id	sid	tid	token	lemma	pos
ajst-26226	1	1	academic	academic	ADJ
ajst-26226	1	2	journal	journal	NOUN
ajst-26226	1	3	of	of	ADP
ajst-26226	1	4	science	science	NOUN
ajst-26226	1	5	and	and	CCONJ
ajst-26226	1	6	technology	technology	NOUN
ajst-26226	1	7	issn	issn	NOUN
ajst-26226	1	8	:	:	PUNCT
ajst-26226	1	9	2771	2771	NUM
ajst-26226	1	10	-	-	SYM
ajst-26226	1	11	3032	3032	NUM
ajst-26226	1	12	|	|	NOUN
ajst-26226	1	13	vol	vol	NOUN
ajst-26226	1	14	.	.	PROPN
ajst-26226	2	1	12	12	NUM
ajst-26226	2	2	,	,	PUNCT
ajst-26226	2	3	no	no	INTJ
ajst-26226	2	4	.	.	NOUN
ajst-26226	2	5	3	3	NUM
ajst-26226	2	6	,	,	PUNCT
ajst-26226	2	7	2024	2024	NUM
ajst-26226	2	8	242	242	NUM
ajst-26226	2	9	research	research	NOUN
ajst-26226	2	10	on	on	ADP
ajst-26226	2	11	ship	ship	NOUN
ajst-26226	2	12	data	datum	NOUN
ajst-26226	2	13	analysis	analysis	NOUN
ajst-26226	2	14	platform	platform	NOUN
ajst-26226	2	15	development	development	NOUN
ajst-26226	2	16	and	and	CCONJ
ajst-26226	2	17	its	its	PRON
ajst-26226	2	18	application	application	NOUN
ajst-26226	2	19	in	in	ADP
ajst-26226	2	20	teaching	teach	VERB
ajst-26226	2	21	juan	juan	PROPN
ajst-26226	2	22	zhang	zhang	PROPN
ajst-26226	2	23	,	,	PUNCT
ajst-26226	2	24	enze	enze	PROPN
ajst-26226	2	25	wu	wu	PROPN
ajst-26226	2	26	,	,	PUNCT
ajst-26226	2	27	taizhi	taizhi	PROPN
ajst-26226	2	28	lv	lv	PROPN
ajst-26226	2	29	college	college	PROPN
ajst-26226	2	30	of	of	ADP
ajst-26226	2	31	information	information	NOUN
ajst-26226	2	32	engineering	engineering	PROPN
ajst-26226	2	33	,	,	PUNCT
ajst-26226	2	34	jiangsu	jiangsu	PROPN
ajst-26226	2	35	maritime	maritime	PROPN
ajst-26226	2	36	institute	institute	PROPN
ajst-26226	2	37	,	,	PUNCT
ajst-26226	2	38	nanjing	nanjing	PROPN
ajst-26226	2	39	,	,	PUNCT
ajst-26226	2	40	211170	211170	NUM
ajst-26226	2	41	,	,	PUNCT
ajst-26226	2	42	china	china	PROPN
ajst-26226	2	43	abstract	abstract	PROPN
ajst-26226	2	44	:	:	PUNCT
ajst-26226	2	45	this	this	DET
ajst-26226	2	46	paper	paper	NOUN
ajst-26226	2	47	delves	delve	VERB
ajst-26226	2	48	into	into	ADP
ajst-26226	2	49	the	the	DET
ajst-26226	2	50	significant	significant	ADJ
ajst-26226	2	51	importance	importance	NOUN
ajst-26226	2	52	of	of	ADP
ajst-26226	2	53	developing	develop	VERB
ajst-26226	2	54	a	a	DET
ajst-26226	2	55	ship	ship	NOUN
ajst-26226	2	56	data	datum	NOUN
ajst-26226	2	57	analysis	analysis	NOUN
ajst-26226	2	58	platform	platform	NOUN
ajst-26226	2	59	,	,	PUNCT
ajst-26226	2	60	which	which	PRON
ajst-26226	2	61	aims	aim	VERB
ajst-26226	2	62	to	to	PART
ajst-26226	2	63	enhance	enhance	VERB
ajst-26226	2	64	the	the	DET
ajst-26226	2	65	operational	operational	ADJ
ajst-26226	2	66	efficiency	efficiency	NOUN
ajst-26226	2	67	and	and	CCONJ
ajst-26226	2	68	safety	safety	NOUN
ajst-26226	2	69	of	of	ADP
ajst-26226	2	70	the	the	DET
ajst-26226	2	71	shipping	shipping	NOUN
ajst-26226	2	72	industry	industry	NOUN
ajst-26226	2	73	by	by	ADP
ajst-26226	2	74	integrating	integrate	VERB
ajst-26226	2	75	big	big	ADJ
ajst-26226	2	76	data	datum	NOUN
ajst-26226	2	77	processing	processing	NOUN
ajst-26226	2	78	technologies	technology	NOUN
ajst-26226	2	79	.	.	PUNCT
ajst-26226	3	1	the	the	DET
ajst-26226	3	2	development	development	NOUN
ajst-26226	3	3	of	of	ADP
ajst-26226	3	4	the	the	DET
ajst-26226	3	5	platform	platform	NOUN
ajst-26226	3	6	centers	center	NOUN
ajst-26226	3	7	on	on	ADP
ajst-26226	3	8	crucial	crucial	ADJ
ajst-26226	3	9	aspects	aspect	NOUN
ajst-26226	3	10	such	such	ADJ
ajst-26226	3	11	as	as	ADP
ajst-26226	3	12	data	data	NOUN
ajst-26226	3	13	collection	collection	NOUN
ajst-26226	3	14	,	,	PUNCT
ajst-26226	3	15	preprocessing	preprocessing	NOUN
ajst-26226	3	16	,	,	PUNCT
ajst-26226	3	17	analysis	analysis	NOUN
ajst-26226	3	18	,	,	PUNCT
ajst-26226	3	19	and	and	CCONJ
ajst-26226	3	20	visualization	visualization	NOUN
ajst-26226	3	21	,	,	PUNCT
ajst-26226	3	22	enabling	enable	VERB
ajst-26226	3	23	real	real	ADJ
ajst-26226	3	24	-	-	PUNCT
ajst-26226	3	25	time	time	NOUN
ajst-26226	3	26	monitoring	monitoring	NOUN
ajst-26226	3	27	and	and	CCONJ
ajst-26226	3	28	intelligent	intelligent	ADJ
ajst-26226	3	29	prediction	prediction	NOUN
ajst-26226	3	30	of	of	ADP
ajst-26226	3	31	ship	ship	NOUN
ajst-26226	3	32	operational	operational	ADJ
ajst-26226	3	33	status	status	NOUN
ajst-26226	3	34	.	.	PUNCT
ajst-26226	4	1	this	this	DET
ajst-26226	4	2	platform	platform	NOUN
ajst-26226	4	3	not	not	PART
ajst-26226	4	4	only	only	ADV
ajst-26226	4	5	assists	assist	NOUN
ajst-26226	4	6	in	in	ADP
ajst-26226	4	7	optimizing	optimize	VERB
ajst-26226	4	8	route	route	NOUN
ajst-26226	4	9	planning	planning	NOUN
ajst-26226	4	10	and	and	CCONJ
ajst-26226	4	11	reducing	reduce	VERB
ajst-26226	4	12	energy	energy	NOUN
ajst-26226	4	13	consumption	consumption	NOUN
ajst-26226	4	14	costs	cost	NOUN
ajst-26226	4	15	but	but	CCONJ
ajst-26226	4	16	also	also	ADV
ajst-26226	4	17	provides	provide	VERB
ajst-26226	4	18	robust	robust	ADJ
ajst-26226	4	19	support	support	NOUN
ajst-26226	4	20	for	for	ADP
ajst-26226	4	21	navigational	navigational	ADJ
ajst-26226	4	22	safety	safety	NOUN
ajst-26226	4	23	.	.	PUNCT
ajst-26226	5	1	in	in	ADP
ajst-26226	5	2	project	project	NOUN
ajst-26226	5	3	-	-	PUNCT
ajst-26226	5	4	based	base	VERB
ajst-26226	5	5	teaching	teaching	NOUN
ajst-26226	5	6	,	,	PUNCT
ajst-26226	5	7	this	this	DET
ajst-26226	5	8	platform	platform	NOUN
ajst-26226	5	9	serves	serve	VERB
ajst-26226	5	10	as	as	ADP
ajst-26226	5	11	a	a	DET
ajst-26226	5	12	bridge	bridge	NOUN
ajst-26226	5	13	between	between	ADP
ajst-26226	5	14	theory	theory	NOUN
ajst-26226	5	15	and	and	CCONJ
ajst-26226	5	16	practice	practice	NOUN
ajst-26226	5	17	,	,	PUNCT
ajst-26226	5	18	cultivating	cultivate	VERB
ajst-26226	5	19	students	student	NOUN
ajst-26226	5	20	'	'	PART
ajst-26226	5	21	abilities	ability	NOUN
ajst-26226	5	22	in	in	ADP
ajst-26226	5	23	big	big	ADJ
ajst-26226	5	24	data	datum	NOUN
ajst-26226	5	25	processing	processing	NOUN
ajst-26226	5	26	and	and	CCONJ
ajst-26226	5	27	analysis	analysis	NOUN
ajst-26226	5	28	through	through	ADP
ajst-26226	5	29	case	case	NOUN
ajst-26226	5	30	studies	study	NOUN
ajst-26226	5	31	,	,	PUNCT
ajst-26226	5	32	practical	practical	ADJ
ajst-26226	5	33	exercises	exercise	NOUN
ajst-26226	5	34	,	,	PUNCT
ajst-26226	5	35	and	and	CCONJ
ajst-26226	5	36	other	other	ADJ
ajst-26226	5	37	forms	form	NOUN
ajst-26226	5	38	,	,	PUNCT
ajst-26226	5	39	thereby	thereby	ADV
ajst-26226	5	40	promoting	promote	VERB
ajst-26226	5	41	the	the	DET
ajst-26226	5	42	cultivation	cultivation	NOUN
ajst-26226	5	43	of	of	ADP
ajst-26226	5	44	high	high	ADJ
ajst-26226	5	45	-	-	PUNCT
ajst-26226	5	46	quality	quality	NOUN
ajst-26226	5	47	talents	talent	NOUN
ajst-26226	5	48	and	and	CCONJ
ajst-26226	5	49	technological	technological	ADJ
ajst-26226	5	50	innovation	innovation	NOUN
ajst-26226	5	51	in	in	ADP
ajst-26226	5	52	the	the	DET
ajst-26226	5	53	field	field	NOUN
ajst-26226	5	54	of	of	ADP
ajst-26226	5	55	shipping	shipping	NOUN
ajst-26226	5	56	.	.	PUNCT
ajst-26226	6	1	keywords	keyword	NOUN
ajst-26226	6	2	:	:	PUNCT
ajst-26226	6	3	ship	ship	NOUN
ajst-26226	6	4	data	datum	NOUN
ajst-26226	6	5	analysis	analysis	NOUN
ajst-26226	6	6	,	,	PUNCT
ajst-26226	6	7	big	big	ADJ
ajst-26226	6	8	data	datum	NOUN
ajst-26226	6	9	technology	technology	NOUN
ajst-26226	6	10	,	,	PUNCT
ajst-26226	6	11	multi	multi	ADJ
ajst-26226	6	12	-	-	ADJ
ajst-26226	6	13	level	level	ADJ
ajst-26226	6	14	data	datum	NOUN
ajst-26226	6	15	storage	storage	NOUN
ajst-26226	6	16	architecture	architecture	NOUN
ajst-26226	6	17	,	,	PUNCT
ajst-26226	6	18	data	data	NOUN
ajst-26226	6	19	acquisition	acquisition	NOUN
ajst-26226	6	20	,	,	PUNCT
ajst-26226	6	21	project	project	NOUN
ajst-26226	6	22	-	-	PUNCT
ajst-26226	6	23	based	base	VERB
ajst-26226	6	24	teaching	teaching	NOUN
ajst-26226	6	25	,	,	PUNCT
ajst-26226	6	26	ideological	ideological	ADJ
ajst-26226	6	27	and	and	CCONJ
ajst-26226	6	28	political	political	ADJ
ajst-26226	6	29	education	education	NOUN
ajst-26226	6	30	in	in	ADP
ajst-26226	6	31	courses	course	NOUN
ajst-26226	6	32	.	.	PUNCT
ajst-26226	7	1	1	1	X
ajst-26226	7	2	.	.	X
ajst-26226	7	3	introduction	introduction	NOUN
ajst-26226	7	4	in	in	ADP
ajst-26226	7	5	the	the	DET
ajst-26226	7	6	era	era	NOUN
ajst-26226	7	7	of	of	ADP
ajst-26226	7	8	big	big	ADJ
ajst-26226	7	9	data	datum	NOUN
ajst-26226	7	10	,	,	PUNCT
ajst-26226	7	11	the	the	DET
ajst-26226	7	12	importance	importance	NOUN
ajst-26226	7	13	of	of	ADP
ajst-26226	7	14	ship	ship	NOUN
ajst-26226	7	15	data	datum	NOUN
ajst-26226	7	16	analysis	analysis	NOUN
ajst-26226	7	17	has	have	AUX
ajst-26226	7	18	become	become	VERB
ajst-26226	7	19	increasingly	increasingly	ADV
ajst-26226	7	20	prominent	prominent	ADJ
ajst-26226	7	21	,	,	PUNCT
ajst-26226	7	22	serving	serve	VERB
ajst-26226	7	23	as	as	ADP
ajst-26226	7	24	a	a	DET
ajst-26226	7	25	crucial	crucial	ADJ
ajst-26226	7	26	force	force	NOUN
ajst-26226	7	27	driving	drive	VERB
ajst-26226	7	28	the	the	DET
ajst-26226	7	29	transformation	transformation	NOUN
ajst-26226	7	30	and	and	CCONJ
ajst-26226	7	31	upgrading	upgrading	NOUN
ajst-26226	7	32	of	of	ADP
ajst-26226	7	33	the	the	DET
ajst-26226	7	34	shipping	shipping	NOUN
ajst-26226	7	35	industry	industry	NOUN
ajst-26226	7	36	.	.	PUNCT
ajst-26226	8	1	with	with	ADP
ajst-26226	8	2	the	the	DET
ajst-26226	8	3	rapid	rapid	ADJ
ajst-26226	8	4	development	development	NOUN
ajst-26226	8	5	of	of	ADP
ajst-26226	8	6	information	information	NOUN
ajst-26226	8	7	technology	technology	NOUN
ajst-26226	8	8	,	,	PUNCT
ajst-26226	8	9	the	the	DET
ajst-26226	8	10	volume	volume	NOUN
ajst-26226	8	11	of	of	ADP
ajst-26226	8	12	data	datum	NOUN
ajst-26226	8	13	generated	generate	VERB
ajst-26226	8	14	during	during	ADP
ajst-26226	8	15	ship	ship	NOUN
ajst-26226	8	16	operations	operation	NOUN
ajst-26226	8	17	has	have	AUX
ajst-26226	8	18	exploded	explode	VERB
ajst-26226	8	19	,	,	PUNCT
ajst-26226	8	20	covering	cover	VERB
ajst-26226	8	21	various	various	ADJ
ajst-26226	8	22	dimensions	dimension	NOUN
ajst-26226	8	23	such	such	ADJ
ajst-26226	8	24	as	as	ADP
ajst-26226	8	25	navigation	navigation	NOUN
ajst-26226	8	26	status	status	NOUN
ajst-26226	8	27	,	,	PUNCT
ajst-26226	8	28	cargo	cargo	NOUN
ajst-26226	8	29	information	information	NOUN
ajst-26226	8	30	,	,	PUNCT
ajst-26226	8	31	energy	energy	NOUN
ajst-26226	8	32	consumption	consumption	NOUN
ajst-26226	8	33	,	,	PUNCT
ajst-26226	8	34	and	and	CCONJ
ajst-26226	8	35	equipment	equipment	NOUN
ajst-26226	8	36	maintenance	maintenance	NOUN
ajst-26226	8	37	,	,	PUNCT
ajst-26226	8	38	forming	form	VERB
ajst-26226	8	39	the	the	DET
ajst-26226	8	40	cornerstone	cornerstone	NOUN
ajst-26226	8	41	of	of	ADP
ajst-26226	8	42	shipping	ship	VERB
ajst-26226	8	43	big	big	ADJ
ajst-26226	8	44	data	datum	NOUN
ajst-26226	9	1	[	[	X
ajst-26226	9	2	1	1	NUM
ajst-26226	9	3	]	]	PUNCT
ajst-26226	9	4	.	.	PUNCT
ajst-26226	10	1	the	the	DET
ajst-26226	10	2	application	application	NOUN
ajst-26226	10	3	of	of	ADP
ajst-26226	10	4	ship	ship	NOUN
ajst-26226	10	5	data	datum	NOUN
ajst-26226	10	6	analysis	analysis	NOUN
ajst-26226	10	7	primarily	primarily	ADV
ajst-26226	10	8	lies	lie	VERB
ajst-26226	10	9	in	in	ADP
ajst-26226	10	10	enhancing	enhance	VERB
ajst-26226	10	11	operational	operational	ADJ
ajst-26226	10	12	efficiency	efficiency	NOUN
ajst-26226	10	13	.	.	PUNCT
ajst-26226	11	1	through	through	ADP
ajst-26226	11	2	deep	deep	ADJ
ajst-26226	11	3	mining	mining	NOUN
ajst-26226	11	4	of	of	ADP
ajst-26226	11	5	navigation	navigation	NOUN
ajst-26226	11	6	data	datum	NOUN
ajst-26226	11	7	,	,	PUNCT
ajst-26226	11	8	it	it	PRON
ajst-26226	11	9	is	be	AUX
ajst-26226	11	10	possible	possible	ADJ
ajst-26226	11	11	to	to	PART
ajst-26226	11	12	optimize	optimize	VERB
ajst-26226	11	13	route	route	NOUN
ajst-26226	11	14	planning	planning	NOUN
ajst-26226	11	15	,	,	PUNCT
ajst-26226	11	16	reduce	reduce	VERB
ajst-26226	11	17	unnecessary	unnecessary	ADJ
ajst-26226	11	18	sailing	sailing	NOUN
ajst-26226	11	19	time	time	NOUN
ajst-26226	11	20	and	and	CCONJ
ajst-26226	11	21	energy	energy	NOUN
ajst-26226	11	22	consumption	consumption	NOUN
ajst-26226	11	23	,	,	PUNCT
ajst-26226	11	24	thereby	thereby	ADV
ajst-26226	11	25	lowering	lower	VERB
ajst-26226	11	26	costs	cost	NOUN
ajst-26226	11	27	[	[	X
ajst-26226	11	28	2	2	NUM
ajst-26226	11	29	]	]	PUNCT
ajst-26226	11	30	.	.	PUNCT
ajst-26226	12	1	at	at	ADP
ajst-26226	12	2	the	the	DET
ajst-26226	12	3	same	same	ADJ
ajst-26226	12	4	time	time	NOUN
ajst-26226	12	5	,	,	PUNCT
ajst-26226	12	6	meticulous	meticulous	ADJ
ajst-26226	12	7	management	management	NOUN
ajst-26226	12	8	of	of	ADP
ajst-26226	12	9	cargo	cargo	NOUN
ajst-26226	12	10	loading	loading	NOUN
ajst-26226	12	11	and	and	CCONJ
ajst-26226	12	12	unloading	unloading	NOUN
ajst-26226	12	13	processes	process	NOUN
ajst-26226	12	14	can	can	AUX
ajst-26226	12	15	significantly	significantly	ADV
ajst-26226	12	16	improve	improve	VERB
ajst-26226	12	17	port	port	NOUN
ajst-26226	12	18	operation	operation	NOUN
ajst-26226	12	19	efficiency	efficiency	NOUN
ajst-26226	12	20	,	,	PUNCT
ajst-26226	12	21	reducing	reduce	VERB
ajst-26226	12	22	waiting	waiting	NOUN
ajst-26226	12	23	times	time	NOUN
ajst-26226	12	24	and	and	CCONJ
ajst-26226	12	25	waste	waste	NOUN
ajst-26226	12	26	of	of	ADP
ajst-26226	12	27	resources	resource	NOUN
ajst-26226	12	28	.	.	PUNCT
ajst-26226	13	1	secondly	secondly	ADV
ajst-26226	13	2	,	,	PUNCT
ajst-26226	13	3	data	datum	NOUN
ajst-26226	13	4	analysis	analysis	NOUN
ajst-26226	13	5	plays	play	VERB
ajst-26226	13	6	an	an	DET
ajst-26226	13	7	irreplaceable	irreplaceable	ADJ
ajst-26226	13	8	role	role	NOUN
ajst-26226	13	9	in	in	ADP
ajst-26226	13	10	ensuring	ensure	VERB
ajst-26226	13	11	navigation	navigation	NOUN
ajst-26226	13	12	safety	safety	NOUN
ajst-26226	13	13	.	.	PUNCT
ajst-26226	14	1	by	by	ADP
ajst-26226	14	2	analyzing	analyze	VERB
ajst-26226	14	3	historical	historical	ADJ
ajst-26226	14	4	accident	accident	NOUN
ajst-26226	14	5	data	datum	NOUN
ajst-26226	14	6	,	,	PUNCT
ajst-26226	14	7	potential	potential	ADJ
ajst-26226	14	8	safety	safety	NOUN
ajst-26226	14	9	hazards	hazard	NOUN
ajst-26226	14	10	can	can	AUX
ajst-26226	14	11	be	be	AUX
ajst-26226	14	12	identified	identify	VERB
ajst-26226	14	13	,	,	PUNCT
ajst-26226	14	14	allowing	allow	VERB
ajst-26226	14	15	for	for	ADP
ajst-26226	14	16	timely	timely	ADJ
ajst-26226	14	17	preventive	preventive	ADJ
ajst-26226	14	18	measures	measure	NOUN
ajst-26226	14	19	to	to	PART
ajst-26226	14	20	be	be	AUX
ajst-26226	14	21	taken	take	VERB
ajst-26226	14	22	.	.	PUNCT
ajst-26226	15	1	furthermore	furthermore	ADV
ajst-26226	15	2	,	,	PUNCT
ajst-26226	15	3	real	real	ADJ
ajst-26226	15	4	-	-	PUNCT
ajst-26226	15	5	time	time	NOUN
ajst-26226	15	6	monitoring	monitoring	NOUN
ajst-26226	15	7	of	of	ADP
ajst-26226	15	8	ship	ship	NOUN
ajst-26226	15	9	status	status	NOUN
ajst-26226	15	10	enables	enable	VERB
ajst-26226	15	11	the	the	DET
ajst-26226	15	12	prompt	prompt	ADJ
ajst-26226	15	13	detection	detection	NOUN
ajst-26226	15	14	and	and	CCONJ
ajst-26226	15	15	handling	handling	NOUN
ajst-26226	15	16	of	of	ADP
ajst-26226	15	17	abnormalities	abnormality	NOUN
ajst-26226	15	18	,	,	PUNCT
ajst-26226	15	19	ensuring	ensure	VERB
ajst-26226	15	20	the	the	DET
ajst-26226	15	21	safety	safety	NOUN
ajst-26226	15	22	and	and	CCONJ
ajst-26226	15	23	control	control	NOUN
ajst-26226	15	24	of	of	ADP
ajst-26226	15	25	the	the	DET
ajst-26226	15	26	navigation	navigation	NOUN
ajst-26226	15	27	process	process	NOUN
ajst-26226	15	28	.	.	PUNCT
ajst-26226	16	1	additionally	additionally	ADV
ajst-26226	16	2	,	,	PUNCT
ajst-26226	16	3	ship	ship	NOUN
ajst-26226	16	4	data	datum	NOUN
ajst-26226	16	5	analysis	analysis	NOUN
ajst-26226	16	6	contributes	contribute	VERB
ajst-26226	16	7	to	to	ADP
ajst-26226	16	8	enhancing	enhance	VERB
ajst-26226	16	9	the	the	DET
ajst-26226	16	10	scientific	scientific	ADJ
ajst-26226	16	11	nature	nature	NOUN
ajst-26226	16	12	of	of	ADP
ajst-26226	16	13	decisionmaking	decisionmake	VERB
ajst-26226	16	14	.	.	PUNCT
ajst-26226	17	1	prediction	prediction	NOUN
ajst-26226	17	2	models	model	NOUN
ajst-26226	17	3	based	base	VERB
ajst-26226	17	4	on	on	ADP
ajst-26226	17	5	big	big	ADJ
ajst-26226	17	6	data	datum	NOUN
ajst-26226	17	7	can	can	AUX
ajst-26226	17	8	accurately	accurately	ADV
ajst-26226	17	9	forecast	forecast	VERB
ajst-26226	17	10	market	market	NOUN
ajst-26226	17	11	trends	trend	NOUN
ajst-26226	17	12	and	and	CCONJ
ajst-26226	17	13	cargo	cargo	NOUN
ajst-26226	17	14	demand	demand	NOUN
ajst-26226	17	15	,	,	PUNCT
ajst-26226	17	16	providing	provide	VERB
ajst-26226	17	17	strong	strong	ADJ
ajst-26226	17	18	support	support	NOUN
ajst-26226	17	19	for	for	ADP
ajst-26226	17	20	the	the	DET
ajst-26226	17	21	strategic	strategic	ADJ
ajst-26226	17	22	planning	planning	NOUN
ajst-26226	17	23	of	of	ADP
ajst-26226	17	24	shipping	shipping	NOUN
ajst-26226	17	25	companies	company	NOUN
ajst-26226	17	26	.	.	PUNCT
ajst-26226	18	1	meanwhile	meanwhile	ADV
ajst-26226	18	2	,	,	PUNCT
ajst-26226	18	3	detailed	detailed	ADJ
ajst-26226	18	4	analysis	analysis	NOUN
ajst-26226	18	5	of	of	ADP
ajst-26226	18	6	operational	operational	ADJ
ajst-26226	18	7	costs	cost	NOUN
ajst-26226	18	8	can	can	AUX
ajst-26226	18	9	also	also	ADV
ajst-26226	18	10	help	help	VERB
ajst-26226	18	11	companies	company	NOUN
ajst-26226	18	12	identify	identify	VERB
ajst-26226	18	13	breakthrough	breakthrough	ADJ
ajst-26226	18	14	points	point	NOUN
ajst-26226	18	15	for	for	ADP
ajst-26226	18	16	cost	cost	NOUN
ajst-26226	18	17	reduction	reduction	NOUN
ajst-26226	18	18	and	and	CCONJ
ajst-26226	18	19	efficiency	efficiency	NOUN
ajst-26226	18	20	improvement	improvement	NOUN
ajst-26226	18	21	,	,	PUNCT
ajst-26226	18	22	thereby	thereby	ADV
ajst-26226	18	23	enhancing	enhance	VERB
ajst-26226	18	24	market	market	NOUN
ajst-26226	18	25	competitiveness	competitiveness	NOUN
ajst-26226	18	26	.	.	PUNCT
ajst-26226	19	1	ship	ship	NOUN
ajst-26226	19	2	data	datum	NOUN
ajst-26226	19	3	analysis	analysis	NOUN
ajst-26226	19	4	holds	hold	VERB
ajst-26226	19	5	a	a	DET
ajst-26226	19	6	pivotal	pivotal	ADJ
ajst-26226	19	7	position	position	NOUN
ajst-26226	19	8	in	in	ADP
ajst-26226	19	9	the	the	DET
ajst-26226	19	10	era	era	NOUN
ajst-26226	19	11	of	of	ADP
ajst-26226	19	12	big	big	ADJ
ajst-26226	19	13	data	datum	NOUN
ajst-26226	19	14	.	.	PUNCT
ajst-26226	20	1	it	it	PRON
ajst-26226	20	2	not	not	PART
ajst-26226	20	3	only	only	ADV
ajst-26226	20	4	improves	improve	VERB
ajst-26226	20	5	the	the	DET
ajst-26226	20	6	operational	operational	ADJ
ajst-26226	20	7	efficiency	efficiency	NOUN
ajst-26226	20	8	and	and	CCONJ
ajst-26226	20	9	safety	safety	NOUN
ajst-26226	20	10	of	of	ADP
ajst-26226	20	11	the	the	DET
ajst-26226	20	12	shipping	shipping	NOUN
ajst-26226	20	13	industry	industry	NOUN
ajst-26226	20	14	but	but	CCONJ
ajst-26226	20	15	also	also	ADV
ajst-26226	20	16	provides	provide	VERB
ajst-26226	20	17	a	a	DET
ajst-26226	20	18	scientific	scientific	ADJ
ajst-26226	20	19	basis	basis	NOUN
ajst-26226	20	20	for	for	ADP
ajst-26226	20	21	corporate	corporate	ADJ
ajst-26226	20	22	strategic	strategic	ADJ
ajst-26226	20	23	decisions	decision	NOUN
ajst-26226	20	24	,	,	PUNCT
ajst-26226	20	25	driving	drive	VERB
ajst-26226	20	26	the	the	DET
ajst-26226	20	27	transformation	transformation	NOUN
ajst-26226	20	28	and	and	CCONJ
ajst-26226	20	29	upgrading	upgrading	NOUN
ajst-26226	20	30	of	of	ADP
ajst-26226	20	31	the	the	DET
ajst-26226	20	32	shipping	shipping	NOUN
ajst-26226	20	33	industry	industry	NOUN
ajst-26226	20	34	towards	towards	ADP
ajst-26226	20	35	intelligence	intelligence	NOUN
ajst-26226	20	36	and	and	CCONJ
ajst-26226	20	37	greenness	greenness	NOUN
ajst-26226	20	38	.	.	PUNCT
ajst-26226	21	1	therefore	therefore	ADV
ajst-26226	21	2	,	,	PUNCT
ajst-26226	21	3	strengthening	strengthen	VERB
ajst-26226	21	4	the	the	DET
ajst-26226	21	5	construction	construction	NOUN
ajst-26226	21	6	of	of	ADP
ajst-26226	21	7	ship	ship	NOUN
ajst-26226	21	8	data	datum	NOUN
ajst-26226	21	9	analysis	analysis	NOUN
ajst-26226	21	10	capabilities	capability	NOUN
ajst-26226	21	11	is	be	AUX
ajst-26226	21	12	both	both	CCONJ
ajst-26226	21	13	an	an	DET
ajst-26226	21	14	inevitable	inevitable	ADJ
ajst-26226	21	15	choice	choice	NOUN
ajst-26226	21	16	for	for	SCONJ
ajst-26226	21	17	the	the	DET
ajst-26226	21	18	shipping	shipping	NOUN
ajst-26226	21	19	industry	industry	NOUN
ajst-26226	21	20	to	to	PART
ajst-26226	21	21	address	address	VERB
ajst-26226	21	22	current	current	ADJ
ajst-26226	21	23	challenges	challenge	NOUN
ajst-26226	21	24	and	and	CCONJ
ajst-26226	21	25	an	an	DET
ajst-26226	21	26	important	important	ADJ
ajst-26226	21	27	way	way	NOUN
ajst-26226	21	28	to	to	PART
ajst-26226	21	29	seize	seize	VERB
ajst-26226	21	30	future	future	ADJ
ajst-26226	21	31	development	development	NOUN
ajst-26226	21	32	opportunities	opportunity	NOUN
ajst-26226	21	33	.	.	PUNCT
ajst-26226	22	1	as	as	SCONJ
ajst-26226	22	2	big	big	ADJ
ajst-26226	22	3	data	datum	NOUN
ajst-26226	22	4	technology	technology	NOUN
ajst-26226	22	5	continues	continue	VERB
ajst-26226	22	6	to	to	PART
ajst-26226	22	7	advance	advance	VERB
ajst-26226	22	8	,	,	PUNCT
ajst-26226	22	9	ship	ship	NOUN
ajst-26226	22	10	data	datum	NOUN
ajst-26226	22	11	analysis	analysis	NOUN
ajst-26226	22	12	will	will	AUX
ajst-26226	22	13	play	play	VERB
ajst-26226	22	14	a	a	DET
ajst-26226	22	15	more	more	ADV
ajst-26226	22	16	significant	significant	ADJ
ajst-26226	22	17	role	role	NOUN
ajst-26226	22	18	in	in	ADP
ajst-26226	22	19	the	the	DET
ajst-26226	22	20	shipping	shipping	NOUN
ajst-26226	22	21	industry	industry	NOUN
ajst-26226	22	22	,	,	PUNCT
ajst-26226	22	23	leading	lead	VERB
ajst-26226	22	24	it	it	PRON
ajst-26226	22	25	towards	towards	ADP
ajst-26226	22	26	a	a	DET
ajst-26226	22	27	new	new	ADJ
ajst-26226	22	28	stage	stage	NOUN
ajst-26226	22	29	of	of	ADP
ajst-26226	22	30	development	development	NOUN
ajst-26226	22	31	[	[	X
ajst-26226	22	32	3	3	NUM
ajst-26226	22	33	-	-	SYM
ajst-26226	22	34	4	4	NUM
ajst-26226	22	35	]	]	PUNCT
ajst-26226	22	36	.	.	PUNCT
ajst-26226	23	1	integrating	integrate	VERB
ajst-26226	23	2	ship	ship	NOUN
ajst-26226	23	3	data	datum	NOUN
ajst-26226	23	4	analysis	analysis	NOUN
ajst-26226	23	5	platforms	platform	NOUN
ajst-26226	23	6	into	into	ADP
ajst-26226	23	7	professional	professional	ADJ
ajst-26226	23	8	teaching	teaching	NOUN
ajst-26226	23	9	in	in	ADP
ajst-26226	23	10	the	the	DET
ajst-26226	23	11	field	field	NOUN
ajst-26226	23	12	of	of	ADP
ajst-26226	23	13	big	big	ADJ
ajst-26226	23	14	data	datum	NOUN
ajst-26226	23	15	technology	technology	NOUN
ajst-26226	23	16	not	not	PART
ajst-26226	23	17	only	only	ADV
ajst-26226	23	18	enhances	enhance	VERB
ajst-26226	23	19	students	student	NOUN
ajst-26226	23	20	'	'	PART
ajst-26226	23	21	professional	professional	ADJ
ajst-26226	23	22	skills	skill	NOUN
ajst-26226	23	23	and	and	CCONJ
ajst-26226	23	24	industry	industry	NOUN
ajst-26226	23	25	awareness	awareness	NOUN
ajst-26226	23	26	but	but	CCONJ
ajst-26226	23	27	also	also	ADV
ajst-26226	23	28	stimulates	stimulate	VERB
ajst-26226	23	29	their	their	PRON
ajst-26226	23	30	innovative	innovative	ADJ
ajst-26226	23	31	potential	potential	NOUN
ajst-26226	23	32	,	,	PUNCT
ajst-26226	23	33	providing	provide	VERB
ajst-26226	23	34	strong	strong	ADJ
ajst-26226	23	35	support	support	NOUN
ajst-26226	23	36	for	for	ADP
ajst-26226	23	37	cultivating	cultivate	VERB
ajst-26226	23	38	high	high	ADJ
ajst-26226	23	39	-	-	PUNCT
ajst-26226	23	40	quality	quality	NOUN
ajst-26226	23	41	big	big	ADJ
ajst-26226	23	42	data	datum	NOUN
ajst-26226	23	43	talents	talent	NOUN
ajst-26226	23	44	that	that	PRON
ajst-26226	23	45	meet	meet	VERB
ajst-26226	23	46	future	future	ADJ
ajst-26226	23	47	market	market	NOUN
ajst-26226	23	48	demands	demand	NOUN
ajst-26226	23	49	.	.	PUNCT
ajst-26226	24	1	firstly	firstly	ADV
ajst-26226	24	2	,	,	PUNCT
ajst-26226	24	3	through	through	ADP
ajst-26226	24	4	practical	practical	ADJ
ajst-26226	24	5	operation	operation	NOUN
ajst-26226	24	6	of	of	ADP
ajst-26226	24	7	ship	ship	NOUN
ajst-26226	24	8	data	datum	NOUN
ajst-26226	24	9	analysis	analysis	NOUN
ajst-26226	24	10	platforms	platform	NOUN
ajst-26226	24	11	,	,	PUNCT
ajst-26226	24	12	students	student	NOUN
ajst-26226	24	13	can	can	AUX
ajst-26226	24	14	closely	closely	ADV
ajst-26226	24	15	integrate	integrate	VERB
ajst-26226	24	16	the	the	DET
ajst-26226	24	17	theoretical	theoretical	ADJ
ajst-26226	24	18	knowledge	knowledge	NOUN
ajst-26226	24	19	learned	learn	VERB
ajst-26226	24	20	in	in	ADP
ajst-26226	24	21	the	the	DET
ajst-26226	24	22	classroom	classroom	NOUN
ajst-26226	24	23	with	with	ADP
ajst-26226	24	24	practical	practical	ADJ
ajst-26226	24	25	applications	application	NOUN
ajst-26226	24	26	,	,	PUNCT
ajst-26226	24	27	gaining	gain	VERB
ajst-26226	24	28	a	a	DET
ajst-26226	24	29	deep	deep	ADJ
ajst-26226	24	30	understanding	understanding	NOUN
ajst-26226	24	31	of	of	ADP
ajst-26226	24	32	the	the	DET
ajst-26226	24	33	entire	entire	ADJ
ajst-26226	24	34	process	process	NOUN
ajst-26226	24	35	of	of	ADP
ajst-26226	24	36	big	big	ADJ
ajst-26226	24	37	data	datum	NOUN
ajst-26226	24	38	processing	processing	NOUN
ajst-26226	24	39	,	,	PUNCT
ajst-26226	24	40	analysis	analysis	NOUN
ajst-26226	24	41	,	,	PUNCT
ajst-26226	24	42	and	and	CCONJ
ajst-26226	24	43	visualization	visualization	NOUN
ajst-26226	24	44	.	.	PUNCT
ajst-26226	25	1	this	this	PRON
ajst-26226	25	2	"	"	PUNCT
ajst-26226	25	3	learning	learn	VERB
ajst-26226	25	4	for	for	ADP
ajst-26226	25	5	application	application	NOUN
ajst-26226	25	6	"	"	PUNCT
ajst-26226	25	7	teaching	teaching	NOUN
ajst-26226	25	8	mode	mode	NOUN
ajst-26226	25	9	greatly	greatly	ADV
ajst-26226	25	10	enhances	enhance	VERB
ajst-26226	25	11	students	student	NOUN
ajst-26226	25	12	'	'	PART
ajst-26226	25	13	interest	interest	NOUN
ajst-26226	25	14	and	and	CCONJ
ajst-26226	25	15	motivation	motivation	NOUN
ajst-26226	25	16	in	in	ADP
ajst-26226	25	17	learning	learn	VERB
ajst-26226	25	18	,	,	PUNCT
ajst-26226	25	19	facilitating	facilitate	VERB
ajst-26226	25	20	the	the	DET
ajst-26226	25	21	transformation	transformation	NOUN
ajst-26226	25	22	of	of	ADP
ajst-26226	25	23	knowledge	knowledge	NOUN
ajst-26226	25	24	into	into	ADP
ajst-26226	25	25	skills	skill	NOUN
ajst-26226	25	26	.	.	PUNCT
ajst-26226	26	1	secondly	secondly	ADV
ajst-26226	26	2	,	,	PUNCT
ajst-26226	26	3	ship	ship	NOUN
ajst-26226	26	4	data	datum	NOUN
ajst-26226	26	5	analysis	analysis	NOUN
ajst-26226	26	6	platforms	platform	NOUN
ajst-26226	26	7	involve	involve	VERB
ajst-26226	26	8	multiple	multiple	ADJ
ajst-26226	26	9	links	link	NOUN
ajst-26226	26	10	such	such	ADJ
ajst-26226	26	11	as	as	ADP
ajst-26226	26	12	data	data	NOUN
ajst-26226	26	13	collection	collection	NOUN
ajst-26226	26	14	,	,	PUNCT
ajst-26226	26	15	cleaning	cleaning	NOUN
ajst-26226	26	16	,	,	PUNCT
ajst-26226	26	17	storage	storage	NOUN
ajst-26226	26	18	,	,	PUNCT
ajst-26226	26	19	analysis	analysis	NOUN
ajst-26226	26	20	,	,	PUNCT
ajst-26226	26	21	and	and	CCONJ
ajst-26226	26	22	visualization	visualization	NOUN
ajst-26226	26	23	,	,	PUNCT
ajst-26226	26	24	requiring	require	VERB
ajst-26226	26	25	students	student	NOUN
ajst-26226	26	26	to	to	PART
ajst-26226	26	27	master	master	VERB
ajst-26226	26	28	a	a	DET
ajst-26226	26	29	series	series	NOUN
ajst-26226	26	30	of	of	ADP
ajst-26226	26	31	big	big	ADJ
ajst-26226	26	32	data	datum	NOUN
ajst-26226	26	33	technology	technology	NOUN
ajst-26226	26	34	tools	tool	NOUN
ajst-26226	26	35	and	and	CCONJ
ajst-26226	26	36	methods	method	NOUN
ajst-26226	26	37	.	.	PUNCT
ajst-26226	27	1	this	this	PRON
ajst-26226	27	2	not	not	PART
ajst-26226	27	3	only	only	ADV
ajst-26226	27	4	enhances	enhance	VERB
ajst-26226	27	5	students	student	NOUN
ajst-26226	27	6	'	'	PART
ajst-26226	27	7	data	datum	NOUN
ajst-26226	27	8	processing	processing	NOUN
ajst-26226	27	9	capabilities	capability	NOUN
ajst-26226	27	10	but	but	CCONJ
ajst-26226	27	11	also	also	ADV
ajst-26226	27	12	familiarizes	familiarize	VERB
ajst-26226	27	13	them	they	PRON
ajst-26226	27	14	with	with	ADP
ajst-26226	27	15	industry	industry	NOUN
ajst-26226	27	16	-	-	PUNCT
ajst-26226	27	17	specific	specific	ADJ
ajst-26226	27	18	analysis	analysis	NOUN
ajst-26226	27	19	needs	need	NOUN
ajst-26226	27	20	and	and	CCONJ
ajst-26226	27	21	solutions	solution	NOUN
ajst-26226	27	22	,	,	PUNCT
ajst-26226	27	23	laying	lay	VERB
ajst-26226	27	24	a	a	DET
ajst-26226	27	25	solid	solid	ADJ
ajst-26226	27	26	foundation	foundation	NOUN
ajst-26226	27	27	for	for	ADP
ajst-26226	27	28	their	their	PRON
ajst-26226	27	29	future	future	ADJ
ajst-26226	27	30	work	work	NOUN
ajst-26226	27	31	in	in	ADP
ajst-26226	27	32	related	related	ADJ
ajst-26226	27	33	fields	field	NOUN
ajst-26226	27	34	.	.	PUNCT
ajst-26226	28	1	lastly	lastly	ADV
ajst-26226	28	2	,	,	PUNCT
ajst-26226	28	3	by	by	ADP
ajst-26226	28	4	analyzing	analyze	VERB
ajst-26226	28	5	ship	ship	NOUN
ajst-26226	28	6	operation	operation	NOUN
ajst-26226	28	7	data	datum	NOUN
ajst-26226	28	8	,	,	PUNCT
ajst-26226	28	9	students	student	NOUN
ajst-26226	28	10	can	can	AUX
ajst-26226	28	11	gain	gain	VERB
ajst-26226	28	12	a	a	DET
ajst-26226	28	13	deep	deep	ADJ
ajst-26226	28	14	understanding	understanding	NOUN
ajst-26226	28	15	of	of	ADP
ajst-26226	28	16	the	the	DET
ajst-26226	28	17	operation	operation	NOUN
ajst-26226	28	18	mode	mode	NOUN
ajst-26226	28	19	,	,	PUNCT
ajst-26226	28	20	market	market	NOUN
ajst-26226	28	21	trends	trend	NOUN
ajst-26226	28	22	,	,	PUNCT
ajst-26226	28	23	and	and	CCONJ
ajst-26226	28	24	challenges	challenge	NOUN
ajst-26226	28	25	of	of	ADP
ajst-26226	28	26	the	the	DET
ajst-26226	28	27	shipping	shipping	NOUN
ajst-26226	28	28	industry	industry	NOUN
ajst-26226	28	29	,	,	PUNCT
ajst-26226	28	30	cultivating	cultivate	VERB
ajst-26226	28	31	sensitivity	sensitivity	NOUN
ajst-26226	28	32	and	and	CCONJ
ajst-26226	28	33	insight	insight	NOUN
ajst-26226	28	34	into	into	ADP
ajst-26226	28	35	specific	specific	ADJ
ajst-26226	28	36	industries	industry	NOUN
ajst-26226	28	37	.	.	PUNCT
ajst-26226	29	1	this	this	DET
ajst-26226	29	2	interdisciplinary	interdisciplinary	ADJ
ajst-26226	29	3	perspective	perspective	NOUN
ajst-26226	29	4	is	be	AUX
ajst-26226	29	5	crucial	crucial	ADJ
ajst-26226	29	6	for	for	ADP
ajst-26226	29	7	cultivating	cultivate	VERB
ajst-26226	29	8	compound	compound	NOUN
ajst-26226	29	9	big	big	ADJ
ajst-26226	29	10	data	datum	NOUN
ajst-26226	29	11	talents	talent	NOUN
ajst-26226	29	12	and	and	CCONJ
ajst-26226	29	13	helps	help	VERB
ajst-26226	29	14	them	they	PRON
ajst-26226	29	15	better	well	ADV
ajst-26226	29	16	serve	serve	VERB
ajst-26226	29	17	various	various	ADJ
ajst-26226	29	18	industries	industry	NOUN
ajst-26226	29	19	in	in	ADP
ajst-26226	29	20	their	their	PRON
ajst-26226	29	21	future	future	ADJ
ajst-26226	29	22	careers	career	NOUN
ajst-26226	29	23	.	.	PUNCT
ajst-26226	30	1	2	2	X
ajst-26226	30	2	.	.	X
ajst-26226	30	3	platform	platform	NOUN
ajst-26226	30	4	functionality	functionality	NOUN
ajst-26226	30	5	and	and	CCONJ
ajst-26226	30	6	architecture	architecture	NOUN
ajst-26226	30	7	2.1	2.1	NUM
ajst-26226	30	8	.	.	PUNCT
ajst-26226	31	1	functional	functional	ADJ
ajst-26226	31	2	modules	module	NOUN
ajst-26226	31	3	as	as	SCONJ
ajst-26226	31	4	shown	show	VERB
ajst-26226	31	5	in	in	ADP
ajst-26226	31	6	figure	figure	NOUN
ajst-26226	31	7	1	1	NUM
ajst-26226	31	8	,	,	PUNCT
ajst-26226	31	9	the	the	DET
ajst-26226	31	10	ship	ship	NOUN
ajst-26226	31	11	data	data	VERB
ajst-26226	31	12	analysis	analysis	NOUN
ajst-26226	31	13	platform	platform	NOUN
ajst-26226	31	14	comprises	comprise	VERB
ajst-26226	31	15	ten	ten	NUM
ajst-26226	31	16	systems	system	NOUN
ajst-26226	31	17	,	,	PUNCT
ajst-26226	31	18	including	include	VERB
ajst-26226	31	19	the	the	DET
ajst-26226	31	20	ship	ship	NOUN
ajst-26226	31	21	registration	registration	NOUN
ajst-26226	31	22	data	datum	NOUN
ajst-26226	31	23	analysis	analysis	NOUN
ajst-26226	31	24	system	system	NOUN
ajst-26226	31	25	,	,	PUNCT
ajst-26226	31	26	ship	ship	NOUN
ajst-26226	31	27	ais	ais	PROPN
ajst-26226	31	28	(	(	PUNCT
ajst-26226	31	29	automatic	automatic	ADJ
ajst-26226	31	30	identification	identification	NOUN
ajst-26226	31	31	system	system	NOUN
ajst-26226	31	32	)	)	PUNCT
ajst-26226	31	33	243	243	NUM
ajst-26226	31	34	data	datum	NOUN
ajst-26226	31	35	analysis	analysis	NOUN
ajst-26226	31	36	system	system	NOUN
ajst-26226	31	37	,	,	PUNCT
ajst-26226	31	38	ship	ship	NOUN
ajst-26226	31	39	water	water	NOUN
ajst-26226	31	40	pollutant	pollutant	ADJ
ajst-26226	31	41	emission	emission	NOUN
ajst-26226	31	42	data	datum	NOUN
ajst-26226	31	43	analysis	analysis	NOUN
ajst-26226	31	44	system	system	NOUN
ajst-26226	31	45	,	,	PUNCT
ajst-26226	31	46	ship	ship	NOUN
ajst-26226	31	47	shore	shore	NOUN
ajst-26226	31	48	power	power	NOUN
ajst-26226	31	49	data	datum	NOUN
ajst-26226	31	50	analysis	analysis	NOUN
ajst-26226	31	51	system	system	NOUN
ajst-26226	31	52	,	,	PUNCT
ajst-26226	31	53	ship	ship	NOUN
ajst-26226	31	54	entry	entry	NOUN
ajst-26226	31	55	and	and	CCONJ
ajst-26226	31	56	exit	exit	NOUN
ajst-26226	31	57	report	report	NOUN
ajst-26226	31	58	data	datum	NOUN
ajst-26226	31	59	analysis	analysis	NOUN
ajst-26226	31	60	system	system	NOUN
ajst-26226	31	61	,	,	PUNCT
ajst-26226	31	62	ship	ship	NOUN
ajst-26226	31	63	manning	man	VERB
ajst-26226	31	64	data	datum	NOUN
ajst-26226	31	65	analysis	analysis	NOUN
ajst-26226	31	66	system	system	NOUN
ajst-26226	31	67	,	,	PUNCT
ajst-26226	31	68	ship	ship	NOUN
ajst-26226	31	69	electronic	electronic	ADJ
ajst-26226	31	70	fence	fence	NOUN
ajst-26226	31	71	data	datum	NOUN
ajst-26226	31	72	analysis	analysis	NOUN
ajst-26226	31	73	system	system	NOUN
ajst-26226	31	74	,	,	PUNCT
ajst-26226	31	75	ship	ship	NOUN
ajst-26226	31	76	risk	risk	NOUN
ajst-26226	31	77	data	datum	NOUN
ajst-26226	31	78	analysis	analysis	NOUN
ajst-26226	31	79	system	system	NOUN
ajst-26226	31	80	,	,	PUNCT
ajst-26226	31	81	ship	ship	NOUN
ajst-26226	31	82	hazardous	hazardous	ADJ
ajst-26226	31	83	chemical	chemical	NOUN
ajst-26226	31	84	management	management	NOUN
ajst-26226	31	85	data	datum	NOUN
ajst-26226	31	86	analysis	analysis	NOUN
ajst-26226	31	87	system	system	NOUN
ajst-26226	31	88	,	,	PUNCT
ajst-26226	31	89	and	and	CCONJ
ajst-26226	31	90	ship	ship	NOUN
ajst-26226	31	91	epidemic	epidemic	NOUN
ajst-26226	31	92	prevention	prevention	NOUN
ajst-26226	31	93	data	datum	NOUN
ajst-26226	31	94	analysis	analysis	NOUN
ajst-26226	31	95	system	system	NOUN
ajst-26226	31	96	.	.	PUNCT
ajst-26226	32	1	the	the	DET
ajst-26226	32	2	platform	platform	NOUN
ajst-26226	32	3	processes	process	NOUN
ajst-26226	32	4	data	datum	NOUN
ajst-26226	32	5	through	through	ADP
ajst-26226	32	6	a	a	DET
ajst-26226	32	7	big	big	ADJ
ajst-26226	32	8	data	datum	NOUN
ajst-26226	32	9	processing	processing	NOUN
ajst-26226	32	10	platform	platform	NOUN
ajst-26226	32	11	and	and	CCONJ
ajst-26226	32	12	achieves	achieve	VERB
ajst-26226	32	13	data	datum	NOUN
ajst-26226	32	14	visualization	visualization	NOUN
ajst-26226	32	15	using	use	VERB
ajst-26226	32	16	front	front	ADJ
ajst-26226	32	17	-	-	PUNCT
ajst-26226	32	18	end	end	NOUN
ajst-26226	32	19	and	and	CCONJ
ajst-26226	32	20	back	back	ADJ
ajst-26226	32	21	-	-	PUNCT
ajst-26226	32	22	end	end	NOUN
ajst-26226	32	23	technologies	technology	NOUN
ajst-26226	32	24	.	.	PUNCT
ajst-26226	33	1	figure	figure	NOUN
ajst-26226	33	2	1	1	NUM
ajst-26226	33	3	.	.	PUNCT
ajst-26226	34	1	the	the	DET
ajst-26226	34	2	functional	functional	ADJ
ajst-26226	34	3	module	module	NOUN
ajst-26226	34	4	diagram	diagram	NOUN
ajst-26226	34	5	of	of	ADP
ajst-26226	34	6	the	the	DET
ajst-26226	34	7	platform	platform	NOUN
ajst-26226	34	8	ship	ship	NOUN
ajst-26226	34	9	registration	registration	NOUN
ajst-26226	34	10	data	datum	NOUN
ajst-26226	34	11	is	be	AUX
ajst-26226	34	12	one	one	NUM
ajst-26226	34	13	of	of	ADP
ajst-26226	34	14	the	the	DET
ajst-26226	34	15	most	most	ADV
ajst-26226	34	16	crucial	crucial	ADJ
ajst-26226	34	17	pieces	piece	NOUN
ajst-26226	34	18	of	of	ADP
ajst-26226	34	19	information	information	NOUN
ajst-26226	34	20	in	in	ADP
ajst-26226	34	21	maritime	maritime	ADJ
ajst-26226	34	22	management	management	NOUN
ajst-26226	34	23	and	and	CCONJ
ajst-26226	34	24	forms	form	VERB
ajst-26226	34	25	an	an	DET
ajst-26226	34	26	integral	integral	ADJ
ajst-26226	34	27	part	part	NOUN
ajst-26226	34	28	of	of	ADP
ajst-26226	34	29	shipping	ship	VERB
ajst-26226	34	30	big	big	ADJ
ajst-26226	34	31	data	datum	NOUN
ajst-26226	34	32	.	.	PUNCT
ajst-26226	35	1	its	its	PRON
ajst-26226	35	2	accuracy	accuracy	NOUN
ajst-26226	35	3	and	and	CCONJ
ajst-26226	35	4	reliability	reliability	NOUN
ajst-26226	35	5	directly	directly	ADV
ajst-26226	35	6	impact	impact	VERB
ajst-26226	35	7	the	the	DET
ajst-26226	35	8	precision	precision	NOUN
ajst-26226	35	9	and	and	CCONJ
ajst-26226	35	10	efficiency	efficiency	NOUN
ajst-26226	35	11	of	of	ADP
ajst-26226	35	12	maritime	maritime	ADJ
ajst-26226	35	13	operations	operation	NOUN
ajst-26226	35	14	.	.	PUNCT
ajst-26226	36	1	the	the	DET
ajst-26226	36	2	ship	ship	NOUN
ajst-26226	36	3	registration	registration	NOUN
ajst-26226	36	4	data	datum	NOUN
ajst-26226	36	5	analysis	analysis	NOUN
ajst-26226	36	6	function	function	NOUN
ajst-26226	36	7	primarily	primarily	ADV
ajst-26226	36	8	includes	include	VERB
ajst-26226	36	9	querying	query	VERB
ajst-26226	36	10	and	and	CCONJ
ajst-26226	36	11	retrieving	retrieve	VERB
ajst-26226	36	12	basic	basic	ADJ
ajst-26226	36	13	ship	ship	NOUN
ajst-26226	36	14	information	information	NOUN
ajst-26226	36	15	,	,	PUNCT
ajst-26226	36	16	statistically	statistically	ADV
ajst-26226	36	17	analyzing	analyze	VERB
ajst-26226	36	18	ship	ship	NOUN
ajst-26226	36	19	dynamic	dynamic	ADJ
ajst-26226	36	20	data	datum	NOUN
ajst-26226	36	21	,	,	PUNCT
ajst-26226	36	22	and	and	CCONJ
ajst-26226	36	23	recording	recording	NOUN
ajst-26226	36	24	and	and	CCONJ
ajst-26226	36	25	analyzing	analyze	VERB
ajst-26226	36	26	ship	ship	NOUN
ajst-26226	36	27	violations	violation	NOUN
ajst-26226	36	28	.	.	PUNCT
ajst-26226	37	1	the	the	DET
ajst-26226	37	2	intelligent	intelligent	ADJ
ajst-26226	37	3	ship	ship	NOUN
ajst-26226	37	4	monitoring	monitor	VERB
ajst-26226	37	5	system	system	NOUN
ajst-26226	37	6	utilizes	utilize	VERB
ajst-26226	37	7	a	a	DET
ajst-26226	37	8	highly	highly	ADV
ajst-26226	37	9	efficient	efficient	ADJ
ajst-26226	37	10	and	and	CCONJ
ajst-26226	37	11	stable	stable	ADJ
ajst-26226	37	12	kafka	kafka	PROPN
ajst-26226	37	13	message	message	NOUN
ajst-26226	37	14	queue	queue	NOUN
ajst-26226	37	15	to	to	PART
ajst-26226	37	16	transmit	transmit	VERB
ajst-26226	37	17	ais	ais	PROPN
ajst-26226	37	18	data	data	PROPN
ajst-26226	37	19	,	,	PUNCT
ajst-26226	37	20	combined	combine	VERB
ajst-26226	37	21	with	with	ADP
ajst-26226	37	22	various	various	ADJ
ajst-26226	37	23	data	datum	NOUN
ajst-26226	37	24	processing	processing	NOUN
ajst-26226	37	25	technologies	technology	NOUN
ajst-26226	37	26	such	such	ADJ
ajst-26226	37	27	as	as	ADP
ajst-26226	37	28	spark	spark	NOUN
ajst-26226	37	29	and	and	CCONJ
ajst-26226	37	30	flink	flink	NOUN
ajst-26226	37	31	,	,	PUNCT
ajst-26226	37	32	as	as	ADV
ajst-26226	37	33	well	well	ADV
ajst-26226	37	34	as	as	ADP
ajst-26226	37	35	a	a	DET
ajst-26226	37	36	multi	multi	ADJ
ajst-26226	37	37	-	-	ADJ
ajst-26226	37	38	level	level	ADJ
ajst-26226	37	39	storage	storage	NOUN
ajst-26226	37	40	architecture	architecture	NOUN
ajst-26226	37	41	,	,	PUNCT
ajst-26226	37	42	to	to	PART
ajst-26226	37	43	construct	construct	VERB
ajst-26226	37	44	an	an	DET
ajst-26226	37	45	efficient	efficient	ADJ
ajst-26226	37	46	lambda	lambda	NOUN
ajst-26226	37	47	-	-	PUNCT
ajst-26226	37	48	based	base	VERB
ajst-26226	37	49	data	data	NOUN
ajst-26226	37	50	processing	processing	NOUN
ajst-26226	37	51	framework	framework	NOUN
ajst-26226	37	52	.	.	PUNCT
ajst-26226	38	1	this	this	DET
ajst-26226	38	2	framework	framework	NOUN
ajst-26226	38	3	realizes	realize	VERB
ajst-26226	38	4	functions	function	NOUN
ajst-26226	38	5	such	such	ADJ
ajst-26226	38	6	as	as	ADP
ajst-26226	38	7	risk	risk	NOUN
ajst-26226	38	8	ship	ship	NOUN
ajst-26226	38	9	alerts	alert	NOUN
ajst-26226	38	10	,	,	PUNCT
ajst-26226	38	11	ship	ship	NOUN
ajst-26226	38	12	traffic	traffic	NOUN
ajst-26226	38	13	statistics	statistic	NOUN
ajst-26226	38	14	,	,	PUNCT
ajst-26226	38	15	and	and	CCONJ
ajst-26226	38	16	ship	ship	NOUN
ajst-26226	38	17	accident	accident	NOUN
ajst-26226	38	18	rescue	rescue	NOUN
ajst-26226	38	19	,	,	PUNCT
ajst-26226	38	20	thereby	thereby	ADV
ajst-26226	38	21	enhancing	enhance	VERB
ajst-26226	38	22	maritime	maritime	ADJ
ajst-26226	38	23	safety	safety	NOUN
ajst-26226	38	24	and	and	CCONJ
ajst-26226	38	25	shipping	shipping	NOUN
ajst-26226	38	26	efficiency	efficiency	NOUN
ajst-26226	38	27	.	.	PUNCT
ajst-26226	39	1	the	the	DET
ajst-26226	39	2	ship	ship	NOUN
ajst-26226	39	3	water	water	NOUN
ajst-26226	39	4	pollution	pollution	NOUN
ajst-26226	39	5	data	datum	NOUN
ajst-26226	39	6	analysis	analysis	NOUN
ajst-26226	39	7	module	module	NOUN
ajst-26226	39	8	facilitates	facilitate	VERB
ajst-26226	39	9	the	the	DET
ajst-26226	39	10	identification	identification	NOUN
ajst-26226	39	11	of	of	ADP
ajst-26226	39	12	factors	factor	NOUN
ajst-26226	39	13	influencing	influence	VERB
ajst-26226	39	14	pollutant	pollutant	ADJ
ajst-26226	39	15	quantities	quantity	NOUN
ajst-26226	39	16	through	through	ADP
ajst-26226	39	17	statistics	statistic	NOUN
ajst-26226	39	18	on	on	ADP
ajst-26226	39	19	the	the	DET
ajst-26226	39	20	number	number	NOUN
ajst-26226	39	21	of	of	ADP
ajst-26226	39	22	manifests	manifest	NOUN
ajst-26226	39	23	and	and	CCONJ
ajst-26226	39	24	pollutants	pollutant	NOUN
ajst-26226	39	25	.	.	PUNCT
ajst-26226	40	1	this	this	PRON
ajst-26226	40	2	enables	enable	VERB
ajst-26226	40	3	the	the	DET
ajst-26226	40	4	control	control	NOUN
ajst-26226	40	5	of	of	ADP
ajst-26226	40	6	pollutant	pollutant	ADJ
ajst-26226	40	7	quantities	quantity	NOUN
ajst-26226	40	8	and	and	CCONJ
ajst-26226	40	9	the	the	DET
ajst-26226	40	10	setting	setting	NOUN
ajst-26226	40	11	of	of	ADP
ajst-26226	40	12	risk	risk	NOUN
ajst-26226	40	13	threshold	threshold	NOUN
ajst-26226	40	14	values	value	NOUN
ajst-26226	40	15	.	.	PUNCT
ajst-26226	41	1	the	the	DET
ajst-26226	41	2	ship	ship	NOUN
ajst-26226	41	3	shore	shore	NOUN
ajst-26226	41	4	power	power	NOUN
ajst-26226	41	5	data	datum	NOUN
ajst-26226	41	6	analysis	analysis	NOUN
ajst-26226	41	7	module	module	NOUN
ajst-26226	41	8	provides	provide	VERB
ajst-26226	41	9	statistics	statistic	NOUN
ajst-26226	41	10	on	on	ADP
ajst-26226	41	11	the	the	DET
ajst-26226	41	12	electricity	electricity	NOUN
ajst-26226	41	13	consumption	consumption	NOUN
ajst-26226	41	14	of	of	ADP
ajst-26226	41	15	shore	shore	NOUN
ajst-26226	41	16	power	power	NOUN
ajst-26226	41	17	equipment	equipment	NOUN
ajst-26226	41	18	when	when	SCONJ
ajst-26226	41	19	ships	ship	NOUN
ajst-26226	41	20	are	be	AUX
ajst-26226	41	21	supplied	supply	VERB
ajst-26226	41	22	with	with	ADP
ajst-26226	41	23	power	power	NOUN
ajst-26226	41	24	from	from	ADP
ajst-26226	41	25	shore	shore	NOUN
ajst-26226	41	26	-	-	PUNCT
ajst-26226	41	27	based	base	VERB
ajst-26226	41	28	sources	source	NOUN
ajst-26226	41	29	during	during	ADP
ajst-26226	41	30	their	their	PRON
ajst-26226	41	31	stay	stay	NOUN
ajst-26226	41	32	at	at	ADP
ajst-26226	41	33	ports	port	NOUN
ajst-26226	41	34	.	.	PUNCT
ajst-26226	42	1	this	this	DET
ajst-26226	42	2	analysis	analysis	NOUN
ajst-26226	42	3	aids	aid	NOUN
ajst-26226	42	4	in	in	ADP
ajst-26226	42	5	the	the	DET
ajst-26226	42	6	research	research	NOUN
ajst-26226	42	7	and	and	CCONJ
ajst-26226	42	8	study	study	NOUN
ajst-26226	42	9	of	of	ADP
ajst-26226	42	10	shore	shore	PROPN
ajst-26226	42	11	power	power	PROPN
ajst-26226	42	12	technical	technical	PROPN
ajst-26226	42	13	data	data	PROPN
ajst-26226	42	14	,	,	PUNCT
ajst-26226	42	15	bringing	bring	VERB
ajst-26226	42	16	significant	significant	ADJ
ajst-26226	42	17	social	social	ADJ
ajst-26226	42	18	and	and	CCONJ
ajst-26226	42	19	economic	economic	ADJ
ajst-26226	42	20	benefits	benefit	NOUN
ajst-26226	42	21	to	to	PART
ajst-26226	42	22	port	port	VERB
ajst-26226	42	23	cities	city	NOUN
ajst-26226	42	24	.	.	PUNCT
ajst-26226	43	1	it	it	PRON
ajst-26226	43	2	not	not	PART
ajst-26226	43	3	only	only	ADV
ajst-26226	43	4	achieves	achieve	VERB
ajst-26226	43	5	energy	energy	NOUN
ajst-26226	43	6	conservation	conservation	NOUN
ajst-26226	43	7	and	and	CCONJ
ajst-26226	43	8	emission	emission	NOUN
ajst-26226	43	9	reduction	reduction	NOUN
ajst-26226	43	10	but	but	CCONJ
ajst-26226	43	11	also	also	ADV
ajst-26226	43	12	provides	provide	VERB
ajst-26226	43	13	support	support	NOUN
ajst-26226	43	14	and	and	CCONJ
ajst-26226	43	15	guidance	guidance	NOUN
ajst-26226	43	16	for	for	ADP
ajst-26226	43	17	the	the	DET
ajst-26226	43	18	layout	layout	NOUN
ajst-26226	43	19	of	of	ADP
ajst-26226	43	20	shore	shore	NOUN
ajst-26226	43	21	power	power	NOUN
ajst-26226	43	22	for	for	ADP
ajst-26226	43	23	ships	ship	NOUN
ajst-26226	43	24	in	in	ADP
ajst-26226	43	25	ports	port	NOUN
ajst-26226	43	26	.	.	PUNCT
ajst-26226	44	1	the	the	DET
ajst-26226	44	2	ship	ship	NOUN
ajst-26226	44	3	entry	entry	NOUN
ajst-26226	44	4	and	and	CCONJ
ajst-26226	44	5	exit	exit	NOUN
ajst-26226	44	6	report	report	NOUN
ajst-26226	44	7	module	module	NOUN
ajst-26226	44	8	analyzes	analyze	VERB
ajst-26226	44	9	the	the	DET
ajst-26226	44	10	movement	movement	NOUN
ajst-26226	44	11	of	of	ADP
ajst-26226	44	12	ships	ship	NOUN
ajst-26226	44	13	between	between	ADP
ajst-26226	44	14	different	different	ADJ
ajst-26226	44	15	provinces	province	NOUN
ajst-26226	44	16	and	and	CCONJ
ajst-26226	44	17	examines	examine	VERB
ajst-26226	44	18	historical	historical	ADJ
ajst-26226	44	19	cargo	cargo	NOUN
ajst-26226	44	20	data	datum	NOUN
ajst-26226	44	21	to	to	PART
ajst-26226	44	22	create	create	VERB
ajst-26226	44	23	initial	initial	ADJ
ajst-26226	44	24	ship	ship	NOUN
ajst-26226	44	25	profiles	profile	NOUN
ajst-26226	44	26	.	.	PUNCT
ajst-26226	45	1	this	this	DET
ajst-26226	45	2	analysis	analysis	NOUN
ajst-26226	45	3	helps	help	VERB
ajst-26226	45	4	to	to	PART
ajst-26226	45	5	study	study	VERB
ajst-26226	45	6	the	the	DET
ajst-26226	45	7	degree	degree	NOUN
ajst-26226	45	8	of	of	ADP
ajst-26226	45	9	dependence	dependence	NOUN
ajst-26226	45	10	on	on	ADP
ajst-26226	45	11	cargo	cargo	NOUN
ajst-26226	45	12	by	by	ADP
ajst-26226	45	13	different	different	ADJ
ajst-26226	45	14	provinces	province	NOUN
ajst-26226	45	15	and	and	CCONJ
ajst-26226	45	16	their	their	PRON
ajst-26226	45	17	positioning	positioning	NOUN
ajst-26226	45	18	within	within	ADP
ajst-26226	45	19	the	the	DET
ajst-26226	45	20	industrial	industrial	ADJ
ajst-26226	45	21	chain	chain	NOUN
ajst-26226	45	22	.	.	PUNCT
ajst-26226	46	1	insufficient	insufficient	ADJ
ajst-26226	46	2	ship	ship	NOUN
ajst-26226	46	3	manning	manning	NOUN
ajst-26226	46	4	poses	pose	VERB
ajst-26226	46	5	a	a	DET
ajst-26226	46	6	significant	significant	ADJ
ajst-26226	46	7	safety	safety	NOUN
ajst-26226	46	8	hazard	hazard	NOUN
ajst-26226	46	9	and	and	CCONJ
ajst-26226	46	10	may	may	AUX
ajst-26226	46	11	lead	lead	VERB
ajst-26226	46	12	to	to	ADP
ajst-26226	46	13	serious	serious	ADJ
ajst-26226	46	14	maritime	maritime	ADJ
ajst-26226	46	15	accidents	accident	NOUN
ajst-26226	46	16	.	.	PUNCT
ajst-26226	47	1	the	the	DET
ajst-26226	47	2	implementation	implementation	NOUN
ajst-26226	47	3	of	of	ADP
ajst-26226	47	4	this	this	DET
ajst-26226	47	5	system	system	NOUN
ajst-26226	47	6	enables	enable	VERB
ajst-26226	47	7	regulatory	regulatory	ADJ
ajst-26226	47	8	authorities	authority	NOUN
ajst-26226	47	9	to	to	PART
ajst-26226	47	10	have	have	VERB
ajst-26226	47	11	real	real	ADJ
ajst-26226	47	12	-	-	PUNCT
ajst-26226	47	13	time	time	NOUN
ajst-26226	47	14	knowledge	knowledge	NOUN
ajst-26226	47	15	of	of	ADP
ajst-26226	47	16	ship	ship	NOUN
ajst-26226	47	17	manning	man	VERB
ajst-26226	47	18	situations	situation	NOUN
ajst-26226	47	19	,	,	PUNCT
ajst-26226	47	20	effectively	effectively	ADV
ajst-26226	47	21	enhancing	enhance	VERB
ajst-26226	47	22	the	the	DET
ajst-26226	47	23	intelligence	intelligence	NOUN
ajst-26226	47	24	level	level	NOUN
ajst-26226	47	25	of	of	ADP
ajst-26226	47	26	ship	ship	NOUN
ajst-26226	47	27	manning	man	VERB
ajst-26226	47	28	management	management	NOUN
ajst-26226	47	29	.	.	PUNCT
ajst-26226	48	1	in	in	ADP
ajst-26226	48	2	water	water	NOUN
ajst-26226	48	3	transportation	transportation	NOUN
ajst-26226	48	4	,	,	PUNCT
ajst-26226	48	5	the	the	DET
ajst-26226	48	6	core	core	NOUN
ajst-26226	48	7	of	of	ADP
ajst-26226	48	8	virtual	virtual	ADJ
ajst-26226	48	9	fence	fence	NOUN
ajst-26226	48	10	technology	technology	NOUN
ajst-26226	48	11	lies	lie	VERB
ajst-26226	48	12	in	in	ADP
ajst-26226	48	13	real	real	ADJ
ajst-26226	48	14	-	-	PUNCT
ajst-26226	48	15	time	time	NOUN
ajst-26226	48	16	tracking	tracking	NOUN
ajst-26226	48	17	of	of	ADP
ajst-26226	48	18	ship	ship	NOUN
ajst-26226	48	19	positions	position	NOUN
ajst-26226	48	20	and	and	CCONJ
ajst-26226	48	21	effective	effective	ADJ
ajst-26226	48	22	monitoring	monitoring	NOUN
ajst-26226	48	23	of	of	ADP
ajst-26226	48	24	their	their	PRON
ajst-26226	48	25	entry	entry	NOUN
ajst-26226	48	26	and	and	CCONJ
ajst-26226	48	27	exit	exit	NOUN
ajst-26226	48	28	behaviors	behavior	NOUN
ajst-26226	48	29	,	,	PUNCT
ajst-26226	48	30	with	with	ADP
ajst-26226	48	31	the	the	DET
ajst-26226	48	32	ais	ais	NOUN
ajst-26226	48	33	system	system	NOUN
ajst-26226	48	34	playing	play	VERB
ajst-26226	48	35	a	a	DET
ajst-26226	48	36	crucial	crucial	ADJ
ajst-26226	48	37	role	role	NOUN
ajst-26226	48	38	[	[	X
ajst-26226	48	39	5	5	NUM
ajst-26226	48	40	]	]	PUNCT
ajst-26226	48	41	.	.	PUNCT
ajst-26226	49	1	based	base	VERB
ajst-26226	49	2	on	on	ADP
ajst-26226	49	3	the	the	DET
ajst-26226	49	4	ais	ais	PROPN
ajst-26226	49	5	application	application	NOUN
ajst-26226	49	6	background	background	NOUN
ajst-26226	49	7	,	,	PUNCT
ajst-26226	49	8	the	the	DET
ajst-26226	49	9	platform	platform	NOUN
ajst-26226	49	10	has	have	AUX
ajst-26226	49	11	constructed	construct	VERB
ajst-26226	49	12	an	an	DET
ajst-26226	49	13	electronic	electronic	ADJ
ajst-26226	49	14	data	datum	NOUN
ajst-26226	49	15	fence	fence	NOUN
ajst-26226	49	16	analysis	analysis	NOUN
ajst-26226	49	17	system	system	NOUN
ajst-26226	49	18	for	for	ADP
ajst-26226	49	19	ships	ship	NOUN
ajst-26226	49	20	under	under	ADP
ajst-26226	49	21	a	a	DET
ajst-26226	49	22	virtual	virtual	ADJ
ajst-26226	49	23	fence	fence	NOUN
ajst-26226	49	24	,	,	PUNCT
ajst-26226	49	25	realizing	realize	VERB
ajst-26226	49	26	the	the	DET
ajst-26226	49	27	map	map	NOUN
ajst-26226	49	28	-	-	PUNCT
ajst-26226	49	29	based	base	VERB
ajst-26226	49	30	display	display	NOUN
ajst-26226	49	31	of	of	ADP
ajst-26226	49	32	virtual	virtual	ADJ
ajst-26226	49	33	fences	fence	NOUN
ajst-26226	49	34	and	and	CCONJ
ajst-26226	49	35	ship	ship	NOUN
ajst-26226	49	36	positions	position	NOUN
ajst-26226	49	37	,	,	PUNCT
ajst-26226	49	38	and	and	CCONJ
ajst-26226	49	39	improving	improve	VERB
ajst-26226	49	40	the	the	DET
ajst-26226	49	41	level	level	NOUN
ajst-26226	49	42	of	of	ADP
ajst-26226	49	43	information	information	NOUN
ajst-26226	49	44	visualization	visualization	NOUN
ajst-26226	49	45	.	.	PUNCT
ajst-26226	50	1	ship	ship	NOUN
ajst-26226	50	2	transportation	transportation	NOUN
ajst-26226	50	3	risk	risk	NOUN
ajst-26226	50	4	analysis	analysis	NOUN
ajst-26226	50	5	plays	play	VERB
ajst-26226	50	6	a	a	DET
ajst-26226	50	7	vital	vital	ADJ
ajst-26226	50	8	role	role	NOUN
ajst-26226	50	9	in	in	ADP
ajst-26226	50	10	ensuring	ensure	VERB
ajst-26226	50	11	navigation	navigation	NOUN
ajst-26226	50	12	safety	safety	NOUN
ajst-26226	50	13	,	,	PUNCT
ajst-26226	50	14	enhancing	enhance	VERB
ajst-26226	50	15	transport	transport	NOUN
ajst-26226	50	16	efficiency	efficiency	NOUN
ajst-26226	50	17	,	,	PUNCT
ajst-26226	50	18	reducing	reduce	VERB
ajst-26226	50	19	environmental	environmental	ADJ
ajst-26226	50	20	impact	impact	NOUN
ajst-26226	50	21	,	,	PUNCT
ajst-26226	50	22	and	and	CCONJ
ajst-26226	50	23	ensuring	ensure	VERB
ajst-26226	50	24	compliance	compliance	NOUN
ajst-26226	50	25	.	.	PUNCT
ajst-26226	51	1	the	the	DET
ajst-26226	51	2	ship	ship	NOUN
ajst-26226	51	3	risk	risk	NOUN
ajst-26226	51	4	data	datum	NOUN
ajst-26226	51	5	analysis	analysis	NOUN
ajst-26226	51	6	system	system	NOUN
ajst-26226	51	7	deeply	deeply	ADV
ajst-26226	51	8	analyzes	analyze	VERB
ajst-26226	51	9	various	various	ADJ
ajst-26226	51	10	factors	factor	NOUN
ajst-26226	51	11	in	in	ADP
ajst-26226	51	12	the	the	DET
ajst-26226	51	13	ship	ship	NOUN
ajst-26226	51	14	transportation	transportation	NOUN
ajst-26226	51	15	process	process	NOUN
ajst-26226	51	16	,	,	PUNCT
ajst-26226	51	17	not	not	PART
ajst-26226	51	18	only	only	ADV
ajst-26226	51	19	revealing	reveal	VERB
ajst-26226	51	20	potential	potential	ADJ
ajst-26226	51	21	problems	problem	NOUN
ajst-26226	51	22	and	and	CCONJ
ajst-26226	51	23	areas	area	NOUN
ajst-26226	51	24	for	for	ADP
ajst-26226	51	25	improvement	improvement	NOUN
ajst-26226	51	26	but	but	CCONJ
ajst-26226	51	27	also	also	ADV
ajst-26226	51	28	significantly	significantly	ADV
ajst-26226	51	29	enhancing	enhance	VERB
ajst-26226	51	30	the	the	DET
ajst-26226	51	31	effectiveness	effectiveness	NOUN
ajst-26226	51	32	and	and	CCONJ
ajst-26226	51	33	level	level	NOUN
ajst-26226	51	34	of	of	ADP
ajst-26226	51	35	maritime	maritime	ADJ
ajst-26226	51	36	regulation	regulation	NOUN
ajst-26226	51	37	.	.	PUNCT
ajst-26226	52	1	with	with	ADP
ajst-26226	52	2	the	the	DET
ajst-26226	52	3	development	development	NOUN
ajst-26226	52	4	of	of	ADP
ajst-26226	52	5	water	water	NOUN
ajst-26226	52	6	transportation	transportation	NOUN
ajst-26226	52	7	,	,	PUNCT
ajst-26226	52	8	the	the	DET
ajst-26226	52	9	volume	volume	NOUN
ajst-26226	52	10	of	of	ADP
ajst-26226	52	11	hazardous	hazardous	ADJ
ajst-26226	52	12	chemical	chemical	NOUN
ajst-26226	52	13	shipments	shipment	NOUN
ajst-26226	52	14	and	and	CCONJ
ajst-26226	52	15	the	the	DET
ajst-26226	52	16	risk	risk	NOUN
ajst-26226	52	17	of	of	ADP
ajst-26226	52	18	accidents	accident	NOUN
ajst-26226	52	19	have	have	AUX
ajst-26226	52	20	increased	increase	VERB
ajst-26226	52	21	,	,	PUNCT
ajst-26226	52	22	making	make	VERB
ajst-26226	52	23	it	it	PRON
ajst-26226	52	24	one	one	NUM
ajst-26226	52	25	of	of	ADP
ajst-26226	52	26	the	the	DET
ajst-26226	52	27	key	key	ADJ
ajst-26226	52	28	management	management	NOUN
ajst-26226	52	29	focuses	focus	VERB
ajst-26226	52	30	for	for	ADP
ajst-26226	52	31	maritime	maritime	ADJ
ajst-26226	52	32	regulatory	regulatory	ADJ
ajst-26226	52	33	authorities	authority	NOUN
ajst-26226	52	34	.	.	PUNCT
ajst-26226	53	1	the	the	DET
ajst-26226	53	2	platform	platform	NOUN
ajst-26226	53	3	has	have	AUX
ajst-26226	53	4	designed	design	VERB
ajst-26226	53	5	and	and	CCONJ
ajst-26226	53	6	implemented	implement	VERB
ajst-26226	53	7	an	an	DET
ajst-26226	53	8	ais	ais	NOUN
ajst-26226	53	9	-	-	PUNCT
ajst-26226	53	10	based	base	VERB
ajst-26226	53	11	real	real	ADJ
ajst-26226	53	12	-	-	PUNCT
ajst-26226	53	13	time	time	NOUN
ajst-26226	53	14	analysis	analysis	NOUN
ajst-26226	53	15	system	system	NOUN
ajst-26226	53	16	for	for	ADP
ajst-26226	53	17	risk	risk	NOUN
ajst-26226	53	18	data	datum	NOUN
ajst-26226	53	19	of	of	ADP
ajst-26226	53	20	hazardous	hazardous	ADJ
ajst-26226	53	21	chemical	chemical	NOUN
ajst-26226	53	22	ships	ship	NOUN
ajst-26226	53	23	,	,	PUNCT
ajst-26226	53	24	improving	improve	VERB
ajst-26226	53	25	the	the	DET
ajst-26226	53	26	intelligence	intelligence	NOUN
ajst-26226	53	27	level	level	NOUN
ajst-26226	53	28	of	of	ADP
ajst-26226	53	29	hazardous	hazardous	ADJ
ajst-26226	53	30	chemical	chemical	NOUN
ajst-26226	53	31	ship	ship	NOUN
ajst-26226	53	32	management	management	NOUN
ajst-26226	53	33	.	.	PUNCT
ajst-26226	54	1	2.2	2.2	NUM
ajst-26226	54	2	.	.	PUNCT
ajst-26226	54	3	data	datum	NOUN
ajst-26226	54	4	processing	processing	NOUN
ajst-26226	54	5	architecture	architecture	NOUN
ajst-26226	54	6	as	as	SCONJ
ajst-26226	54	7	shown	show	VERB
ajst-26226	54	8	in	in	ADP
ajst-26226	54	9	figure	figure	NOUN
ajst-26226	54	10	2	2	NUM
ajst-26226	54	11	,	,	PUNCT
ajst-26226	54	12	the	the	DET
ajst-26226	54	13	platform	platform	NOUN
ajst-26226	54	14	adopts	adopt	VERB
ajst-26226	54	15	lambda	lambda	NOUN
ajst-26226	54	16	as	as	ADP
ajst-26226	54	17	its	its	PRON
ajst-26226	54	18	data	data	NOUN
ajst-26226	54	19	processing	processing	NOUN
ajst-26226	54	20	architecture	architecture	NOUN
ajst-26226	54	21	.	.	PUNCT
ajst-26226	55	1	lambda	lambda	ADJ
ajst-26226	55	2	architecture	architecture	NOUN
ajst-26226	55	3	is	be	AUX
ajst-26226	55	4	a	a	DET
ajst-26226	55	5	framework	framework	NOUN
ajst-26226	55	6	for	for	ADP
ajst-26226	55	7	processing	process	VERB
ajst-26226	55	8	big	big	ADJ
ajst-26226	55	9	data	datum	NOUN
ajst-26226	55	10	,	,	PUNCT
ajst-26226	55	11	which	which	PRON
ajst-26226	55	12	combines	combine	VERB
ajst-26226	55	13	batch	batch	NOUN
ajst-26226	55	14	processing	processing	NOUN
ajst-26226	55	15	and	and	CCONJ
ajst-26226	55	16	stream	stream	NOUN
ajst-26226	55	17	processing	processing	NOUN
ajst-26226	55	18	to	to	PART
ajst-26226	55	19	handle	handle	VERB
ajst-26226	55	20	data	datum	NOUN
ajst-26226	55	21	,	,	PUNCT
ajst-26226	55	22	supporting	support	VERB
ajst-26226	55	23	fast	fast	ADJ
ajst-26226	55	24	real	real	ADJ
ajst-26226	55	25	-	-	PUNCT
ajst-26226	55	26	time	time	NOUN
ajst-26226	55	27	queries	query	NOUN
ajst-26226	55	28	and	and	CCONJ
ajst-26226	55	29	complex	complex	ADJ
ajst-26226	55	30	analytical	analytical	ADJ
ajst-26226	55	31	operations	operation	NOUN
ajst-26226	55	32	[	[	X
ajst-26226	55	33	6	6	NUM
ajst-26226	55	34	]	]	PUNCT
ajst-26226	55	35	.	.	PUNCT
ajst-26226	56	1	the	the	DET
ajst-26226	56	2	platform	platform	NOUN
ajst-26226	56	3	is	be	AUX
ajst-26226	56	4	divided	divide	VERB
ajst-26226	56	5	into	into	ADP
ajst-26226	56	6	five	five	NUM
ajst-26226	56	7	layers	layer	NOUN
ajst-26226	56	8	:	:	PUNCT
ajst-26226	56	9	the	the	DET
ajst-26226	56	10	source	source	NOUN
ajst-26226	56	11	data	data	NOUN
ajst-26226	56	12	layer	layer	NOUN
ajst-26226	56	13	,	,	PUNCT
ajst-26226	56	14	the	the	DET
ajst-26226	56	15	data	data	NOUN
ajst-26226	56	16	acquisition	acquisition	NOUN
ajst-26226	56	17	layer	layer	NOUN
ajst-26226	56	18	,	,	PUNCT
ajst-26226	56	19	the	the	DET
ajst-26226	56	20	data	datum	NOUN
ajst-26226	56	21	storage	storage	NOUN
ajst-26226	56	22	layer	layer	NOUN
ajst-26226	56	23	,	,	PUNCT
ajst-26226	56	24	the	the	DET
ajst-26226	56	25	data	datum	NOUN
ajst-26226	56	26	computation	computation	NOUN
ajst-26226	56	27	layer	layer	NOUN
ajst-26226	56	28	,	,	PUNCT
ajst-26226	56	29	and	and	CCONJ
ajst-26226	56	30	the	the	DET
ajst-26226	56	31	data	data	NOUN
ajst-26226	56	32	service	service	NOUN
ajst-26226	56	33	layer	layer	NOUN
ajst-26226	56	34	.	.	PUNCT
ajst-26226	57	1	the	the	DET
ajst-26226	57	2	source	source	NOUN
ajst-26226	57	3	data	data	NOUN
ajst-26226	57	4	layer	layer	NOUN
ajst-26226	57	5	consists	consist	VERB
ajst-26226	57	6	of	of	ADP
ajst-26226	57	7	business	business	NOUN
ajst-26226	57	8	data	datum	NOUN
ajst-26226	57	9	warehouses	warehouse	NOUN
ajst-26226	57	10	,	,	PUNCT
ajst-26226	57	11	internet	internet	NOUN
ajst-26226	57	12	of	of	ADP
ajst-26226	57	13	ships	ship	NOUN
ajst-26226	57	14	(	(	PUNCT
ajst-26226	57	15	ios	ios	PROPN
ajst-26226	57	16	)	)	PUNCT
ajst-26226	57	17	data	datum	NOUN
ajst-26226	57	18	collection	collection	NOUN
ajst-26226	57	19	tools	tool	NOUN
ajst-26226	57	20	,	,	PUNCT
ajst-26226	57	21	and	and	CCONJ
ajst-26226	57	22	so	so	ADV
ajst-26226	57	23	on	on	ADV
ajst-26226	57	24	.	.	PUNCT
ajst-26226	58	1	the	the	DET
ajst-26226	58	2	data	data	NOUN
ajst-26226	58	3	acquisition	acquisition	NOUN
ajst-26226	58	4	layer	layer	NOUN
ajst-26226	58	5	pushes	push	VERB
ajst-26226	58	6	data	datum	NOUN
ajst-26226	58	7	from	from	ADP
ajst-26226	58	8	the	the	DET
ajst-26226	58	9	source	source	NOUN
ajst-26226	58	10	data	data	NOUN
ajst-26226	58	11	layer	layer	NOUN
ajst-26226	58	12	to	to	ADP
ajst-26226	58	13	the	the	DET
ajst-26226	58	14	data	data	NOUN
ajst-26226	58	15	storage	storage	NOUN
ajst-26226	58	16	244	244	NUM
ajst-26226	58	17	layer	layer	NOUN
ajst-26226	58	18	through	through	ADP
ajst-26226	58	19	data	datum	NOUN
ajst-26226	58	20	acquisition	acquisition	NOUN
ajst-26226	58	21	tools	tool	NOUN
ajst-26226	58	22	such	such	ADJ
ajst-26226	58	23	as	as	ADP
ajst-26226	58	24	kafka	kafka	PROPN
ajst-26226	58	25	message	message	NOUN
ajst-26226	58	26	queues	queue	NOUN
ajst-26226	58	27	or	or	CCONJ
ajst-26226	58	28	sqoop	sqoop	NOUN
ajst-26226	58	29	.	.	PUNCT
ajst-26226	59	1	the	the	DET
ajst-26226	59	2	data	data	NOUN
ajst-26226	59	3	storage	storage	NOUN
ajst-26226	59	4	layer	layer	NOUN
ajst-26226	59	5	stores	store	NOUN
ajst-26226	59	6	massive	massive	ADJ
ajst-26226	59	7	amounts	amount	NOUN
ajst-26226	59	8	of	of	ADP
ajst-26226	59	9	ship	ship	NOUN
ajst-26226	59	10	data	datum	NOUN
ajst-26226	59	11	through	through	ADP
ajst-26226	59	12	multi	multi	ADJ
ajst-26226	59	13	-	-	ADJ
ajst-26226	59	14	level	level	ADJ
ajst-26226	59	15	distributed	distribute	VERB
ajst-26226	59	16	storage	storage	NOUN
ajst-26226	59	17	.	.	PUNCT
ajst-26226	60	1	the	the	DET
ajst-26226	60	2	data	data	NOUN
ajst-26226	60	3	computation	computation	NOUN
ajst-26226	60	4	layer	layer	NOUN
ajst-26226	60	5	is	be	AUX
ajst-26226	60	6	divided	divide	VERB
ajst-26226	60	7	into	into	ADP
ajst-26226	60	8	real	real	ADJ
ajst-26226	60	9	-	-	PUNCT
ajst-26226	60	10	time	time	NOUN
ajst-26226	60	11	computation	computation	NOUN
ajst-26226	60	12	and	and	CCONJ
ajst-26226	60	13	offline	offline	ADJ
ajst-26226	60	14	computation	computation	NOUN
ajst-26226	60	15	.	.	PUNCT
ajst-26226	61	1	offline	offline	ADJ
ajst-26226	61	2	computation	computation	NOUN
ajst-26226	61	3	is	be	AUX
ajst-26226	61	4	responsible	responsible	ADJ
ajst-26226	61	5	for	for	ADP
ajst-26226	61	6	storing	store	VERB
ajst-26226	61	7	and	and	CCONJ
ajst-26226	61	8	processing	process	VERB
ajst-26226	61	9	offline	offline	ADJ
ajst-26226	61	10	historical	historical	ADJ
ajst-26226	61	11	data	datum	NOUN
ajst-26226	61	12	sets	set	NOUN
ajst-26226	61	13	,	,	PUNCT
ajst-26226	61	14	generating	generate	VERB
ajst-26226	61	15	specific	specific	ADJ
ajst-26226	61	16	query	query	NOUN
ajst-26226	61	17	views	view	NOUN
ajst-26226	61	18	through	through	ADP
ajst-26226	61	19	precomputation	precomputation	NOUN
ajst-26226	61	20	to	to	PART
ajst-26226	61	21	ensure	ensure	VERB
ajst-26226	61	22	data	datum	NOUN
ajst-26226	61	23	accuracy	accuracy	NOUN
ajst-26226	61	24	and	and	CCONJ
ajst-26226	61	25	completeness	completeness	NOUN
ajst-26226	61	26	.	.	PUNCT
ajst-26226	62	1	the	the	DET
ajst-26226	62	2	real	real	ADJ
ajst-26226	62	3	-	-	PUNCT
ajst-26226	62	4	time	time	NOUN
ajst-26226	62	5	layer	layer	NOUN
ajst-26226	62	6	processes	process	NOUN
ajst-26226	62	7	incrementally	incrementally	ADV
ajst-26226	62	8	generated	generate	VERB
ajst-26226	62	9	real	real	ADJ
ajst-26226	62	10	-	-	PUNCT
ajst-26226	62	11	time	time	NOUN
ajst-26226	62	12	data	datum	NOUN
ajst-26226	62	13	streams	stream	NOUN
ajst-26226	62	14	,	,	PUNCT
ajst-26226	62	15	producing	produce	VERB
ajst-26226	62	16	real	real	ADJ
ajst-26226	62	17	-	-	PUNCT
ajst-26226	62	18	time	time	NOUN
ajst-26226	62	19	data	datum	NOUN
ajst-26226	62	20	views	view	NOUN
ajst-26226	62	21	with	with	ADP
ajst-26226	62	22	low	low	ADJ
ajst-26226	62	23	latency	latency	NOUN
ajst-26226	62	24	,	,	PUNCT
ajst-26226	62	25	as	as	SCONJ
ajst-26226	62	26	it	it	PRON
ajst-26226	62	27	deals	deal	VERB
ajst-26226	62	28	with	with	ADP
ajst-26226	62	29	incremental	incremental	ADJ
ajst-26226	62	30	data	datum	NOUN
ajst-26226	62	31	.	.	PUNCT
ajst-26226	63	1	the	the	DET
ajst-26226	63	2	service	service	NOUN
ajst-26226	63	3	layer	layer	NOUN
ajst-26226	63	4	combines	combine	VERB
ajst-26226	63	5	the	the	DET
ajst-26226	63	6	result	result	NOUN
ajst-26226	63	7	sets	set	NOUN
ajst-26226	63	8	generated	generate	VERB
ajst-26226	63	9	by	by	ADP
ajst-26226	63	10	the	the	DET
ajst-26226	63	11	batch	batch	NOUN
ajst-26226	63	12	processing	processing	NOUN
ajst-26226	63	13	layer	layer	NOUN
ajst-26226	63	14	and	and	CCONJ
ajst-26226	63	15	the	the	DET
ajst-26226	63	16	acceleration	acceleration	NOUN
ajst-26226	63	17	layer	layer	NOUN
ajst-26226	63	18	,	,	PUNCT
ajst-26226	63	19	and	and	CCONJ
ajst-26226	63	20	responds	respond	VERB
ajst-26226	63	21	to	to	PART
ajst-26226	63	22	user	user	NOUN
ajst-26226	63	23	query	query	NOUN
ajst-26226	63	24	requests	request	NOUN
ajst-26226	63	25	.	.	PUNCT
ajst-26226	64	1	figure	figure	NOUN
ajst-26226	64	2	2	2	NUM
ajst-26226	64	3	.	.	PUNCT
ajst-26226	65	1	the	the	DET
ajst-26226	65	2	functional	functional	ADJ
ajst-26226	65	3	module	module	NOUN
ajst-26226	65	4	diagram	diagram	NOUN
ajst-26226	65	5	of	of	ADP
ajst-26226	65	6	the	the	DET
ajst-26226	65	7	platform	platform	NOUN
ajst-26226	65	8	3	3	NUM
ajst-26226	65	9	.	.	PUNCT
ajst-26226	65	10	platform	platform	NOUN
ajst-26226	65	11	implementation	implementation	NOUN
ajst-26226	65	12	3.1	3.1	NUM
ajst-26226	65	13	.	.	PUNCT
ajst-26226	66	1	data	datum	NOUN
ajst-26226	66	2	acquisition	acquisition	NOUN
ajst-26226	66	3	the	the	DET
ajst-26226	66	4	data	data	NOUN
ajst-26226	66	5	originates	originate	NOUN
ajst-26226	66	6	from	from	ADP
ajst-26226	66	7	various	various	ADJ
ajst-26226	66	8	sources	source	NOUN
ajst-26226	66	9	.	.	PUNCT
ajst-26226	67	1	specifically	specifically	ADV
ajst-26226	67	2	,	,	PUNCT
ajst-26226	67	3	the	the	DET
ajst-26226	67	4	ship	ship	NOUN
ajst-26226	67	5	entry	entry	NOUN
ajst-26226	67	6	and	and	CCONJ
ajst-26226	67	7	exit	exit	NOUN
ajst-26226	67	8	data	datum	NOUN
ajst-26226	67	9	comes	come	VERB
ajst-26226	67	10	from	from	ADP
ajst-26226	67	11	a	a	DET
ajst-26226	67	12	secondary	secondary	ADJ
ajst-26226	67	13	lower	low	ADJ
ajst-26226	67	14	-	-	PUNCT
ajst-26226	67	15	level	level	NOUN
ajst-26226	67	16	database	database	NOUN
ajst-26226	67	17	,	,	PUNCT
ajst-26226	67	18	which	which	PRON
ajst-26226	67	19	is	be	AUX
ajst-26226	67	20	based	base	VERB
ajst-26226	67	21	on	on	ADP
ajst-26226	67	22	oracle	oracle	NOUN
ajst-26226	67	23	.	.	PUNCT
ajst-26226	68	1	ship	ship	NOUN
ajst-26226	68	2	ais	ais	PROPN
ajst-26226	68	3	(	(	PUNCT
ajst-26226	68	4	automatic	automatic	ADJ
ajst-26226	68	5	identification	identification	NOUN
ajst-26226	68	6	system	system	NOUN
ajst-26226	68	7	)	)	PUNCT
ajst-26226	68	8	data	datum	NOUN
ajst-26226	68	9	is	be	AUX
ajst-26226	68	10	collected	collect	VERB
ajst-26226	68	11	in	in	ADP
ajst-26226	68	12	real	real	ADJ
ajst-26226	68	13	-	-	PUNCT
ajst-26226	68	14	time	time	NOUN
ajst-26226	68	15	from	from	ADP
ajst-26226	68	16	various	various	ADJ
ajst-26226	68	17	base	base	NOUN
ajst-26226	68	18	stations	station	NOUN
ajst-26226	68	19	.	.	PUNCT
ajst-26226	69	1	water	water	NOUN
ajst-26226	69	2	pollution	pollution	NOUN
ajst-26226	69	3	data	datum	NOUN
ajst-26226	69	4	from	from	ADP
ajst-26226	69	5	ships	ship	NOUN
ajst-26226	69	6	is	be	AUX
ajst-26226	69	7	sourced	source	VERB
ajst-26226	69	8	from	from	ADP
ajst-26226	69	9	the	the	DET
ajst-26226	69	10	ship	ship	NOUN
ajst-26226	69	11	water	water	NOUN
ajst-26226	69	12	pollution	pollution	NOUN
ajst-26226	69	13	business	business	NOUN
ajst-26226	69	14	system	system	NOUN
ajst-26226	69	15	,	,	PUNCT
ajst-26226	69	16	which	which	PRON
ajst-26226	69	17	utilizes	utilize	VERB
ajst-26226	69	18	a	a	DET
ajst-26226	69	19	mysql	mysql	NOUN
ajst-26226	69	20	database	database	NOUN
ajst-26226	69	21	.	.	PUNCT
ajst-26226	70	1	basic	basic	ADJ
ajst-26226	70	2	ship	ship	NOUN
ajst-26226	70	3	information	information	NOUN
ajst-26226	70	4	data	datum	NOUN
ajst-26226	70	5	is	be	AUX
ajst-26226	70	6	derived	derive	VERB
ajst-26226	70	7	from	from	ADP
ajst-26226	70	8	the	the	DET
ajst-26226	70	9	integration	integration	NOUN
ajst-26226	70	10	of	of	ADP
ajst-26226	70	11	multiple	multiple	ADJ
ajst-26226	70	12	databases	database	NOUN
ajst-26226	70	13	,	,	PUNCT
ajst-26226	70	14	including	include	VERB
ajst-26226	70	15	the	the	DET
ajst-26226	70	16	ship	ship	NOUN
ajst-26226	70	17	registration	registration	NOUN
ajst-26226	70	18	system	system	NOUN
ajst-26226	70	19	,	,	PUNCT
ajst-26226	70	20	ship	ship	NOUN
ajst-26226	70	21	radio	radio	NOUN
ajst-26226	70	22	management	management	NOUN
ajst-26226	70	23	system	system	NOUN
ajst-26226	70	24	,	,	PUNCT
ajst-26226	70	25	and	and	CCONJ
ajst-26226	70	26	static	static	PROPN
ajst-26226	70	27	ais	ais	PROPN
ajst-26226	70	28	data	datum	NOUN
ajst-26226	70	29	of	of	ADP
ajst-26226	70	30	ships	ship	NOUN
ajst-26226	70	31	.	.	PUNCT
ajst-26226	71	1	ship	ship	NOUN
ajst-26226	71	2	shore	shore	PROPN
ajst-26226	71	3	power	power	NOUN
ajst-26226	71	4	data	datum	NOUN
ajst-26226	71	5	comes	come	VERB
ajst-26226	71	6	from	from	ADP
ajst-26226	71	7	the	the	DET
ajst-26226	71	8	ship	ship	NOUN
ajst-26226	71	9	shore	shore	NOUN
ajst-26226	71	10	power	power	NOUN
ajst-26226	71	11	system	system	NOUN
ajst-26226	71	12	,	,	PUNCT
ajst-26226	71	13	also	also	ADV
ajst-26226	71	14	based	base	VERB
ajst-26226	71	15	on	on	ADP
ajst-26226	71	16	a	a	DET
ajst-26226	71	17	mysql	mysql	NOUN
ajst-26226	71	18	database	database	NOUN
ajst-26226	71	19	.	.	PUNCT
ajst-26226	72	1	as	as	SCONJ
ajst-26226	72	2	shown	show	VERB
ajst-26226	72	3	in	in	ADP
ajst-26226	72	4	figure	figure	NOUN
ajst-26226	72	5	3	3	NUM
ajst-26226	72	6	,	,	PUNCT
ajst-26226	72	7	to	to	PART
ajst-26226	72	8	collect	collect	VERB
ajst-26226	72	9	data	datum	NOUN
ajst-26226	72	10	from	from	ADP
ajst-26226	72	11	different	different	ADJ
ajst-26226	72	12	sources	source	NOUN
ajst-26226	72	13	into	into	ADP
ajst-26226	72	14	doris	doris	PROPN
ajst-26226	72	15	,	,	PUNCT
ajst-26226	72	16	the	the	DET
ajst-26226	72	17	platform	platform	NOUN
ajst-26226	72	18	uses	use	VERB
ajst-26226	72	19	incremental	incremental	ADJ
ajst-26226	72	20	scripts	script	NOUN
ajst-26226	72	21	to	to	PART
ajst-26226	72	22	push	push	VERB
ajst-26226	72	23	the	the	DET
ajst-26226	72	24	data	datum	NOUN
ajst-26226	72	25	into	into	ADP
ajst-26226	72	26	the	the	DET
ajst-26226	72	27	kafka	kafka	PROPN
ajst-26226	72	28	message	message	NOUN
ajst-26226	72	29	queue	queue	NOUN
ajst-26226	72	30	.	.	PUNCT
ajst-26226	73	1	subsequently	subsequently	ADV
ajst-26226	73	2	,	,	PUNCT
ajst-26226	73	3	kafka	kafka	PROPN
ajst-26226	73	4	connect	connect	PROPN
ajst-26226	73	5	is	be	AUX
ajst-26226	73	6	utilized	utilize	VERB
ajst-26226	73	7	to	to	PART
ajst-26226	73	8	import	import	VERB
ajst-26226	73	9	the	the	DET
ajst-26226	73	10	data	datum	NOUN
ajst-26226	73	11	into	into	ADP
ajst-26226	73	12	the	the	DET
ajst-26226	73	13	doris	doris	PROPN
ajst-26226	73	14	data	data	PROPN
ajst-26226	73	15	warehouse	warehouse	NOUN
ajst-26226	73	16	.	.	PUNCT
ajst-26226	74	1	for	for	ADP
ajst-26226	74	2	the	the	DET
ajst-26226	74	3	data	datum	NOUN
ajst-26226	74	4	acquired	acquire	VERB
ajst-26226	74	5	from	from	ADP
ajst-26226	74	6	ios	ios	PROPN
ajst-26226	74	7	,	,	PUNCT
ajst-26226	74	8	the	the	DET
ajst-26226	74	9	platform	platform	NOUN
ajst-26226	74	10	employs	employ	VERB
ajst-26226	74	11	a	a	DET
ajst-26226	74	12	message	message	NOUN
ajst-26226	74	13	queue	queue	NOUN
ajst-26226	74	14	to	to	PART
ajst-26226	74	15	facilitate	facilitate	VERB
ajst-26226	74	16	real	real	ADJ
ajst-26226	74	17	-	-	PUNCT
ajst-26226	74	18	time	time	NOUN
ajst-26226	74	19	data	datum	NOUN
ajst-26226	74	20	acquisition	acquisition	NOUN
ajst-26226	74	21	and	and	CCONJ
ajst-26226	74	22	transmission	transmission	NOUN
ajst-26226	74	23	.	.	PUNCT
ajst-26226	75	1	it	it	PRON
ajst-26226	75	2	utilizes	utilize	VERB
ajst-26226	75	3	the	the	DET
ajst-26226	75	4	producer	producer	NOUN
ajst-26226	75	5	api	api	NOUN
ajst-26226	75	6	to	to	PART
ajst-26226	75	7	receive	receive	VERB
ajst-26226	75	8	data	datum	NOUN
ajst-26226	75	9	,	,	PUNCT
ajst-26226	75	10	which	which	PRON
ajst-26226	75	11	is	be	AUX
ajst-26226	75	12	then	then	ADV
ajst-26226	75	13	dispatched	dispatch	VERB
ajst-26226	75	14	to	to	ADP
ajst-26226	75	15	a	a	DET
ajst-26226	75	16	flink	flink	PROPN
ajst-26226	75	17	cluster	cluster	NOUN
ajst-26226	75	18	or	or	CCONJ
ajst-26226	75	19	stored	store	VERB
ajst-26226	75	20	in	in	ADP
ajst-26226	75	21	the	the	DET
ajst-26226	75	22	data	data	NOUN
ajst-26226	75	23	storage	storage	NOUN
ajst-26226	75	24	layer	layer	NOUN
ajst-26226	75	25	.	.	PUNCT
ajst-26226	76	1	as	as	ADP
ajst-26226	76	2	for	for	ADP
ajst-26226	76	3	the	the	DET
ajst-26226	76	4	log	log	NOUN
ajst-26226	76	5	data	datum	NOUN
ajst-26226	76	6	from	from	ADP
ajst-26226	76	7	the	the	DET
ajst-26226	76	8	business	business	NOUN
ajst-26226	76	9	database	database	NOUN
ajst-26226	76	10	,	,	PUNCT
ajst-26226	76	11	a	a	DET
ajst-26226	76	12	flume	flume	NOUN
ajst-26226	76	13	client	client	NOUN
ajst-26226	76	14	program	program	NOUN
ajst-26226	76	15	is	be	AUX
ajst-26226	76	16	used	use	VERB
ajst-26226	76	17	to	to	PART
ajst-26226	76	18	collect	collect	VERB
ajst-26226	76	19	it	it	PRON
ajst-26226	76	20	in	in	ADP
ajst-26226	76	21	real	real	ADJ
ajst-26226	76	22	-	-	PUNCT
ajst-26226	76	23	time	time	NOUN
ajst-26226	76	24	from	from	ADP
ajst-26226	76	25	the	the	DET
ajst-26226	76	26	nginx	nginx	PROPN
ajst-26226	76	27	server	server	NOUN
ajst-26226	76	28	.	.	PUNCT
ajst-26226	77	1	this	this	DET
ajst-26226	77	2	data	data	NOUN
ajst-26226	77	3	is	be	AUX
ajst-26226	77	4	subsequently	subsequently	ADV
ajst-26226	77	5	transmitted	transmit	VERB
ajst-26226	77	6	to	to	ADP
ajst-26226	77	7	the	the	DET
ajst-26226	77	8	data	datum	NOUN
ajst-26226	77	9	storage	storage	NOUN
ajst-26226	77	10	layer	layer	NOUN
ajst-26226	77	11	via	via	ADP
ajst-26226	77	12	the	the	DET
ajst-26226	77	13	kafka	kafka	PROPN
ajst-26226	77	14	message	message	NOUN
ajst-26226	77	15	queue	queue	NOUN
ajst-26226	77	16	.	.	PUNCT
ajst-26226	78	1	245	245	NUM
ajst-26226	78	2	figure	figure	NOUN
ajst-26226	78	3	3	3	NUM
ajst-26226	78	4	.	.	PUNCT
ajst-26226	79	1	the	the	DET
ajst-26226	79	2	data	data	NOUN
ajst-26226	79	3	collection	collection	NOUN
ajst-26226	79	4	process	process	NOUN
ajst-26226	79	5	from	from	ADP
ajst-26226	79	6	the	the	DET
ajst-26226	79	7	business	business	NOUN
ajst-26226	79	8	database	database	NOUN
ajst-26226	79	9	3.2	3.2	NUM
ajst-26226	79	10	.	.	PUNCT
ajst-26226	80	1	data	datum	NOUN
ajst-26226	80	2	computing	compute	VERB
ajst-26226	80	3	in	in	ADP
ajst-26226	80	4	the	the	DET
ajst-26226	80	5	early	early	ADJ
ajst-26226	80	6	stages	stage	NOUN
ajst-26226	80	7	,	,	PUNCT
ajst-26226	80	8	the	the	DET
ajst-26226	80	9	system	system	NOUN
ajst-26226	80	10	adopted	adopt	VERB
ajst-26226	80	11	a	a	DET
ajst-26226	80	12	traditional	traditional	ADJ
ajst-26226	80	13	relational	relational	ADJ
ajst-26226	80	14	data	datum	NOUN
ajst-26226	80	15	warehouse	warehouse	NOUN
ajst-26226	80	16	architecture	architecture	NOUN
ajst-26226	80	17	,	,	PUNCT
ajst-26226	80	18	but	but	CCONJ
ajst-26226	80	19	this	this	PRON
ajst-26226	80	20	failed	fail	VERB
ajst-26226	80	21	to	to	PART
ajst-26226	80	22	meet	meet	VERB
ajst-26226	80	23	the	the	DET
ajst-26226	80	24	growing	grow	VERB
ajst-26226	80	25	demands	demand	NOUN
ajst-26226	80	26	of	of	ADP
ajst-26226	80	27	data	datum	NOUN
ajst-26226	80	28	processing	processing	NOUN
ajst-26226	80	29	.	.	PUNCT
ajst-26226	81	1	it	it	PRON
ajst-26226	81	2	was	be	AUX
ajst-26226	81	3	unable	unable	ADJ
ajst-26226	81	4	to	to	PART
ajst-26226	81	5	handle	handle	VERB
ajst-26226	81	6	large	large	ADJ
ajst-26226	81	7	volumes	volume	NOUN
ajst-26226	81	8	of	of	ADP
ajst-26226	81	9	data	datum	NOUN
ajst-26226	81	10	queries	query	NOUN
ajst-26226	81	11	,	,	PUNCT
ajst-26226	81	12	particularly	particularly	ADV
ajst-26226	81	13	those	those	PRON
ajst-26226	81	14	related	relate	VERB
ajst-26226	81	15	to	to	ADP
ajst-26226	81	16	ship	ship	NOUN
ajst-26226	81	17	trajectory	trajectory	NOUN
ajst-26226	81	18	information	information	NOUN
ajst-26226	81	19	.	.	PUNCT
ajst-26226	82	1	to	to	PART
ajst-26226	82	2	enhance	enhance	VERB
ajst-26226	82	3	data	data	NOUN
ajst-26226	82	4	processing	processing	NOUN
ajst-26226	82	5	reliability	reliability	NOUN
ajst-26226	82	6	and	and	CCONJ
ajst-26226	82	7	real	real	ADJ
ajst-26226	82	8	-	-	PUNCT
ajst-26226	82	9	time	time	NOUN
ajst-26226	82	10	performance	performance	NOUN
ajst-26226	82	11	,	,	PUNCT
ajst-26226	82	12	the	the	DET
ajst-26226	82	13	platform	platform	NOUN
ajst-26226	82	14	transitioned	transition	VERB
ajst-26226	82	15	to	to	ADP
ajst-26226	82	16	a	a	DET
ajst-26226	82	17	lambda	lambda	NOUN
ajst-26226	82	18	-	-	PUNCT
ajst-26226	82	19	based	base	VERB
ajst-26226	82	20	data	data	NOUN
ajst-26226	82	21	processing	processing	NOUN
ajst-26226	82	22	architecture	architecture	NOUN
ajst-26226	82	23	.	.	PUNCT
ajst-26226	83	1	this	this	DET
ajst-26226	83	2	architecture	architecture	NOUN
ajst-26226	83	3	design	design	NOUN
ajst-26226	83	4	boasts	boast	VERB
ajst-26226	83	5	strong	strong	ADJ
ajst-26226	83	6	fault	fault	NOUN
ajst-26226	83	7	tolerance	tolerance	NOUN
ajst-26226	83	8	and	and	CCONJ
ajst-26226	83	9	high	high	ADJ
ajst-26226	83	10	query	query	NOUN
ajst-26226	83	11	flexibility	flexibility	NOUN
ajst-26226	83	12	,	,	PUNCT
ajst-26226	83	13	with	with	ADP
ajst-26226	83	14	its	its	PRON
ajst-26226	83	15	batch	batch	NOUN
ajst-26226	83	16	processing	processing	NOUN
ajst-26226	83	17	layer	layer	NOUN
ajst-26226	83	18	,	,	PUNCT
ajst-26226	83	19	speed	speed	NOUN
ajst-26226	83	20	layer	layer	NOUN
ajst-26226	83	21	,	,	PUNCT
ajst-26226	83	22	and	and	CCONJ
ajst-26226	83	23	service	service	NOUN
ajst-26226	83	24	layer	layer	NOUN
ajst-26226	83	25	all	all	PRON
ajst-26226	83	26	being	be	AUX
ajst-26226	83	27	easily	easily	ADV
ajst-26226	83	28	scalable	scalable	ADJ
ajst-26226	83	29	.	.	PUNCT
ajst-26226	84	1	the	the	DET
ajst-26226	84	2	data	datum	NOUN
ajst-26226	84	3	processing	processing	NOUN
ajst-26226	84	4	architecture	architecture	NOUN
ajst-26226	84	5	model	model	NOUN
ajst-26226	84	6	combines	combine	VERB
ajst-26226	84	7	batch	batch	NOUN
ajst-26226	84	8	processing	processing	NOUN
ajst-26226	84	9	and	and	CCONJ
ajst-26226	84	10	real	real	ADJ
ajst-26226	84	11	-	-	PUNCT
ajst-26226	84	12	time	time	NOUN
ajst-26226	84	13	processing	processing	NOUN
ajst-26226	84	14	methods	method	NOUN
ajst-26226	84	15	,	,	PUNCT
ajst-26226	84	16	aiming	aim	VERB
ajst-26226	84	17	to	to	PART
ajst-26226	84	18	provide	provide	VERB
ajst-26226	84	19	a	a	DET
ajst-26226	84	20	highperformance	highperformance	NOUN
ajst-26226	84	21	,	,	PUNCT
ajst-26226	84	22	low	low	ADJ
ajst-26226	84	23	-	-	PUNCT
ajst-26226	84	24	latency	latency	NOUN
ajst-26226	84	25	,	,	PUNCT
ajst-26226	84	26	and	and	CCONJ
ajst-26226	84	27	fault	fault	NOUN
ajst-26226	84	28	-	-	PUNCT
ajst-26226	84	29	tolerant	tolerant	ADJ
ajst-26226	84	30	data	datum	NOUN
ajst-26226	84	31	processing	processing	NOUN
ajst-26226	84	32	solution	solution	NOUN
ajst-26226	84	33	.	.	PUNCT
ajst-26226	85	1	the	the	DET
ajst-26226	85	2	computing	computing	NOUN
ajst-26226	85	3	layer	layer	NOUN
ajst-26226	85	4	employs	employ	VERB
ajst-26226	85	5	flink	flink	NOUN
ajst-26226	85	6	as	as	ADP
ajst-26226	85	7	the	the	DET
ajst-26226	85	8	streaming	streaming	NOUN
ajst-26226	85	9	data	data	NOUN
ajst-26226	85	10	processing	processing	NOUN
ajst-26226	85	11	engine	engine	NOUN
ajst-26226	85	12	,	,	PUNCT
ajst-26226	85	13	responsible	responsible	ADJ
ajst-26226	85	14	for	for	ADP
ajst-26226	85	15	reading	read	VERB
ajst-26226	85	16	shipping	shipping	NOUN
ajst-26226	85	17	data	datum	NOUN
ajst-26226	85	18	streams	stream	NOUN
ajst-26226	85	19	in	in	ADP
ajst-26226	85	20	real	real	ADJ
ajst-26226	85	21	-	-	PUNCT
ajst-26226	85	22	time	time	NOUN
ajst-26226	85	23	from	from	ADP
ajst-26226	85	24	kafka	kafka	PROPN
ajst-26226	85	25	.	.	PUNCT
ajst-26226	86	1	the	the	DET
ajst-26226	86	2	tasks	task	NOUN
ajst-26226	86	3	of	of	ADP
ajst-26226	86	4	this	this	DET
ajst-26226	86	5	layer	layer	NOUN
ajst-26226	86	6	involve	involve	VERB
ajst-26226	86	7	real	real	ADJ
ajst-26226	86	8	-	-	PUNCT
ajst-26226	86	9	time	time	NOUN
ajst-26226	86	10	processing	processing	NOUN
ajst-26226	86	11	and	and	CCONJ
ajst-26226	86	12	storage	storage	NOUN
ajst-26226	86	13	of	of	ADP
ajst-26226	86	14	received	receive	VERB
ajst-26226	86	15	ship	ship	NOUN
ajst-26226	86	16	data	datum	NOUN
ajst-26226	86	17	to	to	PART
ajst-26226	86	18	support	support	VERB
ajst-26226	86	19	the	the	DET
ajst-26226	86	20	system	system	NOUN
ajst-26226	86	21	's	's	PART
ajst-26226	86	22	real	real	ADJ
ajst-26226	86	23	-	-	PUNCT
ajst-26226	86	24	time	time	NOUN
ajst-26226	86	25	monitoring	monitoring	NOUN
ajst-26226	86	26	and	and	CCONJ
ajst-26226	86	27	analysis	analysis	NOUN
ajst-26226	86	28	functions	function	NOUN
ajst-26226	86	29	.	.	PUNCT
ajst-26226	87	1	for	for	ADP
ajst-26226	87	2	batch	batch	NOUN
ajst-26226	87	3	processing	processing	NOUN
ajst-26226	87	4	,	,	PUNCT
ajst-26226	87	5	spark	spark	NOUN
ajst-26226	87	6	is	be	AUX
ajst-26226	87	7	used	use	VERB
ajst-26226	87	8	to	to	PART
ajst-26226	87	9	analyze	analyze	VERB
ajst-26226	87	10	and	and	CCONJ
ajst-26226	87	11	mine	mine	NOUN
ajst-26226	87	12	data	datum	NOUN
ajst-26226	87	13	within	within	ADP
ajst-26226	87	14	specific	specific	ADJ
ajst-26226	87	15	time	time	NOUN
ajst-26226	87	16	ranges	range	NOUN
ajst-26226	87	17	.	.	PUNCT
ajst-26226	88	1	3.3	3.3	NUM
ajst-26226	88	2	.	.	PUNCT
ajst-26226	88	3	data	datum	NOUN
ajst-26226	88	4	server	server	NOUN
ajst-26226	88	5	layer	layer	NOUN
ajst-26226	88	6	the	the	DET
ajst-26226	88	7	data	data	NOUN
ajst-26226	88	8	service	service	NOUN
ajst-26226	88	9	layer	layer	NOUN
ajst-26226	88	10	is	be	AUX
ajst-26226	88	11	implemented	implement	VERB
ajst-26226	88	12	using	use	VERB
ajst-26226	88	13	a	a	DET
ajst-26226	88	14	front	front	ADJ
ajst-26226	88	15	-	-	PUNCT
ajst-26226	88	16	end	end	NOUN
ajst-26226	88	17	and	and	CCONJ
ajst-26226	88	18	back	back	ADJ
ajst-26226	88	19	-	-	PUNCT
ajst-26226	88	20	end	end	NOUN
ajst-26226	88	21	separated	separate	VERB
ajst-26226	88	22	architecture	architecture	NOUN
ajst-26226	88	23	model	model	NOUN
ajst-26226	88	24	.	.	PUNCT
ajst-26226	89	1	the	the	DET
ajst-26226	89	2	back	back	ADJ
ajst-26226	89	3	-	-	PUNCT
ajst-26226	89	4	end	end	NOUN
ajst-26226	89	5	primarily	primarily	ADV
ajst-26226	89	6	consists	consist	VERB
ajst-26226	89	7	of	of	ADP
ajst-26226	89	8	the	the	DET
ajst-26226	89	9	view	view	NOUN
ajst-26226	89	10	layer	layer	NOUN
ajst-26226	89	11	,	,	PUNCT
ajst-26226	89	12	controller	controller	NOUN
ajst-26226	89	13	layer	layer	NOUN
ajst-26226	89	14	,	,	PUNCT
ajst-26226	89	15	service	service	NOUN
ajst-26226	89	16	layer	layer	NOUN
ajst-26226	89	17	,	,	PUNCT
ajst-26226	89	18	and	and	CCONJ
ajst-26226	89	19	mapper	mapper	NOUN
ajst-26226	89	20	layer	layer	NOUN
ajst-26226	89	21	.	.	PUNCT
ajst-26226	90	1	the	the	DET
ajst-26226	90	2	front	front	ADJ
ajst-26226	90	3	-	-	PUNCT
ajst-26226	90	4	end	end	NOUN
ajst-26226	90	5	mainly	mainly	ADV
ajst-26226	90	6	follows	follow	VERB
ajst-26226	90	7	the	the	DET
ajst-26226	90	8	development	development	NOUN
ajst-26226	90	9	method	method	NOUN
ajst-26226	90	10	of	of	ADP
ajst-26226	90	11	responsive	responsive	ADJ
ajst-26226	90	12	systems	system	NOUN
ajst-26226	90	13	,	,	PUNCT
ajst-26226	90	14	designing	design	VERB
ajst-26226	90	15	and	and	CCONJ
ajst-26226	90	16	implementing	implement	VERB
ajst-26226	90	17	a	a	DET
ajst-26226	90	18	responsive	responsive	ADJ
ajst-26226	90	19	ship	ship	NOUN
ajst-26226	90	20	data	datum	NOUN
ajst-26226	90	21	visualization	visualization	NOUN
ajst-26226	90	22	system	system	NOUN
ajst-26226	90	23	based	base	VERB
ajst-26226	90	24	on	on	ADP
ajst-26226	90	25	vue	vue	PROPN
ajst-26226	90	26	technology	technology	PROPN
ajst-26226	90	27	.	.	PUNCT
ajst-26226	91	1	the	the	DET
ajst-26226	91	2	base	base	NOUN
ajst-26226	91	3	map	map	NOUN
ajst-26226	91	4	plays	play	VERB
ajst-26226	91	5	a	a	DET
ajst-26226	91	6	crucial	crucial	ADJ
ajst-26226	91	7	role	role	NOUN
ajst-26226	91	8	in	in	ADP
ajst-26226	91	9	the	the	DET
ajst-26226	91	10	display	display	NOUN
ajst-26226	91	11	of	of	ADP
ajst-26226	91	12	the	the	DET
ajst-26226	91	13	entire	entire	ADJ
ajst-26226	91	14	electronic	electronic	ADJ
ajst-26226	91	15	chart	chart	NOUN
ajst-26226	91	16	,	,	PUNCT
ajst-26226	91	17	and	and	CCONJ
ajst-26226	91	18	ais	ais	NOUN
ajst-26226	91	19	-	-	PUNCT
ajst-26226	91	20	based	base	VERB
ajst-26226	91	21	ship	ship	NOUN
ajst-26226	91	22	display	display	NOUN
ajst-26226	91	23	requires	require	VERB
ajst-26226	91	24	accurate	accurate	ADJ
ajst-26226	91	25	and	and	CCONJ
ajst-26226	91	26	reliable	reliable	ADJ
ajst-26226	91	27	electronic	electronic	ADJ
ajst-26226	91	28	base	base	NOUN
ajst-26226	91	29	maps	map	NOUN
ajst-26226	91	30	.	.	PUNCT
ajst-26226	92	1	utilizing	utilize	VERB
ajst-26226	92	2	third	third	ADJ
ajst-26226	92	3	-	-	PUNCT
ajst-26226	92	4	party	party	NOUN
ajst-26226	92	5	mapbox	mapbox	NOUN
ajst-26226	92	6	to	to	PART
ajst-26226	92	7	implement	implement	VERB
ajst-26226	92	8	the	the	DET
ajst-26226	92	9	base	base	NOUN
ajst-26226	92	10	map	map	NOUN
ajst-26226	92	11	ensures	ensure	VERB
ajst-26226	92	12	the	the	DET
ajst-26226	92	13	accuracy	accuracy	NOUN
ajst-26226	92	14	of	of	ADP
ajst-26226	92	15	basic	basic	ADJ
ajst-26226	92	16	roads	road	NOUN
ajst-26226	92	17	,	,	PUNCT
ajst-26226	92	18	rivers	river	NOUN
ajst-26226	92	19	,	,	PUNCT
ajst-26226	92	20	and	and	CCONJ
ajst-26226	92	21	regions	region	NOUN
ajst-26226	92	22	.	.	PUNCT
ajst-26226	93	1	to	to	PART
ajst-26226	93	2	efficiently	efficiently	ADV
ajst-26226	93	3	and	and	CCONJ
ajst-26226	93	4	uniformly	uniformly	ADV
ajst-26226	93	5	load	load	NOUN
ajst-26226	93	6	map	map	NOUN
ajst-26226	93	7	data	datum	NOUN
ajst-26226	93	8	,	,	PUNCT
ajst-26226	93	9	the	the	DET
ajst-26226	93	10	front	front	ADJ
ajst-26226	93	11	-	-	PUNCT
ajst-26226	93	12	end	end	NOUN
ajst-26226	93	13	employs	employ	VERB
ajst-26226	93	14	the	the	DET
ajst-26226	93	15	high	high	ADJ
ajst-26226	93	16	-	-	PUNCT
ajst-26226	93	17	performance	performance	NOUN
ajst-26226	93	18	openlayers	openlayer	NOUN
ajst-26226	93	19	interactive	interactive	ADJ
ajst-26226	93	20	map	map	NOUN
ajst-26226	93	21	library	library	NOUN
ajst-26226	93	22	to	to	PART
ajst-26226	93	23	display	display	VERB
ajst-26226	93	24	maps	map	NOUN
ajst-26226	93	25	.	.	PUNCT
ajst-26226	94	1	the	the	DET
ajst-26226	94	2	mapbox	mapbox	PROPN
ajst-26226	94	3	map	map	NOUN
ajst-26226	94	4	service	service	NOUN
ajst-26226	94	5	supports	support	VERB
ajst-26226	94	6	http	http	ADJ
ajst-26226	94	7	and	and	CCONJ
ajst-26226	94	8	https	https	NOUN
ajst-26226	94	9	protocols	protocol	NOUN
ajst-26226	94	10	,	,	PUNCT
ajst-26226	94	11	adhering	adhere	VERB
ajst-26226	94	12	to	to	ADP
ajst-26226	94	13	the	the	DET
ajst-26226	94	14	web	web	NOUN
ajst-26226	94	15	map	map	NOUN
ajst-26226	94	16	tile	tile	NOUN
ajst-26226	94	17	service	service	NOUN
ajst-26226	94	18	(	(	PUNCT
ajst-26226	94	19	wmts	wmts	PROPN
ajst-26226	94	20	)	)	PUNCT
ajst-26226	94	21	standard	standard	NOUN
ajst-26226	94	22	of	of	ADP
ajst-26226	94	23	the	the	DET
ajst-26226	94	24	open	open	ADJ
ajst-26226	94	25	geospatial	geospatial	PROPN
ajst-26226	94	26	consortium	consortium	NOUN
ajst-26226	94	27	(	(	PUNCT
ajst-26226	94	28	ogc	ogc	NOUN
ajst-26226	94	29	)	)	PUNCT
ajst-26226	94	30	,	,	PUNCT
ajst-26226	94	31	and	and	CCONJ
ajst-26226	94	32	provides	provide	VERB
ajst-26226	94	33	services	service	NOUN
ajst-26226	94	34	such	such	ADJ
ajst-26226	94	35	as	as	ADP
ajst-26226	94	36	vector	vector	NOUN
ajst-26226	94	37	base	base	NOUN
ajst-26226	94	38	maps	map	NOUN
ajst-26226	94	39	,	,	PUNCT
ajst-26226	94	40	vector	vector	NOUN
ajst-26226	94	41	annotations	annotation	NOUN
ajst-26226	94	42	,	,	PUNCT
ajst-26226	94	43	image	image	NOUN
ajst-26226	94	44	base	base	NOUN
ajst-26226	94	45	maps	map	NOUN
ajst-26226	94	46	,	,	PUNCT
ajst-26226	94	47	and	and	CCONJ
ajst-26226	94	48	image	image	NOUN
ajst-26226	94	49	annotations	annotation	NOUN
ajst-26226	94	50	.	.	PUNCT
ajst-26226	95	1	4	4	X
ajst-26226	95	2	.	.	X
ajst-26226	95	3	application	application	NOUN
ajst-26226	95	4	of	of	ADP
ajst-26226	95	5	the	the	DET
ajst-26226	95	6	platform	platform	NOUN
ajst-26226	95	7	in	in	ADP
ajst-26226	95	8	education	education	NOUN
ajst-26226	95	9	4.1	4.1	NUM
ajst-26226	95	10	.	.	PUNCT
ajst-26226	95	11	project	project	NOUN
ajst-26226	95	12	-	-	PUNCT
ajst-26226	95	13	based	base	VERB
ajst-26226	95	14	teaching	teaching	NOUN
ajst-26226	95	15	project	project	NOUN
ajst-26226	95	16	-	-	PUNCT
ajst-26226	95	17	based	base	VERB
ajst-26226	95	18	learning	learning	NOUN
ajst-26226	95	19	is	be	AUX
ajst-26226	95	20	a	a	DET
ajst-26226	95	21	student	student	NOUN
ajst-26226	95	22	-	-	PUNCT
ajst-26226	95	23	centered	center	VERB
ajst-26226	95	24	teaching	teaching	NOUN
ajst-26226	95	25	method	method	NOUN
ajst-26226	95	26	that	that	PRON
ajst-26226	95	27	facilitates	facilitate	VERB
ajst-26226	95	28	student	student	NOUN
ajst-26226	95	29	learning	learning	NOUN
ajst-26226	95	30	and	and	CCONJ
ajst-26226	95	31	growth	growth	NOUN
ajst-26226	95	32	through	through	ADP
ajst-26226	95	33	hands	hand	NOUN
ajst-26226	95	34	-	-	PUNCT
ajst-26226	95	35	on	on	ADP
ajst-26226	95	36	project	project	NOUN
ajst-26226	95	37	experiences	experience	NOUN
ajst-26226	95	38	;	;	PUNCT
ajst-26226	95	39	the	the	DET
ajst-26226	95	40	selection	selection	NOUN
ajst-26226	95	41	of	of	ADP
ajst-26226	95	42	project	project	NOUN
ajst-26226	95	43	cases	case	NOUN
ajst-26226	95	44	is	be	AUX
ajst-26226	95	45	crucial	crucial	ADJ
ajst-26226	95	46	to	to	ADP
ajst-26226	95	47	teaching	teaching	NOUN
ajst-26226	95	48	effectiveness	effectiveness	NOUN
ajst-26226	95	49	,	,	PUNCT
ajst-26226	95	50	as	as	SCONJ
ajst-26226	95	51	appropriate	appropriate	ADJ
ajst-26226	95	52	cases	case	NOUN
ajst-26226	95	53	can	can	AUX
ajst-26226	95	54	stimulate	stimulate	VERB
ajst-26226	95	55	students	student	NOUN
ajst-26226	95	56	'	'	PART
ajst-26226	95	57	interest	interest	NOUN
ajst-26226	95	58	and	and	CCONJ
ajst-26226	95	59	enhance	enhance	VERB
ajst-26226	95	60	their	their	PRON
ajst-26226	95	61	practical	practical	ADJ
ajst-26226	95	62	abilities	ability	NOUN
ajst-26226	95	63	and	and	CCONJ
ajst-26226	95	64	problem	problem	NOUN
ajst-26226	95	65	-	-	PUNCT
ajst-26226	95	66	solving	solve	VERB
ajst-26226	95	67	skills	skill	NOUN
ajst-26226	95	68	[	[	X
ajst-26226	95	69	7	7	NUM
ajst-26226	95	70	]	]	PUNCT
ajst-26226	95	71	.	.	PUNCT
ajst-26226	96	1	the	the	DET
ajst-26226	96	2	curriculum	curriculum	NOUN
ajst-26226	96	3	system	system	NOUN
ajst-26226	96	4	for	for	ADP
ajst-26226	96	5	the	the	DET
ajst-26226	96	6	big	big	ADJ
ajst-26226	96	7	data	data	NOUN
ajst-26226	96	8	direction	direction	NOUN
ajst-26226	96	9	revolves	revolve	VERB
ajst-26226	96	10	around	around	ADP
ajst-26226	96	11	real	real	ADJ
ajst-26226	96	12	-	-	PUNCT
ajst-26226	96	13	world	world	NOUN
ajst-26226	96	14	smart	smart	ADJ
ajst-26226	96	15	shipping	shipping	NOUN
ajst-26226	96	16	projects	project	NOUN
ajst-26226	96	17	,	,	PUNCT
ajst-26226	96	18	with	with	ADP
ajst-26226	96	19	all	all	DET
ajst-26226	96	20	courses	course	NOUN
ajst-26226	96	21	covering	cover	VERB
ajst-26226	96	22	the	the	DET
ajst-26226	96	23	full	full	ADJ
ajst-26226	96	24	range	range	NOUN
ajst-26226	96	25	of	of	ADP
ajst-26226	96	26	knowledge	knowledge	NOUN
ajst-26226	96	27	and	and	CCONJ
ajst-26226	96	28	technologies	technology	NOUN
ajst-26226	96	29	required	require	VERB
ajst-26226	96	30	for	for	ADP
ajst-26226	96	31	project	project	NOUN
ajst-26226	96	32	development	development	NOUN
ajst-26226	96	33	.	.	PUNCT
ajst-26226	97	1	the	the	DET
ajst-26226	97	2	big	big	ADJ
ajst-26226	97	3	data	data	NOUN
ajst-26226	97	4	application	application	NOUN
ajst-26226	97	5	module	module	NOUN
ajst-26226	97	6	for	for	ADP
ajst-26226	97	7	the	the	DET
ajst-26226	97	8	ship	ship	NOUN
ajst-26226	97	9	's	's	PART
ajst-26226	97	10	shore	shore	NOUN
ajst-26226	97	11	power	power	NOUN
ajst-26226	97	12	system	system	NOUN
ajst-26226	97	13	is	be	AUX
ajst-26226	97	14	a	a	DET
ajst-26226	97	15	project	project	NOUN
ajst-26226	97	16	that	that	PRON
ajst-26226	97	17	runs	run	VERB
ajst-26226	97	18	through	through	ADP
ajst-26226	97	19	the	the	DET
ajst-26226	97	20	core	core	ADJ
ajst-26226	97	21	courses	course	NOUN
ajst-26226	97	22	of	of	ADP
ajst-26226	97	23	the	the	DET
ajst-26226	97	24	professional	professional	ADJ
ajst-26226	97	25	group	group	NOUN
ajst-26226	97	26	,	,	PUNCT
ajst-26226	97	27	serving	serve	VERB
ajst-26226	97	28	as	as	ADP
ajst-26226	97	29	a	a	DET
ajst-26226	97	30	common	common	ADJ
ajst-26226	97	31	teaching	teaching	NOUN
ajst-26226	97	32	carrier	carrier	NOUN
ajst-26226	97	33	to	to	PART
ajst-26226	97	34	organically	organically	ADV
ajst-26226	97	35	link	link	VERB
ajst-26226	97	36	the	the	DET
ajst-26226	97	37	courses	course	NOUN
ajst-26226	97	38	within	within	ADP
ajst-26226	97	39	the	the	DET
ajst-26226	97	40	professional	professional	ADJ
ajst-26226	97	41	group	group	NOUN
ajst-26226	97	42	.	.	PUNCT
ajst-26226	98	1	the	the	DET
ajst-26226	98	2	basic	basic	ADJ
ajst-26226	98	3	skills	skill	NOUN
ajst-26226	98	4	for	for	ADP
ajst-26226	98	5	big	big	ADJ
ajst-26226	98	6	data	datum	NOUN
ajst-26226	98	7	applications	application	NOUN
ajst-26226	98	8	in	in	ADP
ajst-26226	98	9	the	the	DET
ajst-26226	98	10	ship	ship	NOUN
ajst-26226	98	11	's	's	PART
ajst-26226	98	12	shore	shore	NOUN
ajst-26226	98	13	power	power	NOUN
ajst-26226	98	14	system	system	NOUN
ajst-26226	98	15	include	include	VERB
ajst-26226	98	16	system	system	NOUN
ajst-26226	98	17	platforms	platform	NOUN
ajst-26226	98	18	,	,	PUNCT
ajst-26226	98	19	programming	programming	NOUN
ajst-26226	98	20	fundamentals	fundamental	NOUN
ajst-26226	98	21	,	,	PUNCT
ajst-26226	98	22	and	and	CCONJ
ajst-26226	98	23	data	datum	NOUN
ajst-26226	98	24	visualization	visualization	NOUN
ajst-26226	98	25	basics	basic	NOUN
ajst-26226	98	26	,	,	PUNCT
ajst-26226	98	27	with	with	ADP
ajst-26226	98	28	the	the	DET
ajst-26226	98	29	technical	technical	ADJ
ajst-26226	98	30	content	content	NOUN
ajst-26226	98	31	used	use	VERB
ajst-26226	98	32	in	in	ADP
ajst-26226	98	33	the	the	DET
ajst-26226	98	34	project	project	NOUN
ajst-26226	98	35	being	be	AUX
ajst-26226	98	36	broken	break	VERB
ajst-26226	98	37	down	down	ADP
ajst-26226	98	38	into	into	ADP
ajst-26226	98	39	corresponding	correspond	VERB
ajst-26226	98	40	courses	course	NOUN
ajst-26226	98	41	.	.	PUNCT
ajst-26226	99	1	centered	center	VERB
ajst-26226	99	2	around	around	ADP
ajst-26226	99	3	the	the	DET
ajst-26226	99	4	big	big	ADJ
ajst-26226	99	5	data	datum	NOUN
ajst-26226	99	6	processing	processing	NOUN
ajst-26226	99	7	flow	flow	NOUN
ajst-26226	99	8	for	for	ADP
ajst-26226	99	9	the	the	DET
ajst-26226	99	10	ship	ship	NOUN
ajst-26226	99	11	's	's	PART
ajst-26226	99	12	shore	shore	NOUN
ajst-26226	99	13	power	power	NOUN
ajst-26226	99	14	system	system	NOUN
ajst-26226	99	15	,	,	PUNCT
ajst-26226	99	16	from	from	ADP
ajst-26226	99	17	acquisition	acquisition	NOUN
ajst-26226	99	18	,	,	PUNCT
ajst-26226	99	19	storage	storage	NOUN
ajst-26226	99	20	,	,	PUNCT
ajst-26226	99	21	analysis	analysis	NOUN
ajst-26226	99	22	to	to	ADP
ajst-26226	99	23	visualization	visualization	NOUN
ajst-26226	99	24	,	,	PUNCT
ajst-26226	99	25	this	this	DET
ajst-26226	99	26	flow	flow	NOUN
ajst-26226	99	27	is	be	AUX
ajst-26226	99	28	integrated	integrate	VERB
ajst-26226	99	29	into	into	ADP
ajst-26226	99	30	the	the	DET
ajst-26226	99	31	curriculum	curriculum	NOUN
ajst-26226	99	32	system	system	NOUN
ajst-26226	99	33	.	.	PUNCT
ajst-26226	100	1	in	in	ADP
ajst-26226	100	2	the	the	DET
ajst-26226	100	3	process	process	NOUN
ajst-26226	100	4	of	of	ADP
ajst-26226	100	5	completing	complete	VERB
ajst-26226	100	6	the	the	DET
ajst-26226	100	7	project	project	NOUN
ajst-26226	100	8	,	,	PUNCT
ajst-26226	100	9	students	student	NOUN
ajst-26226	100	10	not	not	PART
ajst-26226	100	11	only	only	ADV
ajst-26226	100	12	need	need	VERB
ajst-26226	100	13	to	to	PART
ajst-26226	100	14	comprehensively	comprehensively	ADV
ajst-26226	100	15	apply	apply	VERB
ajst-26226	100	16	professional	professional	ADJ
ajst-26226	100	17	knowledge	knowledge	NOUN
ajst-26226	100	18	and	and	CCONJ
ajst-26226	100	19	hone	hone	NOUN
ajst-26226	100	20	their	their	PRON
ajst-26226	100	21	operational	operational	ADJ
ajst-26226	100	22	skills	skill	NOUN
ajst-26226	100	23	,	,	PUNCT
ajst-26226	100	24	but	but	CCONJ
ajst-26226	100	25	also	also	ADV
ajst-26226	100	26	possess	possess	VERB
ajst-26226	100	27	the	the	DET
ajst-26226	100	28	abilities	ability	NOUN
ajst-26226	100	29	of	of	ADP
ajst-26226	100	30	autonomous	autonomous	ADJ
ajst-26226	100	31	learning	learning	NOUN
ajst-26226	100	32	,	,	PUNCT
ajst-26226	100	33	innovative	innovative	ADJ
ajst-26226	100	34	thinking	thinking	NOUN
ajst-26226	100	35	,	,	PUNCT
ajst-26226	100	36	teamwork	teamwork	NOUN
ajst-26226	100	37	,	,	PUNCT
ajst-26226	100	38	stress	stress	NOUN
ajst-26226	100	39	resilience	resilience	NOUN
ajst-26226	100	40	,	,	PUNCT
ajst-26226	100	41	and	and	CCONJ
ajst-26226	100	42	responsibility	responsibility	NOUN
ajst-26226	100	43	.	.	PUNCT
ajst-26226	101	1	the	the	DET
ajst-26226	101	2	project	project	NOUN
ajst-26226	101	3	is	be	AUX
ajst-26226	101	4	disassembled	disassemble	VERB
ajst-26226	101	5	into	into	ADP
ajst-26226	101	6	several	several	ADJ
ajst-26226	101	7	sub	sub	NOUN
ajst-26226	101	8	-	-	NOUN
ajst-26226	101	9	modules	module	NOUN
ajst-26226	101	10	(	(	PUNCT
ajst-26226	101	11	courses	course	NOUN
ajst-26226	101	12	)	)	PUNCT
ajst-26226	101	13	,	,	PUNCT
ajst-26226	101	14	integrated	integrate	VERB
ajst-26226	101	15	with	with	ADP
ajst-26226	101	16	unified	unified	ADJ
ajst-26226	101	17	technical	technical	ADJ
ajst-26226	101	18	standards	standard	NOUN
ajst-26226	101	19	,	,	PUNCT
ajst-26226	101	20	and	and	CCONJ
ajst-26226	101	21	teachers	teacher	NOUN
ajst-26226	101	22	collaborate	collaborate	VERB
ajst-26226	101	23	and	and	CCONJ
ajst-26226	101	24	cooperate	cooperate	VERB
ajst-26226	101	25	to	to	PART
ajst-26226	101	26	implement	implement	VERB
ajst-26226	101	27	project	project	NOUN
ajst-26226	101	28	-	-	PUNCT
ajst-26226	101	29	based	base	VERB
ajst-26226	101	30	,	,	PUNCT
ajst-26226	101	31	modular	modular	ADJ
ajst-26226	101	32	teaching	teaching	NOUN
ajst-26226	101	33	.	.	PUNCT
ajst-26226	102	1	a	a	DET
ajst-26226	102	2	"	"	PUNCT
ajst-26226	102	3	dual	dual	ADJ
ajst-26226	102	4	-	-	PUNCT
ajst-26226	102	5	mentor	mentor	NOUN
ajst-26226	102	6	system	system	NOUN
ajst-26226	102	7	"	"	PUNCT
ajst-26226	102	8	is	be	AUX
ajst-26226	102	9	implemented	implement	VERB
ajst-26226	102	10	between	between	ADP
ajst-26226	102	11	schools	school	NOUN
ajst-26226	102	12	and	and	CCONJ
ajst-26226	102	13	enterprises	enterprise	NOUN
ajst-26226	102	14	,	,	PUNCT
ajst-26226	102	15	246	246	NUM
ajst-26226	102	16	adopting	adopt	VERB
ajst-26226	102	17	a	a	DET
ajst-26226	102	18	"	"	PUNCT
ajst-26226	102	19	mentor	mentor	NOUN
ajst-26226	102	20	team	team	NOUN
ajst-26226	102	21	+	+	CCONJ
ajst-26226	102	22	project	project	NOUN
ajst-26226	102	23	"	"	PUNCT
ajst-26226	102	24	co	co	NOUN
ajst-26226	102	25	-	-	NOUN
ajst-26226	102	26	creation	creation	NOUN
ajst-26226	102	27	model	model	NOUN
ajst-26226	102	28	between	between	ADP
ajst-26226	102	29	teachers	teacher	NOUN
ajst-26226	102	30	and	and	CCONJ
ajst-26226	102	31	students	student	NOUN
ajst-26226	102	32	,	,	PUNCT
ajst-26226	102	33	transforming	transform	VERB
ajst-26226	102	34	the	the	DET
ajst-26226	102	35	traditional	traditional	ADJ
ajst-26226	102	36	teacher	teacher	NOUN
ajst-26226	102	37	-	-	PUNCT
ajst-26226	102	38	centered	center	VERB
ajst-26226	102	39	"	"	PUNCT
ajst-26226	102	40	indoctrination	indoctrination	NOUN
ajst-26226	102	41	"	"	PUNCT
ajst-26226	102	42	and	and	CCONJ
ajst-26226	102	43	"	"	PUNCT
ajst-26226	102	44	presentation	presentation	NOUN
ajst-26226	102	45	"	"	PUNCT
ajst-26226	102	46	teaching	teaching	NOUN
ajst-26226	102	47	methods	method	NOUN
ajst-26226	102	48	into	into	ADP
ajst-26226	102	49	a	a	DET
ajst-26226	102	50	student	student	NOUN
ajst-26226	102	51	-	-	PUNCT
ajst-26226	102	52	centered	center	VERB
ajst-26226	102	53	,	,	PUNCT
ajst-26226	102	54	project	project	NOUN
ajst-26226	102	55	-	-	PUNCT
ajst-26226	102	56	based	base	VERB
ajst-26226	102	57	,	,	PUNCT
ajst-26226	102	58	integrated	integrated	ADJ
ajst-26226	102	59	learning	learning	NOUN
ajst-26226	102	60	and	and	CCONJ
ajst-26226	102	61	exploratory	exploratory	ADJ
ajst-26226	102	62	collaborative	collaborative	ADJ
ajst-26226	102	63	learning	learning	NOUN
ajst-26226	102	64	approach	approach	NOUN
ajst-26226	102	65	,	,	PUNCT
ajst-26226	102	66	stimulating	stimulate	VERB
ajst-26226	102	67	students	student	NOUN
ajst-26226	102	68	'	'	PART
ajst-26226	102	69	intrinsic	intrinsic	ADJ
ajst-26226	102	70	motivation	motivation	NOUN
ajst-26226	102	71	to	to	PART
ajst-26226	102	72	learn	learn	VERB
ajst-26226	102	73	,	,	PUNCT
ajst-26226	102	74	and	and	CCONJ
ajst-26226	102	75	cultivating	cultivate	VERB
ajst-26226	102	76	their	their	PRON
ajst-26226	102	77	innovative	innovative	ADJ
ajst-26226	102	78	thinking	thinking	NOUN
ajst-26226	102	79	,	,	PUNCT
ajst-26226	102	80	technological	technological	ADJ
ajst-26226	102	81	abilities	ability	NOUN
ajst-26226	102	82	,	,	PUNCT
ajst-26226	102	83	as	as	ADV
ajst-26226	102	84	well	well	ADV
ajst-26226	102	85	as	as	ADP
ajst-26226	102	86	their	their	PRON
ajst-26226	102	87	ability	ability	NOUN
ajst-26226	102	88	to	to	PART
ajst-26226	102	89	integrate	integrate	VERB
ajst-26226	102	90	theory	theory	NOUN
ajst-26226	102	91	with	with	ADP
ajst-26226	102	92	practice	practice	NOUN
ajst-26226	102	93	,	,	PUNCT
ajst-26226	102	94	discover	discover	VERB
ajst-26226	102	95	and	and	CCONJ
ajst-26226	102	96	solve	solve	VERB
ajst-26226	102	97	problems	problem	NOUN
ajst-26226	102	98	.	.	PUNCT
ajst-26226	103	1	4.2	4.2	NUM
ajst-26226	103	2	.	.	PUNCT
ajst-26226	103	3	mining	mining	NOUN
ajst-26226	103	4	ideological	ideological	ADJ
ajst-26226	103	5	and	and	CCONJ
ajst-26226	103	6	political	political	ADJ
ajst-26226	103	7	elements	element	NOUN
ajst-26226	103	8	in	in	ADP
ajst-26226	103	9	projects	project	NOUN
ajst-26226	103	10	,	,	PUNCT
ajst-26226	103	11	developing	develop	VERB
ajst-26226	103	12	curriculum	curriculum	NOUN
ajst-26226	103	13	-	-	PUNCT
ajst-26226	103	14	based	base	VERB
ajst-26226	103	15	ideological	ideological	ADJ
ajst-26226	103	16	and	and	CCONJ
ajst-26226	103	17	political	political	ADJ
ajst-26226	103	18	education	education	NOUN
ajst-26226	103	19	with	with	ADP
ajst-26226	103	20	maritime	maritime	ADJ
ajst-26226	103	21	-	-	PUNCT
ajst-26226	103	22	themed	theme	VERB
ajst-26226	103	23	the	the	DET
ajst-26226	103	24	significance	significance	NOUN
ajst-26226	103	25	of	of	ADP
ajst-26226	103	26	curricular	curricular	ADJ
ajst-26226	103	27	ideological	ideological	ADJ
ajst-26226	103	28	and	and	CCONJ
ajst-26226	103	29	political	political	ADJ
ajst-26226	103	30	education	education	NOUN
ajst-26226	103	31	lies	lie	VERB
ajst-26226	103	32	in	in	ADP
ajst-26226	103	33	organically	organically	ADV
ajst-26226	103	34	integrating	integrate	VERB
ajst-26226	103	35	ideological	ideological	ADJ
ajst-26226	103	36	and	and	CCONJ
ajst-26226	103	37	political	political	ADJ
ajst-26226	103	38	education	education	NOUN
ajst-26226	103	39	into	into	ADP
ajst-26226	103	40	various	various	ADJ
ajst-26226	103	41	course	course	NOUN
ajst-26226	103	42	teachings	teaching	NOUN
ajst-26226	103	43	,	,	PUNCT
ajst-26226	103	44	reflecting	reflect	VERB
ajst-26226	103	45	the	the	DET
ajst-26226	103	46	school	school	NOUN
ajst-26226	103	47	's	's	PART
ajst-26226	103	48	educational	educational	ADJ
ajst-26226	103	49	characteristics	characteristic	NOUN
ajst-26226	103	50	and	and	CCONJ
ajst-26226	103	51	educational	educational	ADJ
ajst-26226	103	52	philosophy	philosophy	NOUN
ajst-26226	103	53	[	[	X
ajst-26226	103	54	8	8	NUM
ajst-26226	103	55	]	]	PUNCT
ajst-26226	103	56	.	.	PUNCT
ajst-26226	104	1	through	through	ADP
ajst-26226	104	2	curricular	curricular	ADJ
ajst-26226	104	3	ideological	ideological	ADJ
ajst-26226	104	4	and	and	CCONJ
ajst-26226	104	5	political	political	ADJ
ajst-26226	104	6	education	education	NOUN
ajst-26226	104	7	,	,	PUNCT
ajst-26226	104	8	not	not	PART
ajst-26226	104	9	only	only	ADV
ajst-26226	104	10	can	can	AUX
ajst-26226	104	11	students	student	NOUN
ajst-26226	104	12	'	'	PART
ajst-26226	104	13	ideological	ideological	ADJ
ajst-26226	104	14	and	and	CCONJ
ajst-26226	104	15	political	political	ADJ
ajst-26226	104	16	qualities	quality	NOUN
ajst-26226	104	17	be	be	AUX
ajst-26226	104	18	enhanced	enhance	VERB
ajst-26226	104	19	,	,	PUNCT
ajst-26226	104	20	but	but	CCONJ
ajst-26226	104	21	the	the	DET
ajst-26226	104	22	school	school	NOUN
ajst-26226	104	23	's	's	PART
ajst-26226	104	24	cultural	cultural	ADJ
ajst-26226	104	25	heritage	heritage	NOUN
ajst-26226	104	26	and	and	CCONJ
ajst-26226	104	27	educational	educational	ADJ
ajst-26226	104	28	characteristics	characteristic	NOUN
ajst-26226	104	29	can	can	AUX
ajst-26226	104	30	also	also	ADV
ajst-26226	104	31	be	be	AUX
ajst-26226	104	32	highlighted	highlight	VERB
ajst-26226	104	33	.	.	PUNCT
ajst-26226	105	1	the	the	DET
ajst-26226	105	2	major	major	ADJ
ajst-26226	105	3	delve	delve	VERB
ajst-26226	105	4	deeply	deeply	ADV
ajst-26226	105	5	into	into	ADP
ajst-26226	105	6	the	the	DET
ajst-26226	105	7	educational	educational	ADJ
ajst-26226	105	8	resources	resource	NOUN
ajst-26226	105	9	of	of	ADP
ajst-26226	105	10	ideological	ideological	ADJ
ajst-26226	105	11	and	and	CCONJ
ajst-26226	105	12	political	political	ADJ
ajst-26226	105	13	theory	theory	NOUN
ajst-26226	105	14	related	relate	VERB
ajst-26226	105	15	to	to	ADP
ajst-26226	105	16	the	the	DET
ajst-26226	105	17	strengthening	strengthening	NOUN
ajst-26226	105	18	of	of	ADP
ajst-26226	105	19	shipping	shipping	NOUN
ajst-26226	105	20	,	,	PUNCT
ajst-26226	105	21	guiding	guiding	NOUN
ajst-26226	105	22	and	and	CCONJ
ajst-26226	105	23	educating	educate	VERB
ajst-26226	105	24	students	student	NOUN
ajst-26226	105	25	to	to	PART
ajst-26226	105	26	fully	fully	ADV
ajst-26226	105	27	understand	understand	VERB
ajst-26226	105	28	the	the	DET
ajst-26226	105	29	status	status	NOUN
ajst-26226	105	30	of	of	ADP
ajst-26226	105	31	industry	industry	NOUN
ajst-26226	105	32	and	and	CCONJ
ajst-26226	105	33	social	social	ADJ
ajst-26226	105	34	development	development	NOUN
ajst-26226	105	35	,	,	PUNCT
ajst-26226	105	36	continuously	continuously	ADV
ajst-26226	105	37	enhance	enhance	VERB
ajst-26226	105	38	their	their	PRON
ajst-26226	105	39	professional	professional	ADJ
ajst-26226	105	40	honor	honor	NOUN
ajst-26226	105	41	and	and	CCONJ
ajst-26226	105	42	industry	industry	NOUN
ajst-26226	105	43	pride	pride	NOUN
ajst-26226	105	44	,	,	PUNCT
ajst-26226	105	45	consciously	consciously	ADV
ajst-26226	105	46	serve	serve	VERB
ajst-26226	105	47	the	the	DET
ajst-26226	105	48	construction	construction	NOUN
ajst-26226	105	49	of	of	ADP
ajst-26226	105	50	a	a	DET
ajst-26226	105	51	strong	strong	ADJ
ajst-26226	105	52	shipping	shipping	NOUN
ajst-26226	105	53	nation	nation	NOUN
ajst-26226	105	54	and	and	CCONJ
ajst-26226	105	55	national	national	ADJ
ajst-26226	105	56	strategies	strategy	NOUN
ajst-26226	105	57	,	,	PUNCT
ajst-26226	105	58	integrate	integrate	VERB
ajst-26226	105	59	their	their	PRON
ajst-26226	105	60	individual	individual	ADJ
ajst-26226	105	61	"	"	PUNCT
ajst-26226	105	62	small	small	ADJ
ajst-26226	105	63	selves	self	NOUN
ajst-26226	105	64	"	"	PUNCT
ajst-26226	105	65	into	into	ADP
ajst-26226	105	66	the	the	DET
ajst-26226	105	67	"	"	PUNCT
ajst-26226	105	68	greater	great	ADJ
ajst-26226	105	69	self	self	NOUN
ajst-26226	105	70	"	"	PUNCT
ajst-26226	105	71	of	of	ADP
ajst-26226	105	72	the	the	DET
ajst-26226	105	73	motherland	motherland	NOUN
ajst-26226	105	74	and	and	CCONJ
ajst-26226	105	75	the	the	DET
ajst-26226	105	76	"	"	PUNCT
ajst-26226	105	77	greater	great	ADJ
ajst-26226	105	78	self	self	NOUN
ajst-26226	105	79	"	"	PUNCT
ajst-26226	105	80	of	of	ADP
ajst-26226	105	81	the	the	DET
ajst-26226	105	82	people	people	NOUN
ajst-26226	105	83	,	,	PUNCT
ajst-26226	105	84	and	and	CCONJ
ajst-26226	105	85	actively	actively	ADV
ajst-26226	105	86	contribute	contribute	VERB
ajst-26226	105	87	to	to	ADP
ajst-26226	105	88	the	the	DET
ajst-26226	105	89	development	development	NOUN
ajst-26226	105	90	of	of	ADP
ajst-26226	105	91	the	the	DET
ajst-26226	105	92	country	country	NOUN
ajst-26226	105	93	.	.	PUNCT
ajst-26226	106	1	the	the	DET
ajst-26226	106	2	major	major	NOUN
ajst-26226	106	3	will	will	AUX
ajst-26226	106	4	make	make	VERB
ajst-26226	106	5	full	full	ADJ
ajst-26226	106	6	use	use	NOUN
ajst-26226	106	7	of	of	ADP
ajst-26226	106	8	distinctive	distinctive	ADJ
ajst-26226	106	9	educational	educational	ADJ
ajst-26226	106	10	resources	resource	NOUN
ajst-26226	106	11	such	such	ADJ
ajst-26226	106	12	as	as	ADP
ajst-26226	106	13	projects	project	NOUN
ajst-26226	106	14	from	from	ADP
ajst-26226	106	15	the	the	DET
ajst-26226	106	16	maritime	maritime	ADJ
ajst-26226	106	17	administration	administration	NOUN
ajst-26226	106	18	to	to	PART
ajst-26226	106	19	ensure	ensure	VERB
ajst-26226	106	20	that	that	SCONJ
ajst-26226	106	21	ideological	ideological	ADJ
ajst-26226	106	22	and	and	CCONJ
ajst-26226	106	23	political	political	ADJ
ajst-26226	106	24	courses	course	NOUN
ajst-26226	106	25	are	be	AUX
ajst-26226	106	26	easily	easily	ADV
ajst-26226	106	27	conducted	conduct	VERB
ajst-26226	106	28	,	,	PUNCT
ajst-26226	106	29	grounded	ground	VERB
ajst-26226	106	30	,	,	PUNCT
ajst-26226	106	31	and	and	CCONJ
ajst-26226	106	32	effective	effective	ADJ
ajst-26226	106	33	.	.	PUNCT
ajst-26226	107	1	for	for	ADP
ajst-26226	107	2	example	example	NOUN
ajst-26226	107	3	,	,	PUNCT
ajst-26226	107	4	by	by	ADP
ajst-26226	107	5	introducing	introduce	VERB
ajst-26226	107	6	the	the	DET
ajst-26226	107	7	display	display	NOUN
ajst-26226	107	8	of	of	ADP
ajst-26226	107	9	ship	ship	NOUN
ajst-26226	107	10	positions	position	NOUN
ajst-26226	107	11	based	base	VERB
ajst-26226	107	12	on	on	ADP
ajst-26226	107	13	beidou	beidou	NOUN
ajst-26226	107	14	signals	signal	NOUN
ajst-26226	107	15	,	,	PUNCT
ajst-26226	107	16	teachers	teacher	NOUN
ajst-26226	107	17	can	can	AUX
ajst-26226	107	18	encourage	encourage	VERB
ajst-26226	107	19	students	student	NOUN
ajst-26226	107	20	to	to	PART
ajst-26226	107	21	strive	strive	VERB
ajst-26226	107	22	for	for	ADP
ajst-26226	107	23	excellence	excellence	NOUN
ajst-26226	107	24	through	through	ADP
ajst-26226	107	25	comparative	comparative	ADJ
ajst-26226	107	26	analysis	analysis	NOUN
ajst-26226	107	27	of	of	ADP
ajst-26226	107	28	the	the	DET
ajst-26226	107	29	domestic	domestic	ADJ
ajst-26226	107	30	and	and	CCONJ
ajst-26226	107	31	international	international	ADJ
ajst-26226	107	32	technological	technological	ADJ
ajst-26226	107	33	status	status	NOUN
ajst-26226	107	34	of	of	ADP
ajst-26226	107	35	navigation	navigation	NOUN
ajst-26226	107	36	technology	technology	NOUN
ajst-26226	107	37	,	,	PUNCT
ajst-26226	107	38	cultivating	cultivate	VERB
ajst-26226	107	39	students	student	NOUN
ajst-26226	107	40	'	'	PART
ajst-26226	107	41	meticulous	meticulous	ADJ
ajst-26226	107	42	craftsmanship	craftsmanship	NOUN
ajst-26226	107	43	spirit	spirit	NOUN
ajst-26226	107	44	as	as	ADP
ajst-26226	107	45	a	a	DET
ajst-26226	107	46	great	great	ADJ
ajst-26226	107	47	nation	nation	NOUN
ajst-26226	107	48	,	,	PUNCT
ajst-26226	107	49	and	and	CCONJ
ajst-26226	107	50	inspiring	inspire	VERB
ajst-26226	107	51	their	their	PRON
ajst-26226	107	52	mission	mission	NOUN
ajst-26226	107	53	to	to	PART
ajst-26226	107	54	serve	serve	VERB
ajst-26226	107	55	the	the	DET
ajst-26226	107	56	country	country	NOUN
ajst-26226	107	57	through	through	ADP
ajst-26226	107	58	technology	technology	NOUN
ajst-26226	107	59	and	and	CCONJ
ajst-26226	107	60	build	build	VERB
ajst-26226	107	61	a	a	DET
ajst-26226	107	62	powerful	powerful	ADJ
ajst-26226	107	63	transportation	transportation	NOUN
ajst-26226	107	64	and	and	CCONJ
ajst-26226	107	65	maritime	maritime	ADJ
ajst-26226	107	66	nation	nation	NOUN
ajst-26226	107	67	.	.	PUNCT
ajst-26226	108	1	5	5	X
ajst-26226	108	2	.	.	X
ajst-26226	108	3	conclusion	conclusion	NOUN
ajst-26226	108	4	ship	ship	NOUN
ajst-26226	108	5	data	datum	NOUN
ajst-26226	108	6	analysis	analysis	NOUN
ajst-26226	108	7	demonstrates	demonstrate	VERB
ajst-26226	108	8	significant	significant	ADJ
ajst-26226	108	9	value	value	NOUN
ajst-26226	108	10	in	in	ADP
ajst-26226	108	11	the	the	DET
ajst-26226	108	12	era	era	NOUN
ajst-26226	108	13	of	of	ADP
ajst-26226	108	14	big	big	ADJ
ajst-26226	108	15	data	datum	NOUN
ajst-26226	108	16	.	.	PUNCT
ajst-26226	109	1	it	it	PRON
ajst-26226	109	2	not	not	PART
ajst-26226	109	3	only	only	ADV
ajst-26226	109	4	optimizes	optimize	VERB
ajst-26226	109	5	shipping	shipping	NOUN
ajst-26226	109	6	efficiency	efficiency	NOUN
ajst-26226	109	7	and	and	CCONJ
ajst-26226	109	8	safety	safety	NOUN
ajst-26226	109	9	but	but	CCONJ
ajst-26226	109	10	also	also	ADV
ajst-26226	109	11	provides	provide	VERB
ajst-26226	109	12	scientific	scientific	ADJ
ajst-26226	109	13	support	support	NOUN
ajst-26226	109	14	for	for	ADP
ajst-26226	109	15	corporate	corporate	ADJ
ajst-26226	109	16	decision	decision	NOUN
ajst-26226	109	17	-	-	PUNCT
ajst-26226	109	18	making	making	NOUN
ajst-26226	109	19	,	,	PUNCT
ajst-26226	109	20	driving	drive	VERB
ajst-26226	109	21	the	the	DET
ajst-26226	109	22	intelligent	intelligent	ADJ
ajst-26226	109	23	transformation	transformation	NOUN
ajst-26226	109	24	of	of	ADP
ajst-26226	109	25	the	the	DET
ajst-26226	109	26	shipping	shipping	NOUN
ajst-26226	109	27	industry	industry	NOUN
ajst-26226	109	28	.	.	PUNCT
ajst-26226	110	1	in	in	ADP
ajst-26226	110	2	this	this	DET
ajst-26226	110	3	context	context	NOUN
ajst-26226	110	4	,	,	PUNCT
ajst-26226	110	5	integrating	integrate	VERB
ajst-26226	110	6	the	the	DET
ajst-26226	110	7	ship	ship	NOUN
ajst-26226	110	8	data	data	VERB
ajst-26226	110	9	analysis	analysis	NOUN
ajst-26226	110	10	system	system	NOUN
ajst-26226	110	11	into	into	ADP
ajst-26226	110	12	big	big	ADJ
ajst-26226	110	13	data	datum	NOUN
ajst-26226	110	14	technology	technology	NOUN
ajst-26226	110	15	teaching	teaching	NOUN
ajst-26226	110	16	achieves	achieve	VERB
ajst-26226	110	17	a	a	DET
ajst-26226	110	18	deep	deep	ADJ
ajst-26226	110	19	fusion	fusion	NOUN
ajst-26226	110	20	of	of	ADP
ajst-26226	110	21	theory	theory	NOUN
ajst-26226	110	22	and	and	CCONJ
ajst-26226	110	23	practice	practice	NOUN
ajst-26226	110	24	,	,	PUNCT
ajst-26226	110	25	enhancing	enhance	VERB
ajst-26226	110	26	students	student	NOUN
ajst-26226	110	27	'	'	PART
ajst-26226	110	28	professional	professional	ADJ
ajst-26226	110	29	skills	skill	NOUN
ajst-26226	110	30	and	and	CCONJ
ajst-26226	110	31	industry	industry	NOUN
ajst-26226	110	32	insights	insight	NOUN
ajst-26226	110	33	.	.	PUNCT
ajst-26226	111	1	through	through	ADP
ajst-26226	111	2	practical	practical	ADJ
ajst-26226	111	3	operations	operation	NOUN
ajst-26226	111	4	,	,	PUNCT
ajst-26226	111	5	students	student	NOUN
ajst-26226	111	6	grasp	grasp	VERB
ajst-26226	111	7	the	the	DET
ajst-26226	111	8	core	core	NOUN
ajst-26226	111	9	skills	skill	NOUN
ajst-26226	111	10	of	of	ADP
ajst-26226	111	11	big	big	ADJ
ajst-26226	111	12	data	datum	NOUN
ajst-26226	111	13	processing	processing	NOUN
ajst-26226	111	14	and	and	CCONJ
ajst-26226	111	15	analysis	analysis	NOUN
ajst-26226	111	16	while	while	SCONJ
ajst-26226	111	17	cultivating	cultivate	VERB
ajst-26226	111	18	innovative	innovative	ADJ
ajst-26226	111	19	thinking	thinking	NOUN
ajst-26226	111	20	and	and	CCONJ
ajst-26226	111	21	problem	problem	NOUN
ajst-26226	111	22	-	-	PUNCT
ajst-26226	111	23	solving	solve	VERB
ajst-26226	111	24	abilities	ability	NOUN
ajst-26226	111	25	,	,	PUNCT
ajst-26226	111	26	significantly	significantly	ADV
ajst-26226	111	27	enhancing	enhance	VERB
ajst-26226	111	28	their	their	PRON
ajst-26226	111	29	competitiveness	competitiveness	NOUN
ajst-26226	111	30	in	in	ADP
ajst-26226	111	31	the	the	DET
ajst-26226	111	32	job	job	NOUN
ajst-26226	111	33	market	market	NOUN
ajst-26226	111	34	and	and	CCONJ
ajst-26226	111	35	supplying	supply	VERB
ajst-26226	111	36	high	high	ADJ
ajst-26226	111	37	-	-	PUNCT
ajst-26226	111	38	quality	quality	NOUN
ajst-26226	111	39	big	big	ADJ
ajst-26226	111	40	data	datum	NOUN
ajst-26226	111	41	talent	talent	NOUN
ajst-26226	111	42	for	for	ADP
ajst-26226	111	43	the	the	DET
ajst-26226	111	44	shipping	shipping	NOUN
ajst-26226	111	45	industry	industry	NOUN
ajst-26226	111	46	and	and	CCONJ
ajst-26226	111	47	broader	broad	ADJ
ajst-26226	111	48	fields	field	NOUN
ajst-26226	111	49	.	.	PUNCT
ajst-26226	112	1	with	with	ADP
ajst-26226	112	2	the	the	DET
ajst-26226	112	3	continuous	continuous	ADJ
ajst-26226	112	4	development	development	NOUN
ajst-26226	112	5	of	of	ADP
ajst-26226	112	6	big	big	ADJ
ajst-26226	112	7	data	datum	NOUN
ajst-26226	112	8	technology	technology	NOUN
ajst-26226	112	9	,	,	PUNCT
ajst-26226	112	10	ship	ship	NOUN
ajst-26226	112	11	data	datum	NOUN
ajst-26226	112	12	analysis	analysis	NOUN
ajst-26226	112	13	will	will	AUX
ajst-26226	112	14	increasingly	increasingly	ADV
ajst-26226	112	15	focus	focus	VERB
ajst-26226	112	16	on	on	ADP
ajst-26226	112	17	the	the	DET
ajst-26226	112	18	application	application	NOUN
ajst-26226	112	19	of	of	ADP
ajst-26226	112	20	advanced	advanced	ADJ
ajst-26226	112	21	data	datum	NOUN
ajst-26226	112	22	analysis	analysis	NOUN
ajst-26226	112	23	and	and	CCONJ
ajst-26226	112	24	mining	mining	NOUN
ajst-26226	112	25	technologies	technology	NOUN
ajst-26226	112	26	.	.	PUNCT
ajst-26226	113	1	for	for	ADP
ajst-26226	113	2	example	example	NOUN
ajst-26226	113	3	,	,	PUNCT
ajst-26226	113	4	leveraging	leverage	VERB
ajst-26226	113	5	machine	machine	NOUN
ajst-26226	113	6	learning	learning	NOUN
ajst-26226	113	7	,	,	PUNCT
ajst-26226	113	8	deep	deep	ADJ
ajst-26226	113	9	learning	learning	NOUN
ajst-26226	113	10	,	,	PUNCT
ajst-26226	113	11	and	and	CCONJ
ajst-26226	113	12	other	other	ADJ
ajst-26226	113	13	algorithms	algorithm	NOUN
ajst-26226	113	14	to	to	PART
ajst-26226	113	15	conduct	conduct	VERB
ajst-26226	113	16	deep	deep	ADJ
ajst-26226	113	17	processing	processing	NOUN
ajst-26226	113	18	of	of	ADP
ajst-26226	113	19	massive	massive	ADJ
ajst-26226	113	20	ship	ship	NOUN
ajst-26226	113	21	data	datum	NOUN
ajst-26226	113	22	,	,	PUNCT
ajst-26226	113	23	uncovering	uncover	VERB
ajst-26226	113	24	potential	potential	ADJ
ajst-26226	113	25	relationships	relationship	NOUN
ajst-26226	113	26	between	between	ADP
ajst-26226	113	27	data	datum	NOUN
ajst-26226	113	28	,	,	PUNCT
ajst-26226	113	29	predicting	predict	VERB
ajst-26226	113	30	changes	change	NOUN
ajst-26226	113	31	in	in	ADP
ajst-26226	113	32	ship	ship	NOUN
ajst-26226	113	33	performance	performance	NOUN
ajst-26226	113	34	,	,	PUNCT
ajst-26226	113	35	and	and	CCONJ
ajst-26226	113	36	optimizing	optimize	VERB
ajst-26226	113	37	navigation	navigation	NOUN
ajst-26226	113	38	strategies	strategy	NOUN
ajst-26226	113	39	.	.	PUNCT
ajst-26226	114	1	by	by	ADP
ajst-26226	114	2	constructing	construct	VERB
ajst-26226	114	3	intelligent	intelligent	ADJ
ajst-26226	114	4	models	model	NOUN
ajst-26226	114	5	,	,	PUNCT
ajst-26226	114	6	ship	ship	NOUN
ajst-26226	114	7	operation	operation	NOUN
ajst-26226	114	8	data	datum	NOUN
ajst-26226	114	9	can	can	AUX
ajst-26226	114	10	be	be	AUX
ajst-26226	114	11	automatically	automatically	ADV
ajst-26226	114	12	analyzed	analyze	VERB
ajst-26226	114	13	and	and	CCONJ
ajst-26226	114	14	processed	process	VERB
ajst-26226	114	15	,	,	PUNCT
ajst-26226	114	16	providing	provide	VERB
ajst-26226	114	17	intelligent	intelligent	ADJ
ajst-26226	114	18	decision	decision	NOUN
ajst-26226	114	19	-	-	PUNCT
ajst-26226	114	20	making	make	VERB
ajst-26226	114	21	suggestions	suggestion	NOUN
ajst-26226	114	22	for	for	ADP
ajst-26226	114	23	ship	ship	NOUN
ajst-26226	114	24	managers	manager	NOUN
ajst-26226	114	25	,	,	PUNCT
ajst-26226	114	26	thereby	thereby	ADV
ajst-26226	114	27	improving	improve	VERB
ajst-26226	114	28	ship	ship	NOUN
ajst-26226	114	29	operation	operation	NOUN
ajst-26226	114	30	efficiency	efficiency	NOUN
ajst-26226	114	31	and	and	CCONJ
ajst-26226	114	32	safety	safety	NOUN
ajst-26226	114	33	.	.	PUNCT
ajst-26226	115	1	ship	ship	NOUN
ajst-26226	115	2	data	datum	NOUN
ajst-26226	115	3	analysis	analysis	NOUN
ajst-26226	115	4	will	will	AUX
ajst-26226	115	5	no	no	ADV
ajst-26226	115	6	longer	long	ADV
ajst-26226	115	7	be	be	AUX
ajst-26226	115	8	limited	limit	VERB
ajst-26226	115	9	to	to	ADP
ajst-26226	115	10	a	a	DET
ajst-26226	115	11	single	single	ADJ
ajst-26226	115	12	data	datum	NOUN
ajst-26226	115	13	source	source	NOUN
ajst-26226	115	14	but	but	CCONJ
ajst-26226	115	15	will	will	AUX
ajst-26226	115	16	integrate	integrate	VERB
ajst-26226	115	17	multi	multi	ADJ
ajst-26226	115	18	-	-	ADJ
ajst-26226	115	19	source	source	NOUN
ajst-26226	115	20	data	datum	NOUN
ajst-26226	115	21	such	such	ADJ
ajst-26226	115	22	as	as	ADP
ajst-26226	115	23	ship	ship	NOUN
ajst-26226	115	24	data	datum	NOUN
ajst-26226	115	25	,	,	PUNCT
ajst-26226	115	26	channel	channel	NOUN
ajst-26226	115	27	data	datum	NOUN
ajst-26226	115	28	,	,	PUNCT
ajst-26226	115	29	and	and	CCONJ
ajst-26226	115	30	meteorological	meteorological	ADJ
ajst-26226	115	31	data	datum	NOUN
ajst-26226	115	32	for	for	ADP
ajst-26226	115	33	comprehensive	comprehensive	ADJ
ajst-26226	115	34	and	and	CCONJ
ajst-26226	115	35	accurate	accurate	ADJ
ajst-26226	115	36	information	information	NOUN
ajst-26226	115	37	systems	system	NOUN
ajst-26226	115	38	,	,	PUNCT
ajst-26226	115	39	providing	provide	VERB
ajst-26226	115	40	a	a	DET
ajst-26226	115	41	more	more	ADV
ajst-26226	115	42	scientific	scientific	ADJ
ajst-26226	115	43	basis	basis	NOUN
ajst-26226	115	44	for	for	ADP
ajst-26226	115	45	ship	ship	NOUN
ajst-26226	115	46	operation	operation	NOUN
ajst-26226	115	47	decisions	decision	NOUN
ajst-26226	115	48	.	.	PUNCT
ajst-26226	116	1	acknowledgements	acknowledgement	NOUN
ajst-26226	116	2	this	this	DET
ajst-26226	116	3	work	work	NOUN
ajst-26226	116	4	was	be	AUX
ajst-26226	116	5	financially	financially	ADV
ajst-26226	116	6	supported	support	VERB
ajst-26226	116	7	by	by	ADP
ajst-26226	116	8	the	the	DET
ajst-26226	116	9	funding	funding	NOUN
ajst-26226	116	10	of	of	ADP
ajst-26226	116	11	the	the	DET
ajst-26226	116	12	research	research	NOUN
ajst-26226	116	13	project	project	NOUN
ajst-26226	116	14	on	on	ADP
ajst-26226	116	15	education	education	NOUN
ajst-26226	116	16	and	and	CCONJ
ajst-26226	116	17	teaching	teaching	NOUN
ajst-26226	116	18	reform	reform	NOUN
ajst-26226	116	19	of	of	ADP
ajst-26226	116	20	higher	high	ADJ
ajst-26226	116	21	education	education	NOUN
ajst-26226	116	22	in	in	ADP
ajst-26226	116	23	jiangsu	jiangsu	PROPN
ajst-26226	116	24	province	province	PROPN
ajst-26226	116	25	(	(	PUNCT
ajst-26226	116	26	2023jsjg647	2023jsjg647	NUM
ajst-26226	116	27	)	)	PUNCT
ajst-26226	116	28	,	,	PUNCT
ajst-26226	116	29	the	the	DET
ajst-26226	116	30	research	research	NOUN
ajst-26226	116	31	program	program	NOUN
ajst-26226	116	32	of	of	ADP
ajst-26226	116	33	jiangsu	jiangsu	PROPN
ajst-26226	116	34	maritime	maritime	PROPN
ajst-26226	116	35	institute	institute	PROPN
ajst-26226	116	36	(	(	PUNCT
ajst-26226	116	37	2022zkyb02	2022zkyb02	NUM
ajst-26226	116	38	)	)	PUNCT
ajst-26226	116	39	,	,	PUNCT
ajst-26226	116	40	and	and	CCONJ
ajst-26226	116	41	the	the	DET
ajst-26226	116	42	excellent	excellent	ADJ
ajst-26226	116	43	teaching	teaching	NOUN
ajst-26226	116	44	team	team	NOUN
ajst-26226	116	45	for	for	ADP
ajst-26226	116	46	qinglan	qinglan	NOUN
ajst-26226	116	47	project	project	NOUN
ajst-26226	116	48	of	of	ADP
ajst-26226	116	49	the	the	DET
ajst-26226	116	50	jiangsu	jiangsu	PROPN
ajst-26226	116	51	higher	high	ADJ
ajst-26226	116	52	education	education	NOUN
ajst-26226	116	53	institutions	institution	NOUN
ajst-26226	116	54	of	of	ADP
ajst-26226	116	55	china	china	PROPN
ajst-26226	116	56	(	(	PUNCT
ajst-26226	116	57	big	big	ADJ
ajst-26226	116	58	data	datum	NOUN
ajst-26226	116	59	technology	technology	NOUN
ajst-26226	116	60	teaching	teaching	NOUN
ajst-26226	116	61	team	team	NOUN
ajst-26226	116	62	with	with	ADP
ajst-26226	116	63	shipping	shipping	NOUN
ajst-26226	116	64	characteristic	characteristic	NOUN
ajst-26226	116	65	)	)	PUNCT
ajst-26226	116	66	.	.	PUNCT
ajst-26226	117	1	references	reference	NOUN
ajst-26226	117	2	[	[	X
ajst-26226	117	3	1	1	NUM
ajst-26226	117	4	]	]	X
ajst-26226	117	5	munim	munim	PROPN
ajst-26226	117	6	,	,	PUNCT
ajst-26226	117	7	ziaul	ziaul	PROPN
ajst-26226	117	8	haque	haque	PROPN
ajst-26226	117	9	,	,	PUNCT
ajst-26226	117	10	et	et	PROPN
ajst-26226	117	11	al	al	PROPN
ajst-26226	117	12	.	.	PUNCT
ajst-26226	118	1	"	"	PUNCT
ajst-26226	118	2	big	big	ADJ
ajst-26226	118	3	data	datum	NOUN
ajst-26226	118	4	and	and	CCONJ
ajst-26226	118	5	artificial	artificial	ADJ
ajst-26226	118	6	intelligence	intelligence	NOUN
ajst-26226	118	7	in	in	ADP
ajst-26226	118	8	the	the	DET
ajst-26226	118	9	maritime	maritime	ADJ
ajst-26226	118	10	industry	industry	NOUN
ajst-26226	118	11	:	:	PUNCT
ajst-26226	118	12	a	a	DET
ajst-26226	118	13	bibliometric	bibliometric	ADJ
ajst-26226	118	14	review	review	NOUN
ajst-26226	118	15	and	and	CCONJ
ajst-26226	118	16	future	future	ADJ
ajst-26226	118	17	research	research	NOUN
ajst-26226	118	18	directions	direction	NOUN
ajst-26226	118	19	.	.	PUNCT
ajst-26226	118	20	"	"	PUNCT
ajst-26226	119	1	maritime	maritime	ADJ
ajst-26226	119	2	policy	policy	NOUN
ajst-26226	119	3	&	&	CCONJ
ajst-26226	119	4	management	management	PROPN
ajst-26226	119	5	47.5	47.5	NUM
ajst-26226	119	6	(	(	PUNCT
ajst-26226	119	7	2020	2020	NUM
ajst-26226	119	8	):	):	PUNCT
ajst-26226	119	9	577	577	NUM
ajst-26226	119	10	-	-	SYM
ajst-26226	119	11	597	597	NUM
ajst-26226	119	12	.	.	PUNCT
ajst-26226	120	1	[	[	X
ajst-26226	120	2	2	2	NUM
ajst-26226	120	3	]	]	X
ajst-26226	120	4	aslam	aslam	PROPN
ajst-26226	120	5	,	,	PUNCT
ajst-26226	120	6	sheraz	sheraz	NOUN
ajst-26226	120	7	,	,	PUNCT
ajst-26226	120	8	michalis	michali	VERB
ajst-26226	120	9	p.	p.	NOUN
ajst-26226	120	10	michaelides	michaelide	NOUN
ajst-26226	120	11	,	,	PUNCT
ajst-26226	120	12	and	and	CCONJ
ajst-26226	120	13	herodotos	herodotos	PROPN
ajst-26226	120	14	herodotou	herodotou	NOUN
ajst-26226	120	15	.	.	PUNCT
ajst-26226	121	1	"	"	PUNCT
ajst-26226	121	2	internet	internet	NOUN
ajst-26226	121	3	of	of	ADP
ajst-26226	121	4	ships	ship	NOUN
ajst-26226	121	5	:	:	PUNCT
ajst-26226	121	6	a	a	DET
ajst-26226	121	7	survey	survey	NOUN
ajst-26226	121	8	on	on	ADP
ajst-26226	121	9	architectures	architecture	NOUN
ajst-26226	121	10	,	,	PUNCT
ajst-26226	121	11	emerging	emerge	VERB
ajst-26226	121	12	applications	application	NOUN
ajst-26226	121	13	,	,	PUNCT
ajst-26226	121	14	and	and	CCONJ
ajst-26226	121	15	challenges	challenge	NOUN
ajst-26226	121	16	.	.	PUNCT
ajst-26226	121	17	"	"	PUNCT
ajst-26226	121	18	ieee	ieee	NOUN
ajst-26226	121	19	internet	internet	NOUN
ajst-26226	121	20	of	of	ADP
ajst-26226	121	21	things	thing	NOUN
ajst-26226	121	22	journal	journal	NOUN
ajst-26226	121	23	7.10	7.10	NUM
ajst-26226	121	24	(	(	PUNCT
ajst-26226	121	25	2020	2020	NUM
ajst-26226	121	26	):	):	PUNCT
ajst-26226	121	27	9714	9714	NUM
ajst-26226	121	28	-	-	SYM
ajst-26226	121	29	9727	9727	NUM
ajst-26226	121	30	.	.	PUNCT
ajst-26226	122	1	[	[	X
ajst-26226	122	2	3	3	NUM
ajst-26226	122	3	]	]	X
ajst-26226	122	4	aiello	aiello	PROPN
ajst-26226	122	5	,	,	PUNCT
ajst-26226	122	6	giuseppe	giuseppe	PROPN
ajst-26226	122	7	,	,	PUNCT
ajst-26226	122	8	antonio	antonio	PROPN
ajst-26226	122	9	giallanza	giallanza	PROPN
ajst-26226	122	10	,	,	PUNCT
ajst-26226	122	11	and	and	CCONJ
ajst-26226	122	12	giuseppe	giuseppe	PROPN
ajst-26226	122	13	mascarella	mascarella	PROPN
ajst-26226	122	14	.	.	PUNCT
ajst-26226	123	1	"	"	PUNCT
ajst-26226	123	2	towards	towards	ADP
ajst-26226	123	3	shipping	ship	VERB
ajst-26226	123	4	4.0	4.0	NUM
ajst-26226	123	5	.	.	PUNCT
ajst-26226	124	1	a	a	DET
ajst-26226	124	2	preliminary	preliminary	ADJ
ajst-26226	124	3	gap	gap	NOUN
ajst-26226	124	4	analysis	analysis	NOUN
ajst-26226	124	5	.	.	PUNCT
ajst-26226	124	6	"	"	PUNCT
ajst-26226	125	1	procedia	procedia	NOUN
ajst-26226	125	2	manufacturing	manufacture	VERB
ajst-26226	125	3	42	42	NUM
ajst-26226	125	4	(	(	PUNCT
ajst-26226	125	5	2020	2020	NUM
ajst-26226	125	6	):	):	PUNCT
ajst-26226	125	7	24	24	NUM
ajst-26226	125	8	-	-	SYM
ajst-26226	125	9	29	29	NUM
ajst-26226	125	10	.	.	PUNCT
ajst-26226	126	1	[	[	X
ajst-26226	126	2	4	4	NUM
ajst-26226	126	3	]	]	X
ajst-26226	126	4	sepehri	sepehri	NOUN
ajst-26226	126	5	,	,	PUNCT
ajst-26226	126	6	arash	arash	PROPN
ajst-26226	126	7	,	,	PUNCT
ajst-26226	126	8	et	et	PROPN
ajst-26226	126	9	al	al	PROPN
ajst-26226	126	10	.	.	PUNCT
ajst-26226	127	1	"	"	PUNCT
ajst-26226	127	2	the	the	DET
ajst-26226	127	3	impact	impact	NOUN
ajst-26226	127	4	of	of	ADP
ajst-26226	127	5	shipping	ship	VERB
ajst-26226	127	6	4.0	4.0	NUM
ajst-26226	127	7	on	on	ADP
ajst-26226	127	8	controlling	control	VERB
ajst-26226	127	9	shipping	shipping	NOUN
ajst-26226	127	10	accidents	accident	NOUN
ajst-26226	127	11	:	:	PUNCT
ajst-26226	127	12	a	a	DET
ajst-26226	127	13	systematic	systematic	ADJ
ajst-26226	127	14	literature	literature	NOUN
ajst-26226	127	15	review	review	NOUN
ajst-26226	127	16	.	.	PUNCT
ajst-26226	127	17	"	"	PUNCT
ajst-26226	128	1	ocean	ocean	NOUN
ajst-26226	128	2	engineering	engineer	VERB
ajst-26226	128	3	243	243	NUM
ajst-26226	128	4	(	(	PUNCT
ajst-26226	128	5	2022	2022	NUM
ajst-26226	128	6	):	):	PUNCT
ajst-26226	128	7	110162	110162	NUM
ajst-26226	128	8	.	.	PUNCT
ajst-26226	129	1	[	[	X
ajst-26226	129	2	5	5	NUM
ajst-26226	129	3	]	]	X
ajst-26226	129	4	lv	lv	PROPN
ajst-26226	129	5	,	,	PUNCT
ajst-26226	129	6	taizhi	taizhi	PROPN
ajst-26226	129	7	,	,	PUNCT
ajst-26226	129	8	et	et	PROPN
ajst-26226	129	9	al	al	PROPN
ajst-26226	129	10	.	.	PUNCT
ajst-26226	130	1	"	"	PUNCT
ajst-26226	130	2	research	research	NOUN
ajst-26226	130	3	on	on	ADP
ajst-26226	130	4	ship	ship	NOUN
ajst-26226	130	5	ais	ais	PROPN
ajst-26226	130	6	data	datum	NOUN
ajst-26226	130	7	analysis	analysis	NOUN
ajst-26226	130	8	based	base	VERB
ajst-26226	130	9	on	on	ADP
ajst-26226	130	10	stream	stream	NOUN
ajst-26226	130	11	computing	computing	NOUN
ajst-26226	130	12	and	and	CCONJ
ajst-26226	130	13	virtual	virtual	ADJ
ajst-26226	130	14	fence	fence	NOUN
ajst-26226	130	15	.	.	PUNCT
ajst-26226	130	16	"	"	PUNCT
ajst-26226	131	1	2023	2023	NUM
ajst-26226	131	2	4th	4th	ADJ
ajst-26226	131	3	international	international	ADJ
ajst-26226	131	4	conference	conference	NOUN
ajst-26226	131	5	on	on	ADP
ajst-26226	131	6	big	big	ADJ
ajst-26226	131	7	data	datum	NOUN
ajst-26226	131	8	,	,	PUNCT
ajst-26226	131	9	artificial	artificial	ADJ
ajst-26226	131	10	intelligence	intelligence	NOUN
ajst-26226	131	11	and	and	CCONJ
ajst-26226	131	12	internet	internet	NOUN
ajst-26226	131	13	of	of	ADP
ajst-26226	131	14	things	thing	NOUN
ajst-26226	131	15	engineering	engineering	NOUN
ajst-26226	131	16	(	(	PUNCT
ajst-26226	131	17	icbaie	icbaie	PROPN
ajst-26226	131	18	)	)	PUNCT
ajst-26226	131	19	.	.	PUNCT
ajst-26226	132	1	ieee	ieee	NOUN
ajst-26226	132	2	,	,	PUNCT
ajst-26226	132	3	2023	2023	NUM
ajst-26226	132	4	.	.	PUNCT
ajst-26226	133	1	[	[	X
ajst-26226	133	2	6	6	NUM
ajst-26226	133	3	]	]	X
ajst-26226	133	4	müller	müller	PROPN
ajst-26226	133	5	,	,	PUNCT
ajst-26226	133	6	ingo	ingo	PROPN
ajst-26226	133	7	,	,	PUNCT
ajst-26226	133	8	renato	renato	PROPN
ajst-26226	133	9	marroquín	marroquín	NOUN
ajst-26226	133	10	,	,	PUNCT
ajst-26226	133	11	and	and	CCONJ
ajst-26226	133	12	gustavo	gustavo	PROPN
ajst-26226	133	13	alonso	alonso	PROPN
ajst-26226	133	14	.	.	PUNCT
ajst-26226	134	1	"	"	PUNCT
ajst-26226	134	2	lambada	lambada	PROPN
ajst-26226	134	3	:	:	PUNCT
ajst-26226	134	4	interactive	interactive	ADJ
ajst-26226	134	5	data	data	NOUN
ajst-26226	134	6	analytics	analytic	NOUN
ajst-26226	134	7	on	on	ADP
ajst-26226	134	8	cold	cold	ADJ
ajst-26226	134	9	data	datum	NOUN
ajst-26226	134	10	using	use	VERB
ajst-26226	134	11	serverless	serverless	NOUN
ajst-26226	134	12	cloud	cloud	NOUN
ajst-26226	134	13	infrastructure	infrastructure	NOUN
ajst-26226	134	14	.	.	PUNCT
ajst-26226	134	15	"	"	PUNCT
ajst-26226	135	1	proceedings	proceeding	NOUN
ajst-26226	135	2	of	of	ADP
ajst-26226	135	3	the	the	DET
ajst-26226	135	4	2020	2020	NUM
ajst-26226	135	5	acm	acm	PROPN
ajst-26226	135	6	sigmod	sigmod	PROPN
ajst-26226	135	7	international	international	ADJ
ajst-26226	135	8	conference	conference	NOUN
ajst-26226	135	9	on	on	ADP
ajst-26226	135	10	management	management	NOUN
ajst-26226	135	11	of	of	ADP
ajst-26226	135	12	data	datum	NOUN
ajst-26226	135	13	.	.	PUNCT
ajst-26226	136	1	2020	2020	NUM
ajst-26226	136	2	:	:	PUNCT
ajst-26226	136	3	115	115	NUM
ajst-26226	136	4	-	-	SYM
ajst-26226	136	5	130	130	NUM
ajst-26226	136	6	.	.	PUNCT
ajst-26226	137	1	[	[	X
ajst-26226	137	2	7	7	NUM
ajst-26226	137	3	]	]	X
ajst-26226	137	4	zhang	zhang	PROPN
ajst-26226	137	5	,	,	PUNCT
ajst-26226	137	6	lu	lu	PROPN
ajst-26226	137	7	,	,	PUNCT
ajst-26226	137	8	and	and	CCONJ
ajst-26226	137	9	yan	yan	PROPN
ajst-26226	137	10	ma	ma	PROPN
ajst-26226	137	11	.	.	PUNCT
ajst-26226	138	1	"	"	PUNCT
ajst-26226	138	2	a	a	DET
ajst-26226	138	3	study	study	NOUN
ajst-26226	138	4	of	of	ADP
ajst-26226	138	5	the	the	DET
ajst-26226	138	6	impact	impact	NOUN
ajst-26226	138	7	of	of	ADP
ajst-26226	138	8	projectbased	projectbase	VERB
ajst-26226	138	9	learning	learning	NOUN
ajst-26226	138	10	on	on	ADP
ajst-26226	138	11	student	student	NOUN
ajst-26226	138	12	learning	learning	NOUN
ajst-26226	138	13	effects	effect	NOUN
ajst-26226	138	14	:	:	PUNCT
ajst-26226	138	15	a	a	DET
ajst-26226	138	16	meta	meta	ADJ
ajst-26226	138	17	-	-	PUNCT
ajst-26226	138	18	analysis	analysis	NOUN
ajst-26226	138	19	study	study	NOUN
ajst-26226	138	20	.	.	PUNCT
ajst-26226	138	21	"	"	PUNCT
ajst-26226	139	1	frontiers	frontier	NOUN
ajst-26226	139	2	in	in	ADP
ajst-26226	139	3	psychology	psychology	NOUN
ajst-26226	139	4	14	14	NUM
ajst-26226	139	5	(	(	PUNCT
ajst-26226	139	6	2023	2023	NUM
ajst-26226	139	7	):	):	PUNCT
ajst-26226	139	8	1202728	1202728	NUM
ajst-26226	139	9	.	.	PUNCT
ajst-26226	140	1	[	[	X
ajst-26226	140	2	8	8	NUM
ajst-26226	140	3	]	]	X
ajst-26226	140	4	tian	tian	ADJ
ajst-26226	140	5	,	,	PUNCT
ajst-26226	140	6	feng	feng	PROPN
ajst-26226	140	7	.	.	PUNCT
ajst-26226	141	1	"	"	PUNCT
ajst-26226	141	2	case	case	NOUN
ajst-26226	141	3	study	study	NOUN
ajst-26226	141	4	and	and	CCONJ
ajst-26226	141	5	practice	practice	NOUN
ajst-26226	141	6	of	of	ADP
ajst-26226	141	7	ideological	ideological	ADJ
ajst-26226	141	8	and	and	CCONJ
ajst-26226	141	9	political	political	ADJ
ajst-26226	141	10	education	education	NOUN
ajst-26226	141	11	in	in	ADP
ajst-26226	141	12	the	the	DET
ajst-26226	141	13	course	course	NOUN
ajst-26226	141	14	.	.	PUNCT
ajst-26226	141	15	"	"	PUNCT
ajst-26226	142	1	advances	advance	NOUN
ajst-26226	142	2	in	in	ADP
ajst-26226	142	3	educational	educational	ADJ
ajst-26226	142	4	technology	technology	NOUN
ajst-26226	142	5	and	and	CCONJ
ajst-26226	142	6	psychology	psychology	NOUN
ajst-26226	142	7	7.13	7.13	NUM
ajst-26226	142	8	(	(	PUNCT
ajst-26226	142	9	2023	2023	NUM
ajst-26226	142	10	):	):	PUNCT
ajst-26226	142	11	64	64	NUM
ajst-26226	142	12	-	-	SYM
ajst-26226	142	13	71	71	NUM
ajst-26226	142	14	.	.	PUNCT