RESEARCH OF EXISTING VISUAL MODELS OF MULTIDIMENSIONAL DATA AND THEIR VISUALIZATION METAPHORS
Abstract and keywords
Abstract (English):
Analysis and interpretation of multidimensional data is a very important problem in many spheres of human life, such as production of products, diagnosis of diseases, marketing, information security, etc. However, sometimes the analysis of multidimensional data using traditional approaches is difficult. Since a person perceives visual information better and faster, visualization is used to analyze the data and identify patterns in the data. There are many ways to visualize multidimensional data. However, visual models built in these ways show different degrees of effectiveness for different tasks. Therefore, it is necessary to identify criteria by which to evaluate the effectiveness of the resulting visual model. This article describes the process of obtaining comparison criteria for visualization metaphors by examining visual models of multidimensional data and their visualization metaphors.

Keywords:
multivariate data visualization, data analysis, multivariate data, visualization, visualization metaphor, visualization metaphor support system
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References

1. Bondarev A.E., Galaktionov V.A., Shapiro L.A. Analiz i vizualizaciya mnogomernyh dannyh v zadachah vychislitel'noy gazovoy dinamiki // Programmirovanie. - 2015. - №5. - S. 5-12.

2. Mamaev, A. N. Vizualizaciya dannyh v prezentaciyah, otchetah i issledovaniyah / A.N. Mamaev, D.A. Kudlay. - L.: Prakticheskaya medicina, 2011. - 386 c.

3. Shklyar A.V., Zaharova A.A. Strukturnyy podhod k vizualizacii dannyh // Materialy HH Yubileynoy Mezhdunarodnoy konferencii po vychislitel'noy mehanike i sovremennym prikladnym sistemam. - M.: Izdatel'stvo MAI-Print, 2017. - S. 609-611.

4. Bondarev A.E., Galaktionov V. A. Multidimensional data analysis and visualization for time-dependent CFD problems // Program. Comput. Softw, Vol. 41, № 5, 2015, rr. 247–252.

5. Michael Charnine, Konstantin Kuznetsov and Oleg Zolotarev. Multilingual Semantic Cyberspace of Scientific Papers Based on WebVR Technology. Proceedings of the International 2018 Conference on Cyberworlds. Singapore, 3-5 October.2018. P. 435-438.

6. Klimenko S., Khakimova A., Charnine M., Zolotarev O., Merkureva N. Semantic approach to visualization of research front of scientific papers using web-based 3D graphic. V sbornike Proceedings of the 2018 International Conference Web 3D. The 23rd International Proceedings - Web3D 2018: 23rd International ACM Conference on 3D Web Technology 23, 3D Everywhere. 2018. S. a20.

7. A.Kh. Khakimova, O.V. Zolotarev, M.A. Berberova. Visualization of bibliometric networks of scientific publications on the study of the human factor in the operation of nuclear power plants based on the bibliographic database Dimensions. Scientific Visualization, 2020, volume 12, number 2, pages 127-138, DOI: 10.26583/sv.12.2.10, E-ISSN:2079-3537.

8. Bondarev A.E., Bondarenko A.V., Galaktionov V.A. Procedury vizual'nogo analiza mnogomernyh dannyh // Nauchnaya vizualizaciya. - 2018. - № 4. - S. 120 - 133.

9. Zaharova A.A., Shklyar A.V., Rizen Yu.S. Izmeryaemye harakteristiki zadach vizualizacii // Nauchnaya vizualizaciya. - 2016. - №1. - S. 95-107.

10. Manakov D., Averbuh V. Verifikaciya vizualizacii // Nauchnaya vizualizaciya. - 2016. - № 1. - S. 58-94.

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