id	sid	tid	token	lemma	pos
cte-113	1	1	cloud	cloud	NOUN
cte-113	1	2	technologies	technology	NOUN
cte-113	1	3	for	for	ADP
cte-113	1	4	basics	basic	NOUN
cte-113	1	5	of	of	ADP
cte-113	1	6	artificial	artificial	ADJ
cte-113	1	7	intelligence	intelligence	NOUN
cte-113	1	8	study	study	NOUN
cte-113	1	9	in	in	ADP
cte-113	1	10	school	school	NOUN
cte-113	1	11	cte	cte	NOUN
cte-113	1	12	workshop	workshop	NOUN
cte-113	1	13	proceedings	proceeding	NOUN
cte-113	1	14	,	,	PUNCT
cte-113	1	15	2022	2022	NUM
cte-113	1	16	,	,	PUNCT
cte-113	1	17	vol	vol	NOUN
cte-113	1	18	.	.	NOUN
cte-113	2	1	9	9	NUM
cte-113	2	2	:	:	PUNCT
cte-113	2	3	cte-2021	cte-2021	NOUN
cte-113	2	4	,	,	PUNCT
cte-113	2	5	pp	pp	ADJ
cte-113	2	6	.	.	PUNCT
cte-113	3	1	170	170	NUM
cte-113	3	2	-	-	SYM
cte-113	3	3	183	183	NUM
cte-113	3	4	cloud	cloud	NOUN
cte-113	3	5	technologies	technology	NOUN
cte-113	3	6	for	for	ADP
cte-113	3	7	basics	basic	NOUN
cte-113	3	8	of	of	ADP
cte-113	3	9	artificial	artificial	ADJ
cte-113	3	10	intelligence	intelligence	NOUN
cte-113	3	11	study	study	NOUN
cte-113	3	12	in	in	ADP
cte-113	3	13	school	school	NOUN
cte-113	3	14	nataliia	nataliia	NOUN
cte-113	3	15	v.	v.	ADP
cte-113	3	16	valko1	valko1	NOUN
cte-113	3	17	,	,	PUNCT
cte-113	3	18	tatiana	tatiana	PROPN
cte-113	3	19	l.	l.	PROPN
cte-113	3	20	goncharenko1	goncharenko1	PROPN
cte-113	3	21	,	,	PUNCT
cte-113	3	22	nataliya	nataliya	PROPN
cte-113	3	23	o.	o.	PROPN
cte-113	3	24	kushnir1	kushnir1	PROPN
cte-113	3	25	and	and	CCONJ
cte-113	3	26	viacheslav	viacheslav	NOUN
cte-113	3	27	v.	v.	ADP
cte-113	3	28	osadchyi2	osadchyi2	NOUN
cte-113	4	1	1kherson	1kherson	NUM
cte-113	4	2	state	state	NOUN
cte-113	4	3	university	university	NOUN
cte-113	4	4	,	,	PUNCT
cte-113	4	5	27	27	NUM
cte-113	4	6	universytetska	universytetska	PROPN
cte-113	4	7	st	st	PROPN
cte-113	4	8	.	.	PROPN
cte-113	4	9	,	,	PUNCT
cte-113	4	10	kherson	kherson	PROPN
cte-113	4	11	,	,	PUNCT
cte-113	4	12	73000	73000	NUM
cte-113	4	13	,	,	PUNCT
cte-113	4	14	ukraine	ukraine	NOUN
cte-113	4	15	2bogdan	2bogdan	PROPN
cte-113	4	16	khmelnitsky	khmelnitsky	PROPN
cte-113	4	17	melitopol	melitopol	ADJ
cte-113	4	18	state	state	PROPN
cte-113	4	19	pedagogical	pedagogical	ADJ
cte-113	4	20	university	university	NOUN
cte-113	4	21	,	,	PUNCT
cte-113	4	22	20	20	NUM
cte-113	4	23	hetmanska	hetmanska	PROPN
cte-113	4	24	str	str	PROPN
cte-113	4	25	.	.	PUNCT
cte-113	4	26	,	,	PUNCT
cte-113	4	27	melitopol	melitopol	PROPN
cte-113	4	28	,	,	PUNCT
cte-113	4	29	72300	72300	NUM
cte-113	4	30	,	,	PUNCT
cte-113	4	31	ukraine	ukraine	PROPN
cte-113	4	32	abstract	abstract	NOUN
cte-113	4	33	.	.	PUNCT
cte-113	5	1	changes	change	NOUN
cte-113	5	2	in	in	ADP
cte-113	5	3	society	society	NOUN
cte-113	5	4	related	relate	VERB
cte-113	5	5	to	to	ADP
cte-113	5	6	the	the	DET
cte-113	5	7	development	development	NOUN
cte-113	5	8	of	of	ADP
cte-113	5	9	science	science	NOUN
cte-113	5	10	,	,	PUNCT
cte-113	5	11	technology	technology	NOUN
cte-113	5	12	,	,	PUNCT
cte-113	5	13	computing	computing	NOUN
cte-113	5	14	power	power	NOUN
cte-113	5	15	,	,	PUNCT
cte-113	5	16	cloud	cloud	NOUN
cte-113	5	17	services	service	NOUN
cte-113	5	18	,	,	PUNCT
cte-113	5	19	artificial	artificial	ADJ
cte-113	5	20	intelligence	intelligence	NOUN
cte-113	5	21	,	,	PUNCT
cte-113	5	22	increasing	increase	VERB
cte-113	5	23	general	general	ADJ
cte-113	5	24	access	access	NOUN
cte-113	5	25	to	to	ADP
cte-113	5	26	huge	huge	ADJ
cte-113	5	27	amounts	amount	NOUN
cte-113	5	28	of	of	ADP
cte-113	5	29	open	open	ADJ
cte-113	5	30	data	datum	NOUN
cte-113	5	31	,	,	PUNCT
cte-113	5	32	lead	lead	VERB
cte-113	5	33	to	to	ADP
cte-113	5	34	increased	increase	VERB
cte-113	5	35	global	global	ADJ
cte-113	5	36	investment	investment	NOUN
cte-113	5	37	in	in	ADP
cte-113	5	38	technology	technology	NOUN
cte-113	5	39	and	and	CCONJ
cte-113	5	40	services	service	NOUN
cte-113	5	41	.	.	PUNCT
cte-113	6	1	appropriate	appropriate	ADJ
cte-113	6	2	training	training	NOUN
cte-113	6	3	is	be	AUX
cte-113	6	4	required	require	VERB
cte-113	6	5	by	by	ADP
cte-113	6	6	specialists	specialist	NOUN
cte-113	6	7	to	to	PART
cte-113	6	8	create	create	VERB
cte-113	6	9	a	a	DET
cte-113	6	10	workforce	workforce	NOUN
cte-113	6	11	to	to	PART
cte-113	6	12	work	work	VERB
cte-113	6	13	with	with	ADP
cte-113	6	14	artificial	artificial	ADJ
cte-113	6	15	intelligence	intelligence	NOUN
cte-113	6	16	.	.	PUNCT
cte-113	7	1	on	on	ADP
cte-113	7	2	the	the	DET
cte-113	7	3	one	one	NUM
cte-113	7	4	hand	hand	NOUN
cte-113	7	5	,	,	PUNCT
cte-113	7	6	it	it	PRON
cte-113	7	7	puts	put	VERB
cte-113	7	8	forward	forward	ADV
cte-113	7	9	new	new	ADJ
cte-113	7	10	requirements	requirement	NOUN
cte-113	7	11	for	for	ADP
cte-113	7	12	the	the	DET
cte-113	7	13	training	training	NOUN
cte-113	7	14	of	of	ADP
cte-113	7	15	young	young	ADJ
cte-113	7	16	people	people	NOUN
cte-113	7	17	,	,	PUNCT
cte-113	7	18	and	and	CCONJ
cte-113	7	19	educational	educational	ADJ
cte-113	7	20	content	content	NOUN
cte-113	7	21	,	,	PUNCT
cte-113	7	22	on	on	ADP
cte-113	7	23	the	the	DET
cte-113	7	24	other	other	ADJ
cte-113	7	25	hand	hand	NOUN
cte-113	7	26	,	,	PUNCT
cte-113	7	27	provides	provide	VERB
cte-113	7	28	opportunities	opportunity	NOUN
cte-113	7	29	for	for	ADP
cte-113	7	30	the	the	DET
cte-113	7	31	use	use	NOUN
cte-113	7	32	of	of	ADP
cte-113	7	33	cloud	cloud	NOUN
cte-113	7	34	technologies	technology	NOUN
cte-113	7	35	during	during	ADP
cte-113	7	36	the	the	DET
cte-113	7	37	educational	educational	ADJ
cte-113	7	38	process	process	NOUN
cte-113	7	39	.	.	PUNCT
cte-113	8	1	widespread	widespread	ADJ
cte-113	8	2	use	use	NOUN
cte-113	8	3	of	of	ADP
cte-113	8	4	ai	ai	VERB
cte-113	8	5	in	in	ADP
cte-113	8	6	various	various	ADJ
cte-113	8	7	fields	field	NOUN
cte-113	8	8	and	and	CCONJ
cte-113	8	9	everyday	everyday	ADJ
cte-113	8	10	life	life	NOUN
cte-113	8	11	poses	pose	VERB
cte-113	8	12	the	the	DET
cte-113	8	13	task	task	NOUN
cte-113	8	14	of	of	ADP
cte-113	8	15	understanding	understand	VERB
cte-113	8	16	the	the	DET
cte-113	8	17	basic	basic	ADJ
cte-113	8	18	terms	term	NOUN
cte-113	8	19	related	relate	VERB
cte-113	8	20	to	to	ADP
cte-113	8	21	artificial	artificial	ADJ
cte-113	8	22	intelligence	intelligence	NOUN
cte-113	8	23	(	(	PUNCT
cte-113	8	24	ai	ai	NOUN
cte-113	8	25	)	)	PUNCT
cte-113	8	26	,	,	PUNCT
cte-113	8	27	such	such	ADJ
cte-113	8	28	as	as	ADP
cte-113	8	29	machine	machine	NOUN
cte-113	8	30	learning	learning	NOUN
cte-113	8	31	(	(	PUNCT
cte-113	8	32	ml	ml	NOUN
cte-113	8	33	)	)	PUNCT
cte-113	8	34	,	,	PUNCT
cte-113	8	35	neural	neural	ADJ
cte-113	8	36	network	network	NOUN
cte-113	8	37	(	(	PUNCT
cte-113	8	38	nn	nn	NOUN
cte-113	8	39	)	)	PUNCT
cte-113	8	40	,	,	PUNCT
cte-113	8	41	artificial	artificial	ADJ
cte-113	8	42	neural	neural	ADJ
cte-113	8	43	networks	network	NOUN
cte-113	8	44	(	(	PUNCT
cte-113	8	45	ann	ann	PROPN
cte-113	8	46	)	)	PUNCT
cte-113	8	47	,	,	PUNCT
cte-113	8	48	deep	deep	ADJ
cte-113	8	49	learning	learning	NOUN
cte-113	8	50	,	,	PUNCT
cte-113	8	51	data	data	NOUN
cte-113	8	52	science	science	NOUN
cte-113	8	53	,	,	PUNCT
cte-113	8	54	big	big	ADJ
cte-113	8	55	data	datum	NOUN
cte-113	8	56	,	,	PUNCT
cte-113	8	57	mastering	master	VERB
cte-113	8	58	the	the	DET
cte-113	8	59	basic	basic	ADJ
cte-113	8	60	skills	skill	NOUN
cte-113	8	61	of	of	ADP
cte-113	8	62	using	use	VERB
cte-113	8	63	and	and	CCONJ
cte-113	8	64	understanding	understand	VERB
cte-113	8	65	the	the	DET
cte-113	8	66	ai	ai	ADJ
cte-113	8	67	principles	principle	NOUN
cte-113	8	68	,	,	PUNCT
cte-113	8	69	which	which	PRON
cte-113	8	70	is	be	AUX
cte-113	8	71	possible	possible	ADJ
cte-113	8	72	during	during	ADP
cte-113	8	73	the	the	DET
cte-113	8	74	study	study	NOUN
cte-113	8	75	in	in	ADP
cte-113	8	76	the	the	DET
cte-113	8	77	school	school	NOUN
cte-113	8	78	course	course	NOUN
cte-113	8	79	of	of	ADP
cte-113	8	80	computer	computer	NOUN
cte-113	8	81	science	science	NOUN
cte-113	8	82	.	.	PUNCT
cte-113	9	1	cloud	cloud	NOUN
cte-113	9	2	technologies	technology	NOUN
cte-113	9	3	allow	allow	VERB
cte-113	9	4	you	you	PRON
cte-113	9	5	to	to	PART
cte-113	9	6	use	use	VERB
cte-113	9	7	the	the	DET
cte-113	9	8	power	power	NOUN
cte-113	9	9	of	of	ADP
cte-113	9	10	a	a	DET
cte-113	9	11	remote	remote	ADJ
cte-113	9	12	server	server	NOUN
cte-113	9	13	(	(	PUNCT
cte-113	9	14	open	open	ADJ
cte-113	9	15	information	information	NOUN
cte-113	9	16	systems	system	NOUN
cte-113	9	17	,	,	PUNCT
cte-113	9	18	digital	digital	ADJ
cte-113	9	19	resources	resource	NOUN
cte-113	9	20	,	,	PUNCT
cte-113	9	21	software	software	NOUN
cte-113	9	22	,	,	PUNCT
cte-113	9	23	etc	etc	X
cte-113	9	24	.	.	X
cte-113	9	25	)	)	PUNCT
cte-113	10	1	regardless	regardless	ADV
cte-113	10	2	of	of	ADP
cte-113	10	3	the	the	DET
cte-113	10	4	location	location	NOUN
cte-113	10	5	of	of	ADP
cte-113	10	6	the	the	DET
cte-113	10	7	consumer	consumer	NOUN
cte-113	10	8	and	and	CCONJ
cte-113	10	9	provide	provide	VERB
cte-113	10	10	ample	ample	ADJ
cte-113	10	11	opportunities	opportunity	NOUN
cte-113	10	12	for	for	ADP
cte-113	10	13	the	the	DET
cte-113	10	14	study	study	NOUN
cte-113	10	15	of	of	ADP
cte-113	10	16	artificial	artificial	ADJ
cte-113	10	17	intelligence	intelligence	NOUN
cte-113	10	18	.	.	PUNCT
cte-113	11	1	in	in	ADP
cte-113	11	2	this	this	DET
cte-113	11	3	article	article	NOUN
cte-113	11	4	we	we	PRON
cte-113	11	5	reveal	reveal	VERB
cte-113	11	6	the	the	DET
cte-113	11	7	possibilities	possibility	NOUN
cte-113	11	8	of	of	ADP
cte-113	11	9	cloud	cloud	NOUN
cte-113	11	10	technologies	technology	NOUN
cte-113	11	11	as	as	ADP
cte-113	11	12	a	a	DET
cte-113	11	13	means	means	NOUN
cte-113	11	14	of	of	ADP
cte-113	11	15	studying	study	VERB
cte-113	11	16	artificial	artificial	ADJ
cte-113	11	17	intelligence	intelligence	NOUN
cte-113	11	18	at	at	ADP
cte-113	11	19	school	school	NOUN
cte-113	11	20	,	,	PUNCT
cte-113	11	21	consider	consider	VERB
cte-113	11	22	the	the	DET
cte-113	11	23	need	need	NOUN
cte-113	11	24	for	for	ADP
cte-113	11	25	three	three	NUM
cte-113	11	26	stages	stage	NOUN
cte-113	11	27	of	of	ADP
cte-113	11	28	training	training	NOUN
cte-113	11	29	and	and	CCONJ
cte-113	11	30	provide	provide	VERB
cte-113	11	31	development	development	NOUN
cte-113	11	32	of	of	ADP
cte-113	11	33	tasks	task	NOUN
cte-113	11	34	and	and	CCONJ
cte-113	11	35	own	own	ADJ
cte-113	11	36	experience	experience	NOUN
cte-113	11	37	of	of	ADP
cte-113	11	38	using	use	VERB
cte-113	11	39	cloud	cloud	NOUN
cte-113	11	40	technologies	technology	NOUN
cte-113	11	41	to	to	PART
cte-113	11	42	study	study	VERB
cte-113	11	43	artificial	artificial	ADJ
cte-113	11	44	intelligence	intelligence	NOUN
cte-113	11	45	on	on	ADP
cte-113	11	46	the	the	DET
cte-113	11	47	example	example	NOUN
cte-113	11	48	of	of	ADP
cte-113	11	49	dall	dall	NOUN
cte-113	11	50	-	-	PUNCT
cte-113	11	51	e	e	PROPN
cte-113	11	52	,	,	PUNCT
cte-113	11	53	google	google	NOUN
cte-113	11	54	quickdraw	quickdraw	NOUN
cte-113	11	55	,	,	PUNCT
cte-113	11	56	cloud	cloud	NOUN
cte-113	11	57	technologies	technology	NOUN
cte-113	11	58	makeblock	makeblock	VERB
cte-113	11	59	,	,	PUNCT
cte-113	11	60	pictoblox	pictoblox	INTJ
cte-113	11	61	,	,	PUNCT
cte-113	11	62	teachable	teachable	ADJ
cte-113	11	63	machine	machine	NOUN
cte-113	11	64	at	at	ADP
cte-113	11	65	different	different	ADJ
cte-113	11	66	stages	stage	NOUN
cte-113	11	67	of	of	ADP
cte-113	11	68	ai	ai	ADJ
cte-113	11	69	study	study	NOUN
cte-113	11	70	.	.	PUNCT
cte-113	12	1	keywords	keyword	NOUN
cte-113	12	2	:	:	PUNCT
cte-113	12	3	artificial	artificial	ADJ
cte-113	12	4	intelligence	intelligence	NOUN
cte-113	12	5	,	,	PUNCT
cte-113	12	6	cloud	cloud	NOUN
cte-113	12	7	technologies	technology	NOUN
cte-113	12	8	,	,	PUNCT
cte-113	12	9	school	school	NOUN
cte-113	12	10	,	,	PUNCT
cte-113	12	11	education	education	NOUN
cte-113	12	12	,	,	PUNCT
cte-113	12	13	education	education	NOUN
cte-113	12	14	applications	application	NOUN
cte-113	12	15	,	,	PUNCT
cte-113	12	16	informational	informational	ADJ
cte-113	12	17	computer	computer	NOUN
cte-113	12	18	technologies	technology	NOUN
cte-113	12	19	1	1	NUM
cte-113	12	20	.	.	PUNCT
cte-113	12	21	problem	problem	NOUN
cte-113	12	22	statement	statement	NOUN
cte-113	12	23	the	the	DET
cte-113	12	24	stanford	stanford	PROPN
cte-113	12	25	institute	institute	PROPN
cte-113	12	26	for	for	ADP
cte-113	12	27	human	human	NOUN
cte-113	12	28	-	-	PUNCT
cte-113	12	29	centered	center	VERB
cte-113	12	30	artificial	artificial	ADJ
cte-113	12	31	intelligence	intelligence	NOUN
cte-113	12	32	(	(	PUNCT
cte-113	12	33	hai	hai	NOUN
cte-113	12	34	)	)	PUNCT
cte-113	12	35	published	publish	VERB
cte-113	12	36	its	its	PRON
cte-113	12	37	artificial	artificial	ADJ
cte-113	12	38	intelligence	intelligence	NOUN
cte-113	12	39	index	index	NOUN
cte-113	12	40	(	(	PUNCT
cte-113	12	41	ai	ai	NOUN
cte-113	12	42	)	)	PUNCT
cte-113	12	43	in	in	ADP
cte-113	12	44	2021	2021	NUM
cte-113	12	45	[	[	X
cte-113	12	46	27	27	NUM
cte-113	12	47	]	]	PUNCT
cte-113	12	48	.	.	PUNCT
cte-113	13	1	according	accord	VERB
cte-113	13	2	to	to	ADP
cte-113	13	3	their	their	PRON
cte-113	13	4	findings	finding	NOUN
cte-113	13	5	,	,	PUNCT
cte-113	13	6	the	the	DET
cte-113	13	7	demand	demand	NOUN
cte-113	13	8	for	for	ADP
cte-113	13	9	labor	labor	NOUN
cte-113	13	10	with	with	ADP
cte-113	13	11	artificial	artificial	ADJ
cte-113	13	12	intelligence	intelligence	NOUN
cte-113	13	13	has	have	AUX
cte-113	13	14	increased	increase	VERB
cte-113	13	15	significantly	significantly	ADV
cte-113	13	16	.	.	PUNCT
cte-113	14	1	during	during	ADP
cte-113	14	2	the	the	DET
cte-113	14	3	pandemic	pandemic	NOUN
cte-113	14	4	,	,	PUNCT
cte-113	14	5	which	which	PRON
cte-113	14	6	has	have	AUX
cte-113	14	7	been	be	AUX
cte-113	14	8	going	go	VERB
cte-113	14	9	on	on	ADP
cte-113	14	10	for	for	ADP
cte-113	14	11	two	two	NUM
cte-113	14	12	years	year	NOUN
cte-113	14	13	,	,	PUNCT
cte-113	14	14	global	global	ADJ
cte-113	14	15	investments	investment	NOUN
cte-113	14	16	in	in	ADP
cte-113	14	17	the	the	DET
cte-113	14	18	development	development	NOUN
cte-113	14	19	of	of	ADP
cte-113	14	20	the	the	DET
cte-113	14	21	artificial	artificial	ADJ
cte-113	14	22	intelligence	intelligence	NOUN
cte-113	14	23	industry	industry	NOUN
cte-113	14	24	"	"	PUNCT
cte-113	14	25	valko@ksu.ks.ua	valko@ksu.ks.ua	NOUN
cte-113	14	26	(	(	PUNCT
cte-113	14	27	n.	n.	PROPN
cte-113	14	28	v.	v.	ADP
cte-113	14	29	valko	valko	PROPN
cte-113	14	30	)	)	PUNCT
cte-113	14	31	;	;	PUNCT
cte-113	14	32	goncharenkokspu@gmail.com	goncharenkokspu@gmail.com	X
cte-113	14	33	(	(	PUNCT
cte-113	14	34	t.	t.	PROPN
cte-113	14	35	l.	l.	PROPN
cte-113	14	36	goncharenko	goncharenko	PROPN
cte-113	14	37	)	)	PUNCT
cte-113	14	38	;	;	PUNCT
cte-113	14	39	kushnir@ksu.ks.ua	kushnir@ksu.ks.ua	PROPN
cte-113	14	40	(	(	PUNCT
cte-113	14	41	n.	n.	PROPN
cte-113	14	42	o.	o.	PROPN
cte-113	14	43	kushnir	kushnir	PROPN
cte-113	14	44	)	)	PUNCT
cte-113	14	45	;	;	PUNCT
cte-113	14	46	osadchyi@mdpu.org.ua	osadchyi@mdpu.org.ua	PROPN
cte-113	14	47	(	(	PUNCT
cte-113	14	48	v.	v.	ADP
cte-113	14	49	v.	v.	ADP
cte-113	14	50	osadchyi	osadchyi	PROPN
cte-113	14	51	)	)	PUNCT
cte-113	14	52	~	~	PUNCT
cte-113	15	1	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/nvalko.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/nvalko.aspx	X
cte-113	15	2	(	(	PUNCT
cte-113	15	3	n.	n.	PROPN
cte-113	15	4	v.	v.	ADP
cte-113	15	5	valko	valko	PROPN
cte-113	15	6	)	)	PUNCT
cte-113	15	7	;	;	PUNCT
cte-113	15	8	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairphysics/staff/tgoncharenko.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairphysics/staff/tgoncharenko.aspx	NOUN
cte-113	15	9	(	(	PUNCT
cte-113	15	10	t.	t.	PROPN
cte-113	15	11	l.	l.	PROPN
cte-113	15	12	goncharenko	goncharenko	PROPN
cte-113	15	13	)	)	PUNCT
cte-113	15	14	;	;	PUNCT
cte-113	15	15	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/kushnir.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/kushnir.aspx	PROPN
cte-113	15	16	(	(	PUNCT
cte-113	15	17	n.	n.	PROPN
cte-113	15	18	o.	o.	PROPN
cte-113	15	19	kushnir	kushnir	PROPN
cte-113	15	20	)	)	PUNCT
cte-113	15	21	;	;	PUNCT
cte-113	15	22	http://osadchyi.mdpu.org.ua	http://osadchyi.mdpu.org.ua	PROPN
cte-113	15	23	(	(	PUNCT
cte-113	15	24	v.	v.	ADP
cte-113	15	25	v.	v.	ADP
cte-113	15	26	osadchyi	osadchyi	PROPN
cte-113	15	27	)	)	PUNCT
cte-113	15	28	�	�	PROPN
cte-113	15	29	0000	0000	NUM
cte-113	15	30	-	-	PUNCT
cte-113	15	31	0003	0003	NUM
cte-113	15	32	-	-	PUNCT
cte-113	15	33	0720	0720	NUM
cte-113	15	34	-	-	SYM
cte-113	15	35	3217	3217	NUM
cte-113	15	36	(	(	PUNCT
cte-113	15	37	n.	n.	PROPN
cte-113	15	38	v.	v.	ADP
cte-113	15	39	valko	valko	PROPN
cte-113	15	40	)	)	PUNCT
cte-113	15	41	;	;	PUNCT
cte-113	15	42	0000	0000	NUM
cte-113	15	43	-	-	PUNCT
cte-113	15	44	0002	0002	NUM
cte-113	15	45	-	-	PUNCT
cte-113	15	46	2021	2021	NUM
cte-113	15	47	-	-	PUNCT
cte-113	15	48	9320	9320	NUM
cte-113	15	49	(	(	PUNCT
cte-113	15	50	t.	t.	PROPN
cte-113	15	51	l.	l.	PROPN
cte-113	15	52	goncharenko	goncharenko	PROPN
cte-113	15	53	)	)	PUNCT
cte-113	15	54	;	;	PUNCT
cte-113	15	55	0000	0000	NUM
cte-113	15	56	-	-	PUNCT
cte-113	15	57	0001	0001	NUM
cte-113	15	58	-	-	PUNCT
cte-113	15	59	7934	7934	NUM
cte-113	15	60	-	-	SYM
cte-113	15	61	5308	5308	NUM
cte-113	15	62	(	(	PUNCT
cte-113	15	63	n.	n.	PROPN
cte-113	15	64	o.	o.	PROPN
cte-113	15	65	kushnir	kushnir	PROPN
cte-113	15	66	)	)	PUNCT
cte-113	15	67	;	;	PUNCT
cte-113	15	68	0000	0000	NUM
cte-113	15	69	-	-	PUNCT
cte-113	15	70	0001	0001	NUM
cte-113	15	71	-	-	PUNCT
cte-113	15	72	5659	5659	NUM
cte-113	15	73	-	-	SYM
cte-113	15	74	4774	4774	NUM
cte-113	15	75	(	(	PUNCT
cte-113	15	76	v.	v.	ADP
cte-113	15	77	v.	v.	ADP
cte-113	15	78	osadchyi	osadchyi	PROPN
cte-113	15	79	)	)	PUNCT
cte-113	15	80	cte	cte	NOUN
cte-113	15	81	workshop	workshop	NOUN
cte-113	15	82	proceedings	proceeding	NOUN
cte-113	15	83	©	©	ADP
cte-113	15	84	copyright	copyright	NOUN
cte-113	15	85	for	for	ADP
cte-113	15	86	this	this	DET
cte-113	15	87	paper	paper	NOUN
cte-113	15	88	by	by	ADP
cte-113	15	89	its	its	PRON
cte-113	15	90	authors	author	NOUN
cte-113	15	91	,	,	PUNCT
cte-113	15	92	published	publish	VERB
cte-113	15	93	by	by	ADP
cte-113	15	94	academy	academy	NOUN
cte-113	15	95	of	of	ADP
cte-113	15	96	cognitive	cognitive	ADJ
cte-113	15	97	and	and	CCONJ
cte-113	15	98	natural	natural	ADJ
cte-113	15	99	sciences	science	NOUN
cte-113	15	100	(	(	PUNCT
cte-113	15	101	acns	acns	ADJ
cte-113	15	102	)	)	PUNCT
cte-113	15	103	.	.	PUNCT
cte-113	16	1	this	this	PRON
cte-113	16	2	is	be	AUX
cte-113	16	3	an	an	DET
cte-113	16	4	open	open	ADJ
cte-113	16	5	access	access	NOUN
cte-113	16	6	article	article	NOUN
cte-113	16	7	distributed	distribute	VERB
cte-113	16	8	under	under	ADP
cte-113	16	9	the	the	DET
cte-113	16	10	terms	term	NOUN
cte-113	16	11	of	of	ADP
cte-113	16	12	the	the	DET
cte-113	16	13	creative	creative	ADJ
cte-113	16	14	commons	common	NOUN
cte-113	16	15	license	license	NOUN
cte-113	16	16	attribution	attribution	NOUN
cte-113	16	17	4.0	4.0	NUM
cte-113	16	18	international	international	NOUN
cte-113	16	19	(	(	PUNCT
cte-113	16	20	cc	cc	NOUN
cte-113	16	21	by	by	ADP
cte-113	16	22	4.0	4.0	NUM
cte-113	16	23	)	)	PUNCT
cte-113	16	24	,	,	PUNCT
cte-113	16	25	which	which	PRON
cte-113	16	26	permits	permit	VERB
cte-113	16	27	unrestricted	unrestricted	ADJ
cte-113	16	28	use	use	NOUN
cte-113	16	29	,	,	PUNCT
cte-113	16	30	distribution	distribution	NOUN
cte-113	16	31	,	,	PUNCT
cte-113	16	32	and	and	CCONJ
cte-113	16	33	reproduction	reproduction	NOUN
cte-113	16	34	in	in	ADP
cte-113	16	35	any	any	DET
cte-113	16	36	medium	medium	NOUN
cte-113	16	37	,	,	PUNCT
cte-113	16	38	provided	provide	VERB
cte-113	16	39	the	the	DET
cte-113	16	40	original	original	ADJ
cte-113	16	41	work	work	NOUN
cte-113	16	42	is	be	AUX
cte-113	16	43	properly	properly	ADV
cte-113	16	44	cited	cite	VERB
cte-113	16	45	.	.	PUNCT
cte-113	17	1	170	170	NUM
cte-113	17	2	mailto:valko@ksu.ks.ua	mailto:valko@ksu.ks.ua	NOUN
cte-113	17	3	mailto:goncharenkokspu@gmail.com	mailto:goncharenkokspu@gmail.com	PROPN
cte-113	17	4	mailto:kushnir@ksu.ks.ua	mailto:kushnir@ksu.ks.ua	PROPN
cte-113	17	5	mailto:osadchyi@mdpu.org.ua	mailto:osadchyi@mdpu.org.ua	PROPN
cte-113	18	1	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/nvalko.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/nvalko.aspx	NOUN
cte-113	18	2	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairphysics/staff/tgoncharenko.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairphysics/staff/tgoncharenko.aspx	NOUN
cte-113	19	1	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/kushnir.aspx	https://www.kspu.edu/about/faculty/fphysmatheminformatics/chairinformatics/staff/kushnir.aspx	PROPN
cte-113	19	2	http://osadchyi.mdpu.org.ua	http://osadchyi.mdpu.org.ua	X
cte-113	19	3	https://orcid.org/0000-0003-0720-3217	https://orcid.org/0000-0003-0720-3217	PROPN
cte-113	19	4	https://orcid.org/0000-0002-2021-9320	https://orcid.org/0000-0002-2021-9320	PROPN
cte-113	19	5	https://orcid.org/0000-0001-7934-5308	https://orcid.org/0000-0001-7934-5308	PROPN
cte-113	19	6	https://orcid.org/0000-0001-5659-4774	https://orcid.org/0000-0001-5659-4774	PROPN
cte-113	19	7	https://acnsci.org/cte	https://acnsci.org/cte	VERB
cte-113	19	8	https://creativecommons.org/licenses/by/4.0	https://creativecommons.org/licenses/by/4.0	X
cte-113	19	9	https://acnsci.org	https://acnsci.org	PROPN
cte-113	19	10	cte	cte	NOUN
cte-113	19	11	workshop	workshop	NOUN
cte-113	19	12	proceedings	proceeding	NOUN
cte-113	19	13	,	,	PUNCT
cte-113	19	14	2022	2022	NUM
cte-113	19	15	,	,	PUNCT
cte-113	19	16	vol	vol	NOUN
cte-113	19	17	.	.	NOUN
cte-113	20	1	9	9	NUM
cte-113	20	2	:	:	PUNCT
cte-113	20	3	cte-2021	cte-2021	NOUN
cte-113	20	4	,	,	PUNCT
cte-113	20	5	pp	pp	ADJ
cte-113	20	6	.	.	PUNCT
cte-113	21	1	170	170	NUM
cte-113	21	2	-	-	SYM
cte-113	21	3	183	183	NUM
cte-113	21	4	have	have	AUX
cte-113	21	5	increased	increase	VERB
cte-113	21	6	by	by	ADP
cte-113	21	7	40	40	NUM
cte-113	21	8	%	%	NOUN
cte-113	21	9	.	.	PUNCT
cte-113	22	1	the	the	DET
cte-113	22	2	world	world	NOUN
cte-113	22	3	leaders	leader	NOUN
cte-113	22	4	are	be	AUX
cte-113	22	5	the	the	DET
cte-113	22	6	united	united	PROPN
cte-113	22	7	states	states	PROPN
cte-113	22	8	and	and	CCONJ
cte-113	22	9	china	china	PROPN
cte-113	22	10	,	,	PUNCT
cte-113	22	11	whose	whose	DET
cte-113	22	12	investments	investment	NOUN
cte-113	22	13	are	be	AUX
cte-113	22	14	more	more	ADJ
cte-113	22	15	than	than	ADP
cte-113	22	16	80	80	NUM
cte-113	22	17	%	%	NOUN
cte-113	22	18	of	of	ADP
cte-113	22	19	investments	investment	NOUN
cte-113	22	20	in	in	ADP
cte-113	22	21	ai	ai	PROPN
cte-113	22	22	and	and	CCONJ
cte-113	22	23	blockchain	blockchain	PROPN
cte-113	22	24	development	development	NOUN
cte-113	22	25	[	[	X
cte-113	22	26	20	20	NUM
cte-113	22	27	]	]	PUNCT
cte-113	22	28	.	.	PUNCT
cte-113	23	1	this	this	DET
cte-113	23	2	attention	attention	NOUN
cte-113	23	3	is	be	AUX
cte-113	23	4	due	due	ADJ
cte-113	23	5	to	to	ADP
cte-113	23	6	the	the	DET
cte-113	23	7	automation	automation	NOUN
cte-113	23	8	of	of	ADP
cte-113	23	9	processes	process	NOUN
cte-113	23	10	,	,	PUNCT
cte-113	23	11	the	the	DET
cte-113	23	12	use	use	NOUN
cte-113	23	13	of	of	ADP
cte-113	23	14	artificial	artificial	ADJ
cte-113	23	15	intelligence	intelligence	NOUN
cte-113	23	16	in	in	ADP
cte-113	23	17	business	business	NOUN
cte-113	23	18	can	can	AUX
cte-113	23	19	increase	increase	VERB
cte-113	23	20	its	its	PRON
cte-113	23	21	efficiency	efficiency	NOUN
cte-113	23	22	,	,	PUNCT
cte-113	23	23	save	save	VERB
cte-113	23	24	time	time	NOUN
cte-113	23	25	and	and	CCONJ
cte-113	23	26	human	human	ADJ
cte-113	23	27	resources	resource	NOUN
cte-113	23	28	.	.	PUNCT
cte-113	24	1	over	over	ADP
cte-113	24	2	the	the	DET
cte-113	24	3	past	past	ADJ
cte-113	24	4	10	10	NUM
cte-113	24	5	years	year	NOUN
cte-113	24	6	,	,	PUNCT
cte-113	24	7	the	the	DET
cte-113	24	8	number	number	NOUN
cte-113	24	9	of	of	ADP
cte-113	24	10	ai	ai	ADJ
cte-113	24	11	-	-	PUNCT
cte-113	24	12	related	relate	VERB
cte-113	24	13	research	research	NOUN
cte-113	24	14	has	have	AUX
cte-113	24	15	increased	increase	VERB
cte-113	24	16	from	from	ADP
cte-113	24	17	14.2	14.2	NUM
cte-113	24	18	%	%	NOUN
cte-113	24	19	to	to	ADP
cte-113	24	20	about	about	ADV
cte-113	24	21	23	23	NUM
cte-113	24	22	%	%	NOUN
cte-113	24	23	as	as	ADP
cte-113	24	24	of	of	ADP
cte-113	24	25	2019	2019	NUM
cte-113	24	26	.	.	PUNCT
cte-113	25	1	among	among	ADP
cte-113	25	2	the	the	DET
cte-113	25	3	research	research	NOUN
cte-113	25	4	,	,	PUNCT
cte-113	25	5	there	there	PRON
cte-113	25	6	are	be	VERB
cte-113	25	7	publications	publication	NOUN
cte-113	25	8	with	with	ADP
cte-113	25	9	keywords	keyword	NOUN
cte-113	25	10	about	about	ADP
cte-113	25	11	the	the	DET
cte-113	25	12	ethics	ethic	NOUN
cte-113	25	13	of	of	ADP
cte-113	25	14	artificial	artificial	ADJ
cte-113	25	15	intelligence	intelligence	NOUN
cte-113	25	16	.	.	PUNCT
cte-113	26	1	such	such	ADJ
cte-113	26	2	growth	growth	NOUN
cte-113	26	3	is	be	AUX
cte-113	26	4	facilitated	facilitate	VERB
cte-113	26	5	by	by	ADP
cte-113	26	6	:	:	PUNCT
cte-113	26	7	powerful	powerful	ADJ
cte-113	26	8	computing	computing	NOUN
cte-113	26	9	solutions	solution	NOUN
cte-113	26	10	,	,	PUNCT
cte-113	26	11	the	the	DET
cte-113	26	12	development	development	NOUN
cte-113	26	13	of	of	ADP
cte-113	26	14	cloud	cloud	NOUN
cte-113	26	15	services	service	NOUN
cte-113	26	16	and	and	CCONJ
cte-113	26	17	access	access	NOUN
cte-113	26	18	to	to	ADP
cte-113	26	19	a	a	DET
cte-113	26	20	huge	huge	ADJ
cte-113	26	21	amount	amount	NOUN
cte-113	26	22	of	of	ADP
cte-113	26	23	open	open	ADJ
cte-113	26	24	data	datum	NOUN
cte-113	26	25	.	.	PUNCT
cte-113	27	1	despite	despite	SCONJ
cte-113	27	2	fears	fear	NOUN
cte-113	27	3	,	,	PUNCT
cte-113	27	4	frustrations	frustration	NOUN
cte-113	27	5	,	,	PUNCT
cte-113	27	6	misunderstandings	misunderstanding	NOUN
cte-113	27	7	and	and	CCONJ
cte-113	27	8	“	"	PUNCT
cte-113	27	9	winter	winter	NOUN
cte-113	27	10	”	"	PUNCT
cte-113	27	11	in	in	ADP
cte-113	27	12	ai	ai	PROPN
cte-113	27	13	research	research	NOUN
cte-113	27	14	,	,	PUNCT
cte-113	27	15	the	the	DET
cte-113	27	16	level	level	NOUN
cte-113	27	17	of	of	ADP
cte-113	27	18	acceptance	acceptance	NOUN
cte-113	27	19	of	of	ADP
cte-113	27	20	artificial	artificial	ADJ
cte-113	27	21	intelligence	intelligence	NOUN
cte-113	27	22	is	be	AUX
cte-113	27	23	increasing	increase	VERB
cte-113	27	24	rapidly	rapidly	ADV
cte-113	27	25	.	.	PUNCT
cte-113	28	1	canada	canada	PROPN
cte-113	28	2	published	publish	VERB
cte-113	28	3	the	the	DET
cte-113	28	4	world	world	NOUN
cte-113	28	5	’s	’s	PART
cte-113	28	6	first	first	ADJ
cte-113	28	7	national	national	PROPN
cte-113	28	8	ai	ai	VERB
cte-113	28	9	strategy	strategy	NOUN
cte-113	28	10	in	in	ADP
cte-113	28	11	2017	2017	NUM
cte-113	28	12	.	.	PUNCT
cte-113	29	1	more	more	ADJ
cte-113	29	2	than	than	ADP
cte-113	29	3	30	30	NUM
cte-113	29	4	other	other	ADJ
cte-113	29	5	countries	country	NOUN
cte-113	29	6	and	and	CCONJ
cte-113	29	7	regions	region	NOUN
cte-113	29	8	have	have	AUX
cte-113	29	9	published	publish	VERB
cte-113	29	10	similar	similar	ADJ
cte-113	29	11	documents	document	NOUN
cte-113	29	12	as	as	ADP
cte-113	29	13	of	of	ADP
cte-113	29	14	december	december	PROPN
cte-113	29	15	2020	2020	NUM
cte-113	29	16	.	.	PUNCT
cte-113	30	1	at	at	ADP
cte-113	30	2	the	the	DET
cte-113	30	3	same	same	ADJ
cte-113	30	4	time	time	NOUN
cte-113	30	5	,	,	PUNCT
cte-113	30	6	humanity	humanity	NOUN
cte-113	30	7	has	have	AUX
cte-113	30	8	come	come	VERB
cte-113	30	9	to	to	PART
cte-113	30	10	understand	understand	VERB
cte-113	30	11	the	the	DET
cte-113	30	12	risks	risk	NOUN
cte-113	30	13	posed	pose	VERB
cte-113	30	14	by	by	ADP
cte-113	30	15	the	the	DET
cte-113	30	16	ai	ai	PROPN
cte-113	30	17	introduction	introduction	NOUN
cte-113	30	18	.	.	PUNCT
cte-113	31	1	therefore	therefore	ADV
cte-113	31	2	,	,	PUNCT
cte-113	31	3	countries	country	NOUN
cte-113	31	4	are	be	AUX
cte-113	31	5	beginning	begin	VERB
cte-113	31	6	to	to	PART
cte-113	31	7	introduce	introduce	VERB
cte-113	31	8	regulatory	regulatory	ADJ
cte-113	31	9	documents	document	NOUN
cte-113	31	10	that	that	PRON
cte-113	31	11	will	will	AUX
cte-113	31	12	help	help	VERB
cte-113	31	13	limit	limit	VERB
cte-113	31	14	its	its	PRON
cte-113	31	15	use	use	NOUN
cte-113	31	16	.	.	PUNCT
cte-113	32	1	for	for	ADP
cte-113	32	2	example	example	NOUN
cte-113	32	3	,	,	PUNCT
cte-113	32	4	china	china	PROPN
cte-113	32	5	and	and	CCONJ
cte-113	32	6	shat	shat	PROPN
cte-113	32	7	california	california	PROPN
cte-113	32	8	have	have	AUX
cte-113	32	9	introduced	introduce	VERB
cte-113	32	10	a	a	DET
cte-113	32	11	law	law	NOUN
cte-113	32	12	to	to	PART
cte-113	32	13	punish	punish	VERB
cte-113	32	14	people	people	NOUN
cte-113	32	15	for	for	ADP
cte-113	32	16	misleading	mislead	VERB
cte-113	32	17	people	people	NOUN
cte-113	32	18	with	with	ADP
cte-113	32	19	deep	deep	ADJ
cte-113	32	20	fake	fake	ADJ
cte-113	32	21	technology	technology	NOUN
cte-113	32	22	:	:	PUNCT
cte-113	32	23	any	any	DET
cte-113	32	24	videos	video	NOUN
cte-113	32	25	or	or	CCONJ
cte-113	32	26	photos	photo	NOUN
cte-113	32	27	that	that	PRON
cte-113	32	28	carry	carry	VERB
cte-113	32	29	manipulation	manipulation	NOUN
cte-113	32	30	or	or	CCONJ
cte-113	32	31	misinformation	misinformation	NOUN
cte-113	32	32	must	must	AUX
cte-113	32	33	be	be	AUX
cte-113	32	34	labeled	label	VERB
cte-113	32	35	accordingly	accordingly	ADV
cte-113	32	36	.	.	PUNCT
cte-113	33	1	in	in	ADP
cte-113	33	2	mid	mid	PROPN
cte-113	33	3	-	-	PROPN
cte-113	33	4	april	april	PROPN
cte-113	33	5	2021	2021	NUM
cte-113	33	6	,	,	PUNCT
cte-113	33	7	the	the	DET
cte-113	33	8	european	european	PROPN
cte-113	33	9	commission	commission	PROPN
cte-113	33	10	published	publish	VERB
cte-113	33	11	a	a	DET
cte-113	33	12	regulation	regulation	NOUN
cte-113	33	13	draft	draft	NOUN
cte-113	33	14	governing	govern	VERB
cte-113	33	15	the	the	DET
cte-113	33	16	use	use	NOUN
cte-113	33	17	of	of	ADP
cte-113	33	18	artificial	artificial	ADJ
cte-113	33	19	intelligence	intelligence	NOUN
cte-113	34	1	[	[	X
cte-113	34	2	16	16	NUM
cte-113	34	3	]	]	PUNCT
cte-113	34	4	.	.	PUNCT
cte-113	35	1	the	the	DET
cte-113	35	2	regulation	regulation	NOUN
cte-113	35	3	applies	apply	VERB
cte-113	35	4	a	a	DET
cte-113	35	5	risk	risk	NOUN
cte-113	35	6	-	-	PUNCT
cte-113	35	7	based	base	VERB
cte-113	35	8	approach	approach	NOUN
cte-113	35	9	,	,	PUNCT
cte-113	35	10	distinguishing	distinguish	VERB
cte-113	35	11	between	between	ADP
cte-113	35	12	the	the	DET
cte-113	35	13	ai	ai	NOUN
cte-113	35	14	use	use	NOUN
cte-113	35	15	which	which	PRON
cte-113	35	16	creates	create	VERB
cte-113	35	17	:	:	PUNCT
cte-113	35	18	•	•	NUM
cte-113	35	19	unacceptable	unacceptable	ADJ
cte-113	35	20	risk	risk	NOUN
cte-113	35	21	–	–	PUNCT
cte-113	35	22	includes	include	VERB
cte-113	35	23	all	all	DET
cte-113	35	24	those	those	DET
cte-113	35	25	ai	ai	PROPN
cte-113	35	26	systems	system	NOUN
cte-113	35	27	that	that	PRON
cte-113	35	28	have	have	VERB
cte-113	35	29	significant	significant	ADJ
cte-113	35	30	potential	potential	NOUN
cte-113	35	31	for	for	ADP
cte-113	35	32	manipulating	manipulate	VERB
cte-113	35	33	people	people	NOUN
cte-113	35	34	through	through	ADP
cte-113	35	35	subconscious	subconscious	ADJ
cte-113	35	36	techniques	technique	NOUN
cte-113	35	37	beyond	beyond	ADP
cte-113	35	38	their	their	PRON
cte-113	35	39	consciousness	consciousness	NOUN
cte-113	35	40	,	,	PUNCT
cte-113	35	41	or	or	CCONJ
cte-113	35	42	exploiting	exploit	VERB
cte-113	35	43	the	the	DET
cte-113	35	44	vulnerabilities	vulnerability	NOUN
cte-113	35	45	of	of	ADP
cte-113	35	46	certain	certain	ADJ
cte-113	35	47	vulnerable	vulnerable	ADJ
cte-113	35	48	groups	group	NOUN
cte-113	35	49	,	,	PUNCT
cte-113	35	50	such	such	ADJ
cte-113	35	51	as	as	ADP
cte-113	35	52	children	child	NOUN
cte-113	35	53	or	or	CCONJ
cte-113	35	54	people	people	NOUN
cte-113	35	55	with	with	ADP
cte-113	35	56	disabilities	disability	NOUN
cte-113	35	57	,	,	PUNCT
cte-113	35	58	in	in	ADP
cte-113	35	59	order	order	NOUN
cte-113	35	60	to	to	PART
cte-113	35	61	significantly	significantly	ADV
cte-113	35	62	distort	distort	VERB
cte-113	35	63	their	their	PRON
cte-113	35	64	behavior	behavior	NOUN
cte-113	35	65	in	in	ADP
cte-113	35	66	such	such	DET
cte-113	35	67	a	a	DET
cte-113	35	68	way	way	NOUN
cte-113	35	69	that	that	PRON
cte-113	35	70	may	may	AUX
cte-113	35	71	cause	cause	VERB
cte-113	35	72	them	they	PRON
cte-113	35	73	or	or	CCONJ
cte-113	35	74	other	other	ADJ
cte-113	35	75	psychological	psychological	ADJ
cte-113	35	76	or	or	CCONJ
cte-113	35	77	physical	physical	ADJ
cte-113	35	78	harm	harm	NOUN
cte-113	35	79	to	to	ADP
cte-113	35	80	the	the	DET
cte-113	35	81	person	person	NOUN
cte-113	35	82	.	.	PUNCT
cte-113	36	1	it	it	PRON
cte-113	36	2	also	also	ADV
cte-113	36	3	includes	include	VERB
cte-113	36	4	ai	ai	NOUN
cte-113	36	5	-	-	PUNCT
cte-113	36	6	based	base	VERB
cte-113	36	7	scores	score	NOUN
cte-113	36	8	for	for	ADP
cte-113	36	9	general	general	ADJ
cte-113	36	10	purposes	purpose	NOUN
cte-113	36	11	,	,	PUNCT
cte-113	36	12	real	real	ADJ
cte-113	36	13	-	-	PUNCT
cte-113	36	14	time	time	NOUN
cte-113	36	15	biometric	biometric	ADJ
cte-113	36	16	identification	identification	NOUN
cte-113	36	17	systems	system	NOUN
cte-113	36	18	in	in	ADP
cte-113	36	19	public	public	ADJ
cte-113	36	20	places	place	NOUN
cte-113	36	21	,	,	PUNCT
cte-113	36	22	etc	etc	X
cte-113	36	23	.	.	X
cte-113	36	24	•	•	NUM
cte-113	36	25	high	high	ADJ
cte-113	36	26	risk	risk	NOUN
cte-113	36	27	–	–	PUNCT
cte-113	36	28	systems	system	NOUN
cte-113	36	29	that	that	PRON
cte-113	36	30	pose	pose	VERB
cte-113	36	31	a	a	DET
cte-113	36	32	high	high	ADJ
cte-113	36	33	potential	potential	ADJ
cte-113	36	34	risk	risk	NOUN
cte-113	36	35	to	to	ADP
cte-113	36	36	the	the	DET
cte-113	36	37	health	health	NOUN
cte-113	36	38	and	and	CCONJ
cte-113	36	39	safety	safety	NOUN
cte-113	36	40	or	or	CCONJ
cte-113	36	41	fundamental	fundamental	ADJ
cte-113	36	42	rights	right	NOUN
cte-113	36	43	of	of	ADP
cte-113	36	44	individuals	individual	NOUN
cte-113	36	45	.	.	PUNCT
cte-113	37	1	in	in	ADP
cte-113	37	2	particular	particular	ADJ
cte-113	37	3	,	,	PUNCT
cte-113	37	4	these	these	PRON
cte-113	37	5	are	be	AUX
cte-113	37	6	technologies	technology	NOUN
cte-113	37	7	used	use	VERB
cte-113	37	8	in	in	ADP
cte-113	37	9	medicine	medicine	NOUN
cte-113	37	10	,	,	PUNCT
cte-113	37	11	justice	justice	NOUN
cte-113	37	12	,	,	PUNCT
cte-113	37	13	employment	employment	NOUN
cte-113	37	14	.	.	PUNCT
cte-113	38	1	•	•	NUM
cte-113	38	2	low	low	ADJ
cte-113	38	3	or	or	CCONJ
cte-113	38	4	minimal	minimal	ADJ
cte-113	38	5	risk	risk	NOUN
cte-113	38	6	–	–	PUNCT
cte-113	38	7	about	about	ADP
cte-113	38	8	tools	tool	NOUN
cte-113	38	9	such	such	ADJ
cte-113	38	10	as	as	ADP
cte-113	38	11	chat	chat	NOUN
cte-113	38	12	bots	bot	NOUN
cte-113	38	13	,	,	PUNCT
cte-113	38	14	spam	spam	NOUN
cte-113	38	15	filters	filter	NOUN
cte-113	38	16	,	,	PUNCT
cte-113	38	17	music	music	NOUN
cte-113	38	18	recommendations	recommendation	NOUN
cte-113	38	19	,	,	PUNCT
cte-113	38	20	etc	etc	X
cte-113	38	21	.	.	X
cte-113	39	1	the	the	DET
cte-113	39	2	main	main	ADJ
cte-113	39	3	issue	issue	NOUN
cte-113	39	4	is	be	AUX
cte-113	39	5	users	user	NOUN
cte-113	39	6	’	’	PART
cte-113	39	7	understanding	understanding	NOUN
cte-113	39	8	they	they	PRON
cte-113	39	9	are	be	AUX
cte-113	39	10	interacting	interact	VERB
cte-113	39	11	with	with	ADP
cte-113	39	12	the	the	DET
cte-113	39	13	machine	machine	NOUN
cte-113	39	14	,	,	PUNCT
cte-113	39	15	not	not	PART
cte-113	39	16	the	the	DET
cte-113	39	17	person	person	NOUN
cte-113	39	18	.	.	PUNCT
cte-113	40	1	it	it	PRON
cte-113	40	2	is	be	AUX
cte-113	40	3	not	not	PART
cte-113	40	4	entirely	entirely	ADV
cte-113	40	5	clear	clear	ADJ
cte-113	40	6	to	to	ADP
cte-113	40	7	what	what	DET
cte-113	40	8	extent	extent	NOUN
cte-113	40	9	this	this	PRON
cte-113	40	10	will	will	AUX
cte-113	40	11	affect	affect	VERB
cte-113	40	12	the	the	DET
cte-113	40	13	scope	scope	NOUN
cte-113	40	14	of	of	ADP
cte-113	40	15	ai	ai	NOUN
cte-113	40	16	.	.	PUNCT
cte-113	41	1	it	it	PRON
cte-113	41	2	will	will	AUX
cte-113	41	3	allow	allow	VERB
cte-113	41	4	to	to	PART
cte-113	41	5	form	form	VERB
cte-113	41	6	the	the	DET
cte-113	41	7	rules	rule	NOUN
cte-113	41	8	on	on	ADP
cte-113	41	9	which	which	PRON
cte-113	41	10	ai	ai	VERB
cte-113	41	11	further	further	ADJ
cte-113	41	12	development	development	NOUN
cte-113	41	13	will	will	AUX
cte-113	41	14	be	be	AUX
cte-113	41	15	based	base	VERB
cte-113	41	16	.	.	PUNCT
cte-113	42	1	it	it	PRON
cte-113	42	2	will	will	AUX
cte-113	42	3	also	also	ADV
cte-113	42	4	help	help	VERB
cte-113	42	5	to	to	PART
cte-113	42	6	adequately	adequately	ADV
cte-113	42	7	assess	assess	VERB
cte-113	42	8	not	not	PART
cte-113	42	9	only	only	ADV
cte-113	42	10	the	the	DET
cte-113	42	11	benefits	benefit	NOUN
cte-113	42	12	but	but	CCONJ
cte-113	42	13	the	the	DET
cte-113	42	14	risks	risk	NOUN
cte-113	42	15	of	of	ADP
cte-113	42	16	such	such	ADJ
cte-113	42	17	systems	system	NOUN
cte-113	42	18	using	use	VERB
cte-113	42	19	.	.	PUNCT
cte-113	43	1	ukraine	ukraine	PROPN
cte-113	43	2	is	be	AUX
cte-113	43	3	moving	move	VERB
cte-113	43	4	in	in	ADP
cte-113	43	5	this	this	DET
cte-113	43	6	direction	direction	NOUN
cte-113	43	7	.	.	PUNCT
cte-113	44	1	the	the	DET
cte-113	44	2	association	association	NOUN
cte-113	44	3	for	for	ADP
cte-113	44	4	the	the	DET
cte-113	44	5	development	development	NOUN
cte-113	44	6	of	of	ADP
cte-113	44	7	artificial	artificial	ADJ
cte-113	44	8	intelligence	intelligence	NOUN
cte-113	44	9	has	have	AUX
cte-113	44	10	developed	develop	VERB
cte-113	44	11	and	and	CCONJ
cte-113	44	12	submitted	submit	VERB
cte-113	44	13	to	to	ADP
cte-113	44	14	the	the	DET
cte-113	44	15	government	government	NOUN
cte-113	44	16	for	for	ADP
cte-113	44	17	approval	approval	NOUN
cte-113	44	18	the	the	DET
cte-113	44	19	concept	concept	NOUN
cte-113	44	20	of	of	ADP
cte-113	44	21	the	the	DET
cte-113	44	22	development	development	NOUN
cte-113	44	23	of	of	ADP
cte-113	44	24	artificial	artificial	ADJ
cte-113	44	25	intelligence	intelligence	NOUN
cte-113	44	26	in	in	ADP
cte-113	44	27	ukraine	ukraine	NOUN
cte-113	44	28	until	until	ADP
cte-113	44	29	2030	2030	NUM
cte-113	44	30	.	.	PUNCT
cte-113	45	1	in	in	ADP
cte-113	45	2	december	december	PROPN
cte-113	45	3	2020	2020	NUM
cte-113	45	4	,	,	PUNCT
cte-113	45	5	the	the	DET
cte-113	45	6	government	government	NOUN
cte-113	45	7	approved	approve	VERB
cte-113	45	8	the	the	DET
cte-113	45	9	concept	concept	NOUN
cte-113	45	10	[	[	X
cte-113	45	11	5	5	NUM
cte-113	45	12	]	]	PUNCT
cte-113	45	13	.	.	PUNCT
cte-113	46	1	the	the	DET
cte-113	46	2	main	main	ADJ
cte-113	46	3	directions	direction	NOUN
cte-113	46	4	of	of	ADP
cte-113	46	5	the	the	DET
cte-113	46	6	concept	concept	NOUN
cte-113	46	7	include	include	VERB
cte-113	46	8	:	:	PUNCT
cte-113	46	9	•	•	NUM
cte-113	46	10	improvement	improvement	NOUN
cte-113	46	11	of	of	ADP
cte-113	46	12	secondary	secondary	ADJ
cte-113	46	13	,	,	PUNCT
cte-113	46	14	higher	high	ADJ
cte-113	46	15	education	education	NOUN
cte-113	46	16	and	and	CCONJ
cte-113	46	17	advanced	advanced	ADJ
cte-113	46	18	training	training	NOUN
cte-113	46	19	in	in	ADP
cte-113	46	20	order	order	NOUN
cte-113	46	21	to	to	PART
cte-113	46	22	train	train	VERB
cte-113	46	23	qualified	qualified	ADJ
cte-113	46	24	professionals	professional	NOUN
cte-113	46	25	in	in	ADP
cte-113	46	26	the	the	DET
cte-113	46	27	artificial	artificial	ADJ
cte-113	46	28	intelligence	intelligence	NOUN
cte-113	46	29	;	;	PUNCT
cte-113	46	30	•	•	NUM
cte-113	46	31	stimulating	stimulate	VERB
cte-113	46	32	research	research	NOUN
cte-113	46	33	in	in	ADP
cte-113	46	34	the	the	DET
cte-113	46	35	field	field	NOUN
cte-113	46	36	,	,	PUNCT
cte-113	46	37	in	in	ADP
cte-113	46	38	particular	particular	ADJ
cte-113	46	39	through	through	ADP
cte-113	46	40	grants	grant	NOUN
cte-113	46	41	;	;	PUNCT
cte-113	46	42	171	171	NUM
cte-113	46	43	cte	cte	NOUN
cte-113	46	44	workshop	workshop	NOUN
cte-113	46	45	proceedings	proceeding	NOUN
cte-113	46	46	,	,	PUNCT
cte-113	46	47	2022	2022	NUM
cte-113	46	48	,	,	PUNCT
cte-113	46	49	vol	vol	NOUN
cte-113	46	50	.	.	NOUN
cte-113	46	51	9	9	NUM
cte-113	46	52	:	:	PUNCT
cte-113	46	53	cte-2021	cte-2021	NOUN
cte-113	46	54	,	,	PUNCT
cte-113	46	55	pp	pp	ADJ
cte-113	46	56	.	.	PUNCT
cte-113	47	1	170	170	NUM
cte-113	47	2	-	-	SYM
cte-113	47	3	183	183	NUM
cte-113	47	4	•	•	NUM
cte-113	47	5	stimulation	stimulation	NOUN
cte-113	47	6	of	of	ADP
cte-113	47	7	entrepreneurship	entrepreneurship	NOUN
cte-113	47	8	in	in	ADP
cte-113	47	9	the	the	DET
cte-113	47	10	ai	ai	NOUN
cte-113	47	11	,	,	PUNCT
cte-113	47	12	as	as	ADV
cte-113	47	13	well	well	ADV
cte-113	47	14	as	as	ADP
cte-113	47	15	the	the	DET
cte-113	47	16	development	development	NOUN
cte-113	47	17	of	of	ADP
cte-113	47	18	personnel	personnel	NOUN
cte-113	47	19	retraining	retrain	VERB
cte-113	47	20	method	method	NOUN
cte-113	47	21	who	who	PRON
cte-113	47	22	may	may	AUX
cte-113	47	23	lose	lose	VERB
cte-113	47	24	their	their	PRON
cte-113	47	25	jobs	job	NOUN
cte-113	47	26	due	due	ADP
cte-113	47	27	to	to	ADP
cte-113	47	28	automation	automation	NOUN
cte-113	47	29	in	in	ADP
cte-113	47	30	5–10	5–10	ADJ
cte-113	47	31	years	year	NOUN
cte-113	47	32	;	;	PUNCT
cte-113	47	33	•	•	NUM
cte-113	47	34	work	work	NOUN
cte-113	47	35	to	to	PART
cte-113	47	36	increase	increase	VERB
cte-113	47	37	the	the	DET
cte-113	47	38	cyber	cyber	NOUN
cte-113	47	39	security	security	NOUN
cte-113	47	40	level	level	NOUN
cte-113	47	41	,	,	PUNCT
cte-113	47	42	improve	improve	VERB
cte-113	47	43	legislation	legislation	NOUN
cte-113	47	44	in	in	ADP
cte-113	47	45	the	the	DET
cte-113	47	46	cyber	cyber	NOUN
cte-113	47	47	security	security	NOUN
cte-113	47	48	;	;	PUNCT
cte-113	47	49	•	•	NUM
cte-113	47	50	application	application	NOUN
cte-113	47	51	of	of	ADP
cte-113	47	52	artificial	artificial	ADJ
cte-113	47	53	intelligence	intelligence	NOUN
cte-113	47	54	technologies	technology	NOUN
cte-113	47	55	in	in	ADP
cte-113	47	56	the	the	DET
cte-113	47	57	defense	defense	NOUN
cte-113	47	58	and	and	CCONJ
cte-113	47	59	public	public	ADJ
cte-113	47	60	administration	administration	NOUN
cte-113	47	61	;	;	PUNCT
cte-113	47	62	•	•	NUM
cte-113	47	63	solving	solve	VERB
cte-113	47	64	problems	problem	NOUN
cte-113	47	65	of	of	ADP
cte-113	47	66	state	state	NOUN
cte-113	47	67	registers	register	NOUN
cte-113	47	68	;	;	PUNCT
cte-113	47	69	•	•	NUM
cte-113	47	70	use	use	NOUN
cte-113	47	71	of	of	ADP
cte-113	47	72	ai	ai	NOUN
cte-113	47	73	in	in	ADP
cte-113	47	74	justice	justice	NOUN
cte-113	47	75	,	,	PUNCT
cte-113	47	76	in	in	ADP
cte-113	47	77	particular	particular	ADJ
cte-113	47	78	to	to	PART
cte-113	47	79	prevent	prevent	VERB
cte-113	47	80	dangerous	dangerous	ADJ
cte-113	47	81	phenomena	phenomenon	NOUN
cte-113	47	82	through	through	ADP
cte-113	47	83	analysis	analysis	NOUN
cte-113	47	84	of	of	ADP
cte-113	47	85	available	available	ADJ
cte-113	47	86	data	datum	NOUN
cte-113	47	87	.	.	PUNCT
cte-113	48	1	it	it	PRON
cte-113	48	2	is	be	AUX
cte-113	48	3	also	also	ADV
cte-113	48	4	about	about	ADP
cte-113	48	5	developing	develop	VERB
cte-113	48	6	of	of	ADP
cte-113	48	7	a	a	DET
cte-113	48	8	legal	legal	ADJ
cte-113	48	9	framework	framework	NOUN
cte-113	48	10	for	for	ADP
cte-113	48	11	the	the	DET
cte-113	48	12	ai	ai	NOUN
cte-113	48	13	use	use	NOUN
cte-113	48	14	in	in	ADP
cte-113	48	15	accordance	accordance	NOUN
cte-113	48	16	with	with	ADP
cte-113	48	17	international	international	ADJ
cte-113	48	18	standards	standard	NOUN
cte-113	48	19	.	.	PUNCT
cte-113	49	1	the	the	DET
cte-113	49	2	concept	concept	NOUN
cte-113	49	3	covers	cover	VERB
cte-113	49	4	nine	nine	NUM
cte-113	49	5	areas	area	NOUN
cte-113	49	6	of	of	ADP
cte-113	49	7	artificial	artificial	ADJ
cte-113	49	8	intelligence	intelligence	NOUN
cte-113	49	9	application	application	NOUN
cte-113	49	10	,	,	PUNCT
cte-113	49	11	one	one	NUM
cte-113	49	12	of	of	ADP
cte-113	49	13	which	which	PRON
cte-113	49	14	is	be	AUX
cte-113	49	15	education	education	NOUN
cte-113	49	16	.	.	PUNCT
cte-113	50	1	digital	digital	ADJ
cte-113	50	2	literacy	literacy	NOUN
cte-113	50	3	,	,	PUNCT
cte-113	50	4	improvement	improvement	NOUN
cte-113	50	5	of	of	ADP
cte-113	50	6	educational	educational	ADJ
cte-113	50	7	and	and	CCONJ
cte-113	50	8	methodical	methodical	ADJ
cte-113	50	9	base	base	NOUN
cte-113	50	10	and	and	CCONJ
cte-113	50	11	preparation	preparation	NOUN
cte-113	50	12	of	of	ADP
cte-113	50	13	qualified	qualified	ADJ
cte-113	50	14	personnel	personnel	NOUN
cte-113	50	15	for	for	ADP
cte-113	50	16	work	work	NOUN
cte-113	50	17	with	with	ADP
cte-113	50	18	ai	ai	NOUN
cte-113	50	19	are	be	AUX
cte-113	50	20	the	the	DET
cte-113	50	21	main	main	ADJ
cte-113	50	22	tasks	task	NOUN
cte-113	50	23	facing	face	VERB
cte-113	50	24	education	education	NOUN
cte-113	50	25	.	.	PUNCT
cte-113	51	1	digital	digital	ADJ
cte-113	51	2	literacy	literacy	NOUN
cte-113	51	3	primarily	primarily	ADV
cte-113	51	4	refers	refer	VERB
cte-113	51	5	to	to	ADP
cte-113	51	6	the	the	DET
cte-113	51	7	use	use	NOUN
cte-113	51	8	of	of	ADP
cte-113	51	9	digital	digital	ADJ
cte-113	51	10	tools	tool	NOUN
cte-113	51	11	for	for	ADP
cte-113	51	12	solving	solve	VERB
cte-113	51	13	applied	apply	VERB
cte-113	51	14	problems	problem	NOUN
cte-113	51	15	,	,	PUNCT
cte-113	51	16	searching	search	VERB
cte-113	51	17	for	for	ADP
cte-113	51	18	information	information	NOUN
cte-113	51	19	on	on	ADP
cte-113	51	20	the	the	DET
cte-113	51	21	internet	internet	NOUN
cte-113	51	22	,	,	PUNCT
cte-113	51	23	protection	protection	NOUN
cte-113	51	24	of	of	ADP
cte-113	51	25	personal	personal	ADJ
cte-113	51	26	data	datum	NOUN
cte-113	51	27	,	,	PUNCT
cte-113	51	28	media	medium	NOUN
cte-113	51	29	literacy	literacy	NOUN
cte-113	51	30	,	,	PUNCT
cte-113	51	31	etc	etc	X
cte-113	51	32	.	.	X
cte-113	51	33	2	2	X
cte-113	51	34	.	.	X
cte-113	51	35	research	research	NOUN
cte-113	51	36	questions	question	NOUN
cte-113	51	37	people	people	NOUN
cte-113	51	38	use	use	VERB
cte-113	51	39	artificial	artificial	ADJ
cte-113	51	40	intelligence	intelligence	NOUN
cte-113	51	41	without	without	ADP
cte-113	51	42	even	even	ADV
cte-113	51	43	realizing	realize	VERB
cte-113	51	44	it	it	PRON
cte-113	51	45	.	.	PUNCT
cte-113	52	1	every	every	DET
cte-113	52	2	industry	industry	NOUN
cte-113	52	3	already	already	ADV
cte-113	52	4	has	have	VERB
cte-113	52	5	tools	tool	NOUN
cte-113	52	6	that	that	PRON
cte-113	52	7	use	use	VERB
cte-113	52	8	artificial	artificial	ADJ
cte-113	52	9	intelligence	intelligence	NOUN
cte-113	52	10	technology	technology	NOUN
cte-113	52	11	.	.	PUNCT
cte-113	53	1	examples	example	NOUN
cte-113	53	2	include	include	VERB
cte-113	53	3	google	google	PROPN
cte-113	53	4	intelligent	intelligent	ADJ
cte-113	53	5	search	search	NOUN
cte-113	53	6	,	,	PUNCT
cte-113	53	7	contextual	contextual	ADJ
cte-113	53	8	advertising	advertising	NOUN
cte-113	53	9	,	,	PUNCT
cte-113	53	10	mobile	mobile	ADJ
cte-113	53	11	applications	application	NOUN
cte-113	53	12	such	such	ADJ
cte-113	53	13	as	as	ADP
cte-113	53	14	reface	reface	NOUN
cte-113	53	15	,	,	PUNCT
cte-113	53	16	smart	smart	ADJ
cte-113	53	17	assistants	assistant	NOUN
cte-113	53	18	(	(	PUNCT
cte-113	53	19	such	such	ADJ
cte-113	53	20	as	as	ADP
cte-113	53	21	siri	siri	NOUN
cte-113	53	22	and	and	CCONJ
cte-113	53	23	alexa	alexa	NOUN
cte-113	53	24	)	)	PUNCT
cte-113	53	25	,	,	PUNCT
cte-113	53	26	disease	disease	NOUN
cte-113	53	27	prediction	prediction	NOUN
cte-113	53	28	tools	tool	NOUN
cte-113	53	29	,	,	PUNCT
cte-113	53	30	drone	drone	NOUN
cte-113	53	31	production	production	NOUN
cte-113	53	32	,	,	PUNCT
cte-113	53	33	optimized	optimize	VERB
cte-113	53	34	,	,	PUNCT
cte-113	53	35	personalized	personalized	ADJ
cte-113	53	36	treatment	treatment	NOUN
cte-113	53	37	recommendations	recommendation	NOUN
cte-113	53	38	,	,	PUNCT
cte-113	53	39	talk	talk	VERB
cte-113	53	40	bots	bot	NOUN
cte-113	53	41	for	for	ADP
cte-113	53	42	marketing	marketing	NOUN
cte-113	53	43	and	and	CCONJ
cte-113	53	44	service	service	NOUN
cte-113	53	45	of	of	ADP
cte-113	53	46	customers	customer	NOUN
cte-113	53	47	,	,	PUNCT
cte-113	53	48	stock	stock	NOUN
cte-113	53	49	trading	trading	NOUN
cte-113	53	50	advisors	advisor	NOUN
cte-113	53	51	,	,	PUNCT
cte-113	53	52	e	e	NOUN
cte-113	53	53	-	-	NOUN
cte-113	53	54	mail	mail	NOUN
cte-113	53	55	spam	spam	NOUN
cte-113	53	56	filters	filter	NOUN
cte-113	53	57	,	,	PUNCT
cte-113	53	58	social	social	ADJ
cte-113	53	59	media	medium	NOUN
cte-113	53	60	monitoring	monitoring	NOUN
cte-113	53	61	tools	tool	NOUN
cte-113	53	62	for	for	ADP
cte-113	53	63	dangerous	dangerous	ADJ
cte-113	53	64	content	content	NOUN
cte-113	53	65	or	or	CCONJ
cte-113	53	66	false	false	ADJ
cte-113	53	67	news	news	NOUN
cte-113	53	68	,	,	PUNCT
cte-113	53	69	song	song	NOUN
cte-113	53	70	or	or	CCONJ
cte-113	53	71	tv	tv	NOUN
cte-113	53	72	show	show	NOUN
cte-113	53	73	recommendations	recommendation	NOUN
cte-113	53	74	from	from	ADP
cte-113	53	75	spotify	spotify	NOUN
cte-113	53	76	and	and	CCONJ
cte-113	53	77	netflix	netflix	NOUN
cte-113	53	78	,	,	PUNCT
cte-113	53	79	and	and	CCONJ
cte-113	53	80	more	more	ADJ
cte-113	53	81	.	.	PUNCT
cte-113	54	1	therefore	therefore	ADV
cte-113	54	2	,	,	PUNCT
cte-113	54	3	there	there	PRON
cte-113	54	4	is	be	VERB
cte-113	54	5	a	a	DET
cte-113	54	6	need	need	NOUN
cte-113	54	7	to	to	PART
cte-113	54	8	consciously	consciously	ADV
cte-113	54	9	use	use	VERB
cte-113	54	10	this	this	DET
cte-113	54	11	tool	tool	NOUN
cte-113	54	12	and	and	CCONJ
cte-113	54	13	expand	expand	VERB
cte-113	54	14	its	its	PRON
cte-113	54	15	scope	scope	NOUN
cte-113	54	16	.	.	PUNCT
cte-113	55	1	one	one	NUM
cte-113	55	2	way	way	NOUN
cte-113	55	3	is	be	AUX
cte-113	55	4	to	to	PART
cte-113	55	5	learn	learn	VERB
cte-113	55	6	the	the	DET
cte-113	55	7	basics	basic	NOUN
cte-113	55	8	of	of	ADP
cte-113	55	9	ai	ai	VERB
cte-113	55	10	in	in	ADP
cte-113	55	11	the	the	DET
cte-113	55	12	curricula	curricula	NOUN
cte-113	55	13	of	of	ADP
cte-113	55	14	schools	school	NOUN
cte-113	55	15	,	,	PUNCT
cte-113	55	16	universities	university	NOUN
cte-113	55	17	for	for	ADP
cte-113	55	18	future	future	ADJ
cte-113	55	19	teachers	teacher	NOUN
cte-113	55	20	,	,	PUNCT
cte-113	55	21	as	as	ADV
cte-113	55	22	well	well	ADV
cte-113	55	23	as	as	ADP
cte-113	55	24	in	in	ADP
cte-113	55	25	informal	informal	ADJ
cte-113	55	26	education	education	NOUN
cte-113	55	27	.	.	PUNCT
cte-113	56	1	it	it	PRON
cte-113	56	2	raises	raise	VERB
cte-113	56	3	the	the	DET
cte-113	56	4	question	question	NOUN
cte-113	56	5	of	of	ADP
cte-113	56	6	using	use	VERB
cte-113	56	7	available	available	ADJ
cte-113	56	8	tools	tool	NOUN
cte-113	56	9	to	to	PART
cte-113	56	10	learn	learn	VERB
cte-113	56	11	the	the	DET
cte-113	56	12	ai	ai	ADJ
cte-113	56	13	basics	basic	NOUN
cte-113	56	14	.	.	PUNCT
cte-113	57	1	most	most	ADJ
cte-113	57	2	of	of	ADP
cte-113	57	3	the	the	DET
cte-113	57	4	current	current	ADJ
cte-113	57	5	developments	development	NOUN
cte-113	57	6	are	be	AUX
cte-113	57	7	in	in	ADP
cte-113	57	8	the	the	DET
cte-113	57	9	form	form	NOUN
cte-113	57	10	of	of	ADP
cte-113	57	11	cloud	cloud	ADJ
cte-113	57	12	resources	resource	NOUN
cte-113	57	13	.	.	PUNCT
cte-113	58	1	therefore	therefore	ADV
cte-113	58	2	,	,	PUNCT
cte-113	58	3	the	the	DET
cte-113	58	4	purpose	purpose	NOUN
cte-113	58	5	of	of	ADP
cte-113	58	6	this	this	DET
cte-113	58	7	article	article	NOUN
cte-113	58	8	is	be	AUX
cte-113	58	9	to	to	PART
cte-113	58	10	review	review	VERB
cte-113	58	11	of	of	ADP
cte-113	58	12	existing	exist	VERB
cte-113	58	13	ai	ai	PROPN
cte-113	58	14	basics	basic	NOUN
cte-113	58	15	training	training	NOUN
cte-113	58	16	programs	program	NOUN
cte-113	58	17	and	and	CCONJ
cte-113	58	18	identify	identify	VERB
cte-113	58	19	available	available	ADJ
cte-113	58	20	cloud	cloud	NOUN
cte-113	58	21	tools	tool	NOUN
cte-113	58	22	for	for	ADP
cte-113	58	23	studying	study	VERB
cte-113	58	24	ai	ai	VERB
cte-113	58	25	performance	performance	NOUN
cte-113	58	26	.	.	PUNCT
cte-113	59	1	3	3	X
cte-113	59	2	.	.	X
cte-113	59	3	related	relate	VERB
cte-113	59	4	work	work	NOUN
cte-113	59	5	such	such	ADJ
cte-113	59	6	areas	area	NOUN
cte-113	59	7	as	as	ADP
cte-113	59	8	data	data	NOUN
cte-113	59	9	science	science	NOUN
cte-113	59	10	,	,	PUNCT
cte-113	59	11	artificial	artificial	ADJ
cte-113	59	12	intelligence	intelligence	NOUN
cte-113	59	13	,	,	PUNCT
cte-113	59	14	machine	machine	NOUN
cte-113	59	15	learning	learning	NOUN
cte-113	59	16	,	,	PUNCT
cte-113	59	17	deep	deep	ADJ
cte-113	59	18	learning	learning	NOUN
cte-113	59	19	,	,	PUNCT
cte-113	59	20	distributed	distribute	VERB
cte-113	59	21	and	and	CCONJ
cte-113	59	22	quantum	quantum	NOUN
cte-113	59	23	computing	computing	NOUN
cte-113	59	24	have	have	AUX
cte-113	59	25	been	be	AUX
cte-113	59	26	considered	consider	VERB
cte-113	59	27	only	only	ADV
cte-113	59	28	as	as	SCONJ
cte-113	59	29	hobbies	hobby	NOUN
cte-113	59	30	by	by	ADP
cte-113	59	31	some	some	DET
cte-113	59	32	interested	interested	ADJ
cte-113	59	33	educators	educator	NOUN
cte-113	59	34	,	,	PUNCT
cte-113	59	35	or	or	CCONJ
cte-113	59	36	as	as	ADP
cte-113	59	37	a	a	DET
cte-113	59	38	specific	specific	ADJ
cte-113	59	39	area	area	NOUN
cte-113	59	40	of	of	ADP
cte-113	59	41	research	research	NOUN
cte-113	59	42	of	of	ADP
cte-113	59	43	algorithms	algorithm	NOUN
cte-113	59	44	,	,	PUNCT
cte-113	59	45	mathematical	mathematical	ADJ
cte-113	59	46	statements	statement	NOUN
cte-113	59	47	.	.	PUNCT
cte-113	60	1	however	however	ADV
cte-113	60	2	,	,	PUNCT
cte-113	60	3	most	most	ADJ
cte-113	60	4	countries	country	NOUN
cte-113	60	5	are	be	AUX
cte-113	60	6	already	already	ADV
cte-113	60	7	preparing	prepare	VERB
cte-113	60	8	to	to	PART
cte-113	60	9	introduce	introduce	VERB
cte-113	60	10	the	the	DET
cte-113	60	11	study	study	NOUN
cte-113	60	12	of	of	ADP
cte-113	60	13	such	such	ADJ
cte-113	60	14	topics	topic	NOUN
cte-113	60	15	in	in	ADP
cte-113	60	16	school	school	NOUN
cte-113	60	17	education	education	NOUN
cte-113	60	18	.	.	PUNCT
cte-113	61	1	in	in	ADP
cte-113	61	2	2019	2019	NUM
cte-113	61	3	,	,	PUNCT
cte-113	61	4	the	the	DET
cte-113	61	5	association	association	NOUN
cte-113	61	6	for	for	ADP
cte-113	61	7	the	the	DET
cte-113	61	8	promotion	promotion	NOUN
cte-113	61	9	of	of	ADP
cte-113	61	10	artificial	artificial	ADJ
cte-113	61	11	intelligence	intelligence	NOUN
cte-113	61	12	(	(	PUNCT
cte-113	61	13	aaai	aaai	PROPN
cte-113	61	14	)	)	PUNCT
cte-113	61	15	and	and	CCONJ
cte-113	61	16	the	the	DET
cte-113	61	17	association	association	NOUN
cte-113	61	18	of	of	ADP
cte-113	61	19	computer	computer	NOUN
cte-113	61	20	science	science	NOUN
cte-113	61	21	teachers	teacher	NOUN
cte-113	61	22	(	(	PUNCT
cte-113	61	23	csta	csta	NOUN
cte-113	61	24	)	)	PUNCT
cte-113	61	25	created	create	VERB
cte-113	61	26	recommendations	recommendation	NOUN
cte-113	61	27	for	for	ADP
cte-113	61	28	study	study	NOUN
cte-113	61	29	of	of	ADP
cte-113	61	30	artificial	artificial	ADJ
cte-113	61	31	intelligence	intelligence	NOUN
cte-113	61	32	in	in	ADP
cte-113	61	33	schools	school	NOUN
cte-113	61	34	[	[	X
cte-113	61	35	25	25	NUM
cte-113	61	36	]	]	PUNCT
cte-113	61	37	.	.	PUNCT
cte-113	62	1	it	it	PRON
cte-113	62	2	emphasizes	emphasize	VERB
cte-113	62	3	the	the	DET
cte-113	62	4	reasons	reason	NOUN
cte-113	62	5	underlying	underlie	VERB
cte-113	62	6	the	the	DET
cte-113	62	7	introduction	introduction	NOUN
cte-113	62	8	of	of	ADP
cte-113	62	9	artificial	artificial	ADJ
cte-113	62	10	intelligence	intelligence	NOUN
cte-113	62	11	study	study	NOUN
cte-113	62	12	in	in	ADP
cte-113	62	13	schools	school	NOUN
cte-113	62	14	.	.	PUNCT
cte-113	63	1	among	among	ADP
cte-113	63	2	them	they	PRON
cte-113	63	3	:	:	PUNCT
cte-113	63	4	the	the	DET
cte-113	63	5	growing	grow	VERB
cte-113	63	6	role	role	NOUN
cte-113	63	7	of	of	ADP
cte-113	63	8	intellectual	intellectual	ADJ
cte-113	63	9	assistants	assistant	NOUN
cte-113	63	10	and	and	CCONJ
cte-113	63	11	autonomous	autonomous	ADJ
cte-113	63	12	mechanisms	mechanism	NOUN
cte-113	63	13	in	in	ADP
cte-113	63	14	society	society	NOUN
cte-113	63	15	.	.	PUNCT
cte-113	64	1	ai	ai	VERB
cte-113	64	2	technologies	technology	NOUN
cte-113	64	3	are	be	AUX
cte-113	64	4	supported	support	VERB
cte-113	64	5	by	by	ADP
cte-113	64	6	government	government	NOUN
cte-113	64	7	strategies	strategy	NOUN
cte-113	64	8	.	.	PUNCT
cte-113	65	1	ai	ai	AUX
cte-113	65	2	causes	cause	VERB
cte-113	65	3	a	a	DET
cte-113	65	4	172	172	NUM
cte-113	65	5	cte	cte	NOUN
cte-113	65	6	workshop	workshop	NOUN
cte-113	65	7	proceedings	proceeding	NOUN
cte-113	65	8	,	,	PUNCT
cte-113	65	9	2022	2022	NUM
cte-113	65	10	,	,	PUNCT
cte-113	65	11	vol	vol	NOUN
cte-113	65	12	.	.	NOUN
cte-113	66	1	9	9	NUM
cte-113	66	2	:	:	PUNCT
cte-113	66	3	cte-2021	cte-2021	NOUN
cte-113	66	4	,	,	PUNCT
cte-113	66	5	pp	pp	ADJ
cte-113	66	6	.	.	PUNCT
cte-113	67	1	170	170	NUM
cte-113	67	2	-	-	SYM
cte-113	67	3	183	183	NUM
cte-113	67	4	decrease	decrease	NOUN
cte-113	67	5	in	in	ADP
cte-113	67	6	demand	demand	NOUN
cte-113	67	7	in	in	ADP
cte-113	67	8	some	some	DET
cte-113	67	9	professions	profession	NOUN
cte-113	67	10	and	and	CCONJ
cte-113	67	11	increase	increase	VERB
cte-113	67	12	in	in	ADP
cte-113	67	13	others	other	NOUN
cte-113	67	14	,	,	PUNCT
cte-113	67	15	the	the	DET
cte-113	67	16	need	need	NOUN
cte-113	67	17	for	for	ADP
cte-113	67	18	skilled	skilled	ADJ
cte-113	67	19	workers	worker	NOUN
cte-113	67	20	knowledgeable	knowledgeable	ADJ
cte-113	67	21	in	in	ADP
cte-113	67	22	artificial	artificial	ADJ
cte-113	67	23	intelligence	intelligence	NOUN
cte-113	67	24	.	.	PUNCT
cte-113	68	1	the	the	DET
cte-113	68	2	document	document	NOUN
cte-113	68	3	defines	define	VERB
cte-113	68	4	what	what	PRON
cte-113	68	5	students	student	NOUN
cte-113	68	6	should	should	AUX
cte-113	68	7	know	know	VERB
cte-113	68	8	and	and	CCONJ
cte-113	68	9	do	do	AUX
cte-113	68	10	studying	study	VERB
cte-113	68	11	artificial	artificial	ADJ
cte-113	68	12	intelligence	intelligence	NOUN
cte-113	68	13	throughout	throughout	ADP
cte-113	68	14	their	their	PRON
cte-113	68	15	education	education	NOUN
cte-113	68	16	from	from	ADP
cte-113	68	17	primary	primary	ADJ
cte-113	68	18	school	school	NOUN
cte-113	68	19	to	to	ADP
cte-113	68	20	senior	senior	ADJ
cte-113	68	21	age	age	NOUN
cte-113	68	22	.	.	PUNCT
cte-113	69	1	researchers	researcher	NOUN
cte-113	69	2	have	have	AUX
cte-113	69	3	also	also	ADV
cte-113	69	4	developed	develop	VERB
cte-113	69	5	an	an	DET
cte-113	69	6	online	online	ADJ
cte-113	69	7	catalog	catalog	NOUN
cte-113	69	8	of	of	ADP
cte-113	69	9	resources	resource	NOUN
cte-113	69	10	that	that	PRON
cte-113	69	11	teachers	teacher	NOUN
cte-113	69	12	can	can	AUX
cte-113	69	13	use	use	VERB
cte-113	69	14	.	.	PUNCT
cte-113	70	1	the	the	DET
cte-113	70	2	authors	author	NOUN
cte-113	70	3	identify	identify	VERB
cte-113	70	4	five	five	NUM
cte-113	70	5	problematic	problematic	ADJ
cte-113	70	6	issues	issue	NOUN
cte-113	70	7	that	that	PRON
cte-113	70	8	may	may	AUX
cte-113	70	9	underlie	underlie	VERB
cte-113	70	10	the	the	DET
cte-113	70	11	study	study	NOUN
cte-113	70	12	of	of	ADP
cte-113	70	13	artificial	artificial	ADJ
cte-113	70	14	intelligence	intelligence	NOUN
cte-113	70	15	:	:	PUNCT
cte-113	70	16	perception	perception	NOUN
cte-113	70	17	(	(	PUNCT
cte-113	70	18	speech	speech	NOUN
cte-113	70	19	recognition	recognition	NOUN
cte-113	70	20	,	,	PUNCT
cte-113	70	21	computer	computer	NOUN
cte-113	70	22	vision	vision	NOUN
cte-113	70	23	)	)	PUNCT
cte-113	70	24	,	,	PUNCT
cte-113	70	25	presentation	presentation	NOUN
cte-113	70	26	and	and	CCONJ
cte-113	70	27	reasoning	reasoning	NOUN
cte-113	70	28	(	(	PUNCT
cte-113	70	29	path	path	NOUN
cte-113	70	30	planning	planning	NOUN
cte-113	70	31	,	,	PUNCT
cte-113	70	32	web	web	NOUN
cte-113	70	33	search	search	NOUN
cte-113	70	34	,	,	PUNCT
cte-113	70	35	and	and	CCONJ
cte-113	70	36	strategy	strategy	NOUN
cte-113	70	37	in	in	ADP
cte-113	70	38	games	game	NOUN
cte-113	70	39	)	)	PUNCT
cte-113	70	40	,	,	PUNCT
cte-113	70	41	machine	machine	NOUN
cte-113	70	42	learning	learning	NOUN
cte-113	70	43	(	(	PUNCT
cte-113	70	44	recognition	recognition	NOUN
cte-113	70	45	,	,	PUNCT
cte-113	70	46	preferences	preference	NOUN
cte-113	70	47	,	,	PUNCT
cte-113	70	48	and	and	CCONJ
cte-113	70	49	translation	translation	NOUN
cte-113	70	50	)	)	PUNCT
cte-113	70	51	,	,	PUNCT
cte-113	70	52	natural	natural	ADJ
cte-113	70	53	interaction	interaction	NOUN
cte-113	70	54	with	with	ADP
cte-113	70	55	intellectual	intellectual	ADJ
cte-113	70	56	agents	agent	NOUN
cte-113	70	57	(	(	PUNCT
cte-113	70	58	alexa	alexa	NOUN
cte-113	70	59	and	and	CCONJ
cte-113	70	60	siri	siri	NOUN
cte-113	70	61	assistants	assistant	NOUN
cte-113	70	62	,	,	PUNCT
cte-113	70	63	adaptive	adaptive	ADJ
cte-113	70	64	education	education	NOUN
cte-113	70	65	)	)	PUNCT
cte-113	70	66	,	,	PUNCT
cte-113	70	67	social	social	ADJ
cte-113	70	68	impact	impact	NOUN
cte-113	70	69	of	of	ADP
cte-113	70	70	ai	ai	PROPN
cte-113	70	71	(	(	PUNCT
cte-113	70	72	positive	positive	ADJ
cte-113	70	73	and	and	CCONJ
cte-113	70	74	negative	negative	ADJ
cte-113	70	75	impact	impact	NOUN
cte-113	70	76	,	,	PUNCT
cte-113	70	77	value	value	NOUN
cte-113	70	78	of	of	ADP
cte-113	70	79	compromises	compromise	NOUN
cte-113	70	80	,	,	PUNCT
cte-113	70	81	ethical	ethical	ADJ
cte-113	70	82	issues	issue	NOUN
cte-113	70	83	)	)	PUNCT
cte-113	70	84	.	.	PUNCT
cte-113	71	1	for	for	ADP
cte-113	71	2	each	each	PRON
cte-113	71	3	of	of	ADP
cte-113	71	4	the	the	DET
cte-113	71	5	topics	topic	NOUN
cte-113	71	6	,	,	PUNCT
cte-113	71	7	examples	example	NOUN
cte-113	71	8	of	of	ADP
cte-113	71	9	tasks	task	NOUN
cte-113	71	10	are	be	AUX
cte-113	71	11	given	give	VERB
cte-113	71	12	and	and	CCONJ
cte-113	71	13	the	the	DET
cte-113	71	14	knowledge	knowledge	NOUN
cte-113	71	15	and	and	CCONJ
cte-113	71	16	skills	skill	NOUN
cte-113	71	17	that	that	SCONJ
cte-113	71	18	students	student	NOUN
cte-113	71	19	of	of	ADP
cte-113	71	20	a	a	DET
cte-113	71	21	certain	certain	ADJ
cte-113	71	22	age	age	NOUN
cte-113	71	23	should	should	AUX
cte-113	71	24	master	master	VERB
cte-113	71	25	are	are	AUX
cte-113	71	26	described	describe	VERB
cte-113	71	27	.	.	PUNCT
cte-113	72	1	at	at	ADP
cte-113	72	2	one	one	NUM
cte-113	72	3	of	of	ADP
cte-113	72	4	the	the	DET
cte-113	72	5	aaai	aaai	PROPN
cte-113	72	6	conferences	conference	NOUN
cte-113	72	7	,	,	PUNCT
cte-113	72	8	the	the	DET
cte-113	72	9	development	development	NOUN
cte-113	72	10	of	of	ADP
cte-113	72	11	curricula	curricula	NOUN
cte-113	72	12	for	for	ADP
cte-113	72	13	study	study	NOUN
cte-113	72	14	of	of	ADP
cte-113	72	15	ai	ai	NOUN
cte-113	72	16	at	at	ADP
cte-113	72	17	school	school	NOUN
cte-113	72	18	was	be	AUX
cte-113	72	19	presented	present	VERB
cte-113	72	20	.	.	PUNCT
cte-113	73	1	in	in	ADP
cte-113	73	2	particular	particular	ADJ
cte-113	73	3	,	,	PUNCT
cte-113	73	4	in	in	ADP
cte-113	73	5	2020	2020	NUM
cte-113	73	6	,	,	PUNCT
cte-113	73	7	personal	personal	ADJ
cte-113	73	8	robots	robot	NOUN
cte-113	73	9	group	group	NOUN
cte-113	73	10	at	at	ADP
cte-113	73	11	the	the	DET
cte-113	73	12	mit	mit	NOUN
cte-113	73	13	media	medium	NOUN
cte-113	73	14	lab	lab	NOUN
cte-113	73	15	,	,	PUNCT
cte-113	73	16	mit	mit	NOUN
cte-113	73	17	step	step	NOUN
cte-113	73	18	lab	lab	NOUN
cte-113	73	19	,	,	PUNCT
cte-113	73	20	and	and	CCONJ
cte-113	73	21	boston	boston	PROPN
cte-113	73	22	college	college	PROPN
cte-113	73	23	presented	present	VERB
cte-113	73	24	the	the	DET
cte-113	73	25	daily	daily	ADJ
cte-113	73	26	workshop	workshop	NOUN
cte-113	73	27	[	[	X
cte-113	73	28	6	6	NUM
cte-113	73	29	]	]	PUNCT
cte-113	73	30	.	.	PUNCT
cte-113	74	1	the	the	DET
cte-113	74	2	program	program	NOUN
cte-113	74	3	also	also	ADV
cte-113	74	4	included	include	VERB
cte-113	74	5	pilot	pilot	NOUN
cte-113	74	6	partners	partner	NOUN
cte-113	74	7	,	,	PUNCT
cte-113	74	8	steam	steam	NOUN
cte-113	74	9	ahead	ahead	ADV
cte-113	74	10	and	and	CCONJ
cte-113	74	11	bc	bc	PROPN
cte-113	74	12	college	college	PROPN
cte-113	74	13	bound	bind	VERB
cte-113	74	14	.	.	PUNCT
cte-113	75	1	the	the	DET
cte-113	75	2	course	course	NOUN
cte-113	75	3	consists	consist	VERB
cte-113	75	4	of	of	ADP
cte-113	75	5	four	four	NUM
cte-113	75	6	sections	section	NOUN
cte-113	75	7	:	:	PUNCT
cte-113	75	8	ai	ai	VERB
cte-113	75	9	introduction	introduction	NOUN
cte-113	75	10	,	,	PUNCT
cte-113	75	11	supervised	supervised	ADJ
cte-113	75	12	machine	machine	NOUN
cte-113	75	13	learning	learning	NOUN
cte-113	75	14	,	,	PUNCT
cte-113	75	15	gans	gan	NOUN
cte-113	75	16	,	,	PUNCT
cte-113	75	17	ai	ai	VERB
cte-113	75	18	and	and	CCONJ
cte-113	75	19	my	my	PRON
cte-113	75	20	future	future	NOUN
cte-113	75	21	.	.	PUNCT
cte-113	76	1	each	each	DET
cte-113	76	2	section	section	NOUN
cte-113	76	3	contains	contain	VERB
cte-113	76	4	explanations	explanation	NOUN
cte-113	76	5	of	of	ADP
cte-113	76	6	basic	basic	ADJ
cte-113	76	7	concepts	concept	NOUN
cte-113	76	8	and	and	CCONJ
cte-113	76	9	exercises	exercise	NOUN
cte-113	76	10	to	to	PART
cte-113	76	11	better	well	ADV
cte-113	76	12	understand	understand	VERB
cte-113	76	13	the	the	DET
cte-113	76	14	work	work	NOUN
cte-113	76	15	of	of	ADP
cte-113	76	16	artificial	artificial	ADJ
cte-113	76	17	intelligence	intelligence	NOUN
cte-113	76	18	,	,	PUNCT
cte-113	76	19	neural	neural	ADJ
cte-113	76	20	networks	network	NOUN
cte-113	76	21	and	and	CCONJ
cte-113	76	22	more	more	ADJ
cte-113	76	23	.	.	PUNCT
cte-113	77	1	lin	lin	PROPN
cte-113	77	2	and	and	CCONJ
cte-113	77	3	van	van	PROPN
cte-113	77	4	brummelen	brummelen	VERB
cte-113	78	1	[	[	X
cte-113	78	2	11	11	NUM
cte-113	78	3	]	]	PUNCT
cte-113	78	4	describe	describe	VERB
cte-113	78	5	the	the	DET
cte-113	78	6	experience	experience	NOUN
cte-113	78	7	of	of	ADP
cte-113	78	8	conducting	conduct	VERB
cte-113	78	9	seminars	seminar	NOUN
cte-113	78	10	in	in	ADP
cte-113	78	11	which	which	PRON
cte-113	78	12	teachers	teacher	NOUN
cte-113	78	13	and	and	CCONJ
cte-113	78	14	researchers	researcher	NOUN
cte-113	78	15	created	create	VERB
cte-113	78	16	lesson	lesson	NOUN
cte-113	78	17	plans	plan	NOUN
cte-113	78	18	and	and	CCONJ
cte-113	78	19	ai	ai	VERB
cte-113	78	20	concepts	concept	NOUN
cte-113	78	21	were	be	AUX
cte-113	78	22	embedded	embed	VERB
cte-113	78	23	in	in	ADP
cte-113	78	24	various	various	ADJ
cte-113	78	25	core	core	NOUN
cte-113	78	26	subjects	subject	NOUN
cte-113	78	27	.	.	PUNCT
cte-113	79	1	they	they	PRON
cte-113	79	2	identified	identify	VERB
cte-113	79	3	entry	entry	NOUN
cte-113	79	4	points	point	NOUN
cte-113	79	5	in	in	ADP
cte-113	79	6	various	various	ADJ
cte-113	79	7	subjects	subject	NOUN
cte-113	79	8	(	(	PUNCT
cte-113	79	9	not	not	PART
cte-113	79	10	computer	computer	NOUN
cte-113	79	11	science	science	NOUN
cte-113	79	12	)	)	PUNCT
cte-113	79	13	for	for	ADP
cte-113	79	14	ai	ai	PRON
cte-113	79	15	teaching	teach	VERB
cte-113	79	16	.	.	PUNCT
cte-113	80	1	the	the	DET
cte-113	80	2	first	first	ADJ
cte-113	80	3	step	step	NOUN
cte-113	80	4	of	of	ADP
cte-113	80	5	curricula	curricula	NOUN
cte-113	80	6	development	development	NOUN
cte-113	80	7	to	to	PART
cte-113	80	8	study	study	VERB
cte-113	80	9	the	the	DET
cte-113	80	10	basics	basic	NOUN
cte-113	80	11	of	of	ADP
cte-113	80	12	artificial	artificial	ADJ
cte-113	80	13	intelligence	intelligence	NOUN
cte-113	80	14	by	by	ADP
cte-113	80	15	students	student	NOUN
cte-113	80	16	in	in	ADP
cte-113	80	17	ukraine	ukraine	PROPN
cte-113	80	18	was	be	AUX
cte-113	80	19	the	the	DET
cte-113	80	20	course	course	NOUN
cte-113	80	21	“	"	PUNCT
cte-113	80	22	10	10	NUM
cte-113	80	23	-	-	SYM
cte-113	80	24	11	11	NUM
cte-113	80	25	grade	grade	NOUN
cte-113	80	26	.	.	PUNCT
cte-113	81	1	computer	computer	NOUN
cte-113	81	2	science	science	NOUN
cte-113	81	3	.	.	PUNCT
cte-113	82	1	artificial	artificial	ADJ
cte-113	82	2	intelligence	intelligence	NOUN
cte-113	82	3	”	"	PUNCT
cte-113	82	4	,	,	PUNCT
cte-113	82	5	developed	develop	VERB
cte-113	82	6	within	within	ADP
cte-113	82	7	the	the	DET
cte-113	82	8	unicef	unicef	NOUN
cte-113	82	9	program	program	NOUN
cte-113	82	10	by	by	ADP
cte-113	82	11	oksana	oksana	PROPN
cte-113	82	12	pasichnyk	pasichnyk	PROPN
cte-113	82	13	,	,	PUNCT
cte-113	82	14	oleksiy	oleksiy	PROPN
cte-113	82	15	molchanovsky	molchanovsky	PROPN
cte-113	82	16	,	,	PUNCT
cte-113	82	17	vyacheslav	vyacheslav	NOUN
cte-113	82	18	osaulenko	osaulenko	PROPN
cte-113	82	19	,	,	PUNCT
cte-113	82	20	veronica	veronica	PROPN
cte-113	82	21	tamayo	tamayo	PROPN
cte-113	82	22	flores	flores	PROPN
cte-113	83	1	[	[	X
cte-113	83	2	1	1	NUM
cte-113	83	3	]	]	PUNCT
cte-113	83	4	.	.	PUNCT
cte-113	84	1	it	it	PRON
cte-113	84	2	contains	contain	VERB
cte-113	84	3	the	the	DET
cte-113	84	4	adapted	adapt	VERB
cte-113	84	5	versions	version	NOUN
cte-113	84	6	of	of	ADP
cte-113	84	7	the	the	DET
cte-113	84	8	ai	ai	NOUN
cte-113	84	9	course	course	NOUN
cte-113	84	10	and	and	CCONJ
cte-113	84	11	test	test	NOUN
cte-113	84	12	materials	material	NOUN
cte-113	84	13	.	.	PUNCT
cte-113	85	1	the	the	DET
cte-113	85	2	analysis	analysis	NOUN
cte-113	85	3	of	of	ADP
cte-113	85	4	scientific	scientific	ADJ
cte-113	85	5	publications	publication	NOUN
cte-113	85	6	on	on	ADP
cte-113	85	7	education	education	NOUN
cte-113	85	8	in	in	ADP
cte-113	85	9	the	the	DET
cte-113	85	10	artificial	artificial	ADJ
cte-113	85	11	intelligence	intelligence	NOUN
cte-113	85	12	showed	show	VERB
cte-113	85	13	there	there	PRON
cte-113	85	14	is	be	VERB
cte-113	85	15	the	the	DET
cte-113	85	16	majority	majority	NOUN
cte-113	85	17	of	of	ADP
cte-113	85	18	curricula	curriculum	NOUN
cte-113	85	19	are	be	AUX
cte-113	85	20	presented	present	VERB
cte-113	85	21	by	by	ADP
cte-113	85	22	universities	university	NOUN
cte-113	85	23	in	in	ADP
cte-113	85	24	ukraine	ukraine	NOUN
cte-113	85	25	in	in	ADP
cte-113	85	26	the	the	DET
cte-113	85	27	form	form	NOUN
cte-113	85	28	of	of	ADP
cte-113	85	29	textbooks	textbook	NOUN
cte-113	85	30	and	and	CCONJ
cte-113	85	31	articles	article	NOUN
cte-113	85	32	.	.	PUNCT
cte-113	86	1	in	in	ADP
cte-113	86	2	part	part	NOUN
cte-113	86	3	,	,	PUNCT
cte-113	86	4	these	these	DET
cte-113	86	5	curricula	curriculum	NOUN
cte-113	86	6	are	be	AUX
cte-113	86	7	presented	present	VERB
cte-113	86	8	in	in	ADP
cte-113	86	9	schools	school	NOUN
cte-113	86	10	and	and	CCONJ
cte-113	86	11	lyceums	lyceum	NOUN
cte-113	86	12	that	that	PRON
cte-113	86	13	actively	actively	ADV
cte-113	86	14	cooperate	cooperate	VERB
cte-113	86	15	with	with	ADP
cte-113	86	16	universities	university	NOUN
cte-113	86	17	or	or	CCONJ
cte-113	86	18	their	their	PRON
cte-113	86	19	teachers	teacher	NOUN
cte-113	86	20	[	[	X
cte-113	86	21	10	10	NUM
cte-113	86	22	,	,	PUNCT
cte-113	86	23	13	13	NUM
cte-113	86	24	,	,	PUNCT
cte-113	86	25	21–23	21–23	NUM
cte-113	86	26	,	,	PUNCT
cte-113	86	27	26	26	NUM
cte-113	86	28	]	]	PUNCT
cte-113	86	29	.	.	PUNCT
cte-113	87	1	it	it	PRON
cte-113	87	2	should	should	AUX
cte-113	87	3	be	be	AUX
cte-113	87	4	noted	note	VERB
cte-113	87	5	,	,	PUNCT
cte-113	87	6	in	in	ADP
cte-113	87	7	ukraine	ukraine	PROPN
cte-113	87	8	study	study	NOUN
cte-113	87	9	of	of	ADP
cte-113	87	10	artificial	artificial	ADJ
cte-113	87	11	intelligence	intelligence	NOUN
cte-113	87	12	as	as	SCONJ
cte-113	87	13	an	an	DET
cte-113	87	14	object	object	NOUN
cte-113	87	15	was	be	AUX
cte-113	87	16	based	base	VERB
cte-113	87	17	on	on	ADP
cte-113	87	18	the	the	DET
cte-113	87	19	use	use	NOUN
cte-113	87	20	of	of	ADP
cte-113	87	21	expert	expert	NOUN
cte-113	87	22	systems	system	NOUN
cte-113	87	23	as	as	ADP
cte-113	87	24	teaching	teach	VERB
cte-113	87	25	aids	aid	NOUN
cte-113	87	26	.	.	PUNCT
cte-113	88	1	however	however	ADV
cte-113	88	2	,	,	PUNCT
cte-113	88	3	the	the	DET
cte-113	88	4	current	current	ADJ
cte-113	88	5	level	level	NOUN
cte-113	88	6	of	of	ADP
cte-113	88	7	knowledge	knowledge	NOUN
cte-113	88	8	allows	allow	VERB
cte-113	88	9	us	we	PRON
cte-113	88	10	to	to	PART
cte-113	88	11	consider	consider	VERB
cte-113	88	12	the	the	DET
cte-113	88	13	tasks	task	NOUN
cte-113	88	14	of	of	ADP
cte-113	88	15	direct	direct	ADJ
cte-113	88	16	training	training	NOUN
cte-113	88	17	of	of	ADP
cte-113	88	18	artificial	artificial	ADJ
cte-113	88	19	intelligence	intelligence	NOUN
cte-113	88	20	and	and	CCONJ
cte-113	88	21	expert	expert	NOUN
cte-113	88	22	systems	system	NOUN
cte-113	88	23	:	:	PUNCT
cte-113	88	24	teaching	teaching	NOUN
cte-113	88	25	,	,	PUNCT
cte-113	88	26	management	management	NOUN
cte-113	88	27	,	,	PUNCT
cte-113	88	28	planning	planning	NOUN
cte-113	88	29	,	,	PUNCT
cte-113	88	30	monitoring	monitoring	NOUN
cte-113	88	31	,	,	PUNCT
cte-113	88	32	diagnostics	diagnostic	NOUN
cte-113	88	33	,	,	PUNCT
cte-113	88	34	data	datum	NOUN
cte-113	88	35	interpretation	interpretation	NOUN
cte-113	88	36	,	,	PUNCT
cte-113	88	37	forecasting	forecasting	NOUN
cte-113	88	38	,	,	PUNCT
cte-113	88	39	designing	design	VERB
cte-113	88	40	[	[	X
cte-113	88	41	12	12	NUM
cte-113	88	42	]	]	PUNCT
cte-113	88	43	.	.	PUNCT
cte-113	89	1	mokin	mokin	PROPN
cte-113	90	1	[	[	X
cte-113	90	2	14	14	NUM
cte-113	90	3	]	]	PUNCT
cte-113	90	4	presents	present	VERB
cte-113	90	5	examples	example	NOUN
cte-113	90	6	of	of	ADP
cte-113	90	7	solving	solve	VERB
cte-113	90	8	real	real	ADJ
cte-113	90	9	problems	problem	NOUN
cte-113	90	10	by	by	ADP
cte-113	90	11	machine	machine	NOUN
cte-113	90	12	learning	learning	NOUN
cte-113	90	13	methods	method	NOUN
cte-113	90	14	for	for	ADP
cte-113	90	15	forecasting	forecast	VERB
cte-113	90	16	water	water	NOUN
cte-113	90	17	quality	quality	NOUN
cte-113	90	18	in	in	ADP
cte-113	90	19	the	the	DET
cte-113	90	20	southern	southern	ADJ
cte-113	90	21	bug	bug	PROPN
cte-113	90	22	river	river	NOUN
cte-113	90	23	,	,	PUNCT
cte-113	90	24	forecasting	forecast	VERB
cte-113	90	25	the	the	DET
cte-113	90	26	number	number	NOUN
cte-113	90	27	of	of	ADP
cte-113	90	28	covid-19	covid-19	PROPN
cte-113	90	29	diseases	disease	NOUN
cte-113	90	30	,	,	PUNCT
cte-113	90	31	etc	etc	X
cte-113	90	32	.	.	X
cte-113	91	1	these	these	DET
cte-113	91	2	models	model	NOUN
cte-113	91	3	are	be	AUX
cte-113	91	4	designed	design	VERB
cte-113	91	5	to	to	PART
cte-113	91	6	be	be	AUX
cte-113	91	7	studied	study	VERB
cte-113	91	8	by	by	ADP
cte-113	91	9	graduate	graduate	NOUN
cte-113	91	10	students	student	NOUN
cte-113	91	11	and	and	CCONJ
cte-113	91	12	scientists	scientist	NOUN
cte-113	91	13	involved	involve	VERB
cte-113	91	14	in	in	ADP
cte-113	91	15	mathematical	mathematical	ADJ
cte-113	91	16	modeling	modeling	NOUN
cte-113	91	17	and	and	CCONJ
cte-113	91	18	computational	computational	ADJ
cte-113	91	19	methods	method	NOUN
cte-113	91	20	.	.	PUNCT
cte-113	92	1	in	in	ADP
cte-113	92	2	particular	particular	ADJ
cte-113	92	3	,	,	PUNCT
cte-113	92	4	master	master	NOUN
cte-113	92	5	’s	’s	PART
cte-113	92	6	students	student	NOUN
cte-113	92	7	of	of	ADP
cte-113	92	8	specialty	specialty	NOUN
cte-113	92	9	126	126	NUM
cte-113	92	10	–	–	PUNCT
cte-113	92	11	information	information	NOUN
cte-113	92	12	systems	system	NOUN
cte-113	92	13	and	and	CCONJ
cte-113	92	14	technologies	technology	NOUN
cte-113	92	15	of	of	ADP
cte-113	92	16	vinnytsia	vinnytsia	ADJ
cte-113	92	17	national	national	PROPN
cte-113	92	18	technical	technical	PROPN
cte-113	92	19	university	university	PROPN
cte-113	92	20	are	be	AUX
cte-113	92	21	working	work	VERB
cte-113	92	22	on	on	ADP
cte-113	92	23	it	it	PRON
cte-113	92	24	.	.	PUNCT
cte-113	93	1	in	in	ADP
cte-113	93	2	the	the	DET
cte-113	93	3	author	author	NOUN
cte-113	93	4	’s	’s	PART
cte-113	93	5	works	work	NOUN
cte-113	93	6	there	there	PRON
cte-113	93	7	are	be	VERB
cte-113	93	8	many	many	ADJ
cte-113	93	9	solutions	solution	NOUN
cte-113	93	10	to	to	ADP
cte-113	93	11	real	real	ADJ
cte-113	93	12	problems	problem	NOUN
cte-113	93	13	by	by	ADP
cte-113	93	14	machine	machine	NOUN
cte-113	93	15	learning	learning	NOUN
cte-113	93	16	and	and	CCONJ
cte-113	93	17	artificial	artificial	ADJ
cte-113	93	18	intelligence	intelligence	NOUN
cte-113	93	19	based	base	VERB
cte-113	93	20	on	on	ADP
cte-113	93	21	kaggle	kaggle	PROPN
cte-113	93	22	’s	’s	PART
cte-113	93	23	own	own	ADJ
cte-113	93	24	public	public	ADJ
cte-113	93	25	laptops	laptop	NOUN
cte-113	93	26	[	[	X
cte-113	93	27	15	15	NUM
cte-113	93	28	]	]	PUNCT
cte-113	93	29	.	.	PUNCT
cte-113	94	1	also	also	ADV
cte-113	94	2	,	,	PUNCT
cte-113	94	3	these	these	DET
cte-113	94	4	developments	development	NOUN
cte-113	94	5	are	be	AUX
cte-113	94	6	successfully	successfully	ADV
cte-113	94	7	used	use	VERB
cte-113	94	8	by	by	ADP
cte-113	94	9	the	the	DET
cte-113	94	10	author	author	NOUN
cte-113	94	11	to	to	PART
cte-113	94	12	teach	teach	VERB
cte-113	94	13	high	high	ADJ
cte-113	94	14	school	school	NOUN
cte-113	94	15	students	student	NOUN
cte-113	94	16	(	(	PUNCT
cte-113	94	17	10–11	10–11	NUM
cte-113	94	18	grades	grade	NOUN
cte-113	94	19	of	of	ADP
cte-113	94	20	specialized	specialized	ADJ
cte-113	94	21	schools	school	NOUN
cte-113	94	22	)	)	PUNCT
cte-113	94	23	.	.	PUNCT
cte-113	95	1	173	173	NUM
cte-113	95	2	cte	cte	NOUN
cte-113	95	3	workshop	workshop	NOUN
cte-113	95	4	proceedings	proceeding	NOUN
cte-113	95	5	,	,	PUNCT
cte-113	95	6	2022	2022	NUM
cte-113	95	7	,	,	PUNCT
cte-113	95	8	vol	vol	NOUN
cte-113	95	9	.	.	NOUN
cte-113	95	10	9	9	NUM
cte-113	95	11	:	:	PUNCT
cte-113	95	12	cte-2021	cte-2021	NOUN
cte-113	95	13	,	,	PUNCT
cte-113	95	14	pp	pp	ADJ
cte-113	95	15	.	.	PUNCT
cte-113	96	1	170	170	NUM
cte-113	96	2	-	-	SYM
cte-113	96	3	183	183	NUM
cte-113	96	4	4	4	NUM
cte-113	96	5	.	.	PUNCT
cte-113	96	6	results	result	VERB
cte-113	96	7	widespread	widespread	ADJ
cte-113	96	8	use	use	NOUN
cte-113	96	9	of	of	ADP
cte-113	96	10	ai	ai	VERB
cte-113	96	11	in	in	ADP
cte-113	96	12	various	various	ADJ
cte-113	96	13	fields	field	NOUN
cte-113	96	14	and	and	CCONJ
cte-113	96	15	everyday	everyday	ADJ
cte-113	96	16	life	life	NOUN
cte-113	96	17	poses	pose	VERB
cte-113	96	18	the	the	DET
cte-113	96	19	task	task	NOUN
cte-113	96	20	of	of	ADP
cte-113	96	21	mastering	master	VERB
cte-113	96	22	the	the	DET
cte-113	96	23	basic	basic	ADJ
cte-113	96	24	skills	skill	NOUN
cte-113	96	25	of	of	ADP
cte-113	96	26	its	its	PRON
cte-113	96	27	use	use	NOUN
cte-113	96	28	and	and	CCONJ
cte-113	96	29	understanding	understand	VERB
cte-113	96	30	the	the	DET
cte-113	96	31	principles	principle	NOUN
cte-113	96	32	of	of	ADP
cte-113	96	33	work	work	NOUN
cte-113	96	34	in	in	ADP
cte-113	96	35	the	the	DET
cte-113	96	36	school	school	NOUN
cte-113	96	37	study	study	NOUN
cte-113	96	38	.	.	PUNCT
cte-113	97	1	therefore	therefore	ADV
cte-113	97	2	,	,	PUNCT
cte-113	97	3	the	the	DET
cte-113	97	4	question	question	NOUN
cte-113	97	5	of	of	ADP
cte-113	97	6	defining	define	VERB
cte-113	97	7	basic	basic	ADJ
cte-113	97	8	terms	term	NOUN
cte-113	97	9	is	be	AUX
cte-113	97	10	relevant	relevant	ADJ
cte-113	97	11	.	.	PUNCT
cte-113	98	1	transferring	transfer	VERB
cte-113	98	2	the	the	DET
cte-113	98	3	simplest	simple	ADJ
cte-113	98	4	task	task	NOUN
cte-113	98	5	into	into	ADP
cte-113	98	6	terms	term	NOUN
cte-113	98	7	and	and	CCONJ
cte-113	98	8	analogies	analogy	NOUN
cte-113	98	9	available	available	ADJ
cte-113	98	10	to	to	ADP
cte-113	98	11	a	a	DET
cte-113	98	12	particular	particular	ADJ
cte-113	98	13	age	age	NOUN
cte-113	98	14	group	group	NOUN
cte-113	98	15	is	be	AUX
cte-113	98	16	a	a	DET
cte-113	98	17	separate	separate	ADJ
cte-113	98	18	task	task	NOUN
cte-113	98	19	.	.	PUNCT
cte-113	99	1	usually	usually	ADV
cte-113	99	2	using	use	VERB
cte-113	99	3	the	the	DET
cte-113	99	4	terms	term	NOUN
cte-113	99	5	“	"	PUNCT
cte-113	99	6	artificial	artificial	ADJ
cte-113	99	7	intelligence	intelligence	NOUN
cte-113	99	8	”	"	PUNCT
cte-113	99	9	,	,	PUNCT
cte-113	99	10	“	"	PUNCT
cte-113	99	11	machine	machine	NOUN
cte-113	99	12	learning	learning	NOUN
cte-113	99	13	”	"	PUNCT
cte-113	99	14	,	,	PUNCT
cte-113	99	15	“	"	PUNCT
cte-113	99	16	deep	deep	ADJ
cte-113	99	17	learning	learning	NOUN
cte-113	99	18	”	"	PUNCT
cte-113	99	19	,	,	PUNCT
cte-113	99	20	“	"	PUNCT
cte-113	99	21	neural	neural	ADJ
cte-113	99	22	networks	network	NOUN
cte-113	99	23	”	"	PUNCT
cte-113	99	24	is	be	AUX
cte-113	99	25	often	often	ADV
cte-113	99	26	a	a	DET
cte-113	99	27	substitution	substitution	NOUN
cte-113	99	28	of	of	ADP
cte-113	99	29	concepts	concept	NOUN
cte-113	99	30	.	.	PUNCT
cte-113	100	1	let	let	VERB
cte-113	100	2	’s	’s	PRON
cte-113	100	3	define	define	VERB
cte-113	100	4	these	these	DET
cte-113	100	5	concepts	concept	NOUN
cte-113	100	6	.	.	PUNCT
cte-113	101	1	artificial	artificial	ADJ
cte-113	101	2	intelligence	intelligence	NOUN
cte-113	101	3	(	(	PUNCT
cte-113	101	4	ai	ai	PROPN
cte-113	101	5	)	)	PUNCT
cte-113	101	6	is	be	AUX
cte-113	101	7	a	a	DET
cte-113	101	8	technological	technological	ADJ
cte-113	101	9	and	and	CCONJ
cte-113	101	10	scientific	scientific	ADJ
cte-113	101	11	solution	solution	NOUN
cte-113	101	12	that	that	PRON
cte-113	101	13	helps	help	VERB
cte-113	101	14	to	to	PART
cte-113	101	15	develop	develop	VERB
cte-113	101	16	programs	program	NOUN
cte-113	101	17	similar	similar	ADJ
cte-113	101	18	to	to	ADP
cte-113	101	19	the	the	DET
cte-113	101	20	human	human	ADJ
cte-113	101	21	mind	mind	NOUN
cte-113	101	22	that	that	PRON
cte-113	101	23	can	can	AUX
cte-113	101	24	think	think	VERB
cte-113	101	25	,	,	PUNCT
cte-113	101	26	recognize	recognize	VERB
cte-113	101	27	and	and	CCONJ
cte-113	101	28	self	self	NOUN
cte-113	101	29	-	-	PUNCT
cte-113	101	30	learn	learn	NOUN
cte-113	101	31	.	.	PUNCT
cte-113	102	1	machine	machine	NOUN
cte-113	102	2	learning	learning	NOUN
cte-113	102	3	(	(	PUNCT
cte-113	102	4	ml	ml	NOUN
cte-113	102	5	)	)	PUNCT
cte-113	102	6	are	be	AUX
cte-113	102	7	methods	method	NOUN
cte-113	102	8	in	in	ADP
cte-113	102	9	the	the	DET
cte-113	102	10	artificial	artificial	ADJ
cte-113	102	11	intelligence	intelligence	NOUN
cte-113	102	12	,	,	PUNCT
cte-113	102	13	algorithms	algorithm	NOUN
cte-113	102	14	used	use	VERB
cte-113	102	15	to	to	PART
cte-113	102	16	teach	teach	VERB
cte-113	102	17	classification	classification	NOUN
cte-113	102	18	and	and	CCONJ
cte-113	102	19	clustering	clustering	NOUN
cte-113	102	20	.	.	PUNCT
cte-113	103	1	it	it	PRON
cte-113	103	2	is	be	AUX
cte-113	103	3	due	due	ADJ
cte-113	103	4	to	to	ADP
cte-113	103	5	the	the	DET
cte-113	103	6	processing	processing	NOUN
cte-113	103	7	of	of	ADP
cte-113	103	8	large	large	ADJ
cte-113	103	9	data	datum	NOUN
cte-113	103	10	sets	set	NOUN
cte-113	103	11	and	and	CCONJ
cte-113	103	12	finding	find	VERB
cte-113	103	13	patterns	pattern	NOUN
cte-113	103	14	in	in	ADP
cte-113	103	15	them	they	PRON
cte-113	103	16	.	.	PUNCT
cte-113	104	1	neural	neural	ADJ
cte-113	104	2	networks	network	NOUN
cte-113	104	3	(	(	PUNCT
cte-113	104	4	nn	nn	NOUN
cte-113	104	5	)	)	PUNCT
cte-113	104	6	,	,	PUNCT
cte-113	104	7	artificial	artificial	ADJ
cte-113	104	8	neural	neural	ADJ
cte-113	104	9	networks	network	NOUN
cte-113	104	10	(	(	PUNCT
cte-113	104	11	ann	ann	PROPN
cte-113	104	12	)	)	PUNCT
cte-113	104	13	and	and	CCONJ
cte-113	104	14	deep	deep	ADJ
cte-113	104	15	learning	learning	NOUN
cte-113	104	16	works	work	VERB
cte-113	104	17	with	with	ADP
cte-113	104	18	complex	complex	ADJ
cte-113	104	19	data	datum	NOUN
cte-113	104	20	and	and	CCONJ
cte-113	104	21	fuzzy	fuzzy	ADJ
cte-113	104	22	logic	logic	NOUN
cte-113	104	23	.	.	PUNCT
cte-113	105	1	deep	deep	ADJ
cte-113	105	2	learning	learning	NOUN
cte-113	105	3	is	be	AUX
cte-113	105	4	one	one	NUM
cte-113	105	5	of	of	ADP
cte-113	105	6	the	the	DET
cte-113	105	7	methods	method	NOUN
cte-113	105	8	of	of	ADP
cte-113	105	9	machine	machine	NOUN
cte-113	105	10	learning	learning	NOUN
cte-113	105	11	.	.	PUNCT
cte-113	106	1	data	datum	NOUN
cte-113	106	2	science	science	NOUN
cte-113	106	3	are	be	AUX
cte-113	106	4	methods	method	NOUN
cte-113	106	5	of	of	ADP
cte-113	106	6	data	datum	NOUN
cte-113	106	7	analysis	analysis	NOUN
cte-113	106	8	for	for	ADP
cte-113	106	9	their	their	PRON
cte-113	106	10	further	further	ADJ
cte-113	106	11	processing	processing	NOUN
cte-113	106	12	,	,	PUNCT
cte-113	106	13	sorting	sorting	NOUN
cte-113	106	14	,	,	PUNCT
cte-113	106	15	sampling	sampling	NOUN
cte-113	106	16	and	and	CCONJ
cte-113	106	17	search	search	NOUN
cte-113	106	18	.	.	PUNCT
cte-113	107	1	it	it	PRON
cte-113	107	2	sets	set	VERB
cte-113	107	3	the	the	DET
cte-113	107	4	correlation	correlation	NOUN
cte-113	107	5	between	between	ADP
cte-113	107	6	data	datum	NOUN
cte-113	107	7	.	.	PUNCT
cte-113	108	1	big	big	ADJ
cte-113	108	2	data	datum	NOUN
cte-113	108	3	–	–	PUNCT
cte-113	108	4	technologies	technology	NOUN
cte-113	108	5	of	of	ADP
cte-113	108	6	working	work	VERB
cte-113	108	7	with	with	ADP
cte-113	108	8	large	large	ADJ
cte-113	108	9	data	datum	NOUN
cte-113	108	10	sets	set	NOUN
cte-113	108	11	.	.	PUNCT
cte-113	109	1	to	to	PART
cte-113	109	2	begin	begin	VERB
cte-113	109	3	the	the	DET
cte-113	109	4	introduction	introduction	NOUN
cte-113	109	5	of	of	ADP
cte-113	109	6	the	the	DET
cte-113	109	7	study	study	NOUN
cte-113	109	8	of	of	ADP
cte-113	109	9	artificial	artificial	ADJ
cte-113	109	10	intelligence	intelligence	NOUN
cte-113	109	11	basics	basic	NOUN
cte-113	109	12	,	,	PUNCT
cte-113	109	13	it	it	PRON
cte-113	109	14	is	be	AUX
cte-113	109	15	necessary	necessary	ADJ
cte-113	109	16	to	to	PART
cte-113	109	17	meet	meet	VERB
cte-113	109	18	the	the	DET
cte-113	109	19	following	following	ADJ
cte-113	109	20	conditions	condition	NOUN
cte-113	109	21	:	:	PUNCT
cte-113	109	22	•	•	NUM
cte-113	109	23	setting	set	VERB
cte-113	109	24	tasks	task	NOUN
cte-113	109	25	in	in	ADP
cte-113	109	26	terms	term	NOUN
cte-113	109	27	and	and	CCONJ
cte-113	109	28	analogies	analogy	NOUN
cte-113	109	29	that	that	PRON
cte-113	109	30	will	will	AUX
cte-113	109	31	be	be	AUX
cte-113	109	32	clear	clear	ADJ
cte-113	109	33	to	to	ADP
cte-113	109	34	a	a	DET
cte-113	109	35	certain	certain	ADJ
cte-113	109	36	age	age	NOUN
cte-113	109	37	group	group	NOUN
cte-113	109	38	;	;	PUNCT
cte-113	109	39	•	•	NUM
cte-113	109	40	selection	selection	NOUN
cte-113	109	41	of	of	ADP
cte-113	109	42	tools	tool	NOUN
cte-113	109	43	.	.	PUNCT
cte-113	110	1	it	it	PRON
cte-113	110	2	will	will	AUX
cte-113	110	3	ensure	ensure	VERB
cte-113	110	4	the	the	DET
cte-113	110	5	task	task	NOUN
cte-113	110	6	performance	performance	NOUN
cte-113	110	7	and	and	CCONJ
cte-113	110	8	the	the	DET
cte-113	110	9	appropriate	appropriate	ADJ
cte-113	110	10	level	level	NOUN
cte-113	110	11	of	of	ADP
cte-113	110	12	skills	skill	NOUN
cte-113	110	13	;	;	PUNCT
cte-113	110	14	•	•	NUM
cte-113	110	15	development	development	NOUN
cte-113	110	16	of	of	ADP
cte-113	110	17	learning	learn	VERB
cte-113	110	18	course	course	NOUN
cte-113	110	19	,	,	PUNCT
cte-113	110	20	content	content	NOUN
cte-113	110	21	and	and	CCONJ
cte-113	110	22	determination	determination	NOUN
cte-113	110	23	of	of	ADP
cte-113	110	24	expected	expect	VERB
cte-113	110	25	learning	learn	VERB
cte-113	110	26	outcomes	outcome	NOUN
cte-113	110	27	.	.	PUNCT
cte-113	111	1	among	among	ADP
cte-113	111	2	the	the	DET
cte-113	111	3	tasks	task	NOUN
cte-113	111	4	that	that	PRON
cte-113	111	5	can	can	AUX
cte-113	111	6	be	be	AUX
cte-113	111	7	set	set	VERB
cte-113	111	8	and	and	CCONJ
cte-113	111	9	solved	solve	VERB
cte-113	111	10	with	with	ADP
cte-113	111	11	the	the	DET
cte-113	111	12	help	help	NOUN
cte-113	111	13	of	of	ADP
cte-113	111	14	ai	ai	NOUN
cte-113	111	15	is	be	AUX
cte-113	111	16	the	the	DET
cte-113	111	17	development	development	NOUN
cte-113	111	18	of	of	ADP
cte-113	111	19	smart	smart	ADJ
cte-113	111	20	systems	system	NOUN
cte-113	111	21	that	that	PRON
cte-113	111	22	will	will	AUX
cte-113	111	23	help	help	VERB
cte-113	111	24	not	not	PART
cte-113	111	25	only	only	ADV
cte-113	111	26	in	in	ADP
cte-113	111	27	business	business	NOUN
cte-113	111	28	or	or	CCONJ
cte-113	111	29	office	office	NOUN
cte-113	111	30	,	,	PUNCT
cte-113	111	31	but	but	CCONJ
cte-113	111	32	also	also	ADV
cte-113	111	33	at	at	ADP
cte-113	111	34	home	home	NOUN
cte-113	111	35	.	.	PUNCT
cte-113	112	1	smart	smart	ADJ
cte-113	112	2	systems	system	NOUN
cte-113	112	3	can	can	AUX
cte-113	112	4	perform	perform	VERB
cte-113	112	5	many	many	ADJ
cte-113	112	6	tasks	task	NOUN
cte-113	112	7	,	,	PUNCT
cte-113	112	8	from	from	ADP
cte-113	112	9	setting	set	VERB
cte-113	112	10	the	the	DET
cte-113	112	11	alarm	alarm	NOUN
cte-113	112	12	to	to	ADP
cte-113	112	13	turning	turn	VERB
cte-113	112	14	the	the	DET
cte-113	112	15	light	light	NOUN
cte-113	112	16	on	on	ADP
cte-113	112	17	/	/	SYM
cte-113	112	18	off	off	ADV
cte-113	112	19	.	.	PUNCT
cte-113	113	1	another	another	DET
cte-113	113	2	task	task	NOUN
cte-113	113	3	for	for	ADP
cte-113	113	4	ai	ai	NOUN
cte-113	113	5	is	be	AUX
cte-113	113	6	to	to	PART
cte-113	113	7	collect	collect	VERB
cte-113	113	8	data	datum	NOUN
cte-113	113	9	from	from	ADP
cte-113	113	10	different	different	ADJ
cte-113	113	11	portals	portal	NOUN
cte-113	113	12	.	.	PUNCT
cte-113	114	1	with	with	ADP
cte-113	114	2	machine	machine	NOUN
cte-113	114	3	learning	learning	NOUN
cte-113	114	4	,	,	PUNCT
cte-113	114	5	you	you	PRON
cte-113	114	6	can	can	AUX
cte-113	114	7	apply	apply	VERB
cte-113	114	8	different	different	ADJ
cte-113	114	9	algorithms	algorithm	NOUN
cte-113	114	10	to	to	ADP
cte-113	114	11	the	the	DET
cte-113	114	12	data	datum	NOUN
cte-113	114	13	to	to	PART
cte-113	114	14	get	get	VERB
cte-113	114	15	it	it	PRON
cte-113	114	16	in	in	ADP
cte-113	114	17	the	the	DET
cte-113	114	18	right	right	ADJ
cte-113	114	19	shape	shape	NOUN
cte-113	114	20	.	.	PUNCT
cte-113	115	1	the	the	DET
cte-113	115	2	task	task	NOUN
cte-113	115	3	of	of	ADP
cte-113	115	4	obtaining	obtain	VERB
cte-113	115	5	recommendations	recommendation	NOUN
cte-113	115	6	based	base	VERB
cte-113	115	7	on	on	ADP
cte-113	115	8	what	what	PRON
cte-113	115	9	customers	customer	NOUN
cte-113	115	10	view	view	VERB
cte-113	115	11	or	or	CCONJ
cte-113	115	12	buy	buy	VERB
cte-113	115	13	in	in	ADP
cte-113	115	14	the	the	DET
cte-113	115	15	online	online	ADJ
cte-113	115	16	store	store	NOUN
cte-113	115	17	is	be	AUX
cte-113	115	18	also	also	ADV
cte-113	115	19	performed	perform	VERB
cte-113	115	20	on	on	ADP
cte-113	115	21	the	the	DET
cte-113	115	22	basis	basis	NOUN
cte-113	115	23	of	of	ADP
cte-113	115	24	ai	ai	INTJ
cte-113	115	25	machine	machine	NOUN
cte-113	115	26	learning	learning	NOUN
cte-113	115	27	.	.	PUNCT
cte-113	116	1	it	it	PRON
cte-113	116	2	will	will	AUX
cte-113	116	3	also	also	ADV
cte-113	116	4	help	help	VERB
cte-113	116	5	to	to	PART
cte-113	116	6	make	make	VERB
cte-113	116	7	more	more	ADJ
cte-113	116	8	profit	profit	NOUN
cte-113	116	9	for	for	ADP
cte-113	116	10	the	the	DET
cte-113	116	11	business	business	NOUN
cte-113	116	12	.	.	PUNCT
cte-113	117	1	when	when	SCONJ
cte-113	117	2	it	it	PRON
cte-113	117	3	comes	come	VERB
cte-113	117	4	to	to	ADP
cte-113	117	5	buying	buy	VERB
cte-113	117	6	a	a	DET
cte-113	117	7	product	product	NOUN
cte-113	117	8	or	or	CCONJ
cte-113	117	9	service	service	NOUN
cte-113	117	10	,	,	PUNCT
cte-113	117	11	visiting	visit	VERB
cte-113	117	12	a	a	DET
cte-113	117	13	website	website	NOUN
cte-113	117	14	and	and	CCONJ
cte-113	117	15	using	use	VERB
cte-113	117	16	a	a	DET
cte-113	117	17	helpline	helpline	NOUN
cte-113	117	18	through	through	ADP
cte-113	117	19	an	an	DET
cte-113	117	20	online	online	ADJ
cte-113	117	21	chat	chat	NOUN
cte-113	117	22	or	or	CCONJ
cte-113	117	23	chat	chat	VERB
cte-113	117	24	window	window	NOUN
cte-113	117	25	is	be	AUX
cte-113	117	26	the	the	DET
cte-113	117	27	norm	norm	NOUN
cte-113	117	28	in	in	ADP
cte-113	117	29	today	today	NOUN
cte-113	117	30	’s	’s	PART
cte-113	117	31	online	online	ADJ
cte-113	117	32	stores	store	NOUN
cte-113	117	33	.	.	PUNCT
cte-113	118	1	this	this	DET
cte-113	118	2	24/7	24/7	NOUN
cte-113	118	3	help	help	NOUN
cte-113	118	4	is	be	AUX
cte-113	118	5	only	only	ADV
cte-113	118	6	possible	possible	ADJ
cte-113	118	7	thanks	thank	NOUN
cte-113	118	8	to	to	AUX
cte-113	118	9	ai	ai	VERB
cte-113	118	10	(	(	PUNCT
cte-113	118	11	chat	chat	VERB
cte-113	118	12	bot	bot	NOUN
cte-113	118	13	)	)	PUNCT
cte-113	118	14	.	.	PUNCT
cte-113	119	1	modern	modern	ADJ
cte-113	119	2	electronic	electronic	ADJ
cte-113	119	3	dictionaries	dictionary	NOUN
cte-113	119	4	and	and	CCONJ
cte-113	119	5	search	search	NOUN
cte-113	119	6	engines	engine	NOUN
cte-113	119	7	also	also	ADV
cte-113	119	8	use	use	VERB
cte-113	119	9	ai	ai	VERB
cte-113	119	10	to	to	PART
cte-113	119	11	translate	translate	VERB
cte-113	119	12	text	text	NOUN
cte-113	119	13	or	or	CCONJ
cte-113	119	14	issue	issue	NOUN
cte-113	119	15	search	search	NOUN
cte-113	119	16	queries	query	NOUN
cte-113	119	17	based	base	VERB
cte-113	119	18	on	on	ADP
cte-113	119	19	text	text	NOUN
cte-113	119	20	or	or	CCONJ
cte-113	119	21	images	image	NOUN
cte-113	119	22	.	.	PUNCT
cte-113	120	1	some	some	PRON
cte-113	120	2	of	of	ADP
cte-113	120	3	these	these	DET
cte-113	120	4	tasks	task	NOUN
cte-113	120	5	can	can	AUX
cte-113	120	6	be	be	AUX
cte-113	120	7	considered	consider	VERB
cte-113	120	8	in	in	ADP
cte-113	120	9	lessons	lesson	NOUN
cte-113	120	10	in	in	ADP
cte-113	120	11	the	the	DET
cte-113	120	12	form	form	NOUN
cte-113	120	13	of	of	ADP
cte-113	120	14	simplified	simplified	ADJ
cte-113	120	15	tasks	task	NOUN
cte-113	120	16	.	.	PUNCT
cte-113	121	1	examples	example	NOUN
cte-113	121	2	:	:	PUNCT
cte-113	121	3	1	1	X
cte-113	121	4	.	.	X
cte-113	121	5	image	image	NOUN
cte-113	121	6	recognizer	recognizer	NOUN
cte-113	121	7	.	.	PUNCT
cte-113	122	1	using	use	VERB
cte-113	122	2	the	the	DET
cte-113	122	3	platform	platform	NOUN
cte-113	122	4	,	,	PUNCT
cte-113	122	5	images	image	NOUN
cte-113	122	6	of	of	ADP
cte-113	122	7	any	any	DET
cte-113	122	8	object	object	NOUN
cte-113	122	9	,	,	PUNCT
cte-113	122	10	such	such	ADJ
cte-113	122	11	as	as	ADP
cte-113	122	12	a	a	DET
cte-113	122	13	toy	toy	NOUN
cte-113	122	14	,	,	PUNCT
cte-113	122	15	are	be	AUX
cte-113	122	16	added	add	VERB
cte-113	122	17	to	to	ADP
cte-113	122	18	the	the	DET
cte-113	122	19	database	database	NOUN
cte-113	122	20	,	,	PUNCT
cte-113	122	21	and	and	CCONJ
cte-113	122	22	then	then	ADV
cte-113	122	23	,	,	PUNCT
cte-113	122	24	by	by	ADP
cte-113	122	25	expanding	expand	VERB
cte-113	122	26	the	the	DET
cte-113	122	27	detection	detection	NOUN
cte-113	122	28	of	of	ADP
cte-113	122	29	the	the	DET
cte-113	122	30	human	human	ADJ
cte-113	122	31	body	body	NOUN
cte-113	122	32	and	and	CCONJ
cte-113	122	33	objects	object	NOUN
cte-113	122	34	.	.	PUNCT
cte-113	123	1	it	it	PRON
cte-113	123	2	is	be	AUX
cte-113	123	3	raised	raise	VERB
cte-113	123	4	to	to	ADP
cte-113	123	5	the	the	DET
cte-113	123	6	camera	camera	NOUN
cte-113	123	7	,	,	PUNCT
cte-113	123	8	and	and	CCONJ
cte-113	123	9	the	the	DET
cte-113	123	10	program	program	NOUN
cte-113	123	11	detects	detect	VERB
cte-113	123	12	the	the	DET
cte-113	123	13	toy	toy	NOUN
cte-113	123	14	and	and	CCONJ
cte-113	123	15	names	name	NOUN
cte-113	123	16	it	it	PRON
cte-113	123	17	.	.	PUNCT
cte-113	124	1	2	2	X
cte-113	124	2	.	.	X
cte-113	124	3	language	language	NOUN
cte-113	124	4	recognizer	recognizer	NOUN
cte-113	124	5	.	.	PUNCT
cte-113	125	1	design	design	NOUN
cte-113	125	2	own	own	ADJ
cte-113	125	3	intelligent	intelligent	ADJ
cte-113	125	4	chat	chat	NOUN
cte-113	125	5	bot	bot	NOUN
cte-113	125	6	with	with	ADP
cte-113	125	7	artificial	artificial	ADJ
cte-113	125	8	intelligence	intelligence	NOUN
cte-113	125	9	.	.	PUNCT
cte-113	126	1	it	it	PRON
cte-113	126	2	is	be	AUX
cte-113	126	3	possible	possible	ADJ
cte-113	126	4	to	to	PART
cte-113	126	5	create	create	VERB
cte-113	126	6	a	a	DET
cte-113	126	7	chat	chat	NOUN
cte-113	126	8	bot	bot	NOUN
cte-113	126	9	that	that	PRON
cte-113	126	10	recognizes	recognize	VERB
cte-113	126	11	the	the	DET
cte-113	126	12	language	language	NOUN
cte-113	126	13	and	and	CCONJ
cte-113	126	14	converts	convert	VERB
cte-113	126	15	it	it	PRON
cte-113	126	16	into	into	ADP
cte-113	126	17	text	text	NOUN
cte-113	126	18	using	use	VERB
cte-113	126	19	the	the	DET
cte-113	126	20	language	language	NOUN
cte-113	126	21	recognition	recognition	NOUN
cte-113	126	22	extension	extension	NOUN
cte-113	126	23	,	,	PUNCT
cte-113	126	24	and	and	CCONJ
cte-113	126	25	then	then	ADV
cte-113	126	26	accordingly	accordingly	ADV
cte-113	126	27	this	this	DET
cte-113	126	28	chat	chat	VERB
cte-113	126	29	bot	bot	NOUN
cte-113	126	30	answers	answer	VERB
cte-113	126	31	the	the	DET
cte-113	126	32	questions	question	NOUN
cte-113	126	33	.	.	PUNCT
cte-113	127	1	3	3	X
cte-113	127	2	.	.	X
cte-113	127	3	recognizer	recognizer	NOUN
cte-113	127	4	of	of	ADP
cte-113	127	5	the	the	DET
cte-113	127	6	face	face	NOUN
cte-113	127	7	or	or	CCONJ
cte-113	127	8	body	body	NOUN
cte-113	127	9	parts	part	NOUN
cte-113	127	10	.	.	PUNCT
cte-113	128	1	for	for	ADP
cte-113	128	2	example	example	NOUN
cte-113	128	3	,	,	PUNCT
cte-113	128	4	developing	develop	VERB
cte-113	128	5	of	of	ADP
cte-113	128	6	a	a	DET
cte-113	128	7	visitation	visitation	NOUN
cte-113	128	8	system	system	NOUN
cte-113	128	9	based	base	VERB
cte-113	128	10	on	on	ADP
cte-113	128	11	face	face	NOUN
cte-113	128	12	recognition	recognition	NOUN
cte-113	128	13	.	.	PUNCT
cte-113	129	1	it	it	PRON
cte-113	129	2	can	can	AUX
cte-113	129	3	be	be	AUX
cte-113	129	4	,	,	PUNCT
cte-113	129	5	for	for	ADP
cte-113	129	6	example	example	NOUN
cte-113	129	7	,	,	PUNCT
cte-113	129	8	a	a	DET
cte-113	129	9	system	system	NOUN
cte-113	129	10	of	of	ADP
cte-113	129	11	automatic	automatic	ADJ
cte-113	129	12	door	door	NOUN
cte-113	129	13	unlocking	unlock	VERB
cte-113	129	14	using	use	VERB
cte-113	129	15	face	face	NOUN
cte-113	129	16	recognition	recognition	NOUN
cte-113	129	17	.	.	PUNCT
cte-113	130	1	174	174	NUM
cte-113	130	2	cte	cte	NOUN
cte-113	130	3	workshop	workshop	NOUN
cte-113	130	4	proceedings	proceeding	NOUN
cte-113	130	5	,	,	PUNCT
cte-113	130	6	2022	2022	NUM
cte-113	130	7	,	,	PUNCT
cte-113	130	8	vol	vol	NOUN
cte-113	130	9	.	.	NOUN
cte-113	130	10	9	9	NUM
cte-113	130	11	:	:	PUNCT
cte-113	130	12	cte-2021	cte-2021	NOUN
cte-113	130	13	,	,	PUNCT
cte-113	130	14	pp	pp	ADJ
cte-113	130	15	.	.	PUNCT
cte-113	131	1	170	170	NUM
cte-113	131	2	-	-	SYM
cte-113	131	3	183	183	NUM
cte-113	131	4	4	4	NUM
cte-113	131	5	.	.	PUNCT
cte-113	131	6	home	home	NOUN
cte-113	131	7	automation	automation	NOUN
cte-113	131	8	based	base	VERB
cte-113	131	9	on	on	ADP
cte-113	131	10	artificial	artificial	ADJ
cte-113	131	11	intelligence	intelligence	NOUN
cte-113	131	12	.	.	PUNCT
cte-113	132	1	control	control	NOUN
cte-113	132	2	devices	device	NOUN
cte-113	132	3	with	with	ADP
cte-113	132	4	voice	voice	NOUN
cte-113	132	5	commands	command	NOUN
cte-113	132	6	using	use	VERB
cte-113	132	7	artificial	artificial	ADJ
cte-113	132	8	intelligence	intelligence	NOUN
cte-113	132	9	speech	speech	NOUN
cte-113	132	10	recognition	recognition	NOUN
cte-113	132	11	technology	technology	NOUN
cte-113	132	12	.	.	PUNCT
cte-113	133	1	to	to	PART
cte-113	133	2	fulfill	fulfill	VERB
cte-113	133	3	the	the	DET
cte-113	133	4	first	first	ADJ
cte-113	133	5	condition	condition	NOUN
cte-113	133	6	,	,	PUNCT
cte-113	133	7	we	we	PRON
cte-113	133	8	have	have	AUX
cte-113	133	9	established	establish	VERB
cte-113	133	10	three	three	NUM
cte-113	133	11	stages	stage	NOUN
cte-113	133	12	of	of	ADP
cte-113	133	13	studying	study	VERB
cte-113	133	14	artificial	artificial	ADJ
cte-113	133	15	intelligence	intelligence	NOUN
cte-113	133	16	in	in	ADP
cte-113	133	17	the	the	DET
cte-113	133	18	school	school	NOUN
cte-113	133	19	:	:	PUNCT
cte-113	133	20	1	1	X
cte-113	133	21	.	.	X
cte-113	133	22	familiarity	familiarity	NOUN
cte-113	133	23	with	with	ADP
cte-113	133	24	the	the	DET
cte-113	133	25	ai	ai	ADJ
cte-113	133	26	capabilities	capability	NOUN
cte-113	133	27	.	.	PUNCT
cte-113	134	1	it	it	PRON
cte-113	134	2	is	be	AUX
cte-113	134	3	designed	design	VERB
cte-113	134	4	to	to	PART
cte-113	134	5	create	create	VERB
cte-113	134	6	an	an	DET
cte-113	134	7	idea	idea	NOUN
cte-113	134	8	of	of	ADP
cte-113	134	9	the	the	DET
cte-113	134	10	ai	ai	PROPN
cte-113	134	11	functions	function	NOUN
cte-113	134	12	,	,	PUNCT
cte-113	134	13	its	its	PRON
cte-113	134	14	importance	importance	NOUN
cte-113	134	15	in	in	ADP
cte-113	134	16	human	human	ADJ
cte-113	134	17	life	life	NOUN
cte-113	134	18	and	and	CCONJ
cte-113	134	19	in	in	ADP
cte-113	134	20	life	life	NOUN
cte-113	134	21	or	or	CCONJ
cte-113	134	22	professional	professional	ADJ
cte-113	134	23	processes	process	NOUN
cte-113	134	24	.	.	PUNCT
cte-113	135	1	the	the	DET
cte-113	135	2	purpose	purpose	NOUN
cte-113	135	3	is	be	AUX
cte-113	135	4	to	to	PART
cte-113	135	5	get	get	AUX
cte-113	135	6	acquainted	acquaint	VERB
cte-113	135	7	with	with	ADP
cte-113	135	8	the	the	DET
cte-113	135	9	tasks	task	NOUN
cte-113	135	10	that	that	PRON
cte-113	135	11	ai	ai	VERB
cte-113	135	12	can	can	AUX
cte-113	135	13	solve	solve	VERB
cte-113	135	14	,	,	PUNCT
cte-113	135	15	which	which	PRON
cte-113	135	16	it	it	PRON
cte-113	135	17	can	can	AUX
cte-113	135	18	not	not	PART
cte-113	135	19	,	,	PUNCT
cte-113	135	20	to	to	PART
cte-113	135	21	establish	establish	VERB
cte-113	135	22	the	the	DET
cte-113	135	23	causes	cause	NOUN
cte-113	135	24	and	and	CCONJ
cte-113	135	25	consequences	consequence	NOUN
cte-113	135	26	of	of	ADP
cte-113	135	27	errors	error	NOUN
cte-113	135	28	in	in	ADP
cte-113	135	29	the	the	DET
cte-113	135	30	work	work	NOUN
cte-113	135	31	of	of	ADP
cte-113	135	32	ai	ai	NOUN
cte-113	135	33	.	.	PUNCT
cte-113	136	1	it	it	PRON
cte-113	136	2	will	will	AUX
cte-113	136	3	also	also	ADV
cte-113	136	4	be	be	AUX
cte-113	136	5	appropriate	appropriate	ADJ
cte-113	136	6	to	to	PART
cte-113	136	7	consider	consider	VERB
cte-113	136	8	the	the	DET
cte-113	136	9	ethical	ethical	ADJ
cte-113	136	10	issues	issue	NOUN
cte-113	136	11	that	that	PRON
cte-113	136	12	arise	arise	VERB
cte-113	136	13	when	when	SCONJ
cte-113	136	14	using	use	VERB
cte-113	136	15	ai	ai	VERB
cte-113	136	16	,	,	PUNCT
cte-113	136	17	such	such	ADJ
cte-113	136	18	as	as	ADP
cte-113	136	19	data	datum	NOUN
cte-113	136	20	security	security	NOUN
cte-113	136	21	and	and	CCONJ
cte-113	136	22	privacy	privacy	NOUN
cte-113	136	23	.	.	PUNCT
cte-113	137	1	2	2	X
cte-113	137	2	.	.	X
cte-113	137	3	construction	construction	NOUN
cte-113	137	4	of	of	ADP
cte-113	137	5	own	own	ADJ
cte-113	137	6	machine	machine	NOUN
cte-113	137	7	learning	learning	NOUN
cte-113	137	8	programs	program	NOUN
cte-113	137	9	in	in	ADP
cte-113	137	10	designers	designer	NOUN
cte-113	137	11	.	.	PUNCT
cte-113	138	1	the	the	DET
cte-113	138	2	aim	aim	NOUN
cte-113	138	3	is	be	AUX
cte-113	138	4	to	to	PART
cte-113	138	5	get	get	AUX
cte-113	138	6	acquainted	acquaint	VERB
cte-113	138	7	with	with	ADP
cte-113	138	8	the	the	DET
cte-113	138	9	stages	stage	NOUN
cte-113	138	10	of	of	ADP
cte-113	138	11	building	build	VERB
cte-113	138	12	a	a	DET
cte-113	138	13	recognition	recognition	NOUN
cte-113	138	14	program	program	NOUN
cte-113	138	15	,	,	PUNCT
cte-113	138	16	and	and	CCONJ
cte-113	138	17	the	the	DET
cte-113	138	18	ai	ai	ADJ
cte-113	138	19	basic	basic	ADJ
cte-113	138	20	concepts	concept	NOUN
cte-113	138	21	:	:	PUNCT
cte-113	138	22	neural	neural	ADJ
cte-113	138	23	network	network	NOUN
cte-113	138	24	,	,	PUNCT
cte-113	138	25	set	set	VERB
cte-113	138	26	date	date	NOUN
cte-113	138	27	,	,	PUNCT
cte-113	138	28	data	datum	NOUN
cte-113	138	29	sampling	sampling	NOUN
cte-113	138	30	,	,	PUNCT
cte-113	138	31	sample	sample	NOUN
cte-113	138	32	size	size	NOUN
cte-113	138	33	,	,	PUNCT
cte-113	138	34	etc	etc	X
cte-113	138	35	.	.	X
cte-113	139	1	at	at	ADP
cte-113	139	2	the	the	DET
cte-113	139	3	same	same	ADJ
cte-113	139	4	time	time	NOUN
cte-113	139	5	,	,	PUNCT
cte-113	139	6	students	student	NOUN
cte-113	139	7	acquire	acquire	VERB
cte-113	139	8	skills	skill	NOUN
cte-113	139	9	of	of	ADP
cte-113	139	10	creating	create	VERB
cte-113	139	11	a	a	DET
cte-113	139	12	dataset	dataset	NOUN
cte-113	139	13	,	,	PUNCT
cte-113	139	14	training	train	VERB
cte-113	139	15	the	the	DET
cte-113	139	16	network	network	NOUN
cte-113	139	17	,	,	PUNCT
cte-113	139	18	using	use	VERB
cte-113	139	19	the	the	DET
cte-113	139	20	network	network	NOUN
cte-113	139	21	.	.	PUNCT
cte-113	140	1	3	3	X
cte-113	140	2	.	.	X
cte-113	140	3	the	the	DET
cte-113	140	4	transition	transition	NOUN
cte-113	140	5	to	to	ADP
cte-113	140	6	programming	programming	NOUN
cte-113	140	7	.	.	PUNCT
cte-113	141	1	this	this	DET
cte-113	141	2	stage	stage	NOUN
cte-113	141	3	involves	involve	VERB
cte-113	141	4	the	the	DET
cte-113	141	5	study	study	NOUN
cte-113	141	6	of	of	ADP
cte-113	141	7	the	the	DET
cte-113	141	8	mathematical	mathematical	ADJ
cte-113	141	9	foundations	foundation	NOUN
cte-113	141	10	of	of	ADP
cte-113	141	11	neural	neural	ADJ
cte-113	141	12	networks	network	NOUN
cte-113	141	13	and	and	CCONJ
cte-113	141	14	programming	programming	NOUN
cte-113	141	15	.	.	PUNCT
cte-113	142	1	in	in	ADP
cte-113	142	2	the	the	DET
cte-113	142	3	previous	previous	ADJ
cte-113	142	4	stages	stage	NOUN
cte-113	142	5	,	,	PUNCT
cte-113	142	6	this	this	DET
cte-113	142	7	mechanism	mechanism	NOUN
cte-113	142	8	was	be	AUX
cte-113	142	9	“	"	PUNCT
cte-113	142	10	hidden	hide	VERB
cte-113	142	11	”	"	PUNCT
cte-113	142	12	from	from	ADP
cte-113	142	13	students	student	NOUN
cte-113	142	14	by	by	ADP
cte-113	142	15	the	the	DET
cte-113	142	16	functions	function	NOUN
cte-113	142	17	of	of	ADP
cte-113	142	18	services	service	NOUN
cte-113	142	19	.	.	PUNCT
cte-113	143	1	at	at	ADP
cte-113	143	2	this	this	DET
cte-113	143	3	stage	stage	NOUN
cte-113	143	4	there	there	PRON
cte-113	143	5	is	be	VERB
cte-113	143	6	a	a	DET
cte-113	143	7	detailed	detailed	ADJ
cte-113	143	8	study	study	NOUN
cte-113	143	9	of	of	ADP
cte-113	143	10	the	the	DET
cte-113	143	11	neural	neural	ADJ
cte-113	143	12	network	network	NOUN
cte-113	143	13	,	,	PUNCT
cte-113	143	14	the	the	DET
cte-113	143	15	principles	principle	NOUN
cte-113	143	16	of	of	ADP
cte-113	143	17	its	its	PRON
cte-113	143	18	training	training	NOUN
cte-113	143	19	,	,	PUNCT
cte-113	143	20	data	datum	NOUN
cte-113	143	21	set	set	VERB
cte-113	143	22	and	and	CCONJ
cte-113	143	23	their	their	PRON
cte-113	143	24	markup	markup	ADJ
cte-113	143	25	.	.	PUNCT
cte-113	144	1	figure	figure	NOUN
cte-113	144	2	1	1	NUM
cte-113	144	3	:	:	PUNCT
cte-113	144	4	stages	stage	NOUN
cte-113	144	5	of	of	ADP
cte-113	144	6	ai	ai	PRON
cte-113	144	7	learning	learn	VERB
cte-113	144	8	.	.	PUNCT
cte-113	145	1	at	at	ADP
cte-113	145	2	the	the	DET
cte-113	145	3	first	first	ADJ
cte-113	145	4	stage	stage	NOUN
cte-113	145	5	there	there	PRON
cte-113	145	6	is	be	VERB
cte-113	145	7	an	an	DET
cte-113	145	8	acquaintance	acquaintance	NOUN
cte-113	145	9	with	with	ADP
cte-113	145	10	ai	ai	PRON
cte-113	145	11	technology	technology	NOUN
cte-113	145	12	on	on	ADP
cte-113	145	13	examples	example	NOUN
cte-113	145	14	of	of	ADP
cte-113	145	15	its	its	PRON
cte-113	145	16	use	use	NOUN
cte-113	145	17	and	and	CCONJ
cte-113	145	18	basic	basic	ADJ
cte-113	145	19	terms	term	NOUN
cte-113	145	20	mastering	master	VERB
cte-113	145	21	on	on	ADP
cte-113	145	22	this	this	DET
cte-113	145	23	subject	subject	NOUN
cte-113	145	24	.	.	PUNCT
cte-113	146	1	there	there	PRON
cte-113	146	2	are	be	VERB
cte-113	146	3	a	a	DET
cte-113	146	4	number	number	NOUN
cte-113	146	5	of	of	ADP
cte-113	146	6	cloud	cloud	NOUN
cte-113	146	7	services	service	NOUN
cte-113	146	8	that	that	PRON
cte-113	146	9	help	help	VERB
cte-113	146	10	build	build	VERB
cte-113	146	11	the	the	DET
cte-113	146	12	necessary	necessary	ADJ
cte-113	146	13	knowledge	knowledge	NOUN
cte-113	146	14	and	and	CCONJ
cte-113	146	15	build	build	VERB
cte-113	146	16	interdisciplinary	interdisciplinary	NOUN
cte-113	146	17	and	and	CCONJ
cte-113	146	18	integrated	integrated	ADJ
cte-113	146	19	research	research	NOUN
cte-113	146	20	.	.	PUNCT
cte-113	147	1	such	such	ADJ
cte-113	147	2	services	service	NOUN
cte-113	147	3	are	be	AUX
cte-113	147	4	:	:	PUNCT
cte-113	147	5	•	•	NUM
cte-113	147	6	dall	dall	ADJ
cte-113	147	7	-	-	PUNCT
cte-113	147	8	e	e	X
cte-113	147	9	–	–	PUNCT
cte-113	147	10	a	a	DET
cte-113	147	11	neural	neural	ADJ
cte-113	147	12	network	network	NOUN
cte-113	147	13	called	call	VERB
cte-113	147	14	dall	dall	PROPN
cte-113	147	15	-	-	PUNCT
cte-113	147	16	e	e	NOUN
cte-113	147	17	that	that	PRON
cte-113	147	18	creates	create	VERB
cte-113	147	19	images	image	NOUN
cte-113	147	20	from	from	ADP
cte-113	147	21	text	text	NOUN
cte-113	147	22	captions	caption	NOUN
cte-113	147	23	for	for	ADP
cte-113	147	24	a	a	DET
cte-113	147	25	wide	wide	ADJ
cte-113	147	26	range	range	NOUN
cte-113	147	27	of	of	ADP
cte-113	147	28	concepts	concept	NOUN
cte-113	147	29	expressible	expressible	ADJ
cte-113	147	30	in	in	ADP
cte-113	147	31	natural	natural	ADJ
cte-113	147	32	language	language	NOUN
cte-113	147	33	[	[	X
cte-113	147	34	19	19	NUM
cte-113	147	35	]	]	PUNCT
cte-113	147	36	.	.	PUNCT
cte-113	148	1	it	it	PRON
cte-113	148	2	allows	allow	VERB
cte-113	148	3	combining	combine	VERB
cte-113	148	4	a	a	DET
cte-113	148	5	variety	variety	NOUN
cte-113	148	6	of	of	ADP
cte-113	148	7	things	thing	NOUN
cte-113	148	8	that	that	PRON
cte-113	148	9	combine	combine	VERB
cte-113	148	10	real	real	ADJ
cte-113	148	11	and	and	CCONJ
cte-113	148	12	imaginary	imaginary	ADJ
cte-113	148	13	things	thing	NOUN
cte-113	148	14	.	.	PUNCT
cte-113	149	1	students	student	NOUN
cte-113	149	2	can	can	AUX
cte-113	149	3	be	be	AUX
cte-113	149	4	asked	ask	VERB
cte-113	149	5	to	to	PART
cte-113	149	6	choose	choose	VERB
cte-113	149	7	text	text	NOUN
cte-113	149	8	captions	caption	NOUN
cte-113	149	9	and	and	CCONJ
cte-113	149	10	discuss	discuss	NOUN
cte-113	149	11	:	:	PUNCT
cte-113	149	12	is	be	AUX
cte-113	149	13	this	this	PRON
cte-113	149	14	possible	possible	ADJ
cte-113	149	15	?	?	PUNCT
cte-113	150	1	how	how	SCONJ
cte-113	150	2	can	can	AUX
cte-113	150	3	this	this	PRON
cte-113	150	4	be	be	AUX
cte-113	150	5	created	create	VERB
cte-113	150	6	?	?	PUNCT
cte-113	151	1	how	how	SCONJ
cte-113	151	2	do	do	AUX
cte-113	151	3	others	other	NOUN
cte-113	151	4	perceive	perceive	VERB
cte-113	151	5	it	it	PRON
cte-113	151	6	?	?	PUNCT
cte-113	152	1	what	what	PRON
cte-113	152	2	does	do	AUX
cte-113	152	3	it	it	PRON
cte-113	152	4	take	take	VERB
cte-113	152	5	to	to	PART
cte-113	152	6	put	put	VERB
cte-113	152	7	this	this	PRON
cte-113	152	8	into	into	ADP
cte-113	152	9	practice	practice	NOUN
cte-113	152	10	,	,	PUNCT
cte-113	152	11	etc	etc	X
cte-113	152	12	.	.	X
cte-113	153	1	(	(	PUNCT
cte-113	153	2	figure	figure	NOUN
cte-113	153	3	2	2	NUM
cte-113	153	4	)	)	PUNCT
cte-113	153	5	•	•	NUM
cte-113	153	6	recognition	recognition	NOUN
cte-113	153	7	of	of	ADP
cte-113	153	8	emotions	emotion	NOUN
cte-113	153	9	is	be	AUX
cte-113	153	10	a	a	DET
cte-113	153	11	separate	separate	ADJ
cte-113	153	12	topic	topic	NOUN
cte-113	153	13	of	of	ADP
cte-113	153	14	ai	ai	PROPN
cte-113	153	15	training	training	NOUN
cte-113	153	16	.	.	PUNCT
cte-113	154	1	scientists	scientist	NOUN
cte-113	154	2	have	have	AUX
cte-113	154	3	launched	launch	VERB
cte-113	154	4	a	a	DET
cte-113	154	5	game	game	NOUN
cte-113	154	6	to	to	PART
cte-113	154	7	show	show	VERB
cte-113	154	8	how	how	SCONJ
cte-113	154	9	artificial	artificial	ADJ
cte-113	154	10	intelligence	intelligence	NOUN
cte-113	154	11	recognizes	recognize	VERB
cte-113	154	12	emotions	emotion	NOUN
cte-113	154	13	.	.	PUNCT
cte-113	155	1	they	they	PRON
cte-113	155	2	want	want	VERB
cte-113	155	3	to	to	PART
cte-113	155	4	draw	draw	VERB
cte-113	155	5	attention	attention	NOUN
cte-113	155	6	to	to	ADP
cte-113	155	7	175	175	NUM
cte-113	155	8	cte	cte	NOUN
cte-113	155	9	workshop	workshop	NOUN
cte-113	155	10	proceedings	proceeding	NOUN
cte-113	155	11	,	,	PUNCT
cte-113	155	12	2022	2022	NUM
cte-113	155	13	,	,	PUNCT
cte-113	155	14	vol	vol	NOUN
cte-113	155	15	.	.	NOUN
cte-113	156	1	9	9	NUM
cte-113	156	2	:	:	PUNCT
cte-113	156	3	cte-2021	cte-2021	NOUN
cte-113	156	4	,	,	PUNCT
cte-113	156	5	pp	pp	ADJ
cte-113	156	6	.	.	PUNCT
cte-113	157	1	170	170	NUM
cte-113	157	2	-	-	SYM
cte-113	157	3	183	183	NUM
cte-113	157	4	figure	figure	NOUN
cte-113	157	5	2	2	NUM
cte-113	157	6	:	:	PUNCT
cte-113	157	7	dall	dall	NOUN
cte-113	157	8	-	-	PUNCT
cte-113	157	9	e	e	NOUN
cte-113	157	10	combines	combine	VERB
cte-113	157	11	the	the	DET
cte-113	157	12	shape	shape	NOUN
cte-113	157	13	of	of	ADP
cte-113	157	14	the	the	DET
cte-113	157	15	chair	chair	NOUN
cte-113	157	16	with	with	ADP
cte-113	157	17	the	the	DET
cte-113	157	18	lotus	lotus	PROPN
cte-113	157	19	root	root	NOUN
cte-113	157	20	.	.	PUNCT
cte-113	158	1	the	the	DET
cte-113	158	2	problem	problem	NOUN
cte-113	158	3	of	of	ADP
cte-113	158	4	tracking	track	VERB
cte-113	158	5	a	a	DET
cte-113	158	6	person	person	NOUN
cte-113	158	7	[	[	X
cte-113	158	8	3	3	NUM
cte-113	158	9	,	,	PUNCT
cte-113	158	10	8	8	NUM
cte-113	158	11	]	]	PUNCT
cte-113	158	12	.	.	PUNCT
cte-113	159	1	the	the	DET
cte-113	159	2	game	game	NOUN
cte-113	159	3	is	be	AUX
cte-113	159	4	available	available	ADJ
cte-113	159	5	in	in	ADP
cte-113	159	6	the	the	DET
cte-113	159	7	cloud	cloud	NOUN
cte-113	159	8	and	and	CCONJ
cte-113	159	9	involves	involve	VERB
cte-113	159	10	various	various	ADJ
cte-113	159	11	tasks	task	NOUN
cte-113	159	12	related	relate	VERB
cte-113	159	13	to	to	ADP
cte-113	159	14	the	the	DET
cte-113	159	15	recognition	recognition	NOUN
cte-113	159	16	of	of	ADP
cte-113	159	17	emotions	emotion	NOUN
cte-113	159	18	by	by	ADP
cte-113	159	19	artificial	artificial	ADJ
cte-113	159	20	intelligence	intelligence	NOUN
cte-113	159	21	through	through	ADP
cte-113	159	22	a	a	DET
cte-113	159	23	computer	computer	NOUN
cte-113	159	24	webcam	webcam	NOUN
cte-113	159	25	.	.	PUNCT
cte-113	160	1	it	it	PRON
cte-113	160	2	has	have	VERB
cte-113	160	3	two	two	NUM
cte-113	160	4	stages	stage	NOUN
cte-113	160	5	.	.	PUNCT
cte-113	161	1	in	in	ADP
cte-113	161	2	the	the	DET
cte-113	161	3	first	first	ADJ
cte-113	161	4	you	you	PRON
cte-113	161	5	need	need	VERB
cte-113	161	6	to	to	PART
cte-113	161	7	guess	guess	VERB
cte-113	161	8	–	–	PUNCT
cte-113	161	9	in	in	ADP
cte-113	161	10	the	the	DET
cte-113	161	11	picture	picture	NOUN
cte-113	161	12	a	a	DET
cte-113	161	13	person	person	NOUN
cte-113	161	14	squints	squint	VERB
cte-113	161	15	at	at	ADP
cte-113	161	16	the	the	DET
cte-113	161	17	rays	ray	NOUN
cte-113	161	18	of	of	ADP
cte-113	161	19	light	light	NOUN
cte-113	161	20	or	or	CCONJ
cte-113	161	21	winks	wink	NOUN
cte-113	161	22	.	.	PUNCT
cte-113	162	1	in	in	ADP
cte-113	162	2	the	the	DET
cte-113	162	3	second	second	NOUN
cte-113	162	4	,	,	PUNCT
cte-113	162	5	you	you	PRON
cte-113	162	6	need	need	VERB
cte-113	162	7	to	to	PART
cte-113	162	8	capture	capture	VERB
cte-113	162	9	on	on	ADP
cte-113	162	10	camera	camera	NOUN
cte-113	162	11	each	each	PRON
cte-113	162	12	of	of	ADP
cte-113	162	13	the	the	DET
cte-113	162	14	six	six	NUM
cte-113	162	15	emotions	emotion	NOUN
cte-113	162	16	(	(	PUNCT
cte-113	162	17	happiness	happiness	NOUN
cte-113	162	18	,	,	PUNCT
cte-113	162	19	sadness	sadness	NOUN
cte-113	162	20	,	,	PUNCT
cte-113	162	21	fear	fear	NOUN
cte-113	162	22	,	,	PUNCT
cte-113	162	23	surprise	surprise	NOUN
cte-113	162	24	,	,	PUNCT
cte-113	162	25	disgust	disgust	NOUN
cte-113	162	26	,	,	PUNCT
cte-113	162	27	anger	anger	NOUN
cte-113	162	28	)	)	PUNCT
cte-113	162	29	so	so	SCONJ
cte-113	162	30	that	that	SCONJ
cte-113	162	31	the	the	DET
cte-113	162	32	ai	ai	NOUN
cte-113	162	33	recognizes	recognize	VERB
cte-113	162	34	it	it	PRON
cte-113	162	35	.	.	PUNCT
cte-113	163	1	the	the	DET
cte-113	163	2	first	first	ADJ
cte-113	163	3	game	game	NOUN
cte-113	163	4	shows	show	VERB
cte-113	163	5	how	how	SCONJ
cte-113	163	6	difficult	difficult	ADJ
cte-113	163	7	it	it	PRON
cte-113	163	8	is	be	AUX
cte-113	163	9	for	for	SCONJ
cte-113	163	10	a	a	DET
cte-113	163	11	person	person	NOUN
cte-113	163	12	to	to	PART
cte-113	163	13	determine	determine	VERB
cte-113	163	14	the	the	DET
cte-113	163	15	condition	condition	NOUN
cte-113	163	16	of	of	ADP
cte-113	163	17	another	another	DET
cte-113	163	18	person	person	NOUN
cte-113	163	19	by	by	ADP
cte-113	163	20	a	a	DET
cte-113	163	21	static	static	ADJ
cte-113	163	22	photo	photo	NOUN
cte-113	163	23	.	.	PUNCT
cte-113	164	1	the	the	DET
cte-113	164	2	second	second	NOUN
cte-113	164	3	is	be	AUX
cte-113	164	4	to	to	PART
cte-113	164	5	train	train	VERB
cte-113	164	6	children	child	NOUN
cte-113	164	7	’s	’s	PART
cte-113	164	8	acting	acting	NOUN
cte-113	164	9	skills	skill	NOUN
cte-113	164	10	,	,	PUNCT
cte-113	164	11	whether	whether	SCONJ
cte-113	164	12	ai	ai	VERB
cte-113	164	13	will	will	AUX
cte-113	164	14	be	be	AUX
cte-113	164	15	able	able	ADJ
cte-113	164	16	to	to	PART
cte-113	164	17	determine	determine	VERB
cte-113	164	18	your	your	PRON
cte-113	164	19	emotions	emotion	NOUN
cte-113	164	20	.	.	PUNCT
cte-113	165	1	in	in	ADP
cte-113	165	2	class	class	NOUN
cte-113	165	3	,	,	PUNCT
cte-113	165	4	it	it	PRON
cte-113	165	5	will	will	AUX
cte-113	165	6	be	be	AUX
cte-113	165	7	appropriate	appropriate	ADJ
cte-113	165	8	to	to	PART
cte-113	165	9	discuss	discuss	VERB
cte-113	165	10	the	the	DET
cte-113	165	11	ability	ability	NOUN
cte-113	165	12	to	to	PART
cte-113	165	13	understand	understand	VERB
cte-113	165	14	emotions	emotion	NOUN
cte-113	165	15	.	.	PUNCT
cte-113	166	1	even	even	ADV
cte-113	166	2	recognizing	recognize	VERB
cte-113	166	3	their	their	PRON
cte-113	166	4	own	own	ADJ
cte-113	166	5	is	be	AUX
cte-113	166	6	not	not	PART
cte-113	166	7	so	so	ADV
cte-113	166	8	easy	easy	ADJ
cte-113	166	9	.	.	PUNCT
cte-113	167	1	and	and	CCONJ
cte-113	167	2	to	to	PART
cte-113	167	3	teach	teach	VERB
cte-113	167	4	artificial	artificial	ADJ
cte-113	167	5	intelligence	intelligence	NOUN
cte-113	167	6	to	to	PART
cte-113	167	7	recognize	recognize	VERB
cte-113	167	8	our	our	PRON
cte-113	167	9	emotions	emotion	NOUN
cte-113	167	10	is	be	AUX
cte-113	167	11	a	a	DET
cte-113	167	12	task	task	NOUN
cte-113	167	13	of	of	ADP
cte-113	167	14	the	the	DET
cte-113	167	15	highest	high	ADJ
cte-113	167	16	level	level	NOUN
cte-113	167	17	(	(	PUNCT
cte-113	167	18	figure	figure	NOUN
cte-113	167	19	3	3	NUM
cte-113	167	20	)	)	PUNCT
cte-113	167	21	.	.	PUNCT
cte-113	168	1	•	•	NUM
cte-113	168	2	the	the	DET
cte-113	168	3	topic	topic	NOUN
cte-113	168	4	of	of	ADP
cte-113	168	5	images	image	NOUN
cte-113	168	6	recognition	recognition	NOUN
cte-113	168	7	can	can	AUX
cte-113	168	8	be	be	AUX
cte-113	168	9	considered	consider	VERB
cte-113	168	10	on	on	ADP
cte-113	168	11	the	the	DET
cte-113	168	12	example	example	NOUN
cte-113	168	13	of	of	ADP
cte-113	168	14	google	google	PROPN
cte-113	168	15	quickdraw	quickdraw	NOUN
cte-113	168	16	[	[	X
cte-113	168	17	7	7	NUM
cte-113	168	18	,	,	PUNCT
cte-113	168	19	18	18	NUM
cte-113	168	20	]	]	PUNCT
cte-113	168	21	.	.	PUNCT
cte-113	169	1	the	the	DET
cte-113	169	2	software	software	NOUN
cte-113	169	3	gives	give	VERB
cte-113	169	4	task	task	NOUN
cte-113	169	5	to	to	PART
cte-113	169	6	draw	draw	VERB
cte-113	169	7	a	a	DET
cte-113	169	8	particular	particular	ADJ
cte-113	169	9	object	object	NOUN
cte-113	169	10	,	,	PUNCT
cte-113	169	11	and	and	CCONJ
cte-113	169	12	ai	ai	INTJ
cte-113	169	13	must	must	AUX
cte-113	169	14	guess	guess	VERB
cte-113	169	15	what	what	PRON
cte-113	169	16	the	the	DET
cte-113	169	17	user	user	NOUN
cte-113	169	18	drew	draw	VERB
cte-113	169	19	.	.	PUNCT
cte-113	170	1	it	it	PRON
cte-113	170	2	will	will	AUX
cte-113	170	3	be	be	AUX
cte-113	170	4	useful	useful	ADJ
cte-113	170	5	for	for	ADP
cte-113	170	6	learning	learn	VERB
cte-113	170	7	to	to	PART
cte-113	170	8	discuss	discuss	VERB
cte-113	170	9	the	the	DET
cte-113	170	10	stages	stage	NOUN
cte-113	170	11	of	of	ADP
cte-113	170	12	creating	create	VERB
cte-113	170	13	and	and	CCONJ
cte-113	170	14	solving	solve	VERB
cte-113	170	15	pictures	picture	NOUN
cte-113	170	16	.	.	PUNCT
cte-113	171	1	the	the	DET
cte-113	171	2	system	system	NOUN
cte-113	171	3	accompanies	accompany	VERB
cte-113	171	4	each	each	DET
cte-113	171	5	stage	stage	NOUN
cte-113	171	6	of	of	ADP
cte-113	171	7	image	image	NOUN
cte-113	171	8	construction	construction	NOUN
cte-113	171	9	by	by	ADP
cte-113	171	10	a	a	DET
cte-113	171	11	voice	voice	NOUN
cte-113	171	12	.	.	PUNCT
cte-113	172	1	it	it	PRON
cte-113	172	2	is	be	AUX
cte-113	172	3	possible	possible	ADJ
cte-113	172	4	to	to	PART
cte-113	172	5	track	track	VERB
cte-113	172	6	the	the	DET
cte-113	172	7	dynamics	dynamic	NOUN
cte-113	172	8	of	of	ADP
cte-113	172	9	the	the	DET
cte-113	172	10	ai	ai	PROPN
cte-113	172	11	approach	approach	NOUN
cte-113	172	12	to	to	ADP
cte-113	172	13	the	the	DET
cte-113	172	14	correct	correct	ADJ
cte-113	172	15	answer	answer	NOUN
cte-113	172	16	.	.	PUNCT
cte-113	173	1	it	it	PRON
cte-113	173	2	is	be	AUX
cte-113	173	3	interesting	interesting	ADJ
cte-113	173	4	to	to	PART
cte-113	173	5	gradually	gradually	ADV
cte-113	173	6	analyze	analyze	VERB
cte-113	173	7	the	the	DET
cte-113	173	8	image	image	NOUN
cte-113	173	9	elements	element	NOUN
cte-113	173	10	,	,	PUNCT
cte-113	173	11	which	which	PRON
cte-113	173	12	are	be	AUX
cte-113	173	13	clearly	clearly	ADV
cte-113	173	14	defined	define	VERB
cte-113	173	15	by	by	ADP
cte-113	173	16	the	the	DET
cte-113	173	17	system	system	NOUN
cte-113	173	18	for	for	ADP
cte-113	173	19	its	its	PRON
cte-113	173	20	identification	identification	NOUN
cte-113	173	21	.	.	PUNCT
cte-113	174	1	how	how	SCONJ
cte-113	174	2	many	many	ADJ
cte-113	174	3	traits	trait	NOUN
cte-113	174	4	did	do	AUX
cte-113	174	5	it	it	PRON
cte-113	174	6	take	take	VERB
cte-113	174	7	to	to	PART
cte-113	174	8	identify	identify	VERB
cte-113	174	9	?	?	PUNCT
cte-113	175	1	how	how	SCONJ
cte-113	175	2	fast	fast	ADV
cte-113	175	3	did	do	AUX
cte-113	175	4	the	the	DET
cte-113	175	5	image	image	NOUN
cte-113	175	6	system	system	NOUN
cte-113	175	7	recognize	recognize	VERB
cte-113	175	8	?	?	PUNCT
cte-113	176	1	what	what	PRON
cte-113	176	2	and	and	CCONJ
cte-113	176	3	how	how	SCONJ
cte-113	176	4	many	many	ADJ
cte-113	176	5	features	feature	NOUN
cte-113	176	6	are	be	AUX
cte-113	176	7	needed	need	VERB
cte-113	176	8	to	to	PART
cte-113	176	9	recognize	recognize	VERB
cte-113	176	10	a	a	DET
cte-113	176	11	cat	cat	NOUN
cte-113	176	12	,	,	PUNCT
cte-113	176	13	a	a	DET
cte-113	176	14	dog	dog	NOUN
cte-113	176	15	,	,	PUNCT
cte-113	176	16	a	a	DET
cte-113	176	17	person	person	NOUN
cte-113	176	18	?	?	PUNCT
cte-113	177	1	will	will	AUX
cte-113	177	2	the	the	DET
cte-113	177	3	image	image	NOUN
cte-113	177	4	be	be	AUX
cte-113	177	5	recognized	recognize	VERB
cte-113	177	6	from	from	ADP
cte-113	177	7	a	a	DET
cte-113	177	8	non	non	ADJ
cte-113	177	9	-	-	ADJ
cte-113	177	10	standard	standard	ADJ
cte-113	177	11	point	point	NOUN
cte-113	177	12	of	of	ADP
cte-113	177	13	view	view	NOUN
cte-113	177	14	(	(	PUNCT
cte-113	177	15	top	top	ADJ
cte-113	177	16	view	view	NOUN
cte-113	177	17	,	,	PUNCT
cte-113	177	18	side	side	NOUN
cte-113	177	19	view	view	NOUN
cte-113	177	20	)	)	PUNCT
cte-113	177	21	?	?	PUNCT
cte-113	178	1	why	why	SCONJ
cte-113	178	2	are	be	AUX
cte-113	178	3	there	there	PRON
cte-113	178	4	problems	problem	NOUN
cte-113	178	5	with	with	ADP
cte-113	178	6	the	the	DET
cte-113	178	7	identification	identification	NOUN
cte-113	178	8	of	of	ADP
cte-113	178	9	people	people	NOUN
cte-113	178	10	,	,	PUNCT
cte-113	178	11	animals	animal	NOUN
cte-113	178	12	,	,	PUNCT
cte-113	178	13	objects	object	NOUN
cte-113	178	14	by	by	ADP
cte-113	178	15	intelligent	intelligent	ADJ
cte-113	178	16	176	176	NUM
cte-113	178	17	cte	cte	NOUN
cte-113	178	18	workshop	workshop	NOUN
cte-113	178	19	proceedings	proceeding	NOUN
cte-113	178	20	,	,	PUNCT
cte-113	178	21	2022	2022	NUM
cte-113	178	22	,	,	PUNCT
cte-113	178	23	vol	vol	NOUN
cte-113	178	24	.	.	NOUN
cte-113	178	25	9	9	NUM
cte-113	178	26	:	:	PUNCT
cte-113	178	27	cte-2021	cte-2021	NOUN
cte-113	178	28	,	,	PUNCT
cte-113	178	29	pp	pp	ADJ
cte-113	178	30	.	.	PUNCT
cte-113	179	1	170	170	NUM
cte-113	179	2	-	-	SYM
cte-113	179	3	183	183	NUM
cte-113	179	4	figure	figure	NOUN
cte-113	179	5	3	3	NUM
cte-113	179	6	:	:	PUNCT
cte-113	179	7	software	software	NOUN
cte-113	179	8	emojifying	emojifying	NOUN
cte-113	179	9	.	.	PUNCT
cte-113	180	1	systems	system	NOUN
cte-113	180	2	,	,	PUNCT
cte-113	180	3	how	how	SCONJ
cte-113	180	4	to	to	PART
cte-113	180	5	prevent	prevent	VERB
cte-113	180	6	it	it	PRON
cte-113	180	7	?	?	PUNCT
cte-113	181	1	what	what	PRON
cte-113	181	2	are	be	AUX
cte-113	181	3	the	the	DET
cte-113	181	4	good	good	ADJ
cte-113	181	5	/	/	SYM
cte-113	181	6	bad	bad	ADJ
cte-113	181	7	consequences	consequence	NOUN
cte-113	181	8	of	of	ADP
cte-113	181	9	identification	identification	NOUN
cte-113	181	10	?	?	PUNCT
cte-113	182	1	(	(	PUNCT
cte-113	182	2	figure	figure	NOUN
cte-113	182	3	4	4	NUM
cte-113	182	4	)	)	PUNCT
cte-113	182	5	when	when	SCONJ
cte-113	182	6	the	the	DET
cte-113	182	7	ai	ai	NOUN
cte-113	182	8	functionality	functionality	NOUN
cte-113	182	9	is	be	AUX
cte-113	182	10	studied	study	VERB
cte-113	182	11	,	,	PUNCT
cte-113	182	12	it	it	PRON
cte-113	182	13	is	be	AUX
cte-113	182	14	possible	possible	ADJ
cte-113	182	15	to	to	PART
cte-113	182	16	move	move	VERB
cte-113	182	17	on	on	ADP
cte-113	182	18	to	to	ADP
cte-113	182	19	the	the	DET
cte-113	182	20	second	second	ADJ
cte-113	182	21	stage	stage	NOUN
cte-113	182	22	–	–	PUNCT
cte-113	182	23	building	build	VERB
cte-113	182	24	your	your	PRON
cte-113	182	25	own	own	ADJ
cte-113	182	26	machine	machine	NOUN
cte-113	182	27	learning	learn	VERB
cte-113	182	28	programs	program	NOUN
cte-113	182	29	in	in	ADP
cte-113	182	30	designers	designer	NOUN
cte-113	182	31	.	.	PUNCT
cte-113	183	1	you	you	PRON
cte-113	183	2	can	can	AUX
cte-113	183	3	use	use	VERB
cte-113	183	4	the	the	DET
cte-113	183	5	following	follow	VERB
cte-113	183	6	cloud	cloud	NOUN
cte-113	183	7	technologies	technology	NOUN
cte-113	183	8	:	:	PUNCT
cte-113	183	9	•	•	NUM
cte-113	183	10	makeblock	makeblock	NOUN
cte-113	183	11	has	have	VERB
cte-113	183	12	five	five	NUM
cte-113	183	13	ai	ai	NOUN
cte-113	183	14	tools	tool	NOUN
cte-113	183	15	:	:	PUNCT
cte-113	183	16	mental	mental	ADJ
cte-113	183	17	services	service	NOUN
cte-113	183	18	,	,	PUNCT
cte-113	183	19	machine	machine	NOUN
cte-113	183	20	learning	learning	NOUN
cte-113	183	21	,	,	PUNCT
cte-113	183	22	text	text	NOUN
cte-113	183	23	-	-	PUNCT
cte-113	183	24	to	to	ADP
cte-113	183	25	-	-	PUNCT
cte-113	183	26	speech	speech	NOUN
cte-113	183	27	conversion	conversion	NOUN
cte-113	183	28	,	,	PUNCT
cte-113	183	29	and	and	CCONJ
cte-113	183	30	translation	translation	NOUN
cte-113	183	31	(	(	PUNCT
cte-113	183	32	figure	figure	NOUN
cte-113	183	33	5	5	NUM
cte-113	183	34	)	)	PUNCT
cte-113	183	35	.	.	PUNCT
cte-113	184	1	•	•	NUM
cte-113	184	2	pictoblox	pictoblox	X
cte-113	185	1	[	[	X
cte-113	185	2	2	2	X
cte-113	185	3	]	]	PUNCT
cte-113	185	4	has	have	VERB
cte-113	185	5	tools	tool	NOUN
cte-113	185	6	for	for	ADP
cte-113	185	7	computer	computer	NOUN
cte-113	185	8	vision	vision	NOUN
cte-113	185	9	,	,	PUNCT
cte-113	185	10	face	face	NOUN
cte-113	185	11	recognition	recognition	NOUN
cte-113	185	12	,	,	PUNCT
cte-113	185	13	optical	optical	ADJ
cte-113	185	14	character	character	NOUN
cte-113	185	15	recognition	recognition	NOUN
cte-113	185	16	,	,	PUNCT
cte-113	185	17	language	language	NOUN
cte-113	185	18	recognition	recognition	NOUN
cte-113	185	19	,	,	PUNCT
cte-113	185	20	machine	machine	NOUN
cte-113	185	21	learning	learning	NOUN
cte-113	185	22	,	,	PUNCT
cte-113	185	23	ethics	ethic	NOUN
cte-113	185	24	in	in	ADP
cte-113	185	25	ai	ai	PROPN
cte-113	185	26	,	,	PUNCT
cte-113	185	27	internet	internet	NOUN
cte-113	185	28	of	of	ADP
cte-113	185	29	things	thing	NOUN
cte-113	185	30	(	(	PUNCT
cte-113	185	31	figure	figure	NOUN
cte-113	185	32	6	6	NUM
cte-113	185	33	)	)	PUNCT
cte-113	185	34	.	.	PUNCT
cte-113	186	1	•	•	NUM
cte-113	186	2	teachable	teachable	ADJ
cte-113	186	3	machine	machine	NOUN
cte-113	186	4	–	–	PUNCT
cte-113	186	5	a	a	DET
cte-113	186	6	service	service	NOUN
cte-113	186	7	from	from	ADP
cte-113	186	8	google	google	PROPN
cte-113	186	9	[	[	X
cte-113	186	10	24	24	NUM
cte-113	186	11	]	]	PUNCT
cte-113	186	12	.	.	PUNCT
cte-113	187	1	it	it	PRON
cte-113	187	2	can	can	AUX
cte-113	187	3	recognize	recognize	VERB
cte-113	187	4	images	image	NOUN
cte-113	187	5	,	,	PUNCT
cte-113	187	6	voice	voice	NOUN
cte-113	187	7	commands	command	NOUN
cte-113	187	8	,	,	PUNCT
cte-113	187	9	human	human	ADJ
cte-113	187	10	movements	movement	NOUN
cte-113	187	11	(	(	PUNCT
cte-113	187	12	figure	figure	NOUN
cte-113	187	13	7	7	NUM
cte-113	187	14	)	)	PUNCT
cte-113	187	15	.	.	PUNCT
cte-113	188	1	177	177	NUM
cte-113	188	2	cte	cte	NOUN
cte-113	188	3	workshop	workshop	NOUN
cte-113	188	4	proceedings	proceeding	NOUN
cte-113	188	5	,	,	PUNCT
cte-113	188	6	2022	2022	NUM
cte-113	188	7	,	,	PUNCT
cte-113	188	8	vol	vol	NOUN
cte-113	188	9	.	.	NOUN
cte-113	188	10	9	9	NUM
cte-113	188	11	:	:	PUNCT
cte-113	188	12	cte-2021	cte-2021	NOUN
cte-113	188	13	,	,	PUNCT
cte-113	188	14	pp	pp	ADJ
cte-113	188	15	.	.	PUNCT
cte-113	189	1	170	170	NUM
cte-113	189	2	-	-	SYM
cte-113	189	3	183	183	NUM
cte-113	189	4	figure	figure	NOUN
cte-113	189	5	4	4	NUM
cte-113	189	6	:	:	PUNCT
cte-113	189	7	results	result	NOUN
cte-113	189	8	of	of	ADP
cte-113	189	9	quickdraw	quickdraw	NOUN
cte-113	189	10	.	.	PUNCT
cte-113	190	1	figure	figure	NOUN
cte-113	190	2	5	5	NUM
cte-113	190	3	:	:	PUNCT
cte-113	190	4	ai	ai	VERB
cte-113	190	5	tools	tool	NOUN
cte-113	190	6	.	.	PUNCT
cte-113	191	1	all	all	DET
cte-113	191	2	these	these	DET
cte-113	191	3	services	service	NOUN
cte-113	191	4	are	be	AUX
cte-113	191	5	free	free	ADJ
cte-113	191	6	and	and	CCONJ
cte-113	191	7	can	can	AUX
cte-113	191	8	be	be	AUX
cte-113	191	9	used	use	VERB
cte-113	191	10	during	during	ADP
cte-113	191	11	the	the	DET
cte-113	191	12	lesson	lesson	NOUN
cte-113	191	13	.	.	PUNCT
cte-113	192	1	the	the	DET
cte-113	192	2	only	only	ADJ
cte-113	192	3	requirement	requirement	NOUN
cte-113	192	4	is	be	AUX
cte-113	192	5	sufficient	sufficient	ADJ
cte-113	192	6	power	power	NOUN
cte-113	192	7	of	of	ADP
cte-113	192	8	the	the	DET
cte-113	192	9	device	device	NOUN
cte-113	192	10	to	to	PART
cte-113	192	11	stream	stream	VERB
cte-113	192	12	video	video	NOUN
cte-113	192	13	.	.	PUNCT
cte-113	193	1	also	also	ADV
cte-113	193	2	,	,	PUNCT
cte-113	193	3	these	these	DET
cte-113	193	4	resources	resource	NOUN
cte-113	193	5	work	work	VERB
cte-113	193	6	in	in	ADP
cte-113	193	7	the	the	DET
cte-113	193	8	same	same	ADJ
cte-113	193	9	way	way	NOUN
cte-113	193	10	:	:	PUNCT
cte-113	193	11	first	first	ADV
cte-113	193	12	you	you	PRON
cte-113	193	13	need	need	VERB
cte-113	193	14	to	to	PART
cte-113	193	15	collect	collect	VERB
cte-113	193	16	a	a	DET
cte-113	193	17	dataset	dataset	NOUN
cte-113	193	18	of	of	ADP
cte-113	193	19	images	image	NOUN
cte-113	193	20	,	,	PUNCT
cte-113	193	21	then	then	ADV
cte-113	193	22	teach	teach	VERB
cte-113	193	23	,	,	PUNCT
cte-113	193	24	then	then	ADV
cte-113	193	25	use	use	VERB
cte-113	193	26	for	for	ADP
cte-113	193	27	recognition	recognition	NOUN
cte-113	193	28	(	(	PUNCT
cte-113	193	29	figure	figure	NOUN
cte-113	193	30	8)	8)	NUM
cte-113	193	31	.	.	PUNCT
cte-113	194	1	these	these	DET
cte-113	194	2	services	service	NOUN
cte-113	194	3	are	be	AUX
cte-113	194	4	suitable	suitable	ADJ
cte-113	194	5	for	for	ADP
cte-113	194	6	the	the	DET
cte-113	194	7	second	second	ADJ
cte-113	194	8	stage	stage	NOUN
cte-113	194	9	of	of	ADP
cte-113	194	10	training	training	NOUN
cte-113	194	11	.	.	PUNCT
cte-113	195	1	they	they	PRON
cte-113	195	2	allow	allow	VERB
cte-113	195	3	creating	create	VERB
cte-113	195	4	a	a	DET
cte-113	195	5	full	full	ADV
cte-113	195	6	-	-	PUNCT
cte-113	195	7	featured	feature	VERB
cte-113	195	8	program	program	NOUN
cte-113	195	9	without	without	ADP
cte-113	195	10	a	a	DET
cte-113	195	11	deep	deep	ADJ
cte-113	195	12	knowledge	knowledge	NOUN
cte-113	195	13	of	of	ADP
cte-113	195	14	the	the	DET
cte-113	195	15	mathematical	mathematical	ADJ
cte-113	195	16	foundations	foundation	NOUN
cte-113	195	17	of	of	ADP
cte-113	195	18	ai	ai	NOUN
cte-113	195	19	and	and	CCONJ
cte-113	195	20	programming	programming	NOUN
cte-113	195	21	.	.	PUNCT
cte-113	196	1	178	178	NUM
cte-113	196	2	cte	cte	NOUN
cte-113	196	3	workshop	workshop	NOUN
cte-113	196	4	proceedings	proceeding	NOUN
cte-113	196	5	,	,	PUNCT
cte-113	196	6	2022	2022	NUM
cte-113	196	7	,	,	PUNCT
cte-113	196	8	vol	vol	NOUN
cte-113	196	9	.	.	NOUN
cte-113	196	10	9	9	NUM
cte-113	196	11	:	:	PUNCT
cte-113	196	12	cte-2021	cte-2021	NOUN
cte-113	196	13	,	,	PUNCT
cte-113	196	14	pp	pp	ADJ
cte-113	196	15	.	.	PUNCT
cte-113	197	1	170	170	NUM
cte-113	197	2	-	-	SYM
cte-113	197	3	183	183	NUM
cte-113	197	4	figure	figure	NOUN
cte-113	197	5	6	6	NUM
cte-113	197	6	:	:	PUNCT
cte-113	197	7	pictoblox	pictoblox	NOUN
cte-113	197	8	screens	screen	NOUN
cte-113	197	9	.	.	PUNCT
cte-113	198	1	figure	figure	VERB
cte-113	198	2	7	7	NUM
cte-113	198	3	:	:	PUNCT
cte-113	198	4	teachable	teachable	ADJ
cte-113	198	5	machine	machine	NOUN
cte-113	198	6	capabilities	capability	NOUN
cte-113	198	7	.	.	PUNCT
cte-113	199	1	at	at	ADP
cte-113	199	2	this	this	DET
cte-113	199	3	stage	stage	NOUN
cte-113	199	4	,	,	PUNCT
cte-113	199	5	students	student	NOUN
cte-113	199	6	gain	gain	VERB
cte-113	199	7	an	an	DET
cte-113	199	8	understanding	understanding	NOUN
cte-113	199	9	of	of	ADP
cte-113	199	10	the	the	DET
cte-113	199	11	network	network	NOUN
cte-113	199	12	training	training	NOUN
cte-113	199	13	process	process	NOUN
cte-113	199	14	,	,	PUNCT
cte-113	199	15	understand	understand	VERB
cte-113	199	16	the	the	DET
cte-113	199	17	importance	importance	NOUN
cte-113	199	18	of	of	ADP
cte-113	199	19	the	the	DET
cte-113	199	20	dataset	dataset	NOUN
cte-113	199	21	and	and	CCONJ
cte-113	199	22	the	the	DET
cte-113	199	23	size	size	NOUN
cte-113	199	24	of	of	ADP
cte-113	199	25	the	the	DET
cte-113	199	26	data	datum	NOUN
cte-113	199	27	sample	sample	NOUN
cte-113	199	28	.	.	PUNCT
cte-113	200	1	the	the	DET
cte-113	200	2	third	third	ADJ
cte-113	200	3	training	training	NOUN
cte-113	200	4	stage	stage	NOUN
cte-113	200	5	is	be	AUX
cte-113	200	6	the	the	DET
cte-113	200	7	transition	transition	NOUN
cte-113	200	8	to	to	ADP
cte-113	200	9	programming	programming	NOUN
cte-113	200	10	.	.	PUNCT
cte-113	201	1	it	it	PRON
cte-113	201	2	is	be	AUX
cte-113	201	3	aimed	aim	VERB
cte-113	201	4	at	at	ADP
cte-113	201	5	mastering	master	VERB
cte-113	201	6	the	the	DET
cte-113	201	7	fundamentals	fundamental	NOUN
cte-113	201	8	of	of	ADP
cte-113	201	9	algorithmization	algorithmization	NOUN
cte-113	201	10	and	and	CCONJ
cte-113	201	11	programming	programming	NOUN
cte-113	201	12	[	[	X
cte-113	201	13	10	10	NUM
cte-113	201	14	,	,	PUNCT
cte-113	201	15	22	22	NUM
cte-113	201	16	]	]	PUNCT
cte-113	201	17	.	.	PUNCT
cte-113	202	1	kaggle	kaggle	PROPN
cte-113	202	2	is	be	AUX
cte-113	202	3	a	a	DET
cte-113	202	4	platform	platform	NOUN
cte-113	202	5	for	for	ADP
cte-113	202	6	analytics	analytic	NOUN
cte-113	202	7	and	and	CCONJ
cte-113	202	8	predictive	predictive	ADJ
cte-113	202	9	modeling	modeling	NOUN
cte-113	202	10	competitions	competition	NOUN
cte-113	202	11	[	[	X
cte-113	202	12	4	4	NUM
cte-113	202	13	,	,	PUNCT
cte-113	202	14	9	9	NUM
cte-113	202	15	,	,	PUNCT
cte-113	202	16	17	17	NUM
cte-113	202	17	]	]	PUNCT
cte-113	202	18	can	can	AUX
cte-113	202	19	be	be	AUX
cte-113	202	20	used	use	VERB
cte-113	202	21	to	to	PART
cte-113	202	22	support	support	VERB
cte-113	202	23	this	this	DET
cte-113	202	24	stage	stage	NOUN
cte-113	202	25	(	(	PUNCT
cte-113	202	26	figure	figure	NOUN
cte-113	202	27	9	9	NUM
cte-113	202	28	)	)	PUNCT
cte-113	202	29	.	.	PUNCT
cte-113	203	1	on	on	ADP
cte-113	203	2	the	the	DET
cte-113	203	3	platform	platform	NOUN
cte-113	203	4	you	you	PRON
cte-113	203	5	can	can	AUX
cte-113	203	6	create	create	VERB
cte-113	203	7	your	your	PRON
cte-113	203	8	own	own	ADJ
cte-113	203	9	laptops	laptop	NOUN
cte-113	203	10	with	with	ADP
cte-113	203	11	algorithms	algorithm	NOUN
cte-113	203	12	and	and	CCONJ
cte-113	203	13	participate	participate	VERB
cte-113	203	14	in	in	ADP
cte-113	203	15	competitions	competition	NOUN
cte-113	203	16	on	on	ADP
cte-113	203	17	big	big	ADJ
cte-113	203	18	data	datum	NOUN
cte-113	203	19	.	.	PUNCT
cte-113	204	1	179	179	NUM
cte-113	204	2	cte	cte	NOUN
cte-113	204	3	workshop	workshop	NOUN
cte-113	204	4	proceedings	proceeding	NOUN
cte-113	204	5	,	,	PUNCT
cte-113	204	6	2022	2022	NUM
cte-113	204	7	,	,	PUNCT
cte-113	204	8	vol	vol	NOUN
cte-113	204	9	.	.	NOUN
cte-113	204	10	9	9	NUM
cte-113	204	11	:	:	PUNCT
cte-113	204	12	cte-2021	cte-2021	NOUN
cte-113	204	13	,	,	PUNCT
cte-113	204	14	pp	pp	ADJ
cte-113	204	15	.	.	PUNCT
cte-113	205	1	170	170	NUM
cte-113	205	2	-	-	SYM
cte-113	205	3	183	183	NUM
cte-113	205	4	figure	figure	NOUN
cte-113	205	5	8	8	NUM
cte-113	205	6	:	:	PUNCT
cte-113	205	7	the	the	DET
cte-113	205	8	example	example	NOUN
cte-113	205	9	of	of	ADP
cte-113	205	10	the	the	DET
cte-113	205	11	image	image	NOUN
cte-113	205	12	recognition	recognition	NOUN
cte-113	205	13	system	system	NOUN
cte-113	205	14	learning	learn	VERB
cte-113	205	15	.	.	PUNCT
cte-113	206	1	figure	figure	VERB
cte-113	206	2	9	9	NUM
cte-113	206	3	:	:	PUNCT
cte-113	206	4	the	the	DET
cte-113	206	5	start	start	NOUN
cte-113	206	6	page	page	NOUN
cte-113	206	7	of	of	ADP
cte-113	206	8	the	the	DET
cte-113	206	9	competition	competition	NOUN
cte-113	206	10	“	"	PUNCT
cte-113	206	11	titanic	titanic	ADJ
cte-113	206	12	machine	machine	NOUN
cte-113	206	13	learning	learning	NOUN
cte-113	206	14	from	from	ADP
cte-113	206	15	disaster	disaster	NOUN
cte-113	206	16	”	"	PUNCT
cte-113	206	17	.	.	PUNCT
cte-113	207	1	5	5	X
cte-113	207	2	.	.	X
cte-113	207	3	conclusions	conclusion	NOUN
cte-113	207	4	and	and	CCONJ
cte-113	207	5	prospects	prospect	NOUN
cte-113	207	6	for	for	ADP
cte-113	207	7	further	further	ADJ
cte-113	207	8	research	research	NOUN
cte-113	207	9	technologies	technology	NOUN
cte-113	207	10	are	be	AUX
cte-113	207	11	changing	change	VERB
cte-113	207	12	and	and	CCONJ
cte-113	207	13	countries	country	NOUN
cte-113	207	14	are	be	AUX
cte-113	207	15	trying	try	VERB
cte-113	207	16	to	to	PART
cte-113	207	17	anticipate	anticipate	VERB
cte-113	207	18	their	their	PRON
cte-113	207	19	development	development	NOUN
cte-113	207	20	and	and	CCONJ
cte-113	207	21	regulate	regulate	VERB
cte-113	207	22	them	they	PRON
cte-113	207	23	by	by	ADP
cte-113	207	24	standards	standard	NOUN
cte-113	207	25	.	.	PUNCT
cte-113	208	1	it	it	PRON
cte-113	208	2	also	also	ADV
cte-113	208	3	forces	force	VERB
cte-113	208	4	the	the	DET
cte-113	208	5	economy	economy	NOUN
cte-113	208	6	to	to	PART
cte-113	208	7	move	move	VERB
cte-113	208	8	in	in	ADP
cte-113	208	9	the	the	DET
cte-113	208	10	extensional	extensional	ADJ
cte-113	208	11	direction	direction	NOUN
cte-113	208	12	of	of	ADP
cte-113	208	13	development	development	NOUN
cte-113	208	14	and	and	CCONJ
cte-113	208	15	to	to	PART
cte-113	208	16	look	look	VERB
cte-113	208	17	for	for	ADP
cte-113	208	18	workers	worker	NOUN
cte-113	208	19	who	who	PRON
cte-113	208	20	are	be	AUX
cte-113	208	21	knowledgeable	knowledgeable	ADJ
cte-113	208	22	in	in	ADP
cte-113	208	23	technology	technology	NOUN
cte-113	208	24	and	and	CCONJ
cte-113	208	25	technologically	technologically	ADV
cte-113	208	26	literate	literate	ADJ
cte-113	208	27	.	.	PUNCT
cte-113	209	1	it	it	PRON
cte-113	209	2	does	do	AUX
cte-113	209	3	not	not	PART
cte-113	209	4	mean	mean	VERB
cte-113	209	5	the	the	DET
cte-113	209	6	ability	ability	NOUN
cte-113	209	7	to	to	PART
cte-113	209	8	“	"	PUNCT
cte-113	209	9	program	program	VERB
cte-113	209	10	”	"	PUNCT
cte-113	209	11	.	.	PUNCT
cte-113	210	1	it	it	PRON
cte-113	210	2	means	mean	VERB
cte-113	210	3	understanding	understand	VERB
cte-113	210	4	the	the	DET
cte-113	210	5	principles	principle	NOUN
cte-113	210	6	of	of	ADP
cte-113	210	7	operation	operation	NOUN
cte-113	210	8	and	and	CCONJ
cte-113	210	9	using	use	VERB
cte-113	210	10	technology	technology	NOUN
cte-113	210	11	as	as	ADV
cte-113	210	12	effectively	effectively	ADV
cte-113	210	13	as	as	ADP
cte-113	210	14	possible	possible	ADJ
cte-113	210	15	.	.	PUNCT
cte-113	211	1	in	in	ADP
cte-113	211	2	examples	example	NOUN
cte-113	211	3	of	of	ADP
cte-113	211	4	daily	daily	ADJ
cte-113	211	5	activities	activity	NOUN
cte-113	211	6	,	,	PUNCT
cte-113	211	7	we	we	PRON
cte-113	211	8	see	see	VERB
cte-113	211	9	180	180	NUM
cte-113	211	10	cte	cte	NOUN
cte-113	211	11	workshop	workshop	NOUN
cte-113	211	12	proceedings	proceeding	NOUN
cte-113	211	13	,	,	PUNCT
cte-113	211	14	2022	2022	NUM
cte-113	211	15	,	,	PUNCT
cte-113	211	16	vol	vol	NOUN
cte-113	211	17	.	.	NOUN
cte-113	212	1	9	9	NUM
cte-113	212	2	:	:	PUNCT
cte-113	212	3	cte-2021	cte-2021	NOUN
cte-113	212	4	,	,	PUNCT
cte-113	212	5	pp	pp	ADJ
cte-113	212	6	.	.	PUNCT
cte-113	213	1	170	170	NUM
cte-113	213	2	-	-	SYM
cte-113	213	3	183	183	NUM
cte-113	213	4	manifestations	manifestation	NOUN
cte-113	213	5	of	of	ADP
cte-113	213	6	chatbots	chatbot	NOUN
cte-113	213	7	,	,	PUNCT
cte-113	213	8	neural	neural	ADJ
cte-113	213	9	networks	network	NOUN
cte-113	213	10	,	,	PUNCT
cte-113	213	11	machine	machine	NOUN
cte-113	213	12	learning	learning	NOUN
cte-113	213	13	.	.	PUNCT
cte-113	214	1	so	so	ADV
cte-113	214	2	far	far	ADV
cte-113	214	3	,	,	PUNCT
cte-113	214	4	these	these	DET
cte-113	214	5	technologies	technology	NOUN
cte-113	214	6	are	be	AUX
cte-113	214	7	in	in	ADP
cte-113	214	8	a	a	DET
cte-113	214	9	disparate	disparate	ADJ
cte-113	214	10	state	state	NOUN
cte-113	214	11	.	.	PUNCT
cte-113	215	1	but	but	CCONJ
cte-113	215	2	in	in	ADP
cte-113	215	3	the	the	DET
cte-113	215	4	future	future	NOUN
cte-113	215	5	we	we	PRON
cte-113	215	6	expect	expect	VERB
cte-113	215	7	their	their	PRON
cte-113	215	8	integration	integration	NOUN
cte-113	215	9	and	and	CCONJ
cte-113	215	10	interaction	interaction	NOUN
cte-113	215	11	–	–	PUNCT
cte-113	215	12	the	the	DET
cte-113	215	13	development	development	NOUN
cte-113	215	14	of	of	ADP
cte-113	215	15	so	so	ADV
cte-113	215	16	-	-	PUNCT
cte-113	215	17	called	call	VERB
cte-113	215	18	“	"	PUNCT
cte-113	215	19	strong	strong	ADJ
cte-113	215	20	intelligence	intelligence	NOUN
cte-113	215	21	”	"	PUNCT
cte-113	216	1	[	[	X
cte-113	216	2	1	1	NUM
cte-113	216	3	]	]	PUNCT
cte-113	216	4	.	.	PUNCT
cte-113	217	1	being	be	AUX
cte-113	217	2	able	able	ADJ
cte-113	217	3	to	to	PART
cte-113	217	4	recognize	recognize	VERB
cte-113	217	5	their	their	PRON
cte-113	217	6	work	work	NOUN
cte-113	217	7	,	,	PUNCT
cte-113	217	8	know	know	VERB
cte-113	217	9	the	the	DET
cte-113	217	10	principles	principle	NOUN
cte-113	217	11	of	of	ADP
cte-113	217	12	their	their	PRON
cte-113	217	13	operation	operation	NOUN
cte-113	217	14	,	,	PUNCT
cte-113	217	15	predict	predict	VERB
cte-113	217	16	the	the	DET
cte-113	217	17	consequences	consequence	NOUN
cte-113	217	18	of	of	ADP
cte-113	217	19	use	use	NOUN
cte-113	217	20	,	,	PUNCT
cte-113	217	21	consciously	consciously	ADV
cte-113	217	22	use	use	VERB
cte-113	217	23	–	–	PUNCT
cte-113	217	24	this	this	PRON
cte-113	217	25	is	be	AUX
cte-113	217	26	a	a	DET
cte-113	217	27	non	non	ADJ
cte-113	217	28	-	-	ADJ
cte-113	217	29	exhaustive	exhaustive	ADJ
cte-113	217	30	list	list	NOUN
cte-113	217	31	of	of	ADP
cte-113	217	32	what	what	PRON
cte-113	217	33	should	should	AUX
cte-113	217	34	be	be	AUX
cte-113	217	35	able	able	ADJ
cte-113	217	36	to	to	ADP
cte-113	217	37	a	a	DET
cte-113	217	38	person	person	NOUN
cte-113	217	39	familiar	familiar	ADJ
cte-113	217	40	with	with	ADP
cte-113	217	41	the	the	DET
cte-113	217	42	technologies	technology	NOUN
cte-113	217	43	of	of	ADP
cte-113	217	44	artificial	artificial	ADJ
cte-113	217	45	intelligence	intelligence	NOUN
cte-113	217	46	.	.	PUNCT
cte-113	218	1	our	our	PRON
cte-113	218	2	task	task	NOUN
cte-113	218	3	was	be	AUX
cte-113	218	4	to	to	PART
cte-113	218	5	consider	consider	VERB
cte-113	218	6	the	the	DET
cte-113	218	7	available	available	ADJ
cte-113	218	8	cloud	cloud	NOUN
cte-113	218	9	resources	resource	NOUN
cte-113	218	10	that	that	PRON
cte-113	218	11	allow	allow	VERB
cte-113	218	12	classes	class	NOUN
cte-113	218	13	for	for	ADP
cte-113	218	14	students	student	NOUN
cte-113	218	15	of	of	ADP
cte-113	218	16	different	different	ADJ
cte-113	218	17	ages	age	NOUN
cte-113	218	18	and	and	CCONJ
cte-113	218	19	for	for	ADP
cte-113	218	20	different	different	ADJ
cte-113	218	21	classes	class	NOUN
cte-113	218	22	,	,	PUNCT
cte-113	218	23	not	not	PART
cte-113	218	24	only	only	ADV
cte-113	218	25	computer	computer	NOUN
cte-113	218	26	science	science	NOUN
cte-113	218	27	.	.	PUNCT
cte-113	219	1	we	we	PRON
cte-113	219	2	also	also	ADV
cte-113	219	3	found	find	VERB
cte-113	219	4	that	that	SCONJ
cte-113	219	5	some	some	PRON
cte-113	219	6	of	of	ADP
cte-113	219	7	these	these	DET
cte-113	219	8	tools	tool	NOUN
cte-113	219	9	are	be	AUX
cte-113	219	10	fairly	fairly	ADV
cte-113	219	11	easy	easy	ADJ
cte-113	219	12	to	to	PART
cte-113	219	13	use	use	VERB
cte-113	219	14	and	and	CCONJ
cte-113	219	15	can	can	AUX
cte-113	219	16	be	be	AUX
cte-113	219	17	used	use	VERB
cte-113	219	18	as	as	ADP
cte-113	219	19	a	a	DET
cte-113	219	20	means	means	NOUN
cte-113	219	21	of	of	ADP
cte-113	219	22	generating	generate	VERB
cte-113	219	23	tasks	task	NOUN
cte-113	219	24	in	in	ADP
cte-113	219	25	classes	class	NOUN
cte-113	219	26	in	in	ADP
cte-113	219	27	art	art	NOUN
cte-113	219	28	,	,	PUNCT
cte-113	219	29	ethics	ethic	NOUN
cte-113	219	30	,	,	PUNCT
cte-113	219	31	literature	literature	NOUN
cte-113	219	32	and	and	CCONJ
cte-113	219	33	other	other	ADJ
cte-113	219	34	school	school	NOUN
cte-113	219	35	subjects	subject	NOUN
cte-113	219	36	that	that	PRON
cte-113	219	37	are	be	AUX
cte-113	219	38	not	not	PART
cte-113	219	39	related	relate	VERB
cte-113	219	40	to	to	ADP
cte-113	219	41	the	the	DET
cte-113	219	42	natural	natural	ADJ
cte-113	219	43	sciences	science	NOUN
cte-113	219	44	.	.	PUNCT
cte-113	220	1	so	so	ADV
cte-113	220	2	,	,	PUNCT
cte-113	220	3	cloud	cloud	NOUN
cte-113	220	4	technologies	technology	NOUN
cte-113	220	5	allow	allow	VERB
cte-113	220	6	to	to	PART
cte-113	220	7	form	form	VERB
cte-113	220	8	technological	technological	ADJ
cte-113	220	9	literacy	literacy	NOUN
cte-113	220	10	in	in	ADP
cte-113	220	11	children	child	NOUN
cte-113	220	12	of	of	ADP
cte-113	220	13	an	an	DET
cte-113	220	14	early	early	ADJ
cte-113	220	15	school	school	NOUN
cte-113	220	16	age	age	NOUN
cte-113	220	17	.	.	PUNCT
cte-113	221	1	the	the	DET
cte-113	221	2	knowledge	knowledge	NOUN
cte-113	221	3	formation	formation	NOUN
cte-113	221	4	in	in	ADP
cte-113	221	5	fundamental	fundamental	ADJ
cte-113	221	6	subjects	subject	NOUN
cte-113	221	7	requires	require	VERB
cte-113	221	8	a	a	DET
cte-113	221	9	more	more	ADV
cte-113	221	10	formalized	formalize	VERB
cte-113	221	11	approach	approach	NOUN
cte-113	221	12	and	and	CCONJ
cte-113	221	13	performance	performance	NOUN
cte-113	221	14	of	of	ADP
cte-113	221	15	tasks	task	NOUN
cte-113	221	16	on	on	ADP
cte-113	221	17	large	large	ADJ
cte-113	221	18	data	datum	NOUN
cte-113	221	19	sets	set	NOUN
cte-113	221	20	.	.	PUNCT
cte-113	222	1	there	there	PRON
cte-113	222	2	are	be	VERB
cte-113	222	3	resources	resource	NOUN
cte-113	222	4	allowed	allow	VERB
cte-113	222	5	to	to	PART
cte-113	222	6	consider	consider	VERB
cte-113	222	7	the	the	DET
cte-113	222	8	construction	construction	NOUN
cte-113	222	9	and	and	CCONJ
cte-113	222	10	operation	operation	NOUN
cte-113	222	11	of	of	ADP
cte-113	222	12	artificial	artificial	ADJ
cte-113	222	13	intelligence	intelligence	NOUN
cte-113	222	14	algorithms	algorithm	NOUN
cte-113	222	15	.	.	PUNCT
cte-113	223	1	their	their	PRON
cte-113	223	2	analysis	analysis	NOUN
cte-113	223	3	and	and	CCONJ
cte-113	223	4	development	development	NOUN
cte-113	223	5	of	of	ADP
cte-113	223	6	a	a	DET
cte-113	223	7	course	course	NOUN
cte-113	223	8	for	for	ADP
cte-113	223	9	the	the	DET
cte-113	223	10	study	study	NOUN
cte-113	223	11	of	of	ADP
cte-113	223	12	artificial	artificial	ADJ
cte-113	223	13	intelligence	intelligence	NOUN
cte-113	223	14	for	for	ADP
cte-113	223	15	adolescents	adolescent	NOUN
cte-113	223	16	,	,	PUNCT
cte-113	223	17	the	the	DET
cte-113	223	18	purpose	purpose	NOUN
cte-113	223	19	of	of	ADP
cte-113	223	20	our	our	PRON
cte-113	223	21	next	next	ADJ
cte-113	223	22	research	research	NOUN
cte-113	223	23	.	.	PUNCT
cte-113	224	1	references	reference	NOUN
cte-113	224	2	[	[	X
cte-113	224	3	1	1	NUM
cte-113	224	4	]	]	SYM
cte-113	224	5	10–11	10–11	NUM
cte-113	224	6	grade	grade	NOUN
cte-113	224	7	.	.	PUNCT
cte-113	225	1	informatics	informatic	NOUN
cte-113	225	2	.	.	PUNCT
cte-113	226	1	artificial	artificial	ADJ
cte-113	226	2	intelligence	intelligence	NOUN
cte-113	226	3	,	,	PUNCT
cte-113	226	4	2021	2021	NUM
cte-113	226	5	.	.	PUNCT
cte-113	227	1	available	available	ADJ
cte-113	227	2	from	from	ADP
cte-113	227	3	:	:	PUNCT
cte-113	227	4	https://ukraine	https://ukraine	PROPN
cte-113	227	5	.	.	PUNCT
cte-113	227	6	learningpassport.unicef.org/#/course/58/item/513	learningpassport.unicef.org/#/course/58/item/513	PROPN
cte-113	227	7	.	.	PUNCT
cte-113	228	1	[	[	X
cte-113	228	2	2	2	NUM
cte-113	228	3	]	]	PUNCT
cte-113	228	4	agilo	agilo	ADJ
cte-113	228	5	research	research	PROPN
cte-113	228	6	pvt	pvt	PROPN
cte-113	228	7	.	.	PROPN
cte-113	228	8	ltd	ltd	PROPN
cte-113	228	9	.	.	PROPN
cte-113	228	10	,	,	PUNCT
cte-113	228	11	2020	2020	NUM
cte-113	228	12	.	.	PUNCT
cte-113	229	1	pictoblox	pictoblox	NOUN
cte-113	229	2	scratch	scratch	NOUN
cte-113	229	3	-	-	PUNCT
cte-113	229	4	based	base	VERB
cte-113	229	5	ai	ai	NOUN
cte-113	229	6	programming	programming	NOUN
cte-113	229	7	software	software	NOUN
cte-113	229	8	for	for	ADP
cte-113	229	9	kids	kid	NOUN
cte-113	229	10	.	.	PUNCT
cte-113	230	1	available	available	ADJ
cte-113	230	2	from	from	ADP
cte-113	230	3	:	:	PUNCT
cte-113	230	4	https://thestempedia.com/product/pictoblox	https://thestempedia.com/product/pictoblox	X
cte-113	230	5	.	.	PUNCT
cte-113	231	1	[	[	X
cte-113	231	2	3	3	NUM
cte-113	231	3	]	]	X
cte-113	231	4	cerqueira	cerqueira	PROPN
cte-113	231	5	,	,	PUNCT
cte-113	231	6	j.a	j.a	PROPN
cte-113	231	7	.	.	PROPN
cte-113	231	8	siqueira	siqueira	PROPN
cte-113	231	9	de	de	PROPN
cte-113	231	10	,	,	PUNCT
cte-113	231	11	acco	acco	PROPN
cte-113	231	12	tives	tives	PROPN
cte-113	231	13	,	,	PUNCT
cte-113	231	14	h.	h.	PROPN
cte-113	231	15	and	and	CCONJ
cte-113	231	16	dias	dias	PROPN
cte-113	231	17	canedo	canedo	PROPN
cte-113	231	18	,	,	PUNCT
cte-113	231	19	e.	e.	PROPN
cte-113	231	20	,	,	PUNCT
cte-113	231	21	2021	2021	NUM
cte-113	231	22	.	.	PUNCT
cte-113	232	1	ethical	ethical	ADJ
cte-113	232	2	guidelines	guideline	NOUN
cte-113	232	3	and	and	CCONJ
cte-113	232	4	principles	principle	NOUN
cte-113	232	5	in	in	ADP
cte-113	232	6	the	the	DET
cte-113	232	7	context	context	NOUN
cte-113	232	8	of	of	ADP
cte-113	232	9	artificial	artificial	ADJ
cte-113	232	10	intelligence	intelligence	NOUN
cte-113	232	11	.	.	PUNCT
cte-113	233	1	xvii	xvii	VERB
cte-113	233	2	brazilian	brazilian	ADJ
cte-113	233	3	symposium	symposium	NOUN
cte-113	233	4	on	on	ADP
cte-113	233	5	information	information	NOUN
cte-113	233	6	systems	system	NOUN
cte-113	233	7	.	.	PUNCT
cte-113	234	1	new	new	PROPN
cte-113	234	2	york	york	PROPN
cte-113	234	3	,	,	PUNCT
cte-113	234	4	ny	ny	PROPN
cte-113	234	5	,	,	PUNCT
cte-113	234	6	usa	usa	PROPN
cte-113	234	7	:	:	PUNCT
cte-113	234	8	association	association	NOUN
cte-113	234	9	for	for	ADP
cte-113	234	10	computing	computing	NOUN
cte-113	234	11	machinery	machinery	NOUN
cte-113	234	12	,	,	PUNCT
cte-113	234	13	sbsi	sbsi	NOUN
cte-113	234	14	2021	2021	NUM
cte-113	234	15	.	.	PUNCT
cte-113	235	1	available	available	ADJ
cte-113	235	2	from	from	ADP
cte-113	235	3	:	:	PUNCT
cte-113	235	4	https://doi.org/10.1145/3466933.3466969	https://doi.org/10.1145/3466933.3466969	PROPN
cte-113	235	5	.	.	PUNCT
cte-113	236	1	[	[	X
cte-113	236	2	4	4	NUM
cte-113	236	3	]	]	X
cte-113	236	4	chow	chow	PROPN
cte-113	236	5	,	,	PUNCT
cte-113	236	6	w.	w.	PROPN
cte-113	236	7	,	,	PUNCT
cte-113	236	8	2019	2019	NUM
cte-113	236	9	.	.	PUNCT
cte-113	237	1	a	a	DET
cte-113	237	2	pedagogy	pedagogy	NOUN
cte-113	237	3	that	that	PRON
cte-113	237	4	uses	use	VERB
cte-113	237	5	a	a	DET
cte-113	237	6	kaggle	kaggle	ADJ
cte-113	237	7	competition	competition	NOUN
cte-113	237	8	for	for	ADP
cte-113	237	9	teaching	teach	VERB
cte-113	237	10	machine	machine	NOUN
cte-113	237	11	learning	learning	NOUN
cte-113	237	12	:	:	PUNCT
cte-113	237	13	an	an	DET
cte-113	237	14	experience	experience	NOUN
cte-113	237	15	sharing	sharing	NOUN
cte-113	237	16	.	.	PUNCT
cte-113	238	1	2019	2019	NUM
cte-113	238	2	ieee	ieee	PROPN
cte-113	238	3	international	international	ADJ
cte-113	238	4	conference	conference	NOUN
cte-113	238	5	on	on	ADP
cte-113	238	6	engineering	engineering	NOUN
cte-113	238	7	,	,	PUNCT
cte-113	238	8	technology	technology	NOUN
cte-113	238	9	and	and	CCONJ
cte-113	238	10	education	education	NOUN
cte-113	238	11	(	(	PUNCT
cte-113	238	12	tale	tale	NOUN
cte-113	238	13	)	)	PUNCT
cte-113	238	14	.	.	PUNCT
cte-113	239	1	pp.1–5	pp.1–5	PROPN
cte-113	239	2	.	.	PUNCT
cte-113	239	3	available	available	ADJ
cte-113	239	4	from	from	ADP
cte-113	239	5	:	:	PUNCT
cte-113	239	6	https://doi.org/10.1109/tale48000.2019.9226005	https://doi.org/10.1109/tale48000.2019.9226005	NOUN
cte-113	239	7	.	.	PUNCT
cte-113	240	1	[	[	X
cte-113	240	2	5	5	X
cte-113	240	3	]	]	PUNCT
cte-113	240	4	the	the	DET
cte-113	240	5	concept	concept	NOUN
cte-113	240	6	of	of	ADP
cte-113	240	7	artificial	artificial	ADJ
cte-113	240	8	intelligence	intelligence	NOUN
cte-113	240	9	development	development	NOUN
cte-113	240	10	in	in	ADP
cte-113	240	11	ukraine	ukraine	NOUN
cte-113	240	12	,	,	PUNCT
cte-113	240	13	2020	2020	NUM
cte-113	240	14	.	.	PUNCT
cte-113	240	15	available	available	ADJ
cte-113	240	16	from	from	ADP
cte-113	240	17	:	:	PUNCT
cte-113	240	18	https://zakon.rada.gov.ua/laws/show/1556-2020-%d1%80#text	https://zakon.rada.gov.ua/laws/show/1556-2020-%d1%80#text	PROPN
cte-113	240	19	.	.	PUNCT
cte-113	241	1	[	[	X
cte-113	241	2	6	6	NUM
cte-113	241	3	]	]	PUNCT
cte-113	241	4	daily	daily	ADJ
cte-113	241	5	workshop	workshop	NOUN
cte-113	241	6	,	,	PUNCT
cte-113	241	7	2021	2021	NUM
cte-113	241	8	.	.	PUNCT
cte-113	242	1	available	available	ADJ
cte-113	242	2	from	from	ADP
cte-113	242	3	:	:	PUNCT
cte-113	242	4	https://raise.mit.edu/daily/ethicalmatrix.html	https://raise.mit.edu/daily/ethicalmatrix.html	X
cte-113	242	5	.	.	PUNCT
cte-113	243	1	[	[	X
cte-113	243	2	7	7	NUM
cte-113	243	3	]	]	SYM
cte-113	243	4	hagerty	hagerty	PROPN
cte-113	243	5	,	,	PUNCT
cte-113	243	6	a.	a.	NOUN
cte-113	243	7	and	and	CCONJ
cte-113	243	8	rubinov	rubinov	PROPN
cte-113	243	9	,	,	PUNCT
cte-113	243	10	i.	i.	NOUN
cte-113	243	11	,	,	PUNCT
cte-113	243	12	2019	2019	NUM
cte-113	243	13	.	.	PUNCT
cte-113	244	1	global	global	ADJ
cte-113	244	2	ai	ai	PROPN
cte-113	244	3	ethics	ethic	NOUN
cte-113	244	4	:	:	PUNCT
cte-113	244	5	a	a	DET
cte-113	244	6	review	review	NOUN
cte-113	244	7	of	of	ADP
cte-113	244	8	the	the	DET
cte-113	244	9	social	social	ADJ
cte-113	244	10	impacts	impact	NOUN
cte-113	244	11	and	and	CCONJ
cte-113	244	12	ethical	ethical	ADJ
cte-113	244	13	implications	implication	NOUN
cte-113	244	14	of	of	ADP
cte-113	244	15	artificial	artificial	ADJ
cte-113	244	16	intelligence	intelligence	NOUN
cte-113	244	17	.	.	PUNCT
cte-113	245	1	1907.07892	1907.07892	NOUN
cte-113	245	2	.	.	PUNCT
cte-113	246	1	[	[	X
cte-113	246	2	8	8	NUM
cte-113	246	3	]	]	PUNCT
cte-113	246	4	is	be	AUX
cte-113	246	5	emotion	emotion	NOUN
cte-113	246	6	recognition	recognition	NOUN
cte-113	246	7	technology	technology	NOUN
cte-113	246	8	“	"	PUNCT
cte-113	246	9	emojifying	emojifye	VERB
cte-113	246	10	”	"	PUNCT
cte-113	246	11	you	you	PRON
cte-113	246	12	?	?	PUNCT
cte-113	246	13	,	,	PUNCT
cte-113	246	14	2021	2021	NUM
cte-113	246	15	.	.	PUNCT
cte-113	247	1	available	available	ADJ
cte-113	247	2	from	from	ADP
cte-113	247	3	:	:	PUNCT
cte-113	247	4	https://emojify	https://emojify	PROPN
cte-113	247	5	.	.	PUNCT
cte-113	247	6	info	info	NOUN
cte-113	247	7	.	.	PUNCT
cte-113	248	1	[	[	X
cte-113	248	2	9	9	NUM
cte-113	248	3	]	]	PUNCT
cte-113	248	4	kaggle	kaggle	NOUN
cte-113	248	5	:	:	PUNCT
cte-113	248	6	your	your	PRON
cte-113	248	7	machine	machine	NOUN
cte-113	248	8	learning	learning	NOUN
cte-113	248	9	and	and	CCONJ
cte-113	248	10	data	datum	NOUN
cte-113	248	11	science	science	NOUN
cte-113	248	12	community	community	NOUN
cte-113	248	13	,	,	PUNCT
cte-113	248	14	2022	2022	NUM
cte-113	248	15	.	.	PUNCT
cte-113	249	1	available	available	ADJ
cte-113	249	2	from	from	ADP
cte-113	249	3	:	:	PUNCT
cte-113	249	4	https://www.kaggle.com	https://www.kaggle.com	X
cte-113	249	5	.	.	PUNCT
cte-113	250	1	[	[	X
cte-113	250	2	10	10	NUM
cte-113	250	3	]	]	X
cte-113	250	4	kushnir	kushnir	NOUN
cte-113	250	5	,	,	PUNCT
cte-113	250	6	n.o	n.o	PROPN
cte-113	250	7	.	.	PROPN
cte-113	250	8	and	and	CCONJ
cte-113	250	9	shakotko	shakotko	PROPN
cte-113	250	10	,	,	PUNCT
cte-113	250	11	v.v	v.v	PROPN
cte-113	250	12	.	.	PROPN
cte-113	250	13	,	,	PUNCT
cte-113	250	14	2019	2019	NUM
cte-113	250	15	.	.	PUNCT
cte-113	251	1	forming	form	VERB
cte-113	251	2	algorithmic	algorithmic	ADJ
cte-113	251	3	competencies	competency	NOUN
cte-113	251	4	of	of	ADP
cte-113	251	5	future	future	ADJ
cte-113	251	6	teachers	teacher	NOUN
cte-113	251	7	of	of	ADP
cte-113	251	8	informatics	informatic	NOUN
cte-113	251	9	at	at	ADP
cte-113	251	10	the	the	DET
cte-113	251	11	new	new	ADJ
cte-113	251	12	stage	stage	NOUN
cte-113	251	13	of	of	ADP
cte-113	251	14	educational	educational	ADJ
cte-113	251	15	development	development	NOUN
cte-113	251	16	.	.	PUNCT
cte-113	252	1	naukovyi	naukovyi	PROPN
cte-113	252	2	chasopys	chasopys	PROPN
cte-113	252	3	npu	npu	ADJ
cte-113	252	4	imeni	imeni	PROPN
cte-113	252	5	m.p	m.p	PROPN
cte-113	252	6	.	.	PROPN
cte-113	252	7	drahomanova	drahomanova	PROPN
cte-113	252	8	.	.	PUNCT
cte-113	253	1	seriia	seriia	VERB
cte-113	253	2	2	2	NUM
cte-113	253	3	.	.	PUNCT
cte-113	253	4	kompiuterno	kompiuterno	NOUN
cte-113	253	5	-	-	PUNCT
cte-113	253	6	oriientovani	oriientovani	NOUN
cte-113	253	7	systemy	systemy	NOUN
cte-113	253	8	navchannia	navchannia	NOUN
cte-113	253	9	,	,	PUNCT
cte-113	253	10	(	(	PUNCT
cte-113	253	11	21	21	NUM
cte-113	253	12	(	(	PUNCT
cte-113	253	13	28	28	NUM
cte-113	253	14	)	)	PUNCT
cte-113	253	15	)	)	PUNCT
cte-113	253	16	,	,	PUNCT
cte-113	253	17	p.83–92	p.83–92	NOUN
cte-113	253	18	.	.	PUNCT
cte-113	254	1	available	available	ADJ
cte-113	254	2	from	from	ADP
cte-113	254	3	:	:	PUNCT
cte-113	254	4	https://doi.org/10.31392/npu-nc.series2.2019.21(28).14	https://doi.org/10.31392/npu-nc.series2.2019.21(28).14	PROPN
cte-113	254	5	.	.	PUNCT
cte-113	255	1	[	[	X
cte-113	255	2	11	11	NUM
cte-113	255	3	]	]	X
cte-113	255	4	lin	lin	PROPN
cte-113	255	5	,	,	PUNCT
cte-113	255	6	p.	p.	NOUN
cte-113	255	7	and	and	CCONJ
cte-113	255	8	van	van	PROPN
cte-113	255	9	brummelen	brummelen	PROPN
cte-113	255	10	,	,	PUNCT
cte-113	255	11	j.	j.	PROPN
cte-113	255	12	,	,	PUNCT
cte-113	255	13	2021	2021	NUM
cte-113	255	14	.	.	PUNCT
cte-113	256	1	engaging	engage	VERB
cte-113	256	2	teachers	teacher	NOUN
cte-113	256	3	to	to	ADP
cte-113	256	4	co	co	VERB
cte-113	256	5	-	-	VERB
cte-113	256	6	design	design	ADJ
cte-113	256	7	integrated	integrate	VERB
cte-113	256	8	ai	ai	NOUN
cte-113	256	9	curriculum	curriculum	NOUN
cte-113	256	10	for	for	ADP
cte-113	256	11	k-12	k-12	PROPN
cte-113	256	12	classrooms	classroom	NOUN
cte-113	256	13	.	.	PUNCT
cte-113	257	1	proceedings	proceeding	NOUN
cte-113	257	2	of	of	ADP
cte-113	257	3	the	the	DET
cte-113	257	4	2021	2021	NUM
cte-113	257	5	chi	chi	PROPN
cte-113	257	6	conference	conference	NOUN
cte-113	257	7	on	on	ADP
cte-113	257	8	human	human	ADJ
cte-113	257	9	factors	factor	NOUN
cte-113	257	10	in	in	ADP
cte-113	257	11	181	181	NUM
cte-113	257	12	https://ukraine.learningpassport.unicef.org/#/course/58/item/513	https://ukraine.learningpassport.unicef.org/#/course/58/item/513	NOUN
cte-113	257	13	https://ukraine.learningpassport.unicef.org/#/course/58/item/513	https://ukraine.learningpassport.unicef.org/#/course/58/item/513	NOUN
cte-113	257	14	https://thestempedia.com/product/pictoblox	https://thestempedia.com/product/pictoblox	NOUN
cte-113	257	15	https://doi.org/10.1145/3466933.3466969	https://doi.org/10.1145/3466933.3466969	PROPN
cte-113	257	16	https://doi.org/10.1109/tale48000.2019.9226005	https://doi.org/10.1109/tale48000.2019.9226005	VERB
cte-113	257	17	https://zakon.rada.gov.ua/laws/show/1556-2020-%d1%80#text	https://zakon.rada.gov.ua/laws/show/1556-2020-%d1%80#text	PROPN
cte-113	257	18	https://raise.mit.edu/daily/ethicalmatrix.html	https://raise.mit.edu/daily/ethicalmatrix.html	PROPN
cte-113	257	19	1907.07892	1907.07892	NUM
cte-113	257	20	https://emojify.info	https://emojify.info	NOUN
cte-113	257	21	https://emojify.info	https://emojify.info	VERB
cte-113	257	22	https://www.kaggle.com	https://www.kaggle.com	X
cte-113	257	23	https://doi.org/10.31392/npu-nc.series2.2019.21(28).14	https://doi.org/10.31392/npu-nc.series2.2019.21(28).14	PROPN
cte-113	257	24	cte	cte	PROPN
cte-113	257	25	workshop	workshop	NOUN
cte-113	257	26	proceedings	proceeding	NOUN
cte-113	257	27	,	,	PUNCT
cte-113	257	28	2022	2022	NUM
cte-113	257	29	,	,	PUNCT
cte-113	257	30	vol	vol	NOUN
cte-113	257	31	.	.	NOUN
cte-113	258	1	9	9	NUM
cte-113	258	2	:	:	PUNCT
cte-113	258	3	cte-2021	cte-2021	NOUN
cte-113	258	4	,	,	PUNCT
cte-113	258	5	pp	pp	ADJ
cte-113	258	6	.	.	PUNCT
cte-113	259	1	170	170	NUM
cte-113	259	2	-	-	SYM
cte-113	259	3	183	183	NUM
cte-113	259	4	computing	computing	NOUN
cte-113	259	5	systems	system	NOUN
cte-113	259	6	.	.	PUNCT
cte-113	260	1	new	new	PROPN
cte-113	260	2	york	york	PROPN
cte-113	260	3	,	,	PUNCT
cte-113	260	4	ny	ny	PROPN
cte-113	260	5	,	,	PUNCT
cte-113	260	6	usa	usa	PROPN
cte-113	260	7	:	:	PUNCT
cte-113	260	8	association	association	NOUN
cte-113	260	9	for	for	ADP
cte-113	260	10	computing	computing	NOUN
cte-113	260	11	machinery	machinery	NOUN
cte-113	260	12	,	,	PUNCT
cte-113	260	13	chi	chi	PROPN
cte-113	260	14	’	'	PUNCT
cte-113	260	15	21	21	NUM
cte-113	260	16	.	.	PUNCT
cte-113	260	17	available	available	ADJ
cte-113	260	18	from	from	ADP
cte-113	260	19	:	:	PUNCT
cte-113	260	20	https://doi.org/10.1145/3411764.3445377	https://doi.org/10.1145/3411764.3445377	NOUN
cte-113	260	21	.	.	PUNCT
cte-113	261	1	[	[	X
cte-113	261	2	12	12	NUM
cte-113	261	3	]	]	PUNCT
cte-113	261	4	lubko	lubko	PROPN
cte-113	261	5	,	,	PUNCT
cte-113	261	6	d.v	d.v	PROPN
cte-113	261	7	.	.	PROPN
cte-113	262	1	and	and	CCONJ
cte-113	262	2	sharov	sharov	ADJ
cte-113	262	3	,	,	PUNCT
cte-113	262	4	s.v	s.v	PROPN
cte-113	262	5	.	.	PROPN
cte-113	262	6	,	,	PUNCT
cte-113	262	7	2019	2019	NUM
cte-113	262	8	.	.	PUNCT
cte-113	263	1	methods	method	NOUN
cte-113	263	2	and	and	CCONJ
cte-113	263	3	systems	system	NOUN
cte-113	263	4	of	of	ADP
cte-113	263	5	artificial	artificial	ADJ
cte-113	263	6	intelligence	intelligence	NOUN
cte-113	263	7	.	.	PUNCT
cte-113	264	1	melitopol	melitopol	NOUN
cte-113	264	2	:	:	PUNCT
cte-113	265	1	fop	fop	ADJ
cte-113	265	2	odnorog	odnorog	NOUN
cte-113	265	3	t.	t.	PROPN
cte-113	265	4	v.	v.	PROPN
cte-113	266	1	[	[	X
cte-113	266	2	13	13	NUM
cte-113	266	3	]	]	PUNCT
cte-113	266	4	markova	markova	X
cte-113	266	5	,	,	PUNCT
cte-113	266	6	o.	o.	PROPN
cte-113	266	7	,	,	PUNCT
cte-113	266	8	semerikov	semerikov	PROPN
cte-113	266	9	,	,	PUNCT
cte-113	266	10	s.	s.	PROPN
cte-113	266	11	and	and	CCONJ
cte-113	266	12	popel	popel	PROPN
cte-113	266	13	,	,	PUNCT
cte-113	266	14	m.	m.	NOUN
cte-113	266	15	,	,	PUNCT
cte-113	266	16	2018	2018	NUM
cte-113	266	17	.	.	PUNCT
cte-113	267	1	cocalc	cocalc	NOUN
cte-113	267	2	as	as	ADP
cte-113	267	3	a	a	DET
cte-113	267	4	learning	learn	VERB
cte-113	267	5	tool	tool	NOUN
cte-113	267	6	for	for	ADP
cte-113	267	7	neural	neural	ADJ
cte-113	267	8	network	network	NOUN
cte-113	267	9	simulation	simulation	NOUN
cte-113	267	10	in	in	ADP
cte-113	267	11	the	the	DET
cte-113	267	12	special	special	ADJ
cte-113	267	13	course	course	NOUN
cte-113	267	14	“	"	PUNCT
cte-113	267	15	foundations	foundation	NOUN
cte-113	267	16	of	of	ADP
cte-113	267	17	mathematic	mathematic	ADJ
cte-113	267	18	informatics	informatic	NOUN
cte-113	267	19	”	"	PUNCT
cte-113	267	20	.	.	PUNCT
cte-113	268	1	ceur	ceur	PROPN
cte-113	268	2	workshop	workshop	NOUN
cte-113	268	3	proceedings	proceeding	NOUN
cte-113	268	4	,	,	PUNCT
cte-113	268	5	2104	2104	NUM
cte-113	268	6	,	,	PUNCT
cte-113	268	7	pp.388–403	pp.388–403	NOUN
cte-113	268	8	.	.	PUNCT
cte-113	269	1	[	[	X
cte-113	269	2	14	14	NUM
cte-113	269	3	]	]	X
cte-113	269	4	mokin	mokin	PROPN
cte-113	269	5	,	,	PUNCT
cte-113	269	6	v.	v.	ADV
cte-113	269	7	,	,	PUNCT
cte-113	269	8	2021	2021	NUM
cte-113	269	9	.	.	PUNCT
cte-113	270	1	pryklad	pryklad	PROPN
cte-113	270	2	realnoi	realnoi	PROPN
cte-113	270	3	zadachi	zadachi	PROPN
cte-113	270	4	modeliuvannia	modeliuvannia	PROPN
cte-113	270	5	yakosti	yakosti	PROPN
cte-113	270	6	vody	vody	PROPN
cte-113	270	7	kurs	kurs	PROPN
cte-113	270	8	ai	ai	VERB
cte-113	270	9	-	-	PUNCT
cte-113	270	10	ml	ml	NOUN
cte-113	270	11	-	-	PUNCT
cte-113	270	12	ds	ds	ADJ
cte-113	270	13	training	training	NOUN
cte-113	270	14	.	.	PUNCT
cte-113	271	1	available	available	ADJ
cte-113	271	2	from	from	ADP
cte-113	271	3	:	:	PUNCT
cte-113	271	4	https://youtu.be/tmx17minvny	https://youtu.be/tmx17minvny	NOUN
cte-113	271	5	.	.	PUNCT
cte-113	272	1	[	[	X
cte-113	272	2	15	15	NUM
cte-113	272	3	]	]	X
cte-113	272	4	mokin	mokin	PROPN
cte-113	272	5	,	,	PUNCT
cte-113	272	6	v.	v.	ADV
cte-113	272	7	,	,	PUNCT
cte-113	272	8	2021	2021	NUM
cte-113	272	9	.	.	PUNCT
cte-113	273	1	river	river	NOUN
cte-113	273	2	water	water	NOUN
cte-113	273	3	quality	quality	NOUN
cte-113	273	4	eda	eda	PROPN
cte-113	273	5	and	and	CCONJ
cte-113	273	6	forecasting	forecast	VERB
cte-113	273	7	the	the	DET
cte-113	273	8	southern	southern	ADJ
cte-113	273	9	bug	bug	NOUN
cte-113	273	10	(	(	PUNCT
cte-113	273	11	pivdennyi	pivdennyi	PROPN
cte-113	273	12	booh	booh	PROPN
cte-113	273	13	)	)	PUNCT
cte-113	273	14	river	river	NOUN
cte-113	273	15	basin	basin	NOUN
cte-113	273	16	.	.	PUNCT
cte-113	274	1	available	available	ADJ
cte-113	274	2	from	from	ADP
cte-113	274	3	:	:	PUNCT
cte-113	274	4	https://www.kaggle.com/vbmokin/	https://www.kaggle.com/vbmokin/	PROPN
cte-113	274	5	wq	wq	ADJ
cte-113	274	6	-	-	PUNCT
cte-113	274	7	southern	southern	ADJ
cte-113	274	8	-	-	PUNCT
cte-113	274	9	bug	bug	NOUN
cte-113	274	10	-	-	PUNCT
cte-113	274	11	river-01052021	river-01052021	NOUN
cte-113	274	12	.	.	PUNCT
cte-113	275	1	[	[	X
cte-113	275	2	16	16	NUM
cte-113	275	3	]	]	SYM
cte-113	275	4	2021	2021	NUM
cte-113	275	5	.	.	PUNCT
cte-113	276	1	opinion	opinion	NOUN
cte-113	276	2	of	of	ADP
cte-113	276	3	the	the	DET
cte-113	276	4	european	european	ADJ
cte-113	276	5	economic	economic	ADJ
cte-113	276	6	and	and	CCONJ
cte-113	276	7	social	social	ADJ
cte-113	276	8	committee	committee	NOUN
cte-113	276	9	on	on	ADP
cte-113	276	10	proposal	proposal	NOUN
cte-113	276	11	for	for	ADP
cte-113	276	12	a	a	DET
cte-113	276	13	regulation	regulation	NOUN
cte-113	276	14	of	of	ADP
cte-113	276	15	the	the	DET
cte-113	276	16	european	european	ADJ
cte-113	276	17	parliament	parliament	NOUN
cte-113	276	18	and	and	CCONJ
cte-113	276	19	of	of	ADP
cte-113	276	20	the	the	DET
cte-113	276	21	council	council	NOUN
cte-113	276	22	laying	lay	VERB
cte-113	276	23	down	down	ADP
cte-113	276	24	harmonised	harmonise	VERB
cte-113	276	25	rules	rule	NOUN
cte-113	276	26	on	on	ADP
cte-113	276	27	artificial	artificial	ADJ
cte-113	276	28	intelligence	intelligence	NOUN
cte-113	276	29	(	(	PUNCT
cte-113	276	30	artificial	artificial	ADJ
cte-113	276	31	intelligence	intelligence	NOUN
cte-113	276	32	act	act	PROPN
cte-113	276	33	)	)	PUNCT
cte-113	276	34	and	and	CCONJ
cte-113	276	35	amending	amend	VERB
cte-113	276	36	certain	certain	ADJ
cte-113	276	37	union	union	NOUN
cte-113	276	38	legislative	legislative	ADJ
cte-113	276	39	acts	act	NOUN
cte-113	276	40	(	(	PUNCT
cte-113	276	41	com(2021	com(2021	PROPN
cte-113	276	42	)	)	PUNCT
cte-113	276	43	206	206	NUM
cte-113	276	44	final	final	ADJ
cte-113	276	45	—	—	PUNCT
cte-113	276	46	2021/106	2021/106	NUM
cte-113	276	47	(	(	PUNCT
cte-113	276	48	cod	cod	NOUN
cte-113	276	49	)	)	PUNCT
cte-113	276	50	)	)	PUNCT
cte-113	276	51	.	.	PUNCT
cte-113	277	1	official	official	ADJ
cte-113	277	2	journal	journal	NOUN
cte-113	277	3	of	of	ADP
cte-113	277	4	the	the	DET
cte-113	277	5	european	european	PROPN
cte-113	277	6	union	union	PROPN
cte-113	277	7	,	,	PUNCT
cte-113	277	8	517	517	NUM
cte-113	277	9	,	,	PUNCT
cte-113	277	10	p.61–66	p.61–66	NOUN
cte-113	277	11	.	.	PUNCT
cte-113	277	12	available	available	ADJ
cte-113	277	13	from	from	ADP
cte-113	277	14	:	:	PUNCT
cte-113	277	15	https://eur-lex.europa.eu/legal-content/en/txt/?uri=celex	https://eur-lex.europa.eu/legal-content/en/txt/?uri=celex	ADJ
cte-113	277	16	:	:	PUNCT
cte-113	277	17	52021ae2482	52021ae2482	NUM
cte-113	277	18	.	.	PUNCT
cte-113	278	1	[	[	X
cte-113	278	2	17	17	NUM
cte-113	278	3	]	]	X
cte-113	278	4	polak	polak	PROPN
cte-113	278	5	,	,	PUNCT
cte-113	278	6	j.	j.	PROPN
cte-113	278	7	and	and	CCONJ
cte-113	278	8	cook	cook	PROPN
cte-113	278	9	,	,	PUNCT
cte-113	278	10	d.	d.	PROPN
cte-113	278	11	,	,	PUNCT
cte-113	278	12	2021	2021	NUM
cte-113	278	13	.	.	PUNCT
cte-113	279	1	a	a	DET
cte-113	279	2	study	study	NOUN
cte-113	279	3	on	on	ADP
cte-113	279	4	student	student	NOUN
cte-113	279	5	performance	performance	NOUN
cte-113	279	6	,	,	PUNCT
cte-113	279	7	engagement	engagement	NOUN
cte-113	279	8	,	,	PUNCT
cte-113	279	9	and	and	CCONJ
cte-113	279	10	experience	experience	NOUN
cte-113	279	11	with	with	ADP
cte-113	279	12	kaggle	kaggle	ADJ
cte-113	279	13	inclass	inclass	ADJ
cte-113	279	14	data	datum	NOUN
cte-113	279	15	challenges	challenge	NOUN
cte-113	279	16	.	.	PUNCT
cte-113	280	1	journal	journal	NOUN
cte-113	280	2	of	of	ADP
cte-113	280	3	statistics	statistic	NOUN
cte-113	280	4	and	and	CCONJ
cte-113	280	5	data	datum	NOUN
cte-113	280	6	science	science	NOUN
cte-113	280	7	education	education	NOUN
cte-113	280	8	,	,	PUNCT
cte-113	280	9	29(1	29(1	NUM
cte-113	280	10	)	)	PUNCT
cte-113	280	11	,	,	PUNCT
cte-113	280	12	pp.63–70	pp.63–70	NOUN
cte-113	280	13	.	.	PUNCT
cte-113	281	1	available	available	ADJ
cte-113	281	2	from	from	ADP
cte-113	281	3	:	:	PUNCT
cte-113	281	4	https://doi.org/10.1080/10691898.2021.1892554	https://doi.org/10.1080/10691898.2021.1892554	PROPN
cte-113	281	5	.	.	PUNCT
cte-113	282	1	[	[	X
cte-113	282	2	18	18	NUM
cte-113	282	3	]	]	X
cte-113	282	4	quick	quick	ADJ
cte-113	282	5	,	,	PUNCT
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cte-113	285	7	]	]	SYM
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cte-113	285	42	.	.	PUNCT
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cte-113	290	5	,	,	PUNCT
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cte-113	304	14	-	-	PUNCT
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