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News of the Kabardin-Balkar scientific center of RAS, 2018, Issue 6-3, Pages 146–151
(Mi izkab118)
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This article is cited in 1 scientific paper (total in 1 paper)
COMPUTER SCIENCE. CALCULATION EQUIPMENT. MANAGEMENT
Prospects of development of methods of intellectual
data analysis on the basis of virtual reality model
A. M. Tolstykha, B. I. Shkalenkoa, Yu. A. Kravchenkoa, O. V. Nagoevab a Southern federal university of the Russian Academy of Sciences,
347928, Rostov region, Taganrog, Nekrasovsky lane, 44
b Institute of Computer Science and Problems of Regional Management –
branch of Federal public budgetary scientific establishment "Federal scientific center
"Kabardin-Balkar Scientific Center of the Russian Academy of Sciences",
360000, KBR, Nalchik, 37-a, I. Armand St.
Abstract:
The article deals with the problem of increasing the efficiency of technologies and methods for analyzing and processing data. The purpose of this work is to develop and integrate visualization methods into
information and analytical systems. The concept of information-analytical system is investigated. During
the analysis, one of the ways to solve the proposed problem is highlighted, which consists in applying various methods of data visualization. The concept of visualization is analyzed, and various methods of data
visualization are described. Methods for visualizing multidimensional data, namely the hypercube, are
considered separately. Prospects for the development of data mining methods are also considered on the
example of virtual reality technology. At the end of the article, tasks that need to be performed to further
solve the presented problems are described.
Keywords:
data mining, data visualization, data visualization methods, information and analytical systems.
Received: 29.11.2018
Citation:
A. M. Tolstykh, B. I. Shkalenko, Yu. A. Kravchenko, O. V. Nagoeva, “Prospects of development of methods of intellectual
data analysis on the basis of virtual reality model”, News of the Kabardin-Balkar scientific center of RAS, 2018, no. 6-3, 146–151
Linking options:
https://www.mathnet.ru/eng/izkab118 https://www.mathnet.ru/eng/izkab/y2018/i63/p146
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