³ñíèê Êðåìåí÷óöüêîãî íàö³îíàëüíîãî óí³âåðñèòåòó

³ìåí³ Ìèõàéëà Îñòðîãðàäñüêîãî

³ñíèê Êðåìåí÷óöüêîãî íàö³îíàëüíîãî óí³âåðñèòåòó ³ìåí³ Ìèõàéëà Îñòðîãðàäñüêîãî

̲ͲÑÒÅÐÑÒÂÎ ÎѲÒÈ ² ÍÀÓÊÈ ÓÊÐÀ¯ÍÈ
MINISTRY OF EDUCATION AND SCIENCE OF UKRAINE
Êðåìåí÷óöüêèé íàö³îíàëüíèé óí³âåðñèòåò ³ìåí³ Ìèõàéëà Îñòðîãðàäñüêîãî
Kremenchuk Mykhailo Ostrohradskyi National University

²ÑÍÈÊ ÊÐÅÌÅÍ×ÓÖÜÊÎÃÎ ÍÀÖ²ÎÍÀËÜÍÎÃÎ ÓͲÂÅÐÑÈÒÅÒÓ ²ÌÅͲ ÌÈÕÀÉËÀ ÎÑÒÐÎÃÐÀÄÑÜÊÎÃÎ

TRANSACTIONS OF KREMENCHUK MYKHAILO OSTROHRADSKYI NATIONAL UNIVERSITY

¹ 5/2014 (88)

³ñíèê Êðåìåí÷óöüêîãî íàö³îíàëüíîãî óí³âåðñèòåòó ³ìåí³ Ìèõàéëà Îñòðîãðàäñüêîãî. –
Êðåìåí÷óê: ÊðÍÓ, 2014. – Âèïóñê 5 (88). – 154 ñ.

TRANSACTIONS ÎF KREMENCHUK MYKHAILO OSTROHRADSKYI NATIONAL UNIVERSITY. –
KREMENCHUK: KRNU, 2014. – ISSUE 5 (88). – 154 P.


ISSN 1995–0519
e-ISSN 2072–8263

Íàóêîâèé æóðíàë âèäàºòüñÿ ç 1996 ðîêó. Ç 8.07.2009 ð. âíåñåíèé äî Ïåðåë³êó ôàõîâèõ âèäàíü, â ÿêèõ ìîæóòü ïóáë³êóâàòèñÿ ðåçóëüòàòè äèñåðòàö³éíèõ ðîá³ò íà çäîáóòòÿ íàóêîâèõ ñòóïåí³â äîêòîðà ³ êàíäèäàòà òåõí³÷íèõ íàóê, à ç 17.01.2014 ð. – äîêòîðà ³ êàíäèäàòà åêîíîì³÷íèõ íàóê. Æóðíàë íàäñèëàºòüñÿ äî ïðîâ³äíèõ íàóêîâèõ á³áë³îòåê Óêðà¿íè, åëåêòðîííà âåðñ³ÿ æóðíàëó çáåð³ãàºòüñÿ ó Íàö³îíàëüí³é á³áë³îòåö³ Óêðà¿íè ³ìåí³ Â. ². Âåðíàäñüêîãî, ðåôåðóºòüñÿ ó eLIBRARY (Ðîñ³éñüêà ôåäåðàö³ÿ). Æóðíàë ³íäåêñóºòüñÿ ó çàãàëüíîäåðæàâí³é áàç³ äàíèõ «Óêðà¿í³êà íàóêîâà» (ðåôåðàòèâíèé æóðíàë «Äæåðåëî»), ðåôåðàòèâíîìó æóðíàë³ òà áàç³ äàíèõ ²ͲҲ (Ðîñ³éñüêà àêàäåì³ÿ íàóê), à òàêîæ ó ì³æíàðîäíèõ íàóêîìåòðè÷íèõ áàçàõ äàíèõ «Ulrich’s Periodicals Directory», «Index Copernicus», «Polish Scholarly Bibliography», «Infobase Index» òà «Inspec».
Äðóêóºòüñÿ çà ð³øåííÿì Â÷åíî¿ ðàäè Êðåìåí÷óöüêîãî íàö³îíàëüíîãî óí³âåðñèòåòó ³ìåí³ Ìèõàéëà Îñòðîãðàäñüêîãî (ïðîòîêîë ¹ 1 â³ä 28.10.2014 ð.). Ñâ³äîöòâî ïðî äåðæàâíó ðåºñòðàö³þ äðóêîâàíèõ çàñîá³â ìàñîâî¿ ³íôîðìàö³¿ ñå𳿠Ê ¹ 18771–7571 ÏÐ â³ä 30.01.2012 ð.

Æóðíàë ïóáë³êóº ï³ñëÿ ðåöåíçóâàííÿ, ðåäàãóâàííÿ òà ïåðåâ³ðêè íà îðèã³íàëüí³ñòü ñòàòò³, ÿê³ ì³ñòÿòü ðåçóëüòàòè äîñë³äæåíü ç ïèòàíü ðîçâèòêó íàóêè, îñâ³òè ³ âèðîáíèöòâà, âïðîâàäæåííÿ íîâèõ ðåçóëüòàò³â ôóíäàìåíòàëüíèõ ³ ïðèêëàäíèõ äîñë³äæåíü ó ãàëóç³ òåõí³÷íèõ, ïðèðîäíè÷èõ, åêîíîì³÷íèõ ³ ãóìàí³òàðíèõ íàóê.

The journal has been published since 1996. Since 8 July, 2009 the journal is registered in the List of specialized editions for the research results of doctoral and candidate theses in Engineering to be published in, and since 17 January, 2014 – in Economics. The journal is presented in the top research libraries of Ukraine including the Vernadsky National Library of Ukraine. The journal is presented in Russian scientific library eLIBRARY, indexed in the national database «Ukrainika Naukova» («Dzherelo» abstract journal), VINITI abstract journal and database (Russian Academy of Science), and international databases: «Index Copernicus», global serials directory «Ulrich’s Periodicals Directory», «Polish Scholarly Bibliography», «Infobase Index», and «Inspec».

The journal is published by the decision of the Scientific Council of Kremenchuk Mykhailo Ostrohradskyi National University (Record no. 1 of 28 October, 2014). Registration Certificate KV ¹ 18771–7571 PR of 30 January, 2012.

The journal publishes only original and peer-reviewed articles, which cover theoretical and experimental aspects of research outcomes in the fields of Engineering, Natural and Economic Sciences, and Humanities.

© Kremenchuk Mykhailo Ostrohradskyi National University, 2014.


Íîâ³òí³ ìàòåð³àëè ³ íàíîòåõíîëî㳿

ÐÀÇÐÀÁÎÒÊÀ ÊÐÈÒÅÐÈß ÝÔÔÅÊÒÈÂÍÎÑÒÈ ÎÏÅÐÀÒÈÂÍÛÕ ÐÅØÅÍÈÉ ÏÎ ÓÏÐÀÂËÅÍÈÞ ÏÐÎÈÇÂÎÄÑÒÂÎÌ ÊÐÅÌÍÈÅÂÛÕ ÑÒÐÓÊÒÓÐ
È. Ã. Îêñàíè÷, Í. Â. Ðûëîâà
9

²íôîðìàö³éí³ ñèñòåìè ³ òåõíîëî㳿. Ìàòåìàòè÷íå ìîäåëþâàííÿ

ÀÄÀÏÒÈÂÍÎÅ ÎÁÓ×ÅÍÈÅ ÂÝÉÂËÅÒ-ÌÀØÈÍÛ ÎÏÎÐÍÛÕ ÂÅÊÒÎÐΠÍÀÈÌÅÍÜØÈÕ ÊÂÀÄÐÀÒÎÂ
Å. À. Âèíîêóðîâà, È. Ï. Ïëèññ, Ê. À. Øêóðî, À. À. Õàð÷åíêî
14
Î ÌÅÒÎÄÅ ÈÍÒÅÃÐÀÖÈÈ ÊÎÐÏÎÐÀÒÈÂÍÛÕ ÄÀÍÍÛÕ Â ÓÑËÎÂÈßÕ ÑËÀÁÎÉ ÑÂßÇÀÍÍÎÑÒÈ ÈÑÒÎ×ÍÈÊÎÂ
È. Í. Ãàëóøêà, Ñ. Ñ. Ùåðáàê
22
ÑÅÌÀÍÒÈ×ÅÑÊÀß ÒÅÕÍÎËÎÃÈß ÏÐÎÅÊÒÈÐÎÂÀÍÈß ÈÍÒÅËËÅÊÒÓÀËÜÍÛÕ ÑÈÑÒÅÌ
Â. Â. Ãîëåíêîâ, Í. À. Ãóëÿêèíà, È. Ò. Äàâûäåíêî, Ä. Í. Êîðîí÷èê, Ä. Â. Øóíêåâè÷
28
ÊÎÍÖÅÏÖÈß ÏÐÅÄÑÒÀÂËÅÍÈß ÒÐÅÁÎÂÀÍÈß Ê ÝËÅÌÅÍÒÓ ÈÍÔÎÐÌÀÖÈÎÍÍÎÉ ÑÈÑÒÅÌÛ
Ì. Â. Åâëàíîâ, Í. Â. Âàñèëüöîâà, È. Þ. Ïàíôåðîâà
34
ÏÎÈÑÊ ÍÅÏÎËÍÛÕ ÄÓÁËÈÊÀÒÎÂ Â ÑÈÑÒÅÌÀÕ ÀÍÀËÈÇÀ ÖÈÔÐÎÂÛÕ ÈÇÎÁÐÀÆÅÍÈÉ
Ë. Ý. ×àëàÿ, Ï. Þ. Ïîïàäåíêî
42
ÔÓÍÊÖÈß ÂÛÈÃÐÛØÀ ÏÎÒÐÅÁÈÒÅËß ÈÒ-ÓÑËÓÃ
Ì. Â. Åâëàíîâ, Î. Å. Íåóìûâàêèíà
48
ÌÅÒÎÄ ÊËÀÑÒÅÐÈÇÀÖÈÈ ÄÀÍÍÛÕ, ÎÑÍÎÂÀÍÍÛÉ ÍÀ ÏÀÐÀËËÅËÜÍÎÌ ÃÅÍÅÒÈ×ÅÑÊÎÌ ÀËÃÎÐÈÒÌÅ
È. Â. Øåâ÷åíêî, Å. Ñ. Êîðîëü, È. Â. Òèìîùóê
56
ÓÍÈÔÈÊÀÖÈß ÌÅÒÎÄÎÂ ÎÖÅÍÈÂÀÍÈß ÇÀÒÐÀÒ ÍÀ ÑÎÇÄÀÍÈÅ ÑÎÂÐÅÌÅÍÍÛÕ ÈÍÔÎÐÌÀÖÈÎÍÍÛÕ ÑÈÑÒÅÌ
Ì. Â. Åâëàíîâ, Å. È. Ñîëîâüåâà
62
ÀÍÀËÈÇ ÀÊÒÓÀËÜÍÎÑÒÈ ÐÀÇÂÈÒÈß ÈÍÔÎÐÌÀÖÈÎÍÍÛÕ ÒÅÕÍÎËÎÃÈÉ ÄËß ÎÏÒÈÌÈÇÀÖÈÈ ÐÀÁÎÒÛ ÏÅÐÂÎÉ ÑÒÀÄÈÈ ÎÁÎÃÀÒÈÒÅËÜÍÎÉ ÔÀÁÐÈÊÈ ÏÃÎÊÀ
È. Ñ. Êîíîõ, Â. Â. Íàéäà
68
ÐÀÇÐÀÁÎÒÊÀ ÈÍÔÎÐÌÀÖÈÎÍÍÎÉ ÒÅÕÍÎËÎÃÈÈ ÐÅØÅÍÈß ÇÀÄÀ× ÀÂÒÎÌÀÒÈÇÈÐÎÂÀÍÍÎÃÎ ÔÎÐÌÈÐÎÂÀÍÈß ÍÅÑÒÀÍÄÀÐÒÈÇÈÐÎÂÀÍÍÎÃÎ ÑÎÑÒÀÂÀ ÈÇÄÅËÈß Â ÌÀØÈÍÎÑÒÐÎÅÍÈÈ
Ñ. Ñ. Êî÷åðãèíà
77
ÎÑÎÁÅÍÍÎÑÒÈ ÎÒÎÁÐÀÆÅÍÈß ÎÍÒÎËÎÃÈÉ ÏÐÅÄÌÅÒÍÎÉ ÎÁËÀÑÒÈ Â ÎÏÈÑÀÍÈß ÝËÅÌÅÍÒÎÂ ÈÍÔÎÐÌÀÖÈÎÍÍÎÉ ÑÈÑÒÅÌÛ
Â. Ì. Ëåâûêèí, Ì. Â. Åâëàíîâ, Ì. À. Êåðíîñîâ, Ì. Ý. Êåðíîñîâà
83
ÌÎÄÅËÞÂÀÍÍß ÀÂÒÎÌÀÒÈÇÎÂÀÍί ÑÈÑÒÅÌ ÓÏÐÀÂ˲ÍÍß ÒÀÊÒÈ×Íί ËÀÍÊÈ ÍÀ ÎÑÍβ ÎÍÒÎËÎò×ÍÎÃΠϲÄÕÎÄÓ
Â. Â. Ëèòâèí, Î. Â. Îáîðñüêà
92
ÓÑÎÂÅÐØÅÍÑÒÂÎÂÀÍÈÅ ÌÎÄÅËÈ ÐÅÅÑÒÐÀ WEB-ÑÅÐÂÈÑÎÂ
Â. À. Íèêèòþê
98
ANALYSIS AND SYNTHESIS OF MODELS ON BASIS OF MACHINE LEARNING FOR MISSING VALUES IMPUTATION FROM SOCIAL NETWORKS’ PERSONAL ACCOUNTS
O. Slabchenko, V. Sydorenko
105
ÁÀÃÀÒÎÔÀÊÒÎÐÍÀ ÌÀÒÅÌÀÒÈ×ÍÀ ÌÎÄÅËÜ ÊÎÌÔÎÐÒÍÎÃÎ ÏβÒÐßÍÎÃÎ ÑÅÐÅÄÎÂÈÙÀ ÍÀÂ×ÀËÜÍÈÕ ÏÐÈ̲ÙÅÍÜ
Ñ. Â. Ñóêà÷
112
ÒÎ×ÍÎÑÒÜ ÎÏÐÅÄÅËÅÍÈß ÀÂÒÎÐÑÒÂÀ ÑÊÀÍÈÐÎÂÀÍÍÛÕ ÐÓÊÎÏÈÑÍÛÕ ÒÅÊÑÒÎÂ Ñ ÏÎÌÎÙÜÞ ÑÒÀÒÈÑÒÈÊÈ ÃÐÀÔÅÌ
Î. À. Òîäîðèêî, Ã. À. Äîáðîâîëüñêèé, Ì. Ã. Äîáðîâîëüñêàÿ
118
ÎÁÚÅÊÒÍÎ-ÐÅËßÖÈÎÍÍÀß ÌÎÄÅËÜ ÄÀÍÍÛÕ: ÒÅÐÌÈÍÎËÎÃÈ×ÅÑÊÈÅ ÀÑÏÅÊÒÛ È ÅÅ ÑÒÐÓÊÒÓÐÍÀß ÊÎÌÏÎÍÅÍÒÀ
Å. Á. ×àïëàíîâà
124
ÌÎÄÅËÜ ÂÇÀÈÌÎÄÅÉÑÒÂÈß ÈÍÒÅËËÅÊÒÓÀËÜÍÎÃÎ ÀÃÅÍÒÀ È ÑÐÅÄÛ ÊÀÊ ÈÍÑÒÐÓÌÅÍÒ ÌÎÍÈÒÎÐÈÍÃÀ ÑËÎÆÍÎÃÎ ÒÅÕÍÈÊÎ-ÝÊÎÍÎÌÈ×ÅÑÊÎÃÎ ÏÐÎÖÅÑÑÀ
È. Â. Øåâ÷åíêî, È. Ñ. Øàïîâàë, Ò. Ä. Ñòàöåíêî
131
ÑÈÑÒÅÌÀ ÀÂÒÎÌÀÒÈÇÎÂÀÍί ÏÎÁÓÄÎÂÈ ÍÀÂ×ÀËÜÍÈÕ ÐÅÑÓÐѲ ÍÀ ÎÑÍβ ÑÒÀÒÅÉ WIKIPEDIA
². À. Ñóïðÿãà, Ñ. Â. Òèòåíêî
136

Ãóìàí³òàðí³ íàóêè

ÔÓÍÊÖÈÈ È ÇÀÄÀ×È ÍÀÖÈÎÍÀËÜÍÎÃÎ ÖÅÍÒÐÀ ÐÅÉÒÈÍÃÎÂÀÍÈß ÂÛÑØÈÕ Ó×ÅÁÍÛÕ ÇÀÂÅÄÅÍÈÉ
À. Õ. Ïåðåç ×åðíîâ, Ñ. À. Ëîìîâ, Â. Ì. Ãàëûíñêèé
141

Advanced materials and nanotechnologies

DEVELOPMENT OF EFFICIENCY CRITERION FOR OPERATIONAL DECISIONS TO CONTROL THE PROCCES OF SILICON STRUCTURES PRODUCTION
I. Oksanich, N. Rylova
9

Information systems and technologies. Mathematical modeling

ADAPTIVE LEARNING ALGORITHM FOR WAVELET LEAST SQUARES VECTOR MACHINES
O. Vynokurova, I. Pliss, K. Shkuro, O. Kharchenko
14
ABOUT ENTERPRISE DATA INTEGRATION METHODS UNDER CONDITIONS OF LOW SOURCES RELATEDNESS
². Galushka, S. Shcherbak
22
SEMANTIC TECHNOLOGY FOR INTELLIGENT SYSTEMS DESIGN
V. Golenkov, N. Guliakina, I. Davydenko, D. Koronchik, D. Shunkevich
28
WEB-SERVICE REGISTRY MODEL IMPROVEMENTS
M. Ievlanov, N. Vasiltsova, I. Panfiorova
34
NEAR-DUPICATES DETECTION IN DIGITAL IMAGES ANALISYS SYSTEMS
L. Chala, P. Popadenko
42
PAYOFF FUNCTION FOR THE IT SERVICE CONSUMER
M. Ievlanov, O. Neumyvakina
48
CLUSTERING METHOD OF DATA BASED ON A PARALLEL GENETIC ALGORITHM
I. Shevchenko, E. Korol, I. Timoshuk
56
UNIFICATION OF METHODS FOR ESTIMATING THE COST OF CREATING MODERN INFORMATION SYSTEMS
M. Ievlanov, E. Solovieva
62
INFORMATION TECHNOLOGIES ACTUAL DEVELOPMENT FOR THE OPTIMIZATION OF THE FIRST STAGE PGOK ENRICHMENT PLANT
I. Konoh, V. Nayda
68
DEVELOPMENT OF INFORMATION TECHNOLOGY SOLUTIONS FOR AUTOMATED GENERATION OF NON-STANDARDIZED PRODUCT COMPOSITION LAUNCHED IN ENGINEERING
S. Kochergina
77
FEATURES OF DOMAIN ONTOLOGY INTO THE ELEMENTS OF INFORMATION SYSTEM MAPPING
V. Levykin, M. Ievlanov, M. Kernosov, M. Kernosova
83
MODELING OF AUTOMATED CONTROL SYSTEMS TACTICAL LEVEL ONTOLOGY-BASED
V. Lytvyn, O. Oborska
92
WEB-SERVICE REGISTRY MODEL IMPROVEMENTS
V. Nykytiuk
98
ANALYSIS AND SYNTHESIS OF MODELS ON BASIS OF MACHINE LEARNING FOR MISSING VALUES IMPUTATION FROM SOCIAL NETWORKS’ PERSONAL ACCOUNTS
O. Slabchenko, V. Sydorenko
105
MULTIVARIABLE MATHEMATICAL MODEL OF COMFORTABLE AIR ENVIRONMENT OF CLASSROOMS
S. Sukach
112
ACCURACY OF WRITER IDENTIFICATION OF SCANNED MANUSCRIPTS USING GRAPHEME STATISTICS
O. Todoriko, G. Dobrovolsky, M. Dobrovolska
118
OBJECT-RELATIONAL DATA MODELS: TERMINOLOGICAL ASPECTS AND STRUCTURAL COMPONENT
E. Chaplanova
124
INTERACTION MODEL OF INTELLIGENT AGENT AND ENVIRONMENT AS A TOOL FOR MONITORING OF COMPLEX TECHNICAL AND ECONOMIC PROCESS
I. Shevchenko, I. Shapoval, T. Stacenko
131
COMPUTER-AIDED CONSTRUCTION OF LEARNING RESOURCES BASED ON THE WIKIPEDIA ARTICLES
I. Supryaga, S. Tytenko
136

The humanities

FUNCTIONS AND TASKS OF THE NATIONAL CENTER RATING HIGHER EDUCATION INSTITUTIONS
A. Perez Tchernov, S. Lomov, V. Galynsky
141