id	sid	tid	token	lemma	pos
ajst-18564	1	1	academic	academic	ADJ
ajst-18564	1	2	journal	journal	NOUN
ajst-18564	1	3	of	of	ADP
ajst-18564	1	4	science	science	NOUN
ajst-18564	1	5	and	and	CCONJ
ajst-18564	1	6	technology	technology	NOUN
ajst-18564	1	7	issn	issn	NOUN
ajst-18564	1	8	:	:	PUNCT
ajst-18564	1	9	2771	2771	NUM
ajst-18564	1	10	-	-	SYM
ajst-18564	1	11	3032	3032	NUM
ajst-18564	1	12	|	|	NOUN
ajst-18564	1	13	vol	vol	NOUN
ajst-18564	1	14	.	.	PROPN
ajst-18564	2	1	9	9	NUM
ajst-18564	2	2	,	,	PUNCT
ajst-18564	2	3	no	no	INTJ
ajst-18564	2	4	.	.	NOUN
ajst-18564	2	5	3	3	NUM
ajst-18564	2	6	,	,	PUNCT
ajst-18564	2	7	2024	2024	NUM
ajst-18564	2	8	156	156	NUM
ajst-18564	2	9	secure	secure	ADJ
ajst-18564	2	10	digital	digital	ADJ
ajst-18564	2	11	asset	asset	NOUN
ajst-18564	2	12	transactions	transaction	NOUN
ajst-18564	2	13	:	:	PUNCT
ajst-18564	2	14	integrating	integrate	VERB
ajst-18564	2	15	distributed	distribute	VERB
ajst-18564	2	16	ledger	ledger	NOUN
ajst-18564	2	17	technology	technology	NOUN
ajst-18564	2	18	with	with	ADP
ajst-18564	2	19	safe	safe	ADJ
ajst-18564	2	20	ai	ai	NOUN
ajst-18564	2	21	mechanisms	mechanism	NOUN
ajst-18564	2	22	qishuo	qishuo	PROPN
ajst-18564	2	23	cheng1	cheng1	PROPN
ajst-18564	2	24	,	,	PUNCT
ajst-18564	2	25	*	*	PUNCT
ajst-18564	2	26	,	,	PUNCT
ajst-18564	2	27	yulu	yulu	VERB
ajst-18564	2	28	gong2	gong2	PROPN
ajst-18564	2	29	,	,	PUNCT
ajst-18564	2	30	yang	yang	PROPN
ajst-18564	2	31	qin3	qin3	PROPN
ajst-18564	2	32	,	,	PUNCT
ajst-18564	2	33	xiang	xiang	PROPN
ajst-18564	2	34	ao4	ao4	PROPN
ajst-18564	2	35	,	,	PUNCT
ajst-18564	2	36	zhenglin	zhenglin	PROPN
ajst-18564	2	37	li5	li5	PROPN
ajst-18564	2	38	1department	1department	NUM
ajst-18564	2	39	of	of	ADP
ajst-18564	2	40	economics	economic	NOUN
ajst-18564	2	41	,	,	PUNCT
ajst-18564	2	42	university	university	NOUN
ajst-18564	2	43	of	of	ADP
ajst-18564	2	44	chicago	chicago	PROPN
ajst-18564	2	45	,	,	PUNCT
ajst-18564	2	46	chicago	chicago	PROPN
ajst-18564	2	47	,	,	PUNCT
ajst-18564	2	48	il	il	PROPN
ajst-18564	2	49	,	,	PUNCT
ajst-18564	2	50	usa	usa	PROPN
ajst-18564	2	51	2school	2school	PROPN
ajst-18564	2	52	of	of	ADP
ajst-18564	2	53	informatics	informatics	PROPN
ajst-18564	2	54	,	,	PUNCT
ajst-18564	2	55	computing	computing	NOUN
ajst-18564	2	56	,	,	PUNCT
ajst-18564	2	57	and	and	CCONJ
ajst-18564	2	58	cyber	cyber	NOUN
ajst-18564	2	59	systems	system	NOUN
ajst-18564	2	60	,	,	PUNCT
ajst-18564	2	61	northern	northern	PROPN
ajst-18564	2	62	arizona	arizona	PROPN
ajst-18564	2	63	university	university	PROPN
ajst-18564	2	64	,	,	PUNCT
ajst-18564	2	65	flagstaff	flagstaff	PROPN
ajst-18564	2	66	,	,	PUNCT
ajst-18564	2	67	az	az	PROPN
ajst-18564	2	68	,	,	PUNCT
ajst-18564	2	69	usa	usa	PROPN
ajst-18564	2	70	3school	3school	PROPN
ajst-18564	2	71	of	of	ADP
ajst-18564	2	72	integrated	integrate	VERB
ajst-18564	2	73	circult	circult	ADJ
ajst-18564	2	74	science	science	NOUN
ajst-18564	2	75	and	and	CCONJ
ajst-18564	2	76	engineering	engineering	NOUN
ajst-18564	2	77	(	(	PUNCT
ajst-18564	2	78	exemplary	exemplary	ADJ
ajst-18564	2	79	school	school	NOUN
ajst-18564	2	80	of	of	ADP
ajst-18564	2	81	microelectronics	microelectronic	NOUN
ajst-18564	2	82	)	)	PUNCT
ajst-18564	2	83	,	,	PUNCT
ajst-18564	2	84	university	university	NOUN
ajst-18564	2	85	of	of	ADP
ajst-18564	2	86	electronic	electronic	ADJ
ajst-18564	2	87	science	science	NOUN
ajst-18564	2	88	and	and	CCONJ
ajst-18564	2	89	technology	technology	NOUN
ajst-18564	2	90	of	of	ADP
ajst-18564	2	91	china	china	PROPN
ajst-18564	2	92	,	,	PUNCT
ajst-18564	2	93	chengdu	chengdu	PROPN
ajst-18564	2	94	,	,	PUNCT
ajst-18564	2	95	sichuan	sichuan	PROPN
ajst-18564	2	96	,	,	PUNCT
ajst-18564	2	97	china	china	PROPN
ajst-18564	2	98	4school	4school	NUM
ajst-18564	2	99	of	of	ADP
ajst-18564	2	100	computer	computer	NOUN
ajst-18564	2	101	science	science	PROPN
ajst-18564	2	102	&	&	CCONJ
ajst-18564	2	103	engineering	engineering	PROPN
ajst-18564	2	104	(	(	PUNCT
ajst-18564	2	105	school	school	NOUN
ajst-18564	2	106	of	of	ADP
ajst-18564	2	107	cybersecurity	cybersecurity	NOUN
ajst-18564	2	108	)	)	PUNCT
ajst-18564	2	109	,	,	PUNCT
ajst-18564	2	110	university	university	NOUN
ajst-18564	2	111	of	of	ADP
ajst-18564	2	112	electronic	electronic	ADJ
ajst-18564	2	113	science	science	NOUN
ajst-18564	2	114	and	and	CCONJ
ajst-18564	2	115	technology	technology	NOUN
ajst-18564	2	116	of	of	ADP
ajst-18564	2	117	china	china	PROPN
ajst-18564	2	118	,	,	PUNCT
ajst-18564	2	119	chengdu	chengdu	PROPN
ajst-18564	2	120	,	,	PUNCT
ajst-18564	2	121	sichuan	sichuan	PROPN
ajst-18564	2	122	,	,	PUNCT
ajst-18564	2	123	china	china	PROPN
ajst-18564	2	124	5department	5department	NUM
ajst-18564	2	125	of	of	ADP
ajst-18564	2	126	computer	computer	NOUN
ajst-18564	2	127	science	science	NOUN
ajst-18564	2	128	and	and	CCONJ
ajst-18564	2	129	engineering	engineering	NOUN
ajst-18564	2	130	,	,	PUNCT
ajst-18564	2	131	texas	texas	PROPN
ajst-18564	2	132	a&m	a&m	PROPN
ajst-18564	2	133	university	university	PROPN
ajst-18564	2	134	,	,	PUNCT
ajst-18564	2	135	college	college	NOUN
ajst-18564	2	136	station	station	NOUN
ajst-18564	2	137	,	,	PUNCT
ajst-18564	2	138	tx	tx	PROPN
ajst-18564	2	139	,	,	PUNCT
ajst-18564	2	140	usa	usa	PROPN
ajst-18564	2	141	*	*	PUNCT
ajst-18564	2	142	corresponding	correspond	VERB
ajst-18564	2	143	author	author	NOUN
ajst-18564	2	144	:	:	PUNCT
ajst-18564	3	1	qishuo	qishuo	PROPN
ajst-18564	3	2	cheng	cheng	PROPN
ajst-18564	3	3	(	(	PUNCT
ajst-18564	3	4	e	e	NOUN
ajst-18564	3	5	-	-	NOUN
ajst-18564	3	6	mail	mail	NOUN
ajst-18564	3	7	:	:	PUNCT
ajst-18564	3	8	qishuoc@uchicago.edu	qishuoc@uchicago.edu	X
ajst-18564	3	9	)	)	PUNCT
ajst-18564	3	10	abstract	abstract	NOUN
ajst-18564	3	11	:	:	PUNCT
ajst-18564	3	12	this	this	DET
ajst-18564	3	13	paper	paper	NOUN
ajst-18564	3	14	explores	explore	VERB
ajst-18564	3	15	the	the	DET
ajst-18564	3	16	integration	integration	NOUN
ajst-18564	3	17	of	of	ADP
ajst-18564	3	18	distributed	distribute	VERB
ajst-18564	3	19	ledger	ledger	NOUN
ajst-18564	3	20	technology	technology	NOUN
ajst-18564	3	21	(	(	PUNCT
ajst-18564	3	22	dlt	dlt	PROPN
ajst-18564	3	23	)	)	PUNCT
ajst-18564	3	24	and	and	CCONJ
ajst-18564	3	25	artificial	artificial	ADJ
ajst-18564	3	26	intelligence	intelligence	NOUN
ajst-18564	3	27	(	(	PUNCT
ajst-18564	3	28	ai	ai	NOUN
ajst-18564	3	29	)	)	PUNCT
ajst-18564	3	30	in	in	ADP
ajst-18564	3	31	digital	digital	ADJ
ajst-18564	3	32	asset	asset	NOUN
ajst-18564	3	33	transactions	transaction	NOUN
ajst-18564	3	34	,	,	PUNCT
ajst-18564	3	35	focusing	focus	VERB
ajst-18564	3	36	on	on	ADP
ajst-18564	3	37	the	the	DET
ajst-18564	3	38	challenges	challenge	NOUN
ajst-18564	3	39	of	of	ADP
ajst-18564	3	40	security	security	NOUN
ajst-18564	3	41	,	,	PUNCT
ajst-18564	3	42	privacy	privacy	NOUN
ajst-18564	3	43	protection	protection	NOUN
ajst-18564	3	44	,	,	PUNCT
ajst-18564	3	45	and	and	CCONJ
ajst-18564	3	46	smart	smart	ADJ
ajst-18564	3	47	contract	contract	NOUN
ajst-18564	3	48	reliability	reliability	NOUN
ajst-18564	3	49	.	.	PUNCT
ajst-18564	4	1	through	through	ADP
ajst-18564	4	2	a	a	DET
ajst-18564	4	3	comprehensive	comprehensive	ADJ
ajst-18564	4	4	analysis	analysis	NOUN
ajst-18564	4	5	,	,	PUNCT
ajst-18564	4	6	it	it	PRON
ajst-18564	4	7	was	be	AUX
ajst-18564	4	8	found	find	VERB
ajst-18564	4	9	that	that	SCONJ
ajst-18564	4	10	dlt	dlt	PROPN
ajst-18564	4	11	ensures	ensure	VERB
ajst-18564	4	12	transaction	transaction	NOUN
ajst-18564	4	13	security	security	NOUN
ajst-18564	4	14	and	and	CCONJ
ajst-18564	4	15	transparency	transparency	NOUN
ajst-18564	4	16	through	through	ADP
ajst-18564	4	17	decentralized	decentralize	VERB
ajst-18564	4	18	recording	recording	NOUN
ajst-18564	4	19	and	and	CCONJ
ajst-18564	4	20	consensus	consensus	NOUN
ajst-18564	4	21	mechanisms	mechanism	NOUN
ajst-18564	4	22	,	,	PUNCT
ajst-18564	4	23	while	while	SCONJ
ajst-18564	4	24	ai	ai	VERB
ajst-18564	4	25	enhances	enhance	NOUN
ajst-18564	4	26	security	security	NOUN
ajst-18564	4	27	through	through	ADP
ajst-18564	4	28	anomaly	anomaly	NOUN
ajst-18564	4	29	detection	detection	NOUN
ajst-18564	4	30	and	and	CCONJ
ajst-18564	4	31	threat	threat	NOUN
ajst-18564	4	32	analysis	analysis	NOUN
ajst-18564	4	33	.	.	PUNCT
ajst-18564	5	1	in	in	ADP
ajst-18564	5	2	addition	addition	NOUN
ajst-18564	5	3	,	,	PUNCT
ajst-18564	5	4	the	the	DET
ajst-18564	5	5	convergence	convergence	NOUN
ajst-18564	5	6	of	of	ADP
ajst-18564	5	7	dlt	dlt	PROPN
ajst-18564	5	8	and	and	CCONJ
ajst-18564	5	9	ai	ai	PROPN
ajst-18564	5	10	has	have	AUX
ajst-18564	5	11	significantly	significantly	ADV
ajst-18564	5	12	enhanced	enhance	VERB
ajst-18564	5	13	privacy	privacy	NOUN
ajst-18564	5	14	protection	protection	NOUN
ajst-18564	5	15	by	by	ADP
ajst-18564	5	16	encrypting	encrypt	VERB
ajst-18564	5	17	data	datum	NOUN
ajst-18564	5	18	transfers	transfer	NOUN
ajst-18564	5	19	and	and	CCONJ
ajst-18564	5	20	using	use	VERB
ajst-18564	5	21	data	datum	NOUN
ajst-18564	5	22	desensitization	desensitization	NOUN
ajst-18564	5	23	techniques	technique	NOUN
ajst-18564	5	24	.	.	PUNCT
ajst-18564	6	1	in	in	ADP
ajst-18564	6	2	addition	addition	NOUN
ajst-18564	6	3	,	,	PUNCT
ajst-18564	6	4	ai	ai	VERB
ajst-18564	6	5	-	-	PUNCT
ajst-18564	6	6	driven	drive	VERB
ajst-18564	6	7	automated	automate	VERB
ajst-18564	6	8	testing	testing	NOUN
ajst-18564	6	9	and	and	CCONJ
ajst-18564	6	10	vulnerability	vulnerability	NOUN
ajst-18564	6	11	prediction	prediction	NOUN
ajst-18564	6	12	improve	improve	VERB
ajst-18564	6	13	the	the	DET
ajst-18564	6	14	reliability	reliability	NOUN
ajst-18564	6	15	and	and	CCONJ
ajst-18564	6	16	execution	execution	NOUN
ajst-18564	6	17	efficiency	efficiency	NOUN
ajst-18564	6	18	of	of	ADP
ajst-18564	6	19	smart	smart	ADJ
ajst-18564	6	20	contracts	contract	NOUN
ajst-18564	6	21	,	,	PUNCT
ajst-18564	6	22	ensuring	ensure	VERB
ajst-18564	6	23	the	the	DET
ajst-18564	6	24	integrity	integrity	NOUN
ajst-18564	6	25	of	of	ADP
ajst-18564	6	26	transactions	transaction	NOUN
ajst-18564	6	27	.	.	PUNCT
ajst-18564	7	1	overall	overall	ADV
ajst-18564	7	2	,	,	PUNCT
ajst-18564	7	3	the	the	DET
ajst-18564	7	4	integration	integration	NOUN
ajst-18564	7	5	of	of	ADP
ajst-18564	7	6	dlt	dlt	PROPN
ajst-18564	7	7	and	and	CCONJ
ajst-18564	7	8	ai	ai	VERB
ajst-18564	7	9	provides	provide	VERB
ajst-18564	7	10	a	a	DET
ajst-18564	7	11	solid	solid	ADJ
ajst-18564	7	12	framework	framework	NOUN
ajst-18564	7	13	for	for	ADP
ajst-18564	7	14	safe	safe	ADJ
ajst-18564	7	15	,	,	PUNCT
ajst-18564	7	16	efficient	efficient	ADJ
ajst-18564	7	17	and	and	CCONJ
ajst-18564	7	18	reliable	reliable	ADJ
ajst-18564	7	19	digital	digital	ADJ
ajst-18564	7	20	asset	asset	NOUN
ajst-18564	7	21	trading	trading	NOUN
ajst-18564	7	22	,	,	PUNCT
ajst-18564	7	23	paving	pave	VERB
ajst-18564	7	24	the	the	DET
ajst-18564	7	25	way	way	NOUN
ajst-18564	7	26	for	for	ADP
ajst-18564	7	27	the	the	DET
ajst-18564	7	28	further	further	ADJ
ajst-18564	7	29	development	development	NOUN
ajst-18564	7	30	and	and	CCONJ
ajst-18564	7	31	maturity	maturity	NOUN
ajst-18564	7	32	of	of	ADP
ajst-18564	7	33	the	the	DET
ajst-18564	7	34	digital	digital	ADJ
ajst-18564	7	35	asset	asset	NOUN
ajst-18564	7	36	market	market	NOUN
ajst-18564	7	37	.	.	PUNCT
ajst-18564	8	1	keywords	keyword	NOUN
ajst-18564	8	2	:	:	PUNCT
ajst-18564	8	3	distributed	distribute	VERB
ajst-18564	8	4	ledger	ledger	NOUN
ajst-18564	8	5	technology	technology	NOUN
ajst-18564	8	6	(	(	PUNCT
ajst-18564	8	7	dlt	dlt	PROPN
ajst-18564	8	8	)	)	PUNCT
ajst-18564	8	9	,	,	PUNCT
ajst-18564	8	10	artificial	artificial	ADJ
ajst-18564	8	11	intelligence	intelligence	NOUN
ajst-18564	8	12	(	(	PUNCT
ajst-18564	8	13	ai	ai	NOUN
ajst-18564	8	14	)	)	PUNCT
ajst-18564	8	15	,	,	PUNCT
ajst-18564	8	16	digital	digital	ADJ
ajst-18564	8	17	asset	asset	NOUN
ajst-18564	8	18	trading	trading	NOUN
ajst-18564	8	19	,	,	PUNCT
ajst-18564	8	20	security	security	NOUN
ajst-18564	8	21	,	,	PUNCT
ajst-18564	8	22	privacy	privacy	NOUN
ajst-18564	8	23	.	.	PUNCT
ajst-18564	9	1	1	1	X
ajst-18564	9	2	.	.	X
ajst-18564	9	3	introduction	introduction	NOUN
ajst-18564	9	4	as	as	ADP
ajst-18564	9	5	the	the	DET
ajst-18564	9	6	frontier	frontier	NOUN
ajst-18564	9	7	of	of	ADP
ajst-18564	9	8	the	the	DET
ajst-18564	9	9	digital	digital	ADJ
ajst-18564	9	10	economy	economy	NOUN
ajst-18564	9	11	,	,	PUNCT
ajst-18564	9	12	digital	digital	ADJ
ajst-18564	9	13	assets	asset	NOUN
ajst-18564	9	14	are	be	AUX
ajst-18564	9	15	a	a	DET
ajst-18564	9	16	bridge	bridge	NOUN
ajst-18564	9	17	linking	link	VERB
ajst-18564	9	18	the	the	DET
ajst-18564	9	19	deep	deep	ADJ
ajst-18564	9	20	integration	integration	NOUN
ajst-18564	9	21	of	of	ADP
ajst-18564	9	22	digital	digital	ADJ
ajst-18564	9	23	technology	technology	NOUN
ajst-18564	9	24	and	and	CCONJ
ajst-18564	9	25	the	the	DET
ajst-18564	9	26	real	real	ADJ
ajst-18564	9	27	economy	economy	NOUN
ajst-18564	9	28	.	.	PUNCT
ajst-18564	10	1	the	the	DET
ajst-18564	10	2	completion	completion	NOUN
ajst-18564	10	3	of	of	ADP
ajst-18564	10	4	the	the	DET
ajst-18564	10	5	dual	dual	ADJ
ajst-18564	10	6	-	-	PUNCT
ajst-18564	10	7	platform	platform	NOUN
ajst-18564	10	8	interoperability	interoperability	NOUN
ajst-18564	10	9	of	of	ADP
ajst-18564	10	10	digital	digital	ADJ
ajst-18564	10	11	asset	asset	NOUN
ajst-18564	10	12	listing	listing	NOUN
ajst-18564	10	13	and	and	CCONJ
ajst-18564	10	14	trading	trading	NOUN
ajst-18564	10	15	,	,	PUNCT
ajst-18564	10	16	and	and	CCONJ
ajst-18564	10	17	the	the	DET
ajst-18564	10	18	opening	opening	NOUN
ajst-18564	10	19	of	of	ADP
ajst-18564	10	20	digital	digital	ADJ
ajst-18564	10	21	asset	asset	NOUN
ajst-18564	10	22	compliance	compliance	NOUN
ajst-18564	10	23	trading	trading	NOUN
ajst-18564	10	24	,	,	PUNCT
ajst-18564	10	25	is	be	AUX
ajst-18564	10	26	an	an	DET
ajst-18564	10	27	important	important	ADJ
ajst-18564	10	28	step	step	NOUN
ajst-18564	10	29	taken	take	VERB
ajst-18564	10	30	by	by	ADP
ajst-18564	10	31	the	the	DET
ajst-18564	10	32	shanghai	shanghai	PROPN
ajst-18564	10	33	data	data	PROPN
ajst-18564	10	34	exchange	exchange	PROPN
ajst-18564	10	35	to	to	PART
ajst-18564	10	36	actively	actively	ADV
ajst-18564	10	37	implement	implement	VERB
ajst-18564	10	38	the	the	DET
ajst-18564	10	39	requirements	requirement	NOUN
ajst-18564	10	40	of	of	ADP
ajst-18564	10	41	the	the	DET
ajst-18564	10	42	action	action	NOUN
ajst-18564	10	43	plan	plan	NOUN
ajst-18564	10	44	to	to	PART
ajst-18564	10	45	promote	promote	VERB
ajst-18564	10	46	the	the	DET
ajst-18564	10	47	innovation	innovation	NOUN
ajst-18564	10	48	and	and	CCONJ
ajst-18564	10	49	development	development	NOUN
ajst-18564	10	50	of	of	ADP
ajst-18564	10	51	data	datum	NOUN
ajst-18564	10	52	factor	factor	NOUN
ajst-18564	10	53	industry	industry	NOUN
ajst-18564	10	54	based	base	VERB
ajst-18564	10	55	on	on	ADP
ajst-18564	10	56	the	the	DET
ajst-18564	10	57	new	new	ADJ
ajst-18564	10	58	track	track	NOUN
ajst-18564	10	59	of	of	ADP
ajst-18564	10	60	digital	digital	ADJ
ajst-18564	10	61	economy	economy	NOUN
ajst-18564	10	62	(	(	PUNCT
ajst-18564	10	63	2023	2023	NUM
ajst-18564	10	64	-	-	SYM
ajst-18564	10	65	2025	2025	NUM
ajst-18564	10	66	)	)	PUNCT
ajst-18564	10	67	,	,	PUNCT
ajst-18564	10	68	and	and	CCONJ
ajst-18564	10	69	to	to	PART
ajst-18564	10	70	explore	explore	VERB
ajst-18564	10	71	the	the	DET
ajst-18564	10	72	path	path	NOUN
ajst-18564	10	73	of	of	ADP
ajst-18564	10	74	digital	digital	ADJ
ajst-18564	10	75	asset	asset	NOUN
ajst-18564	10	76	circulation	circulation	NOUN
ajst-18564	10	77	mechanism	mechanism	NOUN
ajst-18564	10	78	combined	combine	VERB
ajst-18564	10	79	with	with	ADP
ajst-18564	10	80	the	the	DET
ajst-18564	10	81	real	real	ADJ
ajst-18564	10	82	economy	economy	NOUN
ajst-18564	10	83	.	.	PUNCT
ajst-18564	11	1	it	it	PRON
ajst-18564	11	2	will	will	AUX
ajst-18564	11	3	effectively	effectively	ADV
ajst-18564	11	4	consolidate	consolidate	VERB
ajst-18564	11	5	the	the	DET
ajst-18564	11	6	practical	practical	ADJ
ajst-18564	11	7	foundation	foundation	NOUN
ajst-18564	11	8	of	of	ADP
ajst-18564	11	9	digital	digital	ADJ
ajst-18564	11	10	asset	asset	NOUN
ajst-18564	11	11	circulation	circulation	NOUN
ajst-18564	11	12	and	and	CCONJ
ajst-18564	11	13	trading	trading	NOUN
ajst-18564	11	14	in	in	ADP
ajst-18564	11	15	the	the	DET
ajst-18564	11	16	next	next	ADJ
ajst-18564	11	17	stage	stage	NOUN
ajst-18564	11	18	and	and	CCONJ
ajst-18564	11	19	accelerate	accelerate	VERB
ajst-18564	11	20	the	the	DET
ajst-18564	11	21	development	development	NOUN
ajst-18564	11	22	of	of	ADP
ajst-18564	11	23	the	the	DET
ajst-18564	11	24	real	real	ADJ
ajst-18564	11	25	economy	economy	NOUN
ajst-18564	11	26	.	.	PUNCT
ajst-18564	12	1	the	the	DET
ajst-18564	12	2	limited	limited	ADJ
ajst-18564	12	3	number	number	NOUN
ajst-18564	12	4	of	of	ADP
ajst-18564	12	5	tradable	tradable	ADJ
ajst-18564	12	6	digital	digital	ADJ
ajst-18564	12	7	assets	asset	NOUN
ajst-18564	12	8	is	be	AUX
ajst-18564	12	9	999	999	NUM
ajst-18564	12	10	.	.	PUNCT
ajst-18564	13	1	during	during	ADP
ajst-18564	13	2	the	the	DET
ajst-18564	13	3	tradable	tradable	ADJ
ajst-18564	13	4	circulation	circulation	NOUN
ajst-18564	13	5	period	period	NOUN
ajst-18564	13	6	of	of	ADP
ajst-18564	13	7	each	each	DET
ajst-18564	13	8	digital	digital	ADJ
ajst-18564	13	9	asset	asset	NOUN
ajst-18564	13	10	,	,	PUNCT
ajst-18564	13	11	bright	bright	ADJ
ajst-18564	13	12	dairy	dairy	NOUN
ajst-18564	13	13	will	will	AUX
ajst-18564	13	14	grant	grant	VERB
ajst-18564	13	15	the	the	DET
ajst-18564	13	16	holders	holder	NOUN
ajst-18564	13	17	of	of	ADP
ajst-18564	13	18	digital	digital	ADJ
ajst-18564	13	19	assets	asset	NOUN
ajst-18564	13	20	long	long	ADJ
ajst-18564	13	21	-	-	PUNCT
ajst-18564	13	22	term	term	NOUN
ajst-18564	13	23	equity	equity	NOUN
ajst-18564	13	24	value	value	NOUN
ajst-18564	13	25	and	and	CCONJ
ajst-18564	13	26	brand	brand	NOUN
ajst-18564	13	27	membership	membership	NOUN
ajst-18564	13	28	rights	right	NOUN
ajst-18564	13	29	,	,	PUNCT
ajst-18564	13	30	and	and	CCONJ
ajst-18564	13	31	issue	issue	VERB
ajst-18564	13	32	bright	bright	ADJ
ajst-18564	13	33	unlimited	unlimited	ADJ
ajst-18564	13	34	coupons	coupon	NOUN
ajst-18564	13	35	every	every	DET
ajst-18564	13	36	quarter	quarter	NOUN
ajst-18564	13	37	.	.	PUNCT
ajst-18564	14	1	in	in	ADP
ajst-18564	14	2	order	order	NOUN
ajst-18564	14	3	to	to	PART
ajst-18564	14	4	celebrate	celebrate	VERB
ajst-18564	14	5	the	the	DET
ajst-18564	14	6	new	new	ADJ
ajst-18564	14	7	year	year	NOUN
ajst-18564	14	8	of	of	ADP
ajst-18564	14	9	the	the	DET
ajst-18564	14	10	dragon	dragon	NOUN
ajst-18564	14	11	,	,	PUNCT
ajst-18564	14	12	bright	bright	ADJ
ajst-18564	14	13	dairy	dairy	NOUN
ajst-18564	14	14	specially	specially	ADV
ajst-18564	14	15	added	add	VERB
ajst-18564	14	16	two	two	NUM
ajst-18564	14	17	new	new	ADJ
ajst-18564	14	18	year	year	NOUN
ajst-18564	14	19	limited	limit	VERB
ajst-18564	14	20	large	large	ADJ
ajst-18564	14	21	coupons	coupon	NOUN
ajst-18564	14	22	for	for	ADP
ajst-18564	14	23	consumers	consumer	NOUN
ajst-18564	14	24	.	.	PUNCT
ajst-18564	15	1	in	in	ADP
ajst-18564	15	2	addition	addition	NOUN
ajst-18564	15	3	,	,	PUNCT
ajst-18564	15	4	bright	bright	ADJ
ajst-18564	15	5	dairy	dairy	NOUN
ajst-18564	15	6	will	will	AUX
ajst-18564	15	7	also	also	ADV
ajst-18564	15	8	establish	establish	VERB
ajst-18564	15	9	a	a	DET
ajst-18564	15	10	"	"	PUNCT
ajst-18564	15	11	digital	digital	ADJ
ajst-18564	15	12	asset	asset	NOUN
ajst-18564	15	13	club	club	NOUN
ajst-18564	15	14	program	program	NOUN
ajst-18564	15	15	"	"	PUNCT
ajst-18564	15	16	,	,	PUNCT
ajst-18564	15	17	inviting	invite	VERB
ajst-18564	15	18	digital	digital	ADJ
ajst-18564	15	19	asset	asset	NOUN
ajst-18564	15	20	holders	holder	NOUN
ajst-18564	15	21	to	to	PART
ajst-18564	15	22	participate	participate	VERB
ajst-18564	15	23	in	in	ADP
ajst-18564	15	24	new	new	ADJ
ajst-18564	15	25	product	product	NOUN
ajst-18564	15	26	tasting	tasting	NOUN
ajst-18564	15	27	,	,	PUNCT
ajst-18564	15	28	low	low	ADJ
ajst-18564	15	29	-	-	PUNCT
ajst-18564	15	30	carbon	carbon	NOUN
ajst-18564	15	31	environmental	environmental	ADJ
ajst-18564	15	32	protection	protection	NOUN
ajst-18564	15	33	practices	practice	NOUN
ajst-18564	15	34	,	,	PUNCT
ajst-18564	15	35	public	public	ADJ
ajst-18564	15	36	welfare	welfare	NOUN
ajst-18564	15	37	activities	activity	NOUN
ajst-18564	15	38	and	and	CCONJ
ajst-18564	15	39	other	other	ADJ
ajst-18564	15	40	characteristic	characteristic	ADJ
ajst-18564	15	41	activities	activity	NOUN
ajst-18564	15	42	to	to	PART
ajst-18564	15	43	create	create	VERB
ajst-18564	15	44	multiple	multiple	ADJ
ajst-18564	15	45	brand	brand	NOUN
ajst-18564	15	46	value	value	NOUN
ajst-18564	15	47	.	.	PUNCT
ajst-18564	16	1	therefore	therefore	ADV
ajst-18564	16	2	,	,	PUNCT
ajst-18564	16	3	in	in	ADP
ajst-18564	16	4	the	the	DET
ajst-18564	16	5	field	field	NOUN
ajst-18564	16	6	of	of	ADP
ajst-18564	16	7	digital	digital	ADJ
ajst-18564	16	8	asset	asset	NOUN
ajst-18564	16	9	trading	trading	NOUN
ajst-18564	16	10	,	,	PUNCT
ajst-18564	16	11	the	the	DET
ajst-18564	16	12	introduction	introduction	NOUN
ajst-18564	16	13	of	of	ADP
ajst-18564	16	14	distributed	distribute	VERB
ajst-18564	16	15	ledger	ledger	NOUN
ajst-18564	16	16	technology	technology	NOUN
ajst-18564	16	17	(	(	PUNCT
ajst-18564	16	18	dlt	dlt	PROPN
ajst-18564	16	19	)	)	PUNCT
ajst-18564	16	20	and	and	CCONJ
ajst-18564	16	21	artificial	artificial	ADJ
ajst-18564	16	22	intelligence	intelligence	NOUN
ajst-18564	16	23	(	(	PUNCT
ajst-18564	16	24	ai	ai	NOUN
ajst-18564	16	25	)	)	PUNCT
ajst-18564	16	26	highlights	highlight	NOUN
ajst-18564	16	27	its	its	PRON
ajst-18564	16	28	important	important	ADJ
ajst-18564	16	29	role	role	NOUN
ajst-18564	16	30	.	.	PUNCT
ajst-18564	17	1	dlt	dlt	PROPN
ajst-18564	17	2	ensures	ensure	VERB
ajst-18564	17	3	the	the	DET
ajst-18564	17	4	security	security	NOUN
ajst-18564	17	5	and	and	CCONJ
ajst-18564	17	6	transparency	transparency	NOUN
ajst-18564	17	7	of	of	ADP
ajst-18564	17	8	digital	digital	ADJ
ajst-18564	17	9	asset	asset	NOUN
ajst-18564	17	10	transactions	transaction	NOUN
ajst-18564	17	11	by	by	ADP
ajst-18564	17	12	creating	create	VERB
ajst-18564	17	13	a	a	DET
ajst-18564	17	14	decentralized	decentralize	VERB
ajst-18564	17	15	,	,	PUNCT
ajst-18564	17	16	immutable	immutable	ADJ
ajst-18564	17	17	record	record	NOUN
ajst-18564	17	18	of	of	ADP
ajst-18564	17	19	transactions	transaction	NOUN
ajst-18564	17	20	,	,	PUNCT
ajst-18564	17	21	eliminating	eliminate	VERB
ajst-18564	17	22	the	the	DET
ajst-18564	17	23	risk	risk	NOUN
ajst-18564	17	24	of	of	ADP
ajst-18564	17	25	a	a	DET
ajst-18564	17	26	single	single	ADJ
ajst-18564	17	27	point	point	NOUN
ajst-18564	17	28	of	of	ADP
ajst-18564	17	29	failure	failure	NOUN
ajst-18564	17	30	of	of	ADP
ajst-18564	17	31	traditional	traditional	ADJ
ajst-18564	17	32	centralized	centralized	ADJ
ajst-18564	17	33	exchanges	exchange	NOUN
ajst-18564	17	34	.	.	PUNCT
ajst-18564	18	1	at	at	ADP
ajst-18564	18	2	the	the	DET
ajst-18564	18	3	same	same	ADJ
ajst-18564	18	4	time	time	NOUN
ajst-18564	18	5	,	,	PUNCT
ajst-18564	18	6	the	the	DET
ajst-18564	18	7	application	application	NOUN
ajst-18564	18	8	of	of	ADP
ajst-18564	18	9	ai	ai	PROPN
ajst-18564	18	10	technology	technology	NOUN
ajst-18564	18	11	has	have	AUX
ajst-18564	18	12	injected	inject	VERB
ajst-18564	18	13	intelligent	intelligent	ADJ
ajst-18564	18	14	and	and	CCONJ
ajst-18564	18	15	automated	automate	VERB
ajst-18564	18	16	elements	element	NOUN
ajst-18564	18	17	into	into	ADP
ajst-18564	18	18	digital	digital	ADJ
ajst-18564	18	19	asset	asset	NOUN
ajst-18564	18	20	trading	trading	NOUN
ajst-18564	18	21	,	,	PUNCT
ajst-18564	18	22	improving	improve	VERB
ajst-18564	18	23	transaction	transaction	NOUN
ajst-18564	18	24	efficiency	efficiency	NOUN
ajst-18564	18	25	and	and	CCONJ
ajst-18564	18	26	user	user	NOUN
ajst-18564	18	27	experience	experience	NOUN
ajst-18564	18	28	.	.	PUNCT
ajst-18564	19	1	ai	ai	VERB
ajst-18564	19	2	plays	play	VERB
ajst-18564	19	3	a	a	DET
ajst-18564	19	4	key	key	ADJ
ajst-18564	19	5	role	role	NOUN
ajst-18564	19	6	in	in	ADP
ajst-18564	19	7	smart	smart	ADJ
ajst-18564	19	8	contract	contract	NOUN
ajst-18564	19	9	execution	execution	NOUN
ajst-18564	19	10	,	,	PUNCT
ajst-18564	19	11	anomaly	anomaly	NOUN
ajst-18564	19	12	detection	detection	NOUN
ajst-18564	19	13	,	,	PUNCT
ajst-18564	19	14	risk	risk	VERB
ajst-18564	19	15	analysis	analysis	NOUN
ajst-18564	19	16	and	and	CCONJ
ajst-18564	19	17	privacy	privacy	NOUN
ajst-18564	19	18	protection	protection	NOUN
ajst-18564	19	19	,	,	PUNCT
ajst-18564	19	20	helping	help	VERB
ajst-18564	19	21	users	user	NOUN
ajst-18564	19	22	manage	manage	VERB
ajst-18564	19	23	digital	digital	ADJ
ajst-18564	19	24	assets	asset	NOUN
ajst-18564	19	25	more	more	ADV
ajst-18564	19	26	effectively	effectively	ADV
ajst-18564	19	27	and	and	CCONJ
ajst-18564	19	28	reduce	reduce	VERB
ajst-18564	19	29	transaction	transaction	NOUN
ajst-18564	19	30	risks	risk	NOUN
ajst-18564	19	31	.	.	PUNCT
ajst-18564	20	1	therefore	therefore	ADV
ajst-18564	20	2	,	,	PUNCT
ajst-18564	20	3	the	the	DET
ajst-18564	20	4	integration	integration	NOUN
ajst-18564	20	5	of	of	ADP
ajst-18564	20	6	dlt	dlt	PROPN
ajst-18564	20	7	and	and	CCONJ
ajst-18564	20	8	ai	ai	PROPN
ajst-18564	20	9	brings	bring	VERB
ajst-18564	20	10	a	a	DET
ajst-18564	20	11	more	more	ADV
ajst-18564	20	12	secure	secure	ADJ
ajst-18564	20	13	and	and	CCONJ
ajst-18564	20	14	efficient	efficient	ADJ
ajst-18564	20	15	environment	environment	NOUN
ajst-18564	20	16	for	for	ADP
ajst-18564	20	17	digital	digital	ADJ
ajst-18564	20	18	asset	asset	NOUN
ajst-18564	20	19	trading	trading	NOUN
ajst-18564	20	20	,	,	PUNCT
ajst-18564	20	21	which	which	PRON
ajst-18564	20	22	promotes	promote	VERB
ajst-18564	20	23	the	the	DET
ajst-18564	20	24	further	further	ADJ
ajst-18564	20	25	development	development	NOUN
ajst-18564	20	26	and	and	CCONJ
ajst-18564	20	27	maturity	maturity	NOUN
ajst-18564	20	28	of	of	ADP
ajst-18564	20	29	the	the	DET
ajst-18564	20	30	digital	digital	ADJ
ajst-18564	20	31	asset	asset	NOUN
ajst-18564	20	32	market	market	NOUN
ajst-18564	20	33	.	.	PUNCT
ajst-18564	21	1	es	es	X
ajst-18564	21	2	is	be	AUX
ajst-18564	21	3	a	a	DET
ajst-18564	21	4	very	very	ADV
ajst-18564	21	5	complex	complex	ADJ
ajst-18564	21	6	and	and	CCONJ
ajst-18564	21	7	time	time	NOUN
ajst-18564	21	8	-	-	PUNCT
ajst-18564	21	9	consuming	consume	VERB
ajst-18564	21	10	task	task	NOUN
ajst-18564	21	11	that	that	PRON
ajst-18564	21	12	requires	require	VERB
ajst-18564	21	13	a	a	DET
ajst-18564	21	14	doctor	doctor	NOUN
ajst-18564	21	15	's	's	PART
ajst-18564	21	16	extensive	extensive	ADJ
ajst-18564	21	17	expertise	expertise	NOUN
ajst-18564	21	18	and	and	CCONJ
ajst-18564	21	19	experience	experience	NOUN
ajst-18564	21	20	.	.	PUNCT
ajst-18564	22	1	2	2	X
ajst-18564	22	2	.	.	X
ajst-18564	22	3	related	relate	VERB
ajst-18564	22	4	work	work	NOUN
ajst-18564	22	5	2.1	2.1	NUM
ajst-18564	22	6	.	.	PUNCT
ajst-18564	23	1	digital	digital	ADJ
ajst-18564	23	2	asset	asset	NOUN
ajst-18564	23	3	trading	trading	NOUN
ajst-18564	23	4	status	status	NOUN
ajst-18564	23	5	and	and	CCONJ
ajst-18564	23	6	challenges	challenge	VERB
ajst-18564	23	7	digital	digital	ADJ
ajst-18564	23	8	asset	asset	NOUN
ajst-18564	23	9	trading	trading	NOUN
ajst-18564	23	10	is	be	AUX
ajst-18564	23	11	currently	currently	ADV
ajst-18564	23	12	in	in	ADP
ajst-18564	23	13	a	a	DET
ajst-18564	23	14	phase	phase	NOUN
ajst-18564	23	15	of	of	ADP
ajst-18564	23	16	rapid	rapid	ADJ
ajst-18564	23	17	development	development	NOUN
ajst-18564	23	18	,	,	PUNCT
ajst-18564	23	19	and	and	CCONJ
ajst-18564	23	20	its	its	PRON
ajst-18564	23	21	scale	scale	NOUN
ajst-18564	23	22	and	and	CCONJ
ajst-18564	23	23	influence	influence	NOUN
ajst-18564	23	24	continue	continue	VERB
ajst-18564	23	25	to	to	PART
ajst-18564	23	26	expand	expand	VERB
ajst-18564	23	27	.	.	PUNCT
ajst-18564	24	1	for	for	ADP
ajst-18564	24	2	example	example	NOUN
ajst-18564	24	3	,	,	PUNCT
ajst-18564	24	4	the	the	DET
ajst-18564	24	5	cryptocurrency	cryptocurrency	NOUN
ajst-18564	24	6	market	market	NOUN
ajst-18564	24	7	,	,	PUNCT
ajst-18564	24	8	as	as	ADP
ajst-18564	24	9	a	a	DET
ajst-18564	24	10	major	major	ADJ
ajst-18564	24	11	component	component	NOUN
ajst-18564	24	12	of	of	ADP
ajst-18564	24	13	digital	digital	ADJ
ajst-18564	24	14	asset	asset	NOUN
ajst-18564	24	15	trading	trading	NOUN
ajst-18564	24	16	,	,	PUNCT
ajst-18564	24	17	has	have	AUX
ajst-18564	24	18	become	become	VERB
ajst-18564	24	19	a	a	DET
ajst-18564	24	20	nonnegligible	nonnegligible	ADJ
ajst-18564	24	21	part	part	NOUN
ajst-18564	24	22	of	of	ADP
ajst-18564	24	23	the	the	DET
ajst-18564	24	24	global	global	ADJ
ajst-18564	24	25	financial	financial	ADJ
ajst-18564	24	26	system	system	NOUN
ajst-18564	24	27	.	.	PUNCT
ajst-18564	25	1	as	as	ADP
ajst-18564	25	2	of	of	ADP
ajst-18564	25	3	the	the	DET
ajst-18564	25	4	latest	late	ADJ
ajst-18564	25	5	statistics	statistic	NOUN
ajst-18564	25	6	,	,	PUNCT
ajst-18564	25	7	the	the	DET
ajst-18564	25	8	total	total	ADJ
ajst-18564	25	9	market	market	NOUN
ajst-18564	25	10	capitalization	capitalization	NOUN
ajst-18564	25	11	of	of	ADP
ajst-18564	25	12	the	the	DET
ajst-18564	25	13	global	global	ADJ
ajst-18564	25	14	cryptocurrency	cryptocurrency	NOUN
ajst-18564	25	15	market	market	NOUN
ajst-18564	25	16	has	have	AUX
ajst-18564	25	17	exceeded	exceed	VERB
ajst-18564	25	18	hundreds	hundred	NOUN
ajst-18564	25	19	of	of	ADP
ajst-18564	25	20	billions	billion	NOUN
ajst-18564	25	21	of	of	ADP
ajst-18564	25	22	dollars	dollar	NOUN
ajst-18564	25	23	,	,	PUNCT
ajst-18564	25	24	covering	cover	VERB
ajst-18564	25	25	numerous	numerous	ADJ
ajst-18564	25	26	digital	digital	ADJ
ajst-18564	25	27	assets	asset	NOUN
ajst-18564	25	28	such	such	ADJ
ajst-18564	25	29	as	as	ADP
ajst-18564	25	30	bitcoin	bitcoin	NOUN
ajst-18564	25	31	,	,	PUNCT
ajst-18564	25	32	ethereum	ethereum	NOUN
ajst-18564	25	33	,	,	PUNCT
ajst-18564	25	34	litecoin	litecoin	NOUN
ajst-18564	25	35	,	,	PUNCT
ajst-18564	25	36	and	and	CCONJ
ajst-18564	25	37	others	other	NOUN
ajst-18564	25	38	.	.	PUNCT
ajst-18564	26	1	these	these	DET
ajst-18564	26	2	digital	digital	ADJ
ajst-18564	26	3	assets	asset	NOUN
ajst-18564	26	4	have	have	AUX
ajst-18564	26	5	not	not	PART
ajst-18564	26	6	only	only	ADV
ajst-18564	26	7	attracted	attract	VERB
ajst-18564	26	8	widespread	widespread	ADJ
ajst-18564	26	9	attention	attention	NOUN
ajst-18564	26	10	from	from	ADP
ajst-18564	26	11	individual	individual	ADJ
ajst-18564	26	12	investors	investor	NOUN
ajst-18564	26	13	and	and	CCONJ
ajst-18564	26	14	institutional	institutional	ADJ
ajst-18564	26	15	investors	investor	NOUN
ajst-18564	26	16	,	,	PUNCT
ajst-18564	26	17	but	but	CCONJ
ajst-18564	26	18	also	also	ADV
ajst-18564	26	19	attracted	attract	VERB
ajst-18564	26	20	the	the	DET
ajst-18564	26	21	participation	participation	NOUN
ajst-18564	26	22	of	of	ADP
ajst-18564	26	23	various	various	ADJ
ajst-18564	26	24	trading	trading	NOUN
ajst-18564	26	25	platforms	platform	NOUN
ajst-18564	26	26	and	and	CCONJ
ajst-18564	26	27	financial	financial	ADJ
ajst-18564	26	28	institutions	institution	NOUN
ajst-18564	26	29	,	,	PUNCT
ajst-18564	26	30	which	which	PRON
ajst-18564	26	31	has	have	AUX
ajst-18564	26	32	promoted	promote	VERB
ajst-18564	26	33	the	the	DET
ajst-18564	26	34	growing	grow	VERB
ajst-18564	26	35	prosperity	prosperity	NOUN
ajst-18564	26	36	of	of	ADP
ajst-18564	26	37	the	the	DET
ajst-18564	26	38	digital	digital	ADJ
ajst-18564	26	39	asset	asset	NOUN
ajst-18564	26	40	trading	trading	NOUN
ajst-18564	26	41	market	market	NOUN
ajst-18564	26	42	.	.	PUNCT
ajst-18564	27	1	157	157	NUM
ajst-18564	27	2	for	for	ADP
ajst-18564	27	3	example	example	NOUN
ajst-18564	27	4	,	,	PUNCT
ajst-18564	27	5	cryptocurrencies	cryptocurrencie	NOUN
ajst-18564	27	6	represented	represent	VERB
ajst-18564	27	7	by	by	ADP
ajst-18564	27	8	bitcoin	bitcoin	PROPN
ajst-18564	27	9	have	have	AUX
ajst-18564	27	10	experienced	experience	VERB
ajst-18564	27	11	explosive	explosive	ADJ
ajst-18564	27	12	growth	growth	NOUN
ajst-18564	27	13	over	over	ADP
ajst-18564	27	14	the	the	DET
ajst-18564	27	15	past	past	ADJ
ajst-18564	27	16	few	few	ADJ
ajst-18564	27	17	years	year	NOUN
ajst-18564	27	18	,	,	PUNCT
ajst-18564	27	19	with	with	ADP
ajst-18564	27	20	their	their	PRON
ajst-18564	27	21	market	market	NOUN
ajst-18564	27	22	value	value	NOUN
ajst-18564	27	23	increasing	increase	VERB
ajst-18564	27	24	dozens	dozen	NOUN
ajst-18564	27	25	of	of	ADP
ajst-18564	27	26	times	time	NOUN
ajst-18564	27	27	in	in	ADP
ajst-18564	27	28	a	a	DET
ajst-18564	27	29	short	short	ADJ
ajst-18564	27	30	period	period	NOUN
ajst-18564	27	31	of	of	ADP
ajst-18564	27	32	time	time	NOUN
ajst-18564	27	33	.	.	PUNCT
ajst-18564	28	1	in	in	ADP
ajst-18564	28	2	addition	addition	NOUN
ajst-18564	28	3	,	,	PUNCT
ajst-18564	28	4	the	the	DET
ajst-18564	28	5	widespread	widespread	ADJ
ajst-18564	28	6	adoption	adoption	NOUN
ajst-18564	28	7	of	of	ADP
ajst-18564	28	8	the	the	DET
ajst-18564	28	9	ethereum	ethereum	NOUN
ajst-18564	28	10	smart	smart	ADJ
ajst-18564	28	11	contract	contract	NOUN
ajst-18564	28	12	platform	platform	NOUN
ajst-18564	28	13	has	have	AUX
ajst-18564	28	14	also	also	ADV
ajst-18564	28	15	brought	bring	VERB
ajst-18564	28	16	new	new	ADJ
ajst-18564	28	17	possibilities	possibility	NOUN
ajst-18564	28	18	for	for	ADP
ajst-18564	28	19	digital	digital	ADJ
ajst-18564	28	20	asset	asset	NOUN
ajst-18564	28	21	trading	trading	NOUN
ajst-18564	28	22	,	,	PUNCT
ajst-18564	28	23	promoting	promote	VERB
ajst-18564	28	24	the	the	DET
ajst-18564	28	25	development	development	NOUN
ajst-18564	28	26	of	of	ADP
ajst-18564	28	27	the	the	DET
ajst-18564	28	28	decentralized	decentralize	VERB
ajst-18564	28	29	finance	finance	NOUN
ajst-18564	28	30	(	(	PUNCT
ajst-18564	28	31	defi	defi	NOUN
ajst-18564	28	32	)	)	PUNCT
ajst-18564	28	33	ecosystem	ecosystem	NOUN
ajst-18564	28	34	.	.	PUNCT
ajst-18564	29	1	these	these	DET
ajst-18564	29	2	examples	example	NOUN
ajst-18564	29	3	fully	fully	ADV
ajst-18564	29	4	demonstrate	demonstrate	VERB
ajst-18564	29	5	the	the	DET
ajst-18564	29	6	vitality	vitality	NOUN
ajst-18564	29	7	and	and	CCONJ
ajst-18564	29	8	potential	potential	NOUN
ajst-18564	29	9	of	of	ADP
ajst-18564	29	10	the	the	DET
ajst-18564	29	11	digital	digital	ADJ
ajst-18564	29	12	asset	asset	NOUN
ajst-18564	29	13	trading	trading	NOUN
ajst-18564	29	14	market	market	NOUN
ajst-18564	29	15	,	,	PUNCT
ajst-18564	29	16	but	but	CCONJ
ajst-18564	29	17	also	also	ADV
ajst-18564	29	18	highlight	highlight	VERB
ajst-18564	29	19	the	the	DET
ajst-18564	29	20	challenges	challenge	NOUN
ajst-18564	29	21	and	and	CCONJ
ajst-18564	29	22	risks	risk	NOUN
ajst-18564	29	23	that	that	PRON
ajst-18564	29	24	exist	exist	VERB
ajst-18564	29	25	within	within	ADP
ajst-18564	29	26	it	it	PRON
ajst-18564	29	27	.	.	PUNCT
ajst-18564	30	1	digital	digital	ADJ
ajst-18564	30	2	asset	asset	NOUN
ajst-18564	30	3	trading	trading	NOUN
ajst-18564	30	4	challenges	challenge	NOUN
ajst-18564	30	5	:	:	PUNCT
ajst-18564	30	6	1	1	X
ajst-18564	30	7	)	)	PUNCT
ajst-18564	30	8	security	security	NOUN
ajst-18564	30	9	threats	threat	NOUN
ajst-18564	30	10	:	:	PUNCT
ajst-18564	30	11	hacker	hacker	NOUN
ajst-18564	30	12	attacks	attack	NOUN
ajst-18564	30	13	,	,	PUNCT
ajst-18564	30	14	data	datum	NOUN
ajst-18564	30	15	tampering	tamper	VERB
ajst-18564	30	16	digital	digital	ADJ
ajst-18564	30	17	asset	asset	NOUN
ajst-18564	30	18	trading	trading	NOUN
ajst-18564	30	19	is	be	AUX
ajst-18564	30	20	facing	face	VERB
ajst-18564	30	21	increasing	increase	VERB
ajst-18564	30	22	security	security	NOUN
ajst-18564	30	23	threats	threat	NOUN
ajst-18564	30	24	,	,	PUNCT
ajst-18564	30	25	especially	especially	ADV
ajst-18564	30	26	hacker	hacker	NOUN
ajst-18564	30	27	attacks	attack	NOUN
ajst-18564	30	28	.	.	PUNCT
ajst-18564	31	1	since	since	SCONJ
ajst-18564	31	2	2011	2011	NUM
ajst-18564	31	3	,	,	PUNCT
ajst-18564	31	4	global	global	ADJ
ajst-18564	31	5	cryptocurrency	cryptocurrency	NOUN
ajst-18564	31	6	exchanges	exchange	NOUN
ajst-18564	31	7	have	have	AUX
ajst-18564	31	8	suffered	suffer	VERB
ajst-18564	31	9	more	more	ADJ
ajst-18564	31	10	than	than	ADP
ajst-18564	31	11	100	100	NUM
ajst-18564	31	12	hacking	hack	VERB
ajst-18564	31	13	attacks	attack	NOUN
ajst-18564	31	14	,	,	PUNCT
ajst-18564	31	15	with	with	ADP
ajst-18564	31	16	cumulative	cumulative	ADJ
ajst-18564	31	17	losses	loss	NOUN
ajst-18564	31	18	exceeding	exceed	VERB
ajst-18564	31	19	billions	billion	NOUN
ajst-18564	31	20	of	of	ADP
ajst-18564	31	21	dollars	dollar	NOUN
ajst-18564	31	22	.	.	PUNCT
ajst-18564	32	1	one	one	NUM
ajst-18564	32	2	of	of	ADP
ajst-18564	32	3	the	the	DET
ajst-18564	32	4	most	most	ADV
ajst-18564	32	5	famous	famous	ADJ
ajst-18564	32	6	cases	case	NOUN
ajst-18564	32	7	was	be	AUX
ajst-18564	32	8	the	the	DET
ajst-18564	32	9	collapse	collapse	NOUN
ajst-18564	32	10	of	of	ADP
ajst-18564	32	11	the	the	DET
ajst-18564	32	12	mt.gox	mt.gox	PROPN
ajst-18564	32	13	exchange	exchange	NOUN
ajst-18564	32	14	,	,	PUNCT
ajst-18564	32	15	which	which	PRON
ajst-18564	32	16	was	be	AUX
ajst-18564	32	17	declared	declare	VERB
ajst-18564	32	18	bankrupt	bankrupt	ADJ
ajst-18564	32	19	in	in	ADP
ajst-18564	32	20	2014	2014	NUM
ajst-18564	32	21	due	due	ADP
ajst-18564	32	22	to	to	ADP
ajst-18564	32	23	a	a	DET
ajst-18564	32	24	hacking	hack	VERB
ajst-18564	32	25	attack	attack	NOUN
ajst-18564	32	26	that	that	PRON
ajst-18564	32	27	resulted	result	VERB
ajst-18564	32	28	in	in	ADP
ajst-18564	32	29	the	the	DET
ajst-18564	32	30	loss	loss	NOUN
ajst-18564	32	31	of	of	ADP
ajst-18564	32	32	about	about	ADV
ajst-18564	32	33	850,000	850,000	NUM
ajst-18564	32	34	bitcoins	bitcoin	NOUN
ajst-18564	32	35	worth	worth	ADJ
ajst-18564	32	36	about	about	ADP
ajst-18564	32	37	$	$	SYM
ajst-18564	32	38	450	450	NUM
ajst-18564	32	39	million	million	NUM
ajst-18564	32	40	.	.	PUNCT
ajst-18564	33	1	in	in	ADP
ajst-18564	33	2	addition	addition	NOUN
ajst-18564	33	3	,	,	PUNCT
ajst-18564	33	4	data	datum	NOUN
ajst-18564	33	5	tampering	tampering	NOUN
ajst-18564	33	6	is	be	AUX
ajst-18564	33	7	also	also	ADV
ajst-18564	33	8	a	a	DET
ajst-18564	33	9	serious	serious	ADJ
ajst-18564	33	10	threat	threat	NOUN
ajst-18564	33	11	,	,	PUNCT
ajst-18564	33	12	and	and	CCONJ
ajst-18564	33	13	it	it	PRON
ajst-18564	33	14	has	have	AUX
ajst-18564	33	15	been	be	AUX
ajst-18564	33	16	reported	report	VERB
ajst-18564	33	17	that	that	SCONJ
ajst-18564	33	18	certain	certain	ADJ
ajst-18564	33	19	exchanges	exchange	NOUN
ajst-18564	33	20	and	and	CCONJ
ajst-18564	33	21	blockchain	blockchain	PROPN
ajst-18564	33	22	networks	network	NOUN
ajst-18564	33	23	have	have	AUX
ajst-18564	33	24	been	be	AUX
ajst-18564	33	25	subjected	subject	VERB
ajst-18564	33	26	to	to	ADP
ajst-18564	33	27	data	datum	NOUN
ajst-18564	33	28	tampering	tampering	NOUN
ajst-18564	33	29	attacks	attack	NOUN
ajst-18564	33	30	in	in	ADP
ajst-18564	33	31	the	the	DET
ajst-18564	33	32	past	past	NOUN
ajst-18564	33	33	,	,	PUNCT
ajst-18564	33	34	resulting	result	VERB
ajst-18564	33	35	in	in	ADP
ajst-18564	33	36	the	the	DET
ajst-18564	33	37	alteration	alteration	NOUN
ajst-18564	33	38	or	or	CCONJ
ajst-18564	33	39	deletion	deletion	NOUN
ajst-18564	33	40	of	of	ADP
ajst-18564	33	41	transaction	transaction	NOUN
ajst-18564	33	42	records	record	NOUN
ajst-18564	33	43	,	,	PUNCT
ajst-18564	33	44	compromising	compromise	VERB
ajst-18564	33	45	the	the	DET
ajst-18564	33	46	credibility	credibility	NOUN
ajst-18564	33	47	and	and	CCONJ
ajst-18564	33	48	transparency	transparency	NOUN
ajst-18564	33	49	of	of	ADP
ajst-18564	33	50	transactions	transaction	NOUN
ajst-18564	33	51	.	.	PUNCT
ajst-18564	34	1	2	2	X
ajst-18564	34	2	)	)	PUNCT
ajst-18564	34	3	privacy	privacy	NOUN
ajst-18564	34	4	protection	protection	NOUN
ajst-18564	34	5	:	:	PUNCT
ajst-18564	34	6	personal	personal	ADJ
ajst-18564	34	7	data	datum	NOUN
ajst-18564	34	8	protection	protection	NOUN
ajst-18564	34	9	,	,	PUNCT
ajst-18564	34	10	identity	identity	NOUN
ajst-18564	34	11	verification	verification	NOUN
ajst-18564	34	12	in	in	ADP
ajst-18564	34	13	digital	digital	ADJ
ajst-18564	34	14	asset	asset	NOUN
ajst-18564	34	15	transactions	transaction	NOUN
ajst-18564	34	16	,	,	PUNCT
ajst-18564	34	17	the	the	DET
ajst-18564	34	18	protection	protection	NOUN
ajst-18564	34	19	of	of	ADP
ajst-18564	34	20	personal	personal	ADJ
ajst-18564	34	21	data	datum	NOUN
ajst-18564	34	22	is	be	AUX
ajst-18564	34	23	of	of	ADP
ajst-18564	34	24	paramount	paramount	ADJ
ajst-18564	34	25	importance	importance	NOUN
ajst-18564	34	26	,	,	PUNCT
ajst-18564	34	27	however	however	ADV
ajst-18564	34	28	,	,	PUNCT
ajst-18564	34	29	issues	issue	NOUN
ajst-18564	34	30	such	such	ADJ
ajst-18564	34	31	as	as	ADP
ajst-18564	34	32	privacy	privacy	NOUN
ajst-18564	34	33	breaches	breach	NOUN
ajst-18564	34	34	and	and	CCONJ
ajst-18564	34	35	identity	identity	NOUN
ajst-18564	34	36	theft	theft	NOUN
ajst-18564	34	37	remain	remain	VERB
ajst-18564	34	38	.	.	PUNCT
ajst-18564	35	1	according	accord	VERB
ajst-18564	35	2	to	to	ADP
ajst-18564	35	3	a	a	DET
ajst-18564	35	4	survey	survey	NOUN
ajst-18564	35	5	,	,	PUNCT
ajst-18564	35	6	more	more	ADJ
ajst-18564	35	7	than	than	ADP
ajst-18564	35	8	50	50	NUM
ajst-18564	35	9	%	%	NOUN
ajst-18564	35	10	of	of	ADP
ajst-18564	35	11	cryptocurrency	cryptocurrency	NOUN
ajst-18564	35	12	exchanges	exchange	NOUN
ajst-18564	35	13	are	be	AUX
ajst-18564	35	14	at	at	ADP
ajst-18564	35	15	risk	risk	NOUN
ajst-18564	35	16	of	of	ADP
ajst-18564	35	17	data	datum	NOUN
ajst-18564	35	18	breaches	breach	NOUN
ajst-18564	35	19	and	and	CCONJ
ajst-18564	35	20	leakage	leakage	NOUN
ajst-18564	35	21	of	of	ADP
ajst-18564	35	22	personally	personally	ADV
ajst-18564	35	23	identifiable	identifiable	ADJ
ajst-18564	35	24	information	information	NOUN
ajst-18564	35	25	.	.	PUNCT
ajst-18564	36	1	the	the	DET
ajst-18564	36	2	most	most	ADV
ajst-18564	36	3	recent	recent	ADJ
ajst-18564	36	4	data	data	NOUN
ajst-18564	36	5	breach	breach	NOUN
ajst-18564	36	6	occurred	occur	VERB
ajst-18564	36	7	in	in	ADP
ajst-18564	36	8	2022	2022	NUM
ajst-18564	36	9	,	,	PUNCT
ajst-18564	36	10	when	when	SCONJ
ajst-18564	36	11	a	a	DET
ajst-18564	36	12	well	well	ADV
ajst-18564	36	13	-	-	PUNCT
ajst-18564	36	14	known	know	VERB
ajst-18564	36	15	cryptocurrency	cryptocurrency	NOUN
ajst-18564	36	16	exchange	exchange	NOUN
ajst-18564	36	17	leaked	leak	VERB
ajst-18564	36	18	the	the	DET
ajst-18564	36	19	personal	personal	ADJ
ajst-18564	36	20	information	information	NOUN
ajst-18564	36	21	of	of	ADP
ajst-18564	36	22	more	more	ADJ
ajst-18564	36	23	than	than	ADP
ajst-18564	36	24	10	10	NUM
ajst-18564	36	25	million	million	NUM
ajst-18564	36	26	users	user	NOUN
ajst-18564	36	27	,	,	PUNCT
ajst-18564	36	28	including	include	VERB
ajst-18564	36	29	names	name	NOUN
ajst-18564	36	30	,	,	PUNCT
ajst-18564	36	31	email	email	NOUN
ajst-18564	36	32	addresses	address	NOUN
ajst-18564	36	33	,	,	PUNCT
ajst-18564	36	34	and	and	CCONJ
ajst-18564	36	35	transaction	transaction	NOUN
ajst-18564	36	36	history	history	NOUN
ajst-18564	36	37	.	.	PUNCT
ajst-18564	37	1	these	these	DET
ajst-18564	37	2	breaches	breach	NOUN
ajst-18564	37	3	have	have	AUX
ajst-18564	37	4	seriously	seriously	ADV
ajst-18564	37	5	compromised	compromise	VERB
ajst-18564	37	6	users	user	NOUN
ajst-18564	37	7	'	'	PART
ajst-18564	37	8	privacy	privacy	NOUN
ajst-18564	37	9	rights	right	NOUN
ajst-18564	37	10	and	and	CCONJ
ajst-18564	37	11	have	have	AUX
ajst-18564	37	12	also	also	ADV
ajst-18564	37	13	negatively	negatively	ADV
ajst-18564	37	14	impacted	impact	VERB
ajst-18564	37	15	compliance	compliance	NOUN
ajst-18564	37	16	and	and	CCONJ
ajst-18564	37	17	trust	trust	NOUN
ajst-18564	37	18	in	in	ADP
ajst-18564	37	19	the	the	DET
ajst-18564	37	20	digital	digital	ADJ
ajst-18564	37	21	asset	asset	NOUN
ajst-18564	37	22	trading	trading	NOUN
ajst-18564	37	23	market	market	NOUN
ajst-18564	37	24	.	.	PUNCT
ajst-18564	38	1	therefore	therefore	ADV
ajst-18564	38	2	,	,	PUNCT
ajst-18564	38	3	strengthening	strengthen	VERB
ajst-18564	38	4	the	the	DET
ajst-18564	38	5	protection	protection	NOUN
ajst-18564	38	6	of	of	ADP
ajst-18564	38	7	personal	personal	ADJ
ajst-18564	38	8	data	datum	NOUN
ajst-18564	38	9	and	and	CCONJ
ajst-18564	38	10	effective	effective	ADJ
ajst-18564	38	11	authentication	authentication	NOUN
ajst-18564	38	12	mechanisms	mechanism	NOUN
ajst-18564	38	13	has	have	AUX
ajst-18564	38	14	become	become	VERB
ajst-18564	38	15	a	a	DET
ajst-18564	38	16	priority	priority	NOUN
ajst-18564	38	17	.	.	PUNCT
ajst-18564	39	1	3	3	X
ajst-18564	39	2	)	)	PUNCT
ajst-18564	39	3	reliability	reliability	NOUN
ajst-18564	39	4	of	of	ADP
ajst-18564	39	5	smart	smart	ADJ
ajst-18564	39	6	contracts	contract	NOUN
ajst-18564	39	7	:	:	PUNCT
ajst-18564	39	8	vulnerabilities	vulnerability	NOUN
ajst-18564	39	9	,	,	PUNCT
ajst-18564	39	10	execution	execution	NOUN
ajst-18564	39	11	uncertainty	uncertainty	NOUN
ajst-18564	39	12	although	although	SCONJ
ajst-18564	39	13	smart	smart	ADJ
ajst-18564	39	14	contracts	contract	NOUN
ajst-18564	39	15	are	be	AUX
ajst-18564	39	16	one	one	NUM
ajst-18564	39	17	of	of	ADP
ajst-18564	39	18	the	the	DET
ajst-18564	39	19	key	key	ADJ
ajst-18564	39	20	technologies	technology	NOUN
ajst-18564	39	21	for	for	ADP
ajst-18564	39	22	digital	digital	ADJ
ajst-18564	39	23	asset	asset	NOUN
ajst-18564	39	24	trading	trading	NOUN
ajst-18564	39	25	,	,	PUNCT
ajst-18564	39	26	their	their	PRON
ajst-18564	39	27	reliability	reliability	NOUN
ajst-18564	39	28	still	still	ADV
ajst-18564	39	29	faces	face	VERB
ajst-18564	39	30	challenges	challenge	NOUN
ajst-18564	39	31	.	.	PUNCT
ajst-18564	40	1	according	accord	VERB
ajst-18564	40	2	to	to	ADP
ajst-18564	40	3	one	one	NUM
ajst-18564	40	4	study	study	NOUN
ajst-18564	40	5	,	,	PUNCT
ajst-18564	40	6	hundreds	hundred	NOUN
ajst-18564	40	7	of	of	ADP
ajst-18564	40	8	smart	smart	ADJ
ajst-18564	40	9	contract	contract	NOUN
ajst-18564	40	10	vulnerabilities	vulnerability	NOUN
ajst-18564	40	11	have	have	AUX
ajst-18564	40	12	been	be	AUX
ajst-18564	40	13	discovered	discover	VERB
ajst-18564	40	14	in	in	ADP
ajst-18564	40	15	the	the	DET
ajst-18564	40	16	past	past	ADJ
ajst-18564	40	17	few	few	ADJ
ajst-18564	40	18	years	year	NOUN
ajst-18564	40	19	,	,	PUNCT
ajst-18564	40	20	resulting	result	VERB
ajst-18564	40	21	in	in	ADP
ajst-18564	40	22	billions	billion	NOUN
ajst-18564	40	23	of	of	ADP
ajst-18564	40	24	dollars	dollar	NOUN
ajst-18564	40	25	in	in	ADP
ajst-18564	40	26	asset	asset	NOUN
ajst-18564	40	27	losses	loss	NOUN
ajst-18564	40	28	.	.	PUNCT
ajst-18564	41	1	for	for	ADP
ajst-18564	41	2	example	example	NOUN
ajst-18564	41	3	,	,	PUNCT
ajst-18564	41	4	the	the	DET
ajst-18564	41	5	2016	2016	NUM
ajst-18564	41	6	dao	dao	NOUN
ajst-18564	41	7	attack	attack	NOUN
ajst-18564	41	8	resulted	result	VERB
ajst-18564	41	9	in	in	ADP
ajst-18564	41	10	millions	million	NOUN
ajst-18564	41	11	of	of	ADP
ajst-18564	41	12	dollars	dollar	NOUN
ajst-18564	41	13	worth	worth	ADJ
ajst-18564	41	14	of	of	ADP
ajst-18564	41	15	assets	asset	NOUN
ajst-18564	41	16	being	be	AUX
ajst-18564	41	17	stolen	steal	VERB
ajst-18564	41	18	due	due	ADJ
ajst-18564	41	19	to	to	ADP
ajst-18564	41	20	a	a	DET
ajst-18564	41	21	smart	smart	ADJ
ajst-18564	41	22	contract	contract	NOUN
ajst-18564	41	23	vulnerability	vulnerability	NOUN
ajst-18564	41	24	.	.	PUNCT
ajst-18564	42	1	in	in	ADP
ajst-18564	42	2	addition	addition	NOUN
ajst-18564	42	3	,	,	PUNCT
ajst-18564	42	4	the	the	DET
ajst-18564	42	5	uncertainty	uncertainty	NOUN
ajst-18564	42	6	of	of	ADP
ajst-18564	42	7	the	the	DET
ajst-18564	42	8	execution	execution	NOUN
ajst-18564	42	9	of	of	ADP
ajst-18564	42	10	smart	smart	ADJ
ajst-18564	42	11	contracts	contract	NOUN
ajst-18564	42	12	is	be	AUX
ajst-18564	42	13	also	also	ADV
ajst-18564	42	14	an	an	DET
ajst-18564	42	15	important	important	ADJ
ajst-18564	42	16	issue	issue	NOUN
ajst-18564	42	17	,	,	PUNCT
ajst-18564	42	18	and	and	CCONJ
ajst-18564	42	19	it	it	PRON
ajst-18564	42	20	is	be	AUX
ajst-18564	42	21	reported	report	VERB
ajst-18564	42	22	that	that	SCONJ
ajst-18564	42	23	some	some	DET
ajst-18564	42	24	smart	smart	ADJ
ajst-18564	42	25	contract	contract	NOUN
ajst-18564	42	26	execution	execution	NOUN
ajst-18564	42	27	results	result	NOUN
ajst-18564	42	28	do	do	AUX
ajst-18564	42	29	not	not	PART
ajst-18564	42	30	match	match	VERB
ajst-18564	42	31	expectations	expectation	NOUN
ajst-18564	42	32	,	,	PUNCT
ajst-18564	42	33	resulting	result	VERB
ajst-18564	42	34	in	in	ADP
ajst-18564	42	35	unpredictable	unpredictable	ADJ
ajst-18564	42	36	trading	trading	NOUN
ajst-18564	42	37	results	result	NOUN
ajst-18564	42	38	,	,	PUNCT
ajst-18564	42	39	affecting	affect	VERB
ajst-18564	42	40	the	the	DET
ajst-18564	42	41	credibility	credibility	NOUN
ajst-18564	42	42	and	and	CCONJ
ajst-18564	42	43	stability	stability	NOUN
ajst-18564	42	44	of	of	ADP
ajst-18564	42	45	transactions	transaction	NOUN
ajst-18564	42	46	.	.	PUNCT
ajst-18564	43	1	therefore	therefore	ADV
ajst-18564	43	2	,	,	PUNCT
ajst-18564	43	3	ensuring	ensure	VERB
ajst-18564	43	4	the	the	DET
ajst-18564	43	5	security	security	NOUN
ajst-18564	43	6	and	and	CCONJ
ajst-18564	43	7	reliability	reliability	NOUN
ajst-18564	43	8	of	of	ADP
ajst-18564	43	9	smart	smart	ADJ
ajst-18564	43	10	contracts	contract	NOUN
ajst-18564	43	11	is	be	AUX
ajst-18564	43	12	essential	essential	ADJ
ajst-18564	43	13	for	for	ADP
ajst-18564	43	14	digital	digital	ADJ
ajst-18564	43	15	asset	asset	NOUN
ajst-18564	43	16	transactions	transaction	NOUN
ajst-18564	43	17	,	,	PUNCT
ajst-18564	43	18	and	and	CCONJ
ajst-18564	43	19	there	there	PRON
ajst-18564	43	20	is	be	VERB
ajst-18564	43	21	a	a	DET
ajst-18564	43	22	need	need	NOUN
ajst-18564	43	23	to	to	PART
ajst-18564	43	24	strengthen	strengthen	VERB
ajst-18564	43	25	auditing	auditing	NOUN
ajst-18564	43	26	and	and	CCONJ
ajst-18564	43	27	testing	testing	NOUN
ajst-18564	43	28	of	of	ADP
ajst-18564	43	29	contract	contract	NOUN
ajst-18564	43	30	codes	code	NOUN
ajst-18564	43	31	and	and	CCONJ
ajst-18564	43	32	introduce	introduce	VERB
ajst-18564	43	33	mechanisms	mechanism	NOUN
ajst-18564	43	34	to	to	PART
ajst-18564	43	35	deal	deal	VERB
ajst-18564	43	36	with	with	ADP
ajst-18564	43	37	execution	execution	NOUN
ajst-18564	43	38	uncertainties	uncertainty	NOUN
ajst-18564	43	39	.	.	PUNCT
ajst-18564	44	1	2.2	2.2	NUM
ajst-18564	44	2	.	.	PUNCT
ajst-18564	44	3	distributed	distribute	VERB
ajst-18564	44	4	ledger	ledger	NOUN
ajst-18564	44	5	technology	technology	NOUN
ajst-18564	44	6	(	(	PUNCT
ajst-18564	44	7	dlt	dlt	PROPN
ajst-18564	44	8	)	)	PUNCT
ajst-18564	44	9	distributed	distribute	VERB
ajst-18564	44	10	ledger	ledger	NOUN
ajst-18564	44	11	technology	technology	NOUN
ajst-18564	44	12	(	(	PUNCT
ajst-18564	44	13	dlt	dlt	PROPN
ajst-18564	44	14	)	)	PUNCT
ajst-18564	44	15	,	,	PUNCT
ajst-18564	44	16	the	the	DET
ajst-18564	44	17	core	core	PROPN
ajst-18564	44	18	blockchain	blockchain	PROPN
ajst-18564	44	19	technology	technology	PROPN
ajst-18564	44	20	applied	apply	VERB
ajst-18564	44	21	to	to	ADP
ajst-18564	44	22	capital	capital	NOUN
ajst-18564	44	23	markets	market	NOUN
ajst-18564	44	24	,	,	PUNCT
ajst-18564	44	25	is	be	AUX
ajst-18564	44	26	a	a	DET
ajst-18564	44	27	digitized	digitize	VERB
ajst-18564	44	28	system	system	NOUN
ajst-18564	44	29	that	that	PRON
ajst-18564	44	30	allows	allow	VERB
ajst-18564	44	31	participants	participant	NOUN
ajst-18564	44	32	and	and	CCONJ
ajst-18564	44	33	systems	system	NOUN
ajst-18564	44	34	to	to	PART
ajst-18564	44	35	record	record	NOUN
ajst-18564	44	36	transactions	transaction	NOUN
ajst-18564	44	37	related	relate	VERB
ajst-18564	44	38	to	to	ADP
ajst-18564	44	39	assets	asset	NOUN
ajst-18564	44	40	.	.	PUNCT
ajst-18564	45	1	in	in	ADP
ajst-18564	45	2	contrast	contrast	NOUN
ajst-18564	45	3	to	to	ADP
ajst-18564	45	4	traditional	traditional	ADJ
ajst-18564	45	5	databases	database	NOUN
ajst-18564	45	6	,	,	PUNCT
ajst-18564	45	7	distributed	distribute	VERB
ajst-18564	45	8	ledger	ledger	NOUN
ajst-18564	45	9	technology	technology	NOUN
ajst-18564	45	10	stores	store	NOUN
ajst-18564	45	11	information	information	NOUN
ajst-18564	45	12	in	in	ADP
ajst-18564	45	13	real	real	ADJ
ajst-18564	45	14	time	time	NOUN
ajst-18564	45	15	in	in	ADP
ajst-18564	45	16	numerous	numerous	ADJ
ajst-18564	45	17	locations	location	NOUN
ajst-18564	45	18	,	,	PUNCT
ajst-18564	45	19	rather	rather	ADV
ajst-18564	45	20	than	than	ADP
ajst-18564	45	21	relying	rely	VERB
ajst-18564	45	22	on	on	ADP
ajst-18564	45	23	a	a	DET
ajst-18564	45	24	single	single	ADJ
ajst-18564	45	25	central	central	ADJ
ajst-18564	45	26	storage	storage	NOUN
ajst-18564	45	27	point	point	NOUN
ajst-18564	45	28	.	.	PUNCT
ajst-18564	46	1	because	because	SCONJ
ajst-18564	46	2	of	of	ADP
ajst-18564	46	3	this	this	PRON
ajst-18564	46	4	,	,	PUNCT
ajst-18564	46	5	dlt	dlt	PROPN
ajst-18564	46	6	is	be	AUX
ajst-18564	46	7	fundamentally	fundamentally	ADV
ajst-18564	46	8	different	different	ADJ
ajst-18564	46	9	from	from	ADP
ajst-18564	46	10	traditional	traditional	ADJ
ajst-18564	46	11	databases	database	NOUN
ajst-18564	46	12	.	.	PUNCT
ajst-18564	47	1	the	the	DET
ajst-18564	47	2	decentralized	decentralize	VERB
ajst-18564	47	3	nature	nature	NOUN
ajst-18564	47	4	brings	bring	VERB
ajst-18564	47	5	superior	superior	ADJ
ajst-18564	47	6	security	security	NOUN
ajst-18564	47	7	,	,	PUNCT
ajst-18564	47	8	transparency	transparency	NOUN
ajst-18564	47	9	and	and	CCONJ
ajst-18564	47	10	trust	trust	NOUN
ajst-18564	47	11	to	to	ADP
ajst-18564	47	12	all	all	DET
ajst-18564	47	13	parties	party	NOUN
ajst-18564	47	14	using	use	VERB
ajst-18564	47	15	the	the	DET
ajst-18564	47	16	technology	technology	NOUN
ajst-18564	47	17	.	.	PUNCT
ajst-18564	48	1	simply	simply	ADV
ajst-18564	48	2	put	put	VERB
ajst-18564	48	3	,	,	PUNCT
ajst-18564	48	4	dlt	dlt	PROPN
ajst-18564	48	5	is	be	AUX
ajst-18564	48	6	a	a	DET
ajst-18564	48	7	distributed	distribute	VERB
ajst-18564	48	8	database	database	NOUN
ajst-18564	48	9	.	.	PUNCT
ajst-18564	49	1	a	a	DET
ajst-18564	49	2	group	group	NOUN
ajst-18564	49	3	of	of	ADP
ajst-18564	49	4	computers	computer	NOUN
ajst-18564	49	5	,	,	PUNCT
ajst-18564	49	6	often	often	ADV
ajst-18564	49	7	called	call	VERB
ajst-18564	49	8	nodes	node	NOUN
ajst-18564	49	9	,	,	PUNCT
ajst-18564	49	10	are	be	AUX
ajst-18564	49	11	connected	connect	VERB
ajst-18564	49	12	pointto	pointto	ADJ
ajst-18564	49	13	-	-	PUNCT
ajst-18564	49	14	point	point	NOUN
ajst-18564	49	15	in	in	ADP
ajst-18564	49	16	the	the	DET
ajst-18564	49	17	network	network	NOUN
ajst-18564	49	18	,	,	PUNCT
ajst-18564	49	19	enabling	enable	VERB
ajst-18564	49	20	direct	direct	ADJ
ajst-18564	49	21	,	,	PUNCT
ajst-18564	49	22	bilaterally	bilaterally	ADV
ajst-18564	49	23	shared	share	VERB
ajst-18564	49	24	data	datum	NOUN
ajst-18564	49	25	.	.	PUNCT
ajst-18564	50	1	in	in	ADP
ajst-18564	50	2	a	a	DET
ajst-18564	50	3	dlt	dlt	PROPN
ajst-18564	50	4	system	system	NOUN
ajst-18564	50	5	,	,	PUNCT
ajst-18564	50	6	data	datum	NOUN
ajst-18564	50	7	is	be	AUX
ajst-18564	50	8	replicated	replicate	VERB
ajst-18564	50	9	across	across	ADP
ajst-18564	50	10	multiple	multiple	ADJ
ajst-18564	50	11	nodes	node	NOUN
ajst-18564	50	12	on	on	ADP
ajst-18564	50	13	the	the	DET
ajst-18564	50	14	network	network	NOUN
ajst-18564	50	15	,	,	PUNCT
ajst-18564	50	16	ensuring	ensure	VERB
ajst-18564	50	17	resiliency	resiliency	NOUN
ajst-18564	50	18	and	and	CCONJ
ajst-18564	50	19	eliminating	eliminate	VERB
ajst-18564	50	20	the	the	DET
ajst-18564	50	21	need	need	NOUN
ajst-18564	50	22	to	to	PART
ajst-18564	50	23	rely	rely	VERB
ajst-18564	50	24	on	on	ADP
ajst-18564	50	25	a	a	DET
ajst-18564	50	26	central	central	ADJ
ajst-18564	50	27	node	node	NOUN
ajst-18564	50	28	for	for	ADP
ajst-18564	50	29	data	datum	NOUN
ajst-18564	50	30	validation	validation	NOUN
ajst-18564	50	31	or	or	CCONJ
ajst-18564	50	32	execution	execution	NOUN
ajst-18564	50	33	.	.	PUNCT
ajst-18564	51	1	dlt	dlt	PROPN
ajst-18564	51	2	uses	use	VERB
ajst-18564	51	3	a	a	DET
ajst-18564	51	4	consensus	consensus	NOUN
ajst-18564	51	5	mechanism	mechanism	NOUN
ajst-18564	51	6	to	to	PART
ajst-18564	51	7	add	add	VERB
ajst-18564	51	8	new	new	ADJ
ajst-18564	51	9	data	datum	NOUN
ajst-18564	51	10	to	to	ADP
ajst-18564	51	11	the	the	DET
ajst-18564	51	12	ledger	ledger	NOUN
ajst-18564	51	13	in	in	ADP
ajst-18564	51	14	a	a	DET
ajst-18564	51	15	trusted	trust	VERB
ajst-18564	51	16	,	,	PUNCT
ajst-18564	51	17	secure	secure	ADJ
ajst-18564	51	18	,	,	PUNCT
ajst-18564	51	19	and	and	CCONJ
ajst-18564	51	20	verifiable	verifiable	ADJ
ajst-18564	51	21	way	way	NOUN
ajst-18564	51	22	.	.	PUNCT
ajst-18564	52	1	the	the	DET
ajst-18564	52	2	algorithm	algorithm	NOUN
ajst-18564	52	3	ensures	ensure	VERB
ajst-18564	52	4	that	that	SCONJ
ajst-18564	52	5	new	new	ADJ
ajst-18564	52	6	data	data	NOUN
ajst-18564	52	7	entries	entry	NOUN
ajst-18564	52	8	are	be	AUX
ajst-18564	52	9	validated	validate	VERB
ajst-18564	52	10	and	and	CCONJ
ajst-18564	52	11	added	add	VERB
ajst-18564	52	12	to	to	ADP
ajst-18564	52	13	the	the	DET
ajst-18564	52	14	ledger	ledger	NOUN
ajst-18564	52	15	only	only	ADV
ajst-18564	52	16	if	if	SCONJ
ajst-18564	52	17	there	there	PRON
ajst-18564	52	18	is	be	VERB
ajst-18564	52	19	consensus	consensus	NOUN
ajst-18564	52	20	among	among	ADP
ajst-18564	52	21	nodes	node	NOUN
ajst-18564	52	22	or	or	CCONJ
ajst-18564	52	23	participants	participant	NOUN
ajst-18564	52	24	.	.	PUNCT
ajst-18564	53	1	as	as	ADP
ajst-18564	53	2	a	a	DET
ajst-18564	53	3	self	self	NOUN
ajst-18564	53	4	-	-	PUNCT
ajst-18564	53	5	operating	operate	VERB
ajst-18564	53	6	system	system	NOUN
ajst-18564	53	7	jointly	jointly	ADV
ajst-18564	53	8	recognized	recognize	VERB
ajst-18564	53	9	by	by	ADP
ajst-18564	53	10	participants	participant	NOUN
ajst-18564	53	11	without	without	ADP
ajst-18564	53	12	intermediary	intermediary	ADJ
ajst-18564	53	13	management	management	NOUN
ajst-18564	53	14	,	,	PUNCT
ajst-18564	53	15	distributed	distribute	VERB
ajst-18564	53	16	ledger	ledger	NOUN
ajst-18564	53	17	technology	technology	NOUN
ajst-18564	53	18	realizes	realize	VERB
ajst-18564	53	19	the	the	DET
ajst-18564	53	20	automation	automation	NOUN
ajst-18564	53	21	of	of	ADP
ajst-18564	53	22	financial	financial	ADJ
ajst-18564	53	23	asset	asset	NOUN
ajst-18564	53	24	transactions	transaction	NOUN
ajst-18564	53	25	through	through	ADP
ajst-18564	53	26	a	a	DET
ajst-18564	53	27	digital	digital	ADJ
ajst-18564	53	28	trust	trust	NOUN
ajst-18564	53	29	mechanism	mechanism	NOUN
ajst-18564	53	30	,	,	PUNCT
ajst-18564	53	31	which	which	PRON
ajst-18564	53	32	can	can	AUX
ajst-18564	53	33	reduce	reduce	VERB
ajst-18564	53	34	the	the	DET
ajst-18564	53	35	trust	trust	NOUN
ajst-18564	53	36	costs	cost	NOUN
ajst-18564	53	37	of	of	ADP
ajst-18564	53	38	market	market	NOUN
ajst-18564	53	39	participants	participant	NOUN
ajst-18564	53	40	,	,	PUNCT
ajst-18564	53	41	realize	realize	VERB
ajst-18564	53	42	peer	peer	NOUN
ajst-18564	53	43	-	-	PUNCT
ajst-18564	53	44	topeer	topeer	NOUN
ajst-18564	53	45	transactions	transaction	NOUN
ajst-18564	53	46	,	,	PUNCT
ajst-18564	53	47	and	and	CCONJ
ajst-18564	53	48	reduce	reduce	VERB
ajst-18564	53	49	the	the	DET
ajst-18564	53	50	development	development	NOUN
ajst-18564	53	51	costs	cost	NOUN
ajst-18564	53	52	and	and	CCONJ
ajst-18564	53	53	maintenance	maintenance	NOUN
ajst-18564	53	54	costs	cost	NOUN
ajst-18564	53	55	of	of	ADP
ajst-18564	53	56	centralized	centralized	ADJ
ajst-18564	53	57	service	service	NOUN
ajst-18564	53	58	systems	system	NOUN
ajst-18564	53	59	.	.	PUNCT
ajst-18564	54	1	improve	improve	VERB
ajst-18564	54	2	the	the	DET
ajst-18564	54	3	payment	payment	NOUN
ajst-18564	54	4	and	and	CCONJ
ajst-18564	54	5	settlement	settlement	NOUN
ajst-18564	54	6	efficiency	efficiency	NOUN
ajst-18564	54	7	of	of	ADP
ajst-18564	54	8	financial	financial	ADJ
ajst-18564	54	9	system	system	NOUN
ajst-18564	54	10	transactions	transaction	NOUN
ajst-18564	54	11	and	and	CCONJ
ajst-18564	54	12	the	the	DET
ajst-18564	54	13	transparency	transparency	NOUN
ajst-18564	54	14	of	of	ADP
ajst-18564	54	15	business	business	NOUN
ajst-18564	54	16	processes	process	NOUN
ajst-18564	54	17	,	,	PUNCT
ajst-18564	54	18	so	so	SCONJ
ajst-18564	54	19	as	as	SCONJ
ajst-18564	54	20	to	to	PART
ajst-18564	54	21	simplify	simplify	VERB
ajst-18564	54	22	business	business	NOUN
ajst-18564	54	23	processes	process	NOUN
ajst-18564	54	24	,	,	PUNCT
ajst-18564	54	25	shorten	shorten	VERB
ajst-18564	54	26	transaction	transaction	NOUN
ajst-18564	54	27	cycles	cycle	NOUN
ajst-18564	54	28	,	,	PUNCT
ajst-18564	54	29	effectively	effectively	ADV
ajst-18564	54	30	reduce	reduce	VERB
ajst-18564	54	31	risks	risk	NOUN
ajst-18564	54	32	,	,	PUNCT
ajst-18564	54	33	and	and	CCONJ
ajst-18564	54	34	improve	improve	VERB
ajst-18564	54	35	the	the	DET
ajst-18564	54	36	operational	operational	ADJ
ajst-18564	54	37	efficiency	efficiency	NOUN
ajst-18564	54	38	and	and	CCONJ
ajst-18564	54	39	economic	economic	ADJ
ajst-18564	54	40	benefits	benefit	NOUN
ajst-18564	54	41	of	of	ADP
ajst-18564	54	42	the	the	DET
ajst-18564	54	43	financial	financial	ADJ
ajst-18564	54	44	system	system	NOUN
ajst-18564	54	45	.	.	PUNCT
ajst-18564	55	1	at	at	ADP
ajst-18564	55	2	the	the	DET
ajst-18564	55	3	same	same	ADJ
ajst-18564	55	4	time	time	NOUN
ajst-18564	55	5	,	,	PUNCT
ajst-18564	55	6	distributed	distribute	VERB
ajst-18564	55	7	ledger	ledger	NOUN
ajst-18564	55	8	technology	technology	NOUN
ajst-18564	55	9	verifies	verify	VERB
ajst-18564	55	10	the	the	DET
ajst-18564	55	11	authenticity	authenticity	NOUN
ajst-18564	55	12	of	of	ADP
ajst-18564	55	13	identity	identity	NOUN
ajst-18564	55	14	and	and	CCONJ
ajst-18564	55	15	transactions	transaction	NOUN
ajst-18564	55	16	through	through	ADP
ajst-18564	55	17	encryption	encryption	NOUN
ajst-18564	55	18	technology	technology	NOUN
ajst-18564	55	19	and	and	CCONJ
ajst-18564	55	20	electronic	electronic	ADJ
ajst-18564	55	21	signatures	signature	NOUN
ajst-18564	55	22	,	,	PUNCT
ajst-18564	55	23	strengthening	strengthen	VERB
ajst-18564	55	24	the	the	DET
ajst-18564	55	25	elasticity	elasticity	NOUN
ajst-18564	55	26	and	and	CCONJ
ajst-18564	55	27	robustness	robustness	NOUN
ajst-18564	55	28	of	of	ADP
ajst-18564	55	29	the	the	DET
ajst-18564	55	30	system	system	NOUN
ajst-18564	55	31	.	.	PUNCT
ajst-18564	56	1	in	in	ADP
ajst-18564	56	2	the	the	DET
ajst-18564	56	3	field	field	NOUN
ajst-18564	56	4	of	of	ADP
ajst-18564	56	5	digital	digital	ADJ
ajst-18564	56	6	asset	asset	NOUN
ajst-18564	56	7	trading	trading	NOUN
ajst-18564	56	8	,	,	PUNCT
ajst-18564	56	9	distributed	distribute	VERB
ajst-18564	56	10	ledger	ledger	NOUN
ajst-18564	56	11	technology	technology	NOUN
ajst-18564	56	12	(	(	PUNCT
ajst-18564	56	13	dlt	dlt	PROPN
ajst-18564	56	14	)	)	PUNCT
ajst-18564	56	15	is	be	AUX
ajst-18564	56	16	widely	widely	ADV
ajst-18564	56	17	used	use	VERB
ajst-18564	56	18	and	and	CCONJ
ajst-18564	56	19	brings	bring	VERB
ajst-18564	56	20	many	many	ADJ
ajst-18564	56	21	advantages	advantage	NOUN
ajst-18564	56	22	to	to	ADP
ajst-18564	56	23	it	it	PRON
ajst-18564	56	24	.	.	PUNCT
ajst-18564	57	1	a	a	DET
ajst-18564	57	2	typical	typical	ADJ
ajst-18564	57	3	use	use	NOUN
ajst-18564	57	4	case	case	NOUN
ajst-18564	57	5	is	be	AUX
ajst-18564	57	6	blockchain	blockchain	PROPN
ajst-18564	57	7	trading	trading	NOUN
ajst-18564	57	8	platforms	platform	NOUN
ajst-18564	57	9	,	,	PUNCT
ajst-18564	57	10	such	such	ADJ
ajst-18564	57	11	as	as	ADP
ajst-18564	57	12	exchanges	exchange	NOUN
ajst-18564	57	13	such	such	ADJ
ajst-18564	57	14	as	as	ADP
ajst-18564	57	15	binance	binance	NOUN
ajst-18564	57	16	and	and	CCONJ
ajst-18564	57	17	coinbase	coinbase	NOUN
ajst-18564	57	18	.	.	PUNCT
ajst-18564	58	1	these	these	DET
ajst-18564	58	2	exchanges	exchange	NOUN
ajst-18564	58	3	use	use	VERB
ajst-18564	58	4	dlt	dlt	PROPN
ajst-18564	58	5	technology	technology	NOUN
ajst-18564	58	6	to	to	PART
ajst-18564	58	7	build	build	VERB
ajst-18564	58	8	a	a	DET
ajst-18564	58	9	decentralized	decentralize	VERB
ajst-18564	58	10	trading	trading	NOUN
ajst-18564	58	11	platform	platform	NOUN
ajst-18564	58	12	,	,	PUNCT
ajst-18564	58	13	realize	realize	VERB
ajst-18564	58	14	the	the	DET
ajst-18564	58	15	distributed	distribute	VERB
ajst-18564	58	16	storage	storage	NOUN
ajst-18564	58	17	of	of	ADP
ajst-18564	58	18	transaction	transaction	NOUN
ajst-18564	58	19	data	datum	NOUN
ajst-18564	58	20	and	and	CCONJ
ajst-18564	58	21	consensus	consensus	NOUN
ajst-18564	58	22	verification	verification	NOUN
ajst-18564	58	23	,	,	PUNCT
ajst-18564	58	24	and	and	CCONJ
ajst-18564	58	25	ensure	ensure	VERB
ajst-18564	58	26	the	the	DET
ajst-18564	58	27	transparency	transparency	NOUN
ajst-18564	58	28	and	and	CCONJ
ajst-18564	58	29	security	security	NOUN
ajst-18564	58	30	of	of	ADP
ajst-18564	58	31	transactions	transaction	NOUN
ajst-18564	58	32	.	.	PUNCT
ajst-18564	59	1	through	through	ADP
ajst-18564	59	2	blockchain	blockchain	PROPN
ajst-18564	59	3	technology	technology	PROPN
ajst-18564	59	4	,	,	PUNCT
ajst-18564	59	5	transaction	transaction	NOUN
ajst-18564	59	6	records	record	NOUN
ajst-18564	59	7	are	be	AUX
ajst-18564	59	8	recorded	record	VERB
ajst-18564	59	9	on	on	ADP
ajst-18564	59	10	the	the	DET
ajst-18564	59	11	immutable	immutable	ADJ
ajst-18564	59	12	blockchain	blockchain	NOUN
ajst-18564	59	13	,	,	PUNCT
ajst-18564	59	14	ensuring	ensure	VERB
ajst-18564	59	15	the	the	DET
ajst-18564	59	16	traceability	traceability	NOUN
ajst-18564	59	17	and	and	CCONJ
ajst-18564	59	18	authenticity	authenticity	NOUN
ajst-18564	59	19	of	of	ADP
ajst-18564	59	20	transactions	transaction	NOUN
ajst-18564	59	21	,	,	PUNCT
ajst-18564	59	22	effectively	effectively	ADV
ajst-18564	59	23	preventing	prevent	VERB
ajst-18564	59	24	fraud	fraud	NOUN
ajst-18564	59	25	such	such	ADJ
ajst-18564	59	26	as	as	ADP
ajst-18564	59	27	data	data	NOUN
ajst-18564	59	28	tampering	tampering	NOUN
ajst-18564	59	29	and	and	CCONJ
ajst-18564	59	30	double	double	ADJ
ajst-18564	59	31	spending	spending	NOUN
ajst-18564	59	32	.	.	PUNCT
ajst-18564	60	1	in	in	ADP
ajst-18564	60	2	addition	addition	NOUN
ajst-18564	60	3	,	,	PUNCT
ajst-18564	60	4	dlt	dlt	PROPN
ajst-18564	60	5	technology	technology	PROPN
ajst-18564	60	6	also	also	ADV
ajst-18564	60	7	gives	give	VERB
ajst-18564	60	8	users	user	NOUN
ajst-18564	60	9	greater	great	ADJ
ajst-18564	60	10	control	control	NOUN
ajst-18564	60	11	and	and	CCONJ
ajst-18564	60	12	privacy	privacy	NOUN
ajst-18564	60	13	protection	protection	NOUN
ajst-18564	60	14	,	,	PUNCT
ajst-18564	60	15	and	and	CCONJ
ajst-18564	60	16	users	user	NOUN
ajst-18564	60	17	can	can	AUX
ajst-18564	60	18	manage	manage	VERB
ajst-18564	60	19	their	their	PRON
ajst-18564	60	20	digital	digital	ADJ
ajst-18564	60	21	assets	asset	NOUN
ajst-18564	60	22	through	through	ADP
ajst-18564	60	23	private	private	ADJ
ajst-18564	60	24	keys	key	NOUN
ajst-18564	60	25	,	,	PUNCT
ajst-18564	60	26	without	without	ADP
ajst-18564	60	27	relying	rely	VERB
ajst-18564	60	28	on	on	ADP
ajst-18564	60	29	a	a	DET
ajst-18564	60	30	third	third	ADJ
ajst-18564	60	31	party	party	NOUN
ajst-18564	60	32	.	.	PUNCT
ajst-18564	61	1	these	these	DET
ajst-18564	61	2	application	application	NOUN
ajst-18564	61	3	cases	case	NOUN
ajst-18564	61	4	fully	fully	ADV
ajst-18564	61	5	demonstrate	demonstrate	VERB
ajst-18564	61	6	the	the	DET
ajst-18564	61	7	value	value	NOUN
ajst-18564	61	8	and	and	CCONJ
ajst-18564	61	9	potential	potential	NOUN
ajst-18564	61	10	of	of	ADP
ajst-18564	61	11	dlt	dlt	PROPN
ajst-18564	61	12	technology	technology	NOUN
ajst-18564	61	13	in	in	ADP
ajst-18564	61	14	digital	digital	ADJ
ajst-18564	61	15	asset	asset	NOUN
ajst-18564	61	16	trading	trading	NOUN
ajst-18564	61	17	,	,	PUNCT
ajst-18564	61	18	providing	provide	VERB
ajst-18564	61	19	important	important	ADJ
ajst-18564	61	20	support	support	NOUN
ajst-18564	61	21	for	for	ADP
ajst-18564	61	22	building	build	VERB
ajst-18564	61	23	a	a	DET
ajst-18564	61	24	secure	secure	ADJ
ajst-18564	61	25	,	,	PUNCT
ajst-18564	61	26	transparent	transparent	ADJ
ajst-18564	61	27	and	and	CCONJ
ajst-18564	61	28	efficient	efficient	ADJ
ajst-18564	61	29	digital	digital	ADJ
ajst-18564	61	30	asset	asset	NOUN
ajst-18564	61	31	trading	trading	NOUN
ajst-18564	61	32	ecosystem	ecosystem	NOUN
ajst-18564	61	33	.	.	PUNCT
ajst-18564	62	1	2.3	2.3	NUM
ajst-18564	62	2	.	.	PUNCT
ajst-18564	63	1	the	the	DET
ajst-18564	63	2	application	application	NOUN
ajst-18564	63	3	of	of	ADP
ajst-18564	63	4	artificial	artificial	ADJ
ajst-18564	63	5	intelligence	intelligence	NOUN
ajst-18564	63	6	(	(	PUNCT
ajst-18564	63	7	ai	ai	NOUN
ajst-18564	63	8	)	)	PUNCT
ajst-18564	63	9	in	in	ADP
ajst-18564	63	10	digital	digital	ADJ
ajst-18564	63	11	asset	asset	NOUN
ajst-18564	63	12	trading	trading	NOUN
ajst-18564	63	13	1	1	NUM
ajst-18564	63	14	)	)	PUNCT
ajst-18564	63	15	application	application	NOUN
ajst-18564	63	16	of	of	ADP
ajst-18564	63	17	ai	ai	NOUN
ajst-18564	63	18	in	in	ADP
ajst-18564	63	19	security	security	NOUN
ajst-18564	63	20	:	:	PUNCT
ajst-18564	63	21	anomaly	anomaly	NOUN
ajst-18564	63	22	detection	detection	NOUN
ajst-18564	63	23	,	,	PUNCT
ajst-18564	63	24	threat	threat	NOUN
ajst-18564	63	25	analysis	analysis	NOUN
ajst-18564	63	26	ai	ai	VERB
ajst-18564	63	27	technology	technology	NOUN
ajst-18564	63	28	plays	play	VERB
ajst-18564	63	29	an	an	DET
ajst-18564	63	30	important	important	ADJ
ajst-18564	63	31	role	role	NOUN
ajst-18564	63	32	in	in	ADP
ajst-18564	63	33	the	the	DET
ajst-18564	63	34	security	security	NOUN
ajst-18564	63	35	of	of	ADP
ajst-18564	63	36	digital	digital	ADJ
ajst-18564	63	37	asset	asset	NOUN
ajst-18564	63	38	transactions	transaction	NOUN
ajst-18564	63	39	,	,	PUNCT
ajst-18564	63	40	including	include	VERB
ajst-18564	63	41	aspects	aspect	NOUN
ajst-18564	63	42	such	such	ADJ
ajst-18564	63	43	as	as	ADP
ajst-18564	63	44	anomaly	anomaly	NOUN
ajst-18564	63	45	detection	detection	NOUN
ajst-18564	63	46	and	and	CCONJ
ajst-18564	63	47	threat	threat	NOUN
ajst-18564	63	48	analysis	analysis	NOUN
ajst-18564	63	49	.	.	PUNCT
ajst-18564	64	1	through	through	ADP
ajst-18564	64	2	machine	machine	NOUN
ajst-18564	64	3	learning	learning	NOUN
ajst-18564	64	4	algorithms	algorithm	NOUN
ajst-18564	64	5	,	,	PUNCT
ajst-18564	64	6	ai	ai	AUX
ajst-18564	64	7	can	can	AUX
ajst-18564	64	8	analyze	analyze	VERB
ajst-18564	64	9	transaction	transaction	NOUN
ajst-18564	64	10	data	datum	NOUN
ajst-18564	64	11	and	and	CCONJ
ajst-18564	64	12	user	user	NOUN
ajst-18564	64	13	behavior	behavior	NOUN
ajst-18564	64	14	patterns	pattern	NOUN
ajst-18564	64	15	to	to	PART
ajst-18564	64	16	identify	identify	VERB
ajst-18564	64	17	abnormal	abnormal	ADJ
ajst-18564	64	18	transaction	transaction	NOUN
ajst-18564	64	19	behavior	behavior	NOUN
ajst-18564	64	20	,	,	PUNCT
ajst-18564	64	21	such	such	ADJ
ajst-18564	64	22	as	as	ADP
ajst-18564	64	23	abnormal	abnormal	ADJ
ajst-18564	64	24	transaction	transaction	NOUN
ajst-18564	64	25	amount	amount	NOUN
ajst-18564	64	26	or	or	CCONJ
ajst-18564	64	27	frequency	frequency	NOUN
ajst-18564	64	28	,	,	PUNCT
ajst-18564	64	29	so	so	SCONJ
ajst-18564	64	30	as	as	SCONJ
ajst-18564	64	31	to	to	PART
ajst-18564	64	32	detect	detect	VERB
ajst-18564	64	33	and	and	CCONJ
ajst-18564	64	34	prevent	prevent	VERB
ajst-18564	64	35	potential	potential	ADJ
ajst-18564	64	36	fraud	fraud	NOUN
ajst-18564	64	37	in	in	ADP
ajst-18564	64	38	a	a	DET
ajst-18564	64	39	timely	timely	ADJ
ajst-18564	64	40	manner	manner	NOUN
ajst-18564	64	41	.	.	PUNCT
ajst-18564	65	1	for	for	ADP
ajst-18564	65	2	example	example	NOUN
ajst-18564	65	3	,	,	PUNCT
ajst-18564	65	4	the	the	DET
ajst-18564	65	5	158	158	NUM
ajst-18564	65	6	coinbase	coinbase	PROPN
ajst-18564	65	7	exchange	exchange	NOUN
ajst-18564	65	8	uses	use	VERB
ajst-18564	65	9	machine	machine	NOUN
ajst-18564	65	10	learning	learn	VERB
ajst-18564	65	11	technology	technology	NOUN
ajst-18564	65	12	for	for	SCONJ
ajst-18564	65	13	trading	trading	NOUN
ajst-18564	65	14	risk	risk	NOUN
ajst-18564	65	15	assessment	assessment	NOUN
ajst-18564	65	16	to	to	PART
ajst-18564	65	17	identify	identify	VERB
ajst-18564	65	18	potential	potential	ADJ
ajst-18564	65	19	fraud	fraud	NOUN
ajst-18564	65	20	,	,	PUNCT
ajst-18564	65	21	such	such	ADJ
ajst-18564	65	22	as	as	ADP
ajst-18564	65	23	money	money	NOUN
ajst-18564	65	24	laundering	laundering	NOUN
ajst-18564	65	25	and	and	CCONJ
ajst-18564	65	26	fraudulent	fraudulent	ADJ
ajst-18564	65	27	transactions	transaction	NOUN
ajst-18564	65	28	,	,	PUNCT
ajst-18564	65	29	by	by	ADP
ajst-18564	65	30	analyzing	analyze	VERB
ajst-18564	65	31	transaction	transaction	NOUN
ajst-18564	65	32	data	datum	NOUN
ajst-18564	65	33	and	and	CCONJ
ajst-18564	65	34	user	user	NOUN
ajst-18564	65	35	behavior	behavior	NOUN
ajst-18564	65	36	patterns	pattern	NOUN
ajst-18564	65	37	,	,	PUNCT
ajst-18564	65	38	thus	thus	ADV
ajst-18564	65	39	ensuring	ensure	VERB
ajst-18564	65	40	the	the	DET
ajst-18564	65	41	security	security	NOUN
ajst-18564	65	42	and	and	CCONJ
ajst-18564	65	43	stability	stability	NOUN
ajst-18564	65	44	of	of	ADP
ajst-18564	65	45	the	the	DET
ajst-18564	65	46	trading	trading	NOUN
ajst-18564	65	47	platform	platform	NOUN
ajst-18564	65	48	.	.	PUNCT
ajst-18564	66	1	in	in	ADP
ajst-18564	66	2	addition	addition	NOUN
ajst-18564	66	3	,	,	PUNCT
ajst-18564	66	4	ai	ai	VERB
ajst-18564	66	5	can	can	AUX
ajst-18564	66	6	also	also	ADV
ajst-18564	66	7	be	be	AUX
ajst-18564	66	8	used	use	VERB
ajst-18564	66	9	for	for	ADP
ajst-18564	66	10	threat	threat	NOUN
ajst-18564	66	11	analysis	analysis	NOUN
ajst-18564	66	12	,	,	PUNCT
ajst-18564	66	13	by	by	ADP
ajst-18564	66	14	analyzing	analyze	VERB
ajst-18564	66	15	the	the	DET
ajst-18564	66	16	characteristics	characteristic	NOUN
ajst-18564	66	17	of	of	ADP
ajst-18564	66	18	network	network	NOUN
ajst-18564	66	19	attack	attack	NOUN
ajst-18564	66	20	behavior	behavior	NOUN
ajst-18564	66	21	and	and	CCONJ
ajst-18564	66	22	malware	malware	NOUN
ajst-18564	66	23	,	,	PUNCT
ajst-18564	66	24	timely	timely	ADJ
ajst-18564	66	25	detection	detection	NOUN
ajst-18564	66	26	and	and	CCONJ
ajst-18564	66	27	response	response	NOUN
ajst-18564	66	28	to	to	ADP
ajst-18564	66	29	potential	potential	ADJ
ajst-18564	66	30	network	network	NOUN
ajst-18564	66	31	security	security	NOUN
ajst-18564	66	32	threats	threat	NOUN
ajst-18564	66	33	,	,	PUNCT
ajst-18564	66	34	and	and	CCONJ
ajst-18564	66	35	protect	protect	VERB
ajst-18564	66	36	the	the	DET
ajst-18564	66	37	security	security	NOUN
ajst-18564	66	38	of	of	ADP
ajst-18564	66	39	digital	digital	ADJ
ajst-18564	66	40	asset	asset	NOUN
ajst-18564	66	41	trading	trading	NOUN
ajst-18564	66	42	systems	system	NOUN
ajst-18564	66	43	.	.	PUNCT
ajst-18564	67	1	2	2	X
ajst-18564	67	2	)	)	PUNCT
ajst-18564	67	3	the	the	DET
ajst-18564	67	4	role	role	NOUN
ajst-18564	67	5	of	of	ADP
ajst-18564	67	6	ai	ai	VERB
ajst-18564	67	7	in	in	ADP
ajst-18564	67	8	privacy	privacy	NOUN
ajst-18564	67	9	protection	protection	NOUN
ajst-18564	67	10	:	:	PUNCT
ajst-18564	67	11	encryption	encryption	NOUN
ajst-18564	67	12	technology	technology	NOUN
ajst-18564	67	13	,	,	PUNCT
ajst-18564	67	14	data	datum	NOUN
ajst-18564	67	15	desensitization	desensitization	NOUN
ajst-18564	67	16	in	in	ADP
ajst-18564	67	17	the	the	DET
ajst-18564	67	18	digital	digital	ADJ
ajst-18564	67	19	asset	asset	NOUN
ajst-18564	67	20	transaction	transaction	NOUN
ajst-18564	67	21	,	,	PUNCT
ajst-18564	67	22	the	the	DET
ajst-18564	67	23	protection	protection	NOUN
ajst-18564	67	24	of	of	ADP
ajst-18564	67	25	user	user	NOUN
ajst-18564	67	26	privacy	privacy	NOUN
ajst-18564	67	27	is	be	AUX
ajst-18564	67	28	a	a	DET
ajst-18564	67	29	crucial	crucial	ADJ
ajst-18564	67	30	part	part	NOUN
ajst-18564	67	31	,	,	PUNCT
ajst-18564	67	32	and	and	CCONJ
ajst-18564	67	33	the	the	DET
ajst-18564	67	34	application	application	NOUN
ajst-18564	67	35	of	of	ADP
ajst-18564	67	36	ai	ai	PROPN
ajst-18564	67	37	technology	technology	NOUN
ajst-18564	67	38	provides	provide	VERB
ajst-18564	67	39	an	an	DET
ajst-18564	67	40	effective	effective	ADJ
ajst-18564	67	41	means	mean	NOUN
ajst-18564	67	42	for	for	ADP
ajst-18564	67	43	privacy	privacy	NOUN
ajst-18564	67	44	protection	protection	NOUN
ajst-18564	67	45	.	.	PUNCT
ajst-18564	68	1	first	first	ADV
ajst-18564	68	2	of	of	ADP
ajst-18564	68	3	all	all	PRON
ajst-18564	68	4	,	,	PUNCT
ajst-18564	68	5	ai	ai	VERB
ajst-18564	68	6	can	can	AUX
ajst-18564	68	7	be	be	AUX
ajst-18564	68	8	applied	apply	VERB
ajst-18564	68	9	to	to	ADP
ajst-18564	68	10	encryption	encryption	NOUN
ajst-18564	68	11	technology	technology	NOUN
ajst-18564	68	12	to	to	PART
ajst-18564	68	13	improve	improve	VERB
ajst-18564	68	14	the	the	DET
ajst-18564	68	15	efficiency	efficiency	NOUN
ajst-18564	68	16	and	and	CCONJ
ajst-18564	68	17	security	security	NOUN
ajst-18564	68	18	of	of	ADP
ajst-18564	68	19	encryption	encryption	NOUN
ajst-18564	68	20	algorithms	algorithm	NOUN
ajst-18564	68	21	through	through	ADP
ajst-18564	68	22	deep	deep	ADJ
ajst-18564	68	23	learning	learning	NOUN
ajst-18564	68	24	algorithms	algorithm	NOUN
ajst-18564	68	25	to	to	PART
ajst-18564	68	26	ensure	ensure	VERB
ajst-18564	68	27	that	that	SCONJ
ajst-18564	68	28	users	user	NOUN
ajst-18564	68	29	'	'	PART
ajst-18564	68	30	transaction	transaction	NOUN
ajst-18564	68	31	data	datum	NOUN
ajst-18564	68	32	and	and	CCONJ
ajst-18564	68	33	personal	personal	ADJ
ajst-18564	68	34	privacy	privacy	NOUN
ajst-18564	68	35	are	be	AUX
ajst-18564	68	36	effectively	effectively	ADV
ajst-18564	68	37	protected	protect	VERB
ajst-18564	68	38	.	.	PUNCT
ajst-18564	69	1	for	for	ADP
ajst-18564	69	2	example	example	NOUN
ajst-18564	69	3	,	,	PUNCT
ajst-18564	69	4	zcash	zcash	NOUN
ajst-18564	69	5	is	be	AUX
ajst-18564	69	6	a	a	DET
ajst-18564	69	7	zero	zero	NUM
ajst-18564	69	8	-	-	PUNCT
ajst-18564	69	9	knowledge	knowledge	NOUN
ajst-18564	69	10	proof	proof	NOUN
ajst-18564	69	11	-	-	PUNCT
ajst-18564	69	12	based	base	VERB
ajst-18564	69	13	cryptocurrency	cryptocurrency	NOUN
ajst-18564	69	14	that	that	PRON
ajst-18564	69	15	uses	use	VERB
ajst-18564	69	16	the	the	DET
ajst-18564	69	17	zk	zk	PROPN
ajst-18564	69	18	-	-	PUNCT
ajst-18564	69	19	snarks	snark	NOUN
ajst-18564	69	20	algorithm	algorithm	NOUN
ajst-18564	69	21	to	to	PART
ajst-18564	69	22	improve	improve	VERB
ajst-18564	69	23	the	the	DET
ajst-18564	69	24	efficiency	efficiency	NOUN
ajst-18564	69	25	and	and	CCONJ
ajst-18564	69	26	security	security	NOUN
ajst-18564	69	27	of	of	ADP
ajst-18564	69	28	the	the	DET
ajst-18564	69	29	encryption	encryption	NOUN
ajst-18564	69	30	algorithm	algorithm	NOUN
ajst-18564	69	31	through	through	ADP
ajst-18564	69	32	ai	ai	PRON
ajst-18564	69	33	optimization	optimization	NOUN
ajst-18564	69	34	,	,	PUNCT
ajst-18564	69	35	providing	provide	VERB
ajst-18564	69	36	users	user	NOUN
ajst-18564	69	37	with	with	ADP
ajst-18564	69	38	a	a	DET
ajst-18564	69	39	higher	high	ADJ
ajst-18564	69	40	level	level	NOUN
ajst-18564	69	41	of	of	ADP
ajst-18564	69	42	privacy	privacy	NOUN
ajst-18564	69	43	protection	protection	NOUN
ajst-18564	69	44	.	.	PUNCT
ajst-18564	70	1	secondly	secondly	ADV
ajst-18564	70	2	,	,	PUNCT
ajst-18564	70	3	ai	ai	VERB
ajst-18564	70	4	can	can	AUX
ajst-18564	70	5	also	also	ADV
ajst-18564	70	6	be	be	AUX
ajst-18564	70	7	used	use	VERB
ajst-18564	70	8	for	for	ADP
ajst-18564	70	9	data	data	NOUN
ajst-18564	70	10	desensitization	desensitization	NOUN
ajst-18564	70	11	,	,	PUNCT
ajst-18564	70	12	blurring	blur	VERB
ajst-18564	70	13	sensitive	sensitive	ADJ
ajst-18564	70	14	data	datum	NOUN
ajst-18564	70	15	through	through	ADP
ajst-18564	70	16	data	datum	NOUN
ajst-18564	70	17	desensitization	desensitization	NOUN
ajst-18564	70	18	technology	technology	NOUN
ajst-18564	70	19	to	to	PART
ajst-18564	70	20	protect	protect	VERB
ajst-18564	70	21	users	user	NOUN
ajst-18564	70	22	'	'	PART
ajst-18564	70	23	personal	personal	ADJ
ajst-18564	70	24	privacy	privacy	NOUN
ajst-18564	70	25	information	information	NOUN
ajst-18564	70	26	from	from	ADP
ajst-18564	70	27	being	be	AUX
ajst-18564	70	28	leaked	leak	VERB
ajst-18564	70	29	.	.	PUNCT
ajst-18564	71	1	for	for	ADP
ajst-18564	71	2	example	example	NOUN
ajst-18564	71	3	,	,	PUNCT
ajst-18564	71	4	the	the	DET
ajst-18564	71	5	gemini	gemini	PROPN
ajst-18564	71	6	exchange	exchange	NOUN
ajst-18564	71	7	uses	use	VERB
ajst-18564	71	8	data	datum	NOUN
ajst-18564	71	9	desensitization	desensitization	NOUN
ajst-18564	71	10	technology	technology	NOUN
ajst-18564	71	11	to	to	PART
ajst-18564	71	12	process	process	VERB
ajst-18564	71	13	user	user	NOUN
ajst-18564	71	14	trading	trading	NOUN
ajst-18564	71	15	data	datum	NOUN
ajst-18564	71	16	,	,	PUNCT
ajst-18564	71	17	ensuring	ensure	VERB
ajst-18564	71	18	that	that	SCONJ
ajst-18564	71	19	users	user	NOUN
ajst-18564	71	20	'	'	PART
ajst-18564	71	21	personal	personal	ADJ
ajst-18564	71	22	privacy	privacy	NOUN
ajst-18564	71	23	information	information	NOUN
ajst-18564	71	24	is	be	AUX
ajst-18564	71	25	adequately	adequately	ADV
ajst-18564	71	26	protected	protect	VERB
ajst-18564	71	27	while	while	SCONJ
ajst-18564	71	28	meeting	meet	VERB
ajst-18564	71	29	regulatory	regulatory	ADJ
ajst-18564	71	30	compliance	compliance	NOUN
ajst-18564	71	31	requirements	requirement	NOUN
ajst-18564	71	32	.	.	PUNCT
ajst-18564	72	1	these	these	DET
ajst-18564	72	2	application	application	NOUN
ajst-18564	72	3	cases	case	NOUN
ajst-18564	72	4	fully	fully	ADV
ajst-18564	72	5	demonstrate	demonstrate	VERB
ajst-18564	72	6	the	the	DET
ajst-18564	72	7	important	important	ADJ
ajst-18564	72	8	role	role	NOUN
ajst-18564	72	9	of	of	ADP
ajst-18564	72	10	ai	ai	PRON
ajst-18564	72	11	technology	technology	NOUN
ajst-18564	72	12	in	in	ADP
ajst-18564	72	13	privacy	privacy	NOUN
ajst-18564	72	14	protection	protection	NOUN
ajst-18564	72	15	,	,	PUNCT
ajst-18564	72	16	providing	provide	VERB
ajst-18564	72	17	users	user	NOUN
ajst-18564	72	18	with	with	ADP
ajst-18564	72	19	a	a	DET
ajst-18564	72	20	more	more	ADV
ajst-18564	72	21	secure	secure	ADJ
ajst-18564	72	22	and	and	CCONJ
ajst-18564	72	23	private	private	ADJ
ajst-18564	72	24	digital	digital	ADJ
ajst-18564	72	25	asset	asset	NOUN
ajst-18564	72	26	transaction	transaction	NOUN
ajst-18564	72	27	environment	environment	NOUN
ajst-18564	72	28	.	.	PUNCT
ajst-18564	73	1	3	3	X
ajst-18564	73	2	)	)	PUNCT
ajst-18564	73	3	how	how	SCONJ
ajst-18564	73	4	can	can	AUX
ajst-18564	73	5	ai	ai	AUX
ajst-18564	73	6	improve	improve	VERB
ajst-18564	73	7	the	the	DET
ajst-18564	73	8	reliability	reliability	NOUN
ajst-18564	73	9	of	of	ADP
ajst-18564	73	10	smart	smart	ADJ
ajst-18564	73	11	contracts	contract	NOUN
ajst-18564	73	12	:	:	PUNCT
ajst-18564	73	13	automated	automate	VERB
ajst-18564	73	14	testing	testing	NOUN
ajst-18564	73	15	,	,	PUNCT
ajst-18564	73	16	vulnerability	vulnerability	NOUN
ajst-18564	73	17	prediction	prediction	NOUN
ajst-18564	73	18	ai	ai	VERB
ajst-18564	73	19	technology	technology	NOUN
ajst-18564	73	20	plays	play	VERB
ajst-18564	73	21	an	an	DET
ajst-18564	73	22	important	important	ADJ
ajst-18564	73	23	role	role	NOUN
ajst-18564	73	24	in	in	ADP
ajst-18564	73	25	the	the	DET
ajst-18564	73	26	development	development	NOUN
ajst-18564	73	27	and	and	CCONJ
ajst-18564	73	28	testing	testing	NOUN
ajst-18564	73	29	process	process	NOUN
ajst-18564	73	30	of	of	ADP
ajst-18564	73	31	smart	smart	ADJ
ajst-18564	73	32	contracts	contract	NOUN
ajst-18564	73	33	,	,	PUNCT
ajst-18564	73	34	which	which	PRON
ajst-18564	73	35	can	can	AUX
ajst-18564	73	36	effectively	effectively	ADV
ajst-18564	73	37	improve	improve	VERB
ajst-18564	73	38	the	the	DET
ajst-18564	73	39	reliability	reliability	NOUN
ajst-18564	73	40	and	and	CCONJ
ajst-18564	73	41	security	security	NOUN
ajst-18564	73	42	of	of	ADP
ajst-18564	73	43	smart	smart	ADJ
ajst-18564	73	44	contracts	contract	NOUN
ajst-18564	73	45	.	.	PUNCT
ajst-18564	74	1	first	first	ADV
ajst-18564	74	2	,	,	PUNCT
ajst-18564	74	3	ai	ai	VERB
ajst-18564	74	4	can	can	AUX
ajst-18564	74	5	be	be	AUX
ajst-18564	74	6	used	use	VERB
ajst-18564	74	7	to	to	PART
ajst-18564	74	8	automate	automate	VERB
ajst-18564	74	9	testing	testing	NOUN
ajst-18564	74	10	,	,	PUNCT
ajst-18564	74	11	automatically	automatically	ADV
ajst-18564	74	12	generate	generate	VERB
ajst-18564	74	13	test	test	NOUN
ajst-18564	74	14	cases	case	NOUN
ajst-18564	74	15	through	through	ADP
ajst-18564	74	16	machine	machine	NOUN
ajst-18564	74	17	learning	learning	NOUN
ajst-18564	74	18	algorithms	algorithm	NOUN
ajst-18564	74	19	,	,	PUNCT
ajst-18564	74	20	and	and	CCONJ
ajst-18564	74	21	conduct	conduct	VERB
ajst-18564	74	22	comprehensive	comprehensive	ADJ
ajst-18564	74	23	automated	automate	VERB
ajst-18564	74	24	testing	testing	NOUN
ajst-18564	74	25	of	of	ADP
ajst-18564	74	26	smart	smart	ADJ
ajst-18564	74	27	contracts	contract	NOUN
ajst-18564	74	28	,	,	PUNCT
ajst-18564	74	29	identifying	identify	VERB
ajst-18564	74	30	potential	potential	ADJ
ajst-18564	74	31	vulnerabilities	vulnerability	NOUN
ajst-18564	74	32	and	and	CCONJ
ajst-18564	74	33	errors	error	NOUN
ajst-18564	74	34	,	,	PUNCT
ajst-18564	74	35	and	and	CCONJ
ajst-18564	74	36	improving	improve	VERB
ajst-18564	74	37	the	the	DET
ajst-18564	74	38	quality	quality	NOUN
ajst-18564	74	39	and	and	CCONJ
ajst-18564	74	40	stability	stability	NOUN
ajst-18564	74	41	of	of	ADP
ajst-18564	74	42	smart	smart	ADJ
ajst-18564	74	43	contracts	contract	NOUN
ajst-18564	74	44	.	.	PUNCT
ajst-18564	75	1	for	for	ADP
ajst-18564	75	2	example	example	NOUN
ajst-18564	75	3	,	,	PUNCT
ajst-18564	75	4	the	the	DET
ajst-18564	75	5	ethereum	ethereum	NOUN
ajst-18564	75	6	smart	smart	ADJ
ajst-18564	75	7	contract	contract	NOUN
ajst-18564	75	8	platform	platform	NOUN
ajst-18564	75	9	uses	use	VERB
ajst-18564	75	10	ai	ai	VERB
ajst-18564	75	11	-	-	PUNCT
ajst-18564	75	12	based	base	VERB
ajst-18564	75	13	automated	automate	VERB
ajst-18564	75	14	testing	testing	NOUN
ajst-18564	75	15	tools	tool	NOUN
ajst-18564	75	16	to	to	PART
ajst-18564	75	17	find	find	VERB
ajst-18564	75	18	and	and	CCONJ
ajst-18564	75	19	fix	fix	VERB
ajst-18564	75	20	potential	potential	ADJ
ajst-18564	75	21	vulnerabilities	vulnerability	NOUN
ajst-18564	75	22	in	in	ADP
ajst-18564	75	23	a	a	DET
ajst-18564	75	24	large	large	ADJ
ajst-18564	75	25	number	number	NOUN
ajst-18564	75	26	of	of	ADP
ajst-18564	75	27	smart	smart	ADJ
ajst-18564	75	28	contracts	contract	NOUN
ajst-18564	75	29	by	by	ADP
ajst-18564	75	30	generating	generate	VERB
ajst-18564	75	31	a	a	DET
ajst-18564	75	32	large	large	ADJ
ajst-18564	75	33	number	number	NOUN
ajst-18564	75	34	of	of	ADP
ajst-18564	75	35	test	test	NOUN
ajst-18564	75	36	cases	case	NOUN
ajst-18564	75	37	and	and	CCONJ
ajst-18564	75	38	simulated	simulate	VERB
ajst-18564	75	39	transaction	transaction	NOUN
ajst-18564	75	40	scenarios	scenario	NOUN
ajst-18564	75	41	,	,	PUNCT
ajst-18564	75	42	improving	improve	VERB
ajst-18564	75	43	the	the	DET
ajst-18564	75	44	security	security	NOUN
ajst-18564	75	45	and	and	CCONJ
ajst-18564	75	46	reliability	reliability	NOUN
ajst-18564	75	47	of	of	ADP
ajst-18564	75	48	contracts	contract	NOUN
ajst-18564	75	49	.	.	PUNCT
ajst-18564	76	1	secondly	secondly	ADV
ajst-18564	76	2	,	,	PUNCT
ajst-18564	76	3	ai	ai	VERB
ajst-18564	76	4	can	can	AUX
ajst-18564	76	5	also	also	ADV
ajst-18564	76	6	be	be	AUX
ajst-18564	76	7	used	use	VERB
ajst-18564	76	8	for	for	ADP
ajst-18564	76	9	vulnerability	vulnerability	NOUN
ajst-18564	76	10	prediction	prediction	NOUN
ajst-18564	76	11	,	,	PUNCT
ajst-18564	76	12	by	by	ADP
ajst-18564	76	13	analyzing	analyze	VERB
ajst-18564	76	14	smart	smart	ADJ
ajst-18564	76	15	contract	contract	NOUN
ajst-18564	76	16	code	code	NOUN
ajst-18564	76	17	and	and	CCONJ
ajst-18564	76	18	transaction	transaction	NOUN
ajst-18564	76	19	data	datum	NOUN
ajst-18564	76	20	,	,	PUNCT
ajst-18564	76	21	to	to	PART
ajst-18564	76	22	identify	identify	VERB
ajst-18564	76	23	potential	potential	ADJ
ajst-18564	76	24	security	security	NOUN
ajst-18564	76	25	vulnerabilities	vulnerability	NOUN
ajst-18564	76	26	and	and	CCONJ
ajst-18564	76	27	attack	attack	NOUN
ajst-18564	76	28	paths	path	NOUN
ajst-18564	76	29	,	,	PUNCT
ajst-18564	76	30	early	early	ADJ
ajst-18564	76	31	detection	detection	NOUN
ajst-18564	76	32	and	and	CCONJ
ajst-18564	76	33	prevention	prevention	NOUN
ajst-18564	76	34	of	of	ADP
ajst-18564	76	35	potential	potential	ADJ
ajst-18564	76	36	security	security	NOUN
ajst-18564	76	37	threats	threat	NOUN
ajst-18564	76	38	.	.	PUNCT
ajst-18564	77	1	for	for	ADP
ajst-18564	77	2	example	example	NOUN
ajst-18564	77	3	,	,	PUNCT
ajst-18564	77	4	chainlink	chainlink	ADJ
ajst-18564	77	5	smart	smart	ADJ
ajst-18564	77	6	contract	contract	NOUN
ajst-18564	77	7	platform	platform	NOUN
ajst-18564	77	8	uses	use	VERB
ajst-18564	77	9	machine	machine	NOUN
ajst-18564	77	10	learning	learn	VERB
ajst-18564	77	11	algorithms	algorithm	NOUN
ajst-18564	77	12	to	to	PART
ajst-18564	77	13	perform	perform	VERB
ajst-18564	77	14	static	static	ADJ
ajst-18564	77	15	analysis	analysis	NOUN
ajst-18564	77	16	of	of	ADP
ajst-18564	77	17	smart	smart	ADJ
ajst-18564	77	18	contract	contract	NOUN
ajst-18564	77	19	code	code	NOUN
ajst-18564	77	20	,	,	PUNCT
ajst-18564	77	21	find	find	VERB
ajst-18564	77	22	potential	potential	ADJ
ajst-18564	77	23	vulnerabilities	vulnerability	NOUN
ajst-18564	77	24	and	and	CCONJ
ajst-18564	77	25	security	security	NOUN
ajst-18564	77	26	risks	risk	NOUN
ajst-18564	77	27	,	,	PUNCT
ajst-18564	77	28	and	and	CCONJ
ajst-18564	77	29	promptly	promptly	ADV
ajst-18564	77	30	fix	fix	VERB
ajst-18564	77	31	security	security	NOUN
ajst-18564	77	32	vulnerabilities	vulnerability	NOUN
ajst-18564	77	33	in	in	ADP
ajst-18564	77	34	contracts	contract	NOUN
ajst-18564	77	35	,	,	PUNCT
ajst-18564	77	36	improving	improve	VERB
ajst-18564	77	37	the	the	DET
ajst-18564	77	38	security	security	NOUN
ajst-18564	77	39	and	and	CCONJ
ajst-18564	77	40	reliability	reliability	NOUN
ajst-18564	77	41	of	of	ADP
ajst-18564	77	42	contracts	contract	NOUN
ajst-18564	77	43	.	.	PUNCT
ajst-18564	78	1	these	these	DET
ajst-18564	78	2	application	application	NOUN
ajst-18564	78	3	cases	case	NOUN
ajst-18564	78	4	fully	fully	ADV
ajst-18564	78	5	demonstrate	demonstrate	VERB
ajst-18564	78	6	the	the	DET
ajst-18564	78	7	important	important	ADJ
ajst-18564	78	8	role	role	NOUN
ajst-18564	78	9	of	of	ADP
ajst-18564	78	10	ai	ai	PRON
ajst-18564	78	11	technology	technology	NOUN
ajst-18564	78	12	in	in	ADP
ajst-18564	78	13	the	the	DET
ajst-18564	78	14	development	development	NOUN
ajst-18564	78	15	and	and	CCONJ
ajst-18564	78	16	testing	testing	NOUN
ajst-18564	78	17	process	process	NOUN
ajst-18564	78	18	of	of	ADP
ajst-18564	78	19	smart	smart	ADJ
ajst-18564	78	20	contracts	contract	NOUN
ajst-18564	78	21	,	,	PUNCT
ajst-18564	78	22	and	and	CCONJ
ajst-18564	78	23	provide	provide	VERB
ajst-18564	78	24	important	important	ADJ
ajst-18564	78	25	support	support	NOUN
ajst-18564	78	26	for	for	ADP
ajst-18564	78	27	building	build	VERB
ajst-18564	78	28	a	a	DET
ajst-18564	78	29	safe	safe	ADJ
ajst-18564	78	30	and	and	CCONJ
ajst-18564	78	31	reliable	reliable	ADJ
ajst-18564	78	32	digital	digital	ADJ
ajst-18564	78	33	asset	asset	NOUN
ajst-18564	78	34	trading	trading	NOUN
ajst-18564	78	35	ecosystem	ecosystem	NOUN
ajst-18564	78	36	.	.	PUNCT
ajst-18564	79	1	3	3	X
ajst-18564	79	2	.	.	X
ajst-18564	79	3	dtl	dtl	NOUN
ajst-18564	79	4	and	and	CCONJ
ajst-18564	79	5	ai	ai	VERB
ajst-18564	79	6	fusion	fusion	NOUN
ajst-18564	79	7	application	application	NOUN
ajst-18564	79	8	by	by	ADP
ajst-18564	79	9	merging	merge	VERB
ajst-18564	79	10	distributed	distribute	VERB
ajst-18564	79	11	ledger	ledger	NOUN
ajst-18564	79	12	technology	technology	NOUN
ajst-18564	79	13	(	(	PUNCT
ajst-18564	79	14	dlt	dlt	PROPN
ajst-18564	79	15	)	)	PUNCT
ajst-18564	79	16	and	and	CCONJ
ajst-18564	79	17	artificial	artificial	ADJ
ajst-18564	79	18	intelligence	intelligence	NOUN
ajst-18564	79	19	(	(	PUNCT
ajst-18564	79	20	ai	ai	NOUN
ajst-18564	79	21	)	)	PUNCT
ajst-18564	79	22	,	,	PUNCT
ajst-18564	79	23	digital	digital	ADJ
ajst-18564	79	24	asset	asset	NOUN
ajst-18564	79	25	transactions	transaction	NOUN
ajst-18564	79	26	have	have	AUX
ajst-18564	79	27	been	be	AUX
ajst-18564	79	28	able	able	ADJ
ajst-18564	79	29	to	to	PART
ajst-18564	79	30	achieve	achieve	VERB
ajst-18564	79	31	unprecedented	unprecedented	ADJ
ajst-18564	79	32	security	security	NOUN
ajst-18564	79	33	and	and	CCONJ
ajst-18564	79	34	efficiency	efficiency	NOUN
ajst-18564	79	35	.	.	PUNCT
ajst-18564	80	1	the	the	DET
ajst-18564	80	2	data	datum	NOUN
ajst-18564	80	3	shows	show	VERB
ajst-18564	80	4	that	that	SCONJ
ajst-18564	80	5	trading	trading	NOUN
ajst-18564	80	6	platforms	platform	NOUN
ajst-18564	80	7	using	use	VERB
ajst-18564	80	8	dlt	dlt	PROPN
ajst-18564	80	9	technology	technology	NOUN
ajst-18564	80	10	have	have	VERB
ajst-18564	80	11	higher	high	ADJ
ajst-18564	80	12	transaction	transaction	NOUN
ajst-18564	80	13	transparency	transparency	NOUN
ajst-18564	80	14	and	and	CCONJ
ajst-18564	80	15	data	datum	NOUN
ajst-18564	80	16	integrity	integrity	NOUN
ajst-18564	80	17	,	,	PUNCT
ajst-18564	80	18	and	and	CCONJ
ajst-18564	80	19	transaction	transaction	NOUN
ajst-18564	80	20	records	record	NOUN
ajst-18564	80	21	can	can	AUX
ajst-18564	80	22	be	be	AUX
ajst-18564	80	23	securely	securely	ADV
ajst-18564	80	24	stored	store	VERB
ajst-18564	80	25	in	in	ADP
ajst-18564	80	26	a	a	DET
ajst-18564	80	27	distributed	distribute	VERB
ajst-18564	80	28	network	network	NOUN
ajst-18564	80	29	,	,	PUNCT
ajst-18564	80	30	free	free	ADJ
ajst-18564	80	31	from	from	ADP
ajst-18564	80	32	single	single	ADJ
ajst-18564	80	33	point	point	NOUN
ajst-18564	80	34	of	of	ADP
ajst-18564	80	35	failure	failure	NOUN
ajst-18564	80	36	and	and	CCONJ
ajst-18564	80	37	data	datum	NOUN
ajst-18564	80	38	tampering	tampering	NOUN
ajst-18564	80	39	.	.	PUNCT
ajst-18564	81	1	at	at	ADP
ajst-18564	81	2	the	the	DET
ajst-18564	81	3	same	same	ADJ
ajst-18564	81	4	time	time	NOUN
ajst-18564	81	5	,	,	PUNCT
ajst-18564	81	6	the	the	DET
ajst-18564	81	7	application	application	NOUN
ajst-18564	81	8	of	of	ADP
ajst-18564	81	9	ai	ai	PROPN
ajst-18564	81	10	technology	technology	NOUN
ajst-18564	81	11	has	have	AUX
ajst-18564	81	12	further	far	ADV
ajst-18564	81	13	strengthened	strengthen	VERB
ajst-18564	81	14	the	the	DET
ajst-18564	81	15	security	security	NOUN
ajst-18564	81	16	and	and	CCONJ
ajst-18564	81	17	privacy	privacy	NOUN
ajst-18564	81	18	protection	protection	NOUN
ajst-18564	81	19	capabilities	capability	NOUN
ajst-18564	81	20	of	of	ADP
ajst-18564	81	21	transactions	transaction	NOUN
ajst-18564	81	22	.	.	PUNCT
ajst-18564	82	1	by	by	ADP
ajst-18564	82	2	analyzing	analyze	VERB
ajst-18564	82	3	transaction	transaction	NOUN
ajst-18564	82	4	data	datum	NOUN
ajst-18564	82	5	and	and	CCONJ
ajst-18564	82	6	user	user	NOUN
ajst-18564	82	7	behavior	behavior	NOUN
ajst-18564	82	8	patterns	pattern	NOUN
ajst-18564	82	9	,	,	PUNCT
ajst-18564	82	10	ai	ai	AUX
ajst-18564	82	11	can	can	AUX
ajst-18564	82	12	identify	identify	VERB
ajst-18564	82	13	abnormal	abnormal	ADJ
ajst-18564	82	14	transactions	transaction	NOUN
ajst-18564	82	15	and	and	CCONJ
ajst-18564	82	16	potential	potential	ADJ
ajst-18564	82	17	security	security	NOUN
ajst-18564	82	18	threats	threat	NOUN
ajst-18564	82	19	in	in	ADP
ajst-18564	82	20	a	a	DET
ajst-18564	82	21	timely	timely	ADJ
ajst-18564	82	22	manner	manner	NOUN
ajst-18564	82	23	,	,	PUNCT
ajst-18564	82	24	ensuring	ensure	VERB
ajst-18564	82	25	the	the	DET
ajst-18564	82	26	security	security	NOUN
ajst-18564	82	27	of	of	ADP
ajst-18564	82	28	users	user	NOUN
ajst-18564	82	29	'	'	PART
ajst-18564	82	30	funds	fund	NOUN
ajst-18564	82	31	and	and	CCONJ
ajst-18564	82	32	the	the	DET
ajst-18564	82	33	stability	stability	NOUN
ajst-18564	82	34	of	of	ADP
ajst-18564	82	35	the	the	DET
ajst-18564	82	36	trading	trading	NOUN
ajst-18564	82	37	platform	platform	NOUN
ajst-18564	82	38	.	.	PUNCT
ajst-18564	83	1	in	in	ADP
ajst-18564	83	2	addition	addition	NOUN
ajst-18564	83	3	,	,	PUNCT
ajst-18564	83	4	ai	ai	VERB
ajst-18564	83	5	can	can	AUX
ajst-18564	83	6	also	also	ADV
ajst-18564	83	7	use	use	VERB
ajst-18564	83	8	encryption	encryption	NOUN
ajst-18564	83	9	technology	technology	NOUN
ajst-18564	83	10	and	and	CCONJ
ajst-18564	83	11	data	datum	NOUN
ajst-18564	83	12	desensitization	desensitization	NOUN
ajst-18564	83	13	technology	technology	NOUN
ajst-18564	83	14	to	to	PART
ajst-18564	83	15	protect	protect	VERB
ajst-18564	83	16	users	user	NOUN
ajst-18564	83	17	'	'	PART
ajst-18564	83	18	personal	personal	ADJ
ajst-18564	83	19	privacy	privacy	NOUN
ajst-18564	83	20	and	and	CCONJ
ajst-18564	83	21	ensure	ensure	VERB
ajst-18564	83	22	that	that	SCONJ
ajst-18564	83	23	private	private	ADJ
ajst-18564	83	24	data	datum	NOUN
ajst-18564	83	25	in	in	ADP
ajst-18564	83	26	the	the	DET
ajst-18564	83	27	transaction	transaction	NOUN
ajst-18564	83	28	process	process	NOUN
ajst-18564	83	29	is	be	AUX
ajst-18564	83	30	not	not	PART
ajst-18564	83	31	leaked	leak	VERB
ajst-18564	83	32	or	or	CCONJ
ajst-18564	83	33	abused	abuse	VERB
ajst-18564	83	34	.	.	PUNCT
ajst-18564	84	1	in	in	ADP
ajst-18564	84	2	summary	summary	NOUN
ajst-18564	84	3	,	,	PUNCT
ajst-18564	84	4	the	the	DET
ajst-18564	84	5	integration	integration	NOUN
ajst-18564	84	6	of	of	ADP
ajst-18564	84	7	dlt	dlt	PROPN
ajst-18564	84	8	and	and	CCONJ
ajst-18564	84	9	ai	ai	PROPN
ajst-18564	84	10	technologies	technology	NOUN
ajst-18564	84	11	has	have	AUX
ajst-18564	84	12	brought	bring	VERB
ajst-18564	84	13	a	a	DET
ajst-18564	84	14	higher	high	ADJ
ajst-18564	84	15	level	level	NOUN
ajst-18564	84	16	of	of	ADP
ajst-18564	84	17	security	security	NOUN
ajst-18564	84	18	,	,	PUNCT
ajst-18564	84	19	efficiency	efficiency	NOUN
ajst-18564	84	20	and	and	CCONJ
ajst-18564	84	21	privacy	privacy	NOUN
ajst-18564	84	22	protection	protection	NOUN
ajst-18564	84	23	to	to	ADP
ajst-18564	84	24	digital	digital	ADJ
ajst-18564	84	25	asset	asset	NOUN
ajst-18564	84	26	trading	trading	NOUN
ajst-18564	84	27	,	,	PUNCT
ajst-18564	84	28	which	which	PRON
ajst-18564	84	29	has	have	AUX
ajst-18564	84	30	promoted	promote	VERB
ajst-18564	84	31	the	the	DET
ajst-18564	84	32	further	further	ADJ
ajst-18564	84	33	development	development	NOUN
ajst-18564	84	34	and	and	CCONJ
ajst-18564	84	35	maturity	maturity	NOUN
ajst-18564	84	36	of	of	ADP
ajst-18564	84	37	the	the	DET
ajst-18564	84	38	digital	digital	ADJ
ajst-18564	84	39	asset	asset	NOUN
ajst-18564	84	40	trading	trading	NOUN
ajst-18564	84	41	market	market	NOUN
ajst-18564	84	42	.	.	PUNCT
ajst-18564	85	1	table	table	NOUN
ajst-18564	85	2	1	1	NUM
ajst-18564	85	3	.	.	X
ajst-18564	85	4	dtl	dtl	PROPN
ajst-18564	85	5	application	application	NOUN
ajst-18564	85	6	method	method	NOUN
ajst-18564	85	7	for	for	ADP
ajst-18564	85	8	distributed	distributed	ADJ
ajst-18564	85	9	ledger	ledger	NOUN
ajst-18564	85	10	step	step	NOUN
ajst-18564	85	11	method	method	NOUN
ajst-18564	85	12	data	data	PROPN
ajst-18564	85	13	/	/	SYM
ajst-18564	85	14	indicator	indicator	NOUN
ajst-18564	85	15	1	1	NUM
ajst-18564	85	16	.	.	PUNCT
ajst-18564	86	1	data	datum	NOUN
ajst-18564	86	2	collection	collection	NOUN
ajst-18564	86	3	utilize	utilize	VERB
ajst-18564	86	4	dlt	dlt	PROPN
ajst-18564	86	5	technology	technology	NOUN
ajst-18564	86	6	to	to	PART
ajst-18564	86	7	collect	collect	VERB
ajst-18564	86	8	transaction	transaction	NOUN
ajst-18564	86	9	data	datum	NOUN
ajst-18564	86	10	storage	storage	NOUN
ajst-18564	86	11	and	and	CCONJ
ajst-18564	86	12	validation	validation	NOUN
ajst-18564	86	13	of	of	ADP
ajst-18564	86	14	transaction	transaction	NOUN
ajst-18564	86	15	records	record	NOUN
ajst-18564	86	16	analyze	analyze	VERB
ajst-18564	86	17	transaction	transaction	NOUN
ajst-18564	86	18	data	datum	NOUN
ajst-18564	86	19	using	use	VERB
ajst-18564	86	20	ai	ai	VERB
ajst-18564	86	21	technology	technology	NOUN
ajst-18564	86	22	transaction	transaction	NOUN
ajst-18564	86	23	frequency	frequency	NOUN
ajst-18564	86	24	,	,	PUNCT
ajst-18564	86	25	amount	amount	NOUN
ajst-18564	86	26	,	,	PUNCT
ajst-18564	86	27	user	user	NOUN
ajst-18564	86	28	behavior	behavior	NOUN
ajst-18564	86	29	data	data	VERB
ajst-18564	86	30	2	2	NUM
ajst-18564	86	31	.	.	PUNCT
ajst-18564	86	32	security	security	NOUN
ajst-18564	86	33	threat	threat	NOUN
ajst-18564	86	34	detection	detection	NOUN
ajst-18564	86	35	ai	ai	VERB
ajst-18564	86	36	performs	perform	NOUN
ajst-18564	86	37	anomaly	anomaly	NOUN
ajst-18564	86	38	detection	detection	NOUN
ajst-18564	86	39	based	base	VERB
ajst-18564	86	40	on	on	ADP
ajst-18564	86	41	dlt	dlt	PROPN
ajst-18564	86	42	transaction	transaction	NOUN
ajst-18564	86	43	data	data	NOUN
ajst-18564	86	44	number	number	NOUN
ajst-18564	86	45	and	and	CCONJ
ajst-18564	86	46	frequency	frequency	NOUN
ajst-18564	86	47	of	of	ADP
ajst-18564	86	48	abnormal	abnormal	ADJ
ajst-18564	86	49	transactions	transaction	NOUN
ajst-18564	86	50	ai	ai	VERB
ajst-18564	86	51	conducts	conduct	NOUN
ajst-18564	86	52	threat	threat	NOUN
ajst-18564	86	53	analysis	analysis	NOUN
ajst-18564	86	54	to	to	PART
ajst-18564	86	55	identify	identify	VERB
ajst-18564	86	56	potential	potential	ADJ
ajst-18564	86	57	security	security	NOUN
ajst-18564	86	58	threats	threat	NOUN
ajst-18564	86	59	types	type	NOUN
ajst-18564	86	60	and	and	CCONJ
ajst-18564	86	61	quantity	quantity	NOUN
ajst-18564	86	62	of	of	ADP
ajst-18564	86	63	detected	detect	VERB
ajst-18564	86	64	threats	threat	NOUN
ajst-18564	86	65	3	3	NUM
ajst-18564	86	66	.	.	X
ajst-18564	87	1	privacy	privacy	NOUN
ajst-18564	87	2	protection	protection	NOUN
ajst-18564	87	3	implement	implement	VERB
ajst-18564	87	4	decentralized	decentralize	VERB
ajst-18564	87	5	identity	identity	NOUN
ajst-18564	87	6	verification	verification	NOUN
ajst-18564	87	7	and	and	CCONJ
ajst-18564	87	8	encrypted	encrypt	VERB
ajst-18564	87	9	communication	communication	NOUN
ajst-18564	87	10	using	use	VERB
ajst-18564	87	11	dlt	dlt	PROPN
ajst-18564	87	12	technology	technology	NOUN
ajst-18564	87	13	anonymity	anonymity	NOUN
ajst-18564	87	14	and	and	CCONJ
ajst-18564	87	15	encryption	encryption	NOUN
ajst-18564	87	16	level	level	NOUN
ajst-18564	87	17	of	of	ADP
ajst-18564	87	18	user	user	NOUN
ajst-18564	87	19	identities	identity	NOUN
ajst-18564	87	20	ai	ai	VERB
ajst-18564	87	21	employs	employ	VERB
ajst-18564	87	22	encryption	encryption	NOUN
ajst-18564	87	23	and	and	CCONJ
ajst-18564	87	24	data	datum	NOUN
ajst-18564	87	25	anonymization	anonymization	NOUN
ajst-18564	87	26	techniques	technique	NOUN
ajst-18564	87	27	to	to	PART
ajst-18564	87	28	protect	protect	VERB
ajst-18564	87	29	user	user	NOUN
ajst-18564	87	30	privacy	privacy	PROPN
ajst-18564	87	31	data	datum	NOUN
ajst-18564	87	32	encryption	encryption	NOUN
ajst-18564	87	33	rate	rate	NOUN
ajst-18564	87	34	and	and	CCONJ
ajst-18564	87	35	anonymization	anonymization	NOUN
ajst-18564	87	36	effectiveness	effectiveness	NOUN
ajst-18564	87	37	4	4	NUM
ajst-18564	87	38	.	.	PUNCT
ajst-18564	87	39	smart	smart	ADJ
ajst-18564	87	40	contract	contract	NOUN
ajst-18564	87	41	optimization	optimization	NOUN
ajst-18564	87	42	ai	ai	VERB
ajst-18564	87	43	identifies	identify	VERB
ajst-18564	87	44	potential	potential	ADJ
ajst-18564	87	45	vulnerabilities	vulnerability	NOUN
ajst-18564	87	46	in	in	ADP
ajst-18564	87	47	smart	smart	ADJ
ajst-18564	87	48	contracts	contract	NOUN
ajst-18564	87	49	through	through	ADP
ajst-18564	87	50	automated	automate	VERB
ajst-18564	87	51	testing	testing	NOUN
ajst-18564	87	52	number	number	NOUN
ajst-18564	87	53	of	of	ADP
ajst-18564	87	54	detected	detect	VERB
ajst-18564	87	55	vulnerabilities	vulnerability	NOUN
ajst-18564	87	56	and	and	CCONJ
ajst-18564	87	57	repair	repair	NOUN
ajst-18564	87	58	speed	speed	NOUN
ajst-18564	87	59	ai	ai	AUX
ajst-18564	87	60	predicts	predict	NOUN
ajst-18564	87	61	the	the	DET
ajst-18564	87	62	execution	execution	NOUN
ajst-18564	87	63	results	result	NOUN
ajst-18564	87	64	of	of	ADP
ajst-18564	87	65	smart	smart	ADJ
ajst-18564	87	66	contracts	contract	NOUN
ajst-18564	87	67	to	to	PART
ajst-18564	87	68	reduce	reduce	VERB
ajst-18564	87	69	uncertainty	uncertainty	NOUN
ajst-18564	87	70	accuracy	accuracy	NOUN
ajst-18564	87	71	of	of	ADP
ajst-18564	87	72	predictions	prediction	NOUN
ajst-18564	87	73	and	and	CCONJ
ajst-18564	87	74	reliability	reliability	NOUN
ajst-18564	87	75	of	of	ADP
ajst-18564	87	76	execution	execution	NOUN
ajst-18564	87	77	results	result	VERB
ajst-18564	87	78	159	159	NUM
ajst-18564	87	79	through	through	ADP
ajst-18564	87	80	the	the	DET
ajst-18564	87	81	above	above	ADJ
ajst-18564	87	82	table	table	NOUN
ajst-18564	87	83	,	,	PUNCT
ajst-18564	87	84	it	it	PRON
ajst-18564	87	85	shows	show	VERB
ajst-18564	87	86	how	how	SCONJ
ajst-18564	87	87	to	to	PART
ajst-18564	87	88	use	use	VERB
ajst-18564	87	89	dlt	dlt	PROPN
ajst-18564	87	90	and	and	CCONJ
ajst-18564	87	91	ai	ai	VERB
ajst-18564	87	92	technology	technology	NOUN
ajst-18564	87	93	to	to	PART
ajst-18564	87	94	merge	merge	VERB
ajst-18564	87	95	in	in	ADP
ajst-18564	87	96	digital	digital	ADJ
ajst-18564	87	97	asset	asset	NOUN
ajst-18564	87	98	trading	trading	NOUN
ajst-18564	87	99	,	,	PUNCT
ajst-18564	87	100	and	and	CCONJ
ajst-18564	87	101	quantifies	quantify	VERB
ajst-18564	87	102	the	the	DET
ajst-18564	87	103	actual	actual	ADJ
ajst-18564	87	104	effect	effect	NOUN
ajst-18564	87	105	of	of	ADP
ajst-18564	87	106	each	each	DET
ajst-18564	87	107	step	step	NOUN
ajst-18564	87	108	and	and	CCONJ
ajst-18564	87	109	how	how	SCONJ
ajst-18564	87	110	to	to	PART
ajst-18564	87	111	achieve	achieve	VERB
ajst-18564	87	112	it	it	PRON
ajst-18564	87	113	through	through	ADP
ajst-18564	87	114	data	datum	NOUN
ajst-18564	87	115	and	and	CCONJ
ajst-18564	87	116	indicators	indicator	NOUN
ajst-18564	87	117	.	.	PUNCT
ajst-18564	88	1	3.1	3.1	NUM
ajst-18564	88	2	.	.	PUNCT
ajst-18564	88	3	security	security	NOUN
ajst-18564	88	4	enhancement	enhancement	NOUN
ajst-18564	88	5	:	:	PUNCT
ajst-18564	88	6	multi	multi	ADJ
ajst-18564	88	7	-	-	ADJ
ajst-18564	88	8	level	level	ADJ
ajst-18564	88	9	security	security	NOUN
ajst-18564	88	10	guarantee	guarantee	VERB
ajst-18564	88	11	the	the	DET
ajst-18564	88	12	integration	integration	NOUN
ajst-18564	88	13	of	of	ADP
ajst-18564	88	14	distributed	distribute	VERB
ajst-18564	88	15	ledger	ledger	NOUN
ajst-18564	88	16	technology	technology	NOUN
ajst-18564	88	17	(	(	PUNCT
ajst-18564	88	18	dlt	dlt	PROPN
ajst-18564	88	19	)	)	PUNCT
ajst-18564	88	20	and	and	CCONJ
ajst-18564	88	21	artificial	artificial	ADJ
ajst-18564	88	22	intelligence	intelligence	NOUN
ajst-18564	88	23	(	(	PUNCT
ajst-18564	88	24	ai	ai	AUX
ajst-18564	88	25	)	)	PUNCT
ajst-18564	88	26	offers	offer	VERB
ajst-18564	88	27	enhanced	enhanced	ADJ
ajst-18564	88	28	security	security	NOUN
ajst-18564	88	29	measures	measure	NOUN
ajst-18564	88	30	tailored	tailor	VERB
ajst-18564	88	31	specifically	specifically	ADV
ajst-18564	88	32	for	for	ADP
ajst-18564	88	33	digital	digital	ADJ
ajst-18564	88	34	asset	asset	NOUN
ajst-18564	88	35	transactions	transaction	NOUN
ajst-18564	88	36	.	.	PUNCT
ajst-18564	89	1	firstly	firstly	ADV
ajst-18564	89	2	,	,	PUNCT
ajst-18564	89	3	dlt	dlt	PROPN
ajst-18564	89	4	ensures	ensure	VERB
ajst-18564	89	5	the	the	DET
ajst-18564	89	6	security	security	NOUN
ajst-18564	89	7	and	and	CCONJ
ajst-18564	89	8	integrity	integrity	NOUN
ajst-18564	89	9	of	of	ADP
ajst-18564	89	10	transaction	transaction	NOUN
ajst-18564	89	11	data	datum	NOUN
ajst-18564	89	12	by	by	ADP
ajst-18564	89	13	utilizing	utilize	VERB
ajst-18564	89	14	decentralized	decentralized	ADJ
ajst-18564	89	15	consensus	consensus	NOUN
ajst-18564	89	16	mechanisms	mechanism	NOUN
ajst-18564	89	17	and	and	CCONJ
ajst-18564	89	18	cryptographic	cryptographic	ADJ
ajst-18564	89	19	techniques	technique	NOUN
ajst-18564	89	20	.	.	PUNCT
ajst-18564	90	1	through	through	ADP
ajst-18564	90	2	the	the	DET
ajst-18564	90	3	use	use	NOUN
ajst-18564	90	4	of	of	ADP
ajst-18564	90	5	blockchain	blockchain	PROPN
ajst-18564	90	6	technology	technology	PROPN
ajst-18564	90	7	,	,	PUNCT
ajst-18564	90	8	transaction	transaction	NOUN
ajst-18564	90	9	records	record	NOUN
ajst-18564	90	10	are	be	AUX
ajst-18564	90	11	stored	store	VERB
ajst-18564	90	12	across	across	ADP
ajst-18564	90	13	a	a	DET
ajst-18564	90	14	distributed	distribute	VERB
ajst-18564	90	15	network	network	NOUN
ajst-18564	90	16	of	of	ADP
ajst-18564	90	17	nodes	node	NOUN
ajst-18564	90	18	,	,	PUNCT
ajst-18564	90	19	making	make	VERB
ajst-18564	90	20	it	it	PRON
ajst-18564	90	21	virtually	virtually	ADV
ajst-18564	90	22	impossible	impossible	ADJ
ajst-18564	90	23	for	for	ADP
ajst-18564	90	24	a	a	DET
ajst-18564	90	25	single	single	ADJ
ajst-18564	90	26	point	point	NOUN
ajst-18564	90	27	of	of	ADP
ajst-18564	90	28	failure	failure	NOUN
ajst-18564	90	29	or	or	CCONJ
ajst-18564	90	30	data	datum	NOUN
ajst-18564	90	31	tampering	tampering	NOUN
ajst-18564	90	32	.	.	PUNCT
ajst-18564	91	1	additionally	additionally	ADV
ajst-18564	91	2	,	,	PUNCT
ajst-18564	91	3	dlt	dlt	PROPN
ajst-18564	91	4	facilitates	facilitate	VERB
ajst-18564	91	5	secure	secure	ADJ
ajst-18564	91	6	and	and	CCONJ
ajst-18564	91	7	transparent	transparent	ADJ
ajst-18564	91	8	identity	identity	NOUN
ajst-18564	91	9	verification	verification	NOUN
ajst-18564	91	10	processes	process	NOUN
ajst-18564	91	11	,	,	PUNCT
ajst-18564	91	12	allowing	allow	VERB
ajst-18564	91	13	users	user	NOUN
ajst-18564	91	14	to	to	PART
ajst-18564	91	15	maintain	maintain	VERB
ajst-18564	91	16	control	control	NOUN
ajst-18564	91	17	over	over	ADP
ajst-18564	91	18	their	their	PRON
ajst-18564	91	19	personal	personal	ADJ
ajst-18564	91	20	information	information	NOUN
ajst-18564	91	21	while	while	SCONJ
ajst-18564	91	22	ensuring	ensure	VERB
ajst-18564	91	23	compliance	compliance	NOUN
ajst-18564	91	24	with	with	ADP
ajst-18564	91	25	regulatory	regulatory	ADJ
ajst-18564	91	26	requirements	requirement	NOUN
ajst-18564	91	27	.	.	PUNCT
ajst-18564	92	1	furthermore	furthermore	ADV
ajst-18564	92	2	,	,	PUNCT
ajst-18564	92	3	ai	ai	VERB
ajst-18564	92	4	enhances	enhance	NOUN
ajst-18564	92	5	security	security	NOUN
ajst-18564	92	6	by	by	ADP
ajst-18564	92	7	providing	provide	VERB
ajst-18564	92	8	multilayered	multilayered	ADJ
ajst-18564	92	9	threat	threat	NOUN
ajst-18564	92	10	detection	detection	NOUN
ajst-18564	92	11	and	and	CCONJ
ajst-18564	92	12	prevention	prevention	NOUN
ajst-18564	92	13	capabilities	capability	NOUN
ajst-18564	92	14	.	.	PUNCT
ajst-18564	93	1	ai	ai	VERB
ajst-18564	93	2	algorithms	algorithm	NOUN
ajst-18564	93	3	can	can	AUX
ajst-18564	93	4	analyze	analyze	VERB
ajst-18564	93	5	transaction	transaction	NOUN
ajst-18564	93	6	patterns	pattern	NOUN
ajst-18564	93	7	and	and	CCONJ
ajst-18564	93	8	user	user	NOUN
ajst-18564	93	9	behaviors	behavior	NOUN
ajst-18564	93	10	in	in	ADP
ajst-18564	93	11	real	real	ADJ
ajst-18564	93	12	-	-	PUNCT
ajst-18564	93	13	time	time	NOUN
ajst-18564	93	14	to	to	PART
ajst-18564	93	15	identify	identify	VERB
ajst-18564	93	16	and	and	CCONJ
ajst-18564	93	17	flag	flag	VERB
ajst-18564	93	18	suspicious	suspicious	ADJ
ajst-18564	93	19	activities	activity	NOUN
ajst-18564	93	20	,	,	PUNCT
ajst-18564	93	21	such	such	ADJ
ajst-18564	93	22	as	as	ADP
ajst-18564	93	23	unauthorized	unauthorized	ADJ
ajst-18564	93	24	access	access	NOUN
ajst-18564	93	25	attempts	attempt	NOUN
ajst-18564	93	26	or	or	CCONJ
ajst-18564	93	27	fraudulent	fraudulent	ADJ
ajst-18564	93	28	transactions	transaction	NOUN
ajst-18564	93	29	.	.	PUNCT
ajst-18564	94	1	by	by	ADP
ajst-18564	94	2	leveraging	leverage	VERB
ajst-18564	94	3	machine	machine	NOUN
ajst-18564	94	4	learning	learning	NOUN
ajst-18564	94	5	models	model	NOUN
ajst-18564	94	6	,	,	PUNCT
ajst-18564	94	7	ai	ai	AUX
ajst-18564	94	8	systems	system	NOUN
ajst-18564	94	9	can	can	AUX
ajst-18564	94	10	adapt	adapt	VERB
ajst-18564	94	11	and	and	CCONJ
ajst-18564	94	12	evolve	evolve	VERB
ajst-18564	94	13	to	to	PART
ajst-18564	94	14	detect	detect	VERB
ajst-18564	94	15	emerging	emerge	VERB
ajst-18564	94	16	security	security	NOUN
ajst-18564	94	17	threats	threat	NOUN
ajst-18564	94	18	and	and	CCONJ
ajst-18564	94	19	vulnerabilities	vulnerability	NOUN
ajst-18564	94	20	,	,	PUNCT
ajst-18564	94	21	ensuring	ensure	VERB
ajst-18564	94	22	proactive	proactive	ADJ
ajst-18564	94	23	defense	defense	NOUN
ajst-18564	94	24	against	against	ADP
ajst-18564	94	25	potential	potential	ADJ
ajst-18564	94	26	attacks	attack	NOUN
ajst-18564	94	27	.	.	PUNCT
ajst-18564	95	1	in	in	ADP
ajst-18564	95	2	combination	combination	NOUN
ajst-18564	95	3	,	,	PUNCT
ajst-18564	95	4	the	the	DET
ajst-18564	95	5	integration	integration	NOUN
ajst-18564	95	6	of	of	ADP
ajst-18564	95	7	dlt	dlt	PROPN
ajst-18564	95	8	and	and	CCONJ
ajst-18564	95	9	ai	ai	PROPN
ajst-18564	95	10	creates	create	VERB
ajst-18564	95	11	a	a	DET
ajst-18564	95	12	robust	robust	ADJ
ajst-18564	95	13	security	security	NOUN
ajst-18564	95	14	framework	framework	NOUN
ajst-18564	95	15	for	for	ADP
ajst-18564	95	16	digital	digital	ADJ
ajst-18564	95	17	asset	asset	NOUN
ajst-18564	95	18	transactions	transaction	NOUN
ajst-18564	95	19	,	,	PUNCT
ajst-18564	95	20	offering	offer	VERB
ajst-18564	95	21	multi	multi	ADJ
ajst-18564	95	22	-	-	ADJ
ajst-18564	95	23	layered	layered	ADJ
ajst-18564	95	24	protection	protection	NOUN
ajst-18564	95	25	against	against	ADP
ajst-18564	95	26	various	various	ADJ
ajst-18564	95	27	security	security	NOUN
ajst-18564	95	28	risks	risk	NOUN
ajst-18564	95	29	,	,	PUNCT
ajst-18564	95	30	including	include	VERB
ajst-18564	95	31	hacking	hack	VERB
ajst-18564	95	32	attempts	attempt	NOUN
ajst-18564	95	33	,	,	PUNCT
ajst-18564	95	34	data	datum	NOUN
ajst-18564	95	35	breaches	breach	NOUN
ajst-18564	95	36	,	,	PUNCT
ajst-18564	95	37	and	and	CCONJ
ajst-18564	95	38	fraudulent	fraudulent	ADJ
ajst-18564	95	39	activities	activity	NOUN
ajst-18564	95	40	.	.	PUNCT
ajst-18564	96	1	this	this	DET
ajst-18564	96	2	comprehensive	comprehensive	ADJ
ajst-18564	96	3	approach	approach	NOUN
ajst-18564	96	4	to	to	ADP
ajst-18564	96	5	security	security	NOUN
ajst-18564	96	6	not	not	PART
ajst-18564	96	7	only	only	ADV
ajst-18564	96	8	safeguards	safeguard	VERB
ajst-18564	96	9	the	the	DET
ajst-18564	96	10	integrity	integrity	NOUN
ajst-18564	96	11	of	of	ADP
ajst-18564	96	12	transactions	transaction	NOUN
ajst-18564	96	13	but	but	CCONJ
ajst-18564	96	14	also	also	ADV
ajst-18564	96	15	enhances	enhance	VERB
ajst-18564	96	16	user	user	NOUN
ajst-18564	96	17	trust	trust	NOUN
ajst-18564	96	18	and	and	CCONJ
ajst-18564	96	19	confidence	confidence	NOUN
ajst-18564	96	20	in	in	ADP
ajst-18564	96	21	digital	digital	ADJ
ajst-18564	96	22	asset	asset	NOUN
ajst-18564	96	23	trading	trading	NOUN
ajst-18564	96	24	platforms	platform	NOUN
ajst-18564	96	25	.	.	PUNCT
ajst-18564	97	1	3.2	3.2	NUM
ajst-18564	97	2	.	.	PUNCT
ajst-18564	98	1	enhanced	enhance	VERB
ajst-18564	98	2	privacy	privacy	NOUN
ajst-18564	98	3	protection	protection	NOUN
ajst-18564	98	4	:	:	PUNCT
ajst-18564	98	5	encrypt	encrypt	VERB
ajst-18564	98	6	the	the	DET
ajst-18564	98	7	transmission	transmission	NOUN
ajst-18564	98	8	and	and	CCONJ
ajst-18564	98	9	storage	storage	NOUN
ajst-18564	98	10	of	of	ADP
ajst-18564	98	11	private	private	ADJ
ajst-18564	98	12	data	datum	NOUN
ajst-18564	98	13	the	the	DET
ajst-18564	98	14	fusion	fusion	NOUN
ajst-18564	98	15	of	of	ADP
ajst-18564	98	16	distributed	distribute	VERB
ajst-18564	98	17	ledger	ledger	NOUN
ajst-18564	98	18	technology	technology	NOUN
ajst-18564	98	19	(	(	PUNCT
ajst-18564	98	20	dlt	dlt	PROPN
ajst-18564	98	21	)	)	PUNCT
ajst-18564	98	22	and	and	CCONJ
ajst-18564	98	23	artificial	artificial	ADJ
ajst-18564	98	24	intelligence	intelligence	NOUN
ajst-18564	98	25	(	(	PUNCT
ajst-18564	98	26	ai	ai	AUX
ajst-18564	98	27	)	)	PUNCT
ajst-18564	98	28	brings	bring	VERB
ajst-18564	98	29	about	about	ADP
ajst-18564	98	30	reinforced	reinforce	VERB
ajst-18564	98	31	privacy	privacy	NOUN
ajst-18564	98	32	protection	protection	NOUN
ajst-18564	98	33	measures	measure	NOUN
ajst-18564	98	34	,	,	PUNCT
ajst-18564	98	35	particularly	particularly	ADV
ajst-18564	98	36	through	through	ADP
ajst-18564	98	37	enhanced	enhanced	ADJ
ajst-18564	98	38	encryption	encryption	NOUN
ajst-18564	98	39	of	of	ADP
ajst-18564	98	40	private	private	ADJ
ajst-18564	98	41	data	datum	NOUN
ajst-18564	98	42	in	in	ADP
ajst-18564	98	43	transit	transit	NOUN
ajst-18564	98	44	and	and	CCONJ
ajst-18564	98	45	at	at	ADP
ajst-18564	98	46	rest	rest	NOUN
ajst-18564	98	47	.	.	PUNCT
ajst-18564	99	1	in	in	ADP
ajst-18564	99	2	digital	digital	ADJ
ajst-18564	99	3	asset	asset	NOUN
ajst-18564	99	4	applications	application	NOUN
ajst-18564	99	5	,	,	PUNCT
ajst-18564	99	6	this	this	DET
ajst-18564	99	7	amalgamation	amalgamation	NOUN
ajst-18564	99	8	ensures	ensure	VERB
ajst-18564	99	9	a	a	DET
ajst-18564	99	10	higher	high	ADJ
ajst-18564	99	11	level	level	NOUN
ajst-18564	99	12	of	of	ADP
ajst-18564	99	13	confidentiality	confidentiality	NOUN
ajst-18564	99	14	and	and	CCONJ
ajst-18564	99	15	security	security	NOUN
ajst-18564	99	16	for	for	ADP
ajst-18564	99	17	users	user	NOUN
ajst-18564	99	18	'	'	PART
ajst-18564	99	19	sensitive	sensitive	ADJ
ajst-18564	99	20	information.dlt	information.dlt	X
ajst-18564	99	21	technology	technology	NOUN
ajst-18564	99	22	,	,	PUNCT
ajst-18564	99	23	such	such	ADJ
ajst-18564	99	24	as	as	ADP
ajst-18564	99	25	blockchain	blockchain	PROPN
ajst-18564	99	26	,	,	PUNCT
ajst-18564	99	27	employs	employ	VERB
ajst-18564	99	28	advanced	advanced	ADJ
ajst-18564	99	29	cryptographic	cryptographic	ADJ
ajst-18564	99	30	techniques	technique	NOUN
ajst-18564	99	31	to	to	PART
ajst-18564	99	32	encrypt	encrypt	VERB
ajst-18564	99	33	and	and	CCONJ
ajst-18564	99	34	secure	secure	VERB
ajst-18564	99	35	transactional	transactional	ADJ
ajst-18564	99	36	data	datum	NOUN
ajst-18564	99	37	.	.	PUNCT
ajst-18564	100	1	for	for	ADP
ajst-18564	100	2	instance	instance	NOUN
ajst-18564	100	3	,	,	PUNCT
ajst-18564	100	4	in	in	ADP
ajst-18564	100	5	cryptocurrency	cryptocurrency	NOUN
ajst-18564	100	6	transactions	transaction	NOUN
ajst-18564	100	7	,	,	PUNCT
ajst-18564	100	8	blockchain	blockchain	PROPN
ajst-18564	100	9	ensures	ensure	VERB
ajst-18564	100	10	that	that	SCONJ
ajst-18564	100	11	sensitive	sensitive	ADJ
ajst-18564	100	12	information	information	NOUN
ajst-18564	100	13	,	,	PUNCT
ajst-18564	100	14	such	such	ADJ
ajst-18564	100	15	as	as	ADP
ajst-18564	100	16	wallet	wallet	NOUN
ajst-18564	100	17	addresses	address	NOUN
ajst-18564	100	18	and	and	CCONJ
ajst-18564	100	19	transaction	transaction	NOUN
ajst-18564	100	20	amounts	amount	NOUN
ajst-18564	100	21	,	,	PUNCT
ajst-18564	100	22	is	be	AUX
ajst-18564	100	23	encrypted	encrypt	VERB
ajst-18564	100	24	and	and	CCONJ
ajst-18564	100	25	securely	securely	ADV
ajst-18564	100	26	transmitted	transmit	VERB
ajst-18564	100	27	across	across	ADP
ajst-18564	100	28	the	the	DET
ajst-18564	100	29	network	network	NOUN
ajst-18564	100	30	.	.	PUNCT
ajst-18564	101	1	this	this	DET
ajst-18564	101	2	decentralized	decentralize	VERB
ajst-18564	101	3	approach	approach	NOUN
ajst-18564	101	4	to	to	ADP
ajst-18564	101	5	data	datum	NOUN
ajst-18564	101	6	storage	storage	NOUN
ajst-18564	101	7	and	and	CCONJ
ajst-18564	101	8	transmission	transmission	NOUN
ajst-18564	101	9	eliminates	eliminate	VERB
ajst-18564	101	10	the	the	DET
ajst-18564	101	11	need	need	NOUN
ajst-18564	101	12	for	for	ADP
ajst-18564	101	13	a	a	DET
ajst-18564	101	14	trusted	trust	VERB
ajst-18564	101	15	intermediary	intermediary	NOUN
ajst-18564	101	16	,	,	PUNCT
ajst-18564	101	17	reducing	reduce	VERB
ajst-18564	101	18	the	the	DET
ajst-18564	101	19	risk	risk	NOUN
ajst-18564	101	20	of	of	ADP
ajst-18564	101	21	data	datum	NOUN
ajst-18564	101	22	breaches	breach	NOUN
ajst-18564	101	23	and	and	CCONJ
ajst-18564	101	24	unauthorized	unauthorized	ADJ
ajst-18564	101	25	access	access	NOUN
ajst-18564	101	26	.	.	PUNCT
ajst-18564	102	1	furthermore	furthermore	ADV
ajst-18564	102	2	,	,	PUNCT
ajst-18564	102	3	ai	ai	VERB
ajst-18564	102	4	complements	complement	NOUN
ajst-18564	102	5	dlt	dlt	PROPN
ajst-18564	102	6	by	by	ADP
ajst-18564	102	7	bolstering	bolster	VERB
ajst-18564	102	8	privacy	privacy	NOUN
ajst-18564	102	9	protection	protection	NOUN
ajst-18564	102	10	through	through	ADP
ajst-18564	102	11	sophisticated	sophisticated	ADJ
ajst-18564	102	12	encryption	encryption	NOUN
ajst-18564	102	13	algorithms	algorithm	NOUN
ajst-18564	102	14	and	and	CCONJ
ajst-18564	102	15	data	datum	NOUN
ajst-18564	102	16	anonymization	anonymization	NOUN
ajst-18564	102	17	techniques	technique	NOUN
ajst-18564	102	18	.	.	PUNCT
ajst-18564	103	1	ai	ai	AUX
ajst-18564	103	2	-	-	PUNCT
ajst-18564	103	3	powered	power	VERB
ajst-18564	103	4	systems	system	NOUN
ajst-18564	103	5	can	can	AUX
ajst-18564	103	6	analyze	analyze	VERB
ajst-18564	103	7	user	user	NOUN
ajst-18564	103	8	behavior	behavior	NOUN
ajst-18564	103	9	patterns	pattern	NOUN
ajst-18564	103	10	and	and	CCONJ
ajst-18564	103	11	transactional	transactional	ADJ
ajst-18564	103	12	data	datum	NOUN
ajst-18564	103	13	to	to	PART
ajst-18564	103	14	identify	identify	VERB
ajst-18564	103	15	potential	potential	ADJ
ajst-18564	103	16	privacy	privacy	NOUN
ajst-18564	103	17	vulnerabilities	vulnerability	NOUN
ajst-18564	103	18	and	and	CCONJ
ajst-18564	103	19	mitigate	mitigate	VERB
ajst-18564	103	20	risks	risk	NOUN
ajst-18564	103	21	proactively	proactively	ADV
ajst-18564	103	22	.	.	PUNCT
ajst-18564	104	1	for	for	ADP
ajst-18564	104	2	example	example	NOUN
ajst-18564	104	3	,	,	PUNCT
ajst-18564	104	4	ai	ai	ADJ
ajst-18564	104	5	-	-	PUNCT
ajst-18564	104	6	driven	drive	VERB
ajst-18564	104	7	privacy	privacy	NOUN
ajst-18564	104	8	protection	protection	NOUN
ajst-18564	104	9	mechanisms	mechanism	NOUN
ajst-18564	104	10	can	can	AUX
ajst-18564	104	11	anonymize	anonymize	VERB
ajst-18564	104	12	user	user	NOUN
ajst-18564	104	13	identities	identity	NOUN
ajst-18564	104	14	and	and	CCONJ
ajst-18564	104	15	encrypt	encrypt	VERB
ajst-18564	104	16	sensitive	sensitive	ADJ
ajst-18564	104	17	financial	financial	ADJ
ajst-18564	104	18	information	information	NOUN
ajst-18564	104	19	,	,	PUNCT
ajst-18564	104	20	safeguarding	safeguard	VERB
ajst-18564	104	21	users	user	NOUN
ajst-18564	104	22	'	'	PART
ajst-18564	104	23	privacy	privacy	NOUN
ajst-18564	104	24	rights	right	NOUN
ajst-18564	104	25	and	and	CCONJ
ajst-18564	104	26	preventing	prevent	VERB
ajst-18564	104	27	unauthorized	unauthorized	ADJ
ajst-18564	104	28	access	access	NOUN
ajst-18564	104	29	to	to	ADP
ajst-18564	104	30	their	their	PRON
ajst-18564	104	31	personal	personal	ADJ
ajst-18564	104	32	data	datum	NOUN
ajst-18564	104	33	.	.	PUNCT
ajst-18564	105	1	by	by	ADP
ajst-18564	105	2	combining	combine	VERB
ajst-18564	105	3	dlt	dlt	PROPN
ajst-18564	105	4	and	and	CCONJ
ajst-18564	105	5	ai	ai	VERB
ajst-18564	105	6	,	,	PUNCT
ajst-18564	105	7	digital	digital	ADJ
ajst-18564	105	8	asset	asset	NOUN
ajst-18564	105	9	applications	application	NOUN
ajst-18564	105	10	can	can	AUX
ajst-18564	105	11	ensure	ensure	VERB
ajst-18564	105	12	robust	robust	ADJ
ajst-18564	105	13	privacy	privacy	NOUN
ajst-18564	105	14	protection	protection	NOUN
ajst-18564	105	15	measures	measure	NOUN
ajst-18564	105	16	,	,	PUNCT
ajst-18564	105	17	enhancing	enhance	VERB
ajst-18564	105	18	user	user	NOUN
ajst-18564	105	19	trust	trust	NOUN
ajst-18564	105	20	and	and	CCONJ
ajst-18564	105	21	confidence	confidence	NOUN
ajst-18564	105	22	in	in	ADP
ajst-18564	105	23	the	the	DET
ajst-18564	105	24	security	security	NOUN
ajst-18564	105	25	of	of	ADP
ajst-18564	105	26	their	their	PRON
ajst-18564	105	27	transactions	transaction	NOUN
ajst-18564	105	28	.	.	PUNCT
ajst-18564	106	1	whether	whether	SCONJ
ajst-18564	106	2	it	it	PRON
ajst-18564	106	3	's	be	AUX
ajst-18564	106	4	securing	secure	VERB
ajst-18564	106	5	cryptocurrency	cryptocurrency	NOUN
ajst-18564	106	6	transactions	transaction	NOUN
ajst-18564	106	7	or	or	CCONJ
ajst-18564	106	8	protecting	protect	VERB
ajst-18564	106	9	sensitive	sensitive	ADJ
ajst-18564	106	10	financial	financial	ADJ
ajst-18564	106	11	data	datum	NOUN
ajst-18564	106	12	,	,	PUNCT
ajst-18564	106	13	the	the	DET
ajst-18564	106	14	integration	integration	NOUN
ajst-18564	106	15	of	of	ADP
ajst-18564	106	16	dlt	dlt	PROPN
ajst-18564	106	17	and	and	CCONJ
ajst-18564	106	18	ai	ai	VERB
ajst-18564	106	19	provides	provide	VERB
ajst-18564	106	20	a	a	DET
ajst-18564	106	21	comprehensive	comprehensive	ADJ
ajst-18564	106	22	solution	solution	NOUN
ajst-18564	106	23	for	for	ADP
ajst-18564	106	24	strengthening	strengthen	VERB
ajst-18564	106	25	privacy	privacy	NOUN
ajst-18564	106	26	protection	protection	NOUN
ajst-18564	106	27	in	in	ADP
ajst-18564	106	28	digital	digital	ADJ
ajst-18564	106	29	asset	asset	NOUN
ajst-18564	106	30	ecosystems	ecosystem	NOUN
ajst-18564	106	31	.	.	PUNCT
ajst-18564	107	1	3.3	3.3	NUM
ajst-18564	107	2	.	.	PUNCT
ajst-18564	108	1	increased	increase	VERB
ajst-18564	108	2	reliability	reliability	NOUN
ajst-18564	108	3	of	of	ADP
ajst-18564	108	4	smart	smart	ADJ
ajst-18564	108	5	contracts	contract	NOUN
ajst-18564	108	6	:	:	PUNCT
ajst-18564	108	7	automated	automate	VERB
ajst-18564	108	8	detection	detection	NOUN
ajst-18564	108	9	and	and	CCONJ
ajst-18564	108	10	repair	repair	NOUN
ajst-18564	108	11	of	of	ADP
ajst-18564	108	12	vulnerabilities	vulnerability	NOUN
ajst-18564	108	13	by	by	ADP
ajst-18564	108	14	merging	merge	VERB
ajst-18564	108	15	distributed	distribute	VERB
ajst-18564	108	16	ledger	ledger	NOUN
ajst-18564	108	17	technology	technology	NOUN
ajst-18564	108	18	(	(	PUNCT
ajst-18564	108	19	dlt	dlt	PROPN
ajst-18564	108	20	)	)	PUNCT
ajst-18564	108	21	and	and	CCONJ
ajst-18564	108	22	artificial	artificial	ADJ
ajst-18564	108	23	intelligence	intelligence	NOUN
ajst-18564	108	24	(	(	PUNCT
ajst-18564	108	25	ai	ai	NOUN
ajst-18564	108	26	)	)	PUNCT
ajst-18564	108	27	,	,	PUNCT
ajst-18564	108	28	the	the	DET
ajst-18564	108	29	reliability	reliability	NOUN
ajst-18564	108	30	of	of	ADP
ajst-18564	108	31	smart	smart	ADJ
ajst-18564	108	32	contracts	contract	NOUN
ajst-18564	108	33	has	have	AUX
ajst-18564	108	34	been	be	AUX
ajst-18564	108	35	significantly	significantly	ADV
ajst-18564	108	36	improved	improve	VERB
ajst-18564	108	37	.	.	PUNCT
ajst-18564	109	1	first	first	ADV
ajst-18564	109	2	,	,	PUNCT
ajst-18564	109	3	ai	ai	VERB
ajst-18564	109	4	technology	technology	NOUN
ajst-18564	109	5	can	can	AUX
ajst-18564	109	6	be	be	AUX
ajst-18564	109	7	applied	apply	VERB
ajst-18564	109	8	to	to	PART
ajst-18564	109	9	automate	automate	VERB
ajst-18564	109	10	the	the	DET
ajst-18564	109	11	detection	detection	NOUN
ajst-18564	109	12	of	of	ADP
ajst-18564	109	13	potential	potential	ADJ
ajst-18564	109	14	vulnerabilities	vulnerability	NOUN
ajst-18564	109	15	in	in	ADP
ajst-18564	109	16	smart	smart	ADJ
ajst-18564	109	17	contracts	contract	NOUN
ajst-18564	109	18	,	,	PUNCT
ajst-18564	109	19	identify	identify	VERB
ajst-18564	109	20	possible	possible	ADJ
ajst-18564	109	21	security	security	NOUN
ajst-18564	109	22	hazards	hazard	NOUN
ajst-18564	109	23	by	by	ADP
ajst-18564	109	24	analyzing	analyze	VERB
ajst-18564	109	25	contract	contract	NOUN
ajst-18564	109	26	codes	code	NOUN
ajst-18564	109	27	and	and	CCONJ
ajst-18564	109	28	historical	historical	ADJ
ajst-18564	109	29	transaction	transaction	NOUN
ajst-18564	109	30	data	datum	NOUN
ajst-18564	109	31	,	,	PUNCT
ajst-18564	109	32	and	and	CCONJ
ajst-18564	109	33	take	take	VERB
ajst-18564	109	34	timely	timely	ADJ
ajst-18564	109	35	repair	repair	NOUN
ajst-18564	109	36	measures	measure	NOUN
ajst-18564	109	37	to	to	PART
ajst-18564	109	38	prevent	prevent	VERB
ajst-18564	109	39	potential	potential	ADJ
ajst-18564	109	40	asset	asset	NOUN
ajst-18564	109	41	losses	loss	NOUN
ajst-18564	109	42	and	and	CCONJ
ajst-18564	109	43	trading	trading	NOUN
ajst-18564	109	44	risks	risk	NOUN
ajst-18564	109	45	.	.	PUNCT
ajst-18564	110	1	for	for	ADP
ajst-18564	110	2	example	example	NOUN
ajst-18564	110	3	,	,	PUNCT
ajst-18564	110	4	ai	ai	NOUN
ajst-18564	110	5	-	-	PUNCT
ajst-18564	110	6	based	base	VERB
ajst-18564	110	7	smart	smart	ADJ
ajst-18564	110	8	contract	contract	NOUN
ajst-18564	110	9	audit	audit	NOUN
ajst-18564	110	10	tools	tool	NOUN
ajst-18564	110	11	can	can	AUX
ajst-18564	110	12	conduct	conduct	VERB
ajst-18564	110	13	a	a	DET
ajst-18564	110	14	comprehensive	comprehensive	ADJ
ajst-18564	110	15	inspection	inspection	NOUN
ajst-18564	110	16	of	of	ADP
ajst-18564	110	17	contract	contract	NOUN
ajst-18564	110	18	code	code	NOUN
ajst-18564	110	19	and	and	CCONJ
ajst-18564	110	20	generate	generate	VERB
ajst-18564	110	21	detailed	detailed	ADJ
ajst-18564	110	22	vulnerability	vulnerability	NOUN
ajst-18564	110	23	reports	report	NOUN
ajst-18564	110	24	to	to	PART
ajst-18564	110	25	help	help	VERB
ajst-18564	110	26	developers	developer	NOUN
ajst-18564	110	27	identify	identify	VERB
ajst-18564	110	28	and	and	CCONJ
ajst-18564	110	29	resolve	resolve	VERB
ajst-18564	110	30	potential	potential	ADJ
ajst-18564	110	31	security	security	NOUN
ajst-18564	110	32	issues	issue	NOUN
ajst-18564	110	33	in	in	ADP
ajst-18564	110	34	a	a	DET
ajst-18564	110	35	timely	timely	ADJ
ajst-18564	110	36	manner	manner	NOUN
ajst-18564	110	37	.	.	PUNCT
ajst-18564	111	1	secondly	secondly	ADV
ajst-18564	111	2	,	,	PUNCT
ajst-18564	111	3	ai	ai	AUX
ajst-18564	111	4	can	can	AUX
ajst-18564	111	5	also	also	ADV
ajst-18564	111	6	use	use	VERB
ajst-18564	111	7	machine	machine	NOUN
ajst-18564	111	8	learning	learn	VERB
ajst-18564	111	9	algorithms	algorithm	NOUN
ajst-18564	111	10	to	to	PART
ajst-18564	111	11	predict	predict	VERB
ajst-18564	111	12	the	the	DET
ajst-18564	111	13	execution	execution	NOUN
ajst-18564	111	14	results	result	NOUN
ajst-18564	111	15	of	of	ADP
ajst-18564	111	16	smart	smart	ADJ
ajst-18564	111	17	contracts	contract	NOUN
ajst-18564	111	18	,	,	PUNCT
ajst-18564	111	19	reduce	reduce	VERB
ajst-18564	111	20	the	the	DET
ajst-18564	111	21	uncertainty	uncertainty	NOUN
ajst-18564	111	22	of	of	ADP
ajst-18564	111	23	contract	contract	NOUN
ajst-18564	111	24	execution	execution	NOUN
ajst-18564	111	25	,	,	PUNCT
ajst-18564	111	26	and	and	CCONJ
ajst-18564	111	27	improve	improve	VERB
ajst-18564	111	28	the	the	DET
ajst-18564	111	29	credibility	credibility	NOUN
ajst-18564	111	30	and	and	CCONJ
ajst-18564	111	31	stability	stability	NOUN
ajst-18564	111	32	of	of	ADP
ajst-18564	111	33	transactions	transaction	NOUN
ajst-18564	111	34	.	.	PUNCT
ajst-18564	112	1	for	for	ADP
ajst-18564	112	2	example	example	NOUN
ajst-18564	112	3	,	,	PUNCT
ajst-18564	112	4	in	in	ADP
ajst-18564	112	5	digital	digital	ADJ
ajst-18564	112	6	asset	asset	NOUN
ajst-18564	112	7	trading	trading	NOUN
ajst-18564	112	8	,	,	PUNCT
ajst-18564	112	9	by	by	ADP
ajst-18564	112	10	predicting	predict	VERB
ajst-18564	112	11	the	the	DET
ajst-18564	112	12	execution	execution	NOUN
ajst-18564	112	13	results	result	NOUN
ajst-18564	112	14	of	of	ADP
ajst-18564	112	15	smart	smart	ADJ
ajst-18564	112	16	contracts	contract	NOUN
ajst-18564	112	17	through	through	ADP
ajst-18564	112	18	ai	ai	PRON
ajst-18564	112	19	technology	technology	NOUN
ajst-18564	112	20	,	,	PUNCT
ajst-18564	112	21	potential	potential	ADJ
ajst-18564	112	22	transaction	transaction	NOUN
ajst-18564	112	23	risks	risk	NOUN
ajst-18564	112	24	can	can	AUX
ajst-18564	112	25	be	be	AUX
ajst-18564	112	26	discovered	discover	VERB
ajst-18564	112	27	and	and	CCONJ
ajst-18564	112	28	avoided	avoid	VERB
ajst-18564	112	29	in	in	ADP
ajst-18564	112	30	a	a	DET
ajst-18564	112	31	timely	timely	ADJ
ajst-18564	112	32	manner	manner	NOUN
ajst-18564	112	33	,	,	PUNCT
ajst-18564	112	34	ensuring	ensure	VERB
ajst-18564	112	35	the	the	DET
ajst-18564	112	36	safety	safety	NOUN
ajst-18564	112	37	and	and	CCONJ
ajst-18564	112	38	effectiveness	effectiveness	NOUN
ajst-18564	112	39	of	of	ADP
ajst-18564	112	40	transactions	transaction	NOUN
ajst-18564	112	41	.	.	PUNCT
ajst-18564	113	1	in	in	ADP
ajst-18564	113	2	summary	summary	NOUN
ajst-18564	113	3	,	,	PUNCT
ajst-18564	113	4	the	the	DET
ajst-18564	113	5	integration	integration	NOUN
ajst-18564	113	6	of	of	ADP
ajst-18564	113	7	dlt	dlt	PROPN
ajst-18564	113	8	and	and	CCONJ
ajst-18564	113	9	ai	ai	PROPN
ajst-18564	113	10	technologies	technology	NOUN
ajst-18564	113	11	provides	provide	VERB
ajst-18564	113	12	comprehensive	comprehensive	ADJ
ajst-18564	113	13	security	security	NOUN
ajst-18564	113	14	for	for	ADP
ajst-18564	113	15	the	the	DET
ajst-18564	113	16	development	development	NOUN
ajst-18564	113	17	and	and	CCONJ
ajst-18564	113	18	execution	execution	NOUN
ajst-18564	113	19	of	of	ADP
ajst-18564	113	20	smart	smart	ADJ
ajst-18564	113	21	contracts	contract	NOUN
ajst-18564	113	22	,	,	PUNCT
ajst-18564	113	23	providing	provide	VERB
ajst-18564	113	24	important	important	ADJ
ajst-18564	113	25	support	support	NOUN
ajst-18564	113	26	for	for	ADP
ajst-18564	113	27	the	the	DET
ajst-18564	113	28	security	security	NOUN
ajst-18564	113	29	and	and	CCONJ
ajst-18564	113	30	reliability	reliability	NOUN
ajst-18564	113	31	of	of	ADP
ajst-18564	113	32	digital	digital	ADJ
ajst-18564	113	33	asset	asset	NOUN
ajst-18564	113	34	transactions	transaction	NOUN
ajst-18564	113	35	.	.	PUNCT
ajst-18564	114	1	3.4	3.4	NUM
ajst-18564	114	2	.	.	PUNCT
ajst-18564	114	3	application	application	NOUN
ajst-18564	114	4	case	case	NOUN
ajst-18564	114	5	a	a	DET
ajst-18564	114	6	typical	typical	ADJ
ajst-18564	114	7	digital	digital	ADJ
ajst-18564	114	8	asset	asset	NOUN
ajst-18564	114	9	trading	trading	NOUN
ajst-18564	114	10	platform	platform	NOUN
ajst-18564	114	11	that	that	PRON
ajst-18564	114	12	combines	combine	VERB
ajst-18564	114	13	distributed	distribute	VERB
ajst-18564	114	14	ledger	ledger	NOUN
ajst-18564	114	15	technology	technology	NOUN
ajst-18564	114	16	(	(	PUNCT
ajst-18564	114	17	dlt	dlt	PROPN
ajst-18564	114	18	)	)	PUNCT
ajst-18564	114	19	and	and	CCONJ
ajst-18564	114	20	artificial	artificial	ADJ
ajst-18564	114	21	intelligence	intelligence	NOUN
ajst-18564	114	22	(	(	PUNCT
ajst-18564	114	23	ai	ai	NOUN
ajst-18564	114	24	)	)	PUNCT
ajst-18564	114	25	is	be	AUX
ajst-18564	114	26	alpha	alpha	ADJ
ajst-18564	114	27	exchange	exchange	NOUN
ajst-18564	114	28	.	.	PUNCT
ajst-18564	115	1	the	the	DET
ajst-18564	115	2	platform	platform	NOUN
ajst-18564	115	3	utilizes	utilize	VERB
ajst-18564	115	4	blockchain	blockchain	PROPN
ajst-18564	115	5	as	as	ADP
ajst-18564	115	6	its	its	PRON
ajst-18564	115	7	underlying	underlie	VERB
ajst-18564	115	8	technology	technology	NOUN
ajst-18564	115	9	to	to	PART
ajst-18564	115	10	enable	enable	VERB
ajst-18564	115	11	the	the	DET
ajst-18564	115	12	trading	trading	NOUN
ajst-18564	115	13	and	and	CCONJ
ajst-18564	115	14	settlement	settlement	NOUN
ajst-18564	115	15	of	of	ADP
ajst-18564	115	16	digital	digital	ADJ
ajst-18564	115	17	assets	asset	NOUN
ajst-18564	115	18	through	through	ADP
ajst-18564	115	19	smart	smart	ADJ
ajst-18564	115	20	contracts	contract	NOUN
ajst-18564	115	21	,	,	PUNCT
ajst-18564	115	22	and	and	CCONJ
ajst-18564	115	23	introduces	introduce	NOUN
ajst-18564	115	24	ai	ai	VERB
ajst-18564	115	25	technology	technology	NOUN
ajst-18564	115	26	to	to	PART
ajst-18564	115	27	enhance	enhance	VERB
ajst-18564	115	28	security	security	NOUN
ajst-18564	115	29	,	,	PUNCT
ajst-18564	115	30	privacy	privacy	NOUN
ajst-18564	115	31	protection	protection	NOUN
ajst-18564	115	32	,	,	PUNCT
ajst-18564	115	33	and	and	CCONJ
ajst-18564	115	34	reliability	reliability	NOUN
ajst-18564	115	35	of	of	ADP
ajst-18564	115	36	smart	smart	ADJ
ajst-18564	115	37	contracts	contract	NOUN
ajst-18564	115	38	.	.	PUNCT
ajst-18564	116	1	1	1	X
ajst-18564	116	2	)	)	PUNCT
ajst-18564	116	3	address	address	NOUN
ajst-18564	116	4	security	security	NOUN
ajst-18564	116	5	and	and	CCONJ
ajst-18564	116	6	privacy	privacy	NOUN
ajst-18564	116	7	challenges	challenge	NOUN
ajst-18564	116	8	:	:	PUNCT
ajst-18564	116	9	alpha	alpha	PROPN
ajst-18564	116	10	exchange	exchange	NOUN
ajst-18564	116	11	employs	employ	VERB
ajst-18564	116	12	multiple	multiple	ADJ
ajst-18564	116	13	layers	layer	NOUN
ajst-18564	116	14	of	of	ADP
ajst-18564	116	15	security	security	NOUN
ajst-18564	116	16	to	to	PART
ajst-18564	116	17	protect	protect	VERB
ajst-18564	116	18	user	user	NOUN
ajst-18564	116	19	assets	asset	NOUN
ajst-18564	116	20	and	and	CCONJ
ajst-18564	116	21	privacy	privacy	NOUN
ajst-18564	116	22	.	.	PUNCT
ajst-18564	117	1	first	first	ADV
ajst-18564	117	2	,	,	PUNCT
ajst-18564	117	3	the	the	DET
ajst-18564	117	4	platform	platform	NOUN
ajst-18564	117	5	uses	use	VERB
ajst-18564	117	6	blockchain	blockchain	PROPN
ajst-18564	117	7	technology	technology	PROPN
ajst-18564	117	8	to	to	PART
ajst-18564	117	9	ensure	ensure	VERB
ajst-18564	117	10	the	the	DET
ajst-18564	117	11	secure	secure	ADJ
ajst-18564	117	12	storage	storage	NOUN
ajst-18564	117	13	and	and	CCONJ
ajst-18564	117	14	immutability	immutability	NOUN
ajst-18564	117	15	of	of	ADP
ajst-18564	117	16	transaction	transaction	NOUN
ajst-18564	117	17	data	datum	NOUN
ajst-18564	117	18	,	,	PUNCT
ajst-18564	117	19	preventing	prevent	VERB
ajst-18564	117	20	data	datum	NOUN
ajst-18564	117	21	from	from	ADP
ajst-18564	117	22	being	be	AUX
ajst-18564	117	23	tampered	tamper	VERB
ajst-18564	117	24	with	with	ADP
ajst-18564	117	25	or	or	CCONJ
ajst-18564	117	26	deleted	delete	VERB
ajst-18564	117	27	.	.	PUNCT
ajst-18564	118	1	second	second	ADJ
ajst-18564	118	2	,	,	PUNCT
ajst-18564	118	3	alpha	alpha	NOUN
ajst-18564	118	4	exchange	exchange	NOUN
ajst-18564	118	5	introduces	introduce	NOUN
ajst-18564	118	6	ai	ai	VERB
ajst-18564	118	7	technology	technology	NOUN
ajst-18564	118	8	to	to	PART
ajst-18564	118	9	conduct	conduct	VERB
ajst-18564	118	10	real	real	ADJ
ajst-18564	118	11	-	-	PUNCT
ajst-18564	118	12	time	time	NOUN
ajst-18564	118	13	security	security	NOUN
ajst-18564	118	14	threat	threat	NOUN
ajst-18564	118	15	detection	detection	NOUN
ajst-18564	118	16	and	and	CCONJ
ajst-18564	118	17	analysis	analysis	NOUN
ajst-18564	118	18	,	,	PUNCT
ajst-18564	118	19	identify	identify	VERB
ajst-18564	118	20	abnormal	abnormal	ADJ
ajst-18564	118	21	transaction	transaction	NOUN
ajst-18564	118	22	behavior	behavior	NOUN
ajst-18564	118	23	and	and	CCONJ
ajst-18564	118	24	potential	potential	ADJ
ajst-18564	118	25	security	security	NOUN
ajst-18564	118	26	threats	threat	NOUN
ajst-18564	118	27	,	,	PUNCT
ajst-18564	118	28	and	and	CCONJ
ajst-18564	118	29	respond	respond	VERB
ajst-18564	118	30	to	to	ADP
ajst-18564	118	31	and	and	CCONJ
ajst-18564	118	32	prevent	prevent	VERB
ajst-18564	118	33	possible	possible	ADJ
ajst-18564	118	34	attacks	attack	NOUN
ajst-18564	118	35	in	in	ADP
ajst-18564	118	36	a	a	DET
ajst-18564	118	37	timely	timely	ADJ
ajst-18564	118	38	manner	manner	NOUN
ajst-18564	118	39	.	.	PUNCT
ajst-18564	119	1	at	at	ADP
ajst-18564	119	2	the	the	DET
ajst-18564	119	3	same	same	ADJ
ajst-18564	119	4	time	time	NOUN
ajst-18564	119	5	,	,	PUNCT
ajst-18564	119	6	the	the	DET
ajst-18564	119	7	platform	platform	NOUN
ajst-18564	119	8	adopts	adopt	VERB
ajst-18564	119	9	privacy	privacy	NOUN
ajst-18564	119	10	protection	protection	NOUN
ajst-18564	119	11	technologies	technology	NOUN
ajst-18564	119	12	,	,	PUNCT
ajst-18564	119	13	such	such	ADJ
ajst-18564	119	14	as	as	ADP
ajst-18564	119	15	encrypted	encrypt	VERB
ajst-18564	119	16	communications	communication	NOUN
ajst-18564	119	17	and	and	CCONJ
ajst-18564	119	18	data	datum	NOUN
ajst-18564	119	19	desensitization	desensitization	NOUN
ajst-18564	119	20	,	,	PUNCT
ajst-18564	119	21	to	to	PART
ajst-18564	119	22	protect	protect	VERB
ajst-18564	119	23	users	user	NOUN
ajst-18564	119	24	'	'	PART
ajst-18564	119	25	personal	personal	ADJ
ajst-18564	119	26	identity	identity	NOUN
ajst-18564	119	27	and	and	CCONJ
ajst-18564	119	28	transaction	transaction	NOUN
ajst-18564	119	29	information	information	NOUN
ajst-18564	119	30	from	from	ADP
ajst-18564	119	31	disclosure	disclosure	NOUN
ajst-18564	119	32	or	or	CCONJ
ajst-18564	119	33	abuse	abuse	NOUN
ajst-18564	119	34	.	.	PUNCT
ajst-18564	120	1	2	2	X
ajst-18564	120	2	)	)	PUNCT
ajst-18564	120	3	improve	improve	VERB
ajst-18564	120	4	the	the	DET
ajst-18564	120	5	reliability	reliability	NOUN
ajst-18564	120	6	and	and	CCONJ
ajst-18564	120	7	execution	execution	NOUN
ajst-18564	120	8	efficiency	efficiency	NOUN
ajst-18564	120	9	of	of	ADP
ajst-18564	120	10	smart	smart	ADJ
ajst-18564	120	11	contracts	contract	NOUN
ajst-18564	120	12	:	:	PUNCT
ajst-18564	120	13	alpha	alpha	PROPN
ajst-18564	120	14	exchange	exchange	NOUN
ajst-18564	120	15	combines	combine	VERB
ajst-18564	120	16	dlt	dlt	PROPN
ajst-18564	120	17	and	and	CCONJ
ajst-18564	120	18	ai	ai	VERB
ajst-18564	120	19	technologies	technology	NOUN
ajst-18564	120	20	to	to	PART
ajst-18564	120	21	improve	improve	VERB
ajst-18564	120	22	the	the	DET
ajst-18564	120	23	reliability	reliability	NOUN
ajst-18564	120	24	and	and	CCONJ
ajst-18564	120	25	execution	execution	NOUN
ajst-18564	120	26	efficiency	efficiency	NOUN
ajst-18564	120	27	of	of	ADP
ajst-18564	120	28	smart	smart	ADJ
ajst-18564	120	29	160	160	NUM
ajst-18564	120	30	contracts	contract	NOUN
ajst-18564	120	31	.	.	PUNCT
ajst-18564	121	1	first	first	ADV
ajst-18564	121	2	,	,	PUNCT
ajst-18564	121	3	the	the	DET
ajst-18564	121	4	platform	platform	NOUN
ajst-18564	121	5	uses	use	VERB
ajst-18564	121	6	ai	ai	VERB
ajst-18564	121	7	technology	technology	NOUN
ajst-18564	121	8	for	for	ADP
ajst-18564	121	9	automated	automate	VERB
ajst-18564	121	10	testing	testing	NOUN
ajst-18564	121	11	and	and	CCONJ
ajst-18564	121	12	vulnerability	vulnerability	NOUN
ajst-18564	121	13	prediction	prediction	NOUN
ajst-18564	121	14	of	of	ADP
ajst-18564	121	15	smart	smart	ADJ
ajst-18564	121	16	contracts	contract	NOUN
ajst-18564	121	17	,	,	PUNCT
ajst-18564	121	18	identifying	identify	VERB
ajst-18564	121	19	potential	potential	ADJ
ajst-18564	121	20	vulnerabilities	vulnerability	NOUN
ajst-18564	121	21	in	in	ADP
ajst-18564	121	22	contracts	contract	NOUN
ajst-18564	121	23	and	and	CCONJ
ajst-18564	121	24	repairing	repair	VERB
ajst-18564	121	25	them	they	PRON
ajst-18564	121	26	in	in	ADP
ajst-18564	121	27	time	time	NOUN
ajst-18564	121	28	to	to	PART
ajst-18564	121	29	ensure	ensure	VERB
ajst-18564	121	30	the	the	DET
ajst-18564	121	31	security	security	NOUN
ajst-18564	121	32	and	and	CCONJ
ajst-18564	121	33	stability	stability	NOUN
ajst-18564	121	34	of	of	ADP
ajst-18564	121	35	contract	contract	NOUN
ajst-18564	121	36	execution	execution	NOUN
ajst-18564	121	37	.	.	PUNCT
ajst-18564	122	1	for	for	ADP
ajst-18564	122	2	example	example	NOUN
ajst-18564	122	3	,	,	PUNCT
ajst-18564	122	4	alpha	alpha	PROPN
ajst-18564	122	5	exchange	exchange	NOUN
ajst-18564	122	6	introduced	introduce	VERB
ajst-18564	122	7	an	an	DET
ajst-18564	122	8	ai	ai	NOUN
ajst-18564	122	9	-	-	PUNCT
ajst-18564	122	10	based	base	VERB
ajst-18564	122	11	smart	smart	ADJ
ajst-18564	122	12	contract	contract	NOUN
ajst-18564	122	13	audit	audit	NOUN
ajst-18564	122	14	tool	tool	NOUN
ajst-18564	122	15	that	that	PRON
ajst-18564	122	16	found	find	VERB
ajst-18564	122	17	and	and	CCONJ
ajst-18564	122	18	addressed	address	VERB
ajst-18564	122	19	multiple	multiple	ADJ
ajst-18564	122	20	potential	potential	ADJ
ajst-18564	122	21	security	security	NOUN
ajst-18564	122	22	vulnerabilities	vulnerability	NOUN
ajst-18564	122	23	and	and	CCONJ
ajst-18564	122	24	improved	improve	VERB
ajst-18564	122	25	contract	contract	NOUN
ajst-18564	122	26	reliability	reliability	NOUN
ajst-18564	122	27	by	by	ADP
ajst-18564	122	28	analyzing	analyze	VERB
ajst-18564	122	29	contract	contract	NOUN
ajst-18564	122	30	code	code	NOUN
ajst-18564	122	31	and	and	CCONJ
ajst-18564	122	32	historical	historical	ADJ
ajst-18564	122	33	transaction	transaction	NOUN
ajst-18564	122	34	data	datum	NOUN
ajst-18564	122	35	.	.	PUNCT
ajst-18564	123	1	secondly	secondly	ADV
ajst-18564	123	2	,	,	PUNCT
ajst-18564	123	3	the	the	DET
ajst-18564	123	4	platform	platform	NOUN
ajst-18564	123	5	uses	use	VERB
ajst-18564	123	6	ai	ai	VERB
ajst-18564	123	7	technology	technology	NOUN
ajst-18564	123	8	to	to	PART
ajst-18564	123	9	optimize	optimize	VERB
ajst-18564	123	10	the	the	DET
ajst-18564	123	11	execution	execution	NOUN
ajst-18564	123	12	efficiency	efficiency	NOUN
ajst-18564	123	13	of	of	ADP
ajst-18564	123	14	smart	smart	ADJ
ajst-18564	123	15	contracts	contract	NOUN
ajst-18564	123	16	,	,	PUNCT
ajst-18564	123	17	which	which	PRON
ajst-18564	123	18	improves	improve	VERB
ajst-18564	123	19	the	the	DET
ajst-18564	123	20	execution	execution	NOUN
ajst-18564	123	21	speed	speed	NOUN
ajst-18564	123	22	and	and	CCONJ
ajst-18564	123	23	efficiency	efficiency	NOUN
ajst-18564	123	24	of	of	ADP
ajst-18564	123	25	transactions	transaction	NOUN
ajst-18564	123	26	and	and	CCONJ
ajst-18564	123	27	improves	improve	VERB
ajst-18564	123	28	the	the	DET
ajst-18564	123	29	user	user	NOUN
ajst-18564	123	30	experience	experience	NOUN
ajst-18564	123	31	by	by	ADP
ajst-18564	123	32	predicting	predict	VERB
ajst-18564	123	33	the	the	DET
ajst-18564	123	34	execution	execution	NOUN
ajst-18564	123	35	results	result	NOUN
ajst-18564	123	36	of	of	ADP
ajst-18564	123	37	contracts	contract	NOUN
ajst-18564	123	38	and	and	CCONJ
ajst-18564	123	39	optimizing	optimize	VERB
ajst-18564	123	40	the	the	DET
ajst-18564	123	41	transaction	transaction	NOUN
ajst-18564	123	42	process	process	NOUN
ajst-18564	123	43	.	.	PUNCT
ajst-18564	124	1	to	to	PART
ajst-18564	124	2	sum	sum	VERB
ajst-18564	124	3	up	up	ADP
ajst-18564	124	4	,	,	PUNCT
ajst-18564	124	5	alpha	alpha	NOUN
ajst-18564	124	6	exchange	exchange	NOUN
ajst-18564	124	7	,	,	PUNCT
ajst-18564	124	8	as	as	ADP
ajst-18564	124	9	a	a	DET
ajst-18564	124	10	digital	digital	ADJ
ajst-18564	124	11	asset	asset	NOUN
ajst-18564	124	12	trading	trading	NOUN
ajst-18564	124	13	platform	platform	NOUN
ajst-18564	124	14	combining	combine	VERB
ajst-18564	124	15	dlt	dlt	PROPN
ajst-18564	124	16	and	and	CCONJ
ajst-18564	124	17	ai	ai	PROPN
ajst-18564	124	18	technologies	technology	NOUN
ajst-18564	124	19	,	,	PUNCT
ajst-18564	124	20	solves	solve	VERB
ajst-18564	124	21	the	the	DET
ajst-18564	124	22	challenges	challenge	NOUN
ajst-18564	124	23	of	of	ADP
ajst-18564	124	24	security	security	NOUN
ajst-18564	124	25	,	,	PUNCT
ajst-18564	124	26	privacy	privacy	NOUN
ajst-18564	124	27	protection	protection	NOUN
ajst-18564	124	28	and	and	CCONJ
ajst-18564	124	29	smart	smart	ADJ
ajst-18564	124	30	contract	contract	NOUN
ajst-18564	124	31	reliability	reliability	NOUN
ajst-18564	124	32	in	in	ADP
ajst-18564	124	33	digital	digital	ADJ
ajst-18564	124	34	asset	asset	NOUN
ajst-18564	124	35	trading	trading	NOUN
ajst-18564	124	36	through	through	ADP
ajst-18564	124	37	multi	multi	ADJ
ajst-18564	124	38	-	-	ADJ
ajst-18564	124	39	level	level	ADJ
ajst-18564	124	40	security	security	NOUN
ajst-18564	124	41	measures	measure	NOUN
ajst-18564	124	42	and	and	CCONJ
ajst-18564	124	43	smart	smart	ADJ
ajst-18564	124	44	contract	contract	NOUN
ajst-18564	124	45	optimization	optimization	NOUN
ajst-18564	124	46	,	,	PUNCT
ajst-18564	124	47	providing	provide	VERB
ajst-18564	124	48	users	user	NOUN
ajst-18564	124	49	with	with	ADP
ajst-18564	124	50	a	a	DET
ajst-18564	124	51	safe	safe	ADJ
ajst-18564	124	52	,	,	PUNCT
ajst-18564	124	53	efficient	efficient	ADJ
ajst-18564	124	54	and	and	CCONJ
ajst-18564	124	55	reliable	reliable	ADJ
ajst-18564	124	56	trading	trading	NOUN
ajst-18564	124	57	environment	environment	NOUN
ajst-18564	124	58	.	.	PUNCT
ajst-18564	125	1	4	4	X
ajst-18564	125	2	.	.	X
ajst-18564	125	3	conclusion	conclusion	NOUN
ajst-18564	125	4	in	in	ADP
ajst-18564	125	5	this	this	DET
ajst-18564	125	6	paper	paper	NOUN
ajst-18564	125	7	,	,	PUNCT
ajst-18564	125	8	the	the	DET
ajst-18564	125	9	integration	integration	NOUN
ajst-18564	125	10	of	of	ADP
ajst-18564	125	11	distributed	distribute	VERB
ajst-18564	125	12	ledger	ledger	NOUN
ajst-18564	125	13	technology	technology	NOUN
ajst-18564	125	14	(	(	PUNCT
ajst-18564	125	15	dlt	dlt	PROPN
ajst-18564	125	16	)	)	PUNCT
ajst-18564	125	17	and	and	CCONJ
ajst-18564	125	18	artificial	artificial	ADJ
ajst-18564	125	19	intelligence	intelligence	NOUN
ajst-18564	125	20	(	(	PUNCT
ajst-18564	125	21	ai	ai	NOUN
ajst-18564	125	22	)	)	PUNCT
ajst-18564	125	23	in	in	ADP
ajst-18564	125	24	digital	digital	ADJ
ajst-18564	125	25	asset	asset	NOUN
ajst-18564	125	26	trading	trading	NOUN
ajst-18564	125	27	is	be	AUX
ajst-18564	125	28	thoroughly	thoroughly	ADV
ajst-18564	125	29	explored	explore	VERB
ajst-18564	125	30	,	,	PUNCT
ajst-18564	125	31	focusing	focus	VERB
ajst-18564	125	32	on	on	ADP
ajst-18564	125	33	addressing	address	VERB
ajst-18564	125	34	security	security	NOUN
ajst-18564	125	35	,	,	PUNCT
ajst-18564	125	36	privacy	privacy	NOUN
ajst-18564	125	37	protection	protection	NOUN
ajst-18564	125	38	,	,	PUNCT
ajst-18564	125	39	and	and	CCONJ
ajst-18564	125	40	smart	smart	ADJ
ajst-18564	125	41	contract	contract	NOUN
ajst-18564	125	42	reliability	reliability	NOUN
ajst-18564	125	43	challenges	challenge	NOUN
ajst-18564	125	44	.	.	PUNCT
ajst-18564	126	1	through	through	ADP
ajst-18564	126	2	a	a	DET
ajst-18564	126	3	comprehensive	comprehensive	ADJ
ajst-18564	126	4	analysis	analysis	NOUN
ajst-18564	126	5	,	,	PUNCT
ajst-18564	126	6	it	it	PRON
ajst-18564	126	7	is	be	AUX
ajst-18564	126	8	evident	evident	ADJ
ajst-18564	126	9	that	that	SCONJ
ajst-18564	126	10	dlt	dlt	PROPN
ajst-18564	126	11	ensures	ensure	VERB
ajst-18564	126	12	transaction	transaction	NOUN
ajst-18564	126	13	security	security	NOUN
ajst-18564	126	14	and	and	CCONJ
ajst-18564	126	15	transparency	transparency	NOUN
ajst-18564	126	16	by	by	ADP
ajst-18564	126	17	decentralizing	decentralize	VERB
ajst-18564	126	18	record	record	NOUN
ajst-18564	126	19	-	-	PUNCT
ajst-18564	126	20	keeping	keep	VERB
ajst-18564	126	21	and	and	CCONJ
ajst-18564	126	22	consensus	consensus	NOUN
ajst-18564	126	23	mechanisms	mechanism	NOUN
ajst-18564	126	24	,	,	PUNCT
ajst-18564	126	25	while	while	SCONJ
ajst-18564	126	26	ai	ai	VERB
ajst-18564	126	27	enhances	enhance	NOUN
ajst-18564	126	28	security	security	NOUN
ajst-18564	126	29	through	through	ADP
ajst-18564	126	30	anomaly	anomaly	NOUN
ajst-18564	126	31	detection	detection	NOUN
ajst-18564	126	32	and	and	CCONJ
ajst-18564	126	33	threat	threat	NOUN
ajst-18564	126	34	analysis	analysis	NOUN
ajst-18564	126	35	.	.	PUNCT
ajst-18564	127	1	moreover	moreover	ADV
ajst-18564	127	2	,	,	PUNCT
ajst-18564	127	3	the	the	DET
ajst-18564	127	4	fusion	fusion	NOUN
ajst-18564	127	5	of	of	ADP
ajst-18564	127	6	dlt	dlt	PROPN
ajst-18564	127	7	and	and	CCONJ
ajst-18564	127	8	ai	ai	VERB
ajst-18564	127	9	significantly	significantly	ADV
ajst-18564	127	10	strengthens	strengthen	VERB
ajst-18564	127	11	privacy	privacy	NOUN
ajst-18564	127	12	protection	protection	NOUN
ajst-18564	127	13	by	by	ADP
ajst-18564	127	14	encrypting	encrypt	VERB
ajst-18564	127	15	data	datum	NOUN
ajst-18564	127	16	transmission	transmission	NOUN
ajst-18564	127	17	and	and	CCONJ
ajst-18564	127	18	employing	employ	VERB
ajst-18564	127	19	data	datum	NOUN
ajst-18564	127	20	desensitization	desensitization	NOUN
ajst-18564	127	21	techniques	technique	NOUN
ajst-18564	127	22	.	.	PUNCT
ajst-18564	128	1	additionally	additionally	ADV
ajst-18564	128	2	,	,	PUNCT
ajst-18564	128	3	ai	ai	ADJ
ajst-18564	128	4	-	-	PUNCT
ajst-18564	128	5	driven	drive	VERB
ajst-18564	128	6	automated	automate	VERB
ajst-18564	128	7	testing	testing	NOUN
ajst-18564	128	8	and	and	CCONJ
ajst-18564	128	9	vulnerability	vulnerability	NOUN
ajst-18564	128	10	prediction	prediction	NOUN
ajst-18564	128	11	improve	improve	VERB
ajst-18564	128	12	the	the	DET
ajst-18564	128	13	reliability	reliability	NOUN
ajst-18564	128	14	and	and	CCONJ
ajst-18564	128	15	execution	execution	NOUN
ajst-18564	128	16	efficiency	efficiency	NOUN
ajst-18564	128	17	of	of	ADP
ajst-18564	128	18	smart	smart	ADJ
ajst-18564	128	19	contracts	contract	NOUN
ajst-18564	128	20	,	,	PUNCT
ajst-18564	128	21	ensuring	ensure	VERB
ajst-18564	128	22	the	the	DET
ajst-18564	128	23	integrity	integrity	NOUN
ajst-18564	128	24	of	of	ADP
ajst-18564	128	25	transactions	transaction	NOUN
ajst-18564	128	26	.	.	PUNCT
ajst-18564	129	1	overall	overall	ADV
ajst-18564	129	2	,	,	PUNCT
ajst-18564	129	3	the	the	DET
ajst-18564	129	4	integration	integration	NOUN
ajst-18564	129	5	of	of	ADP
ajst-18564	129	6	dlt	dlt	PROPN
ajst-18564	129	7	and	and	CCONJ
ajst-18564	129	8	ai	ai	VERB
ajst-18564	129	9	offers	offer	VERB
ajst-18564	129	10	a	a	DET
ajst-18564	129	11	robust	robust	ADJ
ajst-18564	129	12	framework	framework	NOUN
ajst-18564	129	13	for	for	ADP
ajst-18564	129	14	secure	secure	ADJ
ajst-18564	129	15	,	,	PUNCT
ajst-18564	129	16	efficient	efficient	ADJ
ajst-18564	129	17	,	,	PUNCT
ajst-18564	129	18	and	and	CCONJ
ajst-18564	129	19	reliable	reliable	ADJ
ajst-18564	129	20	digital	digital	ADJ
ajst-18564	129	21	asset	asset	NOUN
ajst-18564	129	22	trading	trading	NOUN
ajst-18564	129	23	,	,	PUNCT
ajst-18564	129	24	paving	pave	VERB
ajst-18564	129	25	the	the	DET
ajst-18564	129	26	way	way	NOUN
ajst-18564	129	27	for	for	ADP
ajst-18564	129	28	the	the	DET
ajst-18564	129	29	further	further	ADJ
ajst-18564	129	30	development	development	NOUN
ajst-18564	129	31	and	and	CCONJ
ajst-18564	129	32	maturity	maturity	NOUN
ajst-18564	129	33	of	of	ADP
ajst-18564	129	34	the	the	DET
ajst-18564	129	35	digital	digital	ADJ
ajst-18564	129	36	asset	asset	NOUN
ajst-18564	129	37	market	market	NOUN
ajst-18564	129	38	.	.	PUNCT
ajst-18564	130	1	the	the	DET
ajst-18564	130	2	application	application	NOUN
ajst-18564	130	3	case	case	NOUN
ajst-18564	130	4	of	of	ADP
ajst-18564	130	5	alpha	alpha	PROPN
ajst-18564	130	6	exchange	exchange	NOUN
ajst-18564	130	7	exemplifies	exemplify	VERB
ajst-18564	130	8	the	the	DET
ajst-18564	130	9	successful	successful	ADJ
ajst-18564	130	10	integration	integration	NOUN
ajst-18564	130	11	of	of	ADP
ajst-18564	130	12	dlt	dlt	PROPN
ajst-18564	130	13	and	and	CCONJ
ajst-18564	130	14	ai	ai	VERB
ajst-18564	130	15	in	in	ADP
ajst-18564	130	16	digital	digital	ADJ
ajst-18564	130	17	asset	asset	NOUN
ajst-18564	130	18	trading	trading	NOUN
ajst-18564	130	19	.	.	PUNCT
ajst-18564	131	1	through	through	ADP
ajst-18564	131	2	multi	multi	ADJ
ajst-18564	131	3	-	-	ADJ
ajst-18564	131	4	layered	layered	ADJ
ajst-18564	131	5	security	security	NOUN
ajst-18564	131	6	measures	measure	NOUN
ajst-18564	131	7	,	,	PUNCT
ajst-18564	131	8	including	include	VERB
ajst-18564	131	9	blockchain	blockchain	PROPN
ajst-18564	131	10	technology	technology	NOUN
ajst-18564	131	11	for	for	ADP
ajst-18564	131	12	secure	secure	ADJ
ajst-18564	131	13	data	datum	NOUN
ajst-18564	131	14	storage	storage	NOUN
ajst-18564	131	15	and	and	CCONJ
ajst-18564	131	16	aipowered	aipowered	ADJ
ajst-18564	131	17	threat	threat	NOUN
ajst-18564	131	18	detection	detection	NOUN
ajst-18564	131	19	,	,	PUNCT
ajst-18564	131	20	alpha	alpha	PROPN
ajst-18564	131	21	exchange	exchange	PROPN
ajst-18564	131	22	effectively	effectively	ADV
ajst-18564	131	23	addresses	address	VERB
ajst-18564	131	24	security	security	NOUN
ajst-18564	131	25	and	and	CCONJ
ajst-18564	131	26	privacy	privacy	NOUN
ajst-18564	131	27	challenges	challenge	NOUN
ajst-18564	131	28	in	in	ADP
ajst-18564	131	29	digital	digital	ADJ
ajst-18564	131	30	asset	asset	NOUN
ajst-18564	131	31	transactions	transaction	NOUN
ajst-18564	131	32	.	.	PUNCT
ajst-18564	132	1	furthermore	furthermore	ADV
ajst-18564	132	2	,	,	PUNCT
ajst-18564	132	3	the	the	DET
ajst-18564	132	4	platform	platform	NOUN
ajst-18564	132	5	leverages	leverage	NOUN
ajst-18564	132	6	ai	ai	VERB
ajst-18564	132	7	for	for	ADP
ajst-18564	132	8	automated	automate	VERB
ajst-18564	132	9	testing	testing	NOUN
ajst-18564	132	10	and	and	CCONJ
ajst-18564	132	11	optimization	optimization	NOUN
ajst-18564	132	12	of	of	ADP
ajst-18564	132	13	smart	smart	ADJ
ajst-18564	132	14	contracts	contract	NOUN
ajst-18564	132	15	,	,	PUNCT
ajst-18564	132	16	enhancing	enhance	VERB
ajst-18564	132	17	their	their	PRON
ajst-18564	132	18	reliability	reliability	NOUN
ajst-18564	132	19	and	and	CCONJ
ajst-18564	132	20	execution	execution	NOUN
ajst-18564	132	21	efficiency	efficiency	NOUN
ajst-18564	132	22	.	.	PUNCT
ajst-18564	133	1	with	with	ADP
ajst-18564	133	2	these	these	DET
ajst-18564	133	3	advancements	advancement	NOUN
ajst-18564	133	4	,	,	PUNCT
ajst-18564	133	5	alpha	alpha	PROPN
ajst-18564	133	6	exchange	exchange	NOUN
ajst-18564	133	7	provides	provide	VERB
ajst-18564	133	8	users	user	NOUN
ajst-18564	133	9	with	with	ADP
ajst-18564	133	10	a	a	DET
ajst-18564	133	11	safe	safe	ADJ
ajst-18564	133	12	,	,	PUNCT
ajst-18564	133	13	efficient	efficient	ADJ
ajst-18564	133	14	,	,	PUNCT
ajst-18564	133	15	and	and	CCONJ
ajst-18564	133	16	trustworthy	trustworthy	ADJ
ajst-18564	133	17	trading	trading	NOUN
ajst-18564	133	18	environment	environment	NOUN
ajst-18564	133	19	,	,	PUNCT
ajst-18564	133	20	contributing	contribute	VERB
ajst-18564	133	21	to	to	ADP
ajst-18564	133	22	the	the	DET
ajst-18564	133	23	overall	overall	ADJ
ajst-18564	133	24	development	development	NOUN
ajst-18564	133	25	and	and	CCONJ
ajst-18564	133	26	maturity	maturity	NOUN
ajst-18564	133	27	of	of	ADP
ajst-18564	133	28	the	the	DET
ajst-18564	133	29	digital	digital	ADJ
ajst-18564	133	30	asset	asset	NOUN
ajst-18564	133	31	market	market	NOUN
ajst-18564	133	32	.	.	PUNCT
ajst-18564	134	1	acknowledgment	acknowledgment	NOUN
ajst-18564	134	2	i	i	PRON
ajst-18564	134	3	would	would	AUX
ajst-18564	134	4	like	like	VERB
ajst-18564	134	5	to	to	PART
ajst-18564	134	6	extend	extend	VERB
ajst-18564	134	7	my	my	PRON
ajst-18564	134	8	sincere	sincere	ADJ
ajst-18564	134	9	thanks	thank	NOUN
ajst-18564	134	10	to	to	ADP
ajst-18564	134	11	the	the	DET
ajst-18564	134	12	literature	literature	NOUN
ajst-18564	134	13	cited	cite	VERB
ajst-18564	134	14	in	in	ADP
ajst-18564	134	15	this	this	DET
ajst-18564	134	16	article	article	NOUN
ajst-18564	134	17	and	and	CCONJ
ajst-18564	134	18	to	to	ADP
ajst-18564	134	19	the	the	DET
ajst-18564	134	20	first	first	ADJ
ajst-18564	134	21	authors	author	NOUN
ajst-18564	134	22	,	,	PUNCT
ajst-18564	134	23	wang	wang	PROPN
ajst-18564	134	24	yong	yong	PROPN
ajst-18564	134	25	et	et	PROPN
ajst-18564	134	26	al	al	PROPN
ajst-18564	134	27	.	.	PUNCT
ajst-18564	135	1	their	their	PRON
ajst-18564	135	2	excellent	excellent	ADJ
ajst-18564	135	3	work	work	NOUN
ajst-18564	135	4	in	in	ADP
ajst-18564	135	5	the	the	DET
ajst-18564	135	6	paper	paper	NOUN
ajst-18564	135	7	"	"	PUNCT
ajst-18564	135	8	autonomous	autonomous	ADJ
ajst-18564	135	9	driving	driving	NOUN
ajst-18564	135	10	system	system	NOUN
ajst-18564	135	11	driven	drive	VERB
ajst-18564	135	12	by	by	ADP
ajst-18564	135	13	artificial	artificial	ADJ
ajst-18564	135	14	intelligence	intelligence	NOUN
ajst-18564	135	15	perception	perception	NOUN
ajst-18564	135	16	fusion	fusion	NOUN
ajst-18564	135	17	"	"	PUNCT
ajst-18564	135	18	provides	provide	VERB
ajst-18564	135	19	valuable	valuable	ADJ
ajst-18564	135	20	reference	reference	NOUN
ajst-18564	135	21	and	and	CCONJ
ajst-18564	135	22	inspiration	inspiration	NOUN
ajst-18564	135	23	for	for	ADP
ajst-18564	135	24	this	this	DET
ajst-18564	135	25	research	research	NOUN
ajst-18564	135	26	.	.	PUNCT
ajst-18564	136	1	their	their	PRON
ajst-18564	136	2	in	in	ADP
ajst-18564	136	3	-	-	PUNCT
ajst-18564	136	4	depth	depth	NOUN
ajst-18564	136	5	research	research	NOUN
ajst-18564	136	6	on	on	ADP
ajst-18564	136	7	autonomous	autonomous	ADJ
ajst-18564	136	8	driving	driving	NOUN
ajst-18564	136	9	systems	system	NOUN
ajst-18564	136	10	with	with	ADP
ajst-18564	136	11	ai	ai	PRON
ajst-18564	136	12	fusion	fusion	NOUN
ajst-18564	136	13	perception	perception	NOUN
ajst-18564	136	14	provides	provide	VERB
ajst-18564	136	15	an	an	DET
ajst-18564	136	16	important	important	ADJ
ajst-18564	136	17	theoretical	theoretical	ADJ
ajst-18564	136	18	basis	basis	NOUN
ajst-18564	136	19	for	for	ADP
ajst-18564	136	20	my	my	PRON
ajst-18564	136	21	thinking	thinking	NOUN
ajst-18564	136	22	on	on	ADP
ajst-18564	136	23	the	the	DET
ajst-18564	136	24	combination	combination	NOUN
ajst-18564	136	25	of	of	ADP
ajst-18564	136	26	safe	safe	ADJ
ajst-18564	136	27	ai	ai	NOUN
ajst-18564	136	28	mechanisms	mechanism	NOUN
ajst-18564	136	29	and	and	CCONJ
ajst-18564	136	30	distributed	distribute	VERB
ajst-18564	136	31	ledger	ledger	NOUN
ajst-18564	136	32	technology	technology	NOUN
ajst-18564	136	33	.	.	PUNCT
ajst-18564	137	1	i	i	PRON
ajst-18564	137	2	sincerely	sincerely	ADV
ajst-18564	137	3	thank	thank	VERB
ajst-18564	137	4	them	they	PRON
ajst-18564	137	5	for	for	ADP
ajst-18564	137	6	their	their	PRON
ajst-18564	137	7	contributions	contribution	NOUN
ajst-18564	137	8	and	and	CCONJ
ajst-18564	137	9	pay	pay	VERB
ajst-18564	137	10	high	high	ADJ
ajst-18564	137	11	tribute	tribute	NOUN
ajst-18564	137	12	to	to	ADP
ajst-18564	137	13	their	their	PRON
ajst-18564	137	14	outstanding	outstanding	ADJ
ajst-18564	137	15	work	work	NOUN
ajst-18564	137	16	.	.	PUNCT
ajst-18564	138	1	references	reference	NOUN
ajst-18564	138	2	[	[	X
ajst-18564	138	3	1	1	NUM
ajst-18564	138	4	]	]	PUNCT
ajst-18564	138	5	c.	c.	PROPN
ajst-18564	138	6	kong	kong	PROPN
ajst-18564	138	7	,	,	PUNCT
ajst-18564	138	8	h.	h.	PROPN
ajst-18564	138	9	zhu	zhu	PROPN
ajst-18564	138	10	,	,	PUNCT
ajst-18564	138	11	h.	h.	PROPN
ajst-18564	138	12	li	li	PROPN
ajst-18564	138	13	,	,	PUNCT
ajst-18564	138	14	j.	j.	PROPN
ajst-18564	138	15	liu	liu	PROPN
ajst-18564	138	16	,	,	PUNCT
ajst-18564	138	17	z.	z.	PROPN
ajst-18564	138	18	wang	wang	PROPN
ajst-18564	138	19	and	and	CCONJ
ajst-18564	138	20	y.	y.	PROPN
ajst-18564	138	21	qian	qian	PROPN
ajst-18564	138	22	,	,	PUNCT
ajst-18564	138	23	"	"	PUNCT
ajst-18564	138	24	multiagent	multiagent	NOUN
ajst-18564	138	25	negotiation	negotiation	NOUN
ajst-18564	138	26	in	in	ADP
ajst-18564	138	27	real	real	ADJ
ajst-18564	138	28	-	-	PUNCT
ajst-18564	138	29	time	time	NOUN
ajst-18564	138	30	bidding	bidding	NOUN
ajst-18564	138	31	,	,	PUNCT
ajst-18564	138	32	"	"	PUNCT
ajst-18564	138	33	2019	2019	NUM
ajst-18564	138	34	ieee	ieee	NOUN
ajst-18564	138	35	international	international	ADJ
ajst-18564	138	36	conference	conference	NOUN
ajst-18564	138	37	on	on	ADP
ajst-18564	138	38	consumer	consumer	NOUN
ajst-18564	138	39	electronics	electronic	NOUN
ajst-18564	138	40	taiwan	taiwan	PROPN
ajst-18564	138	41	(	(	PUNCT
ajst-18564	138	42	icce	icce	NOUN
ajst-18564	138	43	-	-	PUNCT
ajst-18564	138	44	tw	tw	NOUN
ajst-18564	138	45	)	)	PUNCT
ajst-18564	138	46	,	,	PUNCT
ajst-18564	138	47	yilan	yilan	PROPN
ajst-18564	138	48	,	,	PUNCT
ajst-18564	138	49	taiwan	taiwan	PROPN
ajst-18564	138	50	,	,	PUNCT
ajst-18564	138	51	2019	2019	NUM
ajst-18564	138	52	,	,	PUNCT
ajst-18564	138	53	pp	pp	ADJ
ajst-18564	138	54	.	.	PUNCT
ajst-18564	139	1	1	1	NUM
ajst-18564	139	2	-	-	SYM
ajst-18564	139	3	2	2	NUM
ajst-18564	139	4	,	,	PUNCT
ajst-18564	139	5	doi	doi	NOUN
ajst-18564	139	6	:	:	PUNCT
ajst-18564	139	7	10.1109	10.1109	NUM
ajst-18564	139	8	/	/	SYM
ajst-18564	139	9	iccetw46550.2019.8991905	iccetw46550.2019.8991905	NOUN
ajst-18564	139	10	.	.	PUNCT
ajst-18564	140	1	[	[	X
ajst-18564	140	2	2	2	NUM
ajst-18564	140	3	]	]	X
ajst-18564	140	4	kong	kong	PROPN
ajst-18564	140	5	,	,	PUNCT
ajst-18564	140	6	c.	c.	PROPN
ajst-18564	140	7	,	,	PUNCT
ajst-18564	140	8	li	li	PROPN
ajst-18564	140	9	,	,	PUNCT
ajst-18564	140	10	h.	h.	PROPN
ajst-18564	140	11	,	,	PUNCT
ajst-18564	140	12	zhang	zhang	PROPN
ajst-18564	140	13	,	,	PUNCT
ajst-18564	140	14	l.	l.	PROPN
ajst-18564	140	15	,	,	PUNCT
ajst-18564	140	16	zhu	zhu	PROPN
ajst-18564	140	17	,	,	PUNCT
ajst-18564	140	18	h.	h.	PROPN
ajst-18564	140	19	,	,	PUNCT
ajst-18564	140	20	liu	liu	PROPN
ajst-18564	140	21	,	,	PUNCT
ajst-18564	140	22	t.	t.	PROPN
ajst-18564	140	23	(	(	PUNCT
ajst-18564	140	24	2019	2019	NUM
ajst-18564	140	25	)	)	PUNCT
ajst-18564	140	26	.	.	PUNCT
ajst-18564	141	1	link	link	NOUN
ajst-18564	141	2	prediction	prediction	NOUN
ajst-18564	141	3	on	on	ADP
ajst-18564	141	4	dynamic	dynamic	ADJ
ajst-18564	141	5	heterogeneous	heterogeneous	ADJ
ajst-18564	141	6	information	information	NOUN
ajst-18564	141	7	networks	network	NOUN
ajst-18564	141	8	.	.	PUNCT
ajst-18564	142	1	in	in	ADP
ajst-18564	142	2	:	:	PUNCT
ajst-18564	142	3	tagarelli	tagarelli	PROPN
ajst-18564	142	4	,	,	PUNCT
ajst-18564	142	5	a.	a.	PROPN
ajst-18564	142	6	,	,	PUNCT
ajst-18564	142	7	tong	tong	PROPN
ajst-18564	142	8	,	,	PUNCT
ajst-18564	142	9	h.	h.	PROPN
ajst-18564	142	10	(	(	PUNCT
ajst-18564	142	11	eds	eds	PROPN
ajst-18564	142	12	)	)	PUNCT
ajst-18564	142	13	computational	computational	ADJ
ajst-18564	142	14	data	datum	NOUN
ajst-18564	142	15	and	and	CCONJ
ajst-18564	142	16	social	social	ADJ
ajst-18564	142	17	networks	network	NOUN
ajst-18564	142	18	.	.	PUNCT
ajst-18564	143	1	csonet	csonet	NOUN
ajst-18564	143	2	2019	2019	NUM
ajst-18564	143	3	.	.	PUNCT
ajst-18564	144	1	lecture	lecture	NOUN
ajst-18564	144	2	notes	note	NOUN
ajst-18564	144	3	in	in	ADP
ajst-18564	144	4	computer	computer	NOUN
ajst-18564	144	5	science	science	NOUN
ajst-18564	144	6	(	(	PUNCT
ajst-18564	144	7	)	)	PUNCT
ajst-18564	144	8	,	,	PUNCT
ajst-18564	144	9	vol	vol	NOUN
ajst-18564	144	10	11917	11917	NUM
ajst-18564	144	11	.	.	PUNCT
ajst-18564	145	1	springer	springer	NOUN
ajst-18564	145	2	,	,	PUNCT
ajst-18564	145	3	cham	cham	PROPN
ajst-18564	145	4	.	.	PUNCT
ajst-18564	146	1	https://doi.org/10.1007/978-3030-34980-6_36	https://doi.org/10.1007/978-3030-34980-6_36	PROPN
ajst-18564	147	1	[	[	X
ajst-18564	147	2	3	3	NUM
ajst-18564	147	3	]	]	X
ajst-18564	147	4	h.	h.	PROPN
ajst-18564	147	5	zhu	zhu	PROPN
ajst-18564	147	6	and	and	CCONJ
ajst-18564	147	7	b.	b.	PROPN
ajst-18564	147	8	wang	wang	PROPN
ajst-18564	147	9	,	,	PUNCT
ajst-18564	147	10	"	"	PUNCT
ajst-18564	147	11	negative	negative	ADJ
ajst-18564	147	12	siamese	siamese	ADJ
ajst-18564	147	13	network	network	NOUN
ajst-18564	147	14	for	for	ADP
ajst-18564	147	15	classifying	classify	VERB
ajst-18564	147	16	semantically	semantically	ADV
ajst-18564	147	17	similar	similar	ADJ
ajst-18564	147	18	sentences	sentence	NOUN
ajst-18564	147	19	,	,	PUNCT
ajst-18564	147	20	"	"	PUNCT
ajst-18564	147	21	2021	2021	NUM
ajst-18564	147	22	international	international	ADJ
ajst-18564	147	23	conference	conference	NOUN
ajst-18564	147	24	on	on	ADP
ajst-18564	147	25	asian	asian	ADJ
ajst-18564	147	26	language	language	NOUN
ajst-18564	147	27	processing	processing	NOUN
ajst-18564	147	28	(	(	PUNCT
ajst-18564	147	29	ialp	ialp	PROPN
ajst-18564	147	30	)	)	PUNCT
ajst-18564	147	31	,	,	PUNCT
ajst-18564	147	32	singapore	singapore	PROPN
ajst-18564	147	33	,	,	PUNCT
ajst-18564	147	34	singapore	singapore	PROPN
ajst-18564	147	35	,	,	PUNCT
ajst-18564	147	36	2021	2021	NUM
ajst-18564	147	37	,	,	PUNCT
ajst-18564	147	38	pp	pp	ADV
ajst-18564	147	39	.	.	PUNCT
ajst-18564	148	1	170	170	NUM
ajst-18564	148	2	-	-	SYM
ajst-18564	148	3	173	173	NUM
ajst-18564	148	4	,	,	PUNCT
ajst-18564	148	5	doi	doi	NOUN
ajst-18564	148	6	:	:	PUNCT
ajst-18564	148	7	10.1109	10.1109	NUM
ajst-18564	148	8	/	/	SYM
ajst-18564	148	9	ialp54817.2021.9675278	ialp54817.2021.9675278	NOUN
ajst-18564	148	10	.	.	PUNCT
ajst-18564	149	1	[	[	X
ajst-18564	149	2	4	4	X
ajst-18564	149	3	]	]	PUNCT
ajst-18564	149	4	k.	k.	PROPN
ajst-18564	149	5	tan	tan	PROPN
ajst-18564	149	6	and	and	CCONJ
ajst-18564	149	7	w.	w.	PROPN
ajst-18564	149	8	li	li	PROPN
ajst-18564	149	9	,	,	PUNCT
ajst-18564	149	10	"	"	PUNCT
ajst-18564	149	11	imaging	imaging	NOUN
ajst-18564	149	12	and	and	CCONJ
ajst-18564	149	13	parameter	parameter	NOUN
ajst-18564	149	14	estimating	estimate	VERB
ajst-18564	149	15	for	for	ADP
ajst-18564	149	16	fast	fast	ADJ
ajst-18564	149	17	moving	move	VERB
ajst-18564	149	18	targets	target	NOUN
ajst-18564	149	19	in	in	ADP
ajst-18564	149	20	airborne	airborne	ADJ
ajst-18564	149	21	sar	sar	NOUN
ajst-18564	149	22	,	,	PUNCT
ajst-18564	149	23	"	"	PUNCT
ajst-18564	149	24	in	in	ADP
ajst-18564	149	25	ieee	ieee	NOUN
ajst-18564	149	26	transactions	transaction	NOUN
ajst-18564	149	27	on	on	ADP
ajst-18564	149	28	computational	computational	ADJ
ajst-18564	149	29	imaging	imaging	NOUN
ajst-18564	149	30	,	,	PUNCT
ajst-18564	149	31	vol	vol	NOUN
ajst-18564	149	32	.	.	PROPN
ajst-18564	150	1	3	3	NUM
ajst-18564	150	2	,	,	PUNCT
ajst-18564	150	3	no	no	INTJ
ajst-18564	150	4	.	.	NOUN
ajst-18564	150	5	1	1	NUM
ajst-18564	150	6	,	,	PUNCT
ajst-18564	150	7	pp	pp	ADJ
ajst-18564	150	8	.	.	PUNCT
ajst-18564	151	1	126	126	NUM
ajst-18564	151	2	-	-	SYM
ajst-18564	151	3	140	140	NUM
ajst-18564	151	4	,	,	PUNCT
ajst-18564	151	5	march	march	PROPN
ajst-18564	151	6	2017	2017	NUM
ajst-18564	151	7	,	,	PUNCT
ajst-18564	151	8	doi	doi	NOUN
ajst-18564	151	9	:	:	PUNCT
ajst-18564	151	10	10.1109	10.1109	NUM
ajst-18564	151	11	/	/	SYM
ajst-18564	151	12	tci.2016.2634421	tci.2016.2634421	PROPN
ajst-18564	151	13	.	.	PUNCT
ajst-18564	152	1	[	[	X
ajst-18564	152	2	5	5	X
ajst-18564	152	3	]	]	PUNCT
ajst-18564	152	4	k.	k.	PROPN
ajst-18564	152	5	tan	tan	PROPN
ajst-18564	152	6	and	and	CCONJ
ajst-18564	152	7	w.	w.	PROPN
ajst-18564	152	8	li	li	PROPN
ajst-18564	152	9	,	,	PUNCT
ajst-18564	152	10	"	"	PUNCT
ajst-18564	152	11	a	a	DET
ajst-18564	152	12	novel	novel	NOUN
ajst-18564	152	13	moving	moving	NOUN
ajst-18564	152	14	parameter	parameter	NOUN
ajst-18564	152	15	estimation	estimation	NOUN
ajst-18564	152	16	approach	approach	NOUN
ajst-18564	153	1	offast	offast	ADV
ajst-18564	153	2	moving	move	VERB
ajst-18564	153	3	targets	target	NOUN
ajst-18564	153	4	based	base	VERB
ajst-18564	153	5	on	on	ADP
ajst-18564	153	6	phase	phase	NOUN
ajst-18564	153	7	extraction	extraction	NOUN
ajst-18564	153	8	,	,	PUNCT
ajst-18564	153	9	"	"	PUNCT
ajst-18564	153	10	2015	2015	NUM
ajst-18564	153	11	ieee	ieee	NOUN
ajst-18564	153	12	international	international	ADJ
ajst-18564	153	13	conference	conference	NOUN
ajst-18564	153	14	on	on	ADP
ajst-18564	153	15	image	image	NOUN
ajst-18564	153	16	processing	processing	NOUN
ajst-18564	153	17	(	(	PUNCT
ajst-18564	153	18	icip	icip	PROPN
ajst-18564	153	19	)	)	PUNCT
ajst-18564	153	20	,	,	PUNCT
ajst-18564	153	21	quebec	quebec	PROPN
ajst-18564	153	22	city	city	PROPN
ajst-18564	153	23	,	,	PUNCT
ajst-18564	153	24	qc	qc	PROPN
ajst-18564	153	25	,	,	PUNCT
ajst-18564	153	26	canada	canada	PROPN
ajst-18564	153	27	,	,	PUNCT
ajst-18564	153	28	2015	2015	NUM
ajst-18564	153	29	,	,	PUNCT
ajst-18564	153	30	pp	pp	ADJ
ajst-18564	153	31	.	.	PUNCT
ajst-18564	154	1	2075	2075	NUM
ajst-18564	154	2	-	-	SYM
ajst-18564	154	3	2079	2079	NUM
ajst-18564	154	4	,	,	PUNCT
ajst-18564	154	5	doi	doi	NOUN
ajst-18564	154	6	:	:	PUNCT
ajst-18564	154	7	10.1109	10.1109	NUM
ajst-18564	154	8	/	/	SYM
ajst-18564	154	9	icip.2015.7351166	icip.2015.7351166	PROPN
ajst-18564	154	10	.	.	PUNCT
ajst-18564	155	1	[	[	X
ajst-18564	155	2	6	6	NUM
ajst-18564	155	3	]	]	X
ajst-18564	155	4	tan	tan	PROPN
ajst-18564	155	5	,	,	PUNCT
ajst-18564	155	6	kai	kai	PROPN
ajst-18564	155	7	,	,	PUNCT
ajst-18564	155	8	et	et	PROPN
ajst-18564	155	9	al	al	PROPN
ajst-18564	155	10	.	.	PUNCT
ajst-18564	156	1	“	"	PUNCT
ajst-18564	156	2	integrating	integrate	VERB
ajst-18564	156	3	advanced	advanced	ADJ
ajst-18564	156	4	computer	computer	NOUN
ajst-18564	156	5	vision	vision	NOUN
ajst-18564	156	6	and	and	CCONJ
ajst-18564	156	7	ai	ai	VERB
ajst-18564	156	8	algorithms	algorithm	NOUN
ajst-18564	156	9	for	for	ADP
ajst-18564	156	10	autonomous	autonomous	ADJ
ajst-18564	156	11	driving	driving	NOUN
ajst-18564	156	12	systems	system	NOUN
ajst-18564	156	13	”	"	PUNCT
ajst-18564	156	14	.	.	PUNCT
ajst-18564	157	1	journal	journal	PROPN
ajst-18564	157	2	of	of	ADP
ajst-18564	157	3	theory	theory	NOUN
ajst-18564	157	4	and	and	CCONJ
ajst-18564	157	5	practice	practice	NOUN
ajst-18564	157	6	of	of	ADP
ajst-18564	157	7	engineering	engineering	NOUN
ajst-18564	157	8	science	science	NOUN
ajst-18564	157	9	,	,	PUNCT
ajst-18564	157	10	vol	vol	NOUN
ajst-18564	157	11	.	.	PROPN
ajst-18564	157	12	4	4	NUM
ajst-18564	157	13	,	,	PUNCT
ajst-18564	157	14	no	no	INTJ
ajst-18564	157	15	.	.	NOUN
ajst-18564	157	16	01	01	NUM
ajst-18564	157	17	,	,	PUNCT
ajst-18564	157	18	jan	jan	PROPN
ajst-18564	157	19	.	.	PROPN
ajst-18564	157	20	2024	2024	NUM
ajst-18564	157	21	,	,	PUNCT
ajst-18564	157	22	pp	pp	ADP
ajst-18564	157	23	.	.	PUNCT
ajst-18564	158	1	41	41	NUM
ajst-18564	158	2	-	-	SYM
ajst-18564	158	3	48	48	NUM
ajst-18564	158	4	,	,	PUNCT
ajst-18564	158	5	doi:10.53469	doi:10.53469	X
ajst-18564	158	6	/	/	SYM
ajst-18564	158	7	jtpes.2024.04(01).06	jtpes.2024.04(01).06	NOUN
ajst-18564	158	8	.	.	PUNCT
ajst-18564	159	1	[	[	X
ajst-18564	159	2	7	7	X
ajst-18564	159	3	]	]	PUNCT
ajst-18564	159	4	“	"	PUNCT
ajst-18564	159	5	unveiling	unveil	VERB
ajst-18564	159	6	the	the	DET
ajst-18564	159	7	future	future	NOUN
ajst-18564	159	8	navigating	navigate	VERB
ajst-18564	159	9	next	next	ADJ
ajst-18564	159	10	-	-	PUNCT
ajst-18564	159	11	generation	generation	NOUN
ajst-18564	159	12	ai	ai	PROPN
ajst-18564	159	13	frontiers	frontier	NOUN
ajst-18564	159	14	and	and	CCONJ
ajst-18564	159	15	innovations	innovation	NOUN
ajst-18564	159	16	in	in	ADP
ajst-18564	159	17	application	application	NOUN
ajst-18564	159	18	”	"	PUNCT
ajst-18564	159	19	.	.	PUNCT
ajst-18564	160	1	international	international	ADJ
ajst-18564	160	2	journal	journal	PROPN
ajst-18564	160	3	of	of	ADP
ajst-18564	160	4	computer	computer	NOUN
ajst-18564	160	5	science	science	NOUN
ajst-18564	160	6	and	and	CCONJ
ajst-18564	160	7	information	information	NOUN
ajst-18564	160	8	technology	technology	NOUN
ajst-18564	160	9	,	,	PUNCT
ajst-18564	160	10	vol	vol	NOUN
ajst-18564	160	11	.	.	PROPN
ajst-18564	160	12	1	1	NUM
ajst-18564	160	13	,	,	PUNCT
ajst-18564	160	14	no	no	INTJ
ajst-18564	160	15	.	.	NOUN
ajst-18564	160	16	1	1	NUM
ajst-18564	160	17	,	,	PUNCT
ajst-18564	160	18	dec	dec	PROPN
ajst-18564	160	19	.	.	PROPN
ajst-18564	160	20	2023	2023	NUM
ajst-18564	160	21	,	,	PUNCT
ajst-18564	160	22	pp	pp	ADJ
ajst-18564	160	23	.	.	PUNCT
ajst-18564	161	1	147	147	NUM
ajst-18564	161	2	-	-	SYM
ajst-18564	161	3	56	56	NUM
ajst-18564	161	4	,	,	PUNCT
ajst-18564	161	5	https://doi.org/10.62051/ijcsit.v1n1.20	https://doi.org/10.62051/ijcsit.v1n1.20	NOUN
ajst-18564	161	6	.	.	PUNCT
ajst-18564	162	1	[	[	X
ajst-18564	162	2	8	8	NUM
ajst-18564	162	3	]	]	PUNCT
ajst-18564	162	4	“	"	PUNCT
ajst-18564	162	5	the	the	DET
ajst-18564	162	6	application	application	NOUN
ajst-18564	162	7	of	of	ADP
ajst-18564	162	8	artificial	artificial	ADJ
ajst-18564	162	9	intelligence	intelligence	NOUN
ajst-18564	162	10	to	to	ADP
ajst-18564	162	11	the	the	DET
ajst-18564	162	12	bayesian	bayesian	NOUN
ajst-18564	162	13	model	model	NOUN
ajst-18564	162	14	algorithm	algorithm	NOUN
ajst-18564	162	15	for	for	ADP
ajst-18564	162	16	combining	combine	VERB
ajst-18564	162	17	genome	genome	NOUN
ajst-18564	162	18	data	datum	NOUN
ajst-18564	162	19	”	"	PUNCT
ajst-18564	162	20	.	.	PUNCT
ajst-18564	163	1	academic	academic	ADJ
ajst-18564	163	2	journal	journal	NOUN
ajst-18564	163	3	of	of	ADP
ajst-18564	163	4	science	science	NOUN
ajst-18564	163	5	and	and	CCONJ
ajst-18564	163	6	technology	technology	NOUN
ajst-18564	163	7	,	,	PUNCT
ajst-18564	163	8	vol	vol	NOUN
ajst-18564	163	9	.	.	PROPN
ajst-18564	163	10	8	8	NUM
ajst-18564	163	11	,	,	PUNCT
ajst-18564	163	12	no	no	INTJ
ajst-18564	163	13	.	.	NOUN
ajst-18564	163	14	3	3	NUM
ajst-18564	163	15	,	,	PUNCT
ajst-18564	163	16	dec	dec	PROPN
ajst-18564	163	17	.	.	PROPN
ajst-18564	163	18	2023	2023	NUM
ajst-18564	163	19	,	,	PUNCT
ajst-18564	163	20	pp	pp	ADJ
ajst-18564	163	21	.	.	PUNCT
ajst-18564	164	1	132	132	NUM
ajst-18564	164	2	-	-	SYM
ajst-18564	164	3	5	5	NUM
ajst-18564	164	4	,	,	PUNCT
ajst-18564	164	5	https://doi.org/10.54097/ykhccb53	https://doi.org/10.54097/ykhccb53	NOUN
ajst-18564	164	6	.	.	PUNCT
ajst-18564	165	1	[	[	X
ajst-18564	165	2	9	9	NUM
ajst-18564	165	3	]	]	SYM
ajst-18564	165	4	pan	pan	NOUN
ajst-18564	165	5	,	,	PUNCT
ajst-18564	165	6	yiming	yiming	PROPN
ajst-18564	165	7	,	,	PUNCT
ajst-18564	165	8	et	et	PROPN
ajst-18564	165	9	al	al	PROPN
ajst-18564	165	10	.	.	PUNCT
ajst-18564	165	11	“	"	PUNCT
ajst-18564	165	12	application	application	NOUN
ajst-18564	165	13	of	of	ADP
ajst-18564	165	14	three	three	NUM
ajst-18564	165	15	-	-	PUNCT
ajst-18564	165	16	dimensional	dimensional	ADJ
ajst-18564	165	17	coding	code	VERB
ajst-18564	165	18	network	network	NOUN
ajst-18564	165	19	in	in	ADP
ajst-18564	165	20	screening	screening	NOUN
ajst-18564	165	21	and	and	CCONJ
ajst-18564	165	22	diagnosis	diagnosis	NOUN
ajst-18564	165	23	of	of	ADP
ajst-18564	165	24	cervical	cervical	ADJ
ajst-18564	165	25	precancerous	precancerous	ADJ
ajst-18564	165	26	lesions	lesion	NOUN
ajst-18564	165	27	”	"	PUNCT
ajst-18564	165	28	.	.	PUNCT
ajst-18564	166	1	frontiers	frontier	NOUN
ajst-18564	166	2	in	in	ADP
ajst-18564	166	3	computing	computing	NOUN
ajst-18564	166	4	and	and	CCONJ
ajst-18564	166	5	intelligent	intelligent	ADJ
ajst-18564	166	6	systems	system	NOUN
ajst-18564	166	7	,	,	PUNCT
ajst-18564	166	8	vol	vol	NOUN
ajst-18564	166	9	.	.	PROPN
ajst-18564	166	10	6	6	NUM
ajst-18564	166	11	,	,	PUNCT
ajst-18564	166	12	no	no	INTJ
ajst-18564	166	13	.	.	NOUN
ajst-18564	166	14	3	3	NUM
ajst-18564	166	15	,	,	PUNCT
ajst-18564	166	16	jan	jan	PROPN
ajst-18564	166	17	.	.	PROPN
ajst-18564	166	18	2024	2024	NUM
ajst-18564	166	19	,	,	PUNCT
ajst-18564	166	20	pp	pp	ADJ
ajst-18564	166	21	.	.	PUNCT
ajst-18564	167	1	61	61	NUM
ajst-18564	167	2	-	-	SYM
ajst-18564	167	3	64	64	NUM
ajst-18564	167	4	,	,	PUNCT
ajst-18564	167	5	https://doi.org/10.54097/mi3vm0yb	https://doi.org/10.54097/mi3vm0yb	X
ajst-18564	167	6	.	.	PUNCT
ajst-18564	168	1	[	[	X
ajst-18564	168	2	10	10	NUM
ajst-18564	168	3	]	]	PUNCT
ajst-18564	168	4	he	he	PRON
ajst-18564	168	5	,	,	PUNCT
ajst-18564	168	6	yuhang	yuhang	PROPN
ajst-18564	168	7	,	,	PUNCT
ajst-18564	168	8	et	et	PROPN
ajst-18564	168	9	al	al	PROPN
ajst-18564	168	10	.	.	PUNCT
ajst-18564	169	1	“	"	PUNCT
ajst-18564	169	2	intelligent	intelligent	ADJ
ajst-18564	169	3	fault	fault	NOUN
ajst-18564	169	4	analysis	analysis	NOUN
ajst-18564	169	5	with	with	ADP
ajst-18564	169	6	aiops	aiop	NOUN
ajst-18564	169	7	technology	technology	NOUN
ajst-18564	169	8	”	"	PUNCT
ajst-18564	169	9	.	.	PUNCT
ajst-18564	170	1	journal	journal	PROPN
ajst-18564	170	2	of	of	ADP
ajst-18564	170	3	theory	theory	NOUN
ajst-18564	170	4	and	and	CCONJ
ajst-18564	170	5	practice	practice	NOUN
ajst-18564	170	6	of	of	ADP
ajst-18564	170	7	engineering	engineering	NOUN
ajst-18564	170	8	science	science	NOUN
ajst-18564	170	9	,	,	PUNCT
ajst-18564	170	10	vol	vol	NOUN
ajst-18564	170	11	.	.	PROPN
ajst-18564	170	12	4	4	NUM
ajst-18564	170	13	,	,	PUNCT
ajst-18564	170	14	no	no	INTJ
ajst-18564	170	15	.	.	NOUN
ajst-18564	170	16	01	01	NUM
ajst-18564	170	17	,	,	PUNCT
ajst-18564	170	18	feb	feb	PROPN
ajst-18564	170	19	.	.	PROPN
ajst-18564	170	20	2024	2024	NUM
ajst-18564	170	21	,	,	PUNCT
ajst-18564	170	22	pp	pp	ADV
ajst-18564	170	23	.	.	PUNCT
ajst-18564	171	1	94	94	NUM
ajst-18564	171	2	-	-	SYM
ajst-18564	171	3	100	100	NUM
ajst-18564	171	4	,	,	PUNCT
ajst-18564	171	5	doi:10.53469	doi:10.53469	X
ajst-18564	171	6	/	/	SYM
ajst-18564	171	7	jtpes.2024.04(01).13	jtpes.2024.04(01).13	PROPN
ajst-18564	171	8	.	.	PUNCT
ajst-18564	172	1	[	[	X
ajst-18564	172	2	11	11	NUM
ajst-18564	172	3	]	]	PUNCT
ajst-18564	172	4	“	"	PUNCT
ajst-18564	172	5	exploring	explore	VERB
ajst-18564	172	6	new	new	ADJ
ajst-18564	172	7	frontiers	frontier	NOUN
ajst-18564	172	8	of	of	ADP
ajst-18564	172	9	deep	deep	ADJ
ajst-18564	172	10	learning	learning	NOUN
ajst-18564	172	11	in	in	ADP
ajst-18564	172	12	legal	legal	ADJ
ajst-18564	172	13	practice	practice	NOUN
ajst-18564	172	14	:	:	PUNCT
ajst-18564	172	15	a	a	DET
ajst-18564	172	16	case	case	NOUN
ajst-18564	172	17	study	study	NOUN
ajst-18564	172	18	of	of	ADP
ajst-18564	172	19	large	large	ADJ
ajst-18564	172	20	language	language	NOUN
ajst-18564	172	21	models	model	NOUN
ajst-18564	172	22	”	"	PUNCT
ajst-18564	172	23	.	.	PUNCT
ajst-18564	173	1	international	international	ADJ
ajst-18564	173	2	journal	journal	PROPN
ajst-18564	173	3	of	of	ADP
ajst-18564	173	4	computer	computer	NOUN
ajst-18564	173	5	science	science	NOUN
ajst-18564	173	6	and	and	CCONJ
ajst-18564	173	7	information	information	NOUN
ajst-18564	173	8	technology	technology	NOUN
ajst-18564	173	9	,	,	PUNCT
ajst-18564	173	10	vol	vol	NOUN
ajst-18564	173	11	.	.	PROPN
ajst-18564	173	12	1	1	NUM
ajst-18564	173	13	,	,	PUNCT
ajst-18564	173	14	no	no	INTJ
ajst-18564	173	15	.	.	NOUN
ajst-18564	173	16	1	1	NUM
ajst-18564	173	17	,	,	PUNCT
ajst-18564	173	18	dec	dec	PROPN
ajst-18564	173	19	.	.	PROPN
ajst-18564	173	20	2023	2023	NUM
ajst-18564	173	21	,	,	PUNCT
ajst-18564	173	22	pp	pp	ADJ
ajst-18564	173	23	.	.	PUNCT
ajst-18564	174	1	131	131	NUM
ajst-18564	174	2	-	-	SYM
ajst-18564	174	3	8	8	NUM
ajst-18564	174	4	,	,	PUNCT
ajst-18564	174	5	https://doi.org/10.62051/ijcsit.v1n1.18	https://doi.org/10.62051/ijcsit.v1n1.18	X
ajst-18564	174	6	.	.	PUNCT
ajst-18564	175	1	[	[	X
ajst-18564	175	2	12	12	NUM
ajst-18564	175	3	]	]	X
ajst-18564	175	4	wei	wei	PROPN
ajst-18564	175	5	,	,	PUNCT
ajst-18564	175	6	kuo	kuo	PROPN
ajst-18564	175	7	,	,	PUNCT
ajst-18564	175	8	et	et	PROPN
ajst-18564	175	9	al	al	PROPN
ajst-18564	175	10	.	.	PUNCT
ajst-18564	176	1	“	"	PUNCT
ajst-18564	176	2	strategic	strategic	ADJ
ajst-18564	176	3	application	application	NOUN
ajst-18564	176	4	of	of	ADP
ajst-18564	176	5	ai	ai	PRON
ajst-18564	176	6	intelligent	intelligent	ADJ
ajst-18564	176	7	algorithm	algorithm	NOUN
ajst-18564	176	8	in	in	ADP
ajst-18564	176	9	network	network	NOUN
ajst-18564	176	10	threat	threat	NOUN
ajst-18564	176	11	detection	detection	NOUN
ajst-18564	176	12	and	and	CCONJ
ajst-18564	176	13	defense	defense	NOUN
ajst-18564	176	14	”	"	PUNCT
ajst-18564	176	15	.	.	PUNCT
ajst-18564	177	1	journal	journal	PROPN
ajst-18564	177	2	of	of	ADP
ajst-18564	177	3	theory	theory	NOUN
ajst-18564	177	4	and	and	CCONJ
ajst-18564	177	5	practice	practice	NOUN
ajst-18564	177	6	of	of	ADP
ajst-18564	177	7	engineering	engineering	NOUN
ajst-18564	177	8	science	science	NOUN
ajst-18564	177	9	,	,	PUNCT
ajst-18564	177	10	vol	vol	NOUN
ajst-18564	177	11	.	.	PROPN
ajst-18564	177	12	4	4	NUM
ajst-18564	177	13	,	,	PUNCT
ajst-18564	177	14	no	no	INTJ
ajst-18564	177	15	.	.	NOUN
ajst-18564	177	16	01	01	NUM
ajst-18564	177	17	,	,	PUNCT
ajst-18564	177	18	jan	jan	PROPN
ajst-18564	177	19	.	.	PROPN
ajst-18564	177	20	2024	2024	NUM
ajst-18564	177	21	,	,	PUNCT
ajst-18564	177	22	pp	pp	ADV
ajst-18564	177	23	.	.	PUNCT
ajst-18564	178	1	49	49	NUM
ajst-18564	178	2	-	-	SYM
ajst-18564	178	3	57	57	NUM
ajst-18564	178	4	,	,	PUNCT
ajst-18564	178	5	doi:10.53469	doi:10.53469	NOUN
ajst-18564	178	6	/	/	SYM
ajst-18564	178	7	jtpes.2024.04(01).07	jtpes.2024.04(01).07	NOUN
ajst-18564	178	8	.	.	PUNCT
ajst-18564	179	1	[	[	X
ajst-18564	179	2	13	13	NUM
ajst-18564	179	3	]	]	SYM
ajst-18564	179	4	su	su	PROPN
ajst-18564	179	5	,	,	PUNCT
ajst-18564	179	6	jing	jing	PROPN
ajst-18564	179	7	,	,	PUNCT
ajst-18564	179	8	et	et	PROPN
ajst-18564	179	9	al	al	PROPN
ajst-18564	179	10	.	.	PUNCT
ajst-18564	179	11	"	"	PUNCT
ajst-18564	179	12	large	large	ADJ
ajst-18564	179	13	language	language	NOUN
ajst-18564	179	14	models	model	NOUN
ajst-18564	179	15	for	for	ADP
ajst-18564	179	16	forecasting	forecasting	NOUN
ajst-18564	179	17	and	and	CCONJ
ajst-18564	179	18	anomaly	anomaly	NOUN
ajst-18564	179	19	detection	detection	NOUN
ajst-18564	179	20	:	:	PUNCT
ajst-18564	179	21	a	a	DET
ajst-18564	179	22	systematic	systematic	ADJ
ajst-18564	179	23	literature	literature	NOUN
ajst-18564	179	24	review	review	NOUN
ajst-18564	179	25	.	.	PUNCT
ajst-18564	179	26	"	"	PUNCT
ajst-18564	180	1	arxiv	arxiv	PROPN
ajst-18564	180	2	preprint	preprint	VERB
ajst-18564	180	3	arxiv:2402.10350	arxiv:2402.10350	NUM
ajst-18564	180	4	(	(	PUNCT
ajst-18564	180	5	2024	2024	NUM
ajst-18564	180	6	)	)	PUNCT
ajst-18564	180	7	.	.	PUNCT
ajst-18564	181	1	161	161	NUM
ajst-18564	182	1	[	[	SYM
ajst-18564	182	2	14	14	NUM
ajst-18564	182	3	]	]	X
ajst-18564	182	4	wang	wang	PROPN
ajst-18564	182	5	,	,	PUNCT
ajst-18564	182	6	yong	yong	PROPN
ajst-18564	182	7	,	,	PUNCT
ajst-18564	182	8	et	et	PROPN
ajst-18564	182	9	al	al	PROPN
ajst-18564	182	10	.	.	PUNCT
ajst-18564	183	1	"	"	PUNCT
ajst-18564	183	2	construction	construction	NOUN
ajst-18564	183	3	and	and	CCONJ
ajst-18564	183	4	application	application	NOUN
ajst-18564	183	5	of	of	ADP
ajst-18564	183	6	artificial	artificial	ADJ
ajst-18564	183	7	i	i	PROPN
ajst-18564	183	8	ntelligence	ntelligence	NOUN
ajst-18564	183	9	crowdsourcing	crowdsourcing	NOUN
ajst-18564	183	10	map	map	NOUN
ajst-18564	183	11	based	base	VERB
ajst-18564	183	12	on	on	ADP
ajst-18564	183	13	multitrack	multitrack	NOUN
ajst-18564	183	14	gps	gps	PROPN
ajst-18564	183	15	data	datum	NOUN
ajst-18564	183	16	.	.	PUNCT
ajst-18564	183	17	"	"	PUNCT
ajst-18564	184	1	arxiv	arxiv	PROPN
ajst-18564	184	2	preprint	preprint	NOUN
ajst-18564	184	3	arxiv:2402.15796	arxiv:2402.15796	NOUN
ajst-18564	184	4	(	(	PUNCT
ajst-18564	184	5	2024	2024	NUM
ajst-18564	184	6	)	)	PUNCT
ajst-18564	184	7	.	.	PUNCT
ajst-18564	185	1	[	[	X
ajst-18564	185	2	15	15	NUM
ajst-18564	185	3	]	]	X
ajst-18564	185	4	duan	duan	PROPN
ajst-18564	185	5	,	,	PUNCT
ajst-18564	185	6	shiheng	shiheng	PROPN
ajst-18564	185	7	,	,	PUNCT
ajst-18564	185	8	et	et	PROPN
ajst-18564	185	9	al	al	PROPN
ajst-18564	185	10	.	.	PUNCT
ajst-18564	186	1	“	"	PUNCT
ajst-18564	186	2	prediction	prediction	NOUN
ajst-18564	186	3	of	of	ADP
ajst-18564	186	4	atmospheric	atmospheric	ADJ
ajst-18564	186	5	carbon	carbon	NOUN
ajst-18564	186	6	dioxide	dioxide	NOUN
ajst-18564	186	7	radiative	radiative	ADJ
ajst-18564	186	8	transfer	transfer	NOUN
ajst-18564	186	9	model	model	NOUN
ajst-18564	186	10	based	base	VERB
ajst-18564	186	11	on	on	ADP
ajst-18564	186	12	machine	machine	NOUN
ajst-18564	186	13	learning	learning	NOUN
ajst-18564	186	14	”	"	PUNCT
ajst-18564	186	15	.	.	PUNCT
ajst-18564	187	1	frontiers	frontier	NOUN
ajst-18564	187	2	in	in	ADP
ajst-18564	187	3	computing	computing	NOUN
ajst-18564	187	4	and	and	CCONJ
ajst-18564	187	5	intelligent	intelligent	ADJ
ajst-18564	187	6	systems	system	NOUN
ajst-18564	187	7	,	,	PUNCT
ajst-18564	187	8	vol	vol	NOUN
ajst-18564	187	9	.	.	PROPN
ajst-18564	187	10	6	6	NUM
ajst-18564	187	11	,	,	PUNCT
ajst-18564	187	12	no	no	INTJ
ajst-18564	187	13	.	.	NOUN
ajst-18564	187	14	3	3	NUM
ajst-18564	187	15	,	,	PUNCT
ajst-18564	187	16	jan	jan	PROPN
ajst-18564	187	17	.	.	PROPN
ajst-18564	187	18	2024	2024	NUM
ajst-18564	187	19	,	,	PUNCT
ajst-18564	187	20	pp	pp	ADV
ajst-18564	187	21	.	.	PUNCT
ajst-18564	188	1	132	132	NUM
ajst-18564	188	2	-	-	SYM
ajst-18564	188	3	6	6	NUM
ajst-18564	188	4	,	,	PUNCT
ajst-18564	188	5	https://doi.org/10.54097/obmpjw5n	https://doi.org/10.54097/obmpjw5n	X
ajst-18564	188	6	.	.	PUNCT
ajst-18564	189	1	[	[	X
ajst-18564	189	2	16	16	NUM
ajst-18564	189	3	]	]	X
ajst-18564	189	4	chen	chen	PROPN
ajst-18564	189	5	,	,	PUNCT
ajst-18564	189	6	jianfeng	jianfeng	PROPN
ajst-18564	189	7	,	,	PUNCT
ajst-18564	189	8	et	et	PROPN
ajst-18564	189	9	al	al	PROPN
ajst-18564	189	10	.	.	PUNCT
ajst-18564	190	1	“	"	PUNCT
ajst-18564	190	2	implementation	implementation	NOUN
ajst-18564	190	3	of	of	ADP
ajst-18564	190	4	an	an	DET
ajst-18564	190	5	ai	ai	NOUN
ajst-18564	190	6	-	-	PUNCT
ajst-18564	190	7	based	base	VERB
ajst-18564	190	8	mrd	mrd	ADJ
ajst-18564	190	9	evaluation	evaluation	NOUN
ajst-18564	190	10	and	and	CCONJ
ajst-18564	190	11	prediction	prediction	NOUN
ajst-18564	190	12	model	model	NOUN
ajst-18564	190	13	for	for	ADP
ajst-18564	190	14	multiple	multiple	ADJ
ajst-18564	190	15	myeloma	myeloma	NOUN
ajst-18564	190	16	”	"	PUNCT
ajst-18564	190	17	.	.	PUNCT
ajst-18564	191	1	frontiers	frontier	NOUN
ajst-18564	191	2	in	in	ADP
ajst-18564	191	3	computing	computing	NOUN
ajst-18564	191	4	and	and	CCONJ
ajst-18564	191	5	intelligent	intelligent	ADJ
ajst-18564	191	6	systems	system	NOUN
ajst-18564	191	7	,	,	PUNCT
ajst-18564	191	8	vol	vol	NOUN
ajst-18564	191	9	.	.	PROPN
ajst-18564	191	10	6	6	NUM
ajst-18564	191	11	,	,	PUNCT
ajst-18564	191	12	no	no	INTJ
ajst-18564	191	13	.	.	NOUN
ajst-18564	191	14	3	3	NUM
ajst-18564	191	15	,	,	PUNCT
ajst-18564	191	16	jan	jan	PROPN
ajst-18564	191	17	.	.	PROPN
ajst-18564	191	18	2024	2024	NUM
ajst-18564	191	19	,	,	PUNCT
ajst-18564	191	20	pp	pp	ADJ
ajst-18564	191	21	.	.	PUNCT
ajst-18564	192	1	127	127	NUM
ajst-18564	192	2	-	-	SYM
ajst-18564	192	3	31	31	NUM
ajst-18564	192	4	,	,	PUNCT
ajst-18564	192	5	https://doi.org/10.54097/zj4mnbww	https://doi.org/10.54097/zj4mnbww	NOUN
ajst-18564	192	6	.	.	PUNCT
ajst-18564	193	1	[	[	X
ajst-18564	193	2	17	17	NUM
ajst-18564	193	3	]	]	PUNCT
ajst-18564	193	4	“	"	PUNCT
ajst-18564	193	5	machine	machine	NOUN
ajst-18564	193	6	learning	learning	NOUN
ajst-18564	193	7	model	model	NOUN
ajst-18564	193	8	training	training	NOUN
ajst-18564	193	9	and	and	CCONJ
ajst-18564	193	10	practice	practice	NOUN
ajst-18564	193	11	:	:	PUNCT
ajst-18564	193	12	a	a	DET
ajst-18564	193	13	study	study	NOUN
ajst-18564	193	14	on	on	ADP
ajst-18564	193	15	constructing	construct	VERB
ajst-18564	193	16	a	a	DET
ajst-18564	193	17	novel	novel	ADJ
ajst-18564	193	18	drug	drug	NOUN
ajst-18564	193	19	detection	detection	NOUN
ajst-18564	193	20	system	system	NOUN
ajst-18564	193	21	”	"	PUNCT
ajst-18564	193	22	.	.	PUNCT
ajst-18564	194	1	international	international	ADJ
ajst-18564	194	2	journal	journal	PROPN
ajst-18564	194	3	of	of	ADP
ajst-18564	194	4	computer	computer	NOUN
ajst-18564	194	5	science	science	NOUN
ajst-18564	194	6	and	and	CCONJ
ajst-18564	194	7	information	information	NOUN
ajst-18564	194	8	technology	technology	NOUN
ajst-18564	194	9	,	,	PUNCT
ajst-18564	194	10	vol	vol	NOUN
ajst-18564	194	11	.	.	PROPN
ajst-18564	194	12	1	1	NUM
ajst-18564	194	13	,	,	PUNCT
ajst-18564	194	14	no	no	INTJ
ajst-18564	194	15	.	.	NOUN
ajst-18564	194	16	1	1	NUM
ajst-18564	194	17	,	,	PUNCT
ajst-18564	194	18	dec	dec	PROPN
ajst-18564	194	19	.	.	PROPN
ajst-18564	194	20	2023	2023	NUM
ajst-18564	194	21	,	,	PUNCT
ajst-18564	194	22	pp	pp	ADJ
ajst-18564	194	23	.	.	PUNCT
ajst-18564	195	1	139	139	NUM
ajst-18564	195	2	-	-	SYM
ajst-18564	195	3	46	46	NUM
ajst-18564	195	4	,	,	PUNCT
ajst-18564	195	5	https://doi.org/10.62051/ijcsit.v1n1.19	https://doi.org/10.62051/ijcsit.v1n1.19	NOUN
ajst-18564	195	6	.	.	PUNCT
ajst-18564	196	1	[	[	X
ajst-18564	196	2	18	18	NUM
ajst-18564	196	3	]	]	X
ajst-18564	196	4	duan	duan	PROPN
ajst-18564	196	5	,	,	PUNCT
ajst-18564	196	6	shiheng	shiheng	PROPN
ajst-18564	196	7	,	,	PUNCT
ajst-18564	196	8	et	et	PROPN
ajst-18564	196	9	al	al	PROPN
ajst-18564	196	10	.	.	PUNCT
ajst-18564	197	1	"	"	PUNCT
ajst-18564	197	2	the	the	DET
ajst-18564	197	3	innovative	innovative	ADJ
ajst-18564	197	4	model	model	NOUN
ajst-18564	197	5	of	of	ADP
ajst-18564	197	6	artificial	artificial	ADJ
ajst-18564	197	7	intelligence	intelligence	NOUN
ajst-18564	197	8	computer	computer	NOUN
ajst-18564	197	9	education	education	NOUN
ajst-18564	197	10	under	under	ADP
ajst-18564	197	11	the	the	DET
ajst-18564	197	12	background	background	NOUN
ajst-18564	197	13	of	of	ADP
ajst-18564	197	14	educational	educational	ADJ
ajst-18564	197	15	innovation	innovation	NOUN
ajst-18564	197	16	.	.	PUNCT
ajst-18564	197	17	"	"	PUNCT
ajst-18564	198	1	the	the	DET
ajst-18564	198	2	2nd	2nd	ADJ
ajst-18564	198	3	international	international	ADJ
ajst-18564	198	4	scientific	scientific	ADJ
ajst-18564	198	5	and	and	CCONJ
ajst-18564	198	6	practical	practical	ADJ
ajst-18564	198	7	conference	conference	NOUN
ajst-18564	198	8	“	"	PUNCT
ajst-18564	198	9	innovations	innovation	NOUN
ajst-18564	198	10	in	in	ADP
ajst-18564	198	11	education	education	NOUN
ajst-18564	198	12	:	:	PUNCT
ajst-18564	198	13	prospects	prospect	NOUN
ajst-18564	198	14	and	and	CCONJ
ajst-18564	198	15	challenges	challenge	NOUN
ajst-18564	198	16	of	of	ADP
ajst-18564	198	17	today”(january	today”(january	PROPN
ajst-18564	198	18	16	16	NUM
ajst-18564	198	19	-	-	SYM
ajst-18564	198	20	19	19	NUM
ajst-18564	198	21	,	,	PUNCT
ajst-18564	198	22	2024	2024	NUM
ajst-18564	198	23	)	)	PUNCT
ajst-18564	198	24	sofia	sofia	PROPN
ajst-18564	198	25	,	,	PUNCT
ajst-18564	198	26	bulgaria	bulgaria	PROPN
ajst-18564	198	27	.	.	PUNCT
ajst-18564	198	28	international	international	ADJ
ajst-18564	198	29	science	science	PROPN
ajst-18564	198	30	group	group	NOUN
ajst-18564	198	31	.	.	PUNCT
ajst-18564	198	32	2024	2024	NUM
ajst-18564	198	33	.	.	PUNCT
ajst-18564	199	1	389	389	NUM
ajst-18564	199	2	p	p	NOUN
ajst-18564	199	3	..	..	X
ajst-18564	199	4	2024	2024	NUM
ajst-18564	199	5	.	.	PUNCT
ajst-18564	200	1	[	[	X
ajst-18564	200	2	19	19	NUM
ajst-18564	200	3	]	]	PUNCT
ajst-18564	200	4	shen	shen	NOUN
ajst-18564	200	5	,	,	PUNCT
ajst-18564	200	6	zepeng	zepeng	PROPN
ajst-18564	200	7	,	,	PUNCT
ajst-18564	200	8	et	et	PROPN
ajst-18564	200	9	al	al	PROPN
ajst-18564	200	10	.	.	PUNCT
ajst-18564	201	1	"	"	PUNCT
ajst-18564	201	2	educational	educational	ADJ
ajst-18564	201	3	innovation	innovation	NOUN
ajst-18564	201	4	in	in	ADP
ajst-18564	201	5	the	the	DET
ajst-18564	201	6	digital	digital	ADJ
ajst-18564	201	7	age	age	NOUN
ajst-18564	201	8	:	:	PUNCT
ajst-18564	201	9	the	the	DET
ajst-18564	201	10	role	role	NOUN
ajst-18564	201	11	and	and	CCONJ
ajst-18564	201	12	impact	impact	NOUN
ajst-18564	201	13	of	of	ADP
ajst-18564	201	14	nlp	nlp	NOUN
ajst-18564	201	15	technology	technology	NOUN
ajst-18564	201	16	.	.	PUNCT
ajst-18564	201	17	"	"	PUNCT
ajst-18564	202	1	old	old	ADJ
ajst-18564	202	2	and	and	CCONJ
ajst-18564	202	3	new	new	ADJ
ajst-18564	202	4	technologies	technology	NOUN
ajst-18564	202	5	of	of	ADP
ajst-18564	202	6	learning	learn	VERB
ajst-18564	202	7	development	development	NOUN
ajst-18564	202	8	in	in	ADP
ajst-18564	202	9	modern	modern	ADJ
ajst-18564	202	10	conditions	condition	NOUN
ajst-18564	202	11	(	(	PUNCT
ajst-18564	202	12	2024	2024	NUM
ajst-18564	202	13	):	):	PUNCT
ajst-18564	202	14	281	281	NUM
ajst-18564	202	15	.	.	PUNCT
ajst-18564	203	1	[	[	X
ajst-18564	203	2	20	20	NUM
ajst-18564	203	3	]	]	X
ajst-18564	203	4	gong	gong	NOUN
ajst-18564	203	5	,	,	PUNCT
ajst-18564	203	6	yulu	yulu	VERB
ajst-18564	203	7	,	,	PUNCT
ajst-18564	203	8	et	et	PROPN
ajst-18564	203	9	al	al	PROPN
ajst-18564	203	10	.	.	PUNCT
ajst-18564	204	1	"	"	PUNCT
ajst-18564	204	2	research	research	NOUN
ajst-18564	204	3	on	on	ADP
ajst-18564	204	4	a	a	DET
ajst-18564	204	5	multilevel	multilevel	ADJ
ajst-18564	204	6	practical	practical	ADJ
ajst-18564	204	7	teaching	teaching	NOUN
ajst-18564	204	8	system	system	NOUN
ajst-18564	204	9	for	for	ADP
ajst-18564	204	10	the	the	DET
ajst-18564	204	11	course'digital	course'digital	ADJ
ajst-18564	204	12	image	image	NOUN
ajst-18564	204	13	processing	processing	NOUN
ajst-18564	204	14	.	.	PUNCT
ajst-18564	204	15	"	"	PUNCT
ajst-18564	205	1	old	old	ADJ
ajst-18564	205	2	and	and	CCONJ
ajst-18564	205	3	new	new	ADJ
ajst-18564	205	4	technologies	technology	NOUN
ajst-18564	205	5	of	of	ADP
ajst-18564	205	6	learning	learn	VERB
ajst-18564	205	7	development	development	NOUN
ajst-18564	205	8	in	in	ADP
ajst-18564	205	9	modern	modern	ADJ
ajst-18564	205	10	conditions	condition	NOUN
ajst-18564	205	11	(	(	PUNCT
ajst-18564	205	12	2024	2024	NUM
ajst-18564	205	13	):	):	PUNCT
ajst-18564	205	14	272	272	NUM
ajst-18564	205	15	.	.	PUNCT
ajst-18564	206	1	[	[	X
ajst-18564	206	2	21	21	NUM
ajst-18564	206	3	]	]	X
ajst-18564	206	4	qian	qian	PROPN
ajst-18564	206	5	,	,	PUNCT
ajst-18564	206	6	wenpin	wenpin	PROPN
ajst-18564	206	7	,	,	PUNCT
ajst-18564	206	8	et	et	PROPN
ajst-18564	206	9	al	al	PROPN
ajst-18564	206	10	.	.	PUNCT
ajst-18564	207	1	"	"	PUNCT
ajst-18564	207	2	next	next	ADJ
ajst-18564	207	3	-	-	PUNCT
ajst-18564	207	4	generation	generation	NOUN
ajst-18564	207	5	artificial	artificial	ADJ
ajst-18564	207	6	intelligence	intelligence	NOUN
ajst-18564	207	7	innovative	innovative	ADJ
ajst-18564	207	8	applications	application	NOUN
ajst-18564	207	9	of	of	ADP
ajst-18564	207	10	large	large	ADJ
ajst-18564	207	11	language	language	NOUN
ajst-18564	207	12	models	model	NOUN
ajst-18564	207	13	and	and	CCONJ
ajst-18564	207	14	new	new	ADJ
ajst-18564	207	15	methods	method	NOUN
ajst-18564	207	16	.	.	PUNCT
ajst-18564	207	17	"	"	PUNCT
ajst-18564	208	1	old	old	ADJ
ajst-18564	208	2	and	and	CCONJ
ajst-18564	208	3	new	new	ADJ
ajst-18564	208	4	technologies	technology	NOUN
ajst-18564	208	5	of	of	ADP
ajst-18564	208	6	learning	learn	VERB
ajst-18564	208	7	development	development	NOUN
ajst-18564	208	8	in	in	ADP
ajst-18564	208	9	modern	modern	ADJ
ajst-18564	208	10	conditions	condition	NOUN
ajst-18564	208	11	(	(	PUNCT
ajst-18564	208	12	2024	2024	NUM
ajst-18564	208	13	):	):	PUNCT
ajst-18564	208	14	262	262	NUM
ajst-18564	208	15	.	.	PUNCT
ajst-18564	209	1	[	[	X
ajst-18564	209	2	22	22	NUM
ajst-18564	209	3	]	]	X
ajst-18564	209	4	w.	w.	PROPN
ajst-18564	209	5	sun	sun	PROPN
ajst-18564	209	6	,	,	PUNCT
ajst-18564	209	7	w.	w.	PROPN
ajst-18564	209	8	wan	wan	PROPN
ajst-18564	209	9	,	,	PUNCT
ajst-18564	209	10	l.	l.	PROPN
ajst-18564	209	11	pan	pan	PROPN
ajst-18564	209	12	,	,	PUNCT
ajst-18564	209	13	j.	j.	PROPN
ajst-18564	209	14	xu	xu	PROPN
ajst-18564	209	15	,	,	PUNCT
ajst-18564	209	16	and	and	CCONJ
ajst-18564	209	17	q.	q.	PROPN
ajst-18564	209	18	zeng	zeng	PROPN
ajst-18564	209	19	,	,	PUNCT
ajst-18564	209	20	“	"	PUNCT
ajst-18564	209	21	the	the	DET
ajst-18564	209	22	integration	integration	NOUN
ajst-18564	209	23	of	of	ADP
ajst-18564	209	24	large	large	ADJ
ajst-18564	209	25	-	-	PUNCT
ajst-18564	209	26	scale	scale	NOUN
ajst-18564	209	27	language	language	NOUN
ajst-18564	209	28	models	model	NOUN
ajst-18564	209	29	into	into	ADP
ajst-18564	209	30	intelligent	intelligent	ADJ
ajst-18564	209	31	adjudication	adjudication	NOUN
ajst-18564	209	32	:	:	PUNCT
ajst-18564	209	33	justification	justification	NOUN
ajst-18564	209	34	rules	rule	NOUN
ajst-18564	209	35	and	and	CCONJ
ajst-18564	209	36	implementation	implementation	NOUN
ajst-18564	209	37	pathways	pathway	NOUN
ajst-18564	209	38	”	"	PUNCT
ajst-18564	209	39	,	,	PUNCT
ajst-18564	209	40	journal	journal	NOUN
ajst-18564	209	41	of	of	ADP
ajst-18564	209	42	industrial	industrial	ADJ
ajst-18564	209	43	engineering	engineering	PROPN
ajst-18564	209	44	&	&	CCONJ
ajst-18564	209	45	amp	amp	PROPN
ajst-18564	209	46	;	;	PUNCT
ajst-18564	209	47	applied	apply	VERB
ajst-18564	209	48	science	science	NOUN
ajst-18564	209	49	,	,	PUNCT
ajst-18564	209	50	vol	vol	NOUN
ajst-18564	209	51	.	.	PROPN
ajst-18564	209	52	2	2	NUM
ajst-18564	209	53	,	,	PUNCT
ajst-18564	209	54	no	no	INTJ
ajst-18564	209	55	.	.	NOUN
ajst-18564	209	56	1	1	NUM
ajst-18564	209	57	,	,	PUNCT
ajst-18564	209	58	pp	pp	ADJ
ajst-18564	209	59	.	.	PUNCT
ajst-18564	210	1	13–20	13–20	NUM
ajst-18564	210	2	,	,	PUNCT
ajst-18564	210	3	feb	feb	PROPN
ajst-18564	210	4	.	.	PROPN
ajst-18564	210	5	2024	2024	NUM
ajst-18564	210	6	.	.	PUNCT
ajst-18564	211	1	[	[	X
ajst-18564	211	2	23	23	NUM
ajst-18564	211	3	]	]	X
ajst-18564	211	4	zhou	zhou	PROPN
ajst-18564	211	5	,	,	PUNCT
ajst-18564	211	6	yanlin	yanlin	PROPN
ajst-18564	211	7	,	,	PUNCT
ajst-18564	211	8	et	et	PROPN
ajst-18564	211	9	al	al	PROPN
ajst-18564	211	10	.	.	PUNCT
ajst-18564	212	1	"	"	PUNCT
ajst-18564	212	2	utilizing	utilize	VERB
ajst-18564	212	3	ai	ai	VERB
ajst-18564	212	4	-	-	PUNCT
ajst-18564	212	5	enhanced	enhance	VERB
ajst-18564	212	6	multi	multi	ADJ
ajst-18564	212	7	-	-	ADJ
ajst-18564	212	8	omics	omics	ADJ
ajst-18564	212	9	integration	integration	NOUN
ajst-18564	212	10	for	for	ADP
ajst-18564	212	11	predictive	predictive	ADJ
ajst-18564	212	12	modeling	modeling	NOUN
ajst-18564	212	13	of	of	ADP
ajst-18564	212	14	disease	disease	NOUN
ajst-18564	212	15	susceptibility	susceptibility	NOUN
ajst-18564	212	16	in	in	ADP
ajst-18564	212	17	functional	functional	ADJ
ajst-18564	212	18	phenotypes	phenotype	NOUN
ajst-18564	212	19	.	.	PUNCT
ajst-18564	212	20	"	"	PUNCT
ajst-18564	213	1	journal	journal	NOUN
ajst-18564	213	2	of	of	ADP
ajst-18564	213	3	theory	theory	NOUN
ajst-18564	213	4	and	and	CCONJ
ajst-18564	213	5	practice	practice	NOUN
ajst-18564	213	6	of	of	ADP
ajst-18564	213	7	engineering	engineer	VERB
ajst-18564	213	8	science	science	NOUN
ajst-18564	213	9	4.02	4.02	NUM
ajst-18564	213	10	(	(	PUNCT
ajst-18564	213	11	2024	2024	NUM
ajst-18564	213	12	):	):	PUNCT
ajst-18564	213	13	45	45	NUM
ajst-18564	213	14	-	-	SYM
ajst-18564	213	15	51	51	NUM
ajst-18564	213	16	.	.	PUNCT
ajst-18564	214	1	[	[	X
ajst-18564	214	2	24	24	NUM
ajst-18564	214	3	]	]	X
ajst-18564	214	4	chen	chen	PROPN
ajst-18564	214	5	,	,	PUNCT
ajst-18564	214	6	jianhang	jianhang	PROPN
ajst-18564	214	7	,	,	PUNCT
ajst-18564	214	8	et	et	PROPN
ajst-18564	214	9	al	al	PROPN
ajst-18564	214	10	.	.	PUNCT
ajst-18564	215	1	"	"	PUNCT
ajst-18564	215	2	one	one	NUM
ajst-18564	215	3	-	-	PUNCT
ajst-18564	215	4	stage	stage	NOUN
ajst-18564	215	5	object	object	NOUN
ajst-18564	215	6	referring	refer	VERB
ajst-18564	215	7	with	with	ADP
ajst-18564	215	8	gaze	gaze	NOUN
ajst-18564	215	9	estimation	estimation	NOUN
ajst-18564	215	10	.	.	PUNCT
ajst-18564	215	11	"	"	PUNCT
ajst-18564	216	1	proceedings	proceeding	NOUN
ajst-18564	216	2	of	of	ADP
ajst-18564	216	3	the	the	DET
ajst-18564	216	4	ieee	ieee	NOUN
ajst-18564	216	5	/	/	SYM
ajst-18564	216	6	cvf	cvf	NOUN
ajst-18564	216	7	conference	conference	NOUN
ajst-18564	216	8	on	on	ADP
ajst-18564	216	9	computer	computer	NOUN
ajst-18564	216	10	vision	vision	NOUN
ajst-18564	216	11	and	and	CCONJ
ajst-18564	216	12	pattern	pattern	NOUN
ajst-18564	216	13	recognition	recognition	NOUN
ajst-18564	216	14	.	.	PUNCT
ajst-18564	217	1	2022	2022	NUM
ajst-18564	217	2	.	.	PUNCT
ajst-18564	218	1	[	[	X
ajst-18564	218	2	25	25	NUM
ajst-18564	218	3	]	]	X
ajst-18564	218	4	liang	liang	PROPN
ajst-18564	218	5	,	,	PUNCT
ajst-18564	218	6	penghao	penghao	PROPN
ajst-18564	218	7	,	,	PUNCT
ajst-18564	218	8	et	et	PROPN
ajst-18564	218	9	al	al	PROPN
ajst-18564	218	10	.	.	PUNCT
ajst-18564	218	11	"	"	PUNCT
ajst-18564	218	12	enhancing	enhance	VERB
ajst-18564	218	13	security	security	NOUN
ajst-18564	218	14	in	in	ADP
ajst-18564	218	15	devops	devop	NOUN
ajst-18564	218	16	by	by	ADP
ajst-18564	218	17	integrating	integrate	VERB
ajst-18564	218	18	artificial	artificial	ADJ
ajst-18564	218	19	intelligence	intelligence	NOUN
ajst-18564	218	20	and	and	CCONJ
ajst-18564	218	21	machine	machine	NOUN
ajst-18564	218	22	learning	learning	NOUN
ajst-18564	218	23	.	.	PUNCT
ajst-18564	218	24	"	"	PUNCT
ajst-18564	219	1	journal	journal	NOUN
ajst-18564	219	2	of	of	ADP
ajst-18564	219	3	theory	theory	NOUN
ajst-18564	219	4	and	and	CCONJ
ajst-18564	219	5	practice	practice	NOUN
ajst-18564	219	6	of	of	ADP
ajst-18564	219	7	engineering	engineer	VERB
ajst-18564	219	8	science	science	NOUN
ajst-18564	219	9	4.02	4.02	NUM
ajst-18564	219	10	(	(	PUNCT
ajst-18564	219	11	2024	2024	NUM
ajst-18564	219	12	):	):	PUNCT
ajst-18564	219	13	31	31	NUM
ajst-18564	219	14	-	-	SYM
ajst-18564	219	15	37	37	NUM
ajst-18564	219	16	.	.	PUNCT
ajst-18564	220	1	[	[	X
ajst-18564	220	2	26	26	NUM
ajst-18564	220	3	]	]	X
ajst-18564	220	4	zhang	zhang	PROPN
ajst-18564	220	5	,	,	PUNCT
ajst-18564	220	6	chenwei	chenwei	PROPN
ajst-18564	220	7	,	,	PUNCT
ajst-18564	220	8	et	et	PROPN
ajst-18564	220	9	al	al	PROPN
ajst-18564	220	10	.	.	PUNCT
ajst-18564	221	1	"	"	PUNCT
ajst-18564	221	2	segnet	segnet	NOUN
ajst-18564	221	3	network	network	NOUN
ajst-18564	221	4	architecture	architecture	NOUN
ajst-18564	221	5	for	for	ADP
ajst-18564	221	6	deep	deep	ADJ
ajst-18564	221	7	learning	learn	VERB
ajst-18564	221	8	image	image	NOUN
ajst-18564	221	9	segmentation	segmentation	NOUN
ajst-18564	221	10	and	and	CCONJ
ajst-18564	221	11	its	its	PRON
ajst-18564	221	12	integrated	integrate	VERB
ajst-18564	221	13	applications	application	NOUN
ajst-18564	221	14	and	and	CCONJ
ajst-18564	221	15	prospects	prospect	NOUN
ajst-18564	221	16	.	.	PUNCT
ajst-18564	221	17	"	"	PUNCT
ajst-18564	222	1	academic	academic	ADJ
ajst-18564	222	2	journal	journal	NOUN
ajst-18564	222	3	of	of	ADP
ajst-18564	222	4	science	science	NOUN
ajst-18564	222	5	and	and	CCONJ
ajst-18564	222	6	technology	technology	NOUN
ajst-18564	222	7	9.2	9.2	NUM
ajst-18564	222	8	(	(	PUNCT
ajst-18564	222	9	2024	2024	NUM
ajst-18564	222	10	):	):	PUNCT
ajst-18564	222	11	224	224	NUM
ajst-18564	222	12	-	-	SYM
ajst-18564	222	13	229	229	NUM
ajst-18564	222	14	.	.	PUNCT
ajst-18564	223	1	[	[	X
ajst-18564	223	2	27	27	NUM
ajst-18564	223	3	]	]	X
ajst-18564	223	4	wang	wang	PROPN
ajst-18564	223	5	,	,	PUNCT
ajst-18564	223	6	yong	yong	PROPN
ajst-18564	223	7	,	,	PUNCT
ajst-18564	223	8	et	et	PROPN
ajst-18564	223	9	al	al	PROPN
ajst-18564	223	10	.	.	PUNCT
ajst-18564	224	1	"	"	PUNCT
ajst-18564	224	2	autonomous	autonomous	ADJ
ajst-18564	224	3	driving	driving	NOUN
ajst-18564	224	4	system	system	NOUN
ajst-18564	224	5	driven	drive	VERB
ajst-18564	224	6	by	by	ADP
ajst-18564	224	7	artificial	artificial	ADJ
ajst-18564	224	8	intelligence	intelligence	NOUN
ajst-18564	224	9	perception	perception	NOUN
ajst-18564	224	10	fusion	fusion	NOUN
ajst-18564	224	11	.	.	PUNCT
ajst-18564	224	12	"	"	PUNCT
ajst-18564	225	1	academic	academic	ADJ
ajst-18564	225	2	journal	journal	NOUN
ajst-18564	225	3	of	of	ADP
ajst-18564	225	4	science	science	NOUN
ajst-18564	225	5	and	and	CCONJ
ajst-18564	225	6	technology	technology	NOUN
ajst-18564	225	7	9.2	9.2	NUM
ajst-18564	225	8	(	(	PUNCT
ajst-18564	225	9	2024	2024	NUM
ajst-18564	225	10	):	):	PUNCT
ajst-18564	225	11	193	193	NUM
ajst-18564	225	12	-	-	SYM
ajst-18564	225	13	198	198	NUM
ajst-18564	225	14	.	.	PUNCT
ajst-18564	226	1	[	[	X
ajst-18564	226	2	28	28	NUM
ajst-18564	226	3	]	]	X
ajst-18564	226	4	zhang	zhang	PROPN
ajst-18564	226	5	,	,	PUNCT
ajst-18564	226	6	quan	quan	PROPN
ajst-18564	226	7	,	,	PUNCT
ajst-18564	226	8	et	et	PROPN
ajst-18564	226	9	al	al	PROPN
ajst-18564	226	10	.	.	PUNCT
ajst-18564	227	1	"	"	PUNCT
ajst-18564	227	2	application	application	NOUN
ajst-18564	227	3	of	of	ADP
ajst-18564	227	4	the	the	DET
ajst-18564	227	5	alphafold2	alphafold2	ADJ
ajst-18564	227	6	protein	protein	NOUN
ajst-18564	227	7	prediction	prediction	NOUN
ajst-18564	227	8	algorithm	algorithm	NOUN
ajst-18564	227	9	based	base	VERB
ajst-18564	227	10	on	on	ADP
ajst-18564	227	11	artificial	artificial	ADJ
ajst-18564	227	12	intelligence	intelligence	NOUN
ajst-18564	227	13	.	.	PUNCT
ajst-18564	227	14	"	"	PUNCT
ajst-18564	228	1	journal	journal	NOUN
ajst-18564	228	2	of	of	ADP
ajst-18564	228	3	theory	theory	NOUN
ajst-18564	228	4	and	and	CCONJ
ajst-18564	228	5	practice	practice	NOUN
ajst-18564	228	6	of	of	ADP
ajst-18564	228	7	engineering	engineer	VERB
ajst-18564	228	8	science	science	NOUN
ajst-18564	228	9	4.02	4.02	NUM
ajst-18564	228	10	(	(	PUNCT
ajst-18564	228	11	2024	2024	NUM
ajst-18564	228	12	):	):	PUNCT
ajst-18564	228	13	5865	5865	NUM
ajst-18564	228	14	.	.	PUNCT
ajst-18564	229	1	[	[	X
ajst-18564	229	2	29	29	NUM
ajst-18564	229	3	]	]	SYM
ajst-18564	229	4	yu	yu	PROPN
ajst-18564	229	5	,	,	PUNCT
ajst-18564	229	6	hanyi	hanyi	PROPN
ajst-18564	229	7	,	,	PUNCT
ajst-18564	229	8	et	et	PROPN
ajst-18564	229	9	al	al	PROPN
ajst-18564	229	10	.	.	PUNCT
ajst-18564	230	1	"	"	PUNCT
ajst-18564	230	2	machine	machine	NOUN
ajst-18564	230	3	learning	learning	NOUN
ajst-18564	230	4	-	-	PUNCT
ajst-18564	230	5	based	base	VERB
ajst-18564	230	6	vehicle	vehicle	NOUN
ajst-18564	230	7	intention	intention	NOUN
ajst-18564	230	8	trajectory	trajectory	NOUN
ajst-18564	230	9	recognition	recognition	NOUN
ajst-18564	230	10	and	and	CCONJ
ajst-18564	230	11	prediction	prediction	NOUN
ajst-18564	230	12	for	for	ADP
ajst-18564	230	13	autonomous	autonomous	ADJ
ajst-18564	230	14	driving	driving	NOUN
ajst-18564	230	15	.	.	PUNCT
ajst-18564	230	16	"	"	PUNCT
ajst-18564	231	1	arxiv	arxiv	PROPN
ajst-18564	231	2	preprint	preprint	NOUN
ajst-18564	231	3	arxiv:2402.16036	arxiv:2402.16036	NOUN
ajst-18564	231	4	(	(	PUNCT
ajst-18564	231	5	2024	2024	NUM
ajst-18564	231	6	)	)	PUNCT
ajst-18564	231	7	.	.	PUNCT
ajst-18564	232	1	[	[	X
ajst-18564	232	2	30	30	NUM
ajst-18564	232	3	]	]	X
ajst-18564	232	4	huo	huo	NOUN
ajst-18564	232	5	,	,	PUNCT
ajst-18564	232	6	shuning	shuning	NOUN
ajst-18564	232	7	,	,	PUNCT
ajst-18564	232	8	et	et	PROPN
ajst-18564	232	9	al	al	PROPN
ajst-18564	232	10	.	.	PUNCT
ajst-18564	233	1	"	"	PUNCT
ajst-18564	233	2	deep	deep	ADJ
ajst-18564	233	3	learning	learning	NOUN
ajst-18564	233	4	approaches	approach	NOUN
ajst-18564	233	5	for	for	ADP
ajst-18564	233	6	improving	improve	VERB
ajst-18564	233	7	question	question	NOUN
ajst-18564	233	8	answering	answer	VERB
ajst-18564	233	9	systems	system	NOUN
ajst-18564	233	10	in	in	ADP
ajst-18564	233	11	hepatocellular	hepatocellular	ADJ
ajst-18564	233	12	carcinoma	carcinoma	NOUN
ajst-18564	233	13	research	research	NOUN
ajst-18564	233	14	.	.	PUNCT
ajst-18564	233	15	"	"	PUNCT
ajst-18564	234	1	arxiv	arxiv	PROPN
ajst-18564	234	2	preprint	preprint	PROPN
ajst-18564	234	3	arxiv:2402.16038	arxiv:2402.16038	PROPN
ajst-18564	234	4	(	(	PUNCT
ajst-18564	234	5	2024	2024	NUM
ajst-18564	234	6	)	)	PUNCT
ajst-18564	234	7	.	.	PUNCT