id	sid	tid	token	lemma	pos
gs-2531	1	1	microsoft	microsoft	PROPN
gs-2531	1	2	word	word	NOUN
gs-2531	1	3	fullpdf06012024	fullpdf06012024	VERB
gs-2531	1	4	georgian	georgian	ADJ
gs-2531	1	5	scientists/ქართველი	scientists/ქართველი	NOUN
gs-2531	1	6	მეცნიერები	მეცნიერები	NOUN
gs-2531	1	7	ტ.	ტ.	VERB
gs-2531	1	8	6	6	NUM
gs-2531	1	9	n	n	NUM
gs-2531	1	10	1	1	NUM
gs-2531	1	11	,	,	PUNCT
gs-2531	1	12	2024	2024	NUM
gs-2531	1	13	26	26	NUM
gs-2531	1	14	georgian	georgian	PROPN
gs-2531	1	15	scientists	scientist	NOUN
gs-2531	1	16	ქართველი	ქართველი	ADJ
gs-2531	1	17	მეცნიერები	მეცნიერები	PROPN
gs-2531	1	18	vol	vol	NOUN
gs-2531	1	19	.	.	PROPN
gs-2531	2	1	6	6	NUM
gs-2531	2	2	issue	issue	NOUN
gs-2531	2	3	1	1	NUM
gs-2531	2	4	,	,	PUNCT
gs-2531	2	5	2024	2024	NUM
gs-2531	2	6	https://doi.org/10.52340/gs.2024.06.01.05	https://doi.org/10.52340/gs.2024.06.01.05	ADJ
gs-2531	2	7	formalization	formalization	NOUN
gs-2531	2	8	of	of	ADP
gs-2531	2	9	digital	digital	ADJ
gs-2531	2	10	knowledge	knowledge	NOUN
gs-2531	2	11	and	and	CCONJ
gs-2531	2	12	modern	modern	ADJ
gs-2531	2	13	approaches	approach	NOUN
gs-2531	2	14	to	to	ADP
gs-2531	2	15	data	data	NOUN
gs-2531	2	16	management	management	NOUN
gs-2531	2	17	ketevan	ketevan	VERB
gs-2531	2	18	arevadze	arevadze	PROPN
gs-2531	2	19	georgian	georgian	PROPN
gs-2531	2	20	institute	institute	PROPN
gs-2531	2	21	of	of	ADP
gs-2531	2	22	public	public	PROPN
gs-2531	2	23	affairs	affair	NOUN
gs-2531	2	24	(	(	PUNCT
gs-2531	2	25	gipa	gipa	PROPN
gs-2531	2	26	)	)	PUNCT
gs-2531	2	27	,	,	PUNCT
gs-2531	2	28	assistant	assistant	NOUN
gs-2531	2	29	professor	professor	NOUN
gs-2531	2	30	,	,	PUNCT
gs-2531	2	31	keteva.arevadze.3@gmail.com	keteva.arevadze.3@gmail.com	PROPN
gs-2531	2	32	abstract	abstract	NOUN
gs-2531	2	33	.	.	PUNCT
gs-2531	3	1	effective	effective	ADJ
gs-2531	3	2	management	management	NOUN
gs-2531	3	3	approaches	approach	NOUN
gs-2531	3	4	involve	involve	VERB
gs-2531	3	5	the	the	DET
gs-2531	3	6	utilization	utilization	NOUN
gs-2531	3	7	of	of	ADP
gs-2531	3	8	formalized	formalize	VERB
gs-2531	3	9	knowledge	knowledge	NOUN
gs-2531	3	10	acquired	acquire	VERB
gs-2531	3	11	within	within	ADP
gs-2531	3	12	the	the	DET
gs-2531	3	13	organization	organization	NOUN
gs-2531	3	14	and	and	CCONJ
gs-2531	3	15	subsequently	subsequently	ADV
gs-2531	3	16	the	the	DET
gs-2531	3	17	deployment	deployment	NOUN
gs-2531	3	18	of	of	ADP
gs-2531	3	19	decision	decision	NOUN
gs-2531	3	20	support	support	NOUN
gs-2531	3	21	systems	system	NOUN
gs-2531	3	22	to	to	PART
gs-2531	3	23	facilitate	facilitate	VERB
gs-2531	3	24	decisionmaking	decisionmake	VERB
gs-2531	3	25	.	.	PUNCT
gs-2531	4	1	for	for	ADP
gs-2531	4	2	the	the	DET
gs-2531	4	3	formalization	formalization	NOUN
gs-2531	4	4	of	of	ADP
gs-2531	4	5	knowledge	knowledge	NOUN
gs-2531	4	6	accumulated	accumulate	VERB
gs-2531	4	7	within	within	ADP
gs-2531	4	8	organizations	organization	NOUN
gs-2531	4	9	,	,	PUNCT
gs-2531	4	10	it	it	PRON
gs-2531	4	11	is	be	AUX
gs-2531	4	12	necessary	necessary	ADJ
gs-2531	4	13	to	to	PART
gs-2531	4	14	explore	explore	VERB
gs-2531	4	15	the	the	DET
gs-2531	4	16	forms	form	NOUN
gs-2531	4	17	of	of	ADP
gs-2531	4	18	formalization	formalization	NOUN
gs-2531	4	19	of	of	ADP
gs-2531	4	20	data	datum	NOUN
gs-2531	4	21	.	.	PUNCT
gs-2531	5	1	to	to	PART
gs-2531	5	2	effectively	effectively	ADV
gs-2531	5	3	develop	develop	VERB
gs-2531	5	4	good	good	ADJ
gs-2531	5	5	knowledge	knowledge	NOUN
gs-2531	5	6	bases	basis	NOUN
gs-2531	5	7	,	,	PUNCT
gs-2531	5	8	a	a	DET
gs-2531	5	9	good	good	ADJ
gs-2531	5	10	knowledge	knowledge	NOUN
gs-2531	5	11	representative	representative	NOUN
gs-2531	5	12	is	be	AUX
gs-2531	5	13	needed	need	VERB
gs-2531	5	14	.	.	PUNCT
gs-2531	6	1	let	let	VERB
gs-2531	6	2	's	us	PRON
gs-2531	6	3	discuss	discuss	VERB
gs-2531	6	4	the	the	DET
gs-2531	6	5	aspects	aspect	NOUN
gs-2531	6	6	of	of	ADP
gs-2531	6	7	knowledge	knowledge	NOUN
gs-2531	6	8	representation	representation	NOUN
gs-2531	6	9	in	in	ADP
gs-2531	6	10	the	the	DET
gs-2531	6	11	context	context	NOUN
gs-2531	6	12	of	of	ADP
gs-2531	6	13	semantic	semantic	ADJ
gs-2531	6	14	web	web	NOUN
gs-2531	6	15	using	use	VERB
gs-2531	6	16	as	as	ADP
gs-2531	6	17	an	an	DET
gs-2531	6	18	example	example	NOUN
gs-2531	6	19	.	.	PUNCT
gs-2531	7	1	however	however	ADV
gs-2531	7	2	,	,	PUNCT
gs-2531	7	3	it	it	PRON
gs-2531	7	4	is	be	AUX
gs-2531	7	5	possible	possible	ADJ
gs-2531	7	6	to	to	PART
gs-2531	7	7	add	add	VERB
gs-2531	7	8	or	or	CCONJ
gs-2531	7	9	maintain	maintain	VERB
gs-2531	7	10	a	a	DET
gs-2531	7	11	lot	lot	NOUN
gs-2531	7	12	of	of	ADP
gs-2531	7	13	complex	complex	ADJ
gs-2531	7	14	data	datum	NOUN
gs-2531	7	15	.	.	PUNCT
gs-2531	8	1	there	there	PRON
gs-2531	8	2	are	be	VERB
gs-2531	8	3	some	some	DET
gs-2531	8	4	common	common	ADJ
gs-2531	8	5	views	view	NOUN
gs-2531	8	6	of	of	ADP
gs-2531	8	7	date	date	NOUN
gs-2531	8	8	storage	storage	NOUN
gs-2531	8	9	.	.	PUNCT
gs-2531	9	1	document	document	NOUN
gs-2531	9	2	system	system	NOUN
gs-2531	9	3	,	,	PUNCT
gs-2531	9	4	database	database	NOUN
gs-2531	9	5	oriented	orient	VERB
gs-2531	9	6	a	a	DET
gs-2531	9	7	subject	subject	NOUN
gs-2531	9	8	,	,	PUNCT
gs-2531	9	9	relational	relational	ADJ
gs-2531	9	10	database	database	NOUN
gs-2531	9	11	,	,	PUNCT
gs-2531	9	12	object	object	VERB
gs-2531	9	13	relational	relational	ADJ
gs-2531	9	14	database	database	NOUN
gs-2531	9	15	.	.	PUNCT
gs-2531	10	1	choosing	choose	VERB
gs-2531	10	2	a	a	DET
gs-2531	10	3	programming	programming	NOUN
gs-2531	10	4	language	language	NOUN
gs-2531	10	5	for	for	ADP
gs-2531	10	6	a	a	DET
gs-2531	10	7	knowledge	knowledge	NOUN
gs-2531	10	8	management	management	NOUN
gs-2531	10	9	system	system	NOUN
gs-2531	10	10	involves	involve	VERB
gs-2531	10	11	considering	consider	VERB
gs-2531	10	12	additional	additional	ADJ
gs-2531	10	13	components	component	NOUN
gs-2531	10	14	,	,	PUNCT
gs-2531	10	15	such	such	ADJ
gs-2531	10	16	as	as	ADP
gs-2531	10	17	:	:	PUNCT
gs-2531	10	18	flexibility	flexibility	NOUN
gs-2531	10	19	,	,	PUNCT
gs-2531	10	20	simplicity	simplicity	NOUN
gs-2531	10	21	,	,	PUNCT
gs-2531	10	22	efficiency	efficiency	NOUN
gs-2531	10	23	,	,	PUNCT
gs-2531	10	24	expansion	expansion	NOUN
gs-2531	10	25	,	,	PUNCT
gs-2531	10	26	support	support	NOUN
gs-2531	10	27	,	,	PUNCT
gs-2531	10	28	portability	portability	NOUN
gs-2531	10	29	,	,	PUNCT
gs-2531	10	30	reliability	reliability	NOUN
gs-2531	10	31	.	.	PUNCT
gs-2531	11	1	various	various	ADJ
gs-2531	11	2	types	type	NOUN
gs-2531	11	3	of	of	ADP
gs-2531	11	4	knowledge	knowledge	NOUN
gs-2531	11	5	representation	representation	NOUN
gs-2531	11	6	logics	logic	NOUN
gs-2531	11	7	are	be	AUX
gs-2531	11	8	utilized	utilize	VERB
gs-2531	11	9	,	,	PUNCT
gs-2531	11	10	including	include	VERB
gs-2531	11	11	:	:	PUNCT
gs-2531	11	12	propositional	propositional	ADJ
gs-2531	11	13	logic	logic	NOUN
gs-2531	11	14	(	(	PUNCT
gs-2531	11	15	pl	pl	NOUN
gs-2531	11	16	)	)	PUNCT
gs-2531	11	17	,	,	PUNCT
gs-2531	11	18	first	first	ADJ
gs-2531	11	19	-	-	PUNCT
gs-2531	11	20	order	order	NOUN
gs-2531	11	21	logic	logic	NOUN
gs-2531	11	22	(	(	PUNCT
gs-2531	11	23	fol	fol	NOUN
gs-2531	11	24	)	)	PUNCT
gs-2531	11	25	,	,	PUNCT
gs-2531	11	26	higher	high	ADJ
gs-2531	11	27	-	-	PUNCT
gs-2531	11	28	order	order	NOUN
gs-2531	11	29	logic	logic	NOUN
gs-2531	11	30	(	(	PUNCT
gs-2531	11	31	hol	hol	NOUN
gs-2531	11	32	)	)	PUNCT
gs-2531	11	33	,	,	PUNCT
gs-2531	11	34	modal	modal	ADJ
gs-2531	11	35	logic	logic	NOUN
gs-2531	11	36	,	,	PUNCT
gs-2531	11	37	fuzzy	fuzzy	ADJ
gs-2531	11	38	logic	logic	NOUN
gs-2531	11	39	,	,	PUNCT
gs-2531	11	40	multivalued	multivalued	ADJ
gs-2531	11	41	logic	logic	NOUN
gs-2531	11	42	,	,	PUNCT
gs-2531	11	43	temporal	temporal	ADJ
gs-2531	11	44	logic	logic	NOUN
gs-2531	11	45	,	,	PUNCT
gs-2531	11	46	description	description	NOUN
gs-2531	11	47	logics	logic	NOUN
gs-2531	11	48	(	(	PUNCT
gs-2531	11	49	dl	dl	NOUN
gs-2531	11	50	)	)	PUNCT
gs-2531	11	51	,	,	PUNCT
gs-2531	11	52	frame	frame	NOUN
gs-2531	11	53	,	,	PUNCT
gs-2531	11	54	rule	rule	NOUN
gs-2531	11	55	-	-	PUNCT
gs-2531	11	56	based	base	VERB
gs-2531	11	57	systems	system	NOUN
gs-2531	11	58	.	.	PUNCT
gs-2531	12	1	regardless	regardless	ADV
gs-2531	12	2	of	of	ADP
gs-2531	12	3	the	the	DET
gs-2531	12	4	type	type	NOUN
gs-2531	12	5	of	of	ADP
gs-2531	12	6	organization	organization	NOUN
gs-2531	12	7	,	,	PUNCT
gs-2531	12	8	the	the	DET
gs-2531	12	9	system	system	NOUN
gs-2531	12	10	of	of	ADP
gs-2531	12	11	using	use	VERB
gs-2531	12	12	tools	tool	NOUN
gs-2531	12	13	simplifies	simplifie	NOUN
gs-2531	12	14	the	the	DET
gs-2531	12	15	formalization	formalization	NOUN
gs-2531	12	16	and	and	CCONJ
gs-2531	12	17	representation	representation	NOUN
gs-2531	12	18	of	of	ADP
gs-2531	12	19	its	its	PRON
gs-2531	12	20	knowledge	knowledge	NOUN
gs-2531	12	21	,	,	PUNCT
gs-2531	12	22	which	which	PRON
gs-2531	12	23	forms	form	VERB
gs-2531	12	24	the	the	DET
gs-2531	12	25	basis	basis	NOUN
gs-2531	12	26	for	for	ADP
gs-2531	12	27	fast	fast	ADJ
gs-2531	12	28	and	and	CCONJ
gs-2531	12	29	efficient	efficient	ADJ
gs-2531	12	30	management	management	NOUN
gs-2531	12	31	.	.	PUNCT
gs-2531	13	1	keyword	keyword	NOUN
gs-2531	13	2	:	:	PUNCT
gs-2531	13	3	digital	digital	ADJ
gs-2531	13	4	knowledge	knowledge	NOUN
gs-2531	13	5	,	,	PUNCT
gs-2531	13	6	formalization	formalization	NOUN
gs-2531	13	7	of	of	ADP
gs-2531	13	8	knowledge	knowledge	NOUN
gs-2531	13	9	,	,	PUNCT
gs-2531	13	10	digital	digital	ADJ
gs-2531	13	11	management	management	NOUN
gs-2531	13	12	,	,	PUNCT
gs-2531	13	13	knowledge	knowledge	NOUN
gs-2531	13	14	management	management	NOUN
gs-2531	13	15	system	system	NOUN
gs-2531	13	16	in	in	ADP
gs-2531	13	17	modern	modern	ADJ
gs-2531	13	18	world	world	NOUN
gs-2531	13	19	success	success	NOUN
gs-2531	13	20	of	of	ADP
gs-2531	13	21	an	an	DET
gs-2531	13	22	organization	organization	NOUN
gs-2531	13	23	is	be	AUX
gs-2531	13	24	dependent	dependent	ADJ
gs-2531	13	25	on	on	ADP
gs-2531	13	26	its	its	PRON
gs-2531	13	27	effective	effective	ADJ
gs-2531	13	28	management	management	NOUN
gs-2531	13	29	methods	method	NOUN
gs-2531	13	30	,	,	PUNCT
gs-2531	13	31	which	which	PRON
gs-2531	13	32	is	be	AUX
gs-2531	13	33	impossible	impossible	ADJ
gs-2531	13	34	without	without	ADP
gs-2531	13	35	swift	swift	ADJ
gs-2531	13	36	and	and	CCONJ
gs-2531	13	37	well	well	ADV
gs-2531	13	38	-	-	PUNCT
gs-2531	13	39	informed	inform	VERB
gs-2531	13	40	decision	decision	NOUN
gs-2531	13	41	-	-	PUNCT
gs-2531	13	42	making	making	NOUN
gs-2531	13	43	skills	skill	NOUN
gs-2531	13	44	.	.	PUNCT
gs-2531	14	1	this	this	PRON
gs-2531	14	2	is	be	AUX
gs-2531	14	3	achievable	achievable	ADJ
gs-2531	14	4	only	only	ADV
gs-2531	14	5	with	with	ADP
gs-2531	14	6	rapid	rapid	ADJ
gs-2531	14	7	and	and	CCONJ
gs-2531	14	8	effective	effective	ADJ
gs-2531	14	9	implementation	implementation	NOUN
gs-2531	14	10	of	of	ADP
gs-2531	14	11	knowledge	knowledge	NOUN
gs-2531	14	12	accumulated	accumulate	VERB
gs-2531	14	13	within	within	ADP
gs-2531	14	14	an	an	DET
gs-2531	14	15	organization	organization	NOUN
gs-2531	14	16	.	.	PUNCT
gs-2531	15	1	thus	thus	ADV
gs-2531	15	2	,	,	PUNCT
gs-2531	15	3	effective	effective	ADJ
gs-2531	15	4	management	management	NOUN
gs-2531	15	5	approaches	approach	NOUN
gs-2531	15	6	involve	involve	VERB
gs-2531	15	7	the	the	DET
gs-2531	15	8	utilization	utilization	NOUN
gs-2531	15	9	of	of	ADP
gs-2531	15	10	formalized	formalize	VERB
gs-2531	15	11	knowledge	knowledge	NOUN
gs-2531	15	12	acquired	acquire	VERB
gs-2531	15	13	within	within	ADP
gs-2531	15	14	the	the	DET
gs-2531	15	15	organization	organization	NOUN
gs-2531	15	16	and	and	CCONJ
gs-2531	15	17	subsequently	subsequently	ADV
gs-2531	15	18	the	the	DET
gs-2531	15	19	deployment	deployment	NOUN
gs-2531	15	20	of	of	ADP
gs-2531	15	21	decision	decision	NOUN
gs-2531	15	22	support	support	NOUN
gs-2531	15	23	systems	system	NOUN
gs-2531	15	24	to	to	PART
gs-2531	15	25	facilitate	facilitate	VERB
gs-2531	15	26	decisionmaking	decisionmake	VERB
gs-2531	15	27	.	.	PUNCT
gs-2531	16	1	for	for	ADP
gs-2531	16	2	the	the	DET
gs-2531	16	3	formalization	formalization	NOUN
gs-2531	16	4	of	of	ADP
gs-2531	16	5	knowledge	knowledge	NOUN
gs-2531	16	6	accumulated	accumulate	VERB
gs-2531	16	7	within	within	ADP
gs-2531	16	8	organizations	organization	NOUN
gs-2531	16	9	,	,	PUNCT
gs-2531	16	10	it	it	PRON
gs-2531	16	11	is	be	AUX
gs-2531	16	12	necessary	necessary	ADJ
gs-2531	16	13	to	to	SCONJ
gs-2531	16	14	georgian	georgian	ADJ
gs-2531	16	15	scientists/ქართველი	scientists/ქართველი	NOUN
gs-2531	16	16	მეცნიერები	მეცნიერები	NOUN
gs-2531	16	17	ტ.	ტ.	VERB
gs-2531	16	18	6	6	NUM
gs-2531	16	19	n	n	NUM
gs-2531	16	20	1	1	NUM
gs-2531	16	21	,	,	PUNCT
gs-2531	16	22	2024	2024	NUM
gs-2531	16	23	27	27	NUM
gs-2531	16	24	explore	explore	VERB
gs-2531	16	25	the	the	DET
gs-2531	16	26	forms	form	NOUN
gs-2531	16	27	of	of	ADP
gs-2531	16	28	formalization	formalization	NOUN
gs-2531	16	29	of	of	ADP
gs-2531	16	30	data	datum	NOUN
gs-2531	16	31	.	.	PUNCT
gs-2531	17	1	to	to	PART
gs-2531	17	2	illustrate	illustrate	VERB
gs-2531	17	3	the	the	DET
gs-2531	17	4	above	above	NOUN
gs-2531	17	5	mentioned	mention	VERB
gs-2531	17	6	in	in	ADP
gs-2531	17	7	an	an	DET
gs-2531	17	8	example	example	NOUN
gs-2531	17	9	we	we	PRON
gs-2531	17	10	can	can	AUX
gs-2531	17	11	refer	refer	VERB
gs-2531	17	12	to	to	ADP
gs-2531	17	13	knowledge	knowledge	NOUN
gs-2531	17	14	bases	basis	NOUN
gs-2531	17	15	systems	system	NOUN
gs-2531	17	16	which	which	PRON
gs-2531	17	17	accumulated	accumulate	VERB
gs-2531	17	18	facts	fact	NOUN
gs-2531	17	19	,	,	PUNCT
gs-2531	17	20	procedures	procedure	NOUN
gs-2531	17	21	,	,	PUNCT
gs-2531	17	22	meanings	meaning	NOUN
gs-2531	17	23	,	,	PUNCT
gs-2531	17	24	etc	etc	X
gs-2531	17	25	.	.	X
gs-2531	17	26	,	,	PUNCT
gs-2531	17	27	databases	database	NOUN
gs-2531	17	28	help	help	VERB
gs-2531	17	29	us	we	PRON
gs-2531	17	30	find	find	VERB
gs-2531	17	31	specific	specific	ADJ
gs-2531	17	32	answers	answer	NOUN
gs-2531	17	33	to	to	ADP
gs-2531	17	34	questions	question	NOUN
gs-2531	17	35	,	,	PUNCT
gs-2531	17	36	which	which	PRON
gs-2531	17	37	are	be	AUX
gs-2531	17	38	needed	need	VERB
gs-2531	17	39	to	to	PART
gs-2531	17	40	address	address	VERB
gs-2531	17	41	specific	specific	ADJ
gs-2531	17	42	problems	problem	NOUN
gs-2531	17	43	.	.	PUNCT
gs-2531	18	1	knowledge	knowledge	NOUN
gs-2531	18	2	representation	representation	NOUN
gs-2531	18	3	is	be	AUX
gs-2531	18	4	the	the	DET
gs-2531	18	5	method	method	NOUN
gs-2531	18	6	of	of	ADP
gs-2531	18	7	encoding	encode	VERB
gs-2531	18	8	knowledge	knowledge	NOUN
gs-2531	18	9	,	,	PUNCT
gs-2531	18	10	allowing	allow	VERB
gs-2531	18	11	us	we	PRON
gs-2531	18	12	to	to	PART
gs-2531	18	13	depict	depict	VERB
gs-2531	18	14	goals	goal	NOUN
gs-2531	18	15	,	,	PUNCT
gs-2531	18	16	actions	action	NOUN
gs-2531	18	17	,	,	PUNCT
gs-2531	18	18	beliefs	belief	NOUN
gs-2531	18	19	,	,	PUNCT
gs-2531	18	20	reasoning	reasoning	NOUN
gs-2531	18	21	,	,	PUNCT
gs-2531	18	22	and	and	CCONJ
gs-2531	18	23	psychological	psychological	ADJ
gs-2531	18	24	states	state	NOUN
gs-2531	18	25	within	within	ADP
gs-2531	18	26	knowledge	knowledge	NOUN
gs-2531	18	27	bases	basis	NOUN
gs-2531	18	28	.	.	PUNCT
gs-2531	19	1	semantic	semantic	ADJ
gs-2531	19	2	web	web	NOUN
gs-2531	19	3	pages	page	NOUN
gs-2531	19	4	define	define	VERB
gs-2531	19	5	standards	standard	NOUN
gs-2531	19	6	for	for	ADP
gs-2531	19	7	interoperable	interoperable	ADJ
gs-2531	19	8	knowledge	knowledge	NOUN
gs-2531	19	9	bases	basis	NOUN
gs-2531	19	10	.	.	PUNCT
gs-2531	20	1	to	to	PART
gs-2531	20	2	effectively	effectively	ADV
gs-2531	20	3	develop	develop	VERB
gs-2531	20	4	good	good	ADJ
gs-2531	20	5	knowledge	knowledge	NOUN
gs-2531	20	6	bases	basis	NOUN
gs-2531	20	7	,	,	PUNCT
gs-2531	20	8	a	a	DET
gs-2531	20	9	good	good	ADJ
gs-2531	20	10	knowledge	knowledge	NOUN
gs-2531	20	11	representative	representative	NOUN
gs-2531	20	12	is	be	AUX
gs-2531	20	13	needed	need	VERB
gs-2531	20	14	.	.	PUNCT
gs-2531	21	1	let	let	VERB
gs-2531	21	2	's	us	PRON
gs-2531	21	3	discuss	discuss	VERB
gs-2531	21	4	the	the	DET
gs-2531	21	5	aspects	aspect	NOUN
gs-2531	21	6	of	of	ADP
gs-2531	21	7	knowledge	knowledge	NOUN
gs-2531	21	8	representation	representation	NOUN
gs-2531	21	9	in	in	ADP
gs-2531	21	10	the	the	DET
gs-2531	21	11	context	context	NOUN
gs-2531	21	12	of	of	ADP
gs-2531	21	13	semantic	semantic	ADJ
gs-2531	21	14	web	web	NOUN
gs-2531	21	15	using	use	VERB
gs-2531	21	16	as	as	ADP
gs-2531	21	17	an	an	DET
gs-2531	21	18	example	example	NOUN
gs-2531	21	19	.	.	PUNCT
gs-2531	22	1	it	it	PRON
gs-2531	22	2	has	have	AUX
gs-2531	22	3	been	be	AUX
gs-2531	22	4	many	many	ADJ
gs-2531	22	5	years	year	NOUN
gs-2531	22	6	,	,	PUNCT
gs-2531	22	7	since	since	SCONJ
gs-2531	22	8	numerous	numerous	ADJ
gs-2531	22	9	scientists	scientist	NOUN
gs-2531	22	10	discuss	discuss	VERB
gs-2531	22	11	about	about	ADP
gs-2531	22	12	the	the	DET
gs-2531	22	13	distinction	distinction	NOUN
gs-2531	22	14	between	between	ADP
gs-2531	22	15	the	the	DET
gs-2531	22	16	data	datum	NOUN
gs-2531	22	17	,	,	PUNCT
gs-2531	22	18	information	information	NOUN
gs-2531	22	19	,	,	PUNCT
gs-2531	22	20	and	and	CCONJ
gs-2531	22	21	knowledge	knowledge	NOUN
gs-2531	22	22	.	.	PUNCT
gs-2531	23	1	some	some	DET
gs-2531	23	2	authors	author	NOUN
gs-2531	23	3	argue	argue	VERB
gs-2531	23	4	that	that	SCONJ
gs-2531	23	5	data	data	NOUN
gs-2531	23	6	is	be	AUX
gs-2531	23	7	the	the	DET
gs-2531	23	8	representation	representation	NOUN
gs-2531	23	9	of	of	ADP
gs-2531	23	10	a	a	DET
gs-2531	23	11	process	process	NOUN
gs-2531	23	12	,	,	PUNCT
gs-2531	23	13	information	information	NOUN
gs-2531	23	14	is	be	AUX
gs-2531	23	15	the	the	DET
gs-2531	23	16	representation	representation	NOUN
gs-2531	23	17	of	of	ADP
gs-2531	23	18	information	information	NOUN
gs-2531	23	19	,	,	PUNCT
gs-2531	23	20	and	and	CCONJ
gs-2531	23	21	knowledge	knowledge	NOUN
gs-2531	23	22	signifies	signify	VERB
gs-2531	23	23	the	the	DET
gs-2531	23	24	representation	representation	NOUN
gs-2531	23	25	of	of	ADP
gs-2531	23	26	knowledge	knowledge	NOUN
gs-2531	23	27	through	through	ADP
gs-2531	23	28	the	the	DET
gs-2531	23	29	different	different	ADJ
gs-2531	23	30	perspective	perspective	NOUN
gs-2531	23	31	.	.	PUNCT
gs-2531	24	1	for	for	ADP
gs-2531	24	2	example	example	NOUN
gs-2531	24	3	,	,	PUNCT
gs-2531	24	4	the	the	DET
gs-2531	24	5	fact	fact	NOUN
gs-2531	24	6	that	that	SCONJ
gs-2531	24	7	"	"	PUNCT
gs-2531	24	8	new	new	ADJ
gs-2531	24	9	delhi	delhi	PROPN
gs-2531	24	10	”	"	PUNCT
gs-2531	24	11	is	be	AUX
gs-2531	24	12	the	the	DET
gs-2531	24	13	capital	capital	NOUN
gs-2531	24	14	of	of	ADP
gs-2531	24	15	india	india	PROPN
gs-2531	24	16	this	this	PRON
gs-2531	24	17	would	would	AUX
gs-2531	24	18	be	be	AUX
gs-2531	24	19	data	datum	NOUN
gs-2531	24	20	before	before	SCONJ
gs-2531	24	21	it	it	PRON
gs-2531	24	22	is	be	AUX
gs-2531	24	23	stored	store	VERB
gs-2531	24	24	in	in	ADP
gs-2531	24	25	a	a	DET
gs-2531	24	26	database	database	NOUN
gs-2531	24	27	,	,	PUNCT
gs-2531	24	28	this	this	DET
gs-2531	24	29	fact	fact	NOUN
gs-2531	24	30	will	will	AUX
gs-2531	24	31	become	become	VERB
gs-2531	24	32	information	information	NOUN
gs-2531	24	33	when	when	SCONJ
gs-2531	24	34	a	a	DET
gs-2531	24	35	person	person	NOUN
gs-2531	24	36	states	state	VERB
gs-2531	24	37	it	it	PRON
gs-2531	24	38	and	and	CCONJ
gs-2531	24	39	transforms	transform	VERB
gs-2531	24	40	into	into	ADP
gs-2531	24	41	knowledge	knowledge	NOUN
gs-2531	24	42	when	when	SCONJ
gs-2531	24	43	someone	someone	PRON
gs-2531	24	44	knows	know	VERB
gs-2531	24	45	that	that	SCONJ
gs-2531	24	46	new	new	ADJ
gs-2531	24	47	delhi	delhi	PROPN
gs-2531	24	48	is	be	AUX
gs-2531	24	49	the	the	DET
gs-2531	24	50	capital	capital	NOUN
gs-2531	24	51	of	of	ADP
gs-2531	24	52	india	india	PROPN
gs-2531	24	53	.	.	PUNCT
gs-2531	25	1	data	datum	NOUN
gs-2531	25	2	bases	basis	NOUN
gs-2531	25	3	are	be	AUX
gs-2531	25	4	classified	classify	VERB
gs-2531	25	5	into	into	ADP
gs-2531	25	6	relational	relational	ADJ
gs-2531	25	7	or	or	CCONJ
gs-2531	25	8	non	non	ADJ
gs-2531	25	9	-	-	ADJ
gs-2531	25	10	relational	relational	ADJ
gs-2531	25	11	databases	database	NOUN
gs-2531	25	12	.	.	PUNCT
gs-2531	26	1	relational	relational	ADJ
gs-2531	26	2	databases	database	NOUN
gs-2531	26	3	provide	provide	VERB
gs-2531	26	4	an	an	DET
gs-2531	26	5	in	in	ADP
gs-2531	26	6	-	-	PUNCT
gs-2531	26	7	memory	memory	NOUN
gs-2531	26	8	mechanism	mechanism	NOUN
gs-2531	26	9	and	and	CCONJ
gs-2531	26	10	make	make	VERB
gs-2531	26	11	it	it	PRON
gs-2531	26	12	possible	possible	ADJ
gs-2531	26	13	to	to	PART
gs-2531	26	14	move	move	VERB
gs-2531	26	15	/	/	SYM
gs-2531	26	16	use	use	NOUN
gs-2531	26	17	data	datum	NOUN
gs-2531	26	18	without	without	ADP
gs-2531	26	19	having	have	VERB
gs-2531	26	20	to	to	PART
gs-2531	26	21	perform	perform	VERB
gs-2531	26	22	a	a	DET
gs-2531	26	23	join	join	NOUN
gs-2531	26	24	operation	operation	NOUN
gs-2531	26	25	.	.	PUNCT
gs-2531	27	1	however	however	ADV
gs-2531	27	2	,	,	PUNCT
gs-2531	27	3	it	it	PRON
gs-2531	27	4	is	be	AUX
gs-2531	27	5	possible	possible	ADJ
gs-2531	27	6	to	to	PART
gs-2531	27	7	add	add	VERB
gs-2531	27	8	or	or	CCONJ
gs-2531	27	9	maintain	maintain	VERB
gs-2531	27	10	a	a	DET
gs-2531	27	11	lot	lot	NOUN
gs-2531	27	12	of	of	ADP
gs-2531	27	13	complex	complex	ADJ
gs-2531	27	14	data	datum	NOUN
gs-2531	27	15	.	.	PUNCT
gs-2531	28	1	there	there	PRON
gs-2531	28	2	are	be	VERB
gs-2531	28	3	some	some	DET
gs-2531	28	4	common	common	ADJ
gs-2531	28	5	views	view	NOUN
gs-2531	28	6	of	of	ADP
gs-2531	28	7	date	date	NOUN
gs-2531	28	8	storage	storage	NOUN
gs-2531	28	9	.	.	PUNCT
gs-2531	29	1			PRON
gs-2531	29	2	document	document	NOUN
gs-2531	29	3	system	system	NOUN
gs-2531	29	4	-	-	PUNCT
gs-2531	29	5	is	be	AUX
gs-2531	29	6	the	the	DET
gs-2531	29	7	system	system	NOUN
gs-2531	29	8	designed	design	VERB
gs-2531	29	9	for	for	ADP
gs-2531	29	10	simple	simple	ADJ
gs-2531	29	11	data	datum	NOUN
gs-2531	29	12	and	and	CCONJ
gs-2531	29	13	does	do	AUX
gs-2531	29	14	not	not	PART
gs-2531	29	15	require	require	VERB
gs-2531	29	16	querying	query	VERB
gs-2531	29	17	of	of	ADP
gs-2531	29	18	data	datum	NOUN
gs-2531	29	19	.	.	PUNCT
gs-2531	30	1			X
gs-2531	30	2	database	database	NOUN
gs-2531	30	3	oriented	orient	VERB
gs-2531	30	4	a	a	DET
gs-2531	30	5	subject	subject	ADJ
gs-2531	30	6	-	-	PUNCT
gs-2531	30	7	database	database	NOUN
gs-2531	30	8	that	that	PRON
gs-2531	30	9	describes	describe	VERB
gs-2531	30	10	and	and	CCONJ
gs-2531	30	11	provides	provide	VERB
gs-2531	30	12	information	information	NOUN
gs-2531	30	13	about	about	ADP
gs-2531	30	14	a	a	DET
gs-2531	30	15	specific	specific	ADJ
gs-2531	30	16	object	object	NOUN
gs-2531	30	17	.	.	PUNCT
gs-2531	31	1	it	it	PRON
gs-2531	31	2	is	be	AUX
gs-2531	31	3	connected	connect	VERB
gs-2531	31	4	to	to	ADP
gs-2531	31	5	complex	complex	ADJ
gs-2531	31	6	processes	process	NOUN
gs-2531	31	7	of	of	ADP
gs-2531	31	8	data	datum	NOUN
gs-2531	31	9	and	and	CCONJ
gs-2531	31	10	does	do	AUX
gs-2531	31	11	not	not	PART
gs-2531	31	12	require	require	VERB
gs-2531	31	13	querying	query	VERB
gs-2531	31	14	of	of	ADP
gs-2531	31	15	data	datum	NOUN
gs-2531	31	16	.	.	PUNCT
gs-2531	32	1			X
gs-2531	32	2	relational	relational	ADJ
gs-2531	32	3	database	database	NOUN
gs-2531	32	4	-	-	PUNCT
gs-2531	32	5	is	be	AUX
gs-2531	32	6	a	a	DET
gs-2531	32	7	subject	subject	ADJ
gs-2531	32	8	-	-	PUNCT
gs-2531	32	9	oriented	orient	VERB
gs-2531	32	10	database	database	NOUN
gs-2531	32	11	in	in	ADP
gs-2531	32	12	which	which	PRON
gs-2531	32	13	the	the	DET
gs-2531	32	14	data	data	NOUN
gs-2531	32	15	is	be	AUX
gs-2531	32	16	structured	structure	VERB
gs-2531	32	17	,	,	PUNCT
gs-2531	32	18	but	but	CCONJ
gs-2531	32	19	it	it	PRON
gs-2531	32	20	lacks	lack	VERB
gs-2531	32	21	the	the	DET
gs-2531	32	22	capability	capability	NOUN
gs-2531	32	23	to	to	PART
gs-2531	32	24	store	store	VERB
gs-2531	32	25	multimedia	multimedia	NOUN
gs-2531	32	26	content	content	NOUN
gs-2531	32	27	such	such	ADJ
gs-2531	32	28	as	as	ADP
gs-2531	32	29	photos	photo	NOUN
gs-2531	32	30	,	,	PUNCT
gs-2531	32	31	audio	audio	NOUN
gs-2531	32	32	,	,	PUNCT
gs-2531	32	33	or	or	CCONJ
gs-2531	32	34	video	video	NOUN
gs-2531	32	35	materials	material	NOUN
gs-2531	32	36	.	.	PUNCT
gs-2531	33	1			NOUN
gs-2531	33	2	object	object	VERB
gs-2531	33	3	relational	relational	ADJ
gs-2531	33	4	database	database	NOUN
gs-2531	33	5	this	this	PRON
gs-2531	33	6	is	be	AUX
gs-2531	33	7	a	a	DET
gs-2531	33	8	complex	complex	ADJ
gs-2531	33	9	database	database	NOUN
gs-2531	33	10	that	that	PRON
gs-2531	33	11	includes	include	VERB
gs-2531	33	12	data	datum	NOUN
gs-2531	33	13	corresponding	correspond	VERB
gs-2531	33	14	to	to	ADP
gs-2531	33	15	data	datum	NOUN
gs-2531	33	16	requests	request	NOUN
gs-2531	33	17	.	.	PUNCT
gs-2531	34	1	however	however	ADV
gs-2531	34	2	,	,	PUNCT
gs-2531	34	3	its	its	PRON
gs-2531	34	4	cost	cost	NOUN
gs-2531	34	5	is	be	AUX
gs-2531	34	6	relatively	relatively	ADV
gs-2531	34	7	high	high	ADJ
gs-2531	34	8	.	.	PUNCT
gs-2531	35	1	document	document	NOUN
gs-2531	35	2	system	system	NOUN
gs-2531	35	3	database	database	NOUN
gs-2531	35	4	oriented	orient	VERB
gs-2531	35	5	a	a	DET
gs-2531	35	6	subject	subject	ADJ
gs-2531	35	7	relational	relational	ADJ
gs-2531	35	8	database	database	NOUN
gs-2531	35	9	object	object	VERB
gs-2531	35	10	relational	relational	ADJ
gs-2531	35	11	database	database	NOUN
gs-2531	35	12	data	datum	NOUN
gs-2531	35	13	storage	storage	NOUN
gs-2531	35	14	georgian	georgian	PROPN
gs-2531	35	15	scientists/ქართველი	scientists/ქართველი	NOUN
gs-2531	35	16	მეცნიერები	მეცნიერები	NOUN
gs-2531	35	17	ტ.	ტ.	VERB
gs-2531	35	18	6	6	NUM
gs-2531	35	19	n	n	NUM
gs-2531	35	20	1	1	NUM
gs-2531	35	21	,	,	PUNCT
gs-2531	35	22	2024	2024	NUM
gs-2531	35	23	28	28	NUM
gs-2531	35	24	not	not	PART
gs-2531	35	25	all	all	DET
gs-2531	35	26	databases	database	NOUN
gs-2531	35	27	provide	provide	VERB
gs-2531	35	28	the	the	DET
gs-2531	35	29	ability	ability	NOUN
gs-2531	35	30	to	to	PART
gs-2531	35	31	search	search	VERB
gs-2531	35	32	for	for	ADP
gs-2531	35	33	information	information	NOUN
gs-2531	35	34	semantically	semantically	ADV
gs-2531	35	35	.	.	PUNCT
gs-2531	36	1	the	the	DET
gs-2531	36	2	semantic	semantic	ADJ
gs-2531	36	3	search	search	NOUN
gs-2531	36	4	functionality	functionality	NOUN
gs-2531	36	5	of	of	ADP
gs-2531	36	6	databases	database	NOUN
gs-2531	36	7	depends	depend	VERB
gs-2531	36	8	on	on	ADP
gs-2531	36	9	the	the	DET
gs-2531	36	10	representator	representator	NOUN
gs-2531	36	11	of	of	ADP
gs-2531	36	12	knowledge	knowledge	NOUN
gs-2531	36	13	.	.	PUNCT
gs-2531	37	1	how	how	SCONJ
gs-2531	37	2	thoroughly	thoroughly	ADV
gs-2531	37	3	knowledgeable	knowledgeable	ADJ
gs-2531	37	4	data	datum	NOUN
gs-2531	37	5	is	be	AUX
gs-2531	37	6	entered	enter	VERB
gs-2531	37	7	into	into	ADP
gs-2531	37	8	the	the	DET
gs-2531	37	9	database	database	NOUN
gs-2531	37	10	and	and	CCONJ
gs-2531	37	11	what	what	DET
gs-2531	37	12	type	type	NOUN
gs-2531	37	13	of	of	ADP
gs-2531	37	14	knowledge	knowledge	NOUN
gs-2531	37	15	search	search	NOUN
gs-2531	37	16	is	be	AUX
gs-2531	37	17	preferable	preferable	ADJ
gs-2531	37	18	for	for	ADP
gs-2531	37	19	the	the	DET
gs-2531	37	20	representator	representator	NOUN
gs-2531	38	1	[	[	X
gs-2531	38	2	1	1	NUM
gs-2531	38	3	]	]	PUNCT
gs-2531	38	4	.	.	PUNCT
gs-2531	39	1	in	in	ADP
gs-2531	39	2	the	the	DET
gs-2531	39	3	rapidly	rapidly	ADV
gs-2531	39	4	evolving	evolve	VERB
gs-2531	39	5	landscape	landscape	NOUN
gs-2531	39	6	of	of	ADP
gs-2531	39	7	logistics	logistic	NOUN
gs-2531	39	8	,	,	PUNCT
gs-2531	39	9	the	the	DET
gs-2531	39	10	formalization	formalization	NOUN
gs-2531	39	11	of	of	ADP
gs-2531	39	12	digital	digital	ADJ
gs-2531	39	13	knowledge	knowledge	NOUN
gs-2531	39	14	and	and	CCONJ
gs-2531	39	15	the	the	DET
gs-2531	39	16	adoption	adoption	NOUN
gs-2531	39	17	of	of	ADP
gs-2531	39	18	modern	modern	ADJ
gs-2531	39	19	approaches	approach	NOUN
gs-2531	39	20	to	to	ADP
gs-2531	39	21	data	datum	NOUN
gs-2531	39	22	management	management	NOUN
gs-2531	39	23	have	have	AUX
gs-2531	39	24	become	become	VERB
gs-2531	39	25	pivotal	pivotal	ADJ
gs-2531	39	26	for	for	ADP
gs-2531	39	27	achieving	achieve	VERB
gs-2531	39	28	operational	operational	ADJ
gs-2531	39	29	efficiency	efficiency	NOUN
gs-2531	39	30	,	,	PUNCT
gs-2531	39	31	cost	cost	NOUN
gs-2531	39	32	-	-	PUNCT
gs-2531	39	33	effectiveness	effectiveness	NOUN
gs-2531	39	34	,	,	PUNCT
gs-2531	39	35	and	and	CCONJ
gs-2531	39	36	enhanced	enhanced	ADJ
gs-2531	39	37	decision	decision	NOUN
gs-2531	39	38	-	-	PUNCT
gs-2531	39	39	making	make	VERB
gs-2531	39	40	processes	process	NOUN
gs-2531	39	41	.	.	PUNCT
gs-2531	40	1	this	this	DET
gs-2531	40	2	paper	paper	NOUN
gs-2531	40	3	explores	explore	VERB
gs-2531	40	4	the	the	DET
gs-2531	40	5	intersection	intersection	NOUN
gs-2531	40	6	of	of	ADP
gs-2531	40	7	digital	digital	ADJ
gs-2531	40	8	knowledge	knowledge	NOUN
gs-2531	40	9	formalization	formalization	NOUN
gs-2531	40	10	and	and	CCONJ
gs-2531	40	11	contemporary	contemporary	ADJ
gs-2531	40	12	data	data	NOUN
gs-2531	40	13	management	management	NOUN
gs-2531	40	14	strategies	strategy	NOUN
gs-2531	40	15	within	within	ADP
gs-2531	40	16	the	the	DET
gs-2531	40	17	context	context	NOUN
gs-2531	40	18	of	of	ADP
gs-2531	40	19	logistics	logistic	NOUN
gs-2531	40	20	processes	process	NOUN
gs-2531	40	21	.	.	PUNCT
gs-2531	41	1	the	the	DET
gs-2531	41	2	formalization	formalization	NOUN
gs-2531	41	3	of	of	ADP
gs-2531	41	4	digital	digital	ADJ
gs-2531	41	5	knowledge	knowledge	NOUN
gs-2531	41	6	refers	refer	VERB
gs-2531	41	7	to	to	ADP
gs-2531	41	8	the	the	DET
gs-2531	41	9	structured	structured	ADJ
gs-2531	41	10	representation	representation	NOUN
gs-2531	41	11	and	and	CCONJ
gs-2531	41	12	organization	organization	NOUN
gs-2531	41	13	of	of	ADP
gs-2531	41	14	information	information	NOUN
gs-2531	41	15	in	in	ADP
gs-2531	41	16	a	a	DET
gs-2531	41	17	way	way	NOUN
gs-2531	41	18	that	that	PRON
gs-2531	41	19	facilitates	facilitate	VERB
gs-2531	41	20	automated	automate	VERB
gs-2531	41	21	processing	processing	NOUN
gs-2531	41	22	and	and	CCONJ
gs-2531	41	23	meaningful	meaningful	ADJ
gs-2531	41	24	analysis	analysis	NOUN
gs-2531	41	25	.	.	PUNCT
gs-2531	42	1	in	in	ADP
gs-2531	42	2	logistics	logistic	NOUN
gs-2531	42	3	,	,	PUNCT
gs-2531	42	4	this	this	PRON
gs-2531	42	5	involves	involve	VERB
gs-2531	42	6	the	the	DET
gs-2531	42	7	integration	integration	NOUN
gs-2531	42	8	of	of	ADP
gs-2531	42	9	diverse	diverse	ADJ
gs-2531	42	10	data	datum	NOUN
gs-2531	42	11	sources	source	NOUN
gs-2531	42	12	,	,	PUNCT
gs-2531	42	13	such	such	ADJ
gs-2531	42	14	as	as	ADP
gs-2531	42	15	supply	supply	NOUN
gs-2531	42	16	chain	chain	NOUN
gs-2531	42	17	information	information	NOUN
gs-2531	42	18	,	,	PUNCT
gs-2531	42	19	transportation	transportation	NOUN
gs-2531	42	20	data	datum	NOUN
gs-2531	42	21	,	,	PUNCT
gs-2531	42	22	and	and	CCONJ
gs-2531	42	23	inventory	inventory	NOUN
gs-2531	42	24	records	record	NOUN
gs-2531	42	25	.	.	PUNCT
gs-2531	43	1	this	this	DET
gs-2531	43	2	paper	paper	NOUN
gs-2531	43	3	delves	delve	VERB
gs-2531	43	4	into	into	ADP
gs-2531	43	5	the	the	DET
gs-2531	43	6	methodologies	methodology	NOUN
gs-2531	43	7	and	and	CCONJ
gs-2531	43	8	frameworks	framework	NOUN
gs-2531	43	9	for	for	ADP
gs-2531	43	10	formalizing	formalize	VERB
gs-2531	43	11	digital	digital	ADJ
gs-2531	43	12	knowledge	knowledge	NOUN
gs-2531	43	13	,	,	PUNCT
gs-2531	43	14	emphasizing	emphasize	VERB
gs-2531	43	15	the	the	DET
gs-2531	43	16	role	role	NOUN
gs-2531	43	17	of	of	ADP
gs-2531	43	18	ontologies	ontology	NOUN
gs-2531	43	19	,	,	PUNCT
gs-2531	43	20	semantic	semantic	ADJ
gs-2531	43	21	modeling	modeling	NOUN
gs-2531	43	22	,	,	PUNCT
gs-2531	43	23	and	and	CCONJ
gs-2531	43	24	knowledge	knowledge	NOUN
gs-2531	43	25	graphs	graph	NOUN
gs-2531	43	26	in	in	ADP
gs-2531	43	27	creating	create	VERB
gs-2531	43	28	a	a	DET
gs-2531	43	29	unified	unified	ADJ
gs-2531	43	30	and	and	CCONJ
gs-2531	43	31	interoperable	interoperable	ADJ
gs-2531	43	32	knowledge	knowledge	NOUN
gs-2531	43	33	representation	representation	NOUN
gs-2531	43	34	in	in	ADP
gs-2531	43	35	the	the	DET
gs-2531	43	36	logistics	logistic	NOUN
gs-2531	43	37	domain	domain	NOUN
gs-2531	43	38	.	.	PUNCT
gs-2531	44	1	furthermore	furthermore	ADV
gs-2531	44	2	,	,	PUNCT
gs-2531	44	3	the	the	DET
gs-2531	44	4	paper	paper	NOUN
gs-2531	44	5	investigates	investigate	VERB
gs-2531	44	6	modern	modern	ADJ
gs-2531	44	7	approaches	approach	NOUN
gs-2531	44	8	to	to	ADP
gs-2531	44	9	data	datum	NOUN
gs-2531	44	10	management	management	NOUN
gs-2531	44	11	,	,	PUNCT
gs-2531	44	12	focusing	focus	VERB
gs-2531	44	13	on	on	ADP
gs-2531	44	14	technologies	technology	NOUN
gs-2531	44	15	like	like	ADP
gs-2531	44	16	big	big	ADJ
gs-2531	44	17	data	datum	NOUN
gs-2531	44	18	analytics	analytic	NOUN
gs-2531	44	19	,	,	PUNCT
gs-2531	44	20	machine	machine	NOUN
gs-2531	44	21	learning	learning	NOUN
gs-2531	44	22	,	,	PUNCT
gs-2531	44	23	and	and	CCONJ
gs-2531	44	24	artificial	artificial	ADJ
gs-2531	44	25	intelligence	intelligence	NOUN
gs-2531	44	26	.	.	PUNCT
gs-2531	45	1	these	these	DET
gs-2531	45	2	approaches	approach	NOUN
gs-2531	45	3	empower	empower	NOUN
gs-2531	45	4	logistics	logistic	NOUN
gs-2531	45	5	stakeholders	stakeholder	NOUN
gs-2531	45	6	to	to	PART
gs-2531	45	7	extract	extract	VERB
gs-2531	45	8	valuable	valuable	ADJ
gs-2531	45	9	insights	insight	NOUN
gs-2531	45	10	from	from	ADP
gs-2531	45	11	massive	massive	ADJ
gs-2531	45	12	datasets	dataset	NOUN
gs-2531	45	13	,	,	PUNCT
gs-2531	45	14	optimize	optimize	VERB
gs-2531	45	15	routing	routing	NOUN
gs-2531	45	16	and	and	CCONJ
gs-2531	45	17	scheduling	scheduling	NOUN
gs-2531	45	18	,	,	PUNCT
gs-2531	45	19	predict	predict	VERB
gs-2531	45	20	demand	demand	NOUN
gs-2531	45	21	patterns	pattern	NOUN
gs-2531	45	22	,	,	PUNCT
gs-2531	45	23	and	and	CCONJ
gs-2531	45	24	enhance	enhance	VERB
gs-2531	45	25	overall	overall	ADJ
gs-2531	45	26	supply	supply	NOUN
gs-2531	45	27	chain	chain	NOUN
gs-2531	45	28	visibility	visibility	NOUN
gs-2531	45	29	.	.	PUNCT
gs-2531	46	1	the	the	DET
gs-2531	46	2	integration	integration	NOUN
gs-2531	46	3	of	of	ADP
gs-2531	46	4	real	real	ADJ
gs-2531	46	5	-	-	PUNCT
gs-2531	46	6	time	time	NOUN
gs-2531	46	7	data	datum	NOUN
gs-2531	46	8	streams	stream	NOUN
gs-2531	46	9	and	and	CCONJ
gs-2531	46	10	the	the	DET
gs-2531	46	11	utilization	utilization	NOUN
gs-2531	46	12	of	of	ADP
gs-2531	46	13	cloud	cloud	NOUN
gs-2531	46	14	-	-	PUNCT
gs-2531	46	15	based	base	VERB
gs-2531	46	16	platforms	platform	NOUN
gs-2531	46	17	are	be	AUX
gs-2531	46	18	explored	explore	VERB
gs-2531	46	19	as	as	ADP
gs-2531	46	20	key	key	ADJ
gs-2531	46	21	enablers	enabler	NOUN
gs-2531	46	22	for	for	ADP
gs-2531	46	23	agile	agile	ADJ
gs-2531	46	24	and	and	CCONJ
gs-2531	46	25	responsive	responsive	ADJ
gs-2531	46	26	logistics	logistic	NOUN
gs-2531	46	27	operations	operation	NOUN
gs-2531	46	28	[	[	X
gs-2531	46	29	2	2	NUM
gs-2531	46	30	-	-	SYM
gs-2531	46	31	3	3	NUM
gs-2531	46	32	]	]	PUNCT
gs-2531	46	33	.	.	PUNCT
gs-2531	47	1	the	the	DET
gs-2531	47	2	study	study	NOUN
gs-2531	47	3	also	also	ADV
gs-2531	47	4	highlights	highlight	VERB
gs-2531	47	5	the	the	DET
gs-2531	47	6	challenges	challenge	NOUN
gs-2531	47	7	associated	associate	VERB
gs-2531	47	8	with	with	ADP
gs-2531	47	9	the	the	DET
gs-2531	47	10	implementation	implementation	NOUN
gs-2531	47	11	of	of	ADP
gs-2531	47	12	these	these	DET
gs-2531	47	13	advanced	advanced	ADJ
gs-2531	47	14	technologies	technology	NOUN
gs-2531	47	15	,	,	PUNCT
gs-2531	47	16	such	such	ADJ
gs-2531	47	17	as	as	ADP
gs-2531	47	18	data	datum	NOUN
gs-2531	47	19	security	security	NOUN
gs-2531	47	20	and	and	CCONJ
gs-2531	47	21	privacy	privacy	NOUN
gs-2531	47	22	concerns	concern	NOUN
gs-2531	47	23	,	,	PUNCT
gs-2531	47	24	interoperability	interoperability	NOUN
gs-2531	47	25	issues	issue	NOUN
gs-2531	47	26	,	,	PUNCT
gs-2531	47	27	and	and	CCONJ
gs-2531	47	28	the	the	DET
gs-2531	47	29	need	need	NOUN
gs-2531	47	30	for	for	ADP
gs-2531	47	31	skilled	skilled	ADJ
gs-2531	47	32	professionals	professional	NOUN
gs-2531	47	33	.	.	PUNCT
gs-2531	48	1	by	by	ADP
gs-2531	48	2	addressing	address	VERB
gs-2531	48	3	these	these	DET
gs-2531	48	4	challenges	challenge	NOUN
gs-2531	48	5	,	,	PUNCT
gs-2531	48	6	logistics	logistic	NOUN
gs-2531	48	7	enterprises	enterprise	NOUN
gs-2531	48	8	can	can	AUX
gs-2531	48	9	harness	harness	VERB
gs-2531	48	10	the	the	DET
gs-2531	48	11	full	full	ADJ
gs-2531	48	12	potential	potential	NOUN
gs-2531	48	13	of	of	ADP
gs-2531	48	14	digital	digital	ADJ
gs-2531	48	15	knowledge	knowledge	NOUN
gs-2531	48	16	formalization	formalization	NOUN
gs-2531	48	17	and	and	CCONJ
gs-2531	48	18	modern	modern	ADJ
gs-2531	48	19	data	datum	NOUN
gs-2531	48	20	management	management	NOUN
gs-2531	48	21	to	to	PART
gs-2531	48	22	drive	drive	VERB
gs-2531	48	23	innovation	innovation	NOUN
gs-2531	48	24	and	and	CCONJ
gs-2531	48	25	gain	gain	VERB
gs-2531	48	26	a	a	DET
gs-2531	48	27	competitive	competitive	ADJ
gs-2531	48	28	edge	edge	NOUN
gs-2531	48	29	in	in	ADP
gs-2531	48	30	the	the	DET
gs-2531	48	31	dynamic	dynamic	ADJ
gs-2531	48	32	logistics	logistic	NOUN
gs-2531	48	33	industry	industry	NOUN
gs-2531	48	34	.	.	PUNCT
gs-2531	49	1	this	this	DET
gs-2531	49	2	paper	paper	NOUN
gs-2531	49	3	provides	provide	VERB
gs-2531	49	4	a	a	DET
gs-2531	49	5	comprehensive	comprehensive	ADJ
gs-2531	49	6	overview	overview	NOUN
gs-2531	49	7	of	of	ADP
gs-2531	49	8	the	the	DET
gs-2531	49	9	formalization	formalization	NOUN
gs-2531	49	10	of	of	ADP
gs-2531	49	11	digital	digital	ADJ
gs-2531	49	12	knowledge	knowledge	NOUN
gs-2531	49	13	and	and	CCONJ
gs-2531	49	14	modern	modern	ADJ
gs-2531	49	15	data	datum	NOUN
gs-2531	49	16	management	management	NOUN
gs-2531	49	17	approaches	approach	NOUN
gs-2531	49	18	in	in	ADP
gs-2531	49	19	the	the	DET
gs-2531	49	20	logistics	logistic	NOUN
gs-2531	49	21	sector	sector	NOUN
gs-2531	49	22	.	.	PUNCT
gs-2531	50	1	it	it	PRON
gs-2531	50	2	serves	serve	VERB
gs-2531	50	3	as	as	ADP
gs-2531	50	4	a	a	DET
gs-2531	50	5	valuable	valuable	ADJ
gs-2531	50	6	resource	resource	NOUN
gs-2531	50	7	for	for	ADP
gs-2531	50	8	logistics	logistic	NOUN
gs-2531	50	9	professionals	professional	NOUN
gs-2531	50	10	,	,	PUNCT
gs-2531	50	11	researchers	researcher	NOUN
gs-2531	50	12	,	,	PUNCT
gs-2531	50	13	and	and	CCONJ
gs-2531	50	14	policymakers	policymaker	NOUN
gs-2531	50	15	seeking	seek	VERB
gs-2531	50	16	to	to	PART
gs-2531	50	17	navigate	navigate	VERB
gs-2531	50	18	the	the	DET
gs-2531	50	19	complexities	complexity	NOUN
gs-2531	50	20	of	of	ADP
gs-2531	50	21	the	the	DET
gs-2531	50	22	digital	digital	ADJ
gs-2531	50	23	era	era	NOUN
gs-2531	50	24	and	and	CCONJ
gs-2531	50	25	optimize	optimize	VERB
gs-2531	50	26	their	their	PRON
gs-2531	50	27	operations	operation	NOUN
gs-2531	50	28	through	through	ADP
gs-2531	50	29	informed	informed	ADJ
gs-2531	50	30	decision	decision	NOUN
gs-2531	50	31	-	-	PUNCT
gs-2531	50	32	making	make	VERB
gs-2531	50	33	and	and	CCONJ
gs-2531	50	34	data	data	NOUN
gs-2531	50	35	-	-	PUNCT
gs-2531	50	36	driven	drive	VERB
gs-2531	50	37	strategies	strategy	NOUN
gs-2531	50	38	[	[	X
gs-2531	50	39	4	4	NUM
gs-2531	50	40	-	-	SYM
gs-2531	50	41	5	5	NUM
gs-2531	50	42	]	]	PUNCT
gs-2531	50	43	.	.	PUNCT
gs-2531	51	1	georgian	georgian	PROPN
gs-2531	51	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-2531	51	3	მეცნიერები	მეცნიერები	NOUN
gs-2531	51	4	ტ.	ტ.	VERB
gs-2531	51	5	6	6	NUM
gs-2531	51	6	n	n	NUM
gs-2531	51	7	1	1	NUM
gs-2531	51	8	,	,	PUNCT
gs-2531	51	9	2024	2024	NUM
gs-2531	51	10	29	29	NUM
gs-2531	51	11	choosing	choose	VERB
gs-2531	51	12	a	a	DET
gs-2531	51	13	knowledge	knowledge	NOUN
gs-2531	51	14	management	management	NOUN
gs-2531	51	15	system	system	NOUN
gs-2531	51	16	choosing	choose	VERB
gs-2531	51	17	a	a	DET
gs-2531	51	18	programming	programming	NOUN
gs-2531	51	19	language	language	NOUN
gs-2531	51	20	for	for	ADP
gs-2531	51	21	a	a	DET
gs-2531	51	22	knowledge	knowledge	NOUN
gs-2531	51	23	management	management	NOUN
gs-2531	51	24	system	system	NOUN
gs-2531	51	25	involves	involve	VERB
gs-2531	51	26	considering	consider	VERB
gs-2531	51	27	additional	additional	ADJ
gs-2531	51	28	components	component	NOUN
gs-2531	51	29	,	,	PUNCT
gs-2531	51	30	such	such	ADJ
gs-2531	51	31	as	as	ADP
gs-2531	51	32	:	:	PUNCT
gs-2531	51	33			NOUN
gs-2531	51	34	flexibility	flexibility	NOUN
gs-2531	51	35	-	-	PUNCT
gs-2531	51	36	refers	refer	VERB
gs-2531	51	37	to	to	ADP
gs-2531	51	38	the	the	DET
gs-2531	51	39	high	high	ADJ
gs-2531	51	40	likelihood	likelihood	NOUN
gs-2531	51	41	that	that	SCONJ
gs-2531	51	42	the	the	DET
gs-2531	51	43	system	system	NOUN
gs-2531	51	44	can	can	AUX
gs-2531	51	45	be	be	AUX
gs-2531	51	46	used	use	VERB
gs-2531	51	47	for	for	ADP
gs-2531	51	48	various	various	ADJ
gs-2531	51	49	tasks	task	NOUN
gs-2531	51	50	and	and	CCONJ
gs-2531	51	51	purposes	purpose	NOUN
gs-2531	51	52	,	,	PUNCT
gs-2531	51	53	as	as	SCONJ
gs-2531	51	54	it	it	PRON
gs-2531	51	55	incorporates	incorporate	VERB
gs-2531	51	56	numerous	numerous	ADJ
gs-2531	51	57	instruments	instrument	NOUN
gs-2531	51	58	and	and	CCONJ
gs-2531	51	59	elements	element	NOUN
gs-2531	51	60	.	.	PUNCT
gs-2531	52	1			PRON
gs-2531	52	2	simplicity	simplicity	NOUN
gs-2531	52	3	-	-	PUNCT
gs-2531	52	4	learning	learning	NOUN
gs-2531	52	5	to	to	PART
gs-2531	52	6	use	use	VERB
gs-2531	52	7	the	the	DET
gs-2531	52	8	program	program	NOUN
gs-2531	52	9	should	should	AUX
gs-2531	52	10	not	not	PART
gs-2531	52	11	require	require	VERB
gs-2531	52	12	additional	additional	ADJ
gs-2531	52	13	resources	resource	NOUN
gs-2531	52	14	.	.	PUNCT
gs-2531	53	1	the	the	DET
gs-2531	53	2	simplicity	simplicity	NOUN
gs-2531	53	3	of	of	ADP
gs-2531	53	4	its	its	PRON
gs-2531	53	5	rules	rule	NOUN
gs-2531	53	6	and	and	CCONJ
gs-2531	53	7	tools	tool	NOUN
gs-2531	53	8	increases	increase	VERB
gs-2531	53	9	the	the	DET
gs-2531	53	10	likelihood	likelihood	NOUN
gs-2531	53	11	of	of	ADP
gs-2531	53	12	its	its	PRON
gs-2531	53	13	ease	ease	NOUN
gs-2531	53	14	of	of	ADP
gs-2531	53	15	use	use	NOUN
gs-2531	53	16			NOUN
gs-2531	53	17	efficiency	efficiency	NOUN
gs-2531	53	18	-	-	PUNCT
gs-2531	53	19	the	the	DET
gs-2531	53	20	efficiency	efficiency	NOUN
gs-2531	53	21	of	of	ADP
gs-2531	53	22	tools	tool	NOUN
gs-2531	53	23	is	be	AUX
gs-2531	53	24	primarily	primarily	ADV
gs-2531	53	25	related	relate	VERB
gs-2531	53	26	to	to	ADP
gs-2531	53	27	the	the	DET
gs-2531	53	28	speed	speed	NOUN
gs-2531	53	29	of	of	ADP
gs-2531	53	30	execution	execution	NOUN
gs-2531	53	31	,	,	PUNCT
gs-2531	53	32	which	which	PRON
gs-2531	53	33	is	be	AUX
gs-2531	53	34	closely	closely	ADV
gs-2531	53	35	linked	link	VERB
gs-2531	53	36	to	to	ADP
gs-2531	53	37	the	the	DET
gs-2531	53	38	reduction	reduction	NOUN
gs-2531	53	39	in	in	ADP
gs-2531	53	40	the	the	DET
gs-2531	53	41	number	number	NOUN
gs-2531	53	42	of	of	ADP
gs-2531	53	43	operations	operation	NOUN
gs-2531	53	44	required	require	VERB
gs-2531	53	45	by	by	ADP
gs-2531	53	46	program	program	NOUN
gs-2531	53	47	to	to	PART
gs-2531	53	48	solve	solve	VERB
gs-2531	53	49	the	the	DET
gs-2531	53	50	problem	problem	NOUN
gs-2531	53	51	.	.	PUNCT
gs-2531	54	1	the	the	DET
gs-2531	54	2	above	above	ADJ
gs-2531	54	3	mentioned	mention	VERB
gs-2531	54	4	fact	fact	NOUN
gs-2531	54	5	improves	improve	VERB
gs-2531	54	6	the	the	DET
gs-2531	54	7	program	program	NOUN
gs-2531	54	8	's	's	PART
gs-2531	54	9	efficiency	efficiency	NOUN
gs-2531	54	10	.	.	PUNCT
gs-2531	55	1			X
gs-2531	55	2	expansion	expansion	NOUN
gs-2531	55	3	-	-	PUNCT
gs-2531	55	4	represents	represent	VERB
gs-2531	55	5	the	the	DET
gs-2531	55	6	ability	ability	NOUN
gs-2531	55	7	of	of	ADP
gs-2531	55	8	the	the	DET
gs-2531	55	9	system	system	NOUN
gs-2531	55	10	to	to	PART
gs-2531	55	11	integrate	integrate	VERB
gs-2531	55	12	and	and	CCONJ
gs-2531	55	13	improve	improve	VERB
gs-2531	55	14	.	.	PUNCT
gs-2531	56	1	system	system	NOUN
gs-2531	56	2	integration	integration	NOUN
gs-2531	56	3	can	can	AUX
gs-2531	56	4	be	be	AUX
gs-2531	56	5	achieved	achieve	VERB
gs-2531	56	6	through	through	ADP
gs-2531	56	7	various	various	ADJ
gs-2531	56	8	means	mean	NOUN
gs-2531	56	9	.	.	PUNCT
gs-2531	57	1	for	for	ADP
gs-2531	57	2	example	example	NOUN
gs-2531	57	3	,	,	PUNCT
gs-2531	57	4	increasing	increase	VERB
gs-2531	57	5	the	the	DET
gs-2531	57	6	size	size	NOUN
gs-2531	57	7	of	of	ADP
gs-2531	57	8	the	the	DET
gs-2531	57	9	database	database	NOUN
gs-2531	57	10	in	in	ADP
gs-2531	57	11	the	the	DET
gs-2531	57	12	knowledge	knowledge	NOUN
gs-2531	57	13	base	base	NOUN
gs-2531	57	14	for	for	ADP
gs-2531	57	15	the	the	DET
gs-2531	57	16	purpose	purpose	NOUN
gs-2531	57	17	of	of	ADP
gs-2531	57	18	adding	add	VERB
gs-2531	57	19	data	datum	NOUN
gs-2531	57	20	,	,	PUNCT
gs-2531	57	21	which	which	PRON
gs-2531	57	22	will	will	AUX
gs-2531	57	23	be	be	AUX
gs-2531	57	24	accessible	accessible	ADJ
gs-2531	57	25	to	to	ADP
gs-2531	57	26	external	external	ADJ
gs-2531	57	27	programs	program	NOUN
gs-2531	57	28	.	.	PUNCT
gs-2531	58	1			PRON
gs-2531	58	2	support	support	NOUN
gs-2531	58	3	-	-	PUNCT
gs-2531	58	4	refers	refer	VERB
gs-2531	58	5	to	to	ADP
gs-2531	58	6	customer	customer	NOUN
gs-2531	58	7	support	support	NOUN
gs-2531	58	8	in	in	ADP
gs-2531	58	9	the	the	DET
gs-2531	58	10	context	context	NOUN
gs-2531	58	11	of	of	ADP
gs-2531	58	12	the	the	DET
gs-2531	58	13	sale	sale	NOUN
gs-2531	58	14	of	of	ADP
gs-2531	58	15	programming	programming	NOUN
gs-2531	58	16	languages	language	NOUN
gs-2531	58	17	.	.	PUNCT
gs-2531	59	1	in	in	ADP
gs-2531	59	2	cases	case	NOUN
gs-2531	59	3	of	of	ADP
gs-2531	59	4	need	need	NOUN
gs-2531	59	5	,	,	PUNCT
gs-2531	59	6	it	it	PRON
gs-2531	59	7	includes	include	VERB
gs-2531	59	8	communication	communication	NOUN
gs-2531	59	9	with	with	ADP
gs-2531	59	10	customers	customer	NOUN
gs-2531	59	11	,	,	PUNCT
gs-2531	59	12	encompassing	encompass	VERB
gs-2531	59	13	telephone	telephone	NOUN
gs-2531	59	14	calls	call	NOUN
gs-2531	59	15	,	,	PUNCT
gs-2531	59	16	training	training	NOUN
gs-2531	59	17	sessions	session	NOUN
gs-2531	59	18	,	,	PUNCT
gs-2531	59	19	and	and	CCONJ
gs-2531	59	20	consultations	consultation	NOUN
gs-2531	59	21	.	.	PUNCT
gs-2531	60	1			PRON
gs-2531	60	2	portability	portability	NOUN
gs-2531	60	3	-	-	PUNCT
gs-2531	60	4	this	this	DET
gs-2531	60	5	term	term	NOUN
gs-2531	60	6	refers	refer	VERB
gs-2531	60	7	to	to	ADP
gs-2531	60	8	the	the	DET
gs-2531	60	9	duration	duration	NOUN
gs-2531	60	10	of	of	ADP
gs-2531	60	11	product	product	NOUN
gs-2531	60	12	functionality	functionality	NOUN
gs-2531	60	13	and	and	CCONJ
gs-2531	60	14	the	the	DET
gs-2531	60	15	technicality	technicality	NOUN
gs-2531	60	16	of	of	ADP
gs-2531	60	17	its	its	PRON
gs-2531	60	18	delivery	delivery	NOUN
gs-2531	60	19	.	.	PUNCT
gs-2531	61	1	for	for	ADP
gs-2531	61	2	example	example	NOUN
gs-2531	61	3	,	,	PUNCT
gs-2531	61	4	if	if	SCONJ
gs-2531	61	5	a	a	DET
gs-2531	61	6	product	product	NOUN
gs-2531	61	7	is	be	AUX
gs-2531	61	8	designed	design	VERB
gs-2531	61	9	for	for	ADP
gs-2531	61	10	a	a	DET
gs-2531	61	11	specific	specific	ADJ
gs-2531	61	12	type	type	NOUN
gs-2531	61	13	of	of	ADP
gs-2531	61	14	machinery	machinery	NOUN
gs-2531	61	15	production	production	NOUN
gs-2531	61	16	,	,	PUNCT
gs-2531	61	17	it	it	PRON
gs-2531	61	18	will	will	AUX
gs-2531	61	19	never	never	ADV
gs-2531	61	20	be	be	AUX
gs-2531	61	21	a	a	DET
gs-2531	61	22	portable	portable	ADJ
gs-2531	61	23	system	system	NOUN
gs-2531	61	24	.	.	PUNCT
gs-2531	62	1			NOUN
gs-2531	62	2	reliability	reliability	NOUN
gs-2531	62	3	-	-	PUNCT
gs-2531	62	4	the	the	DET
gs-2531	62	5	reliability	reliability	NOUN
gs-2531	62	6	of	of	ADP
gs-2531	62	7	software	software	NOUN
gs-2531	62	8	is	be	AUX
gs-2531	62	9	determined	determine	VERB
gs-2531	62	10	by	by	ADP
gs-2531	62	11	the	the	DET
gs-2531	62	12	duration	duration	NOUN
gs-2531	62	13	during	during	ADP
gs-2531	62	14	which	which	PRON
gs-2531	62	15	developers	developer	NOUN
gs-2531	62	16	have	have	AUX
gs-2531	62	17	used	use	VERB
gs-2531	62	18	and	and	CCONJ
gs-2531	62	19	tested	test	VERB
gs-2531	62	20	it	it	PRON
gs-2531	62	21	.	.	PUNCT
gs-2531	63	1	the	the	PRON
gs-2531	63	2	longer	long	ADJ
gs-2531	63	3	the	the	DET
gs-2531	63	4	period	period	NOUN
gs-2531	63	5	,	,	PUNCT
gs-2531	63	6	the	the	PRON
gs-2531	63	7	higher	high	ADJ
gs-2531	63	8	the	the	DET
gs-2531	63	9	level	level	NOUN
gs-2531	63	10	of	of	ADP
gs-2531	63	11	reliability	reliability	NOUN
gs-2531	63	12	.	.	PUNCT
gs-2531	64	1	reliability	reliability	NOUN
gs-2531	64	2	portability	portability	NOUN
gs-2531	64	3	support	support	NOUN
gs-2531	64	4	expansion	expansion	NOUN
gs-2531	64	5	efficiency	efficiency	NOUN
gs-2531	64	6	simplicity	simplicity	NOUN
gs-2531	64	7	flexibility	flexibility	NOUN
gs-2531	64	8	georgian	georgian	PROPN
gs-2531	64	9	scientists/ქართველი	scientists/ქართველი	NOUN
gs-2531	64	10	მეცნიერები	მეცნიერები	NOUN
gs-2531	64	11	ტ.	ტ.	VERB
gs-2531	64	12	6	6	NUM
gs-2531	64	13	n	n	NUM
gs-2531	64	14	1	1	NUM
gs-2531	64	15	,	,	PUNCT
gs-2531	64	16	2024	2024	NUM
gs-2531	64	17	30	30	NUM
gs-2531	64	18	classification	classification	NOUN
gs-2531	64	19	of	of	ADP
gs-2531	64	20	knowledge	knowledge	NOUN
gs-2531	64	21	management	management	NOUN
gs-2531	64	22	system	system	NOUN
gs-2531	64	23	tools	tool	NOUN
gs-2531	64	24	:	:	PUNCT
gs-2531	64	25	programing	program	VERB
gs-2531	64	26	language	language	NOUN
gs-2531	64	27	java	java	NOUN
gs-2531	64	28	is	be	AUX
gs-2531	64	29	used	use	VERB
gs-2531	64	30	as	as	ADP
gs-2531	64	31	a	a	DET
gs-2531	64	32	programing	programing	NOUN
gs-2531	64	33	language	language	NOUN
gs-2531	64	34	in	in	ADP
gs-2531	64	35	the	the	DET
gs-2531	64	36	knowledge	knowledge	NOUN
gs-2531	64	37	management	management	NOUN
gs-2531	64	38	system	system	NOUN
gs-2531	64	39	,	,	PUNCT
gs-2531	64	40	which	which	PRON
gs-2531	64	41	gives	give	VERB
gs-2531	64	42	ability	ability	NOUN
gs-2531	64	43	to	to	PART
gs-2531	64	44	develop	develop	VERB
gs-2531	64	45	system	system	NOUN
gs-2531	64	46	's	's	PART
gs-2531	64	47	capability	capability	NOUN
gs-2531	64	48	for	for	ADP
gs-2531	64	49	effective	effective	ADJ
gs-2531	64	50	knowledge	knowledge	NOUN
gs-2531	64	51	management	management	NOUN
gs-2531	64	52	.	.	PUNCT
gs-2531	65	1	programming	programming	NOUN
gs-2531	65	2	languages	language	NOUN
gs-2531	65	3	have	have	VERB
gs-2531	65	4	advantages	advantage	NOUN
gs-2531	65	5	and	and	CCONJ
gs-2531	65	6	disadvantages	disadvantage	NOUN
gs-2531	65	7	.	.	PUNCT
gs-2531	66	1	its	its	PRON
gs-2531	66	2	advantage	advantage	NOUN
gs-2531	66	3	is	be	AUX
gs-2531	66	4	the	the	DET
gs-2531	66	5	wide	wide	ADJ
gs-2531	66	6	use	use	NOUN
gs-2531	66	7	of	of	ADP
gs-2531	66	8	this	this	DET
gs-2531	66	9	language	language	NOUN
gs-2531	66	10	.	.	PUNCT
gs-2531	67	1	moreover	moreover	ADV
gs-2531	67	2	,	,	PUNCT
gs-2531	67	3	it	it	PRON
gs-2531	67	4	is	be	AUX
gs-2531	67	5	easy	easy	ADJ
gs-2531	67	6	to	to	PART
gs-2531	67	7	understand	understand	VERB
gs-2531	67	8	,	,	PUNCT
gs-2531	67	9	while	while	SCONJ
gs-2531	67	10	its	its	PRON
gs-2531	67	11	limitation	limitation	NOUN
gs-2531	67	12	lies	lie	VERB
gs-2531	67	13	in	in	ADP
gs-2531	67	14	the	the	DET
gs-2531	67	15	facilitator	facilitator	NOUN
gs-2531	67	16	's	's	PART
gs-2531	67	17	inability	inability	NOUN
gs-2531	67	18	to	to	PART
gs-2531	67	19	incorporate	incorporate	VERB
gs-2531	67	20	additional	additional	ADJ
gs-2531	67	21	functions	function	NOUN
gs-2531	67	22	,	,	PUNCT
gs-2531	67	23	such	such	ADJ
gs-2531	67	24	as	as	ADP
gs-2531	67	25	rules	rule	NOUN
gs-2531	67	26	,	,	PUNCT
gs-2531	67	27	preferred	preferred	ADJ
gs-2531	67	28	forms	form	NOUN
gs-2531	67	29	,	,	PUNCT
gs-2531	67	30	rule	rule	NOUN
gs-2531	67	31	modifications	modification	NOUN
gs-2531	67	32	,	,	PUNCT
gs-2531	67	33	and	and	CCONJ
gs-2531	67	34	similar	similar	ADJ
gs-2531	67	35	features	feature	NOUN
gs-2531	67	36	.	.	PUNCT
gs-2531	68	1	to	to	PART
gs-2531	68	2	create	create	VERB
gs-2531	68	3	uncomplicated	uncomplicated	ADJ
gs-2531	68	4	knowledge	knowledge	NOUN
gs-2531	68	5	-	-	PUNCT
gs-2531	68	6	based	base	VERB
gs-2531	68	7	systems	system	NOUN
gs-2531	68	8	suitable	suitable	ADJ
gs-2531	68	9	for	for	ADP
gs-2531	68	10	use	use	NOUN
gs-2531	68	11	as	as	ADP
gs-2531	68	12	programming	programming	NOUN
gs-2531	68	13	languages	language	NOUN
gs-2531	68	14	,	,	PUNCT
gs-2531	68	15	it	it	PRON
gs-2531	68	16	is	be	AUX
gs-2531	68	17	essential	essential	ADJ
gs-2531	68	18	to	to	PART
gs-2531	68	19	incorporate	incorporate	VERB
gs-2531	68	20	functions	function	NOUN
gs-2531	68	21	like	like	ADP
gs-2531	68	22	if	if	SCONJ
gs-2531	68	23	,	,	PUNCT
gs-2531	68	24	then	then	ADV
gs-2531	68	25	,	,	PUNCT
gs-2531	68	26	and	and	CCONJ
gs-2531	68	27	others	other	NOUN
gs-2531	69	1	[	[	PUNCT
gs-2531	69	2	6	6	NUM
gs-2531	69	3	-	-	SYM
gs-2531	69	4	7	7	NUM
gs-2531	69	5	-	-	SYM
gs-2531	69	6	8	8	NUM
gs-2531	69	7	]	]	PUNCT
gs-2531	69	8	.	.	PUNCT
gs-2531	70	1	if	if	SCONJ
gs-2531	70	2	-	-	PUNCT
gs-2531	70	3	then	then	ADV
gs-2531	70	4	rules	rule	NOUN
gs-2531	70	5	encompass	encompass	VERB
gs-2531	70	6	autonomous	autonomous	ADJ
gs-2531	70	7	rules	rule	NOUN
gs-2531	70	8	for	for	ADP
gs-2531	70	9	knowledge	knowledge	NOUN
gs-2531	70	10	components	component	NOUN
gs-2531	70	11	,	,	PUNCT
gs-2531	70	12	modal	modal	NOUN
gs-2531	70	13	and	and	CCONJ
gs-2531	70	14	minor	minor	ADJ
gs-2531	70	15	comparisons	comparison	NOUN
gs-2531	70	16	.	.	PUNCT
gs-2531	71	1	this	this	PRON
gs-2531	71	2	allows	allow	VERB
gs-2531	71	3	for	for	ADP
gs-2531	71	4	the	the	DET
gs-2531	71	5	removal	removal	NOUN
gs-2531	71	6	of	of	ADP
gs-2531	71	7	outdated	outdated	ADJ
gs-2531	71	8	rules	rule	NOUN
gs-2531	71	9	and	and	CCONJ
gs-2531	71	10	the	the	DET
gs-2531	71	11	addition	addition	NOUN
gs-2531	71	12	of	of	ADP
gs-2531	71	13	new	new	ADJ
gs-2531	71	14	ones	one	NOUN
gs-2531	71	15	.	.	PUNCT
gs-2531	72	1	various	various	ADJ
gs-2531	72	2	types	type	NOUN
gs-2531	72	3	of	of	ADP
gs-2531	72	4	knowledge	knowledge	NOUN
gs-2531	72	5	representation	representation	NOUN
gs-2531	72	6	logics	logic	NOUN
gs-2531	72	7	are	be	AUX
gs-2531	72	8	utilized	utilize	VERB
gs-2531	72	9	,	,	PUNCT
gs-2531	72	10	including	include	VERB
gs-2531	72	11	:	:	PUNCT
gs-2531	72	12	1	1	X
gs-2531	72	13	.	.	X
gs-2531	72	14	propositional	propositional	ADJ
gs-2531	72	15	logic	logic	NOUN
gs-2531	72	16	(	(	PUNCT
gs-2531	72	17	pl	pl	NOUN
gs-2531	72	18	):	):	PUNCT
gs-2531	72	19	represents	represent	VERB
gs-2531	72	20	knowledge	knowledge	NOUN
gs-2531	72	21	using	use	VERB
gs-2531	72	22	simple	simple	ADJ
gs-2531	72	23	propositions	proposition	NOUN
gs-2531	72	24	and	and	CCONJ
gs-2531	72	25	logical	logical	ADJ
gs-2531	72	26	connectives	connective	NOUN
gs-2531	72	27	.	.	PUNCT
gs-2531	73	1	2	2	X
gs-2531	73	2	.	.	X
gs-2531	73	3	first	first	ADJ
gs-2531	73	4	-	-	PUNCT
gs-2531	73	5	order	order	NOUN
gs-2531	73	6	logic	logic	NOUN
gs-2531	73	7	(	(	PUNCT
gs-2531	73	8	fol	fol	NOUN
gs-2531	73	9	):	):	PUNCT
gs-2531	73	10	allows	allow	VERB
gs-2531	73	11	the	the	DET
gs-2531	73	12	representation	representation	NOUN
gs-2531	73	13	of	of	ADP
gs-2531	73	14	complex	complex	ADJ
gs-2531	73	15	relationships	relationship	NOUN
gs-2531	73	16	using	use	VERB
gs-2531	73	17	variables	variable	NOUN
gs-2531	73	18	,	,	PUNCT
gs-2531	73	19	quantifiers	quantifier	NOUN
gs-2531	73	20	,	,	PUNCT
gs-2531	73	21	and	and	CCONJ
gs-2531	73	22	predicates	predicate	NOUN
gs-2531	73	23	.	.	PUNCT
gs-2531	74	1	3	3	X
gs-2531	74	2	.	.	X
gs-2531	74	3	higher	high	ADJ
gs-2531	74	4	-	-	PUNCT
gs-2531	74	5	order	order	NOUN
gs-2531	74	6	logic	logic	NOUN
gs-2531	74	7	(	(	PUNCT
gs-2531	74	8	hol	hol	NOUN
gs-2531	74	9	):	):	PUNCT
gs-2531	74	10	extends	extend	VERB
gs-2531	74	11	first	first	ADJ
gs-2531	74	12	-	-	PUNCT
gs-2531	74	13	order	order	NOUN
gs-2531	74	14	logic	logic	NOUN
gs-2531	74	15	by	by	ADP
gs-2531	74	16	allowing	allow	VERB
gs-2531	74	17	quantification	quantification	NOUN
gs-2531	74	18	over	over	ADP
gs-2531	74	19	functions	function	NOUN
gs-2531	74	20	and	and	CCONJ
gs-2531	74	21	predicates	predicate	NOUN
gs-2531	74	22	.	.	PUNCT
gs-2531	75	1	4	4	X
gs-2531	75	2	.	.	X
gs-2531	75	3	modal	modal	ADJ
gs-2531	75	4	logic	logic	NOUN
gs-2531	75	5	:	:	PUNCT
gs-2531	75	6	incorporates	incorporate	VERB
gs-2531	75	7	modalities	modality	NOUN
gs-2531	75	8	such	such	ADJ
gs-2531	75	9	as	as	ADP
gs-2531	75	10	necessity	necessity	NOUN
gs-2531	75	11	and	and	CCONJ
gs-2531	75	12	possibility	possibility	NOUN
gs-2531	75	13	to	to	PART
gs-2531	75	14	express	express	VERB
gs-2531	75	15	knowledge	knowledge	NOUN
gs-2531	75	16	about	about	ADP
gs-2531	75	17	necessity	necessity	NOUN
gs-2531	75	18	and	and	CCONJ
gs-2531	75	19	contingency	contingency	NOUN
gs-2531	75	20	.	.	PUNCT
gs-2531	76	1	5	5	X
gs-2531	76	2	.	.	X
gs-2531	76	3	fuzzy	fuzzy	ADJ
gs-2531	76	4	logic	logic	NOUN
gs-2531	76	5	:	:	PUNCT
gs-2531	76	6	handles	handle	VERB
gs-2531	76	7	uncertainty	uncertainty	NOUN
gs-2531	76	8	and	and	CCONJ
gs-2531	76	9	imprecision	imprecision	NOUN
gs-2531	76	10	by	by	ADP
gs-2531	76	11	allowing	allow	VERB
gs-2531	76	12	degrees	degree	NOUN
gs-2531	76	13	of	of	ADP
gs-2531	76	14	truth	truth	NOUN
gs-2531	76	15	between	between	ADP
gs-2531	76	16	0	0	NUM
gs-2531	76	17	and	and	CCONJ
gs-2531	76	18	1	1	NUM
gs-2531	76	19	.	.	NOUN
gs-2531	76	20	6	6	NUM
gs-2531	76	21	.	.	PUNCT
gs-2531	76	22	multivalued	multivalued	ADJ
gs-2531	76	23	logic	logic	NOUN
gs-2531	76	24	:	:	PUNCT
gs-2531	76	25	represents	represent	VERB
gs-2531	76	26	knowledge	knowledge	NOUN
gs-2531	76	27	with	with	ADP
gs-2531	76	28	more	more	ADJ
gs-2531	76	29	than	than	ADP
gs-2531	76	30	two	two	NUM
gs-2531	76	31	truth	truth	NOUN
gs-2531	76	32	values	value	NOUN
gs-2531	76	33	,	,	PUNCT
gs-2531	76	34	accommodating	accommodate	VERB
gs-2531	76	35	situations	situation	NOUN
gs-2531	76	36	where	where	SCONJ
gs-2531	76	37	truth	truth	NOUN
gs-2531	76	38	is	be	AUX
gs-2531	76	39	not	not	PART
gs-2531	76	40	simply	simply	ADV
gs-2531	76	41	binary	binary	ADJ
gs-2531	76	42	.	.	PUNCT
gs-2531	77	1	7	7	X
gs-2531	77	2	.	.	PUNCT
gs-2531	77	3	temporal	temporal	ADJ
gs-2531	77	4	logic	logic	NOUN
gs-2531	77	5	:	:	PUNCT
gs-2531	77	6	deals	deal	NOUN
gs-2531	77	7	with	with	ADP
gs-2531	77	8	the	the	DET
gs-2531	77	9	representation	representation	NOUN
gs-2531	77	10	of	of	ADP
gs-2531	77	11	time	time	NOUN
gs-2531	77	12	-	-	PUNCT
gs-2531	77	13	dependent	dependent	ADJ
gs-2531	77	14	knowledge	knowledge	NOUN
gs-2531	77	15	and	and	CCONJ
gs-2531	77	16	events	event	NOUN
gs-2531	77	17	.	.	PUNCT
gs-2531	78	1	8	8	X
gs-2531	78	2	.	.	X
gs-2531	78	3	description	description	NOUN
gs-2531	78	4	logics	logic	NOUN
gs-2531	78	5	(	(	PUNCT
gs-2531	78	6	dl	dl	INTJ
gs-2531	78	7	):	):	PUNCT
gs-2531	78	8	focuses	focus	VERB
gs-2531	78	9	on	on	ADP
gs-2531	78	10	representing	represent	VERB
gs-2531	78	11	structured	structured	ADJ
gs-2531	78	12	knowledge	knowledge	NOUN
gs-2531	78	13	with	with	ADP
gs-2531	78	14	a	a	DET
gs-2531	78	15	focus	focus	NOUN
gs-2531	78	16	on	on	ADP
gs-2531	78	17	taxonomy	taxonomy	NOUN
gs-2531	78	18	and	and	CCONJ
gs-2531	78	19	classification	classification	NOUN
gs-2531	78	20	.	.	PUNCT
gs-2531	79	1	9	9	X
gs-2531	79	2	.	.	X
gs-2531	79	3	frame	frame	NOUN
gs-2531	79	4	-	-	PUNCT
gs-2531	79	5	based	base	VERB
gs-2531	79	6	representation	representation	NOUN
gs-2531	79	7	:	:	PUNCT
gs-2531	79	8	uses	use	VERB
gs-2531	79	9	frames	frame	NOUN
gs-2531	79	10	or	or	CCONJ
gs-2531	79	11	semantic	semantic	ADJ
gs-2531	79	12	networks	network	NOUN
gs-2531	79	13	to	to	PART
gs-2531	79	14	represent	represent	VERB
gs-2531	79	15	knowledge	knowledge	NOUN
gs-2531	79	16	with	with	ADP
gs-2531	79	17	structured	structured	ADJ
gs-2531	79	18	frames	frame	NOUN
gs-2531	79	19	containing	contain	VERB
gs-2531	79	20	attributes	attribute	NOUN
gs-2531	79	21	and	and	CCONJ
gs-2531	79	22	values	value	NOUN
gs-2531	79	23	.	.	PUNCT
gs-2531	80	1	10	10	NUM
gs-2531	80	2	.	.	PUNCT
gs-2531	80	3	rule	rule	NOUN
gs-2531	80	4	-	-	PUNCT
gs-2531	80	5	based	base	VERB
gs-2531	80	6	systems	system	NOUN
gs-2531	80	7	:	:	PUNCT
gs-2531	80	8	represent	represent	VERB
gs-2531	80	9	knowledge	knowledge	NOUN
gs-2531	80	10	through	through	ADP
gs-2531	80	11	a	a	DET
gs-2531	80	12	set	set	NOUN
gs-2531	80	13	of	of	ADP
gs-2531	80	14	if	if	SCONJ
gs-2531	80	15	-	-	PUNCT
gs-2531	80	16	then	then	ADV
gs-2531	80	17	rules	rule	VERB
gs-2531	80	18	that	that	PRON
gs-2531	80	19	define	define	VERB
gs-2531	80	20	relationships	relationship	NOUN
gs-2531	80	21	and	and	CCONJ
gs-2531	80	22	actions	action	NOUN
gs-2531	80	23	.	.	PUNCT
gs-2531	81	1	the	the	DET
gs-2531	81	2	stated	state	VERB
gs-2531	81	3	rules	rule	NOUN
gs-2531	81	4	enable	enable	VERB
gs-2531	81	5	the	the	DET
gs-2531	81	6	implementation	implementation	NOUN
gs-2531	81	7	of	of	ADP
gs-2531	81	8	a	a	DET
gs-2531	81	9	decision	decision	NOUN
gs-2531	81	10	support	support	NOUN
gs-2531	81	11	system	system	NOUN
gs-2531	81	12	within	within	ADP
gs-2531	81	13	the	the	DET
gs-2531	81	14	organization	organization	NOUN
gs-2531	81	15	,	,	PUNCT
gs-2531	81	16	enhancing	enhance	VERB
gs-2531	81	17	the	the	DET
gs-2531	81	18	speed	speed	NOUN
gs-2531	81	19	and	and	CCONJ
gs-2531	81	20	effectiveness	effectiveness	NOUN
gs-2531	81	21	of	of	ADP
gs-2531	81	22	managerial	managerial	ADJ
gs-2531	81	23	processes	process	NOUN
gs-2531	81	24	.	.	PUNCT
gs-2531	82	1	georgian	georgian	ADJ
gs-2531	82	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-2531	82	3	მეცნიერები	მეცნიერები	NOUN
gs-2531	82	4	ტ.	ტ.	VERB
gs-2531	82	5	6	6	NUM
gs-2531	82	6	n	n	NUM
gs-2531	82	7	1	1	NUM
gs-2531	82	8	,	,	PUNCT
gs-2531	82	9	2024	2024	NUM
gs-2531	82	10	31	31	NUM
gs-2531	82	11	conclusion	conclusion	NOUN
gs-2531	82	12	to	to	PART
gs-2531	82	13	summarize	summarize	VERB
gs-2531	82	14	formalization	formalization	NOUN
gs-2531	82	15	of	of	ADP
gs-2531	82	16	acquired	acquire	VERB
gs-2531	82	17	knowledge	knowledge	NOUN
gs-2531	82	18	plays	play	VERB
gs-2531	82	19	a	a	DET
gs-2531	82	20	crucial	crucial	ADJ
gs-2531	82	21	role	role	NOUN
gs-2531	82	22	in	in	ADP
gs-2531	82	23	enhancing	enhance	VERB
gs-2531	82	24	organizational	organizational	ADJ
gs-2531	82	25	management	management	NOUN
gs-2531	82	26	efficiency	efficiency	NOUN
gs-2531	82	27	.	.	PUNCT
gs-2531	83	1	effectively	effectively	ADV
gs-2531	83	2	addressing	address	VERB
gs-2531	83	3	specific	specific	ADJ
gs-2531	83	4	tasks	task	NOUN
gs-2531	83	5	often	often	ADV
gs-2531	83	6	requires	require	VERB
gs-2531	83	7	tapping	tap	VERB
gs-2531	83	8	into	into	ADP
gs-2531	83	9	the	the	DET
gs-2531	83	10	comprehensive	comprehensive	ADJ
gs-2531	83	11	knowledge	knowledge	NOUN
gs-2531	83	12	possessed	possess	VERB
gs-2531	83	13	by	by	ADP
gs-2531	83	14	experienced	experienced	ADJ
gs-2531	83	15	employees	employee	NOUN
gs-2531	83	16	.	.	PUNCT
gs-2531	84	1	therefore	therefore	ADV
gs-2531	84	2	,	,	PUNCT
gs-2531	84	3	it	it	PRON
gs-2531	84	4	is	be	AUX
gs-2531	84	5	important	important	ADJ
gs-2531	84	6	to	to	PART
gs-2531	84	7	integrate	integrate	VERB
gs-2531	84	8	a	a	DET
gs-2531	84	9	decision	decision	NOUN
gs-2531	84	10	support	support	NOUN
gs-2531	84	11	system	system	NOUN
gs-2531	84	12	that	that	PRON
gs-2531	84	13	encompasses	encompass	VERB
gs-2531	84	14	all	all	DET
gs-2531	84	15	types	type	NOUN
gs-2531	84	16	and	and	CCONJ
gs-2531	84	17	stages	stage	NOUN
gs-2531	84	18	of	of	ADP
gs-2531	84	19	management	management	NOUN
gs-2531	84	20	.	.	PUNCT
gs-2531	85	1	regardless	regardless	ADV
gs-2531	85	2	of	of	ADP
gs-2531	85	3	the	the	DET
gs-2531	85	4	type	type	NOUN
gs-2531	85	5	of	of	ADP
gs-2531	85	6	organization	organization	NOUN
gs-2531	85	7	,	,	PUNCT
gs-2531	85	8	the	the	DET
gs-2531	85	9	system	system	NOUN
gs-2531	85	10	of	of	ADP
gs-2531	85	11	using	use	VERB
gs-2531	85	12	tools	tool	NOUN
gs-2531	85	13	simplifies	simplifie	NOUN
gs-2531	85	14	the	the	DET
gs-2531	85	15	formalization	formalization	NOUN
gs-2531	85	16	and	and	CCONJ
gs-2531	85	17	representation	representation	NOUN
gs-2531	85	18	of	of	ADP
gs-2531	85	19	its	its	PRON
gs-2531	85	20	knowledge	knowledge	NOUN
gs-2531	85	21	,	,	PUNCT
gs-2531	85	22	which	which	PRON
gs-2531	85	23	forms	form	VERB
gs-2531	85	24	the	the	DET
gs-2531	85	25	basis	basis	NOUN
gs-2531	85	26	for	for	ADP
gs-2531	85	27	fast	fast	ADJ
gs-2531	85	28	and	and	CCONJ
gs-2531	85	29	efficient	efficient	ADJ
gs-2531	85	30	management	management	NOUN
gs-2531	85	31	.	.	PUNCT
gs-2531	86	1	references	reference	NOUN
gs-2531	86	2	:	:	PUNCT
gs-2531	86	3	1	1	NUM
gs-2531	86	4	)	)	PUNCT
gs-2531	86	5	tamar	tamar	PROPN
gs-2531	86	6	bitchikashvili	bitchikashvili	PROPN
gs-2531	86	7	,	,	PUNCT
gs-2531	86	8	liliy	liliy	ADJ
gs-2531	86	9	petriashvili	petriashvili	NOUN
gs-2531	86	10	,	,	PUNCT
gs-2531	86	11	and	and	CCONJ
gs-2531	86	12	luka	luka	PROPN
gs-2531	86	13	kavtelishvili	kavtelishvili	PROPN
gs-2531	86	14	jang	jang	PROPN
gs-2531	86	15	.	.	PUNCT
gs-2531	86	16	2023	2023	NUM
gs-2531	86	17	.	.	PUNCT
gs-2531	87	1	“	"	PUNCT
gs-2531	87	2	digitalization	digitalization	NOUN
gs-2531	87	3	of	of	ADP
gs-2531	87	4	management	management	NOUN
gs-2531	87	5	of	of	ADP
gs-2531	87	6	a	a	DET
gs-2531	87	7	higher	high	ADJ
gs-2531	87	8	educational	educational	ADJ
gs-2531	87	9	institution	institution	NOUN
gs-2531	87	10	,	,	PUNCT
gs-2531	87	11	national	national	ADJ
gs-2531	87	12	and	and	CCONJ
gs-2531	87	13	international	international	ADJ
gs-2531	87	14	challenges	challenge	NOUN
gs-2531	87	15	and	and	CCONJ
gs-2531	87	16	ways	way	NOUN
gs-2531	87	17	of	of	ADP
gs-2531	87	18	solution	solution	NOUN
gs-2531	87	19	”	"	PUNCT
gs-2531	87	20	.	.	PUNCT
gs-2531	88	1	world	world	NOUN
gs-2531	88	2	science	science	PROPN
gs-2531	88	3	,	,	PUNCT
gs-2531	88	4	no	no	INTJ
gs-2531	88	5	.	.	NOUN
gs-2531	88	6	3(81	3(81	NUM
gs-2531	88	7	)	)	PUNCT
gs-2531	88	8	(	(	PUNCT
gs-2531	88	9	september	september	PROPN
gs-2531	88	10	)	)	PUNCT
gs-2531	88	11	.	.	PUNCT
gs-2531	89	1	https://doi.org/10.31435/rsglobal_ws/30092023/8032	https://doi.org/10.31435/rsglobal_ws/30092023/8032	NOUN
gs-2531	90	1	2	2	X
gs-2531	90	2	)	)	PUNCT
gs-2531	90	3	doborjginidze	doborjginidze	NOUN
gs-2531	90	4	g.	g.	NOUN
gs-2531	90	5	,	,	PUNCT
gs-2531	90	6	petriashvili	petriashvili	PROPN
gs-2531	90	7	l.	l.	PROPN
gs-2531	90	8	(	(	PUNCT
gs-2531	90	9	2020	2020	NUM
gs-2531	90	10	)	)	PUNCT
gs-2531	90	11	“	"	PUNCT
gs-2531	90	12	improving	improve	VERB
gs-2531	90	13	efficiency	efficiency	NOUN
gs-2531	90	14	of	of	ADP
gs-2531	90	15	inventory	inventory	NOUN
gs-2531	90	16	identification	identification	NOUN
gs-2531	90	17	system	system	NOUN
gs-2531	90	18	”	"	PUNCT
gs-2531	90	19	european	european	PROPN
gs-2531	90	20	science	science	PROPN
gs-2531	90	21	review	review	PROPN
gs-2531	90	22	,	,	PUNCT
gs-2531	90	23	issue	issue	NOUN
gs-2531	90	24	1	1	NUM
gs-2531	90	25	-	-	SYM
gs-2531	90	26	2	2	NUM
gs-2531	90	27	.	.	PUNCT
gs-2531	90	28	doi	doi	NOUN
gs-2531	90	29	:	:	PUNCT
gs-2531	90	30	https://doi.org/10.29013/esr-20-1.2-8488	https://doi.org/10.29013/esr-20-1.2-8488	PROPN
gs-2531	90	31	pages	page	NOUN
gs-2531	90	32	:	:	PUNCT
gs-2531	90	33	84	84	NUM
gs-2531	90	34	–	–	SYM
gs-2531	90	35	88	88	NUM
gs-2531	90	36	3	3	NUM
gs-2531	90	37	)	)	PUNCT
gs-2531	90	38	giorgi	giorgi	NOUN
gs-2531	90	39	doborjginidze	doborjginidze	PROPN
gs-2531	90	40	,	,	PUNCT
gs-2531	90	41	lily	lily	ADJ
gs-2531	90	42	petriashvili	petriashvili	NOUN
gs-2531	90	43	,	,	PUNCT
gs-2531	90	44	mariam	mariam	PROPN
gs-2531	90	45	inaishvili	inaishvili	PROPN
gs-2531	90	46	(	(	PUNCT
gs-2531	90	47	2021	2021	NUM
gs-2531	90	48	)	)	PUNCT
gs-2531	90	49	optimization	optimization	NOUN
gs-2531	90	50	of	of	ADP
gs-2531	90	51	inventory	inventory	NOUN
gs-2531	90	52	management	management	NOUN
gs-2531	90	53	in	in	ADP
gs-2531	90	54	the	the	DET
gs-2531	90	55	supply	supply	NOUN
gs-2531	90	56	chain	chain	NOUN
gs-2531	90	57	.	.	PUNCT
gs-2531	91	1	journal	journal	NOUN
gs-2531	91	2	of	of	ADP
gs-2531	91	3	communication	communication	NOUN
gs-2531	91	4	and	and	CCONJ
gs-2531	91	5	computer	computer	NOUN
gs-2531	91	6	,	,	PUNCT
gs-2531	91	7	david	david	PROPN
gs-2531	91	8	publishing	publishing	PROPN
gs-2531	91	9	company	company	NOUN
gs-2531	91	10	16	16	NUM
gs-2531	91	11	(	(	PUNCT
gs-2531	91	12	2021	2021	NUM
gs-2531	91	13	)	)	PUNCT
gs-2531	91	14	1	1	NUM
gs-2531	91	15	-	-	SYM
gs-2531	91	16	5	5	NUM
gs-2531	91	17	doi	doi	NOUN
gs-2531	91	18	:	:	PUNCT
gs-2531	91	19	https://doi.org/10.17265/1548-7709/2021.01.001	https://doi.org/10.17265/1548-7709/2021.01.001	NOUN
gs-2531	91	20	4	4	NUM
gs-2531	91	21	)	)	PUNCT
gs-2531	91	22	giorgi	giorgi	NOUN
gs-2531	91	23	doborjginidze	doborjginidze	PROPN
gs-2531	91	24	,	,	PUNCT
gs-2531	91	25	lily	lily	ADJ
gs-2531	91	26	petriashvili	petriashvili	NOUN
gs-2531	91	27	,	,	PUNCT
gs-2531	91	28	&	&	CCONJ
gs-2531	91	29	mariam	mariam	PROPN
gs-2531	91	30	inaishvili	inaishvili	PROPN
gs-2531	91	31	.	.	PUNCT
gs-2531	92	1	(	(	PUNCT
gs-2531	92	2	2020	2020	NUM
gs-2531	92	3	)	)	PUNCT
gs-2531	92	4	.	.	PUNCT
gs-2531	93	1	improve	improve	VERB
gs-2531	93	2	efficiency	efficiency	NOUN
gs-2531	93	3	and	and	CCONJ
gs-2531	93	4	reliability	reliability	NOUN
gs-2531	93	5	of	of	ADP
gs-2531	93	6	supply	supply	NOUN
gs-2531	93	7	chains	chain	NOUN
gs-2531	93	8	using	use	VERB
gs-2531	93	9	smart	smart	ADJ
gs-2531	93	10	contracts	contract	NOUN
gs-2531	93	11	.	.	PUNCT
gs-2531	94	1	international	international	PROPN
gs-2531	94	2	academy	academy	PROPN
gs-2531	94	3	journal	journal	PROPN
gs-2531	94	4	web	web	NOUN
gs-2531	94	5	of	of	ADP
gs-2531	94	6	scholar	scholar	NOUN
gs-2531	94	7	,	,	PUNCT
gs-2531	94	8	(	(	PUNCT
gs-2531	94	9	8(50	8(50	NUM
gs-2531	94	10	)	)	PUNCT
gs-2531	94	11	,	,	PUNCT
gs-2531	94	12	1	1	NUM
gs-2531	94	13	-	-	SYM
gs-2531	94	14	6	6	NUM
gs-2531	94	15	.	.	PUNCT
gs-2531	94	16	https://doi.org/10.31435/rsglobal_wos/30122020/7261	https://doi.org/10.31435/rsglobal_wos/30122020/7261	X
gs-2531	94	17	5	5	X
gs-2531	94	18	)	)	PUNCT
gs-2531	94	19	nona	nona	PROPN
gs-2531	94	20	otkhozoria	otkhozoria	PROPN
gs-2531	94	21	,	,	PUNCT
gs-2531	94	22	lily	lily	ADJ
gs-2531	94	23	petriashvili	petriashvili	NOUN
gs-2531	94	24	,	,	PUNCT
gs-2531	94	25	ani	ani	NOUN
gs-2531	94	26	kudukhashvili	kudukhashvili	NOUN
gs-2531	94	27	,	,	PUNCT
gs-2531	94	28	and	and	CCONJ
gs-2531	94	29	nino	nino	PROPN
gs-2531	94	30	kakhurashvili	kakhurashvili	NOUN
gs-2531	94	31	.	.	PUNCT
gs-2531	95	1	2023	2023	NUM
gs-2531	95	2	.	.	PUNCT
gs-2531	96	1	“	"	PUNCT
gs-2531	96	2	comparative	comparative	ADJ
gs-2531	96	3	analysis	analysis	NOUN
gs-2531	96	4	of	of	ADP
gs-2531	96	5	complex	complex	ADJ
gs-2531	96	6	information	information	NOUN
gs-2531	96	7	system	system	NOUN
gs-2531	96	8	testing	testing	NOUN
gs-2531	96	9	methods	method	NOUN
gs-2531	96	10	”	"	PUNCT
gs-2531	96	11	.	.	PUNCT
gs-2531	97	1	world	world	NOUN
gs-2531	97	2	science	science	PROPN
gs-2531	97	3	,	,	PUNCT
gs-2531	97	4	no	no	INTJ
gs-2531	97	5	.	.	PUNCT
gs-2531	97	6	4(82	4(82	NUM
gs-2531	97	7	)	)	PUNCT
gs-2531	97	8	(	(	PUNCT
gs-2531	97	9	november	november	PROPN
gs-2531	97	10	)	)	PUNCT
gs-2531	97	11	.	.	PUNCT
gs-2531	98	1	https://doi.org/10.31435/rsglobal_ws/30122023/8076	https://doi.org/10.31435/rsglobal_ws/30122023/8076	VERB
gs-2531	98	2	6	6	NUM
gs-2531	98	3	)	)	PUNCT
gs-2531	98	4	propositional	propositional	ADJ
gs-2531	98	5	logic	logic	NOUN
gs-2531	98	6	(	(	PUNCT
gs-2531	98	7	pl	pl	NOUN
gs-2531	98	8	):	):	PUNCT
gs-2531	98	9	represents	represent	VERB
gs-2531	98	10	knowledge	knowledge	NOUN
gs-2531	98	11	using	use	VERB
gs-2531	98	12	simple	simple	ADJ
gs-2531	98	13	propositions	proposition	NOUN
gs-2531	98	14	and	and	CCONJ
gs-2531	98	15	logical	logical	ADJ
gs-2531	98	16	connectives	connective	NOUN
gs-2531	98	17	.	.	PUNCT
gs-2531	99	1	7	7	X
gs-2531	99	2	)	)	PUNCT
gs-2531	99	3	first	first	ADJ
gs-2531	99	4	-	-	PUNCT
gs-2531	99	5	order	order	NOUN
gs-2531	99	6	logic	logic	NOUN
gs-2531	99	7	(	(	PUNCT
gs-2531	99	8	fol	fol	NOUN
gs-2531	99	9	):	):	PUNCT
gs-2531	99	10	allows	allow	VERB
gs-2531	99	11	the	the	DET
gs-2531	99	12	representation	representation	NOUN
gs-2531	99	13	of	of	ADP
gs-2531	99	14	complex	complex	ADJ
gs-2531	99	15	relationships	relationship	NOUN
gs-2531	99	16	using	use	VERB
gs-2531	99	17	variables	variable	NOUN
gs-2531	99	18	,	,	PUNCT
gs-2531	99	19	quantifiers	quantifier	NOUN
gs-2531	99	20	,	,	PUNCT
gs-2531	99	21	and	and	CCONJ
gs-2531	99	22	predicates	predicate	NOUN
gs-2531	99	23	.	.	PUNCT
gs-2531	100	1	8)	8)	NUM
gs-2531	100	2	higher	high	ADJ
gs-2531	100	3	-	-	PUNCT
gs-2531	100	4	order	order	NOUN
gs-2531	100	5	logic	logic	NOUN
gs-2531	100	6	(	(	PUNCT
gs-2531	100	7	hol	hol	NOUN
gs-2531	100	8	):	):	PUNCT
gs-2531	100	9	extends	extend	VERB
gs-2531	100	10	first	first	ADJ
gs-2531	100	11	-	-	PUNCT
gs-2531	100	12	order	order	NOUN
gs-2531	100	13	logic	logic	NOUN
gs-2531	100	14	by	by	ADP
gs-2531	100	15	allowing	allow	VERB
gs-2531	100	16	quantification	quantification	NOUN
gs-2531	100	17	over	over	ADP
gs-2531	100	18	functions	function	NOUN
gs-2531	100	19	and	and	CCONJ
gs-2531	100	20	predicates	predicate	NOUN
gs-2531	100	21	.	.	PUNCT
gs-2531	101	1	georgian	georgian	ADJ
gs-2531	101	2	scientists/ქართველი	scientists/ქართველი	PROPN
gs-2531	101	3	მეცნიერები	მეცნიერები	NOUN
gs-2531	101	4	ტ.	ტ.	VERB
gs-2531	101	5	6	6	NUM
gs-2531	101	6	n	n	NUM
gs-2531	101	7	1	1	NUM
gs-2531	101	8	,	,	PUNCT
gs-2531	101	9	2024	2024	NUM
gs-2531	101	10	32	32	NUM
gs-2531	101	11	ციფრული	ციფრული	PROPN
gs-2531	101	12	ცოდნის	ცოდნის	PROPN
gs-2531	101	13	ფორმალიზაცია	ფორმალიზაცია	PROPN
gs-2531	101	14	და	და	PROPN
gs-2531	101	15	მონაცემთა	მონაცემთა	NOUN
gs-2531	101	16	მენეჯმენტის	მენეჯმენტის	NOUN
gs-2531	102	1	თანამედროვე	თანამედროვე	PROPN
gs-2531	102	2	მიდგომები	მიდგომები	PROPN
gs-2531	102	3	ქეთევან	ქეთევან	ADJ
gs-2531	102	4	არევაძე	არევაძე	PROPN
gs-2531	102	5	საქართველოს	საქართველოს	NOUN
gs-2531	102	6	საზოგადოებრივ	საზოგადოებრივ	NOUN
gs-2531	102	7	საქმეთა	საქმეთა	PROPN
gs-2531	102	8	ინსტიტუტი	ინსტიტუტი	PROPN
gs-2531	102	9	gipa	gipa	PROPN
gs-2531	102	10	,	,	PUNCT
gs-2531	102	11	ასისტენტ	ასისტენტ	NOUN
gs-2531	102	12	პროფესორი	პროფესორი	NOUN
gs-2531	102	13	keteva.arevadze.3@gmail.com	keteva.arevadze.3@gmail.com	PROPN
gs-2531	102	14	აბსტრაქტი	აბსტრაქტი	NOUN
gs-2531	102	15	მართვის	მართვის	PROPN
gs-2531	102	16	თანამედროვე	თანამედროვე	PROPN
gs-2531	102	17	მიდგომები	მიდგომები	NOUN
gs-2531	102	18	ეფუძება	ეფუძება	PROPN
gs-2531	102	19	ორგანიზაციაში	ორგანიზაციაში	PROPN
gs-2531	102	20	დაგროვილი	დაგროვილი	PROPN
gs-2531	102	21	ცოდნის	ცოდნის	PROPN
gs-2531	102	22	ფორმალიზებას	ფორმალიზებას	VERB
gs-2531	102	23	და	და	PROPN
gs-2531	102	24	შემდგომში	შემდგომში	ADJ
gs-2531	102	25	გადაწყვეტილების	გადაწყვეტილების	ADV
gs-2531	102	26	მხარდამჭერი	მხარდამჭერი	ADJ
gs-2531	102	27	სისტემების	სისტემების	NOUN
gs-2531	102	28	დანერგვას.	დანერგვას.	NOUN
gs-2531	102	29	ორგანიზაციებში	ორგანიზაციებში	PROPN
gs-2531	102	30	დაგროვილი	დაგროვილი	PROPN
gs-2531	102	31	ცოდნის	ცოდნის	PROPN
gs-2531	102	32	ფორმალიზებისთვის	ფორმალიზებისთვის	PROPN
gs-2531	102	33	საჭიროა	საჭიროა	PROPN
gs-2531	102	34	განვიხილოთ	განვიხილოთ	PROPN
gs-2531	102	35	მონაცემთა	მონაცემთა	NOUN
gs-2531	102	36	ფორმალიზების	ფორმალიზების	PROPN
gs-2531	102	37	ფორმები.	ფორმები.	NOUN
gs-2531	102	38	ცოდნის	ცოდნის	PROPN
gs-2531	102	39	კარგი	კარგი	VERB
gs-2531	102	40	ბაზების	ბაზების	ADV
gs-2531	102	41	განსავითარებლად	განსავითარებლად	PROPN
gs-2531	102	42	საჭიროა	საჭიროა	PROPN
gs-2531	102	43	კარგი	კარგი	PROPN
gs-2531	102	44	ცოდნის	ცოდნის	PROPN
gs-2531	102	45	რეპრეზენტატორი.	რეპრეზენტატორი.	PROPN
gs-2531	102	46	განვიხილოთ	განვიხილოთ	PROPN
gs-2531	102	47	ცოდნის	ცოდნის	PROPN
gs-2531	102	48	რეპრეზენტირების	რეპრეზენტირების	ADJ
gs-2531	102	49	ასპექტები	ასპექტები	NOUN
gs-2531	102	50	სემანტიკური	სემანტიკური	PROPN
gs-2531	102	51	ვების	ვების	PROPN
gs-2531	102	52	მაგალითზე.	მაგალითზე.	PROPN
gs-2531	102	53	არსებობს	არსებობს	NOUN
gs-2531	102	54	მონაცემთა	მონაცემთა	VERB
gs-2531	102	55	შენახვის	შენახვის	NOUN
gs-2531	102	56	ზოგიერთი	ზოგიერთი	NOUN
gs-2531	102	57	გავრცელებული	გავრცელებული	NOUN
gs-2531	102	58	ხედვა.	ხედვა.	VERB
gs-2531	102	59	დოკუმენტთა	დოკუმენტთა	PROPN
gs-2531	102	60	სისტემა	სისტემა	ADV
gs-2531	102	61	,	,	PUNCT
gs-2531	102	62	საგანზე	საგანზე	NOUN
gs-2531	102	63	ორიენტირებული	ორიენტირებული	NOUN
gs-2531	102	64	მონაცემთა	მონაცემთა	NOUN
gs-2531	102	65	ბაზა	ბაზა	PROPN
gs-2531	102	66	,	,	PUNCT
gs-2531	102	67	რელაციური	რელაციური	PROPN
gs-2531	102	68	მონაცემთა	მონაცემთა	NOUN
gs-2531	102	69	ბაზა	ბაზა	PROPN
gs-2531	102	70	,	,	PUNCT
gs-2531	102	71	ობიექტ	ობიექტ	PROPN
gs-2531	102	72	რელაციური	რელაციური	PROPN
gs-2531	102	73	მონაცემთა	მონაცემთა	PROPN
gs-2531	102	74	ბაზა.	ბაზა.	NOUN
gs-2531	102	75	ცოდნის	ცოდნის	PROPN
gs-2531	102	76	მართვის	მართვის	PROPN
gs-2531	102	77	სისტემის	სისტემის	PROPN
gs-2531	102	78	პროგრამული	პროგრამული	PROPN
gs-2531	102	79	ენის	ენის	PROPN
gs-2531	102	80	შერჩევის	შერჩევის	PROPN
gs-2531	102	81	დროს	დროს	ADJ
gs-2531	102	82	გასათვალისწინებელია	გასათვალისწინებელია	NOUN
gs-2531	102	83	დამატებითი	დამატებითი	NOUN
gs-2531	102	84	კომპონენტები	კომპონენტები	NOUN
gs-2531	102	85	,	,	PUNCT
gs-2531	102	86	როგორიცაა	როგორიცაა	ADJ
gs-2531	102	87	:	:	PUNCT
gs-2531	102	88	მოქნილობა	მოქნილობა	PROPN
gs-2531	102	89	,	,	PUNCT
gs-2531	102	90	პროგრამის	პროგრამის	PROPN
gs-2531	102	91	გამოყენების	გამოყენების	PROPN
gs-2531	102	92	შესწავლის	შესწავლის	PROPN
gs-2531	102	93	სიმარტივე	სიმარტივე	PROPN
gs-2531	102	94	,	,	PUNCT
gs-2531	102	95	ეფექტურობა	ეფექტურობა	PROPN
gs-2531	102	96	,	,	PUNCT
gs-2531	102	97	გაფართოვება	გაფართოვება	PROPN
gs-2531	102	98	,	,	PUNCT
gs-2531	102	99	მხარდაჭერა	მხარდაჭერა	NUM
gs-2531	102	100	,	,	PUNCT
gs-2531	102	101	პორტაბელურობა	პორტაბელურობა	PROPN
gs-2531	102	102	და	და	PROPN
gs-2531	102	103	საიმედოობა.	საიმედოობა.	PROPN
gs-2531	102	104	ცოდნის	ცოდნის	PROPN
gs-2531	102	105	მართვის	მართვის	PROPN
gs-2531	102	106	სისტემის	სისტემის	NOUN
gs-2531	102	107	ინსტრუმენტების	ინსტრუმენტების	PROPN
gs-2531	102	108	კლასიფიკაციას	კლასიფიკაციას	NOUN
gs-2531	102	109	წარმოდგენს	წარმოდგენს	PROPN
gs-2531	102	110	:	:	PUNCT
gs-2531	102	111	წინადადების	წინადადების	PROPN
gs-2531	102	112	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	113	(	(	PUNCT
gs-2531	102	114	pl	pl	NOUN
gs-2531	102	115	)	)	PUNCT
gs-2531	102	116	,	,	PUNCT
gs-2531	102	117	პირველი	პირველი	PROPN
gs-2531	102	118	რიგის	რიგის	PROPN
gs-2531	102	119	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	120	(	(	PUNCT
gs-2531	102	121	fol	fol	NOUN
gs-2531	102	122	)	)	PUNCT
gs-2531	102	123	,	,	PUNCT
gs-2531	102	124	უმაღლესი	უმაღლესი	NOUN
gs-2531	102	125	რიგის	რიგის	ADJ
gs-2531	102	126	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	127	(	(	PUNCT
gs-2531	102	128	hol	hol	NOUN
gs-2531	102	129	)	)	PUNCT
gs-2531	102	130	,	,	PUNCT
gs-2531	102	131	მოდალური	მოდალური	PROPN
gs-2531	102	132	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	133	,	,	PUNCT
gs-2531	102	134	ბუნდოვანი	ბუნდოვანი	NOUN
gs-2531	102	135	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	136	,	,	PUNCT
gs-2531	102	137	მრავალმნიშვნელოვანი	მრავალმნიშვნელოვანი	VERB
gs-2531	102	138	ლოგიკა	ლოგიკა	ADJ
gs-2531	102	139	,	,	PUNCT
gs-2531	102	140	დროითი	დროითი	VERB
gs-2531	102	141	ლოგიკა	ლოგიკა	PROPN
gs-2531	102	142	,	,	PUNCT
gs-2531	102	143	აღწერითი	აღწერითი	NOUN
gs-2531	102	144	ლოგიკა	ლოგიკა	ADJ
gs-2531	102	145	(	(	PUNCT
gs-2531	102	146	dl	dl	PROPN
gs-2531	102	147	)	)	PUNCT
gs-2531	102	148	,	,	PUNCT
gs-2531	102	149	ჩარჩო	ჩარჩო	PROPN
gs-2531	102	150	და	და	PROPN
gs-2531	102	151	წესებზე	წესებზე	PROPN
gs-2531	102	152	დაფუძნებული	დაფუძნებული	PROPN
gs-2531	102	153	სისტემები.	სისტემები.	ADJ
gs-2531	102	154	ორგანიზაციის	ორგანიზაციის	PROPN
gs-2531	102	155	ტიპის	ტიპის	NOUN
gs-2531	102	156	მიუხედავად	მიუხედავად	NOUN
gs-2531	102	157	,	,	PUNCT
gs-2531	102	158	მრავალფეროვანი	მრავალფეროვანი	VERB
gs-2531	102	159	ინსტრუმენტების	ინსტრუმენტების	ADJ
gs-2531	102	160	მქონე	მქონე	ADV
gs-2531	102	161	სისტემა	სისტემა	ADV
gs-2531	102	162	ამარტივებს	ამარტივებს	PROPN
gs-2531	102	163	მისი	მისი	PROPN
gs-2531	102	164	ცოდნის	ცოდნის	PROPN
gs-2531	102	165	ფორმალიზებას	ფორმალიზებას	VERB
gs-2531	102	166	და	და	PROPN
gs-2531	102	167	რეპრეზენტირებას.	რეპრეზენტირებას.	ADJ
gs-2531	102	168	რაც	რაც	NOUN
gs-2531	102	169	საფუძვლეს	საფუძვლეს	VERB
gs-2531	102	170	ქმნის	ქმნის	PROPN
gs-2531	102	171	სწრაფი	სწრაფი	NOUN
gs-2531	102	172	და	და	PROPN
gs-2531	102	173	ეფექტური	ეფექტური	PROPN
gs-2531	102	174	მართვისთვის.	მართვისთვის.	VERB
gs-2531	102	175	საკვანძო	საკვანძო	PROPN
gs-2531	102	176	სიტყვები	სიტყვები	NOUN
gs-2531	102	177	:	:	PUNCT
gs-2531	102	178	ციფრული	ციფრული	PROPN
gs-2531	102	179	ცოდნა	ცოდნა	PROPN
gs-2531	102	180	,	,	PUNCT
gs-2531	102	181	ცოდნის	ცოდნის	PROPN
gs-2531	102	182	ფორმალიზება	ფორმალიზება	PROPN
gs-2531	102	183	,	,	PUNCT
gs-2531	102	184	ციფრული	ციფრული	PROPN
gs-2531	102	185	მართვა	მართვა	PROPN
gs-2531	102	186	,	,	PUNCT
gs-2531	102	187	ცოდნის	ცოდნის	PROPN
gs-2531	102	188	მართვის	მართვის	NOUN
gs-2531	102	189	სისტემა	სისტემა	ADV