4 quality and efficiency of scientific research. Therefore, the establishment of criteria for the evaluation of research activities, emphasis on the analysis of scientific areas tackled by researchers, are important tasks for scientific and educational institutions, companies, which are engaged in the creation of scientifically-intensive technologies, and the state in general. 4 A. Biloshchytskyi, А. Kuchansky, Yu. Andrashko, S. Biloshchytska, O. Kuzka, Ye. Shabala, T. Lyashchenko, 2017 IntroductionEconomic growth and prosperity of any country depends largely on the development of science, technology, efficiency of the productive forces of society, etc. Certainly, the scientific-technical progress is impossible without ensuring the INFORMATION TECHNOLOGY A METHOD FOR THE IDENTIFICATION OF SCIENTISTS' RESEARCH AREAS BASED ON A CLUSTER ANALYSIS OF SCIENTIFIC PUBLICATIONS A . B i l o s h c h y t s k y i Doctor of Technical Sciences, Professor Department of Network and Internet TechnologiesTaras Shevchenko National University of Kyiv Volodymyrska str., 60, Kyiv, Ukraine, 01033 E-mail: bao1978@gmail.com А . K u c h a n s k yPhD, Associate Professor* E-mail: kuczanski@gmail.com Y u . A n d r a s h k oLecturer*** E-mail: yurii.andrashko@uzhnu.edu.ua S . B i l o s h c h y t s k a T . L y a s h c h e n k oSenior Lecturer Department of Information Technologies** E-mail: liazschenko@ukr.net *Department of Cybersecurity and Computer Engineering** **Kyiv National University of Construction and Architecture Povitroflotskyi ave., 31, Kyiv, Ukraine, 03037 ***Department of System Analysis and Optimization Theory Uzhhorod National University Narodna sq., 3, Uzhhorod, Ukraine, 88000Пропонується метод кластеризації публікацій науковців за науковими напря-мами. В рамках даного методу запропо-новано два способи знаходження відстані між публікаціями. Перший спосіб вико-ристовує довжину маршруту у графі цитування між публікаціями. Другий спосіб враховує розрахунок подібності між анотаціями публікацій на основі методу локально-чутливого хешування. Також пропонується метод ідентифіка-ції напрямів досліджень науковців, який базується на результатах кластеризації наукових публікацій Ключові слова: кластеризація, напрям наукових досліджень, граф цитувань, локально-чутливе хешування Предлагается метод кластеризации публикаций ученых по научным направ-лениям. В рамках данного метода пред-ложено два способа нахождения рас-стояния между публикациями. Первый способ использует длину маршрута в графе цитирования между публикаци-ями. Второй способ учитывает расчет подобия между аннотациями публика-ций на основе метода локально-чувстви-тельного хеширования. Также предло-жен метод идентификации направлений исследований ученых, который базиру-ется на результатах кластеризации научных публикаций Ключевые слова: кластеризация, направление научных исследований, граф цитирования, локально-чувствительное хеширование UDC 005.8
23. Neural crest and mesoderm lineage-dependent gene expression in orofacial development / Bhattacherjee V., Mukhopadhyay P., Singh S., Johnson C., Philipose J. T., Warner C. P. DEVELOPMENT OF ADAPTIVE COMBINED MODELS FOR PREDICTING TIME SERIES BASED ON SIMILARITY IDENTIFICATION A . K u c h a n s k yPhD, Associate Professor Department of Cybersecurity and Computer Engineering* E-mail: kuczanski@gmail.com A . B i l o s h c h y t s k y i Y u . A n d r a s h k oLecturer Department of System Analysis and Optimization Theory Uzhhorod National University Narodna sq., 3, Uzhhorod, Ukraine, 88000 S . B i l o s h c h y t s k a
of constructing vectors and calculation of comprehensive scores. In addition to the calculation of comprehensive scores and vectors of scientific research activity administration, methods for the prediction of scores for planning effective activity of subjects of educational environments are considered. The subjects of educational environments (SEE) 4
The article is devoted to the study of trends in cybercrime, which is a threat to the country's information security. The place and role of cybersecurity in the system of national security are determined. The state of the system of protection against cyber attacks in the developed countries of the world, such as France, Japan, China, South Korea and the United Kingdom, was analyzed. The main shortcomings and perspectives of protection of cyberspace are revealed. The use of modern information technologies in state structures, as well as in society in general, proposes solving information security problems as one of the main ones. The economy, logistics and security of the country increasingly depend on the technical infrastructure and its security. To improve the effectiveness of the fight against cybercrime, developed countries have long started the appropriate work needed to create their own cyber security strategy. Incidents in the field of cybersecurity affect the lives of consumers information and many other services and cyber attacks aimed at various objects of infrastructure of electronic communications systems or technological processes management. Modern world trends in the development of cybercrime and the strengthening of cyber attacks indicate an increase in the value of combating it for the further development of society, which in turn predetermines the assignment of certain groups of social relations of the cybersphere to the competence of legal regulation. The current situation with cybercrime requires constant improvement of methods the fight against cybercrime, the development of information systems and methods aimed at ensuring the cyber security of the country. Necessary tasks are the development of a national strategy on cybersecurity, which will include tactical and strategic priorities and tasks in this area for state bodies. So, the issue of cyberspace security, the fight against cybercrime is relevant both at the international level and at the level of the individual country, and therefore needs further consideration.
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