cana-5043	223	21	s.	s.	PROPN
cana-5043	223	22	g.	g.	PROPN
cana-5043	223	23	(	(	PUNCT
cana-5043	223	24	2014	2014	NUM
cana-5043	223	25	)	)	PUNCT
cana-5043	223	26	.	.	PUNCT
cana-5043	224	1	marketing	marketing	NOUN
cana-5043	224	2	strategy	strategy	NOUN
cana-5043	224	3	on	on	ADP
cana-5043	224	4	social	social	ADJ
cana-5043	224	5	commerce	commerce	NOUN
cana-5043	224	6	based	base	VERB
cana-5043	224	7	upon	upon	SCONJ
cana-5043	224	8	marketing	marketing	NOUN
cana-5043	224	9	mix	mix	NOUN
cana-5043	224	10	.	.	PUNCT
cana-5043	225	1	sop	sop	PROPN
cana-5043	225	2	transactions	transaction	NOUN
cana-5043	225	3	on	on	ADP
cana-5043	225	4	marketing	marketing	NOUN
cana-5043	225	5	research	research	NOUN
cana-5043	225	6	,	,	PUNCT
cana-5043	225	7	1(1	1(1	NUM
cana-5043	225	8	)	)	PUNCT
cana-5043	225	9	,	,	PUNCT
cana-5043	225	10	62	62	NUM
cana-5043	225	11	-	-	SYM
cana-5043	225	12	76	76	NUM
cana-5043	225	13	.	.	PUNCT
cana-5043	226	1	[	[	X
cana-5043	226	2	9	9	NUM
cana-5043	226	3	]	]	X
cana-5043	226	4	bai	bai	NOUN
cana-5043	226	5	,	,	PUNCT
cana-5043	226	6	y.	y.	PROPN
cana-5043	226	7	,	,	PUNCT
cana-5043	226	8	yao	yao	PROPN
cana-5043	226	9	,	,	PUNCT
cana-5043	226	10	z.	z.	PROPN
cana-5043	226	11	,	,	PUNCT
cana-5043	226	12	&	&	CCONJ
cana-5043	226	13	dou	dou	PROPN
cana-5043	226	14	,	,	PUNCT
cana-5043	226	15	y.	y.	PROPN
cana-5043	226	16	f.	f.	PROPN
cana-5043	226	17	(	(	PUNCT
cana-5043	226	18	2015	2015	NUM
cana-5043	226	19	)	)	PUNCT
cana-5043	226	20	.	.	PUNCT
cana-5043	227	1	effect	effect	NOUN
cana-5043	227	2	of	of	ADP
cana-5043	227	3	social	social	ADJ
cana-5043	227	4	commerce	commerce	NOUN
cana-5043	227	5	factors	factor	NOUN
cana-5043	227	6	on	on	ADP
cana-5043	227	7	user	user	NOUN
cana-5043	227	8	purchase	purchase	NOUN
cana-5043	227	9	behavior	behavior	NOUN
cana-5043	227	10	:	:	PUNCT
cana-5043	227	11	an	an	DET
cana-5043	227	12	empirical	empirical	ADJ
cana-5043	227	13	investigation	investigation	NOUN
cana-5043	227	14	from	from	ADP
cana-5043	227	15	renren	renren	PROPN
cana-5043	227	16	.	.	PUNCT
cana-5043	228	1	com	com	PROPN
cana-5043	228	2	.	.	PUNCT
cana-5043	228	3	international	international	PROPN
cana-5043	228	4	journal	journal	PROPN
cana-5043	228	5	of	of	ADP
cana-5043	228	6	information	information	NOUN
cana-5043	228	7	management	management	NOUN
cana-5043	228	8	,	,	PUNCT
cana-5043	228	9	35(5	35(5	NUM
cana-5043	228	10	)	)	PUNCT
cana-5043	228	11	,	,	PUNCT
cana-5043	228	12	538	538	NUM
cana-5043	228	13	-	-	SYM
cana-5043	228	14	550	550	NUM
cana-5043	228	15	.	.	PUNCT
cana-5043	229	1	[	[	X
cana-5043	229	2	10	10	NUM
cana-5043	229	3	]	]	X
cana-5043	229	4	yadav	yadav	PROPN
cana-5043	229	5	,	,	PUNCT
cana-5043	229	6	m.	m.	NOUN
cana-5043	229	7	s.	s.	PROPN
cana-5043	229	8	,	,	PUNCT
cana-5043	229	9	de	de	X
cana-5043	229	10	valck	valck	NOUN
cana-5043	229	11	,	,	PUNCT
cana-5043	229	12	k.	k.	PROPN
cana-5043	229	13	,	,	PUNCT
cana-5043	229	14	hennig	hennig	PROPN
cana-5043	229	15	-	-	PUNCT
cana-5043	229	16	thurau	thurau	ADJ
cana-5043	229	17	,	,	PUNCT
cana-5043	229	18	t.	t.	PROPN
cana-5043	229	19	,	,	PUNCT
cana-5043	229	20	hoffman	hoffman	PROPN
cana-5043	229	21	,	,	PUNCT
cana-5043	229	22	d.	d.	PROPN
cana-5043	229	23	l.	l.	PROPN
cana-5043	229	24	,	,	PUNCT
cana-5043	229	25	&	&	CCONJ
cana-5043	229	26	spann	spann	PROPN
cana-5043	229	27	,	,	PUNCT
cana-5043	229	28	m.	m.	NOUN
cana-5043	229	29	(	(	PUNCT
cana-5043	229	30	2013	2013	NUM
cana-5043	229	31	)	)	PUNCT
cana-5043	229	32	.	.	PUNCT
cana-5043	230	1	social	social	PROPN
cana-5043	230	2	commerce	commerce	PROPN
cana-5043	230	3	:	:	PUNCT
cana-5043	230	4	a	a	DET
cana-5043	230	5	contingency	contingency	NOUN
cana-5043	230	6	framework	framework	NOUN
cana-5043	230	7	for	for	ADP
cana-5043	230	8	assessing	assess	VERB
cana-5043	230	9	marketing	marketing	NOUN
cana-5043	230	10	potential	potential	NOUN
cana-5043	230	11	.	.	PUNCT
cana-5043	231	1	journal	journal	NOUN
cana-5043	231	2	of	of	ADP
cana-5043	231	3	interactive	interactive	ADJ
cana-5043	231	4	marketing	marketing	NOUN
cana-5043	231	5	,	,	PUNCT
cana-5043	231	6	27(4	27(4	PROPN
cana-5043	231	7	)	)	PUNCT
cana-5043	231	8	,	,	PUNCT
cana-5043	231	9	311	311	NUM
cana-5043	231	10	-	-	SYM
cana-5043	231	11	323	323	NUM
cana-5043	231	12	.	.	PUNCT
cana-5043	232	1	[	[	X
cana-5043	232	2	11	11	NUM
cana-5043	232	3	]	]	PUNCT
cana-5043	232	4	shin	shin	NOUN
cana-5043	232	5	,	,	PUNCT
cana-5043	232	6	n.	n.	NOUN
cana-5043	232	7	,	,	PUNCT
cana-5043	232	8	park	park	NOUN
cana-5043	232	9	,	,	PUNCT
cana-5043	232	10	s.	s.	PROPN
cana-5043	232	11	,	,	PUNCT
cana-5043	232	12	&	&	CCONJ
cana-5043	232	13	kim	kim	PROPN
cana-5043	232	14	,	,	PUNCT
cana-5043	232	15	h.	h.	PROPN
cana-5043	232	16	(	(	PUNCT
cana-5043	232	17	2021	2021	NUM
cana-5043	232	18	)	)	PUNCT
cana-5043	232	19	.	.	PUNCT
cana-5043	233	1	consumer	consumer	NOUN
cana-5043	233	2	satisfaction	satisfaction	NOUN
cana-5043	233	3	–	–	PUNCT
cana-5043	233	4	based	base	VERB
cana-5043	233	5	social	social	ADJ
cana-5043	233	6	commerce	commerce	NOUN
cana-5043	233	7	service	service	NOUN
cana-5043	233	8	quality	quality	NOUN
cana-5043	233	9	management	management	NOUN
cana-5043	233	10	.	.	PUNCT
cana-5043	234	1	brq	brq	NOUN
cana-5043	234	2	business	business	NOUN
cana-5043	234	3	research	research	PROPN
cana-5043	234	4	quarterly	quarterly	ADV
cana-5043	234	5	,	,	PUNCT
cana-5043	234	6	24(1	24(1	NUM
cana-5043	234	7	)	)	PUNCT
cana-5043	234	8	,	,	PUNCT
cana-5043	234	9	34	34	NUM
cana-5043	234	10	-	-	SYM
cana-5043	234	11	52	52	NUM
cana-5043	234	12	.	.	PUNCT
cana-5043	235	1	[	[	X
cana-5043	235	2	12	12	NUM
cana-5043	235	3	]	]	X
cana-5043	235	4	tao	tao	PROPN
cana-5043	235	5	,	,	PUNCT
cana-5043	235	6	m.	m.	NOUN
cana-5043	235	7	,	,	PUNCT
cana-5043	235	8	alam	alam	PROPN
cana-5043	235	9	,	,	PUNCT
cana-5043	235	10	f.	f.	PROPN
cana-5043	235	11	,	,	PUNCT
cana-5043	235	12	lahuerta	lahuerta	NOUN
cana-5043	235	13	-	-	PUNCT
cana-5043	235	14	otero	otero	PROPN
cana-5043	235	15	,	,	PUNCT
cana-5043	235	16	e.	e.	PROPN
cana-5043	235	17	,	,	PUNCT
cana-5043	235	18	&	&	CCONJ
cana-5043	235	19	mengyuan	mengyuan	PROPN
cana-5043	235	20	,	,	PUNCT
cana-5043	235	21	c.	c.	PROPN
cana-5043	235	22	(	(	PUNCT
cana-5043	235	23	2024	2024	NUM
cana-5043	235	24	)	)	PUNCT
cana-5043	235	25	.	.	PUNCT
cana-5043	236	1	get	get	VERB
cana-5043	236	2	ready	ready	ADJ
cana-5043	236	3	to	to	PART
cana-5043	236	4	buy	buy	VERB
cana-5043	236	5	with	with	ADP
cana-5043	236	6	me	i	PRON
cana-5043	236	7	:	:	PUNCT
cana-5043	236	8	the	the	DET
cana-5043	236	9	effect	effect	NOUN
cana-5043	236	10	of	of	ADP
cana-5043	236	11	social	social	ADJ
cana-5043	236	12	presence	presence	NOUN
cana-5043	236	13	interaction	interaction	NOUN
cana-5043	236	14	and	and	CCONJ
cana-5043	236	15	social	social	ADJ
cana-5043	236	16	commerce	commerce	NOUN
cana-5043	236	17	intention	intention	NOUN
cana-5043	236	18	on	on	ADP
cana-5043	236	19	s	s	NOUN
cana-5043	236	20	-	-	PUNCT
cana-5043	236	21	commerce	commerce	NOUN
cana-5043	236	22	live	live	ADJ
cana-5043	236	23	streaming	streaming	NOUN
cana-5043	236	24	.	.	PUNCT
cana-5043	237	1	sage	sage	NOUN
cana-5043	237	2	open	open	ADJ
cana-5043	237	3	,	,	PUNCT
cana-5043	237	4	14(1	14(1	NUM
cana-5043	237	5	)	)	PUNCT
cana-5043	237	6	,	,	PUNCT
cana-5043	237	7	21582440241232751	21582440241232751	NUM
cana-5043	237	8	.	.	PUNCT
cana-5043	238	1	[	[	X
cana-5043	238	2	13	13	NUM
cana-5043	238	3	]	]	X
cana-5043	238	4	levi	levi	PROPN
cana-5043	238	5	,	,	PUNCT
cana-5043	238	6	m.	m.	NOUN
cana-5043	238	7	(	(	PUNCT
cana-5043	238	8	2017	2017	NUM
cana-5043	238	9	)	)	PUNCT
cana-5043	238	10	.	.	PUNCT
cana-5043	239	1	organized	organize	VERB
cana-5043	239	2	fraud	fraud	NOUN
cana-5043	239	3	and	and	CCONJ
cana-5043	239	4	organizing	organize	VERB
cana-5043	239	5	frauds	fraud	NOUN
cana-5043	239	6	:	:	PUNCT
cana-5043	239	7	unpacking	unpack	VERB
cana-5043	239	8	research	research	NOUN
cana-5043	239	9	on	on	ADP
cana-5043	239	10	networks	network	NOUN
cana-5043	239	11	and	and	CCONJ
cana-5043	239	12	organization	organization	NOUN
cana-5043	239	13	.	.	PUNCT
cana-5043	240	1	in	in	ADP
cana-5043	240	2	transnational	transnational	ADJ
cana-5043	240	3	financial	financial	ADJ
cana-5043	240	4	crime	crime	NOUN
cana-5043	240	5	(	(	PUNCT
cana-5043	240	6	pp	pp	ADJ
cana-5043	240	7	.	.	PUNCT
cana-5043	240	8	309	309	NUM
cana-5043	240	9	-	-	SYM
cana-5043	240	10	340	340	NUM
cana-5043	240	11	)	)	PUNCT
cana-5043	240	12	.	.	PUNCT
cana-5043	241	1	routledge	routledge	PROPN
cana-5043	241	2	.	.	PUNCT
cana-5043	242	1	[	[	X
cana-5043	242	2	14	14	NUM
cana-5043	242	3	]	]	X
cana-5043	242	4	ivanyuk	ivanyuk	NOUN
cana-5043	242	5	,	,	PUNCT
cana-5043	242	6	v.	v.	PROPN
cana-5043	242	7	(	(	PUNCT
cana-5043	242	8	2024	2024	NUM
cana-5043	242	9	)	)	PUNCT
cana-5043	242	10	.	.	PUNCT
cana-5043	243	1	forecasting	forecasting	NOUN
cana-5043	243	2	of	of	ADP
cana-5043	243	3	digital	digital	ADJ
cana-5043	243	4	financial	financial	ADJ
cana-5043	243	5	crimes	crime	NOUN
cana-5043	243	6	in	in	ADP
cana-5043	243	7	russia	russia	PROPN
cana-5043	243	8	based	base	VERB
cana-5043	243	9	on	on	ADP
cana-5043	243	10	machine	machine	NOUN
cana-5043	243	11	learning	learning	NOUN
cana-5043	243	12	methods	method	NOUN
cana-5043	243	13	.	.	PUNCT
cana-5043	244	1	journal	journal	PROPN
cana-5043	244	2	of	of	ADP
cana-5043	244	3	computer	computer	NOUN
cana-5043	244	4	virology	virology	NOUN
cana-5043	244	5	and	and	CCONJ
cana-5043	244	6	hacking	hack	VERB
cana-5043	244	7	techniques	technique	NOUN
cana-5043	244	8	,	,	PUNCT
cana-5043	244	9	20(3	20(3	NOUN
cana-5043	244	10	)	)	PUNCT
cana-5043	244	11	,	,	PUNCT
cana-5043	244	12	349	349	NUM
cana-5043	244	13	-	-	SYM
cana-5043	244	14	362	362	NUM
cana-5043	244	15	.	.	PUNCT
cana-5043	245	1	[	[	X
cana-5043	245	2	15	15	NUM
cana-5043	245	3	]	]	X
cana-5043	245	4	irshad	irshad	VERB
cana-5043	245	5	,	,	PUNCT
cana-5043	245	6	s.	s.	PROPN
cana-5043	245	7	,	,	PUNCT
cana-5043	245	8	&	&	CCONJ
cana-5043	245	9	soomro	soomro	PROPN
cana-5043	245	10	,	,	PUNCT
cana-5043	245	11	t.	t.	PROPN
cana-5043	245	12	r.	r.	PROPN
cana-5043	245	13	(	(	PUNCT
cana-5043	245	14	2018	2018	NUM
cana-5043	245	15	)	)	PUNCT
cana-5043	245	16	.	.	PUNCT
cana-5043	246	1	identity	identity	NOUN
cana-5043	246	2	theft	theft	NOUN
cana-5043	246	3	and	and	CCONJ
cana-5043	246	4	social	social	ADJ
cana-5043	246	5	media	medium	NOUN
cana-5043	246	6	.	.	PUNCT
cana-5043	247	1	international	international	ADJ
cana-5043	247	2	journal	journal	PROPN
cana-5043	247	3	of	of	ADP
cana-5043	247	4	computer	computer	NOUN
cana-5043	247	5	science	science	NOUN
cana-5043	247	6	and	and	CCONJ
cana-5043	247	7	network	network	NOUN
cana-5043	247	8	security	security	NOUN
cana-5043	247	9	,	,	PUNCT
cana-5043	247	10	18(1	18(1	NUM
cana-5043	247	11	)	)	PUNCT
cana-5043	247	12	,	,	PUNCT
cana-5043	247	13	43	43	NUM
cana-5043	247	14	-	-	SYM
cana-5043	247	15	55	55	NUM
cana-5043	247	16	.	.	PUNCT
cana-5043	248	1	[	[	X
cana-5043	248	2	16	16	NUM
cana-5043	248	3	]	]	X
cana-5043	248	4	choo	choo	PROPN
cana-5043	248	5	,	,	PUNCT
cana-5043	248	6	k.	k.	PROPN
cana-5043	248	7	k.	k.	PROPN
cana-5043	248	8	r.	r.	PROPN
cana-5043	248	9	,	,	PUNCT
cana-5043	248	10	&	&	CCONJ
cana-5043	248	11	smith	smith	PROPN
cana-5043	248	12	,	,	PUNCT
cana-5043	248	13	r.	r.	PROPN
cana-5043	248	14	g.	g.	PROPN
cana-5043	248	15	(	(	PUNCT
cana-5043	248	16	2008	2008	NUM
cana-5043	248	17	)	)	PUNCT
cana-5043	248	18	.	.	PUNCT
cana-5043	249	1	criminal	criminal	ADJ
cana-5043	249	2	exploitation	exploitation	NOUN
cana-5043	249	3	of	of	ADP
cana-5043	249	4	online	online	ADJ
cana-5043	249	5	systems	system	NOUN
cana-5043	249	6	by	by	ADP
cana-5043	249	7	organised	organise	VERB
cana-5043	249	8	crime	crime	NOUN
cana-5043	249	9	groups	group	NOUN
cana-5043	249	10	.	.	PUNCT
cana-5043	250	1	asian	asian	ADJ
cana-5043	250	2	journal	journal	NOUN
cana-5043	250	3	of	of	ADP
cana-5043	250	4	criminology	criminology	NOUN
cana-5043	250	5	,	,	PUNCT
cana-5043	250	6	3	3	NUM
cana-5043	250	7	,	,	PUNCT
cana-5043	250	8	37	37	NUM
cana-5043	250	9	-	-	SYM
cana-5043	250	10	59	59	NUM
cana-5043	250	11	.	.	PUNCT
cana-5043	251	1	[	[	X
cana-5043	251	2	17	17	NUM
cana-5043	251	3	]	]	PUNCT
cana-5043	251	4	grabosky	grabosky	NOUN
cana-5043	251	5	,	,	PUNCT
cana-5043	251	6	p.	p.	NOUN
cana-5043	251	7	(	(	PUNCT
cana-5043	251	8	2001	2001	NUM
cana-5043	251	9	)	)	PUNCT
cana-5043	251	10	.	.	PUNCT
cana-5043	252	1	the	the	DET
cana-5043	252	2	prevention	prevention	NOUN
cana-5043	252	3	and	and	CCONJ
cana-5043	252	4	control	control	NOUN
cana-5043	252	5	of	of	ADP
cana-5043	252	6	economic	economic	ADJ
cana-5043	252	7	crime	crime	NOUN
cana-5043	252	8	.	.	PUNCT
cana-5043	253	1	corruption	corruption	NOUN
cana-5043	253	2	and	and	CCONJ
cana-5043	253	3	anticorruption	anticorruption	NOUN
cana-5043	253	4	,	,	PUNCT
cana-5043	253	5	edited	edit	VERB
cana-5043	253	6	by	by	ADP
cana-5043	253	7	peter	peter	PROPN
cana-5043	253	8	larmour	larmour	PROPN
cana-5043	253	9	and	and	CCONJ
cana-5043	253	10	nick	nick	PROPN
cana-5043	253	11	wolanin	wolanin	PROPN
cana-5043	253	12	,	,	PUNCT
cana-5043	253	13	149	149	NUM
cana-5043	253	14	-	-	SYM
cana-5043	253	15	158	158	NUM
cana-5043	253	16	.	.	PUNCT
cana-5043	254	1	[	[	X
cana-5043	254	2	18	18	NUM
cana-5043	254	3	]	]	SYM
cana-5043	254	4	hoffmeister	hoffmeister	NOUN
cana-5043	254	5	,	,	PUNCT
cana-5043	254	6	t.	t.	PROPN
cana-5043	254	7	(	(	PUNCT
cana-5043	254	8	2014	2014	NUM
cana-5043	254	9	)	)	PUNCT
cana-5043	254	10	.	.	PUNCT
cana-5043	255	1	the	the	DET
cana-5043	255	2	challenges	challenge	NOUN
cana-5043	255	3	of	of	ADP
cana-5043	255	4	preventing	prevent	VERB
cana-5043	255	5	and	and	CCONJ
cana-5043	255	6	prosecuting	prosecute	VERB
cana-5043	255	7	social	social	ADJ
cana-5043	255	8	media	medium	NOUN
cana-5043	255	9	crimes	crime	NOUN
cana-5043	255	10	.	.	PUNCT
cana-5043	256	1	pace	pace	NOUN
cana-5043	256	2	l.	l.	PROPN
cana-5043	256	3	rev	rev	PROPN
cana-5043	256	4	.	.	PROPN
cana-5043	256	5	,	,	PUNCT
cana-5043	256	6	35	35	NUM
cana-5043	256	7	,	,	PUNCT
cana-5043	256	8	115	115	NUM
cana-5043	256	9	.	.	PUNCT
cana-5043	257	1	[	[	X
cana-5043	257	2	19	19	NUM
cana-5043	257	3	]	]	X
cana-5043	257	4	drury	drury	PROPN
cana-5043	257	5	,	,	PUNCT
cana-5043	257	6	b.	b.	PROPN
cana-5043	257	7	,	,	PUNCT
cana-5043	257	8	drury	drury	PROPN
cana-5043	257	9	,	,	PUNCT
cana-5043	257	10	s.	s.	PROPN
cana-5043	257	11	m.	m.	PROPN
cana-5043	257	12	,	,	PUNCT
cana-5043	257	13	rahman	rahman	PROPN
cana-5043	257	14	,	,	PUNCT
cana-5043	257	15	m.	m.	NOUN
cana-5043	257	16	a.	a.	PROPN
cana-5043	257	17	,	,	PUNCT
cana-5043	257	18	&	&	CCONJ
cana-5043	257	19	ullah	ullah	PROPN
cana-5043	257	20	,	,	PUNCT
cana-5043	257	21	i.	i.	PROPN
cana-5043	257	22	(	(	PUNCT
cana-5043	257	23	2022	2022	NUM
cana-5043	257	24	)	)	PUNCT
cana-5043	257	25	.	.	PUNCT
cana-5043	258	1	a	a	DET
cana-5043	258	2	social	social	ADJ
cana-5043	258	3	network	network	NOUN
cana-5043	258	4	of	of	ADP
cana-5043	258	5	crime	crime	NOUN
cana-5043	258	6	:	:	PUNCT
cana-5043	258	7	a	a	DET
cana-5043	258	8	review	review	NOUN
cana-5043	258	9	of	of	ADP
cana-5043	258	10	the	the	DET
cana-5043	258	11	use	use	NOUN
cana-5043	258	12	of	of	ADP
cana-5043	258	13	social	social	ADJ
cana-5043	258	14	networks	network	NOUN
cana-5043	258	15	for	for	ADP
cana-5043	258	16	crime	crime	NOUN
cana-5043	258	17	and	and	CCONJ
cana-5043	258	18	the	the	DET
cana-5043	258	19	detection	detection	NOUN
cana-5043	258	20	of	of	ADP
cana-5043	258	21	crime	crime	NOUN
cana-5043	258	22	.	.	PUNCT
cana-5043	259	1	online	online	ADJ
cana-5043	259	2	social	social	ADJ
cana-5043	259	3	networks	network	NOUN
cana-5043	259	4	and	and	CCONJ
cana-5043	259	5	media	medium	NOUN
cana-5043	259	6	,	,	PUNCT
cana-5043	259	7	30	30	NUM
cana-5043	259	8	,	,	PUNCT
cana-5043	259	9	100211	100211	NUM
cana-5043	259	10	.	.	PUNCT
cana-5043	260	1	[	[	X
cana-5043	260	2	20	20	NUM
cana-5043	260	3	]	]	X
cana-5043	260	4	thukral	thukral	ADJ
cana-5043	260	5	,	,	PUNCT
cana-5043	260	6	p.	p.	NOUN
cana-5043	260	7	,	,	PUNCT
cana-5043	260	8	&	&	CCONJ
cana-5043	260	9	kainya	kainya	PROPN
cana-5043	260	10	,	,	PUNCT
cana-5043	260	11	v.	v.	PROPN
cana-5043	260	12	(	(	PUNCT
cana-5043	260	13	2022	2022	NUM
cana-5043	260	14	)	)	PUNCT
cana-5043	260	15	.	.	PUNCT
cana-5043	261	1	how	how	SCONJ
cana-5043	261	2	social	social	ADJ
cana-5043	261	3	media	media	NOUN
cana-5043	261	4	influence	influence	NOUN
cana-5043	261	5	crimes	crime	NOUN
cana-5043	261	6	.	.	PUNCT
cana-5043	262	1	issue	issue	NOUN
cana-5043	262	2	2	2	NUM
cana-5043	262	3	indian	indian	PROPN
cana-5043	262	4	jl	jl	NOUN
cana-5043	262	5	&	&	CCONJ
cana-5043	262	6	legal	legal	ADJ
cana-5043	262	7	rsch	rsch	NOUN
cana-5043	262	8	.	.	PUNCT
cana-5043	262	9	,	,	PUNCT
cana-5043	262	10	4	4	NUM
cana-5043	262	11	,	,	PUNCT
cana-5043	262	12	1	1	NUM
cana-5043	262	13	.	.	PUNCT
cana-5043	263	1	[	[	X
cana-5043	263	2	21	21	NUM
cana-5043	263	3	]	]	X
cana-5043	263	4	nicholls	nicholls	PROPN
cana-5043	263	5	,	,	PUNCT
cana-5043	263	6	j.	j.	PROPN
cana-5043	263	7	,	,	PUNCT
cana-5043	263	8	kuppa	kuppa	PROPN
cana-5043	263	9	,	,	PUNCT
cana-5043	263	10	a.	a.	PROPN
cana-5043	263	11	,	,	PUNCT
cana-5043	263	12	&	&	CCONJ
cana-5043	263	13	le	le	PROPN
cana-5043	263	14	-	-	PUNCT
cana-5043	263	15	khac	khac	NOUN
cana-5043	263	16	,	,	PUNCT
cana-5043	263	17	n.	n.	NOUN
cana-5043	263	18	a.	a.	NOUN
cana-5043	263	19	(	(	PUNCT
cana-5043	263	20	2021	2021	NUM
cana-5043	263	21	)	)	PUNCT
cana-5043	263	22	.	.	PUNCT
cana-5043	264	1	financial	financial	ADJ
cana-5043	264	2	cybercrime	cybercrime	NOUN
cana-5043	264	3	:	:	PUNCT
cana-5043	264	4	a	a	DET
cana-5043	264	5	comprehensive	comprehensive	ADJ
cana-5043	264	6	survey	survey	NOUN
cana-5043	264	7	of	of	ADP
cana-5043	264	8	deep	deep	ADJ
cana-5043	264	9	learning	learning	NOUN
cana-5043	264	10	approaches	approach	NOUN
cana-5043	264	11	to	to	PART
cana-5043	264	12	tackle	tackle	VERB
cana-5043	264	13	the	the	DET
cana-5043	264	14	evolving	evolve	VERB
cana-5043	264	15	financial	financial	ADJ
cana-5043	264	16	crime	crime	NOUN
cana-5043	264	17	landscape	landscape	NOUN
cana-5043	264	18	.	.	PUNCT
cana-5043	265	1	ieee	ieee	NOUN
cana-5043	265	2	access	access	NOUN
cana-5043	265	3	,	,	PUNCT
cana-5043	265	4	9	9	NUM
cana-5043	265	5	,	,	PUNCT
cana-5043	265	6	163965	163965	NUM
cana-5043	265	7	-	-	SYM
cana-5043	265	8	163986	163986	NUM
cana-5043	265	9	.	.	PUNCT
cana-5043	266	1	communications	communication	NOUN
cana-5043	266	2	on	on	ADP
cana-5043	266	3	applied	apply	VERB
cana-5043	266	4	nonlinear	nonlinear	ADJ
cana-5043	266	5	analysis	analysis	NOUN
cana-5043	266	6	issn	issn	NOUN
cana-5043	266	7	:	:	PUNCT
cana-5043	266	8	1074	1074	NUM
cana-5043	266	9	-	-	PUNCT
cana-5043	266	10	133x	133x	NUM
cana-5043	266	11	vol	vol	NOUN
cana-5043	266	12	32	32	NUM
cana-5043	266	13	no	no	NOUN
cana-5043	266	14	.	.	PUNCT
cana-5043	267	1	icmasd	icmasd	NOUN
cana-5043	267	2	(	(	PUNCT
cana-5043	267	3	2025	2025	NUM
cana-5043	267	4	)	)	PUNCT
cana-5043	267	5	160	160	NUM
cana-5043	267	6	https://internationalpubls.com	https://internationalpubls.com	X
cana-5043	268	1	[	[	X
cana-5043	268	2	22	22	NUM
cana-5043	268	3	]	]	X
cana-5043	268	4	soomro	soomro	PROPN
cana-5043	268	5	,	,	PUNCT
cana-5043	268	6	t.	t.	PROPN
cana-5043	268	7	r.	r.	PROPN
cana-5043	268	8	,	,	PUNCT
cana-5043	268	9	&	&	CCONJ
cana-5043	268	10	hussain	hussain	PROPN
cana-5043	268	11	,	,	PUNCT
cana-5043	268	12	m.	m.	NOUN
cana-5043	268	13	(	(	PUNCT
cana-5043	268	14	2019	2019	NUM
cana-5043	268	15	)	)	PUNCT
cana-5043	268	16	.	.	PUNCT
cana-5043	269	1	social	social	ADJ
cana-5043	269	2	media	medium	NOUN
cana-5043	269	3	-	-	PUNCT
cana-5043	269	4	related	relate	VERB
cana-5043	269	5	cybercrimes	cybercrime	NOUN
cana-5043	269	6	and	and	CCONJ
cana-5043	269	7	techniques	technique	NOUN
cana-5043	269	8	for	for	ADP
cana-5043	269	9	their	their	PRON
cana-5043	269	10	prevention	prevention	NOUN
cana-5043	269	11	.	.	PUNCT
cana-5043	270	1	applied	apply	VERB
cana-5043	270	2	computer	computer	NOUN
cana-5043	270	3	systems	system	NOUN
cana-5043	270	4	,	,	PUNCT
cana-5043	270	5	24(1	24(1	NUM
cana-5043	270	6	)	)	PUNCT
cana-5043	270	7	,	,	PUNCT
cana-5043	270	8	9	9	NUM
cana-5043	270	9	-	-	SYM
cana-5043	270	10	17	17	NUM
cana-5043	270	11	.	.	PUNCT
cana-5043	271	1	[	[	X
cana-5043	271	2	23	23	NUM
cana-5043	271	3	]	]	X
cana-5043	271	4	bhat	bhat	PROPN
cana-5043	271	5	,	,	PUNCT
cana-5043	271	6	a.	a.	PROPN
cana-5043	271	7	h.	h.	PROPN
cana-5043	271	8	,	,	PUNCT
cana-5043	271	9	&	&	CCONJ
cana-5043	271	10	kolhe	kolhe	PROPN
cana-5043	271	11	,	,	PUNCT
cana-5043	271	12	d.	d.	PROPN
cana-5043	271	13	(	(	PUNCT
cana-5043	271	14	2024	2024	NUM
cana-5043	271	15	)	)	PUNCT
cana-5043	271	16	.	.	PUNCT
cana-5043	272	1	crime	crime	NOUN
cana-5043	272	2	and	and	CCONJ
cana-5043	272	3	fraud	fraud	NOUN
cana-5043	272	4	at	at	ADP
cana-5043	272	5	the	the	DET
cana-5043	272	6	community	community	NOUN
cana-5043	272	7	level	level	NOUN
cana-5043	272	8	:	:	PUNCT
cana-5043	272	9	social	social	ADJ
cana-5043	272	10	networking	networking	NOUN
cana-5043	272	11	understanding	understanding	NOUN
cana-5043	272	12	into	into	ADP
cana-5043	272	13	economic	economic	ADJ
cana-5043	272	14	crimes	crime	NOUN
cana-5043	272	15	and	and	CCONJ
cana-5043	272	16	psychology	psychology	NOUN
cana-5043	272	17	motivations	motivation	NOUN
cana-5043	272	18	.	.	PUNCT
cana-5043	273	1	journal	journal	NOUN
cana-5043	273	2	of	of	ADP
cana-5043	273	3	social	social	ADJ
cana-5043	273	4	sciences	science	NOUN
cana-5043	273	5	and	and	CCONJ
cana-5043	273	6	economics	economic	NOUN
cana-5043	273	7	,	,	PUNCT
cana-5043	273	8	3(2	3(2	NUM
cana-5043	273	9	)	)	PUNCT
cana-5043	273	10	,	,	PUNCT
cana-5043	273	11	127	127	NUM
cana-5043	273	12	-	-	SYM
cana-5043	273	13	146	146	NUM
cana-5043	273	14	.	.	PUNCT
cana-5043	274	1	[	[	X
cana-5043	274	2	24	24	NUM
cana-5043	274	3	]	]	X
cana-5043	274	4	kassem	kassem	PROPN
cana-5043	274	5	,	,	PUNCT
cana-5043	274	6	r.	r.	PROPN
cana-5043	274	7	(	(	PUNCT
cana-5043	274	8	2024	2024	NUM
cana-5043	274	9	)	)	PUNCT
cana-5043	274	10	.	.	PUNCT
cana-5043	275	1	spotlight	spotlight	NOUN
cana-5043	275	2	on	on	ADP
cana-5043	275	3	fraud	fraud	NOUN
cana-5043	275	4	risk	risk	NOUN
cana-5043	275	5	in	in	ADP
cana-5043	275	6	hospitality	hospitality	NOUN
cana-5043	275	7	a	a	DET
cana-5043	275	8	systematic	systematic	ADJ
cana-5043	275	9	literature	literature	NOUN
cana-5043	275	10	review	review	NOUN
cana-5043	275	11	.	.	PUNCT
cana-5043	276	1	international	international	ADJ
cana-5043	276	2	journal	journal	PROPN
cana-5043	276	3	of	of	ADP
cana-5043	276	4	hospitality	hospitality	PROPN
cana-5043	276	5	management	management	NOUN
cana-5043	276	6	,	,	PUNCT
cana-5043	276	7	116	116	NUM
cana-5043	276	8	,	,	PUNCT
cana-5043	276	9	103630	103630	NUM
cana-5043	276	10	.	.	PUNCT
cana-5043	277	1	[	[	X
cana-5043	277	2	25	25	NUM
cana-5043	277	3	]	]	X
cana-5043	277	4	zhang	zhang	PROPN
cana-5043	277	5	,	,	PUNCT
cana-5043	277	6	d.	d.	PROPN
cana-5043	277	7	,	,	PUNCT
cana-5043	277	8	frei	frei	PROPN
cana-5043	277	9	,	,	PUNCT
cana-5043	277	10	r.	r.	PROPN
cana-5043	277	11	,	,	PUNCT
cana-5043	277	12	senyo	senyo	ADV
cana-5043	277	13	,	,	PUNCT
cana-5043	277	14	p.	p.	PROPN
cana-5043	277	15	k.	k.	PROPN
cana-5043	277	16	,	,	PUNCT
cana-5043	277	17	bayer	bayer	PROPN
cana-5043	277	18	,	,	PUNCT
cana-5043	277	19	s.	s.	PROPN
cana-5043	277	20	,	,	PUNCT
cana-5043	277	21	gerding	gerding	NOUN
cana-5043	277	22	,	,	PUNCT
cana-5043	277	23	e.	e.	PROPN
cana-5043	277	24	,	,	PUNCT
cana-5043	277	25	wills	will	NOUN
cana-5043	277	26	,	,	PUNCT
cana-5043	277	27	g.	g.	PROPN
cana-5043	277	28	,	,	PUNCT
cana-5043	277	29	&	&	CCONJ
cana-5043	277	30	beck	beck	PROPN
cana-5043	277	31	,	,	PUNCT
cana-5043	277	32	a.	a.	NOUN
cana-5043	277	33	(	(	PUNCT
cana-5043	277	34	2023	2023	NUM
cana-5043	277	35	)	)	PUNCT
cana-5043	277	36	.	.	PUNCT
cana-5043	278	1	understanding	understand	VERB
cana-5043	278	2	fraudulent	fraudulent	ADJ
cana-5043	278	3	returns	return	NOUN
cana-5043	278	4	and	and	CCONJ
cana-5043	278	5	mitigation	mitigation	NOUN
cana-5043	278	6	strategies	strategy	NOUN
cana-5043	278	7	in	in	ADP
cana-5043	278	8	multichannel	multichannel	ADJ
cana-5043	278	9	retailing	retailing	NOUN
cana-5043	278	10	.	.	PUNCT
cana-5043	279	1	journal	journal	NOUN
cana-5043	279	2	of	of	ADP
cana-5043	279	3	retailing	retailing	NOUN
cana-5043	279	4	and	and	CCONJ
cana-5043	279	5	consumer	consumer	NOUN
cana-5043	279	6	services	service	NOUN
cana-5043	279	7	,	,	PUNCT
cana-5043	279	8	70	70	NUM
cana-5043	279	9	,	,	PUNCT
cana-5043	279	10	103145	103145	NUM
cana-5043	279	11	.	.	PUNCT
cana-5043	280	1	[	[	X
cana-5043	280	2	26	26	NUM
cana-5043	280	3	]	]	PUNCT
cana-5043	280	4	sinha	sinha	NOUN
cana-5043	280	5	,	,	PUNCT
cana-5043	280	6	n.	n.	PROPN
cana-5043	280	7	,	,	PUNCT
cana-5043	280	8	paul	paul	PROPN
cana-5043	280	9	,	,	PUNCT
cana-5043	280	10	j.	j.	PROPN
cana-5043	280	11	,	,	PUNCT
cana-5043	280	12	&	&	CCONJ
cana-5043	280	13	singh	singh	PROPN
cana-5043	280	14	,	,	PUNCT
cana-5043	280	15	n.	n.	NOUN
cana-5043	280	16	(	(	PUNCT
cana-5043	280	17	2024	2024	NUM
cana-5043	280	18	)	)	PUNCT
cana-5043	280	19	.	.	PUNCT
cana-5043	281	1	mobile	mobile	ADJ
cana-5043	281	2	payments	payment	NOUN
cana-5043	281	3	for	for	ADP
cana-5043	281	4	bottom	bottom	NOUN
cana-5043	281	5	of	of	ADP
cana-5043	281	6	the	the	DET
cana-5043	281	7	pyramid	pyramid	NOUN
cana-5043	281	8	:	:	PUNCT
cana-5043	281	9	towards	towards	ADP
cana-5043	281	10	a	a	DET
cana-5043	281	11	positive	positive	ADJ
cana-5043	281	12	social	social	ADJ
cana-5043	281	13	change	change	NOUN
cana-5043	281	14	.	.	PUNCT
cana-5043	282	1	technological	technological	ADJ
cana-5043	282	2	forecasting	forecasting	NOUN
cana-5043	282	3	and	and	CCONJ
cana-5043	282	4	social	social	ADJ
cana-5043	282	5	change	change	NOUN
cana-5043	282	6	,	,	PUNCT
cana-5043	282	7	202	202	NUM
cana-5043	282	8	,	,	PUNCT
cana-5043	282	9	123313	123313	NUM
cana-5043	282	10	.	.	PUNCT
cana-5043	283	1	[	[	X
cana-5043	283	2	27	27	NUM
cana-5043	283	3	]	]	X
cana-5043	283	4	mogaji	mogaji	NOUN
cana-5043	283	5	,	,	PUNCT
cana-5043	283	6	e.	e.	PROPN
cana-5043	283	7	,	,	PUNCT
cana-5043	283	8	&	&	CCONJ
cana-5043	283	9	nguyen	nguyen	PROPN
cana-5043	283	10	,	,	PUNCT
cana-5043	283	11	n.	n.	PROPN
cana-5043	283	12	p.	p.	PROPN
cana-5043	283	13	(	(	PUNCT
cana-5043	283	14	2022	2022	NUM
cana-5043	283	15	)	)	PUNCT
cana-5043	283	16	.	.	PUNCT
cana-5043	284	1	the	the	DET
cana-5043	284	2	dark	dark	ADJ
cana-5043	284	3	side	side	NOUN
cana-5043	284	4	of	of	ADP
cana-5043	284	5	mobile	mobile	ADJ
cana-5043	284	6	money	money	NOUN
cana-5043	284	7	:	:	PUNCT
cana-5043	284	8	perspectives	perspective	NOUN
cana-5043	284	9	from	from	ADP
cana-5043	284	10	an	an	DET
cana-5043	284	11	emerging	emerge	VERB
cana-5043	284	12	economy	economy	NOUN
cana-5043	284	13	.	.	PUNCT
cana-5043	285	1	technological	technological	ADJ
cana-5043	285	2	forecasting	forecasting	NOUN
cana-5043	285	3	and	and	CCONJ
cana-5043	285	4	social	social	ADJ
cana-5043	285	5	change	change	NOUN
cana-5043	285	6	,	,	PUNCT
cana-5043	285	7	185	185	NUM
cana-5043	285	8	,	,	PUNCT
cana-5043	285	9	122045	122045	NUM
cana-5043	285	10	.	.	PUNCT
cana-5043	286	1	[	[	X
cana-5043	286	2	28	28	NUM
cana-5043	286	3	]	]	X
cana-5043	286	4	jamvitheelert	jamvitheelert	NOUN
cana-5043	286	5	,	,	PUNCT
cana-5043	286	6	p.	p.	PROPN
cana-5043	286	7	,	,	PUNCT
cana-5043	286	8	wattanasin	wattanasin	PROPN
cana-5043	286	9	,	,	PUNCT
cana-5043	286	10	k.	k.	PROPN
cana-5043	286	11	,	,	PUNCT
cana-5043	286	12	&	&	CCONJ
cana-5043	286	13	leenawong	leenawong	PROPN
cana-5043	286	14	,	,	PUNCT
cana-5043	286	15	c.	c.	PROPN
cana-5043	286	16	(	(	PUNCT
cana-5043	286	17	2024	2024	NUM
cana-5043	286	18	)	)	PUNCT
cana-5043	286	19	.	.	PUNCT
cana-5043	287	1	factors	factor	NOUN
cana-5043	287	2	affecting	affect	VERB
cana-5043	287	3	social	social	ADJ
cana-5043	287	4	commerce	commerce	NOUN
cana-5043	287	5	victimization	victimization	NOUN
cana-5043	287	6	of	of	ADP
cana-5043	287	7	a	a	DET
cana-5043	287	8	thai	thai	PROPN
cana-5043	287	9	university	university	NOUN
cana-5043	287	10	’s	’s	PART
cana-5043	287	11	students	student	NOUN
cana-5043	287	12	.	.	PUNCT
cana-5043	288	1	journal	journal	PROPN
cana-5043	288	2	of	of	ADP
cana-5043	288	3	business	business	NOUN
cana-5043	288	4	,	,	PUNCT
cana-5043	288	5	innovation	innovation	NOUN
cana-5043	288	6	and	and	CCONJ
cana-5043	288	7	sustainability	sustainability	NOUN
cana-5043	288	8	(	(	PUNCT
cana-5043	288	9	jbis	jbis	PROPN
cana-5043	288	10	)	)	PUNCT
cana-5043	288	11	,	,	PUNCT
cana-5043	288	12	19(3	19(3	NUM
cana-5043	288	13	)	)	PUNCT
cana-5043	288	14	.	.	PUNCT
cana-5043	289	1	[	[	X
cana-5043	289	2	29	29	NUM
cana-5043	289	3	]	]	X
cana-5043	289	4	huang	huang	PROPN
cana-5043	289	5	,	,	PUNCT
cana-5043	289	6	z.	z.	PROPN
cana-5043	289	7	,	,	PUNCT
cana-5043	289	8	&	&	CCONJ
cana-5043	289	9	benyoucef	benyoucef	PROPN
cana-5043	289	10	,	,	PUNCT
cana-5043	289	11	m.	m.	NOUN
cana-5043	289	12	(	(	PUNCT
cana-5043	289	13	2014	2014	NUM
cana-5043	289	14	)	)	PUNCT
cana-5043	289	15	.	.	PUNCT
cana-5043	290	1	user	user	NOUN
cana-5043	290	2	preferences	preference	NOUN
cana-5043	290	3	of	of	ADP
cana-5043	290	4	social	social	ADJ
cana-5043	290	5	commerce	commerce	NOUN
cana-5043	290	6	features	feature	VERB
cana-5043	290	7	:	:	PUNCT
cana-5043	290	8	an	an	DET
cana-5043	290	9	empirical	empirical	ADJ
cana-5043	290	10	study	study	NOUN
cana-5043	290	11	.	.	PUNCT
cana-5043	291	1	international	international	ADJ
cana-5043	291	2	journal	journal	PROPN
cana-5043	291	3	of	of	ADP
cana-5043	291	4	information	information	NOUN
cana-5043	291	5	management	management	NOUN
cana-5043	291	6	,	,	PUNCT
cana-5043	291	7	34(3	34(3	NUM
cana-5043	291	8	)	)	PUNCT
cana-5043	291	9	,	,	PUNCT
cana-5043	291	10	194	194	NUM
cana-5043	291	11	-	-	SYM
cana-5043	291	12	206	206	NUM
cana-5043	291	13	.	.	PUNCT
cana-5043	292	1	[	[	X
cana-5043	292	2	30	30	NUM
cana-5043	292	3	]	]	X
cana-5043	292	4	grewal	grewal	PROPN
cana-5043	292	5	,	,	PUNCT
cana-5043	292	6	d.	d.	PROPN
cana-5043	292	7	,	,	PUNCT
cana-5043	292	8	roggeveen	roggeveen	PROPN
cana-5043	292	9	,	,	PUNCT
cana-5043	292	10	a.	a.	PROPN
cana-5043	292	11	l.	l.	PROPN
cana-5043	292	12	,	,	PUNCT
cana-5043	292	13	&	&	CCONJ
cana-5043	292	14	nordfält	nordfält	PROPN
cana-5043	292	15	,	,	PUNCT
cana-5043	292	16	j.	j.	PROPN
cana-5043	292	17	(	(	PUNCT
cana-5043	292	18	2015	2015	NUM
cana-5043	292	19	)	)	PUNCT
cana-5043	292	20	.	.	PUNCT
cana-5043	293	1	the	the	DET
cana-5043	293	2	future	future	NOUN
cana-5043	293	3	of	of	ADP
cana-5043	293	4	retailing	retailing	NOUN
cana-5043	293	5	.	.	PUNCT
cana-5043	294	1	journal	journal	PROPN
cana-5043	294	2	of	of	ADP
cana-5043	294	3	retailing	retailing	NOUN
cana-5043	294	4	,	,	PUNCT
cana-5043	294	5	91(2	91(2	NUM
cana-5043	294	6	)	)	PUNCT
cana-5043	294	7	,	,	PUNCT
cana-5043	294	8	1	1	NUM
cana-5043	294	9	-	-	SYM
cana-5043	294	10	10	10	NUM
cana-5043	294	11	.	.	PUNCT
cana-5043	295	1	[	[	X
cana-5043	295	2	31	31	NUM
cana-5043	295	3	]	]	X
cana-5043	295	4	chen	chen	PROPN
cana-5043	295	5	,	,	PUNCT
cana-5043	295	6	y.	y.	PROPN
cana-5043	295	7	,	,	PUNCT
cana-5043	295	8	liu	liu	PROPN
cana-5043	295	9	,	,	PUNCT
cana-5043	295	10	y.	y.	PROPN
cana-5043	295	11	,	,	PUNCT
cana-5043	295	12	&	&	CCONJ
cana-5043	295	13	zhang	zhang	PROPN
cana-5043	295	14	,	,	PUNCT
cana-5043	295	15	x.	x.	PROPN
cana-5043	295	16	(	(	PUNCT
cana-5043	295	17	2016	2016	NUM
cana-5043	295	18	)	)	PUNCT
cana-5043	295	19	.	.	PUNCT
cana-5043	296	1	social	social	ADJ
cana-5043	296	2	commerce	commerce	PROPN
cana-5043	296	3	and	and	CCONJ
cana-5043	296	4	its	its	PRON
cana-5043	296	5	impact	impact	NOUN
cana-5043	296	6	on	on	ADP
cana-5043	296	7	consumer	consumer	NOUN
cana-5043	296	8	purchasing	purchasing	NOUN
cana-5043	296	9	decisions	decision	NOUN
cana-5043	296	10	.	.	PUNCT
cana-5043	297	1	journal	journal	NOUN
cana-5043	297	2	of	of	ADP
cana-5043	297	3	marketing	marketing	NOUN
cana-5043	297	4	research	research	NOUN
cana-5043	297	5	,	,	PUNCT
cana-5043	297	6	53(2	53(2	NUM
cana-5043	297	7	)	)	PUNCT
cana-5043	297	8	,	,	PUNCT
cana-5043	297	9	100	100	NUM
cana-5043	297	10	-	-	SYM
cana-5043	297	11	115	115	NUM
cana-5043	297	12	.	.	PUNCT
cana-5043	298	1	[	[	X
cana-5043	298	2	32	32	NUM
cana-5043	298	3	]	]	X
cana-5043	298	4	wang	wang	PROPN
cana-5043	298	5	,	,	PUNCT
cana-5043	298	6	z.	z.	PROPN
cana-5043	298	7	,	,	PUNCT
cana-5043	298	8	liu	liu	PROPN
cana-5043	298	9	,	,	PUNCT
cana-5043	298	10	x.	x.	PROPN
cana-5043	298	11	,	,	PUNCT
cana-5043	298	12	&	&	CCONJ
cana-5043	298	13	zhang	zhang	PROPN
cana-5043	298	14	,	,	PUNCT
cana-5043	298	15	m.	m.	NOUN
cana-5043	298	16	(	(	PUNCT
cana-5043	298	17	2018	2018	NUM
cana-5043	298	18	)	)	PUNCT
cana-5043	298	19	.	.	PUNCT
cana-5043	299	1	the	the	DET
cana-5043	299	2	impact	impact	NOUN
cana-5043	299	3	of	of	ADP
cana-5043	299	4	financial	financial	ADJ
cana-5043	299	5	fraud	fraud	NOUN
cana-5043	299	6	on	on	ADP
cana-5043	299	7	consumer	consumer	NOUN
cana-5043	299	8	trust	trust	NOUN
cana-5043	299	9	in	in	ADP
cana-5043	299	10	social	social	ADJ
cana-5043	299	11	commerce	commerce	NOUN
cana-5043	299	12	platforms	platform	NOUN
cana-5043	299	13	.	.	PUNCT
cana-5043	300	1	journal	journal	NOUN
cana-5043	300	2	of	of	ADP
cana-5043	300	3	electronic	electronic	ADJ
cana-5043	300	4	commerce	commerce	NOUN
cana-5043	300	5	research	research	NOUN
cana-5043	300	6	,	,	PUNCT
cana-5043	300	7	19(4	19(4	PROPN
cana-5043	300	8	)	)	PUNCT
cana-5043	300	9	,	,	PUNCT
cana-5043	300	10	56	56	NUM
cana-5043	300	11	-	-	SYM
cana-5043	300	12	70	70	NUM
cana-5043	300	13	.	.	PUNCT
cana-5043	301	1	[	[	X
cana-5043	301	2	33	33	NUM
cana-5043	301	3	]	]	X
cana-5043	301	4	liu	liu	PROPN
cana-5043	301	5	,	,	PUNCT
cana-5043	301	6	l.	l.	PROPN
cana-5043	301	7	,	,	PUNCT
cana-5043	301	8	wang	wang	PROPN
cana-5043	301	9	,	,	PUNCT
cana-5043	301	10	y.	y.	PROPN
cana-5043	301	11	,	,	PUNCT
cana-5043	301	12	&	&	CCONJ
cana-5043	301	13	chen	chen	PROPN
cana-5043	301	14	,	,	PUNCT
cana-5043	301	15	w.	w.	PROPN
cana-5043	301	16	(	(	PUNCT
cana-5043	301	17	2019	2019	NUM
cana-5043	301	18	)	)	PUNCT
cana-5043	301	19	.	.	PUNCT
cana-5043	302	1	understanding	understand	VERB
cana-5043	302	2	the	the	DET
cana-5043	302	3	risks	risk	NOUN
cana-5043	302	4	of	of	ADP
cana-5043	302	5	online	online	ADJ
cana-5043	302	6	fraud	fraud	NOUN
cana-5043	302	7	in	in	ADP
cana-5043	302	8	social	social	ADJ
cana-5043	302	9	commerce	commerce	NOUN
cana-5043	302	10	:	:	PUNCT
cana-5043	302	11	a	a	DET
cana-5043	302	12	systematic	systematic	ADJ
cana-5043	302	13	review	review	NOUN
cana-5043	302	14	.	.	PUNCT
cana-5043	303	1	cybersecurity	cybersecurity	NOUN
cana-5043	303	2	,	,	PUNCT
cana-5043	303	3	5(1	5(1	NUM
cana-5043	303	4	)	)	PUNCT
cana-5043	303	5	,	,	PUNCT
cana-5043	303	6	1	1	NUM
cana-5043	303	7	-	-	SYM
cana-5043	303	8	14	14	NUM
cana-5043	303	9	.	.	PUNCT