id	sid	tid	token	lemma	pos
fcis-18139	1	1	frontiers	frontier	NOUN
fcis-18139	1	2	in	in	ADP
fcis-18139	1	3	computing	computing	NOUN
fcis-18139	1	4	and	and	CCONJ
fcis-18139	1	5	intelligent	intelligent	ADJ
fcis-18139	1	6	systems	system	NOUN
fcis-18139	1	7	issn	issn	VERB
fcis-18139	1	8	:	:	PUNCT
fcis-18139	1	9	2832	2832	NUM
fcis-18139	1	10	-	-	SYM
fcis-18139	1	11	6024	6024	NUM
fcis-18139	1	12	|	|	NOUN
fcis-18139	1	13	vol	vol	NOUN
fcis-18139	1	14	.	.	PROPN
fcis-18139	2	1	7	7	NUM
fcis-18139	2	2	,	,	PUNCT
fcis-18139	2	3	no	no	INTJ
fcis-18139	2	4	.	.	NOUN
fcis-18139	2	5	2	2	NUM
fcis-18139	2	6	,	,	PUNCT
fcis-18139	2	7	2024	2024	NUM
fcis-18139	2	8	55	55	NUM
fcis-18139	2	9	research	research	NOUN
fcis-18139	2	10	on	on	ADP
fcis-18139	2	11	abnormal	abnormal	ADJ
fcis-18139	2	12	behavior	behavior	NOUN
fcis-18139	2	13	detection	detection	NOUN
fcis-18139	2	14	technology	technology	NOUN
fcis-18139	2	15	for	for	ADP
fcis-18139	2	16	simmental	simmental	ADJ
fcis-18139	2	17	cattle	cattle	NOUN
fcis-18139	2	18	yizhao	yizhao	PROPN
fcis-18139	2	19	jia	jia	PROPN
fcis-18139	2	20	,	,	PUNCT
fcis-18139	2	21	lihao	lihao	PROPN
fcis-18139	2	22	qin	qin	PROPN
fcis-18139	3	1	*	*	PUNCT
fcis-18139	3	2	,	,	PUNCT
fcis-18139	3	3	dan	dan	PROPN
fcis-18139	3	4	he	he	PROPN
fcis-18139	3	5	and	and	CCONJ
fcis-18139	3	6	na	na	ADP
fcis-18139	3	7	li	li	PROPN
fcis-18139	3	8	xinjiang	xinjiang	PROPN
fcis-18139	3	9	university	university	PROPN
fcis-18139	3	10	of	of	ADP
fcis-18139	3	11	science	science	NOUN
fcis-18139	3	12	and	and	CCONJ
fcis-18139	3	13	technology	technology	NOUN
fcis-18139	3	14	,	,	PUNCT
fcis-18139	3	15	kuerle	kuerle	PROPN
fcis-18139	3	16	xinjiang	xinjiang	PROPN
fcis-18139	3	17	,	,	PUNCT
fcis-18139	3	18	841000	841000	NUM
fcis-18139	3	19	,	,	PUNCT
fcis-18139	3	20	china	china	PROPN
fcis-18139	3	21	*	*	PUNCT
fcis-18139	3	22	corresponding	correspond	VERB
fcis-18139	3	23	author	author	NOUN
fcis-18139	3	24	:	:	PUNCT
fcis-18139	3	25	lihao	lihao	PROPN
fcis-18139	3	26	qin	qin	PROPN
fcis-18139	3	27	abstract	abstract	PROPN
fcis-18139	3	28	:	:	PUNCT
fcis-18139	3	29	this	this	DET
fcis-18139	3	30	paper	paper	NOUN
fcis-18139	3	31	mainly	mainly	ADV
fcis-18139	3	32	studies	study	VERB
fcis-18139	3	33	the	the	DET
fcis-18139	3	34	abnormal	abnormal	ADJ
fcis-18139	3	35	behavior	behavior	NOUN
fcis-18139	3	36	detection	detection	NOUN
fcis-18139	3	37	technology	technology	NOUN
fcis-18139	3	38	of	of	ADP
fcis-18139	3	39	simmental	simmental	ADJ
fcis-18139	3	40	cattle	cattle	NOUN
fcis-18139	3	41	,	,	PUNCT
fcis-18139	3	42	aiming	aim	VERB
fcis-18139	3	43	to	to	PART
fcis-18139	3	44	establish	establish	VERB
fcis-18139	3	45	an	an	DET
fcis-18139	3	46	efficient	efficient	ADJ
fcis-18139	3	47	and	and	CCONJ
fcis-18139	3	48	reliable	reliable	ADJ
fcis-18139	3	49	abnormal	abnormal	ADJ
fcis-18139	3	50	behavior	behavior	NOUN
fcis-18139	3	51	detection	detection	NOUN
fcis-18139	3	52	system	system	NOUN
fcis-18139	3	53	,	,	PUNCT
fcis-18139	3	54	so	so	SCONJ
fcis-18139	3	55	as	as	SCONJ
fcis-18139	3	56	to	to	PART
fcis-18139	3	57	detect	detect	VERB
fcis-18139	3	58	abnormal	abnormal	ADJ
fcis-18139	3	59	situations	situation	NOUN
fcis-18139	3	60	in	in	ADP
fcis-18139	3	61	time	time	NOUN
fcis-18139	3	62	and	and	CCONJ
fcis-18139	3	63	take	take	VERB
fcis-18139	3	64	corresponding	corresponding	ADJ
fcis-18139	3	65	measures	measure	NOUN
fcis-18139	3	66	to	to	PART
fcis-18139	3	67	deal	deal	VERB
fcis-18139	3	68	with	with	ADP
fcis-18139	3	69	potential	potential	ADJ
fcis-18139	3	70	problems	problem	NOUN
fcis-18139	3	71	.	.	PUNCT
fcis-18139	4	1	at	at	ADP
fcis-18139	4	2	the	the	DET
fcis-18139	4	3	same	same	ADJ
fcis-18139	4	4	time	time	NOUN
fcis-18139	4	5	,	,	PUNCT
fcis-18139	4	6	by	by	ADP
fcis-18139	4	7	establishing	establish	VERB
fcis-18139	4	8	a	a	DET
fcis-18139	4	9	dataset	dataset	NOUN
fcis-18139	4	10	for	for	ADP
fcis-18139	4	11	the	the	DET
fcis-18139	4	12	abnormal	abnormal	ADJ
fcis-18139	4	13	behavior	behavior	NOUN
fcis-18139	4	14	of	of	ADP
fcis-18139	4	15	simmental	simmental	ADJ
fcis-18139	4	16	cattle	cattle	NOUN
fcis-18139	4	17	,	,	PUNCT
fcis-18139	4	18	the	the	DET
fcis-18139	4	19	study	study	NOUN
fcis-18139	4	20	uses	use	VERB
fcis-18139	4	21	deep	deep	ADJ
fcis-18139	4	22	learning	learn	VERB
fcis-18139	4	23	algorithms	algorithm	NOUN
fcis-18139	4	24	to	to	PART
fcis-18139	4	25	accurately	accurately	ADV
fcis-18139	4	26	capture	capture	VERB
fcis-18139	4	27	the	the	DET
fcis-18139	4	28	existence	existence	NOUN
fcis-18139	4	29	,	,	PUNCT
fcis-18139	4	30	location	location	NOUN
fcis-18139	4	31	and	and	CCONJ
fcis-18139	4	32	key	key	ADJ
fcis-18139	4	33	body	body	NOUN
fcis-18139	4	34	parts	part	NOUN
fcis-18139	4	35	of	of	ADP
fcis-18139	4	36	simmental	simmental	ADJ
fcis-18139	4	37	cattle	cattle	NOUN
fcis-18139	4	38	,	,	PUNCT
fcis-18139	4	39	and	and	CCONJ
fcis-18139	4	40	accurately	accurately	ADV
fcis-18139	4	41	identify	identify	VERB
fcis-18139	4	42	abnormal	abnormal	ADJ
fcis-18139	4	43	behaviors	behavior	NOUN
fcis-18139	4	44	such	such	ADJ
fcis-18139	4	45	as	as	ADP
fcis-18139	4	46	convulsions	convulsion	NOUN
fcis-18139	4	47	and	and	CCONJ
fcis-18139	4	48	falls	fall	NOUN
fcis-18139	4	49	.	.	PUNCT
fcis-18139	5	1	the	the	DET
fcis-18139	5	2	application	application	NOUN
fcis-18139	5	3	of	of	ADP
fcis-18139	5	4	abnormal	abnormal	ADJ
fcis-18139	5	5	behavior	behavior	NOUN
fcis-18139	5	6	detection	detection	NOUN
fcis-18139	5	7	technology	technology	NOUN
fcis-18139	5	8	to	to	PART
fcis-18139	5	9	animal	animal	NOUN
fcis-18139	5	10	husbandry	husbandry	NOUN
fcis-18139	5	11	to	to	PART
fcis-18139	5	12	achieve	achieve	VERB
fcis-18139	5	13	contactless	contactless	NOUN
fcis-18139	5	14	,	,	PUNCT
fcis-18139	5	15	automated	automate	VERB
fcis-18139	5	16	,	,	PUNCT
fcis-18139	5	17	and	and	CCONJ
fcis-18139	5	18	efficient	efficient	ADJ
fcis-18139	5	19	monitoring	monitoring	NOUN
fcis-18139	5	20	of	of	ADP
fcis-18139	5	21	simmental	simmental	ADJ
fcis-18139	5	22	cattle	cattle	NOUN
fcis-18139	5	23	behavior	behavior	NOUN
fcis-18139	5	24	can	can	AUX
fcis-18139	5	25	provide	provide	VERB
fcis-18139	5	26	advanced	advanced	ADJ
fcis-18139	5	27	and	and	CCONJ
fcis-18139	5	28	comprehensive	comprehensive	ADJ
fcis-18139	5	29	intelligent	intelligent	ADJ
fcis-18139	5	30	health	health	NOUN
fcis-18139	5	31	management	management	NOUN
fcis-18139	5	32	solutions	solution	NOUN
fcis-18139	5	33	for	for	ADP
fcis-18139	5	34	animal	animal	NOUN
fcis-18139	5	35	husbandry	husbandry	NOUN
fcis-18139	5	36	and	and	CCONJ
fcis-18139	5	37	promote	promote	VERB
fcis-18139	5	38	the	the	DET
fcis-18139	5	39	wide	wide	ADJ
fcis-18139	5	40	application	application	NOUN
fcis-18139	5	41	of	of	ADP
fcis-18139	5	42	intelligent	intelligent	ADJ
fcis-18139	5	43	management	management	NOUN
fcis-18139	5	44	in	in	ADP
fcis-18139	5	45	animal	animal	NOUN
fcis-18139	5	46	husbandry	husbandry	NOUN
fcis-18139	5	47	.	.	PUNCT
fcis-18139	6	1	real	real	ADJ
fcis-18139	6	2	-	-	PUNCT
fcis-18139	6	3	time	time	NOUN
fcis-18139	6	4	monitoring	monitoring	NOUN
fcis-18139	6	5	,	,	PUNCT
fcis-18139	6	6	early	early	ADJ
fcis-18139	6	7	warning	warning	NOUN
fcis-18139	6	8	and	and	CCONJ
fcis-18139	6	9	fine	fine	ADJ
fcis-18139	6	10	management	management	NOUN
fcis-18139	6	11	of	of	ADP
fcis-18139	6	12	simmental	simmental	ADJ
fcis-18139	6	13	cattle	cattle	NOUN
fcis-18139	6	14	behavior	behavior	NOUN
fcis-18139	6	15	can	can	AUX
fcis-18139	6	16	effectively	effectively	ADV
fcis-18139	6	17	reduce	reduce	VERB
fcis-18139	6	18	the	the	DET
fcis-18139	6	19	risk	risk	NOUN
fcis-18139	6	20	of	of	ADP
fcis-18139	6	21	disease	disease	NOUN
fcis-18139	6	22	transmission	transmission	NOUN
fcis-18139	6	23	and	and	CCONJ
fcis-18139	6	24	improve	improve	VERB
fcis-18139	6	25	the	the	DET
fcis-18139	6	26	production	production	NOUN
fcis-18139	6	27	safety	safety	NOUN
fcis-18139	6	28	of	of	ADP
fcis-18139	6	29	farms	farm	NOUN
fcis-18139	6	30	.	.	PUNCT
fcis-18139	7	1	keywords	keyword	NOUN
fcis-18139	7	2	:	:	PUNCT
fcis-18139	7	3	computer	computer	NOUN
fcis-18139	7	4	vision	vision	NOUN
fcis-18139	7	5	;	;	PUNCT
fcis-18139	7	6	animal	animal	NOUN
fcis-18139	7	7	husbandry	husbandry	NOUN
fcis-18139	7	8	;	;	PUNCT
fcis-18139	7	9	simmental	simmental	ADJ
fcis-18139	7	10	cattle	cattle	NOUN
fcis-18139	7	11	;	;	PUNCT
fcis-18139	7	12	abnormal	abnormal	ADJ
fcis-18139	7	13	behavior	behavior	NOUN
fcis-18139	7	14	monitoring	monitoring	NOUN
fcis-18139	7	15	;	;	PUNCT
fcis-18139	7	16	intelligent	intelligent	ADJ
fcis-18139	7	17	health	health	NOUN
fcis-18139	7	18	management	management	NOUN
fcis-18139	7	19	.	.	PUNCT
fcis-18139	8	1	1	1	X
fcis-18139	8	2	.	.	X
fcis-18139	8	3	research	research	NOUN
fcis-18139	8	4	background	background	NOUN
fcis-18139	8	5	and	and	CCONJ
fcis-18139	8	6	implications	implication	NOUN
fcis-18139	8	7	this	this	DET
fcis-18139	8	8	paper	paper	NOUN
fcis-18139	8	9	explores	explore	NOUN
fcis-18139	8	10	how	how	SCONJ
fcis-18139	8	11	to	to	PART
fcis-18139	8	12	apply	apply	VERB
fcis-18139	8	13	abnormal	abnormal	ADJ
fcis-18139	8	14	behavior	behavior	NOUN
fcis-18139	8	15	detection	detection	NOUN
fcis-18139	8	16	technology	technology	NOUN
fcis-18139	8	17	to	to	ADP
fcis-18139	8	18	simmental	simmental	ADJ
fcis-18139	8	19	cattle	cattle	NOUN
fcis-18139	8	20	behavior	behavior	NOUN
fcis-18139	8	21	monitoring	monitoring	NOUN
fcis-18139	8	22	,	,	PUNCT
fcis-18139	8	23	and	and	CCONJ
fcis-18139	8	24	to	to	PART
fcis-18139	8	25	improve	improve	VERB
fcis-18139	8	26	the	the	DET
fcis-18139	8	27	status	status	NOUN
fcis-18139	8	28	of	of	ADP
fcis-18139	8	29	animal	animal	NOUN
fcis-18139	8	30	husbandry	husbandry	NOUN
fcis-18139	8	31	management	management	NOUN
fcis-18139	8	32	by	by	ADP
fcis-18139	8	33	establishing	establish	VERB
fcis-18139	8	34	an	an	DET
fcis-18139	8	35	efficient	efficient	ADJ
fcis-18139	8	36	and	and	CCONJ
fcis-18139	8	37	reliable	reliable	ADJ
fcis-18139	8	38	abnormal	abnormal	ADJ
fcis-18139	8	39	behavior	behavior	NOUN
fcis-18139	8	40	detection	detection	NOUN
fcis-18139	8	41	system	system	NOUN
fcis-18139	8	42	to	to	PART
fcis-18139	8	43	realize	realize	VERB
fcis-18139	8	44	real	real	ADJ
fcis-18139	8	45	-	-	PUNCT
fcis-18139	8	46	time	time	NOUN
fcis-18139	8	47	monitoring	monitoring	NOUN
fcis-18139	8	48	,	,	PUNCT
fcis-18139	8	49	early	early	ADJ
fcis-18139	8	50	warning	warning	NOUN
fcis-18139	8	51	and	and	CCONJ
fcis-18139	8	52	fine	fine	ADJ
fcis-18139	8	53	management	management	NOUN
fcis-18139	8	54	of	of	ADP
fcis-18139	8	55	simmental	simmental	ADJ
fcis-18139	8	56	cattle	cattle	NOUN
fcis-18139	8	57	behavior	behavior	NOUN
fcis-18139	8	58	status	status	NOUN
fcis-18139	8	59	.	.	PUNCT
fcis-18139	9	1	in	in	ADP
fcis-18139	9	2	recent	recent	ADJ
fcis-18139	9	3	years	year	NOUN
fcis-18139	9	4	,	,	PUNCT
fcis-18139	9	5	with	with	ADP
fcis-18139	9	6	the	the	DET
fcis-18139	9	7	development	development	NOUN
fcis-18139	9	8	of	of	ADP
fcis-18139	9	9	animal	animal	NOUN
fcis-18139	9	10	husbandry	husbandry	NOUN
fcis-18139	9	11	and	and	CCONJ
fcis-18139	9	12	the	the	DET
fcis-18139	9	13	application	application	NOUN
fcis-18139	9	14	of	of	ADP
fcis-18139	9	15	modern	modern	ADJ
fcis-18139	9	16	breeding	breeding	NOUN
fcis-18139	9	17	technology	technology	NOUN
fcis-18139	9	18	,	,	PUNCT
fcis-18139	9	19	how	how	SCONJ
fcis-18139	9	20	to	to	PART
fcis-18139	9	21	improve	improve	VERB
fcis-18139	9	22	breeding	breeding	NOUN
fcis-18139	9	23	efficiency	efficiency	NOUN
fcis-18139	9	24	and	and	CCONJ
fcis-18139	9	25	reduce	reduce	VERB
fcis-18139	9	26	the	the	DET
fcis-18139	9	27	risk	risk	NOUN
fcis-18139	9	28	of	of	ADP
fcis-18139	9	29	disease	disease	NOUN
fcis-18139	9	30	transmission	transmission	NOUN
fcis-18139	9	31	has	have	AUX
fcis-18139	9	32	become	become	VERB
fcis-18139	9	33	an	an	DET
fcis-18139	9	34	urgent	urgent	ADJ
fcis-18139	9	35	problem	problem	NOUN
fcis-18139	9	36	for	for	ADP
fcis-18139	9	37	animal	animal	NOUN
fcis-18139	9	38	husbandry	husbandry	NOUN
fcis-18139	9	39	managers	manager	NOUN
fcis-18139	9	40	.	.	PUNCT
fcis-18139	10	1	in	in	ADP
fcis-18139	10	2	livestock	livestock	NOUN
fcis-18139	10	3	farms	farm	NOUN
fcis-18139	10	4	,	,	PUNCT
fcis-18139	10	5	simmental	simmental	ADJ
fcis-18139	10	6	cattle	cattle	NOUN
fcis-18139	10	7	,	,	PUNCT
fcis-18139	10	8	as	as	ADP
fcis-18139	10	9	an	an	DET
fcis-18139	10	10	important	important	ADJ
fcis-18139	10	11	breed	breed	NOUN
fcis-18139	10	12	of	of	ADP
fcis-18139	10	13	beef	beef	NOUN
fcis-18139	10	14	cattle	cattle	NOUN
fcis-18139	10	15	,	,	PUNCT
fcis-18139	10	16	has	have	AUX
fcis-18139	10	17	attracted	attract	VERB
fcis-18139	10	18	widespread	widespread	ADJ
fcis-18139	10	19	attention	attention	NOUN
fcis-18139	10	20	due	due	ADP
fcis-18139	10	21	to	to	ADP
fcis-18139	10	22	its	its	PRON
fcis-18139	10	23	excellent	excellent	ADJ
fcis-18139	10	24	meat	meat	NOUN
fcis-18139	10	25	quality	quality	NOUN
fcis-18139	10	26	and	and	CCONJ
fcis-18139	10	27	rapid	rapid	ADJ
fcis-18139	10	28	growth	growth	NOUN
fcis-18139	10	29	.	.	PUNCT
fcis-18139	11	1	at	at	ADP
fcis-18139	11	2	the	the	DET
fcis-18139	11	3	same	same	ADJ
fcis-18139	11	4	time	time	NOUN
fcis-18139	11	5	,	,	PUNCT
fcis-18139	11	6	simmental	simmental	ADJ
fcis-18139	11	7	cattle	cattle	NOUN
fcis-18139	11	8	are	be	AUX
fcis-18139	11	9	also	also	ADV
fcis-18139	11	10	widely	widely	ADV
fcis-18139	11	11	distributed	distribute	VERB
fcis-18139	11	12	in	in	ADP
fcis-18139	11	13	various	various	ADJ
fcis-18139	11	14	parts	part	NOUN
fcis-18139	11	15	of	of	ADP
fcis-18139	11	16	xinjiang	xinjiang	PROPN
fcis-18139	11	17	,	,	PUNCT
fcis-18139	11	18	such	such	ADJ
fcis-18139	11	19	as	as	ADP
fcis-18139	11	20	korla	korla	PROPN
fcis-18139	11	21	,	,	PUNCT
fcis-18139	11	22	aksu	aksu	PROPN
fcis-18139	11	23	,	,	PUNCT
fcis-18139	11	24	kashgar	kashgar	NOUN
fcis-18139	11	25	and	and	CCONJ
fcis-18139	11	26	other	other	ADJ
fcis-18139	11	27	regions	region	NOUN
fcis-18139	11	28	.	.	PUNCT
fcis-18139	12	1	at	at	ADP
fcis-18139	12	2	present	present	ADJ
fcis-18139	12	3	,	,	PUNCT
fcis-18139	12	4	the	the	DET
fcis-18139	12	5	number	number	NOUN
fcis-18139	12	6	of	of	ADP
fcis-18139	12	7	simmental	simmental	ADJ
fcis-18139	12	8	cattle	cattle	NOUN
fcis-18139	12	9	in	in	ADP
fcis-18139	12	10	xinjiang	xinjiang	PROPN
fcis-18139	12	11	has	have	AUX
fcis-18139	12	12	reached	reach	VERB
fcis-18139	12	13	975,800	975,800	NUM
fcis-18139	12	14	,	,	PUNCT
fcis-18139	12	15	and	and	CCONJ
fcis-18139	12	16	the	the	DET
fcis-18139	12	17	annual	annual	ADJ
fcis-18139	12	18	number	number	NOUN
fcis-18139	12	19	of	of	ADP
fcis-18139	12	20	slaughters	slaughter	NOUN
fcis-18139	12	21	is	be	AUX
fcis-18139	12	22	about	about	ADV
fcis-18139	12	23	250,000	250,000	NUM
fcis-18139	12	24	[	[	SYM
fcis-18139	12	25	1	1	NUM
fcis-18139	12	26	]	]	PUNCT
fcis-18139	12	27	.	.	PUNCT
fcis-18139	13	1	the	the	DET
fcis-18139	13	2	breeding	breeding	NOUN
fcis-18139	13	3	scale	scale	NOUN
fcis-18139	13	4	and	and	CCONJ
fcis-18139	13	5	output	output	NOUN
fcis-18139	13	6	of	of	ADP
fcis-18139	13	7	this	this	DET
fcis-18139	13	8	species	specie	NOUN
fcis-18139	13	9	are	be	AUX
fcis-18139	13	10	large	large	ADJ
fcis-18139	13	11	,	,	PUNCT
fcis-18139	13	12	which	which	PRON
fcis-18139	13	13	has	have	AUX
fcis-18139	13	14	played	play	VERB
fcis-18139	13	15	an	an	DET
fcis-18139	13	16	important	important	ADJ
fcis-18139	13	17	role	role	NOUN
fcis-18139	13	18	in	in	ADP
fcis-18139	13	19	promoting	promote	VERB
fcis-18139	13	20	the	the	DET
fcis-18139	13	21	development	development	NOUN
fcis-18139	13	22	of	of	ADP
fcis-18139	13	23	local	local	ADJ
fcis-18139	13	24	animal	animal	NOUN
fcis-18139	13	25	husbandry	husbandry	NOUN
fcis-18139	13	26	.	.	PUNCT
fcis-18139	14	1	traditional	traditional	ADJ
fcis-18139	14	2	animal	animal	NOUN
fcis-18139	14	3	husbandry	husbandry	NOUN
fcis-18139	14	4	monitoring	monitoring	NOUN
fcis-18139	14	5	relies	rely	VERB
fcis-18139	14	6	mainly	mainly	ADV
fcis-18139	14	7	on	on	ADP
fcis-18139	14	8	manual	manual	ADJ
fcis-18139	14	9	inspections	inspection	NOUN
fcis-18139	14	10	,	,	PUNCT
fcis-18139	14	11	which	which	PRON
fcis-18139	14	12	is	be	AUX
fcis-18139	14	13	costly	costly	ADJ
fcis-18139	14	14	,	,	PUNCT
fcis-18139	14	15	inefficient	inefficient	ADJ
fcis-18139	14	16	and	and	CCONJ
fcis-18139	14	17	difficult	difficult	ADJ
fcis-18139	14	18	to	to	PART
fcis-18139	14	19	monitor	monitor	VERB
fcis-18139	14	20	around	around	ADP
fcis-18139	14	21	the	the	DET
fcis-18139	14	22	clock	clock	NOUN
fcis-18139	14	23	.	.	PUNCT
fcis-18139	15	1	with	with	ADP
fcis-18139	15	2	the	the	DET
fcis-18139	15	3	continuous	continuous	ADJ
fcis-18139	15	4	development	development	NOUN
fcis-18139	15	5	of	of	ADP
fcis-18139	15	6	deep	deep	ADJ
fcis-18139	15	7	learning	learning	NOUN
fcis-18139	15	8	and	and	CCONJ
fcis-18139	15	9	computer	computer	NOUN
fcis-18139	15	10	vision	vision	NOUN
fcis-18139	15	11	technology	technology	NOUN
fcis-18139	15	12	,	,	PUNCT
fcis-18139	15	13	animal	animal	NOUN
fcis-18139	15	14	behavior	behavior	NOUN
fcis-18139	15	15	recognition	recognition	NOUN
fcis-18139	15	16	and	and	CCONJ
fcis-18139	15	17	anomaly	anomaly	NOUN
fcis-18139	15	18	detection	detection	NOUN
fcis-18139	15	19	based	base	VERB
fcis-18139	15	20	on	on	ADP
fcis-18139	15	21	image	image	NOUN
fcis-18139	15	22	and	and	CCONJ
fcis-18139	15	23	video	video	NOUN
fcis-18139	15	24	data	datum	NOUN
fcis-18139	15	25	are	be	AUX
fcis-18139	15	26	one	one	NUM
fcis-18139	15	27	of	of	ADP
fcis-18139	15	28	the	the	DET
fcis-18139	15	29	effective	effective	ADJ
fcis-18139	15	30	means	mean	NOUN
fcis-18139	15	31	to	to	PART
fcis-18139	15	32	realize	realize	VERB
fcis-18139	15	33	the	the	DET
fcis-18139	15	34	intelligent	intelligent	ADJ
fcis-18139	15	35	management	management	NOUN
fcis-18139	15	36	of	of	ADP
fcis-18139	15	37	animal	animal	NOUN
fcis-18139	15	38	husbandry	husbandry	NOUN
fcis-18139	15	39	.	.	PUNCT
fcis-18139	16	1	for	for	ADP
fcis-18139	16	2	example	example	NOUN
fcis-18139	16	3	,	,	PUNCT
fcis-18139	16	4	deep	deep	ADJ
fcis-18139	16	5	learning	learning	NOUN
fcis-18139	16	6	algorithms	algorithm	NOUN
fcis-18139	16	7	are	be	AUX
fcis-18139	16	8	used	use	VERB
fcis-18139	16	9	to	to	PART
fcis-18139	16	10	monitor	monitor	VERB
fcis-18139	16	11	and	and	CCONJ
fcis-18139	16	12	identify	identify	VERB
fcis-18139	16	13	cattle	cattle	NOUN
fcis-18139	16	14	behavior	behavior	NOUN
fcis-18139	16	15	.	.	PUNCT
fcis-18139	17	1	in	in	ADP
fcis-18139	17	2	addition	addition	NOUN
fcis-18139	17	3	,	,	PUNCT
fcis-18139	17	4	several	several	ADJ
fcis-18139	17	5	studies	study	NOUN
fcis-18139	17	6	have	have	AUX
fcis-18139	17	7	explored	explore	VERB
fcis-18139	17	8	early	early	ADJ
fcis-18139	17	9	warning	warning	NOUN
fcis-18139	17	10	systems	system	NOUN
fcis-18139	17	11	for	for	ADP
fcis-18139	17	12	abnormal	abnormal	ADJ
fcis-18139	17	13	cattle	cattle	NOUN
fcis-18139	17	14	behavior	behavior	NOUN
fcis-18139	17	15	,	,	PUNCT
fcis-18139	17	16	providing	provide	VERB
fcis-18139	17	17	targeted	target	VERB
fcis-18139	17	18	solutions	solution	NOUN
fcis-18139	17	19	.	.	PUNCT
fcis-18139	18	1	however	however	ADV
fcis-18139	18	2	,	,	PUNCT
fcis-18139	18	3	the	the	DET
fcis-18139	18	4	current	current	ADJ
fcis-18139	18	5	research	research	NOUN
fcis-18139	18	6	on	on	ADP
fcis-18139	18	7	the	the	DET
fcis-18139	18	8	detection	detection	NOUN
fcis-18139	18	9	of	of	ADP
fcis-18139	18	10	abnormal	abnormal	ADJ
fcis-18139	18	11	behavior	behavior	NOUN
fcis-18139	18	12	in	in	ADP
fcis-18139	18	13	simmental	simmental	ADJ
fcis-18139	18	14	cattle	cattle	NOUN
fcis-18139	18	15	is	be	AUX
fcis-18139	18	16	still	still	ADV
fcis-18139	18	17	limited	limit	VERB
fcis-18139	18	18	,	,	PUNCT
fcis-18139	18	19	and	and	CCONJ
fcis-18139	18	20	no	no	DET
fcis-18139	18	21	mature	mature	ADJ
fcis-18139	18	22	solution	solution	NOUN
fcis-18139	18	23	has	have	AUX
fcis-18139	18	24	been	be	AUX
fcis-18139	18	25	formed	form	VERB
fcis-18139	18	26	.	.	PUNCT
fcis-18139	19	1	after	after	ADP
fcis-18139	19	2	improving	improve	VERB
fcis-18139	19	3	the	the	DET
fcis-18139	19	4	abnormal	abnormal	ADJ
fcis-18139	19	5	behavior	behavior	NOUN
fcis-18139	19	6	dataset	dataset	VERB
fcis-18139	19	7	of	of	ADP
fcis-18139	19	8	simmental	simmental	ADJ
fcis-18139	19	9	cattle	cattle	NOUN
fcis-18139	19	10	,	,	PUNCT
fcis-18139	19	11	combined	combine	VERB
fcis-18139	19	12	with	with	ADP
fcis-18139	19	13	the	the	DET
fcis-18139	19	14	intelligent	intelligent	ADJ
fcis-18139	19	15	identification	identification	NOUN
fcis-18139	19	16	technology	technology	NOUN
fcis-18139	19	17	of	of	ADP
fcis-18139	19	18	cattle	cattle	NOUN
fcis-18139	19	19	,	,	PUNCT
fcis-18139	19	20	a	a	DET
fcis-18139	19	21	simmental	simmental	ADJ
fcis-18139	19	22	cattle	cattle	NOUN
fcis-18139	19	23	abnormal	abnormal	ADJ
fcis-18139	19	24	behavior	behavior	NOUN
fcis-18139	19	25	detection	detection	NOUN
fcis-18139	19	26	system	system	NOUN
fcis-18139	19	27	based	base	VERB
fcis-18139	19	28	on	on	ADP
fcis-18139	19	29	deep	deep	ADJ
fcis-18139	19	30	learning	learning	NOUN
fcis-18139	19	31	was	be	AUX
fcis-18139	19	32	established	establish	VERB
fcis-18139	19	33	,	,	PUNCT
fcis-18139	19	34	which	which	PRON
fcis-18139	19	35	can	can	AUX
fcis-18139	19	36	provide	provide	VERB
fcis-18139	19	37	more	more	ADV
fcis-18139	19	38	reliable	reliable	ADJ
fcis-18139	19	39	and	and	CCONJ
fcis-18139	19	40	practical	practical	ADJ
fcis-18139	19	41	solutions	solution	NOUN
fcis-18139	19	42	for	for	ADP
fcis-18139	19	43	farms	farm	NOUN
fcis-18139	19	44	.	.	PUNCT
fcis-18139	20	1	it	it	PRON
fcis-18139	20	2	can	can	AUX
fcis-18139	20	3	realize	realize	VERB
fcis-18139	20	4	the	the	DET
fcis-18139	20	5	real	real	ADJ
fcis-18139	20	6	-	-	PUNCT
fcis-18139	20	7	time	time	NOUN
fcis-18139	20	8	monitoring	monitoring	NOUN
fcis-18139	20	9	of	of	ADP
fcis-18139	20	10	the	the	DET
fcis-18139	20	11	behavior	behavior	NOUN
fcis-18139	20	12	changes	change	NOUN
fcis-18139	20	13	of	of	ADP
fcis-18139	20	14	simmental	simmental	ADJ
fcis-18139	20	15	cattle	cattle	NOUN
fcis-18139	20	16	by	by	ADP
fcis-18139	20	17	farm	farm	NOUN
fcis-18139	20	18	breeders	breeder	NOUN
fcis-18139	20	19	,	,	PUNCT
fcis-18139	20	20	and	and	CCONJ
fcis-18139	20	21	quickly	quickly	ADV
fcis-18139	20	22	take	take	VERB
fcis-18139	20	23	appropriate	appropriate	ADJ
fcis-18139	20	24	measures	measure	NOUN
fcis-18139	20	25	to	to	PART
fcis-18139	20	26	deal	deal	VERB
fcis-18139	20	27	with	with	ADP
fcis-18139	20	28	potential	potential	ADJ
fcis-18139	20	29	problems	problem	NOUN
fcis-18139	20	30	,	,	PUNCT
fcis-18139	20	31	as	as	SCONJ
fcis-18139	20	32	shown	show	VERB
fcis-18139	20	33	in	in	ADP
fcis-18139	20	34	figure	figure	NOUN
fcis-18139	20	35	1	1	NUM
fcis-18139	20	36	,	,	PUNCT
fcis-18139	20	37	which	which	PRON
fcis-18139	20	38	will	will	AUX
fcis-18139	20	39	minimize	minimize	VERB
fcis-18139	20	40	the	the	DET
fcis-18139	20	41	impact	impact	NOUN
fcis-18139	20	42	of	of	ADP
fcis-18139	20	43	abnormal	abnormal	ADJ
fcis-18139	20	44	behavior	behavior	NOUN
fcis-18139	20	45	on	on	ADP
fcis-18139	20	46	simmental	simmental	ADJ
fcis-18139	20	47	cattle	cattle	NOUN
fcis-18139	20	48	and	and	CCONJ
fcis-18139	20	49	farm	farm	NOUN
fcis-18139	20	50	economic	economic	ADJ
fcis-18139	20	51	benefits	benefit	NOUN
fcis-18139	20	52	,	,	PUNCT
fcis-18139	20	53	improve	improve	VERB
fcis-18139	20	54	the	the	DET
fcis-18139	20	55	production	production	NOUN
fcis-18139	20	56	efficiency	efficiency	NOUN
fcis-18139	20	57	and	and	CCONJ
fcis-18139	20	58	profitability	profitability	NOUN
fcis-18139	20	59	of	of	ADP
fcis-18139	20	60	the	the	DET
fcis-18139	20	61	farm	farm	NOUN
fcis-18139	20	62	,	,	PUNCT
fcis-18139	20	63	and	and	CCONJ
fcis-18139	20	64	provide	provide	VERB
fcis-18139	20	65	more	more	ADV
fcis-18139	20	66	reliable	reliable	ADJ
fcis-18139	20	67	decision	decision	NOUN
fcis-18139	20	68	support	support	NOUN
fcis-18139	20	69	and	and	CCONJ
fcis-18139	20	70	refined	refined	ADJ
fcis-18139	20	71	management	management	NOUN
fcis-18139	20	72	tools	tool	NOUN
fcis-18139	20	73	for	for	ADP
fcis-18139	20	74	the	the	DET
fcis-18139	20	75	breeding	breeding	NOUN
fcis-18139	20	76	industry	industry	NOUN
fcis-18139	20	77	in	in	ADP
fcis-18139	20	78	a	a	DET
fcis-18139	20	79	timely	timely	ADJ
fcis-18139	20	80	manner	manner	NOUN
fcis-18139	20	81	.	.	PUNCT
fcis-18139	21	1	a	a	DET
fcis-18139	21	2	lying	lie	VERB
fcis-18139	21	3	down	down	ADP
fcis-18139	21	4	b	b	PROPN
fcis-18139	21	5	fights	fight	NOUN
fcis-18139	21	6	fig	fig	NOUN
fcis-18139	21	7	1	1	NUM
fcis-18139	21	8	.	.	PUNCT
fcis-18139	22	1	different	different	ADJ
fcis-18139	22	2	behaviors	behavior	NOUN
fcis-18139	22	3	of	of	ADP
fcis-18139	22	4	cattle	cattle	NOUN
fcis-18139	22	5	56	56	NUM
fcis-18139	22	6	2	2	NUM
fcis-18139	22	7	.	.	PUNCT
fcis-18139	22	8	research	research	NOUN
fcis-18139	22	9	status	status	NOUN
fcis-18139	22	10	at	at	ADP
fcis-18139	22	11	home	home	ADV
fcis-18139	22	12	and	and	CCONJ
fcis-18139	22	13	abroad	abroad	ADV
fcis-18139	22	14	the	the	DET
fcis-18139	22	15	monitoring	monitoring	NOUN
fcis-18139	22	16	and	and	CCONJ
fcis-18139	22	17	identification	identification	NOUN
fcis-18139	22	18	of	of	ADP
fcis-18139	22	19	abnormal	abnormal	ADJ
fcis-18139	22	20	behavior	behavior	NOUN
fcis-18139	22	21	of	of	ADP
fcis-18139	22	22	cattle	cattle	NOUN
fcis-18139	22	23	based	base	VERB
fcis-18139	22	24	on	on	ADP
fcis-18139	22	25	computer	computer	NOUN
fcis-18139	22	26	vision	vision	NOUN
fcis-18139	22	27	has	have	AUX
fcis-18139	22	28	received	receive	VERB
fcis-18139	22	29	extensive	extensive	ADJ
fcis-18139	22	30	attention	attention	NOUN
fcis-18139	22	31	and	and	CCONJ
fcis-18139	22	32	in	in	ADP
fcis-18139	22	33	-	-	PUNCT
fcis-18139	22	34	depth	depth	NOUN
fcis-18139	22	35	research	research	NOUN
fcis-18139	22	36	at	at	ADP
fcis-18139	22	37	home	home	NOUN
fcis-18139	22	38	and	and	CCONJ
fcis-18139	22	39	abroad	abroad	ADV
fcis-18139	22	40	,	,	PUNCT
fcis-18139	22	41	and	and	CCONJ
fcis-18139	22	42	the	the	DET
fcis-18139	22	43	main	main	ADJ
fcis-18139	22	44	goals	goal	NOUN
fcis-18139	22	45	are	be	AUX
fcis-18139	22	46	to	to	PART
fcis-18139	22	47	improve	improve	VERB
fcis-18139	22	48	the	the	DET
fcis-18139	22	49	production	production	NOUN
fcis-18139	22	50	efficiency	efficiency	NOUN
fcis-18139	22	51	of	of	ADP
fcis-18139	22	52	animal	animal	NOUN
fcis-18139	22	53	husbandry	husbandry	NOUN
fcis-18139	22	54	,	,	PUNCT
fcis-18139	22	55	improve	improve	VERB
fcis-18139	22	56	animal	animal	NOUN
fcis-18139	22	57	welfare	welfare	NOUN
fcis-18139	22	58	,	,	PUNCT
fcis-18139	22	59	and	and	CCONJ
fcis-18139	22	60	strengthen	strengthen	VERB
fcis-18139	22	61	the	the	DET
fcis-18139	22	62	management	management	NOUN
fcis-18139	22	63	of	of	ADP
fcis-18139	22	64	breeding	breeding	NOUN
fcis-18139	22	65	environment	environment	NOUN
fcis-18139	22	66	.	.	PUNCT
fcis-18139	23	1	at	at	ADP
fcis-18139	23	2	present	present	ADJ
fcis-18139	23	3	,	,	PUNCT
fcis-18139	23	4	the	the	DET
fcis-18139	23	5	animal	animal	NOUN
fcis-18139	23	6	behavior	behavior	NOUN
fcis-18139	23	7	analysis	analysis	NOUN
fcis-18139	23	8	system	system	NOUN
fcis-18139	23	9	on	on	ADP
fcis-18139	23	10	the	the	DET
fcis-18139	23	11	farm	farm	NOUN
fcis-18139	23	12	has	have	AUX
fcis-18139	23	13	applied	apply	VERB
fcis-18139	23	14	a	a	DET
fcis-18139	23	15	variety	variety	NOUN
fcis-18139	23	16	of	of	ADP
fcis-18139	23	17	intelligent	intelligent	ADJ
fcis-18139	23	18	technologies	technology	NOUN
fcis-18139	23	19	,	,	PUNCT
fcis-18139	23	20	and	and	CCONJ
fcis-18139	23	21	an	an	DET
fcis-18139	23	22	innovative	innovative	ADJ
fcis-18139	23	23	behavior	behavior	NOUN
fcis-18139	23	24	recognition	recognition	NOUN
fcis-18139	23	25	and	and	CCONJ
fcis-18139	23	26	computing	compute	VERB
fcis-18139	23	27	scheme	scheme	NOUN
fcis-18139	23	28	(	(	PUNCT
fcis-18139	23	29	brcs	brc	NOUN
fcis-18139	23	30	)	)	PUNCT
fcis-18139	23	31	has	have	AUX
fcis-18139	23	32	been	be	AUX
fcis-18139	23	33	adopted	adopt	VERB
fcis-18139	23	34	in	in	ADP
fcis-18139	23	35	europe	europe	PROPN
fcis-18139	23	36	and	and	CCONJ
fcis-18139	23	37	the	the	DET
fcis-18139	23	38	united	united	PROPN
fcis-18139	23	39	states	states	PROPN
fcis-18139	23	40	,	,	PUNCT
fcis-18139	23	41	which	which	PRON
fcis-18139	23	42	can	can	AUX
fcis-18139	23	43	collect	collect	VERB
fcis-18139	23	44	and	and	CCONJ
fcis-18139	23	45	analyze	analyze	VERB
fcis-18139	23	46	the	the	DET
fcis-18139	23	47	behavior	behavior	NOUN
fcis-18139	23	48	data	datum	NOUN
fcis-18139	23	49	of	of	ADP
fcis-18139	23	50	cattle	cattle	NOUN
fcis-18139	23	51	by	by	ADP
fcis-18139	23	52	obtaining	obtain	VERB
fcis-18139	23	53	information	information	NOUN
fcis-18139	23	54	through	through	ADP
fcis-18139	23	55	microchips	microchip	NOUN
fcis-18139	23	56	swallowed	swallow	VERB
fcis-18139	23	57	by	by	ADP
fcis-18139	23	58	cattle	cattle	NOUN
fcis-18139	24	1	[	[	X
fcis-18139	24	2	2	2	NUM
fcis-18139	24	3	]	]	PUNCT
fcis-18139	24	4	.	.	PUNCT
fcis-18139	25	1	in	in	ADP
fcis-18139	25	2	addition	addition	NOUN
fcis-18139	25	3	,	,	PUNCT
fcis-18139	25	4	image	image	NOUN
fcis-18139	25	5	processing	processing	NOUN
fcis-18139	25	6	and	and	CCONJ
fcis-18139	25	7	deep	deep	ADJ
fcis-18139	25	8	learning	learning	NOUN
fcis-18139	25	9	were	be	AUX
fcis-18139	25	10	used	use	VERB
fcis-18139	25	11	to	to	PART
fcis-18139	25	12	accomplish	accomplish	VERB
fcis-18139	25	13	target	target	NOUN
fcis-18139	25	14	localization	localization	NOUN
fcis-18139	25	15	and	and	CCONJ
fcis-18139	25	16	behavior	behavior	NOUN
fcis-18139	25	17	recognition	recognition	NOUN
fcis-18139	25	18	,	,	PUNCT
fcis-18139	25	19	which	which	PRON
fcis-18139	25	20	showed	show	VERB
fcis-18139	25	21	an	an	DET
fcis-18139	25	22	accuracy	accuracy	NOUN
fcis-18139	25	23	rate	rate	NOUN
fcis-18139	25	24	of	of	ADP
fcis-18139	25	25	more	more	ADJ
fcis-18139	25	26	than	than	ADP
fcis-18139	25	27	80	80	NUM
fcis-18139	25	28	%	%	NOUN
fcis-18139	25	29	in	in	ADP
fcis-18139	25	30	the	the	DET
fcis-18139	25	31	reproductive	reproductive	ADJ
fcis-18139	25	32	health	health	NOUN
fcis-18139	25	33	of	of	ADP
fcis-18139	25	34	dairy	dairy	NOUN
fcis-18139	25	35	cows	cow	NOUN
fcis-18139	25	36	,	,	PUNCT
fcis-18139	25	37	especially	especially	ADV
fcis-18139	25	38	in	in	ADP
fcis-18139	25	39	the	the	DET
fcis-18139	25	40	recognition	recognition	NOUN
fcis-18139	25	41	rate	rate	NOUN
fcis-18139	25	42	of	of	ADP
fcis-18139	25	43	hoof	hoof	ADJ
fcis-18139	25	44	disease	disease	NOUN
fcis-18139	25	45	and	and	CCONJ
fcis-18139	25	46	heat	heat	NOUN
fcis-18139	25	47	,	,	PUNCT
fcis-18139	25	48	while	while	SCONJ
fcis-18139	25	49	the	the	DET
fcis-18139	25	50	false	false	ADJ
fcis-18139	25	51	negative	negative	ADJ
fcis-18139	25	52	rates	rate	NOUN
fcis-18139	25	53	of	of	ADP
fcis-18139	25	54	heat	heat	NOUN
fcis-18139	25	55	and	and	CCONJ
fcis-18139	25	56	hoof	hoof	ADJ
fcis-18139	25	57	disease	disease	NOUN
fcis-18139	25	58	were	be	AUX
fcis-18139	25	59	3.28	3.28	NUM
fcis-18139	25	60	%	%	NOUN
fcis-18139	25	61	and	and	CCONJ
fcis-18139	25	62	5.32	5.32	NUM
fcis-18139	25	63	%	%	NOUN
fcis-18139	25	64	,	,	PUNCT
fcis-18139	25	65	respectively	respectively	ADV
fcis-18139	25	66	[	[	X
fcis-18139	25	67	3	3	NUM
fcis-18139	25	68	]	]	PUNCT
fcis-18139	25	69	.	.	PUNCT
fcis-18139	26	1	some	some	DET
fcis-18139	26	2	research	research	NOUN
fcis-18139	26	3	institutions	institution	NOUN
fcis-18139	26	4	have	have	AUX
fcis-18139	26	5	proposed	propose	VERB
fcis-18139	26	6	a	a	DET
fcis-18139	26	7	lightweight	lightweight	ADJ
fcis-18139	26	8	network	network	NOUN
fcis-18139	26	9	structure	structure	NOUN
fcis-18139	26	10	based	base	VERB
fcis-18139	26	11	on	on	ADP
fcis-18139	26	12	feature	feature	NOUN
fcis-18139	26	13	fusion	fusion	NOUN
fcis-18139	26	14	,	,	PUNCT
fcis-18139	26	15	and	and	CCONJ
fcis-18139	26	16	applied	apply	VERB
fcis-18139	26	17	a	a	DET
fcis-18139	26	18	new	new	ADJ
fcis-18139	26	19	trajectory	trajectory	NOUN
fcis-18139	26	20	behavior	behavior	NOUN
fcis-18139	26	21	analysis	analysis	NOUN
fcis-18139	26	22	method	method	NOUN
fcis-18139	26	23	in	in	ADP
fcis-18139	26	24	walking	walking	NOUN
fcis-18139	26	25	and	and	CCONJ
fcis-18139	26	26	standing	standing	NOUN
fcis-18139	26	27	,	,	PUNCT
fcis-18139	26	28	so	so	SCONJ
fcis-18139	26	29	that	that	SCONJ
fcis-18139	26	30	the	the	DET
fcis-18139	26	31	algorithm	algorithm	NOUN
fcis-18139	26	32	can	can	AUX
fcis-18139	26	33	achieve	achieve	VERB
fcis-18139	26	34	the	the	DET
fcis-18139	26	35	best	good	ADJ
fcis-18139	26	36	performance	performance	NOUN
fcis-18139	26	37	in	in	ADP
fcis-18139	26	38	terms	term	NOUN
fcis-18139	26	39	of	of	ADP
fcis-18139	26	40	accuracy	accuracy	NOUN
fcis-18139	26	41	and	and	CCONJ
fcis-18139	26	42	generalization	generalization	NOUN
fcis-18139	26	43	ability	ability	NOUN
fcis-18139	26	44	[	[	X
fcis-18139	26	45	4	4	NUM
fcis-18139	26	46	]	]	PUNCT
fcis-18139	26	47	.	.	PUNCT
fcis-18139	27	1	the	the	DET
fcis-18139	27	2	application	application	NOUN
fcis-18139	27	3	of	of	ADP
fcis-18139	27	4	these	these	DET
fcis-18139	27	5	technologies	technology	NOUN
fcis-18139	27	6	can	can	AUX
fcis-18139	27	7	help	help	VERB
fcis-18139	27	8	farmers	farmer	NOUN
fcis-18139	27	9	to	to	PART
fcis-18139	27	10	detect	detect	VERB
fcis-18139	27	11	the	the	DET
fcis-18139	27	12	health	health	NOUN
fcis-18139	27	13	problems	problem	NOUN
fcis-18139	27	14	of	of	ADP
fcis-18139	27	15	their	their	PRON
fcis-18139	27	16	cattle	cattle	NOUN
fcis-18139	27	17	in	in	ADP
fcis-18139	27	18	a	a	DET
fcis-18139	27	19	timely	timely	ADJ
fcis-18139	27	20	manner	manner	NOUN
fcis-18139	27	21	and	and	CCONJ
fcis-18139	27	22	take	take	VERB
fcis-18139	27	23	corresponding	corresponding	ADJ
fcis-18139	27	24	measures	measure	NOUN
fcis-18139	27	25	to	to	PART
fcis-18139	27	26	treat	treat	VERB
fcis-18139	27	27	and	and	CCONJ
fcis-18139	27	28	prevent	prevent	VERB
fcis-18139	27	29	them	they	PRON
fcis-18139	27	30	,	,	PUNCT
fcis-18139	27	31	thereby	thereby	ADV
fcis-18139	27	32	improving	improve	VERB
fcis-18139	27	33	the	the	DET
fcis-18139	27	34	efficiency	efficiency	NOUN
fcis-18139	27	35	of	of	ADP
fcis-18139	27	36	the	the	DET
fcis-18139	27	37	farm	farm	NOUN
fcis-18139	27	38	and	and	CCONJ
fcis-18139	27	39	the	the	DET
fcis-18139	27	40	quality	quality	NOUN
fcis-18139	27	41	of	of	ADP
fcis-18139	27	42	dairy	dairy	NOUN
fcis-18139	27	43	products	product	NOUN
fcis-18139	27	44	.	.	PUNCT
fcis-18139	28	1	in	in	ADP
fcis-18139	28	2	china	china	PROPN
fcis-18139	28	3	,	,	PUNCT
fcis-18139	28	4	animal	animal	NOUN
fcis-18139	28	5	husbandry	husbandry	NOUN
fcis-18139	28	6	research	research	NOUN
fcis-18139	28	7	institutions	institution	NOUN
fcis-18139	28	8	and	and	CCONJ
fcis-18139	28	9	agricultural	agricultural	ADJ
fcis-18139	28	10	science	science	NOUN
fcis-18139	28	11	and	and	CCONJ
fcis-18139	28	12	technology	technology	NOUN
fcis-18139	28	13	companies	company	NOUN
fcis-18139	28	14	actively	actively	ADV
fcis-18139	28	15	promote	promote	VERB
fcis-18139	28	16	the	the	DET
fcis-18139	28	17	research	research	NOUN
fcis-18139	28	18	and	and	CCONJ
fcis-18139	28	19	practical	practical	ADJ
fcis-18139	28	20	application	application	NOUN
fcis-18139	28	21	of	of	ADP
fcis-18139	28	22	cattle	cattle	NOUN
fcis-18139	28	23	abnormal	abnormal	ADJ
fcis-18139	28	24	behavior	behavior	NOUN
fcis-18139	28	25	monitoring	monitor	VERB
fcis-18139	28	26	technology	technology	NOUN
fcis-18139	28	27	.	.	PUNCT
fcis-18139	29	1	for	for	ADP
fcis-18139	29	2	example	example	NOUN
fcis-18139	29	3	,	,	PUNCT
fcis-18139	29	4	in	in	ADP
fcis-18139	29	5	the	the	DET
fcis-18139	29	6	research	research	NOUN
fcis-18139	29	7	of	of	ADP
fcis-18139	29	8	dairy	dairy	NOUN
fcis-18139	29	9	cow	cow	NOUN
fcis-18139	29	10	behavior	behavior	NOUN
fcis-18139	29	11	recognition	recognition	NOUN
fcis-18139	29	12	and	and	CCONJ
fcis-18139	29	13	health	health	NOUN
fcis-18139	29	14	monitoring	monitoring	NOUN
fcis-18139	29	15	,	,	PUNCT
fcis-18139	29	16	methods	method	NOUN
fcis-18139	29	17	based	base	VERB
fcis-18139	29	18	on	on	ADP
fcis-18139	29	19	inertial	inertial	ADJ
fcis-18139	29	20	navigation	navigation	NOUN
fcis-18139	29	21	sensors	sensor	NOUN
fcis-18139	29	22	and	and	CCONJ
fcis-18139	29	23	machine	machine	NOUN
fcis-18139	29	24	learning	learn	VERB
fcis-18139	29	25	technology	technology	NOUN
fcis-18139	29	26	[	[	X
fcis-18139	29	27	5	5	NUM
fcis-18139	29	28	]	]	PUNCT
fcis-18139	29	29	are	be	AUX
fcis-18139	29	30	used	use	VERB
fcis-18139	29	31	to	to	PART
fcis-18139	29	32	use	use	VERB
fcis-18139	29	33	machine	machine	NOUN
fcis-18139	29	34	vision	vision	NOUN
fcis-18139	29	35	to	to	PART
fcis-18139	29	36	identify	identify	VERB
fcis-18139	29	37	and	and	CCONJ
fcis-18139	29	38	time	time	NOUN
fcis-18139	29	39	statistics	statistic	NOUN
fcis-18139	29	40	various	various	ADJ
fcis-18139	29	41	daily	daily	ADJ
fcis-18139	29	42	behaviors	behavior	NOUN
fcis-18139	29	43	of	of	ADP
fcis-18139	29	44	cattle	cattle	NOUN
fcis-18139	29	45	to	to	PART
fcis-18139	29	46	meet	meet	VERB
fcis-18139	29	47	the	the	DET
fcis-18139	29	48	needs	need	NOUN
fcis-18139	29	49	of	of	ADP
fcis-18139	29	50	farms	farm	NOUN
fcis-18139	29	51	.	.	PUNCT
fcis-18139	30	1	with	with	ADP
fcis-18139	30	2	the	the	DET
fcis-18139	30	3	widespread	widespread	ADJ
fcis-18139	30	4	implementation	implementation	NOUN
fcis-18139	30	5	of	of	ADP
fcis-18139	30	6	agricultural	agricultural	ADJ
fcis-18139	30	7	intelligence	intelligence	NOUN
fcis-18139	30	8	in	in	ADP
fcis-18139	30	9	china	china	PROPN
fcis-18139	30	10	's	's	PART
fcis-18139	30	11	farms	farm	NOUN
fcis-18139	30	12	,	,	PUNCT
fcis-18139	30	13	machine	machine	NOUN
fcis-18139	30	14	vision	vision	NOUN
fcis-18139	30	15	technology	technology	NOUN
fcis-18139	30	16	plays	play	VERB
fcis-18139	30	17	a	a	DET
fcis-18139	30	18	key	key	ADJ
fcis-18139	30	19	role	role	NOUN
fcis-18139	30	20	in	in	ADP
fcis-18139	30	21	this	this	DET
fcis-18139	30	22	process	process	NOUN
fcis-18139	30	23	,	,	PUNCT
fcis-18139	30	24	helping	help	VERB
fcis-18139	30	25	farmers	farmer	NOUN
fcis-18139	30	26	understand	understand	VERB
fcis-18139	30	27	the	the	DET
fcis-18139	30	28	status	status	NOUN
fcis-18139	30	29	of	of	ADP
fcis-18139	30	30	cattle	cattle	NOUN
fcis-18139	30	31	in	in	ADP
fcis-18139	30	32	real	real	ADJ
fcis-18139	30	33	time	time	NOUN
fcis-18139	30	34	.	.	PUNCT
fcis-18139	31	1	in	in	ADP
fcis-18139	31	2	addition	addition	NOUN
fcis-18139	31	3	,	,	PUNCT
fcis-18139	31	4	the	the	DET
fcis-18139	31	5	openpose	openpose	NOUN
fcis-18139	31	6	model	model	NOUN
fcis-18139	31	7	based	base	VERB
fcis-18139	31	8	on	on	ADP
fcis-18139	31	9	human	human	ADJ
fcis-18139	31	10	pose	pose	NOUN
fcis-18139	31	11	estimation	estimation	NOUN
fcis-18139	31	12	was	be	AUX
fcis-18139	31	13	used	use	VERB
fcis-18139	31	14	to	to	PART
fcis-18139	31	15	improve	improve	VERB
fcis-18139	31	16	the	the	DET
fcis-18139	31	17	pose	pose	NOUN
fcis-18139	31	18	estimation	estimation	NOUN
fcis-18139	31	19	of	of	ADP
fcis-18139	31	20	dairy	dairy	NOUN
fcis-18139	31	21	cows	cow	NOUN
fcis-18139	31	22	by	by	ADP
fcis-18139	31	23	using	use	VERB
fcis-18139	31	24	transfer	transfer	NOUN
fcis-18139	31	25	learning	learning	NOUN
fcis-18139	31	26	methods	method	NOUN
fcis-18139	31	27	,	,	PUNCT
fcis-18139	31	28	and	and	CCONJ
fcis-18139	31	29	the	the	DET
fcis-18139	31	30	t	t	PROPN
fcis-18139	31	31	-	-	PUNCT
fcis-18139	31	32	openpose	openpose	PROPN
fcis-18139	31	33	model	model	NOUN
fcis-18139	31	34	was	be	AUX
fcis-18139	31	35	constructed	construct	VERB
fcis-18139	31	36	,	,	PUNCT
fcis-18139	31	37	and	and	CCONJ
fcis-18139	31	38	the	the	DET
fcis-18139	31	39	position	position	NOUN
fcis-18139	31	40	information	information	NOUN
fcis-18139	31	41	of	of	ADP
fcis-18139	31	42	all	all	DET
fcis-18139	31	43	key	key	ADJ
fcis-18139	31	44	body	body	NOUN
fcis-18139	31	45	parts	part	NOUN
fcis-18139	31	46	of	of	ADP
fcis-18139	31	47	dairy	dairy	NOUN
fcis-18139	31	48	cows	cow	NOUN
fcis-18139	31	49	in	in	ADP
fcis-18139	31	50	video	video	NOUN
fcis-18139	31	51	images	image	NOUN
fcis-18139	31	52	was	be	AUX
fcis-18139	31	53	obtained[6	obtained[6	NUM
fcis-18139	31	54	]	]	PUNCT
fcis-18139	31	55	.	.	PUNCT
fcis-18139	32	1	at	at	ADP
fcis-18139	32	2	the	the	DET
fcis-18139	32	3	same	same	ADJ
fcis-18139	32	4	time	time	NOUN
fcis-18139	32	5	,	,	PUNCT
fcis-18139	32	6	studies	study	NOUN
fcis-18139	32	7	have	have	AUX
fcis-18139	32	8	also	also	ADV
fcis-18139	32	9	shown	show	VERB
fcis-18139	32	10	that	that	SCONJ
fcis-18139	32	11	the	the	DET
fcis-18139	32	12	cnnlstm	cnnlstm	NOUN
fcis-18139	32	13	model	model	NOUN
fcis-18139	32	14	has	have	VERB
fcis-18139	32	15	an	an	DET
fcis-18139	32	16	accuracy	accuracy	NOUN
fcis-18139	32	17	of	of	ADP
fcis-18139	32	18	96.0	96.0	NUM
fcis-18139	32	19	%	%	NOUN
fcis-18139	32	20	for	for	ADP
fcis-18139	32	21	the	the	DET
fcis-18139	32	22	four	four	NUM
fcis-18139	32	23	behaviors	behavior	NOUN
fcis-18139	32	24	of	of	ADP
fcis-18139	32	25	dairy	dairy	NOUN
fcis-18139	32	26	cows	cow	NOUN
fcis-18139	32	27	:	:	PUNCT
fcis-18139	32	28	standing	stand	VERB
fcis-18139	32	29	,	,	PUNCT
fcis-18139	32	30	lying	lie	VERB
fcis-18139	32	31	on	on	ADP
fcis-18139	32	32	the	the	DET
fcis-18139	32	33	stomach	stomach	NOUN
fcis-18139	32	34	,	,	PUNCT
fcis-18139	32	35	eating	eating	NOUN
fcis-18139	32	36	,	,	PUNCT
fcis-18139	32	37	and	and	CCONJ
fcis-18139	32	38	walking	walk	VERB
fcis-18139	32	39	,	,	PUNCT
fcis-18139	32	40	which	which	PRON
fcis-18139	32	41	is	be	AUX
fcis-18139	32	42	6.1	6.1	NUM
fcis-18139	32	43	%	%	NOUN
fcis-18139	32	44	and	and	CCONJ
fcis-18139	32	45	4.9	4.9	NUM
fcis-18139	32	46	%	%	NOUN
fcis-18139	32	47	higher	high	ADJ
fcis-18139	32	48	than	than	ADP
fcis-18139	32	49	that	that	PRON
fcis-18139	32	50	of	of	ADP
fcis-18139	32	51	the	the	DET
fcis-18139	32	52	cnn	cnn	PROPN
fcis-18139	32	53	model	model	NOUN
fcis-18139	32	54	and	and	CCONJ
fcis-18139	32	55	the	the	DET
fcis-18139	32	56	lstm	lstm	PROPN
fcis-18139	32	57	model	model	NOUN
fcis-18139	32	58	respectively	respectively	ADV
fcis-18139	32	59	[	[	X
fcis-18139	32	60	7	7	NUM
fcis-18139	32	61	]	]	PUNCT
fcis-18139	32	62	.	.	PUNCT
fcis-18139	33	1	both	both	CCONJ
fcis-18139	33	2	domestic	domestic	ADJ
fcis-18139	33	3	and	and	CCONJ
fcis-18139	33	4	foreign	foreign	ADJ
fcis-18139	33	5	countries	country	NOUN
fcis-18139	33	6	attach	attach	VERB
fcis-18139	33	7	great	great	ADJ
fcis-18139	33	8	importance	importance	NOUN
fcis-18139	33	9	to	to	ADP
fcis-18139	33	10	the	the	DET
fcis-18139	33	11	monitoring	monitoring	NOUN
fcis-18139	33	12	and	and	CCONJ
fcis-18139	33	13	recognition	recognition	NOUN
fcis-18139	33	14	technology	technology	NOUN
fcis-18139	33	15	of	of	ADP
fcis-18139	33	16	abnormal	abnormal	ADJ
fcis-18139	33	17	cattle	cattle	NOUN
fcis-18139	33	18	behavior	behavior	NOUN
fcis-18139	33	19	based	base	VERB
fcis-18139	33	20	on	on	ADP
fcis-18139	33	21	computer	computer	NOUN
fcis-18139	33	22	vision	vision	NOUN
fcis-18139	33	23	,	,	PUNCT
fcis-18139	33	24	and	and	CCONJ
fcis-18139	33	25	pay	pay	VERB
fcis-18139	33	26	special	special	ADJ
fcis-18139	33	27	attention	attention	NOUN
fcis-18139	33	28	to	to	ADP
fcis-18139	33	29	its	its	PRON
fcis-18139	33	30	application	application	NOUN
fcis-18139	33	31	potential	potential	NOUN
fcis-18139	33	32	in	in	ADP
fcis-18139	33	33	the	the	DET
fcis-18139	33	34	development	development	NOUN
fcis-18139	33	35	of	of	ADP
fcis-18139	33	36	animal	animal	NOUN
fcis-18139	33	37	husbandry	husbandry	NOUN
fcis-18139	33	38	.	.	PUNCT
fcis-18139	34	1	these	these	DET
fcis-18139	34	2	technologies	technology	NOUN
fcis-18139	34	3	have	have	AUX
fcis-18139	34	4	made	make	VERB
fcis-18139	34	5	a	a	DET
fcis-18139	34	6	positive	positive	ADJ
fcis-18139	34	7	contribution	contribution	NOUN
fcis-18139	34	8	to	to	ADP
fcis-18139	34	9	the	the	DET
fcis-18139	34	10	intelligent	intelligent	ADJ
fcis-18139	34	11	,	,	PUNCT
fcis-18139	34	12	efficient	efficient	ADJ
fcis-18139	34	13	and	and	CCONJ
fcis-18139	34	14	sustainable	sustainable	ADJ
fcis-18139	34	15	development	development	NOUN
fcis-18139	34	16	of	of	ADP
fcis-18139	34	17	animal	animal	NOUN
fcis-18139	34	18	husbandry	husbandry	NOUN
fcis-18139	34	19	.	.	PUNCT
fcis-18139	35	1	3	3	X
fcis-18139	35	2	.	.	X
fcis-18139	35	3	difficulties	difficulty	NOUN
fcis-18139	35	4	and	and	CCONJ
fcis-18139	35	5	challenges	challenge	NOUN
fcis-18139	35	6	of	of	ADP
fcis-18139	35	7	behavior	behavior	NOUN
fcis-18139	35	8	detection	detection	NOUN
fcis-18139	35	9	in	in	ADP
fcis-18139	35	10	simmental	simmental	ADJ
fcis-18139	35	11	cattle	cattle	NOUN
fcis-18139	35	12	first	first	ADV
fcis-18139	35	13	,	,	PUNCT
fcis-18139	35	14	the	the	DET
fcis-18139	35	15	collection	collection	NOUN
fcis-18139	35	16	and	and	CCONJ
fcis-18139	35	17	labeling	labeling	NOUN
fcis-18139	35	18	of	of	ADP
fcis-18139	35	19	abnormal	abnormal	ADJ
fcis-18139	35	20	behavior	behavior	NOUN
fcis-18139	35	21	data	datum	NOUN
fcis-18139	35	22	in	in	ADP
fcis-18139	35	23	simmental	simmental	ADJ
fcis-18139	35	24	cattle	cattle	NOUN
fcis-18139	35	25	is	be	AUX
fcis-18139	35	26	an	an	DET
fcis-18139	35	27	important	important	ADJ
fcis-18139	35	28	challenge	challenge	NOUN
fcis-18139	35	29	.	.	PUNCT
fcis-18139	36	1	in	in	ADP
fcis-18139	36	2	order	order	NOUN
fcis-18139	36	3	to	to	PART
fcis-18139	36	4	construct	construct	VERB
fcis-18139	36	5	an	an	DET
fcis-18139	36	6	accurate	accurate	ADJ
fcis-18139	36	7	abnormal	abnormal	ADJ
fcis-18139	36	8	behavior	behavior	NOUN
fcis-18139	36	9	model	model	NOUN
fcis-18139	36	10	,	,	PUNCT
fcis-18139	36	11	large	large	ADJ
fcis-18139	36	12	-	-	PUNCT
fcis-18139	36	13	scale	scale	NOUN
fcis-18139	36	14	simmental	simmental	ADJ
fcis-18139	36	15	cattle	cattle	NOUN
fcis-18139	36	16	behavior	behavior	NOUN
fcis-18139	36	17	data	datum	NOUN
fcis-18139	36	18	is	be	AUX
fcis-18139	36	19	needed	need	VERB
fcis-18139	36	20	,	,	PUNCT
fcis-18139	36	21	and	and	CCONJ
fcis-18139	36	22	obtaining	obtain	VERB
fcis-18139	36	23	highquality	highquality	NOUN
fcis-18139	36	24	data	datum	NOUN
fcis-18139	36	25	and	and	CCONJ
fcis-18139	36	26	accurately	accurately	ADV
fcis-18139	36	27	labeling	label	VERB
fcis-18139	36	28	it	it	PRON
fcis-18139	36	29	requires	require	VERB
fcis-18139	36	30	a	a	DET
fcis-18139	36	31	lot	lot	NOUN
fcis-18139	36	32	of	of	ADP
fcis-18139	36	33	time	time	NOUN
fcis-18139	36	34	and	and	CCONJ
fcis-18139	36	35	human	human	ADJ
fcis-18139	36	36	resources	resource	NOUN
fcis-18139	36	37	.	.	PUNCT
fcis-18139	37	1	secondly	secondly	ADV
fcis-18139	37	2	,	,	PUNCT
fcis-18139	37	3	the	the	DET
fcis-18139	37	4	diversity	diversity	NOUN
fcis-18139	37	5	of	of	ADP
fcis-18139	37	6	abnormal	abnormal	ADJ
fcis-18139	37	7	behaviors	behavior	NOUN
fcis-18139	37	8	is	be	AUX
fcis-18139	37	9	also	also	ADV
fcis-18139	37	10	a	a	DET
fcis-18139	37	11	challenge	challenge	NOUN
fcis-18139	37	12	.	.	PUNCT
fcis-18139	38	1	abnormal	abnormal	ADJ
fcis-18139	38	2	behaviors	behavior	NOUN
fcis-18139	38	3	of	of	ADP
fcis-18139	38	4	different	different	ADJ
fcis-18139	38	5	simental	simental	ADJ
fcis-18139	38	6	cattle	cattle	NOUN
fcis-18139	38	7	are	be	AUX
fcis-18139	38	8	diverse	diverse	ADJ
fcis-18139	38	9	,	,	PUNCT
fcis-18139	38	10	including	include	VERB
fcis-18139	38	11	exercise	exercise	NOUN
fcis-18139	38	12	,	,	PUNCT
fcis-18139	38	13	eating	eating	NOUN
fcis-18139	38	14	,	,	PUNCT
fcis-18139	38	15	rest	rest	NOUN
fcis-18139	38	16	and	and	CCONJ
fcis-18139	38	17	social	social	ADJ
fcis-18139	38	18	behaviors	behavior	NOUN
fcis-18139	38	19	,	,	PUNCT
fcis-18139	38	20	etc	etc	X
fcis-18139	38	21	.	.	X
fcis-18139	38	22	,	,	PUNCT
fcis-18139	38	23	so	so	ADV
fcis-18139	38	24	it	it	PRON
fcis-18139	38	25	is	be	AUX
fcis-18139	38	26	necessary	necessary	ADJ
fcis-18139	38	27	to	to	PART
fcis-18139	38	28	establish	establish	VERB
fcis-18139	38	29	several	several	ADJ
fcis-18139	38	30	different	different	ADJ
fcis-18139	38	31	detection	detection	NOUN
fcis-18139	38	32	models	model	NOUN
fcis-18139	38	33	and	and	CCONJ
fcis-18139	38	34	elaborate	elaborate	ADJ
fcis-18139	38	35	classification	classification	NOUN
fcis-18139	38	36	.	.	PUNCT
fcis-18139	39	1	in	in	ADP
fcis-18139	39	2	addition	addition	NOUN
fcis-18139	39	3	,	,	PUNCT
fcis-18139	39	4	the	the	DET
fcis-18139	39	5	complex	complex	ADJ
fcis-18139	39	6	farm	farm	NOUN
fcis-18139	39	7	environment	environment	NOUN
fcis-18139	39	8	also	also	ADV
fcis-18139	39	9	increases	increase	VERB
fcis-18139	39	10	the	the	DET
fcis-18139	39	11	difficulty	difficulty	NOUN
fcis-18139	39	12	of	of	ADP
fcis-18139	39	13	technology	technology	NOUN
fcis-18139	39	14	application	application	NOUN
fcis-18139	39	15	.	.	PUNCT
fcis-18139	40	1	there	there	PRON
fcis-18139	40	2	are	be	VERB
fcis-18139	40	3	various	various	ADJ
fcis-18139	40	4	interference	interference	NOUN
fcis-18139	40	5	factors	factor	NOUN
fcis-18139	40	6	in	in	ADP
fcis-18139	40	7	the	the	DET
fcis-18139	40	8	farm	farm	NOUN
fcis-18139	40	9	environment	environment	NOUN
fcis-18139	40	10	,	,	PUNCT
fcis-18139	40	11	such	such	ADJ
fcis-18139	40	12	as	as	ADP
fcis-18139	40	13	noise	noise	NOUN
fcis-18139	40	14	,	,	PUNCT
fcis-18139	40	15	light	light	ADJ
fcis-18139	40	16	changes	change	NOUN
fcis-18139	40	17	and	and	CCONJ
fcis-18139	40	18	temperature	temperature	NOUN
fcis-18139	40	19	fluctuations	fluctuation	NOUN
fcis-18139	40	20	.	.	PUNCT
fcis-18139	41	1	meanwhile	meanwhile	ADV
fcis-18139	41	2	,	,	PUNCT
fcis-18139	41	3	the	the	DET
fcis-18139	41	4	video	video	NOUN
fcis-18139	41	5	abnormal	abnormal	ADJ
fcis-18139	41	6	behavior	behavior	NOUN
fcis-18139	41	7	detection	detection	NOUN
fcis-18139	41	8	algorithm	algorithm	NOUN
fcis-18139	41	9	needs	need	VERB
fcis-18139	41	10	to	to	PART
fcis-18139	41	11	model	model	VERB
fcis-18139	41	12	the	the	DET
fcis-18139	41	13	appearance	appearance	NOUN
fcis-18139	41	14	and	and	CCONJ
fcis-18139	41	15	motion	motion	NOUN
fcis-18139	41	16	characteristics	characteristic	NOUN
fcis-18139	41	17	of	of	ADP
fcis-18139	41	18	normal	normal	ADJ
fcis-18139	41	19	events	event	NOUN
fcis-18139	41	20	,	,	PUNCT
fcis-18139	41	21	but	but	CCONJ
fcis-18139	41	22	it	it	PRON
fcis-18139	41	23	also	also	ADV
fcis-18139	41	24	faces	face	VERB
fcis-18139	41	25	problems	problem	NOUN
fcis-18139	41	26	such	such	ADJ
fcis-18139	41	27	as	as	ADP
fcis-18139	41	28	occlusion	occlusion	NOUN
fcis-18139	41	29	and	and	CCONJ
fcis-18139	41	30	category	category	NOUN
fcis-18139	41	31	imbalance	imbalance	NOUN
fcis-18139	41	32	in	in	ADP
fcis-18139	41	33	surveillance	surveillance	NOUN
fcis-18139	41	34	videos	video	NOUN
fcis-18139	42	1	[	[	X
fcis-18139	42	2	9	9	NUM
fcis-18139	42	3	]	]	PUNCT
fcis-18139	42	4	.	.	PUNCT
fcis-18139	43	1	these	these	DET
fcis-18139	43	2	factors	factor	NOUN
fcis-18139	43	3	may	may	AUX
fcis-18139	43	4	affect	affect	VERB
fcis-18139	43	5	the	the	DET
fcis-18139	43	6	accuracy	accuracy	NOUN
fcis-18139	43	7	of	of	ADP
fcis-18139	43	8	abnormal	abnormal	ADJ
fcis-18139	43	9	behavior	behavior	NOUN
fcis-18139	43	10	detection	detection	NOUN
fcis-18139	43	11	,	,	PUNCT
fcis-18139	43	12	thus	thus	ADV
fcis-18139	43	13	increasing	increase	VERB
fcis-18139	43	14	the	the	DET
fcis-18139	43	15	difficulty	difficulty	NOUN
fcis-18139	43	16	of	of	ADP
fcis-18139	43	17	algorithm	algorithm	NOUN
fcis-18139	43	18	design	design	NOUN
fcis-18139	43	19	and	and	CCONJ
fcis-18139	43	20	optimization	optimization	NOUN
fcis-18139	43	21	.	.	PUNCT
fcis-18139	44	1	in	in	ADP
fcis-18139	44	2	order	order	NOUN
fcis-18139	44	3	to	to	PART
fcis-18139	44	4	meet	meet	VERB
fcis-18139	44	5	the	the	DET
fcis-18139	44	6	real	real	ADJ
fcis-18139	44	7	-	-	PUNCT
fcis-18139	44	8	time	time	NOUN
fcis-18139	44	9	and	and	CCONJ
fcis-18139	44	10	automated	automate	VERB
fcis-18139	44	11	task	task	NOUN
fcis-18139	44	12	of	of	ADP
fcis-18139	44	13	abnormal	abnormal	ADJ
fcis-18139	44	14	behavior	behavior	NOUN
fcis-18139	44	15	detection	detection	NOUN
fcis-18139	44	16	of	of	ADP
fcis-18139	44	17	simmental	simmental	ADJ
fcis-18139	44	18	cattle	cattle	NOUN
fcis-18139	44	19	,	,	PUNCT
fcis-18139	44	20	in	in	ADP
fcis-18139	44	21	addition	addition	NOUN
fcis-18139	44	22	to	to	ADP
fcis-18139	44	23	accurate	accurate	ADJ
fcis-18139	44	24	monitoring	monitoring	NOUN
fcis-18139	44	25	and	and	CCONJ
fcis-18139	44	26	analysis	analysis	NOUN
fcis-18139	44	27	of	of	ADP
fcis-18139	44	28	cattle	cattle	NOUN
fcis-18139	44	29	behavior	behavior	NOUN
fcis-18139	44	30	,	,	PUNCT
fcis-18139	44	31	it	it	PRON
fcis-18139	44	32	is	be	AUX
fcis-18139	44	33	also	also	ADV
fcis-18139	44	34	necessary	necessary	ADJ
fcis-18139	44	35	to	to	PART
fcis-18139	44	36	quickly	quickly	ADV
fcis-18139	44	37	respond	respond	VERB
fcis-18139	44	38	to	to	ADP
fcis-18139	44	39	abnormal	abnormal	ADJ
fcis-18139	44	40	events	event	NOUN
fcis-18139	44	41	,	,	PUNCT
fcis-18139	44	42	requiring	require	VERB
fcis-18139	44	43	continuous	continuous	ADJ
fcis-18139	44	44	monitoring	monitoring	NOUN
fcis-18139	44	45	and	and	CCONJ
fcis-18139	44	46	analysis	analysis	NOUN
fcis-18139	44	47	of	of	ADP
fcis-18139	44	48	cattle	cattle	NOUN
fcis-18139	44	49	behavior	behavior	NOUN
fcis-18139	44	50	,	,	PUNCT
fcis-18139	44	51	timely	timely	ADJ
fcis-18139	44	52	detection	detection	NOUN
fcis-18139	44	53	of	of	ADP
fcis-18139	44	54	abnormal	abnormal	ADJ
fcis-18139	44	55	situations	situation	NOUN
fcis-18139	44	56	,	,	PUNCT
fcis-18139	44	57	and	and	CCONJ
fcis-18139	44	58	automatic	automatic	ADJ
fcis-18139	44	59	triggering	triggering	NOUN
fcis-18139	44	60	of	of	ADP
fcis-18139	44	61	early	early	ADJ
fcis-18139	44	62	warning	warning	NOUN
fcis-18139	44	63	and	and	CCONJ
fcis-18139	44	64	treatment	treatment	NOUN
fcis-18139	44	65	measures	measure	NOUN
fcis-18139	44	66	.	.	PUNCT
fcis-18139	45	1	the	the	DET
fcis-18139	45	2	second	second	NOUN
fcis-18139	45	3	is	be	AUX
fcis-18139	45	4	fine	fine	ADJ
fcis-18139	45	5	management	management	NOUN
fcis-18139	45	6	,	,	PUNCT
fcis-18139	45	7	through	through	ADP
fcis-18139	45	8	the	the	DET
fcis-18139	45	9	detection	detection	NOUN
fcis-18139	45	10	of	of	ADP
fcis-18139	45	11	abnormal	abnormal	ADJ
fcis-18139	45	12	behavior	behavior	NOUN
fcis-18139	45	13	,	,	PUNCT
fcis-18139	45	14	can	can	AUX
fcis-18139	45	15	help	help	VERB
fcis-18139	45	16	farmers	farmer	NOUN
fcis-18139	45	17	targeted	target	VERB
fcis-18139	45	18	management	management	NOUN
fcis-18139	45	19	and	and	CCONJ
fcis-18139	45	20	intervention	intervention	NOUN
fcis-18139	45	21	,	,	PUNCT
fcis-18139	45	22	so	so	SCONJ
fcis-18139	45	23	as	as	SCONJ
fcis-18139	45	24	to	to	PART
fcis-18139	45	25	improve	improve	VERB
fcis-18139	45	26	the	the	DET
fcis-18139	45	27	efficiency	efficiency	NOUN
fcis-18139	45	28	of	of	ADP
fcis-18139	45	29	farming	farming	NOUN
fcis-18139	45	30	.	.	PUNCT
fcis-18139	46	1	the	the	DET
fcis-18139	46	2	application	application	NOUN
fcis-18139	46	3	of	of	ADP
fcis-18139	46	4	this	this	DET
fcis-18139	46	5	technology	technology	NOUN
fcis-18139	46	6	helps	help	VERB
fcis-18139	46	7	to	to	PART
fcis-18139	46	8	improve	improve	VERB
fcis-18139	46	9	the	the	DET
fcis-18139	46	10	efficiency	efficiency	NOUN
fcis-18139	46	11	of	of	ADP
fcis-18139	46	12	animal	animal	NOUN
fcis-18139	46	13	husbandry	husbandry	NOUN
fcis-18139	46	14	,	,	PUNCT
fcis-18139	46	15	including	include	VERB
fcis-18139	46	16	improving	improve	VERB
fcis-18139	46	17	production	production	NOUN
fcis-18139	46	18	efficiency	efficiency	NOUN
fcis-18139	46	19	,	,	PUNCT
fcis-18139	46	20	reducing	reduce	VERB
fcis-18139	46	21	the	the	DET
fcis-18139	46	22	risk	risk	NOUN
fcis-18139	46	23	of	of	ADP
fcis-18139	46	24	disease	disease	NOUN
fcis-18139	46	25	transmission	transmission	NOUN
fcis-18139	46	26	,	,	PUNCT
fcis-18139	46	27	improving	improve	VERB
fcis-18139	46	28	the	the	DET
fcis-18139	46	29	living	living	NOUN
fcis-18139	46	30	conditions	condition	NOUN
fcis-18139	46	31	of	of	ADP
fcis-18139	46	32	simmental	simmental	ADJ
fcis-18139	46	33	cattle	cattle	NOUN
fcis-18139	46	34	,	,	PUNCT
fcis-18139	46	35	promoting	promote	VERB
fcis-18139	46	36	the	the	DET
fcis-18139	46	37	sustainable	sustainable	ADJ
fcis-18139	46	38	development	development	NOUN
fcis-18139	46	39	of	of	ADP
fcis-18139	46	40	animal	animal	NOUN
fcis-18139	46	41	husbandry	husbandry	NOUN
fcis-18139	46	42	,	,	PUNCT
fcis-18139	46	43	and	and	CCONJ
fcis-18139	46	44	achieving	achieve	VERB
fcis-18139	46	45	the	the	DET
fcis-18139	46	46	goal	goal	NOUN
fcis-18139	46	47	of	of	ADP
fcis-18139	46	48	human	human	ADJ
fcis-18139	46	49	-	-	PUNCT
fcis-18139	46	50	animal	animal	NOUN
fcis-18139	46	51	symbiosis	symbiosis	NOUN
fcis-18139	46	52	,	,	PUNCT
fcis-18139	46	53	so	so	CCONJ
fcis-18139	46	54	it	it	PRON
fcis-18139	46	55	is	be	AUX
fcis-18139	46	56	very	very	ADV
fcis-18139	46	57	necessary	necessary	ADJ
fcis-18139	46	58	to	to	PART
fcis-18139	46	59	explore	explore	VERB
fcis-18139	46	60	.	.	PUNCT
fcis-18139	47	1	4	4	X
fcis-18139	47	2	.	.	X
fcis-18139	47	3	implementation	implementation	NOUN
fcis-18139	47	4	of	of	ADP
fcis-18139	47	5	abnormal	abnormal	ADJ
fcis-18139	47	6	behavior	behavior	NOUN
fcis-18139	47	7	detection	detection	NOUN
fcis-18139	47	8	in	in	ADP
fcis-18139	47	9	simmental	simmental	ADJ
fcis-18139	47	10	cattle	cattle	NOUN
fcis-18139	47	11	the	the	DET
fcis-18139	47	12	abnormal	abnormal	ADJ
fcis-18139	47	13	behavior	behavior	NOUN
fcis-18139	47	14	detection	detection	NOUN
fcis-18139	47	15	model	model	NOUN
fcis-18139	47	16	based	base	VERB
fcis-18139	47	17	on	on	ADP
fcis-18139	47	18	deep	deep	ADJ
fcis-18139	47	19	learning	learning	NOUN
fcis-18139	47	20	continuously	continuously	ADV
fcis-18139	47	21	improves	improve	VERB
fcis-18139	47	22	the	the	DET
fcis-18139	47	23	accuracy	accuracy	NOUN
fcis-18139	47	24	and	and	CCONJ
fcis-18139	47	25	robustness	robustness	NOUN
fcis-18139	47	26	of	of	ADP
fcis-18139	47	27	the	the	DET
fcis-18139	47	28	model	model	NOUN
fcis-18139	47	29	during	during	ADP
fcis-18139	47	30	iteration	iteration	NOUN
fcis-18139	47	31	and	and	CCONJ
fcis-18139	47	32	optimization	optimization	NOUN
fcis-18139	47	33	,	,	PUNCT
fcis-18139	47	34	and	and	CCONJ
fcis-18139	47	35	analyzes	analyze	VERB
fcis-18139	47	36	the	the	DET
fcis-18139	47	37	detection	detection	NOUN
fcis-18139	47	38	of	of	ADP
fcis-18139	47	39	different	different	ADJ
fcis-18139	47	40	abnormal	abnormal	ADJ
fcis-18139	47	41	behaviors	behavior	NOUN
fcis-18139	47	42	by	by	ADP
fcis-18139	47	43	evaluating	evaluate	VERB
fcis-18139	47	44	key	key	ADJ
fcis-18139	47	45	indicators	indicator	NOUN
fcis-18139	47	46	such	such	ADJ
fcis-18139	47	47	as	as	ADP
fcis-18139	47	48	its	its	PRON
fcis-18139	47	49	accuracy	accuracy	NOUN
fcis-18139	47	50	and	and	CCONJ
fcis-18139	47	51	recall	recall	NOUN
fcis-18139	47	52	rate	rate	NOUN
fcis-18139	47	53	.	.	PUNCT
fcis-18139	48	1	if	if	SCONJ
fcis-18139	48	2	the	the	DET
fcis-18139	48	3	evaluation	evaluation	NOUN
fcis-18139	48	4	results	result	NOUN
fcis-18139	48	5	do	do	AUX
fcis-18139	48	6	not	not	PART
fcis-18139	48	7	meet	meet	VERB
fcis-18139	48	8	the	the	DET
fcis-18139	48	9	requirements	requirement	NOUN
fcis-18139	48	10	,	,	PUNCT
fcis-18139	48	11	the	the	DET
fcis-18139	48	12	model	model	NOUN
fcis-18139	48	13	should	should	AUX
fcis-18139	48	14	be	be	AUX
fcis-18139	48	15	found	find	VERB
fcis-18139	48	16	to	to	PART
fcis-18139	48	17	improve	improve	VERB
fcis-18139	48	18	and	and	CCONJ
fcis-18139	48	19	optimize	optimize	VERB
fcis-18139	48	20	the	the	DET
fcis-18139	48	21	model	model	NOUN
fcis-18139	48	22	.	.	PUNCT
fcis-18139	49	1	after	after	SCONJ
fcis-18139	49	2	the	the	DET
fcis-18139	49	3	model	model	NOUN
fcis-18139	49	4	evaluation	evaluation	NOUN
fcis-18139	49	5	is	be	AUX
fcis-18139	49	6	completed	complete	VERB
fcis-18139	49	7	,	,	PUNCT
fcis-18139	49	8	the	the	DET
fcis-18139	49	9	system	system	NOUN
fcis-18139	49	10	application	application	NOUN
fcis-18139	49	11	and	and	CCONJ
fcis-18139	49	12	experimental	experimental	ADJ
fcis-18139	49	13	verification	verification	NOUN
fcis-18139	49	14	are	be	AUX
fcis-18139	49	15	carried	carry	VERB
fcis-18139	49	16	out	out	ADP
fcis-18139	49	17	.	.	PUNCT
fcis-18139	50	1	abnormal	abnormal	ADJ
fcis-18139	50	2	behavior	behavior	NOUN
fcis-18139	50	3	detection	detection	NOUN
fcis-18139	50	4	based	base	VERB
fcis-18139	50	5	on	on	ADP
fcis-18139	50	6	computer	computer	NOUN
fcis-18139	50	7	vision	vision	NOUN
fcis-18139	50	8	can	can	AUX
fcis-18139	50	9	effectively	effectively	ADV
fcis-18139	50	10	realize	realize	VERB
fcis-18139	50	11	the	the	DET
fcis-18139	50	12	intelligent	intelligent	ADJ
fcis-18139	50	13	monitoring	monitoring	NOUN
fcis-18139	50	14	and	and	CCONJ
fcis-18139	50	15	management	management	NOUN
fcis-18139	50	16	of	of	ADP
fcis-18139	50	17	cattle	cattle	NOUN
fcis-18139	50	18	behavior	behavior	NOUN
fcis-18139	50	19	,	,	PUNCT
fcis-18139	50	20	and	and	CCONJ
fcis-18139	50	21	provide	provide	VERB
fcis-18139	50	22	ideas	idea	NOUN
fcis-18139	50	23	and	and	CCONJ
fcis-18139	50	24	solutions	solution	NOUN
fcis-18139	50	25	for	for	ADP
fcis-18139	50	26	the	the	DET
fcis-18139	50	27	development	development	NOUN
fcis-18139	50	28	and	and	CCONJ
fcis-18139	50	29	sustainability	sustainability	NOUN
fcis-18139	50	30	of	of	ADP
fcis-18139	50	31	animal	animal	NOUN
fcis-18139	50	32	husbandry	husbandry	NOUN
fcis-18139	50	33	.	.	PUNCT
fcis-18139	51	1	in	in	ADP
fcis-18139	51	2	order	order	NOUN
fcis-18139	51	3	to	to	PART
fcis-18139	51	4	realize	realize	VERB
fcis-18139	51	5	abnormal	abnormal	ADJ
fcis-18139	51	6	behavior	behavior	NOUN
fcis-18139	51	7	detection	detection	NOUN
fcis-18139	51	8	of	of	ADP
fcis-18139	51	9	cattle	cattle	NOUN
fcis-18139	51	10	,	,	PUNCT
fcis-18139	51	11	it	it	PRON
fcis-18139	51	12	is	be	AUX
fcis-18139	51	13	necessary	necessary	ADJ
fcis-18139	51	14	to	to	PART
fcis-18139	51	15	comprehensively	comprehensively	ADV
fcis-18139	51	16	consider	consider	VERB
fcis-18139	51	17	the	the	DET
fcis-18139	51	18	characteristics	characteristic	NOUN
fcis-18139	51	19	of	of	ADP
fcis-18139	51	20	simmental	simmental	ADJ
fcis-18139	51	21	cattle	cattle	NOUN
fcis-18139	51	22	behavior	behavior	NOUN
fcis-18139	51	23	,	,	PUNCT
fcis-18139	51	24	data	data	NOUN
fcis-18139	51	25	acquisition	acquisition	NOUN
fcis-18139	51	26	,	,	PUNCT
fcis-18139	51	27	algorithm	algorithm	NOUN
fcis-18139	51	28	design	design	NOUN
fcis-18139	51	29	and	and	CCONJ
fcis-18139	51	30	real	real	ADJ
fcis-18139	51	31	-	-	PUNCT
fcis-18139	51	32	time	time	NOUN
fcis-18139	51	33	requirements	requirement	NOUN
fcis-18139	51	34	,	,	PUNCT
fcis-18139	51	35	so	so	SCONJ
fcis-18139	51	36	as	as	SCONJ
fcis-18139	51	37	to	to	PART
fcis-18139	51	38	establish	establish	VERB
fcis-18139	51	39	an	an	DET
fcis-18139	51	40	accurate	accurate	ADJ
fcis-18139	51	41	and	and	CCONJ
fcis-18139	51	42	reliable	reliable	ADJ
fcis-18139	51	43	abnormal	abnormal	ADJ
fcis-18139	51	44	behavior	behavior	NOUN
fcis-18139	51	45	detection	detection	NOUN
fcis-18139	51	46	system	system	NOUN
fcis-18139	51	47	of	of	ADP
fcis-18139	51	48	57	57	NUM
fcis-18139	51	49	simmental	simmental	ADJ
fcis-18139	51	50	cattle	cattle	NOUN
fcis-18139	51	51	through	through	ADP
fcis-18139	51	52	continuous	continuous	ADJ
fcis-18139	51	53	iteration	iteration	NOUN
fcis-18139	51	54	and	and	CCONJ
fcis-18139	51	55	optimization	optimization	NOUN
fcis-18139	51	56	.	.	PUNCT
fcis-18139	52	1	therefore	therefore	ADV
fcis-18139	52	2	,	,	PUNCT
fcis-18139	52	3	abnormal	abnormal	ADJ
fcis-18139	52	4	behavior	behavior	NOUN
fcis-18139	52	5	detection	detection	NOUN
fcis-18139	52	6	of	of	ADP
fcis-18139	52	7	simmental	simmental	ADJ
fcis-18139	52	8	cattle	cattle	NOUN
fcis-18139	52	9	faces	face	VERB
fcis-18139	52	10	the	the	DET
fcis-18139	52	11	following	follow	VERB
fcis-18139	52	12	key	key	ADJ
fcis-18139	52	13	problems	problem	NOUN
fcis-18139	52	14	:	:	PUNCT
fcis-18139	52	15	(	(	PUNCT
fcis-18139	52	16	1	1	X
fcis-18139	52	17	)	)	PUNCT
fcis-18139	52	18	abnormal	abnormal	ADJ
fcis-18139	52	19	behavior	behavior	NOUN
fcis-18139	52	20	definition	definition	NOUN
fcis-18139	52	21	:	:	PUNCT
fcis-18139	52	22	determine	determine	VERB
fcis-18139	52	23	what	what	PRON
fcis-18139	52	24	is	be	AUX
fcis-18139	52	25	abnormal	abnormal	ADJ
fcis-18139	52	26	behavior	behavior	NOUN
fcis-18139	52	27	and	and	CCONJ
fcis-18139	52	28	deeply	deeply	ADV
fcis-18139	52	29	understand	understand	VERB
fcis-18139	52	30	the	the	DET
fcis-18139	52	31	behavior	behavior	NOUN
fcis-18139	52	32	characteristics	characteristic	NOUN
fcis-18139	52	33	of	of	ADP
fcis-18139	52	34	simmental	simmental	ADJ
fcis-18139	52	35	cattle	cattle	NOUN
fcis-18139	52	36	.	.	PUNCT
fcis-18139	53	1	(	(	PUNCT
fcis-18139	53	2	2	2	X
fcis-18139	53	3	)	)	PUNCT
fcis-18139	53	4	build	build	VERB
fcis-18139	53	5	the	the	DET
fcis-18139	53	6	data	datum	NOUN
fcis-18139	53	7	set	set	NOUN
fcis-18139	53	8	:	:	PUNCT
fcis-18139	53	9	determine	determine	VERB
fcis-18139	53	10	the	the	DET
fcis-18139	53	11	data	data	NOUN
fcis-18139	53	12	acquisition	acquisition	NOUN
fcis-18139	53	13	method	method	NOUN
fcis-18139	53	14	,	,	PUNCT
fcis-18139	53	15	sensor	sensor	NOUN
fcis-18139	53	16	and	and	CCONJ
fcis-18139	53	17	annotation	annotation	NOUN
fcis-18139	53	18	method	method	NOUN
fcis-18139	53	19	.	.	PUNCT
fcis-18139	54	1	(	(	PUNCT
fcis-18139	54	2	3	3	X
fcis-18139	54	3	)	)	PUNCT
fcis-18139	54	4	feature	feature	NOUN
fcis-18139	54	5	extraction	extraction	NOUN
fcis-18139	54	6	and	and	CCONJ
fcis-18139	54	7	selection	selection	NOUN
fcis-18139	54	8	:	:	PUNCT
fcis-18139	54	9	select	select	VERB
fcis-18139	54	10	the	the	DET
fcis-18139	54	11	appropriate	appropriate	ADJ
fcis-18139	54	12	feature	feature	NOUN
fcis-18139	54	13	extraction	extraction	NOUN
fcis-18139	54	14	method	method	NOUN
fcis-18139	54	15	,	,	PUNCT
fcis-18139	54	16	and	and	CCONJ
fcis-18139	54	17	select	select	VERB
fcis-18139	54	18	the	the	DET
fcis-18139	54	19	most	most	ADV
fcis-18139	54	20	discriminative	discriminative	ADJ
fcis-18139	54	21	feature	feature	NOUN
fcis-18139	54	22	based	base	VERB
fcis-18139	54	23	on	on	ADP
fcis-18139	54	24	the	the	DET
fcis-18139	54	25	learning	learning	NOUN
fcis-18139	54	26	method	method	NOUN
fcis-18139	54	27	.	.	PUNCT
fcis-18139	55	1	(	(	PUNCT
fcis-18139	55	2	4	4	X
fcis-18139	55	3	)	)	PUNCT
fcis-18139	55	4	anomaly	anomaly	NOUN
fcis-18139	55	5	detection	detection	NOUN
fcis-18139	55	6	algorithm	algorithm	NOUN
fcis-18139	55	7	:	:	PUNCT
fcis-18139	55	8	select	select	ADJ
fcis-18139	55	9	machine	machine	NOUN
fcis-18139	55	10	learning	learning	NOUN
fcis-18139	55	11	or	or	CCONJ
fcis-18139	55	12	deep	deep	ADJ
fcis-18139	55	13	learning	learning	NOUN
fcis-18139	55	14	algorithm	algorithm	NOUN
fcis-18139	55	15	,	,	PUNCT
fcis-18139	55	16	and	and	CCONJ
fcis-18139	55	17	conduct	conduct	VERB
fcis-18139	55	18	model	model	NOUN
fcis-18139	55	19	training	training	NOUN
fcis-18139	55	20	and	and	CCONJ
fcis-18139	55	21	tuning	tuning	NOUN
fcis-18139	55	22	.	.	PUNCT
fcis-18139	56	1	(	(	PUNCT
fcis-18139	56	2	5	5	X
fcis-18139	56	3	)	)	PUNCT
fcis-18139	56	4	real	real	ADJ
fcis-18139	56	5	-	-	PUNCT
fcis-18139	56	6	time	time	NOUN
fcis-18139	56	7	monitoring	monitoring	NOUN
fcis-18139	56	8	and	and	CCONJ
fcis-18139	56	9	response	response	NOUN
fcis-18139	56	10	:	:	PUNCT
fcis-18139	56	11	continuous	continuous	ADJ
fcis-18139	56	12	monitoring	monitoring	NOUN
fcis-18139	56	13	and	and	CCONJ
fcis-18139	56	14	analysis	analysis	NOUN
fcis-18139	56	15	of	of	ADP
fcis-18139	56	16	cattle	cattle	NOUN
fcis-18139	56	17	behavior	behavior	NOUN
fcis-18139	56	18	,	,	PUNCT
fcis-18139	56	19	rapid	rapid	ADJ
fcis-18139	56	20	response	response	NOUN
fcis-18139	56	21	to	to	ADP
fcis-18139	56	22	abnormal	abnormal	ADJ
fcis-18139	56	23	events	event	NOUN
fcis-18139	56	24	.	.	PUNCT
fcis-18139	57	1	as	as	SCONJ
fcis-18139	57	2	shown	show	VERB
fcis-18139	57	3	in	in	ADP
fcis-18139	57	4	figure	figure	NOUN
fcis-18139	57	5	2	2	NUM
fcis-18139	57	6	,	,	PUNCT
fcis-18139	57	7	target	target	NOUN
fcis-18139	57	8	detection	detection	NOUN
fcis-18139	57	9	technology	technology	NOUN
fcis-18139	57	10	,	,	PUNCT
fcis-18139	57	11	posture	posture	NOUN
fcis-18139	57	12	estimation	estimation	NOUN
fcis-18139	57	13	technology	technology	NOUN
fcis-18139	57	14	and	and	CCONJ
fcis-18139	57	15	behavior	behavior	NOUN
fcis-18139	57	16	recognition	recognition	NOUN
fcis-18139	57	17	technology	technology	NOUN
fcis-18139	57	18	are	be	AUX
fcis-18139	57	19	mainly	mainly	ADV
fcis-18139	57	20	used	use	VERB
fcis-18139	57	21	to	to	PART
fcis-18139	57	22	realize	realize	VERB
fcis-18139	57	23	the	the	DET
fcis-18139	57	24	monitoring	monitoring	NOUN
fcis-18139	57	25	and	and	CCONJ
fcis-18139	57	26	management	management	NOUN
fcis-18139	57	27	of	of	ADP
fcis-18139	57	28	cattle	cattle	NOUN
fcis-18139	57	29	.	.	PUNCT
fcis-18139	58	1	to	to	PART
fcis-18139	58	2	build	build	VERB
fcis-18139	58	3	an	an	DET
fcis-18139	58	4	efficient	efficient	ADJ
fcis-18139	58	5	cattle	cattle	NOUN
fcis-18139	58	6	anomaly	anomaly	NOUN
fcis-18139	58	7	behavior	behavior	NOUN
fcis-18139	58	8	detection	detection	NOUN
fcis-18139	58	9	model	model	NOUN
fcis-18139	58	10	,	,	PUNCT
fcis-18139	58	11	it	it	PRON
fcis-18139	58	12	is	be	AUX
fcis-18139	58	13	necessary	necessary	ADJ
fcis-18139	58	14	to	to	PART
fcis-18139	58	15	collect	collect	VERB
fcis-18139	58	16	a	a	DET
fcis-18139	58	17	large	large	ADJ
fcis-18139	58	18	amount	amount	NOUN
fcis-18139	58	19	of	of	ADP
fcis-18139	58	20	simmental	simmental	ADJ
fcis-18139	58	21	cattle	cattle	NOUN
fcis-18139	58	22	behavior	behavior	NOUN
fcis-18139	58	23	data	datum	NOUN
fcis-18139	58	24	.	.	PUNCT
fcis-18139	59	1	this	this	DET
fcis-18139	59	2	data	datum	NOUN
fcis-18139	59	3	should	should	AUX
fcis-18139	59	4	cover	cover	VERB
fcis-18139	59	5	cattle	cattle	NOUN
fcis-18139	59	6	behavior	behavior	NOUN
fcis-18139	59	7	at	at	ADP
fcis-18139	59	8	different	different	ADJ
fcis-18139	59	9	times	time	NOUN
fcis-18139	59	10	,	,	PUNCT
fcis-18139	59	11	in	in	ADP
fcis-18139	59	12	different	different	ADJ
fcis-18139	59	13	environments	environment	NOUN
fcis-18139	59	14	,	,	PUNCT
fcis-18139	59	15	and	and	CCONJ
fcis-18139	59	16	from	from	ADP
fcis-18139	59	17	different	different	ADJ
fcis-18139	59	18	perspectives	perspective	NOUN
fcis-18139	59	19	.	.	PUNCT
fcis-18139	60	1	at	at	ADP
fcis-18139	60	2	the	the	DET
fcis-18139	60	3	same	same	ADJ
fcis-18139	60	4	time	time	NOUN
fcis-18139	60	5	,	,	PUNCT
fcis-18139	60	6	it	it	PRON
fcis-18139	60	7	can	can	AUX
fcis-18139	60	8	also	also	ADV
fcis-18139	60	9	be	be	AUX
fcis-18139	60	10	combined	combine	VERB
fcis-18139	60	11	with	with	ADP
fcis-18139	60	12	public	public	ADJ
fcis-18139	60	13	datasets	dataset	NOUN
fcis-18139	60	14	to	to	PART
fcis-18139	60	15	increase	increase	VERB
fcis-18139	60	16	the	the	DET
fcis-18139	60	17	diversity	diversity	NOUN
fcis-18139	60	18	and	and	CCONJ
fcis-18139	60	19	generalization	generalization	NOUN
fcis-18139	60	20	ability	ability	NOUN
fcis-18139	60	21	of	of	ADP
fcis-18139	60	22	training	training	NOUN
fcis-18139	60	23	data	datum	NOUN
fcis-18139	60	24	.	.	PUNCT
fcis-18139	61	1	perform	perform	VERB
fcis-18139	61	2	in	in	ADP
fcis-18139	61	3	-	-	PUNCT
fcis-18139	61	4	depth	depth	NOUN
fcis-18139	61	5	analysis	analysis	NOUN
fcis-18139	61	6	of	of	ADP
fcis-18139	61	7	the	the	DET
fcis-18139	61	8	collected	collect	VERB
fcis-18139	61	9	data	datum	NOUN
fcis-18139	61	10	.	.	PUNCT
fcis-18139	62	1	annotate	annotate	VERB
fcis-18139	62	2	the	the	DET
fcis-18139	62	3	key	key	ADJ
fcis-18139	62	4	points	point	NOUN
fcis-18139	62	5	of	of	ADP
fcis-18139	62	6	the	the	DET
fcis-18139	62	7	cattle	cattle	NOUN
fcis-18139	62	8	body	body	NOUN
fcis-18139	62	9	image	image	NOUN
fcis-18139	62	10	,	,	PUNCT
fcis-18139	62	11	such	such	ADJ
fcis-18139	62	12	as	as	ADP
fcis-18139	62	13	the	the	DET
fcis-18139	62	14	position	position	NOUN
fcis-18139	62	15	of	of	ADP
fcis-18139	62	16	each	each	DET
fcis-18139	62	17	key	key	ADJ
fcis-18139	62	18	point	point	NOUN
fcis-18139	62	19	such	such	ADJ
fcis-18139	62	20	as	as	ADP
fcis-18139	62	21	the	the	DET
fcis-18139	62	22	cow	cow	NOUN
fcis-18139	62	23	head	head	NOUN
fcis-18139	62	24	,	,	PUNCT
fcis-18139	62	25	torso	torso	PROPN
fcis-18139	62	26	,	,	PUNCT
fcis-18139	62	27	limbs	limb	NOUN
fcis-18139	62	28	,	,	PUNCT
fcis-18139	62	29	etc	etc	X
fcis-18139	62	30	.	.	X
fcis-18139	62	31	,	,	PUNCT
fcis-18139	62	32	and	and	CCONJ
fcis-18139	62	33	build	build	VERB
fcis-18139	62	34	a	a	DET
fcis-18139	62	35	bone	bone	NOUN
fcis-18139	62	36	key	key	ADJ
fcis-18139	62	37	point	point	NOUN
fcis-18139	62	38	detection	detection	NOUN
fcis-18139	62	39	model	model	NOUN
fcis-18139	62	40	.	.	PUNCT
fcis-18139	63	1	then	then	ADV
fcis-18139	63	2	,	,	PUNCT
fcis-18139	63	3	a	a	DET
fcis-18139	63	4	behavior	behavior	NOUN
fcis-18139	63	5	recognition	recognition	NOUN
fcis-18139	63	6	model	model	NOUN
fcis-18139	63	7	was	be	AUX
fcis-18139	63	8	constructed	construct	VERB
fcis-18139	63	9	,	,	PUNCT
fcis-18139	63	10	and	and	CCONJ
fcis-18139	63	11	the	the	DET
fcis-18139	63	12	data	datum	NOUN
fcis-18139	63	13	of	of	ADP
fcis-18139	63	14	time	time	NOUN
fcis-18139	63	15	series	series	PROPN
fcis-18139	63	16	modeling	modeling	NOUN
fcis-18139	63	17	were	be	AUX
fcis-18139	63	18	mapped	map	VERB
fcis-18139	63	19	to	to	ADP
fcis-18139	63	20	different	different	ADJ
fcis-18139	63	21	action	action	NOUN
fcis-18139	63	22	categories	category	NOUN
fcis-18139	63	23	based	base	VERB
fcis-18139	63	24	on	on	ADP
fcis-18139	63	25	the	the	DET
fcis-18139	63	26	results	result	NOUN
fcis-18139	63	27	of	of	ADP
fcis-18139	63	28	cattle	cattle	NOUN
fcis-18139	63	29	body	body	NOUN
fcis-18139	63	30	key	key	ADJ
fcis-18139	63	31	point	point	NOUN
fcis-18139	63	32	detection	detection	NOUN
fcis-18139	63	33	,	,	PUNCT
fcis-18139	63	34	so	so	SCONJ
fcis-18139	63	35	as	as	SCONJ
fcis-18139	63	36	to	to	PART
fcis-18139	63	37	achieve	achieve	VERB
fcis-18139	63	38	accurate	accurate	ADJ
fcis-18139	63	39	recognition	recognition	NOUN
fcis-18139	63	40	of	of	ADP
fcis-18139	63	41	cattle	cattle	NOUN
fcis-18139	63	42	behavior	behavior	NOUN
fcis-18139	63	43	.	.	PUNCT
fcis-18139	64	1	in	in	ADP
fcis-18139	64	2	order	order	NOUN
fcis-18139	64	3	to	to	PART
fcis-18139	64	4	further	far	ADV
fcis-18139	64	5	improve	improve	VERB
fcis-18139	64	6	the	the	DET
fcis-18139	64	7	accuracy	accuracy	NOUN
fcis-18139	64	8	of	of	ADP
fcis-18139	64	9	the	the	DET
fcis-18139	64	10	model	model	NOUN
fcis-18139	64	11	and	and	CCONJ
fcis-18139	64	12	realize	realize	VERB
fcis-18139	64	13	the	the	DET
fcis-18139	64	14	lightweight	lightweight	NOUN
fcis-18139	64	15	of	of	ADP
fcis-18139	64	16	the	the	DET
fcis-18139	64	17	model	model	NOUN
fcis-18139	64	18	,	,	PUNCT
fcis-18139	64	19	the	the	DET
fcis-18139	64	20	accuracy	accuracy	NOUN
fcis-18139	64	21	and	and	CCONJ
fcis-18139	64	22	real	real	ADJ
fcis-18139	64	23	-	-	PUNCT
fcis-18139	64	24	time	time	NOUN
fcis-18139	64	25	performance	performance	NOUN
fcis-18139	64	26	of	of	ADP
fcis-18139	64	27	the	the	DET
fcis-18139	64	28	bovine	bovine	NOUN
fcis-18139	64	29	pose	pose	NOUN
fcis-18139	64	30	estimation	estimation	NOUN
fcis-18139	64	31	model	model	NOUN
fcis-18139	64	32	can	can	AUX
fcis-18139	64	33	be	be	AUX
fcis-18139	64	34	further	far	ADV
fcis-18139	64	35	improved	improve	VERB
fcis-18139	64	36	by	by	ADP
fcis-18139	64	37	introducing	introduce	VERB
fcis-18139	64	38	deeper	deep	ADJ
fcis-18139	64	39	neural	neural	ADJ
fcis-18139	64	40	network	network	NOUN
fcis-18139	64	41	architecture	architecture	NOUN
fcis-18139	64	42	,	,	PUNCT
fcis-18139	64	43	improving	improve	VERB
fcis-18139	64	44	pose	pose	NOUN
fcis-18139	64	45	representation	representation	NOUN
fcis-18139	64	46	,	,	PUNCT
fcis-18139	64	47	joint	joint	ADJ
fcis-18139	64	48	optimization	optimization	NOUN
fcis-18139	64	49	task	task	NOUN
fcis-18139	64	50	,	,	PUNCT
fcis-18139	64	51	and	and	CCONJ
fcis-18139	64	52	reducing	reduce	VERB
fcis-18139	64	53	computational	computational	ADJ
fcis-18139	64	54	complexity	complexity	NOUN
fcis-18139	64	55	,	,	PUNCT
fcis-18139	64	56	so	so	SCONJ
fcis-18139	64	57	as	as	SCONJ
fcis-18139	64	58	to	to	PART
fcis-18139	64	59	meet	meet	VERB
fcis-18139	64	60	the	the	DET
fcis-18139	64	61	needs	need	NOUN
fcis-18139	64	62	of	of	ADP
fcis-18139	64	63	more	more	ADV
fcis-18139	64	64	practical	practical	ADJ
fcis-18139	64	65	application	application	NOUN
fcis-18139	64	66	scenarios	scenario	NOUN
fcis-18139	64	67	.	.	PUNCT
fcis-18139	65	1	in	in	ADP
fcis-18139	65	2	order	order	NOUN
fcis-18139	65	3	to	to	PART
fcis-18139	65	4	enhance	enhance	VERB
fcis-18139	65	5	the	the	DET
fcis-18139	65	6	generalization	generalization	NOUN
fcis-18139	65	7	of	of	ADP
fcis-18139	65	8	the	the	DET
fcis-18139	65	9	detection	detection	NOUN
fcis-18139	65	10	model	model	NOUN
fcis-18139	65	11	,	,	PUNCT
fcis-18139	65	12	data	datum	NOUN
fcis-18139	65	13	augmentation	augmentation	NOUN
fcis-18139	65	14	methods	method	NOUN
fcis-18139	65	15	such	such	ADJ
fcis-18139	65	16	as	as	ADP
fcis-18139	65	17	geometric	geometric	ADJ
fcis-18139	65	18	transformation	transformation	NOUN
fcis-18139	65	19	and	and	CCONJ
fcis-18139	65	20	color	color	NOUN
fcis-18139	65	21	transformation	transformation	NOUN
fcis-18139	65	22	can	can	AUX
fcis-18139	65	23	be	be	AUX
fcis-18139	65	24	used	use	VERB
fcis-18139	65	25	.	.	PUNCT
fcis-18139	66	1	geometric	geometric	ADJ
fcis-18139	66	2	transformation	transformation	NOUN
fcis-18139	66	3	increases	increase	VERB
fcis-18139	66	4	the	the	DET
fcis-18139	66	5	diversity	diversity	NOUN
fcis-18139	66	6	of	of	ADP
fcis-18139	66	7	data	datum	NOUN
fcis-18139	66	8	and	and	CCONJ
fcis-18139	66	9	the	the	DET
fcis-18139	66	10	robustness	robustness	NOUN
fcis-18139	66	11	of	of	ADP
fcis-18139	66	12	the	the	DET
fcis-18139	66	13	model	model	NOUN
fcis-18139	66	14	by	by	ADP
fcis-18139	66	15	random	random	ADJ
fcis-18139	66	16	cropping	cropping	NOUN
fcis-18139	66	17	,	,	PUNCT
fcis-18139	66	18	scaling	scaling	NOUN
fcis-18139	66	19	,	,	PUNCT
fcis-18139	66	20	rotation	rotation	NOUN
fcis-18139	66	21	,	,	PUNCT
fcis-18139	66	22	flipping	flipping	NOUN
fcis-18139	66	23	and	and	CCONJ
fcis-18139	66	24	other	other	ADJ
fcis-18139	66	25	operations	operation	NOUN
fcis-18139	66	26	,	,	PUNCT
fcis-18139	66	27	while	while	SCONJ
fcis-18139	66	28	color	color	NOUN
fcis-18139	66	29	transformation	transformation	NOUN
fcis-18139	66	30	can	can	AUX
fcis-18139	66	31	change	change	VERB
fcis-18139	66	32	the	the	DET
fcis-18139	66	33	appearance	appearance	NOUN
fcis-18139	66	34	of	of	ADP
fcis-18139	66	35	the	the	DET
fcis-18139	66	36	image	image	NOUN
fcis-18139	66	37	by	by	ADP
fcis-18139	66	38	adjusting	adjust	VERB
fcis-18139	66	39	the	the	DET
fcis-18139	66	40	brightness	brightness	NOUN
fcis-18139	66	41	,	,	PUNCT
fcis-18139	66	42	contrast	contrast	NOUN
fcis-18139	66	43	,	,	PUNCT
fcis-18139	66	44	color	color	NOUN
fcis-18139	66	45	balance	balance	NOUN
fcis-18139	66	46	,	,	PUNCT
fcis-18139	66	47	etc	etc	X
fcis-18139	66	48	.	.	X
fcis-18139	66	49	,	,	PUNCT
fcis-18139	66	50	so	so	SCONJ
fcis-18139	66	51	as	as	SCONJ
fcis-18139	66	52	to	to	PART
fcis-18139	66	53	improve	improve	VERB
fcis-18139	66	54	the	the	DET
fcis-18139	66	55	ability	ability	NOUN
fcis-18139	66	56	of	of	ADP
fcis-18139	66	57	the	the	DET
fcis-18139	66	58	model	model	NOUN
fcis-18139	66	59	to	to	PART
fcis-18139	66	60	adapt	adapt	VERB
fcis-18139	66	61	to	to	ADP
fcis-18139	66	62	the	the	DET
fcis-18139	66	63	detection	detection	NOUN
fcis-18139	66	64	of	of	ADP
fcis-18139	66	65	cattle	cattle	NOUN
fcis-18139	66	66	behavior	behavior	NOUN
fcis-18139	66	67	under	under	ADP
fcis-18139	66	68	different	different	ADJ
fcis-18139	66	69	environmental	environmental	ADJ
fcis-18139	66	70	conditions	condition	NOUN
fcis-18139	66	71	.	.	PUNCT
fcis-18139	67	1	in	in	ADP
fcis-18139	67	2	addition	addition	NOUN
fcis-18139	67	3	,	,	PUNCT
fcis-18139	67	4	generative	generative	ADJ
fcis-18139	67	5	adversarial	adversarial	ADJ
fcis-18139	67	6	networks	network	NOUN
fcis-18139	67	7	(	(	PUNCT
fcis-18139	67	8	gans	gan	NOUN
fcis-18139	67	9	)	)	PUNCT
fcis-18139	67	10	can	can	AUX
fcis-18139	67	11	be	be	AUX
fcis-18139	67	12	used	use	VERB
fcis-18139	67	13	to	to	PART
fcis-18139	67	14	generate	generate	VERB
fcis-18139	67	15	synthetic	synthetic	ADJ
fcis-18139	67	16	bovine	bovine	NOUN
fcis-18139	67	17	behavior	behavior	NOUN
fcis-18139	67	18	data	datum	NOUN
fcis-18139	67	19	to	to	PART
fcis-18139	67	20	help	help	VERB
fcis-18139	67	21	the	the	DET
fcis-18139	67	22	model	model	NOUN
fcis-18139	67	23	learn	learn	VERB
fcis-18139	67	24	more	more	ADJ
fcis-18139	67	25	bovine	bovine	ADJ
fcis-18139	67	26	behavior	behavior	NOUN
fcis-18139	67	27	patterns	pattern	NOUN
fcis-18139	67	28	and	and	CCONJ
fcis-18139	67	29	improve	improve	VERB
fcis-18139	67	30	generalization	generalization	NOUN
fcis-18139	67	31	ability	ability	NOUN
fcis-18139	67	32	.	.	PUNCT
fcis-18139	68	1	another	another	DET
fcis-18139	68	2	effective	effective	ADJ
fcis-18139	68	3	data	datum	NOUN
fcis-18139	68	4	augmentation	augmentation	NOUN
fcis-18139	68	5	method	method	NOUN
fcis-18139	68	6	is	be	AUX
fcis-18139	68	7	mixup	mixup	NOUN
fcis-18139	68	8	,	,	PUNCT
fcis-18139	68	9	which	which	PRON
fcis-18139	68	10	can	can	AUX
fcis-18139	68	11	linearly	linearly	ADV
fcis-18139	68	12	interpolate	interpolate	VERB
fcis-18139	68	13	the	the	DET
fcis-18139	68	14	features	feature	NOUN
fcis-18139	68	15	and	and	CCONJ
fcis-18139	68	16	labels	label	NOUN
fcis-18139	68	17	of	of	ADP
fcis-18139	68	18	different	different	ADJ
fcis-18139	68	19	samples	sample	NOUN
fcis-18139	68	20	to	to	PART
fcis-18139	68	21	generate	generate	VERB
fcis-18139	68	22	new	new	ADJ
fcis-18139	68	23	samples	sample	NOUN
fcis-18139	68	24	and	and	CCONJ
fcis-18139	68	25	further	far	ADV
fcis-18139	68	26	improve	improve	VERB
fcis-18139	68	27	the	the	DET
fcis-18139	68	28	generalization	generalization	NOUN
fcis-18139	68	29	ability	ability	NOUN
fcis-18139	68	30	of	of	ADP
fcis-18139	68	31	the	the	DET
fcis-18139	68	32	model	model	NOUN
fcis-18139	68	33	.	.	PUNCT
fcis-18139	69	1	by	by	ADP
fcis-18139	69	2	enriching	enrich	VERB
fcis-18139	69	3	and	and	CCONJ
fcis-18139	69	4	transforming	transform	VERB
fcis-18139	69	5	the	the	DET
fcis-18139	69	6	original	original	ADJ
fcis-18139	69	7	data	datum	NOUN
fcis-18139	69	8	,	,	PUNCT
fcis-18139	69	9	the	the	DET
fcis-18139	69	10	diversity	diversity	NOUN
fcis-18139	69	11	and	and	CCONJ
fcis-18139	69	12	quantity	quantity	NOUN
fcis-18139	69	13	of	of	ADP
fcis-18139	69	14	training	training	NOUN
fcis-18139	69	15	data	datum	NOUN
fcis-18139	69	16	are	be	AUX
fcis-18139	69	17	increased	increase	VERB
fcis-18139	69	18	.	.	PUNCT
fcis-18139	70	1	in	in	ADP
fcis-18139	70	2	simmental	simmental	ADJ
fcis-18139	70	3	cattle	cattle	NOUN
fcis-18139	70	4	abnormal	abnormal	ADJ
fcis-18139	70	5	behavior	behavior	NOUN
fcis-18139	70	6	detection	detection	NOUN
fcis-18139	70	7	technology	technology	NOUN
fcis-18139	70	8	,	,	PUNCT
fcis-18139	70	9	random	random	ADJ
fcis-18139	70	10	rotation	rotation	NOUN
fcis-18139	70	11	,	,	PUNCT
fcis-18139	70	12	flipping	flip	VERB
fcis-18139	70	13	,	,	PUNCT
fcis-18139	70	14	cropping	cropping	NOUN
fcis-18139	70	15	and	and	CCONJ
fcis-18139	70	16	occlusion	occlusion	NOUN
fcis-18139	70	17	methods	method	NOUN
fcis-18139	70	18	can	can	AUX
fcis-18139	70	19	be	be	AUX
fcis-18139	70	20	used	use	VERB
fcis-18139	70	21	to	to	PART
fcis-18139	70	22	simulate	simulate	VERB
fcis-18139	70	23	the	the	DET
fcis-18139	70	24	changes	change	NOUN
fcis-18139	70	25	of	of	ADP
fcis-18139	70	26	animal	animal	NOUN
fcis-18139	70	27	behavior	behavior	NOUN
fcis-18139	70	28	in	in	ADP
fcis-18139	70	29	real	real	ADJ
fcis-18139	70	30	scenes	scene	NOUN
fcis-18139	70	31	,	,	PUNCT
fcis-18139	70	32	so	so	SCONJ
fcis-18139	70	33	as	as	SCONJ
fcis-18139	70	34	to	to	PART
fcis-18139	70	35	improve	improve	VERB
fcis-18139	70	36	the	the	DET
fcis-18139	70	37	generalization	generalization	NOUN
fcis-18139	70	38	ability	ability	NOUN
fcis-18139	70	39	and	and	CCONJ
fcis-18139	70	40	robustness	robustness	NOUN
fcis-18139	70	41	of	of	ADP
fcis-18139	70	42	the	the	DET
fcis-18139	70	43	model	model	NOUN
fcis-18139	70	44	.	.	PUNCT
fcis-18139	71	1	this	this	DET
fcis-18139	71	2	diversity	diversity	NOUN
fcis-18139	71	3	helps	help	VERB
fcis-18139	71	4	the	the	DET
fcis-18139	71	5	model	model	NOUN
fcis-18139	71	6	to	to	PART
fcis-18139	71	7	better	well	ADV
fcis-18139	71	8	adapt	adapt	VERB
fcis-18139	71	9	to	to	ADP
fcis-18139	71	10	abnormal	abnormal	ADJ
fcis-18139	71	11	behavior	behavior	NOUN
fcis-18139	71	12	from	from	ADP
fcis-18139	71	13	different	different	ADJ
fcis-18139	71	14	viewing	viewing	NOUN
fcis-18139	71	15	angles	angle	NOUN
fcis-18139	71	16	and	and	CCONJ
fcis-18139	71	17	background	background	NOUN
fcis-18139	71	18	conditions	condition	NOUN
fcis-18139	71	19	.	.	PUNCT
fcis-18139	72	1	fig	fig	NOUN
fcis-18139	72	2	2	2	NUM
fcis-18139	72	3	.	.	PUNCT
fcis-18139	73	1	technical	technical	ADJ
fcis-18139	73	2	route	route	NOUN
fcis-18139	73	3	of	of	ADP
fcis-18139	73	4	cattle	cattle	NOUN
fcis-18139	73	5	abnormal	abnormal	ADJ
fcis-18139	73	6	behavior	behavior	NOUN
fcis-18139	73	7	detection	detection	NOUN
fcis-18139	73	8	in	in	ADP
fcis-18139	73	9	terms	term	NOUN
fcis-18139	73	10	of	of	ADP
fcis-18139	73	11	model	model	NOUN
fcis-18139	73	12	improvement	improvement	NOUN
fcis-18139	73	13	,	,	PUNCT
fcis-18139	73	14	the	the	DET
fcis-18139	73	15	use	use	NOUN
fcis-18139	73	16	of	of	ADP
fcis-18139	73	17	advanced	advanced	ADJ
fcis-18139	73	18	neural	neural	ADJ
fcis-18139	73	19	network	network	NOUN
fcis-18139	73	20	structures	structure	NOUN
fcis-18139	73	21	,	,	PUNCT
fcis-18139	73	22	such	such	ADJ
fcis-18139	73	23	as	as	ADP
fcis-18139	73	24	deep	deep	ADJ
fcis-18139	73	25	residual	residual	ADJ
fcis-18139	73	26	networks	network	NOUN
fcis-18139	73	27	and	and	CCONJ
fcis-18139	73	28	attention	attention	NOUN
fcis-18139	73	29	mechanisms	mechanism	NOUN
fcis-18139	73	30	,	,	PUNCT
fcis-18139	73	31	can	can	AUX
fcis-18139	73	32	improve	improve	VERB
fcis-18139	73	33	the	the	DET
fcis-18139	73	34	representation	representation	NOUN
fcis-18139	73	35	and	and	CCONJ
fcis-18139	73	36	perception	perception	NOUN
fcis-18139	73	37	capabilities	capability	NOUN
fcis-18139	73	38	of	of	ADP
fcis-18139	73	39	the	the	DET
fcis-18139	73	40	model	model	NOUN
fcis-18139	73	41	.	.	PUNCT
fcis-18139	74	1	the	the	DET
fcis-18139	74	2	introduction	introduction	NOUN
fcis-18139	74	3	of	of	ADP
fcis-18139	74	4	attention	attention	NOUN
fcis-18139	74	5	mechanism	mechanism	NOUN
fcis-18139	74	6	and	and	CCONJ
fcis-18139	74	7	spatiotemporal	spatiotemporal	ADJ
fcis-18139	74	8	modeling	modeling	NOUN
fcis-18139	74	9	methods	method	NOUN
fcis-18139	74	10	can	can	AUX
fcis-18139	74	11	capture	capture	VERB
fcis-18139	74	12	the	the	DET
fcis-18139	74	13	key	key	ADJ
fcis-18139	74	14	information	information	NOUN
fcis-18139	74	15	of	of	ADP
fcis-18139	74	16	animal	animal	NOUN
fcis-18139	74	17	behavior	behavior	NOUN
fcis-18139	74	18	more	more	ADV
fcis-18139	74	19	accurately	accurately	ADV
fcis-18139	74	20	,	,	PUNCT
fcis-18139	74	21	and	and	CCONJ
fcis-18139	74	22	improve	improve	VERB
fcis-18139	74	23	the	the	DET
fcis-18139	74	24	accuracy	accuracy	NOUN
fcis-18139	74	25	and	and	CCONJ
fcis-18139	74	26	robustness	robustness	NOUN
fcis-18139	74	27	of	of	ADP
fcis-18139	74	28	abnormal	abnormal	ADJ
fcis-18139	74	29	behavior	behavior	NOUN
fcis-18139	74	30	detection	detection	NOUN
fcis-18139	74	31	.	.	PUNCT
fcis-18139	75	1	this	this	DET
fcis-18139	75	2	improvement	improvement	NOUN
fcis-18139	75	3	allows	allow	VERB
fcis-18139	75	4	the	the	DET
fcis-18139	75	5	model	model	NOUN
fcis-18139	75	6	to	to	PART
fcis-18139	75	7	identify	identify	VERB
fcis-18139	75	8	and	and	CCONJ
fcis-18139	75	9	classify	classify	VERB
fcis-18139	75	10	a	a	DET
fcis-18139	75	11	variety	variety	NOUN
fcis-18139	75	12	of	of	ADP
fcis-18139	75	13	anomalous	anomalous	ADJ
fcis-18139	75	14	behaviors	behavior	NOUN
fcis-18139	75	15	more	more	ADV
fcis-18139	75	16	effectively	effectively	ADV
fcis-18139	75	17	.	.	PUNCT
fcis-18139	76	1	in	in	ADP
fcis-18139	76	2	addition	addition	NOUN
fcis-18139	76	3	,	,	PUNCT
fcis-18139	76	4	there	there	PRON
fcis-18139	76	5	may	may	AUX
fcis-18139	76	6	be	be	AUX
fcis-18139	76	7	some	some	DET
fcis-18139	76	8	shortcomings	shortcoming	NOUN
fcis-18139	76	9	in	in	ADP
fcis-18139	76	10	the	the	DET
fcis-18139	76	11	existing	exist	VERB
fcis-18139	76	12	pose	pose	NOUN
fcis-18139	76	13	representation	representation	NOUN
fcis-18139	76	14	methods	method	NOUN
fcis-18139	76	15	,	,	PUNCT
fcis-18139	76	16	such	such	ADJ
fcis-18139	76	17	as	as	ADP
fcis-18139	76	18	insufficient	insufficient	ADJ
fcis-18139	76	19	modeling	modeling	NOUN
fcis-18139	76	20	of	of	ADP
fcis-18139	76	21	the	the	DET
fcis-18139	76	22	association	association	NOUN
fcis-18139	76	23	information	information	NOUN
fcis-18139	76	24	between	between	ADP
fcis-18139	76	25	joints	joint	NOUN
fcis-18139	76	26	,	,	PUNCT
fcis-18139	76	27	unclear	unclear	ADJ
fcis-18139	76	28	joint	joint	ADJ
fcis-18139	76	29	rotation	rotation	NOUN
fcis-18139	76	30	constraints	constraint	NOUN
fcis-18139	76	31	,	,	PUNCT
fcis-18139	76	32	etc	etc	X
fcis-18139	76	33	.	.	X
fcis-18139	76	34	,	,	PUNCT
fcis-18139	76	35	and	and	CCONJ
fcis-18139	76	36	the	the	DET
fcis-18139	76	37	improvement	improvement	NOUN
fcis-18139	76	38	direction	direction	NOUN
fcis-18139	76	39	can	can	AUX
fcis-18139	76	40	consider	consider	VERB
fcis-18139	76	41	introducing	introduce	VERB
fcis-18139	76	42	graph	graph	NOUN
fcis-18139	76	43	structure	structure	NOUN
fcis-18139	76	44	or	or	CCONJ
fcis-18139	76	45	attention	attention	NOUN
fcis-18139	76	46	mechanism	mechanism	NOUN
fcis-18139	76	47	to	to	PART
fcis-18139	76	48	better	well	ADV
fcis-18139	76	49	describe	describe	VERB
fcis-18139	76	50	the	the	DET
fcis-18139	76	51	dependence	dependence	NOUN
fcis-18139	76	52	between	between	ADP
fcis-18139	76	53	joints	joint	NOUN
fcis-18139	76	54	,	,	PUNCT
fcis-18139	76	55	and	and	CCONJ
fcis-18139	76	56	design	design	VERB
fcis-18139	76	57	more	more	ADV
fcis-18139	76	58	reasonable	reasonable	ADJ
fcis-18139	76	59	58	58	NUM
fcis-18139	76	60	constraints	constraint	NOUN
fcis-18139	76	61	to	to	PART
fcis-18139	76	62	optimize	optimize	VERB
fcis-18139	76	63	the	the	DET
fcis-18139	76	64	coherence	coherence	NOUN
fcis-18139	76	65	and	and	CCONJ
fcis-18139	76	66	interpretability	interpretability	NOUN
fcis-18139	76	67	of	of	ADP
fcis-18139	76	68	pose	pose	NOUN
fcis-18139	76	69	representation	representation	NOUN
fcis-18139	76	70	.	.	PUNCT
fcis-18139	77	1	at	at	ADP
fcis-18139	77	2	present	present	ADJ
fcis-18139	77	3	,	,	PUNCT
fcis-18139	77	4	yolo	yolo	PROPN
fcis-18139	77	5	-	-	PUNCT
fcis-18139	77	6	pose	pose	NOUN
fcis-18139	77	7	and	and	CCONJ
fcis-18139	77	8	other	other	ADJ
fcis-18139	77	9	algorithms	algorithm	NOUN
fcis-18139	77	10	perform	perform	VERB
fcis-18139	77	11	object	object	NOUN
fcis-18139	77	12	detection	detection	NOUN
fcis-18139	77	13	and	and	CCONJ
fcis-18139	77	14	then	then	ADV
fcis-18139	77	15	pose	pose	VERB
fcis-18139	77	16	estimation	estimation	NOUN
fcis-18139	77	17	,	,	PUNCT
fcis-18139	77	18	and	and	CCONJ
fcis-18139	77	19	the	the	DET
fcis-18139	77	20	joint	joint	ADJ
fcis-18139	77	21	optimization	optimization	NOUN
fcis-18139	77	22	of	of	ADP
fcis-18139	77	23	object	object	NOUN
fcis-18139	77	24	detection	detection	NOUN
fcis-18139	77	25	and	and	CCONJ
fcis-18139	77	26	pose	pose	NOUN
fcis-18139	77	27	estimation	estimation	NOUN
fcis-18139	77	28	tasks	task	NOUN
fcis-18139	77	29	can	can	AUX
fcis-18139	77	30	be	be	AUX
fcis-18139	77	31	considered	consider	VERB
fcis-18139	77	32	to	to	PART
fcis-18139	77	33	improve	improve	VERB
fcis-18139	77	34	the	the	DET
fcis-18139	77	35	comprehensive	comprehensive	ADJ
fcis-18139	77	36	performance	performance	NOUN
fcis-18139	77	37	of	of	ADP
fcis-18139	77	38	the	the	DET
fcis-18139	77	39	two	two	NUM
fcis-18139	77	40	tasks	task	NOUN
fcis-18139	77	41	by	by	ADP
fcis-18139	77	42	sharing	share	VERB
fcis-18139	77	43	the	the	DET
fcis-18139	77	44	feature	feature	NOUN
fcis-18139	77	45	extraction	extraction	NOUN
fcis-18139	77	46	layer	layer	NOUN
fcis-18139	77	47	and	and	CCONJ
fcis-18139	77	48	multi	multi	ADJ
fcis-18139	77	49	-	-	NOUN
fcis-18139	77	50	task	task	ADJ
fcis-18139	77	51	learning	learning	NOUN
fcis-18139	77	52	.	.	PUNCT
fcis-18139	78	1	in	in	ADP
fcis-18139	78	2	practical	practical	ADJ
fcis-18139	78	3	applications	application	NOUN
fcis-18139	78	4	,	,	PUNCT
fcis-18139	78	5	hardware	hardware	NOUN
fcis-18139	78	6	resources	resource	NOUN
fcis-18139	78	7	and	and	CCONJ
fcis-18139	78	8	computing	computing	NOUN
fcis-18139	78	9	power	power	NOUN
fcis-18139	78	10	may	may	AUX
fcis-18139	78	11	be	be	AUX
fcis-18139	78	12	limited	limit	VERB
fcis-18139	78	13	,	,	PUNCT
fcis-18139	78	14	so	so	SCONJ
fcis-18139	78	15	the	the	DET
fcis-18139	78	16	model	model	NOUN
fcis-18139	78	17	needs	need	VERB
fcis-18139	78	18	to	to	PART
fcis-18139	78	19	be	be	AUX
fcis-18139	78	20	lightweighted	lightweighte	VERB
fcis-18139	78	21	.	.	PUNCT
fcis-18139	79	1	this	this	PRON
fcis-18139	79	2	includes	include	VERB
fcis-18139	79	3	techniques	technique	NOUN
fcis-18139	79	4	such	such	ADJ
fcis-18139	79	5	as	as	ADP
fcis-18139	79	6	pruning	prune	VERB
fcis-18139	79	7	,	,	PUNCT
fcis-18139	79	8	quantification	quantification	NOUN
fcis-18139	79	9	,	,	PUNCT
fcis-18139	79	10	and	and	CCONJ
fcis-18139	79	11	distillation	distillation	NOUN
fcis-18139	79	12	.	.	PUNCT
fcis-18139	80	1	pruning	prune	VERB
fcis-18139	80	2	simplifies	simplifie	NOUN
fcis-18139	80	3	the	the	DET
fcis-18139	80	4	model	model	NOUN
fcis-18139	80	5	structure	structure	NOUN
fcis-18139	80	6	by	by	ADP
fcis-18139	80	7	removing	remove	VERB
fcis-18139	80	8	redundant	redundant	ADJ
fcis-18139	80	9	network	network	NOUN
fcis-18139	80	10	connections	connection	NOUN
fcis-18139	80	11	and	and	CCONJ
fcis-18139	80	12	parameters	parameter	NOUN
fcis-18139	80	13	.	.	PUNCT
fcis-18139	81	1	quantization	quantization	NOUN
fcis-18139	81	2	compresses	compress	VERB
fcis-18139	81	3	model	model	NOUN
fcis-18139	81	4	parameters	parameter	NOUN
fcis-18139	81	5	to	to	ADP
fcis-18139	81	6	low	low	ADJ
fcis-18139	81	7	-	-	PUNCT
fcis-18139	81	8	precision	precision	NOUN
fcis-18139	81	9	representations	representation	NOUN
fcis-18139	81	10	,	,	PUNCT
fcis-18139	81	11	reducing	reduce	VERB
fcis-18139	81	12	storage	storage	NOUN
fcis-18139	81	13	space	space	NOUN
fcis-18139	81	14	and	and	CCONJ
fcis-18139	81	15	computational	computational	ADJ
fcis-18139	81	16	overhead	overhead	NOUN
fcis-18139	81	17	.	.	PUNCT
fcis-18139	82	1	distillation	distillation	NOUN
fcis-18139	82	2	technology	technology	NOUN
fcis-18139	82	3	,	,	PUNCT
fcis-18139	82	4	on	on	ADP
fcis-18139	82	5	the	the	DET
fcis-18139	82	6	other	other	ADJ
fcis-18139	82	7	hand	hand	NOUN
fcis-18139	82	8	,	,	PUNCT
fcis-18139	82	9	allows	allow	VERB
fcis-18139	82	10	the	the	DET
fcis-18139	82	11	transfer	transfer	NOUN
fcis-18139	82	12	of	of	ADP
fcis-18139	82	13	knowledge	knowledge	NOUN
fcis-18139	82	14	from	from	ADP
fcis-18139	82	15	a	a	DET
fcis-18139	82	16	large	large	ADJ
fcis-18139	82	17	model	model	NOUN
fcis-18139	82	18	to	to	ADP
fcis-18139	82	19	a	a	DET
fcis-18139	82	20	small	small	ADJ
fcis-18139	82	21	model	model	NOUN
fcis-18139	82	22	,	,	PUNCT
fcis-18139	82	23	reducing	reduce	VERB
fcis-18139	82	24	the	the	DET
fcis-18139	82	25	size	size	NOUN
fcis-18139	82	26	of	of	ADP
fcis-18139	82	27	the	the	DET
fcis-18139	82	28	model	model	NOUN
fcis-18139	82	29	while	while	SCONJ
fcis-18139	82	30	maintaining	maintain	VERB
fcis-18139	82	31	performance	performance	NOUN
fcis-18139	82	32	.	.	PUNCT
fcis-18139	83	1	this	this	DET
fcis-18139	83	2	lightweight	lightweight	ADJ
fcis-18139	83	3	processing	processing	NOUN
fcis-18139	83	4	makes	make	VERB
fcis-18139	83	5	the	the	DET
fcis-18139	83	6	simmental	simmental	ADJ
fcis-18139	83	7	abnormal	abnormal	ADJ
fcis-18139	83	8	behavior	behavior	NOUN
fcis-18139	83	9	detection	detection	NOUN
fcis-18139	83	10	model	model	VERB
fcis-18139	83	11	more	more	ADV
fcis-18139	83	12	suitable	suitable	ADJ
fcis-18139	83	13	for	for	ADP
fcis-18139	83	14	deployment	deployment	NOUN
fcis-18139	83	15	in	in	ADP
fcis-18139	83	16	resource	resource	NOUN
fcis-18139	83	17	-	-	PUNCT
fcis-18139	83	18	constrained	constrain	VERB
fcis-18139	83	19	environments	environment	NOUN
fcis-18139	83	20	,	,	PUNCT
fcis-18139	83	21	maintaining	maintain	VERB
fcis-18139	83	22	its	its	PRON
fcis-18139	83	23	efficiency	efficiency	NOUN
fcis-18139	83	24	and	and	CCONJ
fcis-18139	83	25	real	real	ADJ
fcis-18139	83	26	-	-	PUNCT
fcis-18139	83	27	time	time	NOUN
fcis-18139	83	28	performance	performance	NOUN
fcis-18139	83	29	.	.	PUNCT
fcis-18139	84	1	in	in	ADP
fcis-18139	84	2	summary	summary	NOUN
fcis-18139	84	3	,	,	PUNCT
fcis-18139	84	4	abnormal	abnormal	ADJ
fcis-18139	84	5	behavior	behavior	NOUN
fcis-18139	84	6	identification	identification	NOUN
fcis-18139	84	7	can	can	AUX
fcis-18139	84	8	be	be	AUX
fcis-18139	84	9	realized	realize	VERB
fcis-18139	84	10	by	by	ADP
fcis-18139	84	11	establishing	establish	VERB
fcis-18139	84	12	a	a	DET
fcis-18139	84	13	simmental	simmental	ADJ
fcis-18139	84	14	cattle	cattle	NOUN
fcis-18139	84	15	behavior	behavior	NOUN
fcis-18139	84	16	data	datum	NOUN
fcis-18139	84	17	set	set	VERB
fcis-18139	84	18	and	and	CCONJ
fcis-18139	84	19	adopting	adopt	VERB
fcis-18139	84	20	computer	computer	NOUN
fcis-18139	84	21	vision	vision	NOUN
fcis-18139	84	22	and	and	CCONJ
fcis-18139	84	23	deep	deep	ADJ
fcis-18139	84	24	learning	learning	NOUN
fcis-18139	84	25	technologies	technology	NOUN
fcis-18139	84	26	.	.	PUNCT
fcis-18139	85	1	the	the	DET
fcis-18139	85	2	data	datum	NOUN
fcis-18139	85	3	of	of	ADP
fcis-18139	85	4	different	different	ADJ
fcis-18139	85	5	behaviors	behavior	NOUN
fcis-18139	85	6	of	of	ADP
fcis-18139	85	7	simenthal	simenthal	ADJ
fcis-18139	85	8	cattle	cattle	NOUN
fcis-18139	85	9	were	be	AUX
fcis-18139	85	10	collected	collect	VERB
fcis-18139	85	11	,	,	PUNCT
fcis-18139	85	12	and	and	CCONJ
fcis-18139	85	13	the	the	DET
fcis-18139	85	14	data	datum	NOUN
fcis-18139	85	15	were	be	AUX
fcis-18139	85	16	labeled	label	VERB
fcis-18139	85	17	and	and	CCONJ
fcis-18139	85	18	processed	process	VERB
fcis-18139	85	19	to	to	PART
fcis-18139	85	20	identify	identify	VERB
fcis-18139	85	21	the	the	DET
fcis-18139	85	22	behavior	behavior	NOUN
fcis-18139	85	23	type	type	NOUN
fcis-18139	85	24	corresponding	correspond	VERB
fcis-18139	85	25	to	to	ADP
fcis-18139	85	26	each	each	DET
fcis-18139	85	27	data	datum	NOUN
fcis-18139	85	28	.	.	PUNCT
fcis-18139	86	1	livestock	livestock	NOUN
fcis-18139	86	2	vision	vision	NOUN
fcis-18139	86	3	and	and	CCONJ
fcis-18139	86	4	coco	coco	PROPN
fcis-18139	86	5	datasets	dataset	NOUN
fcis-18139	86	6	were	be	AUX
fcis-18139	86	7	introduced	introduce	VERB
fcis-18139	86	8	to	to	PART
fcis-18139	86	9	further	far	ADV
fcis-18139	86	10	improve	improve	VERB
fcis-18139	86	11	the	the	DET
fcis-18139	86	12	accuracy	accuracy	NOUN
fcis-18139	86	13	and	and	CCONJ
fcis-18139	86	14	comprehensiveness	comprehensiveness	NOUN
fcis-18139	86	15	of	of	ADP
fcis-18139	86	16	the	the	DET
fcis-18139	86	17	dataset	dataset	NOUN
fcis-18139	86	18	.	.	PUNCT
fcis-18139	87	1	the	the	DET
fcis-18139	87	2	target	target	NOUN
fcis-18139	87	3	detection	detection	NOUN
fcis-18139	87	4	algorithm	algorithm	NOUN
fcis-18139	87	5	is	be	AUX
fcis-18139	87	6	used	use	VERB
fcis-18139	87	7	to	to	PART
fcis-18139	87	8	accurately	accurately	ADV
fcis-18139	87	9	extract	extract	VERB
fcis-18139	87	10	the	the	DET
fcis-18139	87	11	cattle	cattle	NOUN
fcis-18139	87	12	region	region	NOUN
fcis-18139	87	13	,	,	PUNCT
fcis-18139	87	14	which	which	PRON
fcis-18139	87	15	provides	provide	VERB
fcis-18139	87	16	the	the	DET
fcis-18139	87	17	basis	basis	NOUN
fcis-18139	87	18	for	for	ADP
fcis-18139	87	19	the	the	DET
fcis-18139	87	20	following	follow	VERB
fcis-18139	87	21	steps	step	NOUN
fcis-18139	87	22	.	.	PUNCT
fcis-18139	88	1	key	key	ADJ
fcis-18139	88	2	point	point	NOUN
fcis-18139	88	3	detection	detection	NOUN
fcis-18139	88	4	technology	technology	NOUN
fcis-18139	88	5	is	be	AUX
fcis-18139	88	6	used	use	VERB
fcis-18139	88	7	to	to	PART
fcis-18139	88	8	identify	identify	VERB
fcis-18139	88	9	the	the	DET
fcis-18139	88	10	key	key	ADJ
fcis-18139	88	11	parts	part	NOUN
fcis-18139	88	12	of	of	ADP
fcis-18139	88	13	simenthal	simenthal	ADJ
fcis-18139	88	14	cattle	cattle	NOUN
fcis-18139	88	15	,	,	PUNCT
fcis-18139	88	16	such	such	ADJ
fcis-18139	88	17	as	as	ADP
fcis-18139	88	18	head	head	NOUN
fcis-18139	88	19	,	,	PUNCT
fcis-18139	88	20	leg	leg	NOUN
fcis-18139	88	21	,	,	PUNCT
fcis-18139	88	22	etc	etc	X
fcis-18139	88	23	.	.	X
fcis-18139	88	24	,	,	PUNCT
fcis-18139	88	25	to	to	PART
fcis-18139	88	26	provide	provide	VERB
fcis-18139	88	27	more	more	ADV
fcis-18139	88	28	detailed	detailed	ADJ
fcis-18139	88	29	pose	pose	NOUN
fcis-18139	88	30	information	information	NOUN
fcis-18139	88	31	,	,	PUNCT
fcis-18139	88	32	and	and	CCONJ
fcis-18139	88	33	facilitate	facilitate	VERB
fcis-18139	88	34	the	the	DET
fcis-18139	88	35	modeling	modeling	NOUN
fcis-18139	88	36	and	and	CCONJ
fcis-18139	88	37	classification	classification	NOUN
fcis-18139	88	38	of	of	ADP
fcis-18139	88	39	simenthal	simenthal	ADJ
fcis-18139	88	40	cattle	cattle	NOUN
fcis-18139	88	41	movements	movement	NOUN
fcis-18139	88	42	.	.	PUNCT
fcis-18139	89	1	then	then	ADV
fcis-18139	89	2	,	,	PUNCT
fcis-18139	89	3	combined	combine	VERB
fcis-18139	89	4	with	with	ADP
fcis-18139	89	5	the	the	DET
fcis-18139	89	6	action	action	NOUN
fcis-18139	89	7	classification	classification	NOUN
fcis-18139	89	8	model	model	NOUN
fcis-18139	89	9	,	,	PUNCT
fcis-18139	89	10	we	we	PRON
fcis-18139	89	11	can	can	AUX
fcis-18139	89	12	judge	judge	VERB
fcis-18139	89	13	whether	whether	SCONJ
fcis-18139	89	14	the	the	DET
fcis-18139	89	15	current	current	ADJ
fcis-18139	89	16	behavior	behavior	NOUN
fcis-18139	89	17	is	be	AUX
fcis-18139	89	18	abnormal	abnormal	ADJ
fcis-18139	89	19	and	and	CCONJ
fcis-18139	89	20	give	give	VERB
fcis-18139	89	21	early	early	ADJ
fcis-18139	89	22	warning	warning	NOUN
fcis-18139	89	23	in	in	ADP
fcis-18139	89	24	time	time	NOUN
fcis-18139	89	25	.	.	PUNCT
fcis-18139	90	1	finally	finally	ADV
fcis-18139	90	2	,	,	PUNCT
fcis-18139	90	3	the	the	DET
fcis-18139	90	4	abnormal	abnormal	ADJ
fcis-18139	90	5	behavior	behavior	NOUN
fcis-18139	90	6	detection	detection	NOUN
fcis-18139	90	7	model	model	NOUN
fcis-18139	90	8	with	with	ADP
fcis-18139	90	9	low	low	ADJ
fcis-18139	90	10	requirement	requirement	NOUN
fcis-18139	90	11	of	of	ADP
fcis-18139	90	12	computing	compute	VERB
fcis-18139	90	13	power	power	NOUN
fcis-18139	90	14	and	and	CCONJ
fcis-18139	90	15	storage	storage	NOUN
fcis-18139	90	16	resources	resource	NOUN
fcis-18139	90	17	is	be	AUX
fcis-18139	90	18	obtained	obtain	VERB
fcis-18139	90	19	by	by	ADP
fcis-18139	90	20	using	use	VERB
fcis-18139	90	21	model	model	NOUN
fcis-18139	90	22	compression	compression	NOUN
fcis-18139	90	23	technology	technology	NOUN
fcis-18139	90	24	.	.	PUNCT
fcis-18139	91	1	as	as	SCONJ
fcis-18139	91	2	shown	show	VERB
fcis-18139	91	3	in	in	ADP
fcis-18139	91	4	figure	figure	NOUN
fcis-18139	91	5	3	3	NUM
fcis-18139	91	6	,	,	PUNCT
fcis-18139	91	7	the	the	DET
fcis-18139	91	8	abnormal	abnormal	ADJ
fcis-18139	91	9	behavior	behavior	NOUN
fcis-18139	91	10	detection	detection	NOUN
fcis-18139	91	11	system	system	NOUN
fcis-18139	91	12	relies	rely	VERB
fcis-18139	91	13	on	on	ADP
fcis-18139	91	14	the	the	DET
fcis-18139	91	15	basic	basic	ADJ
fcis-18139	91	16	support	support	NOUN
fcis-18139	91	17	layer	layer	NOUN
fcis-18139	91	18	including	include	VERB
fcis-18139	91	19	abnormal	abnormal	ADJ
fcis-18139	91	20	behavior	behavior	NOUN
fcis-18139	91	21	detection	detection	NOUN
fcis-18139	91	22	model	model	NOUN
fcis-18139	91	23	,	,	PUNCT
fcis-18139	91	24	ncnn	ncnn	PROPN
fcis-18139	91	25	library	library	NOUN
fcis-18139	91	26	,	,	PUNCT
fcis-18139	91	27	image	image	NOUN
fcis-18139	91	28	processing	processing	NOUN
fcis-18139	91	29	library	library	NOUN
fcis-18139	91	30	,	,	PUNCT
fcis-18139	91	31	and	and	CCONJ
fcis-18139	91	32	cattle	cattle	NOUN
fcis-18139	91	33	behavior	behavior	NOUN
fcis-18139	91	34	data	datum	NOUN
fcis-18139	91	35	set	set	VERB
fcis-18139	91	36	to	to	PART
fcis-18139	91	37	detect	detect	VERB
fcis-18139	91	38	abnormal	abnormal	ADJ
fcis-18139	91	39	cow	cow	NOUN
fcis-18139	91	40	behavior	behavior	NOUN
fcis-18139	91	41	in	in	ADP
fcis-18139	91	42	the	the	DET
fcis-18139	91	43	input	input	NOUN
fcis-18139	91	44	image	image	NOUN
fcis-18139	91	45	,	,	PUNCT
fcis-18139	91	46	and	and	CCONJ
fcis-18139	91	47	output	output	NOUN
fcis-18139	91	48	abnormal	abnormal	ADJ
fcis-18139	91	49	behavior	behavior	NOUN
fcis-18139	91	50	and	and	CCONJ
fcis-18139	91	51	cattle	cattle	NOUN
fcis-18139	91	52	location	location	NOUN
fcis-18139	91	53	information	information	NOUN
fcis-18139	91	54	and	and	CCONJ
fcis-18139	91	55	confidence	confidence	NOUN
fcis-18139	91	56	.	.	PUNCT
fcis-18139	92	1	fig	fig	NOUN
fcis-18139	92	2	3	3	NUM
fcis-18139	92	3	.	.	PUNCT
fcis-18139	92	4	framework	framework	NOUN
fcis-18139	92	5	diagram	diagram	NOUN
fcis-18139	92	6	of	of	ADP
fcis-18139	92	7	cattle	cattle	NOUN
fcis-18139	92	8	abnormal	abnormal	ADJ
fcis-18139	92	9	behavior	behavior	NOUN
fcis-18139	92	10	detection	detection	NOUN
fcis-18139	92	11	system	system	NOUN
fcis-18139	92	12	5	5	NUM
fcis-18139	92	13	.	.	PUNCT
fcis-18139	92	14	application	application	NOUN
fcis-18139	92	15	scenarios	scenario	NOUN
fcis-18139	92	16	and	and	CCONJ
fcis-18139	92	17	future	future	ADJ
fcis-18139	92	18	prospects	prospect	NOUN
fcis-18139	92	19	5.1	5.1	NUM
fcis-18139	92	20	.	.	PUNCT
fcis-18139	93	1	application	application	NOUN
fcis-18139	93	2	prospect	prospect	NOUN
fcis-18139	93	3	of	of	ADP
fcis-18139	93	4	simmental	simmental	ADJ
fcis-18139	93	5	cattle	cattle	NOUN
fcis-18139	93	6	abnormal	abnormal	ADJ
fcis-18139	93	7	behavior	behavior	NOUN
fcis-18139	93	8	detection	detection	NOUN
fcis-18139	93	9	technology	technology	NOUN
fcis-18139	93	10	in	in	ADP
fcis-18139	93	11	the	the	DET
fcis-18139	93	12	field	field	NOUN
fcis-18139	93	13	of	of	ADP
fcis-18139	93	14	animal	animal	NOUN
fcis-18139	93	15	husbandry	husbandry	NOUN
fcis-18139	93	16	detection	detection	NOUN
fcis-18139	93	17	technology	technology	NOUN
fcis-18139	93	18	based	base	VERB
fcis-18139	93	19	on	on	ADP
fcis-18139	93	20	computer	computer	NOUN
fcis-18139	93	21	vision	vision	NOUN
fcis-18139	93	22	is	be	AUX
fcis-18139	93	23	currently	currently	ADV
fcis-18139	93	24	one	one	NUM
fcis-18139	93	25	of	of	ADP
fcis-18139	93	26	the	the	DET
fcis-18139	93	27	more	more	ADV
fcis-18139	93	28	advanced	advanced	ADJ
fcis-18139	93	29	technologies	technology	NOUN
fcis-18139	93	30	in	in	ADP
fcis-18139	93	31	the	the	DET
fcis-18139	93	32	field	field	NOUN
fcis-18139	93	33	of	of	ADP
fcis-18139	93	34	animal	animal	NOUN
fcis-18139	93	35	husbandry	husbandry	NOUN
fcis-18139	93	36	,	,	PUNCT
fcis-18139	93	37	and	and	CCONJ
fcis-18139	93	38	the	the	DET
fcis-18139	93	39	application	application	NOUN
fcis-18139	93	40	prospects	prospect	NOUN
fcis-18139	93	41	are	be	AUX
fcis-18139	93	42	very	very	ADV
fcis-18139	93	43	broad	broad	ADJ
fcis-18139	93	44	.	.	PUNCT
fcis-18139	94	1	the	the	DET
fcis-18139	94	2	following	follow	VERB
fcis-18139	94	3	are	be	AUX
fcis-18139	94	4	the	the	DET
fcis-18139	94	5	main	main	ADJ
fcis-18139	94	6	application	application	NOUN
fcis-18139	94	7	prospects	prospect	NOUN
fcis-18139	94	8	of	of	ADP
fcis-18139	94	9	abnormal	abnormal	ADJ
fcis-18139	94	10	behavior	behavior	NOUN
fcis-18139	94	11	detection	detection	NOUN
fcis-18139	94	12	of	of	ADP
fcis-18139	94	13	simmental	simmental	ADJ
fcis-18139	94	14	cattle	cattle	NOUN
fcis-18139	94	15	in	in	ADP
fcis-18139	94	16	the	the	DET
fcis-18139	94	17	field	field	NOUN
fcis-18139	94	18	of	of	ADP
fcis-18139	94	19	animal	animal	NOUN
fcis-18139	94	20	husbandry	husbandry	NOUN
fcis-18139	94	21	:	:	PUNCT
fcis-18139	94	22	(	(	PUNCT
fcis-18139	94	23	1	1	X
fcis-18139	94	24	)	)	PUNCT
fcis-18139	94	25	disease	disease	NOUN
fcis-18139	94	26	early	early	ADJ
fcis-18139	94	27	warning	warning	NOUN
fcis-18139	94	28	and	and	CCONJ
fcis-18139	94	29	health	health	NOUN
fcis-18139	94	30	management	management	NOUN
fcis-18139	94	31	:	:	PUNCT
fcis-18139	94	32	through	through	ADP
fcis-18139	94	33	real	real	ADJ
fcis-18139	94	34	-	-	PUNCT
fcis-18139	94	35	time	time	NOUN
fcis-18139	94	36	monitoring	monitoring	NOUN
fcis-18139	94	37	and	and	CCONJ
fcis-18139	94	38	identification	identification	NOUN
fcis-18139	94	39	of	of	ADP
fcis-18139	94	40	abnormal	abnormal	ADJ
fcis-18139	94	41	behavior	behavior	NOUN
fcis-18139	94	42	of	of	ADP
fcis-18139	94	43	cattle	cattle	NOUN
fcis-18139	94	44	,	,	PUNCT
fcis-18139	94	45	signs	sign	NOUN
fcis-18139	94	46	of	of	ADP
fcis-18139	94	47	disease	disease	NOUN
fcis-18139	94	48	can	can	AUX
fcis-18139	94	49	be	be	AUX
fcis-18139	94	50	detected	detect	VERB
fcis-18139	94	51	at	at	ADP
fcis-18139	94	52	an	an	DET
fcis-18139	94	53	early	early	ADJ
fcis-18139	94	54	stage	stage	NOUN
fcis-18139	94	55	,	,	PUNCT
fcis-18139	94	56	early	early	ADJ
fcis-18139	94	57	warning	warning	NOUN
fcis-18139	94	58	can	can	AUX
fcis-18139	94	59	be	be	AUX
fcis-18139	94	60	given	give	VERB
fcis-18139	94	61	and	and	CCONJ
fcis-18139	94	62	corresponding	corresponding	ADJ
fcis-18139	94	63	measures	measure	NOUN
fcis-18139	94	64	can	can	AUX
fcis-18139	94	65	be	be	AUX
fcis-18139	94	66	taken	take	VERB
fcis-18139	94	67	,	,	PUNCT
fcis-18139	94	68	so	so	SCONJ
fcis-18139	94	69	as	as	SCONJ
fcis-18139	94	70	to	to	PART
fcis-18139	94	71	safeguard	safeguard	VERB
fcis-18139	94	72	the	the	DET
fcis-18139	94	73	health	health	NOUN
fcis-18139	94	74	of	of	ADP
fcis-18139	94	75	livestock	livestock	NOUN
fcis-18139	94	76	animals	animal	NOUN
fcis-18139	94	77	.	.	PUNCT
fcis-18139	95	1	(	(	PUNCT
fcis-18139	95	2	2	2	X
fcis-18139	95	3	)	)	PUNCT
fcis-18139	95	4	optimization	optimization	NOUN
fcis-18139	95	5	of	of	ADP
fcis-18139	95	6	feeding	feed	VERB
fcis-18139	95	7	management	management	NOUN
fcis-18139	95	8	:	:	PUNCT
fcis-18139	95	9	using	use	VERB
fcis-18139	95	10	abnormal	abnormal	ADJ
fcis-18139	95	11	behavior	behavior	NOUN
fcis-18139	95	12	detection	detection	NOUN
fcis-18139	95	13	technology	technology	NOUN
fcis-18139	95	14	,	,	PUNCT
fcis-18139	95	15	cattle	cattle	NOUN
fcis-18139	95	16	feeding	feeding	NOUN
fcis-18139	95	17	behavior	behavior	NOUN
fcis-18139	95	18	can	can	AUX
fcis-18139	95	19	be	be	AUX
fcis-18139	95	20	monitored	monitor	VERB
fcis-18139	95	21	and	and	CCONJ
fcis-18139	95	22	analyzed	analyze	VERB
fcis-18139	95	23	to	to	PART
fcis-18139	95	24	optimize	optimize	VERB
fcis-18139	95	25	feed	feed	NOUN
fcis-18139	95	26	supply	supply	NOUN
fcis-18139	95	27	,	,	PUNCT
fcis-18139	95	28	feeding	feeding	NOUN
fcis-18139	95	29	time	time	NOUN
fcis-18139	95	30	and	and	CCONJ
fcis-18139	95	31	mode	mode	NOUN
fcis-18139	95	32	,	,	PUNCT
fcis-18139	95	33	and	and	CCONJ
fcis-18139	95	34	improve	improve	VERB
fcis-18139	95	35	feeding	feeding	NOUN
fcis-18139	95	36	efficiency	efficiency	NOUN
fcis-18139	95	37	and	and	CCONJ
fcis-18139	95	38	health	health	NOUN
fcis-18139	95	39	status	status	NOUN
fcis-18139	95	40	.	.	PUNCT
fcis-18139	96	1	(	(	PUNCT
fcis-18139	96	2	3	3	X
fcis-18139	96	3	)	)	PUNCT
fcis-18139	96	4	reproductive	reproductive	ADJ
fcis-18139	96	5	management	management	NOUN
fcis-18139	96	6	:	:	PUNCT
fcis-18139	96	7	monitoring	monitor	VERB
fcis-18139	96	8	the	the	DET
fcis-18139	96	9	reproductive	reproductive	ADJ
fcis-18139	96	10	behavior	behavior	NOUN
fcis-18139	96	11	of	of	ADP
fcis-18139	96	12	cattle	cattle	NOUN
fcis-18139	96	13	,	,	PUNCT
fcis-18139	96	14	such	such	ADJ
fcis-18139	96	15	as	as	ADP
fcis-18139	96	16	estrus	estrus	NOUN
fcis-18139	96	17	and	and	CCONJ
fcis-18139	96	18	mating	mating	NOUN
fcis-18139	96	19	behavior	behavior	NOUN
fcis-18139	96	20	,	,	PUNCT
fcis-18139	96	21	to	to	PART
fcis-18139	96	22	help	help	VERB
fcis-18139	96	23	improve	improve	VERB
fcis-18139	96	24	reproductive	reproductive	ADJ
fcis-18139	96	25	efficiency	efficiency	NOUN
fcis-18139	96	26	,	,	PUNCT
fcis-18139	96	27	predict	predict	VERB
fcis-18139	96	28	the	the	DET
fcis-18139	96	29	time	time	NOUN
fcis-18139	96	30	of	of	ADP
fcis-18139	96	31	conception	conception	NOUN
fcis-18139	96	32	,	,	PUNCT
fcis-18139	96	33	and	and	CCONJ
fcis-18139	96	34	optimize	optimize	VERB
fcis-18139	96	35	breeding	breeding	NOUN
fcis-18139	96	36	programs	program	NOUN
fcis-18139	96	37	.	.	PUNCT
fcis-18139	97	1	(	(	PUNCT
fcis-18139	97	2	4	4	X
fcis-18139	97	3	)	)	PUNCT
fcis-18139	97	4	animal	animal	NOUN
fcis-18139	97	5	welfare	welfare	NOUN
fcis-18139	97	6	guarantee	guarantee	NOUN
fcis-18139	97	7	:	:	PUNCT
fcis-18139	97	8	through	through	ADP
fcis-18139	97	9	monitoring	monitoring	NOUN
fcis-18139	97	10	and	and	CCONJ
fcis-18139	97	11	59	59	NUM
fcis-18139	97	12	identifying	identify	VERB
fcis-18139	97	13	abnormal	abnormal	ADJ
fcis-18139	97	14	behavior	behavior	NOUN
fcis-18139	97	15	of	of	ADP
fcis-18139	97	16	cattle	cattle	NOUN
fcis-18139	97	17	,	,	PUNCT
fcis-18139	97	18	timely	timely	ADJ
fcis-18139	97	19	detection	detection	NOUN
fcis-18139	97	20	of	of	ADP
fcis-18139	97	21	whether	whether	SCONJ
fcis-18139	97	22	they	they	PRON
fcis-18139	97	23	are	be	AUX
fcis-18139	97	24	injured	injure	VERB
fcis-18139	97	25	,	,	PUNCT
fcis-18139	97	26	in	in	ADP
fcis-18139	97	27	pain	pain	NOUN
fcis-18139	97	28	,	,	PUNCT
fcis-18139	97	29	or	or	CCONJ
fcis-18139	97	30	otherwise	otherwise	ADV
fcis-18139	97	31	unwell	unwell	ADJ
fcis-18139	97	32	,	,	PUNCT
fcis-18139	97	33	and	and	CCONJ
fcis-18139	97	34	appropriate	appropriate	ADJ
fcis-18139	97	35	intervention	intervention	NOUN
fcis-18139	97	36	to	to	PART
fcis-18139	97	37	enhance	enhance	VERB
fcis-18139	97	38	animal	animal	NOUN
fcis-18139	97	39	welfare	welfare	NOUN
fcis-18139	97	40	(	(	PUNCT
fcis-18139	97	41	5	5	NUM
fcis-18139	97	42	)	)	PUNCT
fcis-18139	97	43	farm	farm	NOUN
fcis-18139	97	44	management	management	NOUN
fcis-18139	97	45	optimization	optimization	NOUN
fcis-18139	97	46	:	:	PUNCT
fcis-18139	97	47	combined	combine	VERB
fcis-18139	97	48	with	with	ADP
fcis-18139	97	49	other	other	ADJ
fcis-18139	97	50	agricultural	agricultural	ADJ
fcis-18139	97	51	intelligent	intelligent	ADJ
fcis-18139	97	52	technologies	technology	NOUN
fcis-18139	97	53	,	,	PUNCT
fcis-18139	97	54	such	such	ADJ
fcis-18139	97	55	as	as	ADP
fcis-18139	97	56	internet	internet	NOUN
fcis-18139	97	57	of	of	ADP
fcis-18139	97	58	things	thing	NOUN
fcis-18139	97	59	and	and	CCONJ
fcis-18139	97	60	data	datum	NOUN
fcis-18139	97	61	analysis	analysis	NOUN
fcis-18139	97	62	,	,	PUNCT
fcis-18139	97	63	abnormal	abnormal	ADJ
fcis-18139	97	64	behavior	behavior	NOUN
fcis-18139	97	65	detection	detection	NOUN
fcis-18139	97	66	technology	technology	NOUN
fcis-18139	97	67	can	can	AUX
fcis-18139	97	68	realize	realize	VERB
fcis-18139	97	69	real	real	ADJ
fcis-18139	97	70	-	-	PUNCT
fcis-18139	97	71	time	time	NOUN
fcis-18139	97	72	monitoring	monitoring	NOUN
fcis-18139	97	73	,	,	PUNCT
fcis-18139	97	74	data	datum	NOUN
fcis-18139	97	75	collection	collection	NOUN
fcis-18139	97	76	and	and	CCONJ
fcis-18139	97	77	analysis	analysis	NOUN
fcis-18139	97	78	of	of	ADP
fcis-18139	97	79	farms	farm	NOUN
fcis-18139	97	80	,	,	PUNCT
fcis-18139	97	81	optimize	optimize	VERB
fcis-18139	97	82	management	management	NOUN
fcis-18139	97	83	decisions	decision	NOUN
fcis-18139	97	84	,	,	PUNCT
fcis-18139	97	85	and	and	CCONJ
fcis-18139	97	86	improve	improve	VERB
fcis-18139	97	87	economic	economic	ADJ
fcis-18139	97	88	efficiency	efficiency	NOUN
fcis-18139	97	89	and	and	CCONJ
fcis-18139	97	90	sustainable	sustainable	ADJ
fcis-18139	97	91	development	development	NOUN
fcis-18139	97	92	.	.	PUNCT
fcis-18139	98	1	5.2	5.2	NUM
fcis-18139	98	2	.	.	PUNCT
fcis-18139	98	3	possible	possible	ADJ
fcis-18139	98	4	expansion	expansion	NOUN
fcis-18139	98	5	of	of	ADP
fcis-18139	98	6	application	application	NOUN
fcis-18139	98	7	fields	field	NOUN
fcis-18139	98	8	in	in	ADP
fcis-18139	98	9	addition	addition	NOUN
fcis-18139	98	10	to	to	ADP
fcis-18139	98	11	the	the	DET
fcis-18139	98	12	field	field	NOUN
fcis-18139	98	13	of	of	ADP
fcis-18139	98	14	animal	animal	NOUN
fcis-18139	98	15	husbandry	husbandry	NOUN
fcis-18139	98	16	,	,	PUNCT
fcis-18139	98	17	simmental	simmental	ADJ
fcis-18139	98	18	cattle	cattle	NOUN
fcis-18139	98	19	abnormal	abnormal	ADJ
fcis-18139	98	20	behavior	behavior	NOUN
fcis-18139	98	21	detection	detection	NOUN
fcis-18139	98	22	technology	technology	NOUN
fcis-18139	98	23	has	have	VERB
fcis-18139	98	24	some	some	DET
fcis-18139	98	25	expanded	expand	VERB
fcis-18139	98	26	application	application	NOUN
fcis-18139	98	27	fields	field	NOUN
fcis-18139	98	28	,	,	PUNCT
fcis-18139	98	29	including	include	VERB
fcis-18139	98	30	but	but	CCONJ
fcis-18139	98	31	not	not	PART
fcis-18139	98	32	limited	limit	VERB
fcis-18139	98	33	to	to	ADP
fcis-18139	98	34	the	the	DET
fcis-18139	98	35	following	follow	VERB
fcis-18139	98	36	aspects	aspect	NOUN
fcis-18139	98	37	:	:	PUNCT
fcis-18139	98	38	(	(	PUNCT
fcis-18139	98	39	1	1	X
fcis-18139	98	40	)	)	PUNCT
fcis-18139	98	41	home	home	NOUN
fcis-18139	98	42	farming	farming	NOUN
fcis-18139	98	43	:	:	PUNCT
fcis-18139	98	44	simmental	simmental	ADJ
fcis-18139	98	45	cattle	cattle	NOUN
fcis-18139	98	46	abnormal	abnormal	ADJ
fcis-18139	98	47	behavior	behavior	NOUN
fcis-18139	98	48	detection	detection	NOUN
fcis-18139	98	49	technology	technology	NOUN
fcis-18139	98	50	can	can	AUX
fcis-18139	98	51	be	be	AUX
fcis-18139	98	52	applied	apply	VERB
fcis-18139	98	53	to	to	ADP
fcis-18139	98	54	other	other	ADJ
fcis-18139	98	55	livestock	livestock	NOUN
fcis-18139	98	56	breeding	breeding	NOUN
fcis-18139	98	57	,	,	PUNCT
fcis-18139	98	58	such	such	ADJ
fcis-18139	98	59	as	as	ADP
fcis-18139	98	60	horses	horse	NOUN
fcis-18139	98	61	,	,	PUNCT
fcis-18139	98	62	chickens	chicken	NOUN
fcis-18139	98	63	,	,	PUNCT
fcis-18139	98	64	pigs	pig	NOUN
fcis-18139	98	65	,	,	PUNCT
fcis-18139	98	66	etc	etc	X
fcis-18139	98	67	.	.	X
fcis-18139	98	68	by	by	ADP
fcis-18139	98	69	monitoring	monitor	VERB
fcis-18139	98	70	and	and	CCONJ
fcis-18139	98	71	identifying	identify	VERB
fcis-18139	98	72	abnormal	abnormal	ADJ
fcis-18139	98	73	behavior	behavior	NOUN
fcis-18139	98	74	of	of	ADP
fcis-18139	98	75	domestic	domestic	ADJ
fcis-18139	98	76	animals	animal	NOUN
fcis-18139	98	77	,	,	PUNCT
fcis-18139	98	78	problems	problem	NOUN
fcis-18139	98	79	or	or	CCONJ
fcis-18139	98	80	anomalies	anomaly	NOUN
fcis-18139	98	81	can	can	AUX
fcis-18139	98	82	be	be	AUX
fcis-18139	98	83	detected	detect	VERB
fcis-18139	98	84	in	in	ADP
fcis-18139	98	85	time	time	NOUN
fcis-18139	98	86	and	and	CCONJ
fcis-18139	98	87	corresponding	corresponding	ADJ
fcis-18139	98	88	measures	measure	NOUN
fcis-18139	98	89	can	can	AUX
fcis-18139	98	90	be	be	AUX
fcis-18139	98	91	taken	take	VERB
fcis-18139	98	92	.	.	PUNCT
fcis-18139	99	1	(	(	PUNCT
fcis-18139	99	2	2	2	X
fcis-18139	99	3	)	)	PUNCT
fcis-18139	99	4	zoo	zoo	NOUN
fcis-18139	99	5	management	management	NOUN
fcis-18139	99	6	:	:	PUNCT
fcis-18139	99	7	zoos	zoo	NOUN
fcis-18139	99	8	often	often	ADV
fcis-18139	99	9	need	need	VERB
fcis-18139	99	10	to	to	PART
fcis-18139	99	11	monitor	monitor	VERB
fcis-18139	99	12	and	and	CCONJ
fcis-18139	99	13	manage	manage	VERB
fcis-18139	99	14	the	the	DET
fcis-18139	99	15	behavior	behavior	NOUN
fcis-18139	99	16	of	of	ADP
fcis-18139	99	17	animals	animal	NOUN
fcis-18139	99	18	.	.	PUNCT
fcis-18139	100	1	simmental	simmental	ADJ
fcis-18139	100	2	cattle	cattle	NOUN
fcis-18139	100	3	abnormal	abnormal	ADJ
fcis-18139	100	4	behavior	behavior	NOUN
fcis-18139	100	5	detection	detection	NOUN
fcis-18139	100	6	technology	technology	NOUN
fcis-18139	100	7	can	can	AUX
fcis-18139	100	8	help	help	VERB
fcis-18139	100	9	zoos	zoos	PROPN
fcis-18139	100	10	monitor	monitor	VERB
fcis-18139	100	11	animal	animal	NOUN
fcis-18139	100	12	behavior	behavior	NOUN
fcis-18139	100	13	and	and	CCONJ
fcis-18139	100	14	detect	detect	VERB
fcis-18139	100	15	abnormalities	abnormality	NOUN
fcis-18139	100	16	,	,	PUNCT
fcis-18139	100	17	such	such	ADJ
fcis-18139	100	18	as	as	ADP
fcis-18139	100	19	fighting	fighting	NOUN
fcis-18139	100	20	,	,	PUNCT
fcis-18139	100	21	illness	illness	NOUN
fcis-18139	100	22	,	,	PUNCT
fcis-18139	100	23	external	external	ADJ
fcis-18139	100	24	interference	interference	NOUN
fcis-18139	100	25	,	,	PUNCT
fcis-18139	100	26	etc	etc	X
fcis-18139	100	27	.	.	X
fcis-18139	100	28	,	,	PUNCT
fcis-18139	100	29	so	so	SCONJ
fcis-18139	100	30	as	as	SCONJ
fcis-18139	100	31	to	to	PART
fcis-18139	100	32	intervene	intervene	VERB
fcis-18139	100	33	and	and	CCONJ
fcis-18139	100	34	warn	warn	VERB
fcis-18139	100	35	in	in	ADP
fcis-18139	100	36	time	time	NOUN
fcis-18139	100	37	.	.	PUNCT
fcis-18139	101	1	(	(	PUNCT
fcis-18139	101	2	3	3	X
fcis-18139	101	3	)	)	PUNCT
fcis-18139	101	4	laboratory	laboratory	NOUN
fcis-18139	101	5	animal	animal	NOUN
fcis-18139	101	6	studies	study	NOUN
fcis-18139	101	7	:	:	PUNCT
fcis-18139	101	8	in	in	ADP
fcis-18139	101	9	laboratory	laboratory	NOUN
fcis-18139	101	10	animal	animal	NOUN
fcis-18139	101	11	studies	study	NOUN
fcis-18139	101	12	,	,	PUNCT
fcis-18139	101	13	simmental	simmental	ADJ
fcis-18139	101	14	cattle	cattle	NOUN
fcis-18139	101	15	abnormal	abnormal	ADJ
fcis-18139	101	16	behavior	behavior	NOUN
fcis-18139	101	17	detection	detection	NOUN
fcis-18139	101	18	technology	technology	NOUN
fcis-18139	101	19	can	can	AUX
fcis-18139	101	20	be	be	AUX
fcis-18139	101	21	used	use	VERB
fcis-18139	101	22	to	to	PART
fcis-18139	101	23	monitor	monitor	VERB
fcis-18139	101	24	the	the	DET
fcis-18139	101	25	behavior	behavior	NOUN
fcis-18139	101	26	patterns	pattern	NOUN
fcis-18139	101	27	of	of	ADP
fcis-18139	101	28	laboratory	laboratory	NOUN
fcis-18139	101	29	animals	animal	NOUN
fcis-18139	101	30	,	,	PUNCT
fcis-18139	101	31	such	such	ADJ
fcis-18139	101	32	as	as	ADP
fcis-18139	101	33	activity	activity	NOUN
fcis-18139	101	34	,	,	PUNCT
fcis-18139	101	35	eating	eating	NOUN
fcis-18139	101	36	,	,	PUNCT
fcis-18139	101	37	sleeping	sleeping	NOUN
fcis-18139	101	38	,	,	PUNCT
fcis-18139	101	39	etc	etc	X
fcis-18139	101	40	.	.	X
fcis-18139	101	41	through	through	ADP
fcis-18139	101	42	the	the	DET
fcis-18139	101	43	real	real	ADJ
fcis-18139	101	44	-	-	PUNCT
fcis-18139	101	45	time	time	NOUN
fcis-18139	101	46	monitoring	monitoring	NOUN
fcis-18139	101	47	and	and	CCONJ
fcis-18139	101	48	analysis	analysis	NOUN
fcis-18139	101	49	of	of	ADP
fcis-18139	101	50	the	the	DET
fcis-18139	101	51	behavior	behavior	NOUN
fcis-18139	101	52	of	of	ADP
fcis-18139	101	53	experimental	experimental	ADJ
fcis-18139	101	54	animals	animal	NOUN
fcis-18139	101	55	,	,	PUNCT
fcis-18139	101	56	their	their	PRON
fcis-18139	101	57	psychological	psychological	ADJ
fcis-18139	101	58	state	state	NOUN
fcis-18139	101	59	and	and	CCONJ
fcis-18139	101	60	physiological	physiological	ADJ
fcis-18139	101	61	changes	change	NOUN
fcis-18139	101	62	can	can	AUX
fcis-18139	101	63	be	be	AUX
fcis-18139	101	64	understood	understand	VERB
fcis-18139	101	65	,	,	PUNCT
fcis-18139	101	66	which	which	PRON
fcis-18139	101	67	provides	provide	VERB
fcis-18139	101	68	support	support	NOUN
fcis-18139	101	69	for	for	ADP
fcis-18139	101	70	the	the	DET
fcis-18139	101	71	accuracy	accuracy	NOUN
fcis-18139	101	72	of	of	ADP
fcis-18139	101	73	experimental	experimental	ADJ
fcis-18139	101	74	results	result	NOUN
fcis-18139	101	75	.	.	PUNCT
fcis-18139	102	1	(	(	PUNCT
fcis-18139	102	2	4	4	X
fcis-18139	102	3	)	)	PUNCT
fcis-18139	102	4	bioengineering	bioengineering	NOUN
fcis-18139	102	5	:	:	PUNCT
fcis-18139	102	6	combined	combine	VERB
fcis-18139	102	7	with	with	ADP
fcis-18139	102	8	the	the	DET
fcis-18139	102	9	abnormal	abnormal	ADJ
fcis-18139	102	10	behavior	behavior	NOUN
fcis-18139	102	11	detection	detection	NOUN
fcis-18139	102	12	technology	technology	NOUN
fcis-18139	102	13	of	of	ADP
fcis-18139	102	14	simmental	simmental	ADJ
fcis-18139	102	15	cattle	cattle	NOUN
fcis-18139	102	16	,	,	PUNCT
fcis-18139	102	17	the	the	DET
fcis-18139	102	18	behavioral	behavioral	ADJ
fcis-18139	102	19	performance	performance	NOUN
fcis-18139	102	20	of	of	ADP
fcis-18139	102	21	animals	animal	NOUN
fcis-18139	102	22	can	can	AUX
fcis-18139	102	23	be	be	AUX
fcis-18139	102	24	evaluated	evaluate	VERB
fcis-18139	102	25	,	,	PUNCT
fcis-18139	102	26	which	which	PRON
fcis-18139	102	27	helps	help	VERB
fcis-18139	102	28	to	to	PART
fcis-18139	102	29	preferentially	preferentially	ADV
fcis-18139	102	30	select	select	VERB
fcis-18139	102	31	and	and	CCONJ
fcis-18139	102	32	screen	screen	VERB
fcis-18139	102	33	individuals	individual	NOUN
fcis-18139	102	34	with	with	ADP
fcis-18139	102	35	good	good	ADJ
fcis-18139	102	36	behavioral	behavioral	ADJ
fcis-18139	102	37	traits	trait	NOUN
fcis-18139	102	38	,	,	PUNCT
fcis-18139	102	39	providing	provide	VERB
fcis-18139	102	40	strong	strong	ADJ
fcis-18139	102	41	support	support	NOUN
fcis-18139	102	42	in	in	ADP
fcis-18139	102	43	the	the	DET
fcis-18139	102	44	field	field	NOUN
fcis-18139	102	45	of	of	ADP
fcis-18139	102	46	bioengineering	bioengineering	NOUN
fcis-18139	102	47	.	.	PUNCT
fcis-18139	103	1	(	(	PUNCT
fcis-18139	103	2	5	5	X
fcis-18139	103	3	)	)	PUNCT
fcis-18139	103	4	wildlife	wildlife	NOUN
fcis-18139	103	5	protection	protection	NOUN
fcis-18139	103	6	and	and	CCONJ
fcis-18139	103	7	research	research	NOUN
fcis-18139	103	8	:	:	PUNCT
fcis-18139	103	9	simmental	simmental	ADJ
fcis-18139	103	10	cattle	cattle	NOUN
fcis-18139	103	11	abnormal	abnormal	ADJ
fcis-18139	103	12	behavior	behavior	NOUN
fcis-18139	103	13	detection	detection	NOUN
fcis-18139	103	14	technology	technology	NOUN
fcis-18139	103	15	can	can	AUX
fcis-18139	103	16	be	be	AUX
fcis-18139	103	17	used	use	VERB
fcis-18139	103	18	in	in	ADP
fcis-18139	103	19	the	the	DET
fcis-18139	103	20	field	field	NOUN
fcis-18139	103	21	of	of	ADP
fcis-18139	103	22	wildlife	wildlife	NOUN
fcis-18139	103	23	protection	protection	NOUN
fcis-18139	103	24	and	and	CCONJ
fcis-18139	103	25	research	research	NOUN
fcis-18139	103	26	.	.	PUNCT
fcis-18139	104	1	through	through	ADP
fcis-18139	104	2	the	the	DET
fcis-18139	104	3	deployment	deployment	NOUN
fcis-18139	104	4	of	of	ADP
fcis-18139	104	5	monitoring	monitor	VERB
fcis-18139	104	6	equipment	equipment	NOUN
fcis-18139	104	7	in	in	ADP
fcis-18139	104	8	the	the	DET
fcis-18139	104	9	natural	natural	ADJ
fcis-18139	104	10	environment	environment	NOUN
fcis-18139	104	11	,	,	PUNCT
fcis-18139	104	12	real	real	ADJ
fcis-18139	104	13	-	-	PUNCT
fcis-18139	104	14	time	time	NOUN
fcis-18139	104	15	monitoring	monitoring	NOUN
fcis-18139	104	16	of	of	ADP
fcis-18139	104	17	the	the	DET
fcis-18139	104	18	behavior	behavior	NOUN
fcis-18139	104	19	and	and	CCONJ
fcis-18139	104	20	action	action	NOUN
fcis-18139	104	21	patterns	pattern	NOUN
fcis-18139	104	22	of	of	ADP
fcis-18139	104	23	wild	wild	ADJ
fcis-18139	104	24	animals	animal	NOUN
fcis-18139	104	25	,	,	PUNCT
fcis-18139	104	26	and	and	CCONJ
fcis-18139	104	27	then	then	ADV
fcis-18139	104	28	understand	understand	VERB
fcis-18139	104	29	their	their	PRON
fcis-18139	104	30	range	range	NOUN
fcis-18139	104	31	of	of	ADP
fcis-18139	104	32	activities	activity	NOUN
fcis-18139	104	33	,	,	PUNCT
fcis-18139	104	34	habits	habit	NOUN
fcis-18139	104	35	and	and	CCONJ
fcis-18139	104	36	behavioral	behavioral	ADJ
fcis-18139	104	37	changes	change	NOUN
fcis-18139	104	38	,	,	PUNCT
fcis-18139	104	39	providing	provide	VERB
fcis-18139	104	40	data	datum	NOUN
fcis-18139	104	41	support	support	NOUN
fcis-18139	104	42	for	for	ADP
fcis-18139	104	43	wildlife	wildlife	NOUN
fcis-18139	104	44	protection	protection	NOUN
fcis-18139	104	45	and	and	CCONJ
fcis-18139	104	46	ecological	ecological	ADJ
fcis-18139	104	47	research	research	NOUN
fcis-18139	104	48	.	.	PUNCT
fcis-18139	105	1	in	in	ADP
fcis-18139	105	2	summary	summary	NOUN
fcis-18139	105	3	,	,	PUNCT
fcis-18139	105	4	the	the	DET
fcis-18139	105	5	abnormal	abnormal	ADJ
fcis-18139	105	6	behavior	behavior	NOUN
fcis-18139	105	7	detection	detection	NOUN
fcis-18139	105	8	technology	technology	NOUN
fcis-18139	105	9	of	of	ADP
fcis-18139	105	10	simmental	simmental	ADJ
fcis-18139	105	11	cattle	cattle	NOUN
fcis-18139	105	12	is	be	AUX
fcis-18139	105	13	of	of	ADP
fcis-18139	105	14	great	great	ADJ
fcis-18139	105	15	significance	significance	NOUN
fcis-18139	105	16	and	and	CCONJ
fcis-18139	105	17	great	great	ADJ
fcis-18139	105	18	potential	potential	NOUN
fcis-18139	105	19	.	.	PUNCT
fcis-18139	106	1	through	through	ADP
fcis-18139	106	2	technologies	technology	NOUN
fcis-18139	106	3	such	such	ADJ
fcis-18139	106	4	as	as	ADP
fcis-18139	106	5	deep	deep	ADJ
fcis-18139	106	6	learning	learning	NOUN
fcis-18139	106	7	and	and	CCONJ
fcis-18139	106	8	computer	computer	NOUN
fcis-18139	106	9	vision	vision	NOUN
fcis-18139	106	10	,	,	PUNCT
fcis-18139	106	11	accurate	accurate	ADJ
fcis-18139	106	12	monitoring	monitoring	NOUN
fcis-18139	106	13	and	and	CCONJ
fcis-18139	106	14	analysis	analysis	NOUN
fcis-18139	106	15	of	of	ADP
fcis-18139	106	16	cattle	cattle	NOUN
fcis-18139	106	17	behavior	behavior	NOUN
fcis-18139	106	18	can	can	AUX
fcis-18139	106	19	be	be	AUX
fcis-18139	106	20	achieved	achieve	VERB
fcis-18139	106	21	.	.	PUNCT
fcis-18139	107	1	this	this	PRON
fcis-18139	107	2	is	be	AUX
fcis-18139	107	3	of	of	ADP
fcis-18139	107	4	great	great	ADJ
fcis-18139	107	5	significance	significance	NOUN
fcis-18139	107	6	for	for	ADP
fcis-18139	107	7	health	health	NOUN
fcis-18139	107	8	management	management	NOUN
fcis-18139	107	9	,	,	PUNCT
fcis-18139	107	10	disease	disease	NOUN
fcis-18139	107	11	early	early	ADJ
fcis-18139	107	12	warning	warning	NOUN
fcis-18139	107	13	and	and	CCONJ
fcis-18139	107	14	production	production	NOUN
fcis-18139	107	15	efficiency	efficiency	NOUN
fcis-18139	107	16	improvement	improvement	NOUN
fcis-18139	107	17	in	in	ADP
fcis-18139	107	18	the	the	DET
fcis-18139	107	19	livestock	livestock	NOUN
fcis-18139	107	20	industry	industry	NOUN
fcis-18139	107	21	.	.	PUNCT
fcis-18139	108	1	the	the	DET
fcis-18139	108	2	analysis	analysis	NOUN
fcis-18139	108	3	of	of	ADP
fcis-18139	108	4	behavioral	behavioral	ADJ
fcis-18139	108	5	data	datum	NOUN
fcis-18139	108	6	for	for	ADP
fcis-18139	108	7	simmental	simmental	ADJ
fcis-18139	108	8	cattle	cattle	NOUN
fcis-18139	108	9	can	can	AUX
fcis-18139	108	10	also	also	ADV
fcis-18139	108	11	provide	provide	VERB
fcis-18139	108	12	scientific	scientific	ADJ
fcis-18139	108	13	feeding	feeding	NOUN
fcis-18139	108	14	management	management	NOUN
fcis-18139	108	15	suggestions	suggestion	NOUN
fcis-18139	108	16	for	for	ADP
fcis-18139	108	17	farms	farm	NOUN
fcis-18139	108	18	.	.	PUNCT
fcis-18139	109	1	in	in	ADP
fcis-18139	109	2	terms	term	NOUN
fcis-18139	109	3	of	of	ADP
fcis-18139	109	4	application	application	NOUN
fcis-18139	109	5	areas	area	NOUN
fcis-18139	109	6	,	,	PUNCT
fcis-18139	109	7	the	the	DET
fcis-18139	109	8	technology	technology	NOUN
fcis-18139	109	9	is	be	AUX
fcis-18139	109	10	not	not	PART
fcis-18139	109	11	only	only	ADV
fcis-18139	109	12	suitable	suitable	ADJ
fcis-18139	109	13	for	for	ADP
fcis-18139	109	14	large	large	ADJ
fcis-18139	109	15	-	-	PUNCT
fcis-18139	109	16	scale	scale	NOUN
fcis-18139	109	17	farms	farm	NOUN
fcis-18139	109	18	,	,	PUNCT
fcis-18139	109	19	but	but	CCONJ
fcis-18139	109	20	can	can	AUX
fcis-18139	109	21	also	also	ADV
fcis-18139	109	22	play	play	VERB
fcis-18139	109	23	a	a	DET
fcis-18139	109	24	role	role	NOUN
fcis-18139	109	25	in	in	ADP
fcis-18139	109	26	family	family	NOUN
fcis-18139	109	27	farming	farming	NOUN
fcis-18139	109	28	,	,	PUNCT
fcis-18139	109	29	zoo	zoo	NOUN
fcis-18139	109	30	management	management	NOUN
fcis-18139	109	31	,	,	PUNCT
fcis-18139	109	32	laboratory	laboratory	NOUN
fcis-18139	109	33	animal	animal	NOUN
fcis-18139	109	34	research	research	NOUN
fcis-18139	109	35	,	,	PUNCT
fcis-18139	109	36	bioengineering	bioengineering	NOUN
fcis-18139	109	37	and	and	CCONJ
fcis-18139	109	38	wildlife	wildlife	NOUN
fcis-18139	109	39	conservation	conservation	NOUN
fcis-18139	109	40	and	and	CCONJ
fcis-18139	109	41	research	research	NOUN
fcis-18139	109	42	.	.	PUNCT
fcis-18139	110	1	it	it	PRON
fcis-18139	110	2	provides	provide	VERB
fcis-18139	110	3	a	a	DET
fcis-18139	110	4	more	more	ADV
fcis-18139	110	5	accurate	accurate	ADJ
fcis-18139	110	6	and	and	CCONJ
fcis-18139	110	7	efficient	efficient	ADJ
fcis-18139	110	8	means	mean	NOUN
fcis-18139	110	9	for	for	ADP
fcis-18139	110	10	animal	animal	NOUN
fcis-18139	110	11	management	management	NOUN
fcis-18139	110	12	and	and	CCONJ
fcis-18139	110	13	protection	protection	NOUN
fcis-18139	110	14	,	,	PUNCT
fcis-18139	110	15	and	and	CCONJ
fcis-18139	110	16	promotes	promote	VERB
fcis-18139	110	17	the	the	DET
fcis-18139	110	18	development	development	NOUN
fcis-18139	110	19	and	and	CCONJ
fcis-18139	110	20	progress	progress	NOUN
fcis-18139	110	21	of	of	ADP
fcis-18139	110	22	related	related	ADJ
fcis-18139	110	23	fields	field	NOUN
fcis-18139	110	24	.	.	PUNCT
fcis-18139	111	1	in	in	ADP
fcis-18139	111	2	conclusion	conclusion	NOUN
fcis-18139	111	3	,	,	PUNCT
fcis-18139	111	4	the	the	DET
fcis-18139	111	5	technology	technology	NOUN
fcis-18139	111	6	for	for	ADP
fcis-18139	111	7	detecting	detect	VERB
fcis-18139	111	8	abnormal	abnormal	ADJ
fcis-18139	111	9	behavior	behavior	NOUN
fcis-18139	111	10	of	of	ADP
fcis-18139	111	11	simmental	simmental	ADJ
fcis-18139	111	12	cattle	cattle	NOUN
fcis-18139	111	13	has	have	VERB
fcis-18139	111	14	great	great	ADJ
fcis-18139	111	15	potential	potential	NOUN
fcis-18139	111	16	for	for	ADP
fcis-18139	111	17	application	application	NOUN
fcis-18139	111	18	.	.	PUNCT
fcis-18139	112	1	with	with	ADP
fcis-18139	112	2	the	the	DET
fcis-18139	112	3	continuous	continuous	ADJ
fcis-18139	112	4	progress	progress	NOUN
fcis-18139	112	5	of	of	ADP
fcis-18139	112	6	the	the	DET
fcis-18139	112	7	technology	technology	NOUN
fcis-18139	112	8	and	and	CCONJ
fcis-18139	112	9	efforts	effort	NOUN
fcis-18139	112	10	to	to	PART
fcis-18139	112	11	solve	solve	VERB
fcis-18139	112	12	the	the	DET
fcis-18139	112	13	challenges	challenge	NOUN
fcis-18139	112	14	,	,	PUNCT
fcis-18139	112	15	it	it	PRON
fcis-18139	112	16	is	be	AUX
fcis-18139	112	17	believed	believe	VERB
fcis-18139	112	18	that	that	SCONJ
fcis-18139	112	19	the	the	DET
fcis-18139	112	20	technology	technology	NOUN
fcis-18139	112	21	will	will	AUX
fcis-18139	112	22	play	play	VERB
fcis-18139	112	23	a	a	DET
fcis-18139	112	24	greater	great	ADJ
fcis-18139	112	25	role	role	NOUN
fcis-18139	112	26	in	in	ADP
fcis-18139	112	27	the	the	DET
fcis-18139	112	28	field	field	NOUN
fcis-18139	112	29	of	of	ADP
fcis-18139	112	30	animal	animal	NOUN
fcis-18139	112	31	husbandry	husbandry	NOUN
fcis-18139	112	32	and	and	CCONJ
fcis-18139	112	33	promote	promote	VERB
fcis-18139	112	34	the	the	DET
fcis-18139	112	35	healthy	healthy	ADJ
fcis-18139	112	36	development	development	NOUN
fcis-18139	112	37	of	of	ADP
fcis-18139	112	38	animal	animal	NOUN
fcis-18139	112	39	husbandry	husbandry	NOUN
fcis-18139	112	40	.	.	PUNCT
fcis-18139	113	1	references	reference	NOUN
fcis-18139	113	2	[	[	X
fcis-18139	113	3	1	1	NUM
fcis-18139	113	4	]	]	PUNCT
fcis-18139	113	5	urumqi	urumqi	PROPN
fcis-18139	113	6	evening	evening	NOUN
fcis-18139	113	7	news	news	NOUN
fcis-18139	113	8	xinjiang	xinjiang	PROPN
fcis-18139	113	9	accelerates	accelerate	VERB
fcis-18139	113	10	the	the	DET
fcis-18139	113	11	development	development	NOUN
fcis-18139	113	12	of	of	ADP
fcis-18139	113	13	beef	beef	NOUN
fcis-18139	113	14	cattle	cattle	NOUN
fcis-18139	113	15	industry	industry	NOUN
fcis-18139	114	1	[	[	X
fcis-18139	114	2	eb	eb	PROPN
fcis-18139	114	3	/	/	SYM
fcis-18139	114	4	ol	ol	PROPN
fcis-18139	114	5	]	]	PUNCT
fcis-18139	114	6	.	.	PUNCT
fcis-18139	115	1	https://	https://	PROPN
fcis-18139	115	2	new.qq	new.qq	PROPN
fcis-18139	115	3	.	.	PUNCT
fcis-18139	116	1	com/	com/	NOUN
fcis-18139	116	2	rain	rain	NOUN
fcis-18139	116	3	/	/	SYM
fcis-18139	116	4	a/	a/	NOUN
fcis-18139	116	5	2021	2021	NUM
fcis-18139	116	6	0923a06pp100,2021	0923a06pp100,2021	NUM
fcis-18139	116	7	-	-	SYM
fcis-18139	116	8	09	09	NUM
fcis-18139	116	9	-	-	PUNCT
fcis-18139	116	10	23	23	NUM
fcis-18139	116	11	.	.	PUNCT
fcis-18139	117	1	[	[	X
fcis-18139	117	2	2	2	X
fcis-18139	117	3	]	]	X
fcis-18139	117	4	p	p	X
fcis-18139	117	5	s	s	NOUN
fcis-18139	117	6	m	m	NOUN
fcis-18139	117	7	,	,	PUNCT
fcis-18139	117	8	mohd	mohd	PROPN
fcis-18139	117	9	b	b	PROPN
fcis-18139	117	10	b	b	PROPN
fcis-18139	117	11	a	a	X
fcis-18139	117	12	,	,	PUNCT
fcis-18139	117	13	binti	binti	PROPN
fcis-18139	117	14	l	l	PROPN
fcis-18139	117	15	s.	s.	PROPN
fcis-18139	117	16	a	a	DET
fcis-18139	117	17	deep	deep	ADJ
fcis-18139	117	18	learning	learning	NOUN
fcis-18139	117	19	-	-	PUNCT
fcis-18139	117	20	based	base	VERB
fcis-18139	117	21	cow	cow	NOUN
fcis-18139	117	22	behavior	behavior	NOUN
fcis-18139	117	23	recognition	recognition	NOUN
fcis-18139	117	24	scheme	scheme	NOUN
fcis-18139	117	25	for	for	ADP
fcis-18139	117	26	improving	improve	VERB
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