COMPUTING SYSTEMS AND NETWORKS
B.T. Kabulov The Mask Pictogram as a Means of the Data Visualization
CONTROL AND DECISION-MAKING
MATHEMATICAL MODELING
SOFTWARE ENGINEERING
B.T. Kabulov The Mask Pictogram as a Means of the Data Visualization
Abstract. 

The new method of data visualization is offered. This metod is that the multidimensional points are visualized by mask. It is the further development of Chernoff Faces technique. Unlike  Chernoff Faces the form and sizes of elements of image do not change in pictogram "Mask". The fillings of elements are changes only. This particularity of "Mask" allows to exclude the emotional background, which in the case of Chernoff Faces obstructs the objective estimation of the state of the analysed object. 

Keywords: 

Data mining, visualization, icon plots, Chernoff faces, interval estimate 

PP. 26-37.

DOI 10.14357/20718632210403 
 
References

1. Zinov'yev, A.Y. 2000. Vizualizatsiya mnogomernykh dannykh [Visualization of multidimensional data]. Krasnoyarsk, KGTU [Krasnoyarsk, KSTU]. 168 p. ISBN 5-7636-0333-8. Available at: http://www.ihes.fr/~zinovyev/papers/ZinovyevBook.pdf. (accessed September 21, 2021).
2. Andrews, K. 2021. Information Visualisation. Course Notes. Version of 01 Apr 2021. Graz University of Technology. 139 p. Available at: https://courses.isds.tugraz.at/ivis/ivis.pdf. (accessed September 20, 2021).
3. Andy, K. 2019. Data Visualisation. 2nd Edition. Sage Publications. 328 p. ISBN 1526468921.
4. Colin, W. 2020. Information Visualization: Perception for Design. 4th Edition. Morgan Kaufmann. 560 p. ISBN 0128128755.
5. Rendgen, S. 2019. History of Information Graphics. Taschen. 462 p. ISBN 3836567679.
6. Dzemyda, G., O. Kurasova. 2015. Multidimensional data visualization. Methods and applications. 263 p. Available at: https://www.researchgate.net/publication/266046175. (accessed September 20, 2021).
7. Fuchs, J., P. Isenberg, A. Bezerianos, D. Кеim. 2017. А Systematic Review of Experimental Studies on Data Glyphs. IEEE Transactions on Visualization and Computer Graphics, Institute of Electгical аnd Electroпics Engineers. 23 (7):1863-1879. Available at: https://hal.inria.fr/hal-01378429/document. (accessed September 20, 2021).
8. Klippel, A., F. Hardisty. 2009. Star Plots: How Shape Characteristics Influence Classification Tasks. Cartography and Geographic Information Science, Vol. 36, No. 2:149-163. Available at: https://www.researchgate.net/publication/250016189. (accessed September 20, 2021).
9. Chernoff, H. 1973. Using Faces to Represent Points in K-dimensional Space Graphically. Journal of the American Statistical Association. 68:361–368.
10. Inselberg, A. 1985. The Plane With Parallel Coordinates. The Visual Computer. 1(4):69–91. doi:10.1007/BF01898350.
11. Tufte, E.R. 2001. The Visual Display of Quantitative Information. (2nd ed.), Cheshire, CT: Graphics Press. Available at: https://archive.org/details/visualdisplayofq00tuft. (accessed September 28, 2021).
12. Tufte, E.R. 2001. Envisioning Information. Cheshire, CT: Graphics Press. Available at: https://archive.org/details/envisioninginfor0000tuft. (accessed September 28, 2021).
13. GIS Mapping. The beginner's guide to GIS. Available at: https://mangomap.com/gis-mapping (accessed September 23, 2021).
14. Maps & Geographic Information (GIS). Available at: https://www.fuquay-varina.org/800/Maps-Geographic-Information-GIS. (accessed September 23, 2021).
15. MapCarte 353/365: Life in Los Angeles by Eugene Turner, 1977. Available at: https://mapdesign.icaci.org/2014/12/mapcarte-353365-life-in-los-angeles-by-eugene-turner-1977/. (accessed September 23, 2021).
16. Nelson, E.S. 2007. The Face Symbols: Research Issues and Cartographic Potential. Cartographica. 42(1):53-64.
17. Flury, B., and H. Riedwyl. 1981. Graphical Representation of Multivariate Data by Means of Asymmetrical Faces. Journal of the American Statistical Association. 76:757–765.
18. Kabulov, B.T. 1991. Metod postroyeniya lits Chernova, oriyentirovannyy na interval'nyye otsenki parametrov [A Method for Constructing Chernoff Faces Oriented Toward Interval Estimates of the Parameters]. Izvestiya AN SSSR. Tekhnicheskaya kibernetika [Soviet Journal of Computers and System Sciences]. 3:59-62.
19. Berestneva, O.G., I.A. Osadchaya, A.L. Burtseva. 2014. Metody strukturnogo analiza i vizualizatsii eksperimental'nykh dannykh v sotsial'nykh i meditsinskikh issledovaniyakh [Methods for Structural Analysis and Visualization of Experimental Data in Social and Health Research]. Tomsk: Izdvo Tomskogo politekhnicheskogo universiteta [Tomsk: Tomsk Polytechnic University Publishing House]. 92 p.
20. Osadchaya, I.A., O.G. Berestneva, Y.V. Nemerov. 2014. Analiz mnogomernykh meditsinskikh dannykh s pomoshch'yu piktografikov "Litsa Chernova" [Analysis of multidimensional medical data using the Chernoff Faces icons]. Byulleten' sibirskoy meditsiny [Bulletin of Siberian Medicine]. Vol. 13. No. 4. P. 89–93.
21. Prokop'yev, R.O. 2015. Vizualizatsiya otsenki monitoringa sostoyaniya bioob"yektov s pomoshch'yu metoda "Litsa Chernova" [Visualization of the assessment of monitoring the state of biological objects using the "Chernoff Face" method]. Sbornik trudov XII Vserossiyskoy nauchno-prakticheskoy konferentsii studentov, aspirantov i molodykh uchenykh [Proceedings of the XII All-Russian Scientific and Practical Conference of Students, Postgraduates and Young Scientists]. Tomsk, 25–26 marta [Tomsk, March 25-26]. P. 125-127. Available at: http://earchive.tpu.ru/bitstream/11683/23774/1/conference_tpu-2015-C28.pdf. (accessed September 20, 2021).
22. Kochetygov, I.S., R.O. Prokop'yev. 2014. Vizualizatsiya mnogomernykh meditsinskikh dannykh s pomoshch'yu piktografikov "litsa Chernova" [Visualization of multidi-mensional medical data using icons "Chernoff Face"]. Informatsionnyye tekhnologii v nauke, upravlenii, sotsial'noy sfere i meditsine: sbornik nauchnykh trudov Mezhdunarodnoy konferentsii [Information technologies in science, management, social sphere and medicine: collection of scientific papers of the International Conference]. Tomsk. Part 1. P. 242–244.
23. Bashlykov, A.A., M.A. Lygin, S.F. Drozhzhinov. 2009. Printsipy postroyeniya sredstv intellektual'noy podderzhki prinyatiya resheniy dispetcherom TDP v YESU TS VSTO [Principles of constructing means of intellectual support for decision-making by the dispatcher of the TDP in the ESU TS ESPO]. Truboprovodnyy transport: teoriya i praktika [Pipeline transport: theory and practice]. Moscow. No. 3 (15), P. 36-43.
24. Kabulov, B.T. 2009. Povysheniye informativnosti lits Chernova [Increasing the information content of Chernoff Faces]. infoCOM.UZ. Tashkent [infoCOM.UZ. Tashkent]. No. 3. P. 70-74.
25. Kabulov, B.T., N.B. Tashpulatova. 2010. Enhanced Chernoff Faces. The 4th International Conference on Application of Information and Communication Technolo-gies AICT2010. Tashkent. P. 96-100.
26. Kosara, R. A Critique of Chernoff Faces. Available at: https://eagereyes.org/criticism/chernoff-faces (accessed February 25, 2007).
27. Reyes, N., J. Jose. Ideas For the Use of Chernoff Faces in School Cartography. Available at: http://lazarus.elte.hu/hun/dolgozo/jesus/ma0809/docs/chernoff-reyes.pdf (accessed April 18, 2021).
28. Morris, C.J., D.S. Ebert, P. Rheingans. An Experimental Analysis of the Effectiveness of Features in Chernoff Faces. Available at: http://www.research.ibm.com/people/c/cjmorris/publications/Chernoff_990402.pdf (accessed April 18, 2021).
29. Perry, E., J. Donath. Anthropomorphic Visualization: A New Approach For Depicting Participants in Online Spaces. Available at: https://smg.media.mit.edu/papers/Perry/lb270-perry.pdf (accessed April 18, 2021).
 

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