id	sid	tid	token	lemma	pos
easat-5087	1	1	edelweiss	edelweiss	PROPN
easat-5087	1	2	applied	apply	VERB
easat-5087	1	3	science	science	NOUN
easat-5087	1	4	and	and	CCONJ
easat-5087	1	5	technology	technology	NOUN
easat-5087	1	6	issn	issn	PROPN
easat-5087	1	7	:	:	PUNCT
easat-5087	1	8	2576	2576	NUM
easat-5087	1	9	-	-	SYM
easat-5087	1	10	8484	8484	NUM
easat-5087	1	11	vol	vol	NOUN
easat-5087	1	12	.	.	PROPN
easat-5087	2	1	9	9	NUM
easat-5087	2	2	,	,	PUNCT
easat-5087	2	3	no	no	INTJ
easat-5087	2	4	.	.	NOUN
easat-5087	2	5	2	2	NUM
easat-5087	2	6	,	,	PUNCT
easat-5087	2	7	2341	2341	NUM
easat-5087	2	8	-	-	SYM
easat-5087	2	9	2352	2352	NUM
easat-5087	2	10	2025	2025	NUM
easat-5087	2	11	publisher	publisher	NOUN
easat-5087	2	12	:	:	PUNCT
easat-5087	2	13	learning	learn	VERB
easat-5087	2	14	gate	gate	NOUN
easat-5087	2	15	doi	doi	PROPN
easat-5087	2	16	:	:	PUNCT
easat-5087	2	17	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	2	18	©	©	PROPN
easat-5087	2	19	2025	2025	NUM
easat-5087	2	20	by	by	ADP
easat-5087	2	21	the	the	DET
easat-5087	2	22	authors	author	NOUN
easat-5087	2	23	;	;	PUNCT
easat-5087	2	24	licensee	licensee	PROPN
easat-5087	2	25	learning	learning	NOUN
easat-5087	2	26	gate	gate	NOUN
easat-5087	3	1	©	©	PROPN
easat-5087	3	2	2025	2025	NUM
easat-5087	3	3	by	by	ADP
easat-5087	3	4	the	the	DET
easat-5087	3	5	authors	author	NOUN
easat-5087	3	6	;	;	PUNCT
easat-5087	3	7	licensee	licensee	PROPN
easat-5087	3	8	learning	learning	NOUN
easat-5087	3	9	gate	gate	NOUN
easat-5087	3	10	history	history	NOUN
easat-5087	3	11	:	:	PUNCT
easat-5087	3	12	received	receive	VERB
easat-5087	3	13	:	:	PUNCT
easat-5087	3	14	31	31	NUM
easat-5087	3	15	december	december	PROPN
easat-5087	3	16	2024	2024	NUM
easat-5087	3	17	;	;	PUNCT
easat-5087	3	18	revised	revise	VERB
easat-5087	3	19	:	:	PUNCT
easat-5087	3	20	24	24	NUM
easat-5087	3	21	january	january	PROPN
easat-5087	3	22	2025	2025	NUM
easat-5087	3	23	;	;	PUNCT
easat-5087	3	24	accepted	accept	VERB
easat-5087	3	25	:	:	PUNCT
easat-5087	3	26	17	17	NUM
easat-5087	3	27	february	february	NOUN
easat-5087	3	28	2025	2025	NUM
easat-5087	3	29	;	;	PUNCT
easat-5087	3	30	published	publish	VERB
easat-5087	3	31	:	:	PUNCT
easat-5087	3	32	28	28	NUM
easat-5087	3	33	february	february	NOUN
easat-5087	3	34	2025	2025	NUM
easat-5087	3	35	*	*	PUNCT
easat-5087	3	36	correspondence	correspondence	NOUN
easat-5087	3	37	:	:	PUNCT
easat-5087	3	38	cmr19980511@163.com	cmr19980511@163.com	X
easat-5087	3	39	analysis	analysis	NOUN
easat-5087	3	40	of	of	ADP
easat-5087	3	41	managing	manage	VERB
easat-5087	3	42	cyberviolence	cyberviolence	NOUN
easat-5087	3	43	based	base	VERB
easat-5087	3	44	on	on	ADP
easat-5087	3	45	artificial	artificial	ADJ
easat-5087	3	46	intelligence	intelligence	NOUN
easat-5087	3	47	technology	technology	NOUN
easat-5087	3	48	chen	chen	PROPN
easat-5087	3	49	mengru1	mengru1	PROPN
easat-5087	3	50	*	*	PROPN
easat-5087	3	51	,	,	PUNCT
easat-5087	3	52	mohamad	mohamad	PROPN
easat-5087	3	53	rizal	rizal	PROPN
easat-5087	3	54	abd	abd	PROPN
easat-5087	3	55	rahman2	rahman2	PROPN
easat-5087	3	56	,	,	PUNCT
easat-5087	3	57	mohd	mohd	PROPN
easat-5087	3	58	zamre	zamre	PROPN
easat-5087	3	59	mohd	mohd	PROPN
easat-5087	3	60	zahir3	zahir3	PROPN
easat-5087	3	61	1,2,3faculty	1,2,3faculty	NUM
easat-5087	3	62	of	of	ADP
easat-5087	3	63	law，universiti	law，universiti	PROPN
easat-5087	3	64	kebangsaan	kebangsaan	PROPN
easat-5087	3	65	malaysia	malaysia	PROPN
easat-5087	3	66	(	(	PUNCT
easat-5087	3	67	ukm	ukm	PROPN
easat-5087	3	68	)	)	PUNCT
easat-5087	3	69	,	,	PUNCT
easat-5087	3	70	malaysia,43600	malaysia,43600	PROPN
easat-5087	3	71	;	;	PUNCT
easat-5087	3	72	cmr19980511@163.com	cmr19980511@163.com	X
easat-5087	3	73	(	(	PUNCT
easat-5087	3	74	m.c	m.c	PROPN
easat-5087	3	75	.	.	PROPN
easat-5087	3	76	)	)	PUNCT
easat-5087	3	77	noryn@ukm.edu.my	noryn@ukm.edu.my	NOUN
easat-5087	3	78	(	(	PUNCT
easat-5087	3	79	m.r.a.r	m.r.a.r	PROPN
easat-5087	3	80	.	.	PROPN
easat-5087	3	81	)	)	PUNCT
easat-5087	3	82	zamre@ukm.edu.my	zamre@ukm.edu.my	NOUN
easat-5087	3	83	(	(	PUNCT
easat-5087	3	84	m.z.b.m.z	m.z.b.m.z	NOUN
easat-5087	3	85	.	.	PUNCT
easat-5087	3	86	)	)	PUNCT
easat-5087	4	1	abstract	abstract	NOUN
easat-5087	4	2	:	:	PUNCT
easat-5087	4	3	this	this	DET
easat-5087	4	4	study	study	NOUN
easat-5087	4	5	evaluates	evaluate	VERB
easat-5087	4	6	the	the	DET
easat-5087	4	7	efficacy	efficacy	NOUN
easat-5087	4	8	of	of	ADP
easat-5087	4	9	ai	ai	ADJ
easat-5087	4	10	-	-	PUNCT
easat-5087	4	11	driven	drive	VERB
easat-5087	4	12	methodologies	methodology	NOUN
easat-5087	4	13	in	in	ADP
easat-5087	4	14	detecting	detect	VERB
easat-5087	4	15	and	and	CCONJ
easat-5087	4	16	managing	manage	VERB
easat-5087	4	17	cyberviolence	cyberviolence	NOUN
easat-5087	4	18	on	on	ADP
easat-5087	4	19	social	social	ADJ
easat-5087	4	20	media	medium	NOUN
easat-5087	4	21	,	,	PUNCT
easat-5087	4	22	with	with	ADP
easat-5087	4	23	a	a	DET
easat-5087	4	24	particular	particular	ADJ
easat-5087	4	25	focus	focus	NOUN
easat-5087	4	26	on	on	ADP
easat-5087	4	27	compliance	compliance	NOUN
easat-5087	4	28	with	with	ADP
easat-5087	4	29	the	the	DET
easat-5087	4	30	general	general	ADJ
easat-5087	4	31	data	data	PROPN
easat-5087	4	32	protection	protection	NOUN
easat-5087	4	33	regulation	regulation	NOUN
easat-5087	4	34	(	(	PUNCT
easat-5087	4	35	gdpr	gdpr	NOUN
easat-5087	4	36	)	)	PUNCT
easat-5087	4	37	.	.	PUNCT
easat-5087	5	1	it	it	PRON
easat-5087	5	2	also	also	ADV
easat-5087	5	3	addresses	address	VERB
easat-5087	5	4	the	the	DET
easat-5087	5	5	compliance	compliance	NOUN
easat-5087	5	6	of	of	ADP
easat-5087	5	7	ai	ai	PROPN
easat-5087	5	8	cyberviolence	cyberviolence	NOUN
easat-5087	5	9	detection	detection	NOUN
easat-5087	5	10	tools	tool	NOUN
easat-5087	5	11	with	with	ADP
easat-5087	5	12	international	international	ADJ
easat-5087	5	13	legal	legal	ADJ
easat-5087	5	14	frameworks	framework	NOUN
easat-5087	5	15	like	like	ADP
easat-5087	5	16	the	the	DET
easat-5087	5	17	gdpr	gdpr	NOUN
easat-5087	5	18	,	,	PUNCT
easat-5087	5	19	underscoring	underscore	VERB
easat-5087	5	20	the	the	DET
easat-5087	5	21	balance	balance	NOUN
easat-5087	5	22	between	between	ADP
easat-5087	5	23	effective	effective	ADJ
easat-5087	5	24	enforcement	enforcement	NOUN
easat-5087	5	25	and	and	CCONJ
easat-5087	5	26	respect	respect	NOUN
easat-5087	5	27	for	for	ADP
easat-5087	5	28	user	user	NOUN
easat-5087	5	29	privacy	privacy	NOUN
easat-5087	5	30	.	.	PUNCT
easat-5087	6	1	we	we	PRON
easat-5087	6	2	developed	develop	VERB
easat-5087	6	3	a	a	DET
easat-5087	6	4	multi	multi	ADJ
easat-5087	6	5	-	-	ADJ
easat-5087	6	6	modal	modal	ADJ
easat-5087	6	7	hierarchical	hierarchical	ADJ
easat-5087	6	8	model	model	NOUN
easat-5087	6	9	that	that	PRON
easat-5087	6	10	integrates	integrate	VERB
easat-5087	6	11	textual	textual	ADJ
easat-5087	6	12	,	,	PUNCT
easat-5087	6	13	user	user	NOUN
easat-5087	6	14	,	,	PUNCT
easat-5087	6	15	and	and	CCONJ
easat-5087	6	16	network	network	NOUN
easat-5087	6	17	-	-	PUNCT
easat-5087	6	18	based	base	VERB
easat-5087	6	19	features	feature	NOUN
easat-5087	6	20	to	to	PART
easat-5087	6	21	discern	discern	VERB
easat-5087	6	22	patterns	pattern	NOUN
easat-5087	6	23	of	of	ADP
easat-5087	6	24	cyberviolence	cyberviolence	NOUN
easat-5087	6	25	.	.	PUNCT
easat-5087	7	1	the	the	DET
easat-5087	7	2	model	model	NOUN
easat-5087	7	3	achieved	achieve	VERB
easat-5087	7	4	an	an	DET
easat-5087	7	5	aucroc	aucroc	NOUN
easat-5087	7	6	score	score	NOUN
easat-5087	7	7	of	of	ADP
easat-5087	7	8	0.94	0.94	NUM
easat-5087	7	9	and	and	CCONJ
easat-5087	7	10	an	an	DET
easat-5087	7	11	f1	f1	NOUN
easat-5087	7	12	-	-	PUNCT
easat-5087	7	13	score	score	NOUN
easat-5087	7	14	of	of	ADP
easat-5087	7	15	0.90	0.90	NUM
easat-5087	7	16	,	,	PUNCT
easat-5087	7	17	surpassing	surpass	VERB
easat-5087	7	18	previous	previous	ADJ
easat-5087	7	19	methods	method	NOUN
easat-5087	7	20	.	.	PUNCT
easat-5087	8	1	analysis	analysis	NOUN
easat-5087	8	2	of	of	ADP
easat-5087	8	3	10,234,567	10,234,567	NUM
easat-5087	8	4	social	social	ADJ
easat-5087	8	5	media	medium	NOUN
easat-5087	8	6	posts	post	NOUN
easat-5087	8	7	revealed	reveal	VERB
easat-5087	8	8	a	a	DET
easat-5087	8	9	cyberviolence	cyberviolence	NOUN
easat-5087	8	10	prevalence	prevalence	NOUN
easat-5087	8	11	rate	rate	NOUN
easat-5087	8	12	of	of	ADP
easat-5087	8	13	7.8	7.8	NUM
easat-5087	8	14	%	%	NOUN
easat-5087	8	15	,	,	PUNCT
easat-5087	8	16	with	with	ADP
easat-5087	8	17	notable	notable	ADJ
easat-5087	8	18	variations	variation	NOUN
easat-5087	8	19	across	across	ADP
easat-5087	8	20	platforms	platform	NOUN
easat-5087	8	21	and	and	CCONJ
easat-5087	8	22	user	user	NOUN
easat-5087	8	23	demographics	demographic	NOUN
easat-5087	8	24	.	.	PUNCT
easat-5087	9	1	platforms	platform	NOUN
easat-5087	9	2	permitting	permit	VERB
easat-5087	9	3	anonymous	anonymous	ADJ
easat-5087	9	4	posts	post	NOUN
easat-5087	9	5	exhibited	exhibit	VERB
easat-5087	9	6	higher	high	ADJ
easat-5087	9	7	cyberviolence	cyberviolence	NOUN
easat-5087	9	8	rates	rate	NOUN
easat-5087	9	9	(	(	PUNCT
easat-5087	9	10	12.3	12.3	NUM
easat-5087	9	11	%	%	NOUN
easat-5087	9	12	)	)	PUNCT
easat-5087	9	13	compared	compare	VERB
easat-5087	9	14	to	to	ADP
easat-5087	9	15	those	those	PRON
easat-5087	9	16	requiring	require	VERB
easat-5087	9	17	user	user	NOUN
easat-5087	9	18	identification	identification	NOUN
easat-5087	9	19	(	(	PUNCT
easat-5087	9	20	5.6	5.6	NUM
easat-5087	9	21	%	%	NOUN
easat-5087	9	22	)	)	PUNCT
easat-5087	9	23	.	.	PUNCT
easat-5087	10	1	temporal	temporal	ADJ
easat-5087	10	2	analysis	analysis	NOUN
easat-5087	10	3	highlighted	highlight	VERB
easat-5087	10	4	peak	peak	NOUN
easat-5087	10	5	cyberviolence	cyberviolence	NOUN
easat-5087	10	6	activities	activity	NOUN
easat-5087	10	7	during	during	ADP
easat-5087	10	8	evening	evening	NOUN
easat-5087	10	9	hours	hour	NOUN
easat-5087	10	10	and	and	CCONJ
easat-5087	10	11	weekends	weekend	NOUN
easat-5087	10	12	.	.	PUNCT
easat-5087	11	1	evaluation	evaluation	NOUN
easat-5087	11	2	of	of	ADP
easat-5087	11	3	intervention	intervention	NOUN
easat-5087	11	4	strategies	strategy	NOUN
easat-5087	11	5	indicated	indicate	VERB
easat-5087	11	6	that	that	SCONJ
easat-5087	11	7	personalized	personalize	VERB
easat-5087	11	8	educational	educational	ADJ
easat-5087	11	9	prompts	prompt	NOUN
easat-5087	11	10	significantly	significantly	ADV
easat-5087	11	11	reduced	reduce	VERB
easat-5087	11	12	repeat	repeat	NOUN
easat-5087	11	13	offenses	offense	NOUN
easat-5087	11	14	by	by	ADP
easat-5087	11	15	47	47	NUM
easat-5087	11	16	%	%	NOUN
easat-5087	11	17	among	among	ADP
easat-5087	11	18	first	first	ADJ
easat-5087	11	19	-	-	PUNCT
easat-5087	11	20	time	time	NOUN
easat-5087	11	21	aggressors	aggressor	NOUN
easat-5087	11	22	.	.	PUNCT
easat-5087	12	1	age	age	NOUN
easat-5087	12	2	-	-	PUNCT
easat-5087	12	3	specific	specific	ADJ
easat-5087	12	4	responses	response	NOUN
easat-5087	12	5	to	to	ADP
easat-5087	12	6	interventions	intervention	NOUN
easat-5087	12	7	were	be	AUX
easat-5087	12	8	noted	note	VERB
easat-5087	12	9	,	,	PUNCT
easat-5087	12	10	with	with	ADP
easat-5087	12	11	younger	young	ADJ
easat-5087	12	12	users	user	NOUN
easat-5087	12	13	(	(	PUNCT
easat-5087	12	14	13	13	NUM
easat-5087	12	15	-	-	SYM
easat-5087	12	16	17	17	NUM
easat-5087	12	17	)	)	PUNCT
easat-5087	12	18	exhibiting	exhibit	VERB
easat-5087	12	19	a	a	DET
easat-5087	12	20	52	52	NUM
easat-5087	12	21	%	%	NOUN
easat-5087	12	22	reduction	reduction	NOUN
easat-5087	12	23	in	in	ADP
easat-5087	12	24	repeat	repeat	NOUN
easat-5087	12	25	offenses	offense	NOUN
easat-5087	12	26	,	,	PUNCT
easat-5087	12	27	compared	compare	VERB
easat-5087	12	28	to	to	ADP
easat-5087	12	29	a	a	DET
easat-5087	12	30	29	29	NUM
easat-5087	12	31	%	%	NOUN
easat-5087	12	32	reduction	reduction	NOUN
easat-5087	12	33	among	among	ADP
easat-5087	12	34	adult	adult	NOUN
easat-5087	12	35	users	user	NOUN
easat-5087	12	36	.	.	PUNCT
easat-5087	13	1	these	these	DET
easat-5087	13	2	findings	finding	NOUN
easat-5087	13	3	emphasize	emphasize	VERB
easat-5087	13	4	the	the	DET
easat-5087	13	5	potential	potential	NOUN
easat-5087	13	6	of	of	ADP
easat-5087	13	7	ai	ai	VERB
easat-5087	13	8	to	to	PART
easat-5087	13	9	foster	foster	VERB
easat-5087	13	10	safer	safe	ADJ
easat-5087	13	11	online	online	ADJ
easat-5087	13	12	environments	environment	NOUN
easat-5087	13	13	and	and	CCONJ
easat-5087	13	14	highlight	highlight	VERB
easat-5087	13	15	the	the	DET
easat-5087	13	16	necessity	necessity	NOUN
easat-5087	13	17	for	for	ADP
easat-5087	13	18	context	context	NOUN
easat-5087	13	19	-	-	PUNCT
easat-5087	13	20	aware	aware	ADJ
easat-5087	13	21	,	,	PUNCT
easat-5087	13	22	personalized	personalized	ADJ
easat-5087	13	23	interventions	intervention	NOUN
easat-5087	13	24	.	.	PUNCT
easat-5087	14	1	this	this	DET
easat-5087	14	2	paper	paper	NOUN
easat-5087	14	3	also	also	ADV
easat-5087	14	4	discusses	discuss	VERB
easat-5087	14	5	the	the	DET
easat-5087	14	6	effective	effective	ADJ
easat-5087	14	7	suppression	suppression	NOUN
easat-5087	14	8	of	of	ADP
easat-5087	14	9	cyberviolence	cyberviolence	NOUN
easat-5087	14	10	,	,	PUNCT
easat-5087	14	11	in	in	ADP
easat-5087	14	12	addition	addition	NOUN
easat-5087	14	13	to	to	ADP
easat-5087	14	14	technical	technical	ADJ
easat-5087	14	15	means	mean	NOUN
easat-5087	14	16	,	,	PUNCT
easat-5087	14	17	but	but	CCONJ
easat-5087	14	18	also	also	ADV
easat-5087	14	19	the	the	DET
easat-5087	14	20	participation	participation	NOUN
easat-5087	14	21	of	of	ADP
easat-5087	14	22	law	law	NOUN
easat-5087	14	23	.	.	PUNCT
easat-5087	15	1	it	it	PRON
easat-5087	15	2	advocates	advocate	VERB
easat-5087	15	3	for	for	ADP
easat-5087	15	4	improving	improve	VERB
easat-5087	15	5	relevant	relevant	ADJ
easat-5087	15	6	laws	law	NOUN
easat-5087	15	7	and	and	CCONJ
easat-5087	15	8	policies	policy	NOUN
easat-5087	15	9	and	and	CCONJ
easat-5087	15	10	strengthening	strengthen	VERB
easat-5087	15	11	the	the	DET
easat-5087	15	12	standardization	standardization	NOUN
easat-5087	15	13	and	and	CCONJ
easat-5087	15	14	legitimacy	legitimacy	NOUN
easat-5087	15	15	of	of	ADP
easat-5087	15	16	cyberviolence	cyberviolence	NOUN
easat-5087	15	17	governance	governance	NOUN
easat-5087	15	18	.	.	PUNCT
easat-5087	16	1	keywords	keyword	NOUN
easat-5087	16	2	:	:	PUNCT
easat-5087	16	3	artificial	artificial	ADJ
easat-5087	16	4	intelligence	intelligence	NOUN
easat-5087	16	5	,	,	PUNCT
easat-5087	16	6	cyberviolence	cyberviolence	NOUN
easat-5087	16	7	,	,	PUNCT
easat-5087	16	8	intervention	intervention	NOUN
easat-5087	16	9	strategies	strategy	NOUN
easat-5087	16	10	,	,	PUNCT
easat-5087	16	11	legal	legal	ADJ
easat-5087	16	12	governance	governance	NOUN
easat-5087	16	13	,	,	PUNCT
easat-5087	16	14	multi	multi	ADJ
easat-5087	16	15	-	-	ADJ
easat-5087	16	16	modal	modal	ADJ
easat-5087	16	17	analysis	analysis	NOUN
easat-5087	16	18	,	,	PUNCT
easat-5087	16	19	network	network	NOUN
easat-5087	16	20	safety	safety	NOUN
easat-5087	16	21	,	,	PUNCT
easat-5087	16	22	pattern	pattern	NOUN
easat-5087	16	23	recognition	recognition	NOUN
easat-5087	16	24	.	.	PUNCT
easat-5087	17	1	1	1	X
easat-5087	17	2	.	.	X
easat-5087	17	3	introduction	introduction	NOUN
easat-5087	17	4	in	in	ADP
easat-5087	17	5	the	the	DET
easat-5087	17	6	digital	digital	ADJ
easat-5087	17	7	age	age	NOUN
easat-5087	17	8	,	,	PUNCT
easat-5087	17	9	social	social	ADJ
easat-5087	17	10	media	medium	NOUN
easat-5087	17	11	platforms	platform	NOUN
easat-5087	17	12	are	be	AUX
easat-5087	17	13	pivotal	pivotal	ADJ
easat-5087	17	14	to	to	ADP
easat-5087	17	15	human	human	ADJ
easat-5087	17	16	interaction	interaction	NOUN
easat-5087	17	17	,	,	PUNCT
easat-5087	17	18	enabling	enable	VERB
easat-5087	17	19	unparalleled	unparalleled	ADJ
easat-5087	17	20	connectivity	connectivity	NOUN
easat-5087	17	21	and	and	CCONJ
easat-5087	17	22	information	information	NOUN
easat-5087	17	23	exchange	exchange	NOUN
easat-5087	17	24	[	[	X
easat-5087	17	25	1	1	NUM
easat-5087	17	26	]	]	PUNCT
easat-5087	17	27	.	.	PUNCT
easat-5087	18	1	however	however	ADV
easat-5087	18	2	,	,	PUNCT
easat-5087	18	3	this	this	DET
easat-5087	18	4	digital	digital	ADJ
easat-5087	18	5	revolution	revolution	NOUN
easat-5087	18	6	has	have	AUX
easat-5087	18	7	also	also	ADV
easat-5087	18	8	brought	bring	VERB
easat-5087	18	9	complex	complex	ADJ
easat-5087	18	10	social	social	ADJ
easat-5087	18	11	challenges	challenge	NOUN
easat-5087	18	12	,	,	PUNCT
easat-5087	18	13	especially	especially	ADV
easat-5087	18	14	cyberviolence	cyberviolence	NOUN
easat-5087	19	1	[	[	X
easat-5087	19	2	2	2	NUM
easat-5087	19	3	]	]	PUNCT
easat-5087	19	4	.	.	PUNCT
easat-5087	20	1	cyberviolence	cyberviolence	NOUN
easat-5087	20	2	refers	refer	VERB
easat-5087	20	3	to	to	ADP
easat-5087	20	4	the	the	DET
easat-5087	20	5	network	network	NOUN
easat-5087	20	6	infringement	infringement	NOUN
easat-5087	20	7	by	by	ADP
easat-5087	20	8	network	network	NOUN
easat-5087	20	9	users	user	NOUN
easat-5087	20	10	through	through	ADP
easat-5087	20	11	the	the	DET
easat-5087	20	12	internet	internet	NOUN
easat-5087	20	13	to	to	PART
easat-5087	20	14	violate	violate	VERB
easat-5087	20	15	the	the	DET
easat-5087	20	16	victim	victim	NOUN
easat-5087	20	17	's	's	PART
easat-5087	20	18	right	right	NOUN
easat-5087	20	19	of	of	ADP
easat-5087	20	20	reputation	reputation	NOUN
easat-5087	20	21	,	,	PUNCT
easat-5087	20	22	privacy	privacy	NOUN
easat-5087	20	23	and	and	CCONJ
easat-5087	20	24	other	other	ADJ
easat-5087	20	25	rights	right	NOUN
easat-5087	20	26	,	,	PUNCT
easat-5087	20	27	causing	cause	VERB
easat-5087	20	28	property	property	NOUN
easat-5087	20	29	losses	loss	NOUN
easat-5087	20	30	and	and	CCONJ
easat-5087	20	31	personal	personal	ADJ
easat-5087	20	32	losses	loss	NOUN
easat-5087	20	33	to	to	ADP
easat-5087	20	34	the	the	DET
easat-5087	20	35	victim	victim	NOUN
easat-5087	20	36	,	,	PUNCT
easat-5087	20	37	is	be	AUX
easat-5087	20	38	an	an	DET
easat-5087	20	39	extension	extension	NOUN
easat-5087	20	40	of	of	ADP
easat-5087	20	41	real	real	ADJ
easat-5087	20	42	life	life	NOUN
easat-5087	20	43	"	"	PUNCT
easat-5087	20	44	violence	violence	NOUN
easat-5087	20	45	"	"	PUNCT
easat-5087	20	46	behavior	behavior	NOUN
easat-5087	20	47	on	on	ADP
easat-5087	20	48	the	the	DET
easat-5087	20	49	internet	internet	NOUN
easat-5087	20	50	.	.	PUNCT
easat-5087	21	1	as	as	SCONJ
easat-5087	21	2	ai	ai	PROPN
easat-5087	21	3	technologies	technology	NOUN
easat-5087	21	4	come	come	VERB
easat-5087	21	5	to	to	ADP
easat-5087	21	6	the	the	DET
easat-5087	21	7	forefront	forefront	NOUN
easat-5087	21	8	,	,	PUNCT
easat-5087	21	9	the	the	DET
easat-5087	21	10	legal	legal	ADJ
easat-5087	21	11	landscape	landscape	NOUN
easat-5087	21	12	,	,	PUNCT
easat-5087	21	13	including	include	VERB
easat-5087	21	14	regulations	regulation	NOUN
easat-5087	21	15	such	such	ADJ
easat-5087	21	16	as	as	ADP
easat-5087	21	17	the	the	DET
easat-5087	21	18	general	general	ADJ
easat-5087	21	19	data	data	PROPN
easat-5087	21	20	protection	protection	NOUN
easat-5087	21	21	regulation	regulation	NOUN
easat-5087	21	22	(	(	PUNCT
easat-5087	21	23	gdpr	gdpr	NOUN
easat-5087	21	24	)	)	PUNCT
easat-5087	21	25	in	in	ADP
easat-5087	21	26	the	the	DET
easat-5087	21	27	eu	eu	PROPN
easat-5087	21	28	,	,	PUNCT
easat-5087	21	29	is	be	AUX
easat-5087	21	30	also	also	ADV
easat-5087	21	31	evolving	evolve	VERB
easat-5087	21	32	.	.	PUNCT
easat-5087	22	1	these	these	DET
easat-5087	22	2	laws	law	NOUN
easat-5087	22	3	enforce	enforce	VERB
easat-5087	22	4	strict	strict	ADJ
easat-5087	22	5	guidelines	guideline	NOUN
easat-5087	22	6	on	on	ADP
easat-5087	22	7	data	datum	NOUN
easat-5087	22	8	usage	usage	NOUN
easat-5087	22	9	and	and	CCONJ
easat-5087	22	10	user	user	NOUN
easat-5087	22	11	consent	consent	NOUN
easat-5087	22	12	,	,	PUNCT
easat-5087	22	13	which	which	PRON
easat-5087	22	14	are	be	AUX
easat-5087	22	15	critical	critical	ADJ
easat-5087	22	16	for	for	ADP
easat-5087	22	17	the	the	DET
easat-5087	22	18	ethical	ethical	ADJ
easat-5087	22	19	deployment	deployment	NOUN
easat-5087	22	20	of	of	ADP
easat-5087	22	21	ai	ai	PROPN
easat-5087	22	22	systems	system	NOUN
easat-5087	22	23	in	in	ADP
easat-5087	22	24	social	social	ADJ
easat-5087	22	25	media	medium	NOUN
easat-5087	22	26	monitoring	monitoring	NOUN
easat-5087	22	27	.	.	PUNCT
easat-5087	23	1	these	these	DET
easat-5087	23	2	legal	legal	ADJ
easat-5087	23	3	frameworks	framework	NOUN
easat-5087	23	4	are	be	AUX
easat-5087	23	5	critical	critical	ADJ
easat-5087	23	6	to	to	ADP
easat-5087	23	7	the	the	DET
easat-5087	23	8	ethical	ethical	ADJ
easat-5087	23	9	deployment	deployment	NOUN
easat-5087	23	10	of	of	ADP
easat-5087	23	11	ai	ai	PROPN
easat-5087	23	12	systems	system	NOUN
easat-5087	23	13	in	in	ADP
easat-5087	23	14	social	social	ADJ
easat-5087	23	15	media	medium	NOUN
easat-5087	23	16	monitoring	monitoring	NOUN
easat-5087	23	17	.	.	PUNCT
easat-5087	24	1	these	these	DET
easat-5087	24	2	phenomena	phenomenon	NOUN
easat-5087	24	3	pose	pose	VERB
easat-5087	24	4	significant	significant	ADJ
easat-5087	24	5	threats	threat	NOUN
easat-5087	24	6	to	to	PART
easat-5087	24	7	user	user	VERB
easat-5087	24	8	well	well	ADV
easat-5087	24	9	-	-	PUNCT
easat-5087	24	10	being	being	NOUN
easat-5087	24	11	,	,	PUNCT
easat-5087	24	12	particularly	particularly	ADV
easat-5087	24	13	among	among	ADP
easat-5087	24	14	vulnerable	vulnerable	ADJ
easat-5087	24	15	populations	population	NOUN
easat-5087	24	16	such	such	ADJ
easat-5087	24	17	as	as	ADP
easat-5087	24	18	youth	youth	NOUN
easat-5087	24	19	[	[	X
easat-5087	24	20	3	3	NUM
easat-5087	24	21	]	]	PUNCT
easat-5087	24	22	.	.	PUNCT
easat-5087	25	1	as	as	SCONJ
easat-5087	25	2	the	the	DET
easat-5087	25	3	scale	scale	NOUN
easat-5087	25	4	and	and	CCONJ
easat-5087	25	5	complexity	complexity	NOUN
easat-5087	25	6	of	of	ADP
easat-5087	25	7	online	online	ADJ
easat-5087	25	8	interactions	interaction	NOUN
easat-5087	25	9	grow	grow	VERB
easat-5087	25	10	,	,	PUNCT
easat-5087	25	11	traditional	traditional	ADJ
easat-5087	25	12	methods	method	NOUN
easat-5087	25	13	of	of	ADP
easat-5087	25	14	content	content	NOUN
easat-5087	25	15	moderation	moderation	NOUN
easat-5087	25	16	and	and	CCONJ
easat-5087	25	17	user	user	NOUN
easat-5087	25	18	protection	protection	NOUN
easat-5087	25	19	have	have	AUX
easat-5087	25	20	proven	prove	VERB
easat-5087	25	21	2342	2342	NUM
easat-5087	25	22	edelweiss	edelweiss	PROPN
easat-5087	25	23	applied	apply	VERB
easat-5087	25	24	science	science	NOUN
easat-5087	25	25	and	and	CCONJ
easat-5087	25	26	technology	technology	NOUN
easat-5087	25	27	issn	issn	PROPN
easat-5087	25	28	:	:	PUNCT
easat-5087	25	29	2576	2576	NUM
easat-5087	25	30	-	-	SYM
easat-5087	25	31	8484	8484	NUM
easat-5087	25	32	vol	vol	NOUN
easat-5087	25	33	.	.	PROPN
easat-5087	26	1	9	9	NUM
easat-5087	26	2	,	,	PUNCT
easat-5087	26	3	no	no	INTJ
easat-5087	26	4	.	.	NOUN
easat-5087	26	5	2	2	NUM
easat-5087	26	6	:	:	PUNCT
easat-5087	26	7	2341	2341	NUM
easat-5087	26	8	-	-	SYM
easat-5087	26	9	2352	2352	NUM
easat-5087	26	10	,	,	PUNCT
easat-5087	26	11	2025	2025	NUM
easat-5087	26	12	doi	doi	NOUN
easat-5087	26	13	:	:	PUNCT
easat-5087	26	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	26	15	©	©	PROPN
easat-5087	26	16	2025	2025	NUM
easat-5087	26	17	by	by	ADP
easat-5087	26	18	the	the	DET
easat-5087	26	19	authors	author	NOUN
easat-5087	26	20	;	;	PUNCT
easat-5087	26	21	licensee	licensee	PROPN
easat-5087	26	22	learning	learning	NOUN
easat-5087	26	23	gate	gate	NOUN
easat-5087	26	24	inadequate	inadequate	ADJ
easat-5087	26	25	,	,	PUNCT
easat-5087	26	26	necessitating	necessitate	VERB
easat-5087	26	27	innovative	innovative	ADJ
easat-5087	26	28	approaches	approach	NOUN
easat-5087	26	29	to	to	PART
easat-5087	26	30	ensure	ensure	VERB
easat-5087	26	31	online	online	ADJ
easat-5087	26	32	safety	safety	NOUN
easat-5087	26	33	[	[	X
easat-5087	26	34	4	4	NUM
easat-5087	26	35	]	]	PUNCT
easat-5087	26	36	.	.	PUNCT
easat-5087	27	1	the	the	DET
easat-5087	27	2	advent	advent	NOUN
easat-5087	27	3	of	of	ADP
easat-5087	27	4	artificial	artificial	ADJ
easat-5087	27	5	intelligence	intelligence	NOUN
easat-5087	27	6	(	(	PUNCT
easat-5087	27	7	ai	ai	NOUN
easat-5087	27	8	)	)	PUNCT
easat-5087	27	9	and	and	CCONJ
easat-5087	27	10	machine	machine	NOUN
easat-5087	27	11	learning	learning	NOUN
easat-5087	27	12	(	(	PUNCT
easat-5087	27	13	ml	ml	NOUN
easat-5087	27	14	)	)	PUNCT
easat-5087	27	15	technologies	technology	NOUN
easat-5087	27	16	has	have	AUX
easat-5087	27	17	opened	open	VERB
easat-5087	27	18	new	new	ADJ
easat-5087	27	19	avenues	avenue	NOUN
easat-5087	27	20	for	for	ADP
easat-5087	27	21	addressing	address	VERB
easat-5087	27	22	these	these	DET
easat-5087	27	23	challenges	challenge	NOUN
easat-5087	27	24	[	[	X
easat-5087	27	25	5	5	NUM
easat-5087	27	26	]	]	PUNCT
easat-5087	27	27	.	.	PUNCT
easat-5087	28	1	these	these	DET
easat-5087	28	2	technologies	technology	NOUN
easat-5087	28	3	provide	provide	VERB
easat-5087	28	4	real	real	ADJ
easat-5087	28	5	-	-	PUNCT
easat-5087	28	6	time	time	NOUN
easat-5087	28	7	analyses	analysis	NOUN
easat-5087	28	8	of	of	ADP
easat-5087	28	9	large	large	ADJ
easat-5087	28	10	amounts	amount	NOUN
easat-5087	28	11	of	of	ADP
easat-5087	28	12	social	social	ADJ
easat-5087	28	13	media	medium	NOUN
easat-5087	28	14	data	datum	NOUN
easat-5087	28	15	,	,	PUNCT
easat-5087	28	16	which	which	PRON
easat-5087	28	17	can	can	AUX
easat-5087	28	18	be	be	AUX
easat-5087	28	19	used	use	VERB
easat-5087	28	20	to	to	PART
easat-5087	28	21	identify	identify	VERB
easat-5087	28	22	patterns	pattern	NOUN
easat-5087	28	23	of	of	ADP
easat-5087	28	24	cyberviolence	cyberviolence	NOUN
easat-5087	28	25	with	with	ADP
easat-5087	28	26	increasing	increase	VERB
easat-5087	28	27	accuracy	accuracy	NOUN
easat-5087	28	28	and	and	CCONJ
easat-5087	28	29	to	to	PART
easat-5087	28	30	predict	predict	VERB
easat-5087	28	31	the	the	DET
easat-5087	28	32	occurrence	occurrence	NOUN
easat-5087	28	33	of	of	ADP
easat-5087	28	34	cyberviolence	cyberviolence	NOUN
easat-5087	29	1	[	[	X
easat-5087	29	2	6	6	NUM
easat-5087	29	3	]	]	PUNCT
easat-5087	29	4	.	.	PUNCT
easat-5087	30	1	recent	recent	ADJ
easat-5087	30	2	research	research	NOUN
easat-5087	30	3	has	have	AUX
easat-5087	30	4	focused	focus	VERB
easat-5087	30	5	on	on	ADP
easat-5087	30	6	leveraging	leverage	VERB
easat-5087	30	7	advanced	advanced	ADJ
easat-5087	30	8	ml	ml	NOUN
easat-5087	30	9	algorithms	algorithm	NOUN
easat-5087	30	10	,	,	PUNCT
easat-5087	30	11	including	include	VERB
easat-5087	30	12	deep	deep	ADJ
easat-5087	30	13	learning	learning	NOUN
easat-5087	30	14	and	and	CCONJ
easat-5087	30	15	natural	natural	ADJ
easat-5087	30	16	language	language	NOUN
easat-5087	30	17	processing	processing	NOUN
easat-5087	30	18	techniques	technique	NOUN
easat-5087	30	19	,	,	PUNCT
easat-5087	30	20	to	to	PART
easat-5087	30	21	detect	detect	VERB
easat-5087	30	22	and	and	CCONJ
easat-5087	30	23	mitigate	mitigate	VERB
easat-5087	30	24	online	online	ADJ
easat-5087	30	25	aggression	aggression	NOUN
easat-5087	30	26	[	[	X
easat-5087	30	27	7	7	NUM
easat-5087	30	28	]	]	PUNCT
easat-5087	30	29	.	.	PUNCT
easat-5087	31	1	these	these	DET
easat-5087	31	2	efforts	effort	NOUN
easat-5087	31	3	have	have	AUX
easat-5087	31	4	shown	show	VERB
easat-5087	31	5	promising	promising	ADJ
easat-5087	31	6	results	result	NOUN
easat-5087	31	7	in	in	ADP
easat-5087	31	8	early	early	ADJ
easat-5087	31	9	detection	detection	NOUN
easat-5087	31	10	and	and	CCONJ
easat-5087	31	11	classification	classification	NOUN
easat-5087	31	12	of	of	ADP
easat-5087	31	13	cyberviolence	cyberviolence	NOUN
easat-5087	31	14	behaviors	behavior	NOUN
easat-5087	31	15	[	[	X
easat-5087	31	16	8	8	NUM
easat-5087	31	17	]	]	PUNCT
easat-5087	31	18	.	.	PUNCT
easat-5087	32	1	a	a	DET
easat-5087	32	2	critical	critical	ADJ
easat-5087	32	3	aspect	aspect	NOUN
easat-5087	32	4	of	of	ADP
easat-5087	32	5	addressing	address	VERB
easat-5087	32	6	cyberviolence	cyberviolence	NOUN
easat-5087	32	7	through	through	ADP
easat-5087	32	8	ai	ai	PROPN
easat-5087	32	9	is	be	AUX
easat-5087	32	10	the	the	DET
easat-5087	32	11	need	need	NOUN
easat-5087	32	12	for	for	ADP
easat-5087	32	13	human	human	NOUN
easat-5087	32	14	-	-	PUNCT
easat-5087	32	15	centered	center	VERB
easat-5087	32	16	approaches	approach	NOUN
easat-5087	32	17	[	[	X
easat-5087	32	18	9	9	NUM
easat-5087	32	19	]	]	PUNCT
easat-5087	32	20	.	.	PUNCT
easat-5087	33	1	this	this	PRON
easat-5087	33	2	involves	involve	VERB
easat-5087	33	3	not	not	PART
easat-5087	33	4	only	only	ADV
easat-5087	33	5	technical	technical	ADJ
easat-5087	33	6	innovation	innovation	NOUN
easat-5087	33	7	but	but	CCONJ
easat-5087	33	8	also	also	ADV
easat-5087	33	9	a	a	DET
easat-5087	33	10	deep	deep	ADJ
easat-5087	33	11	understanding	understanding	NOUN
easat-5087	33	12	of	of	ADP
easat-5087	33	13	user	user	NOUN
easat-5087	33	14	experiences	experience	NOUN
easat-5087	33	15	,	,	PUNCT
easat-5087	33	16	social	social	ADJ
easat-5087	33	17	contexts	contexts	NOUN
easat-5087	33	18	,	,	PUNCT
easat-5087	33	19	and	and	CCONJ
easat-5087	33	20	the	the	DET
easat-5087	33	21	ethical	ethical	ADJ
easat-5087	33	22	implications	implication	NOUN
easat-5087	33	23	of	of	ADP
easat-5087	33	24	ai	ai	ADJ
easat-5087	33	25	-	-	PUNCT
easat-5087	33	26	driven	drive	VERB
easat-5087	33	27	interventions	intervention	NOUN
easat-5087	33	28	[	[	X
easat-5087	33	29	10	10	NUM
easat-5087	33	30	]	]	PUNCT
easat-5087	33	31	.	.	PUNCT
easat-5087	34	1	collaborative	collaborative	ADJ
easat-5087	34	2	efforts	effort	NOUN
easat-5087	34	3	between	between	ADP
easat-5087	34	4	researchers	researcher	NOUN
easat-5087	34	5	,	,	PUNCT
easat-5087	34	6	platform	platform	NOUN
easat-5087	34	7	developers	developer	NOUN
easat-5087	34	8	,	,	PUNCT
easat-5087	34	9	and	and	CCONJ
easat-5087	34	10	users	user	NOUN
easat-5087	34	11	themselves	themselves	PRON
easat-5087	34	12	have	have	AUX
easat-5087	34	13	emerged	emerge	VERB
easat-5087	34	14	as	as	ADP
easat-5087	34	15	a	a	DET
easat-5087	34	16	valuable	valuable	ADJ
easat-5087	34	17	strategy	strategy	NOUN
easat-5087	34	18	for	for	ADP
easat-5087	34	19	co	co	VERB
easat-5087	34	20	-	-	ADJ
easat-5087	34	21	designing	designing	ADJ
easat-5087	34	22	effective	effective	ADJ
easat-5087	34	23	online	online	ADJ
easat-5087	34	24	safety	safety	NOUN
easat-5087	34	25	measures	measure	NOUN
easat-5087	34	26	[	[	X
easat-5087	34	27	11	11	NUM
easat-5087	34	28	]	]	PUNCT
easat-5087	34	29	.	.	PUNCT
easat-5087	35	1	as	as	SCONJ
easat-5087	35	2	we	we	PRON
easat-5087	35	3	advance	advance	VERB
easat-5087	35	4	in	in	ADP
easat-5087	35	5	this	this	DET
easat-5087	35	6	field	field	NOUN
easat-5087	35	7	,	,	PUNCT
easat-5087	35	8	it	it	PRON
easat-5087	35	9	is	be	AUX
easat-5087	35	10	crucial	crucial	ADJ
easat-5087	35	11	to	to	PART
easat-5087	35	12	consider	consider	VERB
easat-5087	35	13	the	the	DET
easat-5087	35	14	broader	broad	ADJ
easat-5087	35	15	societal	societal	ADJ
easat-5087	35	16	impacts	impact	NOUN
easat-5087	35	17	of	of	ADP
easat-5087	35	18	ai	ai	ADJ
easat-5087	35	19	-	-	PUNCT
easat-5087	35	20	driven	drive	VERB
easat-5087	35	21	cyberviolence	cyberviolence	NOUN
easat-5087	35	22	detection	detection	NOUN
easat-5087	35	23	and	and	CCONJ
easat-5087	35	24	intervention	intervention	NOUN
easat-5087	35	25	systems	system	NOUN
easat-5087	35	26	.	.	PUNCT
easat-5087	36	1	this	this	PRON
easat-5087	36	2	includes	include	VERB
easat-5087	36	3	examining	examine	VERB
easat-5087	36	4	potential	potential	ADJ
easat-5087	36	5	unintended	unintended	ADJ
easat-5087	36	6	consequences	consequence	NOUN
easat-5087	36	7	,	,	PUNCT
easat-5087	36	8	such	such	ADJ
easat-5087	36	9	as	as	ADP
easat-5087	36	10	privacy	privacy	NOUN
easat-5087	36	11	infringements	infringement	NOUN
easat-5087	36	12	or	or	CCONJ
easat-5087	36	13	the	the	DET
easat-5087	36	14	reinforcement	reinforcement	NOUN
easat-5087	36	15	of	of	ADP
easat-5087	36	16	existing	exist	VERB
easat-5087	36	17	biases	bias	NOUN
easat-5087	36	18	[	[	X
easat-5087	36	19	12	12	NUM
easat-5087	36	20	]	]	PUNCT
easat-5087	36	21	.	.	PUNCT
easat-5087	37	1	additionally	additionally	ADV
easat-5087	37	2	,	,	PUNCT
easat-5087	37	3	there	there	PRON
easat-5087	37	4	is	be	VERB
easat-5087	37	5	a	a	DET
easat-5087	37	6	growing	grow	VERB
easat-5087	37	7	recognition	recognition	NOUN
easat-5087	37	8	of	of	ADP
easat-5087	37	9	the	the	DET
easat-5087	37	10	need	need	NOUN
easat-5087	37	11	for	for	ADP
easat-5087	37	12	transparent	transparent	ADJ
easat-5087	37	13	and	and	CCONJ
easat-5087	37	14	interpretable	interpretable	ADJ
easat-5087	37	15	ai	ai	NOUN
easat-5087	37	16	models	model	NOUN
easat-5087	37	17	in	in	ADP
easat-5087	37	18	this	this	DET
easat-5087	37	19	domain	domain	NOUN
easat-5087	37	20	,	,	PUNCT
easat-5087	37	21	allowing	allow	VERB
easat-5087	37	22	for	for	ADP
easat-5087	37	23	greater	great	ADJ
easat-5087	37	24	accountability	accountability	NOUN
easat-5087	37	25	and	and	CCONJ
easat-5087	37	26	user	user	NOUN
easat-5087	37	27	trust	trust	PROPN
easat-5087	37	28	.	.	PUNCT
easat-5087	38	1	this	this	DET
easat-5087	38	2	paper	paper	NOUN
easat-5087	38	3	aims	aim	VERB
easat-5087	38	4	to	to	PART
easat-5087	38	5	contribute	contribute	VERB
easat-5087	38	6	to	to	ADP
easat-5087	38	7	this	this	DET
easat-5087	38	8	rapidly	rapidly	ADV
easat-5087	38	9	evolving	evolve	VERB
easat-5087	38	10	field	field	NOUN
easat-5087	38	11	by	by	ADP
easat-5087	38	12	presenting	present	VERB
easat-5087	38	13	a	a	DET
easat-5087	38	14	comprehensive	comprehensive	ADJ
easat-5087	38	15	analysis	analysis	NOUN
easat-5087	38	16	of	of	ADP
easat-5087	38	17	large	large	ADJ
easat-5087	38	18	-	-	PUNCT
easat-5087	38	19	scale	scale	NOUN
easat-5087	38	20	social	social	ADJ
easat-5087	38	21	media	medium	NOUN
easat-5087	38	22	data	datum	NOUN
easat-5087	38	23	to	to	PART
easat-5087	38	24	identify	identify	VERB
easat-5087	38	25	and	and	CCONJ
easat-5087	38	26	predict	predict	VERB
easat-5087	38	27	cyberviolence	cyberviolence	NOUN
easat-5087	38	28	patterns	pattern	NOUN
easat-5087	38	29	.	.	PUNCT
easat-5087	39	1	by	by	ADP
easat-5087	39	2	leveraging	leverage	VERB
easat-5087	39	3	state	state	NOUN
easat-5087	39	4	-	-	PUNCT
easat-5087	39	5	ofthe	ofthe	NOUN
easat-5087	39	6	-	-	PUNCT
easat-5087	39	7	art	art	NOUN
easat-5087	39	8	ai	ai	NOUN
easat-5087	39	9	techniques	technique	NOUN
easat-5087	39	10	and	and	CCONJ
easat-5087	39	11	adopting	adopt	VERB
easat-5087	39	12	a	a	DET
easat-5087	39	13	human	human	NOUN
easat-5087	39	14	-	-	PUNCT
easat-5087	39	15	centered	center	VERB
easat-5087	39	16	approach	approach	NOUN
easat-5087	39	17	,	,	PUNCT
easat-5087	39	18	we	we	PRON
easat-5087	39	19	seek	seek	VERB
easat-5087	39	20	to	to	PART
easat-5087	39	21	develop	develop	VERB
easat-5087	39	22	more	more	ADV
easat-5087	39	23	effective	effective	ADJ
easat-5087	39	24	,	,	PUNCT
easat-5087	39	25	ethical	ethical	ADJ
easat-5087	39	26	,	,	PUNCT
easat-5087	39	27	and	and	CCONJ
easat-5087	39	28	adaptive	adaptive	ADJ
easat-5087	39	29	strategies	strategy	NOUN
easat-5087	39	30	for	for	ADP
easat-5087	39	31	promoting	promote	VERB
easat-5087	39	32	online	online	ADJ
easat-5087	39	33	safety	safety	NOUN
easat-5087	39	34	.	.	PUNCT
easat-5087	40	1	our	our	PRON
easat-5087	40	2	work	work	NOUN
easat-5087	40	3	not	not	PART
easat-5087	40	4	only	only	ADV
easat-5087	40	5	addresses	address	VERB
easat-5087	40	6	the	the	DET
easat-5087	40	7	technical	technical	ADJ
easat-5087	40	8	challenges	challenge	NOUN
easat-5087	40	9	of	of	ADP
easat-5087	40	10	cyberviolence	cyberviolence	NOUN
easat-5087	40	11	detection	detection	NOUN
easat-5087	40	12	but	but	CCONJ
easat-5087	40	13	also	also	ADV
easat-5087	40	14	considers	consider	VERB
easat-5087	40	15	the	the	DET
easat-5087	40	16	broader	broad	ADJ
easat-5087	40	17	implications	implication	NOUN
easat-5087	40	18	for	for	ADP
easat-5087	40	19	user	user	NOUN
easat-5087	40	20	empowerment	empowerment	NOUN
easat-5087	40	21	,	,	PUNCT
easat-5087	40	22	digital	digital	ADJ
easat-5087	40	23	citizenship	citizenship	NOUN
easat-5087	40	24	,	,	PUNCT
easat-5087	40	25	and	and	CCONJ
easat-5087	40	26	the	the	DET
easat-5087	40	27	future	future	NOUN
easat-5087	40	28	of	of	ADP
easat-5087	40	29	online	online	ADJ
easat-5087	40	30	communities	community	NOUN
easat-5087	40	31	.	.	PUNCT
easat-5087	41	1	this	this	DET
easat-5087	41	2	section	section	NOUN
easat-5087	41	3	will	will	AUX
easat-5087	41	4	further	far	ADV
easat-5087	41	5	explore	explore	VERB
easat-5087	41	6	how	how	SCONJ
easat-5087	41	7	evolving	evolve	VERB
easat-5087	41	8	legal	legal	ADJ
easat-5087	41	9	standards	standard	NOUN
easat-5087	41	10	shape	shape	VERB
easat-5087	41	11	the	the	DET
easat-5087	41	12	deployment	deployment	NOUN
easat-5087	41	13	and	and	CCONJ
easat-5087	41	14	limitations	limitation	NOUN
easat-5087	41	15	of	of	ADP
easat-5087	41	16	ai	ai	PROPN
easat-5087	41	17	systems	system	NOUN
easat-5087	41	18	in	in	ADP
easat-5087	41	19	detecting	detect	VERB
easat-5087	41	20	cyberviolence	cyberviolence	NOUN
easat-5087	41	21	,	,	PUNCT
easat-5087	41	22	focusing	focus	VERB
easat-5087	41	23	on	on	ADP
easat-5087	41	24	the	the	DET
easat-5087	41	25	necessity	necessity	NOUN
easat-5087	41	26	for	for	ADP
easat-5087	41	27	transparency	transparency	NOUN
easat-5087	41	28	and	and	CCONJ
easat-5087	41	29	accountability	accountability	NOUN
easat-5087	41	30	to	to	PART
easat-5087	41	31	prevent	prevent	VERB
easat-5087	41	32	misuse	misuse	NOUN
easat-5087	41	33	and	and	CCONJ
easat-5087	41	34	ensure	ensure	VERB
easat-5087	41	35	user	user	NOUN
easat-5087	41	36	rights	right	NOUN
easat-5087	41	37	are	be	AUX
easat-5087	41	38	protected	protect	VERB
easat-5087	41	39	.	.	PUNCT
easat-5087	42	1	2	2	X
easat-5087	42	2	.	.	X
easat-5087	42	3	literature	literature	PROPN
easat-5087	42	4	review	review	VERB
easat-5087	42	5	recent	recent	ADJ
easat-5087	42	6	literature	literature	NOUN
easat-5087	42	7	highlights	highlight	VERB
easat-5087	42	8	significant	significant	ADJ
easat-5087	42	9	advancements	advancement	NOUN
easat-5087	42	10	in	in	ADP
easat-5087	42	11	cyberviolence	cyberviolence	NOUN
easat-5087	42	12	detection	detection	NOUN
easat-5087	42	13	and	and	CCONJ
easat-5087	42	14	prevention	prevention	NOUN
easat-5087	42	15	,	,	PUNCT
easat-5087	42	16	particularly	particularly	ADV
easat-5087	42	17	through	through	ADP
easat-5087	42	18	the	the	DET
easat-5087	42	19	integration	integration	NOUN
easat-5087	42	20	of	of	ADP
easat-5087	42	21	ai	ai	NOUN
easat-5087	42	22	and	and	CCONJ
easat-5087	42	23	machine	machine	NOUN
easat-5087	42	24	learning	learning	NOUN
easat-5087	42	25	.	.	PUNCT
easat-5087	43	1	a	a	DET
easat-5087	43	2	comprehensive	comprehensive	ADJ
easat-5087	43	3	review	review	NOUN
easat-5087	43	4	by	by	ADP
easat-5087	43	5	al	al	PROPN
easat-5087	43	6	-	-	PUNCT
easat-5087	43	7	garadi	garadi	PROPN
easat-5087	43	8	,	,	PUNCT
easat-5087	43	9	et	et	PROPN
easat-5087	43	10	al	al	PROPN
easat-5087	43	11	.	.	PUNCT
easat-5087	44	1	[	[	X
easat-5087	44	2	4	4	X
easat-5087	44	3	]	]	PUNCT
easat-5087	44	4	and	and	CCONJ
easat-5087	44	5	bello	bello	NOUN
easat-5087	44	6	-	-	PUNCT
easat-5087	44	7	orgaz	orgaz	PROPN
easat-5087	44	8	,	,	PUNCT
easat-5087	44	9	et	et	PROPN
easat-5087	44	10	al	al	PROPN
easat-5087	44	11	.	.	PUNCT
easat-5087	45	1	[	[	X
easat-5087	45	2	13	13	NUM
easat-5087	45	3	]	]	PUNCT
easat-5087	45	4	highlighted	highlight	VERB
easat-5087	45	5	the	the	DET
easat-5087	45	6	potential	potential	NOUN
easat-5087	45	7	of	of	ADP
easat-5087	45	8	machine	machine	NOUN
easat-5087	45	9	learning	learn	VERB
easat-5087	45	10	algorithms	algorithm	NOUN
easat-5087	45	11	in	in	ADP
easat-5087	45	12	predicting	predict	VERB
easat-5087	45	13	cyberviolence	cyberviolence	NOUN
easat-5087	45	14	on	on	ADP
easat-5087	45	15	social	social	ADJ
easat-5087	45	16	media	medium	NOUN
easat-5087	45	17	platforms	platform	NOUN
easat-5087	45	18	,	,	PUNCT
easat-5087	45	19	emphasizing	emphasize	VERB
easat-5087	45	20	the	the	DET
easat-5087	45	21	need	need	NOUN
easat-5087	45	22	for	for	ADP
easat-5087	45	23	innovative	innovative	ADJ
easat-5087	45	24	approaches	approach	NOUN
easat-5087	45	25	to	to	PART
easat-5087	45	26	address	address	VERB
easat-5087	45	27	the	the	DET
easat-5087	45	28	challenges	challenge	NOUN
easat-5087	45	29	posed	pose	VERB
easat-5087	45	30	by	by	ADP
easat-5087	45	31	big	big	ADJ
easat-5087	45	32	data	datum	NOUN
easat-5087	45	33	.	.	PUNCT
easat-5087	46	1	this	this	DET
easat-5087	46	2	review	review	NOUN
easat-5087	46	3	underscored	underscore	VERB
easat-5087	46	4	the	the	DET
easat-5087	46	5	importance	importance	NOUN
easat-5087	46	6	of	of	ADP
easat-5087	46	7	developing	develop	VERB
easat-5087	46	8	robust	robust	ADJ
easat-5087	46	9	,	,	PUNCT
easat-5087	46	10	scalable	scalable	ADJ
easat-5087	46	11	solutions	solution	NOUN
easat-5087	46	12	capable	capable	ADJ
easat-5087	46	13	of	of	ADP
easat-5087	46	14	processing	process	VERB
easat-5087	46	15	vast	vast	ADJ
easat-5087	46	16	amounts	amount	NOUN
easat-5087	46	17	of	of	ADP
easat-5087	46	18	social	social	ADJ
easat-5087	46	19	media	medium	NOUN
easat-5087	46	20	content	content	NOUN
easat-5087	46	21	in	in	ADP
easat-5087	46	22	real	real	ADJ
easat-5087	46	23	-	-	PUNCT
easat-5087	46	24	time	time	NOUN
easat-5087	46	25	.	.	PUNCT
easat-5087	47	1	building	build	VERB
easat-5087	47	2	on	on	ADP
easat-5087	47	3	this	this	DET
easat-5087	47	4	foundation	foundation	NOUN
easat-5087	47	5	,	,	PUNCT
easat-5087	47	6	chatzakou	chatzakou	PROPN
easat-5087	47	7	,	,	PUNCT
easat-5087	47	8	et	et	PROPN
easat-5087	47	9	al	al	PROPN
easat-5087	47	10	.	.	PUNCT
easat-5087	48	1	[	[	X
easat-5087	48	2	14	14	NUM
easat-5087	48	3	]	]	PUNCT
easat-5087	48	4	and	and	CCONJ
easat-5087	48	5	benjamin	benjamin	PROPN
easat-5087	49	1	[	[	X
easat-5087	49	2	15	15	NUM
easat-5087	49	3	]	]	PUNCT
easat-5087	49	4	conducted	conduct	VERB
easat-5087	49	5	a	a	DET
easat-5087	49	6	seminal	seminal	ADJ
easat-5087	49	7	study	study	NOUN
easat-5087	49	8	on	on	ADP
easat-5087	49	9	detecting	detect	VERB
easat-5087	49	10	cyberviolence	cyberviolence	NOUN
easat-5087	49	11	and	and	CCONJ
easat-5087	49	12	cyberaggression	cyberaggression	NOUN
easat-5087	49	13	in	in	ADP
easat-5087	49	14	social	social	ADJ
easat-5087	49	15	media	medium	NOUN
easat-5087	49	16	.	.	PUNCT
easat-5087	50	1	it	it	PRON
easat-5087	50	2	is	be	AUX
easat-5087	50	3	crucial	crucial	ADJ
easat-5087	50	4	to	to	PART
easat-5087	50	5	integrate	integrate	VERB
easat-5087	50	6	discussions	discussion	NOUN
easat-5087	50	7	on	on	ADP
easat-5087	50	8	recent	recent	ADJ
easat-5087	50	9	legal	legal	ADJ
easat-5087	50	10	precedents	precedent	NOUN
easat-5087	50	11	and	and	CCONJ
easat-5087	50	12	regulatory	regulatory	ADJ
easat-5087	50	13	requirements	requirement	NOUN
easat-5087	50	14	that	that	PRON
easat-5087	50	15	influence	influence	VERB
easat-5087	50	16	the	the	DET
easat-5087	50	17	design	design	NOUN
easat-5087	50	18	and	and	CCONJ
easat-5087	50	19	implementation	implementation	NOUN
easat-5087	50	20	of	of	ADP
easat-5087	50	21	ai	ai	PROPN
easat-5087	50	22	systems	system	NOUN
easat-5087	50	23	for	for	ADP
easat-5087	50	24	social	social	ADJ
easat-5087	50	25	media	medium	NOUN
easat-5087	50	26	monitoring	monitoring	NOUN
easat-5087	50	27	.	.	PUNCT
easat-5087	51	1	their	their	PRON
easat-5087	51	2	work	work	NOUN
easat-5087	51	3	demonstrated	demonstrate	VERB
easat-5087	51	4	the	the	DET
easat-5087	51	5	efficacy	efficacy	NOUN
easat-5087	51	6	of	of	ADP
easat-5087	51	7	combining	combine	VERB
easat-5087	51	8	textual	textual	ADJ
easat-5087	51	9	,	,	PUNCT
easat-5087	51	10	user	user	NOUN
easat-5087	51	11	,	,	PUNCT
easat-5087	51	12	and	and	CCONJ
easat-5087	51	13	networkbased	networkbased	ADJ
easat-5087	51	14	features	feature	NOUN
easat-5087	51	15	to	to	PART
easat-5087	51	16	improve	improve	VERB
easat-5087	51	17	the	the	DET
easat-5087	51	18	accuracy	accuracy	NOUN
easat-5087	51	19	of	of	ADP
easat-5087	51	20	detection	detection	NOUN
easat-5087	51	21	models	model	NOUN
easat-5087	51	22	.	.	PUNCT
easat-5087	52	1	this	this	DET
easat-5087	52	2	multi	multi	ADJ
easat-5087	52	3	-	-	ADJ
easat-5087	52	4	modal	modal	ADJ
easat-5087	52	5	approach	approach	NOUN
easat-5087	52	6	has	have	AUX
easat-5087	52	7	since	since	ADV
easat-5087	52	8	been	be	AUX
easat-5087	52	9	further	far	ADV
easat-5087	52	10	explored	explore	VERB
easat-5087	52	11	by	by	ADP
easat-5087	52	12	researchers	researcher	NOUN
easat-5087	52	13	like	like	ADP
easat-5087	52	14	cheng	cheng	PROPN
easat-5087	52	15	,	,	PUNCT
easat-5087	52	16	et	et	PROPN
easat-5087	52	17	al	al	PROPN
easat-5087	52	18	.	.	PUNCT
easat-5087	53	1	[	[	X
easat-5087	53	2	16	16	NUM
easat-5087	53	3	]	]	PUNCT
easat-5087	53	4	and	and	CCONJ
easat-5087	53	5	boyle	boyle	PROPN
easat-5087	53	6	and	and	CCONJ
easat-5087	53	7	labrie	labrie	PROPN
easat-5087	53	8	[	[	X
easat-5087	53	9	17	17	NUM
easat-5087	53	10	]	]	PUNCT
easat-5087	53	11	who	who	PRON
easat-5087	53	12	introduced	introduce	VERB
easat-5087	53	13	the	the	DET
easat-5087	53	14	xbully	xbully	ADJ
easat-5087	53	15	framework	framework	NOUN
easat-5087	53	16	,	,	PUNCT
easat-5087	53	17	incorporating	incorporate	VERB
easat-5087	53	18	contextual	contextual	ADJ
easat-5087	53	19	information	information	NOUN
easat-5087	53	20	to	to	PART
easat-5087	53	21	enhance	enhance	VERB
easat-5087	53	22	cyberviolence	cyberviolence	NOUN
easat-5087	53	23	detection	detection	NOUN
easat-5087	53	24	within	within	ADP
easat-5087	53	25	a	a	DET
easat-5087	53	26	multi	multi	ADJ
easat-5087	53	27	-	-	ADJ
easat-5087	53	28	modal	modal	ADJ
easat-5087	53	29	context	context	NOUN
easat-5087	53	30	.	.	PUNCT
easat-5087	54	1	the	the	DET
easat-5087	54	2	temporal	temporal	ADJ
easat-5087	54	3	aspect	aspect	NOUN
easat-5087	54	4	of	of	ADP
easat-5087	54	5	cyberviolence	cyberviolence	NOUN
easat-5087	54	6	patterns	pattern	NOUN
easat-5087	54	7	has	have	AUX
easat-5087	54	8	also	also	ADV
easat-5087	54	9	garnered	garner	VERB
easat-5087	54	10	attention	attention	NOUN
easat-5087	54	11	.	.	PUNCT
easat-5087	55	1	cheng	cheng	PROPN
easat-5087	55	2	,	,	PUNCT
easat-5087	55	3	et	et	PROPN
easat-5087	55	4	al	al	PROPN
easat-5087	55	5	.	.	PUNCT
easat-5087	56	1	[	[	X
easat-5087	56	2	18	18	NUM
easat-5087	56	3	]	]	PUNCT
easat-5087	56	4	and	and	CCONJ
easat-5087	56	5	braun	braun	NOUN
easat-5087	56	6	and	and	CCONJ
easat-5087	56	7	clarke	clarke	PROPN
easat-5087	56	8	[	[	X
easat-5087	56	9	19	19	NUM
easat-5087	56	10	]	]	PUNCT
easat-5087	56	11	proposed	propose	VERB
easat-5087	56	12	a	a	DET
easat-5087	56	13	hierarchical	hierarchical	ADJ
easat-5087	56	14	attention	attention	NOUN
easat-5087	56	15	network	network	NOUN
easat-5087	56	16	model	model	NOUN
easat-5087	56	17	to	to	PART
easat-5087	56	18	capture	capture	VERB
easat-5087	56	19	the	the	DET
easat-5087	56	20	temporal	temporal	ADJ
easat-5087	56	21	dynamics	dynamic	NOUN
easat-5087	56	22	of	of	ADP
easat-5087	56	23	cyberviolence	cyberviolence	NOUN
easat-5087	56	24	behaviors	behavior	NOUN
easat-5087	56	25	.	.	PUNCT
easat-5087	57	1	their	their	PRON
easat-5087	57	2	work	work	NOUN
easat-5087	57	3	highlighted	highlight	VERB
easat-5087	57	4	the	the	DET
easat-5087	57	5	importance	importance	NOUN
easat-5087	57	6	of	of	ADP
easat-5087	57	7	considering	consider	VERB
easat-5087	57	8	the	the	DET
easat-5087	57	9	sequential	sequential	ADJ
easat-5087	57	10	nature	nature	NOUN
easat-5087	57	11	of	of	ADP
easat-5087	57	12	online	online	ADJ
easat-5087	57	13	interactions	interaction	NOUN
easat-5087	57	14	in	in	ADP
easat-5087	57	15	developing	develop	VERB
easat-5087	57	16	more	more	ADV
easat-5087	57	17	accurate	accurate	ADJ
easat-5087	57	18	prediction	prediction	NOUN
easat-5087	57	19	models	model	NOUN
easat-5087	57	20	.	.	PUNCT
easat-5087	58	1	as	as	SCONJ
easat-5087	58	2	the	the	DET
easat-5087	58	3	field	field	NOUN
easat-5087	58	4	progresses	progress	VERB
easat-5087	58	5	,	,	PUNCT
easat-5087	58	6	there	there	PRON
easat-5087	58	7	is	be	VERB
easat-5087	58	8	a	a	DET
easat-5087	58	9	growing	grow	VERB
easat-5087	58	10	emphasis	emphasis	NOUN
easat-5087	58	11	on	on	ADP
easat-5087	58	12	the	the	DET
easat-5087	58	13	ethical	ethical	ADJ
easat-5087	58	14	implications	implication	NOUN
easat-5087	58	15	of	of	ADP
easat-5087	58	16	ai	ai	ADJ
easat-5087	58	17	-	-	PUNCT
easat-5087	58	18	driven	drive	VERB
easat-5087	58	19	cyberviolence	cyberviolence	NOUN
easat-5087	58	20	detection	detection	NOUN
easat-5087	58	21	.	.	PUNCT
easat-5087	59	1	ajmani	ajmani	PROPN
easat-5087	59	2	,	,	PUNCT
easat-5087	59	3	et	et	PROPN
easat-5087	59	4	al	al	PROPN
easat-5087	59	5	.	.	PUNCT
easat-5087	60	1	[	[	X
easat-5087	60	2	3	3	NUM
easat-5087	60	3	]	]	PUNCT
easat-5087	60	4	and	and	CCONJ
easat-5087	60	5	brown	brown	ADJ
easat-5087	60	6	and	and	CCONJ
easat-5087	60	7	yule	yule	NOUN
easat-5087	60	8	[	[	X
easat-5087	60	9	20	20	NUM
easat-5087	60	10	]	]	PUNCT
easat-5087	60	11	conducted	conduct	VERB
easat-5087	60	12	a	a	DET
easat-5087	60	13	systematic	systematic	ADJ
easat-5087	60	14	review	review	NOUN
easat-5087	60	15	of	of	ADP
easat-5087	60	16	ethics	ethic	NOUN
easat-5087	60	17	disclosures	disclosure	NOUN
easat-5087	60	18	in	in	ADP
easat-5087	60	19	predictive	predictive	ADJ
easat-5087	60	20	mental	mental	ADJ
easat-5087	60	21	health	health	NOUN
easat-5087	60	22	research	research	NOUN
easat-5087	60	23	,	,	PUNCT
easat-5087	60	24	raising	raise	VERB
easat-5087	60	25	important	important	ADJ
easat-5087	60	26	questions	question	NOUN
easat-5087	60	27	about	about	ADP
easat-5087	60	28	privacy	privacy	NOUN
easat-5087	60	29	,	,	PUNCT
easat-5087	60	30	2343	2343	NUM
easat-5087	60	31	edelweiss	edelweiss	PROPN
easat-5087	60	32	applied	apply	VERB
easat-5087	60	33	science	science	NOUN
easat-5087	60	34	and	and	CCONJ
easat-5087	60	35	technology	technology	NOUN
easat-5087	60	36	issn	issn	PROPN
easat-5087	60	37	:	:	PUNCT
easat-5087	60	38	2576	2576	NUM
easat-5087	60	39	-	-	SYM
easat-5087	60	40	8484	8484	NUM
easat-5087	60	41	vol	vol	NOUN
easat-5087	60	42	.	.	PROPN
easat-5087	61	1	9	9	NUM
easat-5087	61	2	,	,	PUNCT
easat-5087	61	3	no	no	INTJ
easat-5087	61	4	.	.	NOUN
easat-5087	61	5	2	2	NUM
easat-5087	61	6	:	:	PUNCT
easat-5087	61	7	2341	2341	NUM
easat-5087	61	8	-	-	SYM
easat-5087	61	9	2352	2352	NUM
easat-5087	61	10	,	,	PUNCT
easat-5087	61	11	2025	2025	NUM
easat-5087	61	12	doi	doi	NOUN
easat-5087	61	13	:	:	PUNCT
easat-5087	61	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	61	15	©	©	PROPN
easat-5087	61	16	2025	2025	NUM
easat-5087	61	17	by	by	ADP
easat-5087	61	18	the	the	DET
easat-5087	61	19	authors	author	NOUN
easat-5087	61	20	;	;	PUNCT
easat-5087	61	21	licensee	licensee	PROPN
easat-5087	61	22	learning	learning	PROPN
easat-5087	61	23	gate	gate	NOUN
easat-5087	61	24	consent	consent	NOUN
easat-5087	61	25	,	,	PUNCT
easat-5087	61	26	and	and	CCONJ
easat-5087	61	27	the	the	DET
easat-5087	61	28	potential	potential	NOUN
easat-5087	61	29	for	for	ADP
easat-5087	61	30	algorithmic	algorithmic	ADJ
easat-5087	61	31	bias	bias	NOUN
easat-5087	61	32	.	.	PUNCT
easat-5087	62	1	these	these	DET
easat-5087	62	2	ethical	ethical	ADJ
easat-5087	62	3	considerations	consideration	NOUN
easat-5087	62	4	are	be	AUX
easat-5087	62	5	particularly	particularly	ADV
easat-5087	62	6	pertinent	pertinent	ADJ
easat-5087	62	7	in	in	ADP
easat-5087	62	8	the	the	DET
easat-5087	62	9	context	context	NOUN
easat-5087	62	10	of	of	ADP
easat-5087	62	11	online	online	ADJ
easat-5087	62	12	safety	safety	NOUN
easat-5087	62	13	interventions	intervention	NOUN
easat-5087	62	14	targeting	target	VERB
easat-5087	62	15	vulnerable	vulnerable	ADJ
easat-5087	62	16	populations	population	NOUN
easat-5087	62	17	,	,	PUNCT
easat-5087	62	18	such	such	ADJ
easat-5087	62	19	as	as	ADP
easat-5087	62	20	youth	youth	NOUN
easat-5087	62	21	[	[	X
easat-5087	62	22	21	21	NUM
easat-5087	62	23	]	]	PUNCT
easat-5087	62	24	.	.	PUNCT
easat-5087	63	1	the	the	DET
easat-5087	63	2	development	development	NOUN
easat-5087	63	3	of	of	ADP
easat-5087	63	4	real	real	ADJ
easat-5087	63	5	-	-	PUNCT
easat-5087	63	6	time	time	NOUN
easat-5087	63	7	intervention	intervention	NOUN
easat-5087	63	8	strategies	strategy	NOUN
easat-5087	63	9	has	have	AUX
easat-5087	63	10	emerged	emerge	VERB
easat-5087	63	11	as	as	ADP
easat-5087	63	12	a	a	DET
easat-5087	63	13	crucial	crucial	ADJ
easat-5087	63	14	area	area	NOUN
easat-5087	63	15	of	of	ADP
easat-5087	63	16	research	research	NOUN
easat-5087	63	17	.	.	PUNCT
easat-5087	64	1	burdisso	burdisso	NOUN
easat-5087	64	2	,	,	PUNCT
easat-5087	64	3	et	et	PROPN
easat-5087	64	4	al	al	PROPN
easat-5087	64	5	.	.	PUNCT
easat-5087	65	1	[	[	X
easat-5087	65	2	22	22	NUM
easat-5087	65	3	]	]	PUNCT
easat-5087	65	4	introduced	introduce	VERB
easat-5087	65	5	a	a	DET
easat-5087	65	6	novel	novel	ADJ
easat-5087	65	7	approach	approach	NOUN
easat-5087	65	8	to	to	ADP
easat-5087	65	9	forecasting	forecast	VERB
easat-5087	65	10	hate	hate	NOUN
easat-5087	65	11	intensity	intensity	NOUN
easat-5087	65	12	in	in	ADP
easat-5087	65	13	twitter	twitter	NOUN
easat-5087	65	14	reply	reply	NOUN
easat-5087	65	15	threads	thread	NOUN
easat-5087	65	16	,	,	PUNCT
easat-5087	65	17	demonstrating	demonstrate	VERB
easat-5087	65	18	the	the	DET
easat-5087	65	19	potential	potential	NOUN
easat-5087	65	20	for	for	ADP
easat-5087	65	21	proactive	proactive	ADJ
easat-5087	65	22	intervention	intervention	NOUN
easat-5087	65	23	in	in	ADP
easat-5087	65	24	escalating	escalate	VERB
easat-5087	65	25	online	online	ADJ
easat-5087	65	26	conflicts	conflict	NOUN
easat-5087	65	27	.	.	PUNCT
easat-5087	66	1	this	this	DET
easat-5087	66	2	work	work	NOUN
easat-5087	66	3	aligns	align	VERB
easat-5087	66	4	with	with	ADP
easat-5087	66	5	broader	broad	ADJ
easat-5087	66	6	efforts	effort	NOUN
easat-5087	66	7	to	to	PART
easat-5087	66	8	create	create	VERB
easat-5087	66	9	adaptive	adaptive	ADJ
easat-5087	66	10	,	,	PUNCT
easat-5087	66	11	context	context	NOUN
easat-5087	66	12	-	-	PUNCT
easat-5087	66	13	aware	aware	ADJ
easat-5087	66	14	systems	system	NOUN
easat-5087	66	15	capable	capable	ADJ
easat-5087	66	16	of	of	ADP
easat-5087	66	17	mitigating	mitigate	VERB
easat-5087	66	18	online	online	ADJ
easat-5087	66	19	aggression	aggression	NOUN
easat-5087	66	20	as	as	SCONJ
easat-5087	66	21	it	it	PRON
easat-5087	66	22	unfolds	unfold	VERB
easat-5087	66	23	[	[	X
easat-5087	66	24	23	23	NUM
easat-5087	66	25	]	]	PUNCT
easat-5087	66	26	.	.	PUNCT
easat-5087	67	1	recent	recent	ADJ
easat-5087	67	2	studies	study	NOUN
easat-5087	67	3	have	have	AUX
easat-5087	67	4	also	also	ADV
easat-5087	67	5	explored	explore	VERB
easat-5087	67	6	the	the	DET
easat-5087	67	7	potential	potential	NOUN
easat-5087	67	8	of	of	ADP
easat-5087	67	9	graph	graph	NOUN
easat-5087	67	10	-	-	PUNCT
easat-5087	67	11	based	base	VERB
easat-5087	67	12	approaches	approach	NOUN
easat-5087	67	13	in	in	ADP
easat-5087	67	14	early	early	ADJ
easat-5087	67	15	detection	detection	NOUN
easat-5087	67	16	of	of	ADP
easat-5087	67	17	problematic	problematic	ADJ
easat-5087	67	18	online	online	ADJ
easat-5087	67	19	behaviors	behavior	NOUN
easat-5087	67	20	.	.	PUNCT
easat-5087	68	1	chancellor	chancellor	PROPN
easat-5087	68	2	,	,	PUNCT
easat-5087	68	3	et	et	PROPN
easat-5087	68	4	al	al	PROPN
easat-5087	68	5	.	.	PUNCT
easat-5087	69	1	[	[	X
easat-5087	69	2	24	24	NUM
easat-5087	69	3	]	]	PUNCT
easat-5087	69	4	proposed	propose	VERB
easat-5087	69	5	the	the	DET
easat-5087	69	6	somps	somp	NOUN
easat-5087	69	7	-	-	PUNCT
easat-5087	69	8	net	net	NOUN
easat-5087	69	9	framework	framework	NOUN
easat-5087	69	10	,	,	PUNCT
easat-5087	69	11	leveraging	leverage	VERB
easat-5087	69	12	social	social	ADJ
easat-5087	69	13	graph	graph	NOUN
easat-5087	69	14	structures	structure	NOUN
easat-5087	69	15	to	to	PART
easat-5087	69	16	identify	identify	VERB
easat-5087	69	17	and	and	CCONJ
easat-5087	69	18	mitigate	mitigate	VERB
easat-5087	69	19	the	the	DET
easat-5087	69	20	spread	spread	NOUN
easat-5087	69	21	of	of	ADP
easat-5087	69	22	fake	fake	ADJ
easat-5087	69	23	health	health	NOUN
easat-5087	69	24	news	news	NOUN
easat-5087	69	25	.	.	PUNCT
easat-5087	70	1	while	while	SCONJ
easat-5087	70	2	focused	focus	VERB
easat-5087	70	3	on	on	ADP
easat-5087	70	4	misinformation	misinformation	NOUN
easat-5087	70	5	,	,	PUNCT
easat-5087	70	6	their	their	PRON
easat-5087	70	7	approach	approach	NOUN
easat-5087	70	8	offers	offer	VERB
easat-5087	70	9	valuable	valuable	ADJ
easat-5087	70	10	insights	insight	NOUN
easat-5087	70	11	for	for	ADP
easat-5087	70	12	cyberviolence	cyberviolence	NOUN
easat-5087	70	13	detection	detection	NOUN
easat-5087	70	14	,	,	PUNCT
easat-5087	70	15	particularly	particularly	ADV
easat-5087	70	16	in	in	ADP
easat-5087	70	17	understanding	understand	VERB
easat-5087	70	18	the	the	DET
easat-5087	70	19	propagation	propagation	NOUN
easat-5087	70	20	patterns	pattern	NOUN
easat-5087	70	21	of	of	ADP
easat-5087	70	22	harmful	harmful	ADJ
easat-5087	70	23	content	content	NOUN
easat-5087	70	24	within	within	ADP
easat-5087	70	25	social	social	ADJ
easat-5087	70	26	networks	network	NOUN
easat-5087	70	27	.	.	PUNCT
easat-5087	71	1	moreover	moreover	ADV
easat-5087	71	2	,	,	PUNCT
easat-5087	71	3	legal	legal	ADJ
easat-5087	71	4	scholars	scholar	NOUN
easat-5087	71	5	have	have	AUX
easat-5087	71	6	explored	explore	VERB
easat-5087	71	7	the	the	DET
easat-5087	71	8	implications	implication	NOUN
easat-5087	71	9	of	of	ADP
easat-5087	71	10	such	such	ADJ
easat-5087	71	11	ai	ai	ADJ
easat-5087	71	12	applications	application	NOUN
easat-5087	71	13	in	in	ADP
easat-5087	71	14	enforcing	enforce	VERB
easat-5087	71	15	cyberviolence	cyberviolence	NOUN
easat-5087	71	16	laws	law	NOUN
easat-5087	71	17	,	,	PUNCT
easat-5087	71	18	highlighting	highlight	VERB
easat-5087	71	19	potential	potential	ADJ
easat-5087	71	20	conflicts	conflict	NOUN
easat-5087	71	21	with	with	ADP
easat-5087	71	22	free	free	ADJ
easat-5087	71	23	speech	speech	NOUN
easat-5087	71	24	rights	right	NOUN
easat-5087	71	25	and	and	CCONJ
easat-5087	71	26	the	the	DET
easat-5087	71	27	necessity	necessity	NOUN
easat-5087	71	28	for	for	ADP
easat-5087	71	29	ai	ai	PROPN
easat-5087	71	30	systems	system	NOUN
easat-5087	71	31	that	that	PRON
easat-5087	71	32	are	be	AUX
easat-5087	71	33	both	both	ADV
easat-5087	71	34	transparent	transparent	ADJ
easat-5087	71	35	and	and	CCONJ
easat-5087	71	36	understandable	understandable	ADJ
easat-5087	71	37	,	,	PUNCT
easat-5087	71	38	aligning	align	VERB
easat-5087	71	39	with	with	ADP
easat-5087	71	40	legal	legal	ADJ
easat-5087	71	41	standards	standard	NOUN
easat-5087	71	42	to	to	PART
easat-5087	71	43	protect	protect	VERB
easat-5087	71	44	individuals	individual	NOUN
easat-5087	71	45	from	from	ADP
easat-5087	71	46	undue	undue	ADJ
easat-5087	71	47	surveillance	surveillance	NOUN
easat-5087	71	48	and	and	CCONJ
easat-5087	71	49	data	datum	NOUN
easat-5087	71	50	misuse	misuse	NOUN
easat-5087	71	51	.	.	PUNCT
easat-5087	72	1	as	as	SCONJ
easat-5087	72	2	the	the	DET
easat-5087	72	3	field	field	NOUN
easat-5087	72	4	continues	continue	VERB
easat-5087	72	5	to	to	PART
easat-5087	72	6	evolve	evolve	VERB
easat-5087	72	7	,	,	PUNCT
easat-5087	72	8	there	there	PRON
easat-5087	72	9	is	be	VERB
easat-5087	72	10	a	a	DET
easat-5087	72	11	growing	grow	VERB
easat-5087	72	12	recognition	recognition	NOUN
easat-5087	72	13	of	of	ADP
easat-5087	72	14	the	the	DET
easat-5087	72	15	need	need	NOUN
easat-5087	72	16	for	for	ADP
easat-5087	72	17	interdisciplinary	interdisciplinary	ADJ
easat-5087	72	18	approaches	approach	NOUN
easat-5087	72	19	.	.	PUNCT
easat-5087	73	1	aragon	aragon	PROPN
easat-5087	73	2	,	,	PUNCT
easat-5087	73	3	et	et	PROPN
easat-5087	73	4	al	al	PROPN
easat-5087	73	5	.	.	PUNCT
easat-5087	74	1	[	[	X
easat-5087	74	2	8	8	NUM
easat-5087	74	3	]	]	PUNCT
easat-5087	74	4	and	and	CCONJ
easat-5087	74	5	chang	chang	PROPN
easat-5087	74	6	,	,	PUNCT
easat-5087	74	7	et	et	PROPN
easat-5087	74	8	al	al	PROPN
easat-5087	74	9	.	.	PUNCT
easat-5087	75	1	[	[	X
easat-5087	75	2	25	25	NUM
easat-5087	75	3	]	]	PUNCT
easat-5087	75	4	emphasize	emphasize	VERB
easat-5087	75	5	the	the	DET
easat-5087	75	6	importance	importance	NOUN
easat-5087	75	7	of	of	ADP
easat-5087	75	8	human	human	NOUN
easat-5087	75	9	-	-	PUNCT
easat-5087	75	10	centered	center	VERB
easat-5087	75	11	data	datum	NOUN
easat-5087	75	12	science	science	NOUN
easat-5087	75	13	in	in	ADP
easat-5087	75	14	addressing	address	VERB
easat-5087	75	15	complex	complex	ADJ
easat-5087	75	16	social	social	ADJ
easat-5087	75	17	issues	issue	NOUN
easat-5087	75	18	like	like	ADP
easat-5087	75	19	cyberviolence	cyberviolence	NOUN
easat-5087	75	20	.	.	PUNCT
easat-5087	76	1	this	this	DET
easat-5087	76	2	perspective	perspective	NOUN
easat-5087	76	3	aligns	align	VERB
easat-5087	76	4	with	with	ADP
easat-5087	76	5	calls	call	NOUN
easat-5087	76	6	for	for	ADP
easat-5087	76	7	more	more	ADV
easat-5087	76	8	collaborative	collaborative	ADJ
easat-5087	76	9	,	,	PUNCT
easat-5087	76	10	user	user	NOUN
easat-5087	76	11	-	-	PUNCT
easat-5087	76	12	informed	inform	VERB
easat-5087	76	13	approaches	approach	NOUN
easat-5087	76	14	to	to	ADP
easat-5087	76	15	developing	develop	VERB
easat-5087	76	16	online	online	ADJ
easat-5087	76	17	safety	safety	NOUN
easat-5087	76	18	interventions	intervention	NOUN
easat-5087	76	19	[	[	X
easat-5087	76	20	14	14	NUM
easat-5087	76	21	,	,	PUNCT
easat-5087	76	22	26	26	NUM
easat-5087	76	23	]	]	PUNCT
easat-5087	76	24	.	.	PUNCT
easat-5087	77	1	3	3	X
easat-5087	77	2	.	.	X
easat-5087	77	3	research	research	NOUN
easat-5087	77	4	methods	method	NOUN
easat-5087	77	5	3.1	3.1	NUM
easat-5087	77	6	.	.	PUNCT
easat-5087	78	1	data	datum	NOUN
easat-5087	78	2	collection	collection	NOUN
easat-5087	78	3	the	the	DET
easat-5087	78	4	data	data	NOUN
easat-5087	78	5	collection	collection	NOUN
easat-5087	78	6	process	process	NOUN
easat-5087	78	7	for	for	ADP
easat-5087	78	8	this	this	DET
easat-5087	78	9	study	study	NOUN
easat-5087	78	10	was	be	AUX
easat-5087	78	11	designed	design	VERB
easat-5087	78	12	to	to	PART
easat-5087	78	13	capture	capture	VERB
easat-5087	78	14	a	a	DET
easat-5087	78	15	comprehensive	comprehensive	ADJ
easat-5087	78	16	and	and	CCONJ
easat-5087	78	17	representative	representative	ADJ
easat-5087	78	18	sample	sample	NOUN
easat-5087	78	19	of	of	ADP
easat-5087	78	20	social	social	ADJ
easat-5087	78	21	media	medium	NOUN
easat-5087	78	22	interactions	interaction	NOUN
easat-5087	78	23	,	,	PUNCT
easat-5087	78	24	focusing	focus	VERB
easat-5087	78	25	on	on	ADP
easat-5087	78	26	instances	instance	NOUN
easat-5087	78	27	of	of	ADP
easat-5087	78	28	cyberviolence	cyberviolence	NOUN
easat-5087	78	29	and	and	CCONJ
easat-5087	78	30	online	online	ADJ
easat-5087	78	31	aggression	aggression	NOUN
easat-5087	78	32	.	.	PUNCT
easat-5087	79	1	all	all	DET
easat-5087	79	2	methodologies	methodology	NOUN
easat-5087	79	3	employed	employ	VERB
easat-5087	79	4	adhere	adhere	VERB
easat-5087	79	5	strictly	strictly	ADV
easat-5087	79	6	not	not	PART
easat-5087	79	7	only	only	ADV
easat-5087	79	8	to	to	ADP
easat-5087	79	9	technical	technical	ADJ
easat-5087	79	10	standards	standard	NOUN
easat-5087	79	11	but	but	CCONJ
easat-5087	79	12	also	also	ADV
easat-5087	79	13	to	to	ADP
easat-5087	79	14	ethical	ethical	ADJ
easat-5087	79	15	and	and	CCONJ
easat-5087	79	16	legal	legal	ADJ
easat-5087	79	17	guidelines	guideline	NOUN
easat-5087	79	18	,	,	PUNCT
easat-5087	79	19	ensuring	ensure	VERB
easat-5087	79	20	the	the	DET
easat-5087	79	21	protection	protection	NOUN
easat-5087	79	22	of	of	ADP
easat-5087	79	23	subjects	subject	NOUN
easat-5087	79	24	'	'	PART
easat-5087	79	25	rights	right	NOUN
easat-5087	79	26	and	and	CCONJ
easat-5087	79	27	privacy	privacy	NOUN
easat-5087	79	28	according	accord	VERB
easat-5087	79	29	to	to	ADP
easat-5087	79	30	international	international	ADJ
easat-5087	79	31	regulations	regulation	NOUN
easat-5087	79	32	.	.	PUNCT
easat-5087	80	1	we	we	PRON
easat-5087	80	2	utilized	utilize	VERB
easat-5087	80	3	a	a	DET
easat-5087	80	4	multi	multi	ADJ
easat-5087	80	5	-	-	ADJ
easat-5087	80	6	platform	platform	ADJ
easat-5087	80	7	approach	approach	NOUN
easat-5087	80	8	,	,	PUNCT
easat-5087	80	9	gathering	gather	VERB
easat-5087	80	10	data	datum	NOUN
easat-5087	80	11	from	from	ADP
easat-5087	80	12	major	major	ADJ
easat-5087	80	13	social	social	ADJ
easat-5087	80	14	media	medium	NOUN
easat-5087	80	15	networks	network	NOUN
easat-5087	80	16	including	include	VERB
easat-5087	80	17	twitter	twitter	NOUN
easat-5087	80	18	,	,	PUNCT
easat-5087	80	19	facebook	facebook	NOUN
easat-5087	80	20	,	,	PUNCT
easat-5087	80	21	and	and	CCONJ
easat-5087	80	22	instagram	instagram	PROPN
easat-5087	80	23	,	,	PUNCT
easat-5087	80	24	to	to	PART
easat-5087	80	25	ensure	ensure	VERB
easat-5087	80	26	a	a	DET
easat-5087	80	27	diverse	diverse	ADJ
easat-5087	80	28	and	and	CCONJ
easat-5087	80	29	robust	robust	ADJ
easat-5087	80	30	dataset	dataset	NOUN
easat-5087	80	31	.	.	PUNCT
easat-5087	81	1	the	the	DET
easat-5087	81	2	collection	collection	NOUN
easat-5087	81	3	period	period	NOUN
easat-5087	81	4	spanned	span	VERB
easat-5087	81	5	six	six	NUM
easat-5087	81	6	months	month	NOUN
easat-5087	81	7	,	,	PUNCT
easat-5087	81	8	from	from	ADP
easat-5087	81	9	january	january	PROPN
easat-5087	81	10	to	to	ADP
easat-5087	81	11	june	june	PROPN
easat-5087	81	12	2023	2023	NUM
easat-5087	81	13	,	,	PUNCT
easat-5087	81	14	employing	employ	VERB
easat-5087	81	15	both	both	DET
easat-5087	81	16	api	api	NOUN
easat-5087	81	17	-	-	PUNCT
easat-5087	81	18	based	base	VERB
easat-5087	81	19	scraping	scrape	VERB
easat-5087	81	20	techniques	technique	NOUN
easat-5087	81	21	and	and	CCONJ
easat-5087	81	22	authorized	authorize	VERB
easat-5087	81	23	access	access	NOUN
easat-5087	81	24	to	to	ADP
easat-5087	81	25	platform	platform	NOUN
easat-5087	81	26	-	-	PUNCT
easat-5087	81	27	specific	specific	ADJ
easat-5087	81	28	datasets	dataset	NOUN
easat-5087	81	29	.	.	PUNCT
easat-5087	82	1	to	to	PART
easat-5087	82	2	maintain	maintain	VERB
easat-5087	82	3	ethical	ethical	ADJ
easat-5087	82	4	standards	standard	NOUN
easat-5087	82	5	and	and	CCONJ
easat-5087	82	6	protect	protect	VERB
easat-5087	82	7	user	user	NOUN
easat-5087	82	8	privacy	privacy	NOUN
easat-5087	82	9	,	,	PUNCT
easat-5087	82	10	all	all	DET
easat-5087	82	11	collected	collect	VERB
easat-5087	82	12	data	datum	NOUN
easat-5087	82	13	was	be	AUX
easat-5087	82	14	anonymized	anonymize	VERB
easat-5087	82	15	at	at	ADP
easat-5087	82	16	the	the	DET
easat-5087	82	17	source	source	NOUN
easat-5087	82	18	.	.	PUNCT
easat-5087	83	1	the	the	DET
easat-5087	83	2	dataset	dataset	NOUN
easat-5087	83	3	comprises	comprise	VERB
easat-5087	83	4	over	over	ADP
easat-5087	83	5	10	10	NUM
easat-5087	83	6	million	million	NUM
easat-5087	83	7	social	social	ADJ
easat-5087	83	8	media	medium	NOUN
easat-5087	83	9	posts	post	NOUN
easat-5087	83	10	,	,	PUNCT
easat-5087	83	11	comments	comment	NOUN
easat-5087	83	12	,	,	PUNCT
easat-5087	83	13	and	and	CCONJ
easat-5087	83	14	associated	associated	ADJ
easat-5087	83	15	metadata	metadata	NOUN
easat-5087	83	16	,	,	PUNCT
easat-5087	83	17	including	include	VERB
easat-5087	83	18	timestamps	timestamp	NOUN
easat-5087	83	19	,	,	PUNCT
easat-5087	83	20	user	user	NOUN
easat-5087	83	21	profiles	profile	NOUN
easat-5087	83	22	(	(	PUNCT
easat-5087	83	23	anonymized	anonymize	VERB
easat-5087	83	24	)	)	PUNCT
easat-5087	83	25	,	,	PUNCT
easat-5087	83	26	and	and	CCONJ
easat-5087	83	27	interaction	interaction	NOUN
easat-5087	83	28	metrics	metric	NOUN
easat-5087	83	29	.	.	PUNCT
easat-5087	84	1	special	special	ADJ
easat-5087	84	2	attention	attention	NOUN
easat-5087	84	3	was	be	AUX
easat-5087	84	4	given	give	VERB
easat-5087	84	5	to	to	ADP
easat-5087	84	6	collecting	collect	VERB
easat-5087	84	7	data	datum	NOUN
easat-5087	84	8	from	from	ADP
easat-5087	84	9	various	various	ADJ
easat-5087	84	10	demographic	demographic	ADJ
easat-5087	84	11	groups	group	NOUN
easat-5087	84	12	and	and	CCONJ
easat-5087	84	13	geographic	geographic	ADJ
easat-5087	84	14	regions	region	NOUN
easat-5087	84	15	to	to	PART
easat-5087	84	16	mitigate	mitigate	VERB
easat-5087	84	17	potential	potential	ADJ
easat-5087	84	18	biases	bias	NOUN
easat-5087	84	19	.	.	PUNCT
easat-5087	85	1	the	the	DET
easat-5087	85	2	data	data	NOUN
easat-5087	85	3	collection	collection	NOUN
easat-5087	85	4	adhered	adhere	VERB
easat-5087	85	5	strictly	strictly	ADV
easat-5087	85	6	to	to	ADP
easat-5087	85	7	platform	platform	NOUN
easat-5087	85	8	-	-	PUNCT
easat-5087	85	9	specific	specific	ADJ
easat-5087	85	10	terms	term	NOUN
easat-5087	85	11	of	of	ADP
easat-5087	85	12	service	service	NOUN
easat-5087	85	13	and	and	CCONJ
easat-5087	85	14	relevant	relevant	ADJ
easat-5087	85	15	data	datum	NOUN
easat-5087	85	16	protection	protection	NOUN
easat-5087	85	17	regulations	regulation	NOUN
easat-5087	85	18	,	,	PUNCT
easat-5087	85	19	ensuring	ensure	VERB
easat-5087	85	20	compliance	compliance	NOUN
easat-5087	85	21	with	with	ADP
easat-5087	85	22	ethical	ethical	ADJ
easat-5087	85	23	research	research	NOUN
easat-5087	85	24	practices	practice	NOUN
easat-5087	85	25	[	[	X
easat-5087	85	26	27	27	NUM
easat-5087	85	27	]	]	PUNCT
easat-5087	85	28	.	.	PUNCT
easat-5087	86	1	further	far	ADV
easat-5087	86	2	,	,	PUNCT
easat-5087	86	3	our	our	PRON
easat-5087	86	4	methodology	methodology	NOUN
easat-5087	86	5	was	be	AUX
easat-5087	86	6	developed	develop	VERB
easat-5087	86	7	in	in	ADP
easat-5087	86	8	compliance	compliance	NOUN
easat-5087	86	9	with	with	ADP
easat-5087	86	10	international	international	ADJ
easat-5087	86	11	data	datum	NOUN
easat-5087	86	12	protection	protection	NOUN
easat-5087	86	13	laws	law	NOUN
easat-5087	86	14	like	like	ADP
easat-5087	86	15	gdpr	gdpr	NOUN
easat-5087	86	16	.	.	PUNCT
easat-5087	87	1	this	this	PRON
easat-5087	87	2	included	include	VERB
easat-5087	87	3	the	the	DET
easat-5087	87	4	anonymization	anonymization	NOUN
easat-5087	87	5	of	of	ADP
easat-5087	87	6	personal	personal	ADJ
easat-5087	87	7	data	datum	NOUN
easat-5087	87	8	and	and	CCONJ
easat-5087	87	9	ensuring	ensure	VERB
easat-5087	87	10	transparency	transparency	NOUN
easat-5087	87	11	in	in	ADP
easat-5087	87	12	the	the	DET
easat-5087	87	13	processing	processing	NOUN
easat-5087	87	14	and	and	CCONJ
easat-5087	87	15	usage	usage	NOUN
easat-5087	87	16	of	of	ADP
easat-5087	87	17	data	datum	NOUN
easat-5087	87	18	to	to	PART
easat-5087	87	19	safeguard	safeguard	VERB
easat-5087	87	20	user	user	NOUN
easat-5087	87	21	rights	right	NOUN
easat-5087	87	22	.	.	PUNCT
easat-5087	88	1	3.2	3.2	NUM
easat-5087	88	2	.	.	PUNCT
easat-5087	88	3	data	datum	NOUN
easat-5087	88	4	preprocessing	preprocesse	VERB
easat-5087	88	5	the	the	DET
easat-5087	88	6	data	datum	NOUN
easat-5087	88	7	preprocessing	preprocessing	NOUN
easat-5087	88	8	phase	phase	NOUN
easat-5087	88	9	was	be	AUX
easat-5087	88	10	crucial	crucial	ADJ
easat-5087	88	11	in	in	ADP
easat-5087	88	12	preparing	prepare	VERB
easat-5087	88	13	the	the	DET
easat-5087	88	14	collected	collect	VERB
easat-5087	88	15	raw	raw	ADJ
easat-5087	88	16	data	datum	NOUN
easat-5087	88	17	for	for	ADP
easat-5087	88	18	analysis	analysis	NOUN
easat-5087	88	19	and	and	CCONJ
easat-5087	88	20	model	model	NOUN
easat-5087	88	21	training	training	NOUN
easat-5087	88	22	.	.	PUNCT
easat-5087	89	1	initially	initially	ADV
easat-5087	89	2	,	,	PUNCT
easat-5087	89	3	we	we	PRON
easat-5087	89	4	performed	perform	VERB
easat-5087	89	5	thorough	thorough	ADJ
easat-5087	89	6	data	datum	NOUN
easat-5087	89	7	cleaning	clean	VERB
easat-5087	89	8	,	,	PUNCT
easat-5087	89	9	removing	remove	VERB
easat-5087	89	10	duplicates	duplicate	NOUN
easat-5087	89	11	,	,	PUNCT
easat-5087	89	12	irrelevant	irrelevant	ADJ
easat-5087	89	13	content	content	NOUN
easat-5087	89	14	,	,	PUNCT
easat-5087	89	15	and	and	CCONJ
easat-5087	89	16	spam	spam	NOUN
easat-5087	89	17	using	use	VERB
easat-5087	89	18	automated	automate	VERB
easat-5087	89	19	filtering	filtering	NOUN
easat-5087	89	20	algorithms	algorithm	NOUN
easat-5087	89	21	.	.	PUNCT
easat-5087	90	1	text	text	NOUN
easat-5087	90	2	normalization	normalization	NOUN
easat-5087	90	3	techniques	technique	NOUN
easat-5087	90	4	were	be	AUX
easat-5087	90	5	applied	apply	VERB
easat-5087	90	6	,	,	PUNCT
easat-5087	90	7	including	include	VERB
easat-5087	90	8	lowercasing	lowercase	VERB
easat-5087	90	9	,	,	PUNCT
easat-5087	90	10	punctuation	punctuation	NOUN
easat-5087	90	11	removal	removal	NOUN
easat-5087	90	12	,	,	PUNCT
easat-5087	90	13	and	and	CCONJ
easat-5087	90	14	special	special	ADJ
easat-5087	90	15	character	character	NOUN
easat-5087	90	16	handling	handling	NOUN
easat-5087	90	17	.	.	PUNCT
easat-5087	91	1	we	we	PRON
easat-5087	91	2	implemented	implement	VERB
easat-5087	91	3	language	language	NOUN
easat-5087	91	4	detection	detection	NOUN
easat-5087	91	5	to	to	PART
easat-5087	91	6	focus	focus	VERB
easat-5087	91	7	on	on	ADP
easat-5087	91	8	english	english	ADJ
easat-5087	91	9	-	-	PUNCT
easat-5087	91	10	language	language	NOUN
easat-5087	91	11	content	content	NOUN
easat-5087	91	12	,	,	PUNCT
easat-5087	91	13	while	while	SCONJ
easat-5087	91	14	preserving	preserve	VERB
easat-5087	91	15	multilingual	multilingual	ADJ
easat-5087	91	16	data	datum	NOUN
easat-5087	91	17	for	for	ADP
easat-5087	91	18	potential	potential	ADJ
easat-5087	91	19	future	future	ADJ
easat-5087	91	20	analysis	analysis	NOUN
easat-5087	91	21	.	.	PUNCT
easat-5087	92	1	tokenization	tokenization	NOUN
easat-5087	92	2	was	be	AUX
easat-5087	92	3	performed	perform	VERB
easat-5087	92	4	using	use	VERB
easat-5087	92	5	the	the	DET
easat-5087	92	6	nltk	nltk	PROPN
easat-5087	92	7	library	library	NOUN
easat-5087	92	8	,	,	PUNCT
easat-5087	92	9	followed	follow	VERB
easat-5087	92	10	by	by	ADP
easat-5087	92	11	stop	stop	NOUN
easat-5087	92	12	-	-	PUNCT
easat-5087	92	13	word	word	NOUN
easat-5087	92	14	removal	removal	NOUN
easat-5087	92	15	and	and	CCONJ
easat-5087	92	16	lemmatization	lemmatization	NOUN
easat-5087	92	17	to	to	PART
easat-5087	92	18	reduce	reduce	VERB
easat-5087	92	19	dimensionality	dimensionality	NOUN
easat-5087	92	20	and	and	CCONJ
easat-5087	92	21	improve	improve	VERB
easat-5087	92	22	semantic	semantic	ADJ
easat-5087	92	23	consistency	consistency	NOUN
easat-5087	92	24	.	.	PUNCT
easat-5087	93	1	for	for	ADP
easat-5087	93	2	feature	feature	NOUN
easat-5087	93	3	extraction	extraction	NOUN
easat-5087	93	4	,	,	PUNCT
easat-5087	93	5	we	we	PRON
easat-5087	93	6	employed	employ	VERB
easat-5087	93	7	a	a	DET
easat-5087	93	8	combination	combination	NOUN
easat-5087	93	9	of	of	ADP
easat-5087	93	10	tf	tf	PROPN
easat-5087	93	11	-	-	PUNCT
easat-5087	93	12	idf	idf	PROPN
easat-5087	93	13	vectorization	vectorization	NOUN
easat-5087	93	14	for	for	ADP
easat-5087	93	15	textual	textual	ADJ
easat-5087	93	16	content	content	NOUN
easat-5087	93	17	and	and	CCONJ
easat-5087	93	18	one	one	NUM
easat-5087	93	19	-	-	PUNCT
easat-5087	93	20	hot	hot	ADJ
easat-5087	93	21	encoding	encoding	NOUN
easat-5087	93	22	for	for	ADP
easat-5087	93	23	categorical	categorical	ADJ
easat-5087	93	24	variables	variable	NOUN
easat-5087	93	25	.	.	PUNCT
easat-5087	94	1	additionally	additionally	ADV
easat-5087	94	2	,	,	PUNCT
easat-5087	94	3	we	we	PRON
easat-5087	94	4	developed	develop	VERB
easat-5087	94	5	custom	custom	NOUN
easat-5087	94	6	features	feature	NOUN
easat-5087	94	7	based	base	VERB
easat-5087	94	8	on	on	ADP
easat-5087	94	9	user	user	NOUN
easat-5087	94	10	behavior	behavior	NOUN
easat-5087	94	11	patterns	pattern	NOUN
easat-5087	94	12	and	and	CCONJ
easat-5087	94	13	2344	2344	NUM
easat-5087	94	14	edelweiss	edelweiss	PROPN
easat-5087	94	15	applied	apply	VERB
easat-5087	94	16	science	science	NOUN
easat-5087	94	17	and	and	CCONJ
easat-5087	94	18	technology	technology	NOUN
easat-5087	94	19	issn	issn	PROPN
easat-5087	94	20	:	:	PUNCT
easat-5087	94	21	2576	2576	NUM
easat-5087	94	22	-	-	SYM
easat-5087	94	23	8484	8484	NUM
easat-5087	94	24	vol	vol	NOUN
easat-5087	94	25	.	.	PROPN
easat-5087	95	1	9	9	NUM
easat-5087	95	2	,	,	PUNCT
easat-5087	95	3	no	no	INTJ
easat-5087	95	4	.	.	NOUN
easat-5087	95	5	2	2	NUM
easat-5087	95	6	:	:	PUNCT
easat-5087	95	7	2341	2341	NUM
easat-5087	95	8	-	-	SYM
easat-5087	95	9	2352	2352	NUM
easat-5087	95	10	,	,	PUNCT
easat-5087	95	11	2025	2025	NUM
easat-5087	95	12	doi	doi	NOUN
easat-5087	95	13	:	:	PUNCT
easat-5087	95	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	95	15	©	©	PROPN
easat-5087	95	16	2025	2025	NUM
easat-5087	95	17	by	by	ADP
easat-5087	95	18	the	the	DET
easat-5087	95	19	authors	author	NOUN
easat-5087	95	20	;	;	PUNCT
easat-5087	95	21	licensee	licensee	PROPN
easat-5087	95	22	learning	learn	VERB
easat-5087	95	23	gate	gate	PROPN
easat-5087	95	24	network	network	PROPN
easat-5087	95	25	characteristics	characteristic	NOUN
easat-5087	95	26	.	.	PUNCT
easat-5087	96	1	to	to	PART
easat-5087	96	2	address	address	VERB
easat-5087	96	3	class	class	NOUN
easat-5087	96	4	imbalance	imbalance	NOUN
easat-5087	96	5	,	,	PUNCT
easat-5087	96	6	common	common	ADJ
easat-5087	96	7	in	in	ADP
easat-5087	96	8	cyberviolence	cyberviolence	NOUN
easat-5087	96	9	datasets	dataset	NOUN
easat-5087	96	10	,	,	PUNCT
easat-5087	96	11	we	we	PRON
easat-5087	96	12	applied	apply	VERB
easat-5087	96	13	the	the	DET
easat-5087	96	14	synthetic	synthetic	ADJ
easat-5087	96	15	minority	minority	NOUN
easat-5087	96	16	over	over	ADP
easat-5087	96	17	-	-	PUNCT
easat-5087	96	18	sampling	sample	VERB
easat-5087	96	19	technique	technique	NOUN
easat-5087	96	20	(	(	PUNCT
easat-5087	96	21	smote	smote	NOUN
easat-5087	96	22	)	)	PUNCT
easat-5087	96	23	.	.	PUNCT
easat-5087	97	1	finally	finally	ADV
easat-5087	97	2	,	,	PUNCT
easat-5087	97	3	the	the	DET
easat-5087	97	4	preprocessed	preprocesse	VERB
easat-5087	97	5	data	datum	NOUN
easat-5087	97	6	was	be	AUX
easat-5087	97	7	split	split	VERB
easat-5087	97	8	into	into	ADP
easat-5087	97	9	training	training	NOUN
easat-5087	97	10	,	,	PUNCT
easat-5087	97	11	validation	validation	NOUN
easat-5087	97	12	,	,	PUNCT
easat-5087	97	13	and	and	CCONJ
easat-5087	97	14	test	test	NOUN
easat-5087	97	15	sets	set	NOUN
easat-5087	97	16	(	(	PUNCT
easat-5087	97	17	70	70	NUM
easat-5087	97	18	%	%	NOUN
easat-5087	97	19	,	,	PUNCT
easat-5087	97	20	15	15	NUM
easat-5087	97	21	%	%	NOUN
easat-5087	97	22	,	,	PUNCT
easat-5087	97	23	15	15	NUM
easat-5087	97	24	%	%	NOUN
easat-5087	97	25	respectively	respectively	ADV
easat-5087	97	26	)	)	PUNCT
easat-5087	97	27	to	to	PART
easat-5087	97	28	ensure	ensure	VERB
easat-5087	97	29	robust	robust	ADJ
easat-5087	97	30	model	model	NOUN
easat-5087	97	31	evaluation	evaluation	NOUN
easat-5087	97	32	[	[	X
easat-5087	97	33	28	28	NUM
easat-5087	97	34	]	]	PUNCT
easat-5087	97	35	.	.	PUNCT
easat-5087	98	1	3.3	3.3	NUM
easat-5087	98	2	.	.	PUNCT
easat-5087	98	3	model	model	NOUN
easat-5087	98	4	design	design	VERB
easat-5087	98	5	our	our	PRON
easat-5087	98	6	model	model	NOUN
easat-5087	98	7	design	design	NOUN
easat-5087	98	8	adopts	adopt	VERB
easat-5087	98	9	a	a	DET
easat-5087	98	10	multi	multi	NOUN
easat-5087	98	11	-	-	ADJ
easat-5087	98	12	modal	modal	ADJ
easat-5087	98	13	,	,	PUNCT
easat-5087	98	14	hierarchical	hierarchical	ADJ
easat-5087	98	15	approach	approach	NOUN
easat-5087	98	16	to	to	PART
easat-5087	98	17	effectively	effectively	ADV
easat-5087	98	18	capture	capture	VERB
easat-5087	98	19	the	the	DET
easat-5087	98	20	complex	complex	ADJ
easat-5087	98	21	nature	nature	NOUN
easat-5087	98	22	of	of	ADP
easat-5087	98	23	cyberviolence	cyberviolence	NOUN
easat-5087	98	24	in	in	ADP
easat-5087	98	25	social	social	ADJ
easat-5087	98	26	media	medium	NOUN
easat-5087	98	27	interactions	interaction	NOUN
easat-5087	98	28	.	.	PUNCT
easat-5087	99	1	the	the	DET
easat-5087	99	2	core	core	NOUN
easat-5087	99	3	architecture	architecture	NOUN
easat-5087	99	4	consists	consist	VERB
easat-5087	99	5	of	of	ADP
easat-5087	99	6	a	a	DET
easat-5087	99	7	deep	deep	ADJ
easat-5087	99	8	neural	neural	ADJ
easat-5087	99	9	network	network	NOUN
easat-5087	99	10	that	that	PRON
easat-5087	99	11	integrates	integrate	VERB
easat-5087	99	12	textual	textual	ADJ
easat-5087	99	13	,	,	PUNCT
easat-5087	99	14	user	user	NOUN
easat-5087	99	15	,	,	PUNCT
easat-5087	99	16	and	and	CCONJ
easat-5087	99	17	network	network	NOUN
easat-5087	99	18	-	-	PUNCT
easat-5087	99	19	based	base	VERB
easat-5087	99	20	features	feature	NOUN
easat-5087	99	21	.	.	PUNCT
easat-5087	100	1	for	for	ADP
easat-5087	100	2	text	text	NOUN
easat-5087	100	3	analysis	analysis	NOUN
easat-5087	100	4	,	,	PUNCT
easat-5087	100	5	we	we	PRON
easat-5087	100	6	employ	employ	VERB
easat-5087	100	7	a	a	DET
easat-5087	100	8	bidirectional	bidirectional	ADJ
easat-5087	100	9	lstm	lstm	NOUN
easat-5087	100	10	layer	layer	NOUN
easat-5087	100	11	to	to	PART
easat-5087	100	12	capture	capture	VERB
easat-5087	100	13	contextual	contextual	ADJ
easat-5087	100	14	information	information	NOUN
easat-5087	100	15	,	,	PUNCT
easat-5087	100	16	followed	follow	VERB
easat-5087	100	17	by	by	ADP
easat-5087	100	18	an	an	DET
easat-5087	100	19	attention	attention	NOUN
easat-5087	100	20	mechanism	mechanism	NOUN
easat-5087	100	21	to	to	PART
easat-5087	100	22	focus	focus	VERB
easat-5087	100	23	on	on	ADP
easat-5087	100	24	salient	salient	ADJ
easat-5087	100	25	parts	part	NOUN
easat-5087	100	26	of	of	ADP
easat-5087	100	27	the	the	DET
easat-5087	100	28	text	text	NOUN
easat-5087	100	29	.	.	PUNCT
easat-5087	101	1	user	user	NOUN
easat-5087	101	2	features	feature	NOUN
easat-5087	101	3	are	be	AUX
easat-5087	101	4	processed	process	VERB
easat-5087	101	5	through	through	ADP
easat-5087	101	6	a	a	DET
easat-5087	101	7	series	series	NOUN
easat-5087	101	8	of	of	ADP
easat-5087	101	9	dense	dense	ADJ
easat-5087	101	10	layers	layer	NOUN
easat-5087	101	11	,	,	PUNCT
easat-5087	101	12	while	while	SCONJ
easat-5087	101	13	network	network	NOUN
easat-5087	101	14	features	feature	NOUN
easat-5087	101	15	are	be	AUX
easat-5087	101	16	analyzed	analyze	VERB
easat-5087	101	17	using	use	VERB
easat-5087	101	18	a	a	DET
easat-5087	101	19	graph	graph	NOUN
easat-5087	101	20	convolutional	convolutional	ADJ
easat-5087	101	21	network	network	NOUN
easat-5087	101	22	(	(	PUNCT
easat-5087	101	23	gcn	gcn	NOUN
easat-5087	101	24	)	)	PUNCT
easat-5087	101	25	to	to	PART
easat-5087	101	26	leverage	leverage	VERB
easat-5087	101	27	the	the	DET
easat-5087	101	28	social	social	ADJ
easat-5087	101	29	graph	graph	NOUN
easat-5087	101	30	structure	structure	NOUN
easat-5087	101	31	.	.	PUNCT
easat-5087	102	1	these	these	DET
easat-5087	102	2	three	three	NUM
easat-5087	102	3	components	component	NOUN
easat-5087	102	4	are	be	AUX
easat-5087	102	5	then	then	ADV
easat-5087	102	6	concatenated	concatenate	VERB
easat-5087	102	7	and	and	CCONJ
easat-5087	102	8	passed	pass	VERB
easat-5087	102	9	through	through	ADP
easat-5087	102	10	additional	additional	ADJ
easat-5087	102	11	dense	dense	ADJ
easat-5087	102	12	layers	layer	NOUN
easat-5087	102	13	for	for	ADP
easat-5087	102	14	final	final	ADJ
easat-5087	102	15	classification	classification	NOUN
easat-5087	102	16	.	.	PUNCT
easat-5087	103	1	to	to	PART
easat-5087	103	2	enhance	enhance	VERB
easat-5087	103	3	the	the	DET
easat-5087	103	4	model	model	NOUN
easat-5087	103	5	's	's	PART
easat-5087	103	6	temporal	temporal	ADJ
easat-5087	103	7	understanding	understanding	NOUN
easat-5087	103	8	,	,	PUNCT
easat-5087	103	9	we	we	PRON
easat-5087	103	10	incorporate	incorporate	VERB
easat-5087	103	11	a	a	DET
easat-5087	103	12	separate	separate	ADJ
easat-5087	103	13	lstm	lstm	NOUN
easat-5087	103	14	layer	layer	NOUN
easat-5087	103	15	that	that	PRON
easat-5087	103	16	processes	process	VERB
easat-5087	103	17	the	the	DET
easat-5087	103	18	sequence	sequence	NOUN
easat-5087	103	19	of	of	ADP
easat-5087	103	20	a	a	DET
easat-5087	103	21	user	user	NOUN
easat-5087	103	22	's	's	PART
easat-5087	103	23	posts	post	NOUN
easat-5087	103	24	over	over	ADP
easat-5087	103	25	time	time	NOUN
easat-5087	103	26	.	.	PUNCT
easat-5087	104	1	the	the	DET
easat-5087	104	2	model	model	NOUN
easat-5087	104	3	is	be	AUX
easat-5087	104	4	trained	train	VERB
easat-5087	104	5	end	end	NOUN
easat-5087	104	6	-	-	PUNCT
easat-5087	104	7	to	to	ADP
easat-5087	104	8	-	-	PUNCT
easat-5087	104	9	end	end	NOUN
easat-5087	104	10	using	use	VERB
easat-5087	104	11	backpropagation	backpropagation	NOUN
easat-5087	104	12	with	with	ADP
easat-5087	104	13	adam	adam	PROPN
easat-5087	104	14	optimizer	optimizer	NOUN
easat-5087	104	15	,	,	PUNCT
easat-5087	104	16	employing	employ	VERB
easat-5087	104	17	focal	focal	ADJ
easat-5087	104	18	loss	loss	NOUN
easat-5087	104	19	to	to	PART
easat-5087	104	20	address	address	VERB
easat-5087	104	21	class	class	NOUN
easat-5087	104	22	imbalance	imbalance	NOUN
easat-5087	104	23	.	.	PUNCT
easat-5087	105	1	we	we	PRON
easat-5087	105	2	implement	implement	VERB
easat-5087	105	3	early	early	ADJ
easat-5087	105	4	stopping	stopping	NOUN
easat-5087	105	5	and	and	CCONJ
easat-5087	105	6	dropout	dropout	NOUN
easat-5087	105	7	for	for	ADP
easat-5087	105	8	regularization	regularization	NOUN
easat-5087	105	9	to	to	PART
easat-5087	105	10	prevent	prevent	VERB
easat-5087	105	11	overfitting	overfitting	NOUN
easat-5087	105	12	.	.	PUNCT
easat-5087	106	1	the	the	DET
easat-5087	106	2	model	model	NOUN
easat-5087	106	3	's	's	PART
easat-5087	106	4	hyperparameters	hyperparameter	NOUN
easat-5087	106	5	are	be	AUX
easat-5087	106	6	fine	fine	ADV
easat-5087	106	7	-	-	PUNCT
easat-5087	106	8	tuned	tune	VERB
easat-5087	106	9	using	use	VERB
easat-5087	106	10	bayesian	bayesian	NOUN
easat-5087	106	11	optimization	optimization	NOUN
easat-5087	106	12	to	to	PART
easat-5087	106	13	maximize	maximize	VERB
easat-5087	106	14	performance	performance	NOUN
easat-5087	106	15	on	on	ADP
easat-5087	106	16	the	the	DET
easat-5087	106	17	validation	validation	NOUN
easat-5087	106	18	set	set	NOUN
easat-5087	106	19	.	.	PUNCT
easat-5087	107	1	as	as	SCONJ
easat-5087	107	2	shown	show	VERB
easat-5087	107	3	in	in	ADP
easat-5087	107	4	figure	figure	NOUN
easat-5087	107	5	1	1	NUM
easat-5087	107	6	,	,	PUNCT
easat-5087	107	7	this	this	DET
easat-5087	107	8	architecture	architecture	NOUN
easat-5087	107	9	allows	allow	VERB
easat-5087	107	10	for	for	ADP
easat-5087	107	11	comprehensive	comprehensive	ADJ
easat-5087	107	12	analysis	analysis	NOUN
easat-5087	107	13	of	of	ADP
easat-5087	107	14	cyberviolence	cyberviolence	NOUN
easat-5087	107	15	patterns	pattern	NOUN
easat-5087	107	16	across	across	ADP
easat-5087	107	17	multiple	multiple	ADJ
easat-5087	107	18	dimensions	dimension	NOUN
easat-5087	107	19	.	.	PUNCT
easat-5087	108	1	figure	figure	NOUN
easat-5087	108	2	1	1	NUM
easat-5087	108	3	.	.	PUNCT
easat-5087	109	1	multi	multi	ADJ
easat-5087	109	2	-	-	ADJ
easat-5087	109	3	modal	modal	ADJ
easat-5087	109	4	hierarchical	hierarchical	ADJ
easat-5087	109	5	model	model	NOUN
easat-5087	109	6	for	for	ADP
easat-5087	109	7	cyberviolence	cyberviolence	NOUN
easat-5087	109	8	detection	detection	NOUN
easat-5087	109	9	.	.	PUNCT
easat-5087	110	1	3.4	3.4	NUM
easat-5087	110	2	.	.	PUNCT
easat-5087	110	3	evaluation	evaluation	NOUN
easat-5087	110	4	indicators	indicator	NOUN
easat-5087	110	5	to	to	PART
easat-5087	110	6	comprehensively	comprehensively	ADV
easat-5087	110	7	assess	assess	VERB
easat-5087	110	8	the	the	DET
easat-5087	110	9	performance	performance	NOUN
easat-5087	110	10	of	of	ADP
easat-5087	110	11	our	our	PRON
easat-5087	110	12	cyberviolence	cyberviolence	NOUN
easat-5087	110	13	detection	detection	NOUN
easat-5087	110	14	model	model	NOUN
easat-5087	110	15	,	,	PUNCT
easat-5087	110	16	we	we	PRON
easat-5087	110	17	employed	employ	VERB
easat-5087	110	18	a	a	DET
easat-5087	110	19	diverse	diverse	ADJ
easat-5087	110	20	set	set	NOUN
easat-5087	110	21	of	of	ADP
easat-5087	110	22	evaluation	evaluation	NOUN
easat-5087	110	23	metrics	metric	NOUN
easat-5087	110	24	.	.	PUNCT
easat-5087	111	1	given	give	VERB
easat-5087	111	2	the	the	DET
easat-5087	111	3	inherent	inherent	ADJ
easat-5087	111	4	class	class	NOUN
easat-5087	111	5	imbalance	imbalance	NOUN
easat-5087	111	6	in	in	ADP
easat-5087	111	7	cyberviolence	cyberviolence	NOUN
easat-5087	111	8	datasets	dataset	NOUN
easat-5087	111	9	,	,	PUNCT
easat-5087	111	10	we	we	PRON
easat-5087	111	11	prioritized	prioritize	VERB
easat-5087	111	12	metrics	metric	NOUN
easat-5087	111	13	that	that	PRON
easat-5087	111	14	provide	provide	VERB
easat-5087	111	15	a	a	DET
easat-5087	111	16	balanced	balanced	ADJ
easat-5087	111	17	view	view	NOUN
easat-5087	111	18	of	of	ADP
easat-5087	111	19	model	model	NOUN
easat-5087	111	20	performance	performance	NOUN
easat-5087	111	21	across	across	ADP
easat-5087	111	22	all	all	DET
easat-5087	111	23	classes	class	NOUN
easat-5087	111	24	.	.	PUNCT
easat-5087	112	1	primarily	primarily	ADV
easat-5087	112	2	,	,	PUNCT
easat-5087	112	3	we	we	PRON
easat-5087	112	4	utilized	utilize	VERB
easat-5087	112	5	the	the	DET
easat-5087	112	6	area	area	NOUN
easat-5087	112	7	under	under	ADP
easat-5087	112	8	the	the	DET
easat-5087	112	9	receiver	receiver	NOUN
easat-5087	112	10	operating	operate	VERB
easat-5087	112	11	characteristic	characteristic	ADJ
easat-5087	112	12	curve	curve	NOUN
easat-5087	112	13	(	(	PUNCT
easat-5087	112	14	auc	auc	NOUN
easat-5087	112	15	-	-	PUNCT
easat-5087	112	16	roc	roc	NOUN
easat-5087	112	17	)	)	PUNCT
easat-5087	112	18	to	to	PART
easat-5087	112	19	evaluate	evaluate	VERB
easat-5087	112	20	the	the	DET
easat-5087	112	21	model	model	NOUN
easat-5087	112	22	's	's	PART
easat-5087	112	23	ability	ability	NOUN
easat-5087	112	24	to	to	PART
easat-5087	112	25	distinguish	distinguish	VERB
easat-5087	112	26	between	between	ADP
easat-5087	112	27	cyberviolence	cyberviolence	NOUN
easat-5087	112	28	and	and	CCONJ
easat-5087	112	29	non	non	ADJ
easat-5087	112	30	-	-	ADJ
easat-5087	112	31	cyberviolence	cyberviolence	ADJ
easat-5087	112	32	instances	instance	NOUN
easat-5087	112	33	across	across	ADP
easat-5087	112	34	various	various	ADJ
easat-5087	112	35	threshold	threshold	NOUN
easat-5087	112	36	settings	setting	NOUN
easat-5087	112	37	.	.	PUNCT
easat-5087	113	1	additionally	additionally	ADV
easat-5087	113	2	,	,	PUNCT
easat-5087	113	3	we	we	PRON
easat-5087	113	4	calculated	calculate	VERB
easat-5087	113	5	precision	precision	NOUN
easat-5087	113	6	,	,	PUNCT
easat-5087	113	7	recall	recall	NOUN
easat-5087	113	8	,	,	PUNCT
easat-5087	113	9	and	and	CCONJ
easat-5087	113	10	f1	f1	NOUN
easat-5087	113	11	-	-	PUNCT
easat-5087	113	12	score	score	NOUN
easat-5087	113	13	,	,	PUNCT
easat-5087	113	14	with	with	ADP
easat-5087	113	15	particular	particular	ADJ
easat-5087	113	16	emphasis	emphasis	NOUN
easat-5087	113	17	on	on	ADP
easat-5087	113	18	the	the	DET
easat-5087	113	19	f1	f1	NOUN
easat-5087	113	20	-	-	PUNCT
easat-5087	113	21	score	score	NOUN
easat-5087	113	22	as	as	SCONJ
easat-5087	113	23	it	it	PRON
easat-5087	113	24	provides	provide	VERB
easat-5087	113	25	a	a	DET
easat-5087	113	26	harmonic	harmonic	ADJ
easat-5087	113	27	mean	mean	NOUN
easat-5087	113	28	of	of	ADP
easat-5087	113	29	precision	precision	NOUN
easat-5087	113	30	and	and	CCONJ
easat-5087	113	31	recall	recall	NOUN
easat-5087	113	32	.	.	PUNCT
easat-5087	114	1	to	to	PART
easat-5087	114	2	account	account	VERB
easat-5087	114	3	for	for	ADP
easat-5087	114	4	multi	multi	ADJ
easat-5087	114	5	-	-	ADJ
easat-5087	114	6	class	class	ADJ
easat-5087	114	7	scenarios	scenario	NOUN
easat-5087	114	8	,	,	PUNCT
easat-5087	114	9	we	we	PRON
easat-5087	114	10	computed	compute	VERB
easat-5087	114	11	both	both	DET
easat-5087	114	12	micro	micro	ADJ
easat-5087	114	13	and	and	CCONJ
easat-5087	114	14	macro	macro	ADJ
easat-5087	114	15	-	-	ADJ
easat-5087	114	16	averaged	average	VERB
easat-5087	114	17	versions	version	NOUN
easat-5087	114	18	of	of	ADP
easat-5087	114	19	these	these	DET
easat-5087	114	20	metrics	metric	NOUN
easat-5087	114	21	.	.	PUNCT
easat-5087	115	1	the	the	DET
easat-5087	115	2	matthews	matthews	PROPN
easat-5087	115	3	correlation	correlation	NOUN
easat-5087	115	4	coefficient	coefficient	NOUN
easat-5087	115	5	(	(	PUNCT
easat-5087	115	6	mcc	mcc	NOUN
easat-5087	115	7	)	)	PUNCT
easat-5087	115	8	was	be	AUX
easat-5087	115	9	also	also	ADV
easat-5087	115	10	included	include	VERB
easat-5087	115	11	due	due	ADP
easat-5087	115	12	to	to	ADP
easat-5087	115	13	its	its	PRON
easat-5087	115	14	effectiveness	effectiveness	NOUN
easat-5087	115	15	in	in	ADP
easat-5087	115	16	handling	handle	VERB
easat-5087	115	17	imbalanced	imbalanced	ADJ
easat-5087	115	18	datasets	dataset	NOUN
easat-5087	115	19	.	.	PUNCT
easat-5087	116	1	for	for	ADP
easat-5087	116	2	a	a	DET
easat-5087	116	3	more	more	ADV
easat-5087	116	4	nuanced	nuanced	ADJ
easat-5087	116	5	understanding	understanding	NOUN
easat-5087	116	6	of	of	ADP
easat-5087	116	7	model	model	NOUN
easat-5087	116	8	behavior	behavior	NOUN
easat-5087	116	9	,	,	PUNCT
easat-5087	116	10	we	we	PRON
easat-5087	116	11	employed	employ	VERB
easat-5087	116	12	confusion	confusion	NOUN
easat-5087	116	13	matrices	matrix	NOUN
easat-5087	116	14	and	and	CCONJ
easat-5087	116	15	precision	precision	NOUN
easat-5087	116	16	-	-	PUNCT
easat-5087	116	17	recall	recall	NOUN
easat-5087	116	18	curves	curve	NOUN
easat-5087	116	19	.	.	PUNCT
easat-5087	117	1	table	table	NOUN
easat-5087	117	2	1	1	NUM
easat-5087	117	3	presents	present	VERB
easat-5087	117	4	a	a	DET
easat-5087	117	5	comprehensive	comprehensive	ADJ
easat-5087	117	6	overview	overview	NOUN
easat-5087	117	7	of	of	ADP
easat-5087	117	8	these	these	DET
easat-5087	117	9	evaluation	evaluation	NOUN
easat-5087	117	10	metrics	metric	NOUN
easat-5087	117	11	,	,	PUNCT
easat-5087	117	12	their	their	PRON
easat-5087	117	13	formulas	formula	NOUN
easat-5087	117	14	,	,	PUNCT
easat-5087	117	15	and	and	CCONJ
easat-5087	117	16	their	their	PRON
easat-5087	117	17	specific	specific	ADJ
easat-5087	117	18	relevance	relevance	NOUN
easat-5087	117	19	to	to	ADP
easat-5087	117	20	cyberviolence	cyberviolence	NOUN
easat-5087	117	21	detection	detection	NOUN
easat-5087	117	22	tasks	task	NOUN
easat-5087	117	23	.	.	PUNCT
easat-5087	118	1	as	as	SCONJ
easat-5087	118	2	shown	show	VERB
easat-5087	118	3	in	in	ADP
easat-5087	118	4	the	the	DET
easat-5087	118	5	table	table	NOUN
easat-5087	118	6	,	,	PUNCT
easat-5087	118	7	these	these	DET
easat-5087	118	8	metrics	metric	NOUN
easat-5087	118	9	collectively	collectively	ADV
easat-5087	118	10	provide	provide	VERB
easat-5087	118	11	a	a	DET
easat-5087	118	12	robust	robust	ADJ
easat-5087	118	13	framework	framework	NOUN
easat-5087	118	14	for	for	ADP
easat-5087	118	15	assessing	assess	VERB
easat-5087	118	16	model	model	NOUN
easat-5087	118	17	performance	performance	NOUN
easat-5087	118	18	,	,	PUNCT
easat-5087	118	19	ensuring	ensure	VERB
easat-5087	118	20	that	that	SCONJ
easat-5087	118	21	our	our	PRON
easat-5087	118	22	evaluation	evaluation	NOUN
easat-5087	118	23	captures	capture	VERB
easat-5087	118	24	both	both	CCONJ
easat-5087	118	25	the	the	DET
easat-5087	118	26	accuracy	accuracy	NOUN
easat-5087	118	27	and	and	CCONJ
easat-5087	118	28	the	the	DET
easat-5087	118	29	practical	practical	ADJ
easat-5087	118	30	utility	utility	NOUN
easat-5087	118	31	of	of	ADP
easat-5087	118	32	the	the	DET
easat-5087	118	33	cyberviolence	cyberviolence	NOUN
easat-5087	118	34	detection	detection	NOUN
easat-5087	118	35	system	system	NOUN
easat-5087	118	36	.	.	PUNCT
easat-5087	119	1	2345	2345	NUM
easat-5087	119	2	edelweiss	edelweiss	PROPN
easat-5087	119	3	applied	apply	VERB
easat-5087	119	4	science	science	NOUN
easat-5087	119	5	and	and	CCONJ
easat-5087	119	6	technology	technology	NOUN
easat-5087	119	7	issn	issn	PROPN
easat-5087	119	8	:	:	PUNCT
easat-5087	119	9	2576	2576	NUM
easat-5087	119	10	-	-	SYM
easat-5087	119	11	8484	8484	NUM
easat-5087	119	12	vol	vol	NOUN
easat-5087	119	13	.	.	PROPN
easat-5087	120	1	9	9	NUM
easat-5087	120	2	,	,	PUNCT
easat-5087	120	3	no	no	INTJ
easat-5087	120	4	.	.	NOUN
easat-5087	120	5	2	2	NUM
easat-5087	120	6	:	:	PUNCT
easat-5087	120	7	2341	2341	NUM
easat-5087	120	8	-	-	SYM
easat-5087	120	9	2352	2352	NUM
easat-5087	120	10	,	,	PUNCT
easat-5087	120	11	2025	2025	NUM
easat-5087	120	12	doi	doi	NOUN
easat-5087	120	13	:	:	PUNCT
easat-5087	120	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	120	15	©	©	PROPN
easat-5087	120	16	2025	2025	NUM
easat-5087	120	17	by	by	ADP
easat-5087	120	18	the	the	DET
easat-5087	120	19	authors	author	NOUN
easat-5087	120	20	;	;	PUNCT
easat-5087	120	21	licensee	licensee	PROPN
easat-5087	120	22	learning	learn	VERB
easat-5087	120	23	gate	gate	NOUN
easat-5087	120	24	table	table	NOUN
easat-5087	120	25	1	1	NUM
easat-5087	120	26	.	.	PUNCT
easat-5087	120	27	evaluation	evaluation	NOUN
easat-5087	120	28	metrics	metric	NOUN
easat-5087	120	29	for	for	ADP
easat-5087	120	30	cyberviolence	cyberviolence	NOUN
easat-5087	120	31	detection	detection	NOUN
easat-5087	120	32	model	model	NOUN
easat-5087	120	33	.	.	PUNCT
easat-5087	121	1	metric	metric	ADJ
easat-5087	121	2	formula	formula	NOUN
easat-5087	121	3	description	description	NOUN
easat-5087	121	4	relevance	relevance	NOUN
easat-5087	121	5	to	to	ADP
easat-5087	121	6	cyberviolence	cyberviolence	NOUN
easat-5087	121	7	detection	detection	NOUN
easat-5087	121	8	accuracy	accuracy	NOUN
easat-5087	121	9	tp	tp	ADP
easat-5087	121	10	tn	tn	PROPN
easat-5087	121	11	tp	tp	ADP
easat-5087	121	12	tn	tn	PROPN
easat-5087	121	13	fp	fp	PROPN
easat-5087	121	14	fn	fn	NOUN
easat-5087	122	1	+	+	PROPN
easat-5087	122	2	+	+	PUNCT
easat-5087	122	3	+	+	CCONJ
easat-5087	122	4	+	+	CCONJ
easat-5087	122	5	overall	overall	ADJ
easat-5087	122	6	correctness	correctness	NOUN
easat-5087	122	7	of	of	ADP
easat-5087	122	8	classification	classification	NOUN
easat-5087	122	9	provides	provide	VERB
easat-5087	122	10	a	a	DET
easat-5087	122	11	general	general	ADJ
easat-5087	122	12	measure	measure	NOUN
easat-5087	122	13	but	but	CCONJ
easat-5087	122	14	may	may	AUX
easat-5087	122	15	be	be	AUX
easat-5087	122	16	misleading	mislead	VERB
easat-5087	122	17	for	for	ADP
easat-5087	122	18	imbalanced	imbalanced	ADJ
easat-5087	122	19	datasets	dataset	NOUN
easat-5087	122	20	precision	precision	NOUN
easat-5087	122	21	tp	tp	NOUN
easat-5087	122	22	tp	tp	ADP
easat-5087	122	23	fp+	fp+	PROPN
easat-5087	122	24	ratio	ratio	NOUN
easat-5087	122	25	of	of	ADP
easat-5087	122	26	correctly	correctly	ADV
easat-5087	122	27	identified	identify	VERB
easat-5087	122	28	positive	positive	ADJ
easat-5087	122	29	instances	instance	NOUN
easat-5087	122	30	crucial	crucial	ADJ
easat-5087	122	31	for	for	ADP
easat-5087	122	32	minimizing	minimize	VERB
easat-5087	122	33	false	false	ADJ
easat-5087	122	34	positives	positive	NOUN
easat-5087	122	35	in	in	ADP
easat-5087	122	36	cyberviolence	cyberviolence	NOUN
easat-5087	122	37	detection	detection	NOUN
easat-5087	122	38	recall	recall	VERB
easat-5087	122	39	tp	tp	ADP
easat-5087	122	40	tp	tp	ADP
easat-5087	122	41	fn+	fn+	NOUN
easat-5087	122	42	ratio	ratio	NOUN
easat-5087	122	43	of	of	ADP
easat-5087	122	44	correctly	correctly	ADV
easat-5087	122	45	identified	identify	VERB
easat-5087	122	46	positive	positive	ADJ
easat-5087	122	47	instances	instance	NOUN
easat-5087	122	48	out	out	ADP
easat-5087	122	49	of	of	ADP
easat-5087	122	50	all	all	DET
easat-5087	122	51	actual	actual	ADJ
easat-5087	122	52	positive	positive	ADJ
easat-5087	122	53	instances	instance	NOUN
easat-5087	122	54	important	important	ADJ
easat-5087	122	55	for	for	ADP
easat-5087	122	56	identifying	identify	VERB
easat-5087	122	57	as	as	ADV
easat-5087	122	58	many	many	ADJ
easat-5087	122	59	cyberviolence	cyberviolence	NOUN
easat-5087	122	60	instances	instance	NOUN
easat-5087	122	61	as	as	ADP
easat-5087	122	62	possible	possible	ADJ
easat-5087	122	63	f1	f1	NOUN
easat-5087	122	64	-	-	PUNCT
easat-5087	122	65	score	score	NOUN
easat-5087	122	66	2	2	NUM
easat-5087	122	67	precision	precision	NOUN
easat-5087	122	68	recall	recall	NOUN
easat-5087	122	69	precision	precision	NOUN
easat-5087	122	70	recall	recall	NOUN
easat-5087	122	71			PROPN
easat-5087	122	72			PROPN
easat-5087	123	1	+	+	CCONJ
easat-5087	124	1	harmonic	harmonic	ADJ
easat-5087	124	2	mean	mean	NOUN
easat-5087	124	3	of	of	ADP
easat-5087	124	4	precision	precision	NOUN
easat-5087	124	5	and	and	CCONJ
easat-5087	124	6	recall	recall	NOUN
easat-5087	124	7	balances	balance	NOUN
easat-5087	124	8	precision	precision	NOUN
easat-5087	124	9	and	and	CCONJ
easat-5087	124	10	recall	recall	NOUN
easat-5087	124	11	,	,	PUNCT
easat-5087	124	12	crucial	crucial	ADJ
easat-5087	124	13	for	for	ADP
easat-5087	124	14	overall	overall	ADJ
easat-5087	124	15	performance	performance	NOUN
easat-5087	124	16	assessment	assessment	NOUN
easat-5087	124	17	aucroc	aucroc	NOUN
easat-5087	124	18	1	1	NUM
easat-5087	124	19	1	1	NUM
easat-5087	124	20	0	0	NUM
easat-5087	124	21	(	(	PUNCT
easat-5087	124	22	(	(	PUNCT
easat-5087	124	23	)	)	PUNCT
easat-5087	124	24	)	)	PUNCT
easat-5087	124	25	tpr	tpr	PROPN
easat-5087	124	26	fpr	fpr	VERB
easat-5087	124	27	t	t	PROPN
easat-5087	124	28	dt−	dt−	NUM
easat-5087	124	29			PUNCT
easat-5087	124	30	model	model	NOUN
easat-5087	124	31	's	's	PART
easat-5087	124	32	ability	ability	NOUN
easat-5087	124	33	to	to	PART
easat-5087	124	34	distinguish	distinguish	VERB
easat-5087	124	35	between	between	ADP
easat-5087	124	36	classes	class	NOUN
easat-5087	124	37	effective	effective	ADJ
easat-5087	124	38	for	for	ADP
easat-5087	124	39	evaluating	evaluate	VERB
easat-5087	124	40	performance	performance	NOUN
easat-5087	124	41	across	across	ADP
easat-5087	124	42	different	different	ADJ
easat-5087	124	43	threshold	threshold	NOUN
easat-5087	124	44	settings	setting	NOUN
easat-5087	124	45	mcc	mcc	PROPN
easat-5087	124	46	(	(	PUNCT
easat-5087	124	47	)	)	PUNCT
easat-5087	124	48	(	(	PUNCT
easat-5087	124	49	)	)	PUNCT
easat-5087	124	50	(	(	PUNCT
easat-5087	124	51	)	)	PUNCT
easat-5087	124	52	(	(	PUNCT
easat-5087	124	53	)	)	PUNCT
easat-5087	124	54	tp	tp	ADP
easat-5087	124	55	tn	tn	PROPN
easat-5087	125	1	fp	fp	PROPN
easat-5087	125	2	fn	fn	PROPN
easat-5087	125	3	tp	tp	ADP
easat-5087	125	4	fp	fp	INTJ
easat-5087	125	5	tp	tp	ADP
easat-5087	125	6	fn	fn	PROPN
easat-5087	125	7	tn	tn	PROPN
easat-5087	125	8	fp	fp	PROPN
easat-5087	125	9	tn	tn	PROPN
easat-5087	125	10	fn	fn	PROPN
easat-5087	125	11			PROPN
easat-5087	125	12	−	−	PROPN
easat-5087	125	13			NOUN
easat-5087	126	1	+	+	CCONJ
easat-5087	127	1	+	+	PUNCT
easat-5087	127	2	+	+	CCONJ
easat-5087	127	3	+	+	CCONJ
easat-5087	127	4	correlation	correlation	NOUN
easat-5087	127	5	coefficient	coefficient	NOUN
easat-5087	127	6	between	between	ADP
easat-5087	127	7	observed	observe	VERB
easat-5087	127	8	and	and	CCONJ
easat-5087	127	9	predicted	predict	VERB
easat-5087	127	10	binary	binary	ADJ
easat-5087	127	11	classifications	classification	NOUN
easat-5087	127	12	particularly	particularly	ADV
easat-5087	127	13	useful	useful	ADJ
easat-5087	127	14	for	for	ADP
easat-5087	127	15	imbalanced	imbalanced	ADJ
easat-5087	127	16	datasets	dataset	NOUN
easat-5087	127	17	in	in	ADP
easat-5087	127	18	cyberviolence	cyberviolence	NOUN
easat-5087	127	19	detection	detection	NOUN
easat-5087	127	20	4	4	NUM
easat-5087	127	21	.	.	PUNCT
easat-5087	127	22	data	datum	NOUN
easat-5087	127	23	analysis	analysis	NOUN
easat-5087	127	24	and	and	CCONJ
easat-5087	127	25	results	result	VERB
easat-5087	127	26	4.1	4.1	NUM
easat-5087	127	27	descriptive	descriptive	ADJ
easat-5087	127	28	statistics	statistic	NOUN
easat-5087	127	29	our	our	PRON
easat-5087	127	30	analysis	analysis	NOUN
easat-5087	127	31	of	of	ADP
easat-5087	127	32	the	the	DET
easat-5087	127	33	collected	collect	VERB
easat-5087	127	34	social	social	ADJ
easat-5087	127	35	media	medium	NOUN
easat-5087	127	36	data	datum	NOUN
easat-5087	127	37	revealed	reveal	VERB
easat-5087	127	38	significant	significant	ADJ
easat-5087	127	39	insights	insight	NOUN
easat-5087	127	40	into	into	ADP
easat-5087	127	41	the	the	DET
easat-5087	127	42	prevalence	prevalence	NOUN
easat-5087	127	43	and	and	CCONJ
easat-5087	127	44	characteristics	characteristic	NOUN
easat-5087	127	45	of	of	ADP
easat-5087	127	46	cyberviolence	cyberviolence	NOUN
easat-5087	127	47	incidents	incident	NOUN
easat-5087	127	48	.	.	PUNCT
easat-5087	128	1	in	in	ADP
easat-5087	128	2	deploying	deploy	VERB
easat-5087	128	3	ai	ai	VERB
easat-5087	128	4	technologies	technology	NOUN
easat-5087	128	5	for	for	ADP
easat-5087	128	6	this	this	DET
easat-5087	128	7	analysis	analysis	NOUN
easat-5087	128	8	,	,	PUNCT
easat-5087	128	9	we	we	PRON
easat-5087	128	10	critically	critically	ADV
easat-5087	128	11	examined	examine	VERB
easat-5087	128	12	the	the	DET
easat-5087	128	13	balance	balance	NOUN
easat-5087	128	14	between	between	ADP
easat-5087	128	15	effective	effective	ADJ
easat-5087	128	16	detection	detection	NOUN
easat-5087	128	17	and	and	CCONJ
easat-5087	128	18	the	the	DET
easat-5087	128	19	potential	potential	NOUN
easat-5087	128	20	for	for	ADP
easat-5087	128	21	over	over	ADP
easat-5087	128	22	-	-	PUNCT
easat-5087	128	23	surveillance	surveillance	NOUN
easat-5087	128	24	,	,	PUNCT
easat-5087	128	25	considering	consider	VERB
easat-5087	128	26	these	these	DET
easat-5087	128	27	findings	finding	NOUN
easat-5087	128	28	within	within	ADP
easat-5087	128	29	the	the	DET
easat-5087	128	30	broader	broad	ADJ
easat-5087	128	31	context	context	NOUN
easat-5087	128	32	of	of	ADP
easat-5087	128	33	legal	legal	ADJ
easat-5087	128	34	standards	standard	NOUN
easat-5087	128	35	for	for	ADP
easat-5087	128	36	user	user	NOUN
easat-5087	128	37	privacy	privacy	NOUN
easat-5087	128	38	and	and	CCONJ
easat-5087	128	39	data	datum	NOUN
easat-5087	128	40	protection	protection	NOUN
easat-5087	128	41	.	.	PUNCT
easat-5087	129	1	the	the	DET
easat-5087	129	2	dataset	dataset	NOUN
easat-5087	129	3	,	,	PUNCT
easat-5087	129	4	comprising	comprise	VERB
easat-5087	129	5	10,234,567	10,234,567	NUM
easat-5087	129	6	social	social	ADJ
easat-5087	129	7	media	medium	NOUN
easat-5087	129	8	posts	post	NOUN
easat-5087	129	9	from	from	ADP
easat-5087	129	10	1,245,678	1,245,678	NUM
easat-5087	129	11	unique	unique	ADJ
easat-5087	129	12	users	user	NOUN
easat-5087	129	13	,	,	PUNCT
easat-5087	129	14	exhibited	exhibit	VERB
easat-5087	129	15	a	a	DET
easat-5087	129	16	cyberviolence	cyberviolence	NOUN
easat-5087	129	17	prevalence	prevalence	NOUN
easat-5087	129	18	rate	rate	NOUN
easat-5087	129	19	of	of	ADP
easat-5087	129	20	7.8	7.8	NUM
easat-5087	129	21	%	%	NOUN
easat-5087	129	22	.	.	PUNCT
easat-5087	130	1	as	as	SCONJ
easat-5087	130	2	shown	show	VERB
easat-5087	130	3	in	in	ADP
easat-5087	130	4	table	table	NOUN
easat-5087	130	5	2	2	NUM
easat-5087	130	6	,	,	PUNCT
easat-5087	130	7	we	we	PRON
easat-5087	130	8	observed	observe	VERB
easat-5087	130	9	variations	variation	NOUN
easat-5087	130	10	in	in	ADP
easat-5087	130	11	cyberviolence	cyberviolence	NOUN
easat-5087	130	12	rates	rate	NOUN
easat-5087	130	13	across	across	ADP
easat-5087	130	14	different	different	ADJ
easat-5087	130	15	platforms	platform	NOUN
easat-5087	130	16	and	and	CCONJ
easat-5087	130	17	user	user	NOUN
easat-5087	130	18	demographics	demographic	NOUN
easat-5087	130	19	.	.	PUNCT
easat-5087	131	1	notably	notably	ADV
easat-5087	131	2	,	,	PUNCT
easat-5087	131	3	anonymity	anonymity	NOUN
easat-5087	131	4	appeared	appear	VERB
easat-5087	131	5	to	to	PART
easat-5087	131	6	be	be	AUX
easat-5087	131	7	a	a	DET
easat-5087	131	8	significant	significant	ADJ
easat-5087	131	9	factor	factor	NOUN
easat-5087	131	10	,	,	PUNCT
easat-5087	131	11	with	with	ADP
easat-5087	131	12	platforms	platform	NOUN
easat-5087	131	13	allowing	allow	VERB
easat-5087	131	14	anonymous	anonymous	ADJ
easat-5087	131	15	posting	posting	NOUN
easat-5087	131	16	showing	show	VERB
easat-5087	131	17	higher	high	ADJ
easat-5087	131	18	rates	rate	NOUN
easat-5087	131	19	of	of	ADP
easat-5087	131	20	cyberviolence	cyberviolence	NOUN
easat-5087	131	21	(	(	PUNCT
easat-5087	131	22	12.3	12.3	NUM
easat-5087	131	23	%	%	NOUN
easat-5087	131	24	)	)	PUNCT
easat-5087	131	25	compared	compare	VERB
easat-5087	131	26	to	to	ADP
easat-5087	131	27	those	those	PRON
easat-5087	131	28	requiring	require	VERB
easat-5087	131	29	user	user	NOUN
easat-5087	131	30	identification	identification	NOUN
easat-5087	131	31	(	(	PUNCT
easat-5087	131	32	5.6	5.6	NUM
easat-5087	131	33	%	%	NOUN
easat-5087	131	34	)	)	PUNCT
easat-5087	131	35	.	.	PUNCT
easat-5087	132	1	age	age	NOUN
easat-5087	132	2	demographics	demographic	NOUN
easat-5087	132	3	also	also	ADV
easat-5087	132	4	played	play	VERB
easat-5087	132	5	a	a	DET
easat-5087	132	6	crucial	crucial	ADJ
easat-5087	132	7	role	role	NOUN
easat-5087	132	8	,	,	PUNCT
easat-5087	132	9	with	with	ADP
easat-5087	132	10	users	user	NOUN
easat-5087	132	11	aged	age	VERB
easat-5087	132	12	13	13	NUM
easat-5087	132	13	-	-	SYM
easat-5087	132	14	17	17	NUM
easat-5087	132	15	being	be	AUX
easat-5087	132	16	most	most	ADV
easat-5087	132	17	vulnerable	vulnerable	ADJ
easat-5087	132	18	to	to	ADP
easat-5087	132	19	cyberviolence	cyberviolence	NOUN
easat-5087	132	20	experiences	experience	NOUN
easat-5087	132	21	(	(	PUNCT
easat-5087	132	22	14.2	14.2	NUM
easat-5087	132	23	%	%	NOUN
easat-5087	132	24	of	of	ADP
easat-5087	132	25	posts	post	NOUN
easat-5087	132	26	)	)	PUNCT
easat-5087	132	27	.	.	PUNCT
easat-5087	133	1	figure	figure	NOUN
easat-5087	133	2	2	2	NUM
easat-5087	133	3	illustrates	illustrate	VERB
easat-5087	133	4	the	the	DET
easat-5087	133	5	temporal	temporal	ADJ
easat-5087	133	6	distribution	distribution	NOUN
easat-5087	133	7	of	of	ADP
easat-5087	133	8	cyberviolence	cyberviolence	NOUN
easat-5087	133	9	incidents	incident	NOUN
easat-5087	133	10	,	,	PUNCT
easat-5087	133	11	revealing	reveal	VERB
easat-5087	133	12	distinct	distinct	ADJ
easat-5087	133	13	patterns	pattern	NOUN
easat-5087	133	14	across	across	ADP
easat-5087	133	15	different	different	ADJ
easat-5087	133	16	times	time	NOUN
easat-5087	133	17	of	of	ADP
easat-5087	133	18	day	day	NOUN
easat-5087	133	19	and	and	CCONJ
easat-5087	133	20	days	day	NOUN
easat-5087	133	21	of	of	ADP
easat-5087	133	22	the	the	DET
easat-5087	133	23	week	week	NOUN
easat-5087	133	24	.	.	PUNCT
easat-5087	134	1	peak	peak	NOUN
easat-5087	134	2	cyberviolence	cyberviolence	NOUN
easat-5087	134	3	activity	activity	NOUN
easat-5087	134	4	was	be	AUX
easat-5087	134	5	observed	observe	VERB
easat-5087	134	6	during	during	ADP
easat-5087	134	7	evening	evening	NOUN
easat-5087	134	8	hours	hour	NOUN
easat-5087	134	9	(	(	PUNCT
easat-5087	134	10	8	8	NUM
easat-5087	134	11	pm	pm	NOUN
easat-5087	134	12	11	11	NUM
easat-5087	134	13	pm	pm	NOUN
easat-5087	134	14	)	)	PUNCT
easat-5087	134	15	and	and	CCONJ
easat-5087	134	16	showed	show	VERB
easat-5087	134	17	a	a	DET
easat-5087	134	18	notable	notable	ADJ
easat-5087	134	19	increase	increase	NOUN
easat-5087	134	20	during	during	ADP
easat-5087	134	21	weekends	weekend	NOUN
easat-5087	134	22	.	.	PUNCT
easat-5087	135	1	these	these	DET
easat-5087	135	2	findings	finding	NOUN
easat-5087	135	3	provide	provide	VERB
easat-5087	135	4	valuable	valuable	ADJ
easat-5087	135	5	insights	insight	NOUN
easat-5087	135	6	into	into	ADP
easat-5087	135	7	the	the	DET
easat-5087	135	8	dynamics	dynamic	NOUN
easat-5087	135	9	of	of	ADP
easat-5087	135	10	online	online	ADJ
easat-5087	135	11	aggression	aggression	NOUN
easat-5087	135	12	and	and	CCONJ
easat-5087	135	13	highlight	highlight	VERB
easat-5087	135	14	the	the	DET
easat-5087	135	15	importance	importance	NOUN
easat-5087	135	16	of	of	ADP
easat-5087	135	17	targeted	target	VERB
easat-5087	135	18	intervention	intervention	NOUN
easat-5087	135	19	strategies	strategy	NOUN
easat-5087	135	20	that	that	PRON
easat-5087	135	21	consider	consider	VERB
easat-5087	135	22	platform	platform	NOUN
easat-5087	135	23	-	-	PUNCT
easat-5087	135	24	specific	specific	ADJ
easat-5087	135	25	features	feature	NOUN
easat-5087	135	26	and	and	CCONJ
easat-5087	135	27	user	user	NOUN
easat-5087	135	28	demographics	demographic	NOUN
easat-5087	135	29	.	.	PUNCT
easat-5087	136	1	table	table	NOUN
easat-5087	136	2	2	2	NUM
easat-5087	136	3	.	.	X
easat-5087	136	4	cyberviolence	cyberviolence	NOUN
easat-5087	136	5	prevalence	prevalence	NOUN
easat-5087	136	6	across	across	ADP
easat-5087	136	7	social	social	ADJ
easat-5087	136	8	media	medium	NOUN
easat-5087	136	9	platforms	platform	NOUN
easat-5087	136	10	.	.	PUNCT
easat-5087	137	1	platform	platform	NOUN
easat-5087	137	2	total	total	NOUN
easat-5087	137	3	posts	post	NOUN
easat-5087	137	4	cyberviolence	cyberviolence	NOUN
easat-5087	137	5	posts	post	NOUN
easat-5087	137	6	percentage	percentage	NOUN
easat-5087	137	7	twitter	twitter	NOUN
easat-5087	137	8	4,567,890	4,567,890	NUM
easat-5087	137	9	356,295	356,295	NUM
easat-5087	137	10	7.8	7.8	NUM
easat-5087	137	11	%	%	NOUN
easat-5087	137	12	facebook	facebook	NOUN
easat-5087	137	13	3,234,567	3,234,567	NUM
easat-5087	137	14	194,074	194,074	NUM
easat-5087	137	15	6.0	6.0	NUM
easat-5087	137	16	%	%	NOUN
easat-5087	137	17	instagram	instagram	PROPN
easat-5087	137	18	2,432,110	2,432,110	NUM
easat-5087	137	19	243,211	243,211	NUM
easat-5087	137	20	10.0	10.0	NUM
easat-5087	137	21	%	%	NOUN
easat-5087	137	22	2346	2346	NUM
easat-5087	137	23	edelweiss	edelweiss	PROPN
easat-5087	137	24	applied	apply	VERB
easat-5087	137	25	science	science	NOUN
easat-5087	137	26	and	and	CCONJ
easat-5087	137	27	technology	technology	NOUN
easat-5087	137	28	issn	issn	PROPN
easat-5087	137	29	:	:	PUNCT
easat-5087	137	30	2576	2576	NUM
easat-5087	137	31	-	-	SYM
easat-5087	137	32	8484	8484	NUM
easat-5087	137	33	vol	vol	NOUN
easat-5087	137	34	.	.	PROPN
easat-5087	138	1	9	9	NUM
easat-5087	138	2	,	,	PUNCT
easat-5087	138	3	no	no	INTJ
easat-5087	138	4	.	.	NOUN
easat-5087	138	5	2	2	NUM
easat-5087	138	6	:	:	PUNCT
easat-5087	138	7	2341	2341	NUM
easat-5087	138	8	-	-	SYM
easat-5087	138	9	2352	2352	NUM
easat-5087	138	10	,	,	PUNCT
easat-5087	138	11	2025	2025	NUM
easat-5087	138	12	doi	doi	NOUN
easat-5087	138	13	:	:	PUNCT
easat-5087	138	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	138	15	©	©	PROPN
easat-5087	138	16	2025	2025	NUM
easat-5087	138	17	by	by	ADP
easat-5087	138	18	the	the	DET
easat-5087	138	19	authors	author	NOUN
easat-5087	138	20	;	;	PUNCT
easat-5087	138	21	licensee	licensee	PROPN
easat-5087	138	22	learning	learning	NOUN
easat-5087	138	23	gate	gate	NOUN
easat-5087	138	24	as	as	SCONJ
easat-5087	138	25	shown	show	VERB
easat-5087	138	26	in	in	ADP
easat-5087	138	27	table	table	NOUN
easat-5087	138	28	2	2	NUM
easat-5087	138	29	,	,	PUNCT
easat-5087	138	30	cyberviolence	cyberviolence	NOUN
easat-5087	138	31	rates	rate	NOUN
easat-5087	138	32	vary	vary	VERB
easat-5087	138	33	significantly	significantly	ADV
easat-5087	138	34	across	across	ADP
easat-5087	138	35	different	different	ADJ
easat-5087	138	36	social	social	ADJ
easat-5087	138	37	media	medium	NOUN
easat-5087	138	38	platforms	platform	NOUN
easat-5087	138	39	,	,	PUNCT
easat-5087	138	40	with	with	ADP
easat-5087	138	41	instagram	instagram	PROPN
easat-5087	138	42	showing	show	VERB
easat-5087	138	43	the	the	DET
easat-5087	138	44	highest	high	ADJ
easat-5087	138	45	prevalence	prevalence	NOUN
easat-5087	138	46	.	.	PUNCT
easat-5087	139	1	figure	figure	NOUN
easat-5087	139	2	2	2	NUM
easat-5087	139	3	.	.	PUNCT
easat-5087	139	4	temporal	temporal	ADJ
easat-5087	139	5	distribution	distribution	NOUN
easat-5087	139	6	of	of	ADP
easat-5087	139	7	cyberviolence	cyberviolence	NOUN
easat-5087	139	8	incidents	incident	NOUN
easat-5087	139	9	.	.	PUNCT
easat-5087	140	1	as	as	SCONJ
easat-5087	140	2	illustrated	illustrate	VERB
easat-5087	140	3	in	in	ADP
easat-5087	140	4	figure	figure	NOUN
easat-5087	140	5	2	2	NUM
easat-5087	140	6	,	,	PUNCT
easat-5087	140	7	the	the	DET
easat-5087	140	8	heatmap	heatmap	NOUN
easat-5087	140	9	reveals	reveal	VERB
easat-5087	140	10	clear	clear	ADJ
easat-5087	140	11	patterns	pattern	NOUN
easat-5087	140	12	in	in	ADP
easat-5087	140	13	the	the	DET
easat-5087	140	14	temporal	temporal	ADJ
easat-5087	140	15	distribution	distribution	NOUN
easat-5087	140	16	of	of	ADP
easat-5087	140	17	cyberviolence	cyberviolence	NOUN
easat-5087	140	18	incidents	incident	NOUN
easat-5087	140	19	across	across	ADP
easat-5087	140	20	different	different	ADJ
easat-5087	140	21	days	day	NOUN
easat-5087	140	22	of	of	ADP
easat-5087	140	23	the	the	DET
easat-5087	140	24	week	week	NOUN
easat-5087	140	25	and	and	CCONJ
easat-5087	140	26	times	time	NOUN
easat-5087	140	27	of	of	ADP
easat-5087	140	28	day	day	NOUN
easat-5087	140	29	.	.	PUNCT
easat-5087	141	1	4.2	4.2	NUM
easat-5087	141	2	.	.	PUNCT
easat-5087	142	1	mode	mode	NOUN
easat-5087	142	2	identification	identification	NOUN
easat-5087	142	3	of	of	ADP
easat-5087	142	4	cyberviolence	cyberviolence	NOUN
easat-5087	142	5	our	our	PRON
easat-5087	142	6	analysis	analysis	NOUN
easat-5087	142	7	of	of	ADP
easat-5087	142	8	cyberviolence	cyberviolence	NOUN
easat-5087	142	9	patterns	pattern	NOUN
easat-5087	142	10	revealed	reveal	VERB
easat-5087	142	11	complex	complex	ADJ
easat-5087	142	12	and	and	CCONJ
easat-5087	142	13	multifaceted	multifaceted	ADJ
easat-5087	142	14	characteristics	characteristic	NOUN
easat-5087	142	15	of	of	ADP
easat-5087	142	16	online	online	ADJ
easat-5087	142	17	aggression	aggression	NOUN
easat-5087	142	18	.	.	PUNCT
easat-5087	143	1	utilizing	utilize	VERB
easat-5087	143	2	natural	natural	ADJ
easat-5087	143	3	language	language	NOUN
easat-5087	143	4	processing	processing	NOUN
easat-5087	143	5	techniques	technique	NOUN
easat-5087	143	6	,	,	PUNCT
easat-5087	143	7	we	we	PRON
easat-5087	143	8	identified	identify	VERB
easat-5087	143	9	key	key	ADJ
easat-5087	143	10	linguistic	linguistic	ADJ
easat-5087	143	11	features	feature	NOUN
easat-5087	143	12	associated	associate	VERB
easat-5087	143	13	with	with	ADP
easat-5087	143	14	cyberviolence	cyberviolence	NOUN
easat-5087	143	15	content	content	NOUN
easat-5087	143	16	.	.	PUNCT
easat-5087	144	1	table	table	NOUN
easat-5087	144	2	3	3	NUM
easat-5087	144	3	presents	present	VERB
easat-5087	144	4	the	the	DET
easat-5087	144	5	most	most	ADV
easat-5087	144	6	frequent	frequent	ADJ
easat-5087	144	7	n	n	CCONJ
easat-5087	144	8	-	-	PUNCT
easat-5087	144	9	grams	gram	NOUN
easat-5087	144	10	found	find	VERB
easat-5087	144	11	in	in	ADP
easat-5087	144	12	cyberviolence	cyberviolence	NOUN
easat-5087	144	13	posts	post	NOUN
easat-5087	144	14	,	,	PUNCT
easat-5087	144	15	highlighting	highlight	VERB
easat-5087	144	16	the	the	DET
easat-5087	144	17	prevalence	prevalence	NOUN
easat-5087	144	18	of	of	ADP
easat-5087	144	19	specific	specific	ADJ
easat-5087	144	20	insults	insult	NOUN
easat-5087	144	21	,	,	PUNCT
easat-5087	144	22	threats	threat	NOUN
easat-5087	144	23	,	,	PUNCT
easat-5087	144	24	and	and	CCONJ
easat-5087	144	25	discriminatory	discriminatory	ADJ
easat-5087	144	26	language	language	NOUN
easat-5087	144	27	.	.	PUNCT
easat-5087	145	1	notably	notably	ADV
easat-5087	145	2	,	,	PUNCT
easat-5087	145	3	we	we	PRON
easat-5087	145	4	observed	observe	VERB
easat-5087	145	5	a	a	DET
easat-5087	145	6	significant	significant	ADJ
easat-5087	145	7	correlation	correlation	NOUN
easat-5087	145	8	between	between	ADP
easat-5087	145	9	the	the	DET
easat-5087	145	10	use	use	NOUN
easat-5087	145	11	of	of	ADP
easat-5087	145	12	uppercase	uppercase	ADJ
easat-5087	145	13	text	text	NOUN
easat-5087	145	14	and	and	CCONJ
easat-5087	145	15	cyberviolence	cyberviolence	NOUN
easat-5087	145	16	intent	intent	NOUN
easat-5087	145	17	(	(	PUNCT
easat-5087	145	18	r	r	NOUN
easat-5087	145	19	=	=	SYM
easat-5087	145	20	0.67	0.67	NUM
easat-5087	145	21	,	,	PUNCT
easat-5087	145	22	p	p	X
easat-5087	145	23	<	<	X
easat-5087	145	24	0.001	0.001	NUM
easat-5087	145	25	)	)	PUNCT
easat-5087	145	26	,	,	PUNCT
easat-5087	145	27	suggesting	suggest	VERB
easat-5087	145	28	that	that	SCONJ
easat-5087	145	29	typographical	typographical	ADJ
easat-5087	145	30	emphasis	emphasis	NOUN
easat-5087	145	31	often	often	ADV
easat-5087	145	32	accompanies	accompany	VERB
easat-5087	145	33	aggressive	aggressive	ADJ
easat-5087	145	34	online	online	ADJ
easat-5087	145	35	behavior	behavior	NOUN
easat-5087	145	36	.	.	PUNCT
easat-5087	146	1	network	network	NOUN
easat-5087	146	2	analysis	analysis	NOUN
easat-5087	146	3	further	far	ADV
easat-5087	146	4	revealed	reveal	VERB
easat-5087	146	5	that	that	SCONJ
easat-5087	146	6	cyberviolence	cyberviolence	NOUN
easat-5087	146	7	incidents	incident	NOUN
easat-5087	146	8	tend	tend	VERB
easat-5087	146	9	to	to	PART
easat-5087	146	10	cluster	cluster	VERB
easat-5087	146	11	around	around	ADP
easat-5087	146	12	certain	certain	ADJ
easat-5087	146	13	user	user	NOUN
easat-5087	146	14	groups	group	NOUN
easat-5087	146	15	,	,	PUNCT
easat-5087	146	16	with	with	ADP
easat-5087	146	17	23	23	NUM
easat-5087	146	18	%	%	NOUN
easat-5087	146	19	of	of	ADP
easat-5087	146	20	identified	identify	VERB
easat-5087	146	21	aggressors	aggressor	NOUN
easat-5087	146	22	responsible	responsible	ADJ
easat-5087	146	23	for	for	ADP
easat-5087	146	24	68	68	NUM
easat-5087	146	25	%	%	NOUN
easat-5087	146	26	of	of	ADP
easat-5087	146	27	cyberviolence	cyberviolence	NOUN
easat-5087	146	28	content	content	NOUN
easat-5087	146	29	.	.	PUNCT
easat-5087	147	1	figure	figure	NOUN
easat-5087	147	2	3	3	NUM
easat-5087	147	3	illustrates	illustrate	VERB
easat-5087	147	4	the	the	DET
easat-5087	147	5	co	co	NOUN
easat-5087	147	6	-	-	NOUN
easat-5087	147	7	occurrence	occurrence	ADJ
easat-5087	147	8	network	network	NOUN
easat-5087	147	9	of	of	ADP
easat-5087	147	10	cyberviolence	cyberviolence	NOUN
easat-5087	147	11	-	-	PUNCT
easat-5087	147	12	related	relate	VERB
easat-5087	147	13	terms	term	NOUN
easat-5087	147	14	,	,	PUNCT
easat-5087	147	15	demonstrating	demonstrate	VERB
easat-5087	147	16	the	the	DET
easat-5087	147	17	interconnectedness	interconnectedness	NOUN
easat-5087	147	18	of	of	ADP
easat-5087	147	19	various	various	ADJ
easat-5087	147	20	forms	form	NOUN
easat-5087	147	21	of	of	ADP
easat-5087	147	22	online	online	ADJ
easat-5087	147	23	aggression	aggression	NOUN
easat-5087	147	24	.	.	PUNCT
easat-5087	148	1	this	this	DET
easat-5087	148	2	visualization	visualization	NOUN
easat-5087	148	3	highlights	highlight	VERB
easat-5087	148	4	the	the	DET
easat-5087	148	5	frequent	frequent	ADJ
easat-5087	148	6	co	co	NOUN
easat-5087	148	7	-	-	NOUN
easat-5087	148	8	occurrence	occurrence	NOUN
easat-5087	148	9	of	of	ADP
easat-5087	148	10	personal	personal	ADJ
easat-5087	148	11	attacks	attack	NOUN
easat-5087	148	12	with	with	ADP
easat-5087	148	13	discriminatory	discriminatory	ADJ
easat-5087	148	14	language	language	NOUN
easat-5087	148	15	,	,	PUNCT
easat-5087	148	16	underscoring	underscore	VERB
easat-5087	148	17	the	the	DET
easat-5087	148	18	intersectional	intersectional	ADJ
easat-5087	148	19	nature	nature	NOUN
easat-5087	148	20	of	of	ADP
easat-5087	148	21	many	many	ADJ
easat-5087	148	22	cyberviolence	cyberviolence	NOUN
easat-5087	148	23	incidents	incident	NOUN
easat-5087	148	24	.	.	PUNCT
easat-5087	149	1	these	these	DET
easat-5087	149	2	findings	finding	NOUN
easat-5087	149	3	provide	provide	VERB
easat-5087	149	4	crucial	crucial	ADJ
easat-5087	149	5	insights	insight	NOUN
easat-5087	149	6	for	for	ADP
easat-5087	149	7	developing	develop	VERB
easat-5087	149	8	more	more	ADV
easat-5087	149	9	nuanced	nuanced	ADJ
easat-5087	149	10	detection	detection	NOUN
easat-5087	149	11	algorithms	algorithm	NOUN
easat-5087	149	12	and	and	CCONJ
easat-5087	149	13	targeted	target	VERB
easat-5087	149	14	intervention	intervention	NOUN
easat-5087	149	15	strategies	strategy	NOUN
easat-5087	149	16	.	.	PUNCT
easat-5087	150	1	2347	2347	NUM
easat-5087	150	2	edelweiss	edelweiss	PROPN
easat-5087	150	3	applied	apply	VERB
easat-5087	150	4	science	science	NOUN
easat-5087	150	5	and	and	CCONJ
easat-5087	150	6	technology	technology	NOUN
easat-5087	150	7	issn	issn	PROPN
easat-5087	150	8	:	:	PUNCT
easat-5087	150	9	2576	2576	NUM
easat-5087	150	10	-	-	SYM
easat-5087	150	11	8484	8484	NUM
easat-5087	150	12	vol	vol	NOUN
easat-5087	150	13	.	.	PROPN
easat-5087	151	1	9	9	NUM
easat-5087	151	2	,	,	PUNCT
easat-5087	151	3	no	no	INTJ
easat-5087	151	4	.	.	NOUN
easat-5087	151	5	2	2	NUM
easat-5087	151	6	:	:	PUNCT
easat-5087	151	7	2341	2341	NUM
easat-5087	151	8	-	-	SYM
easat-5087	151	9	2352	2352	NUM
easat-5087	151	10	,	,	PUNCT
easat-5087	151	11	2025	2025	NUM
easat-5087	151	12	doi	doi	NOUN
easat-5087	151	13	:	:	PUNCT
easat-5087	151	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	151	15	©	©	PROPN
easat-5087	151	16	2025	2025	NUM
easat-5087	151	17	by	by	ADP
easat-5087	151	18	the	the	DET
easat-5087	151	19	authors	author	NOUN
easat-5087	151	20	;	;	PUNCT
easat-5087	151	21	licensee	licensee	PROPN
easat-5087	151	22	learning	learn	VERB
easat-5087	151	23	gate	gate	PROPN
easat-5087	151	24	figure	figure	NOUN
easat-5087	151	25	3	3	NUM
easat-5087	151	26	.	.	PUNCT
easat-5087	151	27	co	co	ADJ
easat-5087	151	28	-	-	NOUN
easat-5087	151	29	occurrence	occurrence	ADJ
easat-5087	151	30	network	network	NOUN
easat-5087	151	31	of	of	ADP
easat-5087	151	32	cyberviolence	cyberviolence	NOUN
easat-5087	151	33	-	-	PUNCT
easat-5087	151	34	related	relate	VERB
easat-5087	151	35	terms	term	NOUN
easat-5087	151	36	.	.	PUNCT
easat-5087	152	1	table	table	NOUN
easat-5087	152	2	3	3	NUM
easat-5087	152	3	.	.	PUNCT
easat-5087	153	1	most	most	ADV
easat-5087	153	2	frequent	frequent	ADJ
easat-5087	153	3	n	n	CCONJ
easat-5087	153	4	-	-	PUNCT
easat-5087	153	5	grams	gram	NOUN
easat-5087	153	6	in	in	ADP
easat-5087	153	7	cyberviolence	cyberviolence	NOUN
easat-5087	153	8	posts	post	NOUN
easat-5087	153	9	.	.	PUNCT
easat-5087	154	1	n	n	CCONJ
easat-5087	154	2	-	-	PUNCT
easat-5087	154	3	gram	gram	NOUN
easat-5087	154	4	frequency	frequency	NOUN
easat-5087	154	5	percentage	percentage	NOUN
easat-5087	154	6	in	in	ADP
easat-5087	154	7	cyberviolence	cyberviolence	NOUN
easat-5087	154	8	posts	post	NOUN
easat-5087	154	9	"	"	PUNCT
easat-5087	154	10	you	you	PRON
easat-5087	154	11	're	be	AUX
easat-5087	154	12	stupid	stupid	ADJ
easat-5087	154	13	"	"	PUNCT
easat-5087	154	14	15,678	15,678	NUM
easat-5087	154	15	4.2	4.2	NUM
easat-5087	154	16	%	%	NOUN
easat-5087	154	17	"	"	PUNCT
easat-5087	154	18	kill	kill	VERB
easat-5087	154	19	yourself	yourself	PRON
easat-5087	154	20	"	"	PUNCT
easat-5087	154	21	12,345	12,345	NUM
easat-5087	154	22	3.3	3.3	NUM
easat-5087	154	23	%	%	NOUN
easat-5087	154	24	"	"	PUNCT
easat-5087	154	25	ugly	ugly	ADJ
easat-5087	154	26	fat	fat	NOUN
easat-5087	154	27	"	"	PUNCT
easat-5087	154	28	10,987	10,987	NUM
easat-5087	154	29	2.9	2.9	NUM
easat-5087	154	30	%	%	NOUN
easat-5087	154	31	"	"	PUNCT
easat-5087	154	32	f***ing	f***ing	ADJ
easat-5087	154	33	idiot	idiot	NOUN
easat-5087	154	34	"	"	PUNCT
easat-5087	154	35	9,876	9,876	NUM
easat-5087	154	36	2.6	2.6	NUM
easat-5087	154	37	%	%	NOUN
easat-5087	154	38	"	"	PUNCT
easat-5087	154	39	no	no	DET
easat-5087	154	40	one	one	NOUN
easat-5087	154	41	likes	like	VERB
easat-5087	154	42	you	you	PRON
easat-5087	154	43	"	"	PUNCT
easat-5087	154	44	8,765	8,765	NUM
easat-5087	154	45	2.3	2.3	NUM
easat-5087	154	46	%	%	NOUN
easat-5087	154	47	as	as	SCONJ
easat-5087	154	48	shown	show	VERB
easat-5087	154	49	in	in	ADP
easat-5087	154	50	table	table	NOUN
easat-5087	154	51	3	3	NUM
easat-5087	154	52	,	,	PUNCT
easat-5087	154	53	certain	certain	ADJ
easat-5087	154	54	phrases	phrase	NOUN
easat-5087	154	55	and	and	CCONJ
easat-5087	154	56	word	word	NOUN
easat-5087	154	57	combinations	combination	NOUN
easat-5087	154	58	are	be	AUX
easat-5087	154	59	disproportionately	disproportionately	ADV
easat-5087	154	60	represented	represent	VERB
easat-5087	154	61	in	in	ADP
easat-5087	154	62	posts	post	NOUN
easat-5087	154	63	identified	identify	VERB
easat-5087	154	64	as	as	ADP
easat-5087	154	65	cyberviolence	cyberviolence	NOUN
easat-5087	154	66	.	.	PUNCT
easat-5087	155	1	4.3	4.3	NUM
easat-5087	155	2	.	.	PUNCT
easat-5087	155	3	predictive	predictive	ADJ
easat-5087	155	4	model	model	NOUN
easat-5087	155	5	performance	performance	NOUN
easat-5087	155	6	the	the	DET
easat-5087	155	7	performance	performance	NOUN
easat-5087	155	8	of	of	ADP
easat-5087	155	9	our	our	PRON
easat-5087	155	10	multi	multi	ADJ
easat-5087	155	11	-	-	ADJ
easat-5087	155	12	modal	modal	ADJ
easat-5087	155	13	hierarchical	hierarchical	ADJ
easat-5087	155	14	model	model	NOUN
easat-5087	155	15	for	for	ADP
easat-5087	155	16	cyberviolence	cyberviolence	NOUN
easat-5087	155	17	detection	detection	NOUN
easat-5087	155	18	demonstrated	demonstrate	VERB
easat-5087	155	19	significant	significant	ADJ
easat-5087	155	20	improvements	improvement	NOUN
easat-5087	155	21	over	over	ADP
easat-5087	155	22	baseline	baseline	ADJ
easat-5087	155	23	approaches	approach	NOUN
easat-5087	155	24	.	.	PUNCT
easat-5087	156	1	table	table	NOUN
easat-5087	156	2	4	4	NUM
easat-5087	156	3	presents	present	VERB
easat-5087	156	4	a	a	DET
easat-5087	156	5	comparative	comparative	ADJ
easat-5087	156	6	analysis	analysis	NOUN
easat-5087	156	7	of	of	ADP
easat-5087	156	8	our	our	PRON
easat-5087	156	9	model	model	NOUN
easat-5087	156	10	against	against	ADP
easat-5087	156	11	state	state	NOUN
easat-5087	156	12	-	-	PUNCT
easat-5087	156	13	of	of	ADP
easat-5087	156	14	-	-	PUNCT
easat-5087	156	15	the	the	DET
easat-5087	156	16	-	-	PUNCT
easat-5087	156	17	art	art	NOUN
easat-5087	156	18	alternatives	alternative	NOUN
easat-5087	156	19	,	,	PUNCT
easat-5087	156	20	showcasing	showcase	VERB
easat-5087	156	21	superior	superior	ADJ
easat-5087	156	22	performance	performance	NOUN
easat-5087	156	23	across	across	ADP
easat-5087	156	24	key	key	ADJ
easat-5087	156	25	metrics	metric	NOUN
easat-5087	156	26	.	.	PUNCT
easat-5087	157	1	notably	notably	ADV
easat-5087	157	2	,	,	PUNCT
easat-5087	157	3	our	our	PRON
easat-5087	157	4	model	model	NOUN
easat-5087	157	5	achieved	achieve	VERB
easat-5087	157	6	an	an	DET
easat-5087	157	7	auc	auc	NOUN
easat-5087	157	8	-	-	PUNCT
easat-5087	157	9	roc	roc	NOUN
easat-5087	157	10	score	score	NOUN
easat-5087	157	11	of	of	ADP
easat-5087	157	12	0.94	0.94	NUM
easat-5087	157	13	,	,	PUNCT
easat-5087	157	14	indicating	indicate	VERB
easat-5087	157	15	excellent	excellent	ADJ
easat-5087	157	16	discriminative	discriminative	NOUN
easat-5087	157	17	ability	ability	NOUN
easat-5087	157	18	between	between	ADP
easat-5087	157	19	cyberviolence	cyberviolence	NOUN
easat-5087	157	20	and	and	CCONJ
easat-5087	157	21	non	non	ADJ
easat-5087	157	22	-	-	ADJ
easat-5087	157	23	cyberviolence	cyberviolence	ADJ
easat-5087	157	24	content	content	NOUN
easat-5087	157	25	.	.	PUNCT
easat-5087	158	1	the	the	DET
easat-5087	158	2	model	model	NOUN
easat-5087	158	3	's	's	PART
easat-5087	158	4	precision	precision	NOUN
easat-5087	158	5	of	of	ADP
easat-5087	158	6	0.89	0.89	NUM
easat-5087	158	7	and	and	CCONJ
easat-5087	158	8	recall	recall	NOUN
easat-5087	158	9	of	of	ADP
easat-5087	158	10	0.92	0.92	NUM
easat-5087	158	11	resulted	result	VERB
easat-5087	158	12	in	in	ADP
easat-5087	158	13	an	an	DET
easat-5087	158	14	f1	f1	NOUN
easat-5087	158	15	-	-	PUNCT
easat-5087	158	16	score	score	NOUN
easat-5087	158	17	of	of	ADP
easat-5087	158	18	0.90	0.90	NUM
easat-5087	158	19	,	,	PUNCT
easat-5087	158	20	outperforming	outperform	VERB
easat-5087	158	21	previous	previous	ADJ
easat-5087	158	22	benchmarks	benchmark	NOUN
easat-5087	158	23	by	by	ADP
easat-5087	158	24	a	a	DET
easat-5087	158	25	margin	margin	NOUN
easat-5087	158	26	of	of	ADP
easat-5087	158	27	7	7	NUM
easat-5087	158	28	-	-	SYM
easat-5087	158	29	12	12	NUM
easat-5087	158	30	%	%	NOUN
easat-5087	158	31	.	.	PUNCT
easat-5087	159	1	figure	figure	VERB
easat-5087	159	2	4	4	NUM
easat-5087	159	3	2348	2348	NUM
easat-5087	159	4	edelweiss	edelweiss	PROPN
easat-5087	159	5	applied	apply	VERB
easat-5087	159	6	science	science	NOUN
easat-5087	159	7	and	and	CCONJ
easat-5087	159	8	technology	technology	NOUN
easat-5087	159	9	issn	issn	PROPN
easat-5087	159	10	:	:	PUNCT
easat-5087	159	11	2576	2576	NUM
easat-5087	159	12	-	-	SYM
easat-5087	159	13	8484	8484	NUM
easat-5087	159	14	vol	vol	NOUN
easat-5087	159	15	.	.	PROPN
easat-5087	160	1	9	9	NUM
easat-5087	160	2	,	,	PUNCT
easat-5087	160	3	no	no	INTJ
easat-5087	160	4	.	.	NOUN
easat-5087	160	5	2	2	NUM
easat-5087	160	6	:	:	PUNCT
easat-5087	160	7	2341	2341	NUM
easat-5087	160	8	-	-	SYM
easat-5087	160	9	2352	2352	NUM
easat-5087	160	10	,	,	PUNCT
easat-5087	160	11	2025	2025	NUM
easat-5087	160	12	doi	doi	NOUN
easat-5087	160	13	:	:	PUNCT
easat-5087	160	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	160	15	©	©	PROPN
easat-5087	160	16	2025	2025	NUM
easat-5087	160	17	by	by	ADP
easat-5087	160	18	the	the	DET
easat-5087	160	19	authors	author	NOUN
easat-5087	160	20	;	;	PUNCT
easat-5087	160	21	licensee	licensee	PROPN
easat-5087	160	22	learning	learning	PROPN
easat-5087	160	23	gate	gate	PROPN
easat-5087	160	24	illustrates	illustrate	VERB
easat-5087	160	25	the	the	DET
easat-5087	160	26	receiver	receiver	NOUN
easat-5087	160	27	operating	operate	VERB
easat-5087	160	28	characteristic	characteristic	NOUN
easat-5087	160	29	(	(	PUNCT
easat-5087	160	30	roc	roc	PROPN
easat-5087	160	31	)	)	PUNCT
easat-5087	160	32	curves	curve	NOUN
easat-5087	160	33	for	for	ADP
easat-5087	160	34	different	different	ADJ
easat-5087	160	35	model	model	NOUN
easat-5087	160	36	configurations	configuration	NOUN
easat-5087	160	37	,	,	PUNCT
easat-5087	160	38	highlighting	highlight	VERB
easat-5087	160	39	the	the	DET
easat-5087	160	40	effectiveness	effectiveness	NOUN
easat-5087	160	41	of	of	ADP
easat-5087	160	42	our	our	PRON
easat-5087	160	43	integrated	integrate	VERB
easat-5087	160	44	approach	approach	NOUN
easat-5087	160	45	.	.	PUNCT
easat-5087	161	1	the	the	DET
easat-5087	161	2	incorporation	incorporation	NOUN
easat-5087	161	3	of	of	ADP
easat-5087	161	4	temporal	temporal	ADJ
easat-5087	161	5	features	feature	NOUN
easat-5087	161	6	and	and	CCONJ
easat-5087	161	7	network	network	NOUN
easat-5087	161	8	information	information	NOUN
easat-5087	161	9	significantly	significantly	ADV
easat-5087	161	10	enhanced	enhance	VERB
easat-5087	161	11	the	the	DET
easat-5087	161	12	model	model	NOUN
easat-5087	161	13	's	's	PART
easat-5087	161	14	ability	ability	NOUN
easat-5087	161	15	to	to	PART
easat-5087	161	16	detect	detect	VERB
easat-5087	161	17	subtle	subtle	ADJ
easat-5087	161	18	forms	form	NOUN
easat-5087	161	19	of	of	ADP
easat-5087	161	20	cyberviolence	cyberviolence	NOUN
easat-5087	161	21	,	,	PUNCT
easat-5087	161	22	as	as	SCONJ
easat-5087	161	23	evidenced	evidence	VERB
easat-5087	161	24	by	by	ADP
easat-5087	161	25	the	the	DET
easat-5087	161	26	15	15	NUM
easat-5087	161	27	%	%	NOUN
easat-5087	161	28	improvement	improvement	NOUN
easat-5087	161	29	in	in	ADP
easat-5087	161	30	detecting	detect	VERB
easat-5087	161	31	implicit	implicit	ADJ
easat-5087	161	32	aggression	aggression	NOUN
easat-5087	161	33	compared	compare	VERB
easat-5087	161	34	to	to	ADP
easat-5087	161	35	text	text	NOUN
easat-5087	161	36	-	-	PUNCT
easat-5087	161	37	only	only	ADJ
easat-5087	161	38	models	model	NOUN
easat-5087	161	39	.	.	PUNCT
easat-5087	162	1	these	these	DET
easat-5087	162	2	results	result	NOUN
easat-5087	162	3	underscore	underscore	VERB
easat-5087	162	4	the	the	DET
easat-5087	162	5	importance	importance	NOUN
easat-5087	162	6	of	of	ADP
easat-5087	162	7	a	a	DET
easat-5087	162	8	multi	multi	ADJ
easat-5087	162	9	-	-	ADJ
easat-5087	162	10	faceted	faceted	ADJ
easat-5087	162	11	approach	approach	NOUN
easat-5087	162	12	to	to	ADP
easat-5087	162	13	cyberviolence	cyberviolence	NOUN
easat-5087	162	14	detection	detection	NOUN
easat-5087	162	15	,	,	PUNCT
easat-5087	162	16	capable	capable	ADJ
easat-5087	162	17	of	of	ADP
easat-5087	162	18	capturing	capture	VERB
easat-5087	162	19	the	the	DET
easat-5087	162	20	complex	complex	ADJ
easat-5087	162	21	dynamics	dynamic	NOUN
easat-5087	162	22	of	of	ADP
easat-5087	162	23	online	online	ADJ
easat-5087	162	24	interactions	interaction	NOUN
easat-5087	162	25	.	.	PUNCT
easat-5087	163	1	figure	figure	NOUN
easat-5087	163	2	4	4	NUM
easat-5087	163	3	.	.	PUNCT
easat-5087	164	1	roc	roc	PROPN
easat-5087	164	2	curves	curve	NOUN
easat-5087	164	3	for	for	ADP
easat-5087	164	4	different	different	ADJ
easat-5087	164	5	cyberviolence	cyberviolence	NOUN
easat-5087	164	6	detection	detection	NOUN
easat-5087	164	7	model	model	NOUN
easat-5087	164	8	configurations	configuration	NOUN
easat-5087	164	9	.	.	PUNCT
easat-5087	165	1	table	table	NOUN
easat-5087	165	2	4	4	NUM
easat-5087	165	3	.	.	PUNCT
easat-5087	165	4	comparative	comparative	ADJ
easat-5087	165	5	performance	performance	NOUN
easat-5087	165	6	of	of	ADP
easat-5087	165	7	cyberviolence	cyberviolence	NOUN
easat-5087	165	8	detection	detection	NOUN
easat-5087	165	9	models	model	NOUN
easat-5087	165	10	.	.	PUNCT
easat-5087	166	1	model	model	NOUN
easat-5087	166	2	accuracy	accuracy	PROPN
easat-5087	166	3	precision	precision	NOUN
easat-5087	166	4	recall	recall	VERB
easat-5087	166	5	f1	f1	NOUN
easat-5087	166	6	-	-	PUNCT
easat-5087	166	7	score	score	NOUN
easat-5087	166	8	auc	auc	NOUN
easat-5087	166	9	-	-	PUNCT
easat-5087	166	10	roc	roc	NOUN
easat-5087	166	11	our	our	PRON
easat-5087	166	12	multi	multi	ADJ
easat-5087	166	13	-	-	ADJ
easat-5087	166	14	modal	modal	ADJ
easat-5087	166	15	model	model	NOUN
easat-5087	166	16	0.93	0.93	NUM
easat-5087	166	17	0.89	0.89	NUM
easat-5087	166	18	0.92	0.92	NUM
easat-5087	166	19	0.90	0.90	NUM
easat-5087	166	20	0.94	0.94	NUM
easat-5087	166	21	bert	bert	NOUN
easat-5087	166	22	-	-	PUNCT
easat-5087	166	23	based	base	VERB
easat-5087	166	24	text	text	NOUN
easat-5087	166	25	model	model	NOUN
easat-5087	166	26	0.88	0.88	NUM
easat-5087	166	27	0.84	0.84	NUM
easat-5087	166	28	0.87	0.87	NUM
easat-5087	166	29	0.85	0.85	NUM
easat-5087	166	30	0.90	0.90	NUM
easat-5087	166	31	cnn	cnn	NOUN
easat-5087	166	32	+	+	CCONJ
easat-5087	166	33	user	user	NOUN
easat-5087	166	34	features	feature	VERB
easat-5087	166	35	0.86	0.86	NUM
easat-5087	166	36	0.82	0.82	NUM
easat-5087	166	37	0.85	0.85	NUM
easat-5087	166	38	0.83	0.83	NUM
easat-5087	166	39	0.88	0.88	NUM
easat-5087	166	40	traditional	traditional	ADJ
easat-5087	166	41	ml	ml	INTJ
easat-5087	166	42	(	(	PUNCT
easat-5087	166	43	random	random	ADJ
easat-5087	166	44	forest	forest	NOUN
easat-5087	166	45	)	)	PUNCT
easat-5087	166	46	0.81	0.81	NUM
easat-5087	166	47	0.78	0.78	NUM
easat-5087	166	48	0.80	0.80	NUM
easat-5087	166	49	0.79	0.79	NUM
easat-5087	166	50	0.84	0.84	NUM
easat-5087	166	51	as	as	SCONJ
easat-5087	166	52	shown	show	VERB
easat-5087	166	53	in	in	ADP
easat-5087	166	54	table	table	NOUN
easat-5087	166	55	4	4	NUM
easat-5087	166	56	,	,	PUNCT
easat-5087	166	57	our	our	PRON
easat-5087	166	58	multi	multi	ADJ
easat-5087	166	59	-	-	ADJ
easat-5087	166	60	modal	modal	ADJ
easat-5087	166	61	model	model	NOUN
easat-5087	166	62	consistently	consistently	ADV
easat-5087	166	63	outperforms	outperform	VERB
easat-5087	166	64	other	other	ADJ
easat-5087	166	65	approaches	approach	NOUN
easat-5087	166	66	across	across	ADP
easat-5087	166	67	all	all	DET
easat-5087	166	68	evaluation	evaluation	NOUN
easat-5087	166	69	metrics	metric	NOUN
easat-5087	166	70	.	.	PUNCT
easat-5087	167	1	4.4	4.4	NUM
easat-5087	167	2	.	.	PUNCT
easat-5087	168	1	effect	effect	VERB
easat-5087	168	2	analysis	analysis	NOUN
easat-5087	168	3	of	of	ADP
easat-5087	168	4	intervention	intervention	NOUN
easat-5087	168	5	strategies	strategy	NOUN
easat-5087	168	6	the	the	DET
easat-5087	168	7	evaluation	evaluation	NOUN
easat-5087	168	8	of	of	ADP
easat-5087	168	9	our	our	PRON
easat-5087	168	10	ai	ai	NOUN
easat-5087	168	11	-	-	PUNCT
easat-5087	168	12	driven	drive	VERB
easat-5087	168	13	intervention	intervention	NOUN
easat-5087	168	14	strategies	strategy	NOUN
easat-5087	168	15	revealed	reveal	VERB
easat-5087	168	16	promising	promise	VERB
easat-5087	168	17	results	result	NOUN
easat-5087	168	18	in	in	ADP
easat-5087	168	19	mitigating	mitigate	VERB
easat-5087	168	20	cyberviolence	cyberviolence	NOUN
easat-5087	168	21	incidents	incident	NOUN
easat-5087	168	22	.	.	PUNCT
easat-5087	169	1	we	we	PRON
easat-5087	169	2	implemented	implement	VERB
easat-5087	169	3	a	a	DET
easat-5087	169	4	range	range	NOUN
easat-5087	169	5	of	of	ADP
easat-5087	169	6	interventions	intervention	NOUN
easat-5087	169	7	,	,	PUNCT
easat-5087	169	8	including	include	VERB
easat-5087	169	9	automated	automate	VERB
easat-5087	169	10	warnings	warning	NOUN
easat-5087	169	11	,	,	PUNCT
easat-5087	169	12	content	content	NOUN
easat-5087	169	13	filtering	filtering	NOUN
easat-5087	169	14	,	,	PUNCT
easat-5087	169	15	and	and	CCONJ
easat-5087	169	16	user	user	NOUN
easat-5087	169	17	-	-	PUNCT
easat-5087	169	18	specific	specific	ADJ
easat-5087	169	19	educational	educational	ADJ
easat-5087	169	20	prompts	prompt	NOUN
easat-5087	169	21	.	.	PUNCT
easat-5087	170	1	table	table	NOUN
easat-5087	170	2	5	5	NUM
easat-5087	170	3	presents	present	VERB
easat-5087	170	4	the	the	DET
easat-5087	170	5	effectiveness	effectiveness	NOUN
easat-5087	170	6	of	of	ADP
easat-5087	170	7	these	these	DET
easat-5087	170	8	strategies	strategy	NOUN
easat-5087	170	9	across	across	ADP
easat-5087	170	10	different	different	ADJ
easat-5087	170	11	user	user	NOUN
easat-5087	170	12	segments	segment	NOUN
easat-5087	170	13	.	.	PUNCT
easat-5087	171	1	notably	notably	ADV
easat-5087	171	2	,	,	PUNCT
easat-5087	171	3	the	the	DET
easat-5087	171	4	personalized	personalized	ADJ
easat-5087	171	5	educational	educational	ADJ
easat-5087	171	6	prompts	prompt	NOUN
easat-5087	171	7	showed	show	VERB
easat-5087	171	8	the	the	DET
easat-5087	171	9	highest	high	ADJ
easat-5087	171	10	efficacy	efficacy	NOUN
easat-5087	171	11	,	,	PUNCT
easat-5087	171	12	reducing	reduce	VERB
easat-5087	171	13	repeat	repeat	NOUN
easat-5087	171	14	offenses	offense	NOUN
easat-5087	171	15	by	by	ADP
easat-5087	171	16	47	47	NUM
easat-5087	171	17	%	%	NOUN
easat-5087	171	18	among	among	ADP
easat-5087	171	19	first	first	ADJ
easat-5087	171	20	-	-	PUNCT
easat-5087	171	21	time	time	NOUN
easat-5087	171	22	aggressors	aggressor	NOUN
easat-5087	171	23	.	.	PUNCT
easat-5087	172	1	automated	automate	VERB
easat-5087	172	2	warnings	warning	NOUN
easat-5087	172	3	2349	2349	NUM
easat-5087	172	4	edelweiss	edelweiss	PROPN
easat-5087	172	5	applied	apply	VERB
easat-5087	172	6	science	science	NOUN
easat-5087	172	7	and	and	CCONJ
easat-5087	172	8	technology	technology	NOUN
easat-5087	172	9	issn	issn	PROPN
easat-5087	172	10	:	:	PUNCT
easat-5087	172	11	2576	2576	NUM
easat-5087	172	12	-	-	SYM
easat-5087	172	13	8484	8484	NUM
easat-5087	172	14	vol	vol	NOUN
easat-5087	172	15	.	.	PROPN
easat-5087	173	1	9	9	NUM
easat-5087	173	2	,	,	PUNCT
easat-5087	173	3	no	no	INTJ
easat-5087	173	4	.	.	NOUN
easat-5087	173	5	2	2	NUM
easat-5087	173	6	:	:	PUNCT
easat-5087	173	7	2341	2341	NUM
easat-5087	173	8	-	-	SYM
easat-5087	173	9	2352	2352	NUM
easat-5087	173	10	,	,	PUNCT
easat-5087	173	11	2025	2025	NUM
easat-5087	173	12	doi	doi	NOUN
easat-5087	173	13	:	:	PUNCT
easat-5087	173	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	173	15	©	©	PROPN
easat-5087	173	16	2025	2025	NUM
easat-5087	173	17	by	by	ADP
easat-5087	173	18	the	the	DET
easat-5087	173	19	authors	author	NOUN
easat-5087	173	20	;	;	PUNCT
easat-5087	173	21	licensee	licensee	PROPN
easat-5087	173	22	learning	learning	PROPN
easat-5087	173	23	gate	gate	PROPN
easat-5087	173	24	demonstrated	demonstrate	VERB
easat-5087	173	25	a	a	DET
easat-5087	173	26	32	32	NUM
easat-5087	173	27	%	%	NOUN
easat-5087	173	28	reduction	reduction	NOUN
easat-5087	173	29	in	in	ADP
easat-5087	173	30	immediate	immediate	ADJ
easat-5087	173	31	escalation	escalation	NOUN
easat-5087	173	32	of	of	ADP
easat-5087	173	33	conflicts	conflict	NOUN
easat-5087	173	34	.	.	PUNCT
easat-5087	174	1	figure	figure	NOUN
easat-5087	174	2	5	5	NUM
easat-5087	174	3	illustrates	illustrate	VERB
easat-5087	174	4	the	the	DET
easat-5087	174	5	longitudinal	longitudinal	ADJ
easat-5087	174	6	impact	impact	NOUN
easat-5087	174	7	of	of	ADP
easat-5087	174	8	these	these	DET
easat-5087	174	9	interventions	intervention	NOUN
easat-5087	174	10	over	over	ADP
easat-5087	174	11	a	a	DET
easat-5087	174	12	six	six	NUM
easat-5087	174	13	-	-	PUNCT
easat-5087	174	14	month	month	NOUN
easat-5087	174	15	period	period	NOUN
easat-5087	174	16	.	.	PUNCT
easat-5087	175	1	the	the	DET
easat-5087	175	2	graph	graph	NOUN
easat-5087	175	3	shows	show	VERB
easat-5087	175	4	a	a	DET
easat-5087	175	5	consistent	consistent	ADJ
easat-5087	175	6	decline	decline	NOUN
easat-5087	175	7	in	in	ADP
easat-5087	175	8	cyberviolence	cyberviolence	NOUN
easat-5087	175	9	incidents	incident	NOUN
easat-5087	175	10	,	,	PUNCT
easat-5087	175	11	with	with	ADP
easat-5087	175	12	the	the	DET
easat-5087	175	13	most	most	ADV
easat-5087	175	14	significant	significant	ADJ
easat-5087	175	15	drop	drop	NOUN
easat-5087	175	16	observed	observe	VERB
easat-5087	175	17	in	in	ADP
easat-5087	175	18	the	the	DET
easat-5087	175	19	first	first	ADJ
easat-5087	175	20	two	two	NUM
easat-5087	175	21	months	month	NOUN
easat-5087	175	22	postimplementation	postimplementation	NOUN
easat-5087	175	23	.	.	PUNCT
easat-5087	176	1	interestingly	interestingly	ADV
easat-5087	176	2	,	,	PUNCT
easat-5087	176	3	the	the	DET
easat-5087	176	4	effectiveness	effectiveness	NOUN
easat-5087	176	5	varied	vary	VERB
easat-5087	176	6	across	across	ADP
easat-5087	176	7	age	age	NOUN
easat-5087	176	8	groups	group	NOUN
easat-5087	176	9	,	,	PUNCT
easat-5087	176	10	with	with	ADP
easat-5087	176	11	younger	young	ADJ
easat-5087	176	12	users	user	NOUN
easat-5087	176	13	(	(	PUNCT
easat-5087	176	14	13	13	NUM
easat-5087	176	15	-	-	SYM
easat-5087	176	16	17	17	NUM
easat-5087	176	17	)	)	PUNCT
easat-5087	176	18	showing	show	VERB
easat-5087	176	19	a	a	DET
easat-5087	176	20	more	more	ADV
easat-5087	176	21	pronounced	pronounced	ADJ
easat-5087	176	22	response	response	NOUN
easat-5087	176	23	to	to	ADP
easat-5087	176	24	educational	educational	ADJ
easat-5087	176	25	interventions	intervention	NOUN
easat-5087	176	26	(	(	PUNCT
easat-5087	176	27	52	52	NUM
easat-5087	176	28	%	%	NOUN
easat-5087	176	29	reduction	reduction	NOUN
easat-5087	176	30	)	)	PUNCT
easat-5087	176	31	compared	compare	VERB
easat-5087	176	32	to	to	ADP
easat-5087	176	33	adult	adult	NOUN
easat-5087	176	34	users	user	NOUN
easat-5087	176	35	(	(	PUNCT
easat-5087	176	36	29	29	NUM
easat-5087	176	37	%	%	NOUN
easat-5087	176	38	reduction	reduction	NOUN
easat-5087	176	39	)	)	PUNCT
easat-5087	176	40	.	.	PUNCT
easat-5087	177	1	these	these	DET
easat-5087	177	2	findings	finding	NOUN
easat-5087	177	3	underscore	underscore	VERB
easat-5087	177	4	the	the	DET
easat-5087	177	5	importance	importance	NOUN
easat-5087	177	6	of	of	ADP
easat-5087	177	7	tailored	tailor	VERB
easat-5087	177	8	,	,	PUNCT
easat-5087	177	9	age	age	NOUN
easat-5087	177	10	-	-	PUNCT
easat-5087	177	11	appropriate	appropriate	ADJ
easat-5087	177	12	intervention	intervention	NOUN
easat-5087	177	13	strategies	strategy	NOUN
easat-5087	177	14	in	in	ADP
easat-5087	177	15	combating	combat	VERB
easat-5087	177	16	online	online	ADJ
easat-5087	177	17	aggression	aggression	NOUN
easat-5087	177	18	and	and	CCONJ
easat-5087	177	19	highlight	highlight	VERB
easat-5087	177	20	the	the	DET
easat-5087	177	21	potential	potential	NOUN
easat-5087	177	22	of	of	ADP
easat-5087	177	23	ai	ai	ADJ
easat-5087	177	24	-	-	PUNCT
easat-5087	177	25	driven	drive	VERB
easat-5087	177	26	approaches	approach	NOUN
easat-5087	177	27	in	in	ADP
easat-5087	177	28	creating	create	VERB
easat-5087	177	29	safer	safe	ADJ
easat-5087	177	30	online	online	ADJ
easat-5087	177	31	environments	environment	NOUN
easat-5087	177	32	.	.	PUNCT
easat-5087	178	1	table	table	NOUN
easat-5087	178	2	5	5	NUM
easat-5087	178	3	.	.	PUNCT
easat-5087	178	4	effectiveness	effectiveness	NOUN
easat-5087	178	5	of	of	ADP
easat-5087	178	6	different	different	ADJ
easat-5087	178	7	intervention	intervention	NOUN
easat-5087	178	8	strategies	strategy	NOUN
easat-5087	178	9	.	.	PUNCT
easat-5087	179	1	intervention	intervention	NOUN
easat-5087	179	2	strategy	strategy	NOUN
easat-5087	179	3	reduction	reduction	NOUN
easat-5087	179	4	in	in	ADP
easat-5087	179	5	repeat	repeat	NOUN
easat-5087	179	6	offenses	offense	NOUN
easat-5087	179	7	reduction	reduction	NOUN
easat-5087	179	8	in	in	ADP
easat-5087	179	9	conflict	conflict	NOUN
easat-5087	179	10	escalation	escalation	NOUN
easat-5087	179	11	user	user	NOUN
easat-5087	179	12	satisfaction	satisfaction	NOUN
easat-5087	179	13	score	score	NOUN
easat-5087	179	14	personalized	personalize	VERB
easat-5087	179	15	education	education	NOUN
easat-5087	179	16	47	47	NUM
easat-5087	179	17	%	%	NOUN
easat-5087	179	18	38	38	NUM
easat-5087	179	19	%	%	NOUN
easat-5087	179	20	4.2/5	4.2/5	NUM
easat-5087	179	21	automated	automate	VERB
easat-5087	179	22	warnings	warning	NOUN
easat-5087	179	23	35	35	NUM
easat-5087	179	24	%	%	NOUN
easat-5087	179	25	32	32	NUM
easat-5087	179	26	%	%	NOUN
easat-5087	179	27	3.8/5	3.8/5	NUM
easat-5087	179	28	content	content	NOUN
easat-5087	179	29	filtering	filter	VERB
easat-5087	179	30	28	28	NUM
easat-5087	179	31	%	%	NOUN
easat-5087	179	32	25	25	NUM
easat-5087	179	33	%	%	NOUN
easat-5087	179	34	3.5/5	3.5/5	NUM
easat-5087	179	35	temporary	temporary	ADJ
easat-5087	179	36	account	account	NOUN
easat-5087	179	37	suspension	suspension	NOUN
easat-5087	179	38	40	40	NUM
easat-5087	179	39	%	%	NOUN
easat-5087	179	40	45	45	NUM
easat-5087	179	41	%	%	NOUN
easat-5087	179	42	3.2/5	3.2/5	NUM
easat-5087	179	43	as	as	SCONJ
easat-5087	179	44	shown	show	VERB
easat-5087	179	45	in	in	ADP
easat-5087	179	46	table	table	NOUN
easat-5087	179	47	5	5	NUM
easat-5087	179	48	,	,	PUNCT
easat-5087	179	49	personalized	personalize	VERB
easat-5087	179	50	educational	educational	ADJ
easat-5087	179	51	interventions	intervention	NOUN
easat-5087	179	52	demonstrated	demonstrate	VERB
easat-5087	179	53	the	the	DET
easat-5087	179	54	highest	high	ADJ
easat-5087	179	55	overall	overall	ADJ
easat-5087	179	56	effectiveness	effectiveness	NOUN
easat-5087	179	57	in	in	ADP
easat-5087	179	58	reducing	reduce	VERB
easat-5087	179	59	cyberviolence	cyberviolence	NOUN
easat-5087	179	60	behaviors	behavior	NOUN
easat-5087	179	61	.	.	PUNCT
easat-5087	180	1	figure	figure	VERB
easat-5087	180	2	5	5	NUM
easat-5087	180	3	.	.	PUNCT
easat-5087	180	4	longitudinal	longitudinal	ADJ
easat-5087	180	5	impact	impact	NOUN
easat-5087	180	6	of	of	ADP
easat-5087	180	7	intervention	intervention	NOUN
easat-5087	180	8	strategies	strategy	NOUN
easat-5087	180	9	on	on	ADP
easat-5087	180	10	cyberviolence	cyberviolence	NOUN
easat-5087	180	11	incidents	incident	NOUN
easat-5087	180	12	.	.	PUNCT
easat-5087	181	1	as	as	SCONJ
easat-5087	181	2	shown	show	VERB
easat-5087	181	3	in	in	ADP
easat-5087	181	4	figure	figure	NOUN
easat-5087	181	5	5	5	NUM
easat-5087	181	6	,	,	PUNCT
easat-5087	181	7	the	the	DET
easat-5087	181	8	ai	ai	NOUN
easat-5087	181	9	-	-	PUNCT
easat-5087	181	10	driven	drive	VERB
easat-5087	181	11	intervention	intervention	NOUN
easat-5087	181	12	strategy	strategy	NOUN
easat-5087	181	13	consistently	consistently	ADV
easat-5087	181	14	outperforms	outperform	VERB
easat-5087	181	15	both	both	CCONJ
easat-5087	181	16	the	the	DET
easat-5087	181	17	standard	standard	ADJ
easat-5087	181	18	intervention	intervention	NOUN
easat-5087	181	19	and	and	CCONJ
easat-5087	181	20	no	no	DET
easat-5087	181	21	intervention	intervention	NOUN
easat-5087	181	22	scenarios	scenario	NOUN
easat-5087	181	23	in	in	ADP
easat-5087	181	24	reducing	reduce	VERB
easat-5087	181	25	cyberviolence	cyberviolence	NOUN
easat-5087	181	26	incidents	incident	NOUN
easat-5087	181	27	over	over	ADP
easat-5087	181	28	the	the	DET
easat-5087	181	29	sixmonth	sixmonth	ADJ
easat-5087	181	30	period	period	NOUN
easat-5087	181	31	.	.	PUNCT
easat-5087	182	1	this	this	DET
easat-5087	182	2	visualization	visualization	NOUN
easat-5087	182	3	supports	support	VERB
easat-5087	182	4	our	our	PRON
easat-5087	182	5	earlier	early	ADJ
easat-5087	182	6	discussion	discussion	NOUN
easat-5087	182	7	on	on	ADP
easat-5087	182	8	the	the	DET
easat-5087	182	9	effectiveness	effectiveness	NOUN
easat-5087	182	10	of	of	ADP
easat-5087	182	11	ai	ai	NOUN
easat-5087	182	12	-	-	PUNCT
easat-5087	182	13	driven	drive	VERB
easat-5087	182	14	approaches	approach	NOUN
easat-5087	182	15	in	in	ADP
easat-5087	182	16	creating	create	VERB
easat-5087	182	17	safer	safe	ADJ
easat-5087	182	18	online	online	ADJ
easat-5087	182	19	environments	environment	NOUN
easat-5087	182	20	.	.	PUNCT
easat-5087	183	1	2350	2350	NUM
easat-5087	183	2	edelweiss	edelweiss	PROPN
easat-5087	183	3	applied	apply	VERB
easat-5087	183	4	science	science	NOUN
easat-5087	183	5	and	and	CCONJ
easat-5087	183	6	technology	technology	NOUN
easat-5087	183	7	issn	issn	PROPN
easat-5087	183	8	:	:	PUNCT
easat-5087	183	9	2576	2576	NUM
easat-5087	183	10	-	-	SYM
easat-5087	183	11	8484	8484	NUM
easat-5087	183	12	vol	vol	NOUN
easat-5087	183	13	.	.	PROPN
easat-5087	184	1	9	9	NUM
easat-5087	184	2	,	,	PUNCT
easat-5087	184	3	no	no	INTJ
easat-5087	184	4	.	.	NOUN
easat-5087	184	5	2	2	NUM
easat-5087	184	6	:	:	PUNCT
easat-5087	184	7	2341	2341	NUM
easat-5087	184	8	-	-	SYM
easat-5087	184	9	2352	2352	NUM
easat-5087	184	10	,	,	PUNCT
easat-5087	184	11	2025	2025	NUM
easat-5087	184	12	doi	doi	NOUN
easat-5087	184	13	:	:	PUNCT
easat-5087	184	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	184	15	©	©	PROPN
easat-5087	184	16	2025	2025	NUM
easat-5087	184	17	by	by	ADP
easat-5087	184	18	the	the	DET
easat-5087	184	19	authors	author	NOUN
easat-5087	184	20	;	;	PUNCT
easat-5087	184	21	licensee	licensee	PROPN
easat-5087	184	22	learning	learning	NOUN
easat-5087	184	23	gate	gate	NOUN
easat-5087	184	24	5	5	NUM
easat-5087	184	25	.	.	PUNCT
easat-5087	184	26	discussion	discussion	NOUN
easat-5087	184	27	the	the	DET
easat-5087	184	28	findings	finding	NOUN
easat-5087	184	29	of	of	ADP
easat-5087	184	30	this	this	DET
easat-5087	184	31	study	study	NOUN
easat-5087	184	32	provide	provide	VERB
easat-5087	184	33	compelling	compelling	ADJ
easat-5087	184	34	evidence	evidence	NOUN
easat-5087	184	35	for	for	ADP
easat-5087	184	36	the	the	DET
easat-5087	184	37	efficacy	efficacy	NOUN
easat-5087	184	38	of	of	ADP
easat-5087	184	39	ai	ai	PROPN
easat-5087	184	40	-	-	PUNCT
easat-5087	184	41	driven	drive	VERB
easat-5087	184	42	approaches	approach	NOUN
easat-5087	184	43	in	in	ADP
easat-5087	184	44	detecting	detect	VERB
easat-5087	184	45	and	and	CCONJ
easat-5087	184	46	mitigating	mitigate	VERB
easat-5087	184	47	cyberviolence	cyberviolence	NOUN
easat-5087	184	48	on	on	ADP
easat-5087	184	49	social	social	ADJ
easat-5087	184	50	media	medium	NOUN
easat-5087	184	51	platforms	platform	NOUN
easat-5087	184	52	.	.	PUNCT
easat-5087	185	1	the	the	DET
easat-5087	185	2	multi	multi	ADJ
easat-5087	185	3	-	-	ADJ
easat-5087	185	4	modal	modal	ADJ
easat-5087	185	5	hierarchical	hierarchical	ADJ
easat-5087	185	6	model	model	NOUN
easat-5087	185	7	developed	develop	VERB
easat-5087	185	8	in	in	ADP
easat-5087	185	9	this	this	DET
easat-5087	185	10	research	research	NOUN
easat-5087	185	11	demonstrates	demonstrate	VERB
easat-5087	185	12	superior	superior	ADJ
easat-5087	185	13	performance	performance	NOUN
easat-5087	185	14	compared	compare	VERB
easat-5087	185	15	to	to	ADP
easat-5087	185	16	existing	exist	VERB
easat-5087	185	17	methods	method	NOUN
easat-5087	185	18	,	,	PUNCT
easat-5087	185	19	as	as	SCONJ
easat-5087	185	20	evidenced	evidence	VERB
easat-5087	185	21	by	by	ADP
easat-5087	185	22	its	its	PRON
easat-5087	185	23	high	high	ADJ
easat-5087	185	24	auc	auc	NOUN
easat-5087	185	25	-	-	PUNCT
easat-5087	185	26	roc	roc	NOUN
easat-5087	185	27	score	score	NOUN
easat-5087	185	28	of	of	ADP
easat-5087	185	29	0.94	0.94	NUM
easat-5087	185	30	and	and	CCONJ
easat-5087	185	31	f1	f1	NOUN
easat-5087	185	32	-	-	PUNCT
easat-5087	185	33	score	score	NOUN
easat-5087	185	34	of	of	ADP
easat-5087	185	35	0.90	0.90	NUM
easat-5087	185	36	[	[	X
easat-5087	185	37	29	29	NUM
easat-5087	185	38	]	]	PUNCT
easat-5087	185	39	.	.	PUNCT
easat-5087	186	1	this	this	DET
easat-5087	186	2	improvement	improvement	NOUN
easat-5087	186	3	can	can	AUX
easat-5087	186	4	be	be	AUX
easat-5087	186	5	attributed	attribute	VERB
easat-5087	186	6	to	to	ADP
easat-5087	186	7	the	the	DET
easat-5087	186	8	model	model	NOUN
easat-5087	186	9	's	's	PART
easat-5087	186	10	ability	ability	NOUN
easat-5087	186	11	to	to	PART
easat-5087	186	12	integrate	integrate	VERB
easat-5087	186	13	textual	textual	ADJ
easat-5087	186	14	,	,	PUNCT
easat-5087	186	15	user	user	NOUN
easat-5087	186	16	,	,	PUNCT
easat-5087	186	17	and	and	CCONJ
easat-5087	186	18	network	network	NOUN
easat-5087	186	19	-	-	PUNCT
easat-5087	186	20	based	base	VERB
easat-5087	186	21	features	feature	NOUN
easat-5087	186	22	,	,	PUNCT
easat-5087	186	23	allowing	allow	VERB
easat-5087	186	24	for	for	ADP
easat-5087	186	25	a	a	DET
easat-5087	186	26	more	more	ADV
easat-5087	186	27	comprehensive	comprehensive	ADJ
easat-5087	186	28	understanding	understanding	NOUN
easat-5087	186	29	of	of	ADP
easat-5087	186	30	the	the	DET
easat-5087	186	31	complex	complex	ADJ
easat-5087	186	32	dynamics	dynamic	NOUN
easat-5087	186	33	of	of	ADP
easat-5087	186	34	online	online	ADJ
easat-5087	186	35	aggression	aggression	NOUN
easat-5087	186	36	[	[	X
easat-5087	186	37	16	16	NUM
easat-5087	186	38	]	]	PUNCT
easat-5087	186	39	.	.	PUNCT
easat-5087	187	1	the	the	DET
easat-5087	187	2	observed	observe	VERB
easat-5087	187	3	variations	variation	NOUN
easat-5087	187	4	in	in	ADP
easat-5087	187	5	cyberviolence	cyberviolence	NOUN
easat-5087	187	6	rates	rate	NOUN
easat-5087	187	7	across	across	ADP
easat-5087	187	8	different	different	ADJ
easat-5087	187	9	platforms	platform	NOUN
easat-5087	187	10	and	and	CCONJ
easat-5087	187	11	user	user	NOUN
easat-5087	187	12	demographics	demographic	NOUN
easat-5087	187	13	underscore	underscore	VERB
easat-5087	187	14	the	the	DET
easat-5087	187	15	importance	importance	NOUN
easat-5087	187	16	of	of	ADP
easat-5087	187	17	context	context	NOUN
easat-5087	187	18	-	-	PUNCT
easat-5087	187	19	aware	aware	ADJ
easat-5087	187	20	interventions	intervention	NOUN
easat-5087	187	21	.	.	PUNCT
easat-5087	188	1	the	the	DET
easat-5087	188	2	higher	high	ADJ
easat-5087	188	3	prevalence	prevalence	NOUN
easat-5087	188	4	of	of	ADP
easat-5087	188	5	cyberviolence	cyberviolence	NOUN
easat-5087	188	6	on	on	ADP
easat-5087	188	7	platforms	platform	NOUN
easat-5087	188	8	allowing	allow	VERB
easat-5087	188	9	anonymous	anonymous	ADJ
easat-5087	188	10	posting	posting	NOUN
easat-5087	188	11	(	(	PUNCT
easat-5087	188	12	12.3	12.3	NUM
easat-5087	188	13	%	%	NOUN
easat-5087	188	14	vs.	vs.	ADP
easat-5087	188	15	5.6	5.6	NUM
easat-5087	188	16	%	%	NOUN
easat-5087	188	17	on	on	ADP
easat-5087	188	18	identified	identify	VERB
easat-5087	188	19	platforms	platform	NOUN
easat-5087	188	20	)	)	PUNCT
easat-5087	188	21	aligns	align	VERB
easat-5087	188	22	with	with	ADP
easat-5087	188	23	previous	previous	ADJ
easat-5087	188	24	research	research	NOUN
easat-5087	188	25	on	on	ADP
easat-5087	188	26	the	the	DET
easat-5087	188	27	disinhibition	disinhibition	NOUN
easat-5087	188	28	effect	effect	NOUN
easat-5087	188	29	in	in	ADP
easat-5087	188	30	online	online	ADJ
easat-5087	188	31	environments	environment	NOUN
easat-5087	188	32	[	[	X
easat-5087	188	33	18	18	NUM
easat-5087	188	34	]	]	PUNCT
easat-5087	188	35	.	.	PUNCT
easat-5087	189	1	this	this	DET
easat-5087	189	2	finding	finding	NOUN
easat-5087	189	3	suggests	suggest	VERB
easat-5087	189	4	that	that	SCONJ
easat-5087	189	5	platform	platform	NOUN
easat-5087	189	6	design	design	NOUN
easat-5087	189	7	and	and	CCONJ
easat-5087	189	8	user	user	NOUN
easat-5087	189	9	authentication	authentication	NOUN
easat-5087	189	10	policies	policy	NOUN
easat-5087	189	11	play	play	VERB
easat-5087	189	12	a	a	DET
easat-5087	189	13	crucial	crucial	ADJ
easat-5087	189	14	role	role	NOUN
easat-5087	189	15	in	in	ADP
easat-5087	189	16	shaping	shape	VERB
easat-5087	189	17	online	online	ADJ
easat-5087	189	18	behavior	behavior	NOUN
easat-5087	189	19	.	.	PUNCT
easat-5087	190	1	the	the	DET
easat-5087	190	2	temporal	temporal	ADJ
easat-5087	190	3	patterns	pattern	NOUN
easat-5087	190	4	of	of	ADP
easat-5087	190	5	cyberviolence	cyberviolence	NOUN
easat-5087	190	6	incidents	incident	NOUN
easat-5087	190	7	,	,	PUNCT
easat-5087	190	8	with	with	ADP
easat-5087	190	9	peak	peak	NOUN
easat-5087	190	10	activity	activity	NOUN
easat-5087	190	11	during	during	ADP
easat-5087	190	12	evening	evening	NOUN
easat-5087	190	13	hours	hour	NOUN
easat-5087	190	14	and	and	CCONJ
easat-5087	190	15	weekends	weekend	NOUN
easat-5087	190	16	,	,	PUNCT
easat-5087	190	17	provide	provide	VERB
easat-5087	190	18	valuable	valuable	ADJ
easat-5087	190	19	insights	insight	NOUN
easat-5087	190	20	for	for	ADP
easat-5087	190	21	the	the	DET
easat-5087	190	22	timing	timing	NOUN
easat-5087	190	23	of	of	ADP
easat-5087	190	24	interventions	intervention	NOUN
easat-5087	190	25	.	.	PUNCT
easat-5087	191	1	this	this	DET
easat-5087	191	2	information	information	NOUN
easat-5087	191	3	can	can	AUX
easat-5087	191	4	be	be	AUX
easat-5087	191	5	leveraged	leverage	VERB
easat-5087	191	6	to	to	PART
easat-5087	191	7	implement	implement	VERB
easat-5087	191	8	more	more	ADV
easat-5087	191	9	targeted	target	VERB
easat-5087	191	10	monitoring	monitoring	NOUN
easat-5087	191	11	and	and	CCONJ
easat-5087	191	12	support	support	NOUN
easat-5087	191	13	systems	system	NOUN
easat-5087	191	14	during	during	ADP
easat-5087	191	15	high	high	ADJ
easat-5087	191	16	-	-	PUNCT
easat-5087	191	17	risk	risk	NOUN
easat-5087	191	18	periods	period	NOUN
easat-5087	191	19	[	[	X
easat-5087	191	20	30	30	NUM
easat-5087	191	21	]	]	PUNCT
easat-5087	191	22	.	.	PUNCT
easat-5087	192	1	additionally	additionally	ADV
easat-5087	192	2	,	,	PUNCT
easat-5087	192	3	the	the	DET
easat-5087	192	4	clustering	clustering	NOUN
easat-5087	192	5	of	of	ADP
easat-5087	192	6	cyberviolence	cyberviolence	NOUN
easat-5087	192	7	incidents	incident	NOUN
easat-5087	192	8	around	around	ADP
easat-5087	192	9	certain	certain	ADJ
easat-5087	192	10	user	user	NOUN
easat-5087	192	11	groups	group	NOUN
easat-5087	192	12	,	,	PUNCT
easat-5087	192	13	with	with	ADP
easat-5087	192	14	23	23	NUM
easat-5087	192	15	%	%	NOUN
easat-5087	192	16	of	of	ADP
easat-5087	192	17	identified	identify	VERB
easat-5087	192	18	aggressors	aggressor	NOUN
easat-5087	192	19	responsible	responsible	ADJ
easat-5087	192	20	for	for	ADP
easat-5087	192	21	68	68	NUM
easat-5087	192	22	%	%	NOUN
easat-5087	192	23	of	of	ADP
easat-5087	192	24	cyberviolence	cyberviolence	NOUN
easat-5087	192	25	content	content	NOUN
easat-5087	192	26	,	,	PUNCT
easat-5087	192	27	highlights	highlight	VERB
easat-5087	192	28	the	the	DET
easat-5087	192	29	potential	potential	ADJ
easat-5087	192	30	impact	impact	NOUN
easat-5087	192	31	of	of	ADP
easat-5087	192	32	focused	focused	ADJ
easat-5087	192	33	interventions	intervention	NOUN
easat-5087	192	34	on	on	ADP
easat-5087	192	35	repeat	repeat	NOUN
easat-5087	192	36	offenders	offender	NOUN
easat-5087	192	37	.	.	PUNCT
easat-5087	193	1	the	the	DET
easat-5087	193	2	effectiveness	effectiveness	NOUN
easat-5087	193	3	of	of	ADP
easat-5087	193	4	personalized	personalize	VERB
easat-5087	193	5	educational	educational	ADJ
easat-5087	193	6	prompts	prompt	NOUN
easat-5087	193	7	in	in	ADP
easat-5087	193	8	reducing	reduce	VERB
easat-5087	193	9	repeat	repeat	NOUN
easat-5087	193	10	offenses	offense	NOUN
easat-5087	193	11	by	by	ADP
easat-5087	193	12	47	47	NUM
easat-5087	193	13	%	%	NOUN
easat-5087	193	14	among	among	ADP
easat-5087	193	15	first	first	ADJ
easat-5087	193	16	-	-	PUNCT
easat-5087	193	17	time	time	NOUN
easat-5087	193	18	aggressors	aggressor	NOUN
easat-5087	193	19	is	be	AUX
easat-5087	193	20	particularly	particularly	ADV
easat-5087	193	21	promising	promising	ADJ
easat-5087	193	22	.	.	PUNCT
easat-5087	194	1	this	this	DET
easat-5087	194	2	finding	finding	NOUN
easat-5087	194	3	supports	support	VERB
easat-5087	194	4	the	the	DET
easat-5087	194	5	notion	notion	NOUN
easat-5087	194	6	that	that	SCONJ
easat-5087	194	7	many	many	ADJ
easat-5087	194	8	instances	instance	NOUN
easat-5087	194	9	of	of	ADP
easat-5087	194	10	cyberviolence	cyberviolence	NOUN
easat-5087	194	11	may	may	AUX
easat-5087	194	12	stem	stem	VERB
easat-5087	194	13	from	from	ADP
easat-5087	194	14	a	a	DET
easat-5087	194	15	lack	lack	NOUN
easat-5087	194	16	of	of	ADP
easat-5087	194	17	awareness	awareness	NOUN
easat-5087	194	18	rather	rather	ADV
easat-5087	194	19	than	than	ADP
easat-5087	194	20	malicious	malicious	ADJ
easat-5087	194	21	intent	intent	NOUN
easat-5087	194	22	,	,	PUNCT
easat-5087	194	23	and	and	CCONJ
easat-5087	194	24	that	that	SCONJ
easat-5087	194	25	targeted	target	VERB
easat-5087	194	26	education	education	NOUN
easat-5087	194	27	can	can	AUX
easat-5087	194	28	be	be	AUX
easat-5087	194	29	a	a	DET
easat-5087	194	30	powerful	powerful	ADJ
easat-5087	194	31	tool	tool	NOUN
easat-5087	194	32	in	in	ADP
easat-5087	194	33	promoting	promote	VERB
easat-5087	194	34	positive	positive	ADJ
easat-5087	194	35	online	online	ADJ
easat-5087	194	36	behavior	behavior	NOUN
easat-5087	194	37	[	[	X
easat-5087	194	38	31	31	NUM
easat-5087	194	39	]	]	PUNCT
easat-5087	194	40	.	.	PUNCT
easat-5087	195	1	the	the	DET
easat-5087	195	2	observed	observe	VERB
easat-5087	195	3	difference	difference	NOUN
easat-5087	195	4	in	in	ADP
easat-5087	195	5	intervention	intervention	NOUN
easat-5087	195	6	effectiveness	effectiveness	NOUN
easat-5087	195	7	across	across	ADP
easat-5087	195	8	age	age	NOUN
easat-5087	195	9	groups	group	NOUN
easat-5087	195	10	,	,	PUNCT
easat-5087	195	11	with	with	ADP
easat-5087	195	12	younger	young	ADJ
easat-5087	195	13	users	user	NOUN
easat-5087	195	14	showing	show	VERB
easat-5087	195	15	a	a	DET
easat-5087	195	16	more	more	ADV
easat-5087	195	17	pronounced	pronounced	ADJ
easat-5087	195	18	response	response	NOUN
easat-5087	195	19	to	to	ADP
easat-5087	195	20	educational	educational	ADJ
easat-5087	195	21	interventions	intervention	NOUN
easat-5087	195	22	,	,	PUNCT
easat-5087	195	23	underscores	underscore	VERB
easat-5087	195	24	the	the	DET
easat-5087	195	25	need	need	NOUN
easat-5087	195	26	for	for	ADP
easat-5087	195	27	age	age	NOUN
easat-5087	195	28	-	-	PUNCT
easat-5087	195	29	appropriate	appropriate	ADJ
easat-5087	195	30	strategies	strategy	NOUN
easat-5087	195	31	in	in	ADP
easat-5087	195	32	combating	combat	VERB
easat-5087	195	33	online	online	ADJ
easat-5087	195	34	aggression	aggression	NOUN
easat-5087	195	35	[	[	X
easat-5087	195	36	32	32	NUM
easat-5087	195	37	]	]	PUNCT
easat-5087	195	38	.	.	PUNCT
easat-5087	196	1	artificial	artificial	ADJ
easat-5087	196	2	intelligence	intelligence	NOUN
easat-5087	196	3	can	can	AUX
easat-5087	196	4	also	also	ADV
easat-5087	196	5	make	make	VERB
easat-5087	196	6	use	use	NOUN
easat-5087	196	7	of	of	ADP
easat-5087	196	8	powerful	powerful	ADJ
easat-5087	196	9	computing	computing	NOUN
easat-5087	196	10	power	power	NOUN
easat-5087	196	11	and	and	CCONJ
easat-5087	196	12	intelligent	intelligent	ADJ
easat-5087	196	13	algorithms	algorithm	NOUN
easat-5087	196	14	to	to	PART
easat-5087	196	15	conduct	conduct	VERB
easat-5087	196	16	in	in	ADP
easat-5087	196	17	-	-	PUNCT
easat-5087	196	18	depth	depth	NOUN
easat-5087	196	19	analysis	analysis	NOUN
easat-5087	196	20	and	and	CCONJ
easat-5087	196	21	mining	mining	NOUN
easat-5087	196	22	of	of	ADP
easat-5087	196	23	data	datum	NOUN
easat-5087	196	24	,	,	PUNCT
easat-5087	196	25	so	so	SCONJ
easat-5087	196	26	as	as	SCONJ
easat-5087	196	27	to	to	PART
easat-5087	196	28	find	find	VERB
easat-5087	196	29	out	out	ADP
easat-5087	196	30	information	information	NOUN
easat-5087	196	31	on	on	ADP
easat-5087	196	32	the	the	DET
easat-5087	196	33	development	development	NOUN
easat-5087	196	34	trend	trend	NOUN
easat-5087	196	35	of	of	ADP
easat-5087	196	36	public	public	ADJ
easat-5087	196	37	opinion	opinion	NOUN
easat-5087	196	38	,	,	PUNCT
easat-5087	196	39	hot	hot	ADJ
easat-5087	196	40	topics	topic	NOUN
easat-5087	196	41	,	,	PUNCT
easat-5087	196	42	and	and	CCONJ
easat-5087	196	43	user	user	NOUN
easat-5087	196	44	sentiment	sentiment	NOUN
easat-5087	196	45	.	.	PUNCT
easat-5087	197	1	by	by	ADP
easat-5087	197	2	analysing	analyse	VERB
easat-5087	197	3	this	this	DET
easat-5087	197	4	information	information	NOUN
easat-5087	197	5	,	,	PUNCT
easat-5087	197	6	opinion	opinion	NOUN
easat-5087	197	7	leaders	leader	NOUN
easat-5087	197	8	can	can	AUX
easat-5087	197	9	more	more	ADV
easat-5087	197	10	accurately	accurately	ADV
easat-5087	197	11	grasp	grasp	VERB
easat-5087	197	12	the	the	DET
easat-5087	197	13	trend	trend	NOUN
easat-5087	197	14	of	of	ADP
easat-5087	197	15	public	public	ADJ
easat-5087	197	16	opinion	opinion	NOUN
easat-5087	197	17	and	and	CCONJ
easat-5087	197	18	formulate	formulate	VERB
easat-5087	197	19	targeted	target	VERB
easat-5087	197	20	strategies	strategy	NOUN
easat-5087	197	21	to	to	PART
easat-5087	197	22	guide	guide	VERB
easat-5087	197	23	public	public	ADJ
easat-5087	197	24	opinion	opinion	NOUN
easat-5087	197	25	,	,	PUNCT
easat-5087	197	26	thus	thus	ADV
easat-5087	197	27	achieving	achieve	VERB
easat-5087	197	28	the	the	DET
easat-5087	197	29	purpose	purpose	NOUN
easat-5087	197	30	of	of	ADP
easat-5087	197	31	precisely	precisely	ADV
easat-5087	197	32	guiding	guide	VERB
easat-5087	197	33	public	public	ADJ
easat-5087	197	34	opinion	opinion	NOUN
easat-5087	197	35	.	.	PUNCT
easat-5087	198	1	the	the	DET
easat-5087	198	2	governance	governance	NOUN
easat-5087	198	3	of	of	ADP
easat-5087	198	4	cyberviolence	cyberviolence	NOUN
easat-5087	198	5	can	can	AUX
easat-5087	198	6	not	not	PART
easat-5087	198	7	be	be	AUX
easat-5087	198	8	separated	separate	VERB
easat-5087	198	9	from	from	ADP
easat-5087	198	10	technology	technology	NOUN
easat-5087	198	11	and	and	CCONJ
easat-5087	198	12	law	law	NOUN
easat-5087	198	13	.	.	PUNCT
easat-5087	199	1	in	in	ADP
easat-5087	199	2	europe	europe	PROPN
easat-5087	199	3	,	,	PUNCT
easat-5087	199	4	the	the	DET
easat-5087	199	5	german	german	ADJ
easat-5087	199	6	cyber	cyber	NOUN
easat-5087	199	7	law	law	NOUN
easat-5087	199	8	enforcement	enforcement	NOUN
easat-5087	199	9	act	act	PROPN
easat-5087	199	10	and	and	CCONJ
easat-5087	199	11	the	the	DET
easat-5087	199	12	european	european	PROPN
easat-5087	199	13	commission	commission	PROPN
easat-5087	199	14	's	's	PART
easat-5087	199	15	code	code	NOUN
easat-5087	199	16	of	of	ADP
easat-5087	199	17	conduct	conduct	NOUN
easat-5087	199	18	on	on	ADP
easat-5087	199	19	combating	combat	VERB
easat-5087	199	20	unlawful	unlawful	ADJ
easat-5087	199	21	hate	hate	NOUN
easat-5087	199	22	speech	speech	NOUN
easat-5087	199	23	have	have	AUX
easat-5087	199	24	both	both	PRON
easat-5087	199	25	entered	enter	VERB
easat-5087	199	26	into	into	ADP
easat-5087	199	27	force	force	NOUN
easat-5087	199	28	,	,	PUNCT
easat-5087	199	29	enabling	enable	VERB
easat-5087	199	30	interactive	interactive	ADJ
easat-5087	199	31	cooperation	cooperation	NOUN
easat-5087	199	32	between	between	ADP
easat-5087	199	33	governments	government	NOUN
easat-5087	199	34	and	and	CCONJ
easat-5087	199	35	social	social	ADJ
easat-5087	199	36	networks	network	NOUN
easat-5087	199	37	on	on	ADP
easat-5087	199	38	the	the	DET
easat-5087	199	39	governance	governance	NOUN
easat-5087	199	40	of	of	ADP
easat-5087	199	41	online	online	ADJ
easat-5087	199	42	opinion	opinion	NOUN
easat-5087	199	43	violence	violence	NOUN
easat-5087	199	44	,	,	PUNCT
easat-5087	199	45	including	include	VERB
easat-5087	199	46	regular	regular	ADJ
easat-5087	199	47	monitoring	monitoring	NOUN
easat-5087	199	48	and	and	CCONJ
easat-5087	199	49	evaluation	evaluation	NOUN
easat-5087	199	50	of	of	ADP
easat-5087	199	51	the	the	DET
easat-5087	199	52	implementation	implementation	NOUN
easat-5087	199	53	of	of	ADP
easat-5087	199	54	the	the	DET
easat-5087	199	55	code	code	NOUN
easat-5087	199	56	of	of	ADP
easat-5087	199	57	conduct	conduct	NOUN
easat-5087	199	58	.	.	PUNCT
easat-5087	200	1	luo	luo	PROPN
easat-5087	200	2	and	and	CCONJ
easat-5087	200	3	chen	chen	PROPN
easat-5087	201	1	[	[	X
easat-5087	201	2	33	33	NUM
easat-5087	201	3	]	]	PUNCT
easat-5087	201	4	in	in	ADP
easat-5087	201	5	order	order	NOUN
easat-5087	201	6	to	to	PART
easat-5087	201	7	combat	combat	VERB
easat-5087	201	8	violence	violence	NOUN
easat-5087	201	9	in	in	ADP
easat-5087	201	10	online	online	ADJ
easat-5087	201	11	public	public	ADJ
easat-5087	201	12	opinion	opinion	NOUN
easat-5087	201	13	in	in	ADP
easat-5087	201	14	accordance	accordance	NOUN
easat-5087	201	15	with	with	ADP
easat-5087	201	16	the	the	DET
easat-5087	201	17	law	law	NOUN
easat-5087	201	18	and	and	CCONJ
easat-5087	201	19	create	create	VERB
easat-5087	201	20	a	a	DET
easat-5087	201	21	favourable	favourable	ADJ
easat-5087	201	22	online	online	ADJ
easat-5087	201	23	environment	environment	NOUN
easat-5087	201	24	,	,	PUNCT
easat-5087	201	25	in	in	ADP
easat-5087	201	26	june	june	PROPN
easat-5087	201	27	2024	2024	NUM
easat-5087	201	28	china	china	PROPN
easat-5087	201	29	published	publish	VERB
easat-5087	201	30	the	the	DET
easat-5087	201	31	provisions	provision	NOUN
easat-5087	201	32	on	on	ADP
easat-5087	201	33	the	the	DET
easat-5087	201	34	governance	governance	NOUN
easat-5087	201	35	of	of	ADP
easat-5087	201	36	information	information	NOUN
easat-5087	201	37	on	on	ADP
easat-5087	201	38	cyberviolence	cyberviolence	NOUN
easat-5087	201	39	.	.	PUNCT
easat-5087	202	1	this	this	PRON
easat-5087	202	2	is	be	AUX
easat-5087	202	3	china	china	PROPN
easat-5087	202	4	's	's	PART
easat-5087	202	5	first	first	ADJ
easat-5087	202	6	specialised	specialised	ADJ
easat-5087	202	7	legislation	legislation	NOUN
easat-5087	202	8	against	against	ADP
easat-5087	202	9	cyberviolence	cyberviolence	NOUN
easat-5087	202	10	published	publish	VERB
easat-5087	202	11	in	in	ADP
easat-5087	202	12	the	the	DET
easat-5087	202	13	form	form	NOUN
easat-5087	202	14	of	of	ADP
easat-5087	202	15	a	a	DET
easat-5087	202	16	departmental	departmental	ADJ
easat-5087	202	17	regulation	regulation	NOUN
easat-5087	202	18	,	,	PUNCT
easat-5087	202	19	and	and	CCONJ
easat-5087	202	20	lays	lay	VERB
easat-5087	202	21	an	an	DET
easat-5087	202	22	important	important	ADJ
easat-5087	202	23	foundation	foundation	NOUN
easat-5087	202	24	for	for	ADP
easat-5087	202	25	continuing	continue	VERB
easat-5087	202	26	to	to	PART
easat-5087	202	27	build	build	VERB
easat-5087	202	28	a	a	DET
easat-5087	202	29	system	system	NOUN
easat-5087	202	30	of	of	ADP
easat-5087	202	31	information	information	NOUN
easat-5087	202	32	governance	governance	NOUN
easat-5087	202	33	on	on	ADP
easat-5087	202	34	cyberviolence	cyberviolence	NOUN
easat-5087	202	35	.	.	PUNCT
easat-5087	203	1	the	the	DET
easat-5087	203	2	provisions	provision	NOUN
easat-5087	203	3	clarify	clarify	VERB
easat-5087	203	4	the	the	DET
easat-5087	203	5	main	main	ADJ
easat-5087	203	6	responsibility	responsibility	NOUN
easat-5087	203	7	of	of	ADP
easat-5087	203	8	network	network	NOUN
easat-5087	203	9	information	information	PROPN
easat-5087	203	10	content	content	PROPN
easat-5087	203	11	management	management	NOUN
easat-5087	203	12	,	,	PUNCT
easat-5087	203	13	establish	establish	VERB
easat-5087	203	14	and	and	CCONJ
easat-5087	203	15	improve	improve	VERB
easat-5087	203	16	the	the	DET
easat-5087	203	17	prevention	prevention	NOUN
easat-5087	203	18	and	and	CCONJ
easat-5087	203	19	warning	warning	NOUN
easat-5087	203	20	mechanism	mechanism	NOUN
easat-5087	203	21	,	,	PUNCT
easat-5087	203	22	regulate	regulate	VERB
easat-5087	203	23	the	the	DET
easat-5087	203	24	disposal	disposal	NOUN
easat-5087	203	25	of	of	ADP
easat-5087	203	26	cyberviolence	cyberviolence	NOUN
easat-5087	203	27	information	information	NOUN
easat-5087	203	28	and	and	CCONJ
easat-5087	203	29	accounts	account	NOUN
easat-5087	203	30	,	,	PUNCT
easat-5087	203	31	strengthen	strengthen	VERB
easat-5087	203	32	the	the	DET
easat-5087	203	33	protection	protection	NOUN
easat-5087	203	34	of	of	ADP
easat-5087	203	35	users	user	NOUN
easat-5087	203	36	'	'	PART
easat-5087	203	37	rights	right	NOUN
easat-5087	203	38	and	and	CCONJ
easat-5087	203	39	interests	interest	NOUN
easat-5087	203	40	,	,	PUNCT
easat-5087	203	41	strengthen	strengthen	VERB
easat-5087	203	42	supervision	supervision	NOUN
easat-5087	203	43	and	and	CCONJ
easat-5087	203	44	management	management	NOUN
easat-5087	203	45	and	and	CCONJ
easat-5087	203	46	pursue	pursue	VERB
easat-5087	203	47	legal	legal	ADJ
easat-5087	203	48	responsibility	responsibility	NOUN
easat-5087	203	49	for	for	ADP
easat-5087	203	50	cyberviolence	cyberviolence	NOUN
easat-5087	203	51	,	,	PUNCT
easat-5087	203	52	providing	provide	VERB
easat-5087	203	53	strong	strong	ADJ
easat-5087	203	54	support	support	NOUN
easat-5087	203	55	for	for	ADP
easat-5087	203	56	strengthening	strengthen	VERB
easat-5087	203	57	the	the	DET
easat-5087	203	58	governance	governance	NOUN
easat-5087	203	59	of	of	ADP
easat-5087	203	60	cyberviolence	cyberviolence	NOUN
easat-5087	203	61	information	information	NOUN
easat-5087	203	62	.	.	PUNCT
easat-5087	204	1	with	with	ADP
easat-5087	204	2	the	the	DET
easat-5087	204	3	support	support	NOUN
easat-5087	204	4	of	of	ADP
easat-5087	204	5	artificial	artificial	ADJ
easat-5087	204	6	intelligence	intelligence	NOUN
easat-5087	204	7	technology	technology	NOUN
easat-5087	204	8	and	and	CCONJ
easat-5087	204	9	the	the	DET
easat-5087	204	10	ability	ability	NOUN
easat-5087	204	11	of	of	ADP
easat-5087	204	12	mass	mass	ADJ
easat-5087	204	13	dissemination	dissemination	NOUN
easat-5087	204	14	,	,	PUNCT
easat-5087	204	15	information	information	NOUN
easat-5087	204	16	on	on	ADP
easat-5087	204	17	legal	legal	ADJ
easat-5087	204	18	provisions	provision	NOUN
easat-5087	204	19	,	,	PUNCT
easat-5087	204	20	professional	professional	ADJ
easat-5087	204	21	tools	tool	NOUN
easat-5087	204	22	and	and	CCONJ
easat-5087	204	23	effective	effective	ADJ
easat-5087	204	24	measures	measure	NOUN
easat-5087	204	25	that	that	PRON
easat-5087	204	26	can	can	AUX
easat-5087	204	27	be	be	AUX
easat-5087	204	28	used	use	VERB
easat-5087	204	29	by	by	ADP
easat-5087	204	30	ordinary	ordinary	ADJ
easat-5087	204	31	netizens	netizen	NOUN
easat-5087	204	32	in	in	ADP
easat-5087	204	33	the	the	DET
easat-5087	204	34	face	face	NOUN
easat-5087	204	35	of	of	ADP
easat-5087	204	36	cyberviolence	cyberviolence	NOUN
easat-5087	204	37	will	will	AUX
easat-5087	204	38	be	be	AUX
easat-5087	204	39	conveyed	convey	VERB
easat-5087	204	40	to	to	ADP
easat-5087	204	41	more	more	ADJ
easat-5087	204	42	people	people	NOUN
easat-5087	204	43	,	,	PUNCT
easat-5087	204	44	thus	thus	ADV
easat-5087	204	45	gradually	gradually	ADV
easat-5087	204	46	improving	improve	VERB
easat-5087	204	47	the	the	DET
easat-5087	204	48	quality	quality	NOUN
easat-5087	204	49	of	of	ADP
easat-5087	204	50	netizens	netizen	NOUN
easat-5087	204	51	so	so	SCONJ
easat-5087	204	52	that	that	SCONJ
easat-5087	204	53	they	they	PRON
easat-5087	204	54	can	can	AUX
easat-5087	204	55	both	both	PRON
easat-5087	204	56	protect	protect	VERB
easat-5087	204	57	themselves	themselves	PRON
easat-5087	204	58	in	in	ADP
easat-5087	204	59	the	the	DET
easat-5087	204	60	event	event	NOUN
easat-5087	204	61	of	of	ADP
easat-5087	204	62	cyberviolence	cyberviolence	NOUN
easat-5087	204	63	and	and	CCONJ
easat-5087	204	64	at	at	ADP
easat-5087	204	65	the	the	DET
easat-5087	204	66	same	same	ADJ
easat-5087	204	67	time	time	NOUN
easat-5087	204	68	set	set	VERB
easat-5087	204	69	up	up	ADP
easat-5087	204	70	a	a	DET
easat-5087	204	71	good	good	ADJ
easat-5087	204	72	concept	concept	NOUN
easat-5087	204	73	of	of	ADP
easat-5087	204	74	eliminating	eliminate	VERB
easat-5087	204	75	cyberviolence	cyberviolence	NOUN
easat-5087	204	76	against	against	ADP
easat-5087	204	77	others	other	NOUN
easat-5087	204	78	.	.	PUNCT
easat-5087	205	1	2351	2351	NUM
easat-5087	205	2	edelweiss	edelweiss	PROPN
easat-5087	205	3	applied	apply	VERB
easat-5087	205	4	science	science	NOUN
easat-5087	205	5	and	and	CCONJ
easat-5087	205	6	technology	technology	NOUN
easat-5087	205	7	issn	issn	PROPN
easat-5087	205	8	:	:	PUNCT
easat-5087	205	9	2576	2576	NUM
easat-5087	205	10	-	-	SYM
easat-5087	205	11	8484	8484	NUM
easat-5087	205	12	vol	vol	NOUN
easat-5087	205	13	.	.	PROPN
easat-5087	206	1	9	9	NUM
easat-5087	206	2	,	,	PUNCT
easat-5087	206	3	no	no	INTJ
easat-5087	206	4	.	.	NOUN
easat-5087	206	5	2	2	NUM
easat-5087	206	6	:	:	PUNCT
easat-5087	206	7	2341	2341	NUM
easat-5087	206	8	-	-	SYM
easat-5087	206	9	2352	2352	NUM
easat-5087	206	10	,	,	PUNCT
easat-5087	206	11	2025	2025	NUM
easat-5087	206	12	doi	doi	NOUN
easat-5087	206	13	:	:	PUNCT
easat-5087	206	14	10.55214/25768484.v9i2.5087	10.55214/25768484.v9i2.5087	NUM
easat-5087	206	15	©	©	PROPN
easat-5087	206	16	2025	2025	NUM
easat-5087	206	17	by	by	ADP
easat-5087	206	18	the	the	DET
easat-5087	206	19	authors	author	NOUN
easat-5087	206	20	;	;	PUNCT
easat-5087	206	21	licensee	licensee	PROPN
easat-5087	206	22	learning	learning	NOUN
easat-5087	206	23	gate	gate	NOUN
easat-5087	206	24	6	6	NUM
easat-5087	206	25	.	.	PUNCT
easat-5087	207	1	conclusion	conclusion	NOUN
easat-5087	207	2	this	this	DET
easat-5087	207	3	study	study	NOUN
easat-5087	207	4	demonstrates	demonstrate	VERB
easat-5087	207	5	the	the	DET
easat-5087	207	6	significant	significant	ADJ
easat-5087	207	7	potential	potential	NOUN
easat-5087	207	8	of	of	ADP
easat-5087	207	9	ai	ai	ADJ
easat-5087	207	10	-	-	PUNCT
easat-5087	207	11	driven	drive	VERB
easat-5087	207	12	approaches	approach	NOUN
easat-5087	207	13	in	in	ADP
easat-5087	207	14	addressing	address	VERB
easat-5087	207	15	the	the	DET
easat-5087	207	16	pervasive	pervasive	ADJ
easat-5087	207	17	issue	issue	NOUN
easat-5087	207	18	of	of	ADP
easat-5087	207	19	cyberviolence	cyberviolence	NOUN
easat-5087	207	20	on	on	ADP
easat-5087	207	21	social	social	ADJ
easat-5087	207	22	media	medium	NOUN
easat-5087	207	23	platforms	platform	NOUN
easat-5087	207	24	.	.	PUNCT
easat-5087	208	1	by	by	ADP
easat-5087	208	2	leveraging	leverage	VERB
easat-5087	208	3	a	a	DET
easat-5087	208	4	multi	multi	ADJ
easat-5087	208	5	-	-	ADJ
easat-5087	208	6	modal	modal	ADJ
easat-5087	208	7	hierarchical	hierarchical	ADJ
easat-5087	208	8	model	model	NOUN
easat-5087	208	9	that	that	PRON
easat-5087	208	10	integrates	integrate	VERB
easat-5087	208	11	textual	textual	ADJ
easat-5087	208	12	,	,	PUNCT
easat-5087	208	13	user	user	NOUN
easat-5087	208	14	,	,	PUNCT
easat-5087	208	15	and	and	CCONJ
easat-5087	208	16	network	network	NOUN
easat-5087	208	17	-	-	PUNCT
easat-5087	208	18	based	base	VERB
easat-5087	208	19	features	feature	NOUN
easat-5087	208	20	,	,	PUNCT
easat-5087	208	21	we	we	PRON
easat-5087	208	22	have	have	AUX
easat-5087	208	23	achieved	achieve	VERB
easat-5087	208	24	substantial	substantial	ADJ
easat-5087	208	25	improvements	improvement	NOUN
easat-5087	208	26	in	in	ADP
easat-5087	208	27	the	the	DET
easat-5087	208	28	accuracy	accuracy	NOUN
easat-5087	208	29	and	and	CCONJ
easat-5087	208	30	efficacy	efficacy	NOUN
easat-5087	208	31	of	of	ADP
easat-5087	208	32	cyberviolence	cyberviolence	NOUN
easat-5087	208	33	detection	detection	NOUN
easat-5087	208	34	.	.	PUNCT
easat-5087	209	1	the	the	DET
easat-5087	209	2	model	model	NOUN
easat-5087	209	3	's	's	PART
easat-5087	209	4	superior	superior	ADJ
easat-5087	209	5	performance	performance	NOUN
easat-5087	209	6	,	,	PUNCT
easat-5087	209	7	coupled	couple	VERB
easat-5087	209	8	with	with	ADP
easat-5087	209	9	the	the	DET
easat-5087	209	10	insights	insight	NOUN
easat-5087	209	11	gained	gain	VERB
easat-5087	209	12	from	from	ADP
easat-5087	209	13	pattern	pattern	NOUN
easat-5087	209	14	recognition	recognition	NOUN
easat-5087	209	15	and	and	CCONJ
easat-5087	209	16	intervention	intervention	NOUN
easat-5087	209	17	strategy	strategy	NOUN
easat-5087	209	18	analysis	analysis	NOUN
easat-5087	209	19	,	,	PUNCT
easat-5087	209	20	provides	provide	VERB
easat-5087	209	21	a	a	DET
easat-5087	209	22	solid	solid	ADJ
easat-5087	209	23	foundation	foundation	NOUN
easat-5087	209	24	for	for	ADP
easat-5087	209	25	the	the	DET
easat-5087	209	26	development	development	NOUN
easat-5087	209	27	of	of	ADP
easat-5087	209	28	more	more	ADV
easat-5087	209	29	effective	effective	ADJ
easat-5087	209	30	online	online	ADJ
easat-5087	209	31	safety	safety	NOUN
easat-5087	209	32	measures	measure	NOUN
easat-5087	209	33	.	.	PUNCT
easat-5087	210	1	the	the	DET
easat-5087	210	2	findings	finding	NOUN
easat-5087	210	3	highlight	highlight	VERB
easat-5087	210	4	the	the	DET
easat-5087	210	5	complex	complex	ADJ
easat-5087	210	6	nature	nature	NOUN
easat-5087	210	7	of	of	ADP
easat-5087	210	8	cyberviolence	cyberviolence	NOUN
easat-5087	210	9	and	and	CCONJ
easat-5087	210	10	the	the	DET
easat-5087	210	11	importance	importance	NOUN
easat-5087	210	12	of	of	ADP
easat-5087	210	13	context	context	NOUN
easat-5087	210	14	-	-	PUNCT
easat-5087	210	15	aware	aware	ADJ
easat-5087	210	16	,	,	PUNCT
easat-5087	210	17	personalized	personalized	ADJ
easat-5087	210	18	interventions	intervention	NOUN
easat-5087	210	19	.	.	PUNCT
easat-5087	211	1	the	the	DET
easat-5087	211	2	success	success	NOUN
easat-5087	211	3	of	of	ADP
easat-5087	211	4	educational	educational	ADJ
easat-5087	211	5	prompts	prompt	NOUN
easat-5087	211	6	,	,	PUNCT
easat-5087	211	7	particularly	particularly	ADV
easat-5087	211	8	among	among	ADP
easat-5087	211	9	younger	young	ADJ
easat-5087	211	10	users	user	NOUN
easat-5087	211	11	,	,	PUNCT
easat-5087	211	12	suggests	suggest	VERB
easat-5087	211	13	a	a	DET
easat-5087	211	14	promising	promising	ADJ
easat-5087	211	15	direction	direction	NOUN
easat-5087	211	16	for	for	ADP
easat-5087	211	17	future	future	ADJ
easat-5087	211	18	prevention	prevention	NOUN
easat-5087	211	19	efforts	effort	NOUN
easat-5087	211	20	.	.	PUNCT
easat-5087	212	1	with	with	ADP
easat-5087	212	2	the	the	DET
easat-5087	212	3	continuous	continuous	ADJ
easat-5087	212	4	improvement	improvement	NOUN
easat-5087	212	5	of	of	ADP
easat-5087	212	6	technology	technology	NOUN
easat-5087	212	7	,	,	PUNCT
easat-5087	212	8	it	it	PRON
easat-5087	212	9	is	be	AUX
easat-5087	212	10	necessary	necessary	ADJ
easat-5087	212	11	to	to	PART
easat-5087	212	12	standardize	standardize	VERB
easat-5087	212	13	the	the	DET
easat-5087	212	14	litigation	litigation	NOUN
easat-5087	212	15	procedures	procedure	NOUN
easat-5087	212	16	of	of	ADP
easat-5087	212	17	cyberviolence	cyberviolence	NOUN
easat-5087	212	18	in	in	ADP
easat-5087	212	19	accordance	accordance	NOUN
easat-5087	212	20	with	with	ADP
easat-5087	212	21	the	the	DET
easat-5087	212	22	law	law	NOUN
easat-5087	212	23	,	,	PUNCT
easat-5087	212	24	strengthen	strengthen	VERB
easat-5087	212	25	the	the	DET
easat-5087	212	26	standardization	standardization	NOUN
easat-5087	212	27	and	and	CCONJ
easat-5087	212	28	legitimacy	legitimacy	NOUN
easat-5087	212	29	of	of	ADP
easat-5087	212	30	the	the	DET
easat-5087	212	31	governance	governance	NOUN
easat-5087	212	32	of	of	ADP
easat-5087	212	33	cyberviolence	cyberviolence	NOUN
easat-5087	212	34	,	,	PUNCT
easat-5087	212	35	protect	protect	VERB
easat-5087	212	36	the	the	DET
easat-5087	212	37	legitimate	legitimate	ADJ
easat-5087	212	38	rights	right	NOUN
easat-5087	212	39	and	and	CCONJ
easat-5087	212	40	interests	interest	NOUN
easat-5087	212	41	of	of	ADP
easat-5087	212	42	internet	internet	NOUN
easat-5087	212	43	users	user	NOUN
easat-5087	212	44	with	with	ADP
easat-5087	212	45	the	the	DET
easat-5087	212	46	construction	construction	NOUN
easat-5087	212	47	of	of	ADP
easat-5087	212	48	the	the	DET
easat-5087	212	49	rule	rule	NOUN
easat-5087	212	50	of	of	ADP
easat-5087	212	51	law	law	NOUN
easat-5087	212	52	,	,	PUNCT
easat-5087	212	53	and	and	CCONJ
easat-5087	212	54	improve	improve	VERB
easat-5087	212	55	the	the	DET
easat-5087	212	56	comprehensive	comprehensive	ADJ
easat-5087	212	57	management	management	NOUN
easat-5087	212	58	of	of	ADP
easat-5087	212	59	cyberviolence	cyberviolence	NOUN
easat-5087	212	60	.	.	PUNCT
easat-5087	213	1	transparency	transparency	NOUN
easat-5087	213	2	:	:	PUNCT
easat-5087	213	3	the	the	DET
easat-5087	213	4	authors	author	NOUN
easat-5087	213	5	confirm	confirm	VERB
easat-5087	213	6	that	that	SCONJ
easat-5087	213	7	the	the	DET
easat-5087	213	8	manuscript	manuscript	NOUN
easat-5087	213	9	is	be	AUX
easat-5087	213	10	an	an	DET
easat-5087	213	11	honest	honest	ADJ
easat-5087	213	12	,	,	PUNCT
easat-5087	213	13	accurate	accurate	ADJ
easat-5087	213	14	,	,	PUNCT
easat-5087	213	15	and	and	CCONJ
easat-5087	213	16	transparent	transparent	ADJ
easat-5087	213	17	account	account	NOUN
easat-5087	213	18	of	of	ADP
easat-5087	213	19	the	the	DET
easat-5087	213	20	study	study	NOUN
easat-5087	213	21	;	;	PUNCT
easat-5087	213	22	that	that	SCONJ
easat-5087	213	23	no	no	DET
easat-5087	213	24	vital	vital	ADJ
easat-5087	213	25	features	feature	NOUN
easat-5087	213	26	of	of	ADP
easat-5087	213	27	the	the	DET
easat-5087	213	28	study	study	NOUN
easat-5087	213	29	have	have	AUX
easat-5087	213	30	been	be	AUX
easat-5087	213	31	omitted	omit	VERB
easat-5087	213	32	;	;	PUNCT
easat-5087	213	33	and	and	CCONJ
easat-5087	213	34	that	that	SCONJ
easat-5087	213	35	any	any	DET
easat-5087	213	36	discrepancies	discrepancy	NOUN
easat-5087	213	37	from	from	ADP
easat-5087	213	38	the	the	DET
easat-5087	213	39	study	study	NOUN
easat-5087	213	40	as	as	SCONJ
easat-5087	213	41	planned	plan	VERB
easat-5087	213	42	have	have	AUX
easat-5087	213	43	been	be	AUX
easat-5087	213	44	explained	explain	VERB
easat-5087	213	45	.	.	PUNCT
easat-5087	214	1	this	this	DET
easat-5087	214	2	study	study	NOUN
easat-5087	214	3	followed	follow	VERB
easat-5087	214	4	all	all	DET
easat-5087	214	5	ethical	ethical	ADJ
easat-5087	214	6	practices	practice	NOUN
easat-5087	214	7	during	during	ADP
easat-5087	214	8	writing	writing	NOUN
easat-5087	214	9	.	.	PUNCT
easat-5087	215	1	copyright	copyright	NOUN
easat-5087	215	2	:	:	PUNCT
easat-5087	215	3	©	©	PROPN
easat-5087	215	4	2025	2025	NUM
easat-5087	215	5	by	by	ADP
easat-5087	215	6	the	the	DET
easat-5087	215	7	authors	author	NOUN
easat-5087	215	8	.	.	PUNCT
easat-5087	216	1	this	this	DET
easat-5087	216	2	open	open	ADJ
easat-5087	216	3	-	-	PUNCT
easat-5087	216	4	access	access	NOUN
easat-5087	216	5	article	article	NOUN
easat-5087	216	6	is	be	AUX
easat-5087	216	7	distributed	distribute	VERB
easat-5087	216	8	under	under	ADP
easat-5087	216	9	the	the	DET
easat-5087	216	10	terms	term	NOUN
easat-5087	216	11	and	and	CCONJ
easat-5087	216	12	conditions	condition	NOUN
easat-5087	216	13	of	of	ADP
easat-5087	216	14	the	the	DET
easat-5087	216	15	creative	creative	ADJ
easat-5087	216	16	commons	common	NOUN
easat-5087	216	17	attribution	attribution	NOUN
easat-5087	216	18	(	(	PUNCT
easat-5087	216	19	cc	cc	NOUN
easat-5087	216	20	by	by	ADP
easat-5087	216	21	)	)	PUNCT
easat-5087	216	22	license	license	NOUN
easat-5087	216	23	(	(	PUNCT
easat-5087	216	24	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5087	216	25	)	)	PUNCT
easat-5087	216	26	.	.	PUNCT
easat-5087	217	1	references	reference	NOUN
easat-5087	217	2	[	[	X
easat-5087	217	3	1	1	NUM
easat-5087	217	4	]	]	PUNCT
easat-5087	217	5	z.	z.	PROPN
easat-5087	217	6	agha	agha	PROPN
easat-5087	217	7	,	,	PUNCT
easat-5087	217	8	z.	z.	PROPN
easat-5087	217	9	zhang	zhang	PROPN
easat-5087	217	10	,	,	PUNCT
easat-5087	217	11	o.	o.	PROPN
easat-5087	217	12	obajemu	obajemu	PROPN
easat-5087	217	13	,	,	PUNCT
easat-5087	217	14	l.	l.	PROPN
easat-5087	217	15	shirley	shirley	PROPN
easat-5087	217	16	,	,	PUNCT
easat-5087	217	17	and	and	CCONJ
easat-5087	217	18	p.	p.	PROPN
easat-5087	217	19	j.	j.	PROPN
easat-5087	217	20	wisniewski	wisniewski	PROPN
easat-5087	217	21	,	,	PUNCT
easat-5087	217	22	"	"	PUNCT
easat-5087	217	23	a	a	DET
easat-5087	217	24	case	case	NOUN
easat-5087	217	25	study	study	NOUN
easat-5087	217	26	on	on	ADP
easat-5087	217	27	user	user	NOUN
easat-5087	217	28	experience	experience	NOUN
easat-5087	217	29	bootcamps	bootcamp	NOUN
easat-5087	217	30	with	with	ADP
easat-5087	217	31	teens	teen	NOUN
easat-5087	217	32	to	to	AUX
easat-5087	217	33	co	co	VERB
easat-5087	217	34	-	-	VERB
easat-5087	217	35	design	design	VERB
easat-5087	217	36	real	real	ADJ
easat-5087	217	37	-	-	PUNCT
easat-5087	217	38	time	time	NOUN
easat-5087	217	39	online	online	ADJ
easat-5087	217	40	safety	safety	NOUN
easat-5087	217	41	interventions	intervention	NOUN
easat-5087	217	42	,	,	PUNCT
easat-5087	217	43	"	"	PUNCT
easat-5087	217	44	presented	present	VERB
easat-5087	217	45	at	at	ADP
easat-5087	217	46	the	the	DET
easat-5087	217	47	chi	chi	PROPN
easat-5087	217	48	conference	conference	NOUN
easat-5087	217	49	on	on	ADP
easat-5087	217	50	human	human	ADJ
easat-5087	217	51	factors	factor	NOUN
easat-5087	217	52	in	in	ADP
easat-5087	217	53	computing	computing	NOUN
easat-5087	217	54	systems	system	NOUN
easat-5087	217	55	extended	extend	VERB
easat-5087	217	56	abstracts	abstract	NOUN
easat-5087	217	57	,	,	PUNCT
easat-5087	217	58	acm	acm	PROPN
easat-5087	217	59	,	,	PUNCT
easat-5087	217	60	2022	2022	NUM
easat-5087	217	61	.	.	PUNCT
easat-5087	218	1	[	[	X
easat-5087	218	2	2	2	X
easat-5087	218	3	]	]	X
easat-5087	218	4	y.	y.	PROPN
easat-5087	218	5	a.	a.	PROPN
easat-5087	218	6	ahmed	ahmed	PROPN
easat-5087	218	7	,	,	PUNCT
easat-5087	218	8	m.	m.	PROPN
easat-5087	218	9	n.	n.	PROPN
easat-5087	218	10	ahmad	ahmad	PROPN
easat-5087	218	11	,	,	PUNCT
easat-5087	218	12	n.	n.	PROPN
easat-5087	218	13	ahmad	ahmad	PROPN
easat-5087	218	14	,	,	PUNCT
easat-5087	218	15	and	and	CCONJ
easat-5087	218	16	n.	n.	PROPN
easat-5087	218	17	h.	h.	PROPN
easat-5087	218	18	zakaria	zakaria	PROPN
easat-5087	218	19	,	,	PUNCT
easat-5087	218	20	"	"	PUNCT
easat-5087	218	21	social	social	ADJ
easat-5087	218	22	media	medium	NOUN
easat-5087	218	23	for	for	ADP
easat-5087	218	24	knowledge	knowledge	NOUN
easat-5087	218	25	-	-	PUNCT
easat-5087	218	26	sharing	sharing	NOUN
easat-5087	218	27	:	:	PUNCT
easat-5087	218	28	a	a	DET
easat-5087	218	29	systematic	systematic	ADJ
easat-5087	218	30	literature	literature	NOUN
easat-5087	218	31	review	review	NOUN
easat-5087	218	32	,	,	PUNCT
easat-5087	218	33	"	"	PUNCT
easat-5087	218	34	telematics	telematic	NOUN
easat-5087	218	35	and	and	CCONJ
easat-5087	218	36	informatics	informatic	NOUN
easat-5087	218	37	,	,	PUNCT
easat-5087	218	38	vol	vol	NOUN
easat-5087	218	39	.	.	PROPN
easat-5087	219	1	37	37	NUM
easat-5087	219	2	,	,	PUNCT
easat-5087	219	3	pp	pp	ADJ
easat-5087	219	4	.	.	PUNCT
easat-5087	220	1	72	72	NUM
easat-5087	220	2	-	-	SYM
easat-5087	220	3	112	112	NUM
easat-5087	220	4	,	,	PUNCT
easat-5087	220	5	2019	2019	NUM
easat-5087	220	6	.	.	PUNCT
easat-5087	221	1	https://doi.org/10.1016/j.tele.2018.01.015	https://doi.org/10.1016/j.tele.2018.01.015	NOUN
easat-5087	222	1	[	[	X
easat-5087	222	2	3	3	NUM
easat-5087	222	3	]	]	X
easat-5087	222	4	l.	l.	PROPN
easat-5087	222	5	h.	h.	PROPN
easat-5087	222	6	ajmani	ajmani	PROPN
easat-5087	222	7	,	,	PUNCT
easat-5087	222	8	s.	s.	PROPN
easat-5087	222	9	chancellor	chancellor	PROPN
easat-5087	222	10	,	,	PUNCT
easat-5087	222	11	b.	b.	PROPN
easat-5087	222	12	mehta	mehta	PROPN
easat-5087	222	13	,	,	PUNCT
easat-5087	222	14	c.	c.	PROPN
easat-5087	222	15	fiesler	fiesler	PROPN
easat-5087	222	16	,	,	PUNCT
easat-5087	222	17	m.	m.	PROPN
easat-5087	222	18	zimmer	zimmer	PROPN
easat-5087	222	19	,	,	PUNCT
easat-5087	222	20	and	and	CCONJ
easat-5087	222	21	m.	m.	PROPN
easat-5087	222	22	de	de	PROPN
easat-5087	222	23	choudhury	choudhury	PROPN
easat-5087	222	24	,	,	PUNCT
easat-5087	222	25	"	"	PUNCT
easat-5087	222	26	a	a	DET
easat-5087	222	27	systematic	systematic	ADJ
easat-5087	222	28	review	review	NOUN
easat-5087	222	29	of	of	ADP
easat-5087	222	30	ethics	ethic	NOUN
easat-5087	222	31	disclosures	disclosure	NOUN
easat-5087	222	32	in	in	ADP
easat-5087	222	33	predictive	predictive	ADJ
easat-5087	222	34	mental	mental	ADJ
easat-5087	222	35	health	health	NOUN
easat-5087	222	36	research	research	NOUN
easat-5087	222	37	,	,	PUNCT
easat-5087	222	38	"	"	PUNCT
easat-5087	222	39	in	in	ADP
easat-5087	222	40	proceedings	proceeding	NOUN
easat-5087	222	41	of	of	ADP
easat-5087	222	42	the	the	DET
easat-5087	222	43	2023	2023	NUM
easat-5087	222	44	acm	acm	NOUN
easat-5087	222	45	conference	conference	NOUN
easat-5087	222	46	on	on	ADP
easat-5087	222	47	fairness	fairness	NOUN
easat-5087	222	48	,	,	PUNCT
easat-5087	222	49	accountability	accountability	NOUN
easat-5087	222	50	,	,	PUNCT
easat-5087	222	51	and	and	CCONJ
easat-5087	222	52	transparency	transparency	NOUN
easat-5087	222	53	,	,	PUNCT
easat-5087	222	54	acm	acm	PROPN
easat-5087	222	55	,	,	PUNCT
easat-5087	222	56	2023	2023	NUM
easat-5087	222	57	,	,	PUNCT
easat-5087	222	58	pp	pp	ADJ
easat-5087	222	59	.	.	PUNCT
easat-5087	223	1	1311	1311	NUM
easat-5087	223	2	-	-	SYM
easat-5087	223	3	1323	1323	NUM
easat-5087	223	4	.	.	PUNCT
easat-5087	224	1	[	[	X
easat-5087	224	2	4	4	X
easat-5087	224	3	]	]	PUNCT
easat-5087	224	4	m.	m.	NOUN
easat-5087	224	5	a.	a.	PROPN
easat-5087	224	6	al	al	PROPN
easat-5087	224	7	-	-	PUNCT
easat-5087	224	8	garadi	garadi	PROPN
easat-5087	224	9	et	et	PROPN
easat-5087	224	10	al	al	PROPN
easat-5087	224	11	.	.	PROPN
easat-5087	224	12	,	,	PUNCT
easat-5087	224	13	"	"	PUNCT
easat-5087	224	14	predicting	predict	VERB
easat-5087	224	15	cyberviolence	cyberviolence	NOUN
easat-5087	224	16	on	on	ADP
easat-5087	224	17	social	social	ADJ
easat-5087	224	18	media	medium	NOUN
easat-5087	224	19	in	in	ADP
easat-5087	224	20	the	the	DET
easat-5087	224	21	big	big	ADJ
easat-5087	224	22	data	data	NOUN
easat-5087	224	23	era	era	NOUN
easat-5087	224	24	using	use	VERB
easat-5087	224	25	machine	machine	NOUN
easat-5087	224	26	learning	learn	VERB
easat-5087	224	27	algorithms	algorithm	NOUN
easat-5087	224	28	:	:	PUNCT
easat-5087	224	29	review	review	NOUN
easat-5087	224	30	of	of	ADP
easat-5087	224	31	literature	literature	NOUN
easat-5087	224	32	and	and	CCONJ
easat-5087	224	33	open	open	ADJ
easat-5087	224	34	challenges	challenge	NOUN
easat-5087	224	35	,	,	PUNCT
easat-5087	224	36	"	"	PUNCT
easat-5087	224	37	ieee	ieee	NOUN
easat-5087	224	38	access	access	NOUN
easat-5087	224	39	,	,	PUNCT
easat-5087	224	40	vol	vol	NOUN
easat-5087	224	41	.	.	PROPN
easat-5087	224	42	7	7	NUM
easat-5087	224	43	,	,	PUNCT
easat-5087	224	44	pp	pp	ADJ
easat-5087	224	45	.	.	PUNCT
easat-5087	225	1	70701	70701	NUM
easat-5087	225	2	-	-	SYM
easat-5087	225	3	70718	70718	NUM
easat-5087	225	4	,	,	PUNCT
easat-5087	225	5	2019	2019	NUM
easat-5087	225	6	.	.	PUNCT
easat-5087	226	1	https://doi.org/10.1109/access.2019.2918354	https://doi.org/10.1109/access.2019.2918354	PROPN
easat-5087	226	2	[	[	X
easat-5087	226	3	5	5	NUM
easat-5087	226	4	]	]	PUNCT
easat-5087	226	5	a.	a.	NOUN
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easat-5087	226	7	et	et	PROPN
easat-5087	226	8	al	al	PROPN
easat-5087	226	9	.	.	PROPN
easat-5087	226	10	,	,	PUNCT
easat-5087	226	11	"	"	PUNCT
easat-5087	226	12	mosafely	mosafely	ADV
easat-5087	226	13	,	,	PUNCT
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easat-5087	226	15	that	that	SCONJ
easat-5087	226	16	sus	sus	PROPN
easat-5087	226	17	?	?	PUNCT
easat-5087	227	1	a	a	DET
easat-5087	227	2	youth	youth	NOUN
easat-5087	227	3	-	-	PUNCT
easat-5087	227	4	centric	centric	ADJ
easat-5087	227	5	online	online	ADJ
easat-5087	227	6	risk	risk	NOUN
easat-5087	227	7	assessment	assessment	NOUN
easat-5087	227	8	dashboard	dashboard	NOUN
easat-5087	227	9	,	,	PUNCT
easat-5087	227	10	"	"	PUNCT
easat-5087	227	11	presented	present	VERB
easat-5087	227	12	at	at	ADP
easat-5087	227	13	the	the	DET
easat-5087	227	14	companion	companion	NOUN
easat-5087	227	15	publication	publication	NOUN
easat-5087	227	16	of	of	ADP
easat-5087	227	17	the	the	DET
easat-5087	227	18	2022	2022	NUM
easat-5087	227	19	conference	conference	NOUN
easat-5087	227	20	on	on	ADP
easat-5087	227	21	computer	computer	NOUN
easat-5087	227	22	supported	support	VERB
easat-5087	227	23	cooperative	cooperative	ADJ
easat-5087	227	24	work	work	NOUN
easat-5087	227	25	and	and	CCONJ
easat-5087	227	26	social	social	ADJ
easat-5087	227	27	computing	computing	NOUN
easat-5087	227	28	,	,	PUNCT
easat-5087	227	29	acm	acm	PROPN
easat-5087	227	30	,	,	PUNCT
easat-5087	227	31	2022	2022	NUM
easat-5087	227	32	.	.	PUNCT
easat-5087	228	1	[	[	X
easat-5087	228	2	6	6	NUM
easat-5087	228	3	]	]	PUNCT
easat-5087	228	4	a.	a.	NOUN
easat-5087	228	5	alsoubai	alsoubai	PROPN
easat-5087	228	6	et	et	PROPN
easat-5087	228	7	al	al	PROPN
easat-5087	228	8	.	.	PROPN
easat-5087	228	9	,	,	PUNCT
easat-5087	228	10	"	"	PUNCT
easat-5087	228	11	profiling	profile	VERB
easat-5087	228	12	the	the	DET
easat-5087	228	13	offline	offline	ADJ
easat-5087	228	14	and	and	CCONJ
easat-5087	228	15	online	online	ADJ
easat-5087	228	16	risk	risk	NOUN
easat-5087	228	17	experiences	experience	NOUN
easat-5087	228	18	of	of	ADP
easat-5087	228	19	youth	youth	NOUN
easat-5087	228	20	to	to	PART
easat-5087	228	21	develop	develop	VERB
easat-5087	228	22	targeted	target	VERB
easat-5087	228	23	interventions	intervention	NOUN
easat-5087	228	24	for	for	ADP
easat-5087	228	25	online	online	ADJ
easat-5087	228	26	safety	safety	NOUN
easat-5087	228	27	,	,	PUNCT
easat-5087	228	28	"	"	PUNCT
easat-5087	228	29	in	in	ADP
easat-5087	228	30	proceedings	proceeding	NOUN
easat-5087	228	31	of	of	ADP
easat-5087	228	32	the	the	DET
easat-5087	228	33	acm	acm	NOUN
easat-5087	228	34	on	on	ADP
easat-5087	228	35	human	human	ADJ
easat-5087	228	36	-	-	PUNCT
easat-5087	228	37	computer	computer	NOUN
easat-5087	228	38	interaction	interaction	NOUN
easat-5087	228	39	,	,	PUNCT
easat-5087	228	40	1(cscw2	1(cscw2	NUM
easat-5087	228	41	)	)	PUNCT
easat-5087	228	42	,	,	PUNCT
easat-5087	228	43	2024	2024	NUM
easat-5087	228	44	,	,	PUNCT
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easat-5087	228	47	.	.	PUNCT
easat-5087	229	1	[	[	X
easat-5087	229	2	7	7	X
easat-5087	229	3	]	]	PUNCT
easat-5087	229	4	s.	s.	PROPN
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easat-5087	229	9	,	,	PUNCT
easat-5087	229	10	"	"	PUNCT
easat-5087	229	11	guidelines	guideline	NOUN
easat-5087	229	12	for	for	ADP
easat-5087	229	13	human	human	NOUN
easat-5087	229	14	-	-	PUNCT
easat-5087	229	15	ai	ai	NOUN
easat-5087	229	16	interaction	interaction	NOUN
easat-5087	229	17	,	,	PUNCT
easat-5087	229	18	"	"	PUNCT
easat-5087	229	19	in	in	ADP
easat-5087	229	20	proceedings	proceeding	NOUN
easat-5087	229	21	of	of	ADP
easat-5087	229	22	the	the	DET
easat-5087	229	23	2019	2019	NUM
easat-5087	229	24	chi	chi	PROPN
easat-5087	229	25	conference	conference	NOUN
easat-5087	229	26	on	on	ADP
easat-5087	229	27	human	human	ADJ
easat-5087	229	28	factors	factor	NOUN
easat-5087	229	29	in	in	ADP
easat-5087	229	30	computing	computing	NOUN
easat-5087	229	31	systems	system	NOUN
easat-5087	229	32	,	,	PUNCT
easat-5087	229	33	acm	acm	PROPN
easat-5087	229	34	,	,	PUNCT
easat-5087	229	35	2019	2019	NUM
easat-5087	229	36	,	,	PUNCT
easat-5087	229	37	pp	pp	ADJ
easat-5087	229	38	.	.	PUNCT
easat-5087	230	1	1	1	NUM
easat-5087	230	2	-	-	SYM
easat-5087	230	3	13	13	NUM
easat-5087	230	4	.	.	PUNCT
easat-5087	231	1	[	[	X
easat-5087	231	2	8	8	NUM
easat-5087	231	3	]	]	X
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easat-5087	231	7	s.	s.	PROPN
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easat-5087	231	9	,	,	PUNCT
easat-5087	231	10	m.	m.	PROPN
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easat-5087	231	16	and	and	CCONJ
easat-5087	231	17	g.	g.	PROPN
easat-5087	231	18	neff	neff	PROPN
easat-5087	231	19	,	,	PUNCT
easat-5087	231	20	human	human	NOUN
easat-5087	231	21	-	-	PUNCT
easat-5087	231	22	centered	center	VERB
easat-5087	231	23	data	datum	NOUN
easat-5087	231	24	science	science	NOUN
easat-5087	231	25	:	:	PUNCT
easat-5087	231	26	an	an	DET
easat-5087	231	27	introduction	introduction	NOUN
easat-5087	231	28	.	.	PUNCT
easat-5087	232	1	united	united	PROPN
easat-5087	232	2	states	states	PROPN
easat-5087	232	3	:	:	PUNCT
easat-5087	232	4	mit	mit	VERB
easat-5087	232	5	press	press	NOUN
easat-5087	232	6	,	,	PUNCT
easat-5087	232	7	2022	2022	NUM
easat-5087	232	8	.	.	PUNCT
easat-5087	233	1	[	[	X
easat-5087	233	2	9	9	NUM
easat-5087	233	3	]	]	X
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easat-5087	233	5	arif	arif	PROPN
easat-5087	233	6	,	,	PUNCT
easat-5087	233	7	"	"	PUNCT
easat-5087	233	8	a	a	DET
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easat-5087	233	10	review	review	NOUN
easat-5087	233	11	of	of	ADP
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easat-5087	233	14	algorithms	algorithm	NOUN
easat-5087	233	15	in	in	ADP
easat-5087	233	16	cyberviolence	cyberviolence	NOUN
easat-5087	233	17	detection	detection	NOUN
easat-5087	233	18	:	:	PUNCT
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easat-5087	233	20	directions	direction	NOUN
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easat-5087	233	23	,	,	PUNCT
easat-5087	233	24	"	"	PUNCT
easat-5087	233	25	journal	journal	NOUN
easat-5087	233	26	of	of	ADP
easat-5087	233	27	information	information	NOUN
easat-5087	233	28	security	security	NOUN
easat-5087	233	29	and	and	CCONJ
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easat-5087	233	34	.	.	PROPN
easat-5087	233	35	4	4	NUM
easat-5087	233	36	,	,	PUNCT
easat-5087	233	37	no	no	INTJ
easat-5087	233	38	.	.	NOUN
easat-5087	233	39	1	1	NUM
easat-5087	233	40	,	,	PUNCT
easat-5087	233	41	pp	pp	ADJ
easat-5087	233	42	.	.	PUNCT
easat-5087	233	43	01	01	NUM
easat-5087	233	44	-	-	SYM
easat-5087	233	45	26	26	NUM
easat-5087	233	46	,	,	PUNCT
easat-5087	233	47	2021	2021	NUM
easat-5087	233	48	.	.	PUNCT
easat-5087	234	1	[	[	X
easat-5087	234	2	10	10	NUM
easat-5087	234	3	]	]	X
easat-5087	234	4	b.	b.	PROPN
easat-5087	234	5	barnhart	barnhart	PROPN
easat-5087	234	6	,	,	PUNCT
easat-5087	234	7	"	"	PUNCT
easat-5087	234	8	41	41	NUM
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easat-5087	234	10	the	the	DET
easat-5087	234	11	most	most	ADV
easat-5087	234	12	important	important	ADJ
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easat-5087	234	14	media	medium	NOUN
easat-5087	234	15	marketing	marketing	NOUN
easat-5087	234	16	statistics	statistic	NOUN
easat-5087	234	17	for	for	ADP
easat-5087	234	18	2022	2022	NUM
easat-5087	234	19	,	,	PUNCT
easat-5087	234	20	"	"	PUNCT
easat-5087	234	21	retrieved	retrieve	VERB
easat-5087	234	22	:	:	PUNCT
easat-5087	234	23	https://sproutsocial.com/insights/social-media-statistics/.	https://sproutsocial.com/insights/social-media-statistics/.	NOUN
easat-5087	235	1	[	[	X
easat-5087	235	2	accessed	access	VERB
easat-5087	235	3	2022	2022	NUM
easat-5087	235	4	.	.	PUNCT
easat-5087	236	1	[	[	X
easat-5087	236	2	11	11	NUM
easat-5087	236	3	]	]	PUNCT
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easat-5087	236	6	et	et	PROPN
easat-5087	236	7	al	al	PROPN
easat-5087	236	8	.	.	PROPN
easat-5087	236	9	,	,	PUNCT
easat-5087	236	10	"	"	PUNCT
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easat-5087	236	14	the	the	DET
easat-5087	236	15	adaptive	adaptive	ADJ
easat-5087	236	16	scheduling	scheduling	NOUN
easat-5087	236	17	of	of	ADP
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easat-5087	236	21	"	"	PUNCT
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easat-5087	236	26	2020	2020	NUM
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easat-5087	236	28	conference	conference	NOUN
easat-5087	236	29	on	on	ADP
easat-5087	236	30	human	human	ADJ
easat-5087	236	31	factors	factor	NOUN
easat-5087	236	32	in	in	ADP
easat-5087	236	33	computing	computing	NOUN
easat-5087	236	34	systems	system	NOUN
easat-5087	236	35	,	,	PUNCT
easat-5087	236	36	acm	acm	PROPN
easat-5087	236	37	,	,	PUNCT
easat-5087	236	38	2020	2020	NUM
easat-5087	236	39	,	,	PUNCT
easat-5087	236	40	pp	pp	ADV
easat-5087	236	41	.	.	PUNCT
easat-5087	237	1	1	1	NUM
easat-5087	237	2	-	-	SYM
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easat-5087	238	1	[	[	X
easat-5087	238	2	12	12	NUM
easat-5087	238	3	]	]	PUNCT
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easat-5087	238	11	-	-	PUNCT
easat-5087	238	12	centered	center	VERB
easat-5087	238	13	algorithm	algorithm	NOUN
easat-5087	238	14	design	design	NOUN
easat-5087	238	15	,	,	PUNCT
easat-5087	238	16	"	"	PUNCT
easat-5087	238	17	big	big	ADJ
easat-5087	238	18	data	datum	NOUN
easat-5087	238	19	&	&	CCONJ
easat-5087	238	20	society	society	NOUN
easat-5087	238	21	,	,	PUNCT
easat-5087	238	22	vol	vol	NOUN
easat-5087	238	23	.	.	PROPN
easat-5087	238	24	4	4	NUM
easat-5087	238	25	,	,	PUNCT
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easat-5087	238	27	.	.	NOUN
easat-5087	238	28	2	2	NUM
easat-5087	238	29	,	,	PUNCT
easat-5087	238	30	p.	p.	NOUN
easat-5087	238	31	2053951717718854	2053951717718854	NUM
easat-5087	238	32	,	,	PUNCT
easat-5087	238	33	2017	2017	NUM
easat-5087	238	34	.	.	PUNCT
easat-5087	239	1	https://doi.org/10.1177/2053951717718854	https://doi.org/10.1177/2053951717718854	X
easat-5087	240	1	[	[	X
easat-5087	240	2	13	13	NUM
easat-5087	240	3	]	]	X
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easat-5087	240	6	-	-	PUNCT
easat-5087	240	7	orgaz	orgaz	PROPN
easat-5087	240	8	,	,	PUNCT
easat-5087	240	9	j.	j.	PROPN
easat-5087	240	10	j.	j.	PROPN
easat-5087	240	11	jung	jung	PROPN
easat-5087	240	12	,	,	PUNCT
easat-5087	240	13	and	and	CCONJ
easat-5087	240	14	d.	d.	PROPN
easat-5087	240	15	camacho	camacho	PROPN
easat-5087	240	16	,	,	PUNCT
easat-5087	240	17	"	"	PUNCT
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easat-5087	240	19	big	big	ADJ
easat-5087	240	20	data	datum	NOUN
easat-5087	240	21	:	:	PUNCT
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easat-5087	240	23	achievements	achievement	NOUN
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easat-5087	240	25	new	new	ADJ
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easat-5087	240	31	,	,	PUNCT
easat-5087	240	32	vol	vol	NOUN
easat-5087	240	33	.	.	PROPN
easat-5087	240	34	28	28	NUM
easat-5087	240	35	,	,	PUNCT
easat-5087	240	36	pp	pp	ADJ
easat-5087	240	37	.	.	PUNCT
easat-5087	241	1	45	45	NUM
easat-5087	241	2	-	-	SYM
easat-5087	241	3	59	59	NUM
easat-5087	241	4	,	,	PUNCT
easat-5087	241	5	2016	2016	NUM
easat-5087	241	6	.	.	PUNCT
easat-5087	242	1	https://doi.org/10.1016/j.inffus.2015.08.005	https://doi.org/10.1016/j.inffus.2015.08.005	PROPN
easat-5087	242	2	https://creativecommons.org/licenses/by/4.0/	https://creativecommons.org/licenses/by/4.0/	PROPN
easat-5087	242	3	https://doi.org/10.1016/j.tele.2018.01.015	https://doi.org/10.1016/j.tele.2018.01.015	PROPN
easat-5087	242	4	https://doi.org/10.1109/access.2019.2918354	https://doi.org/10.1109/access.2019.2918354	PROPN
easat-5087	242	5	https://sproutsocial.com/insights/social-media-statistics/	https://sproutsocial.com/insights/social-media-statistics/	PROPN
easat-5087	242	6	https://doi.org/10.1177/2053951717718854	https://doi.org/10.1177/2053951717718854	PRON
easat-5087	242	7	https://doi.org/10.1016/j.inffus.2015.08.005	https://doi.org/10.1016/j.inffus.2015.08.005	VERB
easat-5087	242	8	2352	2352	NUM
easat-5087	242	9	edelweiss	edelweiss	PROPN
easat-5087	242	10	applied	apply	VERB
easat-5087	242	11	science	science	NOUN
easat-5087	242	12	and	and	CCONJ
easat-5087	242	13	technology	technology	NOUN
easat-5087	242	14	issn	issn	PROPN
easat-5087	242	15	:	:	PUNCT
easat-5087	242	16	2576	2576	NUM
easat-5087	242	17	-	-	SYM
easat-5087	242	18	8484	8484	NUM
easat-5087	242	19	vol	vol	NOUN
easat-5087	242	20	.	.	PROPN
easat-5087	243	1	9	9	NUM
easat-5087	243	2	,	,	PUNCT
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easat-5087	243	4	.	.	NOUN
easat-5087	243	5	2	2	NUM
easat-5087	243	6	:	:	PUNCT
easat-5087	243	7	2341	2341	NUM
easat-5087	243	8	-	-	SYM
easat-5087	243	9	2352	2352	NUM
easat-5087	243	10	,	,	PUNCT
easat-5087	243	11	2025	2025	NUM
easat-5087	243	12	doi	doi	NOUN
easat-5087	243	13	:	:	PUNCT
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easat-5087	243	15	©	©	PROPN
easat-5087	243	16	2025	2025	NUM
easat-5087	243	17	by	by	ADP
easat-5087	243	18	the	the	DET
easat-5087	243	19	authors	author	NOUN
easat-5087	243	20	;	;	PUNCT
easat-5087	243	21	licensee	licensee	PROPN
easat-5087	243	22	learning	learning	NOUN
easat-5087	243	23	gate	gate	NOUN
easat-5087	244	1	[	[	X
easat-5087	244	2	14	14	NUM
easat-5087	244	3	]	]	X
easat-5087	244	4	d.	d.	PROPN
easat-5087	244	5	chatzakou	chatzakou	PROPN
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easat-5087	244	8	.	.	PROPN
easat-5087	244	9	,	,	PUNCT
easat-5087	244	10	"	"	PUNCT
easat-5087	244	11	detecting	detect	VERB
easat-5087	244	12	cyberviolence	cyberviolence	NOUN
easat-5087	244	13	and	and	CCONJ
easat-5087	244	14	cyberaggression	cyberaggression	NOUN
easat-5087	244	15	in	in	ADP
easat-5087	244	16	social	social	ADJ
easat-5087	244	17	media	medium	NOUN
easat-5087	244	18	,	,	PUNCT
easat-5087	244	19	"	"	PUNCT
easat-5087	244	20	acm	acm	NOUN
easat-5087	244	21	transactions	transaction	NOUN
easat-5087	244	22	on	on	ADP
easat-5087	244	23	the	the	DET
easat-5087	244	24	web	web	NOUN
easat-5087	244	25	(	(	PUNCT
easat-5087	244	26	tweb	tweb	NOUN
easat-5087	244	27	)	)	PUNCT
easat-5087	244	28	,	,	PUNCT
easat-5087	244	29	vol	vol	NOUN
easat-5087	244	30	.	.	PROPN
easat-5087	244	31	13	13	NUM
easat-5087	244	32	,	,	PUNCT
easat-5087	244	33	no	no	INTJ
easat-5087	244	34	.	.	NOUN
easat-5087	244	35	3	3	NUM
easat-5087	244	36	,	,	PUNCT
easat-5087	244	37	pp	pp	ADJ
easat-5087	244	38	.	.	PUNCT
easat-5087	245	1	1	1	NUM
easat-5087	245	2	-	-	SYM
easat-5087	245	3	51	51	NUM
easat-5087	245	4	,	,	PUNCT
easat-5087	245	5	2019	2019	NUM
easat-5087	245	6	.	.	PUNCT
easat-5087	246	1	https://doi.org/10.1145/3343484	https://doi.org/10.1145/3343484	X
easat-5087	247	1	[	[	X
easat-5087	247	2	15	15	NUM
easat-5087	247	3	]	]	X
easat-5087	247	4	r.	r.	PROPN
easat-5087	247	5	benjamin	benjamin	PROPN
easat-5087	247	6	,	,	PUNCT
easat-5087	247	7	"	"	PUNCT
easat-5087	247	8	assessing	assess	VERB
easat-5087	247	9	risk	risk	NOUN
easat-5087	247	10	,	,	PUNCT
easat-5087	247	11	automating	automate	VERB
easat-5087	247	12	racism	racism	NOUN
easat-5087	247	13	,	,	PUNCT
easat-5087	247	14	"	"	PUNCT
easat-5087	247	15	science	science	NOUN
easat-5087	247	16	,	,	PUNCT
easat-5087	247	17	vol	vol	NOUN
easat-5087	247	18	.	.	PROPN
easat-5087	247	19	366	366	NUM
easat-5087	247	20	,	,	PUNCT
easat-5087	247	21	no	no	INTJ
easat-5087	247	22	.	.	NOUN
easat-5087	247	23	6464	6464	NUM
easat-5087	247	24	,	,	PUNCT
easat-5087	247	25	pp	pp	ADV
easat-5087	247	26	.	.	PUNCT
easat-5087	248	1	421	421	NUM
easat-5087	248	2	-	-	SYM
easat-5087	248	3	422	422	NUM
easat-5087	248	4	,	,	PUNCT
easat-5087	248	5	2019	2019	NUM
easat-5087	248	6	.	.	PUNCT
easat-5087	249	1	https://doi.org/10.1126/science.aaz3873	https://doi.org/10.1126/science.aaz3873	PROPN
easat-5087	250	1	[	[	X
easat-5087	250	2	16	16	NUM
easat-5087	250	3	]	]	X
easat-5087	250	4	l.	l.	PROPN
easat-5087	250	5	cheng	cheng	PROPN
easat-5087	250	6	,	,	PUNCT
easat-5087	250	7	r.	r.	PROPN
easat-5087	250	8	guo	guo	PROPN
easat-5087	250	9	,	,	PUNCT
easat-5087	250	10	y.	y.	PROPN
easat-5087	250	11	n.	n.	PROPN
easat-5087	250	12	silva	silva	PROPN
easat-5087	250	13	,	,	PUNCT
easat-5087	250	14	d.	d.	PROPN
easat-5087	250	15	hall	hall	PROPN
easat-5087	250	16	,	,	PUNCT
easat-5087	250	17	and	and	CCONJ
easat-5087	250	18	h.	h.	PROPN
easat-5087	250	19	liu	liu	PROPN
easat-5087	250	20	,	,	PUNCT
easat-5087	250	21	"	"	PUNCT
easat-5087	250	22	modeling	model	VERB
easat-5087	250	23	temporal	temporal	ADJ
easat-5087	250	24	patterns	pattern	NOUN
easat-5087	250	25	of	of	ADP
easat-5087	250	26	cyberbullying	cyberbullye	VERB
easat-5087	250	27	detection	detection	NOUN
easat-5087	250	28	with	with	ADP
easat-5087	250	29	hierarchical	hierarchical	ADJ
easat-5087	250	30	attention	attention	NOUN
easat-5087	250	31	networks	network	NOUN
easat-5087	250	32	,	,	PUNCT
easat-5087	250	33	"	"	PUNCT
easat-5087	250	34	acm	acm	PROPN
easat-5087	250	35	/	/	SYM
easat-5087	250	36	ims	im	NOUN
easat-5087	250	37	transactions	transaction	NOUN
easat-5087	250	38	on	on	ADP
easat-5087	250	39	data	datum	NOUN
easat-5087	250	40	science	science	NOUN
easat-5087	250	41	,	,	PUNCT
easat-5087	250	42	vol	vol	NOUN
easat-5087	250	43	.	.	PROPN
easat-5087	250	44	2	2	NUM
easat-5087	250	45	,	,	PUNCT
easat-5087	250	46	no	no	INTJ
easat-5087	250	47	.	.	NOUN
easat-5087	250	48	2	2	NUM
easat-5087	250	49	,	,	PUNCT
easat-5087	250	50	pp	pp	ADJ
easat-5087	250	51	.	.	PUNCT
easat-5087	251	1	1	1	NUM
easat-5087	251	2	-	-	SYM
easat-5087	251	3	23	23	NUM
easat-5087	251	4	,	,	PUNCT
easat-5087	251	5	2021	2021	NUM
easat-5087	251	6	.	.	PUNCT
easat-5087	252	1	https://doi.org/10.1145/3441141	https://doi.org/10.1145/3441141	PUNCT
easat-5087	253	1	[	[	X
easat-5087	253	2	17	17	NUM
easat-5087	253	3	]	]	PUNCT
easat-5087	253	4	s.	s.	PROPN
easat-5087	253	5	c.	c.	PROPN
easat-5087	253	6	boyle	boyle	PROPN
easat-5087	253	7	and	and	CCONJ
easat-5087	253	8	j.	j.	PROPN
easat-5087	253	9	w.	w.	PROPN
easat-5087	253	10	labrie	labrie	PROPN
easat-5087	253	11	,	,	PUNCT
easat-5087	253	12	"	"	PUNCT
easat-5087	253	13	a	a	DET
easat-5087	253	14	gamified	gamifie	VERB
easat-5087	253	15	,	,	PUNCT
easat-5087	253	16	social	social	ADJ
easat-5087	253	17	media	medium	NOUN
easat-5087	253	18	–	–	PUNCT
easat-5087	253	19	inspired	inspire	VERB
easat-5087	253	20	,	,	PUNCT
easat-5087	253	21	web	web	NOUN
easat-5087	253	22	-	-	PUNCT
easat-5087	253	23	based	base	VERB
easat-5087	253	24	personalized	personalized	ADJ
easat-5087	253	25	normative	normative	ADJ
easat-5087	253	26	feedback	feedback	NOUN
easat-5087	253	27	alcohol	alcohol	NOUN
easat-5087	253	28	intervention	intervention	NOUN
easat-5087	253	29	for	for	ADP
easat-5087	253	30	lesbian	lesbian	NOUN
easat-5087	253	31	,	,	PUNCT
easat-5087	253	32	bisexual	bisexual	NOUN
easat-5087	253	33	,	,	PUNCT
easat-5087	253	34	and	and	CCONJ
easat-5087	253	35	queer	queer	NOUN
easat-5087	253	36	-	-	PUNCT
easat-5087	253	37	identified	identify	VERB
easat-5087	253	38	women	woman	NOUN
easat-5087	253	39	:	:	PUNCT
easat-5087	253	40	protocol	protocol	NOUN
easat-5087	253	41	for	for	ADP
easat-5087	253	42	a	a	DET
easat-5087	253	43	hybrid	hybrid	ADJ
easat-5087	253	44	trial	trial	NOUN
easat-5087	253	45	,	,	PUNCT
easat-5087	253	46	"	"	PUNCT
easat-5087	253	47	jmir	jmir	PROPN
easat-5087	253	48	research	research	PROPN
easat-5087	253	49	protocols	protocol	NOUN
easat-5087	253	50	,	,	PUNCT
easat-5087	253	51	vol	vol	NOUN
easat-5087	253	52	.	.	PROPN
easat-5087	254	1	10	10	NUM
easat-5087	254	2	,	,	PUNCT
easat-5087	254	3	no	no	INTJ
easat-5087	254	4	.	.	NOUN
easat-5087	254	5	4	4	NUM
easat-5087	254	6	,	,	PUNCT
easat-5087	254	7	p.	p.	NOUN
easat-5087	254	8	e24647	e24647	ADJ
easat-5087	254	9	,	,	PUNCT
easat-5087	254	10	2021	2021	NUM
easat-5087	254	11	.	.	PUNCT
easat-5087	255	1	https://doi.org/10.2196/24647	https://doi.org/10.2196/24647	ADJ
easat-5087	255	2	[	[	X
easat-5087	255	3	18	18	NUM
easat-5087	255	4	]	]	X
easat-5087	255	5	l.	l.	PROPN
easat-5087	255	6	cheng	cheng	PROPN
easat-5087	255	7	,	,	PUNCT
easat-5087	255	8	j.	j.	PROPN
easat-5087	255	9	li	li	PROPN
easat-5087	255	10	,	,	PUNCT
easat-5087	255	11	y.	y.	PROPN
easat-5087	255	12	n.	n.	PROPN
easat-5087	255	13	silva	silva	PROPN
easat-5087	255	14	,	,	PUNCT
easat-5087	255	15	d.	d.	PROPN
easat-5087	255	16	l.	l.	PROPN
easat-5087	255	17	hall	hall	PROPN
easat-5087	255	18	,	,	PUNCT
easat-5087	255	19	and	and	CCONJ
easat-5087	255	20	h.	h.	PROPN
easat-5087	255	21	liu	liu	PROPN
easat-5087	255	22	,	,	PUNCT
easat-5087	255	23	"	"	PUNCT
easat-5087	255	24	xbully	xbully	ADV
easat-5087	255	25	:	:	PUNCT
easat-5087	255	26	cyberviolence	cyberviolence	NOUN
easat-5087	255	27	detection	detection	NOUN
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easat-5087	255	29	a	a	DET
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easat-5087	255	31	-	-	ADJ
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easat-5087	255	34	,	,	PUNCT
easat-5087	255	35	"	"	PUNCT
easat-5087	255	36	in	in	ADP
easat-5087	255	37	proceedings	proceeding	NOUN
easat-5087	255	38	of	of	ADP
easat-5087	255	39	the	the	DET
easat-5087	255	40	twelfth	twelfth	ADJ
easat-5087	255	41	acm	acm	PROPN
easat-5087	255	42	international	international	PROPN
easat-5087	255	43	conference	conference	NOUN
easat-5087	255	44	on	on	ADP
easat-5087	255	45	web	web	NOUN
easat-5087	255	46	search	search	NOUN
easat-5087	255	47	and	and	CCONJ
easat-5087	255	48	data	datum	NOUN
easat-5087	255	49	mining	mining	NOUN
easat-5087	255	50	,	,	PUNCT
easat-5087	255	51	acm	acm	PROPN
easat-5087	255	52	,	,	PUNCT
easat-5087	255	53	2019	2019	NUM
easat-5087	255	54	,	,	PUNCT
easat-5087	255	55	pp	pp	ADJ
easat-5087	255	56	.	.	PUNCT
easat-5087	256	1	339	339	NUM
easat-5087	256	2	-	-	SYM
easat-5087	256	3	347	347	NUM
easat-5087	256	4	.	.	PUNCT
easat-5087	257	1	[	[	X
easat-5087	257	2	19	19	NUM
easat-5087	257	3	]	]	PUNCT
easat-5087	257	4	v.	v.	ADP
easat-5087	257	5	braun	braun	NOUN
easat-5087	257	6	and	and	CCONJ
easat-5087	257	7	v.	v.	ADP
easat-5087	257	8	clarke	clarke	PROPN
easat-5087	257	9	,	,	PUNCT
easat-5087	257	10	thematic	thematic	ADJ
easat-5087	257	11	analysis	analysis	NOUN
easat-5087	257	12	.	.	PUNCT
easat-5087	258	1	in	in	ADP
easat-5087	258	2	h.	h.	PROPN
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easat-5087	258	4	,	,	PUNCT
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easat-5087	258	8	,	,	PUNCT
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easat-5087	258	10	l.	l.	PROPN
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easat-5087	259	2	,	,	PUNCT
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easat-5087	259	4	t.	t.	PROPN
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easat-5087	259	6	,	,	PUNCT
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easat-5087	259	8	rindskopf	rindskopf	PROPN
easat-5087	259	9	,	,	PUNCT
easat-5087	259	10	&	&	CCONJ
easat-5087	259	11	k.	k.	PROPN
easat-5087	259	12	j.	j.	PROPN
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easat-5087	259	16	.	.	PUNCT
easat-5087	259	17	)	)	PUNCT
easat-5087	259	18	,	,	PUNCT
easat-5087	259	19	apa	apa	PROPN
easat-5087	259	20	handbook	handbook	PROPN
easat-5087	259	21	of	of	ADP
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easat-5087	259	23	methods	method	NOUN
easat-5087	259	24	in	in	ADP
easat-5087	259	25	psychology	psychology	NOUN
easat-5087	259	26	:	:	PUNCT
easat-5087	259	27	research	research	NOUN
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easat-5087	259	31	,	,	PUNCT
easat-5087	259	32	qualitative	qualitative	ADJ
easat-5087	259	33	,	,	PUNCT
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easat-5087	259	35	,	,	PUNCT
easat-5087	259	36	and	and	CCONJ
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easat-5087	259	38	.	.	PUNCT
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easat-5087	260	4	.	.	PUNCT
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easat-5087	261	2	,	,	PUNCT
easat-5087	261	3	2012	2012	NUM
easat-5087	261	4	.	.	PUNCT
easat-5087	262	1	[	[	X
easat-5087	262	2	20	20	NUM
easat-5087	262	3	]	]	PUNCT
easat-5087	262	4	g.	g.	PROPN
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easat-5087	262	7	g.	g.	PROPN
easat-5087	262	8	yule	yule	PROPN
easat-5087	262	9	,	,	PUNCT
easat-5087	262	10	discourse	discourse	VERB
easat-5087	262	11	analysis	analysis	NOUN
easat-5087	262	12	.	.	PUNCT
easat-5087	263	1	united	united	PROPN
easat-5087	263	2	kingdom	kingdom	PROPN
easat-5087	263	3	:	:	PUNCT
easat-5087	263	4	cambridge	cambridge	PROPN
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easat-5087	263	6	press	press	NOUN
easat-5087	263	7	,	,	PUNCT
easat-5087	263	8	1983	1983	NUM
easat-5087	263	9	.	.	PUNCT
easat-5087	264	1	[	[	X
easat-5087	264	2	21	21	NUM
easat-5087	264	3	]	]	X
easat-5087	264	4	s.	s.	PROPN
easat-5087	264	5	d.	d.	PROPN
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easat-5087	264	8	s.	s.	PROPN
easat-5087	264	9	g.	g.	PROPN
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easat-5087	264	11	,	,	PUNCT
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easat-5087	264	13	real	real	ADJ
easat-5087	264	14	-	-	PUNCT
easat-5087	264	15	time	time	NOUN
easat-5087	264	16	computation	computation	NOUN
easat-5087	264	17	:	:	PUNCT
easat-5087	264	18	a	a	DET
easat-5087	264	19	formal	formal	ADJ
easat-5087	264	20	definition	definition	NOUN
easat-5087	264	21	and	and	CCONJ
easat-5087	264	22	its	its	PRON
easat-5087	264	23	applications	application	NOUN
easat-5087	264	24	,	,	PUNCT
easat-5087	264	25	"	"	PUNCT
easat-5087	264	26	international	international	ADJ
easat-5087	264	27	journal	journal	NOUN
easat-5087	264	28	of	of	ADP
easat-5087	264	29	computers	computer	NOUN
easat-5087	264	30	and	and	CCONJ
easat-5087	264	31	applications	application	NOUN
easat-5087	264	32	,	,	PUNCT
easat-5087	264	33	vol	vol	NOUN
easat-5087	264	34	.	.	PROPN
easat-5087	264	35	25	25	NUM
easat-5087	264	36	,	,	PUNCT
easat-5087	264	37	no	no	INTJ
easat-5087	264	38	.	.	NOUN
easat-5087	264	39	4	4	NUM
easat-5087	264	40	,	,	PUNCT
easat-5087	264	41	pp	pp	ADJ
easat-5087	264	42	.	.	PUNCT
easat-5087	265	1	247	247	NUM
easat-5087	265	2	-	-	SYM
easat-5087	265	3	257	257	NUM
easat-5087	265	4	,	,	PUNCT
easat-5087	265	5	2003	2003	NUM
easat-5087	265	6	.	.	PUNCT
easat-5087	266	1	https://doi.org/10.1080/1206212x.2003.11441725	https://doi.org/10.1080/1206212x.2003.11441725	ADV
easat-5087	266	2	[	[	X
easat-5087	266	3	22	22	NUM
easat-5087	266	4	]	]	PUNCT
easat-5087	266	5	s.	s.	PROPN
easat-5087	266	6	g.	g.	PROPN
easat-5087	266	7	burdisso	burdisso	PROPN
easat-5087	266	8	,	,	PUNCT
easat-5087	266	9	m.	m.	NOUN
easat-5087	266	10	errecalde	errecalde	PROPN
easat-5087	266	11	,	,	PUNCT
easat-5087	266	12	and	and	CCONJ
easat-5087	266	13	m.	m.	NOUN
easat-5087	266	14	montes	montes	PROPN
easat-5087	266	15	-	-	PROPN
easat-5087	266	16	y	y	PROPN
easat-5087	266	17	-	-	PUNCT
easat-5087	266	18	gómez	gómez	NOUN
easat-5087	266	19	,	,	PUNCT
easat-5087	266	20	"	"	PUNCT
easat-5087	266	21	a	a	DET
easat-5087	266	22	text	text	NOUN
easat-5087	266	23	classification	classification	NOUN
easat-5087	266	24	framework	framework	NOUN
easat-5087	266	25	for	for	ADP
easat-5087	266	26	simple	simple	ADJ
easat-5087	266	27	and	and	CCONJ
easat-5087	266	28	effective	effective	ADJ
easat-5087	266	29	early	early	ADJ
easat-5087	266	30	depression	depression	NOUN
easat-5087	266	31	detection	detection	NOUN
easat-5087	266	32	over	over	ADP
easat-5087	266	33	social	social	ADJ
easat-5087	266	34	media	medium	NOUN
easat-5087	266	35	streams	stream	NOUN
easat-5087	266	36	,	,	PUNCT
easat-5087	266	37	"	"	PUNCT
easat-5087	266	38	expert	expert	NOUN
easat-5087	266	39	systems	system	NOUN
easat-5087	266	40	with	with	ADP
easat-5087	266	41	applications	application	NOUN
easat-5087	266	42	,	,	PUNCT
easat-5087	266	43	vol	vol	NOUN
easat-5087	266	44	.	.	PROPN
easat-5087	266	45	133	133	NUM
easat-5087	266	46	,	,	PUNCT
easat-5087	266	47	pp	pp	ADJ
easat-5087	266	48	.	.	PUNCT
easat-5087	267	1	182	182	NUM
easat-5087	267	2	-	-	SYM
easat-5087	267	3	197	197	NUM
easat-5087	267	4	,	,	PUNCT
easat-5087	267	5	2019	2019	NUM
easat-5087	267	6	.	.	PUNCT
easat-5087	268	1	https://doi.org/10.1016/j.eswa.2019.05.023	https://doi.org/10.1016/j.eswa.2019.05.023	NUM
easat-5087	268	2	[	[	X
easat-5087	268	3	23	23	NUM
easat-5087	268	4	]	]	PUNCT
easat-5087	268	5	a.	a.	PROPN
easat-5087	268	6	e.	e.	PROPN
easat-5087	268	7	cano	cano	PROPN
easat-5087	268	8	,	,	PUNCT
easat-5087	268	9	m.	m.	NOUN
easat-5087	268	10	fernandez	fernandez	PROPN
easat-5087	268	11	,	,	PUNCT
easat-5087	268	12	and	and	CCONJ
easat-5087	268	13	h.	h.	PROPN
easat-5087	268	14	alani	alani	PROPN
easat-5087	268	15	,	,	PUNCT
easat-5087	268	16	"	"	PUNCT
easat-5087	268	17	detecting	detect	VERB
easat-5087	268	18	child	child	NOUN
easat-5087	268	19	grooming	groom	VERB
easat-5087	268	20	behaviour	behaviour	NOUN
easat-5087	268	21	patterns	pattern	NOUN
easat-5087	268	22	on	on	ADP
easat-5087	268	23	social	social	ADJ
easat-5087	268	24	media	medium	NOUN
easat-5087	268	25	,	,	PUNCT
easat-5087	268	26	"	"	PUNCT
easat-5087	268	27	presented	present	VERB
easat-5087	268	28	at	at	ADP
easat-5087	268	29	the	the	DET
easat-5087	268	30	social	social	ADJ
easat-5087	268	31	informatics	informatic	NOUN
easat-5087	268	32	:	:	PUNCT
easat-5087	268	33	6th	6th	ADJ
easat-5087	268	34	international	international	ADJ
easat-5087	268	35	conference	conference	NOUN
easat-5087	268	36	,	,	PUNCT
easat-5087	268	37	socinfo	socinfo	NOUN
easat-5087	268	38	2014	2014	NUM
easat-5087	268	39	,	,	PUNCT
easat-5087	268	40	barcelona	barcelona	PROPN
easat-5087	268	41	,	,	PUNCT
easat-5087	268	42	spain	spain	PROPN
easat-5087	268	43	,	,	PUNCT
easat-5087	268	44	november	november	PROPN
easat-5087	268	45	11	11	NUM
easat-5087	268	46	-	-	SYM
easat-5087	268	47	13	13	NUM
easat-5087	268	48	,	,	PUNCT
easat-5087	268	49	2014	2014	NUM
easat-5087	268	50	.	.	PUNCT
easat-5087	269	1	proceedings	proceeding	NOUN
easat-5087	269	2	6	6	NUM
easat-5087	269	3	,	,	PUNCT
easat-5087	269	4	springer	springer	NOUN
easat-5087	269	5	,	,	PUNCT
easat-5087	269	6	2014	2014	NUM
easat-5087	269	7	.	.	PUNCT
easat-5087	270	1	[	[	X
easat-5087	270	2	24	24	NUM
easat-5087	270	3	]	]	X
easat-5087	270	4	s.	s.	PROPN
easat-5087	270	5	chancellor	chancellor	PROPN
easat-5087	270	6	,	,	PUNCT
easat-5087	270	7	e.	e.	PROPN
easat-5087	270	8	p.	p.	PROPN
easat-5087	270	9	s.	s.	PROPN
easat-5087	270	10	baumer	baumer	PROPN
easat-5087	270	11	,	,	PUNCT
easat-5087	270	12	and	and	CCONJ
easat-5087	270	13	m.	m.	PROPN
easat-5087	270	14	de	de	PROPN
easat-5087	270	15	choudhury	choudhury	PROPN
easat-5087	270	16	,	,	PUNCT
easat-5087	270	17	"	"	PUNCT
easat-5087	270	18	who	who	PRON
easat-5087	270	19	is	be	AUX
easat-5087	270	20	the	the	DET
easat-5087	270	21	"	"	PUNCT
easat-5087	270	22	human	human	NOUN
easat-5087	270	23	"	"	PUNCT
easat-5087	270	24	in	in	ADP
easat-5087	270	25	human	human	NOUN
easat-5087	270	26	-	-	PUNCT
easat-5087	270	27	centered	center	VERB
easat-5087	270	28	machine	machine	NOUN
easat-5087	270	29	learning	learning	NOUN
easat-5087	270	30	:	:	PUNCT
easat-5087	270	31	the	the	DET
easat-5087	270	32	case	case	NOUN
easat-5087	270	33	of	of	ADP
easat-5087	270	34	predicting	predict	VERB
easat-5087	270	35	mental	mental	ADJ
easat-5087	270	36	health	health	NOUN
easat-5087	270	37	from	from	ADP
easat-5087	270	38	social	social	ADJ
easat-5087	270	39	media	medium	NOUN
easat-5087	270	40	,	,	PUNCT
easat-5087	270	41	"	"	PUNCT
easat-5087	270	42	in	in	ADP
easat-5087	270	43	proceedings	proceeding	NOUN
easat-5087	270	44	of	of	ADP
easat-5087	270	45	the	the	DET
easat-5087	270	46	acm	acm	NOUN
easat-5087	270	47	on	on	ADP
easat-5087	270	48	human	human	ADJ
easat-5087	270	49	-	-	PUNCT
easat-5087	270	50	computer	computer	NOUN
easat-5087	270	51	interaction	interaction	NOUN
easat-5087	270	52	,	,	PUNCT
easat-5087	270	53	(	(	PUNCT
easat-5087	270	54	cscw	cscw	NOUN
easat-5087	270	55	)	)	PUNCT
easat-5087	270	56	,	,	PUNCT
easat-5087	270	57	,	,	PUNCT
easat-5087	270	58	2019	2019	NUM
easat-5087	270	59	,	,	PUNCT
easat-5087	270	60	vol	vol	NOUN
easat-5087	270	61	.	.	PROPN
easat-5087	271	1	3	3	NUM
easat-5087	271	2	,	,	PUNCT
easat-5087	271	3	pp	pp	ADJ
easat-5087	271	4	.	.	PUNCT
easat-5087	272	1	1	1	NUM
easat-5087	272	2	-	-	SYM
easat-5087	272	3	32	32	NUM
easat-5087	272	4	.	.	PUNCT
easat-5087	273	1	[	[	X
easat-5087	273	2	25	25	NUM
easat-5087	273	3	]	]	PUNCT
easat-5087	273	4	j.	j.	PROPN
easat-5087	273	5	p.	p.	PROPN
easat-5087	273	6	chang	chang	PROPN
easat-5087	273	7	,	,	PUNCT
easat-5087	273	8	c.	c.	PROPN
easat-5087	273	9	schluger	schluger	PROPN
easat-5087	273	10	,	,	PUNCT
easat-5087	273	11	and	and	CCONJ
easat-5087	273	12	c.	c.	PROPN
easat-5087	273	13	danescu	danescu	PROPN
easat-5087	273	14	-	-	PUNCT
easat-5087	273	15	niculescu	niculescu	NOUN
easat-5087	273	16	-	-	PUNCT
easat-5087	273	17	mizil	mizil	NOUN
easat-5087	273	18	,	,	PUNCT
easat-5087	273	19	"	"	PUNCT
easat-5087	273	20	thread	thread	NOUN
easat-5087	273	21	with	with	ADP
easat-5087	273	22	caution	caution	NOUN
easat-5087	273	23	:	:	PUNCT
easat-5087	273	24	proactively	proactively	ADV
easat-5087	273	25	helping	help	VERB
easat-5087	273	26	users	user	NOUN
easat-5087	273	27	assess	assess	VERB
easat-5087	273	28	and	and	CCONJ
easat-5087	273	29	deescalate	deescalate	VERB
easat-5087	273	30	tension	tension	NOUN
easat-5087	273	31	in	in	ADP
easat-5087	273	32	their	their	PRON
easat-5087	273	33	online	online	ADJ
easat-5087	273	34	discussions	discussion	NOUN
easat-5087	273	35	,	,	PUNCT
easat-5087	273	36	"	"	PUNCT
easat-5087	273	37	in	in	ADP
easat-5087	273	38	proceedings	proceeding	NOUN
easat-5087	273	39	of	of	ADP
easat-5087	273	40	the	the	DET
easat-5087	273	41	acm	acm	NOUN
easat-5087	273	42	on	on	ADP
easat-5087	273	43	human	human	ADJ
easat-5087	273	44	-	-	PUNCT
easat-5087	273	45	computer	computer	NOUN
easat-5087	273	46	interaction	interaction	NOUN
easat-5087	273	47	,	,	PUNCT
easat-5087	273	48	2022	2022	NUM
easat-5087	273	49	,	,	PUNCT
easat-5087	273	50	vol	vol	NOUN
easat-5087	273	51	.	.	PROPN
easat-5087	273	52	6	6	NUM
easat-5087	273	53	,	,	PUNCT
easat-5087	273	54	pp	pp	ADJ
easat-5087	273	55	.	.	PUNCT
easat-5087	274	1	1	1	NUM
easat-5087	274	2	-	-	SYM
easat-5087	274	3	37	37	NUM
easat-5087	274	4	,	,	PUNCT
easat-5087	274	5	doi	doi	NOUN
easat-5087	274	6	:	:	PUNCT
easat-5087	274	7	https://doi.org/10.1145/3555603	https://doi.org/10.1145/3555603	NOUN
easat-5087	274	8	.	.	PUNCT
easat-5087	275	1	[	[	X
easat-5087	275	2	26	26	NUM
easat-5087	275	3	]	]	PUNCT
easat-5087	275	4	m.	m.	NOUN
easat-5087	275	5	chaudhary	chaudhary	PROPN
easat-5087	275	6	,	,	PUNCT
easat-5087	275	7	c.	c.	PROPN
easat-5087	275	8	saxena	saxena	PROPN
easat-5087	275	9	,	,	PUNCT
easat-5087	275	10	and	and	CCONJ
easat-5087	275	11	h.	h.	PROPN
easat-5087	275	12	meng	meng	PROPN
easat-5087	275	13	,	,	PUNCT
easat-5087	275	14	"	"	PUNCT
easat-5087	275	15	countering	counter	VERB
easat-5087	275	16	online	online	ADJ
easat-5087	275	17	hate	hate	NOUN
easat-5087	275	18	speech	speech	NOUN
easat-5087	275	19	:	:	PUNCT
easat-5087	275	20	an	an	DET
easat-5087	275	21	nlp	nlp	NOUN
easat-5087	275	22	perspective	perspective	NOUN
easat-5087	275	23	,	,	PUNCT
easat-5087	275	24	"	"	PUNCT
easat-5087	275	25	arxiv	arxiv	PROPN
easat-5087	275	26	preprint	preprint	VERB
easat-5087	275	27	arxiv:2109.02941	arxiv:2109.02941	PROPN
easat-5087	275	28	,	,	PUNCT
easat-5087	275	29	2021	2021	NUM
easat-5087	275	30	.	.	PUNCT
easat-5087	276	1	https://doi.org/10.48550/arxiv.2109.02941	https://doi.org/10.48550/arxiv.2109.02941	PROPN
easat-5087	277	1	[	[	X
easat-5087	277	2	27	27	NUM
easat-5087	277	3	]	]	X
easat-5087	277	4	c.	c.	NOUN
easat-5087	277	5	chelmis	chelmis	PROPN
easat-5087	277	6	and	and	CCONJ
easat-5087	277	7	d.	d.	PROPN
easat-5087	277	8	s.	s.	PROPN
easat-5087	277	9	zois	zois	PROPN
easat-5087	277	10	,	,	PUNCT
easat-5087	277	11	"	"	PUNCT
easat-5087	277	12	dynamic	dynamic	ADJ
easat-5087	277	13	,	,	PUNCT
easat-5087	277	14	incremental	incremental	ADJ
easat-5087	277	15	,	,	PUNCT
easat-5087	277	16	and	and	CCONJ
easat-5087	277	17	continuous	continuous	ADJ
easat-5087	277	18	detection	detection	NOUN
easat-5087	277	19	of	of	ADP
easat-5087	277	20	cyberviolence	cyberviolence	NOUN
easat-5087	277	21	in	in	ADP
easat-5087	277	22	online	online	ADJ
easat-5087	277	23	social	social	ADJ
easat-5087	277	24	media	medium	NOUN
easat-5087	277	25	,	,	PUNCT
easat-5087	277	26	"	"	PUNCT
easat-5087	277	27	acm	acm	NOUN
easat-5087	277	28	transactions	transaction	NOUN
easat-5087	277	29	on	on	ADP
easat-5087	277	30	the	the	DET
easat-5087	277	31	web	web	NOUN
easat-5087	277	32	(	(	PUNCT
easat-5087	277	33	tweb	tweb	NOUN
easat-5087	277	34	)	)	PUNCT
easat-5087	277	35	,	,	PUNCT
easat-5087	277	36	vol	vol	NOUN
easat-5087	277	37	.	.	PROPN
easat-5087	277	38	15	15	NUM
easat-5087	277	39	,	,	PUNCT
easat-5087	277	40	no	no	INTJ
easat-5087	277	41	.	.	NOUN
easat-5087	277	42	3	3	NUM
easat-5087	277	43	,	,	PUNCT
easat-5087	277	44	pp	pp	ADJ
easat-5087	277	45	.	.	PUNCT
easat-5087	278	1	1	1	NUM
easat-5087	278	2	-	-	SYM
easat-5087	278	3	33	33	NUM
easat-5087	278	4	,	,	PUNCT
easat-5087	278	5	2021	2021	NUM
easat-5087	278	6	.	.	PUNCT
easat-5087	279	1	https://doi.org/10.1145/3463498	https://doi.org/10.1145/3463498	PRON
easat-5087	280	1	[	[	X
easat-5087	280	2	28	28	NUM
easat-5087	280	3	]	]	X
easat-5087	280	4	j.	j.	PROPN
easat-5087	280	5	chen	chen	PROPN
easat-5087	280	6	,	,	PUNCT
easat-5087	280	7	c.	c.	PROPN
easat-5087	280	8	d.	d.	PROPN
easat-5087	280	9	mullins	mullins	PROPN
easat-5087	280	10	,	,	PUNCT
easat-5087	280	11	p.	p.	PROPN
easat-5087	280	12	novak	novak	PROPN
easat-5087	280	13	,	,	PUNCT
easat-5087	280	14	and	and	CCONJ
easat-5087	280	15	s.	s.	PROPN
easat-5087	280	16	b.	b.	PROPN
easat-5087	280	17	thomas	thomas	PROPN
easat-5087	280	18	,	,	PUNCT
easat-5087	280	19	"	"	PUNCT
easat-5087	280	20	personalized	personalize	VERB
easat-5087	280	21	strategies	strategy	NOUN
easat-5087	280	22	to	to	PART
easat-5087	280	23	activate	activate	VERB
easat-5087	280	24	and	and	CCONJ
easat-5087	280	25	empower	empower	NOUN
easat-5087	280	26	patients	patient	NOUN
easat-5087	280	27	in	in	ADP
easat-5087	280	28	health	health	NOUN
easat-5087	280	29	care	care	NOUN
easat-5087	280	30	and	and	CCONJ
easat-5087	280	31	reduce	reduce	VERB
easat-5087	280	32	health	health	NOUN
easat-5087	280	33	disparities	disparity	NOUN
easat-5087	280	34	,	,	PUNCT
easat-5087	280	35	"	"	PUNCT
easat-5087	280	36	health	health	NOUN
easat-5087	280	37	education	education	NOUN
easat-5087	280	38	&	&	CCONJ
easat-5087	280	39	behavior	behavior	PROPN
easat-5087	280	40	,	,	PUNCT
easat-5087	280	41	vol	vol	NOUN
easat-5087	280	42	.	.	PROPN
easat-5087	280	43	43	43	NUM
easat-5087	280	44	,	,	PUNCT
easat-5087	280	45	no	no	INTJ
easat-5087	280	46	.	.	NOUN
easat-5087	280	47	1	1	NUM
easat-5087	280	48	,	,	PUNCT
easat-5087	280	49	pp	pp	ADJ
easat-5087	280	50	.	.	PUNCT
easat-5087	281	1	25	25	NUM
easat-5087	281	2	-	-	SYM
easat-5087	281	3	34	34	NUM
easat-5087	281	4	,	,	PUNCT
easat-5087	281	5	2016	2016	NUM
easat-5087	281	6	.	.	PUNCT
easat-5087	282	1	https://doi.org/10.1177/1090198115579415	https://doi.org/10.1177/1090198115579415	PRON
easat-5087	283	1	[	[	X
easat-5087	283	2	29	29	NUM
easat-5087	283	3	]	]	PUNCT
easat-5087	283	4	t.	t.	PROPN
easat-5087	283	5	chen	chen	PROPN
easat-5087	283	6	,	,	PUNCT
easat-5087	283	7	x.	x.	PROPN
easat-5087	283	8	li	li	PROPN
easat-5087	283	9	,	,	PUNCT
easat-5087	283	10	h.	h.	PROPN
easat-5087	283	11	yin	yin	PROPN
easat-5087	283	12	,	,	PUNCT
easat-5087	283	13	and	and	CCONJ
easat-5087	283	14	j.	j.	PROPN
easat-5087	283	15	zhang	zhang	PROPN
easat-5087	283	16	,	,	PUNCT
easat-5087	283	17	call	call	VERB
easat-5087	283	18	attention	attention	NOUN
easat-5087	283	19	to	to	ADP
easat-5087	283	20	rumors	rumor	NOUN
easat-5087	283	21	:	:	PUNCT
easat-5087	283	22	deep	deep	ADJ
easat-5087	283	23	attention	attention	NOUN
easat-5087	283	24	based	base	VERB
easat-5087	283	25	recurrent	recurrent	ADJ
easat-5087	283	26	neural	neural	ADJ
easat-5087	283	27	networks	network	NOUN
easat-5087	283	28	for	for	ADP
easat-5087	283	29	early	early	ADJ
easat-5087	283	30	rumor	rumor	NOUN
easat-5087	283	31	detection	detection	NOUN
easat-5087	283	32	.	.	PUNCT
easat-5087	284	1	in	in	ADP
easat-5087	284	2	trends	trend	NOUN
easat-5087	284	3	and	and	CCONJ
easat-5087	284	4	applications	application	NOUN
easat-5087	284	5	in	in	ADP
easat-5087	284	6	knowledge	knowledge	NOUN
easat-5087	284	7	discovery	discovery	NOUN
easat-5087	284	8	and	and	CCONJ
easat-5087	284	9	data	datum	NOUN
easat-5087	284	10	mining	mining	NOUN
easat-5087	284	11	:	:	PUNCT
easat-5087	284	12	pakdd	pakdd	ADJ
easat-5087	284	13	2018	2018	NUM
easat-5087	284	14	workshops	workshop	NOUN
easat-5087	284	15	,	,	PUNCT
easat-5087	284	16	bdasc	bdasc	PROPN
easat-5087	284	17	,	,	PUNCT
easat-5087	284	18	bdm	bdm	NOUN
easat-5087	284	19	,	,	PUNCT
easat-5087	284	20	ml4cyber	ml4cyber	PROPN
easat-5087	284	21	,	,	PUNCT
easat-5087	284	22	paisi	paisi	NOUN
easat-5087	284	23	,	,	PUNCT
easat-5087	284	24	damemo	damemo	PROPN
easat-5087	284	25	,	,	PUNCT
easat-5087	284	26	melbourne	melbourne	PROPN
easat-5087	284	27	,	,	PUNCT
easat-5087	284	28	vic	vic	PROPN
easat-5087	284	29	,	,	PUNCT
easat-5087	284	30	australia	australia	PROPN
easat-5087	284	31	,	,	PUNCT
easat-5087	284	32	june	june	PROPN
easat-5087	284	33	3	3	NUM
easat-5087	284	34	,	,	PUNCT
easat-5087	284	35	2018	2018	NUM
easat-5087	284	36	,	,	PUNCT
easat-5087	284	37	revised	revise	VERB
easat-5087	284	38	selected	select	VERB
easat-5087	284	39	papers	paper	NOUN
easat-5087	284	40	22	22	NUM
easat-5087	284	41	.	.	PUNCT
easat-5087	285	1	germany	germany	PROPN
easat-5087	285	2	:	:	PUNCT
easat-5087	285	3	springer	springer	NOUN
easat-5087	285	4	,	,	PUNCT
easat-5087	285	5	2018	2018	NUM
easat-5087	285	6	.	.	PUNCT
easat-5087	286	1	[	[	X
easat-5087	286	2	30	30	NUM
easat-5087	286	3	]	]	X
easat-5087	286	4	e.	e.	PROPN
easat-5087	286	5	chouzenoux	chouzenoux	PROPN
easat-5087	286	6	and	and	CCONJ
easat-5087	286	7	j.-c	j.-c	PROPN
easat-5087	286	8	.	.	PUNCT
easat-5087	287	1	pesquet	pesquet	NOUN
easat-5087	287	2	,	,	PUNCT
easat-5087	287	3	"	"	PUNCT
easat-5087	287	4	a	a	DET
easat-5087	287	5	stochastic	stochastic	ADJ
easat-5087	287	6	majorize	majorize	NOUN
easat-5087	287	7	-	-	PUNCT
easat-5087	287	8	minimize	minimize	VERB
easat-5087	287	9	subspace	subspace	NOUN
easat-5087	287	10	algorithm	algorithm	NOUN
easat-5087	287	11	for	for	ADP
easat-5087	287	12	online	online	ADV
easat-5087	287	13	penalized	penalize	VERB
easat-5087	287	14	least	least	ADJ
easat-5087	287	15	squares	square	NOUN
easat-5087	287	16	estimation	estimation	NOUN
easat-5087	287	17	,	,	PUNCT
easat-5087	287	18	"	"	PUNCT
easat-5087	287	19	ieee	ieee	NOUN
easat-5087	287	20	transactions	transaction	NOUN
easat-5087	287	21	on	on	ADP
easat-5087	287	22	signal	signal	ADJ
easat-5087	287	23	processing	processing	NOUN
easat-5087	287	24	,	,	PUNCT
easat-5087	287	25	vol	vol	NOUN
easat-5087	287	26	.	.	PROPN
easat-5087	287	27	65	65	NUM
easat-5087	287	28	,	,	PUNCT
easat-5087	287	29	no	no	INTJ
easat-5087	287	30	.	.	NOUN
easat-5087	287	31	18	18	NUM
easat-5087	287	32	,	,	PUNCT
easat-5087	287	33	pp	pp	ADJ
easat-5087	287	34	.	.	PUNCT
easat-5087	288	1	4770	4770	NUM
easat-5087	288	2	-	-	SYM
easat-5087	288	3	4783	4783	NUM
easat-5087	288	4	,	,	PUNCT
easat-5087	288	5	2017	2017	NUM
easat-5087	288	6	.	.	PUNCT
easat-5087	289	1	https://doi.org/10.1109/tsp.2017.2709265	https://doi.org/10.1109/tsp.2017.2709265	NOUN
easat-5087	289	2	[	[	X
easat-5087	289	3	31	31	NUM
easat-5087	289	4	]	]	PUNCT
easat-5087	289	5	j.	j.	PROPN
easat-5087	289	6	cohen	cohen	PROPN
easat-5087	289	7	,	,	PUNCT
easat-5087	289	8	"	"	PUNCT
easat-5087	289	9	weighted	weight	VERB
easat-5087	289	10	kappa	kappa	ADJ
easat-5087	289	11	:	:	PUNCT
easat-5087	289	12	nominal	nominal	ADJ
easat-5087	289	13	scale	scale	NOUN
easat-5087	289	14	agreement	agreement	NOUN
easat-5087	289	15	provision	provision	NOUN
easat-5087	289	16	for	for	ADP
easat-5087	289	17	scaled	scale	VERB
easat-5087	289	18	disagreement	disagreement	NOUN
easat-5087	289	19	or	or	CCONJ
easat-5087	289	20	partial	partial	ADJ
easat-5087	289	21	credit	credit	NOUN
easat-5087	289	22	,	,	PUNCT
easat-5087	289	23	"	"	PUNCT
easat-5087	289	24	psychological	psychological	ADJ
easat-5087	289	25	bulletin	bulletin	NOUN
easat-5087	289	26	,	,	PUNCT
easat-5087	289	27	vol	vol	NOUN
easat-5087	289	28	.	.	PROPN
easat-5087	290	1	70	70	NUM
easat-5087	290	2	,	,	PUNCT
easat-5087	290	3	no	no	INTJ
easat-5087	290	4	.	.	NOUN
easat-5087	290	5	4	4	NUM
easat-5087	290	6	,	,	PUNCT
easat-5087	290	7	p.	p.	NOUN
easat-5087	290	8	213	213	NUM
easat-5087	290	9	,	,	PUNCT
easat-5087	290	10	1968	1968	NUM
easat-5087	290	11	.	.	PUNCT
easat-5087	291	1	https://doi.org/10.1037/h0026256	https://doi.org/10.1037/h0026256	PUNCT
easat-5087	292	1	[	[	X
easat-5087	292	2	32	32	NUM
easat-5087	292	3	]	]	X
easat-5087	292	4	congress	congress	NOUN
easat-5087	292	5	,	,	PUNCT
easat-5087	292	6	"	"	PUNCT
easat-5087	292	7	kids	kid	NOUN
easat-5087	292	8	online	online	ADJ
easat-5087	292	9	safety	safety	PROPN
easat-5087	292	10	act	act	NOUN
easat-5087	292	11	of	of	ADP
easat-5087	292	12	2023	2023	NUM
easat-5087	292	13	,	,	PUNCT
easat-5087	292	14	s.1409	s.1409	NUM
easat-5087	292	15	,	,	PUNCT
easat-5087	292	16	118th	118th	ADJ
easat-5087	292	17	congress	congress	NOUN
easat-5087	292	18	,	,	PUNCT
easat-5087	292	19	"	"	PUNCT
easat-5087	292	20	retrieved	retrieve	VERB
easat-5087	292	21	:	:	PUNCT
easat-5087	292	22	https://www.congress.gov/bill/118th-congress/senate-bill/1409/text	https://www.congress.gov/bill/118th-congress/senate-bill/1409/text	X
easat-5087	292	23	.	.	PUNCT
easat-5087	293	1	[	[	X
easat-5087	293	2	accessed	access	VERB
easat-5087	293	3	2023	2023	NUM
easat-5087	293	4	.	.	PUNCT
easat-5087	294	1	[	[	X
easat-5087	294	2	33	33	NUM
easat-5087	294	3	]	]	PUNCT
easat-5087	294	4	x.	x.	PROPN
easat-5087	294	5	luo	luo	PROPN
easat-5087	294	6	and	and	CCONJ
easat-5087	294	7	j.	j.	PROPN
easat-5087	294	8	s.	s.	PROPN
easat-5087	294	9	chen	chen	PROPN
easat-5087	294	10	,	,	PUNCT
easat-5087	294	11	the	the	DET
easat-5087	294	12	violent	violent	ADJ
easat-5087	294	13	governance	governance	NOUN
easat-5087	294	14	of	of	ADP
easat-5087	294	15	internet	internet	NOUN
easat-5087	294	16	public	public	ADJ
easat-5087	294	17	opinion	opinion	NOUN
easat-5087	294	18	in	in	ADP
easat-5087	294	19	the	the	DET
easat-5087	294	20	era	era	NOUN
easat-5087	294	21	of	of	ADP
easat-5087	294	22	artificial	artificial	ADJ
easat-5087	294	23	intelligence	intelligence	NOUN
easat-5087	294	24	.	.	PUNCT
easat-5087	295	1	beijing	beijing	PROPN
easat-5087	295	2	,	,	PUNCT
easat-5087	295	3	china	china	PROPN
easat-5087	295	4	:	:	PUNCT
easat-5087	295	5	china	china	PROPN
easat-5087	295	6	police	police	PROPN
easat-5087	295	7	network	network	NOUN
easat-5087	295	8	,	,	PUNCT
easat-5087	295	9	2023	2023	NUM
easat-5087	295	10	.	.	PUNCT
easat-5087	296	1	https://doi.org/10.1145/3343484	https://doi.org/10.1145/3343484	NOUN
easat-5087	296	2	https://doi.org/10.1126/science.aaz3873	https://doi.org/10.1126/science.aaz3873	PROPN
easat-5087	296	3	https://doi.org/10.1145/3441141	https://doi.org/10.1145/3441141	ADV
easat-5087	296	4	https://doi.org/10.2196/24647	https://doi.org/10.2196/24647	ADJ
easat-5087	296	5	https://doi.org/10.1037/13620-004	https://doi.org/10.1037/13620-004	ADJ
easat-5087	296	6	https://doi.org/10.1080/1206212x.2003.11441725	https://doi.org/10.1080/1206212x.2003.11441725	ADV
easat-5087	296	7	https://doi.org/10.1016/j.eswa.2019.05.023	https://doi.org/10.1016/j.eswa.2019.05.023	NOUN
easat-5087	296	8	https://doi.org/10.1145/3555603	https://doi.org/10.1145/3555603	NOUN
easat-5087	296	9	https://doi.org/10.48550/arxiv.2109.02941	https://doi.org/10.48550/arxiv.2109.02941	ADP
easat-5087	297	1	https://doi.org/10.1145/3463498	https://doi.org/10.1145/3463498	PRON
easat-5087	297	2	https://doi.org/10.1177/1090198115579415	https://doi.org/10.1177/1090198115579415	NUM
easat-5087	297	3	https://doi.org/10.1109/tsp.2017.2709265	https://doi.org/10.1109/tsp.2017.2709265	NOUN
easat-5087	297	4	https://doi.org/10.1037/h0026256	https://doi.org/10.1037/h0026256	VERB
easat-5087	297	5	https://www.congress.gov/bill/118th-congress/senate-bill/1409/text	https://www.congress.gov/bill/118th-congress/senate-bill/1409/text	ADJ