id	sid	tid	token	lemma	pos
fbem-1139	1	1	frontiers	frontier	NOUN
fbem-1139	1	2	in	in	ADP
fbem-1139	1	3	business	business	NOUN
fbem-1139	1	4	,	,	PUNCT
fbem-1139	1	5	economics	economic	NOUN
fbem-1139	1	6	and	and	CCONJ
fbem-1139	1	7	management	management	NOUN
fbem-1139	1	8	issn	issn	PROPN
fbem-1139	1	9	:	:	PUNCT
fbem-1139	1	10	2766	2766	NUM
fbem-1139	1	11	-	-	PUNCT
fbem-1139	1	12	824x	824x	NUM
fbem-1139	1	13	|	|	ADJ
fbem-1139	1	14	vol	vol	NOUN
fbem-1139	1	15	.	.	PROPN
fbem-1139	2	1	4	4	NUM
fbem-1139	2	2	,	,	PUNCT
fbem-1139	2	3	no	no	INTJ
fbem-1139	2	4	.	.	NOUN
fbem-1139	2	5	3	3	NUM
fbem-1139	2	6	,	,	PUNCT
fbem-1139	2	7	2022	2022	NUM
fbem-1139	2	8	72	72	NUM
fbem-1139	2	9	bitcoin	bitcoin	NOUN
fbem-1139	2	10	or	or	CCONJ
fbem-1139	2	11	gold	gold	NOUN
fbem-1139	2	12	?	?	PUNCT
fbem-1139	3	1	-a	-a	PUNCT
fbem-1139	3	2	financial	financial	ADJ
fbem-1139	3	3	investment	investment	NOUN
fbem-1139	3	4	model	model	NOUN
fbem-1139	3	5	based	base	VERB
fbem-1139	3	6	on	on	ADP
fbem-1139	3	7	lstm	lstm	PROPN
fbem-1139	3	8	dongxue	dongxue	PROPN
fbem-1139	3	9	han	han	PROPN
fbem-1139	3	10	,	,	PUNCT
fbem-1139	3	11	mingliang	mingliang	X
fbem-1139	4	1	he	he	PRON
fbem-1139	4	2	,	,	PUNCT
fbem-1139	4	3	longyu	longyu	PROPN
fbem-1139	4	4	wang	wang	PROPN
fbem-1139	4	5	chengdu	chengdu	PROPN
fbem-1139	4	6	university	university	PROPN
fbem-1139	4	7	of	of	ADP
fbem-1139	4	8	technology	technology	PROPN
fbem-1139	4	9	school	school	NOUN
fbem-1139	4	10	of	of	ADP
fbem-1139	4	11	earth	earth	NOUN
fbem-1139	4	12	sciences	sciences	PROPN
fbem-1139	4	13	,	,	PUNCT
fbem-1139	4	14	sichuan	sichuan	PROPN
fbem-1139	4	15	610059	610059	NUM
fbem-1139	4	16	,	,	PUNCT
fbem-1139	4	17	china	china	PROPN
fbem-1139	4	18	abstract	abstract	NOUN
fbem-1139	4	19	:	:	PUNCT
fbem-1139	4	20	in	in	ADP
fbem-1139	4	21	the	the	DET
fbem-1139	4	22	topic	topic	NOUN
fbem-1139	4	23	selection	selection	NOUN
fbem-1139	4	24	,	,	PUNCT
fbem-1139	4	25	we	we	PRON
fbem-1139	4	26	need	need	VERB
fbem-1139	4	27	to	to	PART
fbem-1139	4	28	estimate	estimate	VERB
fbem-1139	4	29	the	the	DET
fbem-1139	4	30	prices	price	NOUN
fbem-1139	4	31	of	of	ADP
fbem-1139	4	32	bitcoin	bitcoin	NOUN
fbem-1139	4	33	and	and	CCONJ
fbem-1139	4	34	gold	gold	NOUN
fbem-1139	4	35	according	accord	VERB
fbem-1139	4	36	to	to	ADP
fbem-1139	4	37	the	the	DET
fbem-1139	4	38	data	datum	NOUN
fbem-1139	4	39	given	give	VERB
fbem-1139	4	40	from	from	ADP
fbem-1139	4	41	2001	2001	NUM
fbem-1139	4	42	to	to	ADP
fbem-1139	4	43	2012	2012	NUM
fbem-1139	4	44	.	.	PUNCT
fbem-1139	5	1	according	accord	VERB
fbem-1139	5	2	to	to	ADP
fbem-1139	5	3	the	the	DET
fbem-1139	5	4	estimated	estimate	VERB
fbem-1139	5	5	price	price	NOUN
fbem-1139	5	6	,	,	PUNCT
fbem-1139	5	7	the	the	DET
fbem-1139	5	8	initial	initial	ADJ
fbem-1139	5	9	amount	amount	NOUN
fbem-1139	5	10	is	be	AUX
fbem-1139	5	11	set	set	VERB
fbem-1139	5	12	as	as	ADP
fbem-1139	5	13	$	$	SYM
fbem-1139	5	14	1000	1000	NUM
fbem-1139	5	15	,	,	PUNCT
fbem-1139	5	16	which	which	PRON
fbem-1139	5	17	is	be	AUX
fbem-1139	5	18	used	use	VERB
fbem-1139	5	19	as	as	ADP
fbem-1139	5	20	the	the	DET
fbem-1139	5	21	principal	principal	NOUN
fbem-1139	5	22	for	for	ADP
fbem-1139	5	23	financial	financial	ADJ
fbem-1139	5	24	investment	investment	NOUN
fbem-1139	5	25	for	for	ADP
fbem-1139	5	26	a	a	DET
fbem-1139	5	27	period	period	NOUN
fbem-1139	5	28	of	of	ADP
fbem-1139	5	29	five	five	NUM
fbem-1139	5	30	years	year	NOUN
fbem-1139	5	31	from	from	ADP
fbem-1139	5	32	2016	2016	NUM
fbem-1139	5	33	.	.	PUNCT
fbem-1139	6	1	in	in	ADP
fbem-1139	6	2	the	the	DET
fbem-1139	6	3	whole	whole	ADJ
fbem-1139	6	4	modeling	modeling	NOUN
fbem-1139	6	5	process	process	NOUN
fbem-1139	6	6	,	,	PUNCT
fbem-1139	6	7	the	the	DET
fbem-1139	6	8	main	main	ADJ
fbem-1139	6	9	problems	problem	NOUN
fbem-1139	6	10	we	we	PRON
fbem-1139	6	11	need	need	VERB
fbem-1139	6	12	to	to	PART
fbem-1139	6	13	solve	solve	VERB
fbem-1139	6	14	are	be	AUX
fbem-1139	6	15	the	the	DET
fbem-1139	6	16	following	follow	VERB
fbem-1139	6	17	four	four	NUM
fbem-1139	6	18	points	point	NOUN
fbem-1139	6	19	:	:	PUNCT
fbem-1139	6	20	the	the	DET
fbem-1139	6	21	task	task	NOUN
fbem-1139	6	22	1	1	NUM
fbem-1139	6	23	is	be	AUX
fbem-1139	6	24	the	the	DET
fbem-1139	6	25	best	good	ADJ
fbem-1139	6	26	investment	investment	NOUN
fbem-1139	6	27	strategy	strategy	NOUN
fbem-1139	6	28	is	be	AUX
fbem-1139	6	29	given	give	VERB
fbem-1139	6	30	through	through	ADP
fbem-1139	6	31	the	the	DET
fbem-1139	6	32	established	establish	VERB
fbem-1139	6	33	model	model	NOUN
fbem-1139	6	34	,	,	PUNCT
fbem-1139	6	35	and	and	CCONJ
fbem-1139	6	36	the	the	DET
fbem-1139	6	37	investment	investment	NOUN
fbem-1139	6	38	value	value	NOUN
fbem-1139	6	39	on	on	ADP
fbem-1139	6	40	october	october	PROPN
fbem-1139	6	41	9	9	NUM
fbem-1139	6	42	,	,	PUNCT
fbem-1139	6	43	2021	2021	NUM
fbem-1139	6	44	is	be	AUX
fbem-1139	6	45	calculated	calculate	VERB
fbem-1139	6	46	.	.	PUNCT
fbem-1139	7	1	the	the	DET
fbem-1139	7	2	task	task	NOUN
fbem-1139	7	3	2	2	NUM
fbem-1139	7	4	is	be	AUX
fbem-1139	7	5	the	the	DET
fbem-1139	7	6	best	good	ADJ
fbem-1139	7	7	strategy	strategy	NOUN
fbem-1139	7	8	of	of	ADP
fbem-1139	7	9	the	the	DET
fbem-1139	7	10	model	model	NOUN
fbem-1139	7	11	is	be	AUX
fbem-1139	7	12	proved	prove	VERB
fbem-1139	7	13	.	.	PUNCT
fbem-1139	8	1	the	the	DET
fbem-1139	8	2	task	task	NOUN
fbem-1139	8	3	3	3	NUM
fbem-1139	8	4	is	be	AUX
fbem-1139	8	5	determine	determine	VERB
fbem-1139	8	6	the	the	DET
fbem-1139	8	7	impact	impact	NOUN
fbem-1139	8	8	of	of	ADP
fbem-1139	8	9	transaction	transaction	NOUN
fbem-1139	8	10	costs	cost	NOUN
fbem-1139	8	11	on	on	ADP
fbem-1139	8	12	transaction	transaction	NOUN
fbem-1139	8	13	results	result	NOUN
fbem-1139	8	14	.	.	PUNCT
fbem-1139	9	1	the	the	DET
fbem-1139	9	2	last	last	ADJ
fbem-1139	9	3	task	task	NOUN
fbem-1139	9	4	is	be	AUX
fbem-1139	9	5	to	to	PART
fbem-1139	9	6	complete	complete	VERB
fbem-1139	9	7	a	a	DET
fbem-1139	9	8	memo	memo	NOUN
fbem-1139	9	9	with	with	ADP
fbem-1139	9	10	strategies	strategy	NOUN
fbem-1139	9	11	,	,	PUNCT
fbem-1139	9	12	models	model	NOUN
fbem-1139	9	13	,	,	PUNCT
fbem-1139	9	14	and	and	CCONJ
fbem-1139	9	15	results	result	NOUN
fbem-1139	9	16	.	.	PUNCT
fbem-1139	10	1	in	in	ADP
fbem-1139	10	2	the	the	DET
fbem-1139	10	3	whole	whole	ADJ
fbem-1139	10	4	modeling	modeling	NOUN
fbem-1139	10	5	process	process	NOUN
fbem-1139	10	6	,	,	PUNCT
fbem-1139	10	7	we	we	PRON
fbem-1139	10	8	first	first	ADV
fbem-1139	10	9	preprocess	preprocess	VERB
fbem-1139	10	10	the	the	DET
fbem-1139	10	11	data	datum	NOUN
fbem-1139	10	12	,	,	PUNCT
fbem-1139	10	13	which	which	PRON
fbem-1139	10	14	is	be	AUX
fbem-1139	10	15	arranged	arrange	VERB
fbem-1139	10	16	and	and	CCONJ
fbem-1139	10	17	classified	classify	VERB
fbem-1139	10	18	in	in	ADP
fbem-1139	10	19	chronological	chronological	ADJ
fbem-1139	10	20	order	order	NOUN
fbem-1139	10	21	,	,	PUNCT
fbem-1139	10	22	and	and	CCONJ
fbem-1139	10	23	fill	fill	VERB
fbem-1139	10	24	the	the	DET
fbem-1139	10	25	data	datum	NOUN
fbem-1139	10	26	by	by	ADP
fbem-1139	10	27	interpolation	interpolation	NOUN
fbem-1139	10	28	fitting	fitting	ADJ
fbem-1139	10	29	.	.	PUNCT
fbem-1139	11	1	lsmt	lsmt	ADJ
fbem-1139	11	2	algorithm	algorithm	PROPN
fbem-1139	11	3	is	be	AUX
fbem-1139	11	4	a	a	DET
fbem-1139	11	5	neural	neural	ADJ
fbem-1139	11	6	network	network	NOUN
fbem-1139	11	7	algorithm	algorithm	NOUN
fbem-1139	11	8	,	,	PUNCT
fbem-1139	11	9	which	which	PRON
fbem-1139	11	10	is	be	AUX
fbem-1139	11	11	suitable	suitable	ADJ
fbem-1139	11	12	for	for	ADP
fbem-1139	11	13	the	the	DET
fbem-1139	11	14	calculation	calculation	NOUN
fbem-1139	11	15	of	of	ADP
fbem-1139	11	16	various	various	ADJ
fbem-1139	11	17	long	long	ADJ
fbem-1139	11	18	-	-	PUNCT
fbem-1139	11	19	term	term	NOUN
fbem-1139	11	20	processes	process	NOUN
fbem-1139	11	21	.	.	PUNCT
fbem-1139	12	1	the	the	DET
fbem-1139	12	2	investment	investment	NOUN
fbem-1139	12	3	problem	problem	NOUN
fbem-1139	12	4	we	we	PRON
fbem-1139	12	5	study	study	VERB
fbem-1139	12	6	is	be	AUX
fbem-1139	12	7	a	a	DET
fbem-1139	12	8	good	good	ADJ
fbem-1139	12	9	application	application	NOUN
fbem-1139	12	10	field	field	NOUN
fbem-1139	12	11	.	.	PUNCT
fbem-1139	13	1	in	in	ADP
fbem-1139	13	2	the	the	DET
fbem-1139	13	3	calculation	calculation	NOUN
fbem-1139	13	4	process	process	NOUN
fbem-1139	13	5	of	of	ADP
fbem-1139	13	6	the	the	DET
fbem-1139	13	7	basic	basic	ADJ
fbem-1139	13	8	model	model	NOUN
fbem-1139	13	9	,	,	PUNCT
fbem-1139	13	10	it	it	PRON
fbem-1139	13	11	is	be	AUX
fbem-1139	13	12	necessary	necessary	ADJ
fbem-1139	13	13	to	to	PART
fbem-1139	13	14	set	set	VERB
fbem-1139	13	15	the	the	DET
fbem-1139	13	16	initial	initial	ADJ
fbem-1139	13	17	value	value	NOUN
fbem-1139	13	18	,	,	PUNCT
fbem-1139	13	19	complete	complete	VERB
fbem-1139	13	20	a	a	DET
fbem-1139	13	21	series	series	NOUN
fbem-1139	13	22	of	of	ADP
fbem-1139	13	23	processing	processing	NOUN
fbem-1139	13	24	,	,	PUNCT
fbem-1139	13	25	and	and	CCONJ
fbem-1139	13	26	process	process	VERB
fbem-1139	13	27	the	the	DET
fbem-1139	13	28	hidden	hide	VERB
fbem-1139	13	29	layer	layer	NOUN
fbem-1139	13	30	of	of	ADP
fbem-1139	13	31	lstm	lstm	PROPN
fbem-1139	13	32	unit	unit	NOUN
fbem-1139	13	33	.	.	PUNCT
fbem-1139	14	1	take	take	VERB
fbem-1139	14	2	x	x	PUNCT
fbem-1139	14	3	as	as	ADP
fbem-1139	14	4	the	the	DET
fbem-1139	14	5	output	output	NOUN
fbem-1139	14	6	value	value	NOUN
fbem-1139	14	7	,	,	PUNCT
fbem-1139	14	8	set	set	VERB
fbem-1139	14	9	the	the	DET
fbem-1139	14	10	temporary	temporary	ADJ
fbem-1139	14	11	hidden	hide	VERB
fbem-1139	14	12	layer	layer	NOUN
fbem-1139	14	13	and	and	CCONJ
fbem-1139	14	14	new	new	ADJ
fbem-1139	14	15	hidden	hide	VERB
fbem-1139	14	16	layer	layer	NOUN
fbem-1139	14	17	,	,	PUNCT
fbem-1139	14	18	and	and	CCONJ
fbem-1139	14	19	verify	verify	VERB
fbem-1139	14	20	that	that	SCONJ
fbem-1139	14	21	the	the	DET
fbem-1139	14	22	size	size	NOUN
fbem-1139	14	23	of	of	ADP
fbem-1139	14	24	the	the	DET
fbem-1139	14	25	final	final	ADJ
fbem-1139	14	26	output	output	NOUN
fbem-1139	14	27	result	result	NOUN
fbem-1139	14	28	is	be	AUX
fbem-1139	14	29	consistent	consistent	ADJ
fbem-1139	14	30	with	with	ADP
fbem-1139	14	31	the	the	DET
fbem-1139	14	32	label	label	NOUN
fbem-1139	14	33	size	size	NOUN
fbem-1139	14	34	.	.	PUNCT
fbem-1139	15	1	the	the	DET
fbem-1139	15	2	hidden	hide	VERB
fbem-1139	15	3	layer	layer	NOUN
fbem-1139	15	4	is	be	AUX
fbem-1139	15	5	transformed	transform	VERB
fbem-1139	15	6	according	accord	VERB
fbem-1139	15	7	to	to	ADP
fbem-1139	15	8	the	the	DET
fbem-1139	15	9	sigmoid	sigmoid	NOUN
fbem-1139	15	10	function	function	NOUN
fbem-1139	15	11	proposed	propose	VERB
fbem-1139	15	12	above	above	ADV
fbem-1139	15	13	.	.	PUNCT
fbem-1139	16	1	after	after	ADP
fbem-1139	16	2	calculating	calculate	VERB
fbem-1139	16	3	the	the	DET
fbem-1139	16	4	hidden	hide	VERB
fbem-1139	16	5	layer	layer	NOUN
fbem-1139	16	6	conversion	conversion	NOUN
fbem-1139	16	7	,	,	PUNCT
fbem-1139	16	8	the	the	DET
fbem-1139	16	9	error	error	NOUN
fbem-1139	16	10	is	be	AUX
fbem-1139	16	11	back	back	ADV
fbem-1139	16	12	propagated	propagate	VERB
fbem-1139	16	13	,	,	PUNCT
fbem-1139	16	14	the	the	DET
fbem-1139	16	15	input	input	NOUN
fbem-1139	16	16	derivative	derivative	NOUN
fbem-1139	16	17	of	of	ADP
fbem-1139	16	18	the	the	DET
fbem-1139	16	19	file	file	NOUN
fbem-1139	16	20	is	be	AUX
fbem-1139	16	21	obtained	obtain	VERB
fbem-1139	16	22	,	,	PUNCT
fbem-1139	16	23	and	and	CCONJ
fbem-1139	16	24	the	the	DET
fbem-1139	16	25	overall	overall	ADJ
fbem-1139	16	26	error	error	NOUN
fbem-1139	16	27	and	and	CCONJ
fbem-1139	16	28	record	record	NOUN
fbem-1139	16	29	hidden	hide	VERB
fbem-1139	16	30	layer	layer	NOUN
fbem-1139	16	31	are	be	AUX
fbem-1139	16	32	obtained	obtain	VERB
fbem-1139	16	33	.	.	PUNCT
fbem-1139	17	1	then	then	ADV
fbem-1139	17	2	the	the	DET
fbem-1139	17	3	calculated	calculated	ADJ
fbem-1139	17	4	hidden	hide	VERB
fbem-1139	17	5	layer	layer	NOUN
fbem-1139	17	6	difference	difference	NOUN
fbem-1139	17	7	is	be	AUX
fbem-1139	17	8	used	use	VERB
fbem-1139	17	9	to	to	PART
fbem-1139	17	10	calculate	calculate	VERB
fbem-1139	17	11	the	the	DET
fbem-1139	17	12	change	change	NOUN
fbem-1139	17	13	of	of	ADP
fbem-1139	17	14	parameters	parameter	NOUN
fbem-1139	17	15	and	and	CCONJ
fbem-1139	17	16	update	update	NOUN
fbem-1139	17	17	parameters	parameter	NOUN
fbem-1139	17	18	.	.	PUNCT
fbem-1139	18	1	since	since	SCONJ
fbem-1139	18	2	bitcoin	bitcoin	NOUN
fbem-1139	18	3	can	can	AUX
fbem-1139	18	4	be	be	AUX
fbem-1139	18	5	traded	trade	VERB
fbem-1139	18	6	on	on	ADP
fbem-1139	18	7	any	any	DET
fbem-1139	18	8	trading	trading	NOUN
fbem-1139	18	9	day	day	NOUN
fbem-1139	18	10	,	,	PUNCT
fbem-1139	18	11	gold	gold	NOUN
fbem-1139	18	12	can	can	AUX
fbem-1139	18	13	only	only	ADV
fbem-1139	18	14	be	be	AUX
fbem-1139	18	15	traded	trade	VERB
fbem-1139	18	16	on	on	ADP
fbem-1139	18	17	weekly	weekly	ADJ
fbem-1139	18	18	trading	trading	NOUN
fbem-1139	18	19	days	day	NOUN
fbem-1139	18	20	.	.	PUNCT
fbem-1139	19	1	for	for	ADP
fbem-1139	19	2	the	the	DET
fbem-1139	19	3	convenience	convenience	NOUN
fbem-1139	19	4	of	of	ADP
fbem-1139	19	5	calculation	calculation	NOUN
fbem-1139	19	6	,	,	PUNCT
fbem-1139	19	7	we	we	PRON
fbem-1139	19	8	fix	fix	VERB
fbem-1139	19	9	the	the	DET
fbem-1139	19	10	transactions	transaction	NOUN
fbem-1139	19	11	of	of	ADP
fbem-1139	19	12	bitcoin	bitcoin	NOUN
fbem-1139	19	13	and	and	CCONJ
fbem-1139	19	14	gold	gold	NOUN
fbem-1139	19	15	as	as	ADP
fbem-1139	19	16	trading	trading	NOUN
fbem-1139	19	17	days	day	NOUN
fbem-1139	19	18	every	every	DET
fbem-1139	19	19	friday	friday	PROPN
fbem-1139	19	20	.	.	PUNCT
fbem-1139	20	1	after	after	ADP
fbem-1139	20	2	receiving	receive	VERB
fbem-1139	20	3	the	the	DET
fbem-1139	20	4	benefits	benefit	NOUN
fbem-1139	20	5	,	,	PUNCT
fbem-1139	20	6	the	the	DET
fbem-1139	20	7	total	total	ADJ
fbem-1139	20	8	assets	asset	NOUN
fbem-1139	20	9	of	of	ADP
fbem-1139	20	10	the	the	DET
fbem-1139	20	11	cash	cash	NOUN
fbem-1139	20	12	flow	flow	NOUN
fbem-1139	20	13	as	as	ADP
fbem-1139	20	14	of	of	ADP
fbem-1139	20	15	the	the	DET
fbem-1139	20	16	trading	trading	NOUN
fbem-1139	20	17	day	day	NOUN
fbem-1139	20	18	are	be	AUX
fbem-1139	20	19	obtained	obtain	VERB
fbem-1139	20	20	by	by	ADP
fbem-1139	20	21	deducting	deduct	VERB
fbem-1139	20	22	the	the	DET
fbem-1139	20	23	commission	commission	NOUN
fbem-1139	20	24	to	to	PART
fbem-1139	20	25	be	be	AUX
fbem-1139	20	26	paid	pay	VERB
fbem-1139	20	27	.	.	PUNCT
fbem-1139	21	1	however	however	ADV
fbem-1139	21	2	,	,	PUNCT
fbem-1139	21	3	the	the	DET
fbem-1139	21	4	model	model	NOUN
fbem-1139	21	5	ignores	ignore	VERB
fbem-1139	21	6	the	the	DET
fbem-1139	21	7	impact	impact	NOUN
fbem-1139	21	8	of	of	ADP
fbem-1139	21	9	bitcoin	bitcoin	ADJ
fbem-1139	21	10	mining	mining	NOUN
fbem-1139	21	11	with	with	ADP
fbem-1139	21	12	different	different	ADJ
fbem-1139	21	13	software	software	NOUN
fbem-1139	21	14	and	and	CCONJ
fbem-1139	21	15	the	the	DET
fbem-1139	21	16	fact	fact	NOUN
fbem-1139	21	17	that	that	SCONJ
fbem-1139	21	18	gold	gold	NOUN
fbem-1139	21	19	and	and	CCONJ
fbem-1139	21	20	bitcoin	bitcoin	NOUN
fbem-1139	21	21	are	be	AUX
fbem-1139	21	22	not	not	PART
fbem-1139	21	23	fixed	fix	VERB
fbem-1139	21	24	on	on	ADP
fbem-1139	21	25	the	the	DET
fbem-1139	21	26	same	same	ADJ
fbem-1139	21	27	trading	trading	NOUN
fbem-1139	21	28	day	day	NOUN
fbem-1139	21	29	,	,	PUNCT
fbem-1139	21	30	so	so	SCONJ
fbem-1139	21	31	there	there	PRON
fbem-1139	21	32	will	will	AUX
fbem-1139	21	33	be	be	AUX
fbem-1139	21	34	errors	error	NOUN
fbem-1139	21	35	.	.	PUNCT
fbem-1139	22	1	keywords	keyword	NOUN
fbem-1139	22	2	:	:	PUNCT
fbem-1139	22	3	lstm	lstm	ADJ
fbem-1139	22	4	,	,	PUNCT
fbem-1139	22	5	dynamic	dynamic	ADJ
fbem-1139	22	6	programing	programing	NOUN
fbem-1139	22	7	,	,	PUNCT
fbem-1139	22	8	the	the	DET
fbem-1139	22	9	score	score	NOUN
fbem-1139	22	10	of	of	ADP
fbem-1139	22	11	buying	buying	NOUN
fbem-1139	22	12	.	.	PUNCT
fbem-1139	23	1	1	1	X
fbem-1139	23	2	.	.	X
fbem-1139	23	3	introduction	introduction	NOUN
fbem-1139	23	4	in	in	ADP
fbem-1139	23	5	order	order	NOUN
fbem-1139	23	6	to	to	PART
fbem-1139	23	7	indicate	indicate	VERB
fbem-1139	23	8	the	the	DET
fbem-1139	23	9	choice	choice	NOUN
fbem-1139	23	10	between	between	ADP
fbem-1139	23	11	bitcoin	bitcoin	NOUN
fbem-1139	23	12	and	and	CCONJ
fbem-1139	23	13	gold	gold	NOUN
fbem-1139	23	14	,	,	PUNCT
fbem-1139	23	15	the	the	DET
fbem-1139	23	16	following	follow	VERB
fbem-1139	23	17	background	background	NOUN
fbem-1139	23	18	is	be	AUX
fbem-1139	23	19	worth	worth	ADJ
fbem-1139	23	20	mentioning	mention	VERB
fbem-1139	23	21	.	.	PUNCT
fbem-1139	24	1	1.1	1.1	NUM
fbem-1139	24	2	.	.	PUNCT
fbem-1139	25	1	development	development	NOUN
fbem-1139	25	2	history	history	NOUN
fbem-1139	25	3	1.1.1	1.1.1	NUM
fbem-1139	25	4	.	.	PUNCT
fbem-1139	26	1	the	the	DET
fbem-1139	26	2	bitcoin	bitcoin	NOUN
fbem-1139	26	3	the	the	DET
fbem-1139	26	4	concept	concept	NOUN
fbem-1139	26	5	of	of	ADP
fbem-1139	26	6	bitcoin	bitcoin	NOUN
fbem-1139	26	7	was	be	AUX
fbem-1139	26	8	put	put	VERB
fbem-1139	26	9	forward	forward	ADV
fbem-1139	26	10	in	in	ADP
fbem-1139	26	11	2009	2009	NUM
fbem-1139	26	12	.	.	PUNCT
fbem-1139	27	1	after	after	ADP
fbem-1139	27	2	publicly	publicly	ADV
fbem-1139	27	3	providing	provide	VERB
fbem-1139	27	4	the	the	DET
fbem-1139	27	5	computing	computing	NOUN
fbem-1139	27	6	program	program	NOUN
fbem-1139	27	7	of	of	ADP
fbem-1139	27	8	bitcoin	bitcoin	NOUN
fbem-1139	27	9	,	,	PUNCT
fbem-1139	27	10	it	it	PRON
fbem-1139	27	11	has	have	AUX
fbem-1139	27	12	been	be	AUX
fbem-1139	27	13	pursued	pursue	VERB
fbem-1139	27	14	by	by	ADP
fbem-1139	27	15	many	many	ADJ
fbem-1139	27	16	computer	computer	NOUN
fbem-1139	27	17	enthusiasts	enthusiast	NOUN
fbem-1139	27	18	.	.	PUNCT
fbem-1139	28	1	bitcoin	bitcoin	PROPN
fbem-1139	28	2	is	be	AUX
fbem-1139	28	3	a	a	DET
fbem-1139	28	4	computing	compute	VERB
fbem-1139	28	5	program	program	NOUN
fbem-1139	28	6	based	base	VERB
fbem-1139	28	7	on	on	ADP
fbem-1139	28	8	computer	computer	NOUN
fbem-1139	28	9	hardware	hardware	NOUN
fbem-1139	28	10	,	,	PUNCT
fbem-1139	28	11	which	which	PRON
fbem-1139	28	12	is	be	AUX
fbem-1139	28	13	determined	determine	VERB
fbem-1139	28	14	by	by	ADP
fbem-1139	28	15	evaluating	evaluate	VERB
fbem-1139	28	16	the	the	DET
fbem-1139	28	17	ratio	ratio	NOUN
fbem-1139	28	18	of	of	ADP
fbem-1139	28	19	the	the	DET
fbem-1139	28	20	contribution	contribution	NOUN
fbem-1139	28	21	of	of	ADP
fbem-1139	28	22	miners	miner	NOUN
fbem-1139	28	23	to	to	ADP
fbem-1139	28	24	the	the	DET
fbem-1139	28	25	contribution	contribution	NOUN
fbem-1139	28	26	of	of	ADP
fbem-1139	28	27	all	all	DET
fbem-1139	28	28	miners	miner	NOUN
fbem-1139	28	29	compared	compare	VERB
fbem-1139	28	30	with	with	ADP
fbem-1139	28	31	the	the	DET
fbem-1139	28	32	contribution	contribution	NOUN
fbem-1139	28	33	of	of	ADP
fbem-1139	28	34	bitcoin	bitcoin	NOUN
fbem-1139	28	35	manufacturing	manufacturing	NOUN
fbem-1139	28	36	in	in	ADP
fbem-1139	28	37	a	a	DET
fbem-1139	28	38	certain	certain	ADJ
fbem-1139	28	39	period	period	NOUN
fbem-1139	28	40	of	of	ADP
fbem-1139	28	41	time	time	NOUN
fbem-1139	28	42	.	.	PUNCT
fbem-1139	29	1	1.1.2	1.1.2	X
fbem-1139	29	2	.	.	PUNCT
fbem-1139	30	1	the	the	DET
fbem-1139	30	2	gold	gold	NOUN
fbem-1139	30	3	gold	gold	NOUN
fbem-1139	30	4	trading	trading	NOUN
fbem-1139	30	5	is	be	AUX
fbem-1139	30	6	the	the	DET
fbem-1139	30	7	trading	trading	NOUN
fbem-1139	30	8	method	method	NOUN
fbem-1139	30	9	with	with	ADP
fbem-1139	30	10	the	the	DET
fbem-1139	30	11	lightest	light	ADJ
fbem-1139	30	12	tax	tax	NOUN
fbem-1139	30	13	burden	burden	NOUN
fbem-1139	30	14	in	in	ADP
fbem-1139	30	15	the	the	DET
fbem-1139	30	16	world	world	NOUN
fbem-1139	30	17	.	.	PUNCT
fbem-1139	31	1	if	if	SCONJ
fbem-1139	31	2	there	there	PRON
fbem-1139	31	3	are	be	VERB
fbem-1139	31	4	gold	gold	ADJ
fbem-1139	31	5	trading	trading	NOUN
fbem-1139	31	6	businesses	business	NOUN
fbem-1139	31	7	in	in	ADP
fbem-1139	31	8	commodity	commodity	NOUN
fbem-1139	31	9	exchanges	exchange	NOUN
fbem-1139	31	10	,	,	PUNCT
fbem-1139	31	11	represented	represent	VERB
fbem-1139	31	12	by	by	ADP
fbem-1139	31	13	the	the	DET
fbem-1139	31	14	new	new	PROPN
fbem-1139	31	15	york	york	PROPN
fbem-1139	31	16	mercantile	mercantile	PROPN
fbem-1139	31	17	exchange	exchange	PROPN
fbem-1139	31	18	(	(	PUNCT
fbem-1139	31	19	comex	comex	PROPN
fbem-1139	31	20	)	)	PUNCT
fbem-1139	31	21	and	and	CCONJ
fbem-1139	31	22	chicago	chicago	PROPN
fbem-1139	31	23	mercantile	mercantile	PROPN
fbem-1139	31	24	exchange	exchange	PROPN
fbem-1139	31	25	(	(	PUNCT
fbem-1139	31	26	imm	imm	PROPN
fbem-1139	31	27	)	)	PUNCT
fbem-1139	31	28	,	,	PUNCT
fbem-1139	31	29	it	it	PRON
fbem-1139	31	30	can	can	AUX
fbem-1139	31	31	be	be	AUX
fbem-1139	31	32	called	call	VERB
fbem-1139	31	33	american	american	ADJ
fbem-1139	31	34	gold	gold	NOUN
fbem-1139	31	35	trading	trading	NOUN
fbem-1139	31	36	.	.	PUNCT
fbem-1139	32	1	1.2	1.2	NUM
fbem-1139	32	2	.	.	PUNCT
fbem-1139	32	3	income	income	NOUN
fbem-1139	32	4	mode	mode	PROPN
fbem-1139	32	5	1.2.1	1.2.1	NUM
fbem-1139	32	6	.	.	PUNCT
fbem-1139	33	1	the	the	DET
fbem-1139	33	2	bitcoin	bitcoin	NOUN
fbem-1139	33	3	in	in	ADP
fbem-1139	33	4	terms	term	NOUN
fbem-1139	33	5	of	of	ADP
fbem-1139	33	6	current	current	ADJ
fbem-1139	33	7	development	development	NOUN
fbem-1139	33	8	,	,	PUNCT
fbem-1139	33	9	bitcoin	bitcoin	PROPN
fbem-1139	33	10	's	's	PART
fbem-1139	33	11	revenue	revenue	NOUN
fbem-1139	33	12	modes	mode	NOUN
fbem-1139	33	13	are	be	AUX
fbem-1139	33	14	divided	divide	VERB
fbem-1139	33	15	into	into	ADP
fbem-1139	33	16	the	the	DET
fbem-1139	33	17	following	follow	VERB
fbem-1139	33	18	five	five	NUM
fbem-1139	33	19	types	type	NOUN
fbem-1139	33	20	:	:	PUNCT
fbem-1139	33	21	pps	pps	PROPN
fbem-1139	33	22	/	/	SYM
fbem-1139	33	23	pplns	pplns	PROPN
fbem-1139	33	24	/	/	SYM
fbem-1139	33	25	pps	pps	NOUN
fbem-1139	33	26	+	+	CCONJ
fbem-1139	33	27	/	/	SYM
fbem-1139	33	28	fpps	fpp	NOUN
fbem-1139	33	29	and	and	CCONJ
fbem-1139	33	30	solo	solo	NOUN
fbem-1139	33	31	.	.	PUNCT
fbem-1139	34	1	pps	pps	PROPN
fbem-1139	34	2	the	the	DET
fbem-1139	34	3	pps	pps	PROPN
fbem-1139	34	4	mode	mode	NOUN
fbem-1139	34	5	is	be	AUX
fbem-1139	34	6	calculated	calculate	VERB
fbem-1139	34	7	according	accord	VERB
fbem-1139	34	8	to	to	ADP
fbem-1139	34	9	the	the	DET
fbem-1139	34	10	effective	effective	ADJ
fbem-1139	34	11	workload	workload	NOUN
fbem-1139	34	12	submitted	submit	VERB
fbem-1139	34	13	by	by	ADP
fbem-1139	34	14	the	the	DET
fbem-1139	34	15	miner	miner	NOUN
fbem-1139	34	16	in	in	ADP
fbem-1139	34	17	hand	hand	NOUN
fbem-1139	34	18	.	.	PUNCT
fbem-1139	35	1	the	the	DET
fbem-1139	35	2	calculation	calculation	NOUN
fbem-1139	35	3	formula	formula	NOUN
fbem-1139	35	4	is	be	AUX
fbem-1139	35	5	:	:	PUNCT
fbem-1139	35	6	revenue	revenue	NOUN
fbem-1139	35	7	=	=	PUNCT
fbem-1139	35	8	block	block	NOUN
fbem-1139	35	9	reward	reward	NOUN
fbem-1139	35	10	*	*	PUNCT
fbem-1139	35	11	workload	workload	NOUN
fbem-1139	35	12	/	/	SYM
fbem-1139	35	13	current	current	ADJ
fbem-1139	35	14	network	network	NOUN
fbem-1139	35	15	difficulty	difficulty	NOUN
fbem-1139	35	16	.	.	PUNCT
fbem-1139	36	1	in	in	ADP
fbem-1139	36	2	essence	essence	NOUN
fbem-1139	36	3	,	,	PUNCT
fbem-1139	36	4	the	the	DET
fbem-1139	36	5	computational	computational	ADJ
fbem-1139	36	6	power	power	NOUN
fbem-1139	36	7	is	be	AUX
fbem-1139	36	8	sold	sell	VERB
fbem-1139	36	9	to	to	ADP
fbem-1139	36	10	the	the	DET
fbem-1139	36	11	ore	ore	NOUN
fbem-1139	36	12	pool	pool	NOUN
fbem-1139	36	13	.	.	PUNCT
fbem-1139	37	1	no	no	ADV
fbem-1139	37	2	matter	matter	ADV
fbem-1139	37	3	whether	whether	SCONJ
fbem-1139	37	4	the	the	DET
fbem-1139	37	5	ore	ore	NOUN
fbem-1139	37	6	pool	pool	NOUN
fbem-1139	37	7	can	can	AUX
fbem-1139	37	8	dig	dig	VERB
fbem-1139	37	9	blocks	block	NOUN
fbem-1139	37	10	or	or	CCONJ
fbem-1139	37	11	not	not	PART
fbem-1139	37	12	,	,	PUNCT
fbem-1139	37	13	it	it	PRON
fbem-1139	37	14	will	will	AUX
fbem-1139	37	15	pay	pay	VERB
fbem-1139	37	16	some	some	DET
fbem-1139	37	17	theoretical	theoretical	ADJ
fbem-1139	37	18	income	income	NOUN
fbem-1139	37	19	.	.	PUNCT
fbem-1139	38	1	pps	pps	PROPN
fbem-1139	38	2	mode	mode	PROPN
fbem-1139	38	3	is	be	AUX
fbem-1139	38	4	the	the	DET
fbem-1139	38	5	mode	mode	NOUN
fbem-1139	38	6	most	most	ADJ
fbem-1139	38	7	people	people	NOUN
fbem-1139	38	8	choose	choose	VERB
fbem-1139	38	9	,	,	PUNCT
fbem-1139	38	10	and	and	CCONJ
fbem-1139	38	11	the	the	DET
fbem-1139	38	12	income	income	NOUN
fbem-1139	38	13	is	be	AUX
fbem-1139	38	14	stable	stable	ADJ
fbem-1139	38	15	.	.	PUNCT
fbem-1139	39	1	pplns	pplns	PROPN
fbem-1139	39	2	pplns	pplns	PROPN
fbem-1139	39	3	mode	mode	NOUN
fbem-1139	39	4	is	be	AUX
fbem-1139	39	5	to	to	PART
fbem-1139	39	6	pay	pay	VERB
fbem-1139	39	7	the	the	DET
fbem-1139	39	8	income	income	NOUN
fbem-1139	39	9	according	accord	VERB
fbem-1139	39	10	to	to	ADP
fbem-1139	39	11	the	the	DET
fbem-1139	39	12	past	past	ADJ
fbem-1139	39	13	n	n	CCONJ
fbem-1139	39	14	shares	share	NOUN
fbem-1139	39	15	,	,	PUNCT
fbem-1139	39	16	and	and	CCONJ
fbem-1139	39	17	we	we	PRON
fbem-1139	39	18	say	say	VERB
fbem-1139	39	19	that	that	SCONJ
fbem-1139	39	20	the	the	DET
fbem-1139	39	21	currency	currency	NOUN
fbem-1139	39	22	of	of	ADP
fbem-1139	39	23	the	the	DET
fbem-1139	39	24	block	block	NOUN
fbem-1139	39	25	is	be	AUX
fbem-1139	39	26	allocated	allocate	VERB
fbem-1139	39	27	according	accord	VERB
fbem-1139	39	28	to	to	ADP
fbem-1139	39	29	the	the	DET
fbem-1139	39	30	number	number	NOUN
fbem-1139	39	31	of	of	ADP
fbem-1139	39	32	shares	share	NOUN
fbem-1139	39	33	contributed	contribute	VERB
fbem-1139	39	34	by	by	ADP
fbem-1139	39	35	each	each	DET
fbem-1139	39	36	person	person	NOUN
fbem-1139	39	37	.	.	PUNCT
fbem-1139	40	1	in	in	ADP
fbem-1139	40	2	pplns	pplns	PROPN
fbem-1139	40	3	mode	mode	NOUN
fbem-1139	40	4	,	,	PUNCT
fbem-1139	40	5	the	the	DET
fbem-1139	40	6	element	element	NOUN
fbem-1139	40	7	of	of	ADP
fbem-1139	40	8	luck	luck	NOUN
fbem-1139	40	9	is	be	AUX
fbem-1139	40	10	very	very	ADV
fbem-1139	40	11	important	important	ADJ
fbem-1139	40	12	.	.	PUNCT
fbem-1139	41	1	if	if	SCONJ
fbem-1139	41	2	multiple	multiple	ADJ
fbem-1139	41	3	blocks	block	NOUN
fbem-1139	41	4	can	can	AUX
fbem-1139	41	5	be	be	AUX
fbem-1139	41	6	found	find	VERB
fbem-1139	41	7	in	in	ADP
fbem-1139	41	8	the	the	DET
fbem-1139	41	9	mine	mine	ADJ
fbem-1139	41	10	pool	pool	NOUN
fbem-1139	41	11	one	one	NUM
fbem-1139	41	12	day	day	NOUN
fbem-1139	41	13	,	,	PUNCT
fbem-1139	41	14	everyone	everyone	PRON
fbem-1139	41	15	can	can	AUX
fbem-1139	41	16	receive	receive	VERB
fbem-1139	41	17	a	a	DET
fbem-1139	41	18	lot	lot	NOUN
fbem-1139	41	19	of	of	ADP
fbem-1139	41	20	dividends	dividend	NOUN
fbem-1139	41	21	.	.	PUNCT
fbem-1139	42	1	on	on	ADP
fbem-1139	42	2	the	the	DET
fbem-1139	42	3	contrary	contrary	NOUN
fbem-1139	42	4	,	,	PUNCT
fbem-1139	42	5	there	there	PRON
fbem-1139	42	6	is	be	VERB
fbem-1139	42	7	no	no	DET
fbem-1139	42	8	benefit	benefit	NOUN
fbem-1139	42	9	.	.	PUNCT
fbem-1139	43	1	pps+	pps+	PROPN
fbem-1139	43	2	pps	pps	PROPN
fbem-1139	43	3	mode	mode	PROPN
fbem-1139	43	4	and	and	CCONJ
fbem-1139	43	5	pplns	pplns	PROPN
fbem-1139	43	6	mode	mode	NOUN
fbem-1139	43	7	are	be	AUX
fbem-1139	43	8	combined	combine	VERB
fbem-1139	43	9	to	to	PART
fbem-1139	43	10	conduct	conduct	VERB
fbem-1139	43	11	pps	pps	NOUN
fbem-1139	43	12	settlement	settlement	NOUN
fbem-1139	43	13	for	for	ADP
fbem-1139	43	14	the	the	DET
fbem-1139	43	15	procedures	procedure	NOUN
fbem-1139	43	16	of	of	ADP
fbem-1139	43	17	bitcoin	bitcoin	NOUN
fbem-1139	43	18	burst	burst	NOUN
fbem-1139	43	19	,	,	PUNCT
fbem-1139	43	20	and	and	CCONJ
fbem-1139	43	21	the	the	DET
fbem-1139	43	22	transaction	transaction	NOUN
fbem-1139	43	23	handling	handling	NOUN
fbem-1139	43	24	fee	fee	NOUN
fbem-1139	43	25	is	be	AUX
fbem-1139	43	26	calculated	calculate	VERB
fbem-1139	43	27	according	accord	VERB
fbem-1139	43	28	to	to	ADP
fbem-1139	43	29	pplns	pplns	PROPN
fbem-1139	43	30	mode	mode	NOUN
fbem-1139	43	31	.	.	PUNCT
fbem-1139	44	1	fpps	fpps	PROPN
fbem-1139	44	2	it	it	PRON
fbem-1139	44	3	refers	refer	VERB
fbem-1139	44	4	to	to	ADP
fbem-1139	44	5	complete	complete	VERB
fbem-1139	44	6	pps	pps	PROPN
fbem-1139	44	7	,	,	PUNCT
fbem-1139	44	8	and	and	CCONJ
fbem-1139	44	9	the	the	DET
fbem-1139	44	10	theoretical	theoretical	ADJ
fbem-1139	44	11	transaction	transaction	NOUN
fbem-1139	44	12	fee	fee	NOUN
fbem-1139	44	13	income	income	NOUN
fbem-1139	44	14	in	in	ADP
fbem-1139	44	15	this	this	DET
fbem-1139	44	16	process	process	NOUN
fbem-1139	44	17	is	be	AUX
fbem-1139	44	18	settled	settle	VERB
fbem-1139	44	19	according	accord	VERB
fbem-1139	44	20	to	to	ADP
fbem-1139	44	21	pps	pps	PROPN
fbem-1139	44	22	.	.	PROPN
fbem-1139	45	1	solo	solo	PROPN
fbem-1139	45	2	it	it	PRON
fbem-1139	45	3	means	mean	VERB
fbem-1139	45	4	that	that	SCONJ
fbem-1139	45	5	miners	miner	NOUN
fbem-1139	45	6	dig	dig	VERB
fbem-1139	45	7	independently	independently	ADV
fbem-1139	45	8	.	.	PUNCT
fbem-1139	46	1	if	if	SCONJ
fbem-1139	46	2	the	the	DET
fbem-1139	46	3	block	block	NOUN
fbem-1139	46	4	explodes	explode	VERB
fbem-1139	46	5	,	,	PUNCT
fbem-1139	46	6	the	the	DET
fbem-1139	46	7	miner	miner	NOUN
fbem-1139	46	8	will	will	AUX
fbem-1139	46	9	be	be	AUX
fbem-1139	46	10	rewarded	reward	VERB
fbem-1139	46	11	with	with	ADP
fbem-1139	46	12	all	all	DET
fbem-1139	46	13	the	the	DET
fbem-1139	46	14	blocks	block	NOUN
fbem-1139	46	15	(	(	PUNCT
fbem-1139	46	16	after	after	ADP
fbem-1139	46	17	deducting	deduct	VERB
fbem-1139	46	18	the	the	DET
fbem-1139	46	19	mining	mining	NOUN
fbem-1139	46	20	fee	fee	NOUN
fbem-1139	46	21	of	of	ADP
fbem-1139	46	22	the	the	DET
fbem-1139	46	23	ore	ore	NOUN
fbem-1139	46	24	pool	pool	NOUN
fbem-1139	46	25	)	)	PUNCT
fbem-1139	46	26	.	.	PUNCT
fbem-1139	47	1	if	if	SCONJ
fbem-1139	47	2	there	there	PRON
fbem-1139	47	3	is	be	VERB
fbem-1139	47	4	no	no	DET
fbem-1139	47	5	explosion	explosion	NOUN
fbem-1139	47	6	,	,	PUNCT
fbem-1139	47	7	there	there	PRON
fbem-1139	47	8	will	will	AUX
fbem-1139	47	9	be	be	AUX
fbem-1139	47	10	no	no	DET
fbem-1139	47	11	profit	profit	NOUN
fbem-1139	47	12	.	.	PUNCT
fbem-1139	48	1	1.2.2	1.2.2	X
fbem-1139	48	2	.	.	PUNCT
fbem-1139	49	1	the	the	DET
fbem-1139	49	2	gold	gold	NOUN
fbem-1139	49	3	the	the	DET
fbem-1139	49	4	profit	profit	NOUN
fbem-1139	49	5	model	model	NOUN
fbem-1139	49	6	of	of	ADP
fbem-1139	49	7	gold	gold	NOUN
fbem-1139	49	8	is	be	AUX
fbem-1139	49	9	relatively	relatively	ADV
fbem-1139	49	10	simple	simple	ADJ
fbem-1139	49	11	,	,	PUNCT
fbem-1139	49	12	which	which	PRON
fbem-1139	49	13	is	be	AUX
fbem-1139	49	14	mainly	mainly	ADV
fbem-1139	49	15	divided	divide	VERB
fbem-1139	49	16	into	into	ADP
fbem-1139	49	17	long	long	ADJ
fbem-1139	49	18	-	-	PUNCT
fbem-1139	49	19	term	term	NOUN
fbem-1139	49	20	operation	operation	NOUN
fbem-1139	49	21	,	,	PUNCT
fbem-1139	49	22	medium	medium	ADJ
fbem-1139	49	23	-	-	PUNCT
fbem-1139	49	24	term	term	NOUN
fbem-1139	49	25	operation	operation	NOUN
fbem-1139	49	26	and	and	CCONJ
fbem-1139	49	27	short	short	ADJ
fbem-1139	49	28	-	-	PUNCT
fbem-1139	49	29	term	term	NOUN
fbem-1139	49	30	operation	operation	NOUN
fbem-1139	49	31	.	.	PUNCT
fbem-1139	50	1	73	73	NUM
fbem-1139	50	2	long	long	ADJ
fbem-1139	50	3	line	line	NOUN
fbem-1139	50	4	operation	operation	NOUN
fbem-1139	50	5	for	for	ADP
fbem-1139	50	6	gold	gold	NOUN
fbem-1139	50	7	,	,	PUNCT
fbem-1139	50	8	a	a	DET
fbem-1139	50	9	precious	precious	ADJ
fbem-1139	50	10	metal	metal	NOUN
fbem-1139	50	11	with	with	ADP
fbem-1139	50	12	large	large	ADJ
fbem-1139	50	13	price	price	NOUN
fbem-1139	50	14	fluctuation	fluctuation	NOUN
fbem-1139	50	15	,	,	PUNCT
fbem-1139	50	16	the	the	DET
fbem-1139	50	17	profit	profit	NOUN
fbem-1139	50	18	model	model	NOUN
fbem-1139	50	19	of	of	ADP
fbem-1139	50	20	long	long	ADJ
fbem-1139	50	21	-	-	PUNCT
fbem-1139	50	22	term	term	NOUN
fbem-1139	50	23	operation	operation	NOUN
fbem-1139	50	24	is	be	AUX
fbem-1139	50	25	generally	generally	ADV
fbem-1139	50	26	not	not	PART
fbem-1139	50	27	adopted	adopt	VERB
fbem-1139	50	28	.	.	PUNCT
fbem-1139	51	1	the	the	DET
fbem-1139	51	2	risk	risk	NOUN
fbem-1139	51	3	of	of	ADP
fbem-1139	51	4	investment	investment	NOUN
fbem-1139	51	5	is	be	AUX
fbem-1139	51	6	high	high	ADJ
fbem-1139	51	7	.	.	PUNCT
fbem-1139	52	1	midline	midline	NOUN
fbem-1139	52	2	operation	operation	NOUN
fbem-1139	52	3	a	a	DET
fbem-1139	52	4	middle	middle	ADJ
fbem-1139	52	5	line	line	NOUN
fbem-1139	52	6	can	can	AUX
fbem-1139	52	7	have	have	VERB
fbem-1139	52	8	a	a	DET
fbem-1139	52	9	position	position	NOUN
fbem-1139	52	10	of	of	ADP
fbem-1139	52	11	5	5	NUM
fbem-1139	52	12	%	%	NOUN
fbem-1139	52	13	.	.	PUNCT
fbem-1139	53	1	calculated	calculate	VERB
fbem-1139	53	2	according	accord	VERB
fbem-1139	53	3	to	to	ADP
fbem-1139	53	4	the	the	DET
fbem-1139	53	5	current	current	ADJ
fbem-1139	53	6	gold	gold	NOUN
fbem-1139	53	7	market	market	NOUN
fbem-1139	53	8	,	,	PUNCT
fbem-1139	53	9	you	you	PRON
fbem-1139	53	10	can	can	AUX
fbem-1139	53	11	harvest	harvest	VERB
fbem-1139	53	12	a	a	DET
fbem-1139	53	13	certain	certain	ADJ
fbem-1139	53	14	amount	amount	NOUN
fbem-1139	53	15	of	of	ADP
fbem-1139	53	16	funds	fund	NOUN
fbem-1139	53	17	during	during	ADP
fbem-1139	53	18	each	each	DET
fbem-1139	53	19	middle	middle	ADJ
fbem-1139	53	20	line	line	NOUN
fbem-1139	53	21	operation	operation	NOUN
fbem-1139	53	22	.	.	PUNCT
fbem-1139	54	1	short	short	ADJ
fbem-1139	54	2	term	term	NOUN
fbem-1139	54	3	operation	operation	NOUN
fbem-1139	54	4	as	as	ADP
fbem-1139	54	5	the	the	DET
fbem-1139	54	6	average	average	ADJ
fbem-1139	54	7	fluctuation	fluctuation	NOUN
fbem-1139	54	8	of	of	ADP
fbem-1139	54	9	gold	gold	NOUN
fbem-1139	54	10	is	be	AUX
fbem-1139	54	11	between	between	ADP
fbem-1139	54	12	$	$	SYM
fbem-1139	54	13	10	10	NUM
fbem-1139	54	14	-	-	SYM
fbem-1139	54	15	20	20	NUM
fbem-1139	54	16	,	,	PUNCT
fbem-1139	54	17	there	there	PRON
fbem-1139	54	18	is	be	VERB
fbem-1139	54	19	a	a	DET
fbem-1139	54	20	large	large	ADJ
fbem-1139	54	21	profit	profit	NOUN
fbem-1139	54	22	space	space	NOUN
fbem-1139	54	23	,	,	PUNCT
fbem-1139	54	24	and	and	CCONJ
fbem-1139	54	25	the	the	DET
fbem-1139	54	26	trend	trend	NOUN
fbem-1139	54	27	is	be	AUX
fbem-1139	54	28	difficult	difficult	ADJ
fbem-1139	54	29	to	to	PART
fbem-1139	54	30	be	be	AUX
fbem-1139	54	31	artificially	artificially	ADV
fbem-1139	54	32	controlled	control	VERB
fbem-1139	54	33	.	.	PUNCT
fbem-1139	55	1	you	you	PRON
fbem-1139	55	2	can	can	AUX
fbem-1139	55	3	combine	combine	VERB
fbem-1139	55	4	the	the	DET
fbem-1139	55	5	resistance	resistance	NOUN
fbem-1139	55	6	level	level	NOUN
fbem-1139	55	7	and	and	CCONJ
fbem-1139	55	8	support	support	NOUN
fbem-1139	55	9	level	level	NOUN
fbem-1139	55	10	of	of	ADP
fbem-1139	55	11	gold	gold	NOUN
fbem-1139	55	12	for	for	ADP
fbem-1139	55	13	intraday	intraday	NOUN
fbem-1139	55	14	operation	operation	NOUN
fbem-1139	55	15	to	to	PART
fbem-1139	55	16	control	control	VERB
fbem-1139	55	17	the	the	DET
fbem-1139	55	18	position	position	NOUN
fbem-1139	55	19	.	.	PUNCT
fbem-1139	56	1	1.3	1.3	NUM
fbem-1139	56	2	.	.	PUNCT
fbem-1139	57	1	development	development	NOUN
fbem-1139	57	2	space	space	PROPN
fbem-1139	57	3	1.3.1	1.3.1	NUM
fbem-1139	57	4	.	.	PUNCT
fbem-1139	58	1	the	the	DET
fbem-1139	58	2	bitcoin	bitcoin	ADJ
fbem-1139	58	3	economists	economist	NOUN
fbem-1139	58	4	hold	hold	VERB
fbem-1139	58	5	different	different	ADJ
fbem-1139	58	6	opinions	opinion	NOUN
fbem-1139	58	7	on	on	ADP
fbem-1139	58	8	the	the	DET
fbem-1139	58	9	development	development	NOUN
fbem-1139	58	10	of	of	ADP
fbem-1139	58	11	bitcoin	bitcoin	NOUN
fbem-1139	58	12	.	.	PUNCT
fbem-1139	59	1	bitcoin	bitcoin	PROPN
fbem-1139	59	2	will	will	AUX
fbem-1139	59	3	face	face	VERB
fbem-1139	59	4	many	many	ADJ
fbem-1139	59	5	difficulties	difficulty	NOUN
fbem-1139	59	6	while	while	SCONJ
fbem-1139	59	7	realizing	realize	VERB
fbem-1139	59	8	the	the	DET
fbem-1139	59	9	vital	vital	ADJ
fbem-1139	59	10	means	mean	NOUN
fbem-1139	59	11	of	of	ADP
fbem-1139	59	12	"	"	PUNCT
fbem-1139	59	13	circulation	circulation	NOUN
fbem-1139	59	14	"	"	PUNCT
fbem-1139	59	15	.	.	PUNCT
fbem-1139	60	1	and	and	CCONJ
fbem-1139	60	2	according	accord	VERB
fbem-1139	60	3	to	to	ADP
fbem-1139	60	4	the	the	DET
fbem-1139	60	5	initial	initial	ADJ
fbem-1139	60	6	program	program	NOUN
fbem-1139	60	7	setting	setting	NOUN
fbem-1139	60	8	,	,	PUNCT
fbem-1139	60	9	the	the	DET
fbem-1139	60	10	total	total	ADJ
fbem-1139	60	11	amount	amount	NOUN
fbem-1139	60	12	of	of	ADP
fbem-1139	60	13	bitcoin	bitcoin	NOUN
fbem-1139	60	14	is	be	AUX
fbem-1139	60	15	21	21	NUM
fbem-1139	60	16	million	million	NUM
fbem-1139	60	17	.	.	PUNCT
fbem-1139	61	1	with	with	ADP
fbem-1139	61	2	the	the	DET
fbem-1139	61	3	increase	increase	NOUN
fbem-1139	61	4	of	of	ADP
fbem-1139	61	5	the	the	DET
fbem-1139	61	6	number	number	NOUN
fbem-1139	61	7	of	of	ADP
fbem-1139	61	8	miners	miner	NOUN
fbem-1139	61	9	,	,	PUNCT
fbem-1139	61	10	the	the	DET
fbem-1139	61	11	output	output	NOUN
fbem-1139	61	12	efficiency	efficiency	NOUN
fbem-1139	61	13	of	of	ADP
fbem-1139	61	14	bitcoin	bitcoin	NOUN
fbem-1139	61	15	will	will	AUX
fbem-1139	61	16	be	be	AUX
fbem-1139	61	17	reduced	reduce	VERB
fbem-1139	61	18	,	,	PUNCT
fbem-1139	61	19	and	and	CCONJ
fbem-1139	61	20	it	it	PRON
fbem-1139	61	21	will	will	AUX
fbem-1139	61	22	be	be	AUX
fbem-1139	61	23	more	more	ADV
fbem-1139	61	24	difficult	difficult	ADJ
fbem-1139	61	25	to	to	PART
fbem-1139	61	26	obtain	obtain	VERB
fbem-1139	61	27	bitcoin	bitcoin	NOUN
fbem-1139	61	28	through	through	ADP
fbem-1139	61	29	mining	mining	NOUN
fbem-1139	61	30	.	.	PUNCT
fbem-1139	62	1	1.3.2	1.3.2	X
fbem-1139	62	2	.	.	PUNCT
fbem-1139	63	1	the	the	DET
fbem-1139	63	2	gold	gold	NOUN
fbem-1139	63	3	the	the	DET
fbem-1139	63	4	development	development	NOUN
fbem-1139	63	5	of	of	ADP
fbem-1139	63	6	gold	gold	NOUN
fbem-1139	63	7	has	have	AUX
fbem-1139	63	8	been	be	AUX
fbem-1139	63	9	greatly	greatly	ADV
fbem-1139	63	10	impacted	impact	VERB
fbem-1139	63	11	by	by	ADP
fbem-1139	63	12	the	the	DET
fbem-1139	63	13	us	us	PROPN
fbem-1139	63	14	dollar	dollar	NOUN
fbem-1139	63	15	,	,	PUNCT
fbem-1139	63	16	but	but	CCONJ
fbem-1139	63	17	the	the	DET
fbem-1139	63	18	development	development	NOUN
fbem-1139	63	19	is	be	AUX
fbem-1139	63	20	relatively	relatively	ADV
fbem-1139	63	21	stable	stable	ADJ
fbem-1139	63	22	and	and	CCONJ
fbem-1139	63	23	the	the	DET
fbem-1139	63	24	tax	tax	NOUN
fbem-1139	63	25	is	be	AUX
fbem-1139	63	26	the	the	DET
fbem-1139	63	27	least	least	ADJ
fbem-1139	63	28	.	.	PUNCT
fbem-1139	64	1	1.4	1.4	NUM
fbem-1139	64	2	.	.	PUNCT
fbem-1139	65	1	influence	influence	NOUN
fbem-1139	65	2	factor	factor	NOUN
fbem-1139	65	3	1.4.1	1.4.1	NUM
fbem-1139	65	4	.	.	PUNCT
fbem-1139	66	1	the	the	DET
fbem-1139	66	2	bitcoin	bitcoin	NOUN
fbem-1139	66	3	compared	compare	VERB
fbem-1139	66	4	with	with	ADP
fbem-1139	66	5	traditional	traditional	ADJ
fbem-1139	66	6	assets	asset	NOUN
fbem-1139	66	7	,	,	PUNCT
fbem-1139	66	8	the	the	DET
fbem-1139	66	9	production	production	NOUN
fbem-1139	66	10	and	and	CCONJ
fbem-1139	66	11	issuance	issuance	NOUN
fbem-1139	66	12	mechanism	mechanism	NOUN
fbem-1139	66	13	of	of	ADP
fbem-1139	66	14	bitcoin	bitcoin	NOUN
fbem-1139	66	15	is	be	AUX
fbem-1139	66	16	very	very	ADV
fbem-1139	66	17	special	special	ADJ
fbem-1139	66	18	.	.	PUNCT
fbem-1139	67	1	the	the	DET
fbem-1139	67	2	price	price	NOUN
fbem-1139	67	3	level	level	NOUN
fbem-1139	67	4	of	of	ADP
fbem-1139	67	5	bitcoin	bitcoin	NOUN
fbem-1139	67	6	is	be	AUX
fbem-1139	67	7	prone	prone	ADJ
fbem-1139	67	8	to	to	ADP
fbem-1139	67	9	huge	huge	ADJ
fbem-1139	67	10	fluctuations	fluctuation	NOUN
fbem-1139	67	11	in	in	ADP
fbem-1139	67	12	a	a	DET
fbem-1139	67	13	short	short	ADJ
fbem-1139	67	14	time	time	NOUN
fbem-1139	67	15	.	.	PUNCT
fbem-1139	68	1	and	and	CCONJ
fbem-1139	68	2	there	there	PRON
fbem-1139	68	3	are	be	VERB
fbem-1139	68	4	many	many	ADJ
fbem-1139	68	5	influencing	influence	VERB
fbem-1139	68	6	factors	factor	NOUN
fbem-1139	68	7	.	.	PUNCT
fbem-1139	69	1	according	accord	VERB
fbem-1139	69	2	to	to	ADP
fbem-1139	69	3	the	the	DET
fbem-1139	69	4	research	research	NOUN
fbem-1139	69	5	results	result	NOUN
fbem-1139	69	6	of	of	ADP
fbem-1139	69	7	researchers	researcher	NOUN
fbem-1139	69	8	on	on	ADP
fbem-1139	69	9	the	the	DET
fbem-1139	69	10	influencing	influence	VERB
fbem-1139	69	11	factors	factor	NOUN
fbem-1139	69	12	of	of	ADP
fbem-1139	69	13	bitcoin	bitcoin	ADJ
fbem-1139	69	14	price	price	NOUN
fbem-1139	69	15	in	in	ADP
fbem-1139	69	16	recent	recent	ADJ
fbem-1139	69	17	years	year	NOUN
fbem-1139	69	18	,	,	PUNCT
fbem-1139	69	19	the	the	DET
fbem-1139	69	20	influencing	influence	VERB
fbem-1139	69	21	factors	factor	NOUN
fbem-1139	69	22	are	be	AUX
fbem-1139	69	23	divided	divide	VERB
fbem-1139	69	24	into	into	ADP
fbem-1139	69	25	self	self	NOUN
fbem-1139	69	26	factors	factor	NOUN
fbem-1139	69	27	and	and	CCONJ
fbem-1139	69	28	macro	macro	ADJ
fbem-1139	69	29	factors	factor	NOUN
fbem-1139	69	30	.	.	PUNCT
fbem-1139	70	1	among	among	ADP
fbem-1139	70	2	them	they	PRON
fbem-1139	70	3	,	,	PUNCT
fbem-1139	70	4	the	the	DET
fbem-1139	70	5	self	self	NOUN
fbem-1139	70	6	factors	factor	NOUN
fbem-1139	70	7	are	be	AUX
fbem-1139	70	8	supply	supply	NOUN
fbem-1139	70	9	-	-	PUNCT
fbem-1139	70	10	demand	demand	NOUN
fbem-1139	70	11	relationship	relationship	NOUN
fbem-1139	70	12	factors	factor	NOUN
fbem-1139	70	13	and	and	CCONJ
fbem-1139	70	14	operation	operation	NOUN
fbem-1139	70	15	efficiency	efficiency	NOUN
fbem-1139	70	16	factors	factor	NOUN
fbem-1139	70	17	,	,	PUNCT
fbem-1139	70	18	and	and	CCONJ
fbem-1139	70	19	the	the	DET
fbem-1139	70	20	macro	macro	ADJ
fbem-1139	70	21	factors	factor	NOUN
fbem-1139	70	22	are	be	AUX
fbem-1139	70	23	financial	financial	ADJ
fbem-1139	70	24	market	market	NOUN
fbem-1139	70	25	conditions	condition	NOUN
fbem-1139	70	26	and	and	CCONJ
fbem-1139	70	27	investment	investment	NOUN
fbem-1139	70	28	attraction	attraction	NOUN
fbem-1139	70	29	.	.	PUNCT
fbem-1139	71	1	1.4.2	1.4.2	X
fbem-1139	71	2	.	.	PUNCT
fbem-1139	72	1	the	the	DET
fbem-1139	72	2	gold	gold	NOUN
fbem-1139	72	3	the	the	DET
fbem-1139	72	4	main	main	ADJ
fbem-1139	72	5	factor	factor	NOUN
fbem-1139	72	6	affecting	affect	VERB
fbem-1139	72	7	the	the	DET
fbem-1139	72	8	price	price	NOUN
fbem-1139	72	9	of	of	ADP
fbem-1139	72	10	gold	gold	NOUN
fbem-1139	72	11	is	be	AUX
fbem-1139	72	12	the	the	DET
fbem-1139	72	13	relationship	relationship	NOUN
fbem-1139	72	14	between	between	ADP
fbem-1139	72	15	supply	supply	NOUN
fbem-1139	72	16	and	and	CCONJ
fbem-1139	72	17	demand	demand	NOUN
fbem-1139	72	18	.	.	PUNCT
fbem-1139	73	1	as	as	ADV
fbem-1139	73	2	long	long	ADV
fbem-1139	73	3	as	as	SCONJ
fbem-1139	73	4	the	the	DET
fbem-1139	73	5	supply	supply	NOUN
fbem-1139	73	6	exceeds	exceed	VERB
fbem-1139	73	7	the	the	DET
fbem-1139	73	8	demand	demand	NOUN
fbem-1139	73	9	,	,	PUNCT
fbem-1139	73	10	the	the	DET
fbem-1139	73	11	price	price	NOUN
fbem-1139	73	12	of	of	ADP
fbem-1139	73	13	gold	gold	NOUN
fbem-1139	73	14	will	will	AUX
fbem-1139	73	15	decrease	decrease	VERB
fbem-1139	73	16	,	,	PUNCT
fbem-1139	73	17	otherwise	otherwise	ADV
fbem-1139	73	18	it	it	PRON
fbem-1139	73	19	will	will	AUX
fbem-1139	73	20	rise	rise	VERB
fbem-1139	73	21	.	.	PUNCT
fbem-1139	74	1	and	and	CCONJ
fbem-1139	74	2	in	in	ADP
fbem-1139	74	3	the	the	DET
fbem-1139	74	4	short	short	ADJ
fbem-1139	74	5	term	term	NOUN
fbem-1139	74	6	,	,	PUNCT
fbem-1139	74	7	if	if	SCONJ
fbem-1139	74	8	the	the	DET
fbem-1139	74	9	selling	selling	NOUN
fbem-1139	74	10	pressure	pressure	NOUN
fbem-1139	74	11	is	be	AUX
fbem-1139	74	12	too	too	ADV
fbem-1139	74	13	large	large	ADJ
fbem-1139	74	14	and	and	CCONJ
fbem-1139	74	15	the	the	DET
fbem-1139	74	16	power	power	NOUN
fbem-1139	74	17	of	of	ADP
fbem-1139	74	18	short	short	ADJ
fbem-1139	74	19	selling	selling	NOUN
fbem-1139	74	20	is	be	AUX
fbem-1139	74	21	concentrated	concentrate	VERB
fbem-1139	74	22	,	,	PUNCT
fbem-1139	74	23	it	it	PRON
fbem-1139	74	24	is	be	AUX
fbem-1139	74	25	easy	easy	ADJ
fbem-1139	74	26	to	to	PART
fbem-1139	74	27	fall	fall	VERB
fbem-1139	74	28	under	under	ADP
fbem-1139	74	29	pressure	pressure	NOUN
fbem-1139	74	30	.	.	PUNCT
fbem-1139	75	1	on	on	ADP
fbem-1139	75	2	the	the	DET
fbem-1139	75	3	contrary	contrary	NOUN
fbem-1139	75	4	,	,	PUNCT
fbem-1139	75	5	it	it	PRON
fbem-1139	75	6	will	will	AUX
fbem-1139	75	7	rebound	rebound	VERB
fbem-1139	75	8	upward	upward	ADV
fbem-1139	75	9	.	.	PUNCT
fbem-1139	76	1	2	2	X
fbem-1139	76	2	.	.	X
fbem-1139	76	3	the	the	DET
fbem-1139	76	4	description	description	NOUN
fbem-1139	76	5	of	of	ADP
fbem-1139	76	6	the	the	DET
fbem-1139	76	7	problem	problem	NOUN
fbem-1139	76	8	2.1	2.1	NUM
fbem-1139	76	9	.	.	PUNCT
fbem-1139	77	1	what	what	PRON
fbem-1139	77	2	are	be	AUX
fbem-1139	77	3	our	our	PRON
fbem-1139	77	4	tasks	task	NOUN
fbem-1139	77	5	？	？	X
fbem-1139	78	1	task1	task1	NOUN
fbem-1139	78	2	:	:	PUNCT
fbem-1139	78	3	the	the	DET
fbem-1139	78	4	best	good	ADJ
fbem-1139	78	5	investment	investment	NOUN
fbem-1139	78	6	strategy	strategy	NOUN
fbem-1139	78	7	is	be	AUX
fbem-1139	78	8	given	give	VERB
fbem-1139	78	9	through	through	ADP
fbem-1139	78	10	the	the	DET
fbem-1139	78	11	established	establish	VERB
fbem-1139	78	12	model	model	NOUN
fbem-1139	78	13	,	,	PUNCT
fbem-1139	78	14	and	and	CCONJ
fbem-1139	78	15	the	the	DET
fbem-1139	78	16	investment	investment	NOUN
fbem-1139	78	17	value	value	NOUN
fbem-1139	78	18	on	on	ADP
fbem-1139	78	19	october	october	PROPN
fbem-1139	78	20	9	9	NUM
fbem-1139	78	21	,	,	PUNCT
fbem-1139	78	22	2021	2021	NUM
fbem-1139	78	23	is	be	AUX
fbem-1139	78	24	calculated	calculate	VERB
fbem-1139	78	25	.	.	PUNCT
fbem-1139	79	1	task2	task2	NOUN
fbem-1139	79	2	:	:	PUNCT
fbem-1139	79	3	the	the	DET
fbem-1139	79	4	best	good	ADJ
fbem-1139	79	5	strategy	strategy	NOUN
fbem-1139	79	6	of	of	ADP
fbem-1139	79	7	the	the	DET
fbem-1139	79	8	model	model	NOUN
fbem-1139	79	9	is	be	AUX
fbem-1139	79	10	proved	prove	VERB
fbem-1139	79	11	.	.	PUNCT
fbem-1139	80	1	task3	task3	NOUN
fbem-1139	80	2	:	:	PUNCT
fbem-1139	80	3	determine	determine	VERB
fbem-1139	80	4	the	the	DET
fbem-1139	80	5	impact	impact	NOUN
fbem-1139	80	6	of	of	ADP
fbem-1139	80	7	transaction	transaction	NOUN
fbem-1139	80	8	costs	cost	NOUN
fbem-1139	80	9	on	on	ADP
fbem-1139	80	10	transaction	transaction	NOUN
fbem-1139	80	11	results	result	NOUN
fbem-1139	80	12	.	.	PUNCT
fbem-1139	81	1	task4	task4	PRON
fbem-1139	81	2	:	:	PUNCT
fbem-1139	81	3	complete	complete	VERB
fbem-1139	81	4	a	a	DET
fbem-1139	81	5	memo	memo	NOUN
fbem-1139	81	6	with	with	ADP
fbem-1139	81	7	strategies	strategy	NOUN
fbem-1139	81	8	,	,	PUNCT
fbem-1139	81	9	models	model	NOUN
fbem-1139	81	10	,	,	PUNCT
fbem-1139	81	11	and	and	CCONJ
fbem-1139	81	12	results	result	NOUN
fbem-1139	81	13	.	.	PUNCT
fbem-1139	82	1	2.2	2.2	NUM
fbem-1139	82	2	.	.	PUNCT
fbem-1139	83	1	how	how	SCONJ
fbem-1139	83	2	do	do	AUX
fbem-1139	83	3	we	we	PRON
fbem-1139	83	4	approximate	approximate	VERB
fbem-1139	83	5	the	the	DET
fbem-1139	83	6	whole	whole	ADJ
fbem-1139	83	7	investment	investment	NOUN
fbem-1139	83	8	process	process	NOUN
fbem-1139	83	9	?	?	PUNCT
fbem-1139	84	1	preprocess	preprocess	NOUN
fbem-1139	84	2	the	the	DET
fbem-1139	84	3	data	datum	NOUN
fbem-1139	84	4	,	,	PUNCT
fbem-1139	84	5	including	include	VERB
fbem-1139	84	6	interpolation	interpolation	NOUN
fbem-1139	84	7	,	,	PUNCT
fbem-1139	84	8	division	division	NOUN
fbem-1139	84	9	and	and	CCONJ
fbem-1139	84	10	conversion	conversion	NOUN
fbem-1139	84	11	.	.	PUNCT
fbem-1139	85	1	then	then	ADV
fbem-1139	85	2	,	,	PUNCT
fbem-1139	85	3	according	accord	VERB
fbem-1139	85	4	to	to	ADP
fbem-1139	85	5	the	the	DET
fbem-1139	85	6	existing	exist	VERB
fbem-1139	85	7	data	datum	NOUN
fbem-1139	85	8	,	,	PUNCT
fbem-1139	85	9	analyze	analyze	VERB
fbem-1139	85	10	the	the	DET
fbem-1139	85	11	data	datum	NOUN
fbem-1139	85	12	,	,	PUNCT
fbem-1139	85	13	calculate	calculate	VERB
fbem-1139	85	14	the	the	DET
fbem-1139	85	15	price	price	NOUN
fbem-1139	85	16	trend	trend	NOUN
fbem-1139	85	17	and	and	CCONJ
fbem-1139	85	18	test	test	VERB
fbem-1139	85	19	the	the	DET
fbem-1139	85	20	correlation	correlation	NOUN
fbem-1139	85	21	coefficient	coefficient	NOUN
fbem-1139	85	22	.	.	PUNCT
fbem-1139	86	1	based	base	VERB
fbem-1139	86	2	on	on	ADP
fbem-1139	86	3	the	the	DET
fbem-1139	86	4	existing	exist	VERB
fbem-1139	86	5	models	model	NOUN
fbem-1139	86	6	,	,	PUNCT
fbem-1139	86	7	a	a	DET
fbem-1139	86	8	model	model	NOUN
fbem-1139	86	9	is	be	AUX
fbem-1139	86	10	established	establish	VERB
fbem-1139	86	11	to	to	PART
fbem-1139	86	12	predict	predict	VERB
fbem-1139	86	13	the	the	DET
fbem-1139	86	14	price	price	NOUN
fbem-1139	86	15	.	.	PUNCT
fbem-1139	87	1	calculate	calculate	VERB
fbem-1139	87	2	the	the	DET
fbem-1139	87	3	best	good	ADJ
fbem-1139	87	4	return	return	NOUN
fbem-1139	87	5	based	base	VERB
fbem-1139	87	6	on	on	ADP
fbem-1139	87	7	the	the	DET
fbem-1139	87	8	principal	principal	NOUN
fbem-1139	87	9	of	of	ADP
fbem-1139	87	10	$	$	SYM
fbem-1139	87	11	1000	1000	NUM
fbem-1139	87	12	.	.	PUNCT
fbem-1139	88	1	2.3	2.3	NUM
fbem-1139	88	2	.	.	PUNCT
fbem-1139	89	1	how	how	SCONJ
fbem-1139	89	2	do	do	AUX
fbem-1139	89	3	we	we	PRON
fbem-1139	89	4	define	define	VERB
fbem-1139	89	5	the	the	DET
fbem-1139	89	6	optimal	optimal	ADJ
fbem-1139	89	7	choice	choice	NOUN
fbem-1139	89	8	?	?	PUNCT
fbem-1139	90	1	1	1	X
fbem-1139	90	2	)	)	PUNCT
fbem-1139	90	3	in	in	ADP
fbem-1139	90	4	terms	term	NOUN
fbem-1139	90	5	of	of	ADP
fbem-1139	90	6	daily	daily	ADJ
fbem-1139	90	7	price	price	NOUN
fbem-1139	90	8	:	:	PUNCT
fbem-1139	90	9	according	accord	VERB
fbem-1139	90	10	to	to	ADP
fbem-1139	90	11	the	the	DET
fbem-1139	90	12	daily	daily	ADJ
fbem-1139	90	13	price	price	NOUN
fbem-1139	90	14	of	of	ADP
fbem-1139	90	15	gold	gold	NOUN
fbem-1139	90	16	and	and	CCONJ
fbem-1139	90	17	bitcoin	bitcoin	NOUN
fbem-1139	90	18	,	,	PUNCT
fbem-1139	90	19	choose	choose	VERB
fbem-1139	90	20	the	the	DET
fbem-1139	90	21	one	one	NOUN
fbem-1139	90	22	with	with	ADP
fbem-1139	90	23	the	the	DET
fbem-1139	90	24	highest	high	ADJ
fbem-1139	90	25	price	price	NOUN
fbem-1139	90	26	to	to	PART
fbem-1139	90	27	buy	buy	VERB
fbem-1139	90	28	.	.	PUNCT
fbem-1139	90	29	and	and	CCONJ
fbem-1139	90	30	throw	throw	VERB
fbem-1139	90	31	out	out	ADP
fbem-1139	90	32	the	the	DET
fbem-1139	90	33	existing	exist	VERB
fbem-1139	90	34	content	content	NOUN
fbem-1139	90	35	according	accord	VERB
fbem-1139	90	36	to	to	ADP
fbem-1139	90	37	the	the	DET
fbem-1139	90	38	predicted	predict	VERB
fbem-1139	90	39	trend	trend	NOUN
fbem-1139	90	40	.	.	PUNCT
fbem-1139	91	1	2	2	X
fbem-1139	91	2	)	)	PUNCT
fbem-1139	91	3	investment	investment	NOUN
fbem-1139	91	4	risk	risk	NOUN
fbem-1139	91	5	when	when	SCONJ
fbem-1139	91	6	the	the	DET
fbem-1139	91	7	price	price	NOUN
fbem-1139	91	8	is	be	AUX
fbem-1139	91	9	equal	equal	ADJ
fbem-1139	91	10	or	or	CCONJ
fbem-1139	91	11	very	very	ADV
fbem-1139	91	12	close	close	ADJ
fbem-1139	91	13	,	,	PUNCT
fbem-1139	91	14	take	take	VERB
fbem-1139	91	15	the	the	DET
fbem-1139	91	16	stability	stability	NOUN
fbem-1139	91	17	of	of	ADP
fbem-1139	91	18	the	the	DET
fbem-1139	91	19	price	price	NOUN
fbem-1139	91	20	as	as	ADP
fbem-1139	91	21	the	the	DET
fbem-1139	91	22	risk	risk	NOUN
fbem-1139	91	23	prediction	prediction	NOUN
fbem-1139	91	24	index	index	NOUN
fbem-1139	91	25	,	,	PUNCT
fbem-1139	91	26	and	and	CCONJ
fbem-1139	91	27	choose	choose	VERB
fbem-1139	91	28	the	the	DET
fbem-1139	91	29	one	one	NOUN
fbem-1139	91	30	with	with	ADP
fbem-1139	91	31	relatively	relatively	ADV
fbem-1139	91	32	stable	stable	ADJ
fbem-1139	91	33	price	price	NOUN
fbem-1139	91	34	to	to	PART
fbem-1139	91	35	buy	buy	VERB
fbem-1139	91	36	.	.	PUNCT
fbem-1139	92	1	2.4	2.4	NUM
fbem-1139	92	2	.	.	PUNCT
fbem-1139	93	1	the	the	DET
fbem-1139	93	2	local	local	ADJ
fbem-1139	93	3	optimization	optimization	NOUN
fbem-1139	93	4	and	and	CCONJ
fbem-1139	93	5	the	the	DET
fbem-1139	93	6	overall	overall	ADJ
fbem-1139	93	7	optimization	optimization	NOUN
fbem-1139	93	8	the	the	DET
fbem-1139	93	9	overall	overall	ADJ
fbem-1139	93	10	optimization	optimization	NOUN
fbem-1139	93	11	:	:	PUNCT
fbem-1139	93	12	from	from	ADP
fbem-1139	93	13	the	the	DET
fbem-1139	93	14	perspective	perspective	NOUN
fbem-1139	93	15	of	of	ADP
fbem-1139	93	16	the	the	DET
fbem-1139	93	17	overall	overall	ADJ
fbem-1139	93	18	optimization	optimization	NOUN
fbem-1139	93	19	of	of	ADP
fbem-1139	93	20	the	the	DET
fbem-1139	93	21	price	price	NOUN
fbem-1139	93	22	of	of	ADP
fbem-1139	93	23	gold	gold	NOUN
fbem-1139	93	24	and	and	CCONJ
fbem-1139	93	25	bitcoin	bitcoin	NOUN
fbem-1139	93	26	,	,	PUNCT
fbem-1139	93	27	this	this	DET
fbem-1139	93	28	paper	paper	NOUN
fbem-1139	93	29	constructs	construct	VERB
fbem-1139	93	30	a	a	DET
fbem-1139	93	31	threedimensional	threedimensional	ADJ
fbem-1139	93	32	price	price	NOUN
fbem-1139	93	33	system	system	NOUN
fbem-1139	93	34	optimization	optimization	NOUN
fbem-1139	93	35	model	model	NOUN
fbem-1139	93	36	,	,	PUNCT
fbem-1139	93	37	discusses	discuss	VERB
fbem-1139	93	38	the	the	DET
fbem-1139	93	39	optimization	optimization	NOUN
fbem-1139	93	40	methods	method	NOUN
fbem-1139	93	41	of	of	ADP
fbem-1139	93	42	two	two	NUM
fbem-1139	93	43	typical	typical	ADJ
fbem-1139	93	44	investment	investment	NOUN
fbem-1139	93	45	currencies	currency	NOUN
fbem-1139	93	46	under	under	ADP
fbem-1139	93	47	the	the	DET
fbem-1139	93	48	background	background	NOUN
fbem-1139	93	49	of	of	ADP
fbem-1139	93	50	the	the	DET
fbem-1139	93	51	global	global	ADJ
fbem-1139	93	52	epidemic	epidemic	NOUN
fbem-1139	93	53	based	base	VERB
fbem-1139	93	54	on	on	ADP
fbem-1139	93	55	the	the	DET
fbem-1139	93	56	lstm	lstm	PROPN
fbem-1139	93	57	model	model	NOUN
fbem-1139	93	58	,	,	PUNCT
fbem-1139	93	59	and	and	CCONJ
fbem-1139	93	60	optimizes	optimize	VERB
fbem-1139	93	61	the	the	DET
fbem-1139	93	62	whole	whole	ADJ
fbem-1139	93	63	price	price	NOUN
fbem-1139	93	64	estimation	estimation	NOUN
fbem-1139	93	65	model	model	NOUN
fbem-1139	93	66	according	accord	VERB
fbem-1139	93	67	to	to	ADP
fbem-1139	93	68	the	the	DET
fbem-1139	93	69	principle	principle	NOUN
fbem-1139	93	70	from	from	ADP
fbem-1139	93	71	subsystem	subsystem	NOUN
fbem-1139	93	72	to	to	ADP
fbem-1139	93	73	overall	overall	ADJ
fbem-1139	93	74	system	system	NOUN
fbem-1139	93	75	.	.	PUNCT
fbem-1139	94	1	the	the	DET
fbem-1139	94	2	local	local	ADJ
fbem-1139	94	3	optimization	optimization	NOUN
fbem-1139	94	4	:	:	PUNCT
fbem-1139	94	5	as	as	SCONJ
fbem-1139	94	6	the	the	DET
fbem-1139	94	7	price	price	NOUN
fbem-1139	94	8	of	of	ADP
fbem-1139	94	9	bitcoin	bitcoin	NOUN
fbem-1139	94	10	is	be	AUX
fbem-1139	94	11	affected	affect	VERB
fbem-1139	94	12	by	by	ADP
fbem-1139	94	13	many	many	ADJ
fbem-1139	94	14	external	external	ADJ
fbem-1139	94	15	factors	factor	NOUN
fbem-1139	94	16	,	,	PUNCT
fbem-1139	94	17	its	its	PRON
fbem-1139	94	18	price	price	NOUN
fbem-1139	94	19	fluctuates	fluctuate	VERB
fbem-1139	94	20	more	more	ADV
fbem-1139	94	21	obviously	obviously	ADV
fbem-1139	94	22	than	than	ADP
fbem-1139	94	23	gold	gold	NOUN
fbem-1139	94	24	.	.	PUNCT
fbem-1139	95	1	according	accord	VERB
fbem-1139	95	2	to	to	ADP
fbem-1139	95	3	the	the	DET
fbem-1139	95	4	autocorrelation	autocorrelation	NOUN
fbem-1139	95	5	model	model	NOUN
fbem-1139	95	6	of	of	ADP
fbem-1139	95	7	bitcoin	bitcoin	NOUN
fbem-1139	95	8	,	,	PUNCT
fbem-1139	95	9	the	the	DET
fbem-1139	95	10	price	price	NOUN
fbem-1139	95	11	of	of	ADP
fbem-1139	95	12	bitcoin	bitcoin	NOUN
fbem-1139	95	13	should	should	AUX
fbem-1139	95	14	be	be	AUX
fbem-1139	95	15	locally	locally	ADV
fbem-1139	95	16	optimized	optimize	VERB
fbem-1139	95	17	to	to	PART
fbem-1139	95	18	make	make	VERB
fbem-1139	95	19	its	its	PRON
fbem-1139	95	20	change	change	NOUN
fbem-1139	95	21	more	more	ADV
fbem-1139	95	22	flexible	flexible	ADJ
fbem-1139	95	23	.	.	PUNCT
fbem-1139	96	1	3	3	X
fbem-1139	96	2	.	.	NUM
fbem-1139	96	3	models	model	NOUN
fbem-1139	96	4	3.1	3.1	NUM
fbem-1139	96	5	.	.	PUNCT
fbem-1139	96	6	basic	basic	ADJ
fbem-1139	96	7	model	model	NOUN
fbem-1139	96	8	---	---	PUNCT
fbem-1139	96	9	lstm	lstm	NOUN
fbem-1139	96	10	because	because	SCONJ
fbem-1139	96	11	the	the	DET
fbem-1139	96	12	whole	whole	ADJ
fbem-1139	96	13	investment	investment	NOUN
fbem-1139	96	14	process	process	NOUN
fbem-1139	96	15	can	can	AUX
fbem-1139	96	16	be	be	AUX
fbem-1139	96	17	long	long	ADJ
fbem-1139	96	18	-	-	PUNCT
fbem-1139	96	19	term	term	NOUN
fbem-1139	96	20	operation	operation	NOUN
fbem-1139	96	21	,	,	PUNCT
fbem-1139	96	22	short	short	ADJ
fbem-1139	96	23	-	-	PUNCT
fbem-1139	96	24	term	term	NOUN
fbem-1139	96	25	operation	operation	NOUN
fbem-1139	96	26	,	,	PUNCT
fbem-1139	96	27	etc	etc	X
fbem-1139	96	28	.	.	X
fbem-1139	97	1	therefore	therefore	ADV
fbem-1139	97	2	,	,	PUNCT
fbem-1139	97	3	when	when	SCONJ
fbem-1139	97	4	forecasting	forecast	VERB
fbem-1139	97	5	the	the	DET
fbem-1139	97	6	price	price	NOUN
fbem-1139	97	7	of	of	ADP
fbem-1139	97	8	bitcoin	bitcoin	NOUN
fbem-1139	97	9	,	,	PUNCT
fbem-1139	97	10	the	the	DET
fbem-1139	97	11	model	model	NOUN
fbem-1139	97	12	based	base	VERB
fbem-1139	97	13	on	on	ADP
fbem-1139	97	14	lstm	lstm	NOUN
fbem-1139	97	15	network	network	NOUN
fbem-1139	97	16	is	be	AUX
fbem-1139	97	17	used	use	VERB
fbem-1139	97	18	to	to	PART
fbem-1139	97	19	simulate	simulate	VERB
fbem-1139	97	20	the	the	DET
fbem-1139	97	21	price	price	NOUN
fbem-1139	97	22	of	of	ADP
fbem-1139	97	23	bitcoin	bitcoin	NOUN
fbem-1139	97	24	in	in	ADP
fbem-1139	97	25	the	the	DET
fbem-1139	97	26	five	five	NUM
fbem-1139	97	27	years	year	NOUN
fbem-1139	97	28	from	from	ADP
fbem-1139	97	29	2016	2016	NUM
fbem-1139	97	30	to	to	ADP
fbem-1139	97	31	2021	2021	NUM
fbem-1139	97	32	.	.	PUNCT
fbem-1139	98	1	lstm	lstm	NOUN
fbem-1139	98	2	model	model	NOUN
fbem-1139	98	3	is	be	AUX
fbem-1139	98	4	a	a	DET
fbem-1139	98	5	special	special	ADJ
fbem-1139	98	6	model	model	NOUN
fbem-1139	98	7	that	that	PRON
fbem-1139	98	8	can	can	AUX
fbem-1139	98	9	learn	learn	VERB
fbem-1139	98	10	long	long	ADJ
fbem-1139	98	11	-	-	PUNCT
fbem-1139	98	12	term	term	NOUN
fbem-1139	98	13	laws	law	NOUN
fbem-1139	98	14	.	.	PUNCT
fbem-1139	99	1	it	it	PRON
fbem-1139	99	2	was	be	AUX
fbem-1139	99	3	first	first	ADV
fbem-1139	99	4	proposed	propose	VERB
fbem-1139	99	5	in	in	ADP
fbem-1139	99	6	1997	1997	NUM
fbem-1139	99	7	and	and	CCONJ
fbem-1139	99	8	has	have	AUX
fbem-1139	99	9	been	be	AUX
fbem-1139	99	10	refined	refine	VERB
fbem-1139	99	11	and	and	CCONJ
fbem-1139	99	12	popularized	popularize	VERB
fbem-1139	99	13	in	in	ADP
fbem-1139	99	14	subsequent	subsequent	ADJ
fbem-1139	99	15	use	use	NOUN
fbem-1139	99	16	.	.	PUNCT
fbem-1139	100	1	the	the	DET
fbem-1139	100	2	application	application	NOUN
fbem-1139	100	3	of	of	ADP
fbem-1139	100	4	lstm	lstm	NOUN
fbem-1139	100	5	model	model	NOUN
fbem-1139	100	6	in	in	ADP
fbem-1139	100	7	many	many	ADJ
fbem-1139	100	8	problems	problem	NOUN
fbem-1139	100	9	is	be	AUX
fbem-1139	100	10	very	very	ADV
fbem-1139	100	11	good	good	ADJ
fbem-1139	100	12	.	.	PUNCT
fbem-1139	101	1	and	and	CCONJ
fbem-1139	101	2	the	the	DET
fbem-1139	101	3	lstm	lstm	PROPN
fbem-1139	101	4	model	model	NOUN
fbem-1139	101	5	clearly	clearly	ADV
fbem-1139	101	6	aims	aim	VERB
fbem-1139	101	7	to	to	PART
fbem-1139	101	8	avoid	avoid	VERB
fbem-1139	101	9	the	the	DET
fbem-1139	101	10	problem	problem	NOUN
fbem-1139	101	11	of	of	ADP
fbem-1139	101	12	long	long	ADJ
fbem-1139	101	13	-	-	PUNCT
fbem-1139	101	14	term	term	NOUN
fbem-1139	101	15	dependence	dependence	NOUN
fbem-1139	101	16	.	.	PUNCT
fbem-1139	102	1	in	in	ADP
fbem-1139	102	2	this	this	DET
fbem-1139	102	3	recurrent	recurrent	ADJ
fbem-1139	102	4	neural	neural	ADJ
fbem-1139	102	5	network	network	NOUN
fbem-1139	102	6	,	,	PUNCT
fbem-1139	102	7	it	it	PRON
fbem-1139	102	8	has	have	VERB
fbem-1139	102	9	the	the	DET
fbem-1139	102	10	form	form	NOUN
fbem-1139	102	11	of	of	ADP
fbem-1139	102	12	neural	neural	ADJ
fbem-1139	102	13	network	network	NOUN
fbem-1139	102	14	repeated	repeat	VERB
fbem-1139	102	15	module	module	NOUN
fbem-1139	102	16	chain	chain	NOUN
fbem-1139	102	17	,	,	PUNCT
fbem-1139	102	18	and	and	CCONJ
fbem-1139	102	19	the	the	DET
fbem-1139	102	20	repeated	repeat	VERB
fbem-1139	102	21	module	module	NOUN
fbem-1139	102	22	will	will	AUX
fbem-1139	102	23	have	have	VERB
fbem-1139	102	24	a	a	DET
fbem-1139	102	25	relatively	relatively	ADV
fbem-1139	102	26	simple	simple	ADJ
fbem-1139	102	27	structure	structure	NOUN
fbem-1139	102	28	.	.	PUNCT
fbem-1139	103	1	figure	figure	NOUN
fbem-1139	103	2	1	1	NUM
fbem-1139	103	3	.	.	PUNCT
fbem-1139	104	1	the	the	DET
fbem-1139	104	2	repeating	repeat	VERB
fbem-1139	104	3	module	module	NOUN
fbem-1139	104	4	in	in	ADP
fbem-1139	104	5	a	a	DET
fbem-1139	104	6	standard	standard	ADJ
fbem-1139	104	7	rnn	rnn	NOUN
fbem-1139	104	8	contains	contain	VERB
fbem-1139	104	9	a	a	DET
fbem-1139	104	10	single	single	ADJ
fbem-1139	104	11	layer	layer	NOUN
fbem-1139	104	12	74	74	NUM
fbem-1139	104	13	3.1.1	3.1.1	NUM
fbem-1139	104	14	.	.	PUNCT
fbem-1139	105	1	terms	term	NOUN
fbem-1139	105	2	,	,	PUNCT
fbem-1139	105	3	definitions	definition	NOUN
fbem-1139	105	4	,	,	PUNCT
fbem-1139	105	5	symbols	symbol	NOUN
fbem-1139	105	6	and	and	CCONJ
fbem-1139	105	7	explanation	explanation	VERB
fbem-1139	105	8	the	the	DET
fbem-1139	105	9	structure	structure	NOUN
fbem-1139	105	10	of	of	ADP
fbem-1139	105	11	lstm	lstm	NOUN
fbem-1139	105	12	is	be	AUX
fbem-1139	105	13	the	the	DET
fbem-1139	105	14	same	same	ADJ
fbem-1139	105	15	as	as	ADP
fbem-1139	105	16	that	that	PRON
fbem-1139	105	17	of	of	ADP
fbem-1139	105	18	recurrent	recurrent	ADJ
fbem-1139	105	19	neural	neural	ADJ
fbem-1139	105	20	network	network	NOUN
fbem-1139	105	21	,	,	PUNCT
fbem-1139	105	22	which	which	PRON
fbem-1139	105	23	is	be	AUX
fbem-1139	105	24	a	a	DET
fbem-1139	105	25	chain	chain	NOUN
fbem-1139	105	26	link	link	NOUN
fbem-1139	105	27	.	.	PUNCT
fbem-1139	106	1	however	however	ADV
fbem-1139	106	2	,	,	PUNCT
fbem-1139	106	3	during	during	ADP
fbem-1139	106	4	the	the	DET
fbem-1139	106	5	internal	internal	ADJ
fbem-1139	106	6	input	input	NOUN
fbem-1139	106	7	and	and	CCONJ
fbem-1139	106	8	output	output	NOUN
fbem-1139	106	9	of	of	ADP
fbem-1139	106	10	information	information	NOUN
fbem-1139	106	11	,	,	PUNCT
fbem-1139	106	12	the	the	DET
fbem-1139	106	13	number	number	NOUN
fbem-1139	106	14	of	of	ADP
fbem-1139	106	15	transmission	transmission	NOUN
fbem-1139	106	16	states	state	NOUN
fbem-1139	106	17	is	be	AUX
fbem-1139	106	18	changed	change	VERB
fbem-1139	106	19	.	.	PUNCT
fbem-1139	107	1	each	each	DET
fbem-1139	107	2	storage	storage	NOUN
fbem-1139	107	3	unit	unit	NOUN
fbem-1139	107	4	of	of	ADP
fbem-1139	107	5	lstm	lstm	NOUN
fbem-1139	107	6	is	be	AUX
fbem-1139	107	7	composed	compose	VERB
fbem-1139	107	8	of	of	ADP
fbem-1139	107	9	forgetting	forget	VERB
fbem-1139	107	10	part	part	NOUN
fbem-1139	107	11	,	,	PUNCT
fbem-1139	107	12	input	input	NOUN
fbem-1139	107	13	part	part	NOUN
fbem-1139	107	14	and	and	CCONJ
fbem-1139	107	15	output	output	NOUN
fbem-1139	107	16	part	part	NOUN
fbem-1139	107	17	.	.	PUNCT
fbem-1139	108	1	sigmoid	sigmoid	NOUN
fbem-1139	108	2	function	function	NOUN
fbem-1139	108	3	is	be	AUX
fbem-1139	108	4	the	the	DET
fbem-1139	108	5	control	control	NOUN
fbem-1139	108	6	unit	unit	NOUN
fbem-1139	108	7	of	of	ADP
fbem-1139	108	8	each	each	DET
fbem-1139	108	9	part	part	NOUN
fbem-1139	108	10	.	.	PUNCT
fbem-1139	109	1	when	when	SCONJ
fbem-1139	109	2	the	the	DET
fbem-1139	109	3	function	function	NOUN
fbem-1139	109	4	value	value	NOUN
fbem-1139	109	5	is	be	AUX
fbem-1139	109	6	0	0	NUM
fbem-1139	109	7	,	,	PUNCT
fbem-1139	109	8	all	all	DET
fbem-1139	109	9	information	information	NOUN
fbem-1139	109	10	is	be	AUX
fbem-1139	109	11	discarded	discard	VERB
fbem-1139	109	12	,	,	PUNCT
fbem-1139	109	13	and	and	CCONJ
fbem-1139	109	14	when	when	SCONJ
fbem-1139	109	15	the	the	DET
fbem-1139	109	16	function	function	NOUN
fbem-1139	109	17	refers	refer	VERB
fbem-1139	109	18	to	to	ADP
fbem-1139	109	19	1	1	NUM
fbem-1139	109	20	,	,	PUNCT
fbem-1139	109	21	all	all	DET
fbem-1139	109	22	information	information	NOUN
fbem-1139	109	23	is	be	AUX
fbem-1139	109	24	left	leave	VERB
fbem-1139	109	25	.	.	PUNCT
fbem-1139	110	1	here	here	ADV
fbem-1139	110	2	,	,	PUNCT
fbem-1139	110	3	mf	mf	NOUN
fbem-1139	110	4	and	and	CCONJ
fbem-1139	110	5	bf	bf	NOUN
fbem-1139	110	6	are	be	AUX
fbem-1139	110	7	used	use	VERB
fbem-1139	110	8	to	to	PART
fbem-1139	110	9	represent	represent	VERB
fbem-1139	110	10	the	the	DET
fbem-1139	110	11	weight	weight	NOUN
fbem-1139	110	12	and	and	CCONJ
fbem-1139	110	13	offset	offset	NOUN
fbem-1139	110	14	of	of	ADP
fbem-1139	110	15	the	the	DET
fbem-1139	110	16	discard	discard	ADJ
fbem-1139	110	17	state	state	NOUN
fbem-1139	110	18	.	.	PUNCT
fbem-1139	111	1	in	in	ADP
fbem-1139	111	2	the	the	DET
fbem-1139	111	3	saving	save	VERB
fbem-1139	111	4	part	part	NOUN
fbem-1139	111	5	,	,	PUNCT
fbem-1139	111	6	first	first	ADV
fbem-1139	111	7	of	of	ADP
fbem-1139	111	8	all	all	PRON
fbem-1139	111	9	,	,	PUNCT
fbem-1139	111	10	the	the	DET
fbem-1139	111	11	input	input	NOUN
fbem-1139	111	12	information	information	NOUN
fbem-1139	111	13	should	should	AUX
fbem-1139	111	14	be	be	AUX
fbem-1139	111	15	selectively	selectively	ADV
fbem-1139	111	16	saved	save	VERB
fbem-1139	111	17	,	,	PUNCT
fbem-1139	111	18	and	and	CCONJ
fbem-1139	111	19	the	the	DET
fbem-1139	111	20	proportion	proportion	NOUN
fbem-1139	111	21	of	of	ADP
fbem-1139	111	22	important	important	ADJ
fbem-1139	111	23	information	information	NOUN
fbem-1139	111	24	is	be	AUX
fbem-1139	111	25	large	large	ADJ
fbem-1139	111	26	.	.	PUNCT
fbem-1139	112	1	for	for	ADP
fbem-1139	112	2	unimportant	unimportant	ADJ
fbem-1139	112	3	information	information	NOUN
fbem-1139	112	4	,	,	PUNCT
fbem-1139	112	5	you	you	PRON
fbem-1139	112	6	can	can	AUX
fbem-1139	112	7	appropriately	appropriately	ADV
fbem-1139	112	8	choose	choose	VERB
fbem-1139	112	9	to	to	PART
fbem-1139	112	10	give	give	VERB
fbem-1139	112	11	up	up	ADP
fbem-1139	112	12	part	part	NOUN
fbem-1139	112	13	.	.	PUNCT
fbem-1139	113	1	tanh	tanh	PROPN
fbem-1139	113	2	function	function	PROPN
fbem-1139	113	3	is	be	AUX
fbem-1139	113	4	selected	select	VERB
fbem-1139	113	5	when	when	SCONJ
fbem-1139	113	6	the	the	DET
fbem-1139	113	7	information	information	NOUN
fbem-1139	113	8	can	can	AUX
fbem-1139	113	9	be	be	AUX
fbem-1139	113	10	output	output	VERB
fbem-1139	113	11	.	.	PUNCT
fbem-1139	114	1	in	in	ADP
fbem-1139	114	2	the	the	DET
fbem-1139	114	3	output	output	NOUN
fbem-1139	114	4	structure	structure	NOUN
fbem-1139	114	5	part	part	NOUN
fbem-1139	114	6	of	of	ADP
fbem-1139	114	7	the	the	DET
fbem-1139	114	8	function	function	NOUN
fbem-1139	114	9	,	,	PUNCT
fbem-1139	114	10	it	it	PRON
fbem-1139	114	11	mainly	mainly	ADV
fbem-1139	114	12	controls	control	VERB
fbem-1139	114	13	whether	whether	SCONJ
fbem-1139	114	14	the	the	DET
fbem-1139	114	15	amount	amount	NOUN
fbem-1139	114	16	information	information	NOUN
fbem-1139	114	17	obtained	obtain	VERB
fbem-1139	114	18	can	can	AUX
fbem-1139	114	19	be	be	AUX
fbem-1139	114	20	output	output	NOUN
fbem-1139	114	21	as	as	ADP
fbem-1139	114	22	the	the	DET
fbem-1139	114	23	current	current	ADJ
fbem-1139	114	24	state	state	NOUN
fbem-1139	114	25	,	,	PUNCT
fbem-1139	114	26	which	which	PRON
fbem-1139	114	27	is	be	AUX
fbem-1139	114	28	controlled	control	VERB
fbem-1139	114	29	by	by	ADP
fbem-1139	114	30	tanh	tanh	PROPN
fbem-1139	114	31	function	function	NOUN
fbem-1139	114	32	.	.	PUNCT
fbem-1139	115	1	the	the	DET
fbem-1139	115	2	information	information	NOUN
fbem-1139	115	3	state	state	NOUN
fbem-1139	115	4	can	can	AUX
fbem-1139	115	5	be	be	AUX
fbem-1139	115	6	zoomed	zoom	VERB
fbem-1139	115	7	out	out	ADP
fbem-1139	115	8	relative	relative	ADJ
fbem-1139	115	9	to	to	ADP
fbem-1139	115	10	the	the	DET
fbem-1139	115	11	information	information	NOUN
fbem-1139	115	12	in	in	ADP
fbem-1139	115	13	the	the	DET
fbem-1139	115	14	storage	storage	NOUN
fbem-1139	115	15	state	state	NOUN
fbem-1139	115	16	.	.	PUNCT
fbem-1139	116	1	the	the	DET
fbem-1139	116	2	formulas	formula	NOUN
fbem-1139	116	3	used	use	VERB
fbem-1139	116	4	in	in	ADP
fbem-1139	116	5	the	the	DET
fbem-1139	116	6	calculation	calculation	NOUN
fbem-1139	116	7	output	output	NOUN
fbem-1139	116	8	part	part	NOUN
fbem-1139	116	9	are	be	AUX
fbem-1139	116	10	:	:	PUNCT
fbem-1139	116	11	3.1.2	3.1.2	X
fbem-1139	116	12	.	.	PUNCT
fbem-1139	116	13	calculation	calculation	NOUN
fbem-1139	116	14	basis	basis	NOUN
fbem-1139	116	15	the	the	DET
fbem-1139	116	16	calculated	calculated	ADJ
fbem-1139	116	17	duration	duration	NOUN
fbem-1139	116	18	is	be	AUX
fbem-1139	116	19	from	from	ADP
fbem-1139	116	20	september	september	PROPN
fbem-1139	116	21	11	11	NUM
fbem-1139	116	22	,	,	PUNCT
fbem-1139	116	23	2016	2016	NUM
fbem-1139	116	24	to	to	ADP
fbem-1139	116	25	september	september	PROPN
fbem-1139	116	26	10	10	NUM
fbem-1139	116	27	,	,	PUNCT
fbem-1139	116	28	2021	2021	NUM
fbem-1139	116	29	the	the	DET
fbem-1139	116	30	initial	initial	ADJ
fbem-1139	116	31	capital	capital	NOUN
fbem-1139	116	32	is	be	AUX
fbem-1139	116	33	$	$	SYM
fbem-1139	116	34	1000	1000	NUM
fbem-1139	116	35	.	.	PUNCT
fbem-1139	117	1	the	the	DET
fbem-1139	117	2	commission	commission	NOUN
fbem-1139	117	3	for	for	ADP
fbem-1139	117	4	each	each	DET
fbem-1139	117	5	transaction	transaction	NOUN
fbem-1139	117	6	(	(	PUNCT
fbem-1139	117	7	purchase	purchase	NOUN
fbem-1139	117	8	or	or	CCONJ
fbem-1139	117	9	sale	sale	NOUN
fbem-1139	117	10	)	)	PUNCT
fbem-1139	117	11	is%	is%	NOUN
fbem-1139	117	12	of	of	ADP
fbem-1139	117	13	the	the	DET
fbem-1139	117	14	transaction	transaction	NOUN
fbem-1139	117	15	amount	amount	NOUN
fbem-1139	117	16	α%	α%	NOUN
fbem-1139	117	17	.	.	PUNCT
fbem-1139	117	18	hypothesis	hypothesis	NOUN
fbem-1139	117	19	α	α	NOUN
fbem-1139	117	20	gold	gold	NOUN
fbem-1139	117	21	=	=	SYM
fbem-1139	117	22	1	1	NUM
fbem-1139	117	23	%	%	NOUN
fbem-1139	117	24	,	,	PUNCT
fbem-1139	117	25	α	α	NOUN
fbem-1139	117	26	bitcoin	bitcoin	NOUN
fbem-1139	117	27	=	=	SYM
fbem-1139	117	28	2	2	NUM
fbem-1139	117	29	%	%	NOUN
fbem-1139	117	30	.	.	PUNCT
fbem-1139	118	1	there	there	PRON
fbem-1139	118	2	is	be	VERB
fbem-1139	118	3	no	no	DET
fbem-1139	118	4	cost	cost	NOUN
fbem-1139	118	5	to	to	PART
fbem-1139	118	6	hold	hold	VERB
fbem-1139	118	7	assets	asset	NOUN
fbem-1139	118	8	.	.	PUNCT
fbem-1139	119	1	3.1.3	3.1.3	X
fbem-1139	119	2	.	.	PUNCT
fbem-1139	120	1	the	the	DET
fbem-1139	120	2	foundation	foundation	NOUN
fbem-1139	120	3	of	of	ADP
fbem-1139	120	4	model	model	NOUN
fbem-1139	120	5	software	software	NOUN
fbem-1139	120	6	used	use	VERB
fbem-1139	120	7	:	:	PUNCT
fbem-1139	120	8	matlab	matlab	PROPN
fbem-1139	120	9	step1	step1	PROPN
fbem-1139	120	10	:	:	PUNCT
fbem-1139	120	11	enter	enter	VERB
fbem-1139	120	12	the	the	DET
fbem-1139	120	13	derivative	derivative	NOUN
fbem-1139	120	14	and	and	CCONJ
fbem-1139	120	15	get	get	VERB
fbem-1139	120	16	the	the	DET
fbem-1139	120	17	overall	overall	ADJ
fbem-1139	120	18	error	error	NOUN
fbem-1139	120	19	and	and	CCONJ
fbem-1139	120	20	record	record	NOUN
fbem-1139	120	21	hidden	hide	VERB
fbem-1139	120	22	layer	layer	NOUN
fbem-1139	120	23	.	.	PUNCT
fbem-1139	121	1	read	read	VERB
fbem-1139	121	2	the	the	DET
fbem-1139	121	3	excel	excel	NOUN
fbem-1139	121	4	table	table	NOUN
fbem-1139	121	5	file	file	NOUN
fbem-1139	121	6	of	of	ADP
fbem-1139	121	7	the	the	DET
fbem-1139	121	8	given	give	VERB
fbem-1139	121	9	bitcoin	bitcoin	ADJ
fbem-1139	121	10	date	date	NOUN
fbem-1139	121	11	and	and	CCONJ
fbem-1139	121	12	value	value	NOUN
fbem-1139	121	13	for	for	ADP
fbem-1139	121	14	data	datum	NOUN
fbem-1139	121	15	import	import	NOUN
fbem-1139	121	16	,	,	PUNCT
fbem-1139	121	17	create	create	VERB
fbem-1139	121	18	a	a	DET
fbem-1139	121	19	new	new	ADJ
fbem-1139	121	20	script	script	NOUN
fbem-1139	121	21	file	file	NOUN
fbem-1139	121	22	in	in	ADP
fbem-1139	121	23	matlab	matlab	PROPN
fbem-1139	121	24	,	,	PUNCT
fbem-1139	121	25	set	set	VERB
fbem-1139	121	26	the	the	DET
fbem-1139	121	27	initial	initial	ADJ
fbem-1139	121	28	value	value	NOUN
fbem-1139	121	29	,	,	PUNCT
fbem-1139	121	30	complete	complete	VERB
fbem-1139	121	31	a	a	DET
fbem-1139	121	32	sequence	sequence	NOUN
fbem-1139	121	33	of	of	ADP
fbem-1139	121	34	processing	processing	NOUN
fbem-1139	121	35	,	,	PUNCT
fbem-1139	121	36	and	and	CCONJ
fbem-1139	121	37	process	process	VERB
fbem-1139	121	38	the	the	DET
fbem-1139	121	39	hidden	hide	VERB
fbem-1139	121	40	layer	layer	NOUN
fbem-1139	121	41	of	of	ADP
fbem-1139	121	42	lstm	lstm	PROPN
fbem-1139	121	43	unit	unit	NOUN
fbem-1139	121	44	.	.	PUNCT
fbem-1139	122	1	take	take	VERB
fbem-1139	122	2	x	x	PUNCT
fbem-1139	122	3	as	as	ADP
fbem-1139	122	4	the	the	DET
fbem-1139	122	5	output	output	NOUN
fbem-1139	122	6	value	value	NOUN
fbem-1139	122	7	,	,	PUNCT
fbem-1139	122	8	and	and	CCONJ
fbem-1139	122	9	set	set	VERB
fbem-1139	122	10	the	the	DET
fbem-1139	122	11	temporary	temporary	ADJ
fbem-1139	122	12	hidden	hide	VERB
fbem-1139	122	13	layer	layer	NOUN
fbem-1139	122	14	and	and	CCONJ
fbem-1139	122	15	new	new	ADJ
fbem-1139	122	16	hidden	hide	VERB
fbem-1139	122	17	layer	layer	NOUN
fbem-1139	122	18	to	to	PART
fbem-1139	122	19	verify	verify	VERB
fbem-1139	122	20	that	that	SCONJ
fbem-1139	122	21	the	the	DET
fbem-1139	122	22	dimension	dimension	NOUN
fbem-1139	122	23	of	of	ADP
fbem-1139	122	24	the	the	DET
fbem-1139	122	25	final	final	ADJ
fbem-1139	122	26	output	output	NOUN
fbem-1139	122	27	result	result	NOUN
fbem-1139	122	28	is	be	AUX
fbem-1139	122	29	consistent	consistent	ADJ
fbem-1139	122	30	with	with	ADP
fbem-1139	122	31	that	that	PRON
fbem-1139	122	32	of	of	ADP
fbem-1139	122	33	label	label	NOUN
fbem-1139	122	34	.	.	PUNCT
fbem-1139	123	1	the	the	DET
fbem-1139	123	2	hidden	hide	VERB
fbem-1139	123	3	layer	layer	NOUN
fbem-1139	123	4	is	be	AUX
fbem-1139	123	5	transformed	transform	VERB
fbem-1139	123	6	according	accord	VERB
fbem-1139	123	7	to	to	ADP
fbem-1139	123	8	the	the	DET
fbem-1139	123	9	sigmoid	sigmoid	NOUN
fbem-1139	123	10	function	function	NOUN
fbem-1139	123	11	proposed	propose	VERB
fbem-1139	123	12	above	above	ADV
fbem-1139	123	13	.	.	PUNCT
fbem-1139	124	1	after	after	ADP
fbem-1139	124	2	calculating	calculate	VERB
fbem-1139	124	3	the	the	DET
fbem-1139	124	4	hidden	hide	VERB
fbem-1139	124	5	layer	layer	NOUN
fbem-1139	124	6	conversion	conversion	NOUN
fbem-1139	124	7	,	,	PUNCT
fbem-1139	124	8	the	the	DET
fbem-1139	124	9	error	error	NOUN
fbem-1139	124	10	is	be	AUX
fbem-1139	124	11	back	back	ADV
fbem-1139	124	12	propagated	propagate	VERB
fbem-1139	124	13	,	,	PUNCT
fbem-1139	124	14	the	the	DET
fbem-1139	124	15	input	input	NOUN
fbem-1139	124	16	derivative	derivative	NOUN
fbem-1139	124	17	of	of	ADP
fbem-1139	124	18	the	the	DET
fbem-1139	124	19	file	file	NOUN
fbem-1139	124	20	is	be	AUX
fbem-1139	124	21	obtained	obtain	VERB
fbem-1139	124	22	,	,	PUNCT
fbem-1139	124	23	and	and	CCONJ
fbem-1139	124	24	the	the	DET
fbem-1139	124	25	overall	overall	ADJ
fbem-1139	124	26	error	error	NOUN
fbem-1139	124	27	and	and	CCONJ
fbem-1139	124	28	record	record	NOUN
fbem-1139	124	29	hidden	hide	VERB
fbem-1139	124	30	layer	layer	NOUN
fbem-1139	124	31	are	be	AUX
fbem-1139	124	32	obtained	obtain	VERB
fbem-1139	124	33	.	.	PUNCT
fbem-1139	125	1	figure	figure	NOUN
fbem-1139	125	2	2	2	NUM
fbem-1139	125	3	.	.	PUNCT
fbem-1139	125	4	calculation	calculation	NOUN
fbem-1139	125	5	flow	flow	NOUN
fbem-1139	125	6	of	of	ADP
fbem-1139	125	7	the	the	DET
fbem-1139	125	8	first	first	ADJ
fbem-1139	125	9	step	step	NOUN
fbem-1139	125	10	step2	step2	PROPN
fbem-1139	125	11	:	:	PUNCT
fbem-1139	125	12	the	the	DET
fbem-1139	125	13	calculated	calculated	ADJ
fbem-1139	125	14	diff	diff	NOUN
fbem-1139	125	15	of	of	ADP
fbem-1139	125	16	the	the	DET
fbem-1139	125	17	hidden	hide	VERB
fbem-1139	125	18	layer	layer	NOUN
fbem-1139	125	19	is	be	AUX
fbem-1139	125	20	used	use	VERB
fbem-1139	125	21	to	to	PART
fbem-1139	125	22	calculate	calculate	VERB
fbem-1139	125	23	the	the	DET
fbem-1139	125	24	change	change	NOUN
fbem-1139	125	25	of	of	ADP
fbem-1139	125	26	the	the	DET
fbem-1139	125	27	parameters	parameter	NOUN
fbem-1139	125	28	and	and	CCONJ
fbem-1139	125	29	update	update	VERB
fbem-1139	125	30	the	the	DET
fbem-1139	125	31	parameters	parameter	NOUN
fbem-1139	125	32	.	.	PUNCT
fbem-1139	126	1	the	the	DET
fbem-1139	126	2	error	error	NOUN
fbem-1139	126	3	is	be	AUX
fbem-1139	126	4	back	back	ADV
fbem-1139	126	5	propagated	propagate	VERB
fbem-1139	126	6	and	and	CCONJ
fbem-1139	126	7	the	the	DET
fbem-1139	126	8	diff	diff	NOUN
fbem-1139	126	9	of	of	ADP
fbem-1139	126	10	the	the	DET
fbem-1139	126	11	hidden	hide	VERB
fbem-1139	126	12	layer	layer	NOUN
fbem-1139	126	13	and	and	CCONJ
fbem-1139	126	14	parameters	parameter	NOUN
fbem-1139	126	15	are	be	AUX
fbem-1139	126	16	calculated	calculate	VERB
fbem-1139	126	17	.	.	PUNCT
fbem-1139	127	1	and	and	CCONJ
fbem-1139	127	2	infer	infer	VERB
fbem-1139	127	3	the	the	DET
fbem-1139	127	4	diff	diff	NOUN
fbem-1139	127	5	of	of	ADP
fbem-1139	127	6	the	the	DET
fbem-1139	127	7	previous	previous	ADJ
fbem-1139	127	8	hidden	hidden	ADJ
fbem-1139	127	9	layer	layer	NOUN
fbem-1139	127	10	according	accord	VERB
fbem-1139	127	11	to	to	ADP
fbem-1139	127	12	the	the	DET
fbem-1139	127	13	diff	diff	NOUN
fbem-1139	127	14	of	of	ADP
fbem-1139	127	15	the	the	DET
fbem-1139	127	16	hidden	hide	VERB
fbem-1139	127	17	layer	layer	NOUN
fbem-1139	127	18	of	of	ADP
fbem-1139	127	19	this	this	DET
fbem-1139	127	20	layer	layer	NOUN
fbem-1139	127	21	,	,	PUNCT
fbem-1139	127	22	so	so	SCONJ
fbem-1139	127	23	as	as	SCONJ
fbem-1139	127	24	to	to	PART
fbem-1139	127	25	complete	complete	VERB
fbem-1139	127	26	the	the	DET
fbem-1139	127	27	back	back	ADJ
fbem-1139	127	28	propagation	propagation	NOUN
fbem-1139	127	29	of	of	ADP
fbem-1139	127	30	the	the	DET
fbem-1139	127	31	two	two	NUM
fbem-1139	127	32	hidden	hidden	ADJ
fbem-1139	127	33	layers	layer	NOUN
fbem-1139	127	34	.	.	PUNCT
fbem-1139	128	1	figure	figure	VERB
fbem-1139	128	2	3	3	NUM
fbem-1139	128	3	.	.	PUNCT
fbem-1139	128	4	calculation	calculation	NOUN
fbem-1139	128	5	flow	flow	NOUN
fbem-1139	128	6	of	of	ADP
fbem-1139	128	7	the	the	DET
fbem-1139	128	8	second	second	ADJ
fbem-1139	128	9	step	step	NOUN
fbem-1139	128	10	3.1.4	3.1.4	NUM
fbem-1139	128	11	.	.	PUNCT
fbem-1139	129	1	existing	exist	VERB
fbem-1139	129	2	data	datum	NOUN
fbem-1139	129	3	analysis	analysis	NOUN
fbem-1139	129	4	the	the	DET
fbem-1139	129	5	data	datum	NOUN
fbem-1139	129	6	in	in	ADP
fbem-1139	129	7	the	the	DET
fbem-1139	129	8	given	give	VERB
fbem-1139	129	9	document	document	NOUN
fbem-1139	129	10	is	be	AUX
fbem-1139	129	11	the	the	DET
fbem-1139	129	12	bitcoin	bitcoin	ADJ
fbem-1139	129	13	price	price	NOUN
fbem-1139	129	14	and	and	CCONJ
fbem-1139	129	15	gold	gold	NOUN
fbem-1139	129	16	price	price	NOUN
fbem-1139	129	17	from	from	ADP
fbem-1139	129	18	2001	2001	NUM
fbem-1139	129	19	to	to	ADP
fbem-1139	129	20	2012	2012	NUM
fbem-1139	129	21	.	.	PUNCT
fbem-1139	130	1	the	the	DET
fbem-1139	130	2	trend	trend	NOUN
fbem-1139	130	3	statistical	statistical	ADJ
fbem-1139	130	4	line	line	NOUN
fbem-1139	130	5	charts	chart	NOUN
fbem-1139	130	6	obtained	obtain	VERB
fbem-1139	130	7	after	after	ADP
fbem-1139	130	8	sorting	sort	VERB
fbem-1139	130	9	and	and	CCONJ
fbem-1139	130	10	classification	classification	NOUN
fbem-1139	130	11	are	be	AUX
fbem-1139	130	12	as	as	SCONJ
fbem-1139	130	13	follows	follow	VERB
fbem-1139	130	14	:	:	PUNCT
fbem-1139	130	15	75	75	NUM
fbem-1139	130	16	figure	figure	NOUN
fbem-1139	130	17	4	4	NUM
fbem-1139	130	18	.	.	PUNCT
fbem-1139	131	1	statistical	statistical	ADJ
fbem-1139	131	2	chart	chart	NOUN
fbem-1139	131	3	of	of	ADP
fbem-1139	131	4	bitcoin	bitcoin	ADJ
fbem-1139	131	5	price	price	NOUN
fbem-1139	131	6	trend	trend	NOUN
fbem-1139	131	7	figure	figure	NOUN
fbem-1139	131	8	5	5	NUM
fbem-1139	131	9	.	.	PUNCT
fbem-1139	132	1	statistical	statistical	ADJ
fbem-1139	132	2	chart	chart	NOUN
fbem-1139	132	3	of	of	ADP
fbem-1139	132	4	gold	gold	ADJ
fbem-1139	132	5	price	price	NOUN
fbem-1139	132	6	trend	trend	NOUN
fbem-1139	132	7	3.1.5	3.1.5	X
fbem-1139	132	8	.	.	PUNCT
fbem-1139	132	9	profit	profit	NOUN
fbem-1139	132	10	calculation	calculation	NOUN
fbem-1139	132	11	since	since	SCONJ
fbem-1139	132	12	gold	gold	ADJ
fbem-1139	132	13	trading	trading	NOUN
fbem-1139	132	14	is	be	AUX
fbem-1139	132	15	7	7	NUM
fbem-1139	132	16	×	×	NOUN
fbem-1139	132	17	the	the	DET
fbem-1139	132	18	24	24	NUM
fbem-1139	132	19	-	-	PUNCT
fbem-1139	132	20	hour	hour	NOUN
fbem-1139	132	21	trading	trading	NOUN
fbem-1139	132	22	time	time	NOUN
fbem-1139	132	23	limit	limit	NOUN
fbem-1139	132	24	is	be	AUX
fbem-1139	132	25	generally	generally	ADV
fbem-1139	132	26	set	set	VERB
fbem-1139	132	27	to	to	PART
fbem-1139	132	28	open	open	VERB
fbem-1139	132	29	and	and	CCONJ
fbem-1139	132	30	close	close	ADJ
fbem-1139	132	31	positions	position	NOUN
fbem-1139	132	32	of	of	ADP
fbem-1139	132	33	bitcoin	bitcoin	NOUN
fbem-1139	132	34	every	every	DET
fbem-1139	132	35	friday	friday	PROPN
fbem-1139	132	36	,	,	PUNCT
fbem-1139	132	37	while	while	SCONJ
fbem-1139	132	38	the	the	DET
fbem-1139	132	39	trading	trading	NOUN
fbem-1139	132	40	day	day	NOUN
fbem-1139	132	41	of	of	ADP
fbem-1139	132	42	bitcoin	bitcoin	NOUN
fbem-1139	132	43	can	can	AUX
fbem-1139	132	44	be	be	AUX
fbem-1139	132	45	every	every	DET
fbem-1139	132	46	day	day	NOUN
fbem-1139	132	47	.	.	PUNCT
fbem-1139	133	1	here	here	ADV
fbem-1139	133	2	,	,	PUNCT
fbem-1139	133	3	for	for	ADP
fbem-1139	133	4	the	the	DET
fbem-1139	133	5	convenience	convenience	NOUN
fbem-1139	133	6	of	of	ADP
fbem-1139	133	7	calculation	calculation	NOUN
fbem-1139	133	8	,	,	PUNCT
fbem-1139	133	9	the	the	DET
fbem-1139	133	10	trading	trading	NOUN
fbem-1139	133	11	days	day	NOUN
fbem-1139	133	12	of	of	ADP
fbem-1139	133	13	gold	gold	NOUN
fbem-1139	133	14	and	and	CCONJ
fbem-1139	133	15	bitcoin	bitcoin	NOUN
fbem-1139	133	16	are	be	AUX
fbem-1139	133	17	set	set	VERB
fbem-1139	133	18	on	on	ADP
fbem-1139	133	19	friday	friday	PROPN
fbem-1139	133	20	of	of	ADP
fbem-1139	133	21	each	each	DET
fbem-1139	133	22	week	week	NOUN
fbem-1139	133	23	.	.	PUNCT
fbem-1139	134	1	because	because	SCONJ
fbem-1139	134	2	every	every	DET
fbem-1139	134	3	time	time	NOUN
fbem-1139	134	4	you	you	PRON
fbem-1139	134	5	trade	trade	VERB
fbem-1139	134	6	bitcoin	bitcoin	NOUN
fbem-1139	134	7	or	or	CCONJ
fbem-1139	134	8	gold	gold	NOUN
fbem-1139	134	9	,	,	PUNCT
fbem-1139	134	10	you	you	PRON
fbem-1139	134	11	have	have	VERB
fbem-1139	134	12	to	to	PART
fbem-1139	134	13	pay	pay	VERB
fbem-1139	134	14	a	a	DET
fbem-1139	134	15	commission	commission	NOUN
fbem-1139	134	16	.	.	PUNCT
fbem-1139	135	1	the	the	DET
fbem-1139	135	2	commission	commission	NOUN
fbem-1139	135	3	paid	pay	VERB
fbem-1139	135	4	shall	shall	AUX
fbem-1139	135	5	be	be	AUX
fbem-1139	135	6	deducted	deduct	VERB
fbem-1139	135	7	from	from	ADP
fbem-1139	135	8	the	the	DET
fbem-1139	135	9	total	total	ADJ
fbem-1139	135	10	assets	asset	NOUN
fbem-1139	135	11	.	.	PUNCT
fbem-1139	136	1	when	when	SCONJ
fbem-1139	136	2	selling	sell	VERB
fbem-1139	136	3	this	this	DET
fbem-1139	136	4	week	week	NOUN
fbem-1139	136	5	's	's	PART
fbem-1139	136	6	handheld	handheld	ADJ
fbem-1139	136	7	currency	currency	NOUN
fbem-1139	136	8	for	for	ADP
fbem-1139	136	9	financial	financial	ADJ
fbem-1139	136	10	investment	investment	NOUN
fbem-1139	136	11	next	next	ADJ
fbem-1139	136	12	week	week	NOUN
fbem-1139	136	13	,	,	PUNCT
fbem-1139	136	14	compare	compare	VERB
fbem-1139	136	15	the	the	DET
fbem-1139	136	16	forecast	forecast	NOUN
fbem-1139	136	17	trend	trend	NOUN
fbem-1139	136	18	of	of	ADP
fbem-1139	136	19	next	next	ADJ
fbem-1139	136	20	week	week	NOUN
fbem-1139	136	21	.	.	PUNCT
fbem-1139	137	1	the	the	DET
fbem-1139	137	2	predicted	predict	VERB
fbem-1139	137	3	prices	price	NOUN
fbem-1139	137	4	of	of	ADP
fbem-1139	137	5	bitcoin	bitcoin	NOUN
fbem-1139	137	6	and	and	CCONJ
fbem-1139	137	7	gold	gold	NOUN
fbem-1139	137	8	next	next	ADJ
fbem-1139	137	9	week	week	NOUN
fbem-1139	137	10	are	be	AUX
fbem-1139	137	11	predicted	predict	VERB
fbem-1139	137	12	using	use	VERB
fbem-1139	137	13	lstm	lstm	ADJ
fbem-1139	137	14	model	model	NOUN
fbem-1139	137	15	,	,	PUNCT
fbem-1139	137	16	and	and	CCONJ
fbem-1139	137	17	the	the	DET
fbem-1139	137	18	average	average	ADJ
fbem-1139	137	19	value	value	NOUN
fbem-1139	137	20	is	be	AUX
fbem-1139	137	21	taken	take	VERB
fbem-1139	137	22	as	as	ADP
fbem-1139	137	23	the	the	DET
fbem-1139	137	24	price	price	NOUN
fbem-1139	137	25	prediction	prediction	NOUN
fbem-1139	137	26	next	next	ADJ
fbem-1139	137	27	week	week	NOUN
fbem-1139	137	28	,	,	PUNCT
fbem-1139	137	29	and	and	CCONJ
fbem-1139	137	30	then	then	ADV
fbem-1139	137	31	compared	compare	VERB
fbem-1139	137	32	.	.	PUNCT
fbem-1139	138	1	at	at	ADP
fbem-1139	138	2	the	the	DET
fbem-1139	138	3	same	same	ADJ
fbem-1139	138	4	time	time	NOUN
fbem-1139	138	5	,	,	PUNCT
fbem-1139	138	6	when	when	SCONJ
fbem-1139	138	7	calculating	calculate	VERB
fbem-1139	138	8	the	the	DET
fbem-1139	138	9	weekly	weekly	ADJ
fbem-1139	138	10	benefits	benefit	NOUN
fbem-1139	138	11	,	,	PUNCT
fbem-1139	138	12	it	it	PRON
fbem-1139	138	13	should	should	AUX
fbem-1139	138	14	be	be	AUX
fbem-1139	138	15	noted	note	VERB
fbem-1139	138	16	that	that	SCONJ
fbem-1139	138	17	the	the	DET
fbem-1139	138	18	commission	commission	NOUN
fbem-1139	138	19	paid	pay	VERB
fbem-1139	138	20	should	should	AUX
fbem-1139	138	21	be	be	AUX
fbem-1139	138	22	deducted	deduct	VERB
fbem-1139	138	23	and	and	CCONJ
fbem-1139	138	24	obtained	obtain	VERB
fbem-1139	138	25	after	after	ADP
fbem-1139	138	26	repeated	repeat	VERB
fbem-1139	138	27	comparison	comparison	NOUN
fbem-1139	138	28	.	.	PUNCT
fbem-1139	139	1	here	here	ADV
fbem-1139	139	2	,	,	PUNCT
fbem-1139	139	3	c	c	PROPN
fbem-1139	139	4	represents	represent	VERB
fbem-1139	139	5	the	the	DET
fbem-1139	139	6	cash	cash	NOUN
fbem-1139	139	7	in	in	ADP
fbem-1139	139	8	hand	hand	NOUN
fbem-1139	139	9	every	every	DET
fbem-1139	139	10	week	week	NOUN
fbem-1139	139	11	,	,	PUNCT
fbem-1139	139	12	and	and	CCONJ
fbem-1139	139	13	the	the	DET
fbem-1139	139	14	shareholding	shareholding	NOUN
fbem-1139	139	15	in	in	ADP
fbem-1139	139	16	hand	hand	NOUN
fbem-1139	139	17	every	every	DET
fbem-1139	139	18	week	week	NOUN
fbem-1139	139	19	can	can	AUX
fbem-1139	139	20	be	be	AUX
fbem-1139	139	21	invested	invest	VERB
fbem-1139	139	22	as	as	ADP
fbem-1139	139	23	principal	principal	NOUN
fbem-1139	139	24	.	.	PUNCT
fbem-1139	140	1	where	where	SCONJ
fbem-1139	140	2	g	g	PROPN
fbem-1139	140	3	is	be	AUX
fbem-1139	140	4	the	the	DET
fbem-1139	140	5	real	real	ADJ
fbem-1139	140	6	value	value	NOUN
fbem-1139	140	7	corresponding	correspond	VERB
fbem-1139	140	8	to	to	ADP
fbem-1139	140	9	the	the	DET
fbem-1139	140	10	gold	gold	NOUN
fbem-1139	140	11	in	in	ADP
fbem-1139	140	12	hand	hand	NOUN
fbem-1139	140	13	and	and	CCONJ
fbem-1139	140	14	b	b	NOUN
fbem-1139	140	15	is	be	AUX
fbem-1139	140	16	the	the	DET
fbem-1139	140	17	real	real	ADJ
fbem-1139	140	18	value	value	NOUN
fbem-1139	140	19	corresponding	correspond	VERB
fbem-1139	140	20	to	to	ADP
fbem-1139	140	21	the	the	DET
fbem-1139	140	22	bitcoin	bitcoin	NOUN
fbem-1139	140	23	in	in	ADP
fbem-1139	140	24	hand	hand	NOUN
fbem-1139	140	25	.	.	PUNCT
fbem-1139	141	1	and	and	CCONJ
fbem-1139	141	2	the	the	DET
fbem-1139	141	3	initial	initial	ADJ
fbem-1139	141	4	value	value	NOUN
fbem-1139	141	5	of	of	ADP
fbem-1139	141	6	c	c	PROPN
fbem-1139	141	7	is	be	AUX
fbem-1139	141	8	$	$	SYM
fbem-1139	141	9	1000	1000	NUM
fbem-1139	141	10	,	,	PUNCT
fbem-1139	141	11	and	and	CCONJ
fbem-1139	141	12	the	the	DET
fbem-1139	141	13	initial	initial	ADJ
fbem-1139	141	14	values	value	NOUN
fbem-1139	141	15	of	of	ADP
fbem-1139	141	16	g	g	PROPN
fbem-1139	141	17	and	and	CCONJ
fbem-1139	141	18	b	b	NOUN
fbem-1139	141	19	are	be	AUX
fbem-1139	141	20	0	0	NUM
fbem-1139	141	21	.	.	PUNCT
fbem-1139	142	1	3.1.6	3.1.6	NUM
fbem-1139	142	2	.	.	PUNCT
fbem-1139	142	3	solution	solution	NOUN
fbem-1139	142	4	and	and	CCONJ
fbem-1139	142	5	result	result	VERB
fbem-1139	142	6	1	1	NUM
fbem-1139	142	7	)	)	PUNCT
fbem-1139	142	8	the	the	DET
fbem-1139	142	9	solution	solution	NOUN
fbem-1139	142	10	of	of	ADP
fbem-1139	142	11	the	the	DET
fbem-1139	142	12	choice	choice	NOUN
fbem-1139	142	13	:	:	PUNCT
fbem-1139	142	14	on	on	ADP
fbem-1139	142	15	september	september	PROPN
fbem-1139	142	16	11	11	NUM
fbem-1139	142	17	,	,	PUNCT
fbem-1139	142	18	2016	2016	NUM
fbem-1139	142	19	,	,	PUNCT
fbem-1139	142	20	he	he	PRON
fbem-1139	142	21	bought	buy	VERB
fbem-1139	142	22	gold	gold	NOUN
fbem-1139	142	23	with	with	ADP
fbem-1139	142	24	us	we	PRON
fbem-1139	142	25	$	$	SYM
fbem-1139	142	26	1000	1000	NUM
fbem-1139	142	27	,	,	PUNCT
fbem-1139	142	28	sold	sell	VERB
fbem-1139	142	29	it	it	PRON
fbem-1139	142	30	on	on	ADP
fbem-1139	142	31	september	september	PROPN
fbem-1139	142	32	6	6	NUM
fbem-1139	142	33	,	,	PUNCT
fbem-1139	142	34	2017	2017	NUM
fbem-1139	142	35	,	,	PUNCT
fbem-1139	142	36	bought	buy	VERB
fbem-1139	142	37	all	all	DET
fbem-1139	142	38	bitcoin	bitcoin	NOUN
fbem-1139	142	39	.	.	PUNCT
fbem-1139	143	1	until	until	ADP
fbem-1139	143	2	september	september	PROPN
fbem-1139	143	3	7	7	NUM
fbem-1139	143	4	,	,	PUNCT
fbem-1139	143	5	2021	2021	NUM
fbem-1139	143	6	,	,	PUNCT
fbem-1139	143	7	all	all	DET
fbem-1139	143	8	gold	gold	NOUN
fbem-1139	143	9	was	be	AUX
fbem-1139	143	10	sold	sell	VERB
fbem-1139	143	11	and	and	CCONJ
fbem-1139	143	12	no	no	DET
fbem-1139	143	13	further	further	ADJ
fbem-1139	143	14	buying	buying	NOUN
fbem-1139	143	15	was	be	AUX
fbem-1139	143	16	made	make	VERB
fbem-1139	143	17	.	.	PUNCT
fbem-1139	144	1	2	2	X
fbem-1139	144	2	)	)	PUNCT
fbem-1139	144	3	results	result	NOUN
fbem-1139	144	4	:	:	PUNCT
fbem-1139	144	5	11841.766	11841.766	NUM
fbem-1139	144	6	dollars	dollar	NOUN
fbem-1139	144	7	3.1.7	3.1.7	NUM
fbem-1139	144	8	.	.	PUNCT
fbem-1139	145	1	analysis	analysis	NOUN
fbem-1139	145	2	of	of	ADP
fbem-1139	145	3	the	the	DET
fbem-1139	145	4	result	result	NOUN
fbem-1139	145	5	this	this	DET
fbem-1139	145	6	model	model	NOUN
fbem-1139	145	7	is	be	AUX
fbem-1139	145	8	only	only	ADV
fbem-1139	145	9	applicable	applicable	ADJ
fbem-1139	145	10	to	to	ADP
fbem-1139	145	11	gold	gold	NOUN
fbem-1139	145	12	and	and	CCONJ
fbem-1139	145	13	bitcoin	bitcoin	NOUN
fbem-1139	145	14	trading	trading	NOUN
fbem-1139	145	15	on	on	ADP
fbem-1139	145	16	a	a	DET
fbem-1139	145	17	weekly	weekly	ADJ
fbem-1139	145	18	basis	basis	NOUN
fbem-1139	145	19	in	in	ADP
fbem-1139	145	20	the	the	DET
fbem-1139	145	21	same	same	ADJ
fbem-1139	145	22	trading	trading	NOUN
fbem-1139	145	23	cycle	cycle	NOUN
fbem-1139	145	24	.	.	PUNCT
fbem-1139	146	1	the	the	DET
fbem-1139	146	2	revenue	revenue	NOUN
fbem-1139	146	3	of	of	ADP
fbem-1139	146	4	bitcoin	bitcoin	NOUN
fbem-1139	146	5	is	be	AUX
fbem-1139	146	6	not	not	PART
fbem-1139	146	7	only	only	ADV
fbem-1139	146	8	related	relate	VERB
fbem-1139	146	9	to	to	ADP
fbem-1139	146	10	the	the	DET
fbem-1139	146	11	mode	mode	NOUN
fbem-1139	146	12	of	of	ADP
fbem-1139	146	13	operation	operation	NOUN
fbem-1139	146	14	,	,	PUNCT
fbem-1139	146	15	but	but	CCONJ
fbem-1139	146	16	also	also	ADV
fbem-1139	146	17	related	relate	VERB
fbem-1139	146	18	to	to	ADP
fbem-1139	146	19	the	the	DET
fbem-1139	146	20	mining	mining	NOUN
fbem-1139	146	21	software	software	NOUN
fbem-1139	146	22	,	,	PUNCT
fbem-1139	146	23	network	network	NOUN
fbem-1139	146	24	emotion	emotion	NOUN
fbem-1139	146	25	and	and	CCONJ
fbem-1139	146	26	the	the	DET
fbem-1139	146	27	policies	policy	NOUN
fbem-1139	146	28	of	of	ADP
fbem-1139	146	29	various	various	ADJ
fbem-1139	146	30	countries	country	NOUN
fbem-1139	146	31	for	for	ADP
fbem-1139	146	32	bitcoin	bitcoin	NOUN
fbem-1139	146	33	.	.	PUNCT
fbem-1139	147	1	the	the	DET
fbem-1139	147	2	model	model	NOUN
fbem-1139	147	3	ca	can	AUX
fbem-1139	147	4	n’t	not	PART
fbem-1139	147	5	adopt	adopt	VERB
fbem-1139	147	6	different	different	ADJ
fbem-1139	147	7	mining	mining	NOUN
fbem-1139	147	8	websites	website	NOUN
fbem-1139	147	9	and	and	CCONJ
fbem-1139	147	10	business	business	NOUN
fbem-1139	147	11	methods	method	NOUN
fbem-1139	147	12	.	.	PUNCT
fbem-1139	148	1	3.1.8	3.1.8	X
fbem-1139	148	2	.	.	PUNCT
fbem-1139	148	3	strength	strength	NOUN
fbem-1139	148	4	and	and	CCONJ
fbem-1139	148	5	weakness	weakness	NOUN
fbem-1139	148	6	strength	strength	NOUN
fbem-1139	148	7	:	:	PUNCT
fbem-1139	148	8	in	in	ADP
fbem-1139	148	9	despite	despite	SCONJ
fbem-1139	148	10	of	of	ADP
fbem-1139	148	11	this	this	PRON
fbem-1139	148	12	,	,	PUNCT
fbem-1139	148	13	the	the	DET
fbem-1139	148	14	model	model	NOUN
fbem-1139	148	15	has	have	AUX
fbem-1139	148	16	proved	prove	VERB
fbem-1139	148	17	investment	investment	NOUN
fbem-1139	148	18	mode	mode	NOUN
fbem-1139	148	19	.	.	PUNCT
fbem-1139	149	1	different	different	ADJ
fbem-1139	149	2	initial	initial	ADJ
fbem-1139	149	3	investment	investment	NOUN
fbem-1139	149	4	results	result	NOUN
fbem-1139	149	5	can	can	AUX
fbem-1139	149	6	be	be	AUX
fbem-1139	149	7	calculated	calculate	VERB
fbem-1139	149	8	simply	simply	ADV
fbem-1139	149	9	.	.	PUNCT
fbem-1139	150	1	weakness	weakness	NOUN
fbem-1139	150	2	:	:	PUNCT
fbem-1139	150	3	this	this	DET
fbem-1139	150	4	model	model	NOUN
fbem-1139	150	5	is	be	AUX
fbem-1139	150	6	only	only	ADV
fbem-1139	150	7	applicable	applicable	ADJ
fbem-1139	150	8	to	to	ADP
fbem-1139	150	9	gold	gold	NOUN
fbem-1139	150	10	and	and	CCONJ
fbem-1139	150	11	bitcoin	bitcoin	NOUN
fbem-1139	150	12	trading	trading	NOUN
fbem-1139	150	13	on	on	ADP
fbem-1139	150	14	a	a	DET
fbem-1139	150	15	weekly	weekly	ADJ
fbem-1139	150	16	basis	basis	NOUN
fbem-1139	150	17	in	in	ADP
fbem-1139	150	18	the	the	DET
fbem-1139	150	19	same	same	ADJ
fbem-1139	150	20	trading	trading	NOUN
fbem-1139	150	21	cycle	cycle	NOUN
fbem-1139	150	22	.	.	PUNCT
fbem-1139	151	1	and	and	CCONJ
fbem-1139	151	2	the	the	DET
fbem-1139	151	3	revenue	revenue	NOUN
fbem-1139	151	4	of	of	ADP
fbem-1139	151	5	bitcoin	bitcoin	NOUN
fbem-1139	151	6	is	be	AUX
fbem-1139	151	7	not	not	PART
fbem-1139	151	8	only	only	ADV
fbem-1139	151	9	related	relate	VERB
fbem-1139	151	10	to	to	ADP
fbem-1139	151	11	the	the	DET
fbem-1139	151	12	mode	mode	NOUN
fbem-1139	151	13	of	of	ADP
fbem-1139	151	14	operation	operation	NOUN
fbem-1139	151	15	,	,	PUNCT
fbem-1139	151	16	but	but	CCONJ
fbem-1139	151	17	also	also	ADV
fbem-1139	151	18	related	relate	VERB
fbem-1139	151	19	to	to	ADP
fbem-1139	151	20	the	the	DET
fbem-1139	151	21	mining	mining	NOUN
fbem-1139	151	22	software	software	NOUN
fbem-1139	151	23	,	,	PUNCT
fbem-1139	151	24	network	network	NOUN
fbem-1139	151	25	emotion	emotion	NOUN
fbem-1139	151	26	and	and	CCONJ
fbem-1139	151	27	the	the	DET
fbem-1139	151	28	policies	policy	NOUN
fbem-1139	151	29	of	of	ADP
fbem-1139	151	30	various	various	ADJ
fbem-1139	151	31	countries	country	NOUN
fbem-1139	151	32	for	for	ADP
fbem-1139	151	33	bitcoin	bitcoin	NOUN
fbem-1139	151	34	.	.	PUNCT
fbem-1139	152	1	for	for	ADP
fbem-1139	152	2	example	example	NOUN
fbem-1139	152	3	,	,	PUNCT
fbem-1139	152	4	in	in	ADP
fbem-1139	152	5	september	september	PROPN
fbem-1139	152	6	2017	2017	NUM
fbem-1139	152	7	,	,	PUNCT
fbem-1139	152	8	china	china	PROPN
fbem-1139	152	9	's	's	PART
fbem-1139	152	10	regulatory	regulatory	ADJ
fbem-1139	152	11	authorities	authority	NOUN
fbem-1139	152	12	characterized	characterize	VERB
fbem-1139	152	13	the	the	DET
fbem-1139	152	14	ico	ico	PROPN
fbem-1139	152	15	market	market	NOUN
fbem-1139	152	16	as	as	ADP
fbem-1139	152	17	illegal	illegal	ADJ
fbem-1139	152	18	fund	fund	NOUN
fbem-1139	152	19	-	-	PUNCT
fbem-1139	152	20	raising	raising	NOUN
fbem-1139	152	21	and	and	CCONJ
fbem-1139	152	22	issued	issue	VERB
fbem-1139	152	23	the	the	DET
fbem-1139	152	24	prohibition	prohibition	NOUN
fbem-1139	152	25	policy	policy	NOUN
fbem-1139	152	26	of	of	ADP
fbem-1139	152	27	cryptocurrency	cryptocurrency	NOUN
fbem-1139	152	28	.	.	PUNCT
fbem-1139	153	1	as	as	ADP
fbem-1139	153	2	of	of	ADP
fbem-1139	153	3	october	october	PROPN
fbem-1139	153	4	31	31	NUM
fbem-1139	153	5	of	of	ADP
fbem-1139	153	6	that	that	DET
fbem-1139	153	7	year	year	NOUN
fbem-1139	153	8	,	,	PUNCT
fbem-1139	153	9	all	all	PRON
fbem-1139	153	10	in	in	ADP
fbem-1139	153	11	china	china	PROPN
fbem-1139	153	12	had	have	AUX
fbem-1139	153	13	proposed	propose	VERB
fbem-1139	153	14	,	,	PUNCT
fbem-1139	153	15	as	as	SCONJ
fbem-1139	153	16	we	we	PRON
fbem-1139	153	17	said	say	VERB
fbem-1139	153	18	.	.	PUNCT
fbem-1139	154	1	this	this	PRON
fbem-1139	154	2	is	be	AUX
fbem-1139	154	3	exactly	exactly	ADV
fbem-1139	154	4	what	what	PRON
fbem-1139	154	5	we	we	PRON
fbem-1139	154	6	should	should	AUX
fbem-1139	154	7	do	do	VERB
fbem-1139	154	8	in	in	ADP
fbem-1139	154	9	improving	improve	VERB
fbem-1139	154	10	the	the	DET
fbem-1139	154	11	model	model	NOUN
fbem-1139	154	12	.	.	PUNCT
fbem-1139	155	1	3.2	3.2	NUM
fbem-1139	155	2	.	.	PUNCT
fbem-1139	155	3	improved	improve	VERB
fbem-1139	155	4	model	model	NOUN
fbem-1139	155	5	3.2.1	3.2.1	NUM
fbem-1139	155	6	.	.	PUNCT
fbem-1139	156	1	additional	additional	ADJ
fbem-1139	156	2	assumptions	assumption	NOUN
fbem-1139	156	3	adopt	adopt	VERB
fbem-1139	156	4	different	different	ADJ
fbem-1139	156	5	mining	mining	NOUN
fbem-1139	156	6	websites	website	NOUN
fbem-1139	156	7	and	and	CCONJ
fbem-1139	156	8	business	business	NOUN
fbem-1139	156	9	methods	method	NOUN
fbem-1139	156	10	.	.	PUNCT
fbem-1139	157	1	gold	gold	NOUN
fbem-1139	157	2	and	and	CCONJ
fbem-1139	157	3	bitcoin	bitcoin	NOUN
fbem-1139	157	4	are	be	AUX
fbem-1139	157	5	not	not	PART
fbem-1139	157	6	traded	trade	VERB
fbem-1139	157	7	on	on	ADP
fbem-1139	157	8	the	the	DET
fbem-1139	157	9	original	original	ADJ
fbem-1139	157	10	hypothetical	hypothetical	ADJ
fbem-1139	157	11	gold	gold	NOUN
fbem-1139	157	12	trading	trading	NOUN
fbem-1139	157	13	day	day	NOUN
fbem-1139	157	14	,	,	PUNCT
fbem-1139	157	15	but	but	CCONJ
fbem-1139	157	16	traded	trade	VERB
fbem-1139	157	17	separately	separately	ADV
fbem-1139	157	18	.	.	PUNCT
fbem-1139	158	1	bitcoin	bitcoin	PROPN
fbem-1139	158	2	still	still	ADV
fbem-1139	158	3	follows	follow	VERB
fbem-1139	158	4	that	that	SCONJ
fbem-1139	158	5	every	every	DET
fbem-1139	158	6	day	day	NOUN
fbem-1139	158	7	is	be	AUX
fbem-1139	158	8	a	a	DET
fbem-1139	158	9	trading	trading	NOUN
fbem-1139	158	10	day	day	NOUN
fbem-1139	158	11	,	,	PUNCT
fbem-1139	158	12	while	while	SCONJ
fbem-1139	158	13	gold	gold	NOUN
fbem-1139	158	14	follows	follow	VERB
fbem-1139	158	15	every	every	DET
fbem-1139	158	16	friday	friday	PROPN
fbem-1139	158	17	.	.	PUNCT
fbem-1139	159	1	assumptions	assumption	NOUN
fbem-1139	159	2	concerning	concern	VERB
fbem-1139	159	3	the	the	DET
fbem-1139	159	4	anterior	anterior	ADJ
fbem-1139	159	5	process	process	NOUN
fbem-1139	159	6	are	be	AUX
fbem-1139	159	7	the	the	DET
fbem-1139	159	8	same	same	ADJ
fbem-1139	159	9	as	as	ADP
fbem-1139	159	10	the	the	DET
fbem-1139	159	11	basic	basic	ADJ
fbem-1139	159	12	model	model	NOUN
fbem-1139	159	13	.	.	PUNCT
fbem-1139	160	1	3.2.2	3.2.2	NUM
fbem-1139	160	2	.	.	PUNCT
fbem-1139	161	1	the	the	DET
fbem-1139	161	2	foundation	foundation	NOUN
fbem-1139	161	3	of	of	ADP
fbem-1139	161	4	model	model	NOUN
fbem-1139	161	5	how	how	SCONJ
fbem-1139	161	6	do	do	AUX
fbem-1139	161	7	we	we	PRON
fbem-1139	161	8	determine	determine	VERB
fbem-1139	161	9	the	the	DET
fbem-1139	161	10	optimal	optimal	ADJ
fbem-1139	161	11	choice	choice	NOUN
fbem-1139	161	12	?	?	PUNCT
fbem-1139	162	1	as	as	SCONJ
fbem-1139	162	2	we	we	PRON
fbem-1139	162	3	have	have	AUX
fbem-1139	162	4	concluded	conclude	VERB
fbem-1139	162	5	from	from	ADP
fbem-1139	162	6	the	the	DET
fbem-1139	162	7	basic	basic	ADJ
fbem-1139	162	8	model	model	NOUN
fbem-1139	162	9	,	,	PUNCT
fbem-1139	162	10	according	accord	VERB
fbem-1139	162	11	to	to	ADP
fbem-1139	162	12	the	the	DET
fbem-1139	162	13	daily	daily	ADJ
fbem-1139	162	14	price	price	NOUN
fbem-1139	162	15	of	of	ADP
fbem-1139	162	16	gold	gold	NOUN
fbem-1139	162	17	and	and	CCONJ
fbem-1139	162	18	bitcoin	bitcoin	NOUN
fbem-1139	162	19	,	,	PUNCT
fbem-1139	162	20	choose	choose	VERB
fbem-1139	162	21	the	the	DET
fbem-1139	162	22	one	one	NOUN
fbem-1139	162	23	with	with	ADP
fbem-1139	162	24	the	the	DET
fbem-1139	162	25	highest	high	ADJ
fbem-1139	162	26	price	price	NOUN
fbem-1139	162	27	to	to	PART
fbem-1139	162	28	buy	buy	VERB
fbem-1139	162	29	.	.	PUNCT
fbem-1139	162	30	and	and	CCONJ
fbem-1139	162	31	throw	throw	VERB
fbem-1139	162	32	out	out	ADP
fbem-1139	162	33	the	the	DET
fbem-1139	162	34	existing	exist	VERB
fbem-1139	162	35	content	content	NOUN
fbem-1139	162	36	according	accord	VERB
fbem-1139	162	37	to	to	ADP
fbem-1139	162	38	the	the	DET
fbem-1139	162	39	predicted	predict	VERB
fbem-1139	162	40	trend	trend	NOUN
fbem-1139	162	41	.	.	PUNCT
fbem-1139	163	1	besides	besides	SCONJ
fbem-1139	163	2	,	,	PUNCT
fbem-1139	163	3	we	we	PRON
fbem-1139	163	4	also	also	ADV
fbem-1139	163	5	consider	consider	VERB
fbem-1139	163	6	the	the	PRON
fbem-1139	163	7	when	when	SCONJ
fbem-1139	163	8	the	the	DET
fbem-1139	163	9	price	price	NOUN
fbem-1139	163	10	is	be	AUX
fbem-1139	163	11	equal	equal	ADJ
fbem-1139	163	12	or	or	CCONJ
fbem-1139	163	13	very	very	ADV
fbem-1139	163	14	close	close	ADJ
fbem-1139	163	15	,	,	PUNCT
fbem-1139	163	16	take	take	VERB
fbem-1139	163	17	the	the	DET
fbem-1139	163	18	stability	stability	NOUN
fbem-1139	163	19	of	of	ADP
fbem-1139	163	20	the	the	DET
fbem-1139	163	21	price	price	NOUN
fbem-1139	163	22	as	as	ADP
fbem-1139	163	23	the	the	DET
fbem-1139	163	24	risk	risk	NOUN
fbem-1139	163	25	prediction	prediction	NOUN
fbem-1139	163	26	index	index	NOUN
fbem-1139	163	27	,	,	PUNCT
fbem-1139	163	28	and	and	CCONJ
fbem-1139	163	29	choose	choose	VERB
fbem-1139	163	30	the	the	DET
fbem-1139	163	31	one	one	NOUN
fbem-1139	163	32	with	with	ADP
fbem-1139	163	33	relatively	relatively	ADV
fbem-1139	163	34	stable	stable	ADJ
fbem-1139	163	35	price	price	NOUN
fbem-1139	163	36	to	to	PART
fbem-1139	163	37	buy	buy	VERB
fbem-1139	163	38	.	.	PUNCT
fbem-1139	164	1	we	we	PRON
fbem-1139	164	2	should	should	AUX
fbem-1139	164	3	even	even	ADV
fbem-1139	164	4	consider	consider	VERB
fbem-1139	164	5	that	that	SCONJ
fbem-1139	164	6	when	when	SCONJ
fbem-1139	164	7	trading	trading	NOUN
fbem-1139	164	8	,	,	PUNCT
fbem-1139	164	9	we	we	PRON
fbem-1139	164	10	should	should	AUX
fbem-1139	164	11	not	not	PART
fbem-1139	164	12	only	only	ADV
fbem-1139	164	13	consider	consider	VERB
fbem-1139	164	14	one	one	NUM
fbem-1139	164	15	way	way	NOUN
fbem-1139	164	16	of	of	ADP
fbem-1139	164	17	selling	selling	NOUN
fbem-1139	164	18	,	,	PUNCT
fbem-1139	164	19	but	but	CCONJ
fbem-1139	164	20	also	also	ADV
fbem-1139	164	21	two	two	NUM
fbem-1139	164	22	ways	way	NOUN
fbem-1139	164	23	of	of	ADP
fbem-1139	164	24	buying	buying	NOUN
fbem-1139	164	25	and	and	CCONJ
fbem-1139	164	26	selling	selling	NOUN
fbem-1139	164	27	at	at	ADP
fbem-1139	164	28	the	the	DET
fbem-1139	164	29	same	same	ADJ
fbem-1139	164	30	time	time	NOUN
fbem-1139	164	31	.	.	PUNCT
fbem-1139	165	1	3.2.3	3.2.3	X
fbem-1139	165	2	.	.	PUNCT
fbem-1139	165	3	solution	solution	NOUN
fbem-1139	165	4	and	and	CCONJ
fbem-1139	165	5	result	result	VERB
fbem-1139	165	6	1	1	NUM
fbem-1139	165	7	)	)	PUNCT
fbem-1139	165	8	functional	functional	ADJ
fbem-1139	165	9	assumptions	assumption	NOUN
fbem-1139	165	10	that	that	PRON
fbem-1139	165	11	the	the	DET
fbem-1139	165	12	algorithm	algorithm	NOUN
fbem-1139	165	13	can	can	AUX
fbem-1139	165	14	achieve	achieve	VERB
fbem-1139	165	15	①	①	NUM
fbem-1139	165	16	be	be	AUX
fbem-1139	165	17	able	able	ADJ
fbem-1139	165	18	to	to	PART
fbem-1139	165	19	take	take	VERB
fbem-1139	165	20	into	into	ADP
fbem-1139	165	21	account	account	NOUN
fbem-1139	165	22	the	the	DET
fbem-1139	165	23	impact	impact	NOUN
fbem-1139	165	24	of	of	ADP
fbem-1139	165	25	different	different	ADJ
fbem-1139	165	26	mining	mining	NOUN
fbem-1139	165	27	websites	website	NOUN
fbem-1139	165	28	,	,	PUNCT
fbem-1139	165	29	and	and	CCONJ
fbem-1139	165	30	give	give	VERB
fbem-1139	165	31	which	which	DET
fbem-1139	165	32	website	website	NOUN
fbem-1139	165	33	should	should	AUX
fbem-1139	165	34	be	be	AUX
fbem-1139	165	35	selected	select	VERB
fbem-1139	165	36	in	in	ADP
fbem-1139	165	37	the	the	DET
fbem-1139	165	38	corresponding	corresponding	ADJ
fbem-1139	165	39	period	period	NOUN
fbem-1139	165	40	in	in	ADP
fbem-1139	165	41	order	order	NOUN
fbem-1139	165	42	to	to	PART
fbem-1139	165	43	obtain	obtain	VERB
fbem-1139	165	44	the	the	DET
fbem-1139	165	45	maximum	maximum	ADJ
fbem-1139	165	46	profit	profit	NOUN
fbem-1139	165	47	.	.	PUNCT
fbem-1139	166	1	②be	②be	VERB
fbem-1139	167	1	able	able	ADJ
fbem-1139	167	2	to	to	PART
fbem-1139	167	3	complete	complete	VERB
fbem-1139	167	4	the	the	DET
fbem-1139	167	5	work	work	NOUN
fbem-1139	167	6	of	of	ADP
fbem-1139	167	7	buying	buy	VERB
fbem-1139	167	8	and	and	CCONJ
fbem-1139	167	9	selling	sell	VERB
fbem-1139	167	10	bitcoin	bitcoin	NOUN
fbem-1139	167	11	and	and	CCONJ
fbem-1139	167	12	gold	gold	NOUN
fbem-1139	167	13	in	in	ADP
fbem-1139	167	14	the	the	DET
fbem-1139	167	15	same	same	ADJ
fbem-1139	167	16	period	period	NOUN
fbem-1139	167	17	,	,	PUNCT
fbem-1139	167	18	and	and	CCONJ
fbem-1139	167	19	realize	realize	VERB
fbem-1139	167	20	the	the	DET
fbem-1139	167	21	investment	investment	NOUN
fbem-1139	167	22	method	method	NOUN
fbem-1139	167	23	of	of	ADP
fbem-1139	167	24	"	"	PUNCT
fbem-1139	167	25	not	not	PART
fbem-1139	167	26	putting	put	VERB
fbem-1139	167	27	eggs	egg	NOUN
fbem-1139	167	28	in	in	ADP
fbem-1139	167	29	one	one	NUM
fbem-1139	167	30	basket	basket	NOUN
fbem-1139	167	31	"	"	PUNCT
fbem-1139	167	32	.	.	PUNCT
fbem-1139	168	1	3	3	X
fbem-1139	168	2	.	.	X
fbem-1139	168	3	be	be	AUX
fbem-1139	168	4	able	able	ADJ
fbem-1139	168	5	to	to	PART
fbem-1139	168	6	make	make	VERB
fbem-1139	168	7	a	a	DET
fbem-1139	168	8	simple	simple	ADJ
fbem-1139	168	9	prediction	prediction	NOUN
fbem-1139	168	10	of	of	ADP
fbem-1139	168	11	the	the	DET
fbem-1139	168	12	possible	possible	ADJ
fbem-1139	168	13	risks	risk	NOUN
fbem-1139	168	14	.	.	PUNCT
fbem-1139	169	1	based	base	VERB
fbem-1139	169	2	on	on	ADP
fbem-1139	169	3	the	the	DET
fbem-1139	169	4	analysis	analysis	NOUN
fbem-1139	169	5	above	above	ADV
fbem-1139	169	6	,	,	PUNCT
fbem-1139	169	7	we	we	PRON
fbem-1139	169	8	design	design	VERB
fbem-1139	169	9	our	our	PRON
fbem-1139	169	10	simulation	simulation	NOUN
fbem-1139	169	11	arithmetic	arithmetic	ADJ
fbem-1139	169	12	as	as	SCONJ
fbem-1139	169	13	follows	follow	VERB
fbem-1139	169	14	.	.	PUNCT
fbem-1139	170	1	step1	step1	PROPN
fbem-1139	170	2	:	:	PUNCT
fbem-1139	171	1	the	the	DET
fbem-1139	171	2	initial	initial	ADJ
fbem-1139	171	3	funds	fund	NOUN
fbem-1139	171	4	are	be	AUX
fbem-1139	171	5	allocated	allocate	VERB
fbem-1139	171	6	in	in	ADP
fbem-1139	171	7	different	different	ADJ
fbem-1139	171	8	proportions	proportion	NOUN
fbem-1139	171	9	into	into	ADP
fbem-1139	171	10	two	two	NUM
fbem-1139	171	11	parts	part	NOUN
fbem-1139	171	12	a	a	PRON
fbem-1139	171	13	and	and	CCONJ
fbem-1139	171	14	b	b	NOUN
fbem-1139	171	15	,	,	PUNCT
fbem-1139	171	16	which	which	PRON
fbem-1139	171	17	are	be	AUX
fbem-1139	171	18	opposite	opposite	ADJ
fbem-1139	171	19	to	to	ADP
fbem-1139	171	20	the	the	DET
fbem-1139	171	21	operation	operation	NOUN
fbem-1139	171	22	profit	profit	NOUN
fbem-1139	171	23	calculation	calculation	NOUN
fbem-1139	171	24	model	model	NOUN
fbem-1139	171	25	.	.	PUNCT
fbem-1139	172	1	finally	finally	ADV
fbem-1139	172	2	,	,	PUNCT
fbem-1139	172	3	add	add	VERB
fbem-1139	172	4	the	the	DET
fbem-1139	172	5	results	result	NOUN
fbem-1139	172	6	of	of	ADP
fbem-1139	172	7	parts	part	NOUN
fbem-1139	172	8	a	a	PRON
fbem-1139	172	9	and	and	CCONJ
fbem-1139	172	10	b.	b.	PROPN
fbem-1139	172	11	step2	step2	PROPN
fbem-1139	172	12	:	:	PUNCT
fbem-1139	172	13	summarize	summarize	VERB
fbem-1139	172	14	the	the	DET
fbem-1139	172	15	various	various	ADJ
fbem-1139	172	16	factors	factor	NOUN
fbem-1139	172	17	affecting	affect	VERB
fbem-1139	172	18	the	the	DET
fbem-1139	172	19	price	price	NOUN
fbem-1139	172	20	of	of	ADP
fbem-1139	172	21	bitcoin	bitcoin	NOUN
fbem-1139	172	22	,	,	PUNCT
fbem-1139	172	23	and	and	CCONJ
fbem-1139	172	24	calculate	calculate	VERB
fbem-1139	172	25	the	the	DET
fbem-1139	172	26	correlation	correlation	NOUN
fbem-1139	172	27	coefficient	coefficient	NOUN
fbem-1139	172	28	with	with	ADP
fbem-1139	172	29	the	the	DET
fbem-1139	172	30	price	price	NOUN
fbem-1139	172	31	respectively	respectively	ADV
fbem-1139	172	32	.	.	PUNCT
fbem-1139	172	33	and	and	CCONJ
fbem-1139	172	34	draw	draw	VERB
fbem-1139	172	35	the	the	DET
fbem-1139	172	36	corresponding	correspond	VERB
fbem-1139	172	37	scatter	scatter	NOUN
fbem-1139	172	38	diagram	diagram	NOUN
fbem-1139	172	39	to	to	PART
fbem-1139	172	40	compare	compare	VERB
fbem-1139	172	41	the	the	DET
fbem-1139	172	42	influence	influence	NOUN
fbem-1139	172	43	degree	degree	NOUN
fbem-1139	172	44	step3	step3	PROPN
fbem-1139	172	45	:	:	PUNCT
fbem-1139	172	46	using	use	VERB
fbem-1139	172	47	lmst	lmst	ADJ
fbem-1139	172	48	model	model	NOUN
fbem-1139	172	49	to	to	PART
fbem-1139	172	50	estimate	estimate	VERB
fbem-1139	172	51	price	price	NOUN
fbem-1139	172	52	.	.	PUNCT
fbem-1139	173	1	step4	step4	PROPN
fbem-1139	173	2	:	:	PUNCT
fbem-1139	174	1	the	the	DET
fbem-1139	174	2	final	final	ADJ
fbem-1139	174	3	method	method	NOUN
fbem-1139	174	4	is	be	AUX
fbem-1139	174	5	give	give	VERB
fbem-1139	174	6	2	2	NUM
fbem-1139	174	7	)	)	PUNCT
fbem-1139	174	8	algorithm	algorithm	NOUN
fbem-1139	174	9	thought	think	VERB
fbem-1139	174	10	flow	flow	NOUN
fbem-1139	174	11	chart	chart	NOUN
fbem-1139	174	12	76	76	NUM
fbem-1139	174	13	figure	figure	NOUN
fbem-1139	174	14	6	6	NUM
fbem-1139	174	15	.	.	PUNCT
fbem-1139	175	1	algorithm	algorithm	NOUN
fbem-1139	175	2	thought	think	VERB
fbem-1139	175	3	flow	flow	NOUN
fbem-1139	175	4	chart	chart	NOUN
fbem-1139	175	5	3.2.4	3.2.4	NUM
fbem-1139	175	6	.	.	PUNCT
fbem-1139	176	1	analysis	analysis	NOUN
fbem-1139	176	2	of	of	ADP
fbem-1139	176	3	the	the	DET
fbem-1139	176	4	result	result	NOUN
fbem-1139	176	5	the	the	DET
fbem-1139	176	6	improved	improved	ADJ
fbem-1139	176	7	model	model	NOUN
fbem-1139	176	8	can	can	AUX
fbem-1139	176	9	complete	complete	VERB
fbem-1139	176	10	simple	simple	ADJ
fbem-1139	176	11	profit	profit	NOUN
fbem-1139	176	12	prediction	prediction	NOUN
fbem-1139	176	13	and	and	CCONJ
fbem-1139	176	14	give	give	VERB
fbem-1139	176	15	the	the	DET
fbem-1139	176	16	investment	investment	NOUN
fbem-1139	176	17	scheme	scheme	NOUN
fbem-1139	176	18	the	the	DET
fbem-1139	176	19	improved	improved	ADJ
fbem-1139	176	20	model	model	NOUN
fbem-1139	176	21	is	be	AUX
fbem-1139	176	22	still	still	ADV
fbem-1139	176	23	incomplete	incomplete	ADJ
fbem-1139	176	24	for	for	ADP
fbem-1139	176	25	risk	risk	NOUN
fbem-1139	176	26	prediction	prediction	NOUN
fbem-1139	176	27	.	.	PUNCT
fbem-1139	177	1	the	the	DET
fbem-1139	177	2	improved	improved	ADJ
fbem-1139	177	3	model	model	NOUN
fbem-1139	177	4	ca	can	AUX
fbem-1139	177	5	n’t	not	PART
fbem-1139	177	6	complete	complete	VERB
fbem-1139	177	7	the	the	DET
fbem-1139	177	8	complex	complex	ADJ
fbem-1139	177	9	investment	investment	NOUN
fbem-1139	177	10	operation	operation	NOUN
fbem-1139	177	11	of	of	ADP
fbem-1139	177	12	multi	multi	ADJ
fbem-1139	177	13	-	-	ADJ
fbem-1139	177	14	channel	channel	ADJ
fbem-1139	177	15	and	and	CCONJ
fbem-1139	177	16	multi	multi	NOUN
fbem-1139	177	17	purchase	purchase	NOUN
fbem-1139	177	18	.	.	PUNCT
fbem-1139	178	1	4	4	X
fbem-1139	178	2	.	.	X
fbem-1139	178	3	conclusions	conclusion	NOUN
fbem-1139	178	4	4.1	4.1	NUM
fbem-1139	178	5	.	.	PUNCT
fbem-1139	179	1	conclusions	conclusion	NOUN
fbem-1139	179	2	of	of	ADP
fbem-1139	179	3	the	the	DET
fbem-1139	179	4	problem	problem	NOUN
fbem-1139	179	5	on	on	ADP
fbem-1139	179	6	september	september	PROPN
fbem-1139	179	7	11	11	NUM
fbem-1139	179	8	,	,	PUNCT
fbem-1139	179	9	2016	2016	NUM
fbem-1139	179	10	,	,	PUNCT
fbem-1139	179	11	he	he	PRON
fbem-1139	179	12	bought	buy	VERB
fbem-1139	179	13	gold	gold	NOUN
fbem-1139	179	14	with	with	ADP
fbem-1139	179	15	us	we	PRON
fbem-1139	179	16	$	$	SYM
fbem-1139	179	17	1000	1000	NUM
fbem-1139	179	18	,	,	PUNCT
fbem-1139	179	19	sold	sell	VERB
fbem-1139	179	20	it	it	PRON
fbem-1139	179	21	on	on	ADP
fbem-1139	179	22	september	september	PROPN
fbem-1139	179	23	6	6	NUM
fbem-1139	179	24	,	,	PUNCT
fbem-1139	179	25	2017	2017	NUM
fbem-1139	179	26	,	,	PUNCT
fbem-1139	179	27	bought	buy	VERB
fbem-1139	179	28	all	all	DET
fbem-1139	179	29	bitcoin	bitcoin	NOUN
fbem-1139	179	30	.	.	PUNCT
fbem-1139	180	1	until	until	ADP
fbem-1139	180	2	september	september	PROPN
fbem-1139	180	3	7	7	NUM
fbem-1139	180	4	,	,	PUNCT
fbem-1139	180	5	2021	2021	NUM
fbem-1139	180	6	,	,	PUNCT
fbem-1139	180	7	all	all	DET
fbem-1139	180	8	gold	gold	NOUN
fbem-1139	180	9	was	be	AUX
fbem-1139	180	10	sold	sell	VERB
fbem-1139	180	11	and	and	CCONJ
fbem-1139	180	12	no	no	DET
fbem-1139	180	13	further	further	ADJ
fbem-1139	180	14	buying	buying	NOUN
fbem-1139	180	15	was	be	AUX
fbem-1139	180	16	made	make	VERB
fbem-1139	180	17	.	.	PUNCT
fbem-1139	181	1	11841.766	11841.766	NUM
fbem-1139	181	2	dollars	dollar	NOUN
fbem-1139	181	3	4.2	4.2	NUM
fbem-1139	181	4	.	.	PUNCT
fbem-1139	182	1	methods	method	NOUN
fbem-1139	182	2	used	use	VERB
fbem-1139	182	3	in	in	ADP
fbem-1139	182	4	our	our	PRON
fbem-1139	182	5	models	model	NOUN
fbem-1139	182	6	correlation	correlation	NOUN
fbem-1139	182	7	coefficient	coefficient	NOUN
fbem-1139	182	8	method	method	NOUN
fbem-1139	182	9	classification	classification	NOUN
fbem-1139	182	10	calculation	calculation	NOUN
fbem-1139	182	11	method	method	NOUN
fbem-1139	182	12	neural	neural	ADJ
fbem-1139	182	13	network	network	NOUN
fbem-1139	182	14	method	method	NOUN
fbem-1139	182	15	comparative	comparative	ADJ
fbem-1139	182	16	law	law	NOUN
fbem-1139	182	17	5	5	NUM
fbem-1139	182	18	.	.	PUNCT
fbem-1139	182	19	future	future	ADJ
fbem-1139	182	20	work	work	NOUN
fbem-1139	182	21	5.1	5.1	NUM
fbem-1139	182	22	.	.	PUNCT
fbem-1139	183	1	policy	policy	NOUN
fbem-1139	183	2	risks	risk	NOUN
fbem-1139	183	3	can	can	AUX
fbem-1139	183	4	not	not	PART
fbem-1139	183	5	be	be	AUX
fbem-1139	183	6	avoided	avoid	VERB
fbem-1139	183	7	whether	whether	SCONJ
fbem-1139	183	8	it	it	PRON
fbem-1139	183	9	is	be	AUX
fbem-1139	183	10	bitcoin	bitcoin	ADJ
fbem-1139	183	11	or	or	CCONJ
fbem-1139	183	12	gold	gold	NOUN
fbem-1139	183	13	,	,	PUNCT
fbem-1139	183	14	in	in	ADP
fbem-1139	183	15	addition	addition	NOUN
fbem-1139	183	16	to	to	ADP
fbem-1139	183	17	the	the	DET
fbem-1139	183	18	factors	factor	NOUN
fbem-1139	183	19	that	that	PRON
fbem-1139	183	20	can	can	AUX
fbem-1139	183	21	be	be	AUX
fbem-1139	183	22	calculated	calculate	VERB
fbem-1139	183	23	,	,	PUNCT
fbem-1139	183	24	the	the	DET
fbem-1139	183	25	policy	policy	NOUN
fbem-1139	183	26	factors	factor	NOUN
fbem-1139	183	27	are	be	AUX
fbem-1139	183	28	difficult	difficult	ADJ
fbem-1139	183	29	to	to	PART
fbem-1139	183	30	estimate	estimate	VERB
fbem-1139	183	31	and	and	CCONJ
fbem-1139	183	32	change	change	VERB
fbem-1139	183	33	rapidly	rapidly	ADV
fbem-1139	183	34	.	.	PUNCT
fbem-1139	184	1	at	at	ADP
fbem-1139	184	2	the	the	DET
fbem-1139	184	3	same	same	ADJ
fbem-1139	184	4	time	time	NOUN
fbem-1139	184	5	,	,	PUNCT
fbem-1139	184	6	this	this	PRON
fbem-1139	184	7	affects	affect	VERB
fbem-1139	184	8	an	an	DET
fbem-1139	184	9	important	important	ADJ
fbem-1139	184	10	aspect	aspect	NOUN
fbem-1139	184	11	of	of	ADP
fbem-1139	184	12	investment	investment	NOUN
fbem-1139	184	13	profit	profit	NOUN
fbem-1139	184	14	,	,	PUNCT
fbem-1139	184	15	but	but	CCONJ
fbem-1139	184	16	our	our	PRON
fbem-1139	184	17	model	model	NOUN
fbem-1139	184	18	is	be	AUX
fbem-1139	184	19	difficult	difficult	ADJ
fbem-1139	184	20	to	to	PART
fbem-1139	184	21	predict	predict	VERB
fbem-1139	184	22	this	this	DET
fbem-1139	184	23	aspect	aspect	NOUN
fbem-1139	184	24	.	.	PUNCT
fbem-1139	185	1	5.2	5.2	NUM
fbem-1139	185	2	.	.	PUNCT
fbem-1139	186	1	bitcoin	bitcoin	NOUN
fbem-1139	186	2	mining	mining	NOUN
fbem-1139	186	3	software	software	NOUN
fbem-1139	186	4	with	with	ADP
fbem-1139	186	5	the	the	DET
fbem-1139	186	6	development	development	NOUN
fbem-1139	186	7	of	of	ADP
fbem-1139	186	8	the	the	DET
fbem-1139	186	9	internet	internet	NOUN
fbem-1139	186	10	and	and	CCONJ
fbem-1139	186	11	the	the	DET
fbem-1139	186	12	increase	increase	NOUN
fbem-1139	186	13	in	in	ADP
fbem-1139	186	14	the	the	DET
fbem-1139	186	15	number	number	NOUN
fbem-1139	186	16	of	of	ADP
fbem-1139	186	17	internet	internet	NOUN
fbem-1139	186	18	users	user	NOUN
fbem-1139	187	1	,	,	PUNCT
fbem-1139	187	2	the	the	DET
fbem-1139	187	3	development	development	NOUN
fbem-1139	187	4	of	of	ADP
fbem-1139	187	5	bitcoin	bitcoin	PROPN
fbem-1139	187	6	has	have	AUX
fbem-1139	187	7	gradually	gradually	ADV
fbem-1139	187	8	accelerated	accelerate	VERB
fbem-1139	187	9	.	.	PUNCT
fbem-1139	188	1	however	however	ADV
fbem-1139	188	2	,	,	PUNCT
fbem-1139	188	3	it	it	PRON
fbem-1139	188	4	may	may	AUX
fbem-1139	188	5	be	be	AUX
fbem-1139	188	6	due	due	ADJ
fbem-1139	188	7	to	to	ADP
fbem-1139	188	8	network	network	NOUN
fbem-1139	188	9	sentiment	sentiment	NOUN
fbem-1139	188	10	,	,	PUNCT
fbem-1139	188	11	government	government	NOUN
fbem-1139	188	12	policies	policy	NOUN
fbem-1139	188	13	and	and	CCONJ
fbem-1139	188	14	other	other	ADJ
fbem-1139	188	15	reasons	reason	NOUN
fbem-1139	188	16	.	.	PUNCT
fbem-1139	189	1	the	the	DET
fbem-1139	189	2	development	development	NOUN
fbem-1139	189	3	results	result	NOUN
fbem-1139	189	4	of	of	ADP
fbem-1139	189	5	bitcoin	bitcoin	NOUN
fbem-1139	189	6	are	be	AUX
fbem-1139	189	7	difficult	difficult	ADJ
fbem-1139	189	8	to	to	PART
fbem-1139	189	9	estimate	estimate	VERB
fbem-1139	189	10	,	,	PUNCT
fbem-1139	189	11	so	so	CCONJ
fbem-1139	189	12	the	the	DET
fbem-1139	189	13	total	total	ADJ
fbem-1139	189	14	assets	asset	NOUN
fbem-1139	189	15	are	be	AUX
fbem-1139	189	16	difficult	difficult	ADJ
fbem-1139	189	17	to	to	PART
fbem-1139	189	18	fix	fix	VERB
fbem-1139	189	19	.	.	PUNCT
fbem-1139	190	1	5.3	5.3	NUM
fbem-1139	190	2	.	.	PUNCT
fbem-1139	190	3	buy	buy	VERB
fbem-1139	190	4	and	and	CCONJ
fbem-1139	190	5	sell	sell	VERB
fbem-1139	190	6	more	more	ADJ
fbem-1139	190	7	at	at	ADP
fbem-1139	190	8	the	the	DET
fbem-1139	190	9	same	same	ADJ
fbem-1139	190	10	time	time	NOUN
fbem-1139	190	11	after	after	SCONJ
fbem-1139	190	12	the	the	DET
fbem-1139	190	13	funds	fund	NOUN
fbem-1139	190	14	reach	reach	VERB
fbem-1139	190	15	a	a	DET
fbem-1139	190	16	certain	certain	ADJ
fbem-1139	190	17	condition	condition	NOUN
fbem-1139	190	18	,	,	PUNCT
fbem-1139	190	19	large	large	ADJ
fbem-1139	190	20	-	-	PUNCT
fbem-1139	190	21	scale	scale	NOUN
fbem-1139	190	22	longterm	longterm	NOUN
fbem-1139	190	23	or	or	CCONJ
fbem-1139	190	24	short	short	ADJ
fbem-1139	190	25	-	-	PUNCT
fbem-1139	190	26	term	term	NOUN
fbem-1139	190	27	two	two	NUM
fbem-1139	190	28	currencies	currency	NOUN
fbem-1139	190	29	can	can	AUX
fbem-1139	190	30	be	be	AUX
fbem-1139	190	31	purchased	purchase	VERB
fbem-1139	190	32	at	at	ADP
fbem-1139	190	33	the	the	DET
fbem-1139	190	34	same	same	ADJ
fbem-1139	190	35	time	time	NOUN
fbem-1139	190	36	.	.	PUNCT
fbem-1139	191	1	however	however	ADV
fbem-1139	191	2	,	,	PUNCT
fbem-1139	191	3	because	because	SCONJ
fbem-1139	191	4	our	our	PRON
fbem-1139	191	5	model	model	NOUN
fbem-1139	191	6	is	be	AUX
fbem-1139	191	7	relatively	relatively	ADV
fbem-1139	191	8	simple	simple	ADJ
fbem-1139	191	9	,	,	PUNCT
fbem-1139	191	10	it	it	PRON
fbem-1139	191	11	is	be	AUX
fbem-1139	191	12	difficult	difficult	ADJ
fbem-1139	191	13	to	to	PART
fbem-1139	191	14	get	get	VERB
fbem-1139	191	15	accurate	accurate	ADJ
fbem-1139	191	16	results	result	NOUN
fbem-1139	191	17	in	in	ADP
fbem-1139	191	18	calculation	calculation	NOUN
fbem-1139	191	19	.	.	PUNCT
fbem-1139	192	1	references	reference	NOUN
fbem-1139	192	2	[	[	X
fbem-1139	192	3	1	1	NUM
fbem-1139	192	4	]	]	PUNCT
fbem-1139	192	5	jing	jing	PROPN
fbem-1139	192	6	pengfei	pengfei	PROPN
fbem-1139	192	7	comparative	comparative	ADJ
fbem-1139	192	8	study	study	NOUN
fbem-1139	192	9	on	on	ADP
fbem-1139	192	10	bitcoin	bitcoin	ADJ
fbem-1139	192	11	price	price	NOUN
fbem-1139	192	12	prediction	prediction	NOUN
fbem-1139	192	13	based	base	VERB
fbem-1139	192	14	on	on	ADP
fbem-1139	192	15	multi	multi	ADJ
fbem-1139	192	16	model	model	NOUN
fbem-1139	193	1	[	[	X
fbem-1139	193	2	d	d	X
fbem-1139	193	3	]	]	X
fbem-1139	193	4	shanxi	shanxi	PROPN
fbem-1139	193	5	university	university	PROPN
fbem-1139	193	6	,	,	PUNCT
fbem-1139	193	7	2021	2021	NUM
fbem-1139	193	8	doi:10.27284	doi:10.27284	NOUN
fbem-1139	193	9	/	/	SYM
fbem-1139	193	10	d.cnki	d.cnki	NOUN
fbem-1139	193	11	.	.	PUNCT
fbem-1139	194	1	gsxiu	gsxiu	INTJ
fbem-1139	194	2	.	.	PUNCT
fbem-1139	195	1	2021.000592	2021.000592	X
fbem-1139	195	2	.	.	PUNCT
fbem-1139	196	1	[	[	X
fbem-1139	196	2	2	2	NUM
fbem-1139	196	3	]	]	PUNCT
fbem-1139	196	4	grullon	grullon	NOUN
fbem-1139	196	5	g	g	NOUN
fbem-1139	196	6	,	,	PUNCT
fbem-1139	196	7	ikenberry	ikenberry	NOUN
fbem-1139	196	8	d	d	X
fbem-1139	196	9	l.	l.	PROPN
fbem-1139	197	1	what	what	PRON
fbem-1139	197	2	do	do	AUX
fbem-1139	197	3	we	we	PRON
fbem-1139	197	4	know	know	VERB
fbem-1139	197	5	about	about	ADP
fbem-1139	197	6	stock	stock	NOUN
fbem-1139	197	7	repurchases[j].journal	repurchases[j].journal	ADJ
fbem-1139	197	8	of	of	ADP
fbem-1139	197	9	applied	apply	VERB
fbem-1139	197	10	corporate	corporate	ADJ
fbem-1139	197	11	finance	finance	NOUN
fbem-1139	197	12	,	,	PUNCT
fbem-1139	197	13	2015,13(1):31	2015,13(1):31	NUM
fbem-1139	197	14	-	-	SYM
fbem-1139	197	15	51	51	NUM
fbem-1139	197	16	.	.	PUNCT
fbem-1139	198	1	[	[	X
fbem-1139	198	2	3	3	X
fbem-1139	198	3	]	]	X
fbem-1139	198	4	hakan	hakan	PROPN
fbem-1139	198	5	y.testing	y.testing	PROPN
fbem-1139	198	6	the	the	DET
fbem-1139	198	7	relationship	relationship	NOUN
fbem-1139	198	8	between	between	ADP
fbem-1139	198	9	daily	daily	ADJ
fbem-1139	198	10	bitcoin	bitcoin	NOUN
fbem-1139	198	11	and	and	CCONJ
fbem-1139	198	12	gold	gold	NOUN
fbem-1139	198	13	prices	price	NOUN
fbem-1139	198	14	:	:	PUNCT
fbem-1139	198	15	2012	2012	NUM
fbem-1139	198	16	-	-	SYM
fbem-1139	198	17	2013	2013	NUM
fbem-1139	198	18	johansen	johansen	PROPN
fbem-1139	198	19	cointegration	cointegration	PROPN
fbem-1139	198	20	test[j	test[j	NOUN
fbem-1139	198	21	]	]	PUNCT
fbem-1139	198	22	.	.	PUNCT
fbem-1139	199	1	insan	insan	PROPN
fbem-1139	199	2	ve	ve	AUX
fbem-1139	199	3	toplum	toplum	PROPN
fbem-1139	199	4	bilimleri	bilimleri	NOUN
fbem-1139	199	5	arastirmalar1	arastirmalar1	X
fbem-1139	199	6	dergisi,2018,25(4):16	dergisi,2018,25(4):16	NOUN
fbem-1139	199	7	-	-	SYM
fbem-1139	199	8	32	32	NUM
fbem-1139	199	9	.	.	PUNCT
fbem-1139	200	1	[	[	X
fbem-1139	200	2	4	4	NUM
fbem-1139	200	3	]	]	X
fbem-1139	200	4	cheng	cheng	PROPN
fbem-1139	200	5	c	c	PROPN
fbem-1139	200	6	h	h	PROPN
fbem-1139	200	7	,	,	PUNCT
fbem-1139	200	8	chen	chen	PROPN
fbem-1139	200	9	t	t	PROPN
fbem-1139	200	10	l	l	PROPN
fbem-1139	200	11	,	,	PUNCT
fbem-1139	200	12	wei	wei	PROPN
fbem-1139	200	13	l	l	PROPN
fbem-1139	200	14	y.	y.	PROPN
fbem-1139	200	15	a	a	DET
fbem-1139	200	16	hybrid	hybrid	NOUN
fbem-1139	200	17	model	model	NOUN
fbem-1139	200	18	based	base	VERB
fbem-1139	200	19	on	on	ADP
fbem-1139	200	20	rough	rough	ADJ
fbem-1139	200	21	sets	set	NOUN
fbem-1139	200	22	theory	theory	NOUN
fbem-1139	200	23	and	and	CCONJ
fbem-1139	200	24	genetic	genetic	ADJ
fbem-1139	200	25	algorithms	algorithm	NOUN
fbem-1139	200	26	for	for	ADP
fbem-1139	200	27	stock	stock	NOUN
fbem-1139	200	28	price	price	NOUN
fbem-1139	200	29	forecasting[j	forecasting[j	NOUN
fbem-1139	200	30	]	]	PUNCT
fbem-1139	200	31	.	.	PUNCT
fbem-1139	201	1	information	information	NOUN
fbem-1139	201	2	sciences	sciences	PROPN
fbem-1139	201	3	,	,	PUNCT
fbem-1139	201	4	2010,180(9):1610	2010,180(9):1610	NUM
fbem-1139	201	5	-	-	SYM
fbem-1139	201	6	1629	1629	NUM
fbem-1139	201	7	.	.	PUNCT
fbem-1139	202	1	77	77	NUM
fbem-1139	203	1	[	[	X
fbem-1139	203	2	5	5	NUM
fbem-1139	203	3	]	]	X
fbem-1139	203	4	wu	wu	PROPN
fbem-1139	203	5	k	k	PROPN
fbem-1139	203	6	,	,	PUNCT
fbem-1139	203	7	peng	peng	PROPN
fbem-1139	203	8	b	b	PROPN
fbem-1139	203	9	,	,	PUNCT
fbem-1139	203	10	xie	xie	PROPN
fbem-1139	203	11	h	h	PROPN
fbem-1139	203	12	,	,	PUNCT
fbem-1139	203	13	et	et	PROPN
fbem-1139	203	14	al	al	PROPN
fbem-1139	203	15	.	.	PUNCT
fbem-1139	204	1	a	a	DET
fbem-1139	204	2	coefficient	coefficient	NOUN
fbem-1139	204	3	of	of	ADP
fbem-1139	204	4	variation	variation	NOUN
fbem-1139	204	5	method	method	NOUN
fbem-1139	204	6	to	to	PART
fbem-1139	204	7	measure	measure	VERB
fbem-1139	204	8	the	the	DET
fbem-1139	204	9	extents	extent	NOUN
fbem-1139	204	10	of	of	ADP
fbem-1139	204	11	decentralization	decentralization	NOUN
fbem-1139	204	12	for	for	ADP
fbem-1139	204	13	bitcoin	bitcoin	ADJ
fbem-1139	204	14	and	and	CCONJ
fbem-1139	204	15	ethereum	ethereum	NOUN
fbem-1139	204	16	networks[j].internationaljournal	networks[j].internationaljournal	ADJ
fbem-1139	204	17	of	of	ADP
fbem-1139	204	18	network	network	NOUN
fbem-1139	204	19	security	security	NOUN
fbem-1139	204	20	,	,	PUNCT
fbem-1139	204	21	2020,22(2):191	2020,22(2):191	PROPN
fbem-1139	204	22	-	-	SYM
fbem-1139	204	23	200	200	NUM
fbem-1139	204	24	.	.	PUNCT
fbem-1139	205	1	[	[	X
fbem-1139	205	2	6	6	NUM
fbem-1139	205	3	]	]	X
fbem-1139	205	4	chen	chen	PROPN
fbem-1139	205	5	zhei	zhei	PROPN
fbem-1139	205	6	.	.	PUNCT
fbem-1139	206	1	research	research	NOUN
fbem-1139	206	2	on	on	ADP
fbem-1139	206	3	the	the	DET
fbem-1139	206	4	influencing	influence	VERB
fbem-1139	206	5	factors	factor	NOUN
fbem-1139	206	6	and	and	CCONJ
fbem-1139	206	7	prediction	prediction	NOUN
fbem-1139	206	8	methods	method	NOUN
fbem-1139	206	9	of	of	ADP
fbem-1139	206	10	bitcoin	bitcoin	ADJ
fbem-1139	206	11	price	price	NOUN
fbem-1139	207	1	[	[	X
fbem-1139	207	2	d	d	X
fbem-1139	207	3	]	]	X
fbem-1139	207	4	.	.	PUNCT
fbem-1139	208	1	harbin	harbin	PROPN
fbem-1139	208	2	institute	institute	PROPN
fbem-1139	208	3	of	of	ADP
fbem-1139	208	4	technology	technology	PROPN
fbem-1139	208	5	,	,	PUNCT
fbem-1139	208	6	2021.doi	2021.doi	NUM
fbem-1139	208	7	:	:	PUNCT
fbem-1139	208	8	10.27061	10.27061	NUM
fbem-1139	208	9	/	/	SYM
fbem-1139	208	10	d.cnki.ghgdu.2021.000149	d.cnki.ghgdu.2021.000149	NOUN
fbem-1139	208	11	.	.	PUNCT
fbem-1139	209	1	[	[	X
fbem-1139	209	2	7	7	NUM
fbem-1139	209	3	]	]	X
fbem-1139	209	4	hongyang	hongyang	PROPN
fbem-1139	209	5	,	,	PUNCT
fbem-1139	209	6	wang	wang	PROPN
fbem-1139	209	7	li	li	PROPN
fbem-1139	209	8	song	song	PROPN
fbem-1139	209	9	,	,	PUNCT
fbem-1139	209	10	ge	ge	PROPN
fbem-1139	209	11	chunpeng.research	chunpeng.research	PROPN
fbem-1139	209	12	on	on	ADP
fbem-1139	209	13	mining	mining	NOUN
fbem-1139	209	14	strategy	strategy	NOUN
fbem-1139	209	15	and	and	CCONJ
fbem-1139	209	16	yield	yield	NOUN
fbem-1139	209	17	of	of	ADP
fbem-1139	209	18	bitcoin	bitcoin	ADJ
fbem-1139	209	19	platform	platform	NOUN
fbem-1139	210	1	[	[	X
fbem-1139	210	2	j	j	X
fbem-1139	210	3	]	]	X
fbem-1139	210	4	.journal	.journal	PROPN
fbem-1139	210	5	of	of	ADP
fbem-1139	210	6	nanjing	nanjing	PROPN
fbem-1139	210	7	university	university	PROPN
fbem-1139	210	8	of	of	ADP
fbem-1139	210	9	information	information	NOUN
fbem-1139	210	10	science	science	NOUN
fbem-1139	210	11	(	(	PUNCT
fbem-1139	210	12	natural	natural	ADJ
fbem-1139	210	13	science	science	NOUN
fbem-1139	210	14	edition	edition	NOUN
fbem-1139	210	15	)	)	PUNCT
fbem-1139	210	16	,	,	PUNCT
fbem-1139	210	17	2019	2019	NUM
fbem-1139	210	18	,	,	PUNCT
fbem-1139	210	19	11	11	NUM
fbem-1139	210	20	(	(	PUNCT
fbem-1139	210	21	05	05	NUM
fbem-1139	210	22	):	):	PUNCT
fbem-1139	210	23	532-540.doi	532-540.doi	NUM
fbem-1139	210	24	:	:	PUNCT
fbem-1139	210	25	10.13878	10.13878	NUM
fbem-1139	210	26	/j.cnki.jnuist.2019.05.004	/j.cnki.jnuist.2019.05.004	NOUN
fbem-1139	210	27	.	.	PUNCT
fbem-1139	211	1	[	[	X
fbem-1139	211	2	8	8	NUM
fbem-1139	211	3	]	]	SYM
fbem-1139	211	4	xiong	xiong	PROPN
fbem-1139	211	5	wei	wei	PROPN
fbem-1139	211	6	.	.	PUNCT
fbem-1139	212	1	research	research	NOUN
fbem-1139	212	2	on	on	ADP
fbem-1139	212	3	the	the	DET
fbem-1139	212	4	dynamic	dynamic	ADJ
fbem-1139	212	5	optimization	optimization	NOUN
fbem-1139	212	6	of	of	ADP
fbem-1139	212	7	energy	energy	NOUN
fbem-1139	212	8	price	price	NOUN
fbem-1139	212	9	based	base	VERB
fbem-1139	212	10	on	on	ADP
fbem-1139	212	11	dynamic	dynamic	ADJ
fbem-1139	212	12	cge	cge	PROPN
fbem-1139	213	1	[	[	X
fbem-1139	213	2	d	d	X
fbem-1139	213	3	]	]	X
fbem-1139	213	4	.	.	PUNCT
fbem-1139	214	1	north	north	PROPN
fbem-1139	214	2	china	china	PROPN
fbem-1139	214	3	electric	electric	PROPN
fbem-1139	214	4	power	power	PROPN
fbem-1139	214	5	university	university	PROPN
fbem-1139	214	6	(	(	PUNCT
fbem-1139	214	7	beijing	beijing	PROPN
fbem-1139	214	8	)	)	PUNCT
fbem-1139	214	9	,	,	PUNCT
fbem-1139	214	10	2014	2014	NUM
fbem-1139	214	11	.	.	PUNCT
fbem-1139	215	1	[	[	X
fbem-1139	215	2	9	9	NUM
fbem-1139	215	3	]	]	X
fbem-1139	215	4	meng	meng	PROPN
fbem-1139	215	5	lili	lili	PROPN
fbem-1139	215	6	,	,	PUNCT
fbem-1139	215	7	zhang	zhang	PROPN
fbem-1139	215	8	bohan	bohan	PROPN
fbem-1139	215	9	.	.	PUNCT
fbem-1139	216	1	primitive	primitive	ADJ
fbem-1139	216	2	risk	risk	NOUN
fbem-1139	216	3	prediction	prediction	NOUN
fbem-1139	216	4	and	and	CCONJ
fbem-1139	216	5	control	control	NOUN
fbem-1139	216	6	based	base	VERB
fbem-1139	216	7	on	on	ADP
fbem-1139	216	8	multi	multi	ADJ
fbem-1139	216	9	linear	linear	PROPN
fbem-1139	216	10	regression	regression	NOUN
fbem-1139	217	1	[	[	X
fbem-1139	217	2	j	j	X
fbem-1139	217	3	]	]	X
fbem-1139	217	4	.	.	PUNCT
fbem-1139	218	1	green	green	ADJ
fbem-1139	218	2	technology	technology	PROPN
fbem-1139	218	3	,	,	PUNCT
fbem-1139	218	4	2021,23	2021,23	NUM
fbem-1139	218	5	(	(	PUNCT
fbem-1139	218	6	16	16	NUM
fbem-1139	218	7	):	):	PUNCT
fbem-1139	218	8	263	263	NUM
fbem-1139	218	9	-	-	SYM
fbem-1139	218	10	265	265	NUM
fbem-1139	218	11	+	+	NUM
fbem-1139	218	12	269.doi	269.doi	NUM
fbem-1139	218	13	:	:	PUNCT
fbem-1139	218	14	10.16663	10.16663	NUM
fbem-1139	218	15	/	/	SYM
fbem-1139	218	16	j.cnki.lskj.2021.16	j.cnki.lskj.2021.16	PROPN
fbem-1139	218	17	.	.	PUNCT
fbem-1139	219	1	070	070	NUM
fbem-1139	219	2	.	.	PUNCT
fbem-1139	220	1	[	[	X
fbem-1139	220	2	10	10	NUM
fbem-1139	220	3	]	]	X
fbem-1139	220	4	padungsaksawasdi	padungsaksawasdi	PROPN
fbem-1139	220	5	chaiyuth	chaiyuth	NOUN
fbem-1139	220	6	.	.	PUNCT
fbem-1139	221	1	on	on	ADP
fbem-1139	221	2	the	the	DET
fbem-1139	221	3	dynamic	dynamic	ADJ
fbem-1139	221	4	relationship	relationship	NOUN
fbem-1139	221	5	between	between	ADP
fbem-1139	221	6	gold	gold	NOUN
fbem-1139	221	7	investor	investor	NOUN
fbem-1139	221	8	sentiment	sentiment	NOUN
fbem-1139	221	9	index	index	NOUN
fbem-1139	221	10	and	and	CCONJ
fbem-1139	221	11	stock	stock	NOUN
fbem-1139	221	12	market	market	NOUN
fbem-1139	221	13	:	:	PUNCT
fbem-1139	221	14	a	a	DET
fbem-1139	221	15	sectoral	sectoral	ADJ
fbem-1139	221	16	analysis[j	analysis[j	NOUN
fbem-1139	221	17	]	]	PUNCT
fbem-1139	221	18	.	.	PUNCT
fbem-1139	222	1	international	international	ADJ
fbem-1139	222	2	journal	journal	PROPN
fbem-1139	222	3	of	of	ADP
fbem-1139	222	4	managerial	managerial	ADJ
fbem-1139	222	5	finance,2019,ahead	finance,2019,ahead	NOUN
fbem-1139	222	6	-	-	PUNCT
fbem-1139	222	7	of	of	ADP
fbem-1139	222	8	-	-	PUNCT
fbem-1139	222	9	print(ahead	print(ahead	NOUN
fbem-1139	222	10	-	-	PUNCT
fbem-1139	222	11	of	of	ADP
fbem-1139	222	12	-	-	PUNCT
fbem-1139	222	13	print	print	NOUN
fbem-1139	222	14	):	):	PUNCT