Visual modeling in an analysis of multidimensional data
| Parent link: | Journal of Physics: Conference Series Vol. 944 : Applied Mechanics and System Dynamics.— 2017.— [012127, 5 p.] |
|---|---|
| 其他作者: | , , , |
| 总结: | Title screen The article proposes an approach to solve visualization problems and the subsequent analysis of multidimensional data. Requirements to the properties of visual models, which were created to solve analysis problems, are described. As a perspective direction for the development of visual analysis tools for multidimensional and voluminous data, there was suggested an active use of factors of subjective perception and dynamic visualization. Practical results of solving the problem of multidimensional data analysis are shown using the example of a visual model of empirical data on the current state of studying processes of obtaining silicon carbide by an electric arc method. There are several results of solving this problem. At first, an idea of possibilities of determining the strategy for the development of the domain, secondly, the reliability of the published data on this subject, and changes in the areas of attention of researchers over time. |
| 语言: | 英语 |
| 出版: |
2017
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| 主题: | |
| 在线阅读: | https://doi.org/10.1088/1742-6596/944/1/012127 |
| 格式: | 电子 本书章节 |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=657938 |
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| 200 | 1 | |a Visual modeling in an analysis of multidimensional data |f A. A. Zakharova [et al.] | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: 7 tit.] | ||
| 330 | |a The article proposes an approach to solve visualization problems and the subsequent analysis of multidimensional data. Requirements to the properties of visual models, which were created to solve analysis problems, are described. As a perspective direction for the development of visual analysis tools for multidimensional and voluminous data, there was suggested an active use of factors of subjective perception and dynamic visualization. Practical results of solving the problem of multidimensional data analysis are shown using the example of a visual model of empirical data on the current state of studying processes of obtaining silicon carbide by an electric arc method. There are several results of solving this problem. At first, an idea of possibilities of determining the strategy for the development of the domain, secondly, the reliability of the published data on this subject, and changes in the areas of attention of researchers over time. | ||
| 461 | 0 | |0 (RuTPU)RU\TPU\network\3526 |t Journal of Physics: Conference Series | |
| 463 | |t Vol. 944 : Applied Mechanics and System Dynamics |o XI International scientific and technical conference, 14–16 November 2017, Omsk, Russian Federation |v [012127, 5 p.] |d 2017 | ||
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a визуальное моделирование | |
| 610 | 1 | |a анализ | |
| 610 | 1 | |a многомерные данные | |
| 701 | 1 | |a Zakharova |b A. A. |c specialist in the field of informatics and computer technology |c Professor of Tomsk Polytechnic University, Doctor of technical sciences |f 1972- |g Alena Alexandrovna |3 (RuTPU)RU\TPU\pers\33631 | |
| 701 | 1 | |a Vehter |b E. V. |c specialist in the field of engineering graphics and descriptive geometry |c Associate Professor of Tomsk Polytechnic University, Candidate of historical sciences |f 1972- |g Eugeniya Viktorovna |3 (RuTPU)RU\TPU\pers\33630 |9 17286 | |
| 701 | 1 | |a Shklyar |b A. V. |c specialist in the field of informatics and computer technology |c senior lecturer of Tomsk Polytechnic University |f 1970- |g Aleksey Viktorovich |3 (RuTPU)RU\TPU\pers\40079 |9 21233 | |
| 701 | 1 | |a Pak |b A. Ya. |c specialist in the field of electrical engineering |c assistant of Tomsk Polytechnic University |f 1986- |g Aleksandr Yakovlevich |3 (RuTPU)RU\TPU\pers\34120 | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет |b Инженерная школа информационных технологий и робототехники |b Отделение автоматизации и робототехники (ОАР) |3 (RuTPU)RU\TPU\col\23553 |
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