id	sid	tid	token	lemma	pos
ajst-30921	1	1	academic	academic	ADJ
ajst-30921	1	2	journal	journal	NOUN
ajst-30921	1	3	of	of	ADP
ajst-30921	1	4	science	science	NOUN
ajst-30921	1	5	and	and	CCONJ
ajst-30921	1	6	technology	technology	NOUN
ajst-30921	1	7	issn	issn	NOUN
ajst-30921	1	8	:	:	PUNCT
ajst-30921	1	9	2771	2771	NUM
ajst-30921	1	10	-	-	SYM
ajst-30921	1	11	3032	3032	NUM
ajst-30921	1	12	|	|	NOUN
ajst-30921	1	13	vol	vol	NOUN
ajst-30921	1	14	.	.	PROPN
ajst-30921	1	15	15	15	NUM
ajst-30921	1	16	,	,	PUNCT
ajst-30921	1	17	no	no	INTJ
ajst-30921	1	18	.	.	NOUN
ajst-30921	1	19	2	2	NUM
ajst-30921	1	20	,	,	PUNCT
ajst-30921	1	21	2025	2025	NUM
ajst-30921	1	22	210	210	NUM
ajst-30921	1	23	the	the	DET
ajst-30921	1	24	enhancement	enhancement	NOUN
ajst-30921	1	25	of	of	ADP
ajst-30921	1	26	video	video	NOUN
ajst-30921	1	27	games	game	NOUN
ajst-30921	1	28	by	by	ADP
ajst-30921	1	29	ai	ai	PRON
ajst-30921	1	30	wangyu	wangyu	NOUN
ajst-30921	1	31	yu1	yu1	PROPN
ajst-30921	1	32	,	,	PUNCT
ajst-30921	1	33	zhiliang	zhiliang	PROPN
ajst-30921	1	34	xia1	xia1	PROPN
ajst-30921	1	35	,	,	PUNCT
ajst-30921	1	36	2	2	NUM
ajst-30921	1	37	,	,	PUNCT
ajst-30921	1	38	*	*	PUNCT
ajst-30921	1	39	1wenzhou	1wenzhou	NUM
ajst-30921	1	40	polytechnic	polytechnic	ADJ
ajst-30921	1	41	,	,	PUNCT
ajst-30921	1	42	wenzhou	wenzhou	PROPN
ajst-30921	1	43	325000	325000	NUM
ajst-30921	1	44	,	,	PUNCT
ajst-30921	1	45	china	china	PROPN
ajst-30921	1	46	2blch	2blch	PROPN
ajst-30921	1	47	pneumatic	pneumatic	PROPN
ajst-30921	1	48	science	science	PROPN
ajst-30921	1	49	&	&	CCONJ
ajst-30921	1	50	technology	technology	PROPN
ajst-30921	1	51	co.	co.	PROPN
ajst-30921	1	52	,ltd	,ltd	PROPN
ajst-30921	1	53	.	.	PROPN
ajst-30921	1	54	,	,	PUNCT
ajst-30921	1	55	wenzhou	wenzhou	PROPN
ajst-30921	1	56	325000	325000	NUM
ajst-30921	1	57	,	,	PUNCT
ajst-30921	1	58	china	china	PROPN
ajst-30921	1	59	*	*	PUNCT
ajst-30921	1	60	corresponding	correspond	VERB
ajst-30921	1	61	author	author	NOUN
ajst-30921	1	62	abstract	abstract	NOUN
ajst-30921	1	63	:	:	PUNCT
ajst-30921	1	64	in	in	ADP
ajst-30921	1	65	recent	recent	ADJ
ajst-30921	1	66	years	year	NOUN
ajst-30921	1	67	,	,	PUNCT
ajst-30921	1	68	with	with	ADP
ajst-30921	1	69	the	the	DET
ajst-30921	1	70	vigorous	vigorous	ADJ
ajst-30921	1	71	development	development	NOUN
ajst-30921	1	72	of	of	ADP
ajst-30921	1	73	the	the	DET
ajst-30921	1	74	global	global	ADJ
ajst-30921	1	75	digital	digital	ADJ
ajst-30921	1	76	economy	economy	NOUN
ajst-30921	1	77	,	,	PUNCT
ajst-30921	1	78	artificial	artificial	ADJ
ajst-30921	1	79	intelligence(ai)technology	intelligence(ai)technology	NOUN
ajst-30921	1	80	has	have	AUX
ajst-30921	1	81	been	be	AUX
ajst-30921	1	82	rapidly	rapidly	ADV
ajst-30921	1	83	rising	rise	VERB
ajst-30921	1	84	and	and	CCONJ
ajst-30921	1	85	profoundly	profoundly	ADV
ajst-30921	1	86	transforming	transform	VERB
ajst-30921	1	87	various	various	ADJ
ajst-30921	1	88	industries	industry	NOUN
ajst-30921	1	89	,	,	PUNCT
ajst-30921	1	90	with	with	ADP
ajst-30921	1	91	the	the	DET
ajst-30921	1	92	video	video	NOUN
ajst-30921	1	93	game	game	NOUN
ajst-30921	1	94	industry	industry	NOUN
ajst-30921	1	95	being	be	AUX
ajst-30921	1	96	no	no	DET
ajst-30921	1	97	exception	exception	NOUN
ajst-30921	1	98	.	.	PUNCT
ajst-30921	2	1	the	the	DET
ajst-30921	2	2	breakthroughs	breakthrough	NOUN
ajst-30921	2	3	in	in	ADP
ajst-30921	2	4	ai	ai	PRON
ajst-30921	2	5	technology	technology	NOUN
ajst-30921	2	6	have	have	AUX
ajst-30921	2	7	brought	bring	VERB
ajst-30921	2	8	unprecedented	unprecedented	ADJ
ajst-30921	2	9	opportunities	opportunity	NOUN
ajst-30921	2	10	to	to	ADP
ajst-30921	2	11	the	the	DET
ajst-30921	2	12	gaming	gaming	NOUN
ajst-30921	2	13	sector	sector	NOUN
ajst-30921	2	14	,	,	PUNCT
ajst-30921	2	15	expanding	expand	VERB
ajst-30921	2	16	and	and	CCONJ
ajst-30921	2	17	deepening	deepen	VERB
ajst-30921	2	18	its	its	PRON
ajst-30921	2	19	applications	application	NOUN
ajst-30921	2	20	from	from	ADP
ajst-30921	2	21	game	game	NOUN
ajst-30921	2	22	development	development	NOUN
ajst-30921	2	23	to	to	ADP
ajst-30921	2	24	player	player	NOUN
ajst-30921	2	25	experience	experience	NOUN
ajst-30921	2	26	and	and	CCONJ
ajst-30921	2	27	operational	operational	ADJ
ajst-30921	2	28	management	management	NOUN
ajst-30921	2	29	.	.	PUNCT
ajst-30921	3	1	this	this	DET
ajst-30921	3	2	paper	paper	NOUN
ajst-30921	3	3	aims	aim	VERB
ajst-30921	3	4	to	to	PART
ajst-30921	3	5	explore	explore	VERB
ajst-30921	3	6	how	how	SCONJ
ajst-30921	3	7	ai	ai	AUX
ajst-30921	3	8	technology	technology	NOUN
ajst-30921	3	9	is	be	AUX
ajst-30921	3	10	gradually	gradually	ADV
ajst-30921	3	11	becoming	become	VERB
ajst-30921	3	12	a	a	DET
ajst-30921	3	13	core	core	NOUN
ajst-30921	3	14	technology	technology	NOUN
ajst-30921	3	15	in	in	ADP
ajst-30921	3	16	the	the	DET
ajst-30921	3	17	gaming	gaming	NOUN
ajst-30921	3	18	industry	industry	NOUN
ajst-30921	3	19	,	,	PUNCT
ajst-30921	3	20	focusing	focus	VERB
ajst-30921	3	21	on	on	ADP
ajst-30921	3	22	analyzing	analyze	VERB
ajst-30921	3	23	the	the	DET
ajst-30921	3	24	core	core	NOUN
ajst-30921	3	25	areas	area	NOUN
ajst-30921	3	26	where	where	SCONJ
ajst-30921	3	27	ai	ai	VERB
ajst-30921	3	28	empowers	empower	NOUN
ajst-30921	3	29	video	video	NOUN
ajst-30921	3	30	games	game	NOUN
ajst-30921	3	31	,	,	PUNCT
ajst-30921	3	32	discussing	discuss	VERB
ajst-30921	3	33	the	the	DET
ajst-30921	3	34	potential	potential	ADJ
ajst-30921	3	35	drawbacks	drawback	NOUN
ajst-30921	3	36	and	and	CCONJ
ajst-30921	3	37	solutions	solution	NOUN
ajst-30921	3	38	,	,	PUNCT
ajst-30921	3	39	and	and	CCONJ
ajst-30921	3	40	looking	look	VERB
ajst-30921	3	41	forward	forward	ADV
ajst-30921	3	42	to	to	ADP
ajst-30921	3	43	future	future	ADJ
ajst-30921	3	44	development	development	NOUN
ajst-30921	3	45	trends	trend	NOUN
ajst-30921	3	46	.	.	PUNCT
ajst-30921	4	1	the	the	DET
ajst-30921	4	2	research	research	NOUN
ajst-30921	4	3	finds	find	VERB
ajst-30921	4	4	that	that	PRON
ajst-30921	4	5	ai	ai	VERB
ajst-30921	4	6	has	have	AUX
ajst-30921	4	7	shown	show	VERB
ajst-30921	4	8	significant	significant	ADJ
ajst-30921	4	9	potential	potential	NOUN
ajst-30921	4	10	in	in	ADP
ajst-30921	4	11	enhancing	enhance	VERB
ajst-30921	4	12	game	game	NOUN
ajst-30921	4	13	development	development	NOUN
ajst-30921	4	14	,	,	PUNCT
ajst-30921	4	15	player	player	NOUN
ajst-30921	4	16	experience	experience	NOUN
ajst-30921	4	17	,	,	PUNCT
ajst-30921	4	18	operational	operational	ADJ
ajst-30921	4	19	management	management	NOUN
ajst-30921	4	20	,	,	PUNCT
ajst-30921	4	21	and	and	CCONJ
ajst-30921	4	22	business	business	NOUN
ajst-30921	4	23	model	model	NOUN
ajst-30921	4	24	innovation	innovation	NOUN
ajst-30921	4	25	.	.	PUNCT
ajst-30921	5	1	however	however	ADV
ajst-30921	5	2	,	,	PUNCT
ajst-30921	5	3	it	it	PRON
ajst-30921	5	4	also	also	ADV
ajst-30921	5	5	faces	face	VERB
ajst-30921	5	6	challenges	challenge	NOUN
ajst-30921	5	7	such	such	ADJ
ajst-30921	5	8	as	as	ADP
ajst-30921	5	9	technological	technological	ADJ
ajst-30921	5	10	costs	cost	NOUN
ajst-30921	5	11	,	,	PUNCT
ajst-30921	5	12	privacy	privacy	NOUN
ajst-30921	5	13	protection	protection	NOUN
ajst-30921	5	14	,	,	PUNCT
ajst-30921	5	15	and	and	CCONJ
ajst-30921	5	16	algorithmic	algorithmic	ADJ
ajst-30921	5	17	bias	bias	NOUN
ajst-30921	5	18	.	.	PUNCT
ajst-30921	6	1	through	through	ADP
ajst-30921	6	2	rational	rational	ADJ
ajst-30921	6	3	application	application	NOUN
ajst-30921	6	4	of	of	ADP
ajst-30921	6	5	technology	technology	NOUN
ajst-30921	6	6	and	and	CCONJ
ajst-30921	6	7	policy	policy	NOUN
ajst-30921	6	8	guidance	guidance	NOUN
ajst-30921	6	9	,	,	PUNCT
ajst-30921	6	10	ai	ai	VERB
ajst-30921	6	11	is	be	AUX
ajst-30921	6	12	expected	expect	VERB
ajst-30921	6	13	to	to	PART
ajst-30921	6	14	propel	propel	VERB
ajst-30921	6	15	the	the	DET
ajst-30921	6	16	video	video	NOUN
ajst-30921	6	17	game	game	NOUN
ajst-30921	6	18	industry	industry	NOUN
ajst-30921	6	19	into	into	ADP
ajst-30921	6	20	a	a	DET
ajst-30921	6	21	new	new	ADJ
ajst-30921	6	22	era	era	NOUN
ajst-30921	6	23	of	of	ADP
ajst-30921	6	24	intelligence	intelligence	NOUN
ajst-30921	6	25	and	and	CCONJ
ajst-30921	6	26	personalization	personalization	NOUN
ajst-30921	6	27	.	.	PUNCT
ajst-30921	7	1	keywords	keyword	NOUN
ajst-30921	7	2	:	:	PUNCT
ajst-30921	7	3	image	image	NOUN
ajst-30921	7	4	segmentation	segmentation	NOUN
ajst-30921	7	5	;	;	PUNCT
ajst-30921	7	6	transformer	transformer	NOUN
ajst-30921	7	7	;	;	PUNCT
ajst-30921	7	8	mamba	mamba	NOUN
ajst-30921	7	9	;	;	PUNCT
ajst-30921	7	10	lightweight	lightweight	ADJ
ajst-30921	7	11	.	.	PUNCT
ajst-30921	8	1	1	1	X
ajst-30921	8	2	.	.	X
ajst-30921	8	3	research	research	NOUN
ajst-30921	8	4	background	background	NOUN
ajst-30921	8	5	(	(	PUNCT
ajst-30921	8	6	1	1	X
ajst-30921	8	7	)	)	PUNCT
ajst-30921	8	8	the	the	DET
ajst-30921	8	9	rise	rise	NOUN
ajst-30921	8	10	of	of	ADP
ajst-30921	8	11	ai	ai	ADJ
ajst-30921	8	12	technology	technology	NOUN
ajst-30921	8	13	the	the	DET
ajst-30921	8	14	development	development	NOUN
ajst-30921	8	15	of	of	ADP
ajst-30921	8	16	artificial	artificial	ADJ
ajst-30921	8	17	intelligence	intelligence	NOUN
ajst-30921	8	18	(	(	PUNCT
ajst-30921	8	19	ai	ai	NOUN
ajst-30921	8	20	)	)	PUNCT
ajst-30921	8	21	can	can	AUX
ajst-30921	8	22	be	be	AUX
ajst-30921	8	23	traced	trace	VERB
ajst-30921	8	24	back	back	ADV
ajst-30921	8	25	to	to	ADP
ajst-30921	8	26	the	the	DET
ajst-30921	8	27	mid-20th	mid-20th	NUM
ajst-30921	8	28	century	century	NOUN
ajst-30921	8	29	,	,	PUNCT
ajst-30921	8	30	and	and	CCONJ
ajst-30921	8	31	its	its	PRON
ajst-30921	8	32	evolution	evolution	NOUN
ajst-30921	8	33	has	have	AUX
ajst-30921	8	34	gone	go	VERB
ajst-30921	8	35	through	through	ADP
ajst-30921	8	36	several	several	ADJ
ajst-30921	8	37	important	important	ADJ
ajst-30921	8	38	stages	stage	NOUN
ajst-30921	8	39	,	,	PUNCT
ajst-30921	8	40	each	each	DET
ajst-30921	8	41	technological	technological	ADJ
ajst-30921	8	42	breakthrough	breakthrough	NOUN
ajst-30921	8	43	laying	lay	VERB
ajst-30921	8	44	the	the	DET
ajst-30921	8	45	foundation	foundation	NOUN
ajst-30921	8	46	for	for	ADP
ajst-30921	8	47	the	the	DET
ajst-30921	8	48	application	application	NOUN
ajst-30921	8	49	of	of	ADP
ajst-30921	8	50	ai	ai	NOUN
ajst-30921	8	51	in	in	ADP
ajst-30921	8	52	the	the	DET
ajst-30921	8	53	gaming	gaming	NOUN
ajst-30921	8	54	industry	industry	NOUN
ajst-30921	8	55	.	.	PUNCT
ajst-30921	9	1	in	in	ADP
ajst-30921	9	2	the	the	DET
ajst-30921	9	3	early	early	ADJ
ajst-30921	9	4	stages	stage	NOUN
ajst-30921	9	5	of	of	ADP
ajst-30921	9	6	development	development	NOUN
ajst-30921	9	7	,	,	PUNCT
ajst-30921	9	8	rule	rule	NOUN
ajst-30921	9	9	engines	engine	NOUN
ajst-30921	9	10	and	and	CCONJ
ajst-30921	9	11	expert	expert	NOUN
ajst-30921	9	12	systems	system	NOUN
ajst-30921	9	13	were	be	AUX
ajst-30921	9	14	the	the	DET
ajst-30921	9	15	main	main	ADJ
ajst-30921	9	16	focus	focus	NOUN
ajst-30921	9	17	.	.	PUNCT
ajst-30921	10	1	these	these	DET
ajst-30921	10	2	systems	system	NOUN
ajst-30921	10	3	simulated	simulate	VERB
ajst-30921	10	4	human	human	ADJ
ajst-30921	10	5	decision	decision	NOUN
ajst-30921	10	6	-	-	PUNCT
ajst-30921	10	7	making	make	VERB
ajst-30921	10	8	processes	process	NOUN
ajst-30921	10	9	through	through	ADP
ajst-30921	10	10	preset	preset	ADJ
ajst-30921	10	11	rules	rule	NOUN
ajst-30921	10	12	and	and	CCONJ
ajst-30921	10	13	logic	logic	NOUN
ajst-30921	10	14	.	.	PUNCT
ajst-30921	11	1	in	in	ADP
ajst-30921	11	2	the	the	DET
ajst-30921	11	3	gaming	gaming	NOUN
ajst-30921	11	4	field	field	NOUN
ajst-30921	11	5	,	,	PUNCT
ajst-30921	11	6	this	this	PRON
ajst-30921	11	7	was	be	AUX
ajst-30921	11	8	mainly	mainly	ADV
ajst-30921	11	9	reflected	reflect	VERB
ajst-30921	11	10	in	in	ADP
ajst-30921	11	11	the	the	DET
ajst-30921	11	12	design	design	NOUN
ajst-30921	11	13	of	of	ADP
ajst-30921	11	14	simple	simple	ADJ
ajst-30921	11	15	enemy	enemy	NOUN
ajst-30921	11	16	behavior	behavior	NOUN
ajst-30921	11	17	.	.	PUNCT
ajst-30921	12	1	for	for	ADP
ajst-30921	12	2	example	example	NOUN
ajst-30921	12	3	,	,	PUNCT
ajst-30921	12	4	in	in	ADP
ajst-30921	12	5	the	the	DET
ajst-30921	12	6	classic	classic	ADJ
ajst-30921	12	7	game	game	NOUN
ajst-30921	12	8	pacman	pacman	NOUN
ajst-30921	12	9	,	,	PUNCT
ajst-30921	12	10	ai	ai	AUX
ajst-30921	12	11	used	use	VERB
ajst-30921	12	12	preset	preset	ADJ
ajst-30921	12	13	rules	rule	NOUN
ajst-30921	12	14	to	to	PART
ajst-30921	12	15	chase	chase	VERB
ajst-30921	12	16	the	the	DET
ajst-30921	12	17	player	player	NOUN
ajst-30921	12	18	-	-	PUNCT
ajst-30921	12	19	controlled	control	VERB
ajst-30921	12	20	character	character	NOUN
ajst-30921	12	21	.	.	PUNCT
ajst-30921	13	1	although	although	SCONJ
ajst-30921	13	2	these	these	DET
ajst-30921	13	3	early	early	ADJ
ajst-30921	13	4	ais	ais	PROPN
ajst-30921	13	5	had	have	VERB
ajst-30921	13	6	limited	limit	VERB
ajst-30921	13	7	functionality	functionality	NOUN
ajst-30921	13	8	,	,	PUNCT
ajst-30921	13	9	they	they	PRON
ajst-30921	13	10	provided	provide	VERB
ajst-30921	13	11	the	the	DET
ajst-30921	13	12	initial	initial	ADJ
ajst-30921	13	13	ideas	idea	NOUN
ajst-30921	13	14	and	and	CCONJ
ajst-30921	13	15	framework	framework	NOUN
ajst-30921	13	16	for	for	ADP
ajst-30921	13	17	subsequent	subsequent	ADJ
ajst-30921	13	18	ai	ai	INTJ
ajst-30921	13	19	technological	technological	ADJ
ajst-30921	13	20	development	development	NOUN
ajst-30921	13	21	.	.	PUNCT
ajst-30921	14	1	from	from	ADP
ajst-30921	14	2	the	the	DET
ajst-30921	14	3	1980s	1980	NOUN
ajst-30921	14	4	to	to	ADP
ajst-30921	14	5	the	the	DET
ajst-30921	14	6	1990s	1990	NOUN
ajst-30921	14	7	,	,	PUNCT
ajst-30921	14	8	ai	ai	AUX
ajst-30921	14	9	technology	technology	NOUN
ajst-30921	14	10	gradually	gradually	ADV
ajst-30921	14	11	shifted	shift	VERB
ajst-30921	14	12	from	from	ADP
ajst-30921	14	13	rule	rule	NOUN
ajst-30921	14	14	-	-	PUNCT
ajst-30921	14	15	based	base	VERB
ajst-30921	14	16	systems	system	NOUN
ajst-30921	14	17	to	to	ADP
ajst-30921	14	18	data	data	NOUN
ajst-30921	14	19	-	-	PUNCT
ajst-30921	14	20	driven	drive	VERB
ajst-30921	14	21	systems	system	NOUN
ajst-30921	14	22	.	.	PUNCT
ajst-30921	15	1	neural	neural	ADJ
ajst-30921	15	2	networks	network	NOUN
ajst-30921	15	3	learned	learn	VERB
ajst-30921	15	4	from	from	ADP
ajst-30921	15	5	large	large	ADJ
ajst-30921	15	6	data	datum	NOUN
ajst-30921	15	7	samples	sample	NOUN
ajst-30921	15	8	,	,	PUNCT
ajst-30921	15	9	automatically	automatically	ADV
ajst-30921	15	10	extracting	extract	VERB
ajst-30921	15	11	features	feature	NOUN
ajst-30921	15	12	and	and	CCONJ
ajst-30921	15	13	making	make	VERB
ajst-30921	15	14	classifications	classification	NOUN
ajst-30921	15	15	or	or	CCONJ
ajst-30921	15	16	predictions	prediction	NOUN
ajst-30921	15	17	.	.	PUNCT
ajst-30921	16	1	machine	machine	NOUN
ajst-30921	16	2	learning	learn	VERB
ajst-30921	16	3	techniques	technique	NOUN
ajst-30921	16	4	were	be	AUX
ajst-30921	16	5	used	use	VERB
ajst-30921	16	6	in	in	ADP
ajst-30921	16	7	game	game	NOUN
ajst-30921	16	8	development	development	NOUN
ajst-30921	16	9	to	to	PART
ajst-30921	16	10	optimize	optimize	VERB
ajst-30921	16	11	complex	complex	ADJ
ajst-30921	16	12	tasks	task	NOUN
ajst-30921	16	13	such	such	ADJ
ajst-30921	16	14	as	as	ADP
ajst-30921	16	15	path	path	NOUN
ajst-30921	16	16	planning	planning	NOUN
ajst-30921	16	17	and	and	CCONJ
ajst-30921	16	18	resource	resource	NOUN
ajst-30921	16	19	allocation	allocation	NOUN
ajst-30921	16	20	within	within	ADP
ajst-30921	16	21	games	game	NOUN
ajst-30921	16	22	.	.	PUNCT
ajst-30921	17	1	entering	enter	VERB
ajst-30921	17	2	the	the	DET
ajst-30921	17	3	21st	21st	ADJ
ajst-30921	17	4	century	century	NOUN
ajst-30921	17	5	,	,	PUNCT
ajst-30921	17	6	deep	deep	ADJ
ajst-30921	17	7	learning	learning	NOUN
ajst-30921	17	8	and	and	CCONJ
ajst-30921	17	9	reinforcement	reinforcement	NOUN
ajst-30921	17	10	learning	learning	NOUN
ajst-30921	17	11	have	have	AUX
ajst-30921	17	12	become	become	VERB
ajst-30921	17	13	the	the	DET
ajst-30921	17	14	core	core	NOUN
ajst-30921	17	15	technologies	technology	NOUN
ajst-30921	17	16	in	in	ADP
ajst-30921	17	17	the	the	DET
ajst-30921	17	18	field	field	NOUN
ajst-30921	17	19	of	of	ADP
ajst-30921	17	20	ai	ai	PROPN
ajst-30921	17	21	.	.	PUNCT
ajst-30921	18	1	deep	deep	ADJ
ajst-30921	18	2	learning	learning	NOUN
ajst-30921	18	3	,	,	PUNCT
ajst-30921	18	4	by	by	ADP
ajst-30921	18	5	constructing	construct	VERB
ajst-30921	18	6	multi	multi	ADJ
ajst-30921	18	7	-	-	ADJ
ajst-30921	18	8	layer	layer	ADJ
ajst-30921	18	9	neural	neural	ADJ
ajst-30921	18	10	networks	network	NOUN
ajst-30921	18	11	,	,	PUNCT
ajst-30921	18	12	is	be	AUX
ajst-30921	18	13	capable	capable	ADJ
ajst-30921	18	14	of	of	ADP
ajst-30921	18	15	processing	processing	NOUN
ajst-30921	18	16	complex	complex	ADJ
ajst-30921	18	17	image	image	NOUN
ajst-30921	18	18	,	,	PUNCT
ajst-30921	18	19	voice	voice	NOUN
ajst-30921	18	20	,	,	PUNCT
ajst-30921	18	21	and	and	CCONJ
ajst-30921	18	22	text	text	NOUN
ajst-30921	18	23	data	datum	NOUN
ajst-30921	18	24	.	.	PUNCT
ajst-30921	19	1	reinforcement	reinforcement	NOUN
ajst-30921	19	2	learning	learning	NOUN
ajst-30921	19	3	,	,	PUNCT
ajst-30921	19	4	on	on	ADP
ajst-30921	19	5	the	the	DET
ajst-30921	19	6	other	other	ADJ
ajst-30921	19	7	hand	hand	NOUN
ajst-30921	19	8	,	,	PUNCT
ajst-30921	19	9	uses	use	VERB
ajst-30921	19	10	reward	reward	NOUN
ajst-30921	19	11	mechanisms	mechanism	NOUN
ajst-30921	19	12	to	to	PART
ajst-30921	19	13	allow	allow	VERB
ajst-30921	19	14	ai	ai	VERB
ajst-30921	19	15	systems	system	NOUN
ajst-30921	19	16	to	to	PART
ajst-30921	19	17	autonomously	autonomously	ADV
ajst-30921	19	18	learn	learn	VERB
ajst-30921	19	19	optimal	optimal	ADJ
ajst-30921	19	20	behavioral	behavioral	ADJ
ajst-30921	19	21	strategies	strategy	NOUN
ajst-30921	19	22	in	in	ADP
ajst-30921	19	23	an	an	DET
ajst-30921	19	24	environment	environment	NOUN
ajst-30921	19	25	.	.	PUNCT
ajst-30921	20	1	in	in	ADP
ajst-30921	20	2	recent	recent	ADJ
ajst-30921	20	3	years	year	NOUN
ajst-30921	20	4	,	,	PUNCT
ajst-30921	20	5	the	the	DET
ajst-30921	20	6	emergence	emergence	NOUN
ajst-30921	20	7	of	of	ADP
ajst-30921	20	8	generative	generative	ADJ
ajst-30921	20	9	ai	ai	NOUN
ajst-30921	20	10	has	have	AUX
ajst-30921	20	11	attracted	attract	VERB
ajst-30921	20	12	widespread	widespread	ADJ
ajst-30921	20	13	attention	attention	NOUN
ajst-30921	20	14	.	.	PUNCT
ajst-30921	21	1	based	base	VERB
ajst-30921	21	2	on	on	ADP
ajst-30921	21	3	large	large	ADJ
ajst-30921	21	4	-	-	PUNCT
ajst-30921	21	5	scale	scale	NOUN
ajst-30921	21	6	pretrained	pretraine	VERB
ajst-30921	21	7	models	model	NOUN
ajst-30921	21	8	,	,	PUNCT
ajst-30921	21	9	generative	generative	ADJ
ajst-30921	21	10	ai	ai	VERB
ajst-30921	21	11	is	be	AUX
ajst-30921	21	12	capable	capable	ADJ
ajst-30921	21	13	of	of	ADP
ajst-30921	21	14	creating	create	VERB
ajst-30921	21	15	highquality	highquality	NOUN
ajst-30921	21	16	text	text	NOUN
ajst-30921	21	17	,	,	PUNCT
ajst-30921	21	18	images	image	NOUN
ajst-30921	21	19	,	,	PUNCT
ajst-30921	21	20	and	and	CCONJ
ajst-30921	21	21	audio	audio	NOUN
ajst-30921	21	22	content	content	NOUN
ajst-30921	21	23	.	.	PUNCT
ajst-30921	22	1	its	its	PRON
ajst-30921	22	2	powerful	powerful	ADJ
ajst-30921	22	3	content	content	NOUN
ajst-30921	22	4	generation	generation	NOUN
ajst-30921	22	5	capabilities	capability	NOUN
ajst-30921	22	6	have	have	AUX
ajst-30921	22	7	provided	provide	VERB
ajst-30921	22	8	new	new	ADJ
ajst-30921	22	9	ideas	idea	NOUN
ajst-30921	22	10	and	and	CCONJ
ajst-30921	22	11	tools	tool	NOUN
ajst-30921	22	12	for	for	ADP
ajst-30921	22	13	game	game	NOUN
ajst-30921	22	14	development	development	NOUN
ajst-30921	22	15	.	.	PUNCT
ajst-30921	23	1	with	with	ADP
ajst-30921	23	2	generative	generative	ADJ
ajst-30921	23	3	ai	ai	NOUN
ajst-30921	23	4	,	,	PUNCT
ajst-30921	23	5	developers	developer	NOUN
ajst-30921	23	6	can	can	AUX
ajst-30921	23	7	quickly	quickly	ADV
ajst-30921	23	8	generate	generate	VERB
ajst-30921	23	9	game	game	NOUN
ajst-30921	23	10	plots	plot	NOUN
ajst-30921	23	11	,	,	PUNCT
ajst-30921	23	12	dialogue	dialogue	NOUN
ajst-30921	23	13	content	content	NOUN
ajst-30921	23	14	,	,	PUNCT
ajst-30921	23	15	and	and	CCONJ
ajst-30921	23	16	even	even	ADV
ajst-30921	23	17	entire	entire	ADJ
ajst-30921	23	18	game	game	NOUN
ajst-30921	23	19	worlds	world	NOUN
ajst-30921	23	20	.	.	PUNCT
ajst-30921	24	1	this	this	PRON
ajst-30921	24	2	not	not	PART
ajst-30921	24	3	only	only	ADV
ajst-30921	24	4	improves	improve	VERB
ajst-30921	24	5	development	development	NOUN
ajst-30921	24	6	efficiency	efficiency	NOUN
ajst-30921	24	7	but	but	CCONJ
ajst-30921	24	8	also	also	ADV
ajst-30921	24	9	offers	offer	VERB
ajst-30921	24	10	endless	endless	ADJ
ajst-30921	24	11	possibilities	possibility	NOUN
ajst-30921	24	12	for	for	ADP
ajst-30921	24	13	game	game	NOUN
ajst-30921	24	14	content	content	NOUN
ajst-30921	24	15	innovation	innovation	NOUN
ajst-30921	24	16	.	.	PUNCT
ajst-30921	25	1	(	(	PUNCT
ajst-30921	25	2	2	2	X
ajst-30921	25	3	)	)	PUNCT
ajst-30921	25	4	the	the	DET
ajst-30921	25	5	needs	need	NOUN
ajst-30921	25	6	and	and	CCONJ
ajst-30921	25	7	challenges	challenge	NOUN
ajst-30921	25	8	of	of	ADP
ajst-30921	25	9	the	the	DET
ajst-30921	25	10	gaming	gaming	NOUN
ajst-30921	25	11	industry	industry	NOUN
ajst-30921	25	12	game	game	NOUN
ajst-30921	25	13	development	development	NOUN
ajst-30921	25	14	is	be	AUX
ajst-30921	25	15	a	a	DET
ajst-30921	25	16	complex	complex	ADJ
ajst-30921	25	17	and	and	CCONJ
ajst-30921	25	18	costly	costly	ADJ
ajst-30921	25	19	process	process	NOUN
ajst-30921	25	20	,	,	PUNCT
ajst-30921	25	21	especially	especially	ADV
ajst-30921	25	22	for	for	ADP
ajst-30921	25	23	high	high	ADJ
ajst-30921	25	24	-	-	PUNCT
ajst-30921	25	25	quality	quality	NOUN
ajst-30921	25	26	aaa	aaa	NOUN
ajst-30921	25	27	games	game	NOUN
ajst-30921	25	28	.	.	PUNCT
ajst-30921	26	1	from	from	ADP
ajst-30921	26	2	character	character	NOUN
ajst-30921	26	3	design	design	NOUN
ajst-30921	26	4	,	,	PUNCT
ajst-30921	26	5	modeling	modeling	NOUN
ajst-30921	26	6	,	,	PUNCT
ajst-30921	26	7	and	and	CCONJ
ajst-30921	26	8	animation	animation	NOUN
ajst-30921	26	9	production	production	NOUN
ajst-30921	26	10	to	to	ADP
ajst-30921	26	11	storyline	storyline	ADJ
ajst-30921	26	12	writing	writing	NOUN
ajst-30921	26	13	,	,	PUNCT
ajst-30921	26	14	each	each	DET
ajst-30921	26	15	step	step	NOUN
ajst-30921	26	16	requires	require	VERB
ajst-30921	26	17	a	a	DET
ajst-30921	26	18	significant	significant	ADJ
ajst-30921	26	19	investment	investment	NOUN
ajst-30921	26	20	of	of	ADP
ajst-30921	26	21	time	time	NOUN
ajst-30921	26	22	and	and	CCONJ
ajst-30921	26	23	labor	labor	NOUN
ajst-30921	26	24	.	.	PUNCT
ajst-30921	27	1	the	the	DET
ajst-30921	27	2	development	development	NOUN
ajst-30921	27	3	cycle	cycle	NOUN
ajst-30921	27	4	of	of	ADP
ajst-30921	27	5	an	an	DET
ajst-30921	27	6	aaa	aaa	NOUN
ajst-30921	27	7	game	game	NOUN
ajst-30921	27	8	can	can	AUX
ajst-30921	27	9	span	span	VERB
ajst-30921	27	10	several	several	ADJ
ajst-30921	27	11	years	year	NOUN
ajst-30921	27	12	,	,	PUNCT
ajst-30921	27	13	with	with	ADP
ajst-30921	27	14	costs	cost	NOUN
ajst-30921	27	15	reaching	reach	VERB
ajst-30921	27	16	hundreds	hundred	NOUN
ajst-30921	27	17	of	of	ADP
ajst-30921	27	18	millions	million	NOUN
ajst-30921	27	19	of	of	ADP
ajst-30921	27	20	dollars.ai	dollars.ai	PRON
ajst-30921	27	21	technology	technology	NOUN
ajst-30921	27	22	can	can	AUX
ajst-30921	27	23	significantly	significantly	ADV
ajst-30921	27	24	reduce	reduce	VERB
ajst-30921	27	25	development	development	NOUN
ajst-30921	27	26	costs	cost	NOUN
ajst-30921	27	27	and	and	CCONJ
ajst-30921	27	28	shorten	shorten	VERB
ajst-30921	27	29	the	the	DET
ajst-30921	27	30	development	development	NOUN
ajst-30921	27	31	cycle	cycle	NOUN
ajst-30921	27	32	by	by	ADP
ajst-30921	27	33	using	use	VERB
ajst-30921	27	34	procedural	procedural	ADJ
ajst-30921	27	35	content	content	NOUN
ajst-30921	27	36	generation(pcg)to	generation(pcg)to	NOUN
ajst-30921	27	37	quickly	quickly	ADV
ajst-30921	27	38	create	create	VERB
ajst-30921	27	39	game	game	NOUN
ajst-30921	27	40	scenes	scene	NOUN
ajst-30921	27	41	,	,	PUNCT
ajst-30921	27	42	characters	character	NOUN
ajst-30921	27	43	,	,	PUNCT
ajst-30921	27	44	and	and	CCONJ
ajst-30921	27	45	storylines	storyline	NOUN
ajst-30921	27	46	.	.	PUNCT
ajst-30921	28	1	as	as	ADP
ajst-30921	28	2	competition	competition	NOUN
ajst-30921	28	3	in	in	ADP
ajst-30921	28	4	the	the	DET
ajst-30921	28	5	gaming	gaming	NOUN
ajst-30921	28	6	market	market	NOUN
ajst-30921	28	7	intensifies	intensifie	NOUN
ajst-30921	28	8	,	,	PUNCT
ajst-30921	28	9	players	player	NOUN
ajst-30921	28	10	'	'	PART
ajst-30921	28	11	demands	demand	NOUN
ajst-30921	28	12	for	for	ADP
ajst-30921	28	13	game	game	NOUN
ajst-30921	28	14	experiences	experience	NOUN
ajst-30921	28	15	are	be	AUX
ajst-30921	28	16	also	also	ADV
ajst-30921	28	17	increasing	increase	VERB
ajst-30921	28	18	.	.	PUNCT
ajst-30921	29	1	however	however	ADV
ajst-30921	29	2	,	,	PUNCT
ajst-30921	29	3	many	many	ADJ
ajst-30921	29	4	games	game	NOUN
ajst-30921	29	5	suffer	suffer	VERB
ajst-30921	29	6	from	from	ADP
ajst-30921	29	7	homogenized	homogenized	ADJ
ajst-30921	29	8	experiences	experience	NOUN
ajst-30921	29	9	,	,	PUNCT
ajst-30921	29	10	failing	fail	VERB
ajst-30921	29	11	to	to	PART
ajst-30921	29	12	meet	meet	VERB
ajst-30921	29	13	players	player	NOUN
ajst-30921	29	14	'	'	PART
ajst-30921	29	15	desires	desire	NOUN
ajst-30921	29	16	for	for	ADP
ajst-30921	29	17	personalization	personalization	NOUN
ajst-30921	29	18	and	and	CCONJ
ajst-30921	29	19	diversity.ai	diversity.ai	NOUN
ajst-30921	29	20	technology	technology	NOUN
ajst-30921	29	21	can	can	AUX
ajst-30921	29	22	provide	provide	VERB
ajst-30921	29	23	personalized	personalized	ADJ
ajst-30921	29	24	experiences	experience	NOUN
ajst-30921	29	25	based	base	VERB
ajst-30921	29	26	on	on	ADP
ajst-30921	29	27	players'behaviors	players'behavior	NOUN
ajst-30921	29	28	and	and	CCONJ
ajst-30921	29	29	preferences	preference	NOUN
ajst-30921	29	30	.	.	PUNCT
ajst-30921	30	1	it	it	PRON
ajst-30921	30	2	can	can	AUX
ajst-30921	30	3	dynamically	dynamically	ADV
ajst-30921	30	4	adjust	adjust	VERB
ajst-30921	30	5	the	the	DET
ajst-30921	30	6	game	game	NOUN
ajst-30921	30	7	difficulty	difficulty	NOUN
ajst-30921	30	8	according	accord	VERB
ajst-30921	30	9	to	to	ADP
ajst-30921	30	10	the	the	DET
ajst-30921	30	11	player	player	NOUN
ajst-30921	30	12	's	's	PART
ajst-30921	30	13	gaming	gaming	NOUN
ajst-30921	30	14	style	style	NOUN
ajst-30921	30	15	or	or	CCONJ
ajst-30921	30	16	generate	generate	VERB
ajst-30921	30	17	unique	unique	ADJ
ajst-30921	30	18	storyline	storyline	ADJ
ajst-30921	30	19	branches	branch	NOUN
ajst-30921	30	20	based	base	VERB
ajst-30921	30	21	on	on	ADP
ajst-30921	30	22	the	the	DET
ajst-30921	30	23	player	player	NOUN
ajst-30921	30	24	's	's	PART
ajst-30921	30	25	choices	choice	NOUN
ajst-30921	30	26	.	.	PUNCT
ajst-30921	31	1	this	this	DET
ajst-30921	31	2	kind	kind	NOUN
ajst-30921	31	3	of	of	ADP
ajst-30921	31	4	personalized	personalized	ADJ
ajst-30921	31	5	experience	experience	NOUN
ajst-30921	31	6	not	not	PART
ajst-30921	31	7	only	only	ADV
ajst-30921	31	8	enhances	enhance	VERB
ajst-30921	31	9	player	player	NOUN
ajst-30921	31	10	satisfaction	satisfaction	NOUN
ajst-30921	31	11	but	but	CCONJ
ajst-30921	31	12	also	also	ADV
ajst-30921	31	13	increases	increase	VERB
ajst-30921	31	14	player	player	NOUN
ajst-30921	31	15	loyalty	loyalty	NOUN
ajst-30921	31	16	.	.	PUNCT
ajst-30921	32	1	(	(	PUNCT
ajst-30921	32	2	3	3	X
ajst-30921	32	3	)	)	PUNCT
ajst-30921	32	4	policy	policy	NOUN
ajst-30921	32	5	and	and	CCONJ
ajst-30921	32	6	market	market	NOUN
ajst-30921	32	7	environment	environment	NOUN
ajst-30921	32	8	in	in	ADP
ajst-30921	32	9	recent	recent	ADJ
ajst-30921	32	10	years	year	NOUN
ajst-30921	32	11	,	,	PUNCT
ajst-30921	32	12	governments	government	NOUN
ajst-30921	32	13	around	around	ADP
ajst-30921	32	14	the	the	DET
ajst-30921	32	15	world	world	NOUN
ajst-30921	32	16	have	have	AUX
ajst-30921	32	17	introduced	introduce	VERB
ajst-30921	32	18	policies	policy	NOUN
ajst-30921	32	19	to	to	PART
ajst-30921	32	20	support	support	VERB
ajst-30921	32	21	the	the	DET
ajst-30921	32	22	development	development	NOUN
ajst-30921	32	23	of	of	ADP
ajst-30921	32	24	ai	ai	PROPN
ajst-30921	32	25	technology	technology	NOUN
ajst-30921	32	26	.	.	PUNCT
ajst-30921	33	1	for	for	ADP
ajst-30921	33	2	example	example	NOUN
ajst-30921	33	3	,	,	PUNCT
ajst-30921	33	4	the	the	DET
ajst-30921	33	5	us	us	PROPN
ajst-30921	33	6	government	government	NOUN
ajst-30921	33	7	has	have	AUX
ajst-30921	33	8	released	release	VERB
ajst-30921	33	9	the	the	DET
ajst-30921	33	10	national	national	ADJ
ajst-30921	33	11	artificial	artificial	ADJ
ajst-30921	33	12	intelligence	intelligence	NOUN
ajst-30921	33	13	strategy	strategy	NOUN
ajst-30921	33	14	,	,	PUNCT
ajst-30921	33	15	emphasizing	emphasize	VERB
ajst-30921	33	16	the	the	DET
ajst-30921	33	17	importance	importance	NOUN
ajst-30921	33	18	of	of	ADP
ajst-30921	33	19	ai	ai	PRON
ajst-30921	33	20	technology	technology	NOUN
ajst-30921	33	21	in	in	ADP
ajst-30921	33	22	the	the	DET
ajst-30921	33	23	economy	economy	NOUN
ajst-30921	33	24	,	,	PUNCT
ajst-30921	33	25	national	national	ADJ
ajst-30921	33	26	defense	defense	NOUN
ajst-30921	33	27	,	,	PUNCT
ajst-30921	33	28	and	and	CCONJ
ajst-30921	33	29	society	society	NOUN
ajst-30921	33	30	.	.	PUNCT
ajst-30921	34	1	the	the	DET
ajst-30921	34	2	chinese	chinese	ADJ
ajst-30921	34	3	government	government	NOUN
ajst-30921	34	4	has	have	AUX
ajst-30921	34	5	also	also	ADV
ajst-30921	34	6	issued	issue	VERB
ajst-30921	34	7	the	the	DET
ajst-30921	34	8	new	new	ADJ
ajst-30921	34	9	generation	generation	NOUN
ajst-30921	34	10	artificial	artificial	ADJ
ajst-30921	34	11	intelligence	intelligence	NOUN
ajst-30921	34	12	development	development	NOUN
ajst-30921	34	13	plan	plan	NOUN
ajst-30921	34	14	,	,	PUNCT
ajst-30921	34	15	proposing	propose	VERB
ajst-30921	34	16	to	to	PART
ajst-30921	34	17	make	make	VERB
ajst-30921	34	18	china	china	PROPN
ajst-30921	34	19	a	a	DET
ajst-30921	34	20	global	global	ADJ
ajst-30921	34	21	center	center	NOUN
ajst-30921	34	22	for	for	ADP
ajst-30921	34	23	ai	ai	PROPN
ajst-30921	34	24	innovation	innovation	NOUN
ajst-30921	34	25	by	by	ADP
ajst-30921	34	26	2030.these	2030.these	DET
ajst-30921	34	27	policies	policy	NOUN
ajst-30921	34	28	have	have	AUX
ajst-30921	34	29	created	create	VERB
ajst-30921	34	30	a	a	DET
ajst-30921	34	31	favorable	favorable	ADJ
ajst-30921	34	32	policy	policy	NOUN
ajst-30921	34	33	environment	environment	NOUN
ajst-30921	34	34	for	for	ADP
ajst-30921	34	35	the	the	DET
ajst-30921	34	36	application	application	NOUN
ajst-30921	34	37	of	of	ADP
ajst-30921	34	38	ai	ai	PRON
ajst-30921	34	39	technology	technology	NOUN
ajst-30921	34	40	in	in	ADP
ajst-30921	34	41	the	the	DET
ajst-30921	34	42	gaming	gaming	NOUN
ajst-30921	34	43	industry	industry	NOUN
ajst-30921	34	44	,	,	PUNCT
ajst-30921	34	45	encouraging	encourage	VERB
ajst-30921	34	46	companies	company	NOUN
ajst-30921	34	47	to	to	PART
ajst-30921	34	48	increase	increase	VERB
ajst-30921	34	49	r&d	r&d	NOUN
ajst-30921	34	50	investment	investment	NOUN
ajst-30921	34	51	and	and	CCONJ
ajst-30921	34	52	promote	promote	VERB
ajst-30921	34	53	technological	technological	ADJ
ajst-30921	34	54	innovation	innovation	NOUN
ajst-30921	34	55	.	.	PUNCT
ajst-30921	35	1	with	with	ADP
ajst-30921	35	2	the	the	DET
ajst-30921	35	3	rapid	rapid	ADJ
ajst-30921	35	4	development	development	NOUN
ajst-30921	35	5	of	of	ADP
ajst-30921	35	6	the	the	DET
ajst-30921	35	7	digital	digital	ADJ
ajst-30921	35	8	economy	economy	NOUN
ajst-30921	35	9	,	,	PUNCT
ajst-30921	35	10	the	the	DET
ajst-30921	35	11	demand	demand	NOUN
ajst-30921	35	12	for	for	ADP
ajst-30921	35	13	high	high	ADJ
ajst-30921	35	14	-	-	PUNCT
ajst-30921	35	15	quality	quality	NOUN
ajst-30921	35	16	and	and	CCONJ
ajst-30921	35	17	personalized	personalized	ADJ
ajst-30921	35	18	gaming	gaming	NOUN
ajst-30921	35	19	experiences	experience	NOUN
ajst-30921	35	20	is	be	AUX
ajst-30921	35	21	continuously	continuously	ADV
ajst-30921	35	22	increasing	increase	VERB
ajst-30921	35	23	.	.	PUNCT
ajst-30921	36	1	according	accord	VERB
ajst-30921	36	2	to	to	ADP
ajst-30921	36	3	reports	report	NOUN
ajst-30921	36	4	211	211	NUM
ajst-30921	36	5	from	from	ADP
ajst-30921	36	6	market	market	NOUN
ajst-30921	36	7	research	research	NOUN
ajst-30921	36	8	institutions	institution	NOUN
ajst-30921	36	9	,	,	PUNCT
ajst-30921	36	10	the	the	DET
ajst-30921	36	11	global	global	ADJ
ajst-30921	36	12	gaming	gaming	NOUN
ajst-30921	36	13	market	market	NOUN
ajst-30921	36	14	size	size	NOUN
ajst-30921	36	15	exceeded	exceed	VERB
ajst-30921	36	16	200	200	NUM
ajst-30921	36	17	billion	billion	NUM
ajst-30921	36	18	us	us	PROPN
ajst-30921	36	19	dollars	dollar	NOUN
ajst-30921	36	20	in	in	ADP
ajst-30921	36	21	2023	2023	NUM
ajst-30921	36	22	and	and	CCONJ
ajst-30921	36	23	is	be	AUX
ajst-30921	36	24	expected	expect	VERB
ajst-30921	36	25	to	to	PART
ajst-30921	36	26	reach	reach	VERB
ajst-30921	36	27	300	300	NUM
ajst-30921	36	28	billion	billion	NUM
ajst-30921	36	29	us	us	PROPN
ajst-30921	36	30	dollars	dollar	NOUN
ajst-30921	36	31	by	by	ADP
ajst-30921	36	32	2028.this	2028.this	PRON
ajst-30921	36	33	growth	growth	NOUN
ajst-30921	36	34	in	in	ADP
ajst-30921	36	35	market	market	NOUN
ajst-30921	36	36	demand	demand	NOUN
ajst-30921	36	37	provides	provide	VERB
ajst-30921	36	38	a	a	DET
ajst-30921	36	39	vast	vast	ADJ
ajst-30921	36	40	market	market	NOUN
ajst-30921	36	41	space	space	NOUN
ajst-30921	36	42	for	for	ADP
ajst-30921	36	43	the	the	DET
ajst-30921	36	44	application	application	NOUN
ajst-30921	36	45	of	of	ADP
ajst-30921	36	46	ai	ai	PRON
ajst-30921	36	47	technology	technology	NOUN
ajst-30921	36	48	in	in	ADP
ajst-30921	36	49	the	the	DET
ajst-30921	36	50	gaming	gaming	NOUN
ajst-30921	36	51	industry	industry	NOUN
ajst-30921	36	52	.	.	PUNCT
ajst-30921	37	1	by	by	ADP
ajst-30921	37	2	introducing	introduce	VERB
ajst-30921	37	3	ai	ai	VERB
ajst-30921	37	4	technology	technology	NOUN
ajst-30921	37	5	,	,	PUNCT
ajst-30921	37	6	game	game	NOUN
ajst-30921	37	7	companies	company	NOUN
ajst-30921	37	8	can	can	AUX
ajst-30921	37	9	not	not	PART
ajst-30921	37	10	only	only	ADV
ajst-30921	37	11	enhance	enhance	VERB
ajst-30921	37	12	the	the	DET
ajst-30921	37	13	quality	quality	NOUN
ajst-30921	37	14	of	of	ADP
ajst-30921	37	15	their	their	PRON
ajst-30921	37	16	games	game	NOUN
ajst-30921	37	17	but	but	CCONJ
ajst-30921	37	18	also	also	ADV
ajst-30921	37	19	improve	improve	VERB
ajst-30921	37	20	user	user	NOUN
ajst-30921	37	21	retention	retention	NOUN
ajst-30921	37	22	and	and	CCONJ
ajst-30921	37	23	payment	payment	NOUN
ajst-30921	37	24	rates	rate	NOUN
ajst-30921	37	25	through	through	ADP
ajst-30921	37	26	personalized	personalized	ADJ
ajst-30921	37	27	services	service	NOUN
ajst-30921	37	28	and	and	CCONJ
ajst-30921	37	29	precise	precise	ADJ
ajst-30921	37	30	marketing	marketing	NOUN
ajst-30921	37	31	.	.	PUNCT
ajst-30921	38	1	2	2	X
ajst-30921	38	2	.	.	X
ajst-30921	38	3	the	the	DET
ajst-30921	38	4	core	core	NOUN
ajst-30921	38	5	areas	area	NOUN
ajst-30921	38	6	of	of	ADP
ajst-30921	38	7	ai	ai	VERB
ajst-30921	38	8	empowerment	empowerment	NOUN
ajst-30921	38	9	in	in	ADP
ajst-30921	38	10	video	video	NOUN
ajst-30921	38	11	games	game	NOUN
ajst-30921	38	12	(	(	PUNCT
ajst-30921	38	13	1	1	NUM
ajst-30921	38	14	)	)	PUNCT
ajst-30921	38	15	game	game	NOUN
ajst-30921	38	16	development	development	NOUN
ajst-30921	38	17	procedural	procedural	ADJ
ajst-30921	38	18	content	content	NOUN
ajst-30921	38	19	generation	generation	NOUN
ajst-30921	38	20	(	(	PUNCT
ajst-30921	38	21	pcg	pcg	PROPN
ajst-30921	38	22	)	)	PUNCT
ajst-30921	38	23	is	be	AUX
ajst-30921	38	24	an	an	DET
ajst-30921	38	25	important	important	ADJ
ajst-30921	38	26	application	application	NOUN
ajst-30921	38	27	of	of	ADP
ajst-30921	38	28	ai	ai	NOUN
ajst-30921	38	29	in	in	ADP
ajst-30921	38	30	game	game	NOUN
ajst-30921	38	31	development	development	NOUN
ajst-30921	38	32	.	.	PUNCT
ajst-30921	39	1	through	through	ADP
ajst-30921	39	2	algorithms	algorithm	NOUN
ajst-30921	39	3	,	,	PUNCT
ajst-30921	39	4	developers	developer	NOUN
ajst-30921	39	5	can	can	AUX
ajst-30921	39	6	dynamically	dynamically	ADV
ajst-30921	39	7	generate	generate	VERB
ajst-30921	39	8	game	game	NOUN
ajst-30921	39	9	levels	level	NOUN
ajst-30921	39	10	,	,	PUNCT
ajst-30921	39	11	materials	material	NOUN
ajst-30921	39	12	,	,	PUNCT
ajst-30921	39	13	and	and	CCONJ
ajst-30921	39	14	entire	entire	ADJ
ajst-30921	39	15	game	game	NOUN
ajst-30921	39	16	environments	environment	NOUN
ajst-30921	39	17	,	,	PUNCT
ajst-30921	39	18	thereby	thereby	ADV
ajst-30921	39	19	providing	provide	VERB
ajst-30921	39	20	players	player	NOUN
ajst-30921	39	21	with	with	ADP
ajst-30921	39	22	unique	unique	ADJ
ajst-30921	39	23	and	and	CCONJ
ajst-30921	39	24	diverse	diverse	ADJ
ajst-30921	39	25	gaming	gaming	NOUN
ajst-30921	39	26	experiences	experience	NOUN
ajst-30921	39	27	.	.	PUNCT
ajst-30921	40	1	first	first	ADV
ajst-30921	40	2	,	,	PUNCT
ajst-30921	40	3	in	in	ADP
ajst-30921	40	4	level	level	NOUN
ajst-30921	40	5	design	design	NOUN
ajst-30921	40	6	,	,	PUNCT
ajst-30921	40	7	existing	exist	VERB
ajst-30921	40	8	level	level	NOUN
ajst-30921	40	9	data	datum	NOUN
ajst-30921	40	10	is	be	AUX
ajst-30921	40	11	input	input	VERB
ajst-30921	40	12	into	into	ADP
ajst-30921	40	13	the	the	DET
ajst-30921	40	14	ai	ai	NOUN
ajst-30921	40	15	model	model	NOUN
ajst-30921	40	16	,	,	PUNCT
ajst-30921	40	17	which	which	PRON
ajst-30921	40	18	learns	learn	VERB
ajst-30921	40	19	the	the	DET
ajst-30921	40	20	layout	layout	NOUN
ajst-30921	40	21	,	,	PUNCT
ajst-30921	40	22	difficulty	difficulty	NOUN
ajst-30921	40	23	curve	curve	NOUN
ajst-30921	40	24	,	,	PUNCT
ajst-30921	40	25	enemy	enemy	NOUN
ajst-30921	40	26	distribution	distribution	NOUN
ajst-30921	40	27	,	,	PUNCT
ajst-30921	40	28	and	and	CCONJ
ajst-30921	40	29	other	other	ADJ
ajst-30921	40	30	characteristics	characteristic	NOUN
ajst-30921	40	31	of	of	ADP
ajst-30921	40	32	the	the	DET
ajst-30921	40	33	levels	level	NOUN
ajst-30921	40	34	before	before	ADP
ajst-30921	40	35	generating	generate	VERB
ajst-30921	40	36	new	new	ADJ
ajst-30921	40	37	ones	one	NOUN
ajst-30921	40	38	.	.	PUNCT
ajst-30921	41	1	these	these	DET
ajst-30921	41	2	new	new	ADJ
ajst-30921	41	3	levels	level	NOUN
ajst-30921	41	4	are	be	AUX
ajst-30921	41	5	not	not	PART
ajst-30921	41	6	only	only	ADV
ajst-30921	41	7	structurally	structurally	ADV
ajst-30921	41	8	similar	similar	ADJ
ajst-30921	41	9	to	to	ADP
ajst-30921	41	10	the	the	DET
ajst-30921	41	11	original	original	ADJ
ajst-30921	41	12	levels	level	NOUN
ajst-30921	41	13	but	but	CCONJ
ajst-30921	41	14	can	can	AUX
ajst-30921	41	15	also	also	ADV
ajst-30921	41	16	be	be	AUX
ajst-30921	41	17	adjusted	adjust	VERB
ajst-30921	41	18	according	accord	VERB
ajst-30921	41	19	to	to	ADP
ajst-30921	41	20	different	different	ADJ
ajst-30921	41	21	difficulty	difficulty	NOUN
ajst-30921	41	22	settings	setting	NOUN
ajst-30921	41	23	and	and	CCONJ
ajst-30921	41	24	player	player	NOUN
ajst-30921	41	25	progress	progress	NOUN
ajst-30921	41	26	,	,	PUNCT
ajst-30921	41	27	greatly	greatly	ADV
ajst-30921	41	28	enriching	enrich	VERB
ajst-30921	41	29	the	the	DET
ajst-30921	41	30	game	game	NOUN
ajst-30921	41	31	content	content	NOUN
ajst-30921	41	32	.	.	PUNCT
ajst-30921	42	1	the	the	DET
ajst-30921	42	2	application	application	NOUN
ajst-30921	42	3	of	of	ADP
ajst-30921	42	4	ai	ai	NOUN
ajst-30921	42	5	in	in	ADP
ajst-30921	42	6	the	the	DET
ajst-30921	42	7	generation	generation	NOUN
ajst-30921	42	8	of	of	ADP
ajst-30921	42	9	art	art	NOUN
ajst-30921	42	10	assets	asset	NOUN
ajst-30921	42	11	is	be	AUX
ajst-30921	42	12	also	also	ADV
ajst-30921	42	13	very	very	ADV
ajst-30921	42	14	extensive	extensive	ADJ
ajst-30921	42	15	.	.	PUNCT
ajst-30921	43	1	developers	developer	NOUN
ajst-30921	43	2	can	can	AUX
ajst-30921	43	3	use	use	VERB
ajst-30921	43	4	generative	generative	ADJ
ajst-30921	43	5	adversarial	adversarial	ADJ
ajst-30921	43	6	networks	network	NOUN
ajst-30921	43	7	(	(	PUNCT
ajst-30921	43	8	gans	gan	NOUN
ajst-30921	43	9	)	)	PUNCT
ajst-30921	43	10	to	to	PART
ajst-30921	43	11	generate	generate	VERB
ajst-30921	43	12	realistic	realistic	ADJ
ajst-30921	43	13	character	character	NOUN
ajst-30921	43	14	appearances	appearance	NOUN
ajst-30921	43	15	and	and	CCONJ
ajst-30921	43	16	textures	texture	NOUN
ajst-30921	43	17	,	,	PUNCT
ajst-30921	43	18	or	or	CCONJ
ajst-30921	43	19	use	use	VERB
ajst-30921	43	20	neural	neural	ADJ
ajst-30921	43	21	networks	network	NOUN
ajst-30921	43	22	to	to	PART
ajst-30921	43	23	generate	generate	VERB
ajst-30921	43	24	animation	animation	NOUN
ajst-30921	43	25	sequences	sequence	NOUN
ajst-30921	43	26	.	.	PUNCT
ajst-30921	44	1	this	this	PRON
ajst-30921	44	2	not	not	PART
ajst-30921	44	3	only	only	ADV
ajst-30921	44	4	significantly	significantly	ADV
ajst-30921	44	5	shortens	shorten	VERB
ajst-30921	44	6	the	the	DET
ajst-30921	44	7	development	development	NOUN
ajst-30921	44	8	cycle	cycle	NOUN
ajst-30921	44	9	but	but	CCONJ
ajst-30921	44	10	also	also	ADV
ajst-30921	44	11	reduces	reduce	VERB
ajst-30921	44	12	the	the	DET
ajst-30921	44	13	cost	cost	NOUN
ajst-30921	44	14	of	of	ADP
ajst-30921	44	15	creating	create	VERB
ajst-30921	44	16	art	art	NOUN
ajst-30921	44	17	assets	asset	NOUN
ajst-30921	44	18	.	.	PUNCT
ajst-30921	45	1	ai	ai	AUX
ajst-30921	45	2	-	-	PUNCT
ajst-30921	45	3	driven	drive	VERB
ajst-30921	45	4	non	non	ADJ
ajst-30921	45	5	-	-	ADJ
ajst-30921	45	6	player	player	ADJ
ajst-30921	45	7	characters	character	NOUN
ajst-30921	45	8	(	(	PUNCT
ajst-30921	45	9	npcs	npc	NOUN
ajst-30921	45	10	)	)	PUNCT
ajst-30921	45	11	are	be	AUX
ajst-30921	45	12	an	an	DET
ajst-30921	45	13	important	important	ADJ
ajst-30921	45	14	direction	direction	NOUN
ajst-30921	45	15	in	in	ADP
ajst-30921	45	16	modern	modern	ADJ
ajst-30921	45	17	game	game	NOUN
ajst-30921	45	18	development	development	NOUN
ajst-30921	45	19	.	.	PUNCT
ajst-30921	46	1	unlike	unlike	ADP
ajst-30921	46	2	traditional	traditional	ADJ
ajst-30921	46	3	script	script	NOUN
ajst-30921	46	4	-	-	PUNCT
ajst-30921	46	5	driven	drive	VERB
ajst-30921	46	6	npcs	npc	NOUN
ajst-30921	46	7	,	,	PUNCT
ajst-30921	46	8	ai	ai	ADJ
ajst-30921	46	9	-	-	PUNCT
ajst-30921	46	10	driven	drive	VERB
ajst-30921	46	11	npcs	npc	NOUN
ajst-30921	46	12	can	can	AUX
ajst-30921	46	13	respond	respond	VERB
ajst-30921	46	14	more	more	ADV
ajst-30921	46	15	reasonably	reasonably	ADV
ajst-30921	46	16	to	to	ADP
ajst-30921	46	17	player	player	NOUN
ajst-30921	46	18	actions	action	NOUN
ajst-30921	46	19	and	and	CCONJ
ajst-30921	46	20	exhibit	exhibit	NOUN
ajst-30921	46	21	behavior	behavior	NOUN
ajst-30921	46	22	patterns	pattern	NOUN
ajst-30921	46	23	that	that	PRON
ajst-30921	46	24	are	be	AUX
ajst-30921	46	25	more	more	ADV
ajst-30921	46	26	consistent	consistent	ADJ
ajst-30921	46	27	with	with	ADP
ajst-30921	46	28	their	their	PRON
ajst-30921	46	29	character	character	NOUN
ajst-30921	46	30	settings	setting	NOUN
ajst-30921	46	31	.	.	PUNCT
ajst-30921	47	1	through	through	ADP
ajst-30921	47	2	machine	machine	NOUN
ajst-30921	47	3	learning	learning	NOUN
ajst-30921	47	4	algorithms	algorithm	NOUN
ajst-30921	47	5	,	,	PUNCT
ajst-30921	47	6	npcs	npc	NOUN
ajst-30921	47	7	can	can	AUX
ajst-30921	47	8	learn	learn	VERB
ajst-30921	47	9	player	player	NOUN
ajst-30921	47	10	behavior	behavior	NOUN
ajst-30921	47	11	patterns	pattern	NOUN
ajst-30921	47	12	and	and	CCONJ
ajst-30921	47	13	react	react	VERB
ajst-30921	47	14	accordingly	accordingly	ADV
ajst-30921	47	15	.	.	PUNCT
ajst-30921	48	1	ai	ai	VERB
ajst-30921	48	2	can	can	AUX
ajst-30921	48	3	also	also	ADV
ajst-30921	48	4	be	be	AUX
ajst-30921	48	5	used	use	VERB
ajst-30921	48	6	to	to	PART
ajst-30921	48	7	generate	generate	VERB
ajst-30921	48	8	game	game	NOUN
ajst-30921	48	9	storylines	storyline	NOUN
ajst-30921	48	10	and	and	CCONJ
ajst-30921	48	11	dialogue	dialogue	NOUN
ajst-30921	48	12	content	content	NOUN
ajst-30921	48	13	.	.	PUNCT
ajst-30921	49	1	in	in	ADP
ajst-30921	49	2	the	the	DET
ajst-30921	49	3	game	game	NOUN
ajst-30921	49	4	whiteout	whiteout	PROPN
ajst-30921	49	5	survival	survival	NOUN
ajst-30921	49	6	,	,	PUNCT
ajst-30921	49	7	the	the	DET
ajst-30921	49	8	story	story	NOUN
ajst-30921	49	9	content	content	NOUN
ajst-30921	49	10	and	and	CCONJ
ajst-30921	49	11	npc	npc	NOUN
ajst-30921	49	12	interactions	interaction	NOUN
ajst-30921	49	13	generated	generate	VERB
ajst-30921	49	14	by	by	ADP
ajst-30921	49	15	ai	ai	AUX
ajst-30921	49	16	greatly	greatly	ADV
ajst-30921	49	17	enrich	enrich	VERB
ajst-30921	49	18	the	the	DET
ajst-30921	49	19	game	game	NOUN
ajst-30921	49	20	ecosystem.ai	ecosystem.ai	PRON
ajst-30921	49	21	can	can	AUX
ajst-30921	49	22	dynamically	dynamically	ADV
ajst-30921	49	23	generate	generate	VERB
ajst-30921	49	24	storyline	storyline	ADJ
ajst-30921	49	25	branches	branch	NOUN
ajst-30921	49	26	based	base	VERB
ajst-30921	49	27	on	on	ADP
ajst-30921	49	28	player	player	NOUN
ajst-30921	49	29	choices	choice	NOUN
ajst-30921	49	30	and	and	CCONJ
ajst-30921	49	31	actions	action	NOUN
ajst-30921	49	32	,	,	PUNCT
ajst-30921	49	33	making	make	VERB
ajst-30921	49	34	each	each	DET
ajst-30921	49	35	player	player	NOUN
ajst-30921	49	36	's	's	PART
ajst-30921	49	37	gaming	gaming	NOUN
ajst-30921	49	38	experience	experience	NOUN
ajst-30921	49	39	unique	unique	ADJ
ajst-30921	49	40	.	.	PUNCT
ajst-30921	50	1	figure	figure	VERB
ajst-30921	50	2	3.1	3.1	NUM
ajst-30921	50	3	whiteout	whiteout	PROPN
ajst-30921	50	4	survival	survival	NOUN
ajst-30921	50	5	game	game	NOUN
ajst-30921	50	6	testing	testing	NOUN
ajst-30921	50	7	is	be	AUX
ajst-30921	50	8	an	an	DET
ajst-30921	50	9	important	important	ADJ
ajst-30921	50	10	part	part	NOUN
ajst-30921	50	11	of	of	ADP
ajst-30921	50	12	the	the	DET
ajst-30921	50	13	game	game	NOUN
ajst-30921	50	14	development	development	NOUN
ajst-30921	50	15	process	process	NOUN
ajst-30921	50	16	,	,	PUNCT
ajst-30921	50	17	but	but	CCONJ
ajst-30921	50	18	traditional	traditional	ADJ
ajst-30921	50	19	testing	testing	NOUN
ajst-30921	50	20	methods	method	NOUN
ajst-30921	50	21	are	be	AUX
ajst-30921	50	22	often	often	ADV
ajst-30921	50	23	timeconsuming	timeconsuming	ADJ
ajst-30921	50	24	and	and	CCONJ
ajst-30921	50	25	costly.ai	costly.ai	NOUN
ajst-30921	50	26	technology	technology	NOUN
ajst-30921	50	27	can	can	AUX
ajst-30921	50	28	simulate	simulate	VERB
ajst-30921	50	29	the	the	DET
ajst-30921	50	30	behavior	behavior	NOUN
ajst-30921	50	31	patterns	pattern	NOUN
ajst-30921	50	32	of	of	ADP
ajst-30921	50	33	real	real	ADJ
ajst-30921	50	34	players	player	NOUN
ajst-30921	50	35	to	to	PART
ajst-30921	50	36	automatically	automatically	ADV
ajst-30921	50	37	conduct	conduct	VERB
ajst-30921	50	38	game	game	NOUN
ajst-30921	50	39	tests	test	NOUN
ajst-30921	50	40	,	,	PUNCT
ajst-30921	50	41	quickly	quickly	ADV
ajst-30921	50	42	identify	identify	VERB
ajst-30921	50	43	and	and	CCONJ
ajst-30921	50	44	fix	fix	VERB
ajst-30921	50	45	potential	potential	ADJ
ajst-30921	50	46	bugs	bug	NOUN
ajst-30921	50	47	and	and	CCONJ
ajst-30921	50	48	vulnerabilities	vulnerability	NOUN
ajst-30921	50	49	,	,	PUNCT
ajst-30921	50	50	thereby	thereby	ADV
ajst-30921	50	51	improving	improve	VERB
ajst-30921	50	52	game	game	NOUN
ajst-30921	50	53	quality	quality	NOUN
ajst-30921	50	54	.	.	PUNCT
ajst-30921	51	1	ai	ai	AUX
ajst-30921	51	2	testing	testing	NOUN
ajst-30921	51	3	tools	tool	NOUN
ajst-30921	51	4	can	can	AUX
ajst-30921	51	5	simulate	simulate	VERB
ajst-30921	51	6	various	various	ADJ
ajst-30921	51	7	player	player	NOUN
ajst-30921	51	8	behaviors	behavior	NOUN
ajst-30921	51	9	,	,	PUNCT
ajst-30921	51	10	including	include	VERB
ajst-30921	51	11	movement	movement	NOUN
ajst-30921	51	12	,	,	PUNCT
ajst-30921	51	13	attacks	attack	NOUN
ajst-30921	51	14	,	,	PUNCT
ajst-30921	51	15	and	and	CCONJ
ajst-30921	51	16	interactions	interaction	NOUN
ajst-30921	51	17	.	.	PUNCT
ajst-30921	52	1	these	these	DET
ajst-30921	52	2	tools	tool	NOUN
ajst-30921	52	3	can	can	AUX
ajst-30921	52	4	generate	generate	VERB
ajst-30921	52	5	a	a	DET
ajst-30921	52	6	large	large	ADJ
ajst-30921	52	7	number	number	NOUN
ajst-30921	52	8	of	of	ADP
ajst-30921	52	9	test	test	NOUN
ajst-30921	52	10	cases	case	NOUN
ajst-30921	52	11	to	to	PART
ajst-30921	52	12	cover	cover	VERB
ajst-30921	52	13	various	various	ADJ
ajst-30921	52	14	scenarios	scenario	NOUN
ajst-30921	52	15	and	and	CCONJ
ajst-30921	52	16	functions	function	NOUN
ajst-30921	52	17	in	in	ADP
ajst-30921	52	18	the	the	DET
ajst-30921	52	19	game	game	NOUN
ajst-30921	52	20	,	,	PUNCT
ajst-30921	52	21	ensuring	ensure	VERB
ajst-30921	52	22	the	the	DET
ajst-30921	52	23	game	game	NOUN
ajst-30921	52	24	's	's	PART
ajst-30921	52	25	stability	stability	NOUN
ajst-30921	52	26	and	and	CCONJ
ajst-30921	52	27	compatibility.ai	compatibility.ai	NOUN
ajst-30921	52	28	testing	testing	NOUN
ajst-30921	52	29	tools	tool	NOUN
ajst-30921	52	30	can	can	AUX
ajst-30921	52	31	also	also	ADV
ajst-30921	52	32	provide	provide	VERB
ajst-30921	52	33	repair	repair	NOUN
ajst-30921	52	34	suggestions	suggestion	NOUN
ajst-30921	52	35	through	through	ADP
ajst-30921	52	36	data	datum	NOUN
ajst-30921	52	37	analysis	analysis	NOUN
ajst-30921	52	38	when	when	SCONJ
ajst-30921	52	39	problems	problem	NOUN
ajst-30921	52	40	are	be	AUX
ajst-30921	52	41	found	find	VERB
ajst-30921	52	42	in	in	ADP
ajst-30921	52	43	the	the	DET
ajst-30921	52	44	game	game	NOUN
ajst-30921	52	45	.	.	PUNCT
ajst-30921	53	1	by	by	ADP
ajst-30921	53	2	analyzing	analyze	VERB
ajst-30921	53	3	game	game	NOUN
ajst-30921	53	4	logs	log	NOUN
ajst-30921	53	5	and	and	CCONJ
ajst-30921	53	6	player	player	NOUN
ajst-30921	53	7	feedback	feedback	NOUN
ajst-30921	53	8	,	,	PUNCT
ajst-30921	53	9	they	they	PRON
ajst-30921	53	10	can	can	AUX
ajst-30921	53	11	quickly	quickly	ADV
ajst-30921	53	12	locate	locate	VERB
ajst-30921	53	13	the	the	DET
ajst-30921	53	14	root	root	NOUN
ajst-30921	53	15	causes	cause	NOUN
ajst-30921	53	16	of	of	ADP
ajst-30921	53	17	problems	problem	NOUN
ajst-30921	53	18	and	and	CCONJ
ajst-30921	53	19	offer	offer	VERB
ajst-30921	53	20	possible	possible	ADJ
ajst-30921	53	21	solutions	solution	NOUN
ajst-30921	53	22	.	.	PUNCT
ajst-30921	54	1	(	(	PUNCT
ajst-30921	54	2	2	2	X
ajst-30921	54	3	)	)	PUNCT
ajst-30921	54	4	the	the	DET
ajst-30921	54	5	experience	experience	NOUN
ajst-30921	54	6	of	of	ADP
ajst-30921	54	7	players	player	NOUN
ajst-30921	54	8	in	in	ADP
ajst-30921	54	9	the	the	DET
ajst-30921	54	10	modern	modern	ADJ
ajst-30921	54	11	gaming	gaming	NOUN
ajst-30921	54	12	market	market	NOUN
ajst-30921	54	13	,	,	PUNCT
ajst-30921	54	14	the	the	DET
ajst-30921	54	15	demand	demand	NOUN
ajst-30921	54	16	for	for	ADP
ajst-30921	54	17	personalized	personalized	ADJ
ajst-30921	54	18	gaming	gaming	NOUN
ajst-30921	54	19	experiences	experience	NOUN
ajst-30921	54	20	is	be	AUX
ajst-30921	54	21	growing	grow	VERB
ajst-30921	54	22	increasingly	increasingly	ADV
ajst-30921	54	23	among	among	ADP
ajst-30921	54	24	players	player	NOUN
ajst-30921	54	25	,	,	PUNCT
ajst-30921	54	26	and	and	CCONJ
ajst-30921	54	27	the	the	DET
ajst-30921	54	28	emergence	emergence	NOUN
ajst-30921	54	29	of	of	ADP
ajst-30921	54	30	ai	ai	PRON
ajst-30921	54	31	technology	technology	NOUN
ajst-30921	54	32	provides	provide	VERB
ajst-30921	54	33	powerful	powerful	ADJ
ajst-30921	54	34	support	support	NOUN
ajst-30921	54	35	to	to	PART
ajst-30921	54	36	meet	meet	VERB
ajst-30921	54	37	this	this	DET
ajst-30921	54	38	demand.ai	demand.ai	PROPN
ajst-30921	54	39	can	can	AUX
ajst-30921	54	40	analyze	analyze	VERB
ajst-30921	54	41	players	player	NOUN
ajst-30921	54	42	'	'	PART
ajst-30921	54	43	behaviors	behavior	NOUN
ajst-30921	54	44	and	and	CCONJ
ajst-30921	54	45	preferences	preference	NOUN
ajst-30921	54	46	in	in	ADP
ajst-30921	54	47	real	real	ADJ
ajst-30921	54	48	-	-	PUNCT
ajst-30921	54	49	time	time	NOUN
ajst-30921	54	50	,	,	PUNCT
ajst-30921	54	51	thereby	thereby	ADV
ajst-30921	54	52	dynamically	dynamically	ADV
ajst-30921	54	53	adjusting	adjust	VERB
ajst-30921	54	54	the	the	DET
ajst-30921	54	55	game	game	NOUN
ajst-30921	54	56	's	's	PART
ajst-30921	54	57	difficulty	difficulty	NOUN
ajst-30921	54	58	,	,	PUNCT
ajst-30921	54	59	storyline	storyline	NOUN
ajst-30921	54	60	,	,	PUNCT
ajst-30921	54	61	and	and	CCONJ
ajst-30921	54	62	reward	reward	VERB
ajst-30921	54	63	mechanisms	mechanism	NOUN
ajst-30921	54	64	to	to	PART
ajst-30921	54	65	offer	offer	VERB
ajst-30921	54	66	a	a	DET
ajst-30921	54	67	customized	customize	VERB
ajst-30921	54	68	experience	experience	NOUN
ajst-30921	54	69	for	for	ADP
ajst-30921	54	70	each	each	DET
ajst-30921	54	71	player	player	NOUN
ajst-30921	54	72	.	.	PUNCT
ajst-30921	55	1	firstly	firstly	ADV
ajst-30921	55	2	,	,	PUNCT
ajst-30921	55	3	ai	ai	AUX
ajst-30921	55	4	can	can	AUX
ajst-30921	55	5	automatically	automatically	ADV
ajst-30921	55	6	adjust	adjust	VERB
ajst-30921	55	7	the	the	DET
ajst-30921	55	8	game	game	NOUN
ajst-30921	55	9	's	's	PART
ajst-30921	55	10	difficulty	difficulty	NOUN
ajst-30921	55	11	.	.	PUNCT
ajst-30921	56	1	this	this	DET
ajst-30921	56	2	dynamic	dynamic	ADJ
ajst-30921	56	3	difficulty	difficulty	NOUN
ajst-30921	56	4	adjustment	adjustment	NOUN
ajst-30921	56	5	not	not	PART
ajst-30921	56	6	only	only	ADV
ajst-30921	56	7	ensures	ensure	VERB
ajst-30921	56	8	that	that	SCONJ
ajst-30921	56	9	players	player	NOUN
ajst-30921	56	10	always	always	ADV
ajst-30921	56	11	maintain	maintain	VERB
ajst-30921	56	12	a	a	DET
ajst-30921	56	13	sense	sense	NOUN
ajst-30921	56	14	of	of	ADP
ajst-30921	56	15	challenge	challenge	NOUN
ajst-30921	56	16	and	and	CCONJ
ajst-30921	56	17	enjoyment	enjoyment	NOUN
ajst-30921	56	18	but	but	CCONJ
ajst-30921	56	19	also	also	ADV
ajst-30921	56	20	effectively	effectively	ADV
ajst-30921	56	21	prevents	prevent	VERB
ajst-30921	56	22	players	player	NOUN
ajst-30921	56	23	from	from	ADP
ajst-30921	56	24	losing	lose	VERB
ajst-30921	56	25	interest	interest	NOUN
ajst-30921	56	26	due	due	ADP
ajst-30921	56	27	to	to	ADP
ajst-30921	56	28	the	the	DET
ajst-30921	56	29	game	game	NOUN
ajst-30921	56	30	being	be	AUX
ajst-30921	56	31	too	too	ADV
ajst-30921	56	32	easy	easy	ADJ
ajst-30921	56	33	or	or	CCONJ
ajst-30921	56	34	too	too	ADV
ajst-30921	56	35	difficult.ai	difficult.ai	NOUN
ajst-30921	56	36	can	can	AUX
ajst-30921	56	37	also	also	ADV
ajst-30921	56	38	generate	generate	VERB
ajst-30921	56	39	different	different	ADJ
ajst-30921	56	40	story	story	NOUN
ajst-30921	56	41	branches	branch	NOUN
ajst-30921	56	42	based	base	VERB
ajst-30921	56	43	on	on	ADP
ajst-30921	56	44	players	player	NOUN
ajst-30921	56	45	'	'	PART
ajst-30921	56	46	choices	choice	NOUN
ajst-30921	56	47	,	,	PUNCT
ajst-30921	56	48	making	make	VERB
ajst-30921	56	49	each	each	DET
ajst-30921	56	50	player	player	NOUN
ajst-30921	56	51	's	's	PART
ajst-30921	56	52	gaming	gaming	NOUN
ajst-30921	56	53	story	story	NOUN
ajst-30921	56	54	unique	unique	ADJ
ajst-30921	56	55	and	and	CCONJ
ajst-30921	56	56	enhancing	enhance	VERB
ajst-30921	56	57	the	the	DET
ajst-30921	56	58	sense	sense	NOUN
ajst-30921	56	59	of	of	ADP
ajst-30921	56	60	immersion	immersion	NOUN
ajst-30921	56	61	.	.	PUNCT
ajst-30921	57	1	additionally	additionally	ADV
ajst-30921	57	2	,	,	PUNCT
ajst-30921	57	3	ai	ai	AUX
ajst-30921	57	4	can	can	AUX
ajst-30921	57	5	optimize	optimize	VERB
ajst-30921	57	6	the	the	DET
ajst-30921	57	7	reward	reward	NOUN
ajst-30921	57	8	mechanism	mechanism	NOUN
ajst-30921	57	9	based	base	VERB
ajst-30921	57	10	on	on	ADP
ajst-30921	57	11	players	player	NOUN
ajst-30921	57	12	'	'	PART
ajst-30921	57	13	behaviors	behavior	NOUN
ajst-30921	57	14	and	and	CCONJ
ajst-30921	57	15	preferences	preference	NOUN
ajst-30921	57	16	.	.	PUNCT
ajst-30921	58	1	if	if	SCONJ
ajst-30921	58	2	a	a	DET
ajst-30921	58	3	player	player	NOUN
ajst-30921	58	4	prefers	prefer	VERB
ajst-30921	58	5	exploring	explore	VERB
ajst-30921	58	6	the	the	DET
ajst-30921	58	7	game	game	NOUN
ajst-30921	58	8	world	world	NOUN
ajst-30921	58	9	,	,	PUNCT
ajst-30921	58	10	ai	ai	AUX
ajst-30921	58	11	can	can	AUX
ajst-30921	58	12	increase	increase	VERB
ajst-30921	58	13	the	the	DET
ajst-30921	58	14	proportion	proportion	NOUN
ajst-30921	58	15	of	of	ADP
ajst-30921	58	16	exploration	exploration	NOUN
ajst-30921	58	17	-	-	PUNCT
ajst-30921	58	18	related	relate	VERB
ajst-30921	58	19	rewards	reward	NOUN
ajst-30921	58	20	;	;	PUNCT
ajst-30921	58	21	if	if	SCONJ
ajst-30921	58	22	a	a	DET
ajst-30921	58	23	player	player	NOUN
ajst-30921	58	24	focuses	focus	VERB
ajst-30921	58	25	more	more	ADJ
ajst-30921	58	26	on	on	ADP
ajst-30921	58	27	combat	combat	NOUN
ajst-30921	58	28	,	,	PUNCT
ajst-30921	58	29	ai	ai	AUX
ajst-30921	58	30	can	can	AUX
ajst-30921	58	31	provide	provide	VERB
ajst-30921	58	32	more	more	ADJ
ajst-30921	58	33	combat	combat	NOUN
ajst-30921	58	34	-	-	PUNCT
ajst-30921	58	35	related	relate	VERB
ajst-30921	58	36	rewards	reward	NOUN
ajst-30921	58	37	.	.	PUNCT
ajst-30921	59	1	voice	voice	NOUN
ajst-30921	59	2	interaction	interaction	NOUN
ajst-30921	59	3	is	be	AUX
ajst-30921	59	4	an	an	DET
ajst-30921	59	5	important	important	ADJ
ajst-30921	59	6	application	application	NOUN
ajst-30921	59	7	of	of	ADP
ajst-30921	59	8	ai	ai	PRON
ajst-30921	59	9	212	212	NUM
ajst-30921	59	10	technology	technology	NOUN
ajst-30921	59	11	in	in	ADP
ajst-30921	59	12	games	game	NOUN
ajst-30921	59	13	.	.	PUNCT
ajst-30921	60	1	players	player	NOUN
ajst-30921	60	2	can	can	AUX
ajst-30921	60	3	interact	interact	VERB
ajst-30921	60	4	with	with	ADP
ajst-30921	60	5	npcs	npc	NOUN
ajst-30921	60	6	through	through	ADP
ajst-30921	60	7	voice	voice	NOUN
ajst-30921	60	8	commands	command	NOUN
ajst-30921	60	9	,	,	PUNCT
ajst-30921	60	10	and	and	CCONJ
ajst-30921	60	11	the	the	DET
ajst-30921	60	12	ai	ai	NOUN
ajst-30921	60	13	system	system	NOUN
ajst-30921	60	14	can	can	AUX
ajst-30921	60	15	recognize	recognize	VERB
ajst-30921	60	16	and	and	CCONJ
ajst-30921	60	17	understand	understand	VERB
ajst-30921	60	18	these	these	DET
ajst-30921	60	19	commands	command	NOUN
ajst-30921	60	20	in	in	ADP
ajst-30921	60	21	real	real	ADJ
ajst-30921	60	22	-	-	PUNCT
ajst-30921	60	23	time	time	NOUN
ajst-30921	60	24	and	and	CCONJ
ajst-30921	60	25	respond	respond	VERB
ajst-30921	60	26	accordingly	accordingly	ADV
ajst-30921	60	27	.	.	PUNCT
ajst-30921	61	1	in	in	ADP
ajst-30921	61	2	some	some	DET
ajst-30921	61	3	adventure	adventure	NOUN
ajst-30921	61	4	games	game	NOUN
ajst-30921	61	5	,	,	PUNCT
ajst-30921	61	6	players	player	NOUN
ajst-30921	61	7	can	can	AUX
ajst-30921	61	8	converse	converse	VERB
ajst-30921	61	9	with	with	ADP
ajst-30921	61	10	npcs	npc	NOUN
ajst-30921	61	11	via	via	ADP
ajst-30921	61	12	voice	voice	NOUN
ajst-30921	61	13	commands	command	NOUN
ajst-30921	61	14	to	to	PART
ajst-30921	61	15	obtain	obtain	VERB
ajst-30921	61	16	information	information	NOUN
ajst-30921	61	17	or	or	CCONJ
ajst-30921	61	18	request	request	NOUN
ajst-30921	61	19	assistance	assistance	NOUN
ajst-30921	61	20	.	.	PUNCT
ajst-30921	62	1	this	this	DET
ajst-30921	62	2	type	type	NOUN
ajst-30921	62	3	of	of	ADP
ajst-30921	62	4	voice	voice	NOUN
ajst-30921	62	5	interaction	interaction	NOUN
ajst-30921	62	6	is	be	AUX
ajst-30921	62	7	not	not	PART
ajst-30921	62	8	only	only	ADV
ajst-30921	62	9	more	more	ADV
ajst-30921	62	10	natural	natural	ADJ
ajst-30921	62	11	and	and	CCONJ
ajst-30921	62	12	convenient	convenient	ADJ
ajst-30921	62	13	but	but	CCONJ
ajst-30921	62	14	also	also	ADV
ajst-30921	62	15	enhances	enhance	VERB
ajst-30921	62	16	the	the	DET
ajst-30921	62	17	player	player	NOUN
ajst-30921	62	18	's	's	PART
ajst-30921	62	19	sense	sense	NOUN
ajst-30921	62	20	of	of	ADP
ajst-30921	62	21	immersion	immersion	NOUN
ajst-30921	62	22	.	.	PUNCT
ajst-30921	63	1	for	for	ADP
ajst-30921	63	2	example	example	NOUN
ajst-30921	63	3	,	,	PUNCT
ajst-30921	63	4	incyberpunk	incyberpunk	PROPN
ajst-30921	63	5	2077,voice	2077,voice	NUM
ajst-30921	63	6	recognition	recognition	NOUN
ajst-30921	63	7	technology	technology	NOUN
ajst-30921	63	8	enables	enable	VERB
ajst-30921	63	9	natural	natural	ADJ
ajst-30921	63	10	dialogue	dialogue	NOUN
ajst-30921	63	11	between	between	ADP
ajst-30921	63	12	players	player	NOUN
ajst-30921	63	13	and	and	CCONJ
ajst-30921	63	14	npcs	npc	NOUN
ajst-30921	63	15	.	.	PUNCT
ajst-30921	64	1	figure	figure	NOUN
ajst-30921	64	2	3.2	3.2	NUM
ajst-30921	64	3	cyberpunk2077	cyberpunk2077	PROPN
ajst-30921	64	4	ai	ai	PROPN
ajst-30921	64	5	systems	system	NOUN
ajst-30921	64	6	are	be	AUX
ajst-30921	64	7	also	also	ADV
ajst-30921	64	8	capable	capable	ADJ
ajst-30921	64	9	of	of	ADP
ajst-30921	64	10	identifying	identify	VERB
ajst-30921	64	11	players	player	NOUN
ajst-30921	64	12	'	'	PART
ajst-30921	64	13	emotional	emotional	ADJ
ajst-30921	64	14	states	state	NOUN
ajst-30921	64	15	and	and	CCONJ
ajst-30921	64	16	responding	respond	VERB
ajst-30921	64	17	accordingly	accordingly	ADV
ajst-30921	64	18	.	.	PUNCT
ajst-30921	65	1	if	if	SCONJ
ajst-30921	65	2	the	the	DET
ajst-30921	65	3	ai	ai	ADJ
ajst-30921	65	4	detects	detect	NOUN
ajst-30921	65	5	that	that	PRON
ajst-30921	65	6	a	a	DET
ajst-30921	65	7	player	player	NOUN
ajst-30921	65	8	is	be	AUX
ajst-30921	65	9	feeling	feel	VERB
ajst-30921	65	10	frustrated	frustrated	ADJ
ajst-30921	65	11	or	or	CCONJ
ajst-30921	65	12	anxious	anxious	ADJ
ajst-30921	65	13	,	,	PUNCT
ajst-30921	65	14	it	it	PRON
ajst-30921	65	15	can	can	AUX
ajst-30921	65	16	adjust	adjust	VERB
ajst-30921	65	17	the	the	DET
ajst-30921	65	18	game	game	NOUN
ajst-30921	65	19	's	's	PART
ajst-30921	65	20	difficulty	difficulty	NOUN
ajst-30921	65	21	level	level	NOUN
ajst-30921	65	22	or	or	CCONJ
ajst-30921	65	23	offer	offer	VERB
ajst-30921	65	24	more	more	ADJ
ajst-30921	65	25	support	support	NOUN
ajst-30921	65	26	.	.	PUNCT
ajst-30921	66	1	conversely	conversely	ADV
ajst-30921	66	2	,	,	PUNCT
ajst-30921	66	3	if	if	SCONJ
ajst-30921	66	4	the	the	DET
ajst-30921	66	5	player	player	NOUN
ajst-30921	66	6	is	be	AUX
ajst-30921	66	7	excited	excited	ADJ
ajst-30921	66	8	or	or	CCONJ
ajst-30921	66	9	happy	happy	ADJ
ajst-30921	66	10	,	,	PUNCT
ajst-30921	66	11	the	the	DET
ajst-30921	66	12	ai	ai	NOUN
ajst-30921	66	13	can	can	AUX
ajst-30921	66	14	increase	increase	VERB
ajst-30921	66	15	the	the	DET
ajst-30921	66	16	game	game	NOUN
ajst-30921	66	17	's	's	PART
ajst-30921	66	18	challenge	challenge	NOUN
ajst-30921	66	19	or	or	CCONJ
ajst-30921	66	20	provide	provide	VERB
ajst-30921	66	21	additional	additional	ADJ
ajst-30921	66	22	rewards	reward	NOUN
ajst-30921	66	23	.	.	PUNCT
ajst-30921	67	1	(	(	PUNCT
ajst-30921	67	2	3	3	X
ajst-30921	67	3	)	)	PUNCT
ajst-30921	67	4	operational	operational	ADJ
ajst-30921	67	5	management	management	NOUN
ajst-30921	67	6	optimizing	optimize	VERB
ajst-30921	67	7	the	the	DET
ajst-30921	67	8	game	game	NOUN
ajst-30921	67	9	economy	economy	NOUN
ajst-30921	67	10	is	be	AUX
ajst-30921	67	11	crucial	crucial	ADJ
ajst-30921	67	12	for	for	ADP
ajst-30921	67	13	the	the	DET
ajst-30921	67	14	long	long	ADJ
ajst-30921	67	15	-	-	PUNCT
ajst-30921	67	16	term	term	NOUN
ajst-30921	67	17	success	success	NOUN
ajst-30921	67	18	of	of	ADP
ajst-30921	67	19	a	a	DET
ajst-30921	67	20	game.ai	game.ai	PROPN
ajst-30921	67	21	technology	technology	NOUN
ajst-30921	67	22	,	,	PUNCT
ajst-30921	67	23	by	by	ADP
ajst-30921	67	24	analyzing	analyze	VERB
ajst-30921	67	25	player	player	NOUN
ajst-30921	67	26	behavior	behavior	NOUN
ajst-30921	67	27	in	in	ADP
ajst-30921	67	28	real	real	ADJ
ajst-30921	67	29	time	time	NOUN
ajst-30921	67	30	,	,	PUNCT
ajst-30921	67	31	can	can	AUX
ajst-30921	67	32	dynamically	dynamically	ADV
ajst-30921	67	33	adjust	adjust	VERB
ajst-30921	67	34	in	in	ADP
ajst-30921	67	35	-	-	PUNCT
ajst-30921	67	36	app	app	NOUN
ajst-30921	67	37	pricing	pricing	NOUN
ajst-30921	67	38	strategies	strategy	NOUN
ajst-30921	67	39	to	to	PART
ajst-30921	67	40	help	help	VERB
ajst-30921	67	41	developers	developer	NOUN
ajst-30921	67	42	maximize	maximize	VERB
ajst-30921	67	43	revenue	revenue	NOUN
ajst-30921	67	44	across	across	ADP
ajst-30921	67	45	different	different	ADJ
ajst-30921	67	46	user	user	NOUN
ajst-30921	67	47	segments	segment	NOUN
ajst-30921	67	48	.	.	PUNCT
ajst-30921	68	1	at	at	ADP
ajst-30921	68	2	the	the	DET
ajst-30921	68	3	same	same	ADJ
ajst-30921	68	4	time	time	NOUN
ajst-30921	68	5	,	,	PUNCT
ajst-30921	68	6	ai	ai	VERB
ajst-30921	68	7	-	-	PUNCT
ajst-30921	68	8	driven	drive	VERB
ajst-30921	68	9	ad	ad	NOUN
ajst-30921	68	10	placement	placement	NOUN
ajst-30921	68	11	ensures	ensure	VERB
ajst-30921	68	12	that	that	SCONJ
ajst-30921	68	13	ads	ad	NOUN
ajst-30921	68	14	appear	appear	VERB
ajst-30921	68	15	at	at	ADP
ajst-30921	68	16	the	the	DET
ajst-30921	68	17	optimal	optimal	ADJ
ajst-30921	68	18	moments	moment	NOUN
ajst-30921	68	19	,	,	PUNCT
ajst-30921	68	20	minimizing	minimize	VERB
ajst-30921	68	21	disruption	disruption	NOUN
ajst-30921	68	22	to	to	ADP
ajst-30921	68	23	the	the	DET
ajst-30921	68	24	gaming	gaming	NOUN
ajst-30921	68	25	experience	experience	NOUN
ajst-30921	68	26	while	while	SCONJ
ajst-30921	68	27	increasing	increase	VERB
ajst-30921	68	28	user	user	NOUN
ajst-30921	68	29	engagement	engagement	NOUN
ajst-30921	68	30	and	and	CCONJ
ajst-30921	68	31	conversion	conversion	NOUN
ajst-30921	68	32	rates	rate	NOUN
ajst-30921	68	33	.	.	PUNCT
ajst-30921	69	1	for	for	ADP
ajst-30921	69	2	highvalue	highvalue	NOUN
ajst-30921	69	3	players	player	NOUN
ajst-30921	69	4	,	,	PUNCT
ajst-30921	69	5	ai	ai	AUX
ajst-30921	69	6	can	can	AUX
ajst-30921	69	7	appropriately	appropriately	ADV
ajst-30921	69	8	increase	increase	VERB
ajst-30921	69	9	the	the	DET
ajst-30921	69	10	prices	price	NOUN
ajst-30921	69	11	of	of	ADP
ajst-30921	69	12	certain	certain	ADJ
ajst-30921	69	13	rare	rare	ADJ
ajst-30921	69	14	items	item	NOUN
ajst-30921	69	15	;	;	PUNCT
ajst-30921	69	16	for	for	ADP
ajst-30921	69	17	casual	casual	ADJ
ajst-30921	69	18	players	player	NOUN
ajst-30921	69	19	,	,	PUNCT
ajst-30921	69	20	ai	ai	AUX
ajst-30921	69	21	can	can	AUX
ajst-30921	69	22	offer	offer	VERB
ajst-30921	69	23	more	more	ADJ
ajst-30921	69	24	discounts	discount	NOUN
ajst-30921	69	25	and	and	CCONJ
ajst-30921	69	26	promotional	promotional	ADJ
ajst-30921	69	27	activities	activity	NOUN
ajst-30921	69	28	.	.	PUNCT
ajst-30921	70	1	this	this	DET
ajst-30921	70	2	dynamic	dynamic	ADJ
ajst-30921	70	3	pricing	pricing	NOUN
ajst-30921	70	4	strategy	strategy	NOUN
ajst-30921	70	5	not	not	PART
ajst-30921	70	6	only	only	ADV
ajst-30921	70	7	maximizes	maximize	VERB
ajst-30921	70	8	revenue	revenue	NOUN
ajst-30921	70	9	but	but	CCONJ
ajst-30921	70	10	also	also	ADV
ajst-30921	70	11	enhances	enhance	VERB
ajst-30921	70	12	player	player	NOUN
ajst-30921	70	13	satisfaction	satisfaction	NOUN
ajst-30921	70	14	.	.	PUNCT
ajst-30921	71	1	ai	ai	VERB
ajst-30921	71	2	can	can	AUX
ajst-30921	71	3	determine	determine	VERB
ajst-30921	71	4	the	the	DET
ajst-30921	71	5	best	good	ADJ
ajst-30921	71	6	timing	timing	NOUN
ajst-30921	71	7	for	for	ADP
ajst-30921	71	8	displaying	display	VERB
ajst-30921	71	9	ads	ad	NOUN
ajst-30921	71	10	based	base	VERB
ajst-30921	71	11	on	on	ADP
ajst-30921	71	12	players	player	NOUN
ajst-30921	71	13	'	'	PART
ajst-30921	71	14	progress	progress	NOUN
ajst-30921	71	15	and	and	CCONJ
ajst-30921	71	16	emotional	emotional	ADJ
ajst-30921	71	17	states	state	NOUN
ajst-30921	71	18	.	.	PUNCT
ajst-30921	72	1	for	for	ADP
ajst-30921	72	2	instance	instance	NOUN
ajst-30921	72	3	,	,	PUNCT
ajst-30921	72	4	showing	show	VERB
ajst-30921	72	5	ads	ad	NOUN
ajst-30921	72	6	when	when	SCONJ
ajst-30921	72	7	a	a	DET
ajst-30921	72	8	player	player	NOUN
ajst-30921	72	9	completes	complete	VERB
ajst-30921	72	10	a	a	DET
ajst-30921	72	11	mission	mission	NOUN
ajst-30921	72	12	or	or	CCONJ
ajst-30921	72	13	receives	receive	VERB
ajst-30921	72	14	a	a	DET
ajst-30921	72	15	reward	reward	NOUN
ajst-30921	72	16	can	can	AUX
ajst-30921	72	17	increase	increase	VERB
ajst-30921	72	18	the	the	DET
ajst-30921	72	19	ad	ad	NOUN
ajst-30921	72	20	's	's	PART
ajst-30921	72	21	click	click	NOUN
ajst-30921	72	22	-	-	PUNCT
ajst-30921	72	23	through	through	ADP
ajst-30921	72	24	rate	rate	NOUN
ajst-30921	72	25	without	without	ADP
ajst-30921	72	26	interrupting	interrupt	VERB
ajst-30921	72	27	the	the	DET
ajst-30921	72	28	player	player	NOUN
ajst-30921	72	29	's	's	PART
ajst-30921	72	30	experience	experience	NOUN
ajst-30921	72	31	at	at	ADP
ajst-30921	72	32	critical	critical	ADJ
ajst-30921	72	33	moments	moment	NOUN
ajst-30921	72	34	.	.	PUNCT
ajst-30921	73	1	additionally	additionally	ADV
ajst-30921	73	2	,	,	PUNCT
ajst-30921	73	3	ai	ai	VERB
ajst-30921	73	4	can	can	AUX
ajst-30921	73	5	tailor	tailor	VERB
ajst-30921	73	6	ad	ad	NOUN
ajst-30921	73	7	content	content	NOUN
ajst-30921	73	8	to	to	ADP
ajst-30921	73	9	players	player	NOUN
ajst-30921	73	10	'	'	PART
ajst-30921	73	11	preferences	preference	NOUN
ajst-30921	73	12	and	and	CCONJ
ajst-30921	73	13	behaviors	behavior	NOUN
ajst-30921	73	14	,	,	PUNCT
ajst-30921	73	15	further	far	ADV
ajst-30921	73	16	enhancing	enhance	VERB
ajst-30921	73	17	the	the	DET
ajst-30921	73	18	effectiveness	effectiveness	NOUN
ajst-30921	73	19	of	of	ADP
ajst-30921	73	20	the	the	DET
ajst-30921	73	21	ads	ad	NOUN
ajst-30921	73	22	.	.	PUNCT
ajst-30921	74	1	3	3	X
ajst-30921	74	2	.	.	PUNCT
ajst-30921	74	3	potential	potential	ADJ
ajst-30921	74	4	drawbacks	drawback	NOUN
ajst-30921	74	5	(	(	PUNCT
ajst-30921	74	6	1	1	X
ajst-30921	74	7	)	)	PUNCT
ajst-30921	74	8	technical	technical	ADJ
ajst-30921	74	9	costs	cost	NOUN
ajst-30921	74	10	and	and	CCONJ
ajst-30921	74	11	resource	resource	NOUN
ajst-30921	74	12	requirements	requirement	NOUN
ajst-30921	74	13	the	the	DET
ajst-30921	74	14	training	training	NOUN
ajst-30921	74	15	and	and	CCONJ
ajst-30921	74	16	deployment	deployment	NOUN
ajst-30921	74	17	of	of	ADP
ajst-30921	74	18	generative	generative	ADJ
ajst-30921	74	19	ai	ai	PROPN
ajst-30921	74	20	models	model	NOUN
ajst-30921	74	21	require	require	VERB
ajst-30921	74	22	high	high	ADJ
ajst-30921	74	23	-	-	PUNCT
ajst-30921	74	24	performance	performance	NOUN
ajst-30921	74	25	computing	computing	NOUN
ajst-30921	74	26	devices	device	NOUN
ajst-30921	74	27	.	.	PUNCT
ajst-30921	75	1	deep	deep	ADJ
ajst-30921	75	2	learning	learning	NOUN
ajst-30921	75	3	models	model	NOUN
ajst-30921	75	4	typically	typically	ADV
ajst-30921	75	5	need	need	VERB
ajst-30921	75	6	to	to	PART
ajst-30921	75	7	use	use	VERB
ajst-30921	75	8	gpus(graphics	gpus(graphic	NOUN
ajst-30921	75	9	processing	process	VERB
ajst-30921	75	10	units)or	units)or	ADJ
ajst-30921	75	11	tpus(tensor	tpus(tensor	NOUN
ajst-30921	75	12	processing	processing	NOUN
ajst-30921	75	13	units)for	units)for	ADP
ajst-30921	75	14	large	large	ADJ
ajst-30921	75	15	-	-	PUNCT
ajst-30921	75	16	scale	scale	NOUN
ajst-30921	75	17	parallel	parallel	ADJ
ajst-30921	75	18	computing	computing	NOUN
ajst-30921	75	19	.	.	PUNCT
ajst-30921	76	1	these	these	DET
ajst-30921	76	2	hardware	hardware	NOUN
ajst-30921	76	3	devices	device	NOUN
ajst-30921	76	4	are	be	AUX
ajst-30921	76	5	expensive	expensive	ADJ
ajst-30921	76	6	and	and	CCONJ
ajst-30921	76	7	need	need	VERB
ajst-30921	76	8	to	to	PART
ajst-30921	76	9	be	be	AUX
ajst-30921	76	10	updated	update	VERB
ajst-30921	76	11	regularly	regularly	ADV
ajst-30921	76	12	to	to	PART
ajst-30921	76	13	meet	meet	VERB
ajst-30921	76	14	the	the	DET
ajst-30921	76	15	growing	grow	VERB
ajst-30921	76	16	computational	computational	ADJ
ajst-30921	76	17	demands	demand	NOUN
ajst-30921	76	18	.	.	PUNCT
ajst-30921	77	1	for	for	ADP
ajst-30921	77	2	small	small	ADJ
ajst-30921	77	3	and	and	CCONJ
ajst-30921	77	4	medium	medium	ADJ
ajst-30921	77	5	-	-	PUNCT
ajst-30921	77	6	sized	sized	ADJ
ajst-30921	77	7	game	game	NOUN
ajst-30921	77	8	development	development	NOUN
ajst-30921	77	9	studios	studio	NOUN
ajst-30921	77	10	,	,	PUNCT
ajst-30921	77	11	purchasing	purchase	VERB
ajst-30921	77	12	and	and	CCONJ
ajst-30921	77	13	maintaining	maintain	VERB
ajst-30921	77	14	such	such	ADJ
ajst-30921	77	15	hardware	hardware	NOUN
ajst-30921	77	16	devices	device	NOUN
ajst-30921	77	17	is	be	AUX
ajst-30921	77	18	a	a	DET
ajst-30921	77	19	significant	significant	ADJ
ajst-30921	77	20	burden	burden	NOUN
ajst-30921	77	21	.	.	PUNCT
ajst-30921	78	1	in	in	ADP
ajst-30921	78	2	addition	addition	NOUN
ajst-30921	78	3	to	to	ADP
ajst-30921	78	4	hardware	hardware	NOUN
ajst-30921	78	5	requirements	requirement	NOUN
ajst-30921	78	6	,	,	PUNCT
ajst-30921	78	7	the	the	DET
ajst-30921	78	8	integration	integration	NOUN
ajst-30921	78	9	of	of	ADP
ajst-30921	78	10	ai	ai	PRON
ajst-30921	78	11	technology	technology	NOUN
ajst-30921	78	12	also	also	ADV
ajst-30921	78	13	requires	require	VERB
ajst-30921	78	14	a	a	DET
ajst-30921	78	15	specialized	specialized	ADJ
ajst-30921	78	16	technical	technical	ADJ
ajst-30921	78	17	team	team	NOUN
ajst-30921	78	18	.	.	PUNCT
ajst-30921	79	1	developers	developer	NOUN
ajst-30921	79	2	need	need	VERB
ajst-30921	79	3	to	to	PART
ajst-30921	79	4	have	have	VERB
ajst-30921	79	5	professional	professional	ADJ
ajst-30921	79	6	knowledge	knowledge	NOUN
ajst-30921	79	7	in	in	ADP
ajst-30921	79	8	the	the	DET
ajst-30921	79	9	fields	field	NOUN
ajst-30921	79	10	of	of	ADP
ajst-30921	79	11	machine	machine	NOUN
ajst-30921	79	12	learning	learning	NOUN
ajst-30921	79	13	,	,	PUNCT
ajst-30921	79	14	deep	deep	ADJ
ajst-30921	79	15	learning	learning	NOUN
ajst-30921	79	16	,	,	PUNCT
ajst-30921	79	17	natural	natural	ADJ
ajst-30921	79	18	language	language	NOUN
ajst-30921	79	19	processing	processing	NOUN
ajst-30921	79	20	,	,	PUNCT
ajst-30921	79	21	etc	etc	X
ajst-30921	79	22	.	.	X
ajst-30921	79	23	,in	,in	PUNCT
ajst-30921	79	24	order	order	NOUN
ajst-30921	79	25	to	to	PART
ajst-30921	79	26	effectively	effectively	ADV
ajst-30921	79	27	develop	develop	VERB
ajst-30921	79	28	and	and	CCONJ
ajst-30921	79	29	optimize	optimize	VERB
ajst-30921	79	30	ai	ai	NOUN
ajst-30921	79	31	models	model	NOUN
ajst-30921	79	32	.	.	PUNCT
ajst-30921	80	1	the	the	DET
ajst-30921	80	2	scarcity	scarcity	NOUN
ajst-30921	80	3	of	of	ADP
ajst-30921	80	4	these	these	DET
ajst-30921	80	5	specialized	specialized	ADJ
ajst-30921	80	6	talents	talent	NOUN
ajst-30921	80	7	leads	lead	VERB
ajst-30921	80	8	to	to	ADP
ajst-30921	80	9	high	high	ADJ
ajst-30921	80	10	labor	labor	NOUN
ajst-30921	80	11	costs	cost	NOUN
ajst-30921	80	12	.	.	PUNCT
ajst-30921	81	1	ai	ai	VERB
ajst-30921	81	2	-	-	PUNCT
ajst-30921	81	3	driven	drive	VERB
ajst-30921	81	4	real	real	ADJ
ajst-30921	81	5	-	-	PUNCT
ajst-30921	81	6	time	time	NOUN
ajst-30921	81	7	interactive	interactive	ADJ
ajst-30921	81	8	features	feature	NOUN
ajst-30921	81	9	,	,	PUNCT
ajst-30921	81	10	such	such	ADJ
ajst-30921	81	11	as	as	ADP
ajst-30921	81	12	intelligent	intelligent	ADJ
ajst-30921	81	13	npcs	npc	NOUN
ajst-30921	81	14	,	,	PUNCT
ajst-30921	81	15	dynamic	dynamic	ADJ
ajst-30921	81	16	storyline	storyline	ADJ
ajst-30921	81	17	generation	generation	NOUN
ajst-30921	81	18	,	,	PUNCT
ajst-30921	81	19	and	and	CCONJ
ajst-30921	81	20	voice	voice	NOUN
ajst-30921	81	21	interaction	interaction	NOUN
ajst-30921	81	22	,	,	PUNCT
ajst-30921	81	23	require	require	VERB
ajst-30921	81	24	servers	server	NOUN
ajst-30921	81	25	to	to	PART
ajst-30921	81	26	process	process	VERB
ajst-30921	81	27	large	large	ADJ
ajst-30921	81	28	amounts	amount	NOUN
ajst-30921	81	29	of	of	ADP
ajst-30921	81	30	data	datum	NOUN
ajst-30921	81	31	in	in	ADP
ajst-30921	81	32	a	a	DET
ajst-30921	81	33	short	short	ADJ
ajst-30921	81	34	period	period	NOUN
ajst-30921	81	35	of	of	ADP
ajst-30921	81	36	time	time	NOUN
ajst-30921	81	37	.	.	PUNCT
ajst-30921	82	1	this	this	DET
ajst-30921	82	2	high	high	ADJ
ajst-30921	82	3	-	-	PUNCT
ajst-30921	82	4	concurrency	concurrency	NOUN
ajst-30921	82	5	computing	compute	VERB
ajst-30921	82	6	demand	demand	NOUN
ajst-30921	82	7	places	place	VERB
ajst-30921	82	8	extremely	extremely	ADV
ajst-30921	82	9	high	high	ADJ
ajst-30921	82	10	requirements	requirement	NOUN
ajst-30921	82	11	on	on	ADP
ajst-30921	82	12	the	the	DET
ajst-30921	82	13	server	server	NOUN
ajst-30921	82	14	's	's	PART
ajst-30921	82	15	processing	processing	NOUN
ajst-30921	82	16	capabilities	capability	NOUN
ajst-30921	82	17	,	,	PUNCT
ajst-30921	82	18	potentially	potentially	ADV
ajst-30921	82	19	leading	lead	VERB
ajst-30921	82	20	to	to	ADP
ajst-30921	82	21	server	server	NOUN
ajst-30921	82	22	overload	overload	NOUN
ajst-30921	82	23	and	and	CCONJ
ajst-30921	82	24	,	,	PUNCT
ajst-30921	82	25	consequently	consequently	ADV
ajst-30921	82	26	,	,	PUNCT
ajst-30921	82	27	affecting	affect	VERB
ajst-30921	82	28	the	the	DET
ajst-30921	82	29	smoothness	smoothness	NOUN
ajst-30921	82	30	of	of	ADP
ajst-30921	82	31	the	the	DET
ajst-30921	82	32	game	game	NOUN
ajst-30921	82	33	.	.	PUNCT
ajst-30921	83	1	to	to	PART
ajst-30921	83	2	meet	meet	VERB
ajst-30921	83	3	the	the	DET
ajst-30921	83	4	resource	resource	NOUN
ajst-30921	83	5	demands	demand	NOUN
ajst-30921	83	6	of	of	ADP
ajst-30921	83	7	ai	ai	PRON
ajst-30921	83	8	technology	technology	NOUN
ajst-30921	83	9	,	,	PUNCT
ajst-30921	83	10	game	game	NOUN
ajst-30921	83	11	companies	company	NOUN
ajst-30921	83	12	may	may	AUX
ajst-30921	83	13	need	need	VERB
ajst-30921	83	14	to	to	PART
ajst-30921	83	15	purchase	purchase	VERB
ajst-30921	83	16	more	more	ADJ
ajst-30921	83	17	server	server	NOUN
ajst-30921	83	18	equipment	equipment	NOUN
ajst-30921	83	19	or	or	CCONJ
ajst-30921	83	20	use	use	VERB
ajst-30921	83	21	cloud	cloud	NOUN
ajst-30921	83	22	services	service	NOUN
ajst-30921	83	23	to	to	PART
ajst-30921	83	24	expand	expand	VERB
ajst-30921	83	25	computing	computing	NOUN
ajst-30921	83	26	power	power	NOUN
ajst-30921	83	27	.	.	PUNCT
ajst-30921	84	1	both	both	DET
ajst-30921	84	2	hardware	hardware	NOUN
ajst-30921	84	3	procurement	procurement	NOUN
ajst-30921	84	4	and	and	CCONJ
ajst-30921	84	5	cloud	cloud	NOUN
ajst-30921	84	6	service	service	NOUN
ajst-30921	84	7	leasing	leasing	NOUN
ajst-30921	84	8	will	will	AUX
ajst-30921	84	9	significantly	significantly	ADV
ajst-30921	84	10	increase	increase	VERB
ajst-30921	84	11	operating	operating	NOUN
ajst-30921	84	12	costs	cost	NOUN
ajst-30921	84	13	.	.	PUNCT
ajst-30921	85	1	in	in	ADP
ajst-30921	85	2	addition	addition	NOUN
ajst-30921	85	3	,	,	PUNCT
ajst-30921	85	4	the	the	DET
ajst-30921	85	5	maintenance	maintenance	NOUN
ajst-30921	85	6	and	and	CCONJ
ajst-30921	85	7	optimization	optimization	NOUN
ajst-30921	85	8	of	of	ADP
ajst-30921	85	9	ai	ai	PROPN
ajst-30921	85	10	systems	system	NOUN
ajst-30921	85	11	also	also	ADV
ajst-30921	85	12	require	require	VERB
ajst-30921	85	13	continuous	continuous	ADJ
ajst-30921	85	14	investment	investment	NOUN
ajst-30921	85	15	,	,	PUNCT
ajst-30921	85	16	further	far	ADV
ajst-30921	85	17	increasing	increase	VERB
ajst-30921	85	18	the	the	DET
ajst-30921	85	19	burden	burden	NOUN
ajst-30921	85	20	on	on	ADP
ajst-30921	85	21	game	game	NOUN
ajst-30921	85	22	companies	company	NOUN
ajst-30921	85	23	.	.	PUNCT
ajst-30921	86	1	(	(	PUNCT
ajst-30921	86	2	2	2	X
ajst-30921	86	3	)	)	PUNCT
ajst-30921	86	4	data	datum	NOUN
ajst-30921	86	5	collection	collection	NOUN
ajst-30921	86	6	and	and	CCONJ
ajst-30921	86	7	privacy	privacy	NOUN
ajst-30921	86	8	protection	protection	NOUN
ajst-30921	86	9	to	to	PART
ajst-30921	86	10	provide	provide	VERB
ajst-30921	86	11	personalized	personalized	ADJ
ajst-30921	86	12	gaming	gaming	NOUN
ajst-30921	86	13	experiences	experience	NOUN
ajst-30921	86	14	,	,	PUNCT
ajst-30921	86	15	ai	ai	AUX
ajst-30921	86	16	systems	system	NOUN
ajst-30921	86	17	need	need	VERB
ajst-30921	86	18	to	to	PART
ajst-30921	86	19	collect	collect	VERB
ajst-30921	86	20	various	various	ADJ
ajst-30921	86	21	behavioral	behavioral	ADJ
ajst-30921	86	22	data	datum	NOUN
ajst-30921	86	23	from	from	ADP
ajst-30921	86	24	players	player	NOUN
ajst-30921	86	25	,	,	PUNCT
ajst-30921	86	26	including	include	VERB
ajst-30921	86	27	gaming	gaming	NOUN
ajst-30921	86	28	habits	habit	NOUN
ajst-30921	86	29	,	,	PUNCT
ajst-30921	86	30	preference	preference	NOUN
ajst-30921	86	31	settings	setting	NOUN
ajst-30921	86	32	,	,	PUNCT
ajst-30921	86	33	and	and	CCONJ
ajst-30921	86	34	social	social	ADJ
ajst-30921	86	35	interactions	interaction	NOUN
ajst-30921	86	36	.	.	PUNCT
ajst-30921	87	1	these	these	DET
ajst-30921	87	2	data	datum	NOUN
ajst-30921	87	3	can	can	AUX
ajst-30921	87	4	help	help	VERB
ajst-30921	87	5	ai	ai	VERB
ajst-30921	87	6	algorithms	algorithm	NOUN
ajst-30921	87	7	better	well	ADV
ajst-30921	87	8	understand	understand	VERB
ajst-30921	87	9	players	player	NOUN
ajst-30921	87	10	'	'	PART
ajst-30921	87	11	needs	need	NOUN
ajst-30921	87	12	,	,	PUNCT
ajst-30921	87	13	thereby	thereby	ADV
ajst-30921	87	14	dynamically	dynamically	ADV
ajst-30921	87	15	adjusting	adjust	VERB
ajst-30921	87	16	game	game	NOUN
ajst-30921	87	17	content	content	NOUN
ajst-30921	87	18	and	and	CCONJ
ajst-30921	87	19	difficulty	difficulty	NOUN
ajst-30921	87	20	to	to	PART
ajst-30921	87	21	enhance	enhance	VERB
ajst-30921	87	22	player	player	NOUN
ajst-30921	87	23	engagement	engagement	NOUN
ajst-30921	87	24	and	and	CCONJ
ajst-30921	87	25	satisfaction	satisfaction	NOUN
ajst-30921	87	26	.	.	PUNCT
ajst-30921	88	1	however	however	ADV
ajst-30921	88	2	,	,	PUNCT
ajst-30921	88	3	this	this	DET
ajst-30921	88	4	data	data	NOUN
ajst-30921	88	5	collection	collection	NOUN
ajst-30921	88	6	also	also	ADV
ajst-30921	88	7	poses	pose	VERB
ajst-30921	88	8	privacy	privacy	NOUN
ajst-30921	88	9	risks	risk	NOUN
ajst-30921	88	10	.	.	PUNCT
ajst-30921	89	1	sensitive	sensitive	ADJ
ajst-30921	89	2	information	information	NOUN
ajst-30921	89	3	may	may	AUX
ajst-30921	89	4	be	be	AUX
ajst-30921	89	5	obtained	obtain	VERB
ajst-30921	89	6	by	by	ADP
ajst-30921	89	7	unauthorized	unauthorized	ADJ
ajst-30921	89	8	third	third	ADJ
ajst-30921	89	9	parties	party	NOUN
ajst-30921	89	10	,	,	PUNCT
ajst-30921	89	11	leading	lead	VERB
ajst-30921	89	12	to	to	ADP
ajst-30921	89	13	privacy	privacy	NOUN
ajst-30921	89	14	breaches	breach	NOUN
ajst-30921	89	15	.	.	PUNCT
ajst-30921	90	1	if	if	SCONJ
ajst-30921	90	2	these	these	DET
ajst-30921	90	3	data	datum	NOUN
ajst-30921	90	4	are	be	AUX
ajst-30921	90	5	misused	misuse	VERB
ajst-30921	90	6	,	,	PUNCT
ajst-30921	90	7	they	they	PRON
ajst-30921	90	8	could	could	AUX
ajst-30921	90	9	interfere	interfere	VERB
ajst-30921	90	10	with	with	ADP
ajst-30921	90	11	players	player	NOUN
ajst-30921	90	12	'	'	PART
ajst-30921	90	13	personal	personal	ADJ
ajst-30921	90	14	lives	life	NOUN
ajst-30921	90	15	and	and	CCONJ
ajst-30921	90	16	even	even	ADV
ajst-30921	90	17	cause	cause	VERB
ajst-30921	90	18	security	security	NOUN
ajst-30921	90	19	issues	issue	NOUN
ajst-30921	90	20	.	.	PUNCT
ajst-30921	91	1	hack	hack	NOUN
ajst-30921	91	2	attacks	attack	NOUN
ajst-30921	91	3	are	be	AUX
ajst-30921	91	4	one	one	NUM
ajst-30921	91	5	of	of	ADP
ajst-30921	91	6	the	the	DET
ajst-30921	91	7	biggest	big	ADJ
ajst-30921	91	8	threats	threat	NOUN
ajst-30921	91	9	to	to	ADP
ajst-30921	91	10	game	game	NOUN
ajst-30921	91	11	data	datum	NOUN
ajst-30921	91	12	security	security	NOUN
ajst-30921	91	13	.	.	PUNCT
ajst-30921	92	1	hackers	hacker	NOUN
ajst-30921	92	2	can	can	AUX
ajst-30921	92	3	use	use	VERB
ajst-30921	92	4	various	various	ADJ
ajst-30921	92	5	means	mean	NOUN
ajst-30921	92	6	,	,	PUNCT
ajst-30921	92	7	such	such	ADJ
ajst-30921	92	8	as	as	ADP
ajst-30921	92	9	sql	sql	NOUN
ajst-30921	92	10	injection	injection	NOUN
ajst-30921	92	11	,	,	PUNCT
ajst-30921	92	12	ddos	ddos	NOUN
ajst-30921	92	13	attacks	attack	NOUN
ajst-30921	92	14	,	,	PUNCT
ajst-30921	92	15	and	and	CCONJ
ajst-30921	92	16	malware	malware	NOUN
ajst-30921	92	17	,	,	PUNCT
ajst-30921	92	18	to	to	PART
ajst-30921	92	19	infiltrate	infiltrate	VERB
ajst-30921	92	20	game	game	NOUN
ajst-30921	92	21	servers	server	NOUN
ajst-30921	92	22	and	and	CCONJ
ajst-30921	92	23	steal	steal	VERB
ajst-30921	92	24	user	user	NOUN
ajst-30921	92	25	data	datum	NOUN
ajst-30921	92	26	.	.	PUNCT
ajst-30921	93	1	once	once	SCONJ
ajst-30921	93	2	data	datum	NOUN
ajst-30921	93	3	is	be	AUX
ajst-30921	93	4	leaked	leak	VERB
ajst-30921	93	5	,	,	PUNCT
ajst-30921	93	6	players	player	NOUN
ajst-30921	93	7	'	'	PART
ajst-30921	93	8	213	213	NUM
ajst-30921	93	9	personal	personal	ADJ
ajst-30921	93	10	information	information	NOUN
ajst-30921	93	11	,	,	PUNCT
ajst-30921	93	12	payment	payment	NOUN
ajst-30921	93	13	details	detail	NOUN
ajst-30921	93	14	,	,	PUNCT
ajst-30921	93	15	and	and	CCONJ
ajst-30921	93	16	game	game	NOUN
ajst-30921	93	17	accounts	account	NOUN
ajst-30921	93	18	may	may	AUX
ajst-30921	93	19	be	be	AUX
ajst-30921	93	20	exposed	expose	VERB
ajst-30921	93	21	,	,	PUNCT
ajst-30921	93	22	resulting	result	VERB
ajst-30921	93	23	in	in	ADP
ajst-30921	93	24	financial	financial	ADJ
ajst-30921	93	25	losses	loss	NOUN
ajst-30921	93	26	or	or	CCONJ
ajst-30921	93	27	identity	identity	NOUN
ajst-30921	93	28	theft	theft	NOUN
ajst-30921	93	29	for	for	ADP
ajst-30921	93	30	players	player	NOUN
ajst-30921	93	31	.	.	PUNCT
ajst-30921	94	1	in	in	ADP
ajst-30921	94	2	addition	addition	NOUN
ajst-30921	94	3	to	to	ADP
ajst-30921	94	4	external	external	ADJ
ajst-30921	94	5	attacks	attack	NOUN
ajst-30921	94	6	,	,	PUNCT
ajst-30921	94	7	poor	poor	ADJ
ajst-30921	94	8	internal	internal	ADJ
ajst-30921	94	9	management	management	NOUN
ajst-30921	94	10	can	can	AUX
ajst-30921	94	11	also	also	ADV
ajst-30921	94	12	lead	lead	VERB
ajst-30921	94	13	to	to	ADP
ajst-30921	94	14	data	datum	NOUN
ajst-30921	94	15	leaks	leak	NOUN
ajst-30921	94	16	.	.	PUNCT
ajst-30921	95	1	employees	employee	NOUN
ajst-30921	95	2	within	within	ADP
ajst-30921	95	3	game	game	NOUN
ajst-30921	95	4	companies	company	NOUN
ajst-30921	95	5	,	,	PUNCT
ajst-30921	95	6	if	if	SCONJ
ajst-30921	95	7	lacking	lack	VERB
ajst-30921	95	8	sufficient	sufficient	ADJ
ajst-30921	95	9	data	datum	NOUN
ajst-30921	95	10	security	security	NOUN
ajst-30921	95	11	awareness	awareness	NOUN
ajst-30921	95	12	,	,	PUNCT
ajst-30921	95	13	may	may	AUX
ajst-30921	95	14	inadvertently	inadvertently	ADV
ajst-30921	95	15	disclose	disclose	VERB
ajst-30921	95	16	user	user	NOUN
ajst-30921	95	17	data	datum	NOUN
ajst-30921	95	18	.	.	PUNCT
ajst-30921	96	1	for	for	ADP
ajst-30921	96	2	example	example	NOUN
ajst-30921	96	3	,	,	PUNCT
ajst-30921	96	4	employees	employee	NOUN
ajst-30921	96	5	accessing	access	VERB
ajst-30921	96	6	or	or	CCONJ
ajst-30921	96	7	downloading	download	VERB
ajst-30921	96	8	user	user	NOUN
ajst-30921	96	9	data	datum	NOUN
ajst-30921	96	10	without	without	ADP
ajst-30921	96	11	authorization	authorization	NOUN
ajst-30921	96	12	,	,	PUNCT
ajst-30921	96	13	or	or	CCONJ
ajst-30921	96	14	storing	store	VERB
ajst-30921	96	15	data	datum	NOUN
ajst-30921	96	16	on	on	ADP
ajst-30921	96	17	insecure	insecure	ADJ
ajst-30921	96	18	devices	device	NOUN
ajst-30921	96	19	,	,	PUNCT
ajst-30921	96	20	can	can	AUX
ajst-30921	96	21	lead	lead	VERB
ajst-30921	96	22	to	to	ADP
ajst-30921	96	23	data	datum	NOUN
ajst-30921	96	24	leaks	leak	NOUN
ajst-30921	96	25	.	.	PUNCT
ajst-30921	97	1	moreover	moreover	ADV
ajst-30921	97	2	,	,	PUNCT
ajst-30921	97	3	malicious	malicious	ADJ
ajst-30921	97	4	actions	action	NOUN
ajst-30921	97	5	by	by	ADP
ajst-30921	97	6	insiders	insider	NOUN
ajst-30921	97	7	,	,	PUNCT
ajst-30921	97	8	such	such	ADJ
ajst-30921	97	9	as	as	ADP
ajst-30921	97	10	data	data	NOUN
ajst-30921	97	11	trafficking	trafficking	NOUN
ajst-30921	97	12	or	or	CCONJ
ajst-30921	97	13	intentional	intentional	ADJ
ajst-30921	97	14	leaks	leak	NOUN
ajst-30921	97	15	,	,	PUNCT
ajst-30921	97	16	are	be	AUX
ajst-30921	97	17	also	also	ADV
ajst-30921	97	18	significant	significant	ADJ
ajst-30921	97	19	data	datum	NOUN
ajst-30921	97	20	security	security	NOUN
ajst-30921	97	21	risks	risk	NOUN
ajst-30921	97	22	.	.	PUNCT
ajst-30921	98	1	(	(	PUNCT
ajst-30921	98	2	3	3	X
ajst-30921	98	3	)	)	PUNCT
ajst-30921	98	4	technological	technological	ADJ
ajst-30921	98	5	bias	bias	NOUN
ajst-30921	98	6	and	and	CCONJ
ajst-30921	98	7	cultural	cultural	ADJ
ajst-30921	98	8	differences	difference	NOUN
ajst-30921	98	9	bias	bias	NOUN
ajst-30921	98	10	may	may	AUX
ajst-30921	98	11	stem	stem	VERB
ajst-30921	98	12	from	from	ADP
ajst-30921	98	13	multiple	multiple	ADJ
ajst-30921	98	14	sources	source	NOUN
ajst-30921	98	15	.	.	PUNCT
ajst-30921	99	1	first	first	ADV
ajst-30921	99	2	,	,	PUNCT
ajst-30921	99	3	the	the	DET
ajst-30921	99	4	selection	selection	NOUN
ajst-30921	99	5	and	and	CCONJ
ajst-30921	99	6	labeling	labeling	NOUN
ajst-30921	99	7	of	of	ADP
ajst-30921	99	8	training	training	NOUN
ajst-30921	99	9	data	datum	NOUN
ajst-30921	99	10	can	can	AUX
ajst-30921	99	11	introduce	introduce	VERB
ajst-30921	99	12	bias	bias	NOUN
ajst-30921	99	13	.	.	PUNCT
ajst-30921	100	1	if	if	SCONJ
ajst-30921	100	2	the	the	DET
ajst-30921	100	3	training	training	NOUN
ajst-30921	100	4	data	data	NOUN
ajst-30921	100	5	is	be	AUX
ajst-30921	100	6	imbalanced	imbalance	VERB
ajst-30921	100	7	or	or	CCONJ
ajst-30921	100	8	inaccurately	inaccurately	ADV
ajst-30921	100	9	labeled	label	VERB
ajst-30921	100	10	,	,	PUNCT
ajst-30921	100	11	ai	ai	VERB
ajst-30921	100	12	models	model	NOUN
ajst-30921	100	13	may	may	AUX
ajst-30921	100	14	learn	learn	VERB
ajst-30921	100	15	incorrect	incorrect	ADJ
ajst-30921	100	16	patterns	pattern	NOUN
ajst-30921	100	17	.	.	PUNCT
ajst-30921	101	1	second	second	ADJ
ajst-30921	101	2	,	,	PUNCT
ajst-30921	101	3	the	the	DET
ajst-30921	101	4	design	design	NOUN
ajst-30921	101	5	and	and	CCONJ
ajst-30921	101	6	optimization	optimization	NOUN
ajst-30921	101	7	process	process	NOUN
ajst-30921	101	8	of	of	ADP
ajst-30921	101	9	algorithms	algorithm	NOUN
ajst-30921	101	10	can	can	AUX
ajst-30921	101	11	also	also	ADV
ajst-30921	101	12	introduce	introduce	VERB
ajst-30921	101	13	bias	bias	NOUN
ajst-30921	101	14	.	.	PUNCT
ajst-30921	102	1	some	some	DET
ajst-30921	102	2	algorithms	algorithm	NOUN
ajst-30921	102	3	may	may	AUX
ajst-30921	102	4	favor	favor	VERB
ajst-30921	102	5	certain	certain	ADJ
ajst-30921	102	6	types	type	NOUN
ajst-30921	102	7	of	of	ADP
ajst-30921	102	8	input	input	NOUN
ajst-30921	102	9	during	during	ADP
ajst-30921	102	10	optimization	optimization	NOUN
ajst-30921	102	11	,	,	PUNCT
ajst-30921	102	12	leading	lead	VERB
ajst-30921	102	13	to	to	ADP
ajst-30921	102	14	unfair	unfair	ADJ
ajst-30921	102	15	treatment	treatment	NOUN
ajst-30921	102	16	of	of	ADP
ajst-30921	102	17	other	other	ADJ
ajst-30921	102	18	types	type	NOUN
ajst-30921	102	19	of	of	ADP
ajst-30921	102	20	input	input	NOUN
ajst-30921	102	21	.	.	PUNCT
ajst-30921	103	1	in	in	ADP
ajst-30921	103	2	multiplayer	multiplayer	PROPN
ajst-30921	103	3	online	online	PROPN
ajst-30921	103	4	games	games	PROPN
ajst-30921	103	5	,	,	PUNCT
ajst-30921	103	6	if	if	SCONJ
ajst-30921	103	7	the	the	DET
ajst-30921	103	8	ai	ai	ADJ
ajst-30921	103	9	-	-	PUNCT
ajst-30921	103	10	driven	drive	VERB
ajst-30921	103	11	matching	matching	NOUN
ajst-30921	103	12	system	system	NOUN
ajst-30921	103	13	is	be	AUX
ajst-30921	103	14	biased	bias	VERB
ajst-30921	103	15	,	,	PUNCT
ajst-30921	103	16	it	it	PRON
ajst-30921	103	17	may	may	AUX
ajst-30921	103	18	unfairly	unfairly	ADV
ajst-30921	103	19	match	match	VERB
ajst-30921	103	20	high	high	ADJ
ajst-30921	103	21	-	-	PUNCT
ajst-30921	103	22	skill	skill	NOUN
ajst-30921	103	23	players	player	NOUN
ajst-30921	103	24	with	with	ADP
ajst-30921	103	25	low	low	ADJ
ajst-30921	103	26	-	-	PUNCT
ajst-30921	103	27	skill	skill	NOUN
ajst-30921	103	28	players	player	NOUN
ajst-30921	103	29	,	,	PUNCT
ajst-30921	103	30	affecting	affect	VERB
ajst-30921	103	31	the	the	DET
ajst-30921	103	32	fairness	fairness	NOUN
ajst-30921	103	33	of	of	ADP
ajst-30921	103	34	the	the	DET
ajst-30921	103	35	game	game	NOUN
ajst-30921	103	36	.	.	PUNCT
ajst-30921	104	1	moreover	moreover	ADV
ajst-30921	104	2	,	,	PUNCT
ajst-30921	104	3	if	if	SCONJ
ajst-30921	104	4	the	the	DET
ajst-30921	104	5	ai	ai	ADJ
ajst-30921	104	6	-	-	PUNCT
ajst-30921	104	7	driven	drive	VERB
ajst-30921	104	8	reward	reward	NOUN
ajst-30921	104	9	mechanism	mechanism	NOUN
ajst-30921	104	10	favors	favor	VERB
ajst-30921	104	11	certain	certain	ADJ
ajst-30921	104	12	player	player	NOUN
ajst-30921	104	13	groups	group	NOUN
ajst-30921	104	14	,	,	PUNCT
ajst-30921	104	15	it	it	PRON
ajst-30921	104	16	may	may	AUX
ajst-30921	104	17	cause	cause	VERB
ajst-30921	104	18	some	some	DET
ajst-30921	104	19	players	player	NOUN
ajst-30921	104	20	to	to	PART
ajst-30921	104	21	feel	feel	VERB
ajst-30921	104	22	neglected	neglect	VERB
ajst-30921	104	23	or	or	CCONJ
ajst-30921	104	24	unfairly	unfairly	ADV
ajst-30921	104	25	treated	treat	VERB
ajst-30921	104	26	,	,	PUNCT
ajst-30921	104	27	thereby	thereby	ADV
ajst-30921	104	28	affecting	affect	VERB
ajst-30921	104	29	player	player	NOUN
ajst-30921	104	30	retention	retention	NOUN
ajst-30921	104	31	and	and	CCONJ
ajst-30921	104	32	satisfaction	satisfaction	NOUN
ajst-30921	104	33	.	.	PUNCT
ajst-30921	105	1	cultural	cultural	ADJ
ajst-30921	105	2	sensitivity	sensitivity	NOUN
ajst-30921	105	3	is	be	AUX
ajst-30921	105	4	crucial	crucial	ADJ
ajst-30921	105	5	in	in	ADP
ajst-30921	105	6	game	game	NOUN
ajst-30921	105	7	development	development	NOUN
ajst-30921	105	8	.	.	PUNCT
ajst-30921	106	1	players	player	NOUN
ajst-30921	106	2	from	from	ADP
ajst-30921	106	3	different	different	ADJ
ajst-30921	106	4	regions	region	NOUN
ajst-30921	106	5	and	and	CCONJ
ajst-30921	106	6	cultural	cultural	ADJ
ajst-30921	106	7	backgrounds	background	NOUN
ajst-30921	106	8	have	have	VERB
ajst-30921	106	9	significantly	significantly	ADV
ajst-30921	106	10	different	different	ADJ
ajst-30921	106	11	acceptance	acceptance	NOUN
ajst-30921	106	12	levels	level	NOUN
ajst-30921	106	13	and	and	CCONJ
ajst-30921	106	14	preferences	preference	NOUN
ajst-30921	106	15	for	for	ADP
ajst-30921	106	16	game	game	NOUN
ajst-30921	106	17	content	content	NOUN
ajst-30921	106	18	.	.	PUNCT
ajst-30921	107	1	certain	certain	ADJ
ajst-30921	107	2	cultures	culture	NOUN
ajst-30921	107	3	may	may	AUX
ajst-30921	107	4	have	have	VERB
ajst-30921	107	5	specific	specific	ADJ
ajst-30921	107	6	views	view	NOUN
ajst-30921	107	7	on	on	ADP
ajst-30921	107	8	certain	certain	ADJ
ajst-30921	107	9	religious	religious	ADJ
ajst-30921	107	10	symbols	symbol	NOUN
ajst-30921	107	11	or	or	CCONJ
ajst-30921	107	12	historical	historical	ADJ
ajst-30921	107	13	events.if	events.if	PROPN
ajst-30921	107	14	ai	ai	ADJ
ajst-30921	107	15	-	-	PUNCT
ajst-30921	107	16	generated	generate	VERB
ajst-30921	107	17	content	content	NOUN
ajst-30921	107	18	ignores	ignore	VERB
ajst-30921	107	19	these	these	DET
ajst-30921	107	20	cultural	cultural	ADJ
ajst-30921	107	21	contexts	contexts	NOUN
ajst-30921	107	22	,	,	PUNCT
ajst-30921	107	23	it	it	PRON
ajst-30921	107	24	may	may	AUX
ajst-30921	107	25	cause	cause	VERB
ajst-30921	107	26	player	player	NOUN
ajst-30921	107	27	dissatisfaction	dissatisfaction	NOUN
ajst-30921	107	28	or	or	CCONJ
ajst-30921	107	29	even	even	ADV
ajst-30921	107	30	resistance	resistance	NOUN
ajst-30921	107	31	.	.	PUNCT
ajst-30921	108	1	therefore	therefore	ADV
ajst-30921	108	2	,	,	PUNCT
ajst-30921	108	3	game	game	NOUN
ajst-30921	108	4	developers	developer	NOUN
ajst-30921	108	5	need	need	VERB
ajst-30921	108	6	to	to	PART
ajst-30921	108	7	ensure	ensure	VERB
ajst-30921	108	8	that	that	SCONJ
ajst-30921	108	9	ai	ai	ADJ
ajst-30921	108	10	-	-	PUNCT
ajst-30921	108	11	generated	generate	VERB
ajst-30921	108	12	content	content	NOUN
ajst-30921	108	13	respects	respect	NOUN
ajst-30921	108	14	and	and	CCONJ
ajst-30921	108	15	adapts	adapt	VERB
ajst-30921	108	16	to	to	ADP
ajst-30921	108	17	the	the	DET
ajst-30921	108	18	needs	need	NOUN
ajst-30921	108	19	of	of	ADP
ajst-30921	108	20	different	different	ADJ
ajst-30921	108	21	cultures	culture	NOUN
ajst-30921	108	22	.	.	PUNCT
ajst-30921	109	1	to	to	PART
ajst-30921	109	2	reduce	reduce	VERB
ajst-30921	109	3	problems	problem	NOUN
ajst-30921	109	4	caused	cause	VERB
ajst-30921	109	5	by	by	ADP
ajst-30921	109	6	cultural	cultural	ADJ
ajst-30921	109	7	differences	difference	NOUN
ajst-30921	109	8	,	,	PUNCT
ajst-30921	109	9	game	game	NOUN
ajst-30921	109	10	developers	developer	NOUN
ajst-30921	109	11	can	can	AUX
ajst-30921	109	12	adopt	adopt	VERB
ajst-30921	109	13	various	various	ADJ
ajst-30921	109	14	strategies	strategy	NOUN
ajst-30921	109	15	.	.	PUNCT
ajst-30921	110	1	first	first	ADV
ajst-30921	110	2	,	,	PUNCT
ajst-30921	110	3	diverse	diverse	ADJ
ajst-30921	110	4	datasets	dataset	NOUN
ajst-30921	110	5	can	can	AUX
ajst-30921	110	6	be	be	AUX
ajst-30921	110	7	introduced	introduce	VERB
ajst-30921	110	8	during	during	ADP
ajst-30921	110	9	ai	ai	PRON
ajst-30921	110	10	training	training	NOUN
ajst-30921	110	11	to	to	PART
ajst-30921	110	12	ensure	ensure	VERB
ajst-30921	110	13	that	that	SCONJ
ajst-30921	110	14	models	model	NOUN
ajst-30921	110	15	learn	learn	VERB
ajst-30921	110	16	content	content	NOUN
ajst-30921	110	17	from	from	ADP
ajst-30921	110	18	different	different	ADJ
ajst-30921	110	19	cultural	cultural	ADJ
ajst-30921	110	20	backgrounds	background	NOUN
ajst-30921	110	21	.	.	PUNCT
ajst-30921	111	1	second	second	ADJ
ajst-30921	111	2	,	,	PUNCT
ajst-30921	111	3	a	a	DET
ajst-30921	111	4	cultural	cultural	ADJ
ajst-30921	111	5	review	review	NOUN
ajst-30921	111	6	mechanism	mechanism	NOUN
ajst-30921	111	7	can	can	AUX
ajst-30921	111	8	be	be	AUX
ajst-30921	111	9	established	establish	VERB
ajst-30921	111	10	to	to	PART
ajst-30921	111	11	audit	audit	VERB
ajst-30921	111	12	aigenerated	aigenerate	VERB
ajst-30921	111	13	content	content	NOUN
ajst-30921	111	14	and	and	CCONJ
ajst-30921	111	15	ensure	ensure	VERB
ajst-30921	111	16	it	it	PRON
ajst-30921	111	17	complies	comply	VERB
ajst-30921	111	18	with	with	ADP
ajst-30921	111	19	cultural	cultural	ADJ
ajst-30921	111	20	norms	norm	NOUN
ajst-30921	111	21	in	in	ADP
ajst-30921	111	22	different	different	ADJ
ajst-30921	111	23	regions	region	NOUN
ajst-30921	111	24	.	.	PUNCT
ajst-30921	112	1	in	in	ADP
ajst-30921	112	2	addition	addition	NOUN
ajst-30921	112	3	,	,	PUNCT
ajst-30921	112	4	developers	developer	NOUN
ajst-30921	112	5	can	can	AUX
ajst-30921	112	6	collaborate	collaborate	VERB
ajst-30921	112	7	with	with	ADP
ajst-30921	112	8	local	local	ADJ
ajst-30921	112	9	cultural	cultural	ADJ
ajst-30921	112	10	experts	expert	NOUN
ajst-30921	112	11	to	to	PART
ajst-30921	112	12	optimize	optimize	VERB
ajst-30921	112	13	ai	ai	VERB
ajst-30921	112	14	-	-	PUNCT
ajst-30921	112	15	generated	generate	VERB
ajst-30921	112	16	content	content	NOUN
ajst-30921	112	17	,	,	PUNCT
ajst-30921	112	18	making	make	VERB
ajst-30921	112	19	it	it	PRON
ajst-30921	112	20	more	more	ADV
ajst-30921	112	21	culturally	culturally	ADV
ajst-30921	112	22	adaptable	adaptable	ADJ
ajst-30921	112	23	.	.	PUNCT
ajst-30921	113	1	4	4	X
ajst-30921	113	2	.	.	NOUN
ajst-30921	113	3	measures	measure	NOUN
ajst-30921	113	4	for	for	ADP
ajst-30921	113	5	resolution	resolution	NOUN
ajst-30921	113	6	(	(	PUNCT
ajst-30921	113	7	1	1	NUM
ajst-30921	113	8	)	)	PUNCT
ajst-30921	113	9	technical	technical	ADJ
ajst-30921	113	10	optimization	optimization	NOUN
ajst-30921	113	11	and	and	CCONJ
ajst-30921	113	12	cost	cost	NOUN
ajst-30921	113	13	control	control	NOUN
ajst-30921	113	14	open	open	ADJ
ajst-30921	113	15	-	-	PUNCT
ajst-30921	113	16	source	source	NOUN
ajst-30921	113	17	deep	deep	ADJ
ajst-30921	113	18	learning	learning	NOUN
ajst-30921	113	19	frameworks	framework	NOUN
ajst-30921	113	20	,	,	PUNCT
ajst-30921	113	21	such	such	ADJ
ajst-30921	113	22	as	as	ADP
ajst-30921	113	23	tensorflow	tensorflow	NOUN
ajst-30921	113	24	and	and	CCONJ
ajst-30921	113	25	pytorch	pytorch	NOUN
ajst-30921	113	26	,	,	PUNCT
ajst-30921	113	27	have	have	AUX
ajst-30921	113	28	become	become	VERB
ajst-30921	113	29	standard	standard	ADJ
ajst-30921	113	30	tools	tool	NOUN
ajst-30921	113	31	in	in	ADP
ajst-30921	113	32	the	the	DET
ajst-30921	113	33	field	field	NOUN
ajst-30921	113	34	of	of	ADP
ajst-30921	113	35	ai	ai	PROPN
ajst-30921	113	36	development	development	NOUN
ajst-30921	113	37	.	.	PUNCT
ajst-30921	114	1	these	these	DET
ajst-30921	114	2	frameworks	framework	NOUN
ajst-30921	114	3	provide	provide	VERB
ajst-30921	114	4	a	a	DET
ajst-30921	114	5	rich	rich	ADJ
ajst-30921	114	6	set	set	NOUN
ajst-30921	114	7	of	of	ADP
ajst-30921	114	8	apis	apis	PROPN
ajst-30921	114	9	and	and	CCONJ
ajst-30921	114	10	pre	pre	ADJ
ajst-30921	114	11	-	-	ADJ
ajst-30921	114	12	trained	train	VERB
ajst-30921	114	13	models	model	NOUN
ajst-30921	114	14	,	,	PUNCT
ajst-30921	114	15	enabling	enable	VERB
ajst-30921	114	16	developers	developer	NOUN
ajst-30921	114	17	to	to	PART
ajst-30921	114	18	quickly	quickly	ADV
ajst-30921	114	19	get	get	AUX
ajst-30921	114	20	started	start	VERB
ajst-30921	114	21	and	and	CCONJ
ajst-30921	114	22	implement	implement	VERB
ajst-30921	114	23	complex	complex	ADJ
ajst-30921	114	24	ai	ai	VERB
ajst-30921	114	25	functionalities	functionality	NOUN
ajst-30921	114	26	.	.	PUNCT
ajst-30921	115	1	the	the	DET
ajst-30921	115	2	vast	vast	ADJ
ajst-30921	115	3	developer	developer	NOUN
ajst-30921	115	4	communities	community	NOUN
ajst-30921	115	5	surrounding	surround	VERB
ajst-30921	115	6	these	these	DET
ajst-30921	115	7	frameworks	framework	NOUN
ajst-30921	115	8	offer	offer	VERB
ajst-30921	115	9	a	a	DET
ajst-30921	115	10	wealth	wealth	NOUN
ajst-30921	115	11	of	of	ADP
ajst-30921	115	12	tutorials	tutorial	NOUN
ajst-30921	115	13	,	,	PUNCT
ajst-30921	115	14	code	code	NOUN
ajst-30921	115	15	examples	example	NOUN
ajst-30921	115	16	,	,	PUNCT
ajst-30921	115	17	and	and	CCONJ
ajst-30921	115	18	troubleshooting	troubleshooting	NOUN
ajst-30921	115	19	solutions	solution	NOUN
ajst-30921	115	20	,	,	PUNCT
ajst-30921	115	21	which	which	PRON
ajst-30921	115	22	help	help	VERB
ajst-30921	115	23	developers	developer	NOUN
ajst-30921	115	24	swiftly	swiftly	ADV
ajst-30921	115	25	overcome	overcome	VERB
ajst-30921	115	26	technical	technical	ADJ
ajst-30921	115	27	challenges	challenge	NOUN
ajst-30921	115	28	.	.	PUNCT
ajst-30921	116	1	utilizing	utilize	VERB
ajst-30921	116	2	open	open	ADJ
ajst-30921	116	3	-	-	PUNCT
ajst-30921	116	4	source	source	NOUN
ajst-30921	116	5	frameworks	framework	NOUN
ajst-30921	116	6	can	can	AUX
ajst-30921	116	7	significantly	significantly	ADV
ajst-30921	116	8	reduce	reduce	VERB
ajst-30921	116	9	development	development	NOUN
ajst-30921	116	10	costs	cost	NOUN
ajst-30921	116	11	.	.	PUNCT
ajst-30921	117	1	unlike	unlike	ADP
ajst-30921	117	2	commercial	commercial	ADJ
ajst-30921	117	3	software	software	NOUN
ajst-30921	117	4	,	,	PUNCT
ajst-30921	117	5	open	open	ADJ
ajst-30921	117	6	-	-	PUNCT
ajst-30921	117	7	source	source	NOUN
ajst-30921	117	8	frameworks	framework	NOUN
ajst-30921	117	9	are	be	AUX
ajst-30921	117	10	freely	freely	ADV
ajst-30921	117	11	available	available	ADJ
ajst-30921	117	12	,	,	PUNCT
ajst-30921	117	13	eliminating	eliminate	VERB
ajst-30921	117	14	the	the	DET
ajst-30921	117	15	need	need	NOUN
ajst-30921	117	16	for	for	SCONJ
ajst-30921	117	17	developers	developer	NOUN
ajst-30921	117	18	to	to	PART
ajst-30921	117	19	pay	pay	VERB
ajst-30921	117	20	high	high	ADJ
ajst-30921	117	21	licensing	licensing	NOUN
ajst-30921	117	22	fees	fee	NOUN
ajst-30921	117	23	.	.	PUNCT
ajst-30921	118	1	moreover	moreover	ADV
ajst-30921	118	2	,	,	PUNCT
ajst-30921	118	3	the	the	DET
ajst-30921	118	4	flexibility	flexibility	NOUN
ajst-30921	118	5	and	and	CCONJ
ajst-30921	118	6	scalability	scalability	NOUN
ajst-30921	118	7	of	of	ADP
ajst-30921	118	8	open	open	ADJ
ajst-30921	118	9	-	-	PUNCT
ajst-30921	118	10	source	source	NOUN
ajst-30921	118	11	frameworks	framework	NOUN
ajst-30921	118	12	allow	allow	VERB
ajst-30921	118	13	developers	developer	NOUN
ajst-30921	118	14	to	to	PART
ajst-30921	118	15	customize	customize	VERB
ajst-30921	118	16	them	they	PRON
ajst-30921	118	17	according	accord	VERB
ajst-30921	118	18	to	to	ADP
ajst-30921	118	19	their	their	PRON
ajst-30921	118	20	specific	specific	ADJ
ajst-30921	118	21	needs	need	NOUN
ajst-30921	118	22	,	,	PUNCT
ajst-30921	118	23	further	far	ADV
ajst-30921	118	24	optimizing	optimize	VERB
ajst-30921	118	25	the	the	DET
ajst-30921	118	26	development	development	NOUN
ajst-30921	118	27	process	process	NOUN
ajst-30921	118	28	and	and	CCONJ
ajst-30921	118	29	costs	cost	NOUN
ajst-30921	118	30	.	.	PUNCT
ajst-30921	119	1	cloud	cloud	NOUN
ajst-30921	119	2	computing	computing	NOUN
ajst-30921	119	3	offers	offer	VERB
ajst-30921	119	4	the	the	DET
ajst-30921	119	5	capability	capability	NOUN
ajst-30921	119	6	of	of	ADP
ajst-30921	119	7	elastic	elastic	ADJ
ajst-30921	119	8	computing	computing	NOUN
ajst-30921	119	9	and	and	CCONJ
ajst-30921	119	10	powerful	powerful	ADJ
ajst-30921	119	11	resource	resource	NOUN
ajst-30921	119	12	scheduling	scheduling	NOUN
ajst-30921	119	13	functions	function	NOUN
ajst-30921	119	14	,	,	PUNCT
ajst-30921	119	15	enabling	enable	VERB
ajst-30921	119	16	game	game	NOUN
ajst-30921	119	17	companies	company	NOUN
ajst-30921	119	18	to	to	PART
ajst-30921	119	19	dynamically	dynamically	ADV
ajst-30921	119	20	adjust	adjust	VERB
ajst-30921	119	21	and	and	CCONJ
ajst-30921	119	22	optimize	optimize	VERB
ajst-30921	119	23	server	server	NOUN
ajst-30921	119	24	resource	resource	NOUN
ajst-30921	119	25	allocation	allocation	NOUN
ajst-30921	119	26	based	base	VERB
ajst-30921	119	27	on	on	ADP
ajst-30921	119	28	the	the	DET
ajst-30921	119	29	number	number	NOUN
ajst-30921	119	30	of	of	ADP
ajst-30921	119	31	players	player	NOUN
ajst-30921	119	32	and	and	CCONJ
ajst-30921	119	33	game	game	NOUN
ajst-30921	119	34	demands	demand	NOUN
ajst-30921	119	35	.	.	PUNCT
ajst-30921	120	1	during	during	ADP
ajst-30921	120	2	peak	peak	NOUN
ajst-30921	120	3	gaming	gaming	NOUN
ajst-30921	120	4	hours	hour	NOUN
ajst-30921	120	5	,	,	PUNCT
ajst-30921	120	6	companies	company	NOUN
ajst-30921	120	7	can	can	AUX
ajst-30921	120	8	rapidly	rapidly	ADV
ajst-30921	120	9	increase	increase	VERB
ajst-30921	120	10	server	server	NOUN
ajst-30921	120	11	resources	resource	NOUN
ajst-30921	120	12	to	to	PART
ajst-30921	120	13	handle	handle	VERB
ajst-30921	120	14	high	high	ADJ
ajst-30921	120	15	-	-	PUNCT
ajst-30921	120	16	concurrency	concurrency	NOUN
ajst-30921	120	17	access	access	NOUN
ajst-30921	120	18	demands	demand	NOUN
ajst-30921	120	19	;	;	PUNCT
ajst-30921	120	20	during	during	ADP
ajst-30921	120	21	off	off	ADP
ajst-30921	120	22	-	-	PUNCT
ajst-30921	120	23	peak	peak	NOUN
ajst-30921	120	24	hours	hour	NOUN
ajst-30921	120	25	,	,	PUNCT
ajst-30921	120	26	they	they	PRON
ajst-30921	120	27	can	can	AUX
ajst-30921	120	28	reduce	reduce	VERB
ajst-30921	120	29	resources	resource	NOUN
ajst-30921	120	30	to	to	PART
ajst-30921	120	31	save	save	VERB
ajst-30921	120	32	costs	cost	NOUN
ajst-30921	120	33	.	.	PUNCT
ajst-30921	121	1	this	this	DET
ajst-30921	121	2	elastic	elastic	ADJ
ajst-30921	121	3	computing	computing	NOUN
ajst-30921	121	4	not	not	PART
ajst-30921	121	5	only	only	ADV
ajst-30921	121	6	improves	improve	VERB
ajst-30921	121	7	resource	resource	NOUN
ajst-30921	121	8	utilization	utilization	NOUN
ajst-30921	121	9	but	but	CCONJ
ajst-30921	121	10	also	also	ADV
ajst-30921	121	11	reduces	reduce	VERB
ajst-30921	121	12	operational	operational	ADJ
ajst-30921	121	13	costs	cost	NOUN
ajst-30921	121	14	.	.	PUNCT
ajst-30921	122	1	through	through	ADP
ajst-30921	122	2	automatic	automatic	ADJ
ajst-30921	122	3	scaling	scaling	NOUN
ajst-30921	122	4	of	of	ADP
ajst-30921	122	5	instances	instance	NOUN
ajst-30921	122	6	,	,	PUNCT
ajst-30921	122	7	cloud	cloud	NOUN
ajst-30921	122	8	computing	computing	NOUN
ajst-30921	122	9	platforms	platform	NOUN
ajst-30921	122	10	can	can	AUX
ajst-30921	122	11	ensure	ensure	VERB
ajst-30921	122	12	that	that	SCONJ
ajst-30921	122	13	games	game	NOUN
ajst-30921	122	14	receive	receive	VERB
ajst-30921	122	15	optimal	optimal	ADJ
ajst-30921	122	16	resource	resource	NOUN
ajst-30921	122	17	support	support	NOUN
ajst-30921	122	18	at	at	ADP
ajst-30921	122	19	different	different	ADJ
ajst-30921	122	20	times	time	NOUN
ajst-30921	122	21	.	.	PUNCT
ajst-30921	123	1	additionally	additionally	ADV
ajst-30921	123	2	,	,	PUNCT
ajst-30921	123	3	cloud	cloud	NOUN
ajst-30921	123	4	computing	computing	NOUN
ajst-30921	123	5	platforms	platform	NOUN
ajst-30921	123	6	provide	provide	VERB
ajst-30921	123	7	a	a	DET
ajst-30921	123	8	variety	variety	NOUN
ajst-30921	123	9	of	of	ADP
ajst-30921	123	10	resource	resource	NOUN
ajst-30921	123	11	management	management	NOUN
ajst-30921	123	12	tools	tool	NOUN
ajst-30921	123	13	to	to	PART
ajst-30921	123	14	help	help	VERB
ajst-30921	123	15	developers	developer	NOUN
ajst-30921	123	16	monitor	monitor	VERB
ajst-30921	123	17	and	and	CCONJ
ajst-30921	123	18	optimize	optimize	VERB
ajst-30921	123	19	resource	resource	NOUN
ajst-30921	123	20	usage	usage	NOUN
ajst-30921	123	21	.	.	PUNCT
ajst-30921	124	1	(	(	PUNCT
ajst-30921	124	2	2	2	X
ajst-30921	124	3	)	)	PUNCT
ajst-30921	124	4	privacy	privacy	NOUN
ajst-30921	124	5	protection	protection	NOUN
ajst-30921	124	6	and	and	CCONJ
ajst-30921	124	7	data	datum	NOUN
ajst-30921	124	8	security	security	NOUN
ajst-30921	124	9	advanced	advanced	ADJ
ajst-30921	124	10	encryption	encryption	NOUN
ajst-30921	124	11	technologies	technology	NOUN
ajst-30921	124	12	can	can	AUX
ajst-30921	124	13	effectively	effectively	ADV
ajst-30921	124	14	prevent	prevent	VERB
ajst-30921	124	15	data	datum	NOUN
ajst-30921	124	16	from	from	ADP
ajst-30921	124	17	being	be	AUX
ajst-30921	124	18	stolen	steal	VERB
ajst-30921	124	19	or	or	CCONJ
ajst-30921	124	20	tampered	tamper	VERB
ajst-30921	124	21	with	with	ADP
ajst-30921	124	22	during	during	ADP
ajst-30921	124	23	transmission	transmission	NOUN
ajst-30921	124	24	and	and	CCONJ
ajst-30921	124	25	storage	storage	NOUN
ajst-30921	124	26	.	.	PUNCT
ajst-30921	125	1	anonymizing	anonymizing	NOUN
ajst-30921	125	2	data	datum	NOUN
ajst-30921	125	3	can	can	AUX
ajst-30921	125	4	remove	remove	VERB
ajst-30921	125	5	or	or	CCONJ
ajst-30921	125	6	replace	replace	VERB
ajst-30921	125	7	information	information	NOUN
ajst-30921	125	8	that	that	PRON
ajst-30921	125	9	identifies	identify	VERB
ajst-30921	125	10	individuals	individual	NOUN
ajst-30921	125	11	,	,	PUNCT
ajst-30921	125	12	such	such	ADJ
ajst-30921	125	13	as	as	ADP
ajst-30921	125	14	names	name	NOUN
ajst-30921	125	15	and	and	CCONJ
ajst-30921	125	16	account	account	NOUN
ajst-30921	125	17	numbers	number	NOUN
ajst-30921	125	18	.	.	PUNCT
ajst-30921	126	1	for	for	ADP
ajst-30921	126	2	example	example	NOUN
ajst-30921	126	3	,	,	PUNCT
ajst-30921	126	4	a	a	DET
ajst-30921	126	5	player	player	NOUN
ajst-30921	126	6	's	's	PART
ajst-30921	126	7	ip	ip	ADJ
ajst-30921	126	8	address	address	NOUN
ajst-30921	126	9	can	can	AUX
ajst-30921	126	10	be	be	AUX
ajst-30921	126	11	replaced	replace	VERB
ajst-30921	126	12	with	with	ADP
ajst-30921	126	13	a	a	DET
ajst-30921	126	14	randomly	randomly	ADV
ajst-30921	126	15	generated	generate	VERB
ajst-30921	126	16	identifier	identifier	NOUN
ajst-30921	126	17	,	,	PUNCT
ajst-30921	126	18	or	or	CCONJ
ajst-30921	126	19	player	player	NOUN
ajst-30921	126	20	behavior	behavior	NOUN
ajst-30921	126	21	data	datum	NOUN
ajst-30921	126	22	can	can	AUX
ajst-30921	126	23	be	be	AUX
ajst-30921	126	24	aggregated	aggregate	VERB
ajst-30921	126	25	so	so	SCONJ
ajst-30921	126	26	that	that	SCONJ
ajst-30921	126	27	it	it	PRON
ajst-30921	126	28	can	can	AUX
ajst-30921	126	29	not	not	PART
ajst-30921	126	30	be	be	AUX
ajst-30921	126	31	traced	trace	VERB
ajst-30921	126	32	back	back	ADV
ajst-30921	126	33	to	to	ADP
ajst-30921	126	34	an	an	DET
ajst-30921	126	35	individual	individual	NOUN
ajst-30921	126	36	.	.	PUNCT
ajst-30921	127	1	this	this	DET
ajst-30921	127	2	anonymization	anonymization	NOUN
ajst-30921	127	3	not	not	PART
ajst-30921	127	4	only	only	ADV
ajst-30921	127	5	protects	protect	VERB
ajst-30921	127	6	players	player	NOUN
ajst-30921	127	7	'	'	PART
ajst-30921	127	8	privacy	privacy	NOUN
ajst-30921	127	9	but	but	CCONJ
ajst-30921	127	10	also	also	ADV
ajst-30921	127	11	makes	make	VERB
ajst-30921	127	12	the	the	DET
ajst-30921	127	13	data	datum	NOUN
ajst-30921	127	14	safer	safe	ADJ
ajst-30921	127	15	for	for	ADP
ajst-30921	127	16	analysis	analysis	NOUN
ajst-30921	127	17	and	and	CCONJ
ajst-30921	127	18	use	use	NOUN
ajst-30921	127	19	.	.	PUNCT
ajst-30921	128	1	game	game	NOUN
ajst-30921	128	2	companies	company	NOUN
ajst-30921	128	3	need	need	VERB
ajst-30921	128	4	to	to	PART
ajst-30921	128	5	clearly	clearly	ADV
ajst-30921	128	6	inform	inform	VERB
ajst-30921	128	7	players	player	NOUN
ajst-30921	128	8	about	about	ADP
ajst-30921	128	9	the	the	DET
ajst-30921	128	10	scope	scope	NOUN
ajst-30921	128	11	of	of	ADP
ajst-30921	128	12	data	datum	NOUN
ajst-30921	128	13	collection	collection	NOUN
ajst-30921	128	14	,	,	PUNCT
ajst-30921	128	15	the	the	DET
ajst-30921	128	16	purpose	purpose	NOUN
ajst-30921	128	17	of	of	ADP
ajst-30921	128	18	its	its	PRON
ajst-30921	128	19	use	use	NOUN
ajst-30921	128	20	,	,	PUNCT
ajst-30921	128	21	and	and	CCONJ
ajst-30921	128	22	the	the	DET
ajst-30921	128	23	measures	measure	NOUN
ajst-30921	128	24	for	for	ADP
ajst-30921	128	25	data	datum	NOUN
ajst-30921	128	26	protection	protection	NOUN
ajst-30921	128	27	.	.	PUNCT
ajst-30921	129	1	during	during	ADP
ajst-30921	129	2	the	the	DET
ajst-30921	129	3	game	game	NOUN
ajst-30921	129	4	installation	installation	NOUN
ajst-30921	129	5	or	or	CCONJ
ajst-30921	129	6	registration	registration	NOUN
ajst-30921	129	7	process	process	NOUN
ajst-30921	129	8	,	,	PUNCT
ajst-30921	129	9	they	they	PRON
ajst-30921	129	10	should	should	AUX
ajst-30921	129	11	provide	provide	VERB
ajst-30921	129	12	a	a	DET
ajst-30921	129	13	clear	clear	ADJ
ajst-30921	129	14	and	and	CCONJ
ajst-30921	129	15	easily	easily	ADV
ajst-30921	129	16	understandable	understandable	ADJ
ajst-30921	129	17	privacy	privacy	NOUN
ajst-30921	129	18	policy	policy	NOUN
ajst-30921	129	19	text	text	NOUN
ajst-30921	129	20	and	and	CCONJ
ajst-30921	129	21	ensure	ensure	VERB
ajst-30921	129	22	that	that	SCONJ
ajst-30921	129	23	players	player	NOUN
ajst-30921	129	24	fully	fully	ADV
ajst-30921	129	25	understand	understand	VERB
ajst-30921	129	26	its	its	PRON
ajst-30921	129	27	content	content	NOUN
ajst-30921	129	28	before	before	ADP
ajst-30921	129	29	giving	give	VERB
ajst-30921	129	30	their	their	PRON
ajst-30921	129	31	consent	consent	NOUN
ajst-30921	129	32	.	.	PUNCT
ajst-30921	130	1	the	the	DET
ajst-30921	130	2	privacy	privacy	NOUN
ajst-30921	130	3	policy	policy	NOUN
ajst-30921	130	4	should	should	AUX
ajst-30921	130	5	detail	detail	VERB
ajst-30921	130	6	the	the	DET
ajst-30921	130	7	methods	method	NOUN
ajst-30921	130	8	of	of	ADP
ajst-30921	130	9	data	datum	NOUN
ajst-30921	130	10	collection	collection	NOUN
ajst-30921	130	11	,	,	PUNCT
ajst-30921	130	12	the	the	DET
ajst-30921	130	13	duration	duration	NOUN
ajst-30921	130	14	of	of	ADP
ajst-30921	130	15	data	datum	NOUN
ajst-30921	130	16	storage	storage	NOUN
ajst-30921	130	17	,	,	PUNCT
ajst-30921	130	18	the	the	DET
ajst-30921	130	19	purposes	purpose	NOUN
ajst-30921	130	20	of	of	ADP
ajst-30921	130	21	data	data	NOUN
ajst-30921	130	22	use	use	NOUN
ajst-30921	130	23	,	,	PUNCT
ajst-30921	130	24	and	and	CCONJ
ajst-30921	130	25	the	the	DET
ajst-30921	130	26	circumstances	circumstance	NOUN
ajst-30921	130	27	of	of	ADP
ajst-30921	130	28	data	datum	NOUN
ajst-30921	130	29	sharing	share	VERB
ajst-30921	130	30	with	with	ADP
ajst-30921	130	31	third	third	ADJ
ajst-30921	130	32	parties	party	NOUN
ajst-30921	130	33	.	.	PUNCT
ajst-30921	131	1	game	game	NOUN
ajst-30921	131	2	companies	company	NOUN
ajst-30921	131	3	should	should	AUX
ajst-30921	131	4	ensure	ensure	VERB
ajst-30921	131	5	that	that	SCONJ
ajst-30921	131	6	players	player	NOUN
ajst-30921	131	7	consent	consent	VERB
ajst-30921	131	8	to	to	ADP
ajst-30921	131	9	the	the	DET
ajst-30921	131	10	privacy	privacy	NOUN
ajst-30921	131	11	policy	policy	NOUN
ajst-30921	131	12	voluntarily	voluntarily	ADV
ajst-30921	131	13	and	and	CCONJ
ajst-30921	131	14	provide	provide	VERB
ajst-30921	131	15	convenient	convenient	ADJ
ajst-30921	131	16	means	mean	NOUN
ajst-30921	131	17	for	for	SCONJ
ajst-30921	131	18	players	player	NOUN
ajst-30921	131	19	to	to	PART
ajst-30921	131	20	withdraw	withdraw	VERB
ajst-30921	131	21	their	their	PRON
ajst-30921	131	22	consent	consent	NOUN
ajst-30921	131	23	at	at	ADP
ajst-30921	131	24	any	any	DET
ajst-30921	131	25	time	time	NOUN
ajst-30921	131	26	.	.	PUNCT
ajst-30921	132	1	for	for	ADP
ajst-30921	132	2	example	example	NOUN
ajst-30921	132	3	,	,	PUNCT
ajst-30921	132	4	they	they	PRON
ajst-30921	132	5	can	can	AUX
ajst-30921	132	6	offer	offer	VERB
ajst-30921	132	7	privacy	privacy	NOUN
ajst-30921	132	8	options	option	NOUN
ajst-30921	132	9	in	in	ADP
ajst-30921	132	10	the	the	DET
ajst-30921	132	11	game	game	NOUN
ajst-30921	132	12	settings	setting	NOUN
ajst-30921	132	13	,	,	PUNCT
ajst-30921	132	14	allowing	allow	VERB
ajst-30921	132	15	players	player	NOUN
ajst-30921	132	16	to	to	PART
ajst-30921	132	17	choose	choose	VERB
ajst-30921	132	18	how	how	SCONJ
ajst-30921	132	19	their	their	PRON
ajst-30921	132	20	data	datum	NOUN
ajst-30921	132	21	is	be	AUX
ajst-30921	132	22	used	use	VERB
ajst-30921	132	23	.	.	PUNCT
ajst-30921	133	1	(	(	PUNCT
ajst-30921	133	2	3	3	X
ajst-30921	133	3	)	)	PUNCT
ajst-30921	133	4	algorithm	algorithm	NOUN
ajst-30921	133	5	optimization	optimization	NOUN
ajst-30921	133	6	and	and	CCONJ
ajst-30921	133	7	fairness	fairness	NOUN
ajst-30921	133	8	protection	protection	NOUN
ajst-30921	133	9	through	through	ADP
ajst-30921	133	10	visualization	visualization	NOUN
ajst-30921	133	11	tools	tool	NOUN
ajst-30921	133	12	,	,	PUNCT
ajst-30921	133	13	developers	developer	NOUN
ajst-30921	133	14	can	can	AUX
ajst-30921	133	15	gain	gain	VERB
ajst-30921	133	16	an	an	DET
ajst-30921	133	17	intuitive	intuitive	ADJ
ajst-30921	133	18	understanding	understanding	NOUN
ajst-30921	133	19	of	of	ADP
ajst-30921	133	20	the	the	DET
ajst-30921	133	21	decision	decision	NOUN
ajst-30921	133	22	-	-	PUNCT
ajst-30921	133	23	making	make	VERB
ajst-30921	133	24	process	process	NOUN
ajst-30921	133	25	of	of	ADP
ajst-30921	133	26	ai	ai	PROPN
ajst-30921	133	27	models	model	NOUN
ajst-30921	133	28	.	.	PUNCT
ajst-30921	134	1	for	for	ADP
ajst-30921	134	2	example	example	NOUN
ajst-30921	134	3	,	,	PUNCT
ajst-30921	134	4	tools	tool	NOUN
ajst-30921	134	5	like	like	ADP
ajst-30921	134	6	tensorboard	tensorboard	NOUN
ajst-30921	134	7	can	can	AUX
ajst-30921	134	8	help	help	VERB
ajst-30921	134	9	developers	developer	NOUN
ajst-30921	134	10	visualize	visualize	VERB
ajst-30921	134	11	the	the	DET
ajst-30921	134	12	training	training	NOUN
ajst-30921	134	13	process	process	NOUN
ajst-30921	134	14	of	of	ADP
ajst-30921	134	15	models	model	NOUN
ajst-30921	134	16	,	,	PUNCT
ajst-30921	134	17	analyze	analyze	VERB
ajst-30921	134	18	their	their	PRON
ajst-30921	134	19	performance	performance	NOUN
ajst-30921	134	20	and	and	CCONJ
ajst-30921	134	21	behavior	behavior	NOUN
ajst-30921	134	22	.	.	PUNCT
ajst-30921	135	1	with	with	ADP
ajst-30921	135	2	these	these	DET
ajst-30921	135	3	tools	tool	NOUN
ajst-30921	135	4	,	,	PUNCT
ajst-30921	135	5	developers	developer	NOUN
ajst-30921	135	6	can	can	AUX
ajst-30921	135	7	identify	identify	VERB
ajst-30921	135	8	potential	potential	ADJ
ajst-30921	135	9	issues	issue	NOUN
ajst-30921	135	10	in	in	ADP
ajst-30921	135	11	the	the	DET
ajst-30921	135	12	models	model	NOUN
ajst-30921	135	13	,	,	PUNCT
ajst-30921	135	14	such	such	ADJ
ajst-30921	135	15	as	as	ADP
ajst-30921	135	16	overfitting	overfitte	VERB
ajst-30921	135	17	or	or	CCONJ
ajst-30921	135	18	underfitting	underfitting	NOUN
ajst-30921	135	19	,	,	PUNCT
ajst-30921	135	20	and	and	CCONJ
ajst-30921	135	21	adjust	adjust	VERB
ajst-30921	135	22	the	the	DET
ajst-30921	135	23	model	model	NOUN
ajst-30921	135	24	structure	structure	NOUN
ajst-30921	135	25	in	in	ADP
ajst-30921	135	26	a	a	DET
ajst-30921	135	27	timely	timely	ADJ
ajst-30921	135	28	manner	manner	NOUN
ajst-30921	135	29	.	.	PUNCT
ajst-30921	136	1	developers	developer	NOUN
ajst-30921	136	2	need	need	VERB
ajst-30921	136	3	to	to	PART
ajst-30921	136	4	regularly	regularly	ADV
ajst-30921	136	5	assess	assess	VERB
ajst-30921	136	6	the	the	DET
ajst-30921	136	7	fairness	fairness	NOUN
ajst-30921	136	8	of	of	ADP
ajst-30921	136	9	ai	ai	PRON
ajst-30921	136	10	algorithms	algorithm	NOUN
ajst-30921	136	11	to	to	PART
ajst-30921	136	12	ensure	ensure	VERB
ajst-30921	136	13	that	that	SCONJ
ajst-30921	136	14	they	they	PRON
ajst-30921	136	15	are	be	AUX
ajst-30921	136	16	fair	fair	ADJ
ajst-30921	136	17	to	to	ADP
ajst-30921	136	18	all	all	DET
ajst-30921	136	19	player	player	NOUN
ajst-30921	136	20	groups	group	NOUN
ajst-30921	136	21	.	.	PUNCT
ajst-30921	137	1	fairness	fairness	NOUN
ajst-30921	137	2	metrics	metric	NOUN
ajst-30921	137	3	(	(	PUNCT
ajst-30921	137	4	such	such	ADJ
ajst-30921	137	5	as	as	ADP
ajst-30921	137	6	equal	equal	ADJ
ajst-30921	137	7	opportunity	opportunity	NOUN
ajst-30921	137	8	,	,	PUNCT
ajst-30921	137	9	equal	equal	ADJ
ajst-30921	137	10	error	error	NOUN
ajst-30921	137	11	rate	rate	NOUN
ajst-30921	137	12	,	,	PUNCT
ajst-30921	137	13	etc.)can	etc.)can	NOUN
ajst-30921	137	14	be	be	AUX
ajst-30921	137	15	used	use	VERB
ajst-30921	137	16	to	to	PART
ajst-30921	137	17	evaluate	evaluate	VERB
ajst-30921	137	18	the	the	DET
ajst-30921	137	19	fairness	fairness	NOUN
ajst-30921	137	20	of	of	ADP
ajst-30921	137	21	algorithms	algorithm	NOUN
ajst-30921	137	22	,	,	PUNCT
ajst-30921	137	23	and	and	CCONJ
ajst-30921	137	24	adjustments	adjustment	NOUN
ajst-30921	137	25	can	can	AUX
ajst-30921	137	26	be	be	AUX
ajst-30921	137	27	made	make	VERB
ajst-30921	137	28	based	base	VERB
ajst-30921	137	29	on	on	ADP
ajst-30921	137	30	the	the	DET
ajst-30921	137	31	assessment	assessment	NOUN
ajst-30921	137	32	results	result	VERB
ajst-30921	137	33	.	.	PUNCT
ajst-30921	138	1	through	through	ADP
ajst-30921	138	2	these	these	DET
ajst-30921	138	3	measures	measure	NOUN
ajst-30921	138	4	,	,	PUNCT
ajst-30921	138	5	developers	developer	NOUN
ajst-30921	138	6	can	can	AUX
ajst-30921	138	7	reduce	reduce	VERB
ajst-30921	138	8	algorithmic	algorithmic	ADJ
ajst-30921	138	9	bias	bias	NOUN
ajst-30921	138	10	and	and	CCONJ
ajst-30921	138	11	enhance	enhance	VERB
ajst-30921	138	12	the	the	DET
ajst-30921	138	13	fairness	fairness	NOUN
ajst-30921	138	14	and	and	CCONJ
ajst-30921	138	15	user	user	NOUN
ajst-30921	138	16	experience	experience	NOUN
ajst-30921	138	17	of	of	ADP
ajst-30921	138	18	the	the	DET
ajst-30921	138	19	game	game	NOUN
ajst-30921	138	20	.	.	PUNCT
ajst-30921	139	1	a	a	DET
ajst-30921	139	2	cultural	cultural	ADJ
ajst-30921	139	3	review	review	NOUN
ajst-30921	139	4	mechanism	mechanism	NOUN
ajst-30921	139	5	can	can	AUX
ajst-30921	139	6	be	be	AUX
ajst-30921	139	7	established	establish	VERB
ajst-30921	139	8	to	to	PART
ajst-30921	139	9	review	review	VERB
ajst-30921	139	10	the	the	DET
ajst-30921	139	11	content	content	NOUN
ajst-30921	139	12	generated	generate	VERB
ajst-30921	139	13	by	by	ADP
ajst-30921	139	14	ai.local	ai.local	ADJ
ajst-30921	139	15	cultural	cultural	ADJ
ajst-30921	139	16	experts	expert	NOUN
ajst-30921	139	17	can	can	AUX
ajst-30921	139	18	be	be	AUX
ajst-30921	139	19	invited	invite	VERB
ajst-30921	139	20	to	to	PART
ajst-30921	139	21	assess	assess	VERB
ajst-30921	139	22	the	the	DET
ajst-30921	139	23	generated	generate	VERB
ajst-30921	139	24	content	content	NOUN
ajst-30921	139	25	to	to	PART
ajst-30921	139	26	ensure	ensure	VERB
ajst-30921	139	27	that	that	SCONJ
ajst-30921	139	28	it	it	PRON
ajst-30921	139	29	complies	comply	VERB
ajst-30921	139	30	with	with	ADP
ajst-30921	139	31	local	local	ADJ
ajst-30921	139	32	cultural	cultural	ADJ
ajst-30921	139	33	customs	custom	NOUN
ajst-30921	139	34	and	and	CCONJ
ajst-30921	139	35	values	value	NOUN
ajst-30921	139	36	.	.	PUNCT
ajst-30921	140	1	through	through	ADP
ajst-30921	140	2	this	this	DET
ajst-30921	140	3	mechanism	mechanism	NOUN
ajst-30921	140	4	,	,	PUNCT
ajst-30921	140	5	companies	company	NOUN
ajst-30921	140	6	can	can	AUX
ajst-30921	140	7	promptly	promptly	ADV
ajst-30921	140	8	identify	identify	VERB
ajst-30921	140	9	and	and	CCONJ
ajst-30921	140	10	correct	correct	ADJ
ajst-30921	140	11	content	content	NOUN
ajst-30921	140	12	that	that	PRON
ajst-30921	140	13	may	may	AUX
ajst-30921	140	14	cause	cause	VERB
ajst-30921	140	15	controversy	controversy	NOUN
ajst-30921	140	16	.	.	PUNCT
ajst-30921	141	1	moreover	moreover	ADV
ajst-30921	141	2	,	,	PUNCT
ajst-30921	141	3	player	player	NOUN
ajst-30921	141	4	data	datum	NOUN
ajst-30921	141	5	from	from	ADP
ajst-30921	141	6	different	different	ADJ
ajst-30921	141	7	regions	region	NOUN
ajst-30921	141	8	can	can	AUX
ajst-30921	141	9	be	be	AUX
ajst-30921	141	10	collected	collect	VERB
ajst-30921	141	11	to	to	PART
ajst-30921	141	12	ensure	ensure	VERB
ajst-30921	141	13	that	that	SCONJ
ajst-30921	141	14	the	the	DET
ajst-30921	141	15	model	model	NOUN
ajst-30921	141	16	can	can	AUX
ajst-30921	141	17	learn	learn	VERB
ajst-30921	141	18	behavioral	behavioral	ADJ
ajst-30921	141	19	patterns	pattern	NOUN
ajst-30921	141	20	from	from	ADP
ajst-30921	141	21	diverse	diverse	ADJ
ajst-30921	141	22	cultural	cultural	ADJ
ajst-30921	141	23	backgrounds	background	NOUN
ajst-30921	141	24	.	.	PUNCT
ajst-30921	142	1	with	with	ADP
ajst-30921	142	2	a	a	DET
ajst-30921	142	3	diverse	diverse	ADJ
ajst-30921	142	4	dataset	dataset	NOUN
ajst-30921	142	5	,	,	PUNCT
ajst-30921	142	6	the	the	DET
ajst-30921	142	7	content	content	NOUN
ajst-30921	142	8	generated	generate	VERB
ajst-30921	142	9	by	by	ADP
ajst-30921	142	10	214	214	NUM
ajst-30921	142	11	ai	ai	NOUN
ajst-30921	142	12	will	will	AUX
ajst-30921	142	13	be	be	AUX
ajst-30921	142	14	more	more	ADV
ajst-30921	142	15	inclusive	inclusive	ADJ
ajst-30921	142	16	.	.	PUNCT
ajst-30921	143	1	5	5	X
ajst-30921	143	2	.	.	X
ajst-30921	143	3	future	future	ADJ
ajst-30921	143	4	outlook	outlook	NOUN
ajst-30921	143	5	(	(	PUNCT
ajst-30921	143	6	1	1	NUM
ajst-30921	143	7	)	)	PUNCT
ajst-30921	143	8	technological	technological	ADJ
ajst-30921	143	9	innovation	innovation	NOUN
ajst-30921	143	10	and	and	CCONJ
ajst-30921	143	11	application	application	NOUN
ajst-30921	143	12	expansion	expansion	NOUN
ajst-30921	143	13	in	in	ADP
ajst-30921	143	14	the	the	DET
ajst-30921	143	15	future	future	NOUN
ajst-30921	143	16	,	,	PUNCT
ajst-30921	143	17	ai	ai	VERB
ajst-30921	143	18	will	will	AUX
ajst-30921	143	19	be	be	AUX
ajst-30921	143	20	capable	capable	ADJ
ajst-30921	143	21	of	of	ADP
ajst-30921	143	22	achieving	achieve	VERB
ajst-30921	143	23	more	more	ADJ
ajst-30921	143	24	complex	complex	ADJ
ajst-30921	143	25	interaction	interaction	NOUN
ajst-30921	143	26	logic	logic	NOUN
ajst-30921	143	27	and	and	CCONJ
ajst-30921	143	28	emotion	emotion	NOUN
ajst-30921	143	29	recognition	recognition	NOUN
ajst-30921	143	30	,	,	PUNCT
ajst-30921	143	31	making	make	VERB
ajst-30921	143	32	the	the	DET
ajst-30921	143	33	game	game	NOUN
ajst-30921	143	34	world	world	NOUN
ajst-30921	143	35	more	more	ADV
ajst-30921	143	36	realistic	realistic	ADJ
ajst-30921	143	37	and	and	CCONJ
ajst-30921	143	38	vivid.ai	vivid.ai	NOUN
ajst-30921	143	39	-	-	PUNCT
ajst-30921	143	40	driven	drive	VERB
ajst-30921	143	41	npcs	npc	NOUN
ajst-30921	143	42	will	will	AUX
ajst-30921	143	43	not	not	PART
ajst-30921	143	44	only	only	ADV
ajst-30921	143	45	be	be	AUX
ajst-30921	143	46	able	able	ADJ
ajst-30921	143	47	to	to	PART
ajst-30921	143	48	respond	respond	VERB
ajst-30921	143	49	reasonably	reasonably	ADV
ajst-30921	143	50	to	to	ADP
ajst-30921	143	51	players'actions	players'action	NOUN
ajst-30921	143	52	but	but	CCONJ
ajst-30921	143	53	also	also	ADV
ajst-30921	143	54	make	make	VERB
ajst-30921	143	55	autonomous	autonomous	ADJ
ajst-30921	143	56	decisions	decision	NOUN
ajst-30921	143	57	in	in	ADP
ajst-30921	143	58	complex	complex	ADJ
ajst-30921	143	59	scenarios	scenario	NOUN
ajst-30921	143	60	.	.	PUNCT
ajst-30921	144	1	this	this	DET
ajst-30921	144	2	complex	complex	ADJ
ajst-30921	144	3	interaction	interaction	NOUN
ajst-30921	144	4	logic	logic	NOUN
ajst-30921	144	5	will	will	AUX
ajst-30921	144	6	make	make	VERB
ajst-30921	144	7	the	the	DET
ajst-30921	144	8	game	game	NOUN
ajst-30921	144	9	world	world	NOUN
ajst-30921	144	10	more	more	ADV
ajst-30921	144	11	authentic	authentic	ADJ
ajst-30921	144	12	and	and	CCONJ
ajst-30921	144	13	enhance	enhance	VERB
ajst-30921	144	14	players'sense	players'sense	NOUN
ajst-30921	144	15	of	of	ADP
ajst-30921	144	16	immersion	immersion	NOUN
ajst-30921	144	17	.	.	PUNCT
ajst-30921	145	1	ai	ai	VERB
ajst-30921	145	2	technology	technology	NOUN
ajst-30921	146	1	will	will	AUX
ajst-30921	146	2	be	be	AUX
ajst-30921	146	3	widely	widely	ADV
ajst-30921	146	4	applied	apply	VERB
ajst-30921	146	5	across	across	ADP
ajst-30921	146	6	various	various	ADJ
ajst-30921	146	7	gaming	gaming	NOUN
ajst-30921	146	8	platforms	platform	NOUN
ajst-30921	146	9	,	,	PUNCT
ajst-30921	146	10	including	include	VERB
ajst-30921	146	11	pcs	pc	NOUN
ajst-30921	146	12	,	,	PUNCT
ajst-30921	146	13	consoles	console	NOUN
ajst-30921	146	14	,	,	PUNCT
ajst-30921	146	15	mobile	mobile	ADJ
ajst-30921	146	16	devices	device	NOUN
ajst-30921	146	17	,	,	PUNCT
ajst-30921	146	18	and	and	CCONJ
ajst-30921	146	19	cloud	cloud	NOUN
ajst-30921	146	20	gaming	gaming	NOUN
ajst-30921	146	21	.	.	PUNCT
ajst-30921	147	1	this	this	DET
ajst-30921	147	2	cross	cross	ADJ
ajst-30921	147	3	-	-	ADJ
ajst-30921	147	4	platform	platform	ADJ
ajst-30921	147	5	application	application	NOUN
ajst-30921	147	6	will	will	AUX
ajst-30921	147	7	provide	provide	VERB
ajst-30921	147	8	players	player	NOUN
ajst-30921	147	9	with	with	ADP
ajst-30921	147	10	a	a	DET
ajst-30921	147	11	more	more	ADV
ajst-30921	147	12	seamless	seamless	ADJ
ajst-30921	147	13	gaming	gaming	NOUN
ajst-30921	147	14	experience	experience	NOUN
ajst-30921	147	15	.	.	PUNCT
ajst-30921	148	1	(	(	PUNCT
ajst-30921	148	2	2	2	X
ajst-30921	148	3	)	)	PUNCT
ajst-30921	148	4	social	social	ADJ
ajst-30921	148	5	and	and	CCONJ
ajst-30921	148	6	cultural	cultural	ADJ
ajst-30921	148	7	impact	impact	NOUN
ajst-30921	148	8	through	through	ADP
ajst-30921	148	9	ai	ai	ADJ
ajst-30921	148	10	-	-	PUNCT
ajst-30921	148	11	driven	drive	VERB
ajst-30921	148	12	educational	educational	ADJ
ajst-30921	148	13	games	game	NOUN
ajst-30921	148	14	,	,	PUNCT
ajst-30921	148	15	players	player	NOUN
ajst-30921	148	16	can	can	AUX
ajst-30921	148	17	acquire	acquire	VERB
ajst-30921	148	18	knowledge	knowledge	NOUN
ajst-30921	148	19	and	and	CCONJ
ajst-30921	148	20	skills	skill	NOUN
ajst-30921	148	21	while	while	SCONJ
ajst-30921	148	22	being	be	AUX
ajst-30921	148	23	entertained	entertain	VERB
ajst-30921	148	24	.	.	PUNCT
ajst-30921	149	1	these	these	DET
ajst-30921	149	2	educational	educational	ADJ
ajst-30921	149	3	games	game	NOUN
ajst-30921	149	4	not	not	PART
ajst-30921	149	5	only	only	ADV
ajst-30921	149	6	enhance	enhance	VERB
ajst-30921	149	7	the	the	DET
ajst-30921	149	8	fun	fun	NOUN
ajst-30921	149	9	of	of	ADP
ajst-30921	149	10	learning	learning	NOUN
ajst-30921	149	11	but	but	CCONJ
ajst-30921	149	12	also	also	ADV
ajst-30921	149	13	provide	provide	VERB
ajst-30921	149	14	a	a	DET
ajst-30921	149	15	personalized	personalized	ADJ
ajst-30921	149	16	learning	learn	VERB
ajst-30921	149	17	experience.ai	experience.ai	PRON
ajst-30921	149	18	can	can	AUX
ajst-30921	149	19	dynamically	dynamically	ADV
ajst-30921	149	20	adjust	adjust	VERB
ajst-30921	149	21	the	the	DET
ajst-30921	149	22	teaching	teaching	NOUN
ajst-30921	149	23	content	content	NOUN
ajst-30921	149	24	based	base	VERB
ajst-30921	149	25	on	on	ADP
ajst-30921	149	26	players	player	NOUN
ajst-30921	149	27	'	'	PART
ajst-30921	149	28	learning	learn	VERB
ajst-30921	149	29	progress	progress	NOUN
ajst-30921	149	30	and	and	CCONJ
ajst-30921	149	31	abilities	ability	NOUN
ajst-30921	149	32	,	,	PUNCT
ajst-30921	149	33	offering	offer	VERB
ajst-30921	149	34	a	a	DET
ajst-30921	149	35	tailored	tailor	VERB
ajst-30921	149	36	learning	learning	NOUN
ajst-30921	149	37	experience	experience	NOUN
ajst-30921	149	38	.	.	PUNCT
ajst-30921	150	1	this	this	DET
ajst-30921	150	2	personalized	personalized	ADJ
ajst-30921	150	3	learning	learn	VERB
ajst-30921	150	4	approach	approach	NOUN
ajst-30921	150	5	can	can	AUX
ajst-30921	150	6	not	not	PART
ajst-30921	150	7	only	only	ADV
ajst-30921	150	8	improve	improve	VERB
ajst-30921	150	9	learning	learn	VERB
ajst-30921	150	10	outcomes	outcome	NOUN
ajst-30921	150	11	but	but	CCONJ
ajst-30921	150	12	also	also	ADV
ajst-30921	150	13	boost	boost	VERB
ajst-30921	150	14	players	player	NOUN
ajst-30921	150	15	'	'	PART
ajst-30921	150	16	interest	interest	NOUN
ajst-30921	150	17	in	in	ADP
ajst-30921	150	18	learning	learn	VERB
ajst-30921	150	19	.	.	PUNCT
ajst-30921	151	1	as	as	ADP
ajst-30921	151	2	a	a	DET
ajst-30921	151	3	cultural	cultural	ADJ
ajst-30921	151	4	product	product	NOUN
ajst-30921	151	5	,	,	PUNCT
ajst-30921	151	6	games	game	NOUN
ajst-30921	151	7	can	can	AUX
ajst-30921	151	8	better	well	ADV
ajst-30921	151	9	preserve	preserve	VERB
ajst-30921	151	10	and	and	CCONJ
ajst-30921	151	11	innovate	innovate	VERB
ajst-30921	151	12	cultural	cultural	ADJ
ajst-30921	151	13	content	content	NOUN
ajst-30921	151	14	through	through	ADP
ajst-30921	151	15	ai	ai	ADJ
ajst-30921	151	16	technology.ai	technology.ai	NOUN
ajst-30921	151	17	can	can	AUX
ajst-30921	151	18	generate	generate	VERB
ajst-30921	151	19	characters	character	NOUN
ajst-30921	151	20	,	,	PUNCT
ajst-30921	151	21	scenes	scene	NOUN
ajst-30921	151	22	,	,	PUNCT
ajst-30921	151	23	and	and	CCONJ
ajst-30921	151	24	storylines	storyline	NOUN
ajst-30921	151	25	with	with	ADP
ajst-30921	151	26	cultural	cultural	ADJ
ajst-30921	151	27	characteristics	characteristic	NOUN
ajst-30921	151	28	,	,	PUNCT
ajst-30921	151	29	helping	help	VERB
ajst-30921	151	30	players	player	NOUN
ajst-30921	151	31	understand	understand	VERB
ajst-30921	151	32	and	and	CCONJ
ajst-30921	151	33	experience	experience	VERB
ajst-30921	151	34	the	the	DET
ajst-30921	151	35	charm	charm	NOUN
ajst-30921	151	36	of	of	ADP
ajst-30921	151	37	different	different	ADJ
ajst-30921	151	38	cultures	culture	NOUN
ajst-30921	151	39	.	.	PUNCT
ajst-30921	152	1	at	at	ADP
ajst-30921	152	2	the	the	DET
ajst-30921	152	3	same	same	ADJ
ajst-30921	152	4	time	time	NOUN
ajst-30921	152	5	,	,	PUNCT
ajst-30921	152	6	ai	ai	VERB
ajst-30921	152	7	technology	technology	NOUN
ajst-30921	152	8	can	can	AUX
ajst-30921	152	9	also	also	ADV
ajst-30921	152	10	inspire	inspire	VERB
ajst-30921	152	11	players	player	NOUN
ajst-30921	152	12	'	'	PART
ajst-30921	152	13	creativity	creativity	NOUN
ajst-30921	152	14	and	and	CCONJ
ajst-30921	152	15	drive	drive	VERB
ajst-30921	152	16	cultural	cultural	ADJ
ajst-30921	152	17	innovation	innovation	NOUN
ajst-30921	152	18	and	and	CCONJ
ajst-30921	152	19	development	development	NOUN
ajst-30921	152	20	.	.	PUNCT
ajst-30921	153	1	ai	ai	AUX
ajst-30921	153	2	technology	technology	NOUN
ajst-30921	153	3	can	can	AUX
ajst-30921	153	4	be	be	AUX
ajst-30921	153	5	used	use	VERB
ajst-30921	153	6	for	for	ADP
ajst-30921	153	7	cultural	cultural	ADJ
ajst-30921	153	8	heritage	heritage	NOUN
ajst-30921	153	9	.	.	PUNCT
ajst-30921	154	1	by	by	ADP
ajst-30921	154	2	generating	generate	VERB
ajst-30921	154	3	characters	character	NOUN
ajst-30921	154	4	,	,	PUNCT
ajst-30921	154	5	scenes	scene	NOUN
ajst-30921	154	6	,	,	PUNCT
ajst-30921	154	7	and	and	CCONJ
ajst-30921	154	8	storylines	storyline	NOUN
ajst-30921	154	9	with	with	ADP
ajst-30921	154	10	cultural	cultural	ADJ
ajst-30921	154	11	characteristics	characteristic	NOUN
ajst-30921	154	12	,	,	PUNCT
ajst-30921	154	13	it	it	PRON
ajst-30921	154	14	helps	help	VERB
ajst-30921	154	15	players	player	NOUN
ajst-30921	154	16	understand	understand	VERB
ajst-30921	154	17	and	and	CCONJ
ajst-30921	154	18	experience	experience	VERB
ajst-30921	154	19	the	the	DET
ajst-30921	154	20	charm	charm	NOUN
ajst-30921	154	21	of	of	ADP
ajst-30921	154	22	different	different	ADJ
ajst-30921	154	23	cultures	culture	NOUN
ajst-30921	154	24	.	.	PUNCT
ajst-30921	155	1	games	game	NOUN
ajst-30921	155	2	based	base	VERB
ajst-30921	155	3	on	on	ADP
ajst-30921	155	4	historical	historical	ADJ
ajst-30921	155	5	events	event	NOUN
ajst-30921	155	6	or	or	CCONJ
ajst-30921	155	7	cultural	cultural	ADJ
ajst-30921	155	8	legends	legend	NOUN
ajst-30921	155	9	can	can	AUX
ajst-30921	155	10	be	be	AUX
ajst-30921	155	11	created	create	VERB
ajst-30921	155	12	,	,	PUNCT
ajst-30921	155	13	allowing	allow	VERB
ajst-30921	155	14	players	player	NOUN
ajst-30921	155	15	to	to	PART
ajst-30921	155	16	learn	learn	VERB
ajst-30921	155	17	about	about	ADP
ajst-30921	155	18	and	and	CCONJ
ajst-30921	155	19	pass	pass	VERB
ajst-30921	155	20	on	on	ADP
ajst-30921	155	21	cultural	cultural	ADJ
ajst-30921	155	22	heritage	heritage	NOUN
ajst-30921	155	23	through	through	ADP
ajst-30921	155	24	gameplay	gameplay	NOUN
ajst-30921	155	25	.	.	PUNCT
ajst-30921	156	1	6	6	X
ajst-30921	156	2	.	.	X
ajst-30921	156	3	summary	summary	VERB
ajst-30921	156	4	the	the	DET
ajst-30921	156	5	rapid	rapid	ADJ
ajst-30921	156	6	development	development	NOUN
ajst-30921	156	7	of	of	ADP
ajst-30921	156	8	ai	ai	PROPN
ajst-30921	156	9	technology	technology	NOUN
ajst-30921	156	10	has	have	AUX
ajst-30921	156	11	brought	bring	VERB
ajst-30921	156	12	unprecedented	unprecedented	ADJ
ajst-30921	156	13	opportunities	opportunity	NOUN
ajst-30921	156	14	and	and	CCONJ
ajst-30921	156	15	challenges	challenge	NOUN
ajst-30921	156	16	to	to	ADP
ajst-30921	156	17	the	the	DET
ajst-30921	156	18	video	video	NOUN
ajst-30921	156	19	game	game	NOUN
ajst-30921	156	20	industry	industry	NOUN
ajst-30921	156	21	.	.	PUNCT
ajst-30921	157	1	from	from	ADP
ajst-30921	157	2	game	game	NOUN
ajst-30921	157	3	development	development	NOUN
ajst-30921	157	4	to	to	ADP
ajst-30921	157	5	player	player	NOUN
ajst-30921	157	6	experience	experience	NOUN
ajst-30921	157	7	,	,	PUNCT
ajst-30921	157	8	and	and	CCONJ
ajst-30921	157	9	from	from	ADP
ajst-30921	157	10	operational	operational	ADJ
ajst-30921	157	11	management	management	NOUN
ajst-30921	157	12	to	to	ADP
ajst-30921	157	13	other	other	ADJ
ajst-30921	157	14	areas	area	NOUN
ajst-30921	157	15	,	,	PUNCT
ajst-30921	157	16	the	the	DET
ajst-30921	157	17	application	application	NOUN
ajst-30921	157	18	scenarios	scenario	NOUN
ajst-30921	157	19	of	of	ADP
ajst-30921	157	20	ai	ai	NOUN
ajst-30921	157	21	are	be	AUX
ajst-30921	157	22	constantly	constantly	ADV
ajst-30921	157	23	expanding	expand	VERB
ajst-30921	157	24	and	and	CCONJ
ajst-30921	157	25	deepening.ai	deepening.ai	DET
ajst-30921	157	26	technology	technology	NOUN
ajst-30921	157	27	can	can	AUX
ajst-30921	157	28	not	not	PART
ajst-30921	157	29	only	only	ADV
ajst-30921	157	30	significantly	significantly	ADV
ajst-30921	157	31	improve	improve	VERB
ajst-30921	157	32	the	the	DET
ajst-30921	157	33	efficiency	efficiency	NOUN
ajst-30921	157	34	and	and	CCONJ
ajst-30921	157	35	quality	quality	NOUN
ajst-30921	157	36	of	of	ADP
ajst-30921	157	37	game	game	NOUN
ajst-30921	157	38	development	development	NOUN
ajst-30921	157	39	but	but	CCONJ
ajst-30921	157	40	also	also	ADV
ajst-30921	157	41	provide	provide	VERB
ajst-30921	157	42	players	player	NOUN
ajst-30921	157	43	with	with	ADP
ajst-30921	157	44	a	a	DET
ajst-30921	157	45	more	more	ADV
ajst-30921	157	46	personalized	personalized	ADJ
ajst-30921	157	47	and	and	CCONJ
ajst-30921	157	48	immersive	immersive	ADJ
ajst-30921	157	49	experience	experience	NOUN
ajst-30921	157	50	.	.	PUNCT
ajst-30921	158	1	however	however	ADV
ajst-30921	158	2	,	,	PUNCT
ajst-30921	158	3	during	during	ADP
ajst-30921	158	4	its	its	PRON
ajst-30921	158	5	application	application	NOUN
ajst-30921	158	6	,	,	PUNCT
ajst-30921	158	7	ai	ai	AUX
ajst-30921	158	8	technology	technology	NOUN
ajst-30921	158	9	also	also	ADV
ajst-30921	158	10	faces	face	VERB
ajst-30921	158	11	issues	issue	NOUN
ajst-30921	158	12	such	such	ADJ
ajst-30921	158	13	as	as	ADP
ajst-30921	158	14	technical	technical	ADJ
ajst-30921	158	15	costs	cost	NOUN
ajst-30921	158	16	,	,	PUNCT
ajst-30921	158	17	privacy	privacy	NOUN
ajst-30921	158	18	protection	protection	NOUN
ajst-30921	158	19	,	,	PUNCT
ajst-30921	158	20	and	and	CCONJ
ajst-30921	158	21	algorithmic	algorithmic	ADJ
ajst-30921	158	22	bias	bias	NOUN
ajst-30921	158	23	.	.	PUNCT
ajst-30921	159	1	through	through	ADP
ajst-30921	159	2	measures	measure	NOUN
ajst-30921	159	3	such	such	ADJ
ajst-30921	159	4	as	as	ADP
ajst-30921	159	5	technological	technological	ADJ
ajst-30921	159	6	optimization	optimization	NOUN
ajst-30921	159	7	,	,	PUNCT
ajst-30921	159	8	privacy	privacy	NOUN
ajst-30921	159	9	protection	protection	NOUN
ajst-30921	159	10	,	,	PUNCT
ajst-30921	159	11	and	and	CCONJ
ajst-30921	159	12	algorithm	algorithm	NOUN
ajst-30921	159	13	optimization	optimization	NOUN
ajst-30921	159	14	,	,	PUNCT
ajst-30921	159	15	these	these	DET
ajst-30921	159	16	problems	problem	NOUN
ajst-30921	159	17	can	can	AUX
ajst-30921	159	18	be	be	AUX
ajst-30921	159	19	effectively	effectively	ADV
ajst-30921	159	20	addressed	address	VERB
ajst-30921	159	21	,	,	PUNCT
ajst-30921	159	22	promoting	promote	VERB
ajst-30921	159	23	the	the	DET
ajst-30921	159	24	healthy	healthy	ADJ
ajst-30921	159	25	development	development	NOUN
ajst-30921	159	26	of	of	ADP
ajst-30921	159	27	ai	ai	PRON
ajst-30921	159	28	technology	technology	NOUN
ajst-30921	159	29	in	in	ADP
ajst-30921	159	30	the	the	DET
ajst-30921	159	31	gaming	gaming	NOUN
ajst-30921	159	32	industry	industry	NOUN
ajst-30921	159	33	.	.	PUNCT
ajst-30921	160	1	in	in	ADP
ajst-30921	160	2	the	the	DET
ajst-30921	160	3	future	future	NOUN
ajst-30921	160	4	,	,	PUNCT
ajst-30921	160	5	with	with	ADP
ajst-30921	160	6	the	the	DET
ajst-30921	160	7	continuous	continuous	ADJ
ajst-30921	160	8	innovation	innovation	NOUN
ajst-30921	160	9	and	and	CCONJ
ajst-30921	160	10	application	application	NOUN
ajst-30921	160	11	expansion	expansion	NOUN
ajst-30921	160	12	of	of	ADP
ajst-30921	160	13	ai	ai	PROPN
ajst-30921	160	14	technology	technology	NOUN
ajst-30921	160	15	,	,	PUNCT
ajst-30921	160	16	the	the	DET
ajst-30921	160	17	video	video	NOUN
ajst-30921	160	18	game	game	NOUN
ajst-30921	160	19	industry	industry	NOUN
ajst-30921	160	20	will	will	AUX
ajst-30921	160	21	usher	usher	VERB
ajst-30921	160	22	in	in	ADP
ajst-30921	160	23	a	a	DET
ajst-30921	160	24	broader	broad	ADJ
ajst-30921	160	25	space	space	NOUN
ajst-30921	160	26	for	for	ADP
ajst-30921	160	27	development.ai	development.ai	NOUN
ajst-30921	160	28	will	will	AUX
ajst-30921	160	29	drive	drive	VERB
ajst-30921	160	30	the	the	DET
ajst-30921	160	31	globalization	globalization	NOUN
ajst-30921	160	32	,	,	PUNCT
ajst-30921	160	33	diversification	diversification	NOUN
ajst-30921	160	34	,	,	PUNCT
ajst-30921	160	35	and	and	CCONJ
ajst-30921	160	36	intelligent	intelligent	ADJ
ajst-30921	160	37	development	development	NOUN
ajst-30921	160	38	of	of	ADP
ajst-30921	160	39	the	the	DET
ajst-30921	160	40	gaming	gaming	NOUN
ajst-30921	160	41	industry	industry	NOUN
ajst-30921	160	42	,	,	PUNCT
ajst-30921	160	43	offering	offer	VERB
ajst-30921	160	44	players	player	NOUN
ajst-30921	160	45	a	a	DET
ajst-30921	160	46	richer	rich	ADJ
ajst-30921	160	47	and	and	CCONJ
ajst-30921	160	48	more	more	ADV
ajst-30921	160	49	interesting	interesting	ADJ
ajst-30921	160	50	gaming	gaming	NOUN
ajst-30921	160	51	experience	experience	NOUN
ajst-30921	160	52	.	.	PUNCT
ajst-30921	161	1	at	at	ADP
ajst-30921	161	2	the	the	DET
ajst-30921	161	3	same	same	ADJ
ajst-30921	161	4	time	time	NOUN
ajst-30921	161	5	,	,	PUNCT
ajst-30921	161	6	ai	ai	AUX
ajst-30921	161	7	technology	technology	NOUN
ajst-30921	161	8	will	will	AUX
ajst-30921	161	9	also	also	ADV
ajst-30921	161	10	bring	bring	VERB
ajst-30921	161	11	new	new	ADJ
ajst-30921	161	12	opportunities	opportunity	NOUN
ajst-30921	161	13	for	for	ADP
ajst-30921	161	14	business	business	NOUN
ajst-30921	161	15	model	model	NOUN
ajst-30921	161	16	innovation	innovation	NOUN
ajst-30921	161	17	and	and	CCONJ
ajst-30921	161	18	social	social	ADJ
ajst-30921	161	19	and	and	CCONJ
ajst-30921	161	20	cultural	cultural	ADJ
ajst-30921	161	21	impact	impact	NOUN
ajst-30921	161	22	in	in	ADP
ajst-30921	161	23	the	the	DET
ajst-30921	161	24	gaming	gaming	NOUN
ajst-30921	161	25	industry	industry	NOUN
ajst-30921	161	26	.	.	PUNCT
ajst-30921	162	1	by	by	ADP
ajst-30921	162	2	making	make	VERB
ajst-30921	162	3	rational	rational	ADJ
ajst-30921	162	4	use	use	NOUN
ajst-30921	162	5	of	of	ADP
ajst-30921	162	6	ai	ai	PRON
ajst-30921	162	7	technology	technology	NOUN
ajst-30921	162	8	,	,	PUNCT
ajst-30921	162	9	the	the	DET
ajst-30921	162	10	gaming	gaming	NOUN
ajst-30921	162	11	industry	industry	NOUN
ajst-30921	162	12	is	be	AUX
ajst-30921	162	13	expected	expect	VERB
ajst-30921	162	14	to	to	PART
ajst-30921	162	15	occupy	occupy	VERB
ajst-30921	162	16	a	a	DET
ajst-30921	162	17	more	more	ADV
ajst-30921	162	18	important	important	ADJ
ajst-30921	162	19	position	position	NOUN
ajst-30921	162	20	in	in	ADP
ajst-30921	162	21	the	the	DET
ajst-30921	162	22	future	future	ADJ
ajst-30921	162	23	digital	digital	ADJ
ajst-30921	162	24	entertainment	entertainment	NOUN
ajst-30921	162	25	market	market	NOUN
ajst-30921	162	26	and	and	CCONJ
ajst-30921	162	27	make	make	VERB
ajst-30921	162	28	greater	great	ADJ
ajst-30921	162	29	contributions	contribution	NOUN
ajst-30921	162	30	to	to	ADP
ajst-30921	162	31	the	the	DET
ajst-30921	162	32	development	development	NOUN
ajst-30921	162	33	of	of	ADP
ajst-30921	162	34	society	society	NOUN
ajst-30921	162	35	and	and	CCONJ
ajst-30921	162	36	culture	culture	NOUN
ajst-30921	162	37	.	.	PUNCT
ajst-30921	163	1	references	reference	NOUN
ajst-30921	163	2	[	[	X
ajst-30921	163	3	1	1	NUM
ajst-30921	163	4	]	]	X
ajst-30921	163	5	world	world	NOUN
ajst-30921	163	6	and	and	CCONJ
ajst-30921	163	7	human	human	ADJ
ajst-30921	163	8	action	action	NOUN
ajst-30921	163	9	models	model	NOUN
ajst-30921	163	10	towards	towards	ADP
ajst-30921	163	11	gameplay	gameplay	NOUN
ajst-30921	163	12	ideation	ideation	NOUN
ajst-30921	163	13	.	.	PUNCT
ajst-30921	164	1	nature	nature	NOUN
ajst-30921	164	2	.	.	PUNCT
ajst-30921	165	1	https://www.nature.com/articles/s41586-025-08600-3	https://www.nature.com/articles/s41586-025-08600-3	NOUN
ajst-30921	166	1	[	[	X
ajst-30921	166	2	2	2	NUM
ajst-30921	166	3	]	]	PUNCT
ajst-30921	166	4	aliqinꞏmahemuti	aliqinꞏmahemuti	NOUN
ajst-30921	166	5	.	.	PUNCT
ajst-30921	167	1	(	(	PUNCT
ajst-30921	167	2	2023	2023	NUM
ajst-30921	167	3	)	)	PUNCT
ajst-30921	167	4	.	.	PUNCT
ajst-30921	168	1	research	research	NOUN
ajst-30921	168	2	on	on	ADP
ajst-30921	168	3	innovative	innovative	ADJ
ajst-30921	168	4	applications	application	NOUN
ajst-30921	168	5	of	of	ADP
ajst-30921	168	6	ai	ai	NOUN
ajst-30921	168	7	in	in	ADP
ajst-30921	168	8	the	the	DET
ajst-30921	168	9	gaming	gaming	NOUN
ajst-30921	168	10	industry	industry	NOUN
ajst-30921	168	11	.	.	PUNCT
ajst-30921	169	1	wanfang	wanfang	PROPN
ajst-30921	169	2	data	data	PROPN
ajst-30921	169	3	knowledge	knowledge	PROPN
ajst-30921	169	4	service	service	PROPN
ajst-30921	169	5	platform	platform	NOUN
ajst-30921	169	6	https://d.wanfangdata.com.cn/periodical/ch9qzxjpb2rpy2f	https://d.wanfangdata.com.cn/periodical/ch9qzxjpb2rpy2f	PROPN
ajst-30921	169	7	sq0hjtmv3uziwmjqxmta1mtcxmza0eg15c2tqmjayn	sq0hjtmv3uziwmjqxmta1mtcxmza0eg15c2tqmjayn	PROPN
ajst-30921	169	8	dewmduygghwcgn4bm5vza%3d%3d	dewmduygghwcgn4bm5vza%3d%3d	PROPN
ajst-30921	170	1	[	[	X
ajst-30921	170	2	3	3	NUM
ajst-30921	170	3	]	]	X
ajst-30921	170	4	picheng	picheng	NOUN
ajst-30921	170	5	song	song	NOUN
ajst-30921	170	6	.	.	PUNCT
ajst-30921	171	1	(	(	PUNCT
ajst-30921	171	2	2024	2024	NUM
ajst-30921	171	3	)	)	PUNCT
ajst-30921	171	4	.	.	PUNCT
ajst-30921	172	1	ai	ai	VERB
ajst-30921	172	2	empowers	empower	NOUN
ajst-30921	172	3	game	game	NOUN
ajst-30921	172	4	development	development	NOUN
ajst-30921	172	5	:	:	PUNCT
ajst-30921	172	6	evolutionary	evolutionary	ADJ
ajst-30921	172	7	trajectory	trajectory	NOUN
ajst-30921	172	8	and	and	CCONJ
ajst-30921	172	9	application	application	NOUN
ajst-30921	172	10	trends	trend	NOUN
ajst-30921	172	11	.	.	PUNCT
ajst-30921	173	1	beijing	beijing	PROPN
ajst-30921	173	2	culture	culture	NOUN
ajst-30921	173	3	creativity	creativity	NOUN
ajst-30921	173	4	,	,	PUNCT
ajst-30921	173	5	vol.4(2024),p4	vol.4(2024),p4	NOUN
ajst-30921	173	6	-	-	PUNCT
ajst-30921	173	7	p16	p16	NOUN
ajst-30921	173	8	https://xueshu.baidu.com/usercenter/paper/show?paperid=106	https://xueshu.baidu.com/usercenter/paper/show?paperid=106	NOUN
ajst-30921	173	9	00m80m2050j60e04h0gh0ew325133&site	00m80m2050j60e04h0gh0ew325133&site	NOUN
ajst-30921	173	10	=	=	NOUN
ajst-30921	173	11	xueshu_se	xueshu_se	NOUN
ajst-30921	174	1	[	[	X
ajst-30921	174	2	4	4	X
ajst-30921	174	3	]	]	SYM
ajst-30921	174	4	2025	2025	NUM
ajst-30921	174	5	ai+gaming	ai+gaming	NOUN
ajst-30921	174	6	industry	industry	NOUN
ajst-30921	174	7	research	research	NOUN
ajst-30921	174	8	report	report	NOUN
ajst-30921	174	9	:	:	PUNCT
ajst-30921	174	10	transformation	transformation	NOUN
ajst-30921	174	11	and	and	CCONJ
ajst-30921	174	12	opportunities	opportunity	NOUN
ajst-30921	174	13	empowered	empower	VERB
ajst-30921	174	14	by	by	ADP
ajst-30921	174	15	ai	ai	NOUN
ajst-30921	174	16	in	in	ADP
ajst-30921	174	17	the	the	DET
ajst-30921	174	18	gaming	gaming	NOUN
ajst-30921	174	19	industry	industry	NOUN
ajst-30921	174	20	.	.	PUNCT
ajst-30921	175	1	https://www.baogaobox.com/insights/250312000008574.html	https://www.baogaobox.com/insights/250312000008574.html	PROPN
ajst-30921	175	2	[	[	X
ajst-30921	175	3	5	5	NUM
ajst-30921	175	4	]	]	PUNCT
ajst-30921	175	5	jun	jun	PROPN
ajst-30921	175	6	hu.research	hu.research	NOUN
ajst-30921	175	7	and	and	CCONJ
ajst-30921	175	8	application	application	NOUN
ajst-30921	175	9	of	of	ADP
ajst-30921	175	10	artificial	artificial	ADJ
ajst-30921	175	11	intelligence	intelligence	NOUN
ajst-30921	175	12	in	in	ADP
ajst-30921	175	13	game	game	NOUN
ajst-30921	175	14	development.knci	development.knci	PROPN
ajst-30921	175	15	https://kns.cnki.net/kcms2/article/abstract?v=zb3ws6iuiaozs	https://kns.cnki.net/kcms2/article/abstract?v=zb3ws6iuiaozs	PROPN
ajst-30921	176	1	n1tzodyuc10winowaj_fwc033uwmo21y0grzzshtwms	n1tzodyuc10winowaj_fwc033uwmo21y0grzzshtwms	PROPN
ajst-30921	176	2	ydslx1cu594sybsuabhroqrn98vbc8akrrrcqokgydee	ydslx1cu594sybsuabhroqrn98vbc8akrrrcqokgydee	INTJ
ajst-30921	176	3	irn11zejt2g4khbrbc-4qiov7rcvym4fp6fk2cf9lkukfnsfeqzytghbp4dchx6pqfopyb8j_uzjvbls	irn11zejt2g4khbrbc-4qiov7rcvym4fp6fk2cf9lkukfnsfeqzytghbp4dchx6pqfopyb8j_uzjvbls	VERB
ajst-30921	176	4	a==&uniplatform	a==&uniplatform	NOUN
ajst-30921	176	5	=	=	NOUN
ajst-30921	176	6	nzkpt&language	nzkpt&language	NOUN
ajst-30921	176	7	=	=	SYM
ajst-30921	176	8	chs	chs	NOUN
ajst-30921	176	9	[	[	X
ajst-30921	176	10	6	6	NUM
ajst-30921	176	11	]	]	PUNCT
ajst-30921	176	12	ziye	ziye	PROPN
ajst-30921	176	13	zhao	zhao	PROPN
ajst-30921	176	14	.	.	PUNCT
ajst-30921	177	1	application	application	NOUN
ajst-30921	177	2	and	and	CCONJ
ajst-30921	177	3	problems	problem	NOUN
ajst-30921	177	4	of	of	ADP
ajst-30921	177	5	ai	ai	VERB
ajst-30921	177	6	in	in	ADP
ajst-30921	177	7	game	game	NOUN
ajst-30921	177	8	development.applied	development.applie	VERB
ajst-30921	177	9	and	and	CCONJ
ajst-30921	177	10	computational	computational	ADJ
ajst-30921	177	11	engineering(2024	engineering(2024	NOUN
ajst-30921	177	12	)	)	PUNCT
ajst-30921	177	13	https://www.atalkai.com/talk/docs/paper/ai_in_game_development_applicati	https://www.atalkai.com/talk/docs/paper/ai_in_game_development_applicati	PROPN
ajst-30921	177	14	ons	ons	PROPN
ajst-30921	178	1	[	[	X
ajst-30921	178	2	7	7	NUM
ajst-30921	178	3	]	]	X
ajst-30921	178	4	jie	jie	PROPN
ajst-30921	178	5	cheng	cheng	PROPN
ajst-30921	178	6	,	,	PUNCT
ajst-30921	178	7	wei	wei	PROPN
ajst-30921	178	8	tan	tan	PROPN
ajst-30921	178	9	.	.	PUNCT
ajst-30921	179	1	(	(	PUNCT
ajst-30921	179	2	2021	2021	NUM
ajst-30921	179	3	)	)	PUNCT
ajst-30921	179	4	.	.	PUNCT
ajst-30921	180	1	an	an	DET
ajst-30921	180	2	analysis	analysis	NOUN
ajst-30921	180	3	of	of	ADP
ajst-30921	180	4	the	the	DET
ajst-30921	180	5	application	application	NOUN
ajst-30921	180	6	of	of	ADP
ajst-30921	180	7	artificial	artificial	ADJ
ajst-30921	180	8	intelligence(ai)technology	intelligence(ai)technology	NOUN
ajst-30921	180	9	in	in	ADP
ajst-30921	180	10	the	the	DET
ajst-30921	180	11	gaming	gaming	NOUN
ajst-30921	180	12	domain	domain	NOUN
ajst-30921	180	13	.	.	PUNCT
ajst-30921	181	1	wudang	wudang	PROPN
ajst-30921	181	2	martial	martial	ADJ
ajst-30921	181	3	arts	art	NOUN
ajst-30921	181	4	,	,	PUNCT
ajst-30921	181	5	(	(	PUNCT
ajst-30921	181	6	8)	8)	NUM
ajst-30921	181	7	,	,	PUNCT
ajst-30921	181	8	142	142	NUM
ajst-30921	181	9	.	.	PUNCT
ajst-30921	182	1	https://doc.taixueshu.com/journal/20210249wd.html	https://doc.taixueshu.com/journal/20210249wd.html	PROPN