id	sid	tid	token	lemma	pos
gs-4319	1	1	microsoft	microsoft	PROPN
gs-4319	1	2	word	word	NOUN
gs-4319	1	3	fullpdf07042025	fullpdf07042025	ADJ
gs-4319	1	4	georgian	georgian	ADJ
gs-4319	1	5	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4319	1	6	მეცნიერები	მეცნიერები	NOUN
gs-4319	1	7	ტ.	ტ.	VERB
gs-4319	1	8	7	7	NUM
gs-4319	1	9	n	n	DET
gs-4319	1	10	4	4	NUM
gs-4319	1	11	,	,	PUNCT
gs-4319	1	12	2025	2025	NUM
gs-4319	1	13	326	326	NUM
gs-4319	1	14	georgian	georgian	PROPN
gs-4319	1	15	scientists	scientist	NOUN
gs-4319	1	16	ქართველი	ქართველი	ADJ
gs-4319	1	17	მეცნიერები	მეცნიერები	PROPN
gs-4319	1	18	vol	vol	NOUN
gs-4319	1	19	.	.	PUNCT
gs-4319	1	20	7	7	NUM
gs-4319	1	21	issue	issue	NOUN
gs-4319	1	22	4	4	NUM
gs-4319	1	23	,	,	PUNCT
gs-4319	1	24	2025	2025	NUM
gs-4319	1	25	https://doi.org/10.52340/gs.2025.07.04.17	https://doi.org/10.52340/gs.2025.07.04.17	PROPN
gs-4319	1	26	logistics	logistic	NOUN
gs-4319	1	27	process	process	NOUN
gs-4319	1	28	management	management	NOUN
gs-4319	1	29	using	use	VERB
gs-4319	1	30	artificial	artificial	ADJ
gs-4319	1	31	intelligence	intelligence	NOUN
gs-4319	1	32	optimization	optimization	NOUN
gs-4319	1	33	emeliane	emeliane	PROPN
gs-4319	1	34	gogilidze	gogilidze	PROPN
gs-4319	1	35	;	;	PUNCT
gs-4319	1	36	natia	natia	PROPN
gs-4319	1	37	gogilidze	gogilidze	PROPN
gs-4319	1	38	georgian	georgian	PROPN
gs-4319	1	39	technical	technical	PROPN
gs-4319	1	40	university	university	PROPN
gs-4319	1	41	abstract	abstract	ADJ
gs-4319	1	42	artificial	artificial	ADJ
gs-4319	1	43	intelligence	intelligence	NOUN
gs-4319	1	44	(	(	PUNCT
gs-4319	1	45	ai	ai	PROPN
gs-4319	1	46	)	)	PUNCT
gs-4319	1	47	has	have	AUX
gs-4319	1	48	been	be	AUX
gs-4319	1	49	developing	develop	VERB
gs-4319	1	50	particularly	particularly	ADV
gs-4319	1	51	fast	fast	ADV
gs-4319	1	52	recently	recently	ADV
gs-4319	1	53	and	and	CCONJ
gs-4319	1	54	is	be	AUX
gs-4319	1	55	becoming	become	VERB
gs-4319	1	56	part	part	NOUN
gs-4319	1	57	of	of	ADP
gs-4319	1	58	many	many	ADJ
gs-4319	1	59	areas	area	NOUN
gs-4319	1	60	of	of	ADP
gs-4319	1	61	our	our	PRON
gs-4319	1	62	daily	daily	ADJ
gs-4319	1	63	lives	life	NOUN
gs-4319	1	64	.	.	PUNCT
gs-4319	2	1	the	the	DET
gs-4319	2	2	development	development	NOUN
gs-4319	2	3	of	of	ADP
gs-4319	2	4	artificial	artificial	ADJ
gs-4319	2	5	intelligence	intelligence	NOUN
gs-4319	2	6	based	base	VERB
gs-4319	2	7	on	on	ADP
gs-4319	2	8	the	the	DET
gs-4319	2	9	big	big	ADJ
gs-4319	2	10	language	language	NOUN
gs-4319	2	11	model	model	NOUN
gs-4319	2	12	has	have	AUX
gs-4319	2	13	changed	change	VERB
gs-4319	2	14	the	the	DET
gs-4319	2	15	job	job	NOUN
gs-4319	2	16	descriptions	description	NOUN
gs-4319	2	17	of	of	ADP
gs-4319	2	18	many	many	ADJ
gs-4319	2	19	people	people	NOUN
gs-4319	2	20	.	.	PUNCT
gs-4319	3	1	according	accord	VERB
gs-4319	3	2	to	to	ADP
gs-4319	3	3	a	a	DET
gs-4319	3	4	goldman	goldman	NOUN
gs-4319	3	5	sachs	sachs	PROPN
gs-4319	3	6	study	study	PROPN
gs-4319	3	7	,	,	PUNCT
gs-4319	3	8	generative	generative	ADJ
gs-4319	3	9	ai	ai	VERB
gs-4319	3	10	will	will	AUX
gs-4319	3	11	impact	impact	VERB
gs-4319	3	12	300	300	NUM
gs-4319	3	13	million	million	NUM
gs-4319	3	14	jobs	job	NOUN
gs-4319	3	15	,	,	PUNCT
gs-4319	3	16	and	and	CCONJ
gs-4319	3	17	according	accord	VERB
gs-4319	3	18	to	to	ADP
gs-4319	3	19	a	a	DET
gs-4319	3	20	january	january	PROPN
gs-4319	3	21	2023	2023	NUM
gs-4319	3	22	study	study	NOUN
gs-4319	3	23	by	by	ADP
gs-4319	3	24	platform	platform	NOUN
gs-4319	3	25	fishbowl	fishbowl	NOUN
gs-4319	3	26	,	,	PUNCT
gs-4319	3	27	43	43	NUM
gs-4319	3	28	%	%	NOUN
gs-4319	3	29	of	of	ADP
gs-4319	3	30	employees	employee	NOUN
gs-4319	3	31	use	use	VERB
gs-4319	3	32	ai	ai	VERB
gs-4319	3	33	in	in	ADP
gs-4319	3	34	their	their	PRON
gs-4319	3	35	professional	professional	ADJ
gs-4319	3	36	lives	life	NOUN
gs-4319	3	37	.	.	PUNCT
gs-4319	4	1	at	at	ADP
gs-4319	4	2	the	the	DET
gs-4319	4	3	same	same	ADJ
gs-4319	4	4	time	time	NOUN
gs-4319	4	5	,	,	PUNCT
gs-4319	4	6	such	such	DET
gs-4319	4	7	a	a	DET
gs-4319	4	8	rapid	rapid	ADJ
gs-4319	4	9	spread	spread	NOUN
gs-4319	4	10	of	of	ADP
gs-4319	4	11	ai	ai	NOUN
gs-4319	4	12	is	be	AUX
gs-4319	4	13	associated	associate	VERB
gs-4319	4	14	with	with	ADP
gs-4319	4	15	some	some	DET
gs-4319	4	16	degree	degree	NOUN
gs-4319	4	17	of	of	ADP
gs-4319	4	18	danger	danger	NOUN
gs-4319	4	19	for	for	ADP
gs-4319	4	20	many	many	ADJ
gs-4319	4	21	.	.	PUNCT
gs-4319	5	1	in	in	ADP
gs-4319	5	2	march	march	PROPN
gs-4319	5	3	2023	2023	NUM
gs-4319	5	4	,	,	PUNCT
gs-4319	5	5	more	more	ADJ
gs-4319	5	6	than	than	ADP
gs-4319	5	7	1,000	1,000	NUM
gs-4319	5	8	people	people	NOUN
gs-4319	5	9	working	work	VERB
gs-4319	5	10	in	in	ADP
gs-4319	5	11	ai	ai	NOUN
gs-4319	5	12	,	,	PUNCT
gs-4319	5	13	including	include	VERB
gs-4319	5	14	ilon	ilon	NOUN
gs-4319	5	15	musk	musk	NOUN
gs-4319	5	16	,	,	PUNCT
gs-4319	5	17	signed	sign	VERB
gs-4319	5	18	a	a	DET
gs-4319	5	19	petition	petition	NOUN
gs-4319	5	20	calling	call	VERB
gs-4319	5	21	for	for	ADP
gs-4319	5	22	a	a	DET
gs-4319	5	23	6	6	NUM
gs-4319	5	24	month	month	NOUN
gs-4319	5	25	moratorium	moratorium	NOUN
gs-4319	5	26	on	on	ADP
gs-4319	5	27	the	the	DET
gs-4319	5	28	development	development	NOUN
gs-4319	5	29	of	of	ADP
gs-4319	5	30	large	large	ADJ
gs-4319	5	31	ai	ai	NOUN
gs-4319	5	32	systems	system	NOUN
gs-4319	5	33	until	until	SCONJ
gs-4319	5	34	their	their	PRON
gs-4319	5	35	capabilities	capability	NOUN
gs-4319	5	36	and	and	CCONJ
gs-4319	5	37	associated	associate	VERB
gs-4319	5	38	threats	threat	NOUN
gs-4319	5	39	are	be	AUX
gs-4319	5	40	properly	properly	ADV
gs-4319	5	41	understood	understand	VERB
gs-4319	5	42	.	.	PUNCT
gs-4319	6	1	logistics	logistic	NOUN
gs-4319	6	2	is	be	AUX
gs-4319	6	3	one	one	NUM
gs-4319	6	4	industry	industry	NOUN
gs-4319	6	5	where	where	SCONJ
gs-4319	6	6	ai	ai	NOUN
gs-4319	6	7	can	can	AUX
gs-4319	6	8	have	have	VERB
gs-4319	6	9	a	a	DET
gs-4319	6	10	transformative	transformative	ADJ
gs-4319	6	11	impact	impact	NOUN
gs-4319	6	12	.	.	PUNCT
gs-4319	7	1	it	it	PRON
gs-4319	7	2	can	can	AUX
gs-4319	7	3	be	be	AUX
gs-4319	7	4	used	use	VERB
gs-4319	7	5	in	in	ADP
gs-4319	7	6	both	both	CCONJ
gs-4319	7	7	the	the	DET
gs-4319	7	8	storage	storage	NOUN
gs-4319	7	9	/	/	SYM
gs-4319	7	10	transportation	transportation	NOUN
gs-4319	7	11	phases	phase	NOUN
gs-4319	7	12	of	of	ADP
gs-4319	7	13	product	product	NOUN
gs-4319	7	14	storage	storage	NOUN
gs-4319	7	15	and	and	CCONJ
gs-4319	7	16	consumption	consumption	NOUN
gs-4319	7	17	.	.	PUNCT
gs-4319	8	1	ai	ai	VERB
gs-4319	8	2	can	can	AUX
gs-4319	8	3	help	help	VERB
gs-4319	8	4	address	address	VERB
gs-4319	8	5	the	the	DET
gs-4319	8	6	challenges	challenge	NOUN
gs-4319	8	7	the	the	DET
gs-4319	8	8	sector	sector	NOUN
gs-4319	8	9	faces	face	VERB
gs-4319	8	10	today	today	NOUN
gs-4319	8	11	managing	manage	VERB
gs-4319	8	12	logistics	logistic	NOUN
gs-4319	8	13	processes	process	NOUN
gs-4319	8	14	/	/	SYM
gs-4319	8	15	optimizing	optimize	VERB
gs-4319	8	16	production	production	NOUN
gs-4319	8	17	,	,	PUNCT
gs-4319	8	18	managing	manage	VERB
gs-4319	8	19	demand	demand	NOUN
gs-4319	8	20	,	,	PUNCT
gs-4319	8	21	ensuring	ensure	VERB
gs-4319	8	22	the	the	DET
gs-4319	8	23	sustainability	sustainability	NOUN
gs-4319	8	24	of	of	ADP
gs-4319	8	25	logistics	logistic	NOUN
gs-4319	8	26	systems	system	NOUN
gs-4319	8	27	,	,	PUNCT
gs-4319	8	28	and	and	CCONJ
gs-4319	8	29	simplifying	simplify	VERB
gs-4319	8	30	the	the	DET
gs-4319	8	31	logistics	logistic	NOUN
gs-4319	8	32	transition	transition	NOUN
gs-4319	8	33	,	,	PUNCT
gs-4319	8	34	including	include	VERB
gs-4319	8	35	reducing	reduce	VERB
gs-4319	8	36	production	production	NOUN
gs-4319	8	37	and	and	CCONJ
gs-4319	8	38	transportation	transportation	NOUN
gs-4319	8	39	costs	cost	NOUN
gs-4319	8	40	.	.	PUNCT
gs-4319	9	1	keywords	keyword	NOUN
gs-4319	9	2	:	:	PUNCT
gs-4319	9	3	logistics	logistic	NOUN
gs-4319	9	4	,	,	PUNCT
gs-4319	9	5	ai	ai	VERB
gs-4319	9	6	,	,	PUNCT
gs-4319	9	7	ai	ai	VERB
gs-4319	9	8	in	in	ADP
gs-4319	9	9	logistics	logistic	NOUN
gs-4319	9	10	,	,	PUNCT
gs-4319	9	11	ai	ai	VERB
gs-4319	9	12	in	in	ADP
gs-4319	9	13	logistics	logistic	NOUN
gs-4319	9	14	forecasting	forecasting	NOUN
gs-4319	9	15	.	.	PUNCT
gs-4319	10	1	introduction	introduction	NOUN
gs-4319	10	2	1	1	NUM
gs-4319	10	3	.	.	PUNCT
gs-4319	10	4	improving	improve	VERB
gs-4319	10	5	the	the	DET
gs-4319	10	6	efficiency	efficiency	NOUN
gs-4319	10	7	of	of	ADP
gs-4319	10	8	logistics	logistic	NOUN
gs-4319	10	9	one	one	NUM
gs-4319	10	10	of	of	ADP
gs-4319	10	11	the	the	DET
gs-4319	10	12	most	most	ADV
gs-4319	10	13	important	important	ADJ
gs-4319	10	14	scientific	scientific	ADJ
gs-4319	10	15	advances	advance	NOUN
gs-4319	10	16	of	of	ADP
gs-4319	10	17	our	our	PRON
gs-4319	10	18	time	time	NOUN
gs-4319	10	19	is	be	AUX
gs-4319	10	20	ai	ai	VERB
gs-4319	10	21	.	.	PUNCT
gs-4319	11	1	by	by	ADP
gs-4319	11	2	increasing	increase	VERB
gs-4319	11	3	productivity	productivity	NOUN
gs-4319	11	4	and	and	CCONJ
gs-4319	11	5	maximizing	maximize	VERB
gs-4319	11	6	the	the	DET
gs-4319	11	7	use	use	NOUN
gs-4319	11	8	of	of	ADP
gs-4319	11	9	resources	resource	NOUN
gs-4319	11	10	,	,	PUNCT
gs-4319	11	11	it	it	PRON
gs-4319	11	12	is	be	AUX
gs-4319	11	13	helping	help	VERB
gs-4319	11	14	businesses	business	NOUN
gs-4319	11	15	around	around	ADP
gs-4319	11	16	the	the	DET
gs-4319	11	17	world	world	NOUN
gs-4319	11	18	.	.	PUNCT
gs-4319	12	1	ai	ai	AUX
gs-4319	12	2	in	in	ADP
gs-4319	12	3	logistics	logistic	NOUN
gs-4319	12	4	can	can	AUX
gs-4319	12	5	offer	offer	VERB
gs-4319	12	6	many	many	ADJ
gs-4319	12	7	benefits	benefit	NOUN
gs-4319	12	8	to	to	ADP
gs-4319	12	9	companies	company	NOUN
gs-4319	12	10	willing	willing	ADJ
gs-4319	12	11	to	to	PART
gs-4319	12	12	adopt	adopt	VERB
gs-4319	12	13	new	new	ADJ
gs-4319	12	14	technologies	technology	NOUN
gs-4319	12	15	.	.	PUNCT
gs-4319	13	1	the	the	DET
gs-4319	13	2	logistics	logistic	NOUN
gs-4319	13	3	sector	sector	NOUN
gs-4319	13	4	is	be	AUX
gs-4319	13	5	a	a	DET
gs-4319	13	6	fast	fast	ADV
gs-4319	13	7	-	-	PUNCT
gs-4319	13	8	growing	grow	VERB
gs-4319	13	9	area	area	NOUN
gs-4319	13	10	of	of	ADP
gs-4319	13	11	application	application	NOUN
gs-4319	13	12	of	of	ADP
gs-4319	13	13	artificial	artificial	ADJ
gs-4319	13	14	intelligence	intelligence	NOUN
gs-4319	13	15	,	,	PUNCT
gs-4319	13	16	which	which	PRON
gs-4319	13	17	can	can	AUX
gs-4319	13	18	fundamentally	fundamentally	ADV
gs-4319	13	19	change	change	VERB
gs-4319	13	20	the	the	DET
gs-4319	13	21	way	way	NOUN
gs-4319	13	22	businesses	business	NOUN
gs-4319	13	23	operate	operate	VERB
gs-4319	13	24	.	.	PUNCT
gs-4319	14	1	industry	industry	NOUN
gs-4319	14	2	titans	titan	NOUN
gs-4319	14	3	are	be	AUX
gs-4319	14	4	developing	develop	VERB
gs-4319	14	5	advanced	advanced	ADJ
gs-4319	14	6	solutions	solution	NOUN
gs-4319	14	7	for	for	ADP
gs-4319	14	8	unmanned	unmanned	ADJ
gs-4319	14	9	vehicles	vehicle	NOUN
gs-4319	14	10	and	and	CCONJ
gs-4319	14	11	other	other	ADJ
gs-4319	14	12	georgian	georgian	ADJ
gs-4319	14	13	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4319	14	14	მეცნიერები	მეცნიერები	NOUN
gs-4319	14	15	ტ.	ტ.	VERB
gs-4319	14	16	7	7	NUM
gs-4319	14	17	n	n	PRON
gs-4319	14	18	4	4	NUM
gs-4319	14	19	,	,	PUNCT
gs-4319	14	20	2025	2025	NUM
gs-4319	14	21	327	327	NUM
gs-4319	14	22	advanced	advanced	ADJ
gs-4319	14	23	technologies	technology	NOUN
gs-4319	14	24	.	.	PUNCT
gs-4319	15	1	this	this	DET
gs-4319	15	2	development	development	NOUN
gs-4319	15	3	will	will	AUX
gs-4319	15	4	bring	bring	VERB
gs-4319	15	5	many	many	ADJ
gs-4319	15	6	benefits	benefit	NOUN
gs-4319	15	7	,	,	PUNCT
gs-4319	15	8	including	include	VERB
gs-4319	15	9	increased	increase	VERB
gs-4319	15	10	productivity	productivity	NOUN
gs-4319	15	11	in	in	ADP
gs-4319	15	12	management	management	NOUN
gs-4319	15	13	tasks	task	NOUN
gs-4319	15	14	such	such	ADJ
gs-4319	15	15	as	as	ADP
gs-4319	15	16	order	order	NOUN
gs-4319	15	17	fulfillment	fulfillment	NOUN
gs-4319	15	18	,	,	PUNCT
gs-4319	15	19	improved	improve	VERB
gs-4319	15	20	inventory	inventory	NOUN
gs-4319	15	21	accuracy	accuracy	NOUN
gs-4319	15	22	,	,	PUNCT
gs-4319	15	23	shorter	short	ADJ
gs-4319	15	24	delivery	delivery	NOUN
gs-4319	15	25	times	time	NOUN
gs-4319	15	26	,	,	PUNCT
gs-4319	15	27	and	and	CCONJ
gs-4319	15	28	more	more	ADV
gs-4319	15	29	accurate	accurate	ADJ
gs-4319	15	30	forecasting	forecasting	NOUN
gs-4319	15	31	models	model	NOUN
gs-4319	15	32	[	[	X
gs-4319	15	33	1	1	NUM
gs-4319	15	34	-	-	SYM
gs-4319	15	35	8	8	NUM
gs-4319	15	36	]	]	PUNCT
gs-4319	15	37	.	.	PUNCT
gs-4319	16	1	artificial	artificial	ADJ
gs-4319	16	2	intelligence	intelligence	NOUN
gs-4319	16	3	solutions	solution	NOUN
gs-4319	16	4	can	can	AUX
gs-4319	16	5	be	be	AUX
gs-4319	16	6	used	use	VERB
gs-4319	16	7	to	to	PART
gs-4319	16	8	manage	manage	VERB
gs-4319	16	9	transportation	transportation	NOUN
gs-4319	16	10	contracts	contract	NOUN
gs-4319	16	11	,	,	PUNCT
gs-4319	16	12	negotiate	negotiate	VERB
gs-4319	16	13	shipping	shipping	NOUN
gs-4319	16	14	and	and	CCONJ
gs-4319	16	15	procurement	procurement	NOUN
gs-4319	16	16	rates	rate	NOUN
gs-4319	16	17	,	,	PUNCT
gs-4319	16	18	and	and	CCONJ
gs-4319	16	19	identify	identify	VERB
gs-4319	16	20	steps	step	NOUN
gs-4319	16	21	in	in	ADP
gs-4319	16	22	the	the	DET
gs-4319	16	23	supply	supply	NOUN
gs-4319	16	24	chain	chain	NOUN
gs-4319	16	25	that	that	PRON
gs-4319	16	26	can	can	AUX
gs-4319	16	27	be	be	AUX
gs-4319	16	28	improved	improve	VERB
gs-4319	16	29	to	to	PART
gs-4319	16	30	increase	increase	VERB
gs-4319	16	31	profits	profit	NOUN
gs-4319	16	32	.	.	PUNCT
gs-4319	17	1	at	at	ADP
gs-4319	17	2	the	the	DET
gs-4319	17	3	same	same	ADJ
gs-4319	17	4	time	time	NOUN
gs-4319	17	5	,	,	PUNCT
gs-4319	17	6	it	it	PRON
gs-4319	17	7	is	be	AUX
gs-4319	17	8	possible	possible	ADJ
gs-4319	17	9	to	to	PART
gs-4319	17	10	achieve	achieve	VERB
gs-4319	17	11	a	a	DET
gs-4319	17	12	reduction	reduction	NOUN
gs-4319	17	13	in	in	ADP
gs-4319	17	14	processing	processing	NOUN
gs-4319	17	15	costs	cost	NOUN
gs-4319	17	16	by	by	ADP
gs-4319	17	17	about	about	ADV
gs-4319	17	18	15	15	NUM
gs-4319	17	19	-	-	SYM
gs-4319	17	20	20	20	NUM
gs-4319	17	21	%	%	NOUN
gs-4319	17	22	(	(	PUNCT
gs-4319	17	23	all	all	DET
gs-4319	17	24	production	production	NOUN
gs-4319	17	25	costs	cost	NOUN
gs-4319	17	26	,	,	PUNCT
gs-4319	17	27	excluding	exclude	VERB
gs-4319	17	28	raw	raw	ADJ
gs-4319	17	29	material	material	NOUN
gs-4319	17	30	costs	cost	NOUN
gs-4319	17	31	)	)	PUNCT
gs-4319	17	32	;	;	PUNCT
gs-4319	17	33	up	up	ADP
gs-4319	17	34	to	to	PART
gs-4319	17	35	70	70	NUM
gs-4319	17	36	%	%	NOUN
gs-4319	17	37	of	of	ADP
gs-4319	17	38	the	the	DET
gs-4319	17	39	cost	cost	NOUN
gs-4319	17	40	reduction	reduction	NOUN
gs-4319	17	41	is	be	AUX
gs-4319	17	42	achieved	achieve	VERB
gs-4319	17	43	due	due	ADJ
gs-4319	17	44	to	to	ADP
gs-4319	17	45	high	high	ADJ
gs-4319	17	46	labor	labor	NOUN
gs-4319	17	47	productivity	productivity	NOUN
gs-4319	17	48	.	.	PUNCT
gs-4319	18	1	according	accord	VERB
gs-4319	18	2	to	to	ADP
gs-4319	18	3	mckinsey	mckinsey	NOUN
gs-4319	18	4	,	,	PUNCT
gs-4319	18	5	the	the	DET
gs-4319	18	6	first	first	ADJ
gs-4319	18	7	16	16	NUM
gs-4319	18	8	companies	company	NOUN
gs-4319	18	9	to	to	PART
gs-4319	18	10	successfully	successfully	ADV
gs-4319	18	11	implement	implement	VERB
gs-4319	18	12	ai	ai	NOUN
gs-4319	18	13	-	-	PUNCT
gs-4319	18	14	based	base	VERB
gs-4319	18	15	solutions	solution	NOUN
gs-4319	18	16	in	in	ADP
gs-4319	18	17	the	the	DET
gs-4319	18	18	supply	supply	NOUN
gs-4319	18	19	chain	chain	NOUN
gs-4319	18	20	saved	save	VERB
gs-4319	18	21	logistics	logistic	NOUN
gs-4319	18	22	costs	cost	NOUN
gs-4319	18	23	by	by	ADP
gs-4319	18	24	15	15	NUM
gs-4319	18	25	%	%	NOUN
gs-4319	18	26	(	(	PUNCT
gs-4319	18	27	fig	fig	NOUN
gs-4319	18	28	.	.	PUNCT
gs-4319	19	1	1	1	NUM
gs-4319	19	2	):	):	PUNCT
gs-4319	19	3	fig	fig	NOUN
gs-4319	19	4	.	.	PUNCT
gs-4319	20	1	1	1	X
gs-4319	20	2	.	.	X
gs-4319	20	3	top	top	ADJ
gs-4319	20	4	areas	area	NOUN
gs-4319	20	5	where	where	SCONJ
gs-4319	20	6	businesses	business	NOUN
gs-4319	20	7	are	be	AUX
gs-4319	20	8	driving	drive	VERB
gs-4319	20	9	revenue	revenue	NOUN
gs-4319	20	10	from	from	ADP
gs-4319	20	11	ai	ai	PROPN
gs-4319	20	12	investments	investment	NOUN
gs-4319	20	13	methodology	methodology	NOUN
gs-4319	20	14	the	the	DET
gs-4319	20	15	transformation	transformation	NOUN
gs-4319	20	16	is	be	AUX
gs-4319	20	17	made	make	VERB
gs-4319	20	18	possible	possible	ADJ
gs-4319	20	19	by	by	ADP
gs-4319	20	20	supply	supply	NOUN
gs-4319	20	21	chains	chain	NOUN
gs-4319	20	22	that	that	PRON
gs-4319	20	23	routinely	routinely	ADV
gs-4319	20	24	generate	generate	VERB
gs-4319	20	25	vast	vast	ADJ
gs-4319	20	26	components	component	NOUN
gs-4319	20	27	of	of	ADP
gs-4319	20	28	data	datum	NOUN
gs-4319	20	29	and	and	CCONJ
gs-4319	20	30	the	the	DET
gs-4319	20	31	data	datum	NOUN
gs-4319	20	32	processing	processing	NOUN
gs-4319	20	33	capabilities	capability	NOUN
gs-4319	20	34	of	of	ADP
gs-4319	20	35	artificial	artificial	ADJ
gs-4319	20	36	intelligence	intelligence	NOUN
gs-4319	20	37	.	.	PUNCT
gs-4319	21	1	artificial	artificial	ADJ
gs-4319	21	2	intelligence	intelligence	NOUN
gs-4319	21	3	technology	technology	NOUN
gs-4319	21	4	can	can	AUX
gs-4319	21	5	provide	provide	VERB
gs-4319	21	6	real	real	ADJ
gs-4319	21	7	-	-	PUNCT
gs-4319	21	8	time	time	NOUN
gs-4319	21	9	visibility	visibility	NOUN
gs-4319	21	10	and	and	CCONJ
gs-4319	21	11	analysis	analysis	NOUN
gs-4319	21	12	to	to	PART
gs-4319	21	13	train	train	NOUN
gs-4319	21	14	machine	machine	NOUN
gs-4319	21	15	learning	learning	NOUN
gs-4319	21	16	(	(	PUNCT
gs-4319	21	17	ml	ml	NOUN
gs-4319	21	18	)	)	PUNCT
gs-4319	21	19	models	model	NOUN
gs-4319	21	20	using	use	VERB
gs-4319	21	21	supply	supply	NOUN
gs-4319	21	22	chain	chain	NOUN
gs-4319	21	23	data	datum	NOUN
gs-4319	21	24	.	.	PUNCT
gs-4319	22	1	artificial	artificial	ADJ
gs-4319	22	2	intelligence	intelligence	NOUN
gs-4319	22	3	-	-	PUNCT
gs-4319	22	4	based	base	VERB
gs-4319	22	5	logistics	logistic	NOUN
gs-4319	22	6	optimization	optimization	NOUN
gs-4319	22	7	helps	help	VERB
gs-4319	22	8	companies	company	NOUN
gs-4319	22	9	deal	deal	VERB
gs-4319	22	10	with	with	ADP
gs-4319	22	11	complex	complex	ADJ
gs-4319	22	12	cost	cost	NOUN
gs-4319	22	13	and	and	CCONJ
gs-4319	22	14	supply	supply	NOUN
gs-4319	22	15	constraints	constraint	NOUN
gs-4319	22	16	by	by	ADP
gs-4319	22	17	providing	provide	VERB
gs-4319	22	18	in	in	ADP
gs-4319	22	19	-	-	PUNCT
gs-4319	22	20	depth	depth	NOUN
gs-4319	22	21	analysis	analysis	NOUN
gs-4319	22	22	and	and	CCONJ
gs-4319	22	23	finding	find	VERB
gs-4319	22	24	the	the	DET
gs-4319	22	25	most	most	ADV
gs-4319	22	26	optimal	optimal	ADJ
gs-4319	22	27	solutions	solution	NOUN
gs-4319	22	28	[	[	X
gs-4319	22	29	9	9	NUM
gs-4319	22	30	-	-	SYM
gs-4319	22	31	14	14	NUM
gs-4319	22	32	]	]	PUNCT
gs-4319	22	33	.	.	PUNCT
gs-4319	23	1	artificial	artificial	ADJ
gs-4319	23	2	intelligence	intelligence	NOUN
gs-4319	23	3	technology	technology	NOUN
gs-4319	23	4	is	be	AUX
gs-4319	23	5	revolutionizing	revolutionize	VERB
gs-4319	23	6	the	the	DET
gs-4319	23	7	logistics	logistic	NOUN
gs-4319	23	8	industry	industry	NOUN
gs-4319	23	9	by	by	ADP
gs-4319	23	10	speeding	speed	VERB
gs-4319	23	11	up	up	ADP
gs-4319	23	12	the	the	DET
gs-4319	23	13	delivery	delivery	NOUN
gs-4319	23	14	of	of	ADP
gs-4319	23	15	goods	good	NOUN
gs-4319	23	16	.	.	PUNCT
gs-4319	24	1	logistics	logistic	NOUN
gs-4319	24	2	using	use	VERB
gs-4319	24	3	artificial	artificial	ADJ
gs-4319	24	4	intelligence	intelligence	NOUN
gs-4319	24	5	has	have	VERB
gs-4319	24	6	a	a	DET
gs-4319	24	7	number	number	NOUN
gs-4319	24	8	of	of	ADP
gs-4319	24	9	advantages	advantage	NOUN
gs-4319	24	10	.	.	PUNCT
gs-4319	25	1	artificial	artificial	ADJ
gs-4319	25	2	intelligence	intelligence	NOUN
gs-4319	25	3	can	can	AUX
gs-4319	25	4	be	be	AUX
gs-4319	25	5	used	use	VERB
gs-4319	25	6	to	to	PART
gs-4319	25	7	improve	improve	VERB
gs-4319	25	8	every	every	DET
gs-4319	25	9	stage	stage	NOUN
gs-4319	25	10	of	of	ADP
gs-4319	25	11	the	the	DET
gs-4319	25	12	logistics	logistic	NOUN
gs-4319	25	13	process	process	NOUN
gs-4319	25	14	(	(	PUNCT
gs-4319	25	15	fig.2	fig.2	PROPN
gs-4319	25	16	):	):	PUNCT
gs-4319	25	17	fig	fig	NOUN
gs-4319	25	18	.	.	PUNCT
gs-4319	26	1	2	2	X
gs-4319	26	2	.	.	X
gs-4319	26	3	the	the	DET
gs-4319	26	4	benefits	benefit	NOUN
gs-4319	26	5	of	of	ADP
gs-4319	26	6	ai	ai	VERB
gs-4319	26	7	in	in	ADP
gs-4319	26	8	logistics	logistic	NOUN
gs-4319	26	9	georgian	georgian	ADJ
gs-4319	26	10	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4319	26	11	მეცნიერები	მეცნიერები	NOUN
gs-4319	26	12	ტ.	ტ.	VERB
gs-4319	26	13	7	7	NUM
gs-4319	26	14	n	n	DET
gs-4319	26	15	4	4	NUM
gs-4319	26	16	,	,	PUNCT
gs-4319	26	17	2025	2025	NUM
gs-4319	26	18	328	328	NUM
gs-4319	26	19	2	2	NUM
gs-4319	26	20	.	.	PUNCT
gs-4319	27	1	the	the	DET
gs-4319	27	2	future	future	NOUN
gs-4319	27	3	of	of	ADP
gs-4319	27	4	ai	ai	NOUN
gs-4319	27	5	in	in	ADP
gs-4319	27	6	logistics	logistic	NOUN
gs-4319	27	7	businesses	business	NOUN
gs-4319	27	8	will	will	AUX
gs-4319	27	9	be	be	AUX
gs-4319	27	10	able	able	ADJ
gs-4319	27	11	to	to	PART
gs-4319	27	12	collect	collect	VERB
gs-4319	27	13	more	more	ADJ
gs-4319	27	14	data	datum	NOUN
gs-4319	27	15	about	about	ADP
gs-4319	27	16	their	their	PRON
gs-4319	27	17	customers	customer	NOUN
gs-4319	27	18	,	,	PUNCT
gs-4319	27	19	supply	supply	NOUN
gs-4319	27	20	chain	chain	NOUN
gs-4319	27	21	,	,	PUNCT
gs-4319	27	22	delivery	delivery	NOUN
gs-4319	27	23	,	,	PUNCT
gs-4319	27	24	fleet	fleet	NOUN
gs-4319	27	25	,	,	PUNCT
gs-4319	27	26	drivers	driver	NOUN
gs-4319	27	27	,	,	PUNCT
gs-4319	27	28	and	and	CCONJ
gs-4319	27	29	other	other	ADJ
gs-4319	27	30	topics	topic	NOUN
gs-4319	27	31	as	as	ADP
gs-4319	27	32	logistics	logistic	NOUN
gs-4319	27	33	and	and	CCONJ
gs-4319	27	34	trucking	trucking	NOUN
gs-4319	27	35	organizations	organization	NOUN
gs-4319	27	36	become	become	VERB
gs-4319	27	37	increasingly	increasingly	ADV
gs-4319	27	38	digital	digital	ADJ
gs-4319	27	39	.	.	PUNCT
gs-4319	28	1	leading	lead	VERB
gs-4319	28	2	logistics	logistic	NOUN
gs-4319	28	3	companies	company	NOUN
gs-4319	28	4	have	have	AUX
gs-4319	28	5	already	already	ADV
gs-4319	28	6	begun	begin	VERB
gs-4319	28	7	using	use	VERB
gs-4319	28	8	ai	ai	NOUN
gs-4319	28	9	in	in	ADP
gs-4319	28	10	the	the	DET
gs-4319	28	11	transportation	transportation	NOUN
gs-4319	28	12	industry	industry	NOUN
gs-4319	28	13	.	.	PUNCT
gs-4319	29	1	while	while	SCONJ
gs-4319	29	2	many	many	ADJ
gs-4319	29	3	businesses	business	NOUN
gs-4319	29	4	are	be	AUX
gs-4319	29	5	currently	currently	ADV
gs-4319	29	6	collecting	collect	VERB
gs-4319	29	7	this	this	DET
gs-4319	29	8	data	datum	NOUN
gs-4319	29	9	and	and	CCONJ
gs-4319	29	10	will	will	AUX
gs-4319	29	11	continue	continue	VERB
gs-4319	29	12	to	to	PART
gs-4319	29	13	do	do	VERB
gs-4319	29	14	so	so	ADV
gs-4319	29	15	in	in	ADP
gs-4319	29	16	the	the	DET
gs-4319	29	17	future	future	NOUN
gs-4319	29	18	,	,	PUNCT
gs-4319	29	19	it	it	PRON
gs-4319	29	20	remains	remain	VERB
gs-4319	29	21	underutilized	underutilize	VERB
gs-4319	29	22	[	[	PUNCT
gs-4319	29	23	15	15	NUM
gs-4319	29	24	-	-	SYM
gs-4319	29	25	23	23	NUM
gs-4319	29	26	]	]	PUNCT
gs-4319	29	27	.	.	PUNCT
gs-4319	30	1	the	the	DET
gs-4319	30	2	real	real	ADJ
gs-4319	30	3	possibilities	possibility	NOUN
gs-4319	30	4	of	of	ADP
gs-4319	30	5	enterprise	enterprise	NOUN
gs-4319	30	6	data	datum	NOUN
gs-4319	30	7	are	be	AUX
gs-4319	30	8	finally	finally	ADV
gs-4319	30	9	being	be	AUX
gs-4319	30	10	unlocked	unlock	VERB
gs-4319	30	11	with	with	ADP
gs-4319	30	12	artificial	artificial	ADJ
gs-4319	30	13	intelligence	intelligence	NOUN
gs-4319	30	14	solutions	solution	NOUN
gs-4319	30	15	.	.	PUNCT
gs-4319	31	1	this	this	PRON
gs-4319	31	2	will	will	AUX
gs-4319	31	3	allow	allow	VERB
gs-4319	31	4	users	user	NOUN
gs-4319	31	5	to	to	PART
gs-4319	31	6	gain	gain	VERB
gs-4319	31	7	experience	experience	NOUN
gs-4319	31	8	;	;	PUNCT
gs-4319	31	9	it	it	PRON
gs-4319	31	10	also	also	ADV
gs-4319	31	11	improves	improve	VERB
gs-4319	31	12	fleet	fleet	NOUN
gs-4319	31	13	management	management	NOUN
gs-4319	31	14	,	,	PUNCT
gs-4319	31	15	speeds	speed	VERB
gs-4319	31	16	up	up	ADP
gs-4319	31	17	delivery	delivery	NOUN
gs-4319	31	18	,	,	PUNCT
gs-4319	31	19	reduces	reduce	VERB
gs-4319	31	20	breakdowns	breakdown	NOUN
gs-4319	31	21	and	and	CCONJ
gs-4319	31	22	improves	improve	VERB
gs-4319	31	23	overall	overall	ADJ
gs-4319	31	24	business	business	NOUN
gs-4319	31	25	profitability	profitability	NOUN
gs-4319	31	26	.	.	PUNCT
gs-4319	32	1	all	all	DET
gs-4319	32	2	participants	participant	NOUN
gs-4319	32	3	in	in	ADP
gs-4319	32	4	the	the	DET
gs-4319	32	5	logistics	logistic	NOUN
gs-4319	32	6	and	and	CCONJ
gs-4319	32	7	transportation	transportation	NOUN
gs-4319	32	8	ecosystem	ecosystem	NOUN
gs-4319	32	9	can	can	AUX
gs-4319	32	10	benefit	benefit	VERB
gs-4319	32	11	from	from	ADP
gs-4319	32	12	ai	ai	PROPN
gs-4319	32	13	,	,	PUNCT
gs-4319	32	14	but	but	CCONJ
gs-4319	32	15	sustaining	sustain	VERB
gs-4319	32	16	development	development	NOUN
gs-4319	32	17	takes	take	VERB
gs-4319	32	18	time	time	NOUN
gs-4319	32	19	and	and	CCONJ
gs-4319	32	20	money	money	NOUN
gs-4319	32	21	(	(	PUNCT
gs-4319	32	22	fig	fig	NOUN
gs-4319	32	23	.	.	PUNCT
gs-4319	33	1	3	3	NUM
gs-4319	33	2	):	):	PUNCT
gs-4319	33	3	fig	fig	NOUN
gs-4319	33	4	.	.	PUNCT
gs-4319	34	1	3	3	X
gs-4319	34	2	.	.	X
gs-4319	34	3	role	role	NOUN
gs-4319	34	4	of	of	ADP
gs-4319	34	5	ai	ai	VERB
gs-4319	34	6	in	in	ADP
gs-4319	34	7	logistics	logistic	NOUN
gs-4319	34	8	3	3	NUM
gs-4319	34	9	.	.	X
gs-4319	34	10	supply	supply	NOUN
gs-4319	34	11	chain	chain	NOUN
gs-4319	34	12	integration	integration	NOUN
gs-4319	34	13	through	through	ADP
gs-4319	34	14	ai	ai	PRON
gs-4319	34	15	supply	supply	NOUN
gs-4319	34	16	chain	chain	NOUN
gs-4319	34	17	integration	integration	NOUN
gs-4319	34	18	,	,	PUNCT
gs-4319	34	19	enhanced	enhance	VERB
gs-4319	34	20	by	by	ADP
gs-4319	34	21	the	the	DET
gs-4319	34	22	power	power	NOUN
gs-4319	34	23	of	of	ADP
gs-4319	34	24	artificial	artificial	ADJ
gs-4319	34	25	intelligence	intelligence	NOUN
gs-4319	34	26	(	(	PUNCT
gs-4319	34	27	ai	ai	NOUN
gs-4319	34	28	)	)	PUNCT
gs-4319	34	29	,	,	PUNCT
gs-4319	34	30	is	be	AUX
gs-4319	34	31	a	a	DET
gs-4319	34	32	key	key	ADJ
gs-4319	34	33	element	element	NOUN
gs-4319	34	34	for	for	ADP
gs-4319	34	35	improving	improve	VERB
gs-4319	34	36	efficiency	efficiency	NOUN
gs-4319	34	37	,	,	PUNCT
gs-4319	34	38	transparency	transparency	NOUN
gs-4319	34	39	and	and	CCONJ
gs-4319	34	40	sustainability	sustainability	NOUN
gs-4319	34	41	in	in	ADP
gs-4319	34	42	modern	modern	ADJ
gs-4319	34	43	logistics	logistic	NOUN
gs-4319	34	44	.	.	PUNCT
gs-4319	35	1	ai	ai	VERB
gs-4319	35	2	enables	enable	VERB
gs-4319	35	3	the	the	DET
gs-4319	35	4	automation	automation	NOUN
gs-4319	35	5	and	and	CCONJ
gs-4319	35	6	optimization	optimization	NOUN
gs-4319	35	7	of	of	ADP
gs-4319	35	8	multiple	multiple	ADJ
gs-4319	35	9	aspects	aspect	NOUN
gs-4319	35	10	of	of	ADP
gs-4319	35	11	supply	supply	NOUN
gs-4319	35	12	chains	chain	NOUN
gs-4319	35	13	,	,	PUNCT
gs-4319	35	14	ensuring	ensure	VERB
gs-4319	35	15	the	the	DET
gs-4319	35	16	smooth	smooth	ADJ
gs-4319	35	17	flow	flow	NOUN
gs-4319	35	18	of	of	ADP
gs-4319	35	19	goods	good	NOUN
gs-4319	35	20	from	from	ADP
gs-4319	35	21	suppliers	supplier	NOUN
gs-4319	35	22	to	to	PART
gs-4319	35	23	end	end	VERB
gs-4319	35	24	consumers	consumer	NOUN
gs-4319	35	25	.	.	PUNCT
gs-4319	36	1	ai	ai	VERB
gs-4319	36	2	enables	enable	VERB
gs-4319	36	3	the	the	DET
gs-4319	36	4	integration	integration	NOUN
gs-4319	36	5	and	and	CCONJ
gs-4319	36	6	analysis	analysis	NOUN
gs-4319	36	7	of	of	ADP
gs-4319	36	8	data	datum	NOUN
gs-4319	36	9	from	from	ADP
gs-4319	36	10	all	all	DET
gs-4319	36	11	stages	stage	NOUN
gs-4319	36	12	of	of	ADP
gs-4319	36	13	the	the	DET
gs-4319	36	14	supply	supply	NOUN
gs-4319	36	15	chain	chain	NOUN
gs-4319	36	16	,	,	PUNCT
gs-4319	36	17	including	include	VERB
gs-4319	36	18	manufacturing	manufacturing	NOUN
gs-4319	36	19	,	,	PUNCT
gs-4319	36	20	storage	storage	NOUN
gs-4319	36	21	,	,	PUNCT
gs-4319	36	22	transportation	transportation	NOUN
gs-4319	36	23	and	and	CCONJ
gs-4319	36	24	retail	retail	NOUN
gs-4319	36	25	,	,	PUNCT
gs-4319	36	26	which	which	PRON
gs-4319	36	27	improves	improve	VERB
gs-4319	36	28	forecasting	forecasting	NOUN
gs-4319	36	29	and	and	CCONJ
gs-4319	36	30	planning	planning	NOUN
gs-4319	36	31	accuracy	accuracy	NOUN
gs-4319	36	32	.	.	PUNCT
gs-4319	37	1	discussion	discussion	NOUN
gs-4319	37	2	data	datum	NOUN
gs-4319	37	3	integration	integration	NOUN
gs-4319	37	4	improves	improve	VERB
gs-4319	37	5	transparency	transparency	NOUN
gs-4319	37	6	in	in	ADP
gs-4319	37	7	the	the	DET
gs-4319	37	8	supply	supply	NOUN
gs-4319	37	9	chain	chain	NOUN
gs-4319	37	10	,	,	PUNCT
gs-4319	37	11	allowing	allow	VERB
gs-4319	37	12	companies	company	NOUN
gs-4319	37	13	and	and	CCONJ
gs-4319	37	14	end	end	VERB
gs-4319	37	15	users	user	NOUN
gs-4319	37	16	to	to	PART
gs-4319	37	17	track	track	VERB
gs-4319	37	18	the	the	DET
gs-4319	37	19	origin	origin	NOUN
gs-4319	37	20	and	and	CCONJ
gs-4319	37	21	condition	condition	NOUN
gs-4319	37	22	of	of	ADP
gs-4319	37	23	goods	good	NOUN
gs-4319	37	24	.	.	PUNCT
gs-4319	38	1	ai	ai	VERB
gs-4319	38	2	can	can	AUX
gs-4319	38	3	automatically	automatically	ADV
gs-4319	38	4	identify	identify	VERB
gs-4319	38	5	procurement	procurement	NOUN
gs-4319	38	6	needs	need	NOUN
gs-4319	38	7	and	and	CCONJ
gs-4319	38	8	place	place	VERB
gs-4319	38	9	orders	order	NOUN
gs-4319	38	10	with	with	ADP
gs-4319	38	11	suppliers	supplier	NOUN
gs-4319	38	12	,	,	PUNCT
gs-4319	38	13	optimizing	optimize	VERB
gs-4319	38	14	inventory	inventory	NOUN
gs-4319	38	15	levels	level	NOUN
gs-4319	38	16	and	and	CCONJ
gs-4319	38	17	minimizing	minimize	VERB
gs-4319	38	18	surpluses	surplus	NOUN
gs-4319	38	19	.	.	PUNCT
gs-4319	39	1	ai	ai	AUX
gs-4319	39	2	optimizes	optimize	VERB
gs-4319	39	3	logistics	logistic	NOUN
gs-4319	39	4	processes	process	NOUN
gs-4319	39	5	,	,	PUNCT
gs-4319	39	6	including	include	VERB
gs-4319	39	7	carrier	carrier	NOUN
gs-4319	39	8	selection	selection	NOUN
gs-4319	39	9	,	,	PUNCT
gs-4319	39	10	route	route	NOUN
gs-4319	39	11	planning	planning	NOUN
gs-4319	39	12	and	and	CCONJ
gs-4319	39	13	warehouse	warehouse	NOUN
gs-4319	39	14	management	management	NOUN
gs-4319	39	15	,	,	PUNCT
gs-4319	39	16	which	which	PRON
gs-4319	39	17	speeds	speed	VERB
gs-4319	39	18	delivery	delivery	NOUN
gs-4319	39	19	and	and	CCONJ
gs-4319	39	20	reduces	reduce	VERB
gs-4319	39	21	costs	cost	NOUN
gs-4319	39	22	.	.	PUNCT
gs-4319	40	1	ai	ai	VERB
gs-4319	40	2	helps	help	NOUN
gs-4319	40	3	reduce	reduce	VERB
gs-4319	40	4	the	the	DET
gs-4319	40	5	carbon	carbon	NOUN
gs-4319	40	6	footprint	footprint	NOUN
gs-4319	40	7	of	of	ADP
gs-4319	40	8	supply	supply	NOUN
gs-4319	40	9	chains	chain	NOUN
gs-4319	40	10	through	through	ADP
gs-4319	40	11	more	more	ADV
gs-4319	40	12	efficient	efficient	ADJ
gs-4319	40	13	route	route	NOUN
gs-4319	40	14	planning	planning	NOUN
gs-4319	40	15	and	and	CCONJ
gs-4319	40	16	optimization	optimization	NOUN
gs-4319	40	17	.	.	PUNCT
gs-4319	41	1	using	use	VERB
gs-4319	41	2	ai	ai	VERB
gs-4319	41	3	to	to	PART
gs-4319	41	4	manage	manage	VERB
gs-4319	41	5	energy	energy	NOUN
gs-4319	41	6	consumption	consumption	NOUN
gs-4319	41	7	in	in	ADP
gs-4319	41	8	warehouses	warehouse	NOUN
gs-4319	41	9	and	and	CCONJ
gs-4319	41	10	transportation	transportation	NOUN
gs-4319	41	11	processes	process	NOUN
gs-4319	41	12	helps	help	VERB
gs-4319	41	13	reduce	reduce	VERB
gs-4319	41	14	environmental	environmental	ADJ
gs-4319	41	15	impact	impact	NOUN
gs-4319	41	16	.	.	PUNCT
gs-4319	42	1	ai	ai	PROPN
gs-4319	42	2	facilitates	facilitate	VERB
gs-4319	42	3	data	datum	NOUN
gs-4319	42	4	sharing	sharing	NOUN
gs-4319	42	5	and	and	CCONJ
gs-4319	42	6	coordination	coordination	NOUN
gs-4319	42	7	between	between	ADP
gs-4319	42	8	different	different	ADJ
gs-4319	42	9	supply	supply	NOUN
gs-4319	42	10	chain	chain	NOUN
gs-4319	42	11	actors	actor	NOUN
gs-4319	42	12	,	,	PUNCT
gs-4319	42	13	improving	improve	VERB
gs-4319	42	14	overall	overall	ADJ
gs-4319	42	15	efficiency	efficiency	NOUN
gs-4319	42	16	and	and	CCONJ
gs-4319	42	17	partner	partner	NOUN
gs-4319	42	18	satisfaction	satisfaction	NOUN
gs-4319	42	19	.	.	PUNCT
gs-4319	43	1	the	the	DET
gs-4319	43	2	integration	integration	NOUN
gs-4319	43	3	of	of	ADP
gs-4319	43	4	different	different	ADJ
gs-4319	43	5	systems	system	NOUN
gs-4319	43	6	and	and	CCONJ
gs-4319	43	7	technologies	technology	NOUN
gs-4319	43	8	requires	require	VERB
gs-4319	43	9	considerable	considerable	ADJ
gs-4319	43	10	effort	effort	NOUN
gs-4319	43	11	in	in	ADP
gs-4319	43	12	terms	term	NOUN
gs-4319	43	13	georgian	georgian	PROPN
gs-4319	43	14	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4319	43	15	მეცნიერები	მეცნიერები	NOUN
gs-4319	43	16	ტ.	ტ.	VERB
gs-4319	43	17	7	7	NUM
gs-4319	43	18	n	n	DET
gs-4319	43	19	4	4	NUM
gs-4319	43	20	,	,	PUNCT
gs-4319	43	21	2025	2025	NUM
gs-4319	43	22	329	329	NUM
gs-4319	43	23	of	of	ADP
gs-4319	43	24	change	change	NOUN
gs-4319	43	25	management	management	NOUN
gs-4319	43	26	,	,	PUNCT
gs-4319	43	27	staff	staff	NOUN
gs-4319	43	28	training	training	NOUN
gs-4319	43	29	and	and	CCONJ
gs-4319	43	30	data	datum	NOUN
gs-4319	43	31	compatibility	compatibility	NOUN
gs-4319	43	32	.	.	PUNCT
gs-4319	44	1	data	datum	NOUN
gs-4319	44	2	must	must	AUX
gs-4319	44	3	be	be	AUX
gs-4319	44	4	protected	protect	VERB
gs-4319	44	5	and	and	CCONJ
gs-4319	44	6	misuse	misuse	NOUN
gs-4319	44	7	prevented	prevent	VERB
gs-4319	44	8	when	when	SCONJ
gs-4319	44	9	integrating	integrate	VERB
gs-4319	44	10	different	different	ADJ
gs-4319	44	11	information	information	NOUN
gs-4319	44	12	systems	system	NOUN
gs-4319	44	13	.	.	PUNCT
gs-4319	45	1	ai	ai	VERB
gs-4319	45	2	-	-	PUNCT
gs-4319	45	3	enabled	enable	VERB
gs-4319	45	4	supply	supply	NOUN
gs-4319	45	5	chain	chain	NOUN
gs-4319	45	6	integration	integration	NOUN
gs-4319	45	7	opens	open	VERB
gs-4319	45	8	up	up	ADP
gs-4319	45	9	new	new	ADJ
gs-4319	45	10	opportunities	opportunity	NOUN
gs-4319	45	11	to	to	PART
gs-4319	45	12	improve	improve	VERB
gs-4319	45	13	efficiency	efficiency	NOUN
gs-4319	45	14	,	,	PUNCT
gs-4319	45	15	sustainability	sustainability	NOUN
gs-4319	45	16	,	,	PUNCT
gs-4319	45	17	and	and	CCONJ
gs-4319	45	18	transparency	transparency	NOUN
gs-4319	45	19	in	in	ADP
gs-4319	45	20	logistics	logistic	NOUN
gs-4319	45	21	.	.	PUNCT
gs-4319	46	1	it	it	PRON
gs-4319	46	2	allows	allow	VERB
gs-4319	46	3	companies	company	NOUN
gs-4319	46	4	to	to	PART
gs-4319	46	5	be	be	AUX
gs-4319	46	6	more	more	ADV
gs-4319	46	7	flexible	flexible	ADJ
gs-4319	46	8	and	and	CCONJ
gs-4319	46	9	adaptive	adaptive	ADJ
gs-4319	46	10	to	to	ADP
gs-4319	46	11	changes	change	NOUN
gs-4319	46	12	in	in	ADP
gs-4319	46	13	market	market	NOUN
gs-4319	46	14	conditions	condition	NOUN
gs-4319	46	15	and	and	CCONJ
gs-4319	46	16	consumer	consumer	NOUN
gs-4319	46	17	needs	need	NOUN
gs-4319	46	18	(	(	PUNCT
gs-4319	46	19	fig	fig	NOUN
gs-4319	46	20	.	.	PUNCT
gs-4319	47	1	4	4	NUM
gs-4319	47	2	):	):	PUNCT
gs-4319	47	3	fig	fig	NOUN
gs-4319	47	4	.	.	PUNCT
gs-4319	48	1	4	4	X
gs-4319	48	2	.	.	X
gs-4319	48	3	benefits	benefit	NOUN
gs-4319	48	4	af	af	AUX
gs-4319	48	5	ai	ai	VERB
gs-4319	48	6	in	in	ADP
gs-4319	48	7	transportation	transportation	NOUN
gs-4319	48	8	&	&	CCONJ
gs-4319	48	9	logistics	logistic	NOUN
gs-4319	48	10	5	5	NUM
gs-4319	48	11	.	.	PUNCT
gs-4319	49	1	examples	example	NOUN
gs-4319	49	2	of	of	ADP
gs-4319	49	3	artificial	artificial	ADJ
gs-4319	49	4	intelligence	intelligence	NOUN
gs-4319	49	5	applications	application	NOUN
gs-4319	49	6	in	in	ADP
gs-4319	49	7	logistics	logistic	NOUN
gs-4319	49	8			VERB
gs-4319	49	9	amazon	amazon	NOUN
gs-4319	49	10	uses	use	VERB
gs-4319	49	11	kiva	kiva	PROPN
gs-4319	49	12	robots	robot	NOUN
gs-4319	49	13	in	in	ADP
gs-4319	49	14	its	its	PRON
gs-4319	49	15	warehouses	warehouse	NOUN
gs-4319	49	16	to	to	PART
gs-4319	49	17	automate	automate	VERB
gs-4319	49	18	the	the	DET
gs-4319	49	19	picking	picking	NOUN
gs-4319	49	20	process	process	NOUN
gs-4319	49	21	.	.	PUNCT
gs-4319	50	1	these	these	DET
gs-4319	50	2	robots	robot	NOUN
gs-4319	50	3	move	move	VERB
gs-4319	50	4	around	around	ADP
gs-4319	50	5	the	the	DET
gs-4319	50	6	warehouse	warehouse	NOUN
gs-4319	50	7	,	,	PUNCT
gs-4319	50	8	automatically	automatically	ADV
gs-4319	50	9	picking	pick	VERB
gs-4319	50	10	shelves	shelf	NOUN
gs-4319	50	11	of	of	ADP
gs-4319	50	12	goods	good	NOUN
gs-4319	50	13	and	and	CCONJ
gs-4319	50	14	delivering	deliver	VERB
gs-4319	50	15	them	they	PRON
gs-4319	50	16	to	to	ADP
gs-4319	50	17	employees	employee	NOUN
gs-4319	50	18	'	'	PART
gs-4319	50	19	workstations	workstation	NOUN
gs-4319	50	20	,	,	PUNCT
gs-4319	50	21	which	which	PRON
gs-4319	50	22	significantly	significantly	ADV
gs-4319	50	23	reduces	reduce	VERB
gs-4319	50	24	order	order	NOUN
gs-4319	50	25	picking	pick	VERB
gs-4319	50	26	time	time	NOUN
gs-4319	50	27	and	and	CCONJ
gs-4319	50	28	increases	increase	VERB
gs-4319	50	29	overall	overall	ADJ
gs-4319	50	30	warehouse	warehouse	NOUN
gs-4319	50	31	efficiency	efficiency	NOUN
gs-4319	50	32	.	.	PUNCT
gs-4319	51	1			VERB
gs-4319	51	2	maersk	maersk	PROPN
gs-4319	51	3	has	have	AUX
gs-4319	51	4	partnered	partner	VERB
gs-4319	51	5	with	with	ADP
gs-4319	51	6	ibm	ibm	PROPN
gs-4319	51	7	to	to	PART
gs-4319	51	8	develop	develop	VERB
gs-4319	51	9	a	a	DET
gs-4319	51	10	blockchain	blockchain	NOUN
gs-4319	51	11	and	and	CCONJ
gs-4319	51	12	ai	ai	NOUN
gs-4319	51	13	-	-	PUNCT
gs-4319	51	14	based	base	VERB
gs-4319	51	15	platform	platform	NOUN
gs-4319	51	16	called	call	VERB
gs-4319	51	17	tradelens	tradelen	NOUN
gs-4319	51	18	.	.	PUNCT
gs-4319	52	1	this	this	DET
gs-4319	52	2	platform	platform	NOUN
gs-4319	52	3	allows	allow	VERB
gs-4319	52	4	all	all	DET
gs-4319	52	5	participants	participant	NOUN
gs-4319	52	6	in	in	ADP
gs-4319	52	7	the	the	DET
gs-4319	52	8	transportation	transportation	NOUN
gs-4319	52	9	and	and	CCONJ
gs-4319	52	10	logistics	logistic	NOUN
gs-4319	52	11	industry	industry	NOUN
gs-4319	52	12	to	to	PART
gs-4319	52	13	track	track	VERB
gs-4319	52	14	real	real	ADJ
gs-4319	52	15	-	-	PUNCT
gs-4319	52	16	time	time	NOUN
gs-4319	52	17	information	information	NOUN
gs-4319	52	18	on	on	ADP
gs-4319	52	19	cargo	cargo	NOUN
gs-4319	52	20	shipments	shipment	NOUN
gs-4319	52	21	,	,	PUNCT
gs-4319	52	22	thus	thus	ADV
gs-4319	52	23	reducing	reduce	VERB
gs-4319	52	24	bureaucracy	bureaucracy	NOUN
gs-4319	52	25	and	and	CCONJ
gs-4319	52	26	shortening	shortening	NOUN
gs-4319	52	27	time	time	NOUN
gs-4319	52	28	for	for	ADP
gs-4319	52	29	customs	custom	NOUN
gs-4319	52	30	clearance	clearance	NOUN
gs-4319	52	31	and	and	CCONJ
gs-4319	52	32	delivery	delivery	NOUN
gs-4319	52	33	.	.	PUNCT
gs-4319	53	1			VERB
gs-4319	53	2	ups	up	NOUN
gs-4319	53	3	uses	use	VERB
gs-4319	53	4	the	the	DET
gs-4319	53	5	orion	orion	NOUN
gs-4319	53	6	(	(	PUNCT
gs-4319	53	7	on	on	ADP
gs-4319	53	8	-	-	PUNCT
gs-4319	53	9	road	road	NOUN
gs-4319	53	10	integrated	integrate	VERB
gs-4319	53	11	optimization	optimization	NOUN
gs-4319	53	12	and	and	CCONJ
gs-4319	53	13	navigation	navigation	NOUN
gs-4319	53	14	)	)	PUNCT
gs-4319	53	15	system	system	NOUN
gs-4319	53	16	to	to	PART
gs-4319	53	17	optimize	optimize	VERB
gs-4319	53	18	delivery	delivery	NOUN
gs-4319	53	19	routes	route	NOUN
gs-4319	53	20	for	for	ADP
gs-4319	53	21	its	its	PRON
gs-4319	53	22	trucks	truck	NOUN
gs-4319	53	23	.	.	PUNCT
gs-4319	54	1	the	the	DET
gs-4319	54	2	system	system	NOUN
gs-4319	54	3	analyzes	analyze	VERB
gs-4319	54	4	large	large	ADJ
gs-4319	54	5	amounts	amount	NOUN
gs-4319	54	6	of	of	ADP
gs-4319	54	7	data	datum	NOUN
gs-4319	54	8	,	,	PUNCT
gs-4319	54	9	including	include	VERB
gs-4319	54	10	traffic	traffic	NOUN
gs-4319	54	11	,	,	PUNCT
gs-4319	54	12	weather	weather	NOUN
gs-4319	54	13	and	and	CCONJ
gs-4319	54	14	delivery	delivery	NOUN
gs-4319	54	15	urgency	urgency	NOUN
gs-4319	54	16	,	,	PUNCT
gs-4319	54	17	to	to	PART
gs-4319	54	18	determine	determine	VERB
gs-4319	54	19	the	the	DET
gs-4319	54	20	most	most	ADV
gs-4319	54	21	efficient	efficient	ADJ
gs-4319	54	22	routes	route	NOUN
gs-4319	54	23	.	.	PUNCT
gs-4319	55	1	this	this	PRON
gs-4319	55	2	reduces	reduce	VERB
gs-4319	55	3	annual	annual	ADJ
gs-4319	55	4	fuel	fuel	NOUN
gs-4319	55	5	costs	cost	NOUN
gs-4319	55	6	by	by	ADP
gs-4319	55	7	millions	million	NOUN
gs-4319	55	8	of	of	ADP
gs-4319	55	9	dollars	dollar	NOUN
gs-4319	55	10	and	and	CCONJ
gs-4319	55	11	significantly	significantly	ADV
gs-4319	55	12	reduces	reduce	VERB
gs-4319	55	13	carbon	carbon	NOUN
gs-4319	55	14	dioxide	dioxide	NOUN
gs-4319	55	15	emissions	emission	NOUN
gs-4319	55	16	.	.	PUNCT
gs-4319	56	1			PROPN
gs-4319	56	2	dhl	dhl	PROPN
gs-4319	56	3	uses	use	VERB
gs-4319	56	4	artificial	artificial	ADJ
gs-4319	56	5	intelligence	intelligence	NOUN
gs-4319	56	6	tools	tool	NOUN
gs-4319	56	7	to	to	PART
gs-4319	56	8	analyze	analyze	VERB
gs-4319	56	9	demand	demand	NOUN
gs-4319	56	10	data	datum	NOUN
gs-4319	56	11	and	and	CCONJ
gs-4319	56	12	optimize	optimize	VERB
gs-4319	56	13	inventory	inventory	NOUN
gs-4319	56	14	management	management	NOUN
gs-4319	56	15	.	.	PUNCT
gs-4319	57	1	ai	ai	VERB
gs-4319	57	2	systems	system	NOUN
gs-4319	57	3	analyze	analyze	VERB
gs-4319	57	4	historical	historical	ADJ
gs-4319	57	5	order	order	NOUN
gs-4319	57	6	data	datum	NOUN
gs-4319	57	7	,	,	PUNCT
gs-4319	57	8	social	social	ADJ
gs-4319	57	9	media	medium	NOUN
gs-4319	57	10	,	,	PUNCT
gs-4319	57	11	weather	weather	NOUN
gs-4319	57	12	conditions	condition	NOUN
gs-4319	57	13	and	and	CCONJ
gs-4319	57	14	other	other	ADJ
gs-4319	57	15	external	external	ADJ
gs-4319	57	16	factors	factor	NOUN
gs-4319	57	17	to	to	PART
gs-4319	57	18	accurately	accurately	ADV
gs-4319	57	19	predict	predict	VERB
gs-4319	57	20	future	future	ADJ
gs-4319	57	21	demand	demand	NOUN
gs-4319	57	22	for	for	ADP
gs-4319	57	23	goods	good	NOUN
gs-4319	57	24	.	.	PUNCT
gs-4319	58	1	this	this	PRON
gs-4319	58	2	helps	help	VERB
gs-4319	58	3	the	the	DET
gs-4319	58	4	company	company	NOUN
gs-4319	58	5	optimize	optimize	VERB
gs-4319	58	6	inventory	inventory	NOUN
gs-4319	58	7	and	and	CCONJ
gs-4319	58	8	reduce	reduce	VERB
gs-4319	58	9	storage	storage	NOUN
gs-4319	58	10	costs	cost	NOUN
gs-4319	58	11	.	.	PUNCT
gs-4319	59	1			PROPN
gs-4319	59	2	walmart	walmart	PROPN
gs-4319	59	3	is	be	AUX
gs-4319	59	4	implementing	implement	VERB
gs-4319	59	5	automated	automate	VERB
gs-4319	59	6	systems	system	NOUN
gs-4319	59	7	for	for	ADP
gs-4319	59	8	in	in	ADP
gs-4319	59	9	-	-	PUNCT
gs-4319	59	10	store	store	NOUN
gs-4319	59	11	inventory	inventory	NOUN
gs-4319	59	12	using	use	VERB
gs-4319	59	13	robots	robot	NOUN
gs-4319	59	14	and	and	CCONJ
gs-4319	59	15	ai	ai	VERB
gs-4319	59	16	.	.	PUNCT
gs-4319	60	1	robots	robot	NOUN
gs-4319	60	2	scan	scan	VERB
gs-4319	60	3	the	the	DET
gs-4319	60	4	shelves	shelf	NOUN
gs-4319	60	5	,	,	PUNCT
gs-4319	60	6	automatically	automatically	ADV
gs-4319	60	7	detecting	detect	VERB
gs-4319	60	8	missing	miss	VERB
gs-4319	60	9	,	,	PUNCT
gs-4319	60	10	incorrectly	incorrectly	ADV
gs-4319	60	11	placed	place	VERB
gs-4319	60	12	or	or	CCONJ
gs-4319	60	13	expired	expire	VERB
gs-4319	60	14	products	product	NOUN
gs-4319	60	15	.	.	PUNCT
gs-4319	61	1	this	this	PRON
gs-4319	61	2	allows	allow	VERB
gs-4319	61	3	for	for	ADP
gs-4319	61	4	rapid	rapid	ADJ
gs-4319	61	5	stock	stock	NOUN
gs-4319	61	6	renewal	renewal	NOUN
gs-4319	61	7	and	and	CCONJ
gs-4319	61	8	improved	improve	VERB
gs-4319	61	9	customer	customer	NOUN
gs-4319	61	10	service	service	NOUN
gs-4319	62	1	[	[	X
gs-4319	62	2	24	24	NUM
gs-4319	62	3	29	29	NUM
gs-4319	62	4	]	]	PUNCT
gs-4319	62	5	.	.	PUNCT
gs-4319	63	1	georgian	georgian	PROPN
gs-4319	63	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-4319	63	3	მეცნიერები	მეცნიერები	NOUN
gs-4319	63	4	ტ.	ტ.	VERB
gs-4319	63	5	7	7	NUM
gs-4319	63	6	n	n	DET
gs-4319	63	7	4	4	NUM
gs-4319	63	8	,	,	PUNCT
gs-4319	63	9	2025	2025	NUM
gs-4319	63	10	330	330	NUM
gs-4319	63	11	conclusions	conclusion	NOUN
gs-4319	63	12	using	use	VERB
gs-4319	63	13	ai	ai	VERB
gs-4319	63	14	to	to	PART
gs-4319	63	15	improve	improve	VERB
gs-4319	63	16	supply	supply	NOUN
gs-4319	63	17	chain	chain	NOUN
gs-4319	63	18	and	and	CCONJ
gs-4319	63	19	logistics	logistic	NOUN
gs-4319	63	20	operations	operation	NOUN
gs-4319	63	21	is	be	AUX
gs-4319	63	22	an	an	DET
gs-4319	63	23	innovative	innovative	ADJ
gs-4319	63	24	step	step	NOUN
gs-4319	63	25	for	for	ADP
gs-4319	63	26	companies	company	NOUN
gs-4319	63	27	operating	operate	VERB
gs-4319	63	28	in	in	ADP
gs-4319	63	29	this	this	DET
gs-4319	63	30	sector	sector	NOUN
gs-4319	63	31	.	.	PUNCT
gs-4319	64	1	artificial	artificial	ADJ
gs-4319	64	2	intelligence	intelligence	NOUN
gs-4319	64	3	can	can	AUX
gs-4319	64	4	speed	speed	VERB
gs-4319	64	5	up	up	ADP
gs-4319	64	6	and	and	CCONJ
gs-4319	64	7	simplify	simplify	VERB
gs-4319	64	8	many	many	ADJ
gs-4319	64	9	important	important	ADJ
gs-4319	64	10	processes	process	NOUN
gs-4319	64	11	,	,	PUNCT
gs-4319	64	12	including	include	VERB
gs-4319	64	13	:	:	PUNCT
gs-4319	64	14	automating	automate	VERB
gs-4319	64	15	routine	routine	ADJ
gs-4319	64	16	processes	process	NOUN
gs-4319	64	17	that	that	PRON
gs-4319	64	18	would	would	AUX
gs-4319	64	19	take	take	VERB
gs-4319	64	20	a	a	DET
gs-4319	64	21	long	long	ADJ
gs-4319	64	22	time	time	NOUN
gs-4319	64	23	to	to	PART
gs-4319	64	24	complete	complete	VERB
gs-4319	64	25	manually	manually	ADV
gs-4319	64	26	;	;	PUNCT
gs-4319	64	27	improving	improve	VERB
gs-4319	64	28	operational	operational	ADJ
gs-4319	64	29	efficiency	efficiency	NOUN
gs-4319	64	30	,	,	PUNCT
gs-4319	64	31	accuracy	accuracy	NOUN
gs-4319	64	32	and	and	CCONJ
gs-4319	64	33	minimizing	minimize	VERB
gs-4319	64	34	human	human	ADJ
gs-4319	64	35	error	error	NOUN
gs-4319	64	36	.	.	PUNCT
gs-4319	65	1	as	as	ADP
gs-4319	65	2	a	a	DET
gs-4319	65	3	result	result	NOUN
gs-4319	65	4	,	,	PUNCT
gs-4319	65	5	the	the	DET
gs-4319	65	6	use	use	NOUN
gs-4319	65	7	of	of	ADP
gs-4319	65	8	artificial	artificial	ADJ
gs-4319	65	9	intelligence	intelligence	NOUN
gs-4319	65	10	in	in	ADP
gs-4319	65	11	logistics	logistic	NOUN
gs-4319	65	12	reduces	reduce	VERB
gs-4319	65	13	costs	cost	NOUN
gs-4319	65	14	and	and	CCONJ
gs-4319	65	15	increases	increase	VERB
gs-4319	65	16	the	the	DET
gs-4319	65	17	number	number	NOUN
gs-4319	65	18	of	of	ADP
gs-4319	65	19	satisfied	satisfied	ADJ
gs-4319	65	20	customers	customer	NOUN
gs-4319	65	21	.	.	PUNCT
gs-4319	66	1	the	the	DET
gs-4319	66	2	application	application	NOUN
gs-4319	66	3	of	of	ADP
gs-4319	66	4	ai	ai	NOUN
gs-4319	66	5	in	in	ADP
gs-4319	66	6	logistics	logistic	NOUN
gs-4319	66	7	and	and	CCONJ
gs-4319	66	8	supply	supply	NOUN
gs-4319	66	9	chain	chain	NOUN
gs-4319	66	10	management	management	NOUN
gs-4319	66	11	is	be	AUX
gs-4319	66	12	opening	open	VERB
gs-4319	66	13	up	up	ADP
gs-4319	66	14	new	new	ADJ
gs-4319	66	15	opportunities	opportunity	NOUN
gs-4319	66	16	to	to	PART
gs-4319	66	17	create	create	VERB
gs-4319	66	18	more	more	ADV
gs-4319	66	19	efficient	efficient	ADJ
gs-4319	66	20	,	,	PUNCT
gs-4319	66	21	cost	cost	NOUN
gs-4319	66	22	-	-	PUNCT
gs-4319	66	23	effective	effective	ADJ
gs-4319	66	24	and	and	CCONJ
gs-4319	66	25	environmentally	environmentally	ADV
gs-4319	66	26	sustainable	sustainable	ADJ
gs-4319	66	27	systems	system	NOUN
gs-4319	66	28	.	.	PUNCT
gs-4319	67	1	from	from	ADP
gs-4319	67	2	warehouse	warehouse	NOUN
gs-4319	67	3	automation	automation	NOUN
gs-4319	67	4	to	to	ADP
gs-4319	67	5	delivery	delivery	NOUN
gs-4319	67	6	optimization	optimization	NOUN
gs-4319	67	7	,	,	PUNCT
gs-4319	67	8	ai	ai	AUX
gs-4319	67	9	not	not	PART
gs-4319	67	10	only	only	ADV
gs-4319	67	11	improves	improve	VERB
gs-4319	67	12	efficiency	efficiency	NOUN
gs-4319	67	13	but	but	CCONJ
gs-4319	67	14	also	also	ADV
gs-4319	67	15	contributes	contribute	VERB
gs-4319	67	16	to	to	ADP
gs-4319	67	17	more	more	ADV
gs-4319	67	18	sustainable	sustainable	ADJ
gs-4319	67	19	development	development	NOUN
gs-4319	67	20	.	.	PUNCT
gs-4319	68	1	references	reference	NOUN
gs-4319	68	2	:	:	PUNCT
gs-4319	68	3	1	1	X
gs-4319	68	4	.	.	X
gs-4319	68	5	e.	e.	PROPN
gs-4319	68	6	gogilidze	gogilidze	PROPN
gs-4319	68	7	,	,	PUNCT
gs-4319	68	8	n.	n.	PROPN
gs-4319	68	9	gogilidze	gogilidze	PROPN
gs-4319	68	10	,	,	PUNCT
gs-4319	68	11	“	"	PUNCT
gs-4319	68	12	intelligent	intelligent	ADJ
gs-4319	68	13	transport	transport	NOUN
gs-4319	68	14	systems	system	NOUN
gs-4319	68	15	in	in	ADP
gs-4319	68	16	the	the	DET
gs-4319	68	17	xxi	xxi	ADJ
gs-4319	68	18	century	century	NOUN
gs-4319	68	19	”	"	PUNCT
gs-4319	68	20	.	.	PUNCT
gs-4319	69	1	https://journals.4science.ge/index.php/gs/article/view/2678	https://journals.4science.ge/index.php/gs/article/view/2678	NOUN
gs-4319	69	2	.	.	NOUN
gs-4319	69	3	2	2	X
gs-4319	69	4	.	.	X
gs-4319	69	5	e.	e.	PROPN
gs-4319	69	6	gogilidze	gogilidze	PROPN
gs-4319	69	7	,	,	PUNCT
gs-4319	69	8	n.	n.	PROPN
gs-4319	69	9	gogilidze	gogilidze	PROPN
gs-4319	69	10	,	,	PUNCT
gs-4319	69	11	"	"	PUNCT
gs-4319	69	12	the	the	DET
gs-4319	69	13	impact	impact	NOUN
gs-4319	69	14	of	of	ADP
gs-4319	69	15	modern	modern	ADJ
gs-4319	69	16	information	information	NOUN
gs-4319	69	17	and	and	CCONJ
gs-4319	69	18	communication	communication	NOUN
gs-4319	69	19	technologies	technology	NOUN
gs-4319	69	20	on	on	ADP
gs-4319	69	21	the	the	DET
gs-4319	69	22	formation	formation	NOUN
gs-4319	69	23	of	of	ADP
gs-4319	69	24	society	society	NOUN
gs-4319	69	25	"	"	PUNCT
gs-4319	69	26	.	.	PUNCT
gs-4319	70	1	international	international	ADJ
gs-4319	70	2	scientific	scientific	ADJ
gs-4319	70	3	-	-	PUNCT
gs-4319	70	4	practical	practical	ADJ
gs-4319	70	5	conference	conference	NOUN
gs-4319	70	6	:	:	PUNCT
gs-4319	70	7	„	„	PUNCT
gs-4319	70	8	modern	modern	ADJ
gs-4319	70	9	challenges	challenge	NOUN
gs-4319	70	10	and	and	CCONJ
gs-4319	70	11	achievements	achievement	NOUN
gs-4319	70	12	in	in	ADP
gs-4319	70	13	information	information	NOUN
gs-4319	70	14	and	and	CCONJ
gs-4319	70	15	communication	communication	NOUN
gs-4319	70	16	technologies	technology	NOUN
gs-4319	70	17	“	"	PUNCT
gs-4319	70	18	,	,	PUNCT
gs-4319	70	19	2023	2023	NUM
gs-4319	70	20	,	,	PUNCT
gs-4319	70	21	pp	pp	ADJ
gs-4319	70	22	.	.	PUNCT
gs-4319	71	1	365	365	NUM
gs-4319	71	2	-	-	SYM
gs-4319	71	3	375	375	NUM
gs-4319	71	4	.	.	PUNCT
gs-4319	72	1	3	3	X
gs-4319	72	2	.	.	X
gs-4319	72	3	e.	e.	PROPN
gs-4319	72	4	gogilidze	gogilidze	PROPN
gs-4319	72	5	,	,	PUNCT
gs-4319	72	6	"	"	PUNCT
gs-4319	72	7	wireless	wireless	ADJ
gs-4319	72	8	data	data	NOUN
gs-4319	72	9	transmission	transmission	NOUN
gs-4319	72	10	technologies	technology	NOUN
gs-4319	72	11	and	and	CCONJ
gs-4319	72	12	their	their	PRON
gs-4319	72	13	importance	importance	NOUN
gs-4319	72	14	"	"	PUNCT
gs-4319	72	15	.	.	PUNCT
gs-4319	73	1	"	"	PUNCT
gs-4319	73	2	automated	automate	VERB
gs-4319	73	3	systems	system	NOUN
gs-4319	73	4	of	of	ADP
gs-4319	73	5	labor	labor	NOUN
gs-4319	73	6	management	management	NOUN
gs-4319	73	7	"	"	PUNCT
gs-4319	73	8	.	.	PUNCT
gs-4319	74	1	2017	2017	NUM
gs-4319	74	2	no	no	NOUN
gs-4319	74	3	.	.	NOUN
gs-4319	74	4	1	1	NUM
gs-4319	74	5	(	(	PUNCT
gs-4319	74	6	23	23	NUM
gs-4319	74	7	)	)	PUNCT
gs-4319	74	8	.	.	PUNCT
gs-4319	75	1	p.	p.	NOUN
gs-4319	75	2	84	84	NUM
gs-4319	75	3	-	-	SYM
gs-4319	75	4	92	92	NUM
gs-4319	75	5	.	.	PUNCT
gs-4319	76	1	4	4	X
gs-4319	76	2	.	.	X
gs-4319	76	3	e.	e.	PROPN
gs-4319	76	4	gogilidze	gogilidze	PROPN
gs-4319	76	5	,	,	PUNCT
gs-4319	76	6	“	"	PUNCT
gs-4319	76	7	embedded	embed	VERB
gs-4319	76	8	systems	system	NOUN
gs-4319	76	9	and	and	CCONJ
gs-4319	76	10	xxi	xxi	ADJ
gs-4319	76	11	century	century	NOUN
gs-4319	76	12	”	"	PUNCT
gs-4319	76	13	.	.	PUNCT
gs-4319	77	1	set	set	VERB
gs-4319	77	2	of	of	ADP
gs-4319	77	3	scientific	scientific	ADJ
gs-4319	77	4	researches	research	NOUN
gs-4319	77	5	of	of	ADP
gs-4319	77	6	ii	ii	PROPN
gs-4319	77	7	international	international	ADJ
gs-4319	77	8	scientific	scientific	ADJ
gs-4319	77	9	and	and	CCONJ
gs-4319	77	10	technical	technical	ADJ
gs-4319	77	11	conference	conference	NOUN
gs-4319	77	12	"	"	PUNCT
gs-4319	77	13	modern	modern	ADJ
gs-4319	77	14	problems	problem	NOUN
gs-4319	77	15	of	of	ADP
gs-4319	77	16	power	power	NOUN
gs-4319	77	17	engineering	engineering	NOUN
gs-4319	77	18	and	and	CCONJ
gs-4319	77	19	ways	way	NOUN
gs-4319	77	20	of	of	ADP
gs-4319	77	21	solving	solve	VERB
gs-4319	77	22	them	they	PRON
gs-4319	77	23	"	"	PUNCT
gs-4319	77	24	,	,	PUNCT
gs-4319	77	25	2020	2020	NUM
gs-4319	77	26	,	,	PUNCT
gs-4319	77	27	pp.205	pp.205	NOUN
gs-4319	77	28	-	-	PUNCT
gs-4319	77	29	210	210	NUM
gs-4319	77	30	.	.	PUNCT
gs-4319	78	1	5	5	NUM
gs-4319	78	2	.	.	X
gs-4319	78	3	apt	apt	ADJ
gs-4319	78	4	asia	asia	PROPN
gs-4319	78	5	-	-	PUNCT
gs-4319	78	6	pacific	pacific	ADJ
gs-4319	78	7	summit	summit	NOUN
gs-4319	78	8	on	on	ADP
gs-4319	78	9	the	the	DET
gs-4319	78	10	information	information	NOUN
gs-4319	78	11	society	society	NOUN
gs-4319	78	12	:	:	PUNCT
gs-4319	78	13	31	31	NUM
gs-4319	78	14	oct-2	oct-2	NUM
gs-4319	78	15	nov	nov	PROPN
gs-4319	78	16	2000	2000	NUM
gs-4319	78	17	,	,	PUNCT
gs-4319	78	18	tokyo	tokyo	PROPN
gs-4319	78	19	declaration	declaration	NOUN
gs-4319	78	20	]	]	PUNCT
gs-4319	78	21	.	.	PUNCT
gs-4319	79	1	6	6	X
gs-4319	79	2	.	.	X
gs-4319	79	3	doborjginidze	doborjginidze	PROPN
gs-4319	79	4	,	,	PUNCT
gs-4319	79	5	g.	g.	PROPN
gs-4319	79	6	,	,	PUNCT
gs-4319	79	7	and	and	CCONJ
gs-4319	79	8	petriashvili	petriashvili	NOUN
gs-4319	79	9	,	,	PUNCT
gs-4319	79	10	l.	l.	PROPN
gs-4319	79	11	(	(	PUNCT
gs-4319	79	12	2020	2020	NUM
gs-4319	79	13	)	)	PUNCT
gs-4319	79	14	.	.	PUNCT
gs-4319	80	1	“	"	PUNCT
gs-4319	80	2	improving	improve	VERB
gs-4319	80	3	efficiency	efficiency	NOUN
gs-4319	80	4	of	of	ADP
gs-4319	80	5	inventory	inventory	NOUN
gs-4319	80	6	identification	identification	NOUN
gs-4319	80	7	system	system	NOUN
gs-4319	80	8	.	.	PUNCT
gs-4319	80	9	”	"	PUNCT
gs-4319	81	1	european	european	PROPN
gs-4319	81	2	science	science	PROPN
gs-4319	81	3	review	review	PROPN
gs-4319	81	4	(	(	PUNCT
gs-4319	81	5	1	1	NUM
gs-4319	81	6	-	-	SYM
gs-4319	81	7	2	2	NUM
gs-4319	81	8	)	)	PUNCT
gs-4319	81	9	84	84	NUM
gs-4319	81	10	-	-	SYM
gs-4319	81	11	88	88	NUM
gs-4319	81	12	,	,	PUNCT
gs-4319	81	13	doi	doi	NOUN
gs-4319	81	14	:	:	PUNCT
gs-4319	81	15	https://doi.org/10.29013/esr-20-1.2-84-88	https://doi.org/10.29013/esr-20-1.2-84-88	PROPN
gs-4319	81	16	.	.	PUNCT
gs-4319	82	1	7	7	X
gs-4319	82	2	.	.	X
gs-4319	82	3	doborjginidze	doborjginidze	PROPN
gs-4319	82	4	,	,	PUNCT
gs-4319	82	5	g.	g.	PROPN
gs-4319	82	6	,	,	PUNCT
gs-4319	82	7	petriashvili	petriashvili	NOUN
gs-4319	82	8	,	,	PUNCT
gs-4319	82	9	l.	l.	PROPN
gs-4319	82	10	,	,	PUNCT
gs-4319	82	11	and	and	CCONJ
gs-4319	82	12	inaishvili	inaishvili	NOUN
gs-4319	82	13	,	,	PUNCT
gs-4319	82	14	m.	m.	NOUN
gs-4319	82	15	(	(	PUNCT
gs-4319	82	16	2020	2020	NUM
gs-4319	82	17	)	)	PUNCT
gs-4319	82	18	.	.	PUNCT
gs-4319	83	1	“	"	PUNCT
gs-4319	83	2	improve	improve	VERB
gs-4319	83	3	efficiency	efficiency	NOUN
gs-4319	83	4	and	and	CCONJ
gs-4319	83	5	reliability	reliability	NOUN
gs-4319	83	6	of	of	ADP
gs-4319	83	7	supply	supply	NOUN
gs-4319	83	8	chains	chain	NOUN
gs-4319	83	9	using	use	VERB
gs-4319	83	10	smart	smart	ADJ
gs-4319	83	11	contracts	contract	NOUN
gs-4319	83	12	.	.	PUNCT
gs-4319	83	13	”	"	PUNCT
gs-4319	84	1	international	international	PROPN
gs-4319	84	2	academy	academy	PROPN
gs-4319	84	3	journal	journal	PROPN
gs-4319	84	4	web	web	NOUN
gs-4319	84	5	of	of	ADP
gs-4319	84	6	scholar	scholar	NOUN
gs-4319	84	7	https://doi.org/10.31435/rsglobal_wos/30122020/7261	https://doi.org/10.31435/rsglobal_wos/30122020/7261	NOUN
gs-4319	84	8	8	8	NUM
gs-4319	84	9	.	.	PUNCT
gs-4319	84	10	https://theconversation.com/internetization-a-new-word-for-our-global-economy88013	https://theconversation.com/internetization-a-new-word-for-our-global-economy88013	X
gs-4319	84	11	.	.	PUNCT
gs-4319	85	1	9	9	X
gs-4319	85	2	.	.	X
gs-4319	85	3	conference	conference	NOUN
gs-4319	85	4	.	.	PUNCT
gs-4319	86	1	(	(	PUNCT
gs-4319	86	2	st	st	PROPN
gs-4319	86	3	.	.	PROPN
gs-4319	86	4	petersburg	petersburg	PROPN
gs-4319	86	5	,	,	PUNCT
gs-4319	86	6	february	february	PROPN
gs-4319	86	7	26	26	NUM
gs-4319	86	8	,	,	PUNCT
gs-4319	86	9	2019	2019	NUM
gs-4319	86	10	)	)	PUNCT
gs-4319	86	11	.	.	PUNCT
gs-4319	87	1	st	st	PROPN
gs-4319	87	2	.	.	PROPN
gs-4319	87	3	petersburg	petersburg	PROPN
gs-4319	87	4	,	,	PUNCT
gs-4319	87	5	2019	2019	NUM
gs-4319	87	6	.	.	PUNCT
gs-4319	88	1	с	с	PROPN
gs-4319	88	2	.	.	PROPN
gs-4319	88	3	124	124	NUM
gs-4319	88	4	-	-	SYM
gs-4319	88	5	128	128	NUM
gs-4319	88	6	.	.	PUNCT
gs-4319	88	7	10	10	NUM
gs-4319	88	8	.	.	PUNCT
gs-4319	89	1	doborjginidze	doborjginidze	PROPN
gs-4319	89	2	,	,	PUNCT
gs-4319	89	3	g.	g.	PROPN
gs-4319	89	4	,	,	PUNCT
gs-4319	89	5	petriashvili	petriashvili	PROPN
gs-4319	89	6	,	,	PUNCT
gs-4319	89	7	l.	l.	PROPN
gs-4319	89	8	,	,	PUNCT
gs-4319	89	9	&	&	CCONJ
gs-4319	89	10	inaishvili	inaishvili	NOUN
gs-4319	89	11	,	,	PUNCT
gs-4319	89	12	m.	m.	NOUN
gs-4319	89	13	(	(	PUNCT
gs-4319	89	14	2021	2021	NUM
gs-4319	89	15	)	)	PUNCT
gs-4319	89	16	.	.	PUNCT
gs-4319	90	1	optimization	optimization	NOUN
gs-4319	90	2	of	of	ADP
gs-4319	90	3	inventory	inventory	NOUN
gs-4319	90	4	management	management	NOUN
gs-4319	90	5	in	in	ADP
gs-4319	90	6	the	the	DET
gs-4319	90	7	supply	supply	NOUN
gs-4319	90	8	chain	chain	NOUN
gs-4319	90	9	.	.	PUNCT
gs-4319	91	1	journal	journal	NOUN
gs-4319	91	2	of	of	ADP
gs-4319	91	3	communication	communication	NOUN
gs-4319	91	4	and	and	CCONJ
gs-4319	91	5	georgian	georgian	ADJ
gs-4319	91	6	scientists/ქართველი	scientists/ქართველი	NOUN
gs-4319	91	7	მეცნიერები	მეცნიერები	NOUN
gs-4319	91	8	ტ.	ტ.	VERB
gs-4319	91	9	7	7	NUM
gs-4319	91	10	n	n	PRON
gs-4319	91	11	4	4	NUM
gs-4319	91	12	,	,	PUNCT
gs-4319	91	13	2025	2025	NUM
gs-4319	91	14	331	331	NUM
gs-4319	91	15	computer	computer	NOUN
gs-4319	91	16	,	,	PUNCT
gs-4319	91	17	16	16	NUM
gs-4319	91	18	,	,	PUNCT
gs-4319	91	19	1	1	NUM
gs-4319	91	20	-	-	SYM
gs-4319	91	21	5	5	NUM
gs-4319	91	22	.	.	PUNCT
gs-4319	91	23	https://doi.org/10.17265/1548-7709/2021.01.001	https://doi.org/10.17265/1548-7709/2021.01.001	NOUN
gs-4319	91	24	11	11	NUM
gs-4319	91	25	.	.	PUNCT
gs-4319	92	1	petriashvili	petriashvili	PROPN
gs-4319	92	2	,	,	PUNCT
gs-4319	92	3	l.	l.	PROPN
gs-4319	92	4	.	.	PUNCT
gs-4319	92	5	,	,	PUNCT
gs-4319	92	6	kaishauri	kaishauri	PROPN
gs-4319	92	7	,	,	PUNCT
gs-4319	92	8	t.	t.	PROPN
gs-4319	92	9	.	.	PUNCT
gs-4319	92	10	,	,	PUNCT
gs-4319	92	11	&	&	CCONJ
gs-4319	92	12	otkhozoria	otkhozoria	PROPN
gs-4319	92	13	,	,	PUNCT
gs-4319	92	14	n.	n.	NOUN
gs-4319	92	15	.	.	PUNCT
gs-4319	93	1	(	(	PUNCT
gs-4319	93	2	2024	2024	NUM
gs-4319	93	3	)	)	PUNCT
gs-4319	93	4	.	.	PUNCT
gs-4319	94	1	artificial	artificial	ADJ
gs-4319	94	2	intelligence	intelligence	NOUN
gs-4319	94	3	for	for	ADP
gs-4319	94	4	decision	decision	NOUN
gs-4319	94	5	making	making	NOUN
gs-4319	94	6	in	in	ADP
gs-4319	94	7	the	the	DET
gs-4319	94	8	supply	supply	NOUN
gs-4319	94	9	chain	chain	NOUN
gs-4319	94	10	.	.	PUNCT
gs-4319	95	1	journal	journal	PROPN
gs-4319	95	2	of	of	ADP
gs-4319	95	3	technical	technical	ADJ
gs-4319	95	4	science	science	NOUN
gs-4319	95	5	and	and	CCONJ
gs-4319	95	6	technologies	technology	NOUN
gs-4319	95	7	,	,	PUNCT
gs-4319	95	8	8(1	8(1	NOUN
gs-4319	95	9	)	)	PUNCT
gs-4319	95	10	,	,	PUNCT
gs-4319	95	11	30–34	30–34	NUM
gs-4319	95	12	.	.	PUNCT
gs-4319	96	1	https://doi.org/10.31578/jtst.v8i1.152	https://doi.org/10.31578/jtst.v8i1.152	PROPN
gs-4319	96	2	12	12	NUM
gs-4319	96	3	.	.	PUNCT
gs-4319	97	1	petriashvili	petriashvili	PROPN
gs-4319	97	2	,	,	PUNCT
gs-4319	97	3	l.	l.	PROPN
gs-4319	97	4	,	,	PUNCT
gs-4319	97	5	&	&	CCONJ
gs-4319	97	6	khomeriki	khomeriki	PROPN
gs-4319	97	7	,	,	PUNCT
gs-4319	97	8	i.	i.	PROPN
gs-4319	97	9	(	(	PUNCT
gs-4319	97	10	2024	2024	NUM
gs-4319	97	11	)	)	PUNCT
gs-4319	97	12	.	.	PUNCT
gs-4319	98	1	the	the	DET
gs-4319	98	2	impact	impact	NOUN
gs-4319	98	3	of	of	ADP
gs-4319	98	4	artificial	artificial	ADJ
gs-4319	98	5	intelligence	intelligence	NOUN
gs-4319	98	6	in	in	ADP
gs-4319	98	7	the	the	DET
gs-4319	98	8	business	business	NOUN
gs-4319	98	9	process	process	NOUN
gs-4319	98	10	in	in	ADP
gs-4319	98	11	the	the	DET
gs-4319	98	12	phase	phase	NOUN
gs-4319	98	13	of	of	ADP
gs-4319	98	14	data	datum	NOUN
gs-4319	98	15	analytics	analytic	NOUN
gs-4319	98	16	georgian	georgian	PROPN
gs-4319	98	17	technical	technical	PROPN
gs-4319	98	18	university	university	PROPN
gs-4319	98	19	.	.	PUNCT
gs-4319	99	1	georgian	georgian	PROPN
gs-4319	99	2	scientists	scientist	NOUN
gs-4319	99	3	,	,	PUNCT
gs-4319	99	4	6(1	6(1	NUM
gs-4319	99	5	)	)	PUNCT
gs-4319	99	6	.	.	PUNCT
gs-4319	100	1	https://doi.org/10.52340/gs.2024.06.01.07	https://doi.org/10.52340/gs.2024.06.01.07	X
gs-4319	100	2	13	13	NUM
gs-4319	100	3	.	.	PUNCT
gs-4319	101	1	doborjginidze	doborjginidze	PROPN
gs-4319	101	2	,	,	PUNCT
gs-4319	101	3	g.	g.	PROPN
gs-4319	101	4	,	,	PUNCT
gs-4319	101	5	and	and	CCONJ
gs-4319	101	6	petriashvili	petriashvili	NOUN
gs-4319	101	7	,	,	PUNCT
gs-4319	101	8	l.	l.	PROPN
gs-4319	101	9	(	(	PUNCT
gs-4319	101	10	2020	2020	NUM
gs-4319	101	11	)	)	PUNCT
gs-4319	101	12	.	.	PUNCT
gs-4319	102	1	“	"	PUNCT
gs-4319	102	2	improving	improve	VERB
gs-4319	102	3	efficiency	efficiency	NOUN
gs-4319	102	4	of	of	ADP
gs-4319	102	5	inventory	inventory	NOUN
gs-4319	102	6	identification	identification	NOUN
gs-4319	102	7	system	system	NOUN
gs-4319	102	8	.	.	PUNCT
gs-4319	102	9	”	"	PUNCT
gs-4319	103	1	european	european	PROPN
gs-4319	103	2	science	science	PROPN
gs-4319	103	3	review	review	PROPN
gs-4319	103	4	(	(	PUNCT
gs-4319	103	5	1	1	NUM
gs-4319	103	6	-	-	SYM
gs-4319	103	7	2	2	NUM
gs-4319	103	8	)	)	PUNCT
gs-4319	103	9	84	84	NUM
gs-4319	103	10	-	-	SYM
gs-4319	103	11	88	88	NUM
gs-4319	103	12	,	,	PUNCT
gs-4319	103	13	doi	doi	NOUN
gs-4319	103	14	:	:	PUNCT
gs-4319	103	15	https://doi.org/10.29013/esr-20-1.2-84-88	https://doi.org/10.29013/esr-20-1.2-84-88	PROPN
gs-4319	103	16	.	.	PUNCT
gs-4319	104	1	14	14	NUM
gs-4319	104	2	.	.	PUNCT
gs-4319	105	1	nobach	nobach	PROPN
gs-4319	105	2	,	,	PUNCT
gs-4319	105	3	k.	k.	PROPN
gs-4319	105	4	,	,	PUNCT
gs-4319	105	5	&	&	CCONJ
gs-4319	105	6	petriashvili	petriashvili	PROPN
gs-4319	105	7	,	,	PUNCT
gs-4319	105	8	l.	l.	PROPN
gs-4319	105	9	(	(	PUNCT
gs-4319	105	10	2025	2025	NUM
gs-4319	105	11	)	)	PUNCT
gs-4319	105	12	.	.	PUNCT
gs-4319	106	1	impact	impact	NOUN
gs-4319	106	2	of	of	ADP
gs-4319	106	3	artificial	artificial	ADJ
gs-4319	106	4	intelligence	intelligence	NOUN
gs-4319	106	5	on	on	ADP
gs-4319	106	6	management	management	NOUN
gs-4319	106	7	control	control	NOUN
gs-4319	106	8	processes	process	NOUN
gs-4319	106	9	.	.	PUNCT
gs-4319	107	1	engineering	engineering	NOUN
gs-4319	107	2	innovations	innovation	NOUN
gs-4319	107	3	.	.	PUNCT
gs-4319	108	1	https://doi.org/10.4028/pjcv2a8	https://doi.org/10.4028/pjcv2a8	ADV
gs-4319	108	2	15	15	NUM
gs-4319	108	3	.	.	PUNCT
gs-4319	109	1	doborjginidze	doborjginidze	PROPN
gs-4319	109	2	,	,	PUNCT
gs-4319	109	3	g.	g.	PROPN
gs-4319	109	4	,	,	PUNCT
gs-4319	109	5	petriashvili	petriashvili	NOUN
gs-4319	109	6	,	,	PUNCT
gs-4319	109	7	l.	l.	PROPN
gs-4319	109	8	,	,	PUNCT
gs-4319	109	9	and	and	CCONJ
gs-4319	109	10	inaishvili	inaishvili	NOUN
gs-4319	109	11	,	,	PUNCT
gs-4319	109	12	m.	m.	NOUN
gs-4319	109	13	(	(	PUNCT
gs-4319	109	14	2020	2020	NUM
gs-4319	109	15	)	)	PUNCT
gs-4319	109	16	.	.	PUNCT
gs-4319	110	1	“	"	PUNCT
gs-4319	110	2	improve	improve	VERB
gs-4319	110	3	efficiency	efficiency	NOUN
gs-4319	110	4	and	and	CCONJ
gs-4319	110	5	reliability	reliability	NOUN
gs-4319	110	6	of	of	ADP
gs-4319	110	7	supply	supply	NOUN
gs-4319	110	8	chains	chain	NOUN
gs-4319	110	9	using	use	VERB
gs-4319	110	10	smart	smart	ADJ
gs-4319	110	11	contracts	contract	NOUN
gs-4319	110	12	.	.	PUNCT
gs-4319	110	13	”	"	PUNCT
gs-4319	111	1	international	international	PROPN
gs-4319	111	2	academy	academy	PROPN
gs-4319	111	3	journal	journal	PROPN
gs-4319	111	4	web	web	NOUN
gs-4319	111	5	of	of	ADP
gs-4319	111	6	scholar	scholar	NOUN
gs-4319	111	7	https://doi.org/10.31435/rsglobal_wos/30122020/7261	https://doi.org/10.31435/rsglobal_wos/30122020/7261	NOUN
gs-4319	111	8	16	16	NUM
gs-4319	111	9	.	.	PUNCT
gs-4319	112	1	tamar	tamar	PROPN
gs-4319	112	2	bitchikashvili	bitchikashvili	PROPN
gs-4319	112	3	,	,	PUNCT
gs-4319	112	4	petriashvili	petriashvili	NOUN
gs-4319	112	5	,	,	PUNCT
gs-4319	112	6	l.	l.	PROPN
gs-4319	112	7	,	,	PUNCT
gs-4319	112	8	&	&	CCONJ
gs-4319	112	9	luka	luka	PROPN
gs-4319	112	10	kavtelishvili	kavtelishvili	PROPN
gs-4319	112	11	jang	jang	PROPN
gs-4319	112	12	.	.	PUNCT
gs-4319	113	1	(	(	PUNCT
gs-4319	113	2	2023	2023	NUM
gs-4319	113	3	)	)	PUNCT
gs-4319	113	4	.	.	PUNCT
gs-4319	114	1	digitalization	digitalization	NOUN
gs-4319	114	2	of	of	ADP
gs-4319	114	3	management	management	NOUN
gs-4319	114	4	of	of	ADP
gs-4319	114	5	a	a	DET
gs-4319	114	6	higher	high	ADJ
gs-4319	114	7	educational	educational	ADJ
gs-4319	114	8	institution	institution	NOUN
gs-4319	114	9	,	,	PUNCT
gs-4319	114	10	national	national	ADJ
gs-4319	114	11	and	and	CCONJ
gs-4319	114	12	international	international	ADJ
gs-4319	114	13	challenges	challenge	NOUN
gs-4319	114	14	and	and	CCONJ
gs-4319	114	15	ways	way	NOUN
gs-4319	114	16	of	of	ADP
gs-4319	114	17	solution	solution	NOUN
gs-4319	114	18	.	.	PUNCT
gs-4319	115	1	world	world	NOUN
gs-4319	115	2	science	science	PROPN
gs-4319	115	3	,	,	PUNCT
gs-4319	115	4	(	(	PUNCT
gs-4319	115	5	3(81	3(81	NUM
gs-4319	115	6	)	)	PUNCT
gs-4319	115	7	.	.	PUNCT
gs-4319	116	1	https://doi.org/10.31435/rsglobal_ws/30092023/8032	https://doi.org/10.31435/rsglobal_ws/30092023/8032	NOUN
gs-4319	117	1	17	17	NUM
gs-4319	117	2	.	.	PUNCT
gs-4319	118	1	giorgi	giorgi	NOUN
gs-4319	118	2	doborjginidze	doborjginidze	PROPN
gs-4319	118	3	,	,	PUNCT
gs-4319	118	4	lily	lily	ADJ
gs-4319	118	5	petriashvili	petriashvili	NOUN
gs-4319	118	6	,	,	PUNCT
gs-4319	118	7	&	&	CCONJ
gs-4319	118	8	mariam	mariam	PROPN
gs-4319	118	9	inaishvili	inaishvili	PROPN
gs-4319	118	10	.	.	PUNCT
gs-4319	119	1	(	(	PUNCT
gs-4319	119	2	2021	2021	NUM
gs-4319	119	3	)	)	PUNCT
gs-4319	119	4	.	.	PUNCT
gs-4319	120	1	optimization	optimization	NOUN
gs-4319	120	2	of	of	ADP
gs-4319	120	3	inventory	inventory	NOUN
gs-4319	120	4	management	management	NOUN
gs-4319	120	5	in	in	ADP
gs-4319	120	6	the	the	DET
gs-4319	120	7	supply	supply	NOUN
gs-4319	120	8	chain	chain	NOUN
gs-4319	120	9	.	.	PUNCT
gs-4319	121	1	journal	journal	NOUN
gs-4319	121	2	of	of	ADP
gs-4319	121	3	communication	communication	NOUN
gs-4319	121	4	and	and	CCONJ
gs-4319	121	5	computer	computer	NOUN
gs-4319	121	6	,	,	PUNCT
gs-4319	121	7	16(1	16(1	NUM
gs-4319	121	8	)	)	PUNCT
gs-4319	121	9	.	.	PUNCT
gs-4319	122	1	https://doi.org/10.17265/1548-7709/2021.01.001	https://doi.org/10.17265/1548-7709/2021.01.001	PROPN
gs-4319	122	2	18	18	NUM
gs-4319	122	3	.	.	PUNCT
gs-4319	123	1	petriashvili	petriashvili	PROPN
gs-4319	123	2	,	,	PUNCT
gs-4319	123	3	l.	l.	PROPN
gs-4319	123	4	,	,	PUNCT
gs-4319	123	5	modebadze	modebadze	PROPN
gs-4319	123	6	,	,	PUNCT
gs-4319	123	7	z.	z.	PROPN
gs-4319	123	8	,	,	PUNCT
gs-4319	123	9	lominadze	lominadze	PROPN
gs-4319	123	10	,	,	PUNCT
gs-4319	123	11	t.	t.	PROPN
gs-4319	123	12	,	,	PUNCT
gs-4319	123	13	kiknadze	kiknadze	PROPN
gs-4319	123	14	,	,	PUNCT
gs-4319	123	15	m.	m.	NOUN
gs-4319	123	16	,	,	PUNCT
gs-4319	123	17	otkhozoria	otkhozoria	NOUN
gs-4319	123	18	,	,	PUNCT
gs-4319	123	19	n.	n.	NOUN
gs-4319	123	20	,	,	PUNCT
gs-4319	123	21	&	&	CCONJ
gs-4319	123	22	zhvania	zhvania	PROPN
gs-4319	123	23	,	,	PUNCT
gs-4319	123	24	t.	t.	PROPN
gs-4319	123	25	(	(	PUNCT
gs-4319	123	26	2023	2023	NUM
gs-4319	123	27	,	,	PUNCT
gs-4319	123	28	august	august	PROPN
gs-4319	123	29	)	)	PUNCT
gs-4319	123	30	.	.	PUNCT
gs-4319	124	1	digitalization	digitalization	NOUN
gs-4319	124	2	of	of	ADP
gs-4319	124	3	railway	railway	NOUN
gs-4319	124	4	transportation	transportation	NOUN
gs-4319	124	5	as	as	ADP
gs-4319	124	6	a	a	DET
gs-4319	124	7	factor	factor	NOUN
gs-4319	124	8	for	for	ADP
gs-4319	124	9	improving	improve	VERB
gs-4319	124	10	the	the	DET
gs-4319	124	11	quality	quality	NOUN
gs-4319	124	12	of	of	ADP
gs-4319	124	13	the	the	DET
gs-4319	124	14	service	service	NOUN
gs-4319	124	15	.	.	PUNCT
gs-4319	125	1	in	in	ADP
gs-4319	125	2	2023	2023	NUM
gs-4319	125	3	international	international	ADJ
gs-4319	125	4	conference	conference	NOUN
gs-4319	125	5	on	on	ADP
gs-4319	125	6	applied	apply	VERB
gs-4319	125	7	mathematics	mathematics	PROPN
gs-4319	125	8	&	&	CCONJ
gs-4319	125	9	computer	computer	PROPN
gs-4319	125	10	science	science	NOUN
gs-4319	125	11	(	(	PUNCT
gs-4319	125	12	icamcs	icamcs	NOUN
gs-4319	125	13	)	)	PUNCT
gs-4319	125	14	(	(	PUNCT
gs-4319	125	15	pp	pp	X
gs-4319	125	16	.	.	PUNCT
gs-4319	126	1	150	150	NUM
gs-4319	126	2	-	-	SYM
gs-4319	126	3	153	153	NUM
gs-4319	126	4	)	)	PUNCT
gs-4319	126	5	.	.	PUNCT
gs-4319	127	1	ieee	ieee	PROPN
gs-4319	127	2	.	.	PUNCT
gs-4319	128	1	19	19	NUM
gs-4319	128	2	.	.	PUNCT
gs-4319	128	3	giorgi	giorgi	NOUN
gs-4319	128	4	doborjginidze	doborjginidze	PROPN
gs-4319	128	5	,	,	PUNCT
gs-4319	128	6	lily	lily	ADJ
gs-4319	128	7	petriashvili	petriashvili	NOUN
gs-4319	128	8	,	,	PUNCT
gs-4319	128	9	&	&	CCONJ
gs-4319	128	10	mariam	mariam	PROPN
gs-4319	128	11	inaishvili	inaishvili	PROPN
gs-4319	128	12	(	(	PUNCT
gs-4319	128	13	2020	2020	NUM
gs-4319	128	14	)	)	PUNCT
gs-4319	128	15	.	.	PUNCT
gs-4319	129	1	improve	improve	VERB
gs-4319	129	2	efficiency	efficiency	NOUN
gs-4319	129	3	and	and	CCONJ
gs-4319	129	4	reliability	reliability	NOUN
gs-4319	129	5	of	of	ADP
gs-4319	129	6	supply	supply	NOUN
gs-4319	129	7	chains	chain	NOUN
gs-4319	129	8	using	use	VERB
gs-4319	129	9	smart	smart	ADJ
gs-4319	129	10	contracts	contract	NOUN
gs-4319	129	11	.	.	PUNCT
gs-4319	130	1	international	international	PROPN
gs-4319	130	2	academy	academy	PROPN
gs-4319	130	3	journal	journal	PROPN
gs-4319	130	4	web	web	NOUN
gs-4319	130	5	of	of	ADP
gs-4319	130	6	scholar	scholar	NOUN
gs-4319	130	7	,	,	PUNCT
gs-4319	130	8	(	(	PUNCT
gs-4319	130	9	8	8	NUM
gs-4319	130	10	(	(	PUNCT
gs-4319	130	11	50	50	NUM
gs-4319	130	12	)	)	PUNCT
gs-4319	130	13	)	)	PUNCT
gs-4319	130	14	,	,	PUNCT
gs-4319	130	15	13	13	NUM
gs-4319	130	16	-	-	SYM
gs-4319	130	17	18	18	NUM
gs-4319	130	18	.	.	PUNCT
gs-4319	131	1	doi	doi	NOUN
gs-4319	131	2	:	:	PUNCT
gs-4319	131	3	https://doi.org/10.31435/rsglobal_wos/30122020/7261	https://doi.org/10.31435/rsglobal_wos/30122020/7261	NOUN
gs-4319	131	4	20	20	NUM
gs-4319	131	5	.	.	PUNCT
gs-4319	132	1	gogichaishvili	gogichaishvili	NOUN
gs-4319	132	2	,	,	PUNCT
gs-4319	132	3	g.	g.	PROPN
gs-4319	132	4	,	,	PUNCT
gs-4319	132	5	petriashvili	petriashvili	PROPN
gs-4319	132	6	,	,	PUNCT
gs-4319	132	7	l.	l.	PROPN
gs-4319	132	8	,	,	PUNCT
gs-4319	132	9	&	&	CCONJ
gs-4319	132	10	inaishvili	inaishvili	NOUN
gs-4319	132	11	,	,	PUNCT
gs-4319	132	12	m.	m.	NOUN
gs-4319	132	13	(	(	PUNCT
gs-4319	132	14	2022	2022	NUM
gs-4319	132	15	)	)	PUNCT
gs-4319	132	16	.	.	PUNCT
gs-4319	133	1	the	the	DET
gs-4319	133	2	algorithm	algorithm	NOUN
gs-4319	133	3	of	of	ADP
gs-4319	133	4	artificial	artificial	ADJ
gs-4319	133	5	intelligence	intelligence	NOUN
gs-4319	133	6	for	for	ADP
gs-4319	133	7	transportation	transportation	NOUN
gs-4319	133	8	of	of	ADP
gs-4319	133	9	perishable	perishable	ADJ
gs-4319	133	10	products	product	NOUN
gs-4319	133	11	.	.	PUNCT
gs-4319	134	1	bulletin	bulletin	NOUN
gs-4319	134	2	of	of	ADP
gs-4319	134	3	the	the	DET
gs-4319	134	4	georgian	georgian	PROPN
gs-4319	134	5	national	national	PROPN
gs-4319	134	6	academy	academy	PROPN
gs-4319	134	7	of	of	ADP
gs-4319	134	8	sciences	sciences	PROPN
gs-4319	134	9	,	,	PUNCT
gs-4319	134	10	16(4	16(4	NUM
gs-4319	134	11	)	)	PUNCT
gs-4319	134	12	,	,	PUNCT
gs-4319	134	13	27	27	NUM
gs-4319	134	14	-	-	SYM
gs-4319	134	15	32	32	NUM
gs-4319	134	16	.	.	PUNCT
gs-4319	135	1	21	21	NUM
gs-4319	135	2	.	.	PUNCT
gs-4319	136	1	petriashvili	petriashvili	PROPN
gs-4319	136	2	,	,	PUNCT
gs-4319	136	3	l.	l.	PROPN
gs-4319	136	4	,	,	PUNCT
gs-4319	136	5	kaishauri	kaishauri	PROPN
gs-4319	136	6	,	,	PUNCT
gs-4319	136	7	t.	t.	PROPN
gs-4319	136	8	,	,	PUNCT
gs-4319	136	9	&	&	CCONJ
gs-4319	136	10	otkhozoria	otkhozoria	PROPN
gs-4319	136	11	,	,	PUNCT
gs-4319	136	12	n.	n.	NOUN
gs-4319	136	13	(	(	PUNCT
gs-4319	136	14	2024	2024	NUM
gs-4319	136	15	)	)	PUNCT
gs-4319	136	16	.	.	PUNCT
gs-4319	137	1	artificial	artificial	ADJ
gs-4319	137	2	intelligence	intelligence	NOUN
gs-4319	137	3	for	for	ADP
gs-4319	137	4	decision	decision	NOUN
gs-4319	137	5	making	making	NOUN
gs-4319	137	6	in	in	ADP
gs-4319	137	7	the	the	DET
gs-4319	137	8	supply	supply	NOUN
gs-4319	137	9	chain	chain	NOUN
gs-4319	137	10	.	.	PUNCT
gs-4319	138	1	journal	journal	PROPN
gs-4319	138	2	of	of	ADP
gs-4319	138	3	technical	technical	ADJ
gs-4319	138	4	science	science	NOUN
gs-4319	138	5	and	and	CCONJ
gs-4319	138	6	technologies	technology	NOUN
gs-4319	138	7	,	,	PUNCT
gs-4319	138	8	8(1	8(1	NOUN
gs-4319	138	9	)	)	PUNCT
gs-4319	138	10	,	,	PUNCT
gs-4319	138	11	30–34	30–34	NUM
gs-4319	138	12	.	.	PUNCT
gs-4319	139	1	https://doi.org/10.31578/jtst.v8i1.152	https://doi.org/10.31578/jtst.v8i1.152	PROPN
gs-4319	139	2	22	22	NUM
gs-4319	139	3	.	.	PUNCT
gs-4319	140	1	giorgi	giorgi	NOUN
gs-4319	140	2	,	,	PUNCT
gs-4319	140	3	doborjginize	doborjginize	VERB
gs-4319	140	4	.	.	PUNCT
gs-4319	141	1	"	"	PUNCT
gs-4319	141	2	petriashvili	petriashvili	ADJ
gs-4319	141	3	lily	lily	NOUN
gs-4319	141	4	(	(	PUNCT
gs-4319	141	5	december	december	PROPN
gs-4319	141	6	16	16	NUM
gs-4319	141	7	-	-	SYM
gs-4319	141	8	18	18	NUM
gs-4319	141	9	,	,	PUNCT
gs-4319	141	10	2020	2020	NUM
gs-4319	141	11	)	)	PUNCT
gs-4319	141	12	implementing	implement	VERB
gs-4319	141	13	blockchain	blockchain	PROPN
gs-4319	141	14	in	in	ADP
gs-4319	141	15	supply	supply	NOUN
gs-4319	141	16	chain	chain	NOUN
gs-4319	141	17	management	management	NOUN
gs-4319	141	18	in	in	ADP
gs-4319	141	19	tallinn	tallinn	PROPN
gs-4319	141	20	.	.	PUNCT
gs-4319	142	1	23	23	NUM
gs-4319	142	2	.	.	PUNCT
gs-4319	143	1	l.	l.	PROPN
gs-4319	143	2	petriashvili	petriashvili	PROPN
gs-4319	143	3	,	,	PUNCT
gs-4319	143	4	z.	z.	PROPN
gs-4319	143	5	modebadze	modebadze	PROPN
gs-4319	143	6	,	,	PUNCT
gs-4319	143	7	t.	t.	PROPN
gs-4319	143	8	lominadze	lominadze	PROPN
gs-4319	143	9	,	,	PUNCT
gs-4319	143	10	m.	m.	NOUN
gs-4319	143	11	kiknadze	kiknadze	PROPN
gs-4319	143	12	,	,	PUNCT
gs-4319	143	13	n.	n.	PROPN
gs-4319	143	14	otkhozoria	otkhozoria	PROPN
gs-4319	143	15	and	and	CCONJ
gs-4319	143	16	t.	t.	NOUN
gs-4319	143	17	georgian	georgian	PROPN
gs-4319	143	18	scientists/ქართველი	scientists/ქართველი	PROPN
gs-4319	143	19	მეცნიერები	მეცნიერები	NOUN
gs-4319	143	20	ტ.	ტ.	VERB
gs-4319	143	21	7	7	NUM
gs-4319	143	22	n	n	DET
gs-4319	143	23	4	4	NUM
gs-4319	143	24	,	,	PUNCT
gs-4319	143	25	2025	2025	NUM
gs-4319	143	26	332	332	NUM
gs-4319	143	27	zhvania	zhvania	NOUN
gs-4319	143	28	,	,	PUNCT
gs-4319	143	29	"	"	PUNCT
gs-4319	143	30	digitalization	digitalization	NOUN
gs-4319	143	31	of	of	ADP
gs-4319	143	32	railway	railway	NOUN
gs-4319	143	33	transportation	transportation	NOUN
gs-4319	143	34	as	as	ADP
gs-4319	143	35	a	a	DET
gs-4319	143	36	factor	factor	NOUN
gs-4319	143	37	for	for	ADP
gs-4319	143	38	improving	improve	VERB
gs-4319	143	39	the	the	DET
gs-4319	143	40	quality	quality	NOUN
gs-4319	143	41	of	of	ADP
gs-4319	143	42	the	the	DET
gs-4319	143	43	service	service	NOUN
gs-4319	143	44	,	,	PUNCT
gs-4319	143	45	"	"	PUNCT
gs-4319	143	46	2023	2023	NUM
gs-4319	143	47	international	international	ADJ
gs-4319	143	48	conference	conference	NOUN
gs-4319	143	49	on	on	ADP
gs-4319	143	50	applied	apply	VERB
gs-4319	143	51	mathematics	mathematics	PROPN
gs-4319	143	52	&	&	CCONJ
gs-4319	143	53	computer	computer	PROPN
gs-4319	143	54	science	science	NOUN
gs-4319	143	55	(	(	PUNCT
gs-4319	143	56	icamcs	icamcs	NOUN
gs-4319	143	57	)	)	PUNCT
gs-4319	143	58	,	,	PUNCT
gs-4319	143	59	lefkada	lefkada	PROPN
gs-4319	143	60	island	island	PROPN
gs-4319	143	61	,	,	PUNCT
gs-4319	143	62	greece	greece	PROPN
gs-4319	143	63	,	,	PUNCT
gs-4319	143	64	2023	2023	NUM
gs-4319	143	65	,	,	PUNCT
gs-4319	143	66	pp	pp	ADJ
gs-4319	143	67	.	.	PUNCT
gs-4319	144	1	150	150	NUM
gs-4319	144	2	-	-	SYM
gs-4319	144	3	153	153	NUM
gs-4319	144	4	,	,	PUNCT
gs-4319	144	5	doi	doi	NOUN
gs-4319	144	6	:	:	PUNCT
gs-4319	144	7	10.1109	10.1109	NUM
gs-4319	144	8	/	/	SYM
gs-4319	144	9	icamcs59110.2023.00031	icamcs59110.2023.00031	PROPN
gs-4319	144	10	24	24	NUM
gs-4319	144	11	.	.	PUNCT
gs-4319	145	1	kiknadze	kiknadze	PROPN
gs-4319	145	2	,	,	PUNCT
gs-4319	145	3	m.	m.	NOUN
gs-4319	145	4	,	,	PUNCT
gs-4319	145	5	kapanadze	kapanadze	PROPN
gs-4319	145	6	,	,	PUNCT
gs-4319	145	7	d.	d.	PROPN
gs-4319	145	8	,	,	PUNCT
gs-4319	145	9	zhvania	zhvania	PROPN
gs-4319	145	10	,	,	PUNCT
gs-4319	145	11	t.	t.	PROPN
gs-4319	145	12	,	,	PUNCT
gs-4319	145	13	&	&	CCONJ
gs-4319	145	14	petriashvili	petriashvili	PROPN
gs-4319	145	15	,	,	PUNCT
gs-4319	145	16	l.	l.	PROPN
gs-4319	145	17	(	(	PUNCT
gs-4319	145	18	2022	2022	NUM
gs-4319	145	19	)	)	PUNCT
gs-4319	145	20	.	.	PUNCT
gs-4319	146	1	analysis	analysis	NOUN
gs-4319	146	2	of	of	ADP
gs-4319	146	3	factors	factor	NOUN
gs-4319	146	4	affecting	affect	VERB
gs-4319	146	5	on	on	ADP
gs-4319	146	6	e	e	NOUN
gs-4319	146	7	-	-	NOUN
gs-4319	146	8	governance	governance	NOUN
gs-4319	146	9	and	and	CCONJ
gs-4319	146	10	development	development	NOUN
gs-4319	146	11	of	of	ADP
gs-4319	146	12	a	a	DET
gs-4319	146	13	cognitive	cognitive	ADJ
gs-4319	146	14	model	model	NOUN
gs-4319	146	15	of	of	ADP
gs-4319	146	16	its	its	PRON
gs-4319	146	17	development	development	NOUN
gs-4319	146	18	.	.	PUNCT
gs-4319	147	1	journal	journal	PROPN
gs-4319	147	2	of	of	ADP
gs-4319	147	3	social	social	ADJ
gs-4319	147	4	studies	study	NOUN
gs-4319	147	5	,	,	PUNCT
gs-4319	147	6	9(3	9(3	NUM
gs-4319	147	7	)	)	PUNCT
gs-4319	147	8	,	,	PUNCT
gs-4319	147	9	126	126	NUM
gs-4319	147	10	-	-	SYM
gs-4319	147	11	133	133	NUM
gs-4319	147	12	.	.	PUNCT
gs-4319	148	1	https://doi.org/10.46361/2449-2604.9.3.2022.126-133	https://doi.org/10.46361/2449-2604.9.3.2022.126-133	PROPN
gs-4319	148	2	25	25	NUM
gs-4319	148	3	.	.	PUNCT
gs-4319	149	1	kiknadze	kiknadze	PROPN
gs-4319	149	2	,	,	PUNCT
gs-4319	149	3	m.	m.	NOUN
gs-4319	149	4	,	,	PUNCT
gs-4319	149	5	zhvania	zhvania	PROPN
gs-4319	149	6	,	,	PUNCT
gs-4319	149	7	t.	t.	PROPN
gs-4319	149	8	,	,	PUNCT
gs-4319	149	9	kapanadze	kapanadze	PROPN
gs-4319	149	10	,	,	PUNCT
gs-4319	149	11	d.	d.	PROPN
gs-4319	149	12	,	,	PUNCT
gs-4319	149	13	&	&	CCONJ
gs-4319	149	14	petriashvili	petriashvili	PROPN
gs-4319	149	15	,	,	PUNCT
gs-4319	149	16	l.	l.	PROPN
gs-4319	149	17	(	(	PUNCT
gs-4319	149	18	2023	2023	NUM
gs-4319	149	19	)	)	PUNCT
gs-4319	149	20	.	.	PUNCT
gs-4319	150	1	innovative	innovative	ADJ
gs-4319	150	2	model	model	NOUN
gs-4319	150	3	design	design	NOUN
gs-4319	150	4	for	for	ADP
gs-4319	150	5	the	the	DET
gs-4319	150	6	management	management	NOUN
gs-4319	150	7	of	of	ADP
gs-4319	150	8	regional	regional	ADJ
gs-4319	150	9	sustainable	sustainable	ADJ
gs-4319	150	10	development	development	NOUN
gs-4319	150	11	.	.	PUNCT
gs-4319	151	1	essays	essay	NOUN
gs-4319	151	2	on	on	ADP
gs-4319	151	3	economics	economics	PROPN
gs-4319	151	4	&	&	CCONJ
gs-4319	151	5	international	international	ADJ
gs-4319	151	6	relations	relation	NOUN
gs-4319	151	7	,	,	PUNCT
gs-4319	151	8	59	59	NUM
gs-4319	151	9	.	.	NOUN
gs-4319	151	10	26	26	NUM
gs-4319	151	11	.	.	PUNCT
gs-4319	152	1	transportation	transportation	NOUN
gs-4319	152	2	systems	system	NOUN
gs-4319	152	3	.	.	PUNCT
gs-4319	153	1	foreign	foreign	ADJ
gs-4319	153	2	experience	experience	NOUN
gs-4319	153	3	and	and	CCONJ
gs-4319	153	4	domestic	domestic	ADJ
gs-4319	153	5	practice	practice	NOUN
gs-4319	153	6	.	.	PUNCT
gs-4319	154	1	moscow	moscow	PROPN
gs-4319	154	2	:	:	PUNCT
gs-4319	154	3	ntb	ntb	PROPN
gs-4319	154	4	"	"	PUNCT
gs-4319	154	5	energia	energia	PROPN
gs-4319	154	6	"	"	PUNCT
gs-4319	154	7	,	,	PUNCT
gs-4319	154	8	2012	2012	NUM
gs-4319	154	9	.	.	PUNCT
gs-4319	155	1	352	352	NUM
gs-4319	155	2	с	с	NOUN
gs-4319	155	3	.	.	PROPN
gs-4319	155	4	27	27	NUM
gs-4319	155	5	.	.	PUNCT
gs-4319	156	1	prikhodko	prikhodko	PROPN
gs-4319	156	2	v.m	v.m	PROPN
gs-4319	156	3	.	.	PROPN
gs-4319	156	4	,	,	PUNCT
gs-4319	156	5	zhankaziev	zhankaziev	PROPN
gs-4319	156	6	s.	s.	PROPN
gs-4319	157	1	v.	v.	ADP
gs-4319	157	2	main	main	ADJ
gs-4319	157	3	directions	direction	NOUN
gs-4319	157	4	of	of	ADP
gs-4319	157	5	scientific	scientific	ADJ
gs-4319	157	6	research	research	NOUN
gs-4319	157	7	in	in	ADP
gs-4319	157	8	the	the	DET
gs-4319	157	9	field	field	NOUN
gs-4319	157	10	of	of	ADP
gs-4319	157	11	autonomous	autonomous	ADJ
gs-4319	157	12	vehicles	vehicle	NOUN
gs-4319	157	13	in	in	ADP
gs-4319	157	14	madi	madi	PROPN
gs-4319	157	15	//	//	X
gs-4319	157	16	progress	progress	NOUN
gs-4319	157	17	of	of	ADP
gs-4319	157	18	vehicles	vehicle	NOUN
gs-4319	157	19	and	and	CCONJ
gs-4319	157	20	systems	system	NOUN
gs-4319	157	21	2018	2018	NUM
gs-4319	157	22	:	:	PUNCT
gs-4319	157	23	materials	material	NOUN
gs-4319	157	24	of	of	ADP
gs-4319	157	25	the	the	DET
gs-4319	157	26	28	28	NUM
gs-4319	157	27	.	.	PUNCT
gs-4319	158	1	macharis	macharis	PROPN
gs-4319	158	2	,	,	PUNCT
gs-4319	158	3	c.	c.	PROPN
gs-4319	158	4	,	,	PUNCT
gs-4319	158	5	&	&	CCONJ
gs-4319	158	6	kin	kin	PROPN
gs-4319	158	7	,	,	PUNCT
gs-4319	158	8	b.	b.	PROPN
gs-4319	158	9	(	(	PUNCT
gs-4319	158	10	2017	2017	NUM
gs-4319	158	11	)	)	PUNCT
gs-4319	158	12	.	.	PUNCT
gs-4319	159	1	the	the	DET
gs-4319	159	2	4	4	NUM
gs-4319	159	3	a	a	DET
gs-4319	159	4	’s	’s	NOUN
gs-4319	159	5	of	of	ADP
gs-4319	159	6	sustainable	sustainable	ADJ
gs-4319	159	7	city	city	NOUN
gs-4319	159	8	distribution	distribution	NOUN
gs-4319	159	9	:	:	PUNCT
gs-4319	159	10	innovative	innovative	ADJ
gs-4319	159	11	solutions	solution	NOUN
gs-4319	159	12	and	and	CCONJ
gs-4319	159	13	challenges	challenge	NOUN
gs-4319	159	14	ahead	ahead	ADV
gs-4319	159	15	.	.	PUNCT
gs-4319	160	1	international	international	ADJ
gs-4319	160	2	journal	journal	PROPN
gs-4319	160	3	ofsustainable	ofsustainable	ADJ
gs-4319	160	4	transportation	transportation	PROPN
gs-4319	160	5	,	,	PUNCT
gs-4319	160	6	11(2	11(2	NUM
gs-4319	160	7	)	)	PUNCT
gs-4319	160	8	,	,	PUNCT
gs-4319	160	9	59	59	NUM
gs-4319	160	10	–	–	PUNCT
gs-4319	160	11	71.11	71.11	NUM
gs-4319	160	12	.	.	PUNCT
gs-4319	161	1	29	29	NUM
gs-4319	161	2	.	.	X
gs-4319	162	1	shojaei	shojaei	NOUN
gs-4319	162	2	,	,	PUNCT
gs-4319	162	3	m.	m.	NOUN
gs-4319	162	4	s.	s.	PROPN
gs-4319	162	5	,	,	PUNCT
gs-4319	162	6	fakhrmoosavi	fakhrmoosavi	PROPN
gs-4319	162	7	,	,	PUNCT
gs-4319	162	8	f.	f.	PROPN
gs-4319	162	9	,	,	PUNCT
gs-4319	162	10	zockaie	zockaie	PROPN
gs-4319	162	11	,	,	PUNCT
gs-4319	162	12	a.	a.	NOUN
gs-4319	162	13	,	,	PUNCT
gs-4319	162	14	ghamami	ghamami	NOUN
gs-4319	162	15	,	,	PUNCT
gs-4319	162	16	m.	m.	NOUN
gs-4319	162	17	,	,	PUNCT
gs-4319	162	18	mittal	mittal	PROPN
gs-4319	162	19	,	,	PUNCT
gs-4319	162	20	a.	a.	PROPN
gs-4319	162	21	,	,	PUNCT
gs-4319	162	22	&	&	CCONJ
gs-4319	162	23	fishelson	fishelson	PROPN
gs-4319	162	24	,	,	PUNCT
gs-4319	162	25	j.	j.	PROPN
gs-4319	162	26	(	(	PUNCT
gs-4319	162	27	2022	2022	NUM
gs-4319	162	28	)	)	PUNCT
gs-4319	162	29	.	.	PUNCT
gs-4319	163	1	sustainable	sustainable	ADJ
gs-4319	163	2	transportation	transportation	NOUN
gs-4319	163	3	networks	network	NOUN
gs-4319	163	4	incorporatinggreen	incorporatinggreen	PROPN
gs-4319	163	5	modes	mode	NOUN
gs-4319	163	6	for	for	ADP
gs-4319	163	7	urban	urban	ADJ
gs-4319	163	8	freight	freight	NOUN
gs-4319	163	9	delivery	delivery	NOUN
gs-4319	163	10	.	.	PUNCT
gs-4319	164	1	journal	journal	NOUN
gs-4319	164	2	of	of	ADP
gs-4319	164	3	transportation	transportation	NOUN
gs-4319	164	4	engineer	engineer	NOUN
gs-4319	164	5	-	-	PUNCT
gs-4319	164	6	ing	ing	NOUN
gs-4319	164	7	,	,	PUNCT
gs-4319	164	8	part	part	NOUN
gs-4319	164	9	a	a	DET
gs-4319	164	10	:	:	PUNCT
gs-4319	164	11	systems	system	NOUN
gs-4319	164	12	,	,	PUNCT
gs-4319	164	13	148(6	148(6	NUM
gs-4319	164	14	)	)	PUNCT
gs-4319	164	15	,	,	PUNCT
gs-4319	164	16	04022028.12	04022028.12	NUM
gs-4319	164	17	.	.	PUNCT