id	sid	tid	token	lemma	pos
fcis-9424	1	1	frontiers	frontier	NOUN
fcis-9424	1	2	in	in	ADP
fcis-9424	1	3	computing	computing	NOUN
fcis-9424	1	4	and	and	CCONJ
fcis-9424	1	5	intelligent	intelligent	ADJ
fcis-9424	1	6	systems	system	NOUN
fcis-9424	1	7	issn	issn	VERB
fcis-9424	1	8	:	:	PUNCT
fcis-9424	1	9	2832	2832	NUM
fcis-9424	1	10	-	-	SYM
fcis-9424	1	11	6024	6024	NUM
fcis-9424	1	12	|	|	NOUN
fcis-9424	1	13	vol	vol	NOUN
fcis-9424	1	14	.	.	PROPN
fcis-9424	2	1	4	4	NUM
fcis-9424	2	2	,	,	PUNCT
fcis-9424	2	3	no	no	INTJ
fcis-9424	2	4	.	.	NOUN
fcis-9424	2	5	1	1	NUM
fcis-9424	2	6	,	,	PUNCT
fcis-9424	2	7	2023	2023	NUM
fcis-9424	2	8	56	56	NUM
fcis-9424	2	9	automatic	automatic	ADJ
fcis-9424	2	10	play	play	NOUN
fcis-9424	2	11	based	base	VERB
fcis-9424	2	12	on	on	ADP
fcis-9424	2	13	lr	lr	NOUN
fcis-9424	2	14	and	and	CCONJ
fcis-9424	2	15	svm	svm	ADJ
fcis-9424	2	16	algorithms	algorithm	NOUN
fcis-9424	3	1	‐‐	‐‐	NOUN
fcis-9424	3	2	take	take	VERB
fcis-9424	3	3	chrome	chrome	NOUN
fcis-9424	3	4	dion	dion	NOUN
fcis-9424	3	5	game	game	NOUN
fcis-9424	3	6	as	as	ADP
fcis-9424	3	7	an	an	DET
fcis-9424	3	8	example	example	NOUN
fcis-9424	3	9	ziheng	ziheng	PROPN
fcis-9424	3	10	chao	chao	PROPN
fcis-9424	3	11	*	*	PUNCT
fcis-9424	3	12	college	college	PROPN
fcis-9424	3	13	of	of	ADP
fcis-9424	3	14	information	information	NOUN
fcis-9424	3	15	sciences	sciences	PROPN
fcis-9424	3	16	and	and	CCONJ
fcis-9424	3	17	technology	technology	NOUN
fcis-9424	3	18	,	,	PUNCT
fcis-9424	3	19	xiamen	xiamen	PROPN
fcis-9424	3	20	university	university	PROPN
fcis-9424	3	21	tan	tan	PROPN
fcis-9424	3	22	kah	kah	PROPN
fcis-9424	3	23	kee	kee	PROPN
fcis-9424	3	24	college	college	PROPN
fcis-9424	3	25	,	,	PUNCT
fcis-9424	3	26	zhangzhou	zhangzhou	PROPN
fcis-9424	3	27	,	,	PUNCT
fcis-9424	3	28	fujian	fujian	PROPN
fcis-9424	3	29	,	,	PUNCT
fcis-9424	3	30	363123	363123	NUM
fcis-9424	3	31	,	,	PUNCT
fcis-9424	3	32	china	china	PROPN
fcis-9424	3	33	*	*	PUNCT
fcis-9424	3	34	corresponding	correspond	VERB
fcis-9424	3	35	author	author	NOUN
fcis-9424	3	36	email	email	NOUN
fcis-9424	3	37	:	:	PUNCT
fcis-9424	3	38	13903147022@163.com	13903147022@163.com	NUM
fcis-9424	3	39	abstract	abstract	NOUN
fcis-9424	3	40	:	:	PUNCT
fcis-9424	3	41	with	with	ADP
fcis-9424	3	42	the	the	DET
fcis-9424	3	43	progress	progress	NOUN
fcis-9424	3	44	of	of	ADP
fcis-9424	3	45	society	society	NOUN
fcis-9424	3	46	,	,	PUNCT
fcis-9424	3	47	people	people	NOUN
fcis-9424	3	48	's	's	PART
fcis-9424	3	49	quality	quality	NOUN
fcis-9424	3	50	of	of	ADP
fcis-9424	3	51	life	life	NOUN
fcis-9424	3	52	significantly	significantly	ADV
fcis-9424	3	53	improved	improve	VERB
fcis-9424	3	54	,	,	PUNCT
fcis-9424	3	55	this	this	PRON
fcis-9424	3	56	gives	give	VERB
fcis-9424	3	57	us	we	PRON
fcis-9424	3	58	more	more	ADV
fcis-9424	3	59	free	free	ADJ
fcis-9424	3	60	time	time	NOUN
fcis-9424	3	61	to	to	PART
fcis-9424	3	62	do	do	VERB
fcis-9424	3	63	things	thing	NOUN
fcis-9424	3	64	we	we	PRON
fcis-9424	3	65	enjoy	enjoy	VERB
fcis-9424	3	66	,	,	PUNCT
fcis-9424	3	67	so	so	ADV
fcis-9424	3	68	our	our	PRON
fcis-9424	3	69	life	life	NOUN
fcis-9424	3	70	has	have	AUX
fcis-9424	3	71	become	become	VERB
fcis-9424	3	72	colorful	colorful	ADJ
fcis-9424	3	73	,	,	PUNCT
fcis-9424	3	74	countless	countless	ADJ
fcis-9424	3	75	kinds	kind	NOUN
fcis-9424	3	76	of	of	ADP
fcis-9424	3	77	entertainment	entertainment	NOUN
fcis-9424	3	78	for	for	SCONJ
fcis-9424	3	79	people	people	NOUN
fcis-9424	3	80	to	to	PART
fcis-9424	3	81	choose	choose	VERB
fcis-9424	3	82	,	,	PUNCT
fcis-9424	3	83	video	video	NOUN
fcis-9424	3	84	games	game	NOUN
fcis-9424	3	85	is	be	AUX
fcis-9424	3	86	one	one	NUM
fcis-9424	3	87	of	of	ADP
fcis-9424	3	88	the	the	DET
fcis-9424	3	89	important	important	ADJ
fcis-9424	3	90	,	,	PUNCT
fcis-9424	3	91	with	with	SCONJ
fcis-9424	3	92	the	the	DET
fcis-9424	3	93	level	level	NOUN
fcis-9424	3	94	of	of	ADP
fcis-9424	3	95	technology	technology	NOUN
fcis-9424	3	96	to	to	PART
fcis-9424	3	97	improve	improve	VERB
fcis-9424	3	98	the	the	DET
fcis-9424	3	99	video	video	NOUN
fcis-9424	3	100	game	game	NOUN
fcis-9424	3	101	is	be	AUX
fcis-9424	3	102	also	also	ADV
fcis-9424	3	103	getting	get	VERB
fcis-9424	3	104	richer	rich	ADJ
fcis-9424	3	105	,	,	PUNCT
fcis-9424	3	106	when	when	SCONJ
fcis-9424	3	107	the	the	DET
fcis-9424	3	108	video	video	NOUN
fcis-9424	3	109	game	game	NOUN
fcis-9424	3	110	into	into	ADP
fcis-9424	3	111	the	the	DET
fcis-9424	3	112	artificial	artificial	ADJ
fcis-9424	3	113	intelligence	intelligence	NOUN
fcis-9424	3	114	,	,	PUNCT
fcis-9424	3	115	but	but	CCONJ
fcis-9424	3	116	also	also	ADV
fcis-9424	3	117	to	to	PART
fcis-9424	3	118	improve	improve	VERB
fcis-9424	3	119	the	the	DET
fcis-9424	3	120	fun	fun	NOUN
fcis-9424	3	121	of	of	ADP
fcis-9424	3	122	the	the	DET
fcis-9424	3	123	game	game	NOUN
fcis-9424	3	124	,	,	PUNCT
fcis-9424	3	125	the	the	DET
fcis-9424	3	126	challenging	challenging	NOUN
fcis-9424	3	127	.	.	PUNCT
fcis-9424	4	1	in	in	ADP
fcis-9424	4	2	this	this	DET
fcis-9424	4	3	project	project	NOUN
fcis-9424	4	4	,	,	PUNCT
fcis-9424	4	5	we	we	PRON
fcis-9424	4	6	will	will	AUX
fcis-9424	4	7	use	use	VERB
fcis-9424	4	8	logistic	logistic	ADJ
fcis-9424	4	9	regression	regression	NOUN
fcis-9424	4	10	algorithm	algorithm	NOUN
fcis-9424	4	11	and	and	CCONJ
fcis-9424	4	12	support	support	VERB
fcis-9424	4	13	vector	vector	NOUN
fcis-9424	4	14	machine	machine	NOUN
fcis-9424	4	15	to	to	PART
fcis-9424	4	16	automate	automate	VERB
fcis-9424	4	17	the	the	DET
fcis-9424	4	18	machine	machine	NOUN
fcis-9424	4	19	to	to	PART
fcis-9424	4	20	play	play	VERB
fcis-9424	4	21	the	the	DET
fcis-9424	4	22	dinosaur	dinosaur	NOUN
fcis-9424	4	23	parkour	parkour	ADJ
fcis-9424	4	24	game	game	NOUN
fcis-9424	4	25	in	in	ADP
fcis-9424	4	26	google	google	PROPN
fcis-9424	4	27	chrome	chrome	NOUN
fcis-9424	4	28	,	,	PUNCT
fcis-9424	4	29	through	through	ADP
fcis-9424	4	30	the	the	DET
fcis-9424	4	31	training	training	NOUN
fcis-9424	4	32	of	of	ADP
fcis-9424	4	33	logistic	logistic	ADJ
fcis-9424	4	34	regression	regression	NOUN
fcis-9424	4	35	and	and	CCONJ
fcis-9424	4	36	svm	svm	ADJ
fcis-9424	4	37	,	,	PUNCT
fcis-9424	4	38	so	so	SCONJ
fcis-9424	4	39	that	that	SCONJ
fcis-9424	4	40	the	the	DET
fcis-9424	4	41	machine	machine	NOUN
fcis-9424	4	42	can	can	AUX
fcis-9424	4	43	operate	operate	VERB
fcis-9424	4	44	and	and	CCONJ
fcis-9424	4	45	control	control	VERB
fcis-9424	4	46	the	the	DET
fcis-9424	4	47	dinosaur	dinosaur	NOUN
fcis-9424	4	48	to	to	PART
fcis-9424	4	49	jump	jump	VERB
fcis-9424	4	50	and	and	CCONJ
fcis-9424	4	51	crouch	crouch	NOUN
fcis-9424	4	52	to	to	PART
fcis-9424	4	53	achieve	achieve	VERB
fcis-9424	4	54	high	high	ADJ
fcis-9424	4	55	score	score	NOUN
fcis-9424	4	56	.	.	PUNCT
fcis-9424	5	1	keywords	keyword	NOUN
fcis-9424	5	2	:	:	PUNCT
fcis-9424	5	3	machine	machine	NOUN
fcis-9424	5	4	learning	learning	NOUN
fcis-9424	5	5	;	;	PUNCT
fcis-9424	5	6	autoplay	autoplay	NOUN
fcis-9424	5	7	;	;	PUNCT
fcis-9424	5	8	logistic	logistic	ADJ
fcis-9424	5	9	regression	regression	NOUN
fcis-9424	5	10	;	;	PUNCT
fcis-9424	5	11	support	support	NOUN
fcis-9424	5	12	vector	vector	NOUN
fcis-9424	5	13	machine	machine	NOUN
fcis-9424	5	14	;	;	PUNCT
fcis-9424	5	15	gaming	gaming	NOUN
fcis-9424	5	16	ai	ai	NOUN
fcis-9424	5	17	.	.	PROPN
fcis-9424	5	18	1	1	NUM
fcis-9424	5	19	.	.	X
fcis-9424	5	20	background	background	NOUN
fcis-9424	5	21	and	and	CCONJ
fcis-9424	5	22	significance	significance	NOUN
fcis-9424	5	23	of	of	ADP
fcis-9424	5	24	the	the	DET
fcis-9424	5	25	study	study	NOUN
fcis-9424	5	26	nowadays	nowadays	ADV
fcis-9424	5	27	,	,	PUNCT
fcis-9424	5	28	artificial	artificial	ADJ
fcis-9424	5	29	intelligence	intelligence	NOUN
fcis-9424	5	30	is	be	AUX
fcis-9424	5	31	a	a	DET
fcis-9424	5	32	hot	hot	ADJ
fcis-9424	5	33	topic	topic	NOUN
fcis-9424	5	34	in	in	ADP
fcis-9424	5	35	our	our	PRON
fcis-9424	5	36	daily	daily	ADJ
fcis-9424	5	37	life	life	NOUN
fcis-9424	5	38	,	,	PUNCT
fcis-9424	5	39	and	and	CCONJ
fcis-9424	5	40	in	in	ADP
fcis-9424	5	41	recent	recent	ADJ
fcis-9424	5	42	years	year	NOUN
fcis-9424	5	43	,	,	PUNCT
fcis-9424	5	44	with	with	ADP
fcis-9424	5	45	the	the	DET
fcis-9424	5	46	outbreak	outbreak	NOUN
fcis-9424	5	47	of	of	ADP
fcis-9424	5	48	the	the	DET
fcis-9424	5	49	third	third	ADJ
fcis-9424	5	50	artificial	artificial	ADJ
fcis-9424	5	51	intelligence	intelligence	NOUN
fcis-9424	5	52	boom	boom	NOUN
fcis-9424	5	53	more	more	ADJ
fcis-9424	5	54	and	and	CCONJ
fcis-9424	5	55	more	more	ADJ
fcis-9424	5	56	scientists	scientist	NOUN
fcis-9424	5	57	and	and	CCONJ
fcis-9424	5	58	researchers	researcher	NOUN
fcis-9424	5	59	are	be	AUX
fcis-9424	5	60	involved	involve	VERB
fcis-9424	5	61	in	in	ADP
fcis-9424	5	62	it	it	PRON
fcis-9424	5	63	,	,	PUNCT
fcis-9424	5	64	so	so	SCONJ
fcis-9424	5	65	that	that	SCONJ
fcis-9424	5	66	the	the	DET
fcis-9424	5	67	development	development	NOUN
fcis-9424	5	68	of	of	ADP
fcis-9424	5	69	artificial	artificial	ADJ
fcis-9424	5	70	intelligence	intelligence	NOUN
fcis-9424	5	71	technology	technology	NOUN
fcis-9424	5	72	is	be	AUX
fcis-9424	5	73	advancing	advance	VERB
fcis-9424	5	74	day	day	NOUN
fcis-9424	5	75	by	by	ADP
fcis-9424	5	76	day	day	NOUN
fcis-9424	5	77	,	,	PUNCT
fcis-9424	5	78	although	although	SCONJ
fcis-9424	5	79	the	the	DET
fcis-9424	5	80	current	current	ADJ
fcis-9424	5	81	artificial	artificial	ADJ
fcis-9424	5	82	intelligence	intelligence	NOUN
fcis-9424	5	83	is	be	AUX
fcis-9424	5	84	still	still	ADV
fcis-9424	5	85	not	not	PART
fcis-9424	5	86	able	able	ADJ
fcis-9424	5	87	to	to	PART
fcis-9424	5	88	show	show	VERB
fcis-9424	5	89	the	the	DET
fcis-9424	5	90	general	general	ADJ
fcis-9424	5	91	wisdom	wisdom	NOUN
fcis-9424	5	92	of	of	ADP
fcis-9424	5	93	human	human	ADJ
fcis-9424	5	94	beings	being	NOUN
fcis-9424	5	95	,	,	PUNCT
fcis-9424	5	96	but	but	CCONJ
fcis-9424	5	97	unknowingly	unknowingly	ADV
fcis-9424	5	98	our	our	PRON
fcis-9424	5	99	life	life	NOUN
fcis-9424	5	100	has	have	AUX
fcis-9424	5	101	long	long	ADV
fcis-9424	5	102	been	be	AUX
fcis-9424	5	103	inseparable	inseparable	ADJ
fcis-9424	5	104	from	from	ADP
fcis-9424	5	105	the	the	DET
fcis-9424	5	106	help	help	NOUN
fcis-9424	5	107	of	of	ADP
fcis-9424	5	108	artificial	artificial	ADJ
fcis-9424	5	109	intelligence	intelligence	NOUN
fcis-9424	5	110	.	.	PUNCT
fcis-9424	6	1	besides	besides	SCONJ
fcis-9424	6	2	that	that	PRON
fcis-9424	6	3	,	,	PUNCT
fcis-9424	6	4	people	people	NOUN
fcis-9424	6	5	's	's	PART
fcis-9424	6	6	material	material	NOUN
fcis-9424	6	7	living	living	NOUN
fcis-9424	6	8	standards	standard	NOUN
fcis-9424	6	9	improve	improve	VERB
fcis-9424	6	10	,	,	PUNCT
fcis-9424	6	11	more	more	ADJ
fcis-9424	6	12	needs	need	NOUN
fcis-9424	6	13	come	come	VERB
fcis-9424	6	14	from	from	ADP
fcis-9424	6	15	entertainment	entertainment	NOUN
fcis-9424	6	16	,	,	PUNCT
fcis-9424	6	17	games	game	NOUN
fcis-9424	6	18	and	and	CCONJ
fcis-9424	6	19	other	other	ADJ
fcis-9424	6	20	aspects	aspect	NOUN
fcis-9424	6	21	,	,	PUNCT
fcis-9424	6	22	data	datum	NOUN
fcis-9424	6	23	show	show	VERB
fcis-9424	6	24	that	that	SCONJ
fcis-9424	6	25	after	after	ADP
fcis-9424	6	26	entering	enter	VERB
fcis-9424	6	27	the	the	DET
fcis-9424	6	28	twenty	twenty	NUM
fcis-9424	6	29	-	-	PUNCT
fcis-9424	6	30	first	first	ADJ
fcis-9424	6	31	century	century	NOUN
fcis-9424	6	32	,	,	PUNCT
fcis-9424	6	33	people	people	NOUN
fcis-9424	6	34	's	's	PART
fcis-9424	6	35	demand	demand	NOUN
fcis-9424	6	36	for	for	ADP
fcis-9424	6	37	video	video	NOUN
fcis-9424	6	38	games	game	NOUN
fcis-9424	6	39	is	be	AUX
fcis-9424	6	40	growing	grow	VERB
fcis-9424	6	41	.	.	PUNCT
fcis-9424	7	1	in	in	ADP
fcis-9424	7	2	order	order	NOUN
fcis-9424	7	3	to	to	PART
fcis-9424	7	4	meet	meet	VERB
fcis-9424	7	5	the	the	DET
fcis-9424	7	6	needs	need	NOUN
fcis-9424	7	7	of	of	ADP
fcis-9424	7	8	the	the	DET
fcis-9424	7	9	majority	majority	NOUN
fcis-9424	7	10	of	of	ADP
fcis-9424	7	11	players	player	NOUN
fcis-9424	7	12	,	,	PUNCT
fcis-9424	7	13	and	and	CCONJ
fcis-9424	7	14	increase	increase	VERB
fcis-9424	7	15	the	the	DET
fcis-9424	7	16	playability	playability	NOUN
fcis-9424	7	17	of	of	ADP
fcis-9424	7	18	the	the	DET
fcis-9424	7	19	game	game	NOUN
fcis-9424	7	20	as	as	ADV
fcis-9424	7	21	well	well	ADV
fcis-9424	7	22	as	as	ADP
fcis-9424	7	23	fun	fun	NOUN
fcis-9424	7	24	,	,	PUNCT
fcis-9424	7	25	to	to	PART
fcis-9424	7	26	improve	improve	VERB
fcis-9424	7	27	the	the	DET
fcis-9424	7	28	playability	playability	NOUN
fcis-9424	7	29	and	and	CCONJ
fcis-9424	7	30	fun	fun	NOUN
fcis-9424	7	31	of	of	ADP
fcis-9424	7	32	the	the	DET
fcis-9424	7	33	game	game	NOUN
fcis-9424	7	34	mainly	mainly	ADV
fcis-9424	7	35	two	two	NUM
fcis-9424	7	36	points	point	NOUN
fcis-9424	7	37	,	,	PUNCT
fcis-9424	7	38	one	one	NUM
fcis-9424	7	39	is	be	AUX
fcis-9424	7	40	the	the	DET
fcis-9424	7	41	innovation	innovation	NOUN
fcis-9424	7	42	of	of	ADP
fcis-9424	7	43	the	the	DET
fcis-9424	7	44	game	game	NOUN
fcis-9424	7	45	,	,	PUNCT
fcis-9424	7	46	innovation	innovation	NOUN
fcis-9424	7	47	is	be	AUX
fcis-9424	7	48	the	the	DET
fcis-9424	7	49	core	core	NOUN
fcis-9424	7	50	of	of	ADP
fcis-9424	7	51	our	our	PRON
fcis-9424	7	52	development	development	NOUN
fcis-9424	7	53	,	,	PUNCT
fcis-9424	7	54	novel	novel	ADJ
fcis-9424	7	55	game	game	NOUN
fcis-9424	7	56	content	content	NOUN
fcis-9424	7	57	,	,	PUNCT
fcis-9424	7	58	different	different	ADJ
fcis-9424	7	59	game	game	NOUN
fcis-9424	7	60	operation	operation	NOUN
fcis-9424	7	61	,	,	PUNCT
fcis-9424	7	62	in	in	ADP
fcis-9424	7	63	the	the	DET
fcis-9424	7	64	game	game	NOUN
fcis-9424	7	65	to	to	PART
fcis-9424	7	66	experience	experience	VERB
fcis-9424	7	67	a	a	DET
fcis-9424	7	68	different	different	ADJ
fcis-9424	7	69	life	life	NOUN
fcis-9424	7	70	,	,	PUNCT
fcis-9424	7	71	play	play	VERB
fcis-9424	7	72	different	different	ADJ
fcis-9424	7	73	characters	character	NOUN
fcis-9424	7	74	,	,	PUNCT
fcis-9424	7	75	is	be	AUX
fcis-9424	7	76	the	the	DET
fcis-9424	7	77	main	main	ADJ
fcis-9424	7	78	original	original	ADJ
fcis-9424	7	79	video	video	NOUN
fcis-9424	7	80	game	game	NOUN
fcis-9424	7	81	to	to	PART
fcis-9424	7	82	attract	attract	VERB
fcis-9424	7	83	players	player	NOUN
fcis-9424	7	84	,	,	PUNCT
fcis-9424	7	85	followed	follow	VERB
fcis-9424	7	86	by	by	ADP
fcis-9424	7	87	the	the	DET
fcis-9424	7	88	challenge	challenge	NOUN
fcis-9424	7	89	of	of	ADP
fcis-9424	7	90	the	the	DET
fcis-9424	7	91	game	game	NOUN
fcis-9424	7	92	.	.	PUNCT
fcis-9424	8	1	the	the	DET
fcis-9424	8	2	sense	sense	NOUN
fcis-9424	8	3	of	of	ADP
fcis-9424	8	4	achievement	achievement	NOUN
fcis-9424	8	5	after	after	ADP
fcis-9424	8	6	the	the	DET
fcis-9424	8	7	difficult	difficult	ADJ
fcis-9424	8	8	completion	completion	NOUN
fcis-9424	8	9	of	of	ADP
fcis-9424	8	10	the	the	DET
fcis-9424	8	11	task	task	NOUN
fcis-9424	8	12	,	,	PUNCT
fcis-9424	8	13	"	"	PUNCT
fcis-9424	8	14	elden	elden	PROPN
fcis-9424	8	15	ring	ring	NOUN
fcis-9424	8	16	"	"	PUNCT
fcis-9424	8	17	is	be	AUX
fcis-9424	8	18	a	a	DET
fcis-9424	8	19	very	very	ADV
fcis-9424	8	20	difficult	difficult	ADJ
fcis-9424	8	21	rpg	rpg	NOUN
fcis-9424	8	22	(	(	PUNCT
fcis-9424	8	23	role	role	NOUN
fcis-9424	8	24	-	-	PUNCT
fcis-9424	8	25	playing	playing	NOUN
fcis-9424	8	26	game	game	NOUN
fcis-9424	8	27	)	)	PUNCT
fcis-9424	8	28	released	release	VERB
fcis-9424	8	29	in	in	ADP
fcis-9424	8	30	2022	2022	NUM
fcis-9424	8	31	,	,	PUNCT
fcis-9424	8	32	the	the	DET
fcis-9424	8	33	main	main	ADJ
fcis-9424	8	34	gameplay	gameplay	NOUN
fcis-9424	8	35	is	be	AUX
fcis-9424	8	36	to	to	PART
fcis-9424	8	37	explore	explore	VERB
fcis-9424	8	38	the	the	DET
fcis-9424	8	39	open	open	ADJ
fcis-9424	8	40	world	world	NOUN
fcis-9424	8	41	to	to	PART
fcis-9424	8	42	complete	complete	VERB
fcis-9424	8	43	the	the	DET
fcis-9424	8	44	task	task	NOUN
fcis-9424	8	45	,	,	PUNCT
fcis-9424	8	46	challenge	challenge	VERB
fcis-9424	8	47	the	the	DET
fcis-9424	8	48	powerful	powerful	ADJ
fcis-9424	8	49	enemies	enemy	NOUN
fcis-9424	8	50	,	,	PUNCT
fcis-9424	8	51	the	the	DET
fcis-9424	8	52	game	game	NOUN
fcis-9424	8	53	's	's	PART
fcis-9424	8	54	enemies	enemy	NOUN
fcis-9424	8	55	will	will	AUX
fcis-9424	8	56	also	also	ADV
fcis-9424	8	57	be	be	AUX
fcis-9424	8	58	strengthened	strengthen	VERB
fcis-9424	8	59	according	accord	VERB
fcis-9424	8	60	to	to	ADP
fcis-9424	8	61	the	the	DET
fcis-9424	8	62	growth	growth	NOUN
fcis-9424	8	63	of	of	ADP
fcis-9424	8	64	the	the	DET
fcis-9424	8	65	player	player	NOUN
fcis-9424	8	66	,	,	PUNCT
fcis-9424	8	67	in	in	ADP
fcis-9424	8	68	the	the	DET
fcis-9424	8	69	open	open	ADJ
fcis-9424	8	70	world	world	NOUN
fcis-9424	8	71	,	,	PUNCT
fcis-9424	8	72	the	the	DET
fcis-9424	8	73	enemy	enemy	NOUN
fcis-9424	8	74	will	will	AUX
fcis-9424	8	75	be	be	AUX
fcis-9424	8	76	based	base	VERB
fcis-9424	8	77	on	on	ADP
fcis-9424	8	78	the	the	DET
fcis-9424	8	79	player	player	NOUN
fcis-9424	8	80	's	's	PART
fcis-9424	8	81	behavior	behavior	NOUN
fcis-9424	8	82	to	to	PART
fcis-9424	8	83	block	block	VERB
fcis-9424	8	84	or	or	CCONJ
fcis-9424	8	85	counterattack	counterattack	VERB
fcis-9424	8	86	and	and	CCONJ
fcis-9424	8	87	other	other	ADJ
fcis-9424	8	88	behaviors	behavior	NOUN
fcis-9424	8	89	,	,	PUNCT
fcis-9424	8	90	there	there	PRON
fcis-9424	8	91	is	be	VERB
fcis-9424	8	92	no	no	DET
fcis-9424	8	93	fixed	fix	VERB
fcis-9424	8	94	template	template	NOUN
fcis-9424	8	95	of	of	ADP
fcis-9424	8	96	the	the	DET
fcis-9424	8	97	enemy	enemy	NOUN
fcis-9424	8	98	according	accord	VERB
fcis-9424	8	99	to	to	ADP
fcis-9424	8	100	the	the	DET
fcis-9424	8	101	level	level	NOUN
fcis-9424	8	102	of	of	ADP
fcis-9424	8	103	the	the	DET
fcis-9424	8	104	player	player	NOUN
fcis-9424	8	105	adaptive	adaptive	ADJ
fcis-9424	8	106	to	to	PART
fcis-9424	8	107	improve	improve	VERB
fcis-9424	8	108	the	the	DET
fcis-9424	8	109	difficulty	difficulty	NOUN
fcis-9424	8	110	of	of	ADP
fcis-9424	8	111	the	the	DET
fcis-9424	8	112	game	game	NOUN
fcis-9424	8	113	and	and	CCONJ
fcis-9424	8	114	improve	improve	VERB
fcis-9424	8	115	the	the	DET
fcis-9424	8	116	challenge	challenge	NOUN
fcis-9424	8	117	of	of	ADP
fcis-9424	8	118	the	the	DET
fcis-9424	8	119	game	game	NOUN
fcis-9424	8	120	.	.	PUNCT
fcis-9424	9	1	this	this	PRON
fcis-9424	9	2	is	be	AUX
fcis-9424	9	3	also	also	ADV
fcis-9424	9	4	true	true	ADJ
fcis-9424	9	5	for	for	ADP
fcis-9424	9	6	npcs	npc	NOUN
fcis-9424	9	7	in	in	ADP
fcis-9424	9	8	shooter	shooter	NOUN
fcis-9424	9	9	games	game	NOUN
fcis-9424	9	10	including	include	VERB
fcis-9424	9	11	call	call	NOUN
fcis-9424	9	12	of	of	ADP
fcis-9424	9	13	duty	duty	NOUN
fcis-9424	9	14	,	,	PUNCT
fcis-9424	9	15	where	where	SCONJ
fcis-9424	9	16	the	the	DET
fcis-9424	9	17	novel	novel	NOUN
fcis-9424	9	18	play	play	VERB
fcis-9424	9	19	patterns	pattern	NOUN
fcis-9424	9	20	of	of	ADP
fcis-9424	9	21	these	these	DET
fcis-9424	9	22	more	more	ADV
fcis-9424	9	23	intelligent	intelligent	ADJ
fcis-9424	9	24	npc	npc	NOUN
fcis-9424	9	25	characters	character	NOUN
fcis-9424	9	26	have	have	AUX
fcis-9424	9	27	improved	improve	VERB
fcis-9424	9	28	the	the	DET
fcis-9424	9	29	playability	playability	NOUN
fcis-9424	9	30	and	and	CCONJ
fcis-9424	9	31	interest	interest	NOUN
fcis-9424	9	32	of	of	ADP
fcis-9424	9	33	the	the	DET
fcis-9424	9	34	game	game	NOUN
fcis-9424	9	35	[	[	X
fcis-9424	9	36	1	1	NUM
fcis-9424	9	37	]	]	PUNCT
fcis-9424	9	38	.	.	PUNCT
fcis-9424	10	1	therefore	therefore	ADV
fcis-9424	10	2	,	,	PUNCT
fcis-9424	10	3	the	the	DET
fcis-9424	10	4	application	application	NOUN
fcis-9424	10	5	of	of	ADP
fcis-9424	10	6	ai	ai	PRON
fcis-9424	10	7	technology	technology	NOUN
fcis-9424	10	8	in	in	ADP
fcis-9424	10	9	video	video	NOUN
fcis-9424	10	10	games	game	NOUN
fcis-9424	10	11	has	have	AUX
fcis-9424	10	12	become	become	VERB
fcis-9424	10	13	a	a	DET
fcis-9424	10	14	trend	trend	NOUN
fcis-9424	10	15	in	in	ADP
fcis-9424	10	16	the	the	DET
fcis-9424	10	17	development	development	NOUN
fcis-9424	10	18	of	of	ADP
fcis-9424	10	19	video	video	NOUN
fcis-9424	10	20	games	game	NOUN
fcis-9424	10	21	,	,	PUNCT
fcis-9424	10	22	and	and	CCONJ
fcis-9424	10	23	major	major	ADJ
fcis-9424	10	24	game	game	NOUN
fcis-9424	10	25	makers	maker	NOUN
fcis-9424	10	26	have	have	AUX
fcis-9424	10	27	introduced	introduce	VERB
fcis-9424	10	28	ai	ai	VERB
fcis-9424	10	29	technology	technology	NOUN
fcis-9424	10	30	to	to	PART
fcis-9424	10	31	improve	improve	VERB
fcis-9424	10	32	the	the	DET
fcis-9424	10	33	competitiveness	competitiveness	NOUN
fcis-9424	10	34	of	of	ADP
fcis-9424	10	35	their	their	PRON
fcis-9424	10	36	games	game	NOUN
fcis-9424	10	37	,	,	PUNCT
fcis-9424	10	38	with	with	ADP
fcis-9424	10	39	japanese	japanese	ADJ
fcis-9424	10	40	game	game	NOUN
fcis-9424	10	41	maker	maker	NOUN
fcis-9424	10	42	nintendo	nintendo	NOUN
fcis-9424	10	43	cooperating	cooperate	VERB
fcis-9424	10	44	with	with	ADP
fcis-9424	10	45	japan	japan	PROPN
fcis-9424	10	46	's	's	PART
fcis-9424	10	47	largest	large	ADJ
fcis-9424	10	48	ai	ai	ADJ
fcis-9424	10	49	development	development	NOUN
fcis-9424	10	50	company	company	NOUN
fcis-9424	10	51	heroz	heroz	PROPN
fcis-9424	10	52	,	,	PUNCT
fcis-9424	10	53	china	china	PROPN
fcis-9424	10	54	's	's	PART
fcis-9424	10	55	tencent	tencent	NOUN
fcis-9424	10	56	creating	create	VERB
fcis-9424	10	57	the	the	DET
fcis-9424	10	58	"	"	PUNCT
fcis-9424	10	59	kaiwu	kaiwu	NOUN
fcis-9424	10	60	"	"	PUNCT
fcis-9424	10	61	ai	ai	ADJ
fcis-9424	10	62	game	game	NOUN
fcis-9424	10	63	platform	platform	NOUN
fcis-9424	10	64	,	,	PUNCT
fcis-9424	10	65	and	and	CCONJ
fcis-9424	10	66	netease	netease	PROPN
fcis-9424	10	67	creating	create	VERB
fcis-9424	10	68	the	the	DET
fcis-9424	10	69	first	first	ADJ
fcis-9424	10	70	game	game	NOUN
fcis-9424	10	71	in	in	ADP
fcis-9424	10	72	china	china	PROPN
fcis-9424	10	73	.	.	PUNCT
fcis-9424	11	1	netease	netease	PROPN
fcis-9424	11	2	also	also	ADV
fcis-9424	11	3	created	create	VERB
fcis-9424	11	4	the	the	DET
fcis-9424	11	5	first	first	ADJ
fcis-9424	11	6	domestic	domestic	ADJ
fcis-9424	11	7	game	game	NOUN
fcis-9424	11	8	ai	ai	VERB
fcis-9424	11	9	development	development	NOUN
fcis-9424	11	10	studio	studio	NOUN
fcis-9424	11	11	"	"	PUNCT
fcis-9424	11	12	fuxi	fuxi	NOUN
fcis-9424	11	13	lab	lab	NOUN
fcis-9424	11	14	"	"	PUNCT
fcis-9424	11	15	,	,	PUNCT
fcis-9424	11	16	the	the	DET
fcis-9424	11	17	united	united	PROPN
fcis-9424	11	18	states	states	PROPN
fcis-9424	11	19	blizzard	blizzard	NOUN
fcis-9424	11	20	entertainment	entertainment	NOUN
fcis-9424	11	21	also	also	ADV
fcis-9424	11	22	cooperated	cooperate	VERB
fcis-9424	11	23	with	with	ADP
fcis-9424	11	24	google	google	PROPN
fcis-9424	11	25	's	's	PART
fcis-9424	11	26	deepmind	deepmind	NOUN
fcis-9424	11	27	,	,	PUNCT
fcis-9424	11	28	and	and	CCONJ
fcis-9424	11	29	recently	recently	ADV
fcis-9424	11	30	ubisoft	ubisoft	ADJ
fcis-9424	11	31	,	,	PUNCT
fcis-9424	11	32	a	a	DET
fcis-9424	11	33	multinational	multinational	ADJ
fcis-9424	11	34	game	game	NOUN
fcis-9424	11	35	company	company	NOUN
fcis-9424	11	36	,	,	PUNCT
fcis-9424	11	37	independently	independently	ADV
fcis-9424	11	38	developed	develop	VERB
fcis-9424	11	39	an	an	DET
fcis-9424	11	40	ai	ai	NOUN
fcis-9424	11	41	tool	tool	NOUN
fcis-9424	11	42	for	for	ADP
fcis-9424	11	43	automatically	automatically	ADV
fcis-9424	11	44	generating	generate	VERB
fcis-9424	11	45	video	video	NOUN
fcis-9424	11	46	game	game	NOUN
fcis-9424	11	47	npc	npc	NOUN
fcis-9424	11	48	dialogues	dialogue	NOUN
fcis-9424	11	49	.	.	PUNCT
fcis-9424	12	1	first	first	ADV
fcis-9424	12	2	of	of	ADP
fcis-9424	12	3	all	all	PRON
fcis-9424	12	4	,	,	PUNCT
fcis-9424	12	5	for	for	ADP
fcis-9424	12	6	developers	developer	NOUN
fcis-9424	12	7	,	,	PUNCT
fcis-9424	12	8	it	it	PRON
fcis-9424	12	9	can	can	AUX
fcis-9424	12	10	assist	assist	VERB
fcis-9424	12	11	game	game	NOUN
fcis-9424	12	12	development	development	NOUN
fcis-9424	12	13	,	,	PUNCT
fcis-9424	12	14	reduce	reduce	VERB
fcis-9424	12	15	game	game	NOUN
fcis-9424	12	16	production	production	NOUN
fcis-9424	12	17	costs	cost	NOUN
fcis-9424	12	18	,	,	PUNCT
fcis-9424	12	19	make	make	VERB
fcis-9424	12	20	game	game	NOUN
fcis-9424	12	21	development	development	NOUN
fcis-9424	12	22	convenient	convenient	ADJ
fcis-9424	12	23	,	,	PUNCT
fcis-9424	12	24	produce	produce	VERB
fcis-9424	12	25	higher	high	ADJ
fcis-9424	12	26	quality	quality	NOUN
fcis-9424	12	27	games	game	NOUN
fcis-9424	12	28	in	in	ADP
fcis-9424	12	29	a	a	DET
fcis-9424	12	30	shorter	short	ADJ
fcis-9424	12	31	time	time	NOUN
fcis-9424	12	32	,	,	PUNCT
fcis-9424	12	33	reduce	reduce	VERB
fcis-9424	12	34	the	the	DET
fcis-9424	12	35	workload	workload	NOUN
fcis-9424	12	36	of	of	ADP
fcis-9424	12	37	developers	developer	NOUN
fcis-9424	12	38	,	,	PUNCT
fcis-9424	12	39	and	and	CCONJ
fcis-9424	12	40	make	make	VERB
fcis-9424	12	41	the	the	DET
fcis-9424	12	42	game	game	NOUN
fcis-9424	12	43	realistic	realistic	ADJ
fcis-9424	12	44	in	in	ADP
fcis-9424	12	45	the	the	DET
fcis-9424	12	46	player	player	NOUN
fcis-9424	12	47	's	's	PART
fcis-9424	12	48	game	game	NOUN
fcis-9424	12	49	experience	experience	NOUN
fcis-9424	12	50	,	,	PUNCT
fcis-9424	12	51	improve	improve	VERB
fcis-9424	12	52	playability	playability	NOUN
fcis-9424	12	53	and	and	CCONJ
fcis-9424	12	54	fun	fun	NOUN
fcis-9424	12	55	.	.	PUNCT
fcis-9424	13	1	2	2	X
fcis-9424	13	2	.	.	X
fcis-9424	13	3	current	current	ADJ
fcis-9424	13	4	status	status	NOUN
fcis-9424	13	5	of	of	ADP
fcis-9424	13	6	domestic	domestic	ADJ
fcis-9424	13	7	and	and	CCONJ
fcis-9424	13	8	international	international	ADJ
fcis-9424	13	9	research	research	NOUN
fcis-9424	13	10	when	when	SCONJ
fcis-9424	13	11	artificial	artificial	ADJ
fcis-9424	13	12	intelligence	intelligence	NOUN
fcis-9424	13	13	technology	technology	NOUN
fcis-9424	13	14	was	be	AUX
fcis-9424	13	15	not	not	PART
fcis-9424	13	16	introduced	introduce	VERB
fcis-9424	13	17	into	into	ADP
fcis-9424	13	18	the	the	DET
fcis-9424	13	19	development	development	NOUN
fcis-9424	13	20	of	of	ADP
fcis-9424	13	21	video	video	NOUN
fcis-9424	13	22	games	game	NOUN
fcis-9424	13	23	,	,	PUNCT
fcis-9424	13	24	the	the	DET
fcis-9424	13	25	behavior	behavior	NOUN
fcis-9424	13	26	of	of	ADP
fcis-9424	13	27	npc	npc	NOUN
fcis-9424	13	28	characters	character	NOUN
fcis-9424	13	29	interacting	interact	VERB
fcis-9424	13	30	with	with	ADP
fcis-9424	13	31	players	player	NOUN
fcis-9424	13	32	in	in	ADP
fcis-9424	13	33	the	the	DET
fcis-9424	13	34	game	game	NOUN
fcis-9424	13	35	was	be	AUX
fcis-9424	13	36	designed	design	VERB
fcis-9424	13	37	in	in	ADP
fcis-9424	13	38	advance	advance	NOUN
fcis-9424	13	39	and	and	CCONJ
fcis-9424	13	40	would	would	AUX
fcis-9424	13	41	not	not	PART
fcis-9424	13	42	change	change	VERB
fcis-9424	13	43	according	accord	VERB
fcis-9424	13	44	to	to	ADP
fcis-9424	13	45	the	the	DET
fcis-9424	13	46	player	player	NOUN
fcis-9424	13	47	's	's	PART
fcis-9424	13	48	operation	operation	NOUN
fcis-9424	13	49	or	or	CCONJ
fcis-9424	13	50	environmental	environmental	ADJ
fcis-9424	13	51	changes	change	NOUN
fcis-9424	13	52	caused	cause	VERB
fcis-9424	13	53	by	by	ADP
fcis-9424	13	54	the	the	DET
fcis-9424	13	55	player	player	NOUN
fcis-9424	13	56	.	.	PUNCT
fcis-9424	14	1	npcs	npc	NOUN
fcis-9424	14	2	also	also	ADV
fcis-9424	14	3	can	can	AUX
fcis-9424	14	4	make	make	VERB
fcis-9424	14	5	corresponding	corresponding	ADJ
fcis-9424	14	6	responses	response	NOUN
fcis-9424	14	7	based	base	VERB
fcis-9424	14	8	on	on	ADP
fcis-9424	14	9	the	the	DET
fcis-9424	14	10	player	player	NOUN
fcis-9424	14	11	's	's	PART
fcis-9424	14	12	actions	action	NOUN
fcis-9424	14	13	.	.	PUNCT
fcis-9424	15	1	the	the	DET
fcis-9424	15	2	most	most	ADV
fcis-9424	15	3	prominent	prominent	ADJ
fcis-9424	15	4	form	form	NOUN
fcis-9424	15	5	is	be	AUX
fcis-9424	15	6	the	the	DET
fcis-9424	15	7	fighting	fighting	NOUN
fcis-9424	15	8	game	game	NOUN
fcis-9424	15	9	in	in	ADP
fcis-9424	15	10	which	which	PRON
fcis-9424	15	11	the	the	DET
fcis-9424	15	12	ai	ai	NOUN
fcis-9424	15	13	controls	control	VERB
fcis-9424	15	14	the	the	DET
fcis-9424	15	15	npcs	npc	NOUN
fcis-9424	15	16	as	as	SCONJ
fcis-9424	15	17	the	the	DET
fcis-9424	15	18	player	player	NOUN
fcis-9424	15	19	's	's	PART
fcis-9424	15	20	enemies	enemy	NOUN
fcis-9424	15	21	to	to	PART
fcis-9424	15	22	fight	fight	VERB
fcis-9424	15	23	[	[	X
fcis-9424	15	24	1	1	NUM
fcis-9424	15	25	]	]	PUNCT
fcis-9424	15	26	.	.	PUNCT
fcis-9424	16	1	the	the	DET
fcis-9424	16	2	most	most	ADV
fcis-9424	16	3	classic	classic	ADJ
fcis-9424	16	4	and	and	CCONJ
fcis-9424	16	5	familiar	familiar	ADJ
fcis-9424	16	6	application	application	NOUN
fcis-9424	16	7	of	of	ADP
fcis-9424	16	8	artificial	artificial	ADJ
fcis-9424	16	9	intelligence	intelligence	NOUN
fcis-9424	16	10	in	in	ADP
fcis-9424	16	11	games	game	NOUN
fcis-9424	16	12	is	be	AUX
fcis-9424	16	13	the	the	DET
fcis-9424	16	14	application	application	NOUN
fcis-9424	16	15	in	in	ADP
fcis-9424	16	16	chess	chess	NOUN
fcis-9424	16	17	games	game	NOUN
fcis-9424	16	18	,	,	PUNCT
fcis-9424	16	19	the	the	DET
fcis-9424	16	20	best	good	ADJ
fcis-9424	16	21	of	of	ADP
fcis-9424	16	22	which	which	PRON
fcis-9424	16	23	is	be	AUX
fcis-9424	16	24	alphago	alphago	PROPN
fcis-9424	16	25	,	,	PUNCT
fcis-9424	16	26	the	the	DET
fcis-9424	16	27	ai	ai	INTJ
fcis-9424	16	28	that	that	PRON
fcis-9424	16	29	defeated	defeat	VERB
fcis-9424	16	30	the	the	DET
fcis-9424	16	31	human	human	ADJ
fcis-9424	16	32	go	go	NOUN
fcis-9424	16	33	champion	champion	NOUN
fcis-9424	16	34	.	.	PUNCT
fcis-9424	17	1	was	be	AUX
fcis-9424	17	2	introduced	introduce	VERB
fcis-9424	17	3	,	,	PUNCT
fcis-9424	17	4	which	which	PRON
fcis-9424	17	5	defeated	defeat	VERB
fcis-9424	17	6	alphago	alphago	NOUN
fcis-9424	17	7	,	,	PUNCT
fcis-9424	17	8	and	and	CCONJ
fcis-9424	17	9	alphazero	alphazero	NOUN
fcis-9424	17	10	outperformed	outperform	VERB
fcis-9424	17	11	other	other	ADJ
fcis-9424	17	12	super	super	ADJ
fcis-9424	17	13	-	-	ADJ
fcis-9424	17	14	level	level	ADJ
fcis-9424	17	15	ai	ai	VERB
fcis-9424	17	16	in	in	ADP
fcis-9424	17	17	go	go	NOUN
fcis-9424	17	18	,	,	PUNCT
fcis-9424	17	19	chess	chess	NOUN
fcis-9424	17	20	,	,	PUNCT
fcis-9424	17	21	and	and	CCONJ
fcis-9424	17	22	chess	chess	NOUN
fcis-9424	17	23	.	.	PUNCT
fcis-9424	18	1	however	however	ADV
fcis-9424	18	2	,	,	PUNCT
fcis-9424	18	3	alphazero	alphazero	NOUN
fcis-9424	18	4	is	be	AUX
fcis-9424	18	5	not	not	PART
fcis-9424	18	6	suitable	suitable	ADJ
fcis-9424	18	7	as	as	ADP
fcis-9424	18	8	an	an	DET
fcis-9424	18	9	opponent	opponent	NOUN
fcis-9424	18	10	for	for	ADP
fcis-9424	18	11	human	human	ADJ
fcis-9424	18	12	players	player	NOUN
fcis-9424	18	13	because	because	SCONJ
fcis-9424	18	14	alphazero	alphazero	NOUN
fcis-9424	18	15	is	be	AUX
fcis-9424	18	16	too	too	ADV
fcis-9424	18	17	powerful	powerful	ADJ
fcis-9424	18	18	for	for	ADP
fcis-9424	18	19	almost	almost	ADV
fcis-9424	18	20	all	all	PRON
fcis-9424	18	21	human	human	ADJ
fcis-9424	18	22	players	player	NOUN
fcis-9424	18	23	.	.	PUNCT
fcis-9424	19	1	if	if	SCONJ
fcis-9424	19	2	a	a	DET
fcis-9424	19	3	game	game	NOUN
fcis-9424	19	4	is	be	AUX
fcis-9424	19	5	too	too	ADV
fcis-9424	19	6	easy	easy	ADJ
fcis-9424	19	7	or	or	CCONJ
fcis-9424	19	8	too	too	ADV
fcis-9424	19	9	difficult	difficult	ADJ
fcis-9424	19	10	,	,	PUNCT
fcis-9424	19	11	then	then	ADV
fcis-9424	19	12	players	player	NOUN
fcis-9424	19	13	will	will	AUX
fcis-9424	19	14	give	give	VERB
fcis-9424	19	15	up	up	ADP
fcis-9424	19	16	on	on	ADP
fcis-9424	19	17	the	the	DET
fcis-9424	19	18	game	game	NOUN
fcis-9424	19	19	.	.	PUNCT
fcis-9424	20	1	initially	initially	ADV
fcis-9424	20	2	,	,	PUNCT
fcis-9424	20	3	people	people	NOUN
fcis-9424	20	4	used	use	VERB
fcis-9424	20	5	a	a	DET
fcis-9424	20	6	kind	kind	NOUN
fcis-9424	20	7	of	of	ADP
fcis-9424	20	8	static	static	ADJ
fcis-9424	20	9	level	level	NOUN
fcis-9424	20	10	distinction	distinction	NOUN
fcis-9424	20	11	between	between	ADP
fcis-9424	20	12	easy	easy	ADJ
fcis-9424	20	13	,	,	PUNCT
fcis-9424	20	14	standard	standard	ADJ
fcis-9424	20	15	,	,	PUNCT
fcis-9424	20	16	difficult	difficult	ADJ
fcis-9424	20	17	,	,	PUNCT
fcis-9424	20	18	and	and	CCONJ
fcis-9424	20	19	similar	similar	ADJ
fcis-9424	20	20	levels	level	NOUN
fcis-9424	20	21	in	in	ADP
fcis-9424	20	22	order	order	NOUN
fcis-9424	20	23	to	to	PART
fcis-9424	20	24	differentiate	differentiate	VERB
fcis-9424	20	25	game	game	NOUN
fcis-9424	20	26	levels	level	NOUN
fcis-9424	20	27	,	,	PUNCT
fcis-9424	20	28	and	and	CCONJ
fcis-9424	20	29	with	with	ADP
fcis-9424	20	30	the	the	DET
fcis-9424	20	31	development	development	NOUN
fcis-9424	20	32	of	of	ADP
fcis-9424	20	33	artificial	artificial	ADJ
fcis-9424	20	34	intelligence	intelligence	NOUN
fcis-9424	20	35	technology	technology	NOUN
fcis-9424	20	36	,	,	PUNCT
fcis-9424	20	37	people	people	NOUN
fcis-9424	20	38	began	begin	VERB
fcis-9424	20	39	to	to	PART
fcis-9424	20	40	consider	consider	VERB
fcis-9424	20	41	how	how	SCONJ
fcis-9424	20	42	to	to	PART
fcis-9424	20	43	use	use	VERB
fcis-9424	20	44	artificial	artificial	ADJ
fcis-9424	20	45	intelligence	intelligence	NOUN
fcis-9424	20	46	to	to	PART
fcis-9424	20	47	replace	replace	VERB
fcis-9424	20	48	the	the	DET
fcis-9424	20	49	static	static	ADJ
fcis-9424	20	50	division	division	NOUN
fcis-9424	20	51	.	.	PUNCT
fcis-9424	21	1	as	as	ADP
fcis-9424	21	2	google	google	PROPN
fcis-9424	21	3	who	who	PRON
fcis-9424	21	4	57	57	NUM
fcis-9424	21	5	developed	develop	VERB
fcis-9424	21	6	alphago	alphago	NOUN
fcis-9424	21	7	zero	zero	NUM
fcis-9424	21	8	,	,	PUNCT
fcis-9424	21	9	they	they	PRON
fcis-9424	21	10	later	later	ADV
fcis-9424	21	11	launched	launch	VERB
fcis-9424	21	12	alphadda	alphadda	NOUN
fcis-9424	21	13	which	which	PRON
fcis-9424	21	14	is	be	AUX
fcis-9424	21	15	an	an	DET
fcis-9424	21	16	algorithm	algorithm	NOUN
fcis-9424	21	17	that	that	PRON
fcis-9424	21	18	can	can	AUX
fcis-9424	21	19	automatically	automatically	ADV
fcis-9424	21	20	adjust	adjust	VERB
fcis-9424	21	21	the	the	DET
fcis-9424	21	22	difficulty	difficulty	NOUN
fcis-9424	21	23	of	of	ADP
fcis-9424	21	24	the	the	DET
fcis-9424	21	25	game	game	NOUN
fcis-9424	21	26	by	by	ADP
fcis-9424	21	27	analyzing	analyze	VERB
fcis-9424	21	28	the	the	DET
fcis-9424	21	29	level	level	NOUN
fcis-9424	21	30	of	of	ADP
fcis-9424	21	31	the	the	DET
fcis-9424	21	32	player	player	NOUN
fcis-9424	21	33	[	[	X
fcis-9424	21	34	2	2	NUM
fcis-9424	21	35	]	]	PUNCT
fcis-9424	21	36	.	.	PUNCT
fcis-9424	22	1	the	the	DET
fcis-9424	22	2	recent	recent	ADJ
fcis-9424	22	3	development	development	NOUN
fcis-9424	22	4	of	of	ADP
fcis-9424	22	5	ghostwriter	ghostwriter	NOUN
fcis-9424	22	6	by	by	ADP
fcis-9424	22	7	ubisoft	ubisoft	PROPN
fcis-9424	22	8	has	have	AUX
fcis-9424	22	9	also	also	ADV
fcis-9424	22	10	turned	turn	VERB
fcis-9424	22	11	game	game	NOUN
fcis-9424	22	12	production	production	NOUN
fcis-9424	22	13	upside	upside	ADV
fcis-9424	22	14	down	down	ADV
fcis-9424	22	15	.	.	PUNCT
fcis-9424	23	1	this	this	PRON
fcis-9424	23	2	ai	ai	VERB
fcis-9424	23	3	tool	tool	NOUN
fcis-9424	23	4	can	can	AUX
fcis-9424	23	5	automatically	automatically	ADV
fcis-9424	23	6	generate	generate	VERB
fcis-9424	23	7	dialogue	dialogue	NOUN
fcis-9424	23	8	for	for	ADP
fcis-9424	23	9	video	video	NOUN
fcis-9424	23	10	game	game	NOUN
fcis-9424	23	11	npcs	npc	NOUN
fcis-9424	23	12	,	,	PUNCT
fcis-9424	23	13	which	which	PRON
fcis-9424	23	14	can	can	AUX
fcis-9424	23	15	not	not	PART
fcis-9424	23	16	replace	replace	VERB
fcis-9424	23	17	the	the	DET
fcis-9424	23	18	video	video	NOUN
fcis-9424	23	19	game	game	NOUN
fcis-9424	23	20	developer	developer	NOUN
fcis-9424	23	21	but	but	CCONJ
fcis-9424	23	22	relieves	relieve	VERB
fcis-9424	23	23	the	the	DET
fcis-9424	23	24	author	author	NOUN
fcis-9424	23	25	of	of	ADP
fcis-9424	23	26	the	the	DET
fcis-9424	23	27	onerous	onerous	ADJ
fcis-9424	23	28	task	task	NOUN
fcis-9424	23	29	.	.	PUNCT
fcis-9424	24	1	in	in	ADP
fcis-9424	24	2	fact	fact	NOUN
fcis-9424	24	3	,	,	PUNCT
fcis-9424	24	4	automatic	automatic	ADJ
fcis-9424	24	5	game	game	NOUN
fcis-9424	24	6	play	play	NOUN
fcis-9424	24	7	is	be	AUX
fcis-9424	24	8	the	the	DET
fcis-9424	24	9	basis	basis	NOUN
fcis-9424	24	10	for	for	ADP
fcis-9424	24	11	training	training	NOUN
fcis-9424	24	12	ai	ai	PROPN
fcis-9424	24	13	game	game	NOUN
fcis-9424	24	14	ai	ai	NOUN
fcis-9424	24	15	,	,	PUNCT
fcis-9424	24	16	2019	2019	NUM
fcis-9424	24	17	openai	openai	NOUN
fcis-9424	24	18	through	through	ADP
fcis-9424	24	19	reinforcement	reinforcement	NOUN
fcis-9424	24	20	learning	learning	NOUN
fcis-9424	24	21	methods	method	NOUN
fcis-9424	24	22	to	to	PART
fcis-9424	24	23	train	train	VERB
fcis-9424	24	24	a	a	DET
fcis-9424	24	25	set	set	NOUN
fcis-9424	24	26	of	of	ADP
fcis-9424	24	27	team	team	NOUN
fcis-9424	24	28	-	-	PUNCT
fcis-9424	24	29	based	base	VERB
fcis-9424	24	30	hide	hide	NOUN
fcis-9424	24	31	-	-	PUNCT
fcis-9424	24	32	and	and	CCONJ
fcis-9424	24	33	-	-	PUNCT
fcis-9424	24	34	seek	seek	VERB
fcis-9424	24	35	game	game	NOUN
fcis-9424	24	36	ai	ai	VERB
fcis-9424	24	37	,	,	PUNCT
fcis-9424	24	38	they	they	PRON
fcis-9424	24	39	are	be	AUX
fcis-9424	24	40	red	red	ADJ
fcis-9424	24	41	seekers	seeker	NOUN
fcis-9424	24	42	and	and	CCONJ
fcis-9424	24	43	blue	blue	ADJ
fcis-9424	24	44	hiders	hider	NOUN
fcis-9424	24	45	,	,	PUNCT
fcis-9424	24	46	the	the	DET
fcis-9424	24	47	game	game	NOUN
fcis-9424	24	48	environment	environment	NOUN
fcis-9424	24	49	is	be	AUX
fcis-9424	24	50	scattered	scatter	VERB
fcis-9424	24	51	with	with	ADP
fcis-9424	24	52	some	some	DET
fcis-9424	24	53	objects	object	NOUN
fcis-9424	24	54	,	,	PUNCT
fcis-9424	24	55	both	both	DET
fcis-9424	24	56	sides	side	NOUN
fcis-9424	24	57	can	can	AUX
fcis-9424	24	58	grab	grab	VERB
fcis-9424	24	59	and	and	CCONJ
fcis-9424	24	60	lock	lock	VERB
fcis-9424	24	61	in	in	ADP
fcis-9424	24	62	place	place	NOUN
fcis-9424	24	63	,	,	PUNCT
fcis-9424	24	64	used	use	VERB
fcis-9424	24	65	to	to	PART
fcis-9424	24	66	stop	stop	VERB
fcis-9424	24	67	each	each	DET
fcis-9424	24	68	other	other	ADJ
fcis-9424	24	69	's	's	PART
fcis-9424	24	70	line	line	NOUN
fcis-9424	24	71	,	,	PUNCT
fcis-9424	24	72	in	in	ADP
fcis-9424	24	73	many	many	ADJ
fcis-9424	24	74	experiments	experiment	NOUN
fcis-9424	24	75	appeared	appear	VERB
fcis-9424	24	76	a	a	DET
fcis-9424	24	77	surprising	surprising	ADJ
fcis-9424	24	78	effects	effect	NOUN
fcis-9424	24	79	,	,	PUNCT
fcis-9424	24	80	not	not	PART
fcis-9424	24	81	only	only	ADV
fcis-9424	24	82	showing	show	VERB
fcis-9424	24	83	superb	superb	ADJ
fcis-9424	24	84	dexterity	dexterity	NOUN
fcis-9424	24	85	to	to	ADP
fcis-9424	24	86	collar	collar	NOUN
fcis-9424	24	87	tools	tool	NOUN
fcis-9424	24	88	for	for	ADP
fcis-9424	24	89	dodging	dodge	VERB
fcis-9424	24	90	or	or	CCONJ
fcis-9424	24	91	blocking	block	VERB
fcis-9424	24	92	,	,	PUNCT
fcis-9424	24	93	the	the	DET
fcis-9424	24	94	ai	ai	VERB
fcis-9424	24	95	even	even	ADV
fcis-9424	24	96	learned	learn	VERB
fcis-9424	24	97	to	to	PART
fcis-9424	24	98	work	work	VERB
fcis-9424	24	99	in	in	ADP
fcis-9424	24	100	teams	team	NOUN
fcis-9424	24	101	[	[	X
fcis-9424	24	102	3	3	NUM
fcis-9424	24	103	]	]	PUNCT
fcis-9424	24	104	.	.	PUNCT
fcis-9424	25	1	deepmind	deepmind	PROPN
fcis-9424	25	2	,	,	PUNCT
fcis-9424	25	3	the	the	DET
fcis-9424	25	4	company	company	NOUN
fcis-9424	25	5	that	that	PRON
fcis-9424	25	6	made	make	VERB
fcis-9424	25	7	alphago	alphago	NOUN
fcis-9424	25	8	,	,	PUNCT
fcis-9424	25	9	partnered	partner	VERB
fcis-9424	25	10	with	with	ADP
fcis-9424	25	11	blizzard	blizzard	NOUN
fcis-9424	25	12	's	's	PART
fcis-9424	25	13	starcraft	starcraft	NOUN
fcis-9424	25	14	2	2	NUM
fcis-9424	25	15	to	to	PART
fcis-9424	25	16	anonymously	anonymously	ADV
fcis-9424	25	17	enter	enter	VERB
fcis-9424	25	18	the	the	DET
fcis-9424	25	19	game	game	NOUN
fcis-9424	25	20	's	's	PART
fcis-9424	25	21	ladder	ladder	NOUN
fcis-9424	25	22	matchmaking	matchmaking	NOUN
fcis-9424	25	23	mode	mode	NOUN
fcis-9424	25	24	with	with	ADP
fcis-9424	25	25	a	a	DET
fcis-9424	25	26	new	new	ADJ
fcis-9424	25	27	ai	ai	NOUN
fcis-9424	25	28	,	,	PUNCT
fcis-9424	25	29	alphastar	alphastar	ADJ
fcis-9424	25	30	,	,	PUNCT
fcis-9424	25	31	to	to	PART
fcis-9424	25	32	play	play	VERB
fcis-9424	25	33	against	against	ADP
fcis-9424	25	34	real	real	ADJ
fcis-9424	25	35	players	player	NOUN
fcis-9424	25	36	and	and	CCONJ
fcis-9424	25	37	collect	collect	VERB
fcis-9424	25	38	data	datum	NOUN
fcis-9424	25	39	.	.	PUNCT
fcis-9424	26	1	at	at	ADP
fcis-9424	26	2	present	present	ADJ
fcis-9424	26	3	,	,	PUNCT
fcis-9424	26	4	the	the	DET
fcis-9424	26	5	commonly	commonly	ADV
fcis-9424	26	6	used	use	VERB
fcis-9424	26	7	game	game	NOUN
fcis-9424	26	8	artificial	artificial	ADJ
fcis-9424	26	9	intelligence	intelligence	NOUN
fcis-9424	26	10	technology	technology	NOUN
fcis-9424	26	11	mainly	mainly	ADV
fcis-9424	26	12	includes	include	VERB
fcis-9424	26	13	this	this	DET
fcis-9424	26	14	kind	kind	NOUN
fcis-9424	26	15	,	,	PUNCT
fcis-9424	26	16	first	first	ADV
fcis-9424	26	17	of	of	ADP
fcis-9424	26	18	all	all	PRON
fcis-9424	26	19	,	,	PUNCT
fcis-9424	26	20	the	the	DET
fcis-9424	26	21	finite	finite	ADJ
fcis-9424	26	22	state	state	NOUN
fcis-9424	26	23	machine	machine	NOUN
fcis-9424	26	24	,	,	PUNCT
fcis-9424	26	25	and	and	CCONJ
fcis-9424	26	26	then	then	ADV
fcis-9424	26	27	there	there	PRON
fcis-9424	26	28	is	be	VERB
fcis-9424	26	29	the	the	DET
fcis-9424	26	30	most	most	ADV
fcis-9424	26	31	commonly	commonly	ADV
fcis-9424	26	32	used	use	VERB
fcis-9424	26	33	technology	technology	NOUN
fcis-9424	26	34	when	when	SCONJ
fcis-9424	26	35	building	build	VERB
fcis-9424	26	36	a	a	DET
fcis-9424	26	37	game	game	NOUN
fcis-9424	26	38	decision	decision	NOUN
fcis-9424	26	39	-	-	PUNCT
fcis-9424	26	40	making	make	VERB
fcis-9424	26	41	system	system	NOUN
fcis-9424	26	42	.	.	PUNCT
fcis-9424	27	1	it	it	PRON
fcis-9424	27	2	is	be	AUX
fcis-9424	27	3	the	the	DET
fcis-9424	27	4	simplest	simple	ADJ
fcis-9424	27	5	,	,	PUNCT
fcis-9424	27	6	most	most	ADV
fcis-9424	27	7	effective	effective	ADJ
fcis-9424	27	8	,	,	PUNCT
fcis-9424	27	9	and	and	CCONJ
fcis-9424	27	10	most	most	ADV
fcis-9424	27	11	commonly	commonly	ADV
fcis-9424	27	12	used	use	VERB
fcis-9424	27	13	method	method	NOUN
fcis-9424	27	14	in	in	ADP
fcis-9424	27	15	ai	ai	PROPN
fcis-9424	27	16	systems	system	NOUN
fcis-9424	27	17	,	,	PUNCT
fcis-9424	27	18	such	such	ADJ
fcis-9424	27	19	as	as	ADP
fcis-9424	27	20	red	red	ADJ
fcis-9424	27	21	alert	alert	NOUN
fcis-9424	27	22	,	,	PUNCT
fcis-9424	27	23	mount	mount	PROPN
fcis-9424	27	24	&	&	CCONJ
fcis-9424	27	25	blade	blade	NOUN
fcis-9424	27	26	and	and	CCONJ
fcis-9424	27	27	other	other	ADJ
fcis-9424	27	28	games	game	NOUN
fcis-9424	27	29	that	that	PRON
fcis-9424	27	30	require	require	VERB
fcis-9424	27	31	players	player	NOUN
fcis-9424	27	32	to	to	PART
fcis-9424	27	33	give	give	VERB
fcis-9424	27	34	logic	logic	NOUN
fcis-9424	27	35	,	,	PUNCT
fcis-9424	27	36	movement	movement	NOUN
fcis-9424	27	37	and	and	CCONJ
fcis-9424	27	38	other	other	ADJ
fcis-9424	27	39	action	action	NOUN
fcis-9424	27	40	commands	command	NOUN
fcis-9424	27	41	to	to	ADP
fcis-9424	27	42	the	the	DET
fcis-9424	27	43	characters	character	NOUN
fcis-9424	27	44	in	in	ADP
fcis-9424	27	45	the	the	DET
fcis-9424	27	46	game	game	NOUN
fcis-9424	27	47	.	.	PUNCT
fcis-9424	28	1	randomness	randomness	NOUN
fcis-9424	28	2	and	and	CCONJ
fcis-9424	28	3	probability	probability	NOUN
fcis-9424	28	4	:	:	PUNCT
fcis-9424	28	5	increase	increase	VERB
fcis-9424	28	6	the	the	DET
fcis-9424	28	7	uncertainty	uncertainty	NOUN
fcis-9424	28	8	of	of	ADP
fcis-9424	28	9	the	the	DET
fcis-9424	28	10	game	game	NOUN
fcis-9424	28	11	and	and	CCONJ
fcis-9424	28	12	bring	bring	VERB
fcis-9424	28	13	changes	change	NOUN
fcis-9424	28	14	to	to	ADP
fcis-9424	28	15	the	the	DET
fcis-9424	28	16	game	game	NOUN
fcis-9424	28	17	.	.	PUNCT
fcis-9424	29	1	the	the	DET
fcis-9424	29	2	most	most	ADV
fcis-9424	29	3	typical	typical	ADJ
fcis-9424	29	4	example	example	NOUN
fcis-9424	29	5	is	be	AUX
fcis-9424	29	6	that	that	SCONJ
fcis-9424	29	7	in	in	ADP
fcis-9424	29	8	fifa	fifa	PROPN
fcis-9424	29	9	,	,	PUNCT
fcis-9424	29	10	when	when	SCONJ
fcis-9424	29	11	the	the	DET
fcis-9424	29	12	player	player	NOUN
fcis-9424	29	13	controls	control	VERB
fcis-9424	29	14	the	the	DET
fcis-9424	29	15	character	character	NOUN
fcis-9424	29	16	to	to	PART
fcis-9424	29	17	shoot	shoot	VERB
fcis-9424	29	18	,	,	PUNCT
fcis-9424	29	19	it	it	PRON
fcis-9424	29	20	is	be	AUX
fcis-9424	29	21	not	not	PART
fcis-9424	29	22	only	only	ADV
fcis-9424	29	23	related	relate	VERB
fcis-9424	29	24	to	to	ADP
fcis-9424	29	25	the	the	DET
fcis-9424	29	26	player	player	NOUN
fcis-9424	29	27	's	's	PART
fcis-9424	29	28	operation	operation	NOUN
fcis-9424	29	29	,	,	PUNCT
fcis-9424	29	30	but	but	CCONJ
fcis-9424	29	31	also	also	ADV
fcis-9424	29	32	adds	add	VERB
fcis-9424	29	33	a	a	DET
fcis-9424	29	34	certain	certain	ADJ
fcis-9424	29	35	amount	amount	NOUN
fcis-9424	29	36	of	of	ADP
fcis-9424	29	37	randomness	randomness	NOUN
fcis-9424	29	38	,	,	PUNCT
fcis-9424	29	39	avoiding	avoid	VERB
fcis-9424	29	40	formulated	formulated	ADJ
fcis-9424	29	41	and	and	CCONJ
fcis-9424	29	42	fixed	fix	VERB
fcis-9424	29	43	games	game	NOUN
fcis-9424	29	44	.	.	PUNCT
fcis-9424	30	1	sensor	sensor	NOUN
fcis-9424	30	2	system	system	NOUN
fcis-9424	30	3	:	:	PUNCT
fcis-9424	30	4	take	take	VERB
fcis-9424	30	5	mount	mount	PROPN
fcis-9424	30	6	&	&	CCONJ
fcis-9424	30	7	blade	blade	NOUN
fcis-9424	30	8	as	as	ADP
fcis-9424	30	9	an	an	DET
fcis-9424	30	10	example	example	NOUN
fcis-9424	30	11	.	.	PUNCT
fcis-9424	31	1	each	each	DET
fcis-9424	31	2	lord	lord	PROPN
fcis-9424	31	3	in	in	ADP
fcis-9424	31	4	the	the	DET
fcis-9424	31	5	game	game	NOUN
fcis-9424	31	6	will	will	AUX
fcis-9424	31	7	judge	judge	VERB
fcis-9424	31	8	whether	whether	SCONJ
fcis-9424	31	9	to	to	PART
fcis-9424	31	10	attack	attack	VERB
fcis-9424	31	11	or	or	CCONJ
fcis-9424	31	12	flee	flee	NOUN
fcis-9424	31	13	based	base	VERB
fcis-9424	31	14	on	on	ADP
fcis-9424	31	15	the	the	DET
fcis-9424	31	16	strength	strength	NOUN
fcis-9424	31	17	of	of	ADP
fcis-9424	31	18	his	his	PRON
fcis-9424	31	19	own	own	ADJ
fcis-9424	31	20	power	power	NOUN
fcis-9424	31	21	and	and	CCONJ
fcis-9424	31	22	the	the	DET
fcis-9424	31	23	strength	strength	NOUN
fcis-9424	31	24	of	of	ADP
fcis-9424	31	25	other	other	ADJ
fcis-9424	31	26	lords	lord	NOUN
fcis-9424	31	27	.	.	PUNCT
fcis-9424	32	1	this	this	DET
fcis-9424	32	2	function	function	NOUN
fcis-9424	32	3	is	be	AUX
fcis-9424	32	4	realized	realize	VERB
fcis-9424	32	5	through	through	ADP
fcis-9424	32	6	the	the	DET
fcis-9424	32	7	sensor	sensor	NOUN
fcis-9424	32	8	system	system	NOUN
fcis-9424	32	9	.	.	PUNCT
fcis-9424	33	1	there	there	PRON
fcis-9424	33	2	is	be	VERB
fcis-9424	33	3	also	also	ADV
fcis-9424	33	4	the	the	DET
fcis-9424	33	5	a	a	PROPN
fcis-9424	33	6	*	*	PUNCT
fcis-9424	33	7	pathfinding	pathfinde	VERB
fcis-9424	33	8	algorithm	algorithm	NOUN
fcis-9424	33	9	:	:	PUNCT
fcis-9424	33	10	this	this	PRON
fcis-9424	33	11	is	be	AUX
fcis-9424	33	12	a	a	DET
fcis-9424	33	13	pathfinding	pathfinding	NOUN
fcis-9424	33	14	algorithm	algorithm	NOUN
fcis-9424	33	15	that	that	PRON
fcis-9424	33	16	guides	guide	VERB
fcis-9424	33	17	the	the	DET
fcis-9424	33	18	nps	nps	PROPN
fcis-9424	33	19	to	to	PART
fcis-9424	33	20	find	find	VERB
fcis-9424	33	21	the	the	DET
fcis-9424	33	22	path	path	NOUN
fcis-9424	33	23	.	.	PUNCT
fcis-9424	34	1	it	it	PRON
fcis-9424	34	2	has	have	VERB
fcis-9424	34	3	the	the	DET
fcis-9424	34	4	characteristics	characteristic	NOUN
fcis-9424	34	5	of	of	ADP
fcis-9424	34	6	real	real	ADJ
fcis-9424	34	7	-	-	PUNCT
fcis-9424	34	8	time	time	NOUN
fcis-9424	34	9	,	,	PUNCT
fcis-9424	34	10	stability	stability	NOUN
fcis-9424	34	11	,	,	PUNCT
fcis-9424	34	12	and	and	CCONJ
fcis-9424	34	13	intelligence	intelligence	NOUN
fcis-9424	34	14	,	,	PUNCT
fcis-9424	34	15	such	such	ADJ
fcis-9424	34	16	as	as	ADP
fcis-9424	34	17	ai	ai	VERB
fcis-9424	34	18	characters	character	NOUN
fcis-9424	34	19	in	in	ADP
fcis-9424	34	20	some	some	DET
fcis-9424	34	21	shooting	shooting	NOUN
fcis-9424	34	22	games	game	NOUN
fcis-9424	34	23	call	call	NOUN
fcis-9424	34	24	of	of	ADP
fcis-9424	34	25	duty	duty	NOUN
fcis-9424	34	26	,	,	PUNCT
fcis-9424	34	27	etc	etc	X
fcis-9424	34	28	.	.	X
fcis-9424	35	1	[	[	X
fcis-9424	35	2	4	4	X
fcis-9424	35	3	]	]	X
fcis-9424	35	4	[	[	X
fcis-9424	35	5	5	5	NUM
fcis-9424	35	6	]	]	PUNCT
fcis-9424	35	7	.	.	PUNCT
fcis-9424	36	1	3	3	X
fcis-9424	36	2	.	.	X
fcis-9424	36	3	research	research	NOUN
fcis-9424	36	4	objectives	objective	NOUN
fcis-9424	36	5	and	and	CCONJ
fcis-9424	36	6	methods	method	NOUN
fcis-9424	36	7	3.1	3.1	NUM
fcis-9424	36	8	.	.	PUNCT
fcis-9424	37	1	research	research	NOUN
fcis-9424	37	2	objectives	objective	NOUN
fcis-9424	37	3	this	this	DET
fcis-9424	37	4	subject	subject	ADJ
fcis-9424	37	5	research	research	NOUN
fcis-9424	37	6	will	will	AUX
fcis-9424	37	7	use	use	VERB
fcis-9424	37	8	the	the	DET
fcis-9424	37	9	logic	logic	ADJ
fcis-9424	37	10	algorithm	algorithm	NOUN
fcis-9424	37	11	and	and	CCONJ
fcis-9424	37	12	the	the	DET
fcis-9424	37	13	svm	svm	ADJ
fcis-9424	37	14	algorithm	algorithm	NOUN
fcis-9424	37	15	to	to	PART
fcis-9424	37	16	realize	realize	VERB
fcis-9424	37	17	google	google	PROPN
fcis-9424	37	18	's	's	PART
fcis-9424	37	19	dinosaur	dinosaur	NOUN
fcis-9424	37	20	parkour	parkour	ADJ
fcis-9424	37	21	game	game	NOUN
fcis-9424	37	22	.	.	PUNCT
fcis-9424	38	1	it	it	PRON
fcis-9424	38	2	is	be	AUX
fcis-9424	38	3	a	a	DET
fcis-9424	38	4	simple	simple	ADJ
fcis-9424	38	5	parkour	parkour	ADJ
fcis-9424	38	6	game	game	NOUN
fcis-9424	38	7	that	that	PRON
fcis-9424	38	8	comes	come	VERB
fcis-9424	38	9	with	with	ADP
fcis-9424	38	10	the	the	DET
fcis-9424	38	11	google	google	PROPN
fcis-9424	38	12	browser	browser	NOUN
fcis-9424	38	13	.	.	PUNCT
fcis-9424	39	1	when	when	SCONJ
fcis-9424	39	2	the	the	DET
fcis-9424	39	3	network	network	NOUN
fcis-9424	39	4	connection	connection	NOUN
fcis-9424	39	5	is	be	AUX
fcis-9424	39	6	disconnected	disconnect	VERB
fcis-9424	39	7	,	,	PUNCT
fcis-9424	39	8	this	this	PRON
fcis-9424	39	9	will	will	AUX
fcis-9424	39	10	automatically	automatically	ADV
fcis-9424	39	11	pop	pop	VERB
fcis-9424	39	12	up	up	ADP
fcis-9424	39	13	.	.	PUNCT
fcis-9424	40	1	you	you	PRON
fcis-9424	40	2	can	can	AUX
fcis-9424	40	3	also	also	ADV
fcis-9424	40	4	use	use	VERB
fcis-9424	40	5	the	the	DET
fcis-9424	40	6	website	website	NOUN
fcis-9424	40	7	to	to	PART
fcis-9424	40	8	enter	enter	VERB
fcis-9424	40	9	the	the	DET
fcis-9424	40	10	game	game	NOUN
fcis-9424	40	11	.	.	PUNCT
fcis-9424	41	1	this	this	PRON
fcis-9424	41	2	is	be	AUX
fcis-9424	41	3	a	a	DET
fcis-9424	41	4	parkour	parkour	ADJ
fcis-9424	41	5	game	game	NOUN
fcis-9424	41	6	.	.	PUNCT
fcis-9424	42	1	the	the	DET
fcis-9424	42	2	gameplay	gameplay	NOUN
fcis-9424	42	3	is	be	AUX
fcis-9424	42	4	very	very	ADV
fcis-9424	42	5	simple	simple	ADJ
fcis-9424	42	6	.	.	PUNCT
fcis-9424	43	1	when	when	SCONJ
fcis-9424	43	2	there	there	PRON
fcis-9424	43	3	is	be	VERB
fcis-9424	43	4	an	an	DET
fcis-9424	43	5	obstacle	obstacle	NOUN
fcis-9424	43	6	(	(	PUNCT
fcis-9424	43	7	cactus	cactus	NOUN
fcis-9424	43	8	,	,	PUNCT
fcis-9424	43	9	bird	bird	NOUN
fcis-9424	43	10	)	)	PUNCT
fcis-9424	43	11	in	in	ADP
fcis-9424	43	12	front	front	NOUN
fcis-9424	43	13	of	of	ADP
fcis-9424	43	14	you	you	PRON
fcis-9424	43	15	,	,	PUNCT
fcis-9424	43	16	press	press	VERB
fcis-9424	43	17	the	the	DET
fcis-9424	43	18	space	space	NOUN
fcis-9424	43	19	to	to	PART
fcis-9424	43	20	control	control	VERB
fcis-9424	43	21	the	the	DET
fcis-9424	43	22	little	little	ADJ
fcis-9424	43	23	dinosaur	dinosaur	NOUN
fcis-9424	43	24	to	to	PART
fcis-9424	43	25	jump	jump	VERB
fcis-9424	43	26	and	and	CCONJ
fcis-9424	43	27	avoid	avoid	VERB
fcis-9424	43	28	obstacles	obstacle	NOUN
fcis-9424	43	29	.	.	PUNCT
fcis-9424	44	1	in	in	ADP
fcis-9424	44	2	the	the	DET
fcis-9424	44	3	game	game	NOUN
fcis-9424	44	4	,	,	PUNCT
fcis-9424	44	5	the	the	DET
fcis-9424	44	6	speed	speed	NOUN
fcis-9424	44	7	of	of	ADP
fcis-9424	44	8	the	the	DET
fcis-9424	44	9	little	little	ADJ
fcis-9424	44	10	dinosaur	dinosaur	NOUN
fcis-9424	44	11	will	will	AUX
fcis-9424	44	12	become	become	VERB
fcis-9424	44	13	faster	fast	ADJ
fcis-9424	44	14	and	and	CCONJ
fcis-9424	44	15	faster	fast	ADV
fcis-9424	44	16	.	.	PUNCT
fcis-9424	45	1	after	after	ADP
fcis-9424	45	2	reaching	reach	VERB
fcis-9424	45	3	a	a	DET
fcis-9424	45	4	certain	certain	ADJ
fcis-9424	45	5	score	score	NOUN
fcis-9424	45	6	,	,	PUNCT
fcis-9424	45	7	it	it	PRON
fcis-9424	45	8	will	will	AUX
fcis-9424	45	9	enter	enter	VERB
fcis-9424	45	10	the	the	DET
fcis-9424	45	11	night	night	NOUN
fcis-9424	45	12	mode	mode	NOUN
fcis-9424	45	13	,	,	PUNCT
fcis-9424	45	14	and	and	CCONJ
fcis-9424	45	15	the	the	DET
fcis-9424	45	16	difficulty	difficulty	NOUN
fcis-9424	45	17	will	will	AUX
fcis-9424	45	18	be	be	AUX
fcis-9424	45	19	greatly	greatly	ADV
fcis-9424	45	20	increased	increase	VERB
fcis-9424	45	21	.	.	PUNCT
fcis-9424	46	1	through	through	ADP
fcis-9424	46	2	the	the	DET
fcis-9424	46	3	logistic	logistic	ADJ
fcis-9424	46	4	regression	regression	NOUN
fcis-9424	46	5	algorithm	algorithm	NOUN
fcis-9424	46	6	,	,	PUNCT
fcis-9424	46	7	the	the	DET
fcis-9424	46	8	machine	machine	NOUN
fcis-9424	46	9	will	will	AUX
fcis-9424	46	10	automatically	automatically	ADV
fcis-9424	46	11	operate	operate	VERB
fcis-9424	46	12	according	accord	VERB
fcis-9424	46	13	to	to	ADP
fcis-9424	46	14	the	the	DET
fcis-9424	46	15	situation	situation	NOUN
fcis-9424	46	16	.	.	PUNCT
fcis-9424	47	1	for	for	ADP
fcis-9424	47	2	the	the	DET
fcis-9424	47	3	convenience	convenience	NOUN
fcis-9424	47	4	of	of	ADP
fcis-9424	47	5	research	research	NOUN
fcis-9424	47	6	,	,	PUNCT
fcis-9424	47	7	ignore	ignore	VERB
fcis-9424	47	8	in	in	ADP
fcis-9424	47	9	the	the	DET
fcis-9424	47	10	case	case	NOUN
fcis-9424	47	11	of	of	ADP
fcis-9424	47	12	squatting	squatting	NOUN
fcis-9424	47	13	,	,	PUNCT
fcis-9424	47	14	all	all	DET
fcis-9424	47	15	operations	operation	NOUN
fcis-9424	47	16	are	be	AUX
fcis-9424	47	17	avoided	avoid	VERB
fcis-9424	47	18	by	by	ADP
fcis-9424	47	19	jumping	jump	VERB
fcis-9424	47	20	.	.	PUNCT
fcis-9424	48	1	figure	figure	NOUN
fcis-9424	48	2	1	1	NUM
fcis-9424	48	3	.	.	PUNCT
fcis-9424	48	4	game	game	NOUN
fcis-9424	48	5	screenshot	screenshot	NOUN
fcis-9424	48	6	3.2	3.2	NUM
fcis-9424	48	7	.	.	PUNCT
fcis-9424	49	1	research	research	NOUN
fcis-9424	49	2	methods	method	NOUN
fcis-9424	49	3	this	this	DET
fcis-9424	49	4	topic	topic	NOUN
fcis-9424	49	5	uses	use	VERB
fcis-9424	49	6	the	the	DET
fcis-9424	49	7	logistic	logistic	ADJ
fcis-9424	49	8	regression	regression	NOUN
fcis-9424	49	9	algorithm	algorithm	NOUN
fcis-9424	49	10	and	and	CCONJ
fcis-9424	49	11	support	support	NOUN
fcis-9424	49	12	vector	vector	NOUN
fcis-9424	49	13	machine	machine	NOUN
fcis-9424	49	14	algorithm	algorithm	NOUN
fcis-9424	49	15	.	.	PUNCT
fcis-9424	50	1	the	the	DET
fcis-9424	50	2	linear	linear	PROPN
fcis-9424	50	3	regression	regression	NOUN
fcis-9424	50	4	,	,	PUNCT
fcis-9424	50	5	its	its	PRON
fcis-9424	50	6	mathematical	mathematical	ADJ
fcis-9424	50	7	model	model	NOUN
fcis-9424	50	8	is	be	AUX
fcis-9424	50	9	linear	linear	ADJ
fcis-9424	50	10	regression	regression	NOUN
fcis-9424	50	11	plus	plus	CCONJ
fcis-9424	50	12	a	a	DET
fcis-9424	50	13	special	special	ADJ
fcis-9424	50	14	function	function	NOUN
fcis-9424	50	15	,	,	PUNCT
fcis-9424	50	16	this	this	DET
fcis-9424	50	17	special	special	ADJ
fcis-9424	50	18	function	function	NOUN
fcis-9424	50	19	is	be	AUX
fcis-9424	50	20	called	call	VERB
fcis-9424	50	21	the	the	DET
fcis-9424	50	22	activation	activation	NOUN
fcis-9424	50	23	function	function	NOUN
fcis-9424	50	24	.	.	PUNCT
fcis-9424	51	1	y	y	NOUN
fcis-9424	51	2	=	=	SYM
fcis-9424	51	3	wx	wx	PROPN
fcis-9424	52	1	+	+	CCONJ
fcis-9424	52	2	b	b	X
fcis-9424	52	3	is	be	AUX
fcis-9424	52	4	the	the	DET
fcis-9424	52	5	basis	basis	NOUN
fcis-9424	52	6	of	of	ADP
fcis-9424	52	7	linear	linear	PROPN
fcis-9424	52	8	regression	regression	NOUN
fcis-9424	52	9	.	.	PUNCT
fcis-9424	53	1	the	the	DET
fcis-9424	53	2	algorithm	algorithm	NOUN
fcis-9424	53	3	of	of	ADP
fcis-9424	53	4	linear	linear	PROPN
fcis-9424	53	5	regression	regression	NOUN
fcis-9424	53	6	is	be	AUX
fcis-9424	53	7	to	to	PART
fcis-9424	53	8	find	find	VERB
fcis-9424	53	9	a	a	DET
fcis-9424	53	10	set	set	NOUN
fcis-9424	53	11	of	of	ADP
fcis-9424	53	12	optimal	optimal	ADJ
fcis-9424	53	13	w	w	PROPN
fcis-9424	53	14	,	,	PUNCT
fcis-9424	53	15	b	b	NOUN
fcis-9424	53	16	,	,	PUNCT
fcis-9424	53	17	which	which	PRON
fcis-9424	53	18	is	be	AUX
fcis-9424	53	19	the	the	DET
fcis-9424	53	20	closest	close	ADJ
fcis-9424	53	21	to	to	ADP
fcis-9424	53	22	the	the	DET
fcis-9424	53	23	correct	correct	ADJ
fcis-9424	53	24	result	result	NOUN
fcis-9424	53	25	obtained	obtain	VERB
fcis-9424	53	26	by	by	ADP
fcis-9424	53	27	the	the	DET
fcis-9424	53	28	function	function	NOUN
fcis-9424	53	29	.	.	PUNCT
fcis-9424	54	1	after	after	ADP
fcis-9424	54	2	obtaining	obtain	VERB
fcis-9424	54	3	the	the	DET
fcis-9424	54	4	optimal	optimal	ADJ
fcis-9424	54	5	solution	solution	NOUN
fcis-9424	54	6	w	w	PROPN
fcis-9424	54	7	,	,	PUNCT
fcis-9424	54	8	b	b	AUX
fcis-9424	54	9	,	,	PUNCT
fcis-9424	54	10	we	we	PRON
fcis-9424	54	11	only	only	ADV
fcis-9424	54	12	need	need	VERB
fcis-9424	54	13	to	to	PART
fcis-9424	54	14	if	if	SCONJ
fcis-9424	54	15	you	you	PRON
fcis-9424	54	16	want	want	VERB
fcis-9424	54	17	to	to	PART
fcis-9424	54	18	divide	divide	VERB
fcis-9424	54	19	the	the	DET
fcis-9424	54	20	results	result	NOUN
fcis-9424	54	21	into	into	ADP
fcis-9424	54	22	two	two	NUM
fcis-9424	54	23	categories	category	NOUN
fcis-9424	54	24	,	,	PUNCT
fcis-9424	54	25	you	you	PRON
fcis-9424	54	26	can	can	AUX
fcis-9424	54	27	use	use	VERB
fcis-9424	54	28	1	1	NUM
fcis-9424	54	29	and	and	CCONJ
fcis-9424	54	30	-1	-1	ADP
fcis-9424	54	31	to	to	PART
fcis-9424	54	32	represent	represent	VERB
fcis-9424	54	33	it	it	PRON
fcis-9424	54	34	.	.	PUNCT
fcis-9424	55	1	at	at	ADP
fcis-9424	55	2	this	this	DET
fcis-9424	55	3	time	time	NOUN
fcis-9424	55	4	,	,	PUNCT
fcis-9424	55	5	you	you	PRON
fcis-9424	55	6	need	need	VERB
fcis-9424	55	7	an	an	DET
fcis-9424	55	8	activation	activation	NOUN
fcis-9424	55	9	function	function	NOUN
fcis-9424	55	10	to	to	PART
fcis-9424	55	11	direct	direct	VERB
fcis-9424	55	12	all	all	DET
fcis-9424	55	13	the	the	DET
fcis-9424	55	14	results	result	NOUN
fcis-9424	55	15	to	to	ADP
fcis-9424	55	16	1	1	NUM
fcis-9424	55	17	and	and	CCONJ
fcis-9424	55	18	-1	-1	ADV
fcis-9424	55	19	,	,	PUNCT
fcis-9424	55	20	so	so	SCONJ
fcis-9424	55	21	that	that	SCONJ
fcis-9424	55	22	you	you	PRON
fcis-9424	55	23	can	can	AUX
fcis-9424	55	24	successfully	successfully	ADV
fcis-9424	55	25	classify	classify	VERB
fcis-9424	55	26	the	the	DET
fcis-9424	55	27	results	result	NOUN
fcis-9424	55	28	.	.	PUNCT
fcis-9424	56	1	[	[	X
fcis-9424	56	2	6	6	NUM
fcis-9424	56	3	]	]	PUNCT
fcis-9424	56	4	.	.	PUNCT
fcis-9424	57	1	figure	figure	NOUN
fcis-9424	57	2	2	2	NUM
fcis-9424	57	3	.	.	PUNCT
fcis-9424	58	1	the	the	DET
fcis-9424	58	2	working	work	VERB
fcis-9424	58	3	principle	principle	NOUN
fcis-9424	58	4	of	of	ADP
fcis-9424	58	5	logistic	logistic	ADJ
fcis-9424	58	6	regression	regression	NOUN
fcis-9424	58	7	the	the	DET
fcis-9424	58	8	basic	basic	ADJ
fcis-9424	58	9	model	model	NOUN
fcis-9424	58	10	definition	definition	NOUN
fcis-9424	58	11	of	of	ADP
fcis-9424	58	12	the	the	DET
fcis-9424	58	13	svm	svm	ADJ
fcis-9424	58	14	algorithm	algorithm	NOUN
fcis-9424	58	15	is	be	AUX
fcis-9424	58	16	that	that	SCONJ
fcis-9424	58	17	its	its	PRON
fcis-9424	58	18	basic	basic	ADJ
fcis-9424	58	19	model	model	NOUN
fcis-9424	58	20	is	be	AUX
fcis-9424	58	21	a	a	DET
fcis-9424	58	22	linear	linear	ADJ
fcis-9424	58	23	classifier	classifier	NOUN
fcis-9424	58	24	with	with	ADP
fcis-9424	58	25	the	the	DET
fcis-9424	58	26	largest	large	ADJ
fcis-9424	58	27	interval	interval	NOUN
fcis-9424	58	28	defined	define	VERB
fcis-9424	58	29	in	in	ADP
fcis-9424	58	30	the	the	DET
fcis-9424	58	31	feature	feature	NOUN
fcis-9424	58	32	space	space	NOUN
fcis-9424	58	33	.	.	PUNCT
fcis-9424	59	1	the	the	DET
fcis-9424	59	2	largest	large	ADJ
fcis-9424	59	3	interval	interval	NOUN
fcis-9424	59	4	makes	make	VERB
fcis-9424	59	5	it	it	PRON
fcis-9424	59	6	different	different	ADJ
fcis-9424	59	7	from	from	ADP
fcis-9424	59	8	the	the	DET
fcis-9424	59	9	perceptron	perceptron	NOUN
fcis-9424	59	10	;	;	PUNCT
fcis-9424	59	11	the	the	DET
fcis-9424	59	12	learning	learn	VERB
fcis-9424	59	13	strategy	strategy	NOUN
fcis-9424	59	14	of	of	ADP
fcis-9424	59	15	svm	svm	PROPN
fcis-9424	59	16	is	be	AUX
fcis-9424	59	17	to	to	PART
fcis-9424	59	18	maximize	maximize	VERB
fcis-9424	59	19	the	the	DET
fcis-9424	59	20	interval	interval	NOUN
fcis-9424	59	21	,	,	PUNCT
fcis-9424	59	22	which	which	PRON
fcis-9424	59	23	can	can	AUX
fcis-9424	59	24	be	be	AUX
fcis-9424	59	25	formalized	formalize	VERB
fcis-9424	59	26	as	as	SCONJ
fcis-9424	59	27	the	the	DET
fcis-9424	59	28	problem	problem	NOUN
fcis-9424	59	29	of	of	ADP
fcis-9424	59	30	solving	solve	VERB
fcis-9424	59	31	a	a	DET
fcis-9424	59	32	convex	convex	ADJ
fcis-9424	59	33	quadratic	quadratic	ADJ
fcis-9424	59	34	programming	programming	NOUN
fcis-9424	59	35	is	be	AUX
fcis-9424	59	36	also	also	ADV
fcis-9424	59	37	equivalent	equivalent	ADJ
fcis-9424	59	38	to	to	ADP
fcis-9424	59	39	the	the	DET
fcis-9424	59	40	problem	problem	NOUN
fcis-9424	59	41	of	of	ADP
fcis-9424	59	42	minimizing	minimize	VERB
fcis-9424	59	43	the	the	DET
fcis-9424	59	44	regularized	regularize	VERB
fcis-9424	59	45	hinge	hinge	NOUN
fcis-9424	59	46	loss	loss	NOUN
fcis-9424	59	47	function	function	NOUN
fcis-9424	59	48	.	.	PUNCT
fcis-9424	60	1	it	it	PRON
fcis-9424	60	2	shows	show	VERB
fcis-9424	60	3	many	many	ADJ
fcis-9424	60	4	unique	unique	ADJ
fcis-9424	60	5	advantages	advantage	NOUN
fcis-9424	60	6	in	in	ADP
fcis-9424	60	7	solving	solve	VERB
fcis-9424	60	8	small	small	ADJ
fcis-9424	60	9	sample	sample	NOUN
fcis-9424	60	10	,	,	PUNCT
fcis-9424	60	11	nonlinear	nonlinear	ADJ
fcis-9424	60	12	and	and	CCONJ
fcis-9424	60	13	high	high	ADJ
fcis-9424	60	14	-	-	PUNCT
fcis-9424	60	15	dimensional	dimensional	ADJ
fcis-9424	60	16	pattern	pattern	NOUN
fcis-9424	60	17	recognition	recognition	NOUN
fcis-9424	60	18	,	,	PUNCT
fcis-9424	60	19	and	and	CCONJ
fcis-9424	60	20	can	can	AUX
fcis-9424	60	21	be	be	AUX
fcis-9424	60	22	extended	extend	VERB
fcis-9424	60	23	to	to	ADP
fcis-9424	60	24	other	other	ADJ
fcis-9424	60	25	machine	machine	NOUN
fcis-9424	60	26	learning	learn	VERB
fcis-9424	60	27	problems	problem	NOUN
fcis-9424	60	28	such	such	ADJ
fcis-9424	60	29	as	as	ADP
fcis-9424	60	30	function	function	NOUN
fcis-9424	60	31	fitting	fitting	ADJ
fcis-9424	60	32	.	.	PUNCT
fcis-9424	61	1	figure	figure	NOUN
fcis-9424	61	2	3	3	NUM
fcis-9424	61	3	.	.	PUNCT
fcis-9424	62	1	the	the	DET
fcis-9424	62	2	working	work	VERB
fcis-9424	62	3	principle	principle	NOUN
fcis-9424	62	4	of	of	ADP
fcis-9424	62	5	support	support	NOUN
fcis-9424	62	6	vector	vector	NOUN
fcis-9424	62	7	machine	machine	NOUN
fcis-9424	62	8	svm	svm	NOUN
fcis-9424	62	9	also	also	ADV
fcis-9424	62	10	includes	include	VERB
fcis-9424	62	11	kernel	kernel	PROPN
fcis-9424	62	12	tricks	trick	NOUN
fcis-9424	62	13	which	which	PRON
fcis-9424	62	14	allows	allow	VERB
fcis-9424	62	15	it	it	PRON
fcis-9424	62	16	to	to	PART
fcis-9424	62	17	handle	handle	VERB
fcis-9424	62	18	different	different	ADJ
fcis-9424	62	19	situations	situation	NOUN
fcis-9424	62	20	,	,	PUNCT
fcis-9424	62	21	so	so	SCONJ
fcis-9424	62	22	it	it	PRON
fcis-9424	62	23	is	be	AUX
fcis-9424	62	24	important	important	ADJ
fcis-9424	62	25	to	to	PART
fcis-9424	62	26	choose	choose	VERB
fcis-9424	62	27	the	the	DET
fcis-9424	62	28	correct	correct	ADJ
fcis-9424	62	29	kernel	kernel	NOUN
fcis-9424	62	30	function	function	NOUN
fcis-9424	62	31	when	when	SCONJ
fcis-9424	62	32	using	use	VERB
fcis-9424	62	33	the	the	DET
fcis-9424	62	34	svm	svm	ADJ
fcis-9424	62	35	algorithm	algorithm	NOUN
fcis-9424	62	36	.	.	PUNCT
fcis-9424	63	1	linear	linear	ADJ
fcis-9424	63	2	kernel	kernel	PROPN
fcis-9424	63	3	58	58	NUM
fcis-9424	63	4	function	function	NOUN
fcis-9424	63	5	is	be	AUX
fcis-9424	63	6	k(v1,v2)=<v1,v2	k(v1,v2)=<v1,v2	PROPN
fcis-9424	63	7	>	>	X
fcis-9424	63	8	is	be	AUX
fcis-9424	63	9	the	the	DET
fcis-9424	63	10	kernel	kernel	PROPN
fcis-9424	63	11	function	function	NOUN
fcis-9424	63	12	to	to	PART
fcis-9424	63	13	handle	handle	VERB
fcis-9424	63	14	linear	linear	PROPN
fcis-9424	63	15	problems	problem	NOUN
fcis-9424	63	16	,	,	PUNCT
fcis-9424	63	17	poly	poly	ADJ
fcis-9424	63	18	kernel	kernel	NOUN
fcis-9424	63	19	function	function	PROPN
fcis-9424	63	20	k(v1,v2)=	k(v1,v2)=	NOUN
fcis-9424	63	21	(	(	PUNCT
fcis-9424	63	22	γ	γ	X
fcis-9424	63	23	<	<	X
fcis-9424	63	24	v1,v2	v1,v2	PROPN
fcis-9424	63	25	>	>	X
fcis-9424	63	26	+	+	NOUN
fcis-9424	63	27	c)ⁿ	c)ⁿ	ADJ
fcis-9424	63	28	is	be	AUX
fcis-9424	63	29	the	the	DET
fcis-9424	63	30	polynomial	polynomial	ADJ
fcis-9424	63	31	kernel	kernel	PROPN
fcis-9424	63	32	function	function	PROPN
fcis-9424	63	33	,	,	PUNCT
fcis-9424	63	34	rbf	rbf	PROPN
fcis-9424	63	35	kernel	kernel	PROPN
fcis-9424	63	36	k	k	PROPN
fcis-9424	63	37	(	(	PUNCT
fcis-9424	63	38	v1,v2	v1,v2	PROPN
fcis-9424	63	39	)	)	PUNCT
fcis-9424	64	1	=	=	NOUN
fcis-9424	64	2	exp(-γ||v1	exp(-γ||v1	NOUN
fcis-9424	64	3	-	-	PUNCT
fcis-9424	64	4	v2||²	v2||²	NOUN
fcis-9424	64	5	)	)	PUNCT
fcis-9424	64	6	is	be	AUX
fcis-9424	64	7	the	the	DET
fcis-9424	64	8	path	path	NOUN
fcis-9424	64	9	like	like	SCONJ
fcis-9424	64	10	kernel	kernel	PROPN
fcis-9424	64	11	function	function	PROPN
fcis-9424	64	12	also	also	ADV
fcis-9424	64	13	called	call	VERB
fcis-9424	64	14	gaussian	gaussian	ADJ
fcis-9424	64	15	kernel	kernel	NOUN
fcis-9424	64	16	,	,	PUNCT
fcis-9424	64	17	sigmoid	sigmoid	NOUN
fcis-9424	64	18	kernel	kernel	PROPN
fcis-9424	64	19	function	function	PROPN
fcis-9424	64	20	,	,	PUNCT
fcis-9424	64	21	and	and	CCONJ
fcis-9424	64	22	there	there	PRON
fcis-9424	64	23	is	be	VERB
fcis-9424	64	24	a	a	DET
fcis-9424	64	25	precomputed	precompute	VERB
fcis-9424	64	26	kernel	kernel	NOUN
fcis-9424	64	27	matrix	matrix	NOUN
fcis-9424	64	28	,	,	PUNCT
fcis-9424	64	29	which	which	PRON
fcis-9424	64	30	is	be	AUX
fcis-9424	64	31	the	the	DET
fcis-9424	64	32	kernel	kernel	NOUN
fcis-9424	64	33	matrix	matrix	NOUN
fcis-9424	64	34	given	give	VERB
fcis-9424	64	35	when	when	SCONJ
fcis-9424	64	36	the	the	DET
fcis-9424	64	37	kernel	kernel	NOUN
fcis-9424	64	38	function	function	NOUN
fcis-9424	64	39	matrix	matrix	NOUN
fcis-9424	64	40	is	be	AUX
fcis-9424	64	41	calculated	calculate	VERB
fcis-9424	64	42	in	in	ADP
fcis-9424	64	43	advance	advance	NOUN
fcis-9424	64	44	and	and	CCONJ
fcis-9424	64	45	will	will	AUX
fcis-9424	64	46	be	be	AUX
fcis-9424	64	47	selected	select	VERB
fcis-9424	64	48	for	for	ADP
fcis-9424	64	49	the	the	DET
fcis-9424	64	50	algorithm	algorithm	NOUN
fcis-9424	64	51	.	.	PUNCT
fcis-9424	65	1	svm	svm	PROPN
fcis-9424	65	2	was	be	AUX
fcis-9424	65	3	originally	originally	ADV
fcis-9424	65	4	used	use	VERB
fcis-9424	65	5	to	to	PART
fcis-9424	65	6	deal	deal	VERB
fcis-9424	65	7	with	with	ADP
fcis-9424	65	8	binary	binary	ADJ
fcis-9424	65	9	classification	classification	NOUN
fcis-9424	65	10	problems	problem	NOUN
fcis-9424	65	11	,	,	PUNCT
fcis-9424	65	12	but	but	CCONJ
fcis-9424	65	13	it	it	PRON
fcis-9424	65	14	can	can	AUX
fcis-9424	65	15	also	also	ADV
fcis-9424	65	16	be	be	AUX
fcis-9424	65	17	used	use	VERB
fcis-9424	65	18	to	to	PART
fcis-9424	65	19	implement	implement	VERB
fcis-9424	65	20	multiple	multiple	ADJ
fcis-9424	65	21	classification	classification	NOUN
fcis-9424	65	22	,	,	PUNCT
fcis-9424	65	23	there	there	PRON
fcis-9424	65	24	are	be	VERB
fcis-9424	65	25	two	two	NUM
fcis-9424	65	26	methods	method	NOUN
fcis-9424	65	27	one	one	NUM
fcis-9424	65	28	is	be	AUX
fcis-9424	65	29	the	the	DET
fcis-9424	65	30	one	one	NUM
fcis-9424	65	31	-	-	PUNCT
fcis-9424	65	32	to	to	ADP
fcis-9424	65	33	-	-	PUNCT
fcis-9424	65	34	many	many	ADJ
fcis-9424	65	35	method	method	NOUN
fcis-9424	65	36	(	(	PUNCT
fcis-9424	65	37	one	one	NUM
fcis-9424	65	38	-	-	PUNCT
fcis-9424	65	39	versus	versus	NOUN
fcis-9424	65	40	-	-	PUNCT
fcis-9424	65	41	rest	rest	NOUN
fcis-9424	65	42	)	)	PUNCT
fcis-9424	65	43	in	in	ADP
fcis-9424	65	44	the	the	DET
fcis-9424	65	45	training	training	NOUN
fcis-9424	65	46	of	of	ADP
fcis-9424	65	47	one	one	NUM
fcis-9424	65	48	category	category	NOUN
fcis-9424	65	49	as	as	ADP
fcis-9424	65	50	the	the	DET
fcis-9424	65	51	main	main	ADJ
fcis-9424	65	52	category	category	NOUN
fcis-9424	65	53	,	,	PUNCT
fcis-9424	65	54	the	the	DET
fcis-9424	65	55	other	other	ADJ
fcis-9424	65	56	grouped	group	VERB
fcis-9424	65	57	into	into	ADP
fcis-9424	65	58	one	one	NUM
fcis-9424	65	59	category	category	NOUN
fcis-9424	65	60	,	,	PUNCT
fcis-9424	65	61	each	each	DET
fcis-9424	65	62	category	category	NOUN
fcis-9424	65	63	should	should	AUX
fcis-9424	65	64	be	be	AUX
fcis-9424	65	65	used	use	VERB
fcis-9424	65	66	as	as	ADP
fcis-9424	65	67	the	the	DET
fcis-9424	65	68	main	main	ADJ
fcis-9424	65	69	category	category	NOUN
fcis-9424	65	70	,	,	PUNCT
fcis-9424	65	71	so	so	SCONJ
fcis-9424	65	72	as	as	SCONJ
fcis-9424	65	73	to	to	PART
fcis-9424	65	74	do	do	VERB
fcis-9424	65	75	n	n	PROPN
fcis-9424	65	76	times	time	NOUN
fcis-9424	65	77	svm	svm	PROPN
fcis-9424	65	78	,	,	PUNCT
fcis-9424	65	79	in	in	ADP
fcis-9424	65	80	n	n	DET
fcis-9424	65	81	times	time	NOUN
fcis-9424	65	82	to	to	PART
fcis-9424	65	83	choose	choose	VERB
fcis-9424	65	84	the	the	DET
fcis-9424	65	85	best	good	ADJ
fcis-9424	65	86	test	test	NOUN
fcis-9424	65	87	results	result	NOUN
fcis-9424	65	88	of	of	ADP
fcis-9424	65	89	one	one	NUM
fcis-9424	65	90	,	,	PUNCT
fcis-9424	65	91	the	the	DET
fcis-9424	65	92	second	second	ADJ
fcis-9424	65	93	category	category	NOUN
fcis-9424	65	94	is	be	AUX
fcis-9424	65	95	the	the	DET
fcis-9424	65	96	one	one	NUM
fcis-9424	65	97	-	-	PUNCT
fcis-9424	65	98	to	to	ADP
fcis-9424	65	99	-	-	PUNCT
fcis-9424	65	100	one	one	NUM
fcis-9424	65	101	method	method	NOUN
fcis-9424	65	102	(	(	PUNCT
fcis-9424	65	103	one	one	NUM
fcis-9424	65	104	-	-	PUNCT
fcis-9424	65	105	versus	versus	ADP
fcis-9424	65	106	-	-	PUNCT
fcis-9424	65	107	one	one	NUM
fcis-9424	65	108	)	)	PUNCT
fcis-9424	65	109	one	one	NUM
fcis-9424	65	110	svm	svm	NOUN
fcis-9424	65	111	is	be	AUX
fcis-9424	65	112	designed	design	VERB
fcis-9424	65	113	for	for	ADP
fcis-9424	65	114	each	each	DET
fcis-9424	65	115	two	two	NUM
fcis-9424	65	116	classes	class	NOUN
fcis-9424	65	117	,	,	PUNCT
fcis-9424	65	118	and	and	CCONJ
fcis-9424	65	119	there	there	PRON
fcis-9424	65	120	is	be	VERB
fcis-9424	65	121	n	n	DET
fcis-9424	65	122	(	(	PUNCT
fcis-9424	65	123	n-1)/2	n-1)/2	ADJ
fcis-9424	65	124	svms	svms	NOUN
fcis-9424	65	125	,	,	PUNCT
fcis-9424	65	126	in	in	ADP
fcis-9424	65	127	which	which	PRON
fcis-9424	65	128	the	the	DET
fcis-9424	65	129	classification	classification	NOUN
fcis-9424	65	130	of	of	ADP
fcis-9424	65	131	unknown	unknown	ADJ
fcis-9424	65	132	data	data	NOUN
fcis-9424	65	133	is	be	AUX
fcis-9424	65	134	the	the	DET
fcis-9424	65	135	highest	high	ADJ
fcis-9424	65	136	score	score	NOUN
fcis-9424	65	137	is	be	AUX
fcis-9424	65	138	the	the	DET
fcis-9424	65	139	result	result	NOUN
fcis-9424	65	140	[	[	X
fcis-9424	65	141	7	7	NUM
fcis-9424	65	142	]	]	PUNCT
fcis-9424	65	143	.	.	PUNCT
fcis-9424	66	1	4	4	X
fcis-9424	66	2	.	.	X
fcis-9424	66	3	experimental	experimental	ADJ
fcis-9424	66	4	process	process	NOUN
fcis-9424	66	5	in	in	ADP
fcis-9424	66	6	the	the	DET
fcis-9424	66	7	python	python	NOUN
fcis-9424	66	8	environment	environment	NOUN
fcis-9424	66	9	imported	import	VERB
fcis-9424	66	10	sklearn	sklearn	ADV
fcis-9424	66	11	,	,	PUNCT
fcis-9424	66	12	os	os	PROPN
fcis-9424	66	13	,	,	PUNCT
fcis-9424	66	14	cv2	cv2	PROPN
fcis-9424	66	15	,	,	PUNCT
fcis-9424	66	16	joblib	joblib	PROPN
fcis-9424	66	17	,	,	PUNCT
fcis-9424	66	18	pil	pil	NOUN
fcis-9424	66	19	library	library	NOUN
fcis-9424	66	20	,	,	PUNCT
fcis-9424	66	21	etc	etc	X
fcis-9424	66	22	.	.	X
fcis-9424	67	1	we	we	PRON
fcis-9424	67	2	can	can	AUX
fcis-9424	67	3	view	view	VERB
fcis-9424	67	4	the	the	DET
fcis-9424	67	5	dinosaur	dinosaur	NOUN
fcis-9424	67	6	game	game	NOUN
fcis-9424	67	7	as	as	ADP
fcis-9424	67	8	a	a	DET
fcis-9424	67	9	classification	classification	NOUN
fcis-9424	67	10	problem	problem	NOUN
fcis-9424	67	11	,	,	PUNCT
fcis-9424	67	12	that	that	ADV
fcis-9424	67	13	is	is	ADV
fcis-9424	67	14	,	,	PUNCT
fcis-9424	67	15	the	the	DET
fcis-9424	67	16	image	image	NOUN
fcis-9424	67	17	of	of	ADP
fcis-9424	67	18	the	the	DET
fcis-9424	67	19	current	current	ADJ
fcis-9424	67	20	game	game	NOUN
fcis-9424	67	21	,	,	PUNCT
fcis-9424	67	22	the	the	DET
fcis-9424	67	23	output	output	NOUN
fcis-9424	67	24	is	be	AUX
fcis-9424	67	25	0	0	NUM
fcis-9424	67	26	,	,	PUNCT
fcis-9424	67	27	1	1	NUM
fcis-9424	67	28	of	of	ADP
fcis-9424	67	29	a	a	DET
fcis-9424	67	30	binary	binary	ADJ
fcis-9424	67	31	classification	classification	NOUN
fcis-9424	67	32	problem	problem	NOUN
fcis-9424	67	33	,	,	PUNCT
fcis-9424	67	34	where	where	SCONJ
fcis-9424	67	35	0	0	NUM
fcis-9424	67	36	means	mean	VERB
fcis-9424	67	37	jump	jump	NOUN
fcis-9424	67	38	,	,	PUNCT
fcis-9424	67	39	1	1	NUM
fcis-9424	67	40	means	mean	VERB
fcis-9424	67	41	not	not	PART
fcis-9424	67	42	jump	jump	VERB
fcis-9424	67	43	project	project	NOUN
fcis-9424	67	44	is	be	AUX
fcis-9424	67	45	divided	divide	VERB
fcis-9424	67	46	into	into	ADP
fcis-9424	67	47	three	three	NUM
fcis-9424	67	48	main	main	ADJ
fcis-9424	67	49	steps	step	NOUN
fcis-9424	67	50	,	,	PUNCT
fcis-9424	67	51	the	the	DET
fcis-9424	67	52	first	first	ADJ
fcis-9424	67	53	is	be	AUX
fcis-9424	67	54	data	data	NOUN
fcis-9424	67	55	collection	collection	NOUN
fcis-9424	67	56	,	,	PUNCT
fcis-9424	67	57	manual	manual	ADJ
fcis-9424	67	58	game	game	NOUN
fcis-9424	67	59	,	,	PUNCT
fcis-9424	67	60	through	through	ADP
fcis-9424	67	61	the	the	DET
fcis-9424	67	62	pil	pil	ADJ
fcis-9424	67	63	library	library	NOUN
fcis-9424	67	64	in	in	ADP
fcis-9424	67	65	the	the	DET
fcis-9424	67	66	game	game	NOUN
fcis-9424	67	67	process	process	NOUN
fcis-9424	67	68	continuously	continuously	ADV
fcis-9424	67	69	intercepts	intercept	VERB
fcis-9424	67	70	images	image	NOUN
fcis-9424	67	71	to	to	PART
fcis-9424	67	72	collect	collect	VERB
fcis-9424	67	73	game	game	NOUN
fcis-9424	67	74	data	datum	NOUN
fcis-9424	67	75	,	,	PUNCT
fcis-9424	67	76	and	and	CCONJ
fcis-9424	67	77	the	the	DET
fcis-9424	67	78	intercepted	intercept	VERB
fcis-9424	67	79	images	image	NOUN
fcis-9424	67	80	are	be	AUX
fcis-9424	67	81	stored	store	VERB
fcis-9424	67	82	in	in	ADP
fcis-9424	67	83	a	a	DET
fcis-9424	67	84	folder	folder	NOUN
fcis-9424	67	85	named	name	VERB
fcis-9424	67	86	images	image	NOUN
fcis-9424	67	87	.	.	PUNCT
fcis-9424	68	1	for	for	ADP
fcis-9424	68	2	the	the	DET
fcis-9424	68	3	processing	processing	NOUN
fcis-9424	68	4	part	part	NOUN
fcis-9424	68	5	of	of	ADP
fcis-9424	68	6	the	the	DET
fcis-9424	68	7	images	image	NOUN
fcis-9424	68	8	,	,	PUNCT
fcis-9424	68	9	firstly	firstly	ADV
fcis-9424	68	10	,	,	PUNCT
fcis-9424	68	11	we	we	PRON
fcis-9424	68	12	need	need	VERB
fcis-9424	68	13	to	to	PART
fcis-9424	68	14	classify	classify	VERB
fcis-9424	68	15	the	the	DET
fcis-9424	68	16	picked	pick	VERB
fcis-9424	68	17	images	image	NOUN
fcis-9424	68	18	into	into	ADP
fcis-9424	68	19	folders	folder	NOUN
fcis-9424	68	20	named	name	VERB
fcis-9424	68	21	jump	jump	NOUN
fcis-9424	68	22	and	and	CCONJ
fcis-9424	68	23	none	none	NOUN
fcis-9424	68	24	by	by	ADP
fcis-9424	68	25	manual	manual	ADJ
fcis-9424	68	26	judgment	judgment	NOUN
fcis-9424	68	27	,	,	PUNCT
fcis-9424	68	28	jump	jump	VERB
fcis-9424	68	29	is	be	AUX
fcis-9424	68	30	the	the	DET
fcis-9424	68	31	case	case	NOUN
fcis-9424	68	32	of	of	ADP
fcis-9424	68	33	jumping	jumping	NOUN
fcis-9424	68	34	,	,	PUNCT
fcis-9424	68	35	the	the	DET
fcis-9424	68	36	data	data	NOUN
fcis-9424	68	37	size	size	NOUN
fcis-9424	68	38	is	be	AUX
fcis-9424	68	39	129	129	NUM
fcis-9424	68	40	images	image	NOUN
fcis-9424	68	41	,	,	PUNCT
fcis-9424	68	42	none	none	NOUN
fcis-9424	68	43	is	be	AUX
fcis-9424	68	44	the	the	DET
fcis-9424	68	45	case	case	NOUN
fcis-9424	68	46	of	of	ADP
fcis-9424	68	47	no	no	DET
fcis-9424	68	48	jumping	jumping	NOUN
fcis-9424	68	49	,	,	PUNCT
fcis-9424	68	50	the	the	DET
fcis-9424	68	51	data	data	NOUN
fcis-9424	68	52	size	size	NOUN
fcis-9424	68	53	is	be	AUX
fcis-9424	68	54	253	253	NUM
fcis-9424	68	55	images	image	NOUN
fcis-9424	68	56	.	.	PUNCT
fcis-9424	69	1	next	next	ADV
fcis-9424	69	2	,	,	PUNCT
fcis-9424	69	3	the	the	DET
fcis-9424	69	4	images	image	NOUN
fcis-9424	69	5	are	be	AUX
fcis-9424	69	6	read	read	VERB
fcis-9424	69	7	in	in	ADP
fcis-9424	69	8	through	through	ADP
fcis-9424	69	9	the	the	DET
fcis-9424	69	10	cv2	cv2	PROPN
fcis-9424	69	11	library	library	NOUN
fcis-9424	69	12	and	and	CCONJ
fcis-9424	69	13	the	the	DET
fcis-9424	69	14	os	os	NOUN
fcis-9424	69	15	library	library	NOUN
fcis-9424	69	16	,	,	PUNCT
fcis-9424	69	17	and	and	CCONJ
fcis-9424	69	18	those	those	PRON
fcis-9424	69	19	that	that	PRON
fcis-9424	69	20	need	need	VERB
fcis-9424	69	21	to	to	PART
fcis-9424	69	22	jump	jump	VERB
fcis-9424	69	23	are	be	AUX
fcis-9424	69	24	marked	mark	VERB
fcis-9424	69	25	as	as	ADP
fcis-9424	69	26	0	0	NUM
fcis-9424	69	27	and	and	CCONJ
fcis-9424	69	28	those	those	PRON
fcis-9424	69	29	that	that	PRON
fcis-9424	69	30	do	do	AUX
fcis-9424	69	31	not	not	PART
fcis-9424	69	32	need	need	VERB
fcis-9424	69	33	to	to	PART
fcis-9424	69	34	jump	jump	VERB
fcis-9424	69	35	are	be	AUX
fcis-9424	69	36	marked	mark	VERB
fcis-9424	69	37	as	as	ADP
fcis-9424	69	38	1	1	NUM
fcis-9424	69	39	.	.	PUNCT
fcis-9424	70	1	then	then	ADV
fcis-9424	70	2	the	the	DET
fcis-9424	70	3	images	image	NOUN
fcis-9424	70	4	are	be	AUX
fcis-9424	70	5	coded	code	VERB
fcis-9424	70	6	and	and	CCONJ
fcis-9424	70	7	transformed	transform	VERB
fcis-9424	70	8	into	into	ADP
fcis-9424	70	9	a	a	DET
fcis-9424	70	10	one	one	NUM
fcis-9424	70	11	-	-	PUNCT
fcis-9424	70	12	dimensional	dimensional	ADJ
fcis-9424	70	13	array	array	NOUN
fcis-9424	70	14	.	.	PUNCT
fcis-9424	71	1	the	the	DET
fcis-9424	71	2	final	final	ADJ
fcis-9424	71	3	step	step	NOUN
fcis-9424	71	4	of	of	ADP
fcis-9424	71	5	data	datum	NOUN
fcis-9424	71	6	processing	processing	NOUN
fcis-9424	71	7	is	be	AUX
fcis-9424	71	8	to	to	PART
fcis-9424	71	9	split	split	VERB
fcis-9424	71	10	the	the	DET
fcis-9424	71	11	data	datum	NOUN
fcis-9424	71	12	set	set	VERB
fcis-9424	71	13	into	into	ADP
fcis-9424	71	14	a	a	DET
fcis-9424	71	15	test	test	NOUN
fcis-9424	71	16	set	set	VERB
fcis-9424	71	17	and	and	CCONJ
fcis-9424	71	18	a	a	DET
fcis-9424	71	19	training	training	NOUN
fcis-9424	71	20	set	set	NOUN
fcis-9424	71	21	,	,	PUNCT
fcis-9424	71	22	with	with	SCONJ
fcis-9424	71	23	the	the	DET
fcis-9424	71	24	test	test	NOUN
fcis-9424	71	25	set	set	VERB
fcis-9424	71	26	accounting	account	VERB
fcis-9424	71	27	for	for	ADP
fcis-9424	71	28	20	20	NUM
fcis-9424	71	29	%	%	NOUN
fcis-9424	71	30	of	of	ADP
fcis-9424	71	31	the	the	DET
fcis-9424	71	32	total	total	ADJ
fcis-9424	71	33	data	datum	NOUN
fcis-9424	71	34	.	.	PUNCT
fcis-9424	72	1	the	the	DET
fcis-9424	72	2	second	second	ADJ
fcis-9424	72	3	step	step	NOUN
fcis-9424	72	4	is	be	AUX
fcis-9424	72	5	to	to	PART
fcis-9424	72	6	train	train	VERB
fcis-9424	72	7	the	the	DET
fcis-9424	72	8	model	model	NOUN
fcis-9424	72	9	,	,	PUNCT
fcis-9424	72	10	through	through	ADP
fcis-9424	72	11	the	the	DET
fcis-9424	72	12	logistic	logistic	ADJ
fcis-9424	72	13	regression	regression	NOUN
fcis-9424	72	14	algorithm	algorithm	NOUN
fcis-9424	72	15	on	on	ADP
fcis-9424	72	16	the	the	DET
fcis-9424	72	17	training	training	NOUN
fcis-9424	72	18	,	,	PUNCT
fcis-9424	72	19	will	will	AUX
fcis-9424	72	20	be	be	AUX
fcis-9424	72	21	trained	train	VERB
fcis-9424	72	22	to	to	PART
fcis-9424	72	23	play	play	VERB
fcis-9424	72	24	the	the	DET
fcis-9424	72	25	model	model	NOUN
fcis-9424	72	26	to	to	PART
fcis-9424	72	27	save	save	VERB
fcis-9424	72	28	,	,	PUNCT
fcis-9424	72	29	the	the	DET
fcis-9424	72	30	number	number	NOUN
fcis-9424	72	31	of	of	ADP
fcis-9424	72	32	iterations	iteration	NOUN
fcis-9424	72	33	is	be	AUX
fcis-9424	72	34	500	500	NUM
fcis-9424	72	35	,	,	PUNCT
fcis-9424	72	36	the	the	DET
fcis-9424	72	37	accuracy	accuracy	NOUN
fcis-9424	72	38	of	of	ADP
fcis-9424	72	39	0.94.the	0.94.the	DET
fcis-9424	72	40	last	last	ADJ
fcis-9424	72	41	step	step	NOUN
fcis-9424	72	42	is	be	AUX
fcis-9424	72	43	to	to	PART
fcis-9424	72	44	use	use	VERB
fcis-9424	72	45	the	the	DET
fcis-9424	72	46	trained	train	VERB
fcis-9424	72	47	model	model	NOUN
fcis-9424	72	48	is	be	AUX
fcis-9424	72	49	the	the	DET
fcis-9424	72	50	machine	machine	NOUN
fcis-9424	72	51	automatically	automatically	ADV
fcis-9424	72	52	play	play	VERB
fcis-9424	72	53	the	the	DET
fcis-9424	72	54	game	game	NOUN
fcis-9424	72	55	,	,	PUNCT
fcis-9424	72	56	here	here	ADV
fcis-9424	72	57	used	use	VERB
fcis-9424	72	58	the	the	DET
fcis-9424	72	59	pynput	pynput	NOUN
fcis-9424	72	60	library	library	NOUN
fcis-9424	72	61	,	,	PUNCT
fcis-9424	72	62	created	create	VERB
fcis-9424	72	63	a	a	DET
fcis-9424	72	64	space	space	NOUN
fcis-9424	72	65	bar	bar	NOUN
fcis-9424	72	66	to	to	PART
fcis-9424	72	67	control	control	VERB
fcis-9424	72	68	the	the	DET
fcis-9424	72	69	small	small	ADJ
fcis-9424	72	70	dinosaur	dinosaur	NOUN
fcis-9424	72	71	jump	jump	NOUN
fcis-9424	72	72	,	,	PUNCT
fcis-9424	72	73	run	run	VERB
fcis-9424	72	74	the	the	DET
fcis-9424	72	75	code	code	NOUN
fcis-9424	72	76	,	,	PUNCT
fcis-9424	72	77	intercept	intercept	VERB
fcis-9424	72	78	the	the	DET
fcis-9424	72	79	current	current	ADJ
fcis-9424	72	80	game	game	NOUN
fcis-9424	72	81	screen	screen	NOUN
fcis-9424	72	82	,	,	PUNCT
fcis-9424	72	83	through	through	ADP
fcis-9424	72	84	the	the	DET
fcis-9424	72	85	training	training	NOUN
fcis-9424	72	86	model	model	NOUN
fcis-9424	72	87	prediction	prediction	NOUN
fcis-9424	72	88	results	result	NOUN
fcis-9424	72	89	,	,	PUNCT
fcis-9424	72	90	determine	determine	VERB
fcis-9424	72	91	whether	whether	SCONJ
fcis-9424	72	92	the	the	DET
fcis-9424	72	93	need	need	NOUN
fcis-9424	72	94	to	to	PART
fcis-9424	72	95	jump	jump	VERB
fcis-9424	72	96	,	,	PUNCT
fcis-9424	72	97	if	if	SCONJ
fcis-9424	72	98	necessary	necessary	ADJ
fcis-9424	72	99	,	,	PUNCT
fcis-9424	72	100	then	then	ADV
fcis-9424	72	101	use	use	VERB
fcis-9424	72	102	the	the	DET
fcis-9424	72	103	keyboard	keyboard	NOUN
fcis-9424	72	104	control	control	NOUN
fcis-9424	72	105	through	through	ADP
fcis-9424	72	106	pynput	pynput	NOUN
fcis-9424	72	107	,	,	PUNCT
fcis-9424	72	108	press	press	VERB
fcis-9424	72	109	the	the	DET
fcis-9424	72	110	jump	jump	NOUN
fcis-9424	72	111	button	button	NOUN
fcis-9424	72	112	.	.	PUNCT
fcis-9424	73	1	the	the	DET
fcis-9424	73	2	results	result	NOUN
fcis-9424	73	3	trained	train	VERB
fcis-9424	73	4	by	by	ADP
fcis-9424	73	5	logistic	logistic	ADJ
fcis-9424	73	6	regression	regression	NOUN
fcis-9424	73	7	can	can	AUX
fcis-9424	73	8	make	make	VERB
fcis-9424	73	9	the	the	DET
fcis-9424	73	10	little	little	ADJ
fcis-9424	73	11	dinosaur	dinosaur	NOUN
fcis-9424	73	12	run	run	VERB
fcis-9424	73	13	to	to	ADP
fcis-9424	73	14	about	about	ADV
fcis-9424	73	15	700	700	NUM
fcis-9424	73	16	points	point	NOUN
fcis-9424	73	17	,	,	PUNCT
fcis-9424	73	18	because	because	SCONJ
fcis-9424	73	19	after	after	ADP
fcis-9424	73	20	700	700	NUM
fcis-9424	73	21	points	point	NOUN
fcis-9424	73	22	the	the	DET
fcis-9424	73	23	game	game	NOUN
fcis-9424	73	24	will	will	AUX
fcis-9424	73	25	enter	enter	VERB
fcis-9424	73	26	the	the	DET
fcis-9424	73	27	black	black	ADJ
fcis-9424	73	28	sky	sky	NOUN
fcis-9424	73	29	mode	mode	NOUN
fcis-9424	73	30	,	,	PUNCT
fcis-9424	73	31	and	and	CCONJ
fcis-9424	73	32	logistic	logistic	ADJ
fcis-9424	73	33	regression	regression	NOUN
fcis-9424	73	34	is	be	AUX
fcis-9424	73	35	more	more	ADV
fcis-9424	73	36	suitable	suitable	ADJ
fcis-9424	73	37	for	for	ADP
fcis-9424	73	38	training	train	VERB
fcis-9424	73	39	the	the	DET
fcis-9424	73	40	second	second	ADJ
fcis-9424	73	41	classification	classification	NOUN
fcis-9424	73	42	of	of	ADP
fcis-9424	73	43	the	the	DET
fcis-9424	73	44	model	model	NOUN
fcis-9424	73	45	after	after	SCONJ
fcis-9424	73	46	the	the	DET
fcis-9424	73	47	black	black	ADJ
fcis-9424	73	48	sky	sky	NOUN
fcis-9424	73	49	can	can	AUX
fcis-9424	73	50	not	not	PART
fcis-9424	73	51	automatically	automatically	ADV
fcis-9424	73	52	carry	carry	VERB
fcis-9424	73	53	out	out	ADP
fcis-9424	73	54	the	the	DET
fcis-9424	73	55	game	game	NOUN
fcis-9424	73	56	,	,	PUNCT
fcis-9424	73	57	which	which	PRON
fcis-9424	73	58	is	be	AUX
fcis-9424	73	59	the	the	DET
fcis-9424	73	60	limitation	limitation	NOUN
fcis-9424	73	61	of	of	ADP
fcis-9424	73	62	logistic	logistic	ADJ
fcis-9424	73	63	regression	regression	NOUN
fcis-9424	73	64	.	.	PUNCT
fcis-9424	74	1	therefore	therefore	ADV
fcis-9424	74	2	,	,	PUNCT
fcis-9424	74	3	this	this	DET
fcis-9424	74	4	project	project	NOUN
fcis-9424	74	5	uses	use	VERB
fcis-9424	74	6	the	the	DET
fcis-9424	74	7	svm	svm	ADJ
fcis-9424	74	8	algorithm	algorithm	NOUN
fcis-9424	74	9	and	and	CCONJ
fcis-9424	74	10	logistic	logistic	ADJ
fcis-9424	74	11	regression	regression	NOUN
fcis-9424	74	12	to	to	PART
fcis-9424	74	13	compare	compare	VERB
fcis-9424	74	14	the	the	DET
fcis-9424	74	15	experiment	experiment	NOUN
fcis-9424	74	16	,	,	PUNCT
fcis-9424	74	17	and	and	CCONJ
fcis-9424	74	18	the	the	DET
fcis-9424	74	19	difference	difference	NOUN
fcis-9424	74	20	with	with	ADP
fcis-9424	74	21	the	the	DET
fcis-9424	74	22	logistic	logistic	ADJ
fcis-9424	74	23	regression	regression	NOUN
fcis-9424	74	24	algorithm	algorithm	NOUN
fcis-9424	74	25	is	be	AUX
fcis-9424	74	26	that	that	SCONJ
fcis-9424	74	27	we	we	PRON
fcis-9424	74	28	divide	divide	VERB
fcis-9424	74	29	the	the	DET
fcis-9424	74	30	intercepted	intercept	VERB
fcis-9424	74	31	image	image	NOUN
fcis-9424	74	32	data	datum	NOUN
fcis-9424	74	33	into	into	ADP
fcis-9424	74	34	four	four	NUM
fcis-9424	74	35	groups	group	NOUN
fcis-9424	74	36	.	.	PUNCT
fcis-9424	75	1	the	the	DET
fcis-9424	75	2	svc	svc	PROPN
fcis-9424	75	3	function	function	NOUN
fcis-9424	75	4	is	be	AUX
fcis-9424	75	5	used	use	VERB
fcis-9424	75	6	for	for	ADP
fcis-9424	75	7	classification	classification	NOUN
fcis-9424	75	8	in	in	ADP
fcis-9424	75	9	svm	svm	PROPN
fcis-9424	75	10	.	.	PUNCT
fcis-9424	76	1	since	since	SCONJ
fcis-9424	76	2	svc	svc	PROPN
fcis-9424	76	3	is	be	AUX
fcis-9424	76	4	mainly	mainly	ADV
fcis-9424	76	5	used	use	VERB
fcis-9424	76	6	for	for	ADP
fcis-9424	76	7	binary	binary	ADJ
fcis-9424	76	8	classification	classification	NOUN
fcis-9424	76	9	,	,	PUNCT
fcis-9424	76	10	we	we	PRON
fcis-9424	76	11	add	add	VERB
fcis-9424	76	12	parameters	parameter	NOUN
fcis-9424	76	13	to	to	ADP
fcis-9424	76	14	the	the	DET
fcis-9424	76	15	function	function	NOUN
fcis-9424	76	16	,	,	PUNCT
fcis-9424	76	17	firstly	firstly	ADV
fcis-9424	76	18	,	,	PUNCT
fcis-9424	76	19	the	the	DET
fcis-9424	76	20	kernel	kernel	PROPN
fcis-9424	76	21	function	function	PROPN
fcis-9424	76	22	.	.	PUNCT
fcis-9424	77	1	therefore	therefore	ADV
fcis-9424	77	2	,	,	PUNCT
fcis-9424	77	3	the	the	DET
fcis-9424	77	4	linear	linear	ADJ
fcis-9424	77	5	kernel	kernel	PROPN
fcis-9424	77	6	function	function	NOUN
fcis-9424	77	7	was	be	AUX
fcis-9424	77	8	chosen	choose	VERB
fcis-9424	77	9	for	for	ADP
fcis-9424	77	10	this	this	DET
fcis-9424	77	11	project	project	NOUN
fcis-9424	77	12	,	,	PUNCT
fcis-9424	77	13	and	and	CCONJ
fcis-9424	77	14	the	the	DET
fcis-9424	77	15	one	one	NUM
fcis-9424	77	16	-	-	PUNCT
fcis-9424	77	17	to	to	ADP
fcis-9424	77	18	-	-	PUNCT
fcis-9424	77	19	one	one	NUM
fcis-9424	77	20	method	method	NOUN
fcis-9424	77	21	was	be	AUX
fcis-9424	77	22	chosen	choose	VERB
fcis-9424	77	23	for	for	ADP
fcis-9424	77	24	the	the	DET
fcis-9424	77	25	multi	multi	ADJ
fcis-9424	77	26	classification	classification	NOUN
fcis-9424	77	27	method	method	NOUN
fcis-9424	77	28	,	,	PUNCT
fcis-9424	77	29	and	and	CCONJ
fcis-9424	77	30	the	the	DET
fcis-9424	77	31	final	final	ADJ
fcis-9424	77	32	result	result	NOUN
fcis-9424	77	33	reached	reach	VERB
fcis-9424	77	34	2550	2550	NUM
fcis-9424	77	35	points	point	NOUN
fcis-9424	77	36	.	.	PUNCT
fcis-9424	78	1	table	table	NOUN
fcis-9424	78	2	1	1	NUM
fcis-9424	78	3	.	.	PUNCT
fcis-9424	79	1	the	the	DET
fcis-9424	79	2	four	four	NUM
fcis-9424	79	3	sets	set	NOUN
fcis-9424	79	4	of	of	ADP
fcis-9424	79	5	data	datum	NOUN
fcis-9424	79	6	:	:	PUNCT
fcis-9424	79	7	data	datum	NOUN
fcis-9424	79	8	item	item	NOUN
fcis-9424	79	9	name	name	NOUN
fcis-9424	79	10	data	datum	NOUN
fcis-9424	79	11	meaning	mean	VERB
fcis-9424	79	12	type	type	NOUN
fcis-9424	79	13	of	of	ADP
fcis-9424	79	14	data	datum	NOUN
fcis-9424	79	15	data	datum	NOUN
fcis-9424	79	16	size	size	NOUN
fcis-9424	79	17	jump	jump	NOUN
fcis-9424	79	18	need	need	VERB
fcis-9424	79	19	to	to	PART
fcis-9424	79	20	jump	jump	VERB
fcis-9424	79	21	image	image	NOUN
fcis-9424	79	22	128	128	NUM
fcis-9424	79	23	none	none	NOUN
fcis-9424	79	24	no	no	DET
fcis-9424	79	25	need	need	NOUN
fcis-9424	79	26	to	to	PART
fcis-9424	79	27	jump	jump	VERB
fcis-9424	79	28	image	image	NOUN
fcis-9424	79	29	253	253	NUM
fcis-9424	79	30	night_jump	night_jump	NOUN
fcis-9424	79	31	night	night	NOUN
fcis-9424	79	32	and	and	CCONJ
fcis-9424	79	33	need	need	VERB
fcis-9424	79	34	to	to	PART
fcis-9424	79	35	jump	jump	VERB
fcis-9424	79	36	image	image	NOUN
fcis-9424	79	37	69	69	NUM
fcis-9424	79	38	night_none	night_none	NUM
fcis-9424	79	39	night	night	NOUN
fcis-9424	79	40	without	without	ADP
fcis-9424	79	41	jumping	jump	VERB
fcis-9424	79	42	image	image	NOUN
fcis-9424	79	43	107	107	NUM
fcis-9424	79	44	table	table	NOUN
fcis-9424	79	45	2	2	NUM
fcis-9424	79	46	.	.	PUNCT
fcis-9424	79	47	svm	svm	PROPN
fcis-9424	79	48	parameter	parameter	PROPN
fcis-9424	79	49	selection	selection	NOUN
fcis-9424	79	50	:	:	PUNCT
fcis-9424	79	51	parameter	parameter	NOUN
fcis-9424	79	52	parameter	parameter	PROPN
fcis-9424	79	53	value	value	NOUN
fcis-9424	79	54	function	function	NOUN
fcis-9424	79	55	kernel	kernel	PROPN
fcis-9424	79	56	linear	linear	PROPN
fcis-9424	79	57	linear	linear	PROPN
fcis-9424	79	58	kernel	kernel	PROPN
fcis-9424	79	59	function	function	PROPN
fcis-9424	79	60	decision_function_shape	decision_function_shape	PROPN
fcis-9424	79	61	ovo	ovo	PROPN
fcis-9424	79	62	one	one	NUM
fcis-9424	79	63	-	-	PUNCT
fcis-9424	79	64	versus	versus	ADP
fcis-9424	79	65	-	-	PUNCT
fcis-9424	79	66	one	one	NUM
fcis-9424	79	67	figure	figure	NOUN
fcis-9424	79	68	4	4	NUM
fcis-9424	79	69	.	.	PUNCT
fcis-9424	79	70	training	training	NOUN
fcis-9424	79	71	results	result	NOUN
fcis-9424	79	72	and	and	CCONJ
fcis-9424	79	73	speed	speed	NOUN
fcis-9424	79	74	of	of	ADP
fcis-9424	79	75	four	four	NUM
fcis-9424	79	76	kernel	kernel	NOUN
fcis-9424	79	77	5	5	NUM
fcis-9424	79	78	.	.	PUNCT
fcis-9424	79	79	experimental	experimental	ADJ
fcis-9424	79	80	summary	summary	NOUN
fcis-9424	79	81	after	after	ADP
fcis-9424	79	82	the	the	DET
fcis-9424	79	83	experiment	experiment	NOUN
fcis-9424	79	84	,	,	PUNCT
fcis-9424	79	85	the	the	DET
fcis-9424	79	86	logistic	logistic	ADJ
fcis-9424	79	87	regression	regression	NOUN
fcis-9424	79	88	algorithm	algorithm	NOUN
fcis-9424	79	89	,	,	PUNCT
fcis-9424	79	90	to	to	PART
fcis-9424	79	91	train	train	VERB
fcis-9424	79	92	the	the	DET
fcis-9424	79	93	model	model	NOUN
fcis-9424	79	94	,	,	PUNCT
fcis-9424	79	95	can	can	AUX
fcis-9424	79	96	exclude	exclude	VERB
fcis-9424	79	97	some	some	DET
fcis-9424	79	98	complex	complex	ADJ
fcis-9424	79	99	situations	situation	NOUN
fcis-9424	79	100	in	in	ADP
fcis-9424	79	101	the	the	DET
fcis-9424	79	102	game	game	NOUN
fcis-9424	79	103	,	,	PUNCT
fcis-9424	79	104	the	the	DET
fcis-9424	79	105	game	game	NOUN
fcis-9424	79	106	has	have	AUX
fcis-9424	79	107	been	be	AUX
fcis-9424	79	108	simplified	simplify	VERB
fcis-9424	79	109	to	to	PART
fcis-9424	79	110	achieve	achieve	VERB
fcis-9424	79	111	the	the	DET
fcis-9424	79	112	training	training	NOUN
fcis-9424	79	113	effect	effect	NOUN
fcis-9424	79	114	but	but	CCONJ
fcis-9424	79	115	as	as	SCONJ
fcis-9424	79	116	mentioned	mention	VERB
fcis-9424	79	117	above	above	ADV
fcis-9424	79	118	,	,	PUNCT
fcis-9424	79	119	logistic	logistic	ADJ
fcis-9424	79	120	regression	regression	NOUN
fcis-9424	79	121	has	have	VERB
fcis-9424	79	122	a	a	DET
fcis-9424	79	123	great	great	ADJ
fcis-9424	79	124	limitation	limitation	NOUN
fcis-9424	79	125	,	,	PUNCT
fcis-9424	79	126	can	can	AUX
fcis-9424	79	127	only	only	ADV
fcis-9424	79	128	run	run	VERB
fcis-9424	79	129	to	to	ADP
fcis-9424	79	130	about	about	ADV
fcis-9424	79	131	700	700	NUM
fcis-9424	79	132	points	point	NOUN
fcis-9424	79	133	,	,	PUNCT
fcis-9424	79	134	into	into	ADP
fcis-9424	79	135	the	the	DET
fcis-9424	79	136	dark	dark	NOUN
fcis-9424	79	137	can	can	AUX
fcis-9424	79	138	not	not	PART
fcis-9424	79	139	continue	continue	VERB
fcis-9424	79	140	the	the	DET
fcis-9424	79	141	game	game	NOUN
fcis-9424	79	142	.	.	PUNCT
fcis-9424	80	1	the	the	DET
fcis-9424	80	2	svm	svm	PROPN
fcis-9424	80	3	algorithm	algorithm	NOUN
fcis-9424	80	4	,	,	PUNCT
fcis-9424	80	5	on	on	ADP
fcis-9424	80	6	the	the	DET
fcis-9424	80	7	other	other	ADJ
fcis-9424	80	8	hand	hand	NOUN
fcis-9424	80	9	,	,	PUNCT
fcis-9424	80	10	is	be	AUX
fcis-9424	80	11	faster	fast	ADJ
fcis-9424	80	12	to	to	PART
fcis-9424	80	13	train	train	VERB
fcis-9424	80	14	and	and	CCONJ
fcis-9424	80	15	more	more	ADV
fcis-9424	80	16	accurate	accurate	ADJ
fcis-9424	80	17	than	than	ADP
fcis-9424	80	18	the	the	DET
fcis-9424	80	19	logistic	logistic	ADJ
fcis-9424	80	20	regression	regression	NOUN
fcis-9424	80	21	algorithm	algorithm	NOUN
fcis-9424	80	22	,	,	PUNCT
fcis-9424	80	23	and	and	CCONJ
fcis-9424	80	24	the	the	DET
fcis-9424	80	25	dinosaur	dinosaur	NOUN
fcis-9424	80	26	performance	performance	NOUN
fcis-9424	80	27	is	be	AUX
fcis-9424	80	28	much	much	ADV
fcis-9424	80	29	better	well	ADJ
fcis-9424	80	30	to	to	PART
fcis-9424	80	31	reach	reach	VERB
fcis-9424	80	32	about	about	ADV
fcis-9424	80	33	2550	2550	NUM
fcis-9424	80	34	points	point	NOUN
fcis-9424	80	35	.	.	PUNCT
fcis-9424	81	1	compared	compare	VERB
fcis-9424	81	2	to	to	ADP
fcis-9424	81	3	the	the	DET
fcis-9424	81	4	method	method	NOUN
fcis-9424	81	5	of	of	ADP
fcis-9424	81	6	determining	determine	VERB
fcis-9424	81	7	whether	whether	SCONJ
fcis-9424	81	8	to	to	PART
fcis-9424	81	9	jump	jump	VERB
fcis-9424	81	10	by	by	ADP
fcis-9424	81	11	the	the	DET
fcis-9424	81	12	pixels	pixel	NOUN
fcis-9424	81	13	in	in	ADP
fcis-9424	81	14	front	front	NOUN
fcis-9424	81	15	of	of	ADP
fcis-9424	81	16	the	the	DET
fcis-9424	81	17	dinosaur	dinosaur	NOUN
fcis-9424	81	18	,	,	PUNCT
fcis-9424	81	19	the	the	DET
fcis-9424	81	20	use	use	NOUN
fcis-9424	81	21	of	of	ADP
fcis-9424	81	22	machine	machine	NOUN
fcis-9424	81	23	learning	learn	VERB
fcis-9424	81	24	not	not	PART
fcis-9424	81	25	only	only	ADV
fcis-9424	81	26	has	have	VERB
fcis-9424	81	27	a	a	DET
fcis-9424	81	28	greater	great	ADJ
fcis-9424	81	29	improvement	improvement	NOUN
fcis-9424	81	30	in	in	ADP
fcis-9424	81	31	accuracy	accuracy	NOUN
fcis-9424	81	32	,	,	PUNCT
fcis-9424	81	33	but	but	CCONJ
fcis-9424	81	34	also	also	ADV
fcis-9424	81	35	a	a	DET
fcis-9424	81	36	faster	fast	ADJ
fcis-9424	81	37	image	image	NOUN
fcis-9424	81	38	processing	processing	NOUN
fcis-9424	81	39	speed	speed	NOUN
fcis-9424	81	40	.	.	PUNCT
fcis-9424	82	1	however	however	ADV
fcis-9424	82	2	,	,	PUNCT
fcis-9424	82	3	there	there	PRON
fcis-9424	82	4	are	be	VERB
fcis-9424	82	5	still	still	ADV
fcis-9424	82	6	deficiencies	deficiency	NOUN
fcis-9424	82	7	in	in	ADP
fcis-9424	82	8	the	the	DET
fcis-9424	82	9	current	current	ADJ
fcis-9424	82	10	experiment	experiment	NOUN
fcis-9424	82	11	.	.	PUNCT
fcis-9424	83	1	in	in	ADP
fcis-9424	83	2	the	the	DET
fcis-9424	83	3	data	data	NOUN
fcis-9424	83	4	processing	processing	NOUN
fcis-9424	83	5	part	part	NOUN
fcis-9424	83	6	,	,	PUNCT
fcis-9424	83	7	because	because	SCONJ
fcis-9424	83	8	the	the	DET
fcis-9424	83	9	images	image	NOUN
fcis-9424	83	10	used	use	VERB
fcis-9424	83	11	for	for	ADP
fcis-9424	83	12	training	training	NOUN
fcis-9424	83	13	are	be	AUX
fcis-9424	83	14	manually	manually	ADV
fcis-9424	83	15	classified	classify	VERB
fcis-9424	83	16	,	,	PUNCT
fcis-9424	83	17	the	the	DET
fcis-9424	83	18	trained	train	VERB
fcis-9424	83	19	small	small	ADJ
fcis-9424	83	20	dinosaurs	dinosaur	NOUN
fcis-9424	83	21	are	be	AUX
fcis-9424	83	22	very	very	ADV
fcis-9424	83	23	unstable	unstable	ADJ
fcis-9424	83	24	.	.	PUNCT
fcis-9424	84	1	the	the	DET
fcis-9424	84	2	speed	speed	NOUN
fcis-9424	84	3	of	of	ADP
fcis-9424	84	4	the	the	DET
fcis-9424	84	5	game	game	NOUN
fcis-9424	84	6	will	will	AUX
fcis-9424	84	7	continue	continue	VERB
fcis-9424	84	8	to	to	PART
fcis-9424	84	9	speed	speed	VERB
fcis-9424	84	10	up	up	ADP
fcis-9424	84	11	as	as	SCONJ
fcis-9424	84	12	the	the	DET
fcis-9424	84	13	game	game	NOUN
fcis-9424	84	14	progresses	progress	VERB
fcis-9424	84	15	,	,	PUNCT
fcis-9424	84	16	and	and	CCONJ
fcis-9424	84	17	the	the	DET
fcis-9424	84	18	height	height	NOUN
fcis-9424	84	19	of	of	ADP
fcis-9424	84	20	obstacles	obstacle	NOUN
fcis-9424	84	21	,	,	PUNCT
fcis-9424	84	22	the	the	DET
fcis-9424	84	23	width	width	NOUN
fcis-9424	84	24	is	be	AUX
fcis-9424	84	25	different	different	ADJ
fcis-9424	84	26	,	,	PUNCT
fcis-9424	84	27	so	so	SCONJ
fcis-9424	84	28	even	even	ADV
fcis-9424	84	29	the	the	DET
fcis-9424	84	30	same	same	ADJ
fcis-9424	84	31	obstacle	obstacle	NOUN
fcis-9424	84	32	in	in	ADP
fcis-9424	84	33	the	the	DET
fcis-9424	84	34	game	game	NOUN
fcis-9424	84	35	will	will	AUX
fcis-9424	84	36	have	have	VERB
fcis-9424	84	37	different	different	ADJ
fcis-9424	84	38	best	good	ADJ
fcis-9424	84	39	timings	timing	NOUN
fcis-9424	84	40	for	for	ADP
fcis-9424	84	41	jumping	jump	VERB
fcis-9424	84	42	due	due	ADP
fcis-9424	84	43	to	to	ADP
fcis-9424	84	44	different	different	ADJ
fcis-9424	84	45	speeds	speed	NOUN
fcis-9424	84	46	,	,	PUNCT
fcis-9424	84	47	so	so	SCONJ
fcis-9424	84	48	the	the	DET
fcis-9424	84	49	final	final	ADJ
fcis-9424	84	50	score	score	NOUN
fcis-9424	84	51	is	be	AUX
fcis-9424	84	52	slightly	slightly	ADV
fcis-9424	84	53	unstable	unstable	ADJ
fcis-9424	84	54	.	.	PUNCT
fcis-9424	85	1	6	6	X
fcis-9424	85	2	.	.	X
fcis-9424	85	3	conclusion	conclusion	NOUN
fcis-9424	85	4	and	and	CCONJ
fcis-9424	85	5	outlook	outlook	NOUN
fcis-9424	85	6	this	this	DET
fcis-9424	85	7	article	article	NOUN
fcis-9424	85	8	uses	use	VERB
fcis-9424	85	9	the	the	DET
fcis-9424	85	10	logistic	logistic	ADJ
fcis-9424	85	11	regression	regression	NOUN
fcis-9424	85	12	algorithm	algorithm	NOUN
fcis-9424	85	13	and	and	CCONJ
fcis-9424	85	14	the	the	DET
fcis-9424	85	15	support	support	NOUN
fcis-9424	85	16	vector	vector	NOUN
fcis-9424	85	17	machine	machine	NOUN
fcis-9424	85	18	algorithm	algorithm	NOUN
fcis-9424	85	19	to	to	PART
fcis-9424	85	20	train	train	VERB
fcis-9424	85	21	the	the	DET
fcis-9424	85	22	machine	machine	NOUN
fcis-9424	85	23	to	to	PART
fcis-9424	85	24	automatically	automatically	ADV
fcis-9424	85	25	play	play	VERB
fcis-9424	85	26	the	the	DET
fcis-9424	85	27	game	game	NOUN
fcis-9424	85	28	of	of	ADP
fcis-9424	85	29	google	google	PROPN
fcis-9424	85	30	dinosaur	dinosaur	NOUN
fcis-9424	85	31	parkour	parkour	NOUN
fcis-9424	85	32	,	,	PUNCT
fcis-9424	85	33	analyzes	analyze	VERB
fcis-9424	85	34	the	the	DET
fcis-9424	85	35	difference	difference	NOUN
fcis-9424	85	36	between	between	ADP
fcis-9424	85	37	the	the	DET
fcis-9424	85	38	logistic	logistic	ADJ
fcis-9424	85	39	regression	regression	NOUN
fcis-9424	85	40	and	and	CCONJ
fcis-9424	85	41	the	the	DET
fcis-9424	85	42	support	support	NOUN
fcis-9424	85	43	vector	vector	NOUN
fcis-9424	85	44	machine	machine	NOUN
fcis-9424	85	45	application	application	NOUN
fcis-9424	85	46	,	,	PUNCT
fcis-9424	85	47	and	and	CCONJ
fcis-9424	85	48	compares	compare	VERB
fcis-9424	85	49	the	the	DET
fcis-9424	85	50	use	use	NOUN
fcis-9424	85	51	of	of	ADP
fcis-9424	85	52	various	various	ADJ
fcis-9424	85	53	kernel	kernel	NOUN
fcis-9424	85	54	functions	function	NOUN
fcis-9424	85	55	of	of	ADP
fcis-9424	85	56	svm	svm	NOUN
fcis-9424	85	57	,	,	PUNCT
fcis-9424	85	58	and	and	CCONJ
fcis-9424	85	59	finally	finally	ADV
fcis-9424	85	60	makes	make	VERB
fcis-9424	85	61	our	our	PRON
fcis-9424	85	62	small	small	ADJ
fcis-9424	85	63	dinosaurs	dinosaur	NOUN
fcis-9424	85	64	can	can	AUX
fcis-9424	85	65	achieve	achieve	VERB
fcis-9424	85	66	higher	high	ADJ
fcis-9424	85	67	scores	score	NOUN
fcis-9424	85	68	.	.	PUNCT
fcis-9424	86	1	the	the	DET
fcis-9424	86	2	use	use	NOUN
fcis-9424	86	3	of	of	ADP
fcis-9424	86	4	artificial	artificial	ADJ
fcis-9424	86	5	intelligence	intelligence	NOUN
fcis-9424	86	6	technology	technology	NOUN
fcis-9424	86	7	in	in	ADP
fcis-9424	86	8	games	game	NOUN
fcis-9424	86	9	will	will	AUX
fcis-9424	86	10	undoubtedly	undoubtedly	ADV
fcis-9424	86	11	be	be	AUX
fcis-9424	86	12	a	a	DET
fcis-9424	86	13	groundbreaking	groundbreaking	ADJ
fcis-9424	86	14	technology	technology	NOUN
fcis-9424	86	15	for	for	ADP
fcis-9424	86	16	video	video	NOUN
fcis-9424	86	17	games	game	NOUN
fcis-9424	86	18	.	.	PUNCT
fcis-9424	87	1	the	the	DET
fcis-9424	87	2	gameplay	gameplay	NOUN
fcis-9424	87	3	and	and	CCONJ
fcis-9424	87	4	fun	fun	NOUN
fcis-9424	87	5	will	will	AUX
fcis-9424	87	6	be	be	AUX
fcis-9424	87	7	richer	rich	ADJ
fcis-9424	87	8	,	,	PUNCT
fcis-9424	87	9	allowing	allow	VERB
fcis-9424	87	10	players	player	NOUN
fcis-9424	87	11	to	to	PART
fcis-9424	87	12	have	have	VERB
fcis-9424	87	13	a	a	DET
fcis-9424	87	14	richer	rich	ADJ
fcis-9424	87	15	experience	experience	NOUN
fcis-9424	87	16	.	.	PUNCT
fcis-9424	88	1	with	with	ADP
fcis-9424	88	2	the	the	DET
fcis-9424	88	3	development	development	NOUN
fcis-9424	88	4	of	of	ADP
fcis-9424	88	5	artificial	artificial	ADJ
fcis-9424	88	6	intelligence	intelligence	NOUN
fcis-9424	88	7	technology	technology	NOUN
fcis-9424	88	8	,	,	PUNCT
fcis-9424	88	9	more	more	ADJ
fcis-9424	88	10	and	and	CCONJ
fcis-9424	88	11	more	more	ADV
fcis-9424	88	12	the	the	DET
fcis-9424	88	13	novel	novel	ADJ
fcis-9424	88	14	game	game	NOUN
fcis-9424	88	15	experience	experience	NOUN
fcis-9424	88	16	will	will	AUX
fcis-9424	88	17	also	also	ADV
fcis-9424	88	18	be	be	AUX
fcis-9424	88	19	presented	present	VERB
fcis-9424	88	20	in	in	ADP
fcis-9424	88	21	front	front	NOUN
fcis-9424	88	22	of	of	ADP
fcis-9424	88	23	the	the	DET
fcis-9424	88	24	players	player	NOUN
fcis-9424	88	25	,	,	PUNCT
fcis-9424	88	26	and	and	CCONJ
fcis-9424	88	27	59	59	NUM
fcis-9424	88	28	the	the	DET
fcis-9424	88	29	game	game	NOUN
fcis-9424	88	30	can	can	AUX
fcis-9424	88	31	also	also	ADV
fcis-9424	88	32	become	become	VERB
fcis-9424	88	33	the	the	DET
fcis-9424	88	34	touchstone	touchstone	NOUN
fcis-9424	88	35	of	of	ADP
fcis-9424	88	36	ai	ai	VERB
fcis-9424	88	37	for	for	ADP
fcis-9424	88	38	ai	ai	NOUN
fcis-9424	88	39	.	.	PUNCT
fcis-9424	89	1	the	the	DET
fcis-9424	89	2	birth	birth	NOUN
fcis-9424	89	3	of	of	ADP
fcis-9424	89	4	most	most	ADJ
fcis-9424	89	5	groundbreaking	groundbreaking	ADJ
fcis-9424	89	6	ai	ai	NOUN
fcis-9424	89	7	is	be	AUX
fcis-9424	89	8	presented	present	VERB
fcis-9424	89	9	by	by	ADP
fcis-9424	89	10	the	the	DET
fcis-9424	89	11	game	game	NOUN
fcis-9424	89	12	in	in	ADP
fcis-9424	89	13	our	our	PRON
fcis-9424	89	14	public	public	ADJ
fcis-9424	89	15	view	view	NOUN
fcis-9424	89	16	.	.	PUNCT
fcis-9424	90	1	powerful	powerful	ADJ
fcis-9424	90	2	ai	ai	AUX
fcis-9424	90	3	defeating	defeat	VERB
fcis-9424	90	4	human	human	ADJ
fcis-9424	90	5	players	player	NOUN
fcis-9424	90	6	in	in	ADP
fcis-9424	90	7	one	one	NUM
fcis-9424	90	8	game	game	NOUN
fcis-9424	90	9	after	after	ADP
fcis-9424	90	10	another	another	PRON
fcis-9424	90	11	is	be	AUX
fcis-9424	90	12	declaring	declare	VERB
fcis-9424	90	13	that	that	SCONJ
fcis-9424	90	14	ai	ai	VERB
fcis-9424	90	15	capabilities	capability	NOUN
fcis-9424	90	16	are	be	AUX
fcis-9424	90	17	getting	get	VERB
fcis-9424	90	18	stronger	strong	ADJ
fcis-9424	90	19	and	and	CCONJ
fcis-9424	90	20	stronger	strong	ADJ
fcis-9424	90	21	,	,	PUNCT
fcis-9424	90	22	but	but	CCONJ
fcis-9424	90	23	the	the	DET
fcis-9424	90	24	role	role	NOUN
fcis-9424	90	25	of	of	ADP
fcis-9424	90	26	ai	ai	NOUN
fcis-9424	90	27	is	be	AUX
fcis-9424	90	28	not	not	PART
fcis-9424	90	29	just	just	ADV
fcis-9424	90	30	to	to	PART
fcis-9424	90	31	defeat	defeat	VERB
fcis-9424	90	32	humans	human	NOUN
fcis-9424	90	33	.	.	PUNCT
fcis-9424	91	1	in	in	ADP
fcis-9424	91	2	the	the	DET
fcis-9424	91	3	future	future	NOUN
fcis-9424	91	4	,	,	PUNCT
fcis-9424	91	5	ai	ai	VERB
fcis-9424	91	6	that	that	PRON
fcis-9424	91	7	plays	play	VERB
fcis-9424	91	8	automatically	automatically	ADV
fcis-9424	91	9	like	like	ADP
fcis-9424	91	10	this	this	DET
fcis-9424	91	11	topic	topic	NOUN
fcis-9424	91	12	will	will	AUX
fcis-9424	91	13	play	play	VERB
fcis-9424	91	14	against	against	ADP
fcis-9424	91	15	humans	human	NOUN
fcis-9424	91	16	at	at	ADP
fcis-9424	91	17	the	the	DET
fcis-9424	91	18	same	same	ADJ
fcis-9424	91	19	time	time	NOUN
fcis-9424	91	20	,	,	PUNCT
fcis-9424	91	21	it	it	PRON
fcis-9424	91	22	is	be	AUX
fcis-9424	91	23	also	also	ADV
fcis-9424	91	24	necessary	necessary	ADJ
fcis-9424	91	25	to	to	PART
fcis-9424	91	26	be	be	AUX
fcis-9424	91	27	able	able	ADJ
fcis-9424	91	28	to	to	PART
fcis-9424	91	29	judge	judge	VERB
fcis-9424	91	30	the	the	DET
fcis-9424	91	31	rationality	rationality	NOUN
fcis-9424	91	32	of	of	ADP
fcis-9424	91	33	the	the	DET
fcis-9424	91	34	game	game	NOUN
fcis-9424	91	35	,	,	PUNCT
fcis-9424	91	36	adjust	adjust	VERB
fcis-9424	91	37	the	the	DET
fcis-9424	91	38	difficulty	difficulty	NOUN
fcis-9424	91	39	of	of	ADP
fcis-9424	91	40	the	the	DET
fcis-9424	91	41	game	game	NOUN
fcis-9424	91	42	,	,	PUNCT
fcis-9424	91	43	and	and	CCONJ
fcis-9424	91	44	give	give	VERB
fcis-9424	91	45	players	player	NOUN
fcis-9424	91	46	a	a	DET
fcis-9424	91	47	better	well	ADJ
fcis-9424	91	48	experience	experience	NOUN
fcis-9424	91	49	.	.	PUNCT
fcis-9424	92	1	for	for	ADP
fcis-9424	92	2	game	game	NOUN
fcis-9424	92	3	development	development	NOUN
fcis-9424	92	4	companies	company	NOUN
fcis-9424	92	5	,	,	PUNCT
fcis-9424	92	6	the	the	DET
fcis-9424	92	7	first	first	ADJ
fcis-9424	92	8	thing	thing	NOUN
fcis-9424	92	9	is	be	AUX
fcis-9424	92	10	to	to	PART
fcis-9424	92	11	look	look	VERB
fcis-9424	92	12	for	for	ADP
fcis-9424	92	13	market	market	NOUN
fcis-9424	92	14	opportunities	opportunity	NOUN
fcis-9424	92	15	,	,	PUNCT
fcis-9424	92	16	develop	develop	VERB
fcis-9424	92	17	more	more	ADJ
fcis-9424	92	18	ai	ai	VERB
fcis-9424	92	19	application	application	NOUN
fcis-9424	92	20	areas	area	NOUN
fcis-9424	92	21	and	and	CCONJ
fcis-9424	92	22	even	even	ADV
fcis-9424	92	23	create	create	VERB
fcis-9424	92	24	game	game	NOUN
fcis-9424	92	25	types	type	NOUN
fcis-9424	92	26	that	that	PRON
fcis-9424	92	27	could	could	AUX
fcis-9424	92	28	not	not	PART
fcis-9424	92	29	exist	exist	VERB
fcis-9424	92	30	before	before	ADV
fcis-9424	92	31	,	,	PUNCT
fcis-9424	92	32	allowing	allow	VERB
fcis-9424	92	33	games	game	NOUN
fcis-9424	92	34	to	to	PART
fcis-9424	92	35	incorporate	incorporate	VERB
fcis-9424	92	36	more	more	ADJ
fcis-9424	92	37	ai	ai	PROPN
fcis-9424	92	38	technologies	technology	NOUN
fcis-9424	92	39	,	,	PUNCT
fcis-9424	92	40	even	even	ADV
fcis-9424	92	41	like	like	ADP
fcis-9424	92	42	“	"	PUNCT
fcis-9424	92	43	star	star	NOUN
fcis-9424	92	44	trek	trek	NOUN
fcis-9424	92	45	”	"	PUNCT
fcis-9424	92	46	in	in	ADP
fcis-9424	92	47	science	science	NOUN
fcis-9424	92	48	fiction	fiction	NOUN
fcis-9424	92	49	movies	movie	NOUN
fcis-9424	92	50	create	create	VERB
fcis-9424	92	51	a	a	DET
fcis-9424	92	52	personalized	personalized	ADJ
fcis-9424	92	53	game	game	NOUN
fcis-9424	92	54	according	accord	VERB
fcis-9424	92	55	to	to	ADP
fcis-9424	92	56	the	the	DET
fcis-9424	92	57	needs	need	NOUN
fcis-9424	92	58	of	of	ADP
fcis-9424	92	59	the	the	DET
fcis-9424	92	60	players	player	NOUN
fcis-9424	92	61	like	like	ADP
fcis-9424	92	62	the	the	DET
fcis-9424	92	63	holographic	holographic	ADJ
fcis-9424	92	64	deck	deck	NOUN
fcis-9424	92	65	in	in	ADP
fcis-9424	92	66	the	the	DET
fcis-9424	92	67	game	game	NOUN
fcis-9424	92	68	.	.	PUNCT
fcis-9424	93	1	references	reference	NOUN
fcis-9424	93	2	[	[	X
fcis-9424	93	3	1	1	NUM
fcis-9424	93	4	]	]	X
fcis-9424	93	5	zhu	zhu	PROPN
fcis-9424	93	6	,	,	PUNCT
fcis-9424	93	7	j.	j.	PROPN
fcis-9424	93	8	,	,	PUNCT
fcis-9424	93	9	(	(	PUNCT
fcis-9424	93	10	2021)research	2021)research	NOUN
fcis-9424	93	11	and	and	CCONJ
fcis-9424	93	12	application	application	NOUN
fcis-9424	93	13	of	of	ADP
fcis-9424	93	14	games	game	NOUN
fcis-9424	93	15	artificial	artificial	ADJ
fcis-9424	93	16	intelligence	intelligence	NOUN
fcis-9424	93	17	based	base	VERB
fcis-9424	93	18	on	on	ADP
fcis-9424	93	19	unity3d	unity3d	NOUN
fcis-9424	93	20	.	.	PUNCT
fcis-9424	94	1	guangzhou	guangzhou	PROPN
fcis-9424	94	2	university	university	PROPN
fcis-9424	94	3	of	of	ADP
fcis-9424	94	4	technology	technology	NOUN
fcis-9424	94	5	.	.	PUNCT
fcis-9424	95	1	master	master	NOUN
fcis-9424	95	2	thesis	thesis	NOUN
fcis-9424	95	3	of	of	ADP
fcis-9424	95	4	guangzhou	guangzhou	PROPN
fcis-9424	95	5	university	university	PROPN
fcis-9424	95	6	of	of	ADP
fcis-9424	95	7	technology	technology	NOUN
fcis-9424	95	8	,	,	PUNCT
fcis-9424	95	9	2	2	NUM
fcis-9424	95	10	:	:	SYM
fcis-9424	95	11	89	89	NUM
fcis-9424	95	12	.	.	PUNCT
fcis-9424	96	1	[	[	X
fcis-9424	96	2	2	2	X
fcis-9424	96	3	]	]	PUNCT
fcis-9424	96	4	kazuhisa	kazuhisa	PROPN
fcis-9424	96	5	fujita	fujita	PROPN
fcis-9424	96	6	.	.	PUNCT
fcis-9424	97	1	(	(	PUNCT
fcis-9424	97	2	2021	2021	NUM
fcis-9424	97	3	)	)	PUNCT
fcis-9424	97	4	alphadda	alphadda	NOUN
fcis-9424	97	5	:	:	PUNCT
fcis-9424	97	6	game	game	NOUN
fcis-9424	97	7	artificial	artificial	ADJ
fcis-9424	97	8	intelligence	intelligence	NOUN
fcis-9424	97	9	with	with	ADP
fcis-9424	97	10	dynamic	dynamic	ADJ
fcis-9424	97	11	difficulty	difficulty	NOUN
fcis-9424	97	12	adjustment	adjustment	NOUN
fcis-9424	97	13	using	use	VERB
fcis-9424	97	14	alpha	alpha	NOUN
fcis-9424	97	15	zero	zero	NUM
fcis-9424	97	16	.	.	PUNCT
fcis-9424	98	1	https://	https://	PROPN
fcis-9424	98	2	arxiv.org/abs/2111.06266v3	arxiv.org/abs/2111.06266v3	PROPN
fcis-9424	98	3	.	.	PUNCT
fcis-9424	99	1	[	[	X
fcis-9424	99	2	3	3	NUM
fcis-9424	99	3	]	]	SYM
fcis-9424	99	4	li	li	PROPN
fcis-9424	99	5	,	,	PUNCT
fcis-9424	99	6	l.	l.	PROPN
fcis-9424	99	7	(	(	PUNCT
fcis-9424	99	8	2022	2022	NUM
fcis-9424	99	9	)	)	PUNCT
fcis-9424	99	10	research	research	NOUN
fcis-9424	99	11	on	on	ADP
fcis-9424	99	12	the	the	DET
fcis-9424	99	13	application	application	NOUN
fcis-9424	99	14	of	of	ADP
fcis-9424	99	15	artificial	artificial	ADJ
fcis-9424	99	16	intelligence	intelligence	NOUN
fcis-9424	99	17	based	base	VERB
fcis-9424	99	18	on	on	ADP
fcis-9424	99	19	machine	machine	NOUN
fcis-9424	99	20	learning	learning	NOUN
fcis-9424	99	21	in	in	ADP
fcis-9424	99	22	electronic	electronic	ADJ
fcis-9424	99	23	games	game	NOUN
fcis-9424	99	24	.	.	PUNCT
fcis-9424	100	1	master	master	NOUN
fcis-9424	100	2	thesis	thesis	NOUN
fcis-9424	100	3	of	of	ADP
fcis-9424	100	4	nanjing	nanjing	PROPN
fcis-9424	100	5	university	university	PROPN
fcis-9424	100	6	of	of	ADP
fcis-9424	100	7	information	information	NOUN
fcis-9424	100	8	science	science	PROPN
fcis-9424	100	9	&	&	CCONJ
fcis-9424	100	10	technology	technology	PROPN
fcis-9424	100	11	,	,	PUNCT
fcis-9424	100	12	4	4	NUM
fcis-9424	100	13	:	:	SYM
fcis-9424	100	14	51	51	NUM
fcis-9424	100	15	.	.	PUNCT
fcis-9424	101	1	[	[	X
fcis-9424	101	2	4	4	NUM
fcis-9424	101	3	]	]	X
fcis-9424	101	4	wang	wang	PROPN
fcis-9424	101	5	,	,	PUNCT
fcis-9424	101	6	y.	y.	PROPN
fcis-9424	101	7	(	(	PUNCT
fcis-9424	101	8	2022	2022	NUM
fcis-9424	101	9	)	)	PUNCT
fcis-9424	101	10	research	research	NOUN
fcis-9424	101	11	on	on	ADP
fcis-9424	101	12	the	the	DET
fcis-9424	101	13	application	application	NOUN
fcis-9424	101	14	of	of	ADP
fcis-9424	101	15	artificial	artificial	ADJ
fcis-9424	101	16	intelligence	intelligence	NOUN
fcis-9424	101	17	in	in	ADP
fcis-9424	101	18	shooting	shoot	VERB
fcis-9424	101	19	electronic	electronic	ADJ
fcis-9424	101	20	games	game	NOUN
fcis-9424	101	21	.	.	PUNCT
fcis-9424	102	1	master	master	NOUN
fcis-9424	102	2	thesis	thesis	NOUN
fcis-9424	102	3	of	of	ADP
fcis-9424	102	4	north	north	PROPN
fcis-9424	102	5	china	china	PROPN
fcis-9424	102	6	university	university	PROPN
fcis-9424	102	7	of	of	ADP
fcis-9424	102	8	water	water	NOUN
fcis-9424	102	9	resources	resource	NOUN
fcis-9424	102	10	and	and	CCONJ
fcis-9424	102	11	hydropower	hydropower	NOUN
fcis-9424	102	12	,	,	PUNCT
fcis-9424	102	13	3	3	NUM
fcis-9424	102	14	:	:	SYM
fcis-9424	102	15	59	59	NUM
fcis-9424	102	16	.	.	PUNCT
fcis-9424	103	1	[	[	X
fcis-9424	103	2	5	5	X
fcis-9424	103	3	]	]	PUNCT
fcis-9424	103	4	he	he	PRON
fcis-9424	103	5	,	,	PUNCT
fcis-9424	103	6	s.	s.	PROPN
fcis-9424	103	7	(	(	PUNCT
fcis-9424	103	8	2015	2015	NUM
fcis-9424	103	9	)	)	PUNCT
fcis-9424	103	10	research	research	NOUN
fcis-9424	103	11	and	and	CCONJ
fcis-9424	103	12	application	application	NOUN
fcis-9424	103	13	of	of	ADP
fcis-9424	103	14	key	key	ADJ
fcis-9424	103	15	technologies	technology	NOUN
fcis-9424	103	16	in	in	ADP
fcis-9424	103	17	game	game	NOUN
fcis-9424	103	18	artificial	artificial	ADJ
fcis-9424	103	19	intelligence	intelligence	NOUN
fcis-9424	103	20	.	.	PUNCT
fcis-9424	104	1	master	master	NOUN
fcis-9424	104	2	thesis	thesis	NOUN
fcis-9424	104	3	of	of	ADP
fcis-9424	104	4	beijing	beijing	PROPN
fcis-9424	104	5	university	university	PROPN
fcis-9424	104	6	of	of	ADP
fcis-9424	104	7	posts	post	NOUN
fcis-9424	104	8	and	and	CCONJ
fcis-9424	104	9	telecommunications	telecommunication	NOUN
fcis-9424	104	10	,	,	PUNCT
fcis-9424	104	11	8	8	NUM
fcis-9424	104	12	:	:	SYM
fcis-9424	104	13	77	77	NUM
fcis-9424	104	14	.	.	PUNCT
fcis-9424	105	1	[	[	X
fcis-9424	105	2	6	6	NUM
fcis-9424	105	3	]	]	SYM
fcis-9424	105	4	yu	yu	PROPN
fcis-9424	105	5	,	,	PUNCT
fcis-9424	105	6	y.x	y.x	PROPN
fcis-9424	105	7	.	.	PROPN
fcis-9424	105	8	,	,	PUNCT
fcis-9424	105	9	zhang	zhang	PROPN
fcis-9424	105	10	,	,	PUNCT
fcis-9424	105	11	p.h	p.h	PROPN
fcis-9424	105	12	.	.	PROPN
fcis-9424	105	13	,	,	PUNCT
fcis-9424	105	14	xiong	xiong	PROPN
fcis-9424	105	15	,	,	PUNCT
fcis-9424	105	16	s.q.(2021	s.q.(2021	PROPN
fcis-9424	105	17	)	)	PUNCT
fcis-9424	105	18	research	research	NOUN
fcis-9424	105	19	on	on	ADP
fcis-9424	105	20	abnormal	abnormal	ADJ
fcis-9424	105	21	electricity	electricity	NOUN
fcis-9424	105	22	consumption	consumption	NOUN
fcis-9424	105	23	identification	identification	NOUN
fcis-9424	105	24	method	method	NOUN
fcis-9424	105	25	based	base	VERB
fcis-9424	105	26	on	on	ADP
fcis-9424	105	27	logistic	logistic	ADJ
fcis-9424	105	28	regression	regression	NOUN
fcis-9424	105	29	algorithm	algorithm	NOUN
fcis-9424	105	30	.	.	PUNCT
fcis-9424	106	1	electrical	electrical	ADJ
fcis-9424	106	2	measurement	measurement	NOUN
fcis-9424	106	3	and	and	CCONJ
fcis-9424	106	4	instrumentation	instrumentation	NOUN
fcis-9424	106	5	,	,	PUNCT
fcis-9424	106	6	(	(	PUNCT
fcis-9424	106	7	12	12	NUM
fcis-9424	106	8	):	):	PUNCT
fcis-9424	106	9	81	81	NUM
fcis-9424	106	10	-	-	SYM
fcis-9424	106	11	87	87	NUM
fcis-9424	106	12	.	.	PUNCT
fcis-9424	107	1	[	[	X
fcis-9424	107	2	7	7	NUM
fcis-9424	107	3	]	]	X
fcis-9424	107	4	zhang	zhang	PROPN
fcis-9424	107	5	,	,	PUNCT
fcis-9424	107	6	x.(2023	x.(2023	PROPN
fcis-9424	107	7	)	)	PUNCT
fcis-9424	107	8	analysis	analysis	NOUN
fcis-9424	107	9	and	and	CCONJ
fcis-9424	107	10	research	research	NOUN
fcis-9424	107	11	on	on	ADP
fcis-9424	107	12	diabetes	diabetes	NOUN
fcis-9424	107	13	data	datum	NOUN
fcis-9424	107	14	based	base	VERB
fcis-9424	107	15	on	on	ADP
fcis-9424	107	16	svm	svm	ADJ
fcis-9424	107	17	and	and	CCONJ
fcis-9424	107	18	logistic	logistic	ADJ
fcis-9424	107	19	regression	regression	NOUN
fcis-9424	107	20	.	.	PUNCT
fcis-9424	108	1	journal	journal	PROPN
fcis-9424	108	2	of	of	ADP
fcis-9424	108	3	cangzhou	cangzhou	PROPN
fcis-9424	108	4	normal	normal	ADJ
fcis-9424	108	5	university	university	PROPN
fcis-9424	108	6	,	,	PUNCT
fcis-9424	108	7	1:19	1:19	NUM
fcis-9424	108	8	-	-	SYM
fcis-9424	108	9	23	23	NUM
fcis-9424	108	10	,	,	PUNCT
fcis-9424	108	11	84	84	NUM
fcis-9424	108	12	.	.	PUNCT