id	sid	tid	token	lemma	pos
gs-2512	1	1	georgian	georgian	NOUN
gs-2512	1	2	scientists/	scientists/	NUM
gs-2512	1	3	.	.	PUNCT
gs-2512	2	1	5	5	NUM
gs-2512	2	2	n	n	DET
gs-2512	2	3	4	4	NUM
gs-2512	2	4	,	,	PUNCT
gs-2512	2	5	2023	2023	NUM
gs-2512	2	6	365	365	NUM
gs-2512	2	7	georgian	georgian	PROPN
gs-2512	2	8	scientists	scientist	NOUN
gs-2512	2	9	vol	vol	NOUN
gs-2512	2	10	.	.	PROPN
gs-2512	3	1	5	5	NUM
gs-2512	3	2	issue	issue	NOUN
gs-2512	3	3	4	4	NUM
gs-2512	3	4	,	,	PUNCT
gs-2512	3	5	2023	2023	NUM
gs-2512	3	6	https://doi.org/10.52340/gs.2023.05.04.34	https://doi.org/10.52340/gs.2023.05.04.34	NUM
gs-2512	3	7	intelligent	intelligent	ADJ
gs-2512	3	8	transport	transport	NOUN
gs-2512	3	9	systems	system	NOUN
gs-2512	3	10	challenges	challenge	NOUN
gs-2512	3	11	and	and	CCONJ
gs-2512	3	12	achievements	achievement	NOUN
gs-2512	3	13	emeliane	emeliane	PROPN
gs-2512	3	14	gogilidze1	gogilidze1	PROPN
gs-2512	3	15	,	,	PUNCT
gs-2512	3	16	natia	natia	PROPN
gs-2512	3	17	gogilidze2	gogilidze2	PUNCT
gs-2512	4	1	georgian	georgian	PROPN
gs-2512	4	2	technical	technical	PROPN
gs-2512	4	3	university	university	PROPN
gs-2512	4	4	introduction	introduction	NOUN
gs-2512	4	5	with	with	ADP
gs-2512	4	6	the	the	DET
gs-2512	4	7	increase	increase	NOUN
gs-2512	4	8	in	in	ADP
gs-2512	4	9	the	the	DET
gs-2512	4	10	number	number	NOUN
gs-2512	4	11	of	of	ADP
gs-2512	4	12	vehicles	vehicle	NOUN
gs-2512	4	13	in	in	ADP
gs-2512	4	14	megacities	megacitie	NOUN
gs-2512	4	15	,	,	PUNCT
gs-2512	4	16	the	the	DET
gs-2512	4	17	problem	problem	NOUN
gs-2512	4	18	of	of	ADP
gs-2512	4	19	average	average	ADJ
gs-2512	4	20	traffic	traffic	NOUN
gs-2512	4	21	speed	speed	NOUN
gs-2512	4	22	and	and	CCONJ
gs-2512	4	23	traffic	traffic	NOUN
gs-2512	4	24	congestion	congestion	NOUN
gs-2512	4	25	is	be	AUX
gs-2512	4	26	acute	acute	ADJ
gs-2512	4	27	the	the	DET
gs-2512	4	28	problem	problem	NOUN
gs-2512	4	29	of	of	ADP
gs-2512	4	30	average	average	ADJ
gs-2512	4	31	traffic	traffic	NOUN
gs-2512	4	32	speed	speed	NOUN
gs-2512	4	33	and	and	CCONJ
gs-2512	4	34	traffic	traffic	NOUN
gs-2512	4	35	congestion	congestion	NOUN
gs-2512	4	36	is	be	AUX
gs-2512	4	37	becoming	become	VERB
gs-2512	4	38	acute	acute	ADJ
gs-2512	4	39	.	.	PUNCT
gs-2512	5	1	many	many	ADJ
gs-2512	5	2	of	of	ADP
gs-2512	5	3	the	the	DET
gs-2512	5	4	world	world	NOUN
gs-2512	5	5	's	's	PART
gs-2512	5	6	cities	city	NOUN
gs-2512	5	7	have	have	AUX
gs-2512	5	8	been	be	AUX
gs-2512	5	9	stuck	stick	VERB
gs-2512	5	10	in	in	ADP
gs-2512	5	11	traffic	traffic	NOUN
gs-2512	5	12	jams	jam	NOUN
gs-2512	5	13	for	for	ADP
gs-2512	5	14	years	year	NOUN
gs-2512	5	15	,	,	PUNCT
gs-2512	5	16	but	but	CCONJ
gs-2512	5	17	only	only	ADV
gs-2512	5	18	a	a	DET
gs-2512	5	19	handful	handful	NOUN
gs-2512	5	20	of	of	ADP
gs-2512	5	21	them	they	PRON
gs-2512	5	22	have	have	AUX
gs-2512	5	23	been	be	AUX
gs-2512	5	24	able	able	ADJ
gs-2512	5	25	to	to	PART
gs-2512	5	26	to	to	PART
gs-2512	5	27	untie	untie	VERB
gs-2512	5	28	this	this	DET
gs-2512	5	29	traffic	traffic	NOUN
gs-2512	5	30	jam	jam	NOUN
gs-2512	5	31	.	.	PUNCT
gs-2512	6	1	it	it	PRON
gs-2512	6	2	is	be	AUX
gs-2512	6	3	not	not	PART
gs-2512	6	4	always	always	ADV
gs-2512	6	5	possible	possible	ADJ
gs-2512	6	6	to	to	PART
gs-2512	6	7	build	build	VERB
gs-2512	6	8	a	a	DET
gs-2512	6	9	new	new	ADJ
gs-2512	6	10	road	road	NOUN
gs-2512	6	11	or	or	CCONJ
gs-2512	6	12	widen	widen	VERB
gs-2512	6	13	an	an	DET
gs-2512	6	14	existing	exist	VERB
gs-2512	6	15	highway	highway	NOUN
gs-2512	6	16	,	,	PUNCT
gs-2512	6	17	so	so	SCONJ
gs-2512	6	18	it	it	PRON
gs-2512	6	19	is	be	AUX
gs-2512	6	20	necessary	necessary	ADJ
gs-2512	6	21	to	to	PART
gs-2512	6	22	solve	solve	VERB
gs-2512	6	23	the	the	DET
gs-2512	6	24	problem	problem	NOUN
gs-2512	6	25	of	of	ADP
gs-2512	6	26	traffic	traffic	NOUN
gs-2512	6	27	congestion	congestion	NOUN
gs-2512	6	28	with	with	ADP
gs-2512	6	29	the	the	DET
gs-2512	6	30	help	help	NOUN
gs-2512	6	31	of	of	ADP
gs-2512	6	32	modern	modern	ADJ
gs-2512	6	33	technologies	technology	NOUN
gs-2512	6	34	.	.	PUNCT
gs-2512	7	1	intelligent	intelligent	ADJ
gs-2512	7	2	transportation	transportation	NOUN
gs-2512	7	3	system	system	NOUN
gs-2512	7	4	(	(	PUNCT
gs-2512	7	5	its	its	PRON
gs-2512	7	6	)	)	PUNCT
gs-2512	7	7	is	be	AUX
gs-2512	7	8	a	a	DET
gs-2512	7	9	system	system	NOUN
gs-2512	7	10	that	that	PRON
gs-2512	7	11	uses	use	VERB
gs-2512	7	12	innovative	innovative	ADJ
gs-2512	7	13	developments	development	NOUN
gs-2512	7	14	in	in	ADP
gs-2512	7	15	modeling	model	VERB
gs-2512	7	16	transportation	transportation	NOUN
gs-2512	7	17	systems	system	NOUN
gs-2512	7	18	and	and	CCONJ
gs-2512	7	19	traffic	traffic	NOUN
gs-2512	7	20	flow	flow	NOUN
gs-2512	7	21	regulation	regulation	NOUN
gs-2512	7	22	.	.	PUNCT
gs-2512	8	1	intelligent	intelligent	ADJ
gs-2512	8	2	transportation	transportation	NOUN
gs-2512	8	3	systems	system	NOUN
gs-2512	8	4	help	help	VERB
gs-2512	8	5	to	to	PART
gs-2512	8	6	solve	solve	VERB
gs-2512	8	7	the	the	DET
gs-2512	8	8	issue	issue	NOUN
gs-2512	8	9	of	of	ADP
gs-2512	8	10	traffic	traffic	NOUN
gs-2512	8	11	congestion	congestion	NOUN
gs-2512	8	12	through	through	ADP
gs-2512	8	13	effective	effective	ADJ
gs-2512	8	14	management	management	NOUN
gs-2512	8	15	of	of	ADP
gs-2512	8	16	traffic	traffic	NOUN
gs-2512	8	17	light	light	NOUN
gs-2512	8	18	facilities	facility	NOUN
gs-2512	8	19	,	,	PUNCT
gs-2512	8	20	means	mean	NOUN
gs-2512	8	21	of	of	ADP
gs-2512	8	22	regulation	regulation	NOUN
gs-2512	8	23	and	and	CCONJ
gs-2512	8	24	monitoring	monitoring	NOUN
gs-2512	8	25	of	of	ADP
gs-2512	8	26	road	road	NOUN
gs-2512	8	27	traffic	traffic	NOUN
gs-2512	8	28	,	,	PUNCT
gs-2512	8	29	systems	system	NOUN
gs-2512	8	30	for	for	ADP
gs-2512	8	31	informing	inform	VERB
gs-2512	8	32	road	road	NOUN
gs-2512	8	33	users	user	NOUN
gs-2512	8	34	about	about	ADP
gs-2512	8	35	the	the	DET
gs-2512	8	36	situation	situation	NOUN
gs-2512	8	37	on	on	ADP
gs-2512	8	38	the	the	DET
gs-2512	8	39	roads	road	NOUN
gs-2512	8	40	.	.	PUNCT
gs-2512	9	1	the	the	DET
gs-2512	9	2	development	development	NOUN
gs-2512	9	3	of	of	ADP
gs-2512	9	4	intelligent	intelligent	ADJ
gs-2512	9	5	transportation	transportation	NOUN
gs-2512	9	6	systems	system	NOUN
gs-2512	9	7	(	(	PUNCT
gs-2512	9	8	its	its	PRON
gs-2512	9	9	)	)	PUNCT
gs-2512	9	10	is	be	AUX
gs-2512	9	11	becoming	become	VERB
gs-2512	9	12	one	one	NUM
gs-2512	9	13	of	of	ADP
gs-2512	9	14	the	the	DET
gs-2512	9	15	most	most	ADV
gs-2512	9	16	important	important	ADJ
gs-2512	9	17	tools	tool	NOUN
gs-2512	9	18	for	for	ADP
gs-2512	9	19	increasing	increase	VERB
gs-2512	9	20	the	the	DET
gs-2512	9	21	competitiveness	competitiveness	NOUN
gs-2512	9	22	of	of	ADP
gs-2512	9	23	the	the	DET
gs-2512	9	24	transportation	transportation	NOUN
gs-2512	9	25	complex	complex	NOUN
gs-2512	9	26	and	and	CCONJ
gs-2512	9	27	the	the	DET
gs-2512	9	28	economy	economy	NOUN
gs-2512	9	29	as	as	ADP
gs-2512	9	30	a	a	DET
gs-2512	9	31	whole	whole	NOUN
gs-2512	9	32	.	.	PUNCT
gs-2512	10	1	today	today	NOUN
gs-2512	10	2	it	it	PRON
gs-2512	10	3	is	be	AUX
gs-2512	10	4	the	the	DET
gs-2512	10	5	technologies	technology	NOUN
gs-2512	10	6	of	of	ADP
gs-2512	10	7	transportation	transportation	NOUN
gs-2512	10	8	processes	process	NOUN
gs-2512	10	9	are	be	AUX
gs-2512	10	10	becoming	become	VERB
gs-2512	10	11	the	the	DET
gs-2512	10	12	main	main	ADJ
gs-2512	10	13	tool	tool	NOUN
gs-2512	10	14	in	in	ADP
gs-2512	10	15	increasing	increase	VERB
gs-2512	10	16	efficiency	efficiency	NOUN
gs-2512	10	17	of	of	ADP
gs-2512	10	18	the	the	DET
gs-2512	10	19	transportation	transportation	NOUN
gs-2512	10	20	complex	complex	NOUN
gs-2512	10	21	.	.	PUNCT
gs-2512	11	1	key	key	ADJ
gs-2512	11	2	words	word	NOUN
gs-2512	11	3	:	:	PUNCT
gs-2512	11	4	intelligent	intelligent	ADJ
gs-2512	11	5	transportation	transportation	NOUN
gs-2512	11	6	system	system	NOUN
gs-2512	11	7	(	(	PUNCT
gs-2512	11	8	its	its	PRON
gs-2512	11	9	)	)	PUNCT
gs-2512	11	10	,	,	PUNCT
gs-2512	11	11	management	management	NOUN
gs-2512	11	12	of	of	ADP
gs-2512	11	13	transport	transport	NOUN
gs-2512	11	14	systems	system	NOUN
gs-2512	11	15	,	,	PUNCT
gs-2512	11	16	payment	payment	NOUN
gs-2512	11	17	transport	transport	NOUN
gs-2512	11	18	systems	system	NOUN
gs-2512	11	19	,	,	PUNCT
gs-2512	11	20	road	road	NOUN
gs-2512	11	21	traffic	traffic	NOUN
gs-2512	11	22	,	,	PUNCT
gs-2512	11	23	automated	automate	VERB
gs-2512	11	24	control	control	NOUN
gs-2512	11	25	system	system	NOUN
gs-2512	11	26	.	.	PUNCT
gs-2512	12	1	georgian	georgian	NOUN
gs-2512	12	2	scientists/	scientists/	NUM
gs-2512	12	3	.	.	PUNCT
gs-2512	13	1	5	5	NUM
gs-2512	13	2	n	n	DET
gs-2512	13	3	4	4	NUM
gs-2512	13	4	,	,	PUNCT
gs-2512	13	5	2023	2023	NUM
gs-2512	13	6	366	366	NUM
gs-2512	13	7	1	1	NUM
gs-2512	13	8	.	.	PUNCT
gs-2512	14	1	the	the	DET
gs-2512	14	2	role	role	NOUN
gs-2512	14	3	of	of	ADP
gs-2512	14	4	innovative	innovative	ADJ
gs-2512	14	5	technologies	technology	NOUN
gs-2512	14	6	in	in	ADP
gs-2512	14	7	transportation	transportation	NOUN
gs-2512	14	8	development	development	NOUN
gs-2512	14	9	today	today	NOUN
gs-2512	14	10	,	,	PUNCT
gs-2512	14	11	the	the	DET
gs-2512	14	12	introduction	introduction	NOUN
gs-2512	14	13	of	of	ADP
gs-2512	14	14	innovative	innovative	ADJ
gs-2512	14	15	technologies	technology	NOUN
gs-2512	14	16	is	be	AUX
gs-2512	14	17	one	one	NUM
gs-2512	14	18	of	of	ADP
gs-2512	14	19	the	the	DET
gs-2512	14	20	promising	promising	ADJ
gs-2512	14	21	and	and	CCONJ
gs-2512	14	22	topical	topical	ADJ
gs-2512	14	23	issues	issue	NOUN
gs-2512	14	24	in	in	ADP
gs-2512	14	25	the	the	DET
gs-2512	14	26	conditions	condition	NOUN
gs-2512	14	27	of	of	ADP
gs-2512	14	28	digital	digital	ADJ
gs-2512	14	29	transformation	transformation	NOUN
gs-2512	14	30	and	and	CCONJ
gs-2512	14	31	formation	formation	NOUN
gs-2512	14	32	of	of	ADP
gs-2512	14	33	transportation	transportation	NOUN
gs-2512	14	34	systems	system	NOUN
gs-2512	14	35	all	all	ADV
gs-2512	14	36	over	over	ADP
gs-2512	14	37	the	the	DET
gs-2512	14	38	world	world	NOUN
gs-2512	14	39	(	(	PUNCT
gs-2512	14	40	fig	fig	NOUN
gs-2512	14	41	.	.	PUNCT
gs-2512	15	1	1	1	NUM
gs-2512	15	2	):	):	PUNCT
gs-2512	15	3	fig.1	fig.1	PROPN
gs-2512	15	4	.	.	PUNCT
gs-2512	15	5	intelligent	intelligent	ADJ
gs-2512	15	6	transportation	transportation	NOUN
gs-2512	15	7	system	system	NOUN
gs-2512	15	8	development	development	NOUN
gs-2512	15	9	program	program	NOUN
gs-2512	15	10	intelligent	intelligent	ADJ
gs-2512	15	11	transportation	transportation	NOUN
gs-2512	15	12	system	system	NOUN
gs-2512	15	13	(	(	PUNCT
gs-2512	15	14	its	its	PRON
gs-2512	15	15	)	)	PUNCT
gs-2512	15	16	is	be	AUX
gs-2512	15	17	an	an	DET
gs-2512	15	18	intelligent	intelligent	ADJ
gs-2512	15	19	system	system	NOUN
gs-2512	15	20	that	that	PRON
gs-2512	15	21	uses	use	VERB
gs-2512	15	22	innovative	innovative	ADJ
gs-2512	15	23	developments	development	NOUN
gs-2512	15	24	in	in	ADP
gs-2512	15	25	the	the	DET
gs-2512	15	26	modeling	modeling	NOUN
gs-2512	15	27	of	of	ADP
gs-2512	15	28	transportation	transportation	NOUN
gs-2512	15	29	systems	system	NOUN
gs-2512	15	30	and	and	CCONJ
gs-2512	15	31	traffic	traffic	NOUN
gs-2512	15	32	flow	flow	NOUN
gs-2512	15	33	regulation	regulation	NOUN
gs-2512	15	34	,	,	PUNCT
gs-2512	15	35	providing	provide	VERB
gs-2512	15	36	end	end	NOUN
gs-2512	15	37	users	user	NOUN
gs-2512	15	38	with	with	ADP
gs-2512	15	39	greater	great	ADJ
gs-2512	15	40	information	information	NOUN
gs-2512	15	41	and	and	CCONJ
gs-2512	15	42	safety	safety	NOUN
gs-2512	15	43	,	,	PUNCT
gs-2512	15	44	as	as	ADV
gs-2512	15	45	well	well	ADV
gs-2512	15	46	as	as	ADP
gs-2512	15	47	qualitatively	qualitatively	ADV
gs-2512	15	48	increasing	increase	VERB
gs-2512	15	49	the	the	DET
gs-2512	15	50	level	level	NOUN
gs-2512	15	51	of	of	ADP
gs-2512	15	52	interaction	interaction	NOUN
gs-2512	15	53	between	between	ADP
gs-2512	15	54	traffic	traffic	NOUN
gs-2512	15	55	participants	participant	NOUN
gs-2512	15	56	compared	compare	VERB
gs-2512	15	57	to	to	ADP
gs-2512	15	58	conventional	conventional	ADJ
gs-2512	15	59	transportation	transportation	NOUN
gs-2512	15	60	systems	system	NOUN
gs-2512	15	61	.	.	PUNCT
gs-2512	16	1	definition	definition	NOUN
gs-2512	16	2	of	of	ADP
gs-2512	16	3	its	its	PRON
gs-2512	16	4	in	in	ADP
gs-2512	16	5	various	various	ADJ
gs-2512	16	6	sources	source	NOUN
gs-2512	16	7	:	:	PUNCT
gs-2512	16	8	integration	integration	NOUN
gs-2512	16	9	of	of	ADP
gs-2512	16	10	modern	modern	ADJ
gs-2512	16	11	information	information	NOUN
gs-2512	16	12	and	and	CCONJ
gs-2512	16	13	communication	communication	NOUN
gs-2512	16	14	technologies	technology	NOUN
gs-2512	16	15	and	and	CCONJ
gs-2512	16	16	means	mean	NOUN
gs-2512	16	17	of	of	ADP
gs-2512	16	18	automation	automation	NOUN
gs-2512	16	19	with	with	ADP
gs-2512	16	20	transport	transport	NOUN
gs-2512	16	21	infrastructure	infrastructure	NOUN
gs-2512	16	22	,	,	PUNCT
gs-2512	16	23	vehicles	vehicle	NOUN
gs-2512	16	24	and	and	CCONJ
gs-2512	16	25	users	user	NOUN
gs-2512	16	26	,	,	PUNCT
gs-2512	16	27	focused	focus	VERB
gs-2512	16	28	on	on	ADP
gs-2512	16	29	improving	improve	VERB
gs-2512	16	30	the	the	DET
gs-2512	16	31	safety	safety	NOUN
gs-2512	16	32	and	and	CCONJ
gs-2512	16	33	efficiency	efficiency	NOUN
gs-2512	16	34	of	of	ADP
gs-2512	16	35	the	the	DET
gs-2512	16	36	transportation	transportation	NOUN
gs-2512	16	37	process	process	NOUN
gs-2512	16	38	.	.	PUNCT
gs-2512	17	1	a	a	DET
gs-2512	17	2	control	control	NOUN
gs-2512	17	3	system	system	NOUN
gs-2512	17	4	that	that	PRON
gs-2512	17	5	integrates	integrate	VERB
gs-2512	17	6	modern	modern	ADJ
gs-2512	17	7	information	information	NOUN
gs-2512	17	8	and	and	CCONJ
gs-2512	17	9	telematic	telematic	ADJ
gs-2512	17	10	technologies	technology	NOUN
gs-2512	17	11	and	and	CCONJ
gs-2512	17	12	is	be	AUX
gs-2512	17	13	designed	design	VERB
gs-2512	17	14	for	for	ADP
gs-2512	17	15	automated	automate	VERB
gs-2512	17	16	search	search	NOUN
gs-2512	17	17	and	and	CCONJ
gs-2512	17	18	acceptance	acceptance	NOUN
gs-2512	17	19	for	for	ADP
gs-2512	17	20	implementation	implementation	NOUN
gs-2512	17	21	of	of	ADP
gs-2512	17	22	the	the	DET
gs-2512	17	23	most	most	ADV
gs-2512	17	24	effective	effective	ADJ
gs-2512	17	25	scenarios	scenario	NOUN
gs-2512	17	26	of	of	ADP
gs-2512	17	27	management	management	NOUN
gs-2512	17	28	georgian	georgian	NOUN
gs-2512	17	29	scientists/	scientists/	NUM
gs-2512	17	30	.	.	PUNCT
gs-2512	18	1	5	5	NUM
gs-2512	18	2	n	n	DET
gs-2512	18	3	4	4	NUM
gs-2512	18	4	,	,	PUNCT
gs-2512	18	5	2023	2023	NUM
gs-2512	18	6	367	367	NUM
gs-2512	18	7	of	of	ADP
gs-2512	18	8	the	the	DET
gs-2512	18	9	transport	transport	NOUN
gs-2512	18	10	and	and	CCONJ
gs-2512	18	11	road	road	NOUN
gs-2512	18	12	complex	complex	NOUN
gs-2512	18	13	of	of	ADP
gs-2512	18	14	the	the	DET
gs-2512	18	15	region	region	NOUN
gs-2512	18	16	,	,	PUNCT
gs-2512	18	17	a	a	DET
gs-2512	18	18	particular	particular	ADJ
gs-2512	18	19	vehicle	vehicle	NOUN
gs-2512	18	20	or	or	CCONJ
gs-2512	18	21	a	a	DET
gs-2512	18	22	group	group	NOUN
gs-2512	18	23	of	of	ADP
gs-2512	18	24	vehicles	vehicle	NOUN
gs-2512	18	25	in	in	ADP
gs-2512	18	26	order	order	NOUN
gs-2512	18	27	to	to	PART
gs-2512	18	28	ensure	ensure	VERB
gs-2512	18	29	a	a	DET
gs-2512	18	30	given	give	VERB
gs-2512	18	31	mobility	mobility	NOUN
gs-2512	18	32	of	of	ADP
gs-2512	18	33	the	the	DET
gs-2512	18	34	population	population	NOUN
gs-2512	18	35	,	,	PUNCT
gs-2512	18	36	maximize	maximize	VERB
gs-2512	18	37	the	the	DET
gs-2512	18	38	indicators	indicator	NOUN
gs-2512	18	39	of	of	ADP
gs-2512	18	40	road	road	NOUN
gs-2512	18	41	network	network	NOUN
gs-2512	18	42	use	use	NOUN
gs-2512	18	43	,	,	PUNCT
gs-2512	18	44	improve	improve	VERB
gs-2512	18	45	the	the	DET
gs-2512	18	46	safety	safety	NOUN
gs-2512	18	47	and	and	CCONJ
gs-2512	18	48	efficiency	efficiency	NOUN
gs-2512	18	49	of	of	ADP
gs-2512	18	50	the	the	DET
gs-2512	18	51	transport	transport	NOUN
gs-2512	18	52	process	process	NOUN
gs-2512	18	53	,	,	PUNCT
gs-2512	18	54	comfort	comfort	NOUN
gs-2512	18	55	for	for	ADP
gs-2512	18	56	drivers	driver	NOUN
gs-2512	18	57	and	and	CCONJ
gs-2512	18	58	transport	transport	NOUN
gs-2512	18	59	users	user	NOUN
gs-2512	18	60	.	.	PUNCT
gs-2512	19	1	systemic	systemic	ADJ
gs-2512	19	2	changes	change	NOUN
gs-2512	19	3	aimed	aim	VERB
gs-2512	19	4	at	at	ADP
gs-2512	19	5	:	:	PUNCT
gs-2512	19	6	1	1	X
gs-2512	19	7	)	)	PUNCT
gs-2512	19	8	providing	provide	VERB
gs-2512	19	9	various	various	ADJ
gs-2512	19	10	innovative	innovative	ADJ
gs-2512	19	11	services	service	NOUN
gs-2512	19	12	for	for	ADP
gs-2512	19	13	different	different	ADJ
gs-2512	19	14	modes	mode	NOUN
gs-2512	19	15	of	of	ADP
gs-2512	19	16	transportation	transportation	NOUN
gs-2512	19	17	;	;	PUNCT
gs-2512	19	18	2	2	X
gs-2512	19	19	)	)	PUNCT
gs-2512	19	20	achieving	achieve	VERB
gs-2512	19	21	sustainable	sustainable	ADJ
gs-2512	19	22	mobility	mobility	NOUN
gs-2512	19	23	through	through	ADP
gs-2512	19	24	improved	improve	VERB
gs-2512	19	25	efficiency	efficiency	NOUN
gs-2512	19	26	,	,	PUNCT
gs-2512	19	27	safety	safety	NOUN
gs-2512	19	28	and	and	CCONJ
gs-2512	19	29	environmental	environmental	ADJ
gs-2512	19	30	friendliness	friendliness	NOUN
gs-2512	19	31	of	of	ADP
gs-2512	19	32	transportation	transportation	NOUN
gs-2512	19	33	.	.	PUNCT
gs-2512	20	1	its	its	PRON
gs-2512	20	2	is	be	AUX
gs-2512	20	3	thus	thus	ADV
gs-2512	20	4	seen	see	VERB
gs-2512	20	5	by	by	ADP
gs-2512	20	6	key	key	ADJ
gs-2512	20	7	stakeholders	stakeholder	NOUN
gs-2512	20	8	as	as	ADP
gs-2512	20	9	a	a	DET
gs-2512	20	10	"	"	PUNCT
gs-2512	20	11	bridge	bridge	NOUN
gs-2512	20	12	"	"	PUNCT
gs-2512	20	13	to	to	PART
gs-2512	20	14	bridge	bridge	VERB
gs-2512	20	15	the	the	DET
gs-2512	20	16	current	current	ADJ
gs-2512	20	17	sustainability	sustainability	NOUN
gs-2512	20	18	gap	gap	NOUN
gs-2512	20	19	between	between	ADP
gs-2512	20	20	transportation	transportation	NOUN
gs-2512	20	21	systems	system	NOUN
gs-2512	20	22	.	.	PUNCT
gs-2512	21	1	although	although	SCONJ
gs-2512	21	2	in	in	ADP
gs-2512	21	3	fact	fact	NOUN
gs-2512	21	4	its	its	PRON
gs-2512	21	5	may	may	AUX
gs-2512	21	6	include	include	VERB
gs-2512	21	7	all	all	DET
gs-2512	21	8	modes	mode	NOUN
gs-2512	21	9	of	of	ADP
gs-2512	21	10	transport	transport	NOUN
gs-2512	21	11	,	,	PUNCT
gs-2512	21	12	the	the	DET
gs-2512	21	13	european	european	ADJ
gs-2512	21	14	definition	definition	NOUN
gs-2512	21	15	of	of	ADP
gs-2512	21	16	its	its	PRON
gs-2512	21	17	according	accord	VERB
gs-2512	21	18	to	to	ADP
gs-2512	21	19	directive	directive	NOUN
gs-2512	21	20	2010/40	2010/40	NUM
gs-2512	21	21	/	/	SYM
gs-2512	21	22	eu	eu	PROPN
gs-2512	21	23	of	of	ADP
gs-2512	21	24	july	july	PROPN
gs-2512	21	25	7	7	NUM
gs-2512	21	26	,	,	PUNCT
gs-2512	21	27	2010	2010	NUM
gs-2512	21	28	interprets	interpret	VERB
gs-2512	21	29	its	its	PRON
gs-2512	21	30	as	as	ADP
gs-2512	21	31	a	a	DET
gs-2512	21	32	system	system	NOUN
gs-2512	21	33	in	in	ADP
gs-2512	21	34	which	which	PRON
gs-2512	21	35	information	information	NOUN
gs-2512	21	36	and	and	CCONJ
gs-2512	21	37	communication	communication	NOUN
gs-2512	21	38	technologies	technology	NOUN
gs-2512	21	39	in	in	ADP
gs-2512	21	40	the	the	DET
gs-2512	21	41	field	field	NOUN
gs-2512	21	42	of	of	ADP
gs-2512	21	43	road	road	NOUN
gs-2512	21	44	transport	transport	NOUN
gs-2512	21	45	(	(	PUNCT
gs-2512	21	46	including	include	VERB
gs-2512	21	47	infrastructure	infrastructure	NOUN
gs-2512	21	48	,	,	PUNCT
gs-2512	21	49	vehicles	vehicle	NOUN
gs-2512	21	50	,	,	PUNCT
gs-2512	21	51	system	system	NOUN
gs-2512	21	52	participants	participant	NOUN
gs-2512	21	53	,	,	PUNCT
gs-2512	21	54	and	and	CCONJ
gs-2512	21	55	road	road	NOUN
gs-2512	21	56	traffic	traffic	NOUN
gs-2512	21	57	management	management	NOUN
gs-2512	21	58	)	)	PUNCT
gs-2512	21	59	are	be	AUX
gs-2512	21	60	applied	apply	VERB
gs-2512	21	61	and	and	CCONJ
gs-2512	21	62	which	which	PRON
gs-2512	21	63	also	also	ADV
gs-2512	21	64	has	have	VERB
gs-2512	21	65	the	the	DET
gs-2512	21	66	possibility	possibility	NOUN
gs-2512	21	67	of	of	ADP
gs-2512	21	68	interoperability	interoperability	NOUN
gs-2512	21	69	with	with	ADP
gs-2512	21	70	other	other	ADJ
gs-2512	21	71	modes	mode	NOUN
gs-2512	21	72	of	of	ADP
gs-2512	21	73	transport	transport	NOUN
gs-2512	21	74	.	.	PUNCT
gs-2512	22	1	interest	interest	NOUN
gs-2512	22	2	in	in	ADP
gs-2512	22	3	its	its	PRON
gs-2512	22	4	has	have	AUX
gs-2512	22	5	emerged	emerge	VERB
gs-2512	22	6	with	with	ADP
gs-2512	22	7	the	the	DET
gs-2512	22	8	advent	advent	NOUN
gs-2512	22	9	of	of	ADP
gs-2512	22	10	traffic	traffic	NOUN
gs-2512	22	11	congestion	congestion	NOUN
gs-2512	22	12	problems	problem	NOUN
gs-2512	22	13	as	as	ADP
gs-2512	22	14	a	a	DET
gs-2512	22	15	result	result	NOUN
gs-2512	22	16	of	of	ADP
gs-2512	22	17	combining	combine	VERB
gs-2512	22	18	modern	modern	ADJ
gs-2512	22	19	modeling	modeling	NOUN
gs-2512	22	20	,	,	PUNCT
gs-2512	22	21	real	real	ADJ
gs-2512	22	22	-	-	PUNCT
gs-2512	22	23	time	time	NOUN
gs-2512	22	24	control	control	NOUN
gs-2512	22	25	,	,	PUNCT
gs-2512	22	26	and	and	CCONJ
gs-2512	22	27	communication	communication	NOUN
gs-2512	22	28	technologies	technology	NOUN
gs-2512	22	29	.	.	PUNCT
gs-2512	23	1	traffic	traffic	NOUN
gs-2512	23	2	congestion	congestion	NOUN
gs-2512	23	3	appears	appear	VERB
gs-2512	23	4	worldwide	worldwide	ADV
gs-2512	23	5	as	as	ADP
gs-2512	23	6	a	a	DET
gs-2512	23	7	result	result	NOUN
gs-2512	23	8	of	of	ADP
gs-2512	23	9	increasing	increase	VERB
gs-2512	23	10	motorization	motorization	NOUN
gs-2512	23	11	,	,	PUNCT
gs-2512	23	12	urbanization	urbanization	NOUN
gs-2512	23	13	,	,	PUNCT
gs-2512	23	14	and	and	CCONJ
gs-2512	23	15	both	both	DET
gs-2512	23	16	population	population	NOUN
gs-2512	23	17	growth	growth	NOUN
gs-2512	23	18	and	and	CCONJ
gs-2512	23	19	increasing	increase	VERB
gs-2512	23	20	density	density	NOUN
gs-2512	23	21	.	.	PUNCT
gs-2512	24	1	traffic	traffic	NOUN
gs-2512	24	2	congestion	congestion	NOUN
gs-2512	24	3	reduces	reduce	VERB
gs-2512	24	4	the	the	DET
gs-2512	24	5	efficiency	efficiency	NOUN
gs-2512	24	6	of	of	ADP
gs-2512	24	7	road	road	NOUN
gs-2512	24	8	transportation	transportation	NOUN
gs-2512	24	9	infrastructure	infrastructure	NOUN
gs-2512	24	10	,	,	PUNCT
gs-2512	24	11	thus	thus	ADV
gs-2512	24	12	increasing	increase	VERB
gs-2512	24	13	travel	travel	NOUN
gs-2512	24	14	time	time	NOUN
gs-2512	24	15	,	,	PUNCT
gs-2512	24	16	fuel	fuel	NOUN
gs-2512	24	17	consumption	consumption	NOUN
gs-2512	24	18	and	and	CCONJ
gs-2512	24	19	pollution	pollution	NOUN
gs-2512	24	20	.	.	PUNCT
gs-2512	25	1	itss	itss	PROPN
gs-2512	25	2	vary	vary	VERB
gs-2512	25	3	in	in	ADP
gs-2512	25	4	the	the	DET
gs-2512	25	5	technologies	technology	NOUN
gs-2512	25	6	used	use	VERB
gs-2512	25	7	,	,	PUNCT
gs-2512	25	8	ranging	range	VERB
gs-2512	25	9	from	from	ADP
gs-2512	25	10	simple	simple	ADJ
gs-2512	25	11	vehicle	vehicle	NOUN
gs-2512	25	12	navigation	navigation	NOUN
gs-2512	25	13	systems	system	NOUN
gs-2512	25	14	,	,	PUNCT
gs-2512	25	15	traffic	traffic	NOUN
gs-2512	25	16	light	light	NOUN
gs-2512	25	17	control	control	NOUN
gs-2512	25	18	systems	system	NOUN
gs-2512	25	19	,	,	PUNCT
gs-2512	25	20	traffic	traffic	NOUN
gs-2512	25	21	management	management	NOUN
gs-2512	25	22	systems	system	NOUN
gs-2512	25	23	,	,	PUNCT
gs-2512	25	24	various	various	ADJ
gs-2512	25	25	signage	signage	NOUN
gs-2512	25	26	systems	system	NOUN
gs-2512	25	27	(	(	PUNCT
gs-2512	25	28	including	include	VERB
gs-2512	25	29	information	information	NOUN
gs-2512	25	30	boards	board	NOUN
gs-2512	25	31	)	)	PUNCT
gs-2512	25	32	,	,	PUNCT
gs-2512	25	33	license	license	NOUN
gs-2512	25	34	plate	plate	NOUN
gs-2512	25	35	recognition	recognition	NOUN
gs-2512	25	36	systems	system	NOUN
gs-2512	25	37	and	and	CCONJ
gs-2512	25	38	vehicle	vehicle	NOUN
gs-2512	25	39	speed	speed	NOUN
gs-2512	25	40	recording	recording	NOUN
gs-2512	25	41	systems	system	NOUN
gs-2512	25	42	,	,	PUNCT
gs-2512	25	43	to	to	ADP
gs-2512	25	44	video	video	NOUN
gs-2512	25	45	surveillance	surveillance	NOUN
gs-2512	25	46	systems	system	NOUN
gs-2512	25	47	,	,	PUNCT
gs-2512	25	48	to	to	ADP
gs-2512	25	49	systems	system	NOUN
gs-2512	25	50	that	that	PRON
gs-2512	25	51	integrate	integrate	VERB
gs-2512	25	52	information	information	NOUN
gs-2512	25	53	and	and	CCONJ
gs-2512	25	54	feedback	feedback	NOUN
gs-2512	25	55	streams	stream	NOUN
gs-2512	25	56	from	from	ADP
gs-2512	25	57	a	a	DET
gs-2512	25	58	large	large	ADJ
gs-2512	25	59	number	number	NOUN
gs-2512	25	60	of	of	ADP
gs-2512	25	61	different	different	ADJ
gs-2512	25	62	sources	source	NOUN
gs-2512	25	63	,	,	PUNCT
gs-2512	25	64	such	such	ADJ
gs-2512	25	65	as	as	ADP
gs-2512	25	66	parking	parking	NOUN
gs-2512	25	67	guidance	guidance	NOUN
gs-2512	25	68	and	and	CCONJ
gs-2512	25	69	information	information	NOUN
gs-2512	25	70	(	(	PUNCT
gs-2512	25	71	pgi	pgi	PROPN
gs-2512	25	72	)	)	PUNCT
gs-2512	25	73	systems	system	NOUN
gs-2512	25	74	,	,	PUNCT
gs-2512	25	75	and	and	CCONJ
gs-2512	25	76	weather	weather	NOUN
gs-2512	25	77	services	service	NOUN
gs-2512	25	78	,	,	PUNCT
gs-2512	25	79	moreover	moreover	ADV
gs-2512	25	80	,	,	PUNCT
gs-2512	25	81	its	its	PRON
gs-2512	25	82	can	can	AUX
gs-2512	25	83	apply	apply	VERB
gs-2512	25	84	predictive	predictive	ADJ
gs-2512	25	85	technologies	technology	NOUN
gs-2512	25	86	based	base	VERB
gs-2512	25	87	on	on	ADP
gs-2512	25	88	modeling	modeling	NOUN
gs-2512	25	89	and	and	CCONJ
gs-2512	25	90	historical	historical	ADJ
gs-2512	25	91	information	information	NOUN
gs-2512	25	92	.	.	PUNCT
gs-2512	26	1	various	various	ADJ
gs-2512	26	2	types	type	NOUN
gs-2512	26	3	of	of	ADP
gs-2512	26	4	wireless	wireless	ADJ
gs-2512	26	5	communication	communication	NOUN
gs-2512	26	6	can	can	AUX
gs-2512	26	7	be	be	AUX
gs-2512	26	8	used	use	VERB
gs-2512	26	9	in	in	ADP
gs-2512	26	10	its	its	PRON
gs-2512	26	11	.	.	PUNCT
gs-2512	27	1	for	for	ADP
gs-2512	27	2	example	example	NOUN
gs-2512	27	3	,	,	PUNCT
gs-2512	27	4	long	long	ADJ
gs-2512	27	5	-	-	PUNCT
gs-2512	27	6	range	range	NOUN
gs-2512	27	7	(	(	PUNCT
gs-2512	27	8	dmv	dmv	PROPN
gs-2512	27	9	)	)	PUNCT
gs-2512	27	10	and	and	CCONJ
gs-2512	27	11	short	short	ADJ
gs-2512	27	12	-	-	PUNCT
gs-2512	27	13	range	range	NOUN
gs-2512	27	14	(	(	PUNCT
gs-2512	27	15	vhf	vhf	PROPN
gs-2512	27	16	)	)	PUNCT
gs-2512	27	17	radio	radio	NOUN
gs-2512	27	18	communications	communication	NOUN
gs-2512	27	19	can	can	AUX
gs-2512	27	20	be	be	AUX
gs-2512	27	21	used	use	VERB
gs-2512	27	22	.	.	PUNCT
gs-2512	28	1	for	for	ADP
gs-2512	28	2	short	short	ADJ
gs-2512	28	3	distances	distance	NOUN
gs-2512	28	4	,	,	PUNCT
gs-2512	28	5	ieee	ieee	NOUN
gs-2512	28	6	802.11	802.11	NUM
gs-2512	28	7	(	(	PUNCT
gs-2512	28	8	wi	wi	PROPN
gs-2512	28	9	-	-	PUNCT
gs-2512	28	10	fi	fi	NOUN
gs-2512	28	11	)	)	PUNCT
gs-2512	28	12	wireless	wireless	ADJ
gs-2512	28	13	communication	communication	NOUN
gs-2512	28	14	,	,	PUNCT
gs-2512	28	15	especially	especially	ADV
gs-2512	28	16	the	the	DET
gs-2512	28	17	ieee	ieee	NOUN
gs-2512	28	18	802.11p	802.11p	NOUN
gs-2512	28	19	(	(	PUNCT
gs-2512	28	20	wave	wave	NOUN
gs-2512	28	21	)	)	PUNCT
gs-2512	28	22	standard	standard	NOUN
gs-2512	28	23	,	,	PUNCT
gs-2512	28	24	can	can	AUX
gs-2512	28	25	be	be	AUX
gs-2512	28	26	used	use	VERB
gs-2512	28	27	.	.	PUNCT
gs-2512	29	1	also	also	ADV
gs-2512	29	2	,	,	PUNCT
gs-2512	29	3	for	for	ADP
gs-2512	29	4	example	example	NOUN
gs-2512	29	5	,	,	PUNCT
gs-2512	29	6	the	the	DET
gs-2512	29	7	dsrc	dsrc	NOUN
gs-2512	29	8	standard	standard	NOUN
gs-2512	29	9	promoted	promote	VERB
gs-2512	29	10	by	by	ADP
gs-2512	29	11	the	the	DET
gs-2512	29	12	american	american	ADJ
gs-2512	29	13	public	public	ADJ
gs-2512	29	14	smart	smart	ADJ
gs-2512	29	15	transportation	transportation	NOUN
gs-2512	29	16	organization	organization	NOUN
gs-2512	29	17	and	and	CCONJ
gs-2512	29	18	the	the	DET
gs-2512	29	19	u.s	u.s	PROPN
gs-2512	29	20	.	.	PROPN
gs-2512	29	21	department	department	PROPN
gs-2512	29	22	of	of	ADP
gs-2512	29	23	transportation	transportation	NOUN
gs-2512	29	24	is	be	AUX
gs-2512	29	25	used	use	VERB
gs-2512	29	26	in	in	ADP
gs-2512	29	27	the	the	DET
gs-2512	29	28	united	united	PROPN
gs-2512	29	29	states	states	PROPN
gs-2512	29	30	.	.	PUNCT
gs-2512	30	1	wimax	wimax	PROPN
gs-2512	30	2	,	,	PUNCT
gs-2512	30	3	gsm	gsm	NOUN
gs-2512	30	4	,	,	PUNCT
gs-2512	30	5	3	3	NUM
gs-2512	30	6	g	g	NOUN
gs-2512	30	7	,	,	PUNCT
gs-2512	30	8	4	4	NUM
gs-2512	30	9	g	g	NOUN
gs-2512	30	10	or	or	CCONJ
gs-2512	30	11	5	5	NUM
gs-2512	30	12	g	g	NOUN
gs-2512	30	13	technologies	technology	NOUN
gs-2512	30	14	can	can	AUX
gs-2512	30	15	also	also	ADV
gs-2512	30	16	be	be	AUX
gs-2512	30	17	used	use	VERB
gs-2512	30	18	[	[	PUNCT
gs-2512	30	19	1	1	NUM
gs-2512	30	20	]	]	PUNCT
gs-2512	30	21	.	.	PUNCT
gs-2512	31	1	georgian	georgian	NOUN
gs-2512	31	2	scientists/	scientists/	NUM
gs-2512	31	3	.	.	PUNCT
gs-2512	32	1	5	5	NUM
gs-2512	32	2	n	n	DET
gs-2512	32	3	4	4	NUM
gs-2512	32	4	,	,	PUNCT
gs-2512	32	5	2023	2023	NUM
gs-2512	32	6	368	368	NUM
gs-2512	32	7	current	current	ADJ
gs-2512	32	8	developments	development	NOUN
gs-2512	32	9	in	in	ADP
gs-2512	32	10	embedded	embed	VERB
gs-2512	32	11	systems	system	NOUN
gs-2512	32	12	technology	technology	NOUN
gs-2512	32	13	enable	enable	VERB
gs-2512	32	14	the	the	DET
gs-2512	32	15	use	use	NOUN
gs-2512	32	16	of	of	ADP
gs-2512	32	17	real	real	ADJ
gs-2512	32	18	-	-	PUNCT
gs-2512	32	19	time	time	NOUN
gs-2512	32	20	operating	operating	NOUN
gs-2512	32	21	systems	system	NOUN
gs-2512	32	22	as	as	ADV
gs-2512	32	23	well	well	ADV
gs-2512	32	24	as	as	ADP
gs-2512	32	25	higher	high	ADJ
gs-2512	32	26	-	-	PUNCT
gs-2512	32	27	level	level	NOUN
gs-2512	32	28	applications	application	NOUN
gs-2512	32	29	that	that	PRON
gs-2512	32	30	enable	enable	VERB
gs-2512	32	31	the	the	DET
gs-2512	32	32	application	application	NOUN
gs-2512	32	33	of	of	ADP
gs-2512	32	34	artificial	artificial	ADJ
gs-2512	32	35	intelligence	intelligence	NOUN
gs-2512	32	36	.	.	PUNCT
gs-2512	33	1	the	the	DET
gs-2512	33	2	growing	grow	VERB
gs-2512	33	3	power	power	NOUN
gs-2512	33	4	of	of	ADP
gs-2512	33	5	processors	processor	NOUN
gs-2512	33	6	used	use	VERB
gs-2512	33	7	in	in	ADP
gs-2512	33	8	embedded	embed	VERB
gs-2512	33	9	systems	system	NOUN
gs-2512	33	10	,	,	PUNCT
gs-2512	33	11	as	as	ADV
gs-2512	33	12	well	well	ADV
gs-2512	33	13	as	as	ADP
gs-2512	33	14	their	their	PRON
gs-2512	33	15	increased	increase	VERB
gs-2512	33	16	compatibility	compatibility	NOUN
gs-2512	33	17	with	with	ADP
gs-2512	33	18	processors	processor	NOUN
gs-2512	33	19	in	in	ADP
gs-2512	33	20	personal	personal	ADJ
gs-2512	33	21	computers	computer	NOUN
gs-2512	33	22	,	,	PUNCT
gs-2512	33	23	is	be	AUX
gs-2512	33	24	leading	lead	VERB
gs-2512	33	25	to	to	ADP
gs-2512	33	26	increased	increase	VERB
gs-2512	33	27	code	code	NOUN
gs-2512	33	28	reuse	reuse	NOUN
gs-2512	33	29	and	and	CCONJ
gs-2512	33	30	the	the	DET
gs-2512	33	31	transfer	transfer	NOUN
gs-2512	33	32	of	of	ADP
gs-2512	33	33	more	more	ADV
gs-2512	33	34	intelligent	intelligent	ADJ
gs-2512	33	35	services	service	NOUN
gs-2512	33	36	from	from	ADP
gs-2512	33	37	the	the	DET
gs-2512	33	38	pc	pc	NOUN
gs-2512	33	39	level	level	NOUN
gs-2512	33	40	to	to	ADP
gs-2512	33	41	the	the	DET
gs-2512	33	42	embedded	embed	VERB
gs-2512	33	43	system	system	NOUN
gs-2512	33	44	level	level	NOUN
gs-2512	33	45	.	.	PUNCT
gs-2512	34	1	3	3	X
gs-2512	34	2	.	.	X
gs-2512	34	3	transportation	transportation	NOUN
gs-2512	34	4	service	service	NOUN
gs-2512	34	5	within	within	ADP
gs-2512	34	6	the	the	DET
gs-2512	34	7	framework	framework	NOUN
gs-2512	34	8	of	of	ADP
gs-2512	34	9	the	the	DET
gs-2512	34	10	development	development	NOUN
gs-2512	34	11	of	of	ADP
gs-2512	34	12	transportation	transportation	NOUN
gs-2512	34	13	service	service	NOUN
gs-2512	34	14	it	it	PRON
gs-2512	34	15	is	be	AUX
gs-2512	34	16	required	require	VERB
gs-2512	34	17	to	to	PART
gs-2512	34	18	analyze	analyze	VERB
gs-2512	34	19	and	and	CCONJ
gs-2512	34	20	to	to	PART
gs-2512	34	21	supplement	supplement	VERB
gs-2512	34	22	the	the	DET
gs-2512	34	23	known	know	VERB
gs-2512	34	24	and	and	CCONJ
gs-2512	34	25	currently	currently	ADV
gs-2512	34	26	existing	exist	VERB
gs-2512	34	27	classifications	classification	NOUN
gs-2512	34	28	in	in	ADP
gs-2512	34	29	the	the	DET
gs-2512	34	30	sphere	sphere	NOUN
gs-2512	34	31	of	of	ADP
gs-2512	34	32	railroad	railroad	NOUN
gs-2512	34	33	transportation	transportation	NOUN
gs-2512	34	34	services	service	NOUN
gs-2512	34	35	.	.	PUNCT
gs-2512	35	1	it	it	PRON
gs-2512	35	2	’s	’	VERB
gs-2512	35	3	necessary	necessary	ADJ
gs-2512	35	4	to	to	PART
gs-2512	35	5	determine	determine	VERB
gs-2512	35	6	the	the	DET
gs-2512	35	7	main	main	ADJ
gs-2512	35	8	and	and	CCONJ
gs-2512	35	9	secondary	secondary	ADJ
gs-2512	35	10	criteria	criterion	NOUN
gs-2512	35	11	of	of	ADP
gs-2512	35	12	classification	classification	NOUN
gs-2512	35	13	of	of	ADP
gs-2512	35	14	these	these	DET
gs-2512	35	15	services	service	NOUN
gs-2512	35	16	.	.	PUNCT
gs-2512	36	1	of	of	ADP
gs-2512	36	2	these	these	DET
gs-2512	36	3	services	service	NOUN
gs-2512	36	4	.	.	PUNCT
gs-2512	37	1	the	the	DET
gs-2512	37	2	wto	wto	PROPN
gs-2512	37	3	(	(	PUNCT
gs-2512	37	4	world	world	NOUN
gs-2512	37	5	trade	trade	NOUN
gs-2512	37	6	organization	organization	NOUN
gs-2512	37	7	)	)	PUNCT
gs-2512	37	8	classification	classification	NOUN
gs-2512	37	9	was	be	AUX
gs-2512	37	10	created	create	VERB
gs-2512	37	11	in	in	ADP
gs-2512	37	12	order	order	NOUN
gs-2512	37	13	to	to	PART
gs-2512	37	14	obtain	obtain	VERB
gs-2512	37	15	data	datum	NOUN
gs-2512	37	16	of	of	ADP
gs-2512	37	17	economic	economic	ADJ
gs-2512	37	18	statistics	statistic	NOUN
gs-2512	37	19	,	,	PUNCT
gs-2512	37	20	namely	namely	ADV
gs-2512	37	21	,	,	PUNCT
gs-2512	37	22	to	to	PART
gs-2512	37	23	reflect	reflect	VERB
gs-2512	37	24	the	the	DET
gs-2512	37	25	cost	cost	NOUN
gs-2512	37	26	of	of	ADP
gs-2512	37	27	railroad	railroad	NOUN
gs-2512	37	28	transportation	transportation	NOUN
gs-2512	37	29	services	service	NOUN
gs-2512	37	30	.	.	PUNCT
gs-2512	38	1	statistics	statistic	NOUN
gs-2512	38	2	,	,	PUNCT
gs-2512	38	3	namely	namely	ADV
gs-2512	38	4	the	the	DET
gs-2512	38	5	reflection	reflection	NOUN
gs-2512	38	6	of	of	ADP
gs-2512	38	7	the	the	DET
gs-2512	38	8	value	value	NOUN
gs-2512	38	9	of	of	ADP
gs-2512	38	10	services	service	NOUN
gs-2512	38	11	in	in	ADP
gs-2512	38	12	the	the	DET
gs-2512	38	13	balance	balance	NOUN
gs-2512	38	14	of	of	ADP
gs-2512	38	15	payments	payment	NOUN
gs-2512	38	16	of	of	ADP
gs-2512	38	17	the	the	DET
gs-2512	38	18	country	country	NOUN
gs-2512	38	19	.	.	PUNCT
gs-2512	39	1	therefore	therefore	ADV
gs-2512	39	2	,	,	PUNCT
gs-2512	39	3	it	it	PRON
gs-2512	39	4	only	only	ADV
gs-2512	39	5	traded	trade	VERB
gs-2512	39	6	(	(	PUNCT
gs-2512	39	7	included	include	VERB
gs-2512	39	8	in	in	ADP
gs-2512	39	9	international	international	ADJ
gs-2512	39	10	trade	trade	NOUN
gs-2512	39	11	transactions	transaction	NOUN
gs-2512	39	12	)	)	PUNCT
gs-2512	39	13	transportation	transportation	NOUN
gs-2512	39	14	services	service	NOUN
gs-2512	39	15	are	be	AUX
gs-2512	39	16	reflected	reflect	VERB
gs-2512	39	17	(	(	PUNCT
gs-2512	39	18	fig	fig	NOUN
gs-2512	39	19	.	.	PUNCT
gs-2512	40	1	2	2	NUM
gs-2512	40	2	):	):	PUNCT
gs-2512	40	3	georgian	georgian	PROPN
gs-2512	40	4	scientists/	scientists/	NUM
gs-2512	40	5	.	.	PUNCT
gs-2512	41	1	5	5	NUM
gs-2512	41	2	n	n	DET
gs-2512	41	3	4	4	NUM
gs-2512	41	4	,	,	PUNCT
gs-2512	41	5	2023	2023	NUM
gs-2512	41	6	369	369	NUM
gs-2512	41	7	fig	fig	NOUN
gs-2512	41	8	.	.	PUNCT
gs-2512	42	1	2	2	X
gs-2512	42	2	.	.	X
gs-2512	42	3	the	the	DET
gs-2512	42	4	model	model	NOUN
gs-2512	42	5	of	of	ADP
gs-2512	42	6	process	process	NOUN
gs-2512	42	7	integration	integration	NOUN
gs-2512	42	8	in	in	ADP
gs-2512	42	9	a	a	DET
gs-2512	42	10	multimodal	multimodal	NOUN
gs-2512	42	11	in	in	ADP
gs-2512	42	12	transportation	transportation	NOUN
gs-2512	42	13	system	system	NOUN
gs-2512	42	14	3	3	X
gs-2512	42	15	.	.	PUNCT
gs-2512	43	1	its	its	PRON
gs-2512	43	2	problems	problem	NOUN
gs-2512	43	3	and	and	CCONJ
gs-2512	43	4	ways	way	NOUN
gs-2512	43	5	to	to	PART
gs-2512	43	6	solve	solve	VERB
gs-2512	43	7	them	they	PRON
gs-2512	43	8	creation	creation	NOUN
gs-2512	43	9	of	of	ADP
gs-2512	43	10	a	a	DET
gs-2512	43	11	national	national	ADJ
gs-2512	43	12	its	its	PRON
gs-2512	43	13	is	be	AUX
gs-2512	43	14	a	a	DET
gs-2512	43	15	complex	complex	ADJ
gs-2512	43	16	cross	cross	ADJ
gs-2512	43	17	-	-	ADJ
gs-2512	43	18	sectoral	sectoral	ADJ
gs-2512	43	19	task	task	NOUN
gs-2512	43	20	,	,	PUNCT
gs-2512	43	21	and	and	CCONJ
gs-2512	43	22	the	the	DET
gs-2512	43	23	experience	experience	NOUN
gs-2512	43	24	of	of	ADP
gs-2512	43	25	the	the	DET
gs-2512	43	26	most	most	ADV
gs-2512	43	27	dynamically	dynamically	ADV
gs-2512	43	28	developing	develop	VERB
gs-2512	43	29	countries	country	NOUN
gs-2512	43	30	eu	eu	PROPN
gs-2512	43	31	countries	countries	PROPN
gs-2512	43	32	,	,	PUNCT
gs-2512	43	33	usa	usa	PROPN
gs-2512	43	34	,	,	PUNCT
gs-2512	43	35	japan	japan	PROPN
gs-2512	43	36	,	,	PUNCT
gs-2512	43	37	china	china	PROPN
gs-2512	43	38	shows	show	VERB
gs-2512	43	39	that	that	SCONJ
gs-2512	43	40	a	a	DET
gs-2512	43	41	clear	clear	ADJ
gs-2512	43	42	government	government	NOUN
gs-2512	43	43	policy	policy	NOUN
gs-2512	43	44	is	be	AUX
gs-2512	43	45	very	very	ADV
gs-2512	43	46	important	important	ADJ
gs-2512	43	47	in	in	ADP
gs-2512	43	48	this	this	DET
gs-2512	43	49	issue	issue	NOUN
gs-2512	43	50	,	,	PUNCT
gs-2512	43	51	as	as	ADV
gs-2512	43	52	well	well	ADV
gs-2512	43	53	as	as	ADP
gs-2512	43	54	the	the	DET
gs-2512	43	55	existence	existence	NOUN
gs-2512	43	56	of	of	ADP
gs-2512	43	57	a	a	DET
gs-2512	43	58	long	long	ADJ
gs-2512	43	59	-	-	PUNCT
gs-2512	43	60	term	term	NOUN
gs-2512	43	61	strategy	strategy	NOUN
gs-2512	43	62	for	for	ADP
gs-2512	43	63	its	its	PRON
gs-2512	43	64	development	development	NOUN
gs-2512	43	65	,	,	PUNCT
gs-2512	43	66	which	which	PRON
gs-2512	43	67	makes	make	VERB
gs-2512	43	68	it	it	PRON
gs-2512	43	69	possible	possible	ADJ
gs-2512	43	70	to	to	PART
gs-2512	43	71	combine	combine	VERB
gs-2512	43	72	and	and	CCONJ
gs-2512	43	73	coordinate	coordinate	VERB
gs-2512	43	74	the	the	DET
gs-2512	43	75	efforts	effort	NOUN
gs-2512	43	76	of	of	ADP
gs-2512	43	77	the	the	DET
gs-2512	43	78	state	state	NOUN
gs-2512	43	79	and	and	CCONJ
gs-2512	43	80	business	business	NOUN
gs-2512	43	81	,	,	PUNCT
gs-2512	43	82	and	and	CCONJ
gs-2512	43	83	various	various	ADJ
gs-2512	43	84	sectors	sector	NOUN
gs-2512	43	85	of	of	ADP
gs-2512	43	86	the	the	DET
gs-2512	43	87	economy	economy	NOUN
gs-2512	43	88	.	.	PUNCT
gs-2512	44	1	for	for	ADP
gs-2512	44	2	example	example	NOUN
gs-2512	44	3	,	,	PUNCT
gs-2512	44	4	in	in	ADP
gs-2512	44	5	the	the	DET
gs-2512	44	6	usa	usa	PROPN
gs-2512	44	7	,	,	PUNCT
gs-2512	44	8	as	as	ADP
gs-2512	44	9	the	the	DET
gs-2512	44	10	first	first	ADJ
gs-2512	44	11	step	step	NOUN
gs-2512	44	12	in	in	ADP
gs-2512	44	13	its	its	PRON
gs-2512	44	14	development	development	NOUN
gs-2512	44	15	,	,	PUNCT
gs-2512	44	16	the	the	DET
gs-2512	44	17	congress	congress	PROPN
gs-2512	44	18	adopted	adopt	VERB
gs-2512	44	19	the	the	DET
gs-2512	44	20	efficient	efficient	ADJ
gs-2512	44	21	intermodal	intermodal	ADJ
gs-2512	44	22	transport	transport	NOUN
gs-2512	44	23	complex	complex	ADJ
gs-2512	44	24	act	act	NOUN
gs-2512	44	25	,	,	PUNCT
gs-2512	44	26	which	which	PRON
gs-2512	44	27	instructed	instruct	VERB
gs-2512	44	28	the	the	DET
gs-2512	44	29	us	us	PROPN
gs-2512	44	30	department	department	PROPN
gs-2512	44	31	of	of	ADP
gs-2512	44	32	transportation	transportation	NOUN
gs-2512	44	33	to	to	PART
gs-2512	44	34	create	create	VERB
gs-2512	44	35	a	a	DET
gs-2512	44	36	national	national	ADJ
gs-2512	44	37	its	its	PRON
gs-2512	44	38	architecture	architecture	NOUN
gs-2512	44	39	,	,	PUNCT
gs-2512	44	40	develop	develop	VERB
gs-2512	44	41	a	a	DET
gs-2512	44	42	standardization	standardization	NOUN
gs-2512	44	43	program	program	NOUN
gs-2512	44	44	and	and	CCONJ
gs-2512	44	45	promote	promote	VERB
gs-2512	44	46	the	the	DET
gs-2512	44	47	use	use	NOUN
gs-2512	44	48	of	of	ADP
gs-2512	44	49	its	its	PRON
gs-2512	44	50	technologies	technology	NOUN
gs-2512	44	51	.	.	PUNCT
gs-2512	45	1	to	to	PART
gs-2512	45	2	solve	solve	VERB
gs-2512	45	3	these	these	DET
gs-2512	45	4	tasks	task	NOUN
gs-2512	45	5	,	,	PUNCT
gs-2512	45	6	the	the	DET
gs-2512	45	7	department	department	NOUN
gs-2512	45	8	of	of	ADP
gs-2512	45	9	transportation	transportation	NOUN
gs-2512	45	10	created	create	VERB
gs-2512	45	11	the	the	DET
gs-2512	45	12	its	its	PRON
gs-2512	45	13	program	program	NOUN
gs-2512	45	14	directorate	directorate	NOUN
gs-2512	45	15	,	,	PUNCT
gs-2512	45	16	and	and	CCONJ
gs-2512	45	17	significant	significant	ADJ
gs-2512	45	18	financial	financial	ADJ
gs-2512	45	19	resources	resource	NOUN
gs-2512	45	20	were	be	AUX
gs-2512	45	21	allocated	allocate	VERB
gs-2512	45	22	from	from	ADP
gs-2512	45	23	the	the	DET
gs-2512	45	24	state	state	NOUN
gs-2512	45	25	budget	budget	NOUN
gs-2512	46	1	[	[	X
gs-2512	46	2	2	2	NUM
gs-2512	46	3	]	]	PUNCT
gs-2512	46	4	.	.	PUNCT
gs-2512	47	1	one	one	NUM
gs-2512	47	2	of	of	ADP
gs-2512	47	3	the	the	DET
gs-2512	47	4	most	most	ADV
gs-2512	47	5	innovative	innovative	ADJ
gs-2512	47	6	technologies	technology	NOUN
gs-2512	47	7	,	,	PUNCT
gs-2512	47	8	radio	radio	NOUN
gs-2512	47	9	frequency	frequency	NOUN
gs-2512	47	10	identification	identification	NOUN
gs-2512	47	11	(	(	PUNCT
gs-2512	47	12	rfid	rfid	NOUN
gs-2512	47	13	)	)	PUNCT
gs-2512	47	14	technology	technology	NOUN
gs-2512	47	15	holds	hold	VERB
gs-2512	47	16	a	a	DET
gs-2512	47	17	significant	significant	ADJ
gs-2512	47	18	position	position	NOUN
gs-2512	47	19	among	among	ADP
gs-2512	47	20	the	the	DET
gs-2512	47	21	technologies	technology	NOUN
gs-2512	47	22	designed	design	VERB
gs-2512	47	23	for	for	ADP
gs-2512	47	24	the	the	DET
gs-2512	47	25	optimal	optimal	ADJ
gs-2512	47	26	management	management	NOUN
gs-2512	47	27	of	of	ADP
gs-2512	47	28	existing	exist	VERB
gs-2512	47	29	processes	process	NOUN
gs-2512	47	30	.	.	PUNCT
gs-2512	48	1	rfid	rfid	ADJ
gs-2512	48	2	augmentation	augmentation	NOUN
gs-2512	48	3	in	in	ADP
gs-2512	48	4	navigation	navigation	NOUN
gs-2512	48	5	and	and	CCONJ
gs-2512	48	6	safety	safety	NOUN
gs-2512	48	7	:	:	PUNCT
gs-2512	48	8	the	the	DET
gs-2512	48	9	application	application	NOUN
gs-2512	48	10	of	of	ADP
gs-2512	48	11	rfid	rfid	NOUN
gs-2512	48	12	in	in	ADP
gs-2512	48	13	intelligent	intelligent	ADJ
gs-2512	48	14	transport	transport	NOUN
gs-2512	48	15	systems	system	NOUN
gs-2512	48	16	is	be	AUX
gs-2512	48	17	expanding	expand	VERB
gs-2512	48	18	beyond	beyond	ADP
gs-2512	48	19	traditional	traditional	ADJ
gs-2512	48	20	realms	realm	NOUN
gs-2512	48	21	.	.	PUNCT
gs-2512	49	1	navigation	navigation	NOUN
gs-2512	49	2	systems	system	NOUN
gs-2512	49	3	leveraging	leverage	VERB
gs-2512	49	4	rfid	rfid	NOUN
gs-2512	49	5	tags	tag	NOUN
gs-2512	49	6	embedded	embed	VERB
gs-2512	49	7	in	in	ADP
gs-2512	49	8	road	road	NOUN
gs-2512	49	9	infrastructure	infrastructure	NOUN
gs-2512	49	10	offer	offer	VERB
gs-2512	49	11	real	real	ADJ
gs-2512	49	12	-	-	PUNCT
gs-2512	49	13	time	time	NOUN
gs-2512	49	14	information	information	NOUN
gs-2512	49	15	to	to	ADP
gs-2512	49	16	vehicles	vehicle	NOUN
gs-2512	49	17	,	,	PUNCT
gs-2512	49	18	enhancing	enhance	VERB
gs-2512	49	19	route	route	NOUN
gs-2512	49	20	optimization	optimization	NOUN
gs-2512	49	21	and	and	CCONJ
gs-2512	49	22	contributing	contribute	VERB
gs-2512	49	23	to	to	ADP
gs-2512	49	24	overall	overall	ADJ
gs-2512	49	25	road	road	NOUN
gs-2512	49	26	safety	safety	NOUN
gs-2512	49	27	.	.	PUNCT
gs-2512	50	1	in	in	ADP
gs-2512	50	2	emergency	emergency	NOUN
gs-2512	50	3	situations	situation	NOUN
gs-2512	50	4	,	,	PUNCT
gs-2512	50	5	such	such	ADJ
gs-2512	50	6	as	as	ADP
gs-2512	50	7	accidents	accident	NOUN
gs-2512	50	8	or	or	CCONJ
gs-2512	50	9	adverse	adverse	ADJ
gs-2512	50	10	weather	weather	NOUN
gs-2512	50	11	conditions	condition	NOUN
gs-2512	50	12	,	,	PUNCT
gs-2512	50	13	rfid	rfid	NOUN
gs-2512	50	14	-	-	PUNCT
gs-2512	50	15	enabled	enable	VERB
gs-2512	50	16	communication	communication	NOUN
gs-2512	50	17	can	can	AUX
gs-2512	50	18	alert	alert	VERB
gs-2512	50	19	drivers	driver	NOUN
gs-2512	50	20	,	,	PUNCT
gs-2512	50	21	improving	improve	VERB
gs-2512	50	22	response	response	NOUN
gs-2512	50	23	times	time	NOUN
gs-2512	50	24	and	and	CCONJ
gs-2512	50	25	mitigating	mitigate	VERB
gs-2512	50	26	risks	risk	NOUN
gs-2512	50	27	.	.	PUNCT
gs-2512	51	1	public	public	ADJ
gs-2512	51	2	transportation	transportation	NOUN
gs-2512	51	3	systems	system	NOUN
gs-2512	51	4	are	be	AUX
gs-2512	51	5	witnessing	witness	VERB
gs-2512	51	6	a	a	DET
gs-2512	51	7	revolution	revolution	NOUN
gs-2512	51	8	with	with	ADP
gs-2512	51	9	rfid	rfid	NOUN
gs-2512	51	10	technology	technology	NOUN
gs-2512	51	11	.	.	PUNCT
gs-2512	52	1	contactless	contactless	ADJ
gs-2512	52	2	smart	smart	ADJ
gs-2512	52	3	cards	card	NOUN
gs-2512	52	4	,	,	PUNCT
gs-2512	52	5	integrated	integrate	VERB
gs-2512	52	6	with	with	ADP
gs-2512	52	7	rfid	rfid	NOUN
gs-2512	52	8	,	,	PUNCT
gs-2512	52	9	streamline	streamline	VERB
gs-2512	52	10	passenger	passenger	NOUN
gs-2512	52	11	access	access	NOUN
gs-2512	52	12	,	,	PUNCT
gs-2512	52	13	reducing	reduce	VERB
gs-2512	52	14	queues	queue	NOUN
gs-2512	52	15	and	and	CCONJ
gs-2512	52	16	transaction	transaction	NOUN
gs-2512	52	17	times	time	NOUN
gs-2512	52	18	.	.	PUNCT
gs-2512	53	1	moreover	moreover	ADV
gs-2512	53	2	,	,	PUNCT
gs-2512	53	3	real	real	ADJ
gs-2512	53	4	-	-	PUNCT
gs-2512	53	5	time	time	NOUN
gs-2512	53	6	tracking	tracking	NOUN
gs-2512	53	7	of	of	ADP
gs-2512	53	8	public	public	ADJ
gs-2512	53	9	transport	transport	NOUN
gs-2512	53	10	vehicles	vehicle	NOUN
gs-2512	53	11	enhances	enhance	VERB
gs-2512	53	12	service	service	NOUN
gs-2512	53	13	reliability	reliability	NOUN
gs-2512	53	14	,	,	PUNCT
gs-2512	53	15	allowing	allow	VERB
gs-2512	53	16	passengers	passenger	NOUN
gs-2512	53	17	to	to	PART
gs-2512	53	18	plan	plan	VERB
gs-2512	53	19	their	their	PRON
gs-2512	53	20	journeys	journey	NOUN
gs-2512	53	21	more	more	ADV
gs-2512	53	22	efficiently	efficiently	ADV
gs-2512	53	23	.	.	PUNCT
gs-2512	54	1	these	these	DET
gs-2512	54	2	advancements	advancement	NOUN
gs-2512	54	3	contribute	contribute	VERB
gs-2512	54	4	to	to	ADP
gs-2512	54	5	the	the	DET
gs-2512	54	6	overall	overall	ADJ
gs-2512	54	7	appeal	appeal	NOUN
gs-2512	54	8	and	and	CCONJ
gs-2512	54	9	sustainability	sustainability	NOUN
gs-2512	54	10	of	of	ADP
gs-2512	54	11	public	public	ADJ
gs-2512	54	12	transportation	transportation	NOUN
gs-2512	54	13	.	.	PUNCT
gs-2512	55	1	the	the	DET
gs-2512	55	2	integration	integration	NOUN
gs-2512	55	3	of	of	ADP
gs-2512	55	4	smart	smart	ADJ
gs-2512	55	5	contracts	contract	NOUN
gs-2512	55	6	into	into	ADP
gs-2512	55	7	intelligent	intelligent	ADJ
gs-2512	55	8	transport	transport	NOUN
gs-2512	55	9	systems	system	NOUN
gs-2512	55	10	extends	extend	VERB
gs-2512	55	11	beyond	beyond	ADP
gs-2512	55	12	transactional	transactional	ADJ
gs-2512	55	13	automation	automation	NOUN
gs-2512	55	14	.	.	PUNCT
gs-2512	56	1	blockchain	blockchain	PROPN
gs-2512	56	2	's	's	PART
gs-2512	56	3	decentralized	decentralize	VERB
gs-2512	56	4	nature	nature	NOUN
gs-2512	56	5	provides	provide	VERB
gs-2512	56	6	a	a	DET
gs-2512	56	7	foundation	foundation	NOUN
gs-2512	56	8	for	for	ADP
gs-2512	56	9	governance	governance	NOUN
gs-2512	56	10	systems	system	NOUN
gs-2512	56	11	that	that	PRON
gs-2512	56	12	involve	involve	VERB
gs-2512	56	13	multiple	multiple	ADJ
gs-2512	56	14	entities	entity	NOUN
gs-2512	56	15	.	.	PUNCT
gs-2512	57	1	regulatory	regulatory	ADJ
gs-2512	57	2	compliance	compliance	NOUN
gs-2512	57	3	,	,	PUNCT
gs-2512	57	4	licensing	licensing	NOUN
gs-2512	57	5	,	,	PUNCT
gs-2512	57	6	and	and	CCONJ
gs-2512	57	7	standardization	standardization	NOUN
gs-2512	57	8	in	in	ADP
gs-2512	57	9	the	the	DET
gs-2512	57	10	transport	transport	NOUN
gs-2512	57	11	sector	sector	NOUN
gs-2512	57	12	georgian	georgian	NOUN
gs-2512	57	13	scientists/	scientists/	NUM
gs-2512	57	14	.	.	PUNCT
gs-2512	58	1	5	5	NUM
gs-2512	58	2	n	n	DET
gs-2512	58	3	4	4	NUM
gs-2512	58	4	,	,	PUNCT
gs-2512	58	5	2023	2023	NUM
gs-2512	58	6	370	370	NUM
gs-2512	58	7	can	can	AUX
gs-2512	58	8	be	be	AUX
gs-2512	58	9	facilitated	facilitate	VERB
gs-2512	58	10	through	through	ADP
gs-2512	58	11	decentralized	decentralize	VERB
gs-2512	58	12	decision	decision	NOUN
gs-2512	58	13	-	-	PUNCT
gs-2512	58	14	making	make	VERB
gs-2512	58	15	processes	process	NOUN
gs-2512	58	16	enabled	enable	VERB
gs-2512	58	17	by	by	ADP
gs-2512	58	18	smart	smart	ADJ
gs-2512	58	19	contracts	contract	NOUN
gs-2512	58	20	.	.	PUNCT
gs-2512	59	1	this	this	PRON
gs-2512	59	2	not	not	PART
gs-2512	59	3	only	only	ADV
gs-2512	59	4	ensures	ensure	VERB
gs-2512	59	5	compliance	compliance	NOUN
gs-2512	59	6	but	but	CCONJ
gs-2512	59	7	also	also	ADV
gs-2512	59	8	fosters	foster	VERB
gs-2512	59	9	a	a	DET
gs-2512	59	10	collaborative	collaborative	ADJ
gs-2512	59	11	and	and	CCONJ
gs-2512	59	12	transparent	transparent	ADJ
gs-2512	59	13	regulatory	regulatory	ADJ
gs-2512	59	14	environment	environment	NOUN
gs-2512	59	15	.	.	PUNCT
gs-2512	60	1	smart	smart	ADJ
gs-2512	60	2	contracts	contract	NOUN
gs-2512	60	3	in	in	ADP
gs-2512	60	4	fleet	fleet	NOUN
gs-2512	60	5	management	management	NOUN
gs-2512	60	6	the	the	DET
gs-2512	60	7	use	use	NOUN
gs-2512	60	8	of	of	ADP
gs-2512	60	9	smart	smart	ADJ
gs-2512	60	10	contracts	contract	NOUN
gs-2512	60	11	extends	extend	VERB
gs-2512	60	12	to	to	ADP
gs-2512	60	13	fleet	fleet	NOUN
gs-2512	60	14	management	management	NOUN
gs-2512	60	15	,	,	PUNCT
gs-2512	60	16	offering	offer	VERB
gs-2512	60	17	a	a	DET
gs-2512	60	18	secure	secure	ADJ
gs-2512	60	19	and	and	CCONJ
gs-2512	60	20	automated	automate	VERB
gs-2512	60	21	framework	framework	NOUN
gs-2512	60	22	for	for	ADP
gs-2512	60	23	monitoring	monitor	VERB
gs-2512	60	24	vehicle	vehicle	NOUN
gs-2512	60	25	health	health	NOUN
gs-2512	60	26	,	,	PUNCT
gs-2512	60	27	scheduling	scheduling	NOUN
gs-2512	60	28	maintenance	maintenance	NOUN
gs-2512	60	29	,	,	PUNCT
gs-2512	60	30	and	and	CCONJ
gs-2512	60	31	managing	manage	VERB
gs-2512	60	32	fuel	fuel	NOUN
gs-2512	60	33	consumption	consumption	NOUN
gs-2512	60	34	.	.	PUNCT
gs-2512	61	1	smart	smart	ADJ
gs-2512	61	2	contracts	contract	NOUN
gs-2512	61	3	can	can	AUX
gs-2512	61	4	autonomously	autonomously	ADV
gs-2512	61	5	trigger	trigger	VERB
gs-2512	61	6	maintenance	maintenance	NOUN
gs-2512	61	7	schedules	schedule	NOUN
gs-2512	61	8	based	base	VERB
gs-2512	61	9	on	on	ADP
gs-2512	61	10	predefined	predefined	ADJ
gs-2512	61	11	criteria	criterion	NOUN
gs-2512	61	12	,	,	PUNCT
gs-2512	61	13	optimizing	optimize	VERB
gs-2512	61	14	the	the	DET
gs-2512	61	15	operational	operational	ADJ
gs-2512	61	16	efficiency	efficiency	NOUN
gs-2512	61	17	of	of	ADP
gs-2512	61	18	transport	transport	NOUN
gs-2512	61	19	fleets	fleet	NOUN
gs-2512	61	20	.	.	PUNCT
gs-2512	62	1	additionally	additionally	ADV
gs-2512	62	2	,	,	PUNCT
gs-2512	62	3	they	they	PRON
gs-2512	62	4	facilitate	facilitate	VERB
gs-2512	62	5	transparent	transparent	ADJ
gs-2512	62	6	communication	communication	NOUN
gs-2512	62	7	between	between	ADP
gs-2512	62	8	vehicle	vehicle	NOUN
gs-2512	62	9	sensors	sensor	NOUN
gs-2512	62	10	and	and	CCONJ
gs-2512	62	11	maintenance	maintenance	NOUN
gs-2512	62	12	providers	provider	NOUN
gs-2512	62	13	,	,	PUNCT
gs-2512	62	14	ensuring	ensure	VERB
gs-2512	62	15	timely	timely	ADJ
gs-2512	62	16	interventions	intervention	NOUN
gs-2512	62	17	and	and	CCONJ
gs-2512	62	18	reducing	reduce	VERB
gs-2512	62	19	the	the	DET
gs-2512	62	20	risk	risk	NOUN
gs-2512	62	21	of	of	ADP
gs-2512	62	22	breakdowns	breakdown	NOUN
gs-2512	62	23	[	[	X
gs-2512	62	24	3	3	NUM
gs-2512	62	25	-	-	SYM
gs-2512	62	26	4	4	NUM
gs-2512	62	27	]	]	PUNCT
gs-2512	62	28	.	.	PUNCT
gs-2512	63	1	while	while	SCONJ
gs-2512	63	2	the	the	DET
gs-2512	63	3	integration	integration	NOUN
gs-2512	63	4	of	of	ADP
gs-2512	63	5	rfid	rfid	ADJ
gs-2512	63	6	and	and	CCONJ
gs-2512	63	7	smart	smart	ADJ
gs-2512	63	8	contracts	contract	NOUN
gs-2512	63	9	presents	present	VERB
gs-2512	63	10	numerous	numerous	ADJ
gs-2512	63	11	advantages	advantage	NOUN
gs-2512	63	12	,	,	PUNCT
gs-2512	63	13	challenges	challenge	NOUN
gs-2512	63	14	persist	persist	VERB
gs-2512	63	15	.	.	PUNCT
gs-2512	64	1	concerns	concern	NOUN
gs-2512	64	2	about	about	ADP
gs-2512	64	3	data	datum	NOUN
gs-2512	64	4	privacy	privacy	NOUN
gs-2512	64	5	,	,	PUNCT
gs-2512	64	6	standardization	standardization	NOUN
gs-2512	64	7	across	across	ADP
gs-2512	64	8	diverse	diverse	ADJ
gs-2512	64	9	systems	system	NOUN
gs-2512	64	10	,	,	PUNCT
gs-2512	64	11	and	and	CCONJ
gs-2512	64	12	the	the	DET
gs-2512	64	13	upfront	upfront	ADJ
gs-2512	64	14	costs	cost	NOUN
gs-2512	64	15	of	of	ADP
gs-2512	64	16	implementing	implement	VERB
gs-2512	64	17	these	these	DET
gs-2512	64	18	technologies	technology	NOUN
gs-2512	64	19	remain	remain	VERB
gs-2512	64	20	areas	area	NOUN
gs-2512	64	21	of	of	ADP
gs-2512	64	22	consideration	consideration	NOUN
gs-2512	64	23	.	.	PUNCT
gs-2512	65	1	however	however	ADV
gs-2512	65	2	,	,	PUNCT
gs-2512	65	3	ongoing	ongoing	ADJ
gs-2512	65	4	research	research	NOUN
gs-2512	65	5	and	and	CCONJ
gs-2512	65	6	collaborative	collaborative	ADJ
gs-2512	65	7	efforts	effort	NOUN
gs-2512	65	8	within	within	ADP
gs-2512	65	9	the	the	DET
gs-2512	65	10	industry	industry	NOUN
gs-2512	65	11	are	be	AUX
gs-2512	65	12	addressing	address	VERB
gs-2512	65	13	these	these	DET
gs-2512	65	14	challenges	challenge	NOUN
gs-2512	65	15	.	.	PUNCT
gs-2512	66	1	looking	look	VERB
gs-2512	66	2	forward	forward	ADV
gs-2512	66	3	,	,	PUNCT
gs-2512	66	4	the	the	DET
gs-2512	66	5	synergy	synergy	NOUN
gs-2512	66	6	between	between	ADP
gs-2512	66	7	rfid	rfid	ADJ
gs-2512	66	8	and	and	CCONJ
gs-2512	66	9	smart	smart	ADJ
gs-2512	66	10	contracts	contract	NOUN
gs-2512	66	11	in	in	ADP
gs-2512	66	12	intelligent	intelligent	ADJ
gs-2512	66	13	transport	transport	NOUN
gs-2512	66	14	systems	system	NOUN
gs-2512	66	15	is	be	AUX
gs-2512	66	16	likely	likely	ADJ
gs-2512	66	17	to	to	PART
gs-2512	66	18	witness	witness	VERB
gs-2512	66	19	continued	continued	ADJ
gs-2512	66	20	innovation	innovation	NOUN
gs-2512	66	21	.	.	PUNCT
gs-2512	67	1	advancements	advancement	NOUN
gs-2512	67	2	in	in	ADP
gs-2512	67	3	machine	machine	NOUN
gs-2512	67	4	learning	learning	NOUN
gs-2512	67	5	and	and	CCONJ
gs-2512	67	6	artificial	artificial	ADJ
gs-2512	67	7	intelligence	intelligence	NOUN
gs-2512	67	8	will	will	AUX
gs-2512	67	9	further	far	ADV
gs-2512	67	10	enhance	enhance	VERB
gs-2512	67	11	the	the	DET
gs-2512	67	12	capabilities	capability	NOUN
gs-2512	67	13	of	of	ADP
gs-2512	67	14	these	these	DET
gs-2512	67	15	technologies	technology	NOUN
gs-2512	67	16	,	,	PUNCT
gs-2512	67	17	offering	offer	VERB
gs-2512	67	18	predictive	predictive	ADJ
gs-2512	67	19	analytics	analytic	NOUN
gs-2512	67	20	for	for	ADP
gs-2512	67	21	traffic	traffic	NOUN
gs-2512	67	22	patterns	pattern	NOUN
gs-2512	67	23	,	,	PUNCT
gs-2512	67	24	maintenance	maintenance	NOUN
gs-2512	67	25	needs	need	NOUN
gs-2512	67	26	,	,	PUNCT
gs-2512	67	27	and	and	CCONJ
gs-2512	67	28	even	even	ADV
gs-2512	67	29	anticipating	anticipate	VERB
gs-2512	67	30	potential	potential	ADJ
gs-2512	67	31	disruptions	disruption	NOUN
gs-2512	67	32	.	.	PUNCT
gs-2512	68	1	fleet	fleet	NOUN
gs-2512	68	2	management	management	NOUN
gs-2512	68	3	,	,	PUNCT
gs-2512	68	4	a	a	DET
gs-2512	68	5	critical	critical	ADJ
gs-2512	68	6	component	component	NOUN
gs-2512	68	7	of	of	ADP
gs-2512	68	8	modern	modern	ADJ
gs-2512	68	9	transportation	transportation	NOUN
gs-2512	68	10	systems	system	NOUN
gs-2512	68	11	,	,	PUNCT
gs-2512	68	12	is	be	AUX
gs-2512	68	13	undergoing	undergo	VERB
gs-2512	68	14	a	a	DET
gs-2512	68	15	revolutionary	revolutionary	ADJ
gs-2512	68	16	transformation	transformation	NOUN
gs-2512	68	17	with	with	ADP
gs-2512	68	18	the	the	DET
gs-2512	68	19	integration	integration	NOUN
gs-2512	68	20	of	of	ADP
gs-2512	68	21	smart	smart	ADJ
gs-2512	68	22	contracts	contract	NOUN
gs-2512	68	23	.	.	PUNCT
gs-2512	69	1	these	these	DET
gs-2512	69	2	self	self	NOUN
gs-2512	69	3	-	-	PUNCT
gs-2512	69	4	executing	execute	VERB
gs-2512	69	5	and	and	CCONJ
gs-2512	69	6	tamper	tamper	ADV
gs-2512	69	7	-	-	PUNCT
gs-2512	69	8	resistant	resistant	ADJ
gs-2512	69	9	contracts	contract	NOUN
gs-2512	69	10	,	,	PUNCT
gs-2512	69	11	underpinned	underpin	VERB
gs-2512	69	12	by	by	ADP
gs-2512	69	13	blockchain	blockchain	PROPN
gs-2512	69	14	technology	technology	PROPN
gs-2512	69	15	,	,	PUNCT
gs-2512	69	16	are	be	AUX
gs-2512	69	17	reshaping	reshape	VERB
gs-2512	69	18	how	how	SCONJ
gs-2512	69	19	fleets	fleet	NOUN
gs-2512	69	20	are	be	AUX
gs-2512	69	21	monitored	monitor	VERB
gs-2512	69	22	,	,	PUNCT
gs-2512	69	23	maintained	maintain	VERB
gs-2512	69	24	,	,	PUNCT
gs-2512	69	25	and	and	CCONJ
gs-2512	69	26	optimized	optimize	VERB
gs-2512	69	27	for	for	ADP
gs-2512	69	28	operational	operational	ADJ
gs-2512	69	29	efficiency	efficiency	NOUN
gs-2512	69	30	.	.	PUNCT
gs-2512	70	1	one	one	NUM
gs-2512	70	2	of	of	ADP
gs-2512	70	3	the	the	DET
gs-2512	70	4	primary	primary	ADJ
gs-2512	70	5	applications	application	NOUN
gs-2512	70	6	of	of	ADP
gs-2512	70	7	smart	smart	ADJ
gs-2512	70	8	contracts	contract	NOUN
gs-2512	70	9	in	in	ADP
gs-2512	70	10	fleet	fleet	NOUN
gs-2512	70	11	management	management	NOUN
gs-2512	70	12	is	be	AUX
gs-2512	70	13	the	the	DET
gs-2512	70	14	automation	automation	NOUN
gs-2512	70	15	of	of	ADP
gs-2512	70	16	maintenance	maintenance	NOUN
gs-2512	70	17	schedules	schedule	NOUN
gs-2512	70	18	.	.	PUNCT
gs-2512	71	1	traditional	traditional	ADJ
gs-2512	71	2	maintenance	maintenance	NOUN
gs-2512	71	3	processes	process	NOUN
gs-2512	71	4	often	often	ADV
gs-2512	71	5	rely	rely	VERB
gs-2512	71	6	on	on	ADP
gs-2512	71	7	predefined	predefine	VERB
gs-2512	71	8	timelines	timeline	NOUN
gs-2512	71	9	or	or	CCONJ
gs-2512	71	10	mileage	mileage	NOUN
gs-2512	71	11	intervals	interval	NOUN
gs-2512	71	12	,	,	PUNCT
gs-2512	71	13	leading	lead	VERB
gs-2512	71	14	to	to	ADP
gs-2512	71	15	either	either	CCONJ
gs-2512	71	16	under	under	NOUN
gs-2512	71	17	-	-	PUNCT
gs-2512	71	18	maintenance	maintenance	NOUN
gs-2512	71	19	or	or	CCONJ
gs-2512	71	20	unnecessary	unnecessary	ADJ
gs-2512	71	21	servicing	servicing	NOUN
gs-2512	71	22	.	.	PUNCT
gs-2512	72	1	smart	smart	ADJ
gs-2512	72	2	contracts	contract	NOUN
gs-2512	72	3	,	,	PUNCT
gs-2512	72	4	equipped	equip	VERB
gs-2512	72	5	with	with	ADP
gs-2512	72	6	predefined	predefine	VERB
gs-2512	72	7	criteria	criterion	NOUN
gs-2512	72	8	such	such	ADJ
gs-2512	72	9	as	as	ADP
gs-2512	72	10	engine	engine	NOUN
gs-2512	72	11	hours	hour	NOUN
gs-2512	72	12	,	,	PUNCT
gs-2512	72	13	mileage	mileage	NOUN
gs-2512	72	14	,	,	PUNCT
gs-2512	72	15	or	or	CCONJ
gs-2512	72	16	diagnostic	diagnostic	ADJ
gs-2512	72	17	data	datum	NOUN
gs-2512	72	18	,	,	PUNCT
gs-2512	72	19	autonomously	autonomously	ADV
gs-2512	72	20	trigger	trigger	NOUN
gs-2512	72	21	maintenance	maintenance	NOUN
gs-2512	72	22	schedules	schedule	NOUN
gs-2512	72	23	.	.	PUNCT
gs-2512	73	1	this	this	DET
gs-2512	73	2	proactive	proactive	ADJ
gs-2512	73	3	approach	approach	NOUN
gs-2512	73	4	ensures	ensure	VERB
gs-2512	73	5	that	that	SCONJ
gs-2512	73	6	vehicles	vehicle	NOUN
gs-2512	73	7	receive	receive	VERB
gs-2512	73	8	timely	timely	ADV
gs-2512	73	9	and	and	CCONJ
gs-2512	73	10	precisely	precisely	ADV
gs-2512	73	11	tailored	tailored	ADJ
gs-2512	73	12	maintenance	maintenance	NOUN
gs-2512	73	13	,	,	PUNCT
gs-2512	73	14	minimizing	minimize	VERB
gs-2512	73	15	the	the	DET
gs-2512	73	16	risk	risk	NOUN
gs-2512	73	17	of	of	ADP
gs-2512	73	18	unexpected	unexpected	ADJ
gs-2512	73	19	breakdowns	breakdown	NOUN
gs-2512	73	20	and	and	CCONJ
gs-2512	73	21	extending	extend	VERB
gs-2512	73	22	the	the	DET
gs-2512	73	23	lifespan	lifespan	NOUN
gs-2512	73	24	of	of	ADP
gs-2512	73	25	the	the	DET
gs-2512	73	26	fleet	fleet	NOUN
gs-2512	73	27	.	.	PUNCT
gs-2512	74	1	smart	smart	ADJ
gs-2512	74	2	contracts	contract	NOUN
gs-2512	74	3	bring	bring	VERB
gs-2512	74	4	transparency	transparency	NOUN
gs-2512	74	5	to	to	ADP
gs-2512	74	6	the	the	DET
gs-2512	74	7	record	record	NOUN
gs-2512	74	8	-	-	PUNCT
gs-2512	74	9	keeping	keep	VERB
gs-2512	74	10	process	process	NOUN
gs-2512	74	11	in	in	ADP
gs-2512	74	12	fleet	fleet	NOUN
gs-2512	74	13	management	management	NOUN
gs-2512	74	14	.	.	PUNCT
gs-2512	75	1	maintenance	maintenance	NOUN
gs-2512	75	2	records	record	NOUN
gs-2512	75	3	,	,	PUNCT
gs-2512	75	4	service	service	NOUN
gs-2512	75	5	history	history	NOUN
gs-2512	75	6	,	,	PUNCT
gs-2512	75	7	and	and	CCONJ
gs-2512	75	8	compliance	compliance	NOUN
gs-2512	75	9	documentation	documentation	NOUN
gs-2512	75	10	are	be	AUX
gs-2512	75	11	securely	securely	ADV
gs-2512	75	12	stored	store	VERB
gs-2512	75	13	in	in	ADP
gs-2512	75	14	a	a	DET
gs-2512	75	15	decentralized	decentralized	ADJ
gs-2512	75	16	georgian	georgian	NOUN
gs-2512	75	17	scientists/	scientists/	NUM
gs-2512	75	18	.	.	PUNCT
gs-2512	76	1	5	5	NUM
gs-2512	76	2	n	n	DET
gs-2512	76	3	4	4	NUM
gs-2512	76	4	,	,	PUNCT
gs-2512	76	5	2023	2023	NUM
gs-2512	76	6	371	371	NUM
gs-2512	76	7	blockchain	blockchain	NOUN
gs-2512	76	8	,	,	PUNCT
gs-2512	76	9	ensuring	ensure	VERB
gs-2512	76	10	an	an	DET
gs-2512	76	11	immutable	immutable	ADJ
gs-2512	76	12	and	and	CCONJ
gs-2512	76	13	tamper	tamper	ADV
gs-2512	76	14	-	-	PUNCT
gs-2512	76	15	resistant	resistant	ADJ
gs-2512	76	16	audit	audit	NOUN
gs-2512	76	17	trail	trail	NOUN
gs-2512	76	18	.	.	PUNCT
gs-2512	77	1	this	this	PRON
gs-2512	77	2	not	not	PART
gs-2512	77	3	only	only	ADV
gs-2512	77	4	facilitates	facilitate	VERB
gs-2512	77	5	regulatory	regulatory	ADJ
gs-2512	77	6	compliance	compliance	NOUN
gs-2512	77	7	but	but	CCONJ
gs-2512	77	8	also	also	ADV
gs-2512	77	9	simplifies	simplify	VERB
gs-2512	77	10	the	the	DET
gs-2512	77	11	auditing	auditing	NOUN
gs-2512	77	12	process	process	NOUN
gs-2512	77	13	,	,	PUNCT
gs-2512	77	14	reducing	reduce	VERB
gs-2512	77	15	administrative	administrative	ADJ
gs-2512	77	16	burdens	burden	NOUN
gs-2512	77	17	and	and	CCONJ
gs-2512	77	18	enhancing	enhance	VERB
gs-2512	77	19	trust	trust	NOUN
gs-2512	77	20	between	between	ADP
gs-2512	77	21	fleet	fleet	NOUN
gs-2512	77	22	operators	operator	NOUN
gs-2512	77	23	and	and	CCONJ
gs-2512	77	24	regulatory	regulatory	ADJ
gs-2512	77	25	bodies	body	NOUN
gs-2512	77	26	.	.	PUNCT
gs-2512	78	1	efficient	efficient	ADJ
gs-2512	78	2	fuel	fuel	NOUN
gs-2512	78	3	management	management	NOUN
gs-2512	78	4	is	be	AUX
gs-2512	78	5	a	a	DET
gs-2512	78	6	critical	critical	ADJ
gs-2512	78	7	aspect	aspect	NOUN
gs-2512	78	8	of	of	ADP
gs-2512	78	9	fleet	fleet	NOUN
gs-2512	78	10	operations	operation	NOUN
gs-2512	78	11	.	.	PUNCT
gs-2512	79	1	smart	smart	ADJ
gs-2512	79	2	contracts	contract	NOUN
gs-2512	79	3	can	can	AUX
gs-2512	79	4	be	be	AUX
gs-2512	79	5	employed	employ	VERB
gs-2512	79	6	to	to	PART
gs-2512	79	7	monitor	monitor	VERB
gs-2512	79	8	fuel	fuel	NOUN
gs-2512	79	9	consumption	consumption	NOUN
gs-2512	79	10	,	,	PUNCT
gs-2512	79	11	optimize	optimize	NOUN
gs-2512	79	12	routes	route	NOUN
gs-2512	79	13	,	,	PUNCT
gs-2512	79	14	and	and	CCONJ
gs-2512	79	15	streamline	streamline	VERB
gs-2512	79	16	fueling	fueling	NOUN
gs-2512	79	17	processes	process	NOUN
gs-2512	79	18	.	.	PUNCT
gs-2512	80	1	integration	integration	NOUN
gs-2512	80	2	with	with	ADP
gs-2512	80	3	iot	iot	PROPN
gs-2512	80	4	devices	device	NOUN
gs-2512	80	5	and	and	CCONJ
gs-2512	80	6	sensors	sensor	NOUN
gs-2512	80	7	allows	allow	VERB
gs-2512	80	8	smart	smart	ADJ
gs-2512	80	9	contracts	contract	NOUN
gs-2512	80	10	to	to	PART
gs-2512	80	11	track	track	VERB
gs-2512	80	12	real	real	ADJ
gs-2512	80	13	-	-	PUNCT
gs-2512	80	14	time	time	NOUN
gs-2512	80	15	fuel	fuel	NOUN
gs-2512	80	16	levels	level	NOUN
gs-2512	80	17	and	and	CCONJ
gs-2512	80	18	trigger	trigger	NOUN
gs-2512	80	19	fueling	fuel	VERB
gs-2512	80	20	processes	process	NOUN
gs-2512	80	21	automatically	automatically	ADV
gs-2512	80	22	when	when	SCONJ
gs-2512	80	23	predefined	predefine	VERB
gs-2512	80	24	thresholds	threshold	NOUN
gs-2512	80	25	are	be	AUX
gs-2512	80	26	reached	reach	VERB
gs-2512	80	27	.	.	PUNCT
gs-2512	81	1	this	this	PRON
gs-2512	81	2	not	not	PART
gs-2512	81	3	only	only	ADV
gs-2512	81	4	reduces	reduce	VERB
gs-2512	81	5	fuel	fuel	NOUN
gs-2512	81	6	wastage	wastage	NOUN
gs-2512	81	7	but	but	CCONJ
gs-2512	81	8	also	also	ADV
gs-2512	81	9	enhances	enhance	VERB
gs-2512	81	10	overall	overall	ADJ
gs-2512	81	11	fuel	fuel	NOUN
gs-2512	81	12	efficiency	efficiency	NOUN
gs-2512	81	13	,	,	PUNCT
gs-2512	81	14	contributing	contribute	VERB
gs-2512	81	15	to	to	PART
gs-2512	81	16	cost	cost	VERB
gs-2512	81	17	savings	saving	NOUN
gs-2512	81	18	for	for	ADP
gs-2512	81	19	fleet	fleet	NOUN
gs-2512	81	20	operators	operator	NOUN
gs-2512	81	21	.	.	PUNCT
gs-2512	82	1	smart	smart	ADJ
gs-2512	82	2	contracts	contract	NOUN
gs-2512	82	3	facilitate	facilitate	VERB
gs-2512	82	4	transparent	transparent	ADJ
gs-2512	82	5	and	and	CCONJ
gs-2512	82	6	decentralized	decentralized	ADJ
gs-2512	82	7	communication	communication	NOUN
gs-2512	82	8	between	between	ADP
gs-2512	82	9	vehicles	vehicle	NOUN
gs-2512	82	10	and	and	CCONJ
gs-2512	82	11	maintenance	maintenance	NOUN
gs-2512	82	12	service	service	NOUN
gs-2512	82	13	providers	provider	NOUN
gs-2512	82	14	.	.	PUNCT
gs-2512	83	1	when	when	SCONJ
gs-2512	83	2	a	a	DET
gs-2512	83	3	vehicle	vehicle	NOUN
gs-2512	83	4	's	's	PART
gs-2512	83	5	sensors	sensor	NOUN
gs-2512	83	6	detect	detect	VERB
gs-2512	83	7	issues	issue	NOUN
gs-2512	83	8	requiring	require	VERB
gs-2512	83	9	attention	attention	NOUN
gs-2512	83	10	,	,	PUNCT
gs-2512	83	11	smart	smart	ADJ
gs-2512	83	12	contracts	contract	NOUN
gs-2512	83	13	can	can	AUX
gs-2512	83	14	automatically	automatically	ADV
gs-2512	83	15	communicate	communicate	VERB
gs-2512	83	16	with	with	ADP
gs-2512	83	17	authorized	authorize	VERB
gs-2512	83	18	maintenance	maintenance	NOUN
gs-2512	83	19	providers	provider	NOUN
gs-2512	83	20	.	.	PUNCT
gs-2512	84	1	this	this	DET
gs-2512	84	2	seamless	seamless	ADJ
gs-2512	84	3	communication	communication	NOUN
gs-2512	84	4	ensures	ensure	VERB
gs-2512	84	5	that	that	SCONJ
gs-2512	84	6	maintenance	maintenance	NOUN
gs-2512	84	7	needs	need	NOUN
gs-2512	84	8	are	be	AUX
gs-2512	84	9	addressed	address	VERB
gs-2512	84	10	promptly	promptly	ADV
gs-2512	84	11	,	,	PUNCT
gs-2512	84	12	minimizing	minimize	VERB
gs-2512	84	13	downtime	downtime	NOUN
gs-2512	84	14	and	and	CCONJ
gs-2512	84	15	enhancing	enhance	VERB
gs-2512	84	16	operational	operational	ADJ
gs-2512	84	17	efficiency	efficiency	NOUN
gs-2512	84	18	.	.	PUNCT
gs-2512	85	1	the	the	DET
gs-2512	85	2	decentralized	decentralized	ADJ
gs-2512	85	3	nature	nature	NOUN
gs-2512	85	4	of	of	ADP
gs-2512	85	5	blockchain	blockchain	PROPN
gs-2512	85	6	ensures	ensure	VERB
gs-2512	85	7	that	that	SCONJ
gs-2512	85	8	communication	communication	NOUN
gs-2512	85	9	is	be	AUX
gs-2512	85	10	secure	secure	ADJ
gs-2512	85	11	and	and	CCONJ
gs-2512	85	12	tamper	tamper	ADV
gs-2512	85	13	-	-	PUNCT
gs-2512	85	14	resistant	resistant	ADJ
gs-2512	85	15	.	.	PUNCT
gs-2512	86	1	smart	smart	ADJ
gs-2512	86	2	contracts	contract	NOUN
gs-2512	86	3	play	play	VERB
gs-2512	86	4	a	a	DET
gs-2512	86	5	pivotal	pivotal	ADJ
gs-2512	86	6	role	role	NOUN
gs-2512	86	7	in	in	ADP
gs-2512	86	8	enhancing	enhance	VERB
gs-2512	86	9	fleet	fleet	NOUN
gs-2512	86	10	safety	safety	NOUN
gs-2512	86	11	and	and	CCONJ
gs-2512	86	12	compliance	compliance	NOUN
gs-2512	86	13	.	.	PUNCT
gs-2512	87	1	by	by	ADP
gs-2512	87	2	automating	automate	VERB
gs-2512	87	3	and	and	CCONJ
gs-2512	87	4	enforcing	enforce	VERB
gs-2512	87	5	compliance	compliance	NOUN
gs-2512	87	6	regulations	regulation	NOUN
gs-2512	87	7	within	within	ADP
gs-2512	87	8	the	the	DET
gs-2512	87	9	contracts	contract	NOUN
gs-2512	87	10	,	,	PUNCT
gs-2512	87	11	fleet	fleet	NOUN
gs-2512	87	12	managers	manager	NOUN
gs-2512	87	13	can	can	AUX
gs-2512	87	14	ensure	ensure	VERB
gs-2512	87	15	that	that	SCONJ
gs-2512	87	16	vehicles	vehicle	NOUN
gs-2512	87	17	adhere	adhere	VERB
gs-2512	87	18	to	to	ADP
gs-2512	87	19	safety	safety	NOUN
gs-2512	87	20	standards	standard	NOUN
gs-2512	87	21	,	,	PUNCT
gs-2512	87	22	regulatory	regulatory	ADJ
gs-2512	87	23	requirements	requirement	NOUN
gs-2512	87	24	,	,	PUNCT
gs-2512	87	25	and	and	CCONJ
gs-2512	87	26	environmental	environmental	ADJ
gs-2512	87	27	policies	policy	NOUN
gs-2512	87	28	.	.	PUNCT
gs-2512	88	1	automated	automate	VERB
gs-2512	88	2	alerts	alert	NOUN
gs-2512	88	3	and	and	CCONJ
gs-2512	88	4	notifications	notification	NOUN
gs-2512	88	5	can	can	AUX
gs-2512	88	6	be	be	AUX
gs-2512	88	7	triggered	trigger	VERB
gs-2512	88	8	if	if	SCONJ
gs-2512	88	9	a	a	DET
gs-2512	88	10	vehicle	vehicle	NOUN
gs-2512	88	11	deviates	deviate	VERB
gs-2512	88	12	from	from	ADP
gs-2512	88	13	compliance	compliance	NOUN
gs-2512	88	14	,	,	PUNCT
gs-2512	88	15	allowing	allow	VERB
gs-2512	88	16	for	for	ADP
gs-2512	88	17	timely	timely	ADJ
gs-2512	88	18	interventions	intervention	NOUN
gs-2512	88	19	and	and	CCONJ
gs-2512	88	20	corrective	corrective	ADJ
gs-2512	88	21	actions	action	NOUN
gs-2512	88	22	.	.	PUNCT
gs-2512	89	1	while	while	SCONJ
gs-2512	89	2	the	the	DET
gs-2512	89	3	integration	integration	NOUN
gs-2512	89	4	of	of	ADP
gs-2512	89	5	smart	smart	ADJ
gs-2512	89	6	contracts	contract	NOUN
gs-2512	89	7	in	in	ADP
gs-2512	89	8	fleet	fleet	NOUN
gs-2512	89	9	management	management	NOUN
gs-2512	89	10	presents	present	VERB
gs-2512	89	11	numerous	numerous	ADJ
gs-2512	89	12	benefits	benefit	NOUN
gs-2512	89	13	,	,	PUNCT
gs-2512	89	14	challenges	challenge	NOUN
gs-2512	89	15	such	such	ADJ
gs-2512	89	16	as	as	ADP
gs-2512	89	17	data	datum	NOUN
gs-2512	89	18	privacy	privacy	NOUN
gs-2512	89	19	concerns	concern	NOUN
gs-2512	89	20	,	,	PUNCT
gs-2512	89	21	standardization	standardization	NOUN
gs-2512	89	22	across	across	ADP
gs-2512	89	23	diverse	diverse	ADJ
gs-2512	89	24	systems	system	NOUN
gs-2512	89	25	,	,	PUNCT
gs-2512	89	26	and	and	CCONJ
gs-2512	89	27	the	the	DET
gs-2512	89	28	initial	initial	ADJ
gs-2512	89	29	investment	investment	NOUN
gs-2512	89	30	in	in	ADP
gs-2512	89	31	technology	technology	NOUN
gs-2512	89	32	adoption	adoption	NOUN
gs-2512	89	33	need	need	VERB
gs-2512	89	34	to	to	PART
gs-2512	89	35	be	be	AUX
gs-2512	89	36	addressed	address	VERB
gs-2512	89	37	.	.	PUNCT
gs-2512	90	1	ongoing	ongoing	ADJ
gs-2512	90	2	research	research	NOUN
gs-2512	90	3	and	and	CCONJ
gs-2512	90	4	collaboration	collaboration	NOUN
gs-2512	90	5	within	within	ADP
gs-2512	90	6	the	the	DET
gs-2512	90	7	industry	industry	NOUN
gs-2512	90	8	are	be	AUX
gs-2512	90	9	crucial	crucial	ADJ
gs-2512	90	10	to	to	ADP
gs-2512	90	11	overcoming	overcome	VERB
gs-2512	90	12	these	these	DET
gs-2512	90	13	challenges	challenge	NOUN
gs-2512	90	14	.	.	PUNCT
gs-2512	91	1	the	the	DET
gs-2512	91	2	marriage	marriage	NOUN
gs-2512	91	3	of	of	ADP
gs-2512	91	4	rfid	rfid	ADJ
gs-2512	91	5	and	and	CCONJ
gs-2512	91	6	smart	smart	ADJ
gs-2512	91	7	contracts	contract	NOUN
gs-2512	91	8	in	in	ADP
gs-2512	91	9	intelligent	intelligent	ADJ
gs-2512	91	10	transport	transport	NOUN
gs-2512	91	11	systems	system	NOUN
gs-2512	91	12	is	be	AUX
gs-2512	91	13	shaping	shape	VERB
gs-2512	91	14	a	a	DET
gs-2512	91	15	future	future	NOUN
gs-2512	91	16	where	where	SCONJ
gs-2512	91	17	connectivity	connectivity	NOUN
gs-2512	91	18	,	,	PUNCT
gs-2512	91	19	efficiency	efficiency	NOUN
gs-2512	91	20	,	,	PUNCT
gs-2512	91	21	and	and	CCONJ
gs-2512	91	22	sustainability	sustainability	NOUN
gs-2512	91	23	converge	converge	VERB
gs-2512	91	24	.	.	PUNCT
gs-2512	92	1	as	as	SCONJ
gs-2512	92	2	these	these	DET
gs-2512	92	3	technologies	technology	NOUN
gs-2512	92	4	continue	continue	VERB
gs-2512	92	5	to	to	PART
gs-2512	92	6	evolve	evolve	VERB
gs-2512	92	7	,	,	PUNCT
gs-2512	92	8	their	their	PRON
gs-2512	92	9	transformative	transformative	ADJ
gs-2512	92	10	impact	impact	NOUN
gs-2512	92	11	will	will	AUX
gs-2512	92	12	undoubtedly	undoubtedly	ADV
gs-2512	92	13	redefine	redefine	VERB
gs-2512	92	14	the	the	DET
gs-2512	92	15	landscape	landscape	NOUN
gs-2512	92	16	of	of	ADP
gs-2512	92	17	transportation	transportation	NOUN
gs-2512	92	18	in	in	ADP
gs-2512	92	19	the	the	DET
gs-2512	92	20	xxi	xxi	ADJ
gs-2512	92	21	century	century	NOUN
gs-2512	92	22	,	,	PUNCT
gs-2512	92	23	ushering	usher	VERB
gs-2512	92	24	in	in	ADP
gs-2512	92	25	an	an	DET
gs-2512	92	26	era	era	NOUN
gs-2512	92	27	of	of	ADP
gs-2512	92	28	intelligent	intelligent	ADJ
gs-2512	92	29	,	,	PUNCT
gs-2512	92	30	adaptive	adaptive	ADJ
gs-2512	92	31	,	,	PUNCT
gs-2512	92	32	and	and	CCONJ
gs-2512	92	33	seamlessly	seamlessly	ADV
gs-2512	92	34	interconnected	interconnect	VERB
gs-2512	92	35	transport	transport	NOUN
gs-2512	92	36	ecosystems	ecosystem	NOUN
gs-2512	92	37	[	[	X
gs-2512	92	38	5	5	NUM
gs-2512	92	39	-	-	SYM
gs-2512	92	40	6	6	NUM
gs-2512	92	41	-	-	SYM
gs-2512	92	42	7	7	NUM
gs-2512	92	43	]	]	PUNCT
gs-2512	92	44	.	.	PUNCT
gs-2512	93	1	the	the	DET
gs-2512	93	2	european	european	PROPN
gs-2512	93	3	union	union	PROPN
gs-2512	93	4	has	have	AUX
gs-2512	93	5	developed	develop	VERB
gs-2512	93	6	an	an	DET
gs-2512	93	7	interstate	interstate	ADJ
gs-2512	93	8	program	program	NOUN
gs-2512	93	9	of	of	ADP
gs-2512	93	10	research	research	NOUN
gs-2512	93	11	and	and	CCONJ
gs-2512	93	12	development	development	NOUN
gs-2512	93	13	works	work	VERB
gs-2512	93	14	on	on	ADP
gs-2512	93	15	its	its	PRON
gs-2512	93	16	creation	creation	NOUN
gs-2512	93	17	,	,	PUNCT
gs-2512	93	18	which	which	PRON
gs-2512	93	19	is	be	AUX
gs-2512	93	20	financed	finance	VERB
gs-2512	93	21	by	by	ADP
gs-2512	93	22	the	the	DET
gs-2512	93	23	eu	eu	PROPN
gs-2512	93	24	,	,	PUNCT
gs-2512	93	25	individual	individual	ADJ
gs-2512	93	26	eu	eu	PROPN
gs-2512	93	27	states	state	NOUN
gs-2512	93	28	,	,	PUNCT
gs-2512	93	29	and	and	CCONJ
gs-2512	93	30	private	private	ADJ
gs-2512	93	31	business	business	NOUN
gs-2512	93	32	.	.	PUNCT
gs-2512	94	1	much	much	ADJ
gs-2512	94	2	attention	attention	NOUN
gs-2512	94	3	georgian	georgian	NOUN
gs-2512	94	4	scientists/	scientists/	NUM
gs-2512	94	5	.	.	PUNCT
gs-2512	95	1	5	5	NUM
gs-2512	95	2	n	n	DET
gs-2512	95	3	4	4	NUM
gs-2512	95	4	,	,	PUNCT
gs-2512	95	5	2023	2023	NUM
gs-2512	95	6	372	372	NUM
gs-2512	95	7	is	be	AUX
gs-2512	95	8	paid	pay	VERB
gs-2512	95	9	to	to	ADP
gs-2512	95	10	the	the	DET
gs-2512	95	11	integration	integration	NOUN
gs-2512	95	12	of	of	ADP
gs-2512	95	13	intellectual	intellectual	ADJ
gs-2512	95	14	potential	potential	NOUN
gs-2512	95	15	,	,	PUNCT
gs-2512	95	16	a	a	DET
gs-2512	95	17	large	large	ADJ
gs-2512	95	18	number	number	NOUN
gs-2512	95	19	of	of	ADP
gs-2512	95	20	performers	performer	NOUN
gs-2512	95	21	of	of	ADP
gs-2512	95	22	different	different	ADJ
gs-2512	95	23	profiles	profile	NOUN
gs-2512	95	24	are	be	AUX
gs-2512	95	25	involved	involve	VERB
gs-2512	95	26	in	in	ADP
gs-2512	95	27	the	the	DET
gs-2512	95	28	implementation	implementation	NOUN
gs-2512	95	29	of	of	ADP
gs-2512	95	30	projects	project	NOUN
gs-2512	95	31	.	.	PUNCT
gs-2512	96	1	for	for	ADP
gs-2512	96	2	example	example	NOUN
gs-2512	96	3	,	,	PUNCT
gs-2512	96	4	44	44	NUM
gs-2512	96	5	companies	company	NOUN
gs-2512	96	6	participated	participate	VERB
gs-2512	96	7	in	in	ADP
gs-2512	96	8	the	the	DET
gs-2512	96	9	already	already	ADV
gs-2512	96	10	completed	complete	VERB
gs-2512	96	11	european	european	ADJ
gs-2512	96	12	project	project	NOUN
gs-2512	96	13	"	"	PUNCT
gs-2512	96	14	ddrive	ddrive	ADJ
gs-2512	96	15	-	-	PUNCT
gs-2512	96	16	c2x	c2x	NOUN
gs-2512	96	17	"	"	PUNCT
gs-2512	96	18	,	,	PUNCT
gs-2512	96	19	which	which	PRON
gs-2512	96	20	included	include	VERB
gs-2512	96	21	the	the	DET
gs-2512	96	22	development	development	NOUN
gs-2512	96	23	of	of	ADP
gs-2512	96	24	technologies	technology	NOUN
gs-2512	96	25	and	and	CCONJ
gs-2512	96	26	technical	technical	ADJ
gs-2512	96	27	means	mean	NOUN
gs-2512	96	28	of	of	ADP
gs-2512	96	29	warning	warn	VERB
gs-2512	96	30	drivers	driver	NOUN
gs-2512	96	31	of	of	ADP
gs-2512	96	32	various	various	ADJ
gs-2512	96	33	types	type	NOUN
gs-2512	96	34	of	of	ADP
gs-2512	96	35	danger	danger	NOUN
gs-2512	96	36	and	and	CCONJ
gs-2512	96	37	assisting	assist	VERB
gs-2512	96	38	them	they	PRON
gs-2512	96	39	in	in	ADP
gs-2512	96	40	various	various	ADJ
gs-2512	96	41	situations	situation	NOUN
gs-2512	96	42	,	,	PUNCT
gs-2512	96	43	and	and	CCONJ
gs-2512	96	44	there	there	PRON
gs-2512	96	45	were	be	VERB
gs-2512	96	46	11	11	NUM
gs-2512	96	47	supporting	support	VERB
gs-2512	96	48	partners	partner	NOUN
gs-2512	96	49	(	(	PUNCT
gs-2512	96	50	fig	fig	NOUN
gs-2512	96	51	.	.	PUNCT
gs-2512	97	1	3	3	NUM
gs-2512	97	2	):	):	PUNCT
gs-2512	97	3	fig	fig	NOUN
gs-2512	97	4	.	.	PUNCT
gs-2512	98	1	3	3	X
gs-2512	98	2	.	.	X
gs-2512	98	3	development	development	NOUN
gs-2512	98	4	of	of	ADP
gs-2512	98	5	intelligent	intelligent	ADJ
gs-2512	98	6	transportation	transportation	NOUN
gs-2512	98	7	systems	system	NOUN
gs-2512	98	8	a	a	DET
gs-2512	98	9	new	new	ADJ
gs-2512	98	10	stage	stage	NOUN
gs-2512	98	11	intelligent	intelligent	ADJ
gs-2512	98	12	transportation	transportation	NOUN
gs-2512	98	13	systems	system	NOUN
gs-2512	98	14	are	be	AUX
gs-2512	98	15	being	be	AUX
gs-2512	98	16	implemented	implement	VERB
gs-2512	98	17	on	on	ADP
gs-2512	98	18	more	more	ADJ
gs-2512	98	19	and	and	CCONJ
gs-2512	98	20	more	more	ADV
gs-2512	98	21	on	on	ADP
gs-2512	98	22	more	more	ADJ
gs-2512	98	23	and	and	CCONJ
gs-2512	98	24	more	more	ADJ
gs-2512	98	25	roads	road	NOUN
gs-2512	98	26	around	around	ADP
gs-2512	98	27	the	the	DET
gs-2512	98	28	world	world	NOUN
gs-2512	98	29	.	.	PUNCT
gs-2512	99	1	these	these	DET
gs-2512	99	2	systems	system	NOUN
gs-2512	99	3	can	can	AUX
gs-2512	99	4	significantly	significantly	ADV
gs-2512	99	5	facilitate	facilitate	VERB
gs-2512	99	6	and	and	CCONJ
gs-2512	99	7	optimize	optimize	VERB
gs-2512	99	8	traffic	traffic	NOUN
gs-2512	99	9	both	both	CCONJ
gs-2512	99	10	in	in	ADP
gs-2512	99	11	urban	urban	ADJ
gs-2512	99	12	and	and	CCONJ
gs-2512	99	13	intercity	intercity	ADJ
gs-2512	99	14	traffic	traffic	NOUN
gs-2512	99	15	.	.	PUNCT
gs-2512	100	1	intercity	intercity	PROPN
gs-2512	100	2	transportation	transportation	NOUN
gs-2512	100	3	.	.	PUNCT
gs-2512	101	1	such	such	ADJ
gs-2512	101	2	goals	goal	NOUN
gs-2512	101	3	require	require	VERB
gs-2512	101	4	the	the	DET
gs-2512	101	5	solution	solution	NOUN
gs-2512	101	6	of	of	ADP
gs-2512	101	7	a	a	DET
gs-2512	101	8	large	large	ADJ
gs-2512	101	9	number	number	NOUN
gs-2512	101	10	of	of	ADP
gs-2512	101	11	theoretical	theoretical	ADJ
gs-2512	101	12	and	and	CCONJ
gs-2512	101	13	practical	practical	ADJ
gs-2512	101	14	challenges	challenge	NOUN
gs-2512	101	15	.	.	PUNCT
gs-2512	102	1	georgian	georgian	NOUN
gs-2512	102	2	scientists/	scientists/	NUM
gs-2512	102	3	.	.	PUNCT
gs-2512	103	1	5	5	NUM
gs-2512	103	2	n	n	DET
gs-2512	103	3	4	4	NUM
gs-2512	103	4	,	,	PUNCT
gs-2512	103	5	2023	2023	NUM
gs-2512	103	6	373	373	NUM
gs-2512	103	7	conclusions	conclusion	NOUN
gs-2512	103	8	the	the	DET
gs-2512	103	9	analysis	analysis	NOUN
gs-2512	103	10	of	of	ADP
gs-2512	103	11	the	the	DET
gs-2512	103	12	best	good	ADJ
gs-2512	103	13	foreign	foreign	ADJ
gs-2512	103	14	experience	experience	NOUN
gs-2512	103	15	in	in	ADP
gs-2512	103	16	research	research	NOUN
gs-2512	103	17	on	on	ADP
gs-2512	103	18	its	its	PRON
gs-2512	103	19	creation	creation	NOUN
gs-2512	103	20	allows	allow	VERB
gs-2512	103	21	us	we	PRON
gs-2512	103	22	to	to	PART
gs-2512	103	23	identify	identify	VERB
gs-2512	103	24	the	the	DET
gs-2512	103	25	key	key	ADJ
gs-2512	103	26	conditions	condition	NOUN
gs-2512	103	27	for	for	ADP
gs-2512	103	28	success	success	NOUN
gs-2512	103	29	,	,	PUNCT
gs-2512	103	30	which	which	PRON
gs-2512	103	31	include	include	VERB
gs-2512	103	32	:	:	PUNCT
gs-2512	103	33	the	the	DET
gs-2512	103	34	leading	lead	VERB
gs-2512	103	35	role	role	NOUN
gs-2512	103	36	of	of	ADP
gs-2512	103	37	state	state	NOUN
gs-2512	103	38	structures	structure	NOUN
gs-2512	103	39	and	and	CCONJ
gs-2512	103	40	financial	financial	ADJ
gs-2512	103	41	support	support	NOUN
gs-2512	103	42	from	from	ADP
gs-2512	103	43	the	the	DET
gs-2512	103	44	state	state	NOUN
gs-2512	103	45	for	for	ADP
gs-2512	103	46	its	its	PRON
gs-2512	103	47	development	development	NOUN
gs-2512	103	48	irrespective	irrespective	ADV
gs-2512	103	49	of	of	ADP
gs-2512	103	50	the	the	DET
gs-2512	103	51	level	level	NOUN
gs-2512	103	52	of	of	ADP
gs-2512	103	53	the	the	DET
gs-2512	103	54	tasks	task	NOUN
gs-2512	103	55	to	to	PART
gs-2512	103	56	be	be	AUX
gs-2512	103	57	solved	solve	VERB
gs-2512	103	58	,	,	PUNCT
gs-2512	103	59	subjects	subject	NOUN
gs-2512	103	60	and	and	CCONJ
gs-2512	103	61	objects	object	NOUN
gs-2512	103	62	of	of	ADP
gs-2512	103	63	management	management	NOUN
gs-2512	103	64	,	,	PUNCT
gs-2512	103	65	involved	involve	VERB
gs-2512	103	66	in	in	ADP
gs-2512	103	67	its	its	PRON
gs-2512	103	68	;	;	PUNCT
gs-2512	103	69	application	application	NOUN
gs-2512	103	70	of	of	ADP
gs-2512	103	71	public	public	ADJ
gs-2512	103	72	-	-	PUNCT
gs-2512	103	73	private	private	ADJ
gs-2512	103	74	partnership	partnership	NOUN
gs-2512	103	75	(	(	PUNCT
gs-2512	103	76	ppp	ppp	NOUN
gs-2512	103	77	)	)	PUNCT
gs-2512	103	78	mechanisms	mechanism	NOUN
gs-2512	103	79	for	for	ADP
gs-2512	103	80	research	research	NOUN
gs-2512	103	81	and	and	CCONJ
gs-2512	103	82	development	development	NOUN
gs-2512	103	83	,	,	PUNCT
gs-2512	103	84	i.e.	i.e.	X
gs-2512	103	85	cooperation	cooperation	NOUN
gs-2512	103	86	of	of	ADP
gs-2512	103	87	financial	financial	ADJ
gs-2512	103	88	and	and	CCONJ
gs-2512	103	89	organizational	organizational	ADJ
gs-2512	103	90	capabilities	capability	NOUN
gs-2512	103	91	of	of	ADP
gs-2512	103	92	business	business	NOUN
gs-2512	103	93	and	and	CCONJ
gs-2512	103	94	governmental	governmental	ADJ
gs-2512	103	95	authorities	authority	NOUN
gs-2512	103	96	.	.	PUNCT
gs-2512	104	1	of	of	ADP
gs-2512	104	2	business	business	NOUN
gs-2512	104	3	and	and	CCONJ
gs-2512	104	4	state	state	NOUN
gs-2512	104	5	transport	transport	NOUN
gs-2512	104	6	management	management	NOUN
gs-2512	104	7	bodies	body	NOUN
gs-2512	104	8	transportation	transportation	NOUN
gs-2512	104	9	;	;	PUNCT
gs-2512	104	10	an	an	DET
gs-2512	104	11	integrated	integrated	ADJ
gs-2512	104	12	approach	approach	NOUN
gs-2512	104	13	,	,	PUNCT
gs-2512	104	14	which	which	PRON
gs-2512	104	15	is	be	AUX
gs-2512	104	16	expressed	express	VERB
gs-2512	104	17	,	,	PUNCT
gs-2512	104	18	first	first	ADV
gs-2512	104	19	of	of	ADP
gs-2512	104	20	all	all	PRON
gs-2512	104	21	first	first	ADJ
gs-2512	104	22	of	of	ADP
gs-2512	104	23	all	all	PRON
gs-2512	104	24	,	,	PUNCT
gs-2512	104	25	in	in	ADP
gs-2512	104	26	involving	involve	VERB
gs-2512	104	27	a	a	DET
gs-2512	104	28	wide	wide	ADJ
gs-2512	104	29	range	range	NOUN
gs-2512	104	30	of	of	ADP
gs-2512	104	31	specialists	specialist	NOUN
gs-2512	104	32	from	from	ADP
gs-2512	104	33	different	different	ADJ
gs-2512	104	34	fields	field	NOUN
gs-2512	104	35	in	in	ADP
gs-2512	104	36	solving	solve	VERB
gs-2512	104	37	the	the	DET
gs-2512	104	38	tasks	task	NOUN
gs-2512	104	39	of	of	ADP
gs-2512	104	40	its	its	PRON
gs-2512	104	41	creation	creation	NOUN
gs-2512	104	42	a	a	DET
gs-2512	104	43	comprehensive	comprehensive	ADJ
gs-2512	104	44	approach	approach	NOUN
gs-2512	104	45	is	be	AUX
gs-2512	104	46	expressed	express	VERB
gs-2512	104	47	,	,	PUNCT
gs-2512	104	48	first	first	ADV
gs-2512	104	49	of	of	ADP
gs-2512	104	50	all	all	PRON
gs-2512	104	51	,	,	PUNCT
gs-2512	104	52	in	in	ADP
gs-2512	104	53	the	the	DET
gs-2512	104	54	involvement	involvement	NOUN
gs-2512	104	55	of	of	ADP
gs-2512	104	56	a	a	DET
gs-2512	104	57	wide	wide	ADJ
gs-2512	104	58	range	range	NOUN
gs-2512	104	59	of	of	ADP
gs-2512	104	60	specialists	specialist	NOUN
gs-2512	104	61	from	from	ADP
gs-2512	104	62	various	various	ADJ
gs-2512	104	63	fields	field	NOUN
gs-2512	104	64	of	of	ADP
gs-2512	104	65	activity	activity	NOUN
gs-2512	104	66	in	in	ADP
gs-2512	104	67	solving	solve	VERB
gs-2512	104	68	the	the	DET
gs-2512	104	69	tasks	task	NOUN
gs-2512	104	70	of	of	ADP
gs-2512	104	71	its	its	PRON
gs-2512	104	72	creation	creation	NOUN
gs-2512	104	73	transportation	transportation	NOUN
gs-2512	104	74	engineers	engineer	NOUN
gs-2512	104	75	,	,	PUNCT
gs-2512	104	76	leading	lead	VERB
gs-2512	104	77	automobile	automobile	NOUN
gs-2512	104	78	manufacturing	manufacture	VERB
gs-2512	104	79	companies	company	NOUN
gs-2512	104	80	,	,	PUNCT
gs-2512	104	81	manufacturers	manufacturer	NOUN
gs-2512	104	82	of	of	ADP
gs-2512	104	83	traffic	traffic	NOUN
gs-2512	104	84	control	control	NOUN
gs-2512	104	85	equipment	equipment	NOUN
gs-2512	104	86	,	,	PUNCT
gs-2512	104	87	communication	communication	NOUN
gs-2512	104	88	specialists	specialist	NOUN
gs-2512	104	89	,	,	PUNCT
gs-2512	104	90	software	software	NOUN
gs-2512	104	91	developers	developer	NOUN
gs-2512	104	92	,	,	PUNCT
gs-2512	104	93	etc	etc	X
gs-2512	104	94	.	.	X
gs-2512	104	95	creation	creation	NOUN
gs-2512	104	96	of	of	ADP
gs-2512	104	97	its	its	PRON
gs-2512	104	98	should	should	AUX
gs-2512	104	99	become	become	VERB
gs-2512	104	100	a	a	DET
gs-2512	104	101	priority	priority	NOUN
gs-2512	104	102	task	task	NOUN
gs-2512	104	103	of	of	ADP
gs-2512	104	104	the	the	DET
gs-2512	104	105	ministry	ministry	PROPN
gs-2512	104	106	of	of	ADP
gs-2512	104	107	transport	transport	NOUN
gs-2512	104	108	of	of	ADP
gs-2512	104	109	russia	russia	PROPN
gs-2512	104	110	,	,	PUNCT
gs-2512	104	111	as	as	SCONJ
gs-2512	104	112	lagging	lag	VERB
gs-2512	104	113	behind	behind	ADV
gs-2512	104	114	in	in	ADP
gs-2512	104	115	their	their	PRON
gs-2512	104	116	development	development	NOUN
gs-2512	104	117	will	will	AUX
gs-2512	104	118	significantly	significantly	ADV
gs-2512	104	119	reduce	reduce	VERB
gs-2512	104	120	the	the	DET
gs-2512	104	121	competitiveness	competitiveness	NOUN
gs-2512	104	122	of	of	ADP
gs-2512	104	123	our	our	PRON
gs-2512	104	124	transportation	transportation	NOUN
gs-2512	104	125	complex	complex	NOUN
gs-2512	104	126	.	.	PUNCT
gs-2512	105	1	in	in	ADP
gs-2512	105	2	addition	addition	NOUN
gs-2512	105	3	to	to	ADP
gs-2512	105	4	reducing	reduce	VERB
gs-2512	105	5	its	its	PRON
gs-2512	105	6	functional	functional	ADJ
gs-2512	105	7	efficiency	efficiency	NOUN
gs-2512	105	8	related	relate	VERB
gs-2512	105	9	,	,	PUNCT
gs-2512	105	10	in	in	ADP
gs-2512	105	11	fact	fact	NOUN
gs-2512	105	12	,	,	PUNCT
gs-2512	105	13	to	to	ADP
gs-2512	105	14	the	the	DET
gs-2512	105	15	tasks	task	NOUN
gs-2512	105	16	of	of	ADP
gs-2512	105	17	passenger	passenger	NOUN
gs-2512	105	18	and	and	CCONJ
gs-2512	105	19	cargo	cargo	NOUN
gs-2512	105	20	transportation	transportation	NOUN
gs-2512	105	21	,	,	PUNCT
gs-2512	105	22	the	the	DET
gs-2512	105	23	issues	issue	NOUN
gs-2512	105	24	of	of	ADP
gs-2512	105	25	ensuring	ensure	VERB
gs-2512	105	26	the	the	DET
gs-2512	105	27	safety	safety	NOUN
gs-2512	105	28	of	of	ADP
gs-2512	105	29	all	all	DET
gs-2512	105	30	road	road	NOUN
gs-2512	105	31	users	user	NOUN
gs-2512	105	32	will	will	AUX
gs-2512	105	33	not	not	PART
gs-2512	105	34	be	be	AUX
gs-2512	105	35	solved	solve	VERB
gs-2512	105	36	.	.	PUNCT
gs-2512	106	1	creation	creation	NOUN
gs-2512	106	2	of	of	ADP
gs-2512	106	3	its	its	PRON
gs-2512	106	4	is	be	AUX
gs-2512	106	5	the	the	DET
gs-2512	106	6	most	most	ADV
gs-2512	106	7	important	important	ADJ
gs-2512	106	8	task	task	NOUN
gs-2512	106	9	ensuring	ensure	VERB
gs-2512	106	10	high	high	ADJ
gs-2512	106	11	efficiency	efficiency	NOUN
gs-2512	106	12	of	of	ADP
gs-2512	106	13	the	the	DET
gs-2512	106	14	transportation	transportation	NOUN
gs-2512	106	15	complex	complex	ADJ
gs-2512	106	16	functioning	functioning	NOUN
gs-2512	106	17	and	and	CCONJ
gs-2512	106	18	a	a	DET
gs-2512	106	19	strategic	strategic	ADJ
gs-2512	106	20	direction	direction	NOUN
gs-2512	106	21	in	in	ADP
gs-2512	106	22	ensuring	ensure	VERB
gs-2512	106	23	its	its	PRON
gs-2512	106	24	safety	safety	NOUN
gs-2512	106	25	.	.	PUNCT
gs-2512	107	1	it	it	PRON
gs-2512	107	2	is	be	AUX
gs-2512	107	3	necessary	necessary	ADJ
gs-2512	107	4	to	to	PART
gs-2512	107	5	intensify	intensify	VERB
gs-2512	107	6	work	work	NOUN
gs-2512	107	7	in	in	ADP
gs-2512	107	8	this	this	DET
gs-2512	107	9	direction	direction	NOUN
gs-2512	107	10	under	under	ADP
gs-2512	107	11	state	state	NOUN
gs-2512	107	12	management	management	NOUN
gs-2512	107	13	.	.	PUNCT
gs-2512	108	1	georgian	georgian	NOUN
gs-2512	108	2	scientists/	scientists/	NUM
gs-2512	108	3	.	.	PUNCT
gs-2512	109	1	5	5	NUM
gs-2512	109	2	n	n	DET
gs-2512	109	3	4	4	NUM
gs-2512	109	4	,	,	PUNCT
gs-2512	109	5	2023	2023	NUM
gs-2512	109	6	374	374	NUM
gs-2512	109	7	references	reference	NOUN
gs-2512	109	8	:	:	PUNCT
gs-2512	109	9	1	1	NUM
gs-2512	109	10	)	)	PUNCT
gs-2512	109	11	e.	e.	PROPN
gs-2512	109	12	gogilidze	gogilidze	PROPN
gs-2512	109	13	,	,	PUNCT
gs-2512	109	14	"	"	PUNCT
gs-2512	109	15	wireless	wireless	ADJ
gs-2512	109	16	data	data	NOUN
gs-2512	109	17	transmission	transmission	NOUN
gs-2512	109	18	technologies	technology	NOUN
gs-2512	109	19	and	and	CCONJ
gs-2512	109	20	their	their	PRON
gs-2512	109	21	importance	importance	NOUN
gs-2512	109	22	"	"	PUNCT
gs-2512	109	23	.	.	PUNCT
gs-2512	110	1	"	"	PUNCT
gs-2512	110	2	automated	automate	VERB
gs-2512	110	3	systems	system	NOUN
gs-2512	110	4	of	of	ADP
gs-2512	110	5	labor	labor	NOUN
gs-2512	110	6	management	management	NOUN
gs-2512	110	7	"	"	PUNCT
gs-2512	110	8	.	.	PUNCT
gs-2512	111	1	2017	2017	NUM
gs-2512	111	2	no	no	NOUN
gs-2512	111	3	.	.	NOUN
gs-2512	111	4	1	1	NUM
gs-2512	111	5	(	(	PUNCT
gs-2512	111	6	23	23	NUM
gs-2512	111	7	)	)	PUNCT
gs-2512	111	8	.	.	PUNCT
gs-2512	112	1	p.	p.	NOUN
gs-2512	112	2	84	84	NUM
gs-2512	112	3	-	-	SYM
gs-2512	112	4	92	92	NUM
gs-2512	112	5	.	.	NOUN
gs-2512	112	6	2	2	X
gs-2512	112	7	)	)	PUNCT
gs-2512	112	8	e.	e.	PROPN
gs-2512	112	9	gogilidze	gogilidze	PROPN
gs-2512	112	10	,	,	PUNCT
gs-2512	112	11	“	"	PUNCT
gs-2512	112	12	embedded	embed	VERB
gs-2512	112	13	systems	system	NOUN
gs-2512	112	14	and	and	CCONJ
gs-2512	112	15	xxi	xxi	ADJ
gs-2512	112	16	century	century	NOUN
gs-2512	112	17	”	"	PUNCT
gs-2512	112	18	.	.	PUNCT
gs-2512	113	1	set	set	VERB
gs-2512	113	2	of	of	ADP
gs-2512	113	3	scientific	scientific	ADJ
gs-2512	113	4	researches	research	NOUN
gs-2512	113	5	of	of	ADP
gs-2512	113	6	ii	ii	PROPN
gs-2512	113	7	international	international	ADJ
gs-2512	113	8	scientific	scientific	ADJ
gs-2512	113	9	and	and	CCONJ
gs-2512	113	10	technical	technical	ADJ
gs-2512	113	11	conference	conference	NOUN
gs-2512	113	12	"	"	PUNCT
gs-2512	113	13	modern	modern	ADJ
gs-2512	113	14	problems	problem	NOUN
gs-2512	113	15	of	of	ADP
gs-2512	113	16	power	power	NOUN
gs-2512	113	17	engineering	engineering	NOUN
gs-2512	113	18	and	and	CCONJ
gs-2512	113	19	ways	way	NOUN
gs-2512	113	20	of	of	ADP
gs-2512	113	21	solving	solve	VERB
gs-2512	113	22	them	they	PRON
gs-2512	113	23	"	"	PUNCT
gs-2512	113	24	,	,	PUNCT
gs-2512	113	25	2020	2020	NUM
gs-2512	113	26	,	,	PUNCT
gs-2512	113	27	pp.205	pp.205	NOUN
gs-2512	113	28	-	-	PUNCT
gs-2512	113	29	210	210	NUM
gs-2512	113	30	.	.	PUNCT
gs-2512	114	1	3	3	X
gs-2512	114	2	)	)	PUNCT
gs-2512	114	3	doborjginidze	doborjginidze	NOUN
gs-2512	114	4	g.	g.	NOUN
gs-2512	114	5	,	,	PUNCT
gs-2512	114	6	petriashvili	petriashvili	PROPN
gs-2512	114	7	l.	l.	PROPN
gs-2512	114	8	(	(	PUNCT
gs-2512	114	9	2020	2020	NUM
gs-2512	114	10	)	)	PUNCT
gs-2512	114	11	“	"	PUNCT
gs-2512	114	12	improving	improve	VERB
gs-2512	114	13	efficiency	efficiency	NOUN
gs-2512	114	14	of	of	ADP
gs-2512	114	15	inventory	inventory	NOUN
gs-2512	114	16	identification	identification	NOUN
gs-2512	114	17	system	system	NOUN
gs-2512	114	18	”	"	PUNCT
gs-2512	114	19	european	european	PROPN
gs-2512	114	20	science	science	PROPN
gs-2512	114	21	review	review	PROPN
gs-2512	114	22	,	,	PUNCT
gs-2512	114	23	issue	issue	NOUN
gs-2512	114	24	1	1	NUM
gs-2512	114	25	-	-	SYM
gs-2512	114	26	2	2	NUM
gs-2512	114	27	.	.	PUNCT
gs-2512	114	28	doi	doi	NOUN
gs-2512	114	29	:	:	PUNCT
gs-2512	114	30	https://doi.org/10.29013/esr-20-1.2-8488	https://doi.org/10.29013/esr-20-1.2-8488	PROPN
gs-2512	114	31	pages	page	NOUN
gs-2512	114	32	:	:	PUNCT
gs-2512	114	33	84	84	NUM
gs-2512	114	34	–	–	SYM
gs-2512	114	35	88	88	NUM
gs-2512	114	36	4	4	NUM
gs-2512	114	37	)	)	PUNCT
gs-2512	114	38	giorgi	giorgi	NOUN
gs-2512	114	39	doborjginidze	doborjginidze	PROPN
gs-2512	114	40	,	,	PUNCT
gs-2512	114	41	lily	lily	ADJ
gs-2512	114	42	petriashvili	petriashvili	NOUN
gs-2512	114	43	,	,	PUNCT
gs-2512	114	44	mariam	mariam	PROPN
gs-2512	114	45	inaishvili	inaishvili	PROPN
gs-2512	114	46	(	(	PUNCT
gs-2512	114	47	2021	2021	NUM
gs-2512	114	48	)	)	PUNCT
gs-2512	114	49	optimization	optimization	NOUN
gs-2512	114	50	of	of	ADP
gs-2512	114	51	inventory	inventory	NOUN
gs-2512	114	52	management	management	NOUN
gs-2512	114	53	in	in	ADP
gs-2512	114	54	the	the	DET
gs-2512	114	55	supply	supply	NOUN
gs-2512	114	56	chain	chain	NOUN
gs-2512	114	57	.	.	PUNCT
gs-2512	115	1	journal	journal	NOUN
gs-2512	115	2	of	of	ADP
gs-2512	115	3	communication	communication	NOUN
gs-2512	115	4	and	and	CCONJ
gs-2512	115	5	computer	computer	NOUN
gs-2512	115	6	,	,	PUNCT
gs-2512	115	7	david	david	PROPN
gs-2512	115	8	publishing	publishing	PROPN
gs-2512	115	9	company	company	NOUN
gs-2512	115	10	16	16	NUM
gs-2512	115	11	(	(	PUNCT
gs-2512	115	12	2021	2021	NUM
gs-2512	115	13	)	)	PUNCT
gs-2512	115	14	1	1	NUM
gs-2512	115	15	-	-	SYM
gs-2512	115	16	5	5	NUM
gs-2512	115	17	doi	doi	NOUN
gs-2512	115	18	:	:	PUNCT
gs-2512	115	19	https://doi.org/10.17265/1548-7709/2021.01.001	https://doi.org/10.17265/1548-7709/2021.01.001	NOUN
gs-2512	115	20	5	5	NUM
gs-2512	115	21	)	)	PUNCT
gs-2512	115	22	giorgi	giorgi	NOUN
gs-2512	115	23	doborjginidze	doborjginidze	PROPN
gs-2512	115	24	,	,	PUNCT
gs-2512	115	25	lily	lily	ADJ
gs-2512	115	26	petriashvili	petriashvili	NOUN
gs-2512	115	27	,	,	PUNCT
gs-2512	115	28	&	&	CCONJ
gs-2512	115	29	mariam	mariam	PROPN
gs-2512	115	30	inaishvili	inaishvili	PROPN
gs-2512	115	31	.	.	PUNCT
gs-2512	116	1	(	(	PUNCT
gs-2512	116	2	2020	2020	NUM
gs-2512	116	3	)	)	PUNCT
gs-2512	116	4	.	.	PUNCT
gs-2512	117	1	improve	improve	VERB
gs-2512	117	2	efficiency	efficiency	NOUN
gs-2512	117	3	and	and	CCONJ
gs-2512	117	4	reliability	reliability	NOUN
gs-2512	117	5	of	of	ADP
gs-2512	117	6	supply	supply	NOUN
gs-2512	117	7	chains	chain	NOUN
gs-2512	117	8	using	use	VERB
gs-2512	117	9	smart	smart	ADJ
gs-2512	117	10	contracts	contract	NOUN
gs-2512	117	11	.	.	PUNCT
gs-2512	118	1	international	international	PROPN
gs-2512	118	2	academy	academy	PROPN
gs-2512	118	3	journal	journal	PROPN
gs-2512	118	4	web	web	NOUN
gs-2512	118	5	of	of	ADP
gs-2512	118	6	scholar	scholar	NOUN
gs-2512	118	7	,	,	PUNCT
gs-2512	118	8	(	(	PUNCT
gs-2512	118	9	8(50	8(50	NUM
gs-2512	118	10	)	)	PUNCT
gs-2512	118	11	,	,	PUNCT
gs-2512	118	12	1	1	NUM
gs-2512	118	13	-	-	SYM
gs-2512	118	14	6	6	NUM
gs-2512	118	15	.	.	PUNCT
gs-2512	118	16	https://doi.org/10.31435/rsglobal_wos/30122020/7261	https://doi.org/10.31435/rsglobal_wos/30122020/7261	X
gs-2512	118	17	6	6	NUM
gs-2512	118	18	)	)	PUNCT
gs-2512	118	19	nona	nona	PROPN
gs-2512	118	20	otkhozoria	otkhozoria	PROPN
gs-2512	118	21	,	,	PUNCT
gs-2512	118	22	lily	lily	ADJ
gs-2512	118	23	petriashvili	petriashvili	NOUN
gs-2512	118	24	,	,	PUNCT
gs-2512	118	25	ani	ani	NOUN
gs-2512	118	26	kudukhashvili	kudukhashvili	NOUN
gs-2512	118	27	,	,	PUNCT
gs-2512	118	28	and	and	CCONJ
gs-2512	118	29	nino	nino	PROPN
gs-2512	118	30	kakhurashvili	kakhurashvili	NOUN
gs-2512	118	31	.	.	PUNCT
gs-2512	119	1	2023	2023	NUM
gs-2512	119	2	.	.	PUNCT
gs-2512	120	1	“	"	PUNCT
gs-2512	120	2	comparative	comparative	ADJ
gs-2512	120	3	analysis	analysis	NOUN
gs-2512	120	4	of	of	ADP
gs-2512	120	5	complex	complex	ADJ
gs-2512	120	6	information	information	NOUN
gs-2512	120	7	system	system	NOUN
gs-2512	120	8	testing	testing	NOUN
gs-2512	120	9	methods	method	NOUN
gs-2512	120	10	”	"	PUNCT
gs-2512	120	11	.	.	PUNCT
gs-2512	121	1	world	world	NOUN
gs-2512	121	2	science	science	PROPN
gs-2512	121	3	,	,	PUNCT
gs-2512	121	4	no	no	INTJ
gs-2512	121	5	.	.	PUNCT
gs-2512	121	6	4(82	4(82	NUM
gs-2512	121	7	)	)	PUNCT
gs-2512	121	8	(	(	PUNCT
gs-2512	121	9	november	november	PROPN
gs-2512	121	10	)	)	PUNCT
gs-2512	121	11	.	.	PUNCT
gs-2512	122	1	https://doi.org/10.31435/rsglobal_ws/30122023/8076	https://doi.org/10.31435/rsglobal_ws/30122023/8076	VERB
gs-2512	122	2	7	7	NUM
gs-2512	122	3	)	)	PUNCT
gs-2512	122	4	tamar	tamar	PROPN
gs-2512	122	5	bitchikashvili	bitchikashvili	NOUN
gs-2512	122	6	,	,	PUNCT
gs-2512	122	7	liliy	liliy	ADJ
gs-2512	122	8	petriashvili	petriashvili	NOUN
gs-2512	122	9	,	,	PUNCT
gs-2512	122	10	and	and	CCONJ
gs-2512	122	11	luka	luka	PROPN
gs-2512	122	12	kavtelishvili	kavtelishvili	PROPN
gs-2512	122	13	jang	jang	PROPN
gs-2512	122	14	.	.	PUNCT
gs-2512	122	15	2023	2023	NUM
gs-2512	122	16	.	.	PUNCT
gs-2512	123	1	“	"	PUNCT
gs-2512	123	2	digitalization	digitalization	NOUN
gs-2512	123	3	of	of	ADP
gs-2512	123	4	management	management	NOUN
gs-2512	123	5	of	of	ADP
gs-2512	123	6	a	a	DET
gs-2512	123	7	higher	high	ADJ
gs-2512	123	8	educational	educational	ADJ
gs-2512	123	9	institution	institution	NOUN
gs-2512	123	10	,	,	PUNCT
gs-2512	123	11	national	national	ADJ
gs-2512	123	12	and	and	CCONJ
gs-2512	123	13	international	international	ADJ
gs-2512	123	14	challenges	challenge	NOUN
gs-2512	123	15	and	and	CCONJ
gs-2512	123	16	ways	way	NOUN
gs-2512	123	17	of	of	ADP
gs-2512	123	18	solution	solution	NOUN
gs-2512	123	19	”	"	PUNCT
gs-2512	123	20	.	.	PUNCT
gs-2512	124	1	world	world	NOUN
gs-2512	124	2	science	science	PROPN
gs-2512	124	3	,	,	PUNCT
gs-2512	124	4	no	no	INTJ
gs-2512	124	5	.	.	NOUN
gs-2512	124	6	3(81	3(81	NUM
gs-2512	124	7	)	)	PUNCT
gs-2512	124	8	(	(	PUNCT
gs-2512	124	9	september	september	PROPN
gs-2512	124	10	)	)	PUNCT
gs-2512	124	11	.	.	PUNCT
gs-2512	125	1	https://doi.org/10.31435/rsglobal_ws/30092023/8032	https://doi.org/10.31435/rsglobal_ws/30092023/8032	PUNCT