id	sid	tid	token	lemma	pos
app01-4004	1	1	acta	acta	PROPN
app01-4004	1	2	polytechnica	polytechnica	PROPN
app01-4004	1	3	ctu	ctu	PROPN
app01-4004	1	4	proceedings	proceeding	NOUN
app01-4004	1	5	doi:10.14311	doi:10.14311	NOUN
app01-4004	1	6	/	/	SYM
app01-4004	1	7	app.2017.12.0001	app.2017.12.0001	PROPN
app01-4004	1	8	acta	acta	PROPN
app01-4004	1	9	polytechnica	polytechnica	PROPN
app01-4004	1	10	ctu	ctu	NOUN
app01-4004	1	11	proceedings	proceeding	NOUN
app01-4004	1	12	12:1–4	12:1–4	NUM
app01-4004	1	13	,	,	PUNCT
app01-4004	1	14	2017	2017	NUM
app01-4004	1	15	©	©	PROPN
app01-4004	1	16	czech	czech	PROPN
app01-4004	1	17	technical	technical	PROPN
app01-4004	1	18	university	university	PROPN
app01-4004	1	19	in	in	ADP
app01-4004	1	20	prague	prague	PROPN
app01-4004	1	21	,	,	PUNCT
app01-4004	1	22	2017	2017	NUM
app01-4004	1	23	available	available	ADJ
app01-4004	1	24	online	online	ADV
app01-4004	1	25	at	at	ADP
app01-4004	1	26	http://ojs.cvut.cz/ojs/index.php/app	http://ojs.cvut.cz/ojs/index.php/app	NOUN
app01-4004	1	27	an	an	DET
app01-4004	1	28	issue	issue	NOUN
app01-4004	1	29	of	of	ADP
app01-4004	1	30	intelligent	intelligent	ADJ
app01-4004	1	31	road	road	NOUN
app01-4004	1	32	transport	transport	NOUN
app01-4004	1	33	in	in	ADP
app01-4004	1	34	kazakhstan	kazakhstan	PROPN
app01-4004	1	35	kairatolla	kairatolla	PROPN
app01-4004	1	36	k.	k.	PROPN
app01-4004	1	37	abishev∗	abishev∗	PROPN
app01-4004	1	38	,	,	PUNCT
app01-4004	1	39	ruslan	ruslan	PROPN
app01-4004	1	40	b.	b.	PROPN
app01-4004	1	41	mukanov	mukanov	PROPN
app01-4004	1	42	,	,	PUNCT
app01-4004	1	43	asylbek	asylbek	PROPN
app01-4004	2	1	zh	zh	PROPN
app01-4004	2	2	.	.	PUNCT
app01-4004	2	3	kasenov	kasenov	PROPN
app01-4004	2	4	,	,	PUNCT
app01-4004	2	5	almagul	almagul	PROPN
app01-4004	2	6	n.	n.	PROPN
app01-4004	2	7	baltabekova	baltabekova	VERB
app01-4004	2	8	s.toraighyrov	s.toraighyrov	NUM
app01-4004	2	9	pavlodar	pavlodar	NOUN
app01-4004	2	10	state	state	PROPN
app01-4004	2	11	university	university	PROPN
app01-4004	2	12	,	,	PUNCT
app01-4004	2	13	pavlodar	pavlodar	NOUN
app01-4004	2	14	city	city	PROPN
app01-4004	2	15	,	,	PUNCT
app01-4004	2	16	republic	republic	NOUN
app01-4004	2	17	of	of	ADP
app01-4004	2	18	kazakhstan	kazakhstan	PROPN
app01-4004	2	19	∗	∗	PROPN
app01-4004	2	20	corresponding	correspond	VERB
app01-4004	2	21	author	author	NOUN
app01-4004	2	22	:	:	PUNCT
app01-4004	2	23	kairatolla76@gmail.com	kairatolla76@gmail.com	X
app01-4004	2	24	abstract	abstract	ADJ
app01-4004	2	25	.	.	PUNCT
app01-4004	3	1	the	the	DET
app01-4004	3	2	article	article	NOUN
app01-4004	3	3	reviewed	review	VERB
app01-4004	3	4	the	the	DET
app01-4004	3	5	road	road	NOUN
app01-4004	3	6	transport	transport	NOUN
app01-4004	3	7	sector	sector	NOUN
app01-4004	3	8	of	of	ADP
app01-4004	3	9	the	the	DET
app01-4004	3	10	republic	republic	NOUN
app01-4004	3	11	of	of	ADP
app01-4004	3	12	kazakhstan	kazakhstan	PROPN
app01-4004	3	13	and	and	CCONJ
app01-4004	3	14	found	find	VERB
app01-4004	3	15	a	a	DET
app01-4004	3	16	significant	significant	ADJ
app01-4004	3	17	role	role	NOUN
app01-4004	3	18	in	in	ADP
app01-4004	3	19	ensuring	ensure	VERB
app01-4004	3	20	road	road	NOUN
app01-4004	3	21	transport	transport	NOUN
app01-4004	3	22	of	of	ADP
app01-4004	3	23	freight	freight	NOUN
app01-4004	3	24	and	and	CCONJ
app01-4004	3	25	passengers	passenger	NOUN
app01-4004	3	26	.	.	PUNCT
app01-4004	4	1	shown	show	VERB
app01-4004	4	2	needs	need	NOUN
app01-4004	4	3	to	to	PART
app01-4004	4	4	improve	improve	VERB
app01-4004	4	5	the	the	DET
app01-4004	4	6	work	work	NOUN
app01-4004	4	7	of	of	ADP
app01-4004	4	8	transport	transport	NOUN
app01-4004	4	9	-	-	PUNCT
app01-4004	4	10	communication	communication	NOUN
app01-4004	4	11	complex	complex	NOUN
app01-4004	4	12	of	of	ADP
app01-4004	4	13	the	the	DET
app01-4004	4	14	republic	republic	NOUN
app01-4004	4	15	of	of	ADP
app01-4004	4	16	kazakhstan	kazakhstan	PROPN
app01-4004	4	17	on	on	ADP
app01-4004	4	18	the	the	DET
app01-4004	4	19	basis	basis	NOUN
app01-4004	4	20	of	of	ADP
app01-4004	4	21	using	use	VERB
app01-4004	4	22	the	the	DET
app01-4004	4	23	latest	late	ADJ
app01-4004	4	24	information	information	NOUN
app01-4004	4	25	and	and	CCONJ
app01-4004	4	26	communication	communication	NOUN
app01-4004	4	27	technologies	technology	NOUN
app01-4004	4	28	.	.	PUNCT
app01-4004	5	1	described	describe	VERB
app01-4004	5	2	advantages	advantage	NOUN
app01-4004	5	3	of	of	ADP
app01-4004	5	4	realization	realization	NOUN
app01-4004	5	5	of	of	ADP
app01-4004	5	6	several	several	ADJ
app01-4004	5	7	intellectual	intellectual	ADJ
app01-4004	5	8	transport	transport	NOUN
app01-4004	5	9	technologies	technology	NOUN
app01-4004	5	10	.	.	PUNCT
app01-4004	6	1	presented	present	VERB
app01-4004	6	2	modern	modern	ADJ
app01-4004	6	3	level	level	NOUN
app01-4004	6	4	of	of	ADP
app01-4004	6	5	using	use	VERB
app01-4004	6	6	satellite	satellite	NOUN
app01-4004	6	7	navigational	navigational	ADJ
app01-4004	6	8	systems	system	NOUN
app01-4004	6	9	on	on	ADP
app01-4004	6	10	the	the	DET
app01-4004	6	11	automobiles	automobile	NOUN
app01-4004	6	12	,	,	PUNCT
app01-4004	6	13	in	in	ADP
app01-4004	6	14	addition	addition	NOUN
app01-4004	6	15	written	write	VERB
app01-4004	6	16	some	some	DET
app01-4004	6	17	automation	automation	NOUN
app01-4004	6	18	and	and	CCONJ
app01-4004	6	19	informational	informational	ADJ
app01-4004	6	20	aspects	aspect	NOUN
app01-4004	6	21	of	of	ADP
app01-4004	6	22	controlling	control	VERB
app01-4004	6	23	transport	transport	NOUN
app01-4004	6	24	processes	process	NOUN
app01-4004	6	25	.	.	PUNCT
app01-4004	7	1	also	also	ADV
app01-4004	7	2	presented	present	VERB
app01-4004	7	3	measures	measure	NOUN
app01-4004	7	4	to	to	PART
app01-4004	7	5	solve	solve	VERB
app01-4004	7	6	technological	technological	ADJ
app01-4004	7	7	rearmament	rearmament	NOUN
app01-4004	7	8	problem	problem	NOUN
app01-4004	7	9	of	of	ADP
app01-4004	7	10	the	the	DET
app01-4004	7	11	republic	republic	NOUN
app01-4004	7	12	of	of	ADP
app01-4004	7	13	kazakhstan	kazakhstan	PROPN
app01-4004	7	14	.	.	PUNCT
app01-4004	8	1	keywords	keyword	NOUN
app01-4004	8	2	:	:	PUNCT
app01-4004	8	3	the	the	DET
app01-4004	8	4	republic	republic	NOUN
app01-4004	8	5	of	of	ADP
app01-4004	8	6	kazakhstan	kazakhstan	PROPN
app01-4004	8	7	,	,	PUNCT
app01-4004	8	8	automobile	automobile	NOUN
app01-4004	8	9	transport	transport	NOUN
app01-4004	8	10	,	,	PUNCT
app01-4004	8	11	intelligent	intelligent	ADJ
app01-4004	8	12	transport	transport	NOUN
app01-4004	8	13	systems	system	NOUN
app01-4004	8	14	,	,	PUNCT
app01-4004	8	15	dispatching	dispatch	VERB
app01-4004	8	16	system	system	NOUN
app01-4004	8	17	.	.	PUNCT
app01-4004	9	1	1	1	X
app01-4004	9	2	.	.	X
app01-4004	9	3	introduction	introduction	NOUN
app01-4004	9	4	the	the	DET
app01-4004	9	5	republic	republic	NOUN
app01-4004	9	6	of	of	ADP
app01-4004	9	7	kazakhstan	kazakhstan	PROPN
app01-4004	9	8	is	be	AUX
app01-4004	9	9	entering	enter	VERB
app01-4004	9	10	a	a	DET
app01-4004	9	11	new	new	ADJ
app01-4004	9	12	phase	phase	NOUN
app01-4004	9	13	in	in	ADP
app01-4004	9	14	the	the	DET
app01-4004	9	15	reform	reform	NOUN
app01-4004	9	16	of	of	ADP
app01-4004	9	17	its	its	PRON
app01-4004	9	18	economy	economy	NOUN
app01-4004	9	19	,	,	PUNCT
app01-4004	9	20	defining	define	VERB
app01-4004	9	21	the	the	DET
app01-4004	9	22	purpose	purpose	NOUN
app01-4004	9	23	a	a	DET
app01-4004	9	24	significant	significant	ADJ
app01-4004	9	25	increase	increase	NOUN
app01-4004	9	26	in	in	ADP
app01-4004	9	27	the	the	DET
app01-4004	9	28	efficiency	efficiency	NOUN
app01-4004	9	29	of	of	ADP
app01-4004	9	30	the	the	DET
app01-4004	9	31	national	national	PROPN
app01-4004	9	32	development	development	NOUN
app01-4004	9	33	system	system	NOUN
app01-4004	9	34	.	.	PUNCT
app01-4004	10	1	message	message	NOUN
app01-4004	10	2	from	from	ADP
app01-4004	10	3	the	the	DET
app01-4004	10	4	president	president	NOUN
app01-4004	10	5	of	of	ADP
app01-4004	10	6	the	the	DET
app01-4004	10	7	republic	republic	NOUN
app01-4004	10	8	of	of	ADP
app01-4004	10	9	kazakhstan	kazakhstan	PROPN
app01-4004	10	10	n.a	n.a	PROPN
app01-4004	10	11	.	.	PROPN
app01-4004	11	1	nazarbayev	nazarbayev	PROPN
app01-4004	11	2	to	to	ADP
app01-4004	11	3	the	the	DET
app01-4004	11	4	people	people	NOUN
app01-4004	11	5	has	have	AUX
app01-4004	11	6	become	become	VERB
app01-4004	11	7	a	a	DET
app01-4004	11	8	new	new	ADJ
app01-4004	11	9	strategic	strategic	ADJ
app01-4004	11	10	project	project	NOUN
app01-4004	11	11	on	on	ADP
app01-4004	11	12	the	the	DET
app01-4004	11	13	path	path	NOUN
app01-4004	11	14	of	of	ADP
app01-4004	11	15	accelerated	accelerate	VERB
app01-4004	11	16	development	development	NOUN
app01-4004	11	17	of	of	ADP
app01-4004	11	18	the	the	DET
app01-4004	11	19	national	national	ADJ
app01-4004	11	20	economy	economy	NOUN
app01-4004	11	21	,	,	PUNCT
app01-4004	11	22	in	in	ADP
app01-4004	11	23	close	close	ADJ
app01-4004	11	24	collaboration	collaboration	NOUN
app01-4004	11	25	with	with	ADP
app01-4004	11	26	the	the	DET
app01-4004	11	27	world	world	NOUN
app01-4004	11	28	of	of	ADP
app01-4004	11	29	the	the	DET
app01-4004	11	30	global	global	ADJ
app01-4004	11	31	economy	economy	NOUN
app01-4004	11	32	.	.	PUNCT
app01-4004	12	1	presenting	present	VERB
app01-4004	12	2	in	in	ADP
app01-4004	12	3	his	his	PRON
app01-4004	12	4	letter	letter	NOUN
app01-4004	12	5	deeply	deeply	ADV
app01-4004	12	6	thoughtful	thoughtful	ADJ
app01-4004	12	7	and	and	CCONJ
app01-4004	12	8	detail	detail	NOUN
app01-4004	12	9	-	-	PUNCT
app01-4004	12	10	calculated	calculate	VERB
app01-4004	12	11	economic	economic	ADJ
app01-4004	12	12	and	and	CCONJ
app01-4004	12	13	social	social	ADJ
app01-4004	12	14	strategy	strategy	NOUN
app01-4004	12	15	for	for	ADP
app01-4004	12	16	the	the	DET
app01-4004	12	17	further	further	ADJ
app01-4004	12	18	successful	successful	ADJ
app01-4004	12	19	movement	movement	NOUN
app01-4004	12	20	of	of	ADP
app01-4004	12	21	the	the	DET
app01-4004	12	22	people	people	NOUN
app01-4004	12	23	of	of	ADP
app01-4004	12	24	kazakhstan	kazakhstan	PROPN
app01-4004	12	25	to	to	ADP
app01-4004	12	26	the	the	DET
app01-4004	12	27	prosperity	prosperity	NOUN
app01-4004	12	28	,	,	PUNCT
app01-4004	12	29	peace	peace	NOUN
app01-4004	12	30	and	and	CCONJ
app01-4004	12	31	the	the	DET
app01-4004	12	32	achievement	achievement	NOUN
app01-4004	12	33	of	of	ADP
app01-4004	12	34	higher	high	ADJ
app01-4004	12	35	goals	goal	NOUN
app01-4004	12	36	,	,	PUNCT
app01-4004	12	37	the	the	DET
app01-4004	12	38	president	president	NOUN
app01-4004	12	39	gave	give	VERB
app01-4004	12	40	her	she	PRON
app01-4004	12	41	the	the	DET
app01-4004	12	42	name	name	NOUN
app01-4004	12	43	of	of	ADP
app01-4004	12	44	"	"	PUNCT
app01-4004	12	45	nurly	nurly	ADJ
app01-4004	12	46	zhol	zhol	NOUN
app01-4004	12	47	–	–	PUNCT
app01-4004	12	48	path	path	NOUN
app01-4004	12	49	to	to	ADP
app01-4004	12	50	the	the	DET
app01-4004	12	51	future	future	NOUN
app01-4004	12	52	"	"	PUNCT
app01-4004	12	53	.	.	PUNCT
app01-4004	13	1	this	this	DET
app01-4004	13	2	program	program	NOUN
app01-4004	13	3	is	be	AUX
app01-4004	13	4	intended	intend	VERB
app01-4004	13	5	to	to	PART
app01-4004	13	6	be	be	AUX
app01-4004	13	7	the	the	DET
app01-4004	13	8	growth	growth	NOUN
app01-4004	13	9	engine	engine	NOUN
app01-4004	13	10	of	of	ADP
app01-4004	13	11	the	the	DET
app01-4004	13	12	national	national	ADJ
app01-4004	13	13	economy	economy	NOUN
app01-4004	13	14	in	in	ADP
app01-4004	13	15	the	the	DET
app01-4004	13	16	upcoming	upcoming	ADJ
app01-4004	13	17	years	year	NOUN
app01-4004	13	18	to	to	PART
app01-4004	13	19	improve	improve	VERB
app01-4004	13	20	the	the	DET
app01-4004	13	21	welfare	welfare	NOUN
app01-4004	13	22	and	and	CCONJ
app01-4004	13	23	quality	quality	NOUN
app01-4004	13	24	of	of	ADP
app01-4004	13	25	life	life	NOUN
app01-4004	13	26	of	of	ADP
app01-4004	13	27	every	every	DET
app01-4004	13	28	citizen	citizen	NOUN
app01-4004	13	29	in	in	ADP
app01-4004	13	30	kazakhstan	kazakhstan	PROPN
app01-4004	13	31	.	.	PUNCT
app01-4004	14	1	according	accord	VERB
app01-4004	14	2	to	to	ADP
app01-4004	14	3	the	the	DET
app01-4004	14	4	president	president	NOUN
app01-4004	14	5	,	,	PUNCT
app01-4004	14	6	the	the	DET
app01-4004	14	7	most	most	ADV
app01-4004	14	8	important	important	ADJ
app01-4004	14	9	area	area	NOUN
app01-4004	14	10	for	for	ADP
app01-4004	14	11	the	the	DET
app01-4004	14	12	development	development	NOUN
app01-4004	14	13	of	of	ADP
app01-4004	14	14	kazakhstan	kazakhstan	PROPN
app01-4004	14	15	’s	’s	PART
app01-4004	14	16	is	be	AUX
app01-4004	14	17	the	the	DET
app01-4004	14	18	transport	transport	NOUN
app01-4004	14	19	and	and	CCONJ
app01-4004	14	20	logistics	logistic	NOUN
app01-4004	14	21	infrastructure	infrastructure	NOUN
app01-4004	14	22	.	.	PUNCT
app01-4004	15	1	improving	improve	VERB
app01-4004	15	2	the	the	DET
app01-4004	15	3	transport	transport	NOUN
app01-4004	15	4	sector	sector	NOUN
app01-4004	15	5	is	be	AUX
app01-4004	15	6	more	more	ADJ
app01-4004	15	7	than	than	ADP
app01-4004	15	8	urgent	urgent	ADJ
app01-4004	15	9	for	for	ADP
app01-4004	15	10	kazakhstan	kazakhstan	PROPN
app01-4004	15	11	in	in	ADP
app01-4004	15	12	conditions	condition	NOUN
app01-4004	15	13	when	when	SCONJ
app01-4004	15	14	there	there	PRON
app01-4004	15	15	is	be	VERB
app01-4004	15	16	a	a	DET
app01-4004	15	17	problem	problem	NOUN
app01-4004	15	18	of	of	ADP
app01-4004	15	19	intensification	intensification	NOUN
app01-4004	15	20	of	of	ADP
app01-4004	15	21	trade	trade	NOUN
app01-4004	15	22	and	and	CCONJ
app01-4004	15	23	economic	economic	ADJ
app01-4004	15	24	cooperation	cooperation	NOUN
app01-4004	15	25	with	with	ADP
app01-4004	15	26	europe	europe	PROPN
app01-4004	15	27	and	and	CCONJ
app01-4004	15	28	east	east	PROPN
app01-4004	15	29	asia	asia	PROPN
app01-4004	15	30	.	.	PUNCT
app01-4004	16	1	the	the	DET
app01-4004	16	2	introduction	introduction	NOUN
app01-4004	16	3	of	of	ADP
app01-4004	16	4	intelligent	intelligent	ADJ
app01-4004	16	5	transport	transport	NOUN
app01-4004	16	6	systems	system	NOUN
app01-4004	16	7	will	will	AUX
app01-4004	16	8	facilitate	facilitate	VERB
app01-4004	16	9	the	the	DET
app01-4004	16	10	organization	organization	NOUN
app01-4004	16	11	of	of	ADP
app01-4004	16	12	international	international	ADJ
app01-4004	16	13	transport	transport	NOUN
app01-4004	16	14	,	,	PUNCT
app01-4004	16	15	cargo	cargo	NOUN
app01-4004	16	16	tracking	tracking	NOUN
app01-4004	16	17	,	,	PUNCT
app01-4004	16	18	and	and	CCONJ
app01-4004	16	19	reduce	reduce	VERB
app01-4004	16	20	the	the	DET
app01-4004	16	21	time	time	NOUN
app01-4004	16	22	of	of	ADP
app01-4004	16	23	delivery	delivery	NOUN
app01-4004	16	24	,	,	PUNCT
app01-4004	16	25	provide	provide	VERB
app01-4004	16	26	high	high	ADJ
app01-4004	16	27	performance	performance	NOUN
app01-4004	16	28	and	and	CCONJ
app01-4004	16	29	security	security	NOUN
app01-4004	16	30	of	of	ADP
app01-4004	16	31	transport	transport	NOUN
app01-4004	16	32	and	and	CCONJ
app01-4004	16	33	logistics	logistic	NOUN
app01-4004	16	34	processes	process	NOUN
app01-4004	16	35	.	.	PUNCT
app01-4004	17	1	2	2	X
app01-4004	17	2	.	.	X
app01-4004	17	3	main	main	ADJ
app01-4004	17	4	part	part	NOUN
app01-4004	17	5	transport	transport	NOUN
app01-4004	17	6	plays	play	VERB
app01-4004	17	7	the	the	DET
app01-4004	17	8	most	most	ADV
app01-4004	17	9	important	important	ADJ
app01-4004	17	10	role	role	NOUN
app01-4004	17	11	in	in	ADP
app01-4004	17	12	the	the	DET
app01-4004	17	13	republic	republic	NOUN
app01-4004	17	14	of	of	ADP
app01-4004	17	15	kazakhstan	kazakhstan	PROPN
app01-4004	17	16	life	life	NOUN
app01-4004	17	17	.	.	PUNCT
app01-4004	18	1	on	on	ADP
app01-4004	18	2	one	one	NUM
app01-4004	18	3	hand	hand	NOUN
app01-4004	18	4	,	,	PUNCT
app01-4004	18	5	it	it	PRON
app01-4004	18	6	is	be	AUX
app01-4004	18	7	a	a	DET
app01-4004	18	8	very	very	ADV
app01-4004	18	9	big	big	ADJ
app01-4004	18	10	territory	territory	NOUN
app01-4004	18	11	(	(	PUNCT
app01-4004	18	12	2725	2725	NUM
app01-4004	18	13	thousand	thousand	NUM
app01-4004	18	14	.	.	PUNCT
app01-4004	19	1	km2	km2	PROPN
app01-4004	19	2	)	)	PUNCT
app01-4004	19	3	,	,	PUNCT
app01-4004	19	4	low	low	ADJ
app01-4004	19	5	density	density	NOUN
app01-4004	19	6	of	of	ADP
app01-4004	19	7	its	its	PRON
app01-4004	19	8	population	population	NOUN
app01-4004	19	9	(	(	PUNCT
app01-4004	19	10	an	an	DET
app01-4004	19	11	average	average	NOUN
app01-4004	19	12	of	of	ADP
app01-4004	19	13	about	about	ADV
app01-4004	19	14	6	6	NUM
app01-4004	19	15	people	people	NOUN
app01-4004	19	16	/	/	SYM
app01-4004	19	17	km2	km2	PROPN
app01-4004	19	18	)	)	PUNCT
app01-4004	19	19	,	,	PUNCT
app01-4004	19	20	very	very	ADV
app01-4004	19	21	big	big	ADJ
app01-4004	19	22	distances	distance	NOUN
app01-4004	19	23	between	between	ADP
app01-4004	19	24	sources	source	NOUN
app01-4004	19	25	of	of	ADP
app01-4004	19	26	raw	raw	ADJ
app01-4004	19	27	materials	material	NOUN
app01-4004	19	28	and	and	CCONJ
app01-4004	19	29	production	production	NOUN
app01-4004	19	30	resources	resource	NOUN
app01-4004	19	31	.	.	PUNCT
app01-4004	20	1	in	in	ADP
app01-4004	20	2	this	this	DET
app01-4004	20	3	situation	situation	NOUN
app01-4004	20	4	,	,	PUNCT
app01-4004	20	5	transport	transport	NOUN
app01-4004	20	6	and	and	CCONJ
app01-4004	20	7	communication	communication	NOUN
app01-4004	20	8	complex	complex	NOUN
app01-4004	20	9	provide	provide	VERB
app01-4004	20	10	not	not	PART
app01-4004	20	11	only	only	ADV
app01-4004	20	12	the	the	DET
app01-4004	20	13	economic	economic	ADJ
app01-4004	20	14	but	but	CCONJ
app01-4004	20	15	also	also	ADV
app01-4004	20	16	the	the	DET
app01-4004	20	17	political	political	ADJ
app01-4004	20	18	integrity	integrity	NOUN
app01-4004	20	19	of	of	ADP
app01-4004	20	20	the	the	DET
app01-4004	20	21	country	country	NOUN
app01-4004	20	22	.	.	PUNCT
app01-4004	21	1	on	on	ADP
app01-4004	21	2	the	the	DET
app01-4004	21	3	other	other	ADJ
app01-4004	21	4	hand	hand	NOUN
app01-4004	21	5	,	,	PUNCT
app01-4004	21	6	the	the	DET
app01-4004	21	7	geographical	geographical	ADJ
app01-4004	21	8	location	location	NOUN
app01-4004	21	9	in	in	ADP
app01-4004	21	10	the	the	DET
app01-4004	21	11	heart	heart	NOUN
app01-4004	21	12	of	of	ADP
app01-4004	21	13	the	the	DET
app01-4004	21	14	eurasian	eurasian	ADJ
app01-4004	21	15	continent	continent	NOUN
app01-4004	21	16	,	,	PUNCT
app01-4004	21	17	far	far	ADV
app01-4004	21	18	from	from	ADP
app01-4004	21	19	the	the	DET
app01-4004	21	20	main	main	ADJ
app01-4004	21	21	labor	labor	NOUN
app01-4004	21	22	and	and	CCONJ
app01-4004	21	23	capital	capital	NOUN
app01-4004	21	24	markets	market	NOUN
app01-4004	21	25	result	result	VERB
app01-4004	21	26	in	in	ADP
app01-4004	21	27	the	the	DET
app01-4004	21	28	inevitable	inevitable	ADJ
app01-4004	21	29	growth	growth	NOUN
app01-4004	21	30	of	of	ADP
app01-4004	21	31	the	the	DET
app01-4004	21	32	transport	transport	NOUN
app01-4004	21	33	component	component	NOUN
app01-4004	21	34	in	in	ADP
app01-4004	21	35	the	the	DET
app01-4004	21	36	export	export	NOUN
app01-4004	21	37	-	-	PUNCT
app01-4004	21	38	import	import	NOUN
app01-4004	21	39	operations.it	operations.it	PRON
app01-4004	21	40	consequently	consequently	ADV
app01-4004	21	41	leads	lead	VERB
app01-4004	21	42	to	to	ADP
app01-4004	21	43	a	a	DET
app01-4004	21	44	weak	weak	ADJ
app01-4004	21	45	integration	integration	NOUN
app01-4004	21	46	into	into	ADP
app01-4004	21	47	the	the	DET
app01-4004	21	48	global	global	ADJ
app01-4004	21	49	economic	economic	ADJ
app01-4004	21	50	system	system	NOUN
app01-4004	21	51	.	.	PUNCT
app01-4004	22	1	the	the	DET
app01-4004	22	2	geopolitical	geopolitical	ADJ
app01-4004	22	3	location	location	NOUN
app01-4004	22	4	of	of	ADP
app01-4004	22	5	kazakhstan	kazakhstan	PROPN
app01-4004	22	6	between	between	ADP
app01-4004	22	7	the	the	DET
app01-4004	22	8	capacious	capacious	ADJ
app01-4004	22	9	and	and	CCONJ
app01-4004	22	10	dynamically	dynamically	ADV
app01-4004	22	11	developing	develop	VERB
app01-4004	22	12	markets	market	NOUN
app01-4004	22	13	of	of	ADP
app01-4004	22	14	europe	europe	PROPN
app01-4004	22	15	,	,	PUNCT
app01-4004	22	16	east	east	PROPN
app01-4004	22	17	and	and	CCONJ
app01-4004	22	18	south	south	PROPN
app01-4004	22	19	-	-	PUNCT
app01-4004	22	20	east	east	PROPN
app01-4004	22	21	asia	asia	PROPN
app01-4004	22	22	provides	provide	VERB
app01-4004	22	23	a	a	DET
app01-4004	22	24	chance	chance	NOUN
app01-4004	22	25	to	to	PART
app01-4004	22	26	compensate	compensate	VERB
app01-4004	22	27	this	this	PRON
app01-4004	22	28	,	,	PUNCT
app01-4004	22	29	by	by	ADP
app01-4004	22	30	bringing	bring	VERB
app01-4004	22	31	transcontinental	transcontinental	ADJ
app01-4004	22	32	transit	transit	NOUN
app01-4004	22	33	on	on	ADP
app01-4004	22	34	the	the	DET
app01-4004	22	35	territory	territory	NOUN
app01-4004	22	36	of	of	ADP
app01-4004	22	37	the	the	DET
app01-4004	22	38	country[1	country[1	NOUN
app01-4004	22	39	]	]	PUNCT
app01-4004	22	40	.	.	PUNCT
app01-4004	23	1	2.1	2.1	NUM
app01-4004	23	2	.	.	PUNCT
app01-4004	24	1	the	the	DET
app01-4004	24	2	road	road	NOUN
app01-4004	24	3	transport	transport	NOUN
app01-4004	24	4	role	role	NOUN
app01-4004	24	5	in	in	ADP
app01-4004	24	6	the	the	DET
app01-4004	24	7	common	common	ADJ
app01-4004	24	8	transport	transport	NOUN
app01-4004	24	9	complex	complex	NOUN
app01-4004	24	10	of	of	ADP
app01-4004	24	11	the	the	DET
app01-4004	24	12	republic	republic	NOUN
app01-4004	24	13	of	of	ADP
app01-4004	24	14	kazakhstan	kazakhstan	PROPN
app01-4004	24	15	as	as	SCONJ
app01-4004	24	16	we	we	PRON
app01-4004	24	17	can	can	AUX
app01-4004	24	18	see	see	VERB
app01-4004	24	19	the	the	DET
app01-4004	24	20	world	world	NOUN
app01-4004	24	21	and	and	CCONJ
app01-4004	24	22	now	now	ADV
app01-4004	24	23	the	the	DET
app01-4004	24	24	domestic	domestic	ADJ
app01-4004	24	25	experience	experience	NOUN
app01-4004	24	26	,	,	PUNCT
app01-4004	24	27	road	road	NOUN
app01-4004	24	28	transport	transport	NOUN
app01-4004	24	29	is	be	AUX
app01-4004	24	30	maximally	maximally	ADV
app01-4004	24	31	adapted	adapt	VERB
app01-4004	24	32	to	to	PART
app01-4004	24	33	function	function	VERB
app01-4004	24	34	in	in	ADP
app01-4004	24	35	today	today	NOUN
app01-4004	24	36	’s	’s	PART
app01-4004	24	37	world	world	NOUN
app01-4004	24	38	.	.	PUNCT
app01-4004	25	1	automobile	automobile	NOUN
app01-4004	25	2	transport	transport	NOUN
app01-4004	25	3	is	be	AUX
app01-4004	25	4	an	an	DET
app01-4004	25	5	inseparable	inseparable	ADJ
app01-4004	25	6	and	and	CCONJ
app01-4004	25	7	a	a	DET
app01-4004	25	8	very	very	ADV
app01-4004	25	9	important	important	ADJ
app01-4004	25	10	component	component	NOUN
app01-4004	25	11	of	of	ADP
app01-4004	25	12	transport	transport	NOUN
app01-4004	25	13	significant	significant	ADJ
app01-4004	25	14	role	role	NOUN
app01-4004	25	15	in	in	ADP
app01-4004	25	16	transport	transport	NOUN
app01-4004	25	17	and	and	CCONJ
app01-4004	25	18	communication	communication	NOUN
app01-4004	25	19	complex	complex	NOUN
app01-4004	25	20	of	of	ADP
app01-4004	25	21	the	the	DET
app01-4004	25	22	republic	republic	NOUN
app01-4004	25	23	of	of	ADP
app01-4004	25	24	kazakhstan	kazakhstan	PROPN
app01-4004	25	25	.	.	PUNCT
app01-4004	26	1	among	among	ADP
app01-4004	26	2	its	its	PRON
app01-4004	26	3	most	most	ADV
app01-4004	26	4	important	important	ADJ
app01-4004	26	5	,	,	PUNCT
app01-4004	26	6	the	the	DET
app01-4004	26	7	following	follow	VERB
app01-4004	26	8	characteristics	characteristic	NOUN
app01-4004	26	9	can	can	AUX
app01-4004	26	10	be	be	AUX
app01-4004	26	11	outlined	outline	VERB
app01-4004	26	12	:	:	PUNCT
app01-4004	26	13	a.	a.	NOUN
app01-4004	26	14	popularity	popularity	NOUN
app01-4004	26	15	and	and	CCONJ
app01-4004	26	16	wide	wide	ADJ
app01-4004	26	17	availability	availability	NOUN
app01-4004	26	18	,	,	PUNCT
app01-4004	26	19	b.	b.	PROPN
app01-4004	26	20	high	high	ADJ
app01-4004	26	21	maneuverability	maneuverability	NOUN
app01-4004	26	22	and	and	CCONJ
app01-4004	26	23	speed	speed	NOUN
app01-4004	26	24	of	of	ADP
app01-4004	26	25	passenger	passenger	NOUN
app01-4004	26	26	transportation	transportation	NOUN
app01-4004	26	27	and	and	CCONJ
app01-4004	26	28	goods	good	NOUN
app01-4004	26	29	delivery	delivery	NOUN
app01-4004	26	30	,	,	PUNCT
app01-4004	26	31	c.	c.	PROPN
app01-4004	26	32	possibility	possibility	NOUN
app01-4004	26	33	of	of	ADP
app01-4004	26	34	door	door	NOUN
app01-4004	26	35	-	-	PUNCT
app01-4004	26	36	to	to	ADP
app01-4004	26	37	-	-	PUNCT
app01-4004	26	38	door	door	NOUN
app01-4004	26	39	delivery	delivery	NOUN
app01-4004	26	40	without	without	ADP
app01-4004	26	41	the	the	DET
app01-4004	26	42	necessity	necessity	NOUN
app01-4004	26	43	of	of	ADP
app01-4004	26	44	any	any	DET
app01-4004	26	45	additional	additional	ADJ
app01-4004	26	46	interim	interim	ADJ
app01-4004	26	47	operations	operation	NOUN
app01-4004	26	48	with	with	ADP
app01-4004	26	49	goods	good	NOUN
app01-4004	26	50	,	,	PUNCT
app01-4004	26	51	1	1	NUM
app01-4004	26	52	http://dx.doi.org/10.14311/app.2017.12.0001	http://dx.doi.org/10.14311/app.2017.12.0001	PROPN
app01-4004	26	53	http://ojs.cvut.cz/ojs/index.php/app	http://ojs.cvut.cz/ojs/index.php/app	NOUN
app01-4004	26	54	k.k.abishev	k.k.abishev	PROPN
app01-4004	26	55	,	,	PUNCT
app01-4004	26	56	r.b.mukanov	r.b.mukanov	PROPN
app01-4004	26	57	,	,	PUNCT
app01-4004	26	58	a.zh.kasenov	a.zh.kasenov	PROPN
app01-4004	26	59	,	,	PUNCT
app01-4004	26	60	a.n.baltabekova	a.n.baltabekova	PROPN
app01-4004	26	61	acta	acta	PROPN
app01-4004	26	62	polytechnica	polytechnica	PROPN
app01-4004	26	63	ctu	ctu	PROPN
app01-4004	26	64	proceedings	proceeding	NOUN
app01-4004	26	65	d.	d.	PROPN
app01-4004	26	66	providing	provide	VERB
app01-4004	26	67	of	of	ADP
app01-4004	26	68	near	near	ADP
app01-4004	26	69	to	to	ADP
app01-4004	26	70	zero	zero	NUM
app01-4004	26	71	-	-	PUNCT
app01-4004	26	72	option	option	NOUN
app01-4004	26	73	short	short	ADJ
app01-4004	26	74	-	-	PUNCT
app01-4004	26	75	distance	distance	NOUN
app01-4004	26	76	service	service	NOUN
app01-4004	26	77	(	(	PUNCT
app01-4004	26	78	delivery	delivery	NOUN
app01-4004	26	79	within	within	ADP
app01-4004	26	80	the	the	DET
app01-4004	26	81	city	city	NOUN
app01-4004	26	82	and	and	CCONJ
app01-4004	26	83	to	to	ADP
app01-4004	26	84	the	the	DET
app01-4004	26	85	suburbs	suburb	NOUN
app01-4004	26	86	,	,	PUNCT
app01-4004	26	87	and	and	CCONJ
app01-4004	26	88	also	also	ADV
app01-4004	26	89	those	those	PRON
app01-4004	26	90	in	in	ADP
app01-4004	26	91	rural	rural	ADJ
app01-4004	26	92	areas	area	NOUN
app01-4004	26	93	)	)	PUNCT
app01-4004	26	94	,	,	PUNCT
app01-4004	26	95	e.	e.	PROPN
app01-4004	26	96	high	high	PROPN
app01-4004	26	97	degree	degree	NOUN
app01-4004	26	98	of	of	ADP
app01-4004	26	99	adaptation	adaptation	NOUN
app01-4004	26	100	to	to	ADP
app01-4004	26	101	different	different	ADJ
app01-4004	26	102	technological	technological	ADJ
app01-4004	26	103	processes	process	NOUN
app01-4004	26	104	–	–	PUNCT
app01-4004	26	105	both	both	CCONJ
app01-4004	26	106	in	in	ADP
app01-4004	26	107	industry	industry	NOUN
app01-4004	26	108	and	and	CCONJ
app01-4004	26	109	service	service	NOUN
app01-4004	26	110	sector	sector	NOUN
app01-4004	26	111	,	,	PUNCT
app01-4004	26	112	f.	f.	PROPN
app01-4004	26	113	relatively	relatively	ADV
app01-4004	26	114	low	low	ADJ
app01-4004	26	115	capital	capital	NOUN
app01-4004	26	116	capacity	capacity	NOUN
app01-4004	26	117	.	.	PUNCT
app01-4004	27	1	given	give	VERB
app01-4004	27	2	the	the	DET
app01-4004	27	3	conditions	condition	NOUN
app01-4004	27	4	mentioned	mention	VERB
app01-4004	27	5	above	above	ADV
app01-4004	27	6	,	,	PUNCT
app01-4004	27	7	the	the	DET
app01-4004	27	8	automobile	automobile	NOUN
app01-4004	27	9	transport	transport	NOUN
app01-4004	27	10	is	be	AUX
app01-4004	27	11	considered	consider	VERB
app01-4004	27	12	an	an	DET
app01-4004	27	13	inseparable	inseparable	ADJ
app01-4004	27	14	component	component	NOUN
app01-4004	27	15	of	of	ADP
app01-4004	27	16	all	all	DET
app01-4004	27	17	modern	modern	ADJ
app01-4004	27	18	transport	transport	NOUN
app01-4004	27	19	technologies	technology	NOUN
app01-4004	27	20	including	include	VERB
app01-4004	27	21	the	the	DET
app01-4004	27	22	integrated	integrate	VERB
app01-4004	27	23	and	and	CCONJ
app01-4004	27	24	multimodal	multimodal	NOUN
app01-4004	27	25	transportation	transportation	NOUN
app01-4004	27	26	.	.	PUNCT
app01-4004	28	1	the	the	DET
app01-4004	28	2	goods	good	NOUN
app01-4004	28	3	transportation	transportation	NOUN
app01-4004	28	4	activity	activity	NOUN
app01-4004	28	5	in	in	ADP
app01-4004	28	6	the	the	DET
app01-4004	28	7	republic	republic	NOUN
app01-4004	28	8	of	of	ADP
app01-4004	28	9	kazakhstan	kazakhstan	PROPN
app01-4004	28	10	follow	follow	VERB
app01-4004	28	11	increasing	increase	VERB
app01-4004	28	12	trends	trend	NOUN
app01-4004	28	13	in	in	ADP
app01-4004	28	14	terms	term	NOUN
app01-4004	28	15	of	of	ADP
app01-4004	28	16	capacity	capacity	NOUN
app01-4004	28	17	of	of	ADP
app01-4004	28	18	delivered	deliver	VERB
app01-4004	28	19	goods	good	NOUN
app01-4004	28	20	.	.	PUNCT
app01-4004	29	1	according	accord	VERB
app01-4004	29	2	to	to	ADP
app01-4004	29	3	rok	rok	PROPN
app01-4004	29	4	statistics	statistics	PROPN
app01-4004	29	5	agency	agency	PROPN
app01-4004	29	6	[	[	X
app01-4004	29	7	2	2	NUM
app01-4004	29	8	]	]	PUNCT
app01-4004	29	9	,	,	PUNCT
app01-4004	29	10	3	3	NUM
app01-4004	29	11	627,9	627,9	NUM
app01-4004	29	12	million	million	NUM
app01-4004	29	13	tons	ton	NOUN
app01-4004	29	14	of	of	ADP
app01-4004	29	15	goods	good	NOUN
app01-4004	29	16	have	have	AUX
app01-4004	29	17	been	be	AUX
app01-4004	29	18	shipped	ship	VERB
app01-4004	29	19	via	via	ADP
app01-4004	29	20	transport	transport	NOUN
app01-4004	29	21	networks	network	NOUN
app01-4004	29	22	of	of	ADP
app01-4004	29	23	the	the	DET
app01-4004	29	24	republic	republic	NOUN
app01-4004	29	25	of	of	ADP
app01-4004	29	26	kazakhstan	kazakhstan	PROPN
app01-4004	29	27	from	from	ADP
app01-4004	29	28	january	january	PROPN
app01-4004	29	29	to	to	ADP
app01-4004	29	30	december	december	PROPN
app01-4004	29	31	in	in	ADP
app01-4004	29	32	2014	2014	NUM
app01-4004	29	33	,	,	PUNCT
app01-4004	29	34	which	which	PRON
app01-4004	29	35	is	be	AUX
app01-4004	29	36	3.7	3.7	NUM
app01-4004	29	37	%	%	NOUN
app01-4004	29	38	more	more	ADJ
app01-4004	29	39	than	than	ADP
app01-4004	29	40	within	within	ADP
app01-4004	29	41	the	the	DET
app01-4004	29	42	same	same	ADJ
app01-4004	29	43	period	period	NOUN
app01-4004	29	44	in	in	ADP
app01-4004	29	45	2013	2013	NUM
app01-4004	29	46	.	.	PUNCT
app01-4004	30	1	the	the	DET
app01-4004	30	2	cargo	cargo	NOUN
app01-4004	30	3	turnover	turnover	NOUN
app01-4004	30	4	for	for	ADP
app01-4004	30	5	the	the	DET
app01-4004	30	6	given	give	VERB
app01-4004	30	7	period	period	NOUN
app01-4004	30	8	was	be	AUX
app01-4004	30	9	evaluated	evaluate	VERB
app01-4004	30	10	as	as	ADP
app01-4004	30	11	equal	equal	ADJ
app01-4004	30	12	to	to	ADP
app01-4004	30	13	487.4	487.4	NUM
app01-4004	30	14	billion	billion	NUM
app01-4004	30	15	t	t	PROPN
app01-4004	30	16	/	/	SYM
app01-4004	30	17	km	km	PROPN
app01-4004	30	18	,	,	PUNCT
app01-4004	30	19	21293,00	21293,00	PROPN
app01-4004	30	20	billion	billion	NUM
app01-4004	30	21	pf	pf	NOUN
app01-4004	30	22	passengers	passenger	NOUN
app01-4004	30	23	have	have	AUX
app01-4004	30	24	been	be	AUX
app01-4004	30	25	transported	transport	VERB
app01-4004	30	26	(	(	PUNCT
app01-4004	30	27	which	which	PRON
app01-4004	30	28	is	be	AUX
app01-4004	30	29	6.5	6.5	NUM
app01-4004	30	30	%	%	NOUN
app01-4004	30	31	more	more	ADJ
app01-4004	30	32	than	than	ADP
app01-4004	30	33	during	during	ADP
app01-4004	30	34	january	january	PROPN
app01-4004	30	35	-	-	PUNCT
app01-4004	30	36	december	december	PROPN
app01-4004	30	37	2013	2013	NUM
app01-4004	30	38	)	)	PUNCT
app01-4004	30	39	,	,	PUNCT
app01-4004	30	40	passenger	passenger	NOUN
app01-4004	30	41	turnover	turnover	NOUN
app01-4004	30	42	was	be	AUX
app01-4004	30	43	249,6	249,6	NUM
app01-4004	30	44	billion	billion	NUM
app01-4004	30	45	t	t	PROPN
app01-4004	30	46	/	/	SYM
app01-4004	30	47	km	km	PROPN
app01-4004	30	48	(	(	PUNCT
app01-4004	30	49	increase	increase	VERB
app01-4004	30	50	per	per	ADP
app01-4004	30	51	6.8	6.8	NUM
app01-4004	30	52	%	%	NOUN
app01-4004	30	53	compared	compare	VERB
app01-4004	30	54	to	to	ADP
app01-4004	30	55	2013	2013	NUM
app01-4004	30	56	)	)	PUNCT
app01-4004	30	57	.	.	PUNCT
app01-4004	31	1	according	accord	VERB
app01-4004	31	2	to	to	ADP
app01-4004	31	3	the	the	DET
app01-4004	31	4	agency	agency	NOUN
app01-4004	31	5	data	data	PROPN
app01-4004	31	6	,	,	PUNCT
app01-4004	31	7	the	the	DET
app01-4004	31	8	proportion	proportion	NOUN
app01-4004	31	9	of	of	ADP
app01-4004	31	10	automobile	automobile	NOUN
app01-4004	31	11	transport	transport	NOUN
app01-4004	31	12	in	in	ADP
app01-4004	31	13	relation	relation	NOUN
app01-4004	31	14	to	to	ADP
app01-4004	31	15	both	both	DET
app01-4004	31	16	transportation	transportation	NOUN
app01-4004	31	17	volumes	volume	NOUN
app01-4004	31	18	and	and	CCONJ
app01-4004	31	19	goods	good	NOUN
app01-4004	31	20	turnover	turnover	NOUN
app01-4004	31	21	has	have	AUX
app01-4004	31	22	been	be	AUX
app01-4004	31	23	increasing	increase	VERB
app01-4004	31	24	each	each	DET
app01-4004	31	25	year	year	NOUN
app01-4004	31	26	.	.	PUNCT
app01-4004	32	1	currently	currently	ADV
app01-4004	32	2	,	,	PUNCT
app01-4004	32	3	the	the	DET
app01-4004	32	4	automobile	automobile	NOUN
app01-4004	32	5	segment	segment	NOUN
app01-4004	32	6	occupies	occupy	VERB
app01-4004	32	7	86,23	86,23	NUM
app01-4004	32	8	%	%	NOUN
app01-4004	32	9	from	from	ADP
app01-4004	32	10	total	total	ADJ
app01-4004	32	11	amount	amount	NOUN
app01-4004	32	12	of	of	ADP
app01-4004	32	13	delivered	deliver	VERB
app01-4004	32	14	goods	good	NOUN
app01-4004	32	15	,	,	PUNCT
app01-4004	32	16	7,54	7,54	NUM
app01-4004	32	17	%	%	NOUN
app01-4004	32	18	belong	belong	VERB
app01-4004	32	19	to	to	ADP
app01-4004	32	20	railway	railway	NOUN
app01-4004	32	21	transport	transport	NOUN
app01-4004	32	22	and	and	CCONJ
app01-4004	32	23	6.09	6.09	NUM
app01-4004	32	24	%	%	NOUN
app01-4004	32	25	–	–	PUNCT
app01-4004	32	26	to	to	ADP
app01-4004	32	27	pipelines	pipeline	NOUN
app01-4004	32	28	,	,	PUNCT
app01-4004	32	29	and	and	CCONJ
app01-4004	32	30	0.14	0.14	NUM
app01-4004	32	31	%	%	NOUN
app01-4004	32	32	–	–	PUNCT
app01-4004	32	33	to	to	ADP
app01-4004	32	34	the	the	DET
app01-4004	32	35	other	other	ADJ
app01-4004	32	36	means	mean	NOUN
app01-4004	32	37	of	of	ADP
app01-4004	32	38	transport	transport	NOUN
app01-4004	32	39	(	(	PUNCT
app01-4004	32	40	air	air	NOUN
app01-4004	32	41	,	,	PUNCT
app01-4004	32	42	internal	internal	ADJ
app01-4004	32	43	water	water	NOUN
app01-4004	32	44	transport	transport	NOUN
app01-4004	32	45	)	)	PUNCT
app01-4004	32	46	–	–	PUNCT
app01-4004	32	47	see	see	VERB
app01-4004	32	48	figure1	figure1	X
app01-4004	32	49	.	.	PUNCT
app01-4004	33	1	figure	figure	NOUN
app01-4004	33	2	1	1	NUM
app01-4004	33	3	.	.	PUNCT
app01-4004	34	1	distribution	distribution	NOUN
app01-4004	34	2	of	of	ADP
app01-4004	34	3	total	total	ADJ
app01-4004	34	4	transportation	transportation	NOUN
app01-4004	34	5	volumes	volume	NOUN
app01-4004	34	6	among	among	ADP
app01-4004	34	7	the	the	DET
app01-4004	34	8	means	mean	NOUN
app01-4004	34	9	of	of	ADP
app01-4004	34	10	transportation	transportation	NOUN
app01-4004	34	11	.	.	PUNCT
app01-4004	35	1	as	as	SCONJ
app01-4004	35	2	shown	show	VERB
app01-4004	35	3	by	by	ADP
app01-4004	35	4	international	international	ADJ
app01-4004	35	5	and	and	CCONJ
app01-4004	35	6	domestic	domestic	ADJ
app01-4004	35	7	experience	experience	NOUN
app01-4004	35	8	,	,	PUNCT
app01-4004	35	9	automobile	automobile	NOUN
app01-4004	35	10	transport	transport	NOUN
app01-4004	35	11	is	be	AUX
app01-4004	35	12	ultimately	ultimately	ADV
app01-4004	35	13	adapted	adapt	VERB
app01-4004	35	14	to	to	PART
app01-4004	35	15	be	be	AUX
app01-4004	35	16	functioning	function	VERB
app01-4004	35	17	in	in	ADP
app01-4004	35	18	the	the	DET
app01-4004	35	19	conditions	condition	NOUN
app01-4004	35	20	of	of	ADP
app01-4004	35	21	market	market	NOUN
app01-4004	35	22	demand	demand	NOUN
app01-4004	35	23	and	and	CCONJ
app01-4004	35	24	supply	supply	NOUN
app01-4004	35	25	.	.	PUNCT
app01-4004	36	1	it	it	PRON
app01-4004	36	2	can	can	AUX
app01-4004	36	3	be	be	AUX
app01-4004	36	4	proved	prove	VERB
app01-4004	36	5	by	by	ADP
app01-4004	36	6	the	the	DET
app01-4004	36	7	fact	fact	NOUN
app01-4004	36	8	that	that	SCONJ
app01-4004	36	9	transport	transport	NOUN
app01-4004	36	10	and	and	CCONJ
app01-4004	36	11	communication	communication	NOUN
app01-4004	36	12	complex	complex	NOUN
app01-4004	36	13	was	be	AUX
app01-4004	36	14	the	the	DET
app01-4004	36	15	primary	primary	ADJ
app01-4004	36	16	choice	choice	NOUN
app01-4004	36	17	for	for	ADP
app01-4004	36	18	realization	realization	NOUN
app01-4004	36	19	of	of	ADP
app01-4004	36	20	privatization[3	privatization[3	NOUN
app01-4004	36	21	]	]	PUNCT
app01-4004	36	22	.	.	PUNCT
app01-4004	37	1	2.2	2.2	NUM
app01-4004	37	2	.	.	PUNCT
app01-4004	37	3	necessary	necessary	ADJ
app01-4004	37	4	improvement	improvement	NOUN
app01-4004	37	5	for	for	ADP
app01-4004	37	6	transport	transport	NOUN
app01-4004	37	7	and	and	CCONJ
app01-4004	37	8	communication	communication	NOUN
app01-4004	37	9	complex	complex	NOUN
app01-4004	37	10	of	of	ADP
app01-4004	37	11	the	the	DET
app01-4004	37	12	republic	republic	NOUN
app01-4004	37	13	of	of	ADP
app01-4004	37	14	kazakhstan	kazakhstan	PROPN
app01-4004	37	15	at	at	ADP
app01-4004	37	16	this	this	DET
app01-4004	37	17	level	level	NOUN
app01-4004	37	18	of	of	ADP
app01-4004	37	19	social	social	ADJ
app01-4004	37	20	development	development	NOUN
app01-4004	37	21	,	,	PUNCT
app01-4004	37	22	there	there	PRON
app01-4004	37	23	is	be	VERB
app01-4004	37	24	a	a	DET
app01-4004	37	25	need	need	NOUN
app01-4004	37	26	for	for	ADP
app01-4004	37	27	technological	technological	ADJ
app01-4004	37	28	improvement	improvement	NOUN
app01-4004	37	29	of	of	ADP
app01-4004	37	30	the	the	DET
app01-4004	37	31	transport	transport	NOUN
app01-4004	37	32	process	process	NOUN
app01-4004	37	33	caused	cause	VERB
app01-4004	37	34	by	by	ADP
app01-4004	37	35	a	a	DET
app01-4004	37	36	number	number	NOUN
app01-4004	37	37	of	of	ADP
app01-4004	37	38	additional	additional	ADJ
app01-4004	37	39	factors	factor	NOUN
app01-4004	37	40	.	.	PUNCT
app01-4004	38	1	first	first	ADV
app01-4004	38	2	of	of	ADP
app01-4004	38	3	all	all	PRON
app01-4004	38	4	,	,	PUNCT
app01-4004	38	5	the	the	DET
app01-4004	38	6	increased	increase	VERB
app01-4004	38	7	density	density	NOUN
app01-4004	38	8	of	of	ADP
app01-4004	38	9	vehicular	vehicular	ADJ
app01-4004	38	10	traffic	traffic	NOUN
app01-4004	38	11	as	as	ADP
app01-4004	38	12	a	a	DET
app01-4004	38	13	result	result	NOUN
app01-4004	38	14	of	of	ADP
app01-4004	38	15	development	development	NOUN
app01-4004	38	16	of	of	ADP
app01-4004	38	17	economic	economic	ADJ
app01-4004	38	18	and	and	CCONJ
app01-4004	38	19	cultural	cultural	ADJ
app01-4004	38	20	ties	tie	NOUN
app01-4004	38	21	and	and	CCONJ
app01-4004	38	22	the	the	DET
app01-4004	38	23	accompanying	accompanying	ADJ
app01-4004	38	24	increase	increase	NOUN
app01-4004	38	25	in	in	ADP
app01-4004	38	26	the	the	DET
app01-4004	38	27	process	process	NOUN
app01-4004	38	28	of	of	ADP
app01-4004	38	29	trade	trade	NOUN
app01-4004	38	30	flows	flow	NOUN
app01-4004	38	31	and	and	CCONJ
app01-4004	38	32	mobility	mobility	NOUN
app01-4004	38	33	.	.	PUNCT
app01-4004	39	1	in	in	ADP
app01-4004	39	2	these	these	DET
app01-4004	39	3	conditions	condition	NOUN
app01-4004	39	4	,	,	PUNCT
app01-4004	39	5	for	for	ADP
app01-4004	39	6	this	this	DET
app01-4004	39	7	time	time	NOUN
app01-4004	39	8	the	the	DET
app01-4004	39	9	intensification	intensification	NOUN
app01-4004	39	10	of	of	ADP
app01-4004	39	11	all	all	DET
app01-4004	39	12	areas	area	NOUN
app01-4004	39	13	of	of	ADP
app01-4004	39	14	human	human	ADJ
app01-4004	39	15	activity	activity	NOUN
app01-4004	39	16	is	be	AUX
app01-4004	39	17	becoming	become	VERB
app01-4004	39	18	increasingly	increasingly	ADV
app01-4004	39	19	important	important	ADJ
app01-4004	39	20	factor	factor	NOUN
app01-4004	39	21	of	of	ADP
app01-4004	39	22	time	time	NOUN
app01-4004	39	23	and	and	CCONJ
app01-4004	39	24	therefore	therefore	ADV
app01-4004	39	25	introduces	introduce	VERB
app01-4004	39	26	the	the	DET
app01-4004	39	27	task	task	NOUN
app01-4004	39	28	to	to	PART
app01-4004	39	29	improve	improve	VERB
app01-4004	39	30	traffic	traffic	NOUN
app01-4004	39	31	speed	speed	NOUN
app01-4004	39	32	.	.	PUNCT
app01-4004	40	1	meanwhile	meanwhile	ADV
app01-4004	40	2	,	,	PUNCT
app01-4004	40	3	the	the	DET
app01-4004	40	4	transport	transport	NOUN
app01-4004	40	5	infrastructure	infrastructure	NOUN
app01-4004	40	6	capabilities	capability	NOUN
app01-4004	40	7	tend	tend	VERB
app01-4004	40	8	to	to	PART
app01-4004	40	9	lag	lag	VERB
app01-4004	40	10	behind	behind	ADP
app01-4004	40	11	the	the	DET
app01-4004	40	12	need	need	NOUN
app01-4004	40	13	to	to	PART
app01-4004	40	14	provide	provide	VERB
app01-4004	40	15	quality	quality	NOUN
app01-4004	40	16	transportation	transportation	NOUN
app01-4004	40	17	in	in	ADP
app01-4004	40	18	the	the	DET
app01-4004	40	19	face	face	NOUN
app01-4004	40	20	of	of	ADP
app01-4004	40	21	increased	increase	VERB
app01-4004	40	22	intensity	intensity	NOUN
app01-4004	40	23	and	and	CCONJ
app01-4004	40	24	speed	speed	NOUN
app01-4004	40	25	.	.	PUNCT
app01-4004	41	1	this	this	PRON
app01-4004	41	2	often	often	ADV
app01-4004	41	3	leads	lead	VERB
app01-4004	41	4	to	to	ADP
app01-4004	41	5	the	the	DET
app01-4004	41	6	occurrence	occurrence	NOUN
app01-4004	41	7	of	of	ADP
app01-4004	41	8	accidents	accident	NOUN
app01-4004	41	9	involving	involve	VERB
app01-4004	41	10	property	property	NOUN
app01-4004	41	11	damage	damage	NOUN
app01-4004	41	12	,	,	PUNCT
app01-4004	41	13	injuries	injury	NOUN
app01-4004	41	14	and	and	CCONJ
app01-4004	41	15	deaths	death	NOUN
app01-4004	41	16	.	.	PUNCT
app01-4004	42	1	the	the	DET
app01-4004	42	2	traffic	traffic	NOUN
app01-4004	42	3	growth	growth	NOUN
app01-4004	42	4	creates	create	VERB
app01-4004	42	5	many	many	ADJ
app01-4004	42	6	problems	problem	NOUN
app01-4004	42	7	for	for	ADP
app01-4004	42	8	instance	instance	NOUN
app01-4004	42	9	,	,	PUNCT
app01-4004	42	10	traffic	traffic	NOUN
app01-4004	42	11	control	control	NOUN
app01-4004	42	12	,	,	PUNCT
app01-4004	42	13	associated	associate	VERB
app01-4004	42	14	with	with	ADP
app01-4004	42	15	the	the	DET
app01-4004	42	16	need	need	NOUN
app01-4004	42	17	to	to	PART
app01-4004	42	18	make	make	VERB
app01-4004	42	19	responsible	responsible	ADJ
app01-4004	42	20	decisions	decision	NOUN
app01-4004	42	21	in	in	ADP
app01-4004	42	22	conditions	condition	NOUN
app01-4004	42	23	of	of	ADP
app01-4004	42	24	high	high	ADJ
app01-4004	42	25	traffic	traffic	NOUN
app01-4004	42	26	density	density	NOUN
app01-4004	42	27	of	of	ADP
app01-4004	42	28	vehicles	vehicle	NOUN
app01-4004	42	29	that	that	PRON
app01-4004	42	30	often	often	ADV
app01-4004	42	31	becomes	become	VERB
app01-4004	42	32	one	one	NUM
app01-4004	42	33	of	of	ADP
app01-4004	42	34	the	the	DET
app01-4004	42	35	causes	cause	NOUN
app01-4004	42	36	of	of	ADP
app01-4004	42	37	accidents	accident	NOUN
app01-4004	42	38	caused	cause	VERB
app01-4004	42	39	by	by	ADP
app01-4004	42	40	human	human	ADJ
app01-4004	42	41	error	error	NOUN
app01-4004	42	42	.	.	PUNCT
app01-4004	43	1	from	from	ADP
app01-4004	43	2	this	this	DET
app01-4004	43	3	perspective	perspective	NOUN
app01-4004	43	4	,	,	PUNCT
app01-4004	43	5	the	the	DET
app01-4004	43	6	technological	technological	ADJ
app01-4004	43	7	improvement	improvement	NOUN
app01-4004	43	8	of	of	ADP
app01-4004	43	9	the	the	DET
app01-4004	43	10	transport	transport	NOUN
app01-4004	43	11	process	process	NOUN
app01-4004	43	12	is	be	AUX
app01-4004	43	13	essential	essential	ADJ
app01-4004	43	14	and	and	CCONJ
app01-4004	43	15	urgent	urgent	ADJ
app01-4004	43	16	in	in	ADP
app01-4004	43	17	order	order	NOUN
app01-4004	43	18	to	to	PART
app01-4004	43	19	achieve	achieve	VERB
app01-4004	43	20	goals	goal	NOUN
app01-4004	43	21	for	for	ADP
app01-4004	43	22	the	the	DET
app01-4004	43	23	society	society	NOUN
app01-4004	43	24	improving	improve	VERB
app01-4004	43	25	the	the	DET
app01-4004	43	26	safety	safety	NOUN
app01-4004	43	27	of	of	ADP
app01-4004	43	28	vehicles[4	vehicles[4	NUM
app01-4004	43	29	]	]	PUNCT
app01-4004	43	30	.	.	PUNCT
app01-4004	44	1	thus	thus	ADV
app01-4004	44	2	,	,	PUNCT
app01-4004	44	3	the	the	DET
app01-4004	44	4	introduction	introduction	NOUN
app01-4004	44	5	of	of	ADP
app01-4004	44	6	modern	modern	ADJ
app01-4004	44	7	information	information	NOUN
app01-4004	44	8	and	and	CCONJ
app01-4004	44	9	communication	communication	NOUN
app01-4004	44	10	technologies	technology	NOUN
app01-4004	44	11	in	in	ADP
app01-4004	44	12	transport	transport	NOUN
app01-4004	44	13	significantly	significantly	ADV
app01-4004	44	14	reduces	reduce	VERB
app01-4004	44	15	the	the	DET
app01-4004	44	16	influence	influence	NOUN
app01-4004	44	17	of	of	ADP
app01-4004	44	18	the	the	DET
app01-4004	44	19	human	human	NOUN
app01-4004	44	20	factor[5][6	factor[5][6	PROPN
app01-4004	44	21	]	]	X
app01-4004	44	22	.	.	PUNCT
app01-4004	45	1	2.3	2.3	NUM
app01-4004	45	2	.	.	PUNCT
app01-4004	46	1	intelligent	intelligent	ADJ
app01-4004	46	2	transport	transport	NOUN
app01-4004	46	3	systems	system	NOUN
app01-4004	46	4	in	in	ADP
app01-4004	46	5	the	the	DET
app01-4004	46	6	republic	republic	NOUN
app01-4004	46	7	of	of	ADP
app01-4004	46	8	kazakhstan	kazakhstan	PROPN
app01-4004	46	9	intelligent	intelligent	ADJ
app01-4004	46	10	transport	transport	NOUN
app01-4004	46	11	systems	system	NOUN
app01-4004	46	12	–	–	PUNCT
app01-4004	46	13	this	this	PRON
app01-4004	46	14	is	be	AUX
app01-4004	46	15	the	the	DET
app01-4004	46	16	system	system	NOUN
app01-4004	46	17	integration	integration	NOUN
app01-4004	46	18	of	of	ADP
app01-4004	46	19	modern	modern	ADJ
app01-4004	46	20	information	information	NOUN
app01-4004	46	21	and	and	CCONJ
app01-4004	46	22	communication	communication	NOUN
app01-4004	46	23	technology	technology	NOUN
app01-4004	46	24	and	and	CCONJ
app01-4004	46	25	automation	automation	NOUN
app01-4004	46	26	with	with	ADP
app01-4004	46	27	transport	transport	NOUN
app01-4004	46	28	infrastructure	infrastructure	NOUN
app01-4004	46	29	,	,	PUNCT
app01-4004	46	30	vehicles	vehicle	NOUN
app01-4004	46	31	and	and	CCONJ
app01-4004	46	32	users	user	NOUN
app01-4004	46	33	,	,	PUNCT
app01-4004	46	34	focused	focus	VERB
app01-4004	46	35	on	on	ADP
app01-4004	46	36	safety	safety	NOUN
app01-4004	46	37	improvment	improvment	NOUN
app01-4004	46	38	and	and	CCONJ
app01-4004	46	39	efficiency	efficiency	NOUN
app01-4004	46	40	of	of	ADP
app01-4004	46	41	the	the	DET
app01-4004	46	42	transport	transport	NOUN
app01-4004	46	43	process	process	NOUN
app01-4004	46	44	,	,	PUNCT
app01-4004	46	45	comfort	comfort	NOUN
app01-4004	46	46	for	for	ADP
app01-4004	46	47	operators	operator	NOUN
app01-4004	46	48	,	,	PUNCT
app01-4004	46	49	drivers	driver	NOUN
app01-4004	46	50	and	and	CCONJ
app01-4004	46	51	transport	transport	NOUN
app01-4004	46	52	users	user	NOUN
app01-4004	46	53	.	.	PUNCT
app01-4004	47	1	the	the	DET
app01-4004	47	2	introduction	introduction	NOUN
app01-4004	47	3	of	of	ADP
app01-4004	47	4	intelligent	intelligent	ADJ
app01-4004	47	5	technologies	technology	NOUN
app01-4004	47	6	in	in	ADP
app01-4004	47	7	the	the	DET
app01-4004	47	8	transport	transport	NOUN
app01-4004	47	9	sector	sector	NOUN
app01-4004	47	10	of	of	ADP
app01-4004	47	11	kazakhstan	kazakhstan	PROPN
app01-4004	47	12	made	make	VERB
app01-4004	47	13	in	in	ADP
app01-4004	47	14	the	the	DET
app01-4004	47	15	individual	individual	ADJ
app01-4004	47	16	modes	mode	NOUN
app01-4004	47	17	of	of	ADP
app01-4004	47	18	transport	transport	NOUN
app01-4004	47	19	and	and	CCONJ
app01-4004	47	20	aimed	aim	VERB
app01-4004	47	21	at	at	ADP
app01-4004	47	22	solving	solve	VERB
app01-4004	47	23	corporate	corporate	ADJ
app01-4004	47	24	problems	problem	NOUN
app01-4004	47	25	.	.	PUNCT
app01-4004	48	1	realization	realization	NOUN
app01-4004	48	2	of	of	ADP
app01-4004	48	3	certain	certain	ADJ
app01-4004	48	4	intelligent	intelligent	ADJ
app01-4004	48	5	transport	transport	NOUN
app01-4004	48	6	technologies	technology	NOUN
app01-4004	48	7	,	,	PUNCT
app01-4004	48	8	and	and	CCONJ
app01-4004	48	9	finally	finally	ADV
app01-4004	48	10	the	the	DET
app01-4004	48	11	formation	formation	NOUN
app01-4004	48	12	of	of	ADP
app01-4004	48	13	intelligent	intelligent	ADJ
app01-4004	48	14	transport	transport	NOUN
app01-4004	48	15	systems	system	NOUN
app01-4004	48	16	both	both	PRON
app01-4004	48	17	have	have	VERB
app01-4004	48	18	social	social	ADJ
app01-4004	48	19	and	and	CCONJ
app01-4004	48	20	economic	economic	ADJ
app01-4004	48	21	objectives	objective	NOUN
app01-4004	48	22	,	,	PUNCT
app01-4004	48	23	they	they	PRON
app01-4004	48	24	are	be	AUX
app01-4004	48	25	:	:	PUNCT
app01-4004	48	26	a.	a.	NOUN
app01-4004	48	27	traffic	traffic	NOUN
app01-4004	48	28	safety	safety	NOUN
app01-4004	48	29	improvement	improvement	NOUN
app01-4004	48	30	and	and	CCONJ
app01-4004	48	31	,	,	PUNCT
app01-4004	48	32	as	as	ADP
app01-4004	48	33	a	a	DET
app01-4004	48	34	consequence	consequence	NOUN
app01-4004	48	35	,	,	PUNCT
app01-4004	48	36	the	the	DET
app01-4004	48	37	reduction	reduction	NOUN
app01-4004	48	38	of	of	ADP
app01-4004	48	39	social	social	ADJ
app01-4004	48	40	wastes	waste	NOUN
app01-4004	48	41	in	in	ADP
app01-4004	48	42	the	the	DET
app01-4004	48	43	transport	transport	NOUN
app01-4004	48	44	sector	sector	NOUN
app01-4004	48	45	b.	b.	PROPN
app01-4004	48	46	reduction	reduction	NOUN
app01-4004	48	47	in	in	ADP
app01-4004	48	48	transport	transport	NOUN
app01-4004	48	49	costs	cost	NOUN
app01-4004	48	50	in	in	ADP
app01-4004	48	51	the	the	DET
app01-4004	48	52	economy	economy	NOUN
app01-4004	48	53	and	and	CCONJ
app01-4004	48	54	other	other	ADJ
app01-4004	48	55	spheres	sphere	NOUN
app01-4004	48	56	of	of	ADP
app01-4004	48	57	transport	transport	NOUN
app01-4004	48	58	services	service	NOUN
app01-4004	48	59	,	,	PUNCT
app01-4004	48	60	c.	c.	NOUN
app01-4004	48	61	improvement	improvement	NOUN
app01-4004	48	62	of	of	ADP
app01-4004	48	63	the	the	DET
app01-4004	48	64	environment	environment	NOUN
app01-4004	48	65	and	and	CCONJ
app01-4004	48	66	saving	save	VERB
app01-4004	48	67	human	human	ADJ
app01-4004	48	68	and	and	CCONJ
app01-4004	48	69	material	material	NOUN
app01-4004	48	70	(	(	PUNCT
app01-4004	48	71	f.e	f.e	PROPN
app01-4004	48	72	.	.	PROPN
app01-4004	48	73	energy	energy	NOUN
app01-4004	48	74	)	)	PUNCT
app01-4004	48	75	resources	resource	NOUN
app01-4004	48	76	.	.	PUNCT
app01-4004	49	1	the	the	DET
app01-4004	49	2	strategic	strategic	ADJ
app01-4004	49	3	aim	aim	NOUN
app01-4004	49	4	of	of	ADP
app01-4004	49	5	the	the	DET
app01-4004	49	6	creation	creation	NOUN
app01-4004	49	7	of	of	ADP
app01-4004	49	8	intelligent	intelligent	ADJ
app01-4004	49	9	system	system	NOUN
app01-4004	49	10	of	of	ADP
app01-4004	49	11	road	road	NOUN
app01-4004	49	12	transport	transport	NOUN
app01-4004	49	13	is	be	AUX
app01-4004	49	14	the	the	DET
app01-4004	49	15	creation	creation	NOUN
app01-4004	49	16	in	in	ADP
app01-4004	49	17	the	the	DET
app01-4004	49	18	city	city	NOUN
app01-4004	49	19	:	:	PUNCT
app01-4004	49	20	republics	republic	NOUN
app01-4004	49	21	of	of	ADP
app01-4004	49	22	interconnected	interconnected	ADJ
app01-4004	49	23	intelligent	intelligent	ADJ
app01-4004	49	24	systems	system	NOUN
app01-4004	49	25	that	that	PRON
app01-4004	49	26	control	control	VERB
app01-4004	49	27	traffic	traffic	NOUN
app01-4004	49	28	of	of	ADP
app01-4004	49	29	transport	transport	NOUN
app01-4004	49	30	vehicles	vehicle	NOUN
app01-4004	49	31	and	and	CCONJ
app01-4004	49	32	special	special	ADJ
app01-4004	49	33	emergency	emergency	NOUN
app01-4004	49	34	services	service	NOUN
app01-4004	49	35	,	,	PUNCT
app01-4004	49	36	housing	housing	NOUN
app01-4004	49	37	management	management	NOUN
app01-4004	49	38	.	.	PUNCT
app01-4004	50	1	the	the	DET
app01-4004	50	2	strategic	strategic	ADJ
app01-4004	50	3	goal	goal	NOUN
app01-4004	50	4	can	can	AUX
app01-4004	50	5	also	also	ADV
app01-4004	50	6	determine	determine	VERB
app01-4004	50	7	the	the	DET
app01-4004	50	8	formation	formation	NOUN
app01-4004	50	9	of	of	ADP
app01-4004	50	10	the	the	DET
app01-4004	50	11	republic	republic	NOUN
app01-4004	50	12	competitive	competitive	ADJ
app01-4004	50	13	"	"	PUNCT
app01-4004	50	14	road	road	NOUN
app01-4004	50	15	corridors	corridor	NOUN
app01-4004	50	16	"	"	PUNCT
app01-4004	50	17	,	,	PUNCT
app01-4004	50	18	equipped	equip	VERB
app01-4004	50	19	with	with	ADP
app01-4004	50	20	priority	priority	NOUN
app01-4004	50	21	its	its	PRON
app01-4004	50	22	technologies	technology	NOUN
app01-4004	50	23	:	:	PUNCT
app01-4004	50	24	movement	movement	NOUN
app01-4004	50	25	controlling	control	VERB
app01-4004	50	26	systems	system	NOUN
app01-4004	50	27	,	,	PUNCT
app01-4004	50	28	traffic	traffic	NOUN
app01-4004	50	29	management	management	NOUN
app01-4004	50	30	systems	system	NOUN
app01-4004	50	31	that	that	PRON
app01-4004	50	32	provide	provide	VERB
app01-4004	50	33	2	2	NUM
app01-4004	50	34	vol	vol	NOUN
app01-4004	50	35	.	.	PUNCT
app01-4004	51	1	12/2017	12/2017	NUM
app01-4004	51	2	an	an	DET
app01-4004	51	3	issue	issue	NOUN
app01-4004	51	4	of	of	ADP
app01-4004	51	5	intelligent	intelligent	ADJ
app01-4004	51	6	road	road	NOUN
app01-4004	51	7	transport	transport	NOUN
app01-4004	51	8	in	in	ADP
app01-4004	51	9	kazakhstan	kazakhstan	PROPN
app01-4004	51	10	figure	figure	NOUN
app01-4004	51	11	2	2	NUM
app01-4004	51	12	.	.	PUNCT
app01-4004	51	13	ansdu	ansdu	NOUN
app01-4004	51	14	work	work	NOUN
app01-4004	51	15	scheme	scheme	NOUN
app01-4004	51	16	,	,	PUNCT
app01-4004	51	17	based	base	VERB
app01-4004	51	18	on	on	ADP
app01-4004	51	19	the	the	DET
app01-4004	51	20	satellite	satellite	NOUN
app01-4004	51	21	navigation	navigation	NOUN
app01-4004	51	22	.	.	PUNCT
app01-4004	52	1	driver	driver	NOUN
app01-4004	52	2	information	information	NOUN
app01-4004	52	3	about	about	ADP
app01-4004	52	4	road	road	NOUN
app01-4004	52	5	surface	surface	NOUN
app01-4004	52	6	,	,	PUNCT
app01-4004	52	7	traffic	traffic	NOUN
app01-4004	52	8	conditions	condition	NOUN
app01-4004	52	9	,	,	PUNCT
app01-4004	52	10	the	the	DET
app01-4004	52	11	recommended	recommend	VERB
app01-4004	52	12	routes	route	NOUN
app01-4004	52	13	of	of	ADP
app01-4004	52	14	driving	drive	VERB
app01-4004	52	15	in	in	ADP
app01-4004	52	16	the	the	DET
app01-4004	52	17	real	real	ADJ
app01-4004	52	18	situations	situation	NOUN
app01-4004	52	19	on	on	ADP
app01-4004	52	20	the	the	DET
app01-4004	52	21	roads	road	NOUN
app01-4004	52	22	,	,	PUNCT
app01-4004	52	23	the	the	DET
app01-4004	52	24	availability	availability	NOUN
app01-4004	52	25	and	and	CCONJ
app01-4004	52	26	location	location	NOUN
app01-4004	52	27	road	road	NOUN
app01-4004	52	28	service	service	NOUN
app01-4004	52	29	areas	area	NOUN
app01-4004	52	30	,	,	PUNCT
app01-4004	52	31	roadside	roadside	NOUN
app01-4004	52	32	services	service	NOUN
app01-4004	52	33	and	and	CCONJ
app01-4004	52	34	other[5	other[5	NUM
app01-4004	52	35	]	]	X
app01-4004	52	36	.	.	PUNCT
app01-4004	53	1	one	one	NUM
app01-4004	53	2	of	of	ADP
app01-4004	53	3	the	the	DET
app01-4004	53	4	main	main	ADJ
app01-4004	53	5	directions	direction	NOUN
app01-4004	53	6	of	of	ADP
app01-4004	53	7	development	development	NOUN
app01-4004	53	8	of	of	ADP
app01-4004	53	9	transport	transport	NOUN
app01-4004	53	10	technologies	technology	NOUN
app01-4004	53	11	in	in	ADP
app01-4004	53	12	the	the	DET
app01-4004	53	13	passenger	passenger	NOUN
app01-4004	53	14	transport	transport	NOUN
app01-4004	53	15	sector	sector	NOUN
app01-4004	53	16	of	of	ADP
app01-4004	53	17	the	the	DET
app01-4004	53	18	republic	republic	NOUN
app01-4004	53	19	of	of	ADP
app01-4004	53	20	kazakhstan	kazakhstan	PROPN
app01-4004	53	21	is	be	AUX
app01-4004	53	22	the	the	DET
app01-4004	53	23	introduction	introduction	NOUN
app01-4004	53	24	of	of	ADP
app01-4004	53	25	computer	computer	NOUN
app01-4004	53	26	-	-	PUNCT
app01-4004	53	27	based	base	VERB
app01-4004	53	28	navigation	navigation	NOUN
app01-4004	53	29	systems	system	NOUN
app01-4004	53	30	of	of	ADP
app01-4004	53	31	dispatching	dispatch	VERB
app01-4004	53	32	management	management	NOUN
app01-4004	53	33	.	.	PUNCT
app01-4004	54	1	these	these	DET
app01-4004	54	2	systems	system	NOUN
app01-4004	54	3	use	use	VERB
app01-4004	54	4	the	the	DET
app01-4004	54	5	location	location	NOUN
app01-4004	54	6	of	of	ADP
app01-4004	54	7	vehicles	vehicle	NOUN
app01-4004	54	8	with	with	ADP
app01-4004	54	9	the	the	DET
app01-4004	54	10	signals	signal	NOUN
app01-4004	54	11	of	of	ADP
app01-4004	54	12	global	global	ADJ
app01-4004	54	13	navigation	navigation	NOUN
app01-4004	54	14	systems	system	NOUN
app01-4004	54	15	gps	gps	PROPN
app01-4004	54	16	and	and	CCONJ
app01-4004	54	17	glonass	glonass	NOUN
app01-4004	54	18	.	.	PUNCT
app01-4004	55	1	dispatching	dispatch	VERB
app01-4004	55	2	system	system	NOUN
app01-4004	55	3	based	base	VERB
app01-4004	55	4	on	on	ADP
app01-4004	55	5	satellite	satellite	NOUN
app01-4004	55	6	navigation	navigation	NOUN
app01-4004	55	7	systems	system	NOUN
app01-4004	55	8	allow	allow	VERB
app01-4004	55	9	operational	operational	ADJ
app01-4004	55	10	management	management	NOUN
app01-4004	55	11	of	of	ADP
app01-4004	55	12	transportation	transportation	NOUN
app01-4004	55	13	,	,	PUNCT
app01-4004	55	14	fixing	fix	VERB
app01-4004	55	15	transport	transport	NOUN
app01-4004	55	16	work	work	NOUN
app01-4004	55	17	by	by	ADP
app01-4004	55	18	the	the	DET
app01-4004	55	19	transmission	transmission	NOUN
app01-4004	55	20	and	and	CCONJ
app01-4004	55	21	processing	processing	NOUN
app01-4004	55	22	of	of	ADP
app01-4004	55	23	information	information	NOUN
app01-4004	55	24	about	about	ADP
app01-4004	55	25	the	the	DET
app01-4004	55	26	location	location	NOUN
app01-4004	55	27	of	of	ADP
app01-4004	55	28	vehicles	vehicle	NOUN
app01-4004	55	29	,	,	PUNCT
app01-4004	55	30	access	access	NOUN
app01-4004	55	31	to	to	ADP
app01-4004	55	32	that	that	DET
app01-4004	55	33	information	information	NOUN
app01-4004	55	34	for	for	ADP
app01-4004	55	35	all	all	DET
app01-4004	55	36	interested	interested	ADJ
app01-4004	55	37	participants	participant	NOUN
app01-4004	55	38	of	of	ADP
app01-4004	55	39	the	the	DET
app01-4004	55	40	transport	transport	NOUN
app01-4004	55	41	process	process	NOUN
app01-4004	55	42	.	.	PUNCT
app01-4004	56	1	schematic	schematic	ADJ
app01-4004	56	2	diagram	diagram	NOUN
app01-4004	56	3	of	of	ADP
app01-4004	56	4	the	the	DET
app01-4004	56	5	operation	operation	NOUN
app01-4004	56	6	of	of	ADP
app01-4004	56	7	the	the	DET
app01-4004	56	8	automated	automate	VERB
app01-4004	56	9	dispatch	dispatch	NOUN
app01-4004	56	10	control	control	NOUN
app01-4004	56	11	navigation	navigation	NOUN
app01-4004	56	12	systems	system	NOUN
app01-4004	56	13	based	base	VERB
app01-4004	56	14	on	on	ADP
app01-4004	56	15	satellite	satellite	NOUN
app01-4004	56	16	navigation	navigation	NOUN
app01-4004	56	17	is	be	AUX
app01-4004	56	18	shown	show	VERB
app01-4004	56	19	in	in	ADP
app01-4004	56	20	figure2	figure2	ADJ
app01-4004	56	21	.	.	PUNCT
app01-4004	57	1	installation	installation	NOUN
app01-4004	57	2	of	of	ADP
app01-4004	57	3	navigation	navigation	NOUN
app01-4004	57	4	systems	system	NOUN
app01-4004	57	5	on	on	ADP
app01-4004	57	6	public	public	ADJ
app01-4004	57	7	passenger	passenger	NOUN
app01-4004	57	8	transport	transport	NOUN
app01-4004	57	9	are	be	AUX
app01-4004	57	10	focused	focus	VERB
app01-4004	57	11	not	not	PART
app01-4004	57	12	so	so	ADV
app01-4004	57	13	much	much	ADV
app01-4004	57	14	on	on	ADP
app01-4004	57	15	the	the	DET
app01-4004	57	16	movement	movement	NOUN
app01-4004	57	17	of	of	ADP
app01-4004	57	18	the	the	DET
app01-4004	57	19	vehicle	vehicle	NOUN
app01-4004	57	20	itself	itself	PRON
app01-4004	57	21	,	,	PUNCT
app01-4004	57	22	but	but	CCONJ
app01-4004	57	23	rather	rather	ADV
app01-4004	57	24	on	on	ADP
app01-4004	57	25	comfort	comfort	NOUN
app01-4004	57	26	and	and	CCONJ
app01-4004	57	27	safety	safety	NOUN
app01-4004	57	28	of	of	ADP
app01-4004	57	29	passengers[7	passengers[7	ADP
app01-4004	57	30	]	]	X
app01-4004	57	31	.	.	PUNCT
app01-4004	58	1	3	3	X
app01-4004	58	2	.	.	X
app01-4004	58	3	conclusion	conclusion	NOUN
app01-4004	58	4	the	the	DET
app01-4004	58	5	need	need	NOUN
app01-4004	58	6	of	of	ADP
app01-4004	58	7	the	the	DET
app01-4004	58	8	introduction	introduction	NOUN
app01-4004	58	9	of	of	ADP
app01-4004	58	10	modern	modern	ADJ
app01-4004	58	11	innovative	innovative	ADJ
app01-4004	58	12	technologies	technology	NOUN
app01-4004	58	13	in	in	ADP
app01-4004	58	14	all	all	DET
app01-4004	58	15	parts	part	NOUN
app01-4004	58	16	of	of	ADP
app01-4004	58	17	the	the	DET
app01-4004	58	18	economy	economy	NOUN
app01-4004	58	19	is	be	AUX
app01-4004	58	20	one	one	NUM
app01-4004	58	21	of	of	ADP
app01-4004	58	22	the	the	DET
app01-4004	58	23	circumstances	circumstance	NOUN
app01-4004	58	24	to	to	PART
app01-4004	58	25	improve	improve	VERB
app01-4004	58	26	its	its	PRON
app01-4004	58	27	efficiency	efficiency	NOUN
app01-4004	58	28	in	in	ADP
app01-4004	58	29	the	the	DET
app01-4004	58	30	republic	republic	NOUN
app01-4004	58	31	of	of	ADP
app01-4004	58	32	kazakhstan	kazakhstan	PROPN
app01-4004	58	33	.	.	PUNCT
app01-4004	59	1	it	it	PRON
app01-4004	59	2	is	be	AUX
app01-4004	59	3	fully	fully	ADV
app01-4004	59	4	recognized	recognize	VERB
app01-4004	59	5	by	by	ADP
app01-4004	59	6	the	the	DET
app01-4004	59	7	government	government	NOUN
app01-4004	59	8	at	at	ADP
app01-4004	59	9	the	the	DET
app01-4004	59	10	highest	high	ADJ
app01-4004	59	11	level	level	NOUN
app01-4004	59	12	and	and	CCONJ
app01-4004	59	13	has	have	AUX
app01-4004	59	14	repeatedly	repeatedly	ADV
app01-4004	59	15	emphasized	emphasize	VERB
app01-4004	59	16	on	on	ADP
app01-4004	59	17	public	public	ADJ
app01-4004	59	18	statements	statement	NOUN
app01-4004	59	19	of	of	ADP
app01-4004	59	20	the	the	DET
app01-4004	59	21	president	president	NOUN
app01-4004	59	22	of	of	ADP
app01-4004	59	23	republic	republic	PROPN
app01-4004	59	24	of	of	ADP
app01-4004	59	25	kazakhstan	kazakhstan	PROPN
app01-4004	59	26	.	.	PUNCT
app01-4004	60	1	as	as	ADP
app01-4004	60	2	for	for	ADP
app01-4004	60	3	technological	technological	ADJ
app01-4004	60	4	modernization	modernization	NOUN
app01-4004	60	5	of	of	ADP
app01-4004	60	6	the	the	DET
app01-4004	60	7	transport	transport	NOUN
app01-4004	60	8	industry	industry	NOUN
app01-4004	60	9	of	of	ADP
app01-4004	60	10	the	the	DET
app01-4004	60	11	republic	republic	NOUN
app01-4004	60	12	of	of	ADP
app01-4004	60	13	kazakhstan	kazakhstan	PROPN
app01-4004	60	14	,	,	PUNCT
app01-4004	60	15	the	the	DET
app01-4004	60	16	following	follow	VERB
app01-4004	60	17	tasks	task	NOUN
app01-4004	60	18	should	should	AUX
app01-4004	60	19	be	be	AUX
app01-4004	60	20	solved	solve	VERB
app01-4004	60	21	:	:	PUNCT
app01-4004	60	22	(	(	PUNCT
app01-4004	60	23	1	1	NUM
app01-4004	60	24	.	.	PUNCT
app01-4004	60	25	)	)	PUNCT
app01-4004	61	1	formation	formation	NOUN
app01-4004	61	2	of	of	ADP
app01-4004	61	3	a	a	DET
app01-4004	61	4	single	single	ADJ
app01-4004	61	5	information	information	NOUN
app01-4004	61	6	space	space	NOUN
app01-4004	61	7	,	,	PUNCT
app01-4004	61	8	(	(	PUNCT
app01-4004	61	9	2	2	NUM
app01-4004	61	10	.	.	NUM
app01-4004	61	11	)	)	PUNCT
app01-4004	62	1	training	training	NOUN
app01-4004	62	2	of	of	ADP
app01-4004	62	3	qualified	qualified	ADJ
app01-4004	62	4	personnel	personnel	NOUN
app01-4004	62	5	to	to	PART
app01-4004	62	6	work	work	VERB
app01-4004	62	7	in	in	ADP
app01-4004	62	8	the	the	DET
app01-4004	62	9	new	new	ADJ
app01-4004	62	10	technological	technological	ADJ
app01-4004	62	11	environment	environment	NOUN
app01-4004	62	12	,	,	PUNCT
app01-4004	62	13	(	(	PUNCT
app01-4004	62	14	3	3	NUM
app01-4004	62	15	.	.	PUNCT
app01-4004	62	16	)	)	PUNCT
app01-4004	63	1	the	the	DET
app01-4004	63	2	formation	formation	NOUN
app01-4004	63	3	of	of	ADP
app01-4004	63	4	regulatory	regulatory	ADJ
app01-4004	63	5	and	and	CCONJ
app01-4004	63	6	legal	legal	ADJ
app01-4004	63	7	framework	framework	NOUN
app01-4004	63	8	,	,	PUNCT
app01-4004	63	9	standardization	standardization	NOUN
app01-4004	63	10	and	and	CCONJ
app01-4004	63	11	harmonization	harmonization	NOUN
app01-4004	63	12	of	of	ADP
app01-4004	63	13	requirements	requirement	NOUN
app01-4004	63	14	for	for	ADP
app01-4004	63	15	technical	technical	ADJ
app01-4004	63	16	solutions	solution	NOUN
app01-4004	63	17	in	in	ADP
app01-4004	63	18	the	the	DET
app01-4004	63	19	field	field	NOUN
app01-4004	63	20	of	of	ADP
app01-4004	63	21	information	information	NOUN
app01-4004	63	22	support	support	NOUN
app01-4004	63	23	of	of	ADP
app01-4004	63	24	transport	transport	NOUN
app01-4004	63	25	activities	activity	NOUN
app01-4004	63	26	.	.	PUNCT
app01-4004	64	1	solving	solve	VERB
app01-4004	64	2	these	these	DET
app01-4004	64	3	problems	problem	NOUN
app01-4004	64	4	is	be	AUX
app01-4004	64	5	very	very	ADV
app01-4004	64	6	important	important	ADJ
app01-4004	64	7	to	to	PART
app01-4004	64	8	improve	improve	VERB
app01-4004	64	9	the	the	DET
app01-4004	64	10	operation	operation	NOUN
app01-4004	64	11	of	of	ADP
app01-4004	64	12	transport	transport	NOUN
app01-4004	64	13	.	.	PUNCT
app01-4004	65	1	references	reference	NOUN
app01-4004	65	2	[	[	X
app01-4004	65	3	1	1	NUM
app01-4004	65	4	]	]	PUNCT
app01-4004	65	5	m.	m.	NOUN
app01-4004	65	6	bekmagambetov	bekmagambetov	PROPN
app01-4004	65	7	,	,	PUNCT
app01-4004	65	8	r.	r.	PROPN
app01-4004	65	9	zhumagulov	zhumagulov	PROPN
app01-4004	65	10	.	.	PUNCT
app01-4004	66	1	the	the	DET
app01-4004	66	2	transport	transport	NOUN
app01-4004	66	3	system	system	NOUN
app01-4004	66	4	of	of	ADP
app01-4004	66	5	kazakhstan	kazakhstan	PROPN
app01-4004	66	6	in	in	ADP
app01-4004	66	7	modern	modern	ADJ
app01-4004	66	8	conditions	condition	NOUN
app01-4004	66	9	.	.	PUNCT
app01-4004	67	1	almaty	almaty	PROPN
app01-4004	67	2	,	,	PUNCT
app01-4004	67	3	2008	2008	NUM
app01-4004	67	4	.	.	PUNCT
app01-4004	68	1	[	[	X
app01-4004	68	2	2	2	NUM
app01-4004	68	3	]	]	PUNCT
app01-4004	68	4	http://www.stat.gov.kz	http://www.stat.gov.kz	NOUN
app01-4004	68	5	,	,	PUNCT
app01-4004	68	6	last	last	ADV
app01-4004	68	7	accessed	access	VERB
app01-4004	68	8	may	may	PROPN
app01-4004	68	9	2016	2016	NUM
app01-4004	68	10	.	.	PUNCT
app01-4004	69	1	[	[	X
app01-4004	69	2	3	3	X
app01-4004	69	3	]	]	PUNCT
app01-4004	69	4	k.	k.	PROPN
app01-4004	69	5	k.	k.	PROPN
app01-4004	69	6	abishev	abishev	PROPN
app01-4004	69	7	,	,	PUNCT
app01-4004	69	8	r.	r.	PROPN
app01-4004	69	9	b.	b.	PROPN
app01-4004	69	10	mukanov	mukanov	PROPN
app01-4004	69	11	.	.	PUNCT
app01-4004	70	1	improving	improve	VERB
app01-4004	70	2	road	road	NOUN
app01-4004	70	3	traffic	traffic	NOUN
app01-4004	70	4	safety	safety	NOUN
app01-4004	70	5	in	in	ADP
app01-4004	70	6	the	the	DET
app01-4004	70	7	republic	republic	NOUN
app01-4004	70	8	of	of	ADP
app01-4004	70	9	kazakhstan	kazakhstan	PROPN
app01-4004	70	10	(	(	PUNCT
app01-4004	70	11	rok	rok	PROPN
app01-4004	70	12	)	)	PUNCT
app01-4004	70	13	.	.	PUNCT
app01-4004	71	1	driver	driver	NOUN
app01-4004	71	2	-	-	PUNCT
app01-4004	71	3	car	car	NOUN
app01-4004	71	4	interaction	interaction	NOUN
app01-4004	71	5	and	and	CCONJ
app01-4004	71	6	safety	safety	NOUN
app01-4004	71	7	2014	2014	NUM
app01-4004	71	8	,	,	PUNCT
app01-4004	71	9	pg	pg	INTJ
app01-4004	71	10	.	.	PROPN
app01-4004	72	1	43	43	NUM
app01-4004	72	2	-	-	SYM
app01-4004	72	3	46	46	NUM
app01-4004	72	4	.	.	PUNCT
app01-4004	73	1	[	[	X
app01-4004	73	2	4	4	NUM
app01-4004	73	3	]	]	X
app01-4004	73	4	m.	m.	NOUN
app01-4004	73	5	novák	novák	PROPN
app01-4004	73	6	,	,	PUNCT
app01-4004	73	7	z.	z.	PROPN
app01-4004	73	8	votruba	votruba	PROPN
app01-4004	73	9	,	,	PUNCT
app01-4004	73	10	m.	m.	NOUN
app01-4004	73	11	svítek	svítek	PROPN
app01-4004	73	12	,	,	PUNCT
app01-4004	73	13	p.	p.	NOUN
app01-4004	73	14	bouchner	bouchner	NOUN
app01-4004	73	15	.	.	PUNCT
app01-4004	74	1	improvement	improvement	NOUN
app01-4004	74	2	of	of	ADP
app01-4004	74	3	bus	bus	NOUN
app01-4004	74	4	and	and	CCONJ
app01-4004	74	5	truck	truck	NOUN
app01-4004	74	6	driving	driving	NOUN
app01-4004	74	7	safety	safety	NOUN
app01-4004	74	8	.	.	PUNCT
app01-4004	75	1	(	(	PUNCT
app01-4004	75	2	2007	2007	NUM
app01-4004	75	3	)	)	PUNCT
app01-4004	75	4	conference	conference	NOUN
app01-4004	75	5	proceedings	proceeding	NOUN
app01-4004	75	6	–	–	PUNCT
app01-4004	75	7	ieee	ieee	NOUN
app01-4004	75	8	international	international	ADJ
app01-4004	75	9	conference	conference	NOUN
app01-4004	75	10	on	on	ADP
app01-4004	75	11	systems	system	NOUN
app01-4004	75	12	,	,	PUNCT
app01-4004	75	13	man	man	NOUN
app01-4004	75	14	and	and	CCONJ
app01-4004	75	15	cybernetics	cybernetic	NOUN
app01-4004	75	16	,	,	PUNCT
app01-4004	75	17	1	1	NUM
app01-4004	75	18	,	,	PUNCT
app01-4004	75	19	art	art	NOUN
app01-4004	75	20	.	.	PUNCT
app01-4004	76	1	no	no	INTJ
app01-4004	76	2	.	.	NOUN
app01-4004	77	1	4273847	4273847	NUM
app01-4004	77	2	,	,	PUNCT
app01-4004	77	3	pp	pp	ADJ
app01-4004	77	4	.	.	PUNCT
app01-4004	78	1	310	310	NUM
app01-4004	78	2	-	-	SYM
app01-4004	78	3	315	315	NUM
app01-4004	78	4	.	.	NOUN
app01-4004	79	1	3	3	NUM
app01-4004	79	2	http://www.stat.gov.kz	http://www.stat.gov.kz	NOUN
app01-4004	79	3	k.k.abishev	k.k.abishev	NOUN
app01-4004	79	4	,	,	PUNCT
app01-4004	79	5	r.b.mukanov	r.b.mukanov	PROPN
app01-4004	79	6	,	,	PUNCT
app01-4004	79	7	a.zh.kasenov	a.zh.kasenov	PROPN
app01-4004	79	8	,	,	PUNCT
app01-4004	79	9	a.n.baltabekova	a.n.baltabekova	PROPN
app01-4004	79	10	acta	acta	PROPN
app01-4004	79	11	polytechnica	polytechnica	PROPN
app01-4004	79	12	ctu	ctu	NOUN
app01-4004	79	13	proceedings	proceeding	NOUN
app01-4004	79	14	[	[	X
app01-4004	79	15	5	5	X
app01-4004	79	16	]	]	PUNCT
app01-4004	79	17	m.	m.	NOUN
app01-4004	79	18	m.	m.	NOUN
app01-4004	79	19	bekmagambetov	bekmagambetov	PROPN
app01-4004	79	20	.	.	PUNCT
app01-4004	80	1	intelligent	intelligent	ADJ
app01-4004	80	2	transport	transport	NOUN
app01-4004	80	3	systems	system	NOUN
app01-4004	80	4	in	in	ADP
app01-4004	80	5	the	the	DET
app01-4004	80	6	republic	republic	NOUN
app01-4004	80	7	of	of	ADP
app01-4004	80	8	kazakhstan	kazakhstan	PROPN
app01-4004	80	9	.	.	PUNCT
app01-4004	81	1	almaty	almaty	PROPN
app01-4004	81	2	,	,	PUNCT
app01-4004	81	3	2013	2013	NUM
app01-4004	81	4	.	.	PUNCT
app01-4004	82	1	[	[	X
app01-4004	82	2	6	6	NUM
app01-4004	82	3	]	]	PUNCT
app01-4004	82	4	p.	p.	NOUN
app01-4004	82	5	bouchner	bouchner	NOUN
app01-4004	82	6	,	,	PUNCT
app01-4004	82	7	j.	j.	PROPN
app01-4004	82	8	faber	faber	PROPN
app01-4004	82	9	,	,	PUNCT
app01-4004	82	10	m.	m.	NOUN
app01-4004	82	11	novák	novák	PROPN
app01-4004	82	12	,	,	PUNCT
app01-4004	82	13	et	et	PROPN
app01-4004	82	14	al	al	PROPN
app01-4004	82	15	.	.	PUNCT
app01-4004	82	16	human	human	ADJ
app01-4004	82	17	decision	decision	NOUN
app01-4004	82	18	aspects	aspect	NOUN
app01-4004	82	19	in	in	ADP
app01-4004	82	20	interactions	interaction	NOUN
app01-4004	82	21	with	with	ADP
app01-4004	82	22	artificial	artificial	ADJ
app01-4004	82	23	systems	system	NOUN
app01-4004	82	24	.	.	PUNCT
app01-4004	83	1	(	(	PUNCT
app01-4004	83	2	2009	2009	NUM
app01-4004	83	3	)	)	PUNCT
app01-4004	83	4	proceedings	proceeding	NOUN
app01-4004	83	5	of	of	ADP
app01-4004	83	6	the	the	DET
app01-4004	83	7	2009	2009	NUM
app01-4004	83	8	euro	euro	PROPN
app01-4004	83	9	american	american	ADJ
app01-4004	83	10	conference	conference	NOUN
app01-4004	83	11	on	on	ADP
app01-4004	83	12	telematics	telematic	NOUN
app01-4004	83	13	and	and	CCONJ
app01-4004	83	14	information	information	NOUN
app01-4004	83	15	systems	system	NOUN
app01-4004	83	16	:	:	PUNCT
app01-4004	83	17	new	new	ADJ
app01-4004	83	18	opportunities	opportunity	NOUN
app01-4004	83	19	to	to	PART
app01-4004	83	20	increase	increase	VERB
app01-4004	83	21	digital	digital	ADJ
app01-4004	83	22	citizenship	citizenship	NOUN
app01-4004	83	23	,	,	PUNCT
app01-4004	83	24	eatis	eatis	ADJ
app01-4004	83	25	’	'	PUNCT
app01-4004	83	26	09	09	NUM
app01-4004	83	27	,	,	PUNCT
app01-4004	83	28	art	art	NOUN
app01-4004	83	29	.	.	PUNCT
app01-4004	84	1	no	no	INTJ
app01-4004	84	2	.	.	NOUN
app01-4004	85	1	1551749	1551749	NUM
app01-4004	85	2	.	.	PUNCT
app01-4004	86	1	[	[	X
app01-4004	86	2	7	7	X
app01-4004	86	3	]	]	PUNCT
app01-4004	86	4	v.	v.	ADP
app01-4004	86	5	m.	m.	NOUN
app01-4004	86	6	vlasov	vlasov	PROPN
app01-4004	86	7	.	.	PUNCT
app01-4004	87	1	transport	transport	NOUN
app01-4004	87	2	telematics	telematic	NOUN
app01-4004	87	3	in	in	ADP
app01-4004	87	4	the	the	DET
app01-4004	87	5	road	road	NOUN
app01-4004	87	6	sector	sector	NOUN
app01-4004	87	7	.	.	PUNCT
app01-4004	88	1	moscow	moscow	PROPN
app01-4004	88	2	-	-	PUNCT
app01-4004	88	3	madi	madi	PROPN
app01-4004	88	4	,	,	PUNCT
app01-4004	88	5	2013	2013	NUM
app01-4004	88	6	.	.	PUNCT
app01-4004	89	1	4	4	NUM
app01-4004	89	2	acta	acta	PROPN
app01-4004	89	3	polytechnica	polytechnica	PROPN
app01-4004	89	4	ctu	ctu	NOUN
app01-4004	89	5	proceedings	proceeding	NOUN
app01-4004	89	6	12:1–4	12:1–4	NUM
app01-4004	89	7	,	,	PUNCT
app01-4004	89	8	2017	2017	NUM
app01-4004	89	9	1	1	NUM
app01-4004	89	10	introduction	introduction	NOUN
app01-4004	89	11	2	2	NUM
app01-4004	89	12	main	main	ADJ
app01-4004	89	13	part	part	NOUN
app01-4004	89	14	2.1	2.1	NUM
app01-4004	89	15	the	the	DET
app01-4004	89	16	road	road	NOUN
app01-4004	89	17	transport	transport	NOUN
app01-4004	89	18	role	role	NOUN
app01-4004	89	19	in	in	ADP
app01-4004	89	20	the	the	DET
app01-4004	89	21	common	common	ADJ
app01-4004	89	22	transport	transport	NOUN
app01-4004	89	23	complex	complex	NOUN
app01-4004	89	24	of	of	ADP
app01-4004	89	25	the	the	DET
app01-4004	89	26	republic	republic	NOUN
app01-4004	89	27	of	of	ADP
app01-4004	89	28	kazakhstan	kazakhstan	PROPN
app01-4004	89	29	2.2	2.2	NUM
app01-4004	89	30	necessary	necessary	ADJ
app01-4004	89	31	improvement	improvement	NOUN
app01-4004	89	32	for	for	ADP
app01-4004	89	33	transport	transport	NOUN
app01-4004	89	34	and	and	CCONJ
app01-4004	89	35	communication	communication	NOUN
app01-4004	89	36	complex	complex	NOUN
app01-4004	89	37	of	of	ADP
app01-4004	89	38	the	the	DET
app01-4004	89	39	republic	republic	NOUN
app01-4004	89	40	of	of	ADP
app01-4004	89	41	kazakhstan	kazakhstan	PROPN
app01-4004	89	42	2.3	2.3	NUM
app01-4004	89	43	intelligent	intelligent	ADJ
app01-4004	89	44	transport	transport	NOUN
app01-4004	89	45	systems	system	NOUN
app01-4004	89	46	in	in	ADP
app01-4004	89	47	the	the	DET
app01-4004	89	48	republic	republic	NOUN
app01-4004	89	49	of	of	ADP
app01-4004	89	50	kazakhstan	kazakhstan	PROPN
app01-4004	89	51	3	3	NUM
app01-4004	89	52	conclusion	conclusion	NOUN
app01-4004	89	53	references	reference	NOUN