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100 _a20211215a2020 k y0engy50 ba
101 0 _aeng
102 _aDE
105 _ay z 100zy
135 _adrcn ---uucaa
181 0 _ai
182 0 _ab
200 1 _aSemiotic Approach in the Development of Interactive Visual Analytics Systems
_fA. A. Zakharova, E. V. Vehter, A. V. Shklyar
203 _aText
_celectronic
300 _aTitle screen
320 _a[References: 11 tit.]
330 _aIncreasing information saturation in all spheres of life entails accumulation of large amounts of data that must be perceived, processed and decisions must be made on their basis. Therefore, the issues of interaction with data and of visual analytics require solutions at a new level. The authors investigate communication between the user and the data, highlight a number of negative trends that prevent effective use of visualization in solving practical problems, formulate aspects of subjective influence on the decision-making procedure, namely those leading to significant decrease in the efficiency of visual analytics systems. The paper proposes an approach to the problem of reasonable use of existing and potential visualization capabilities for solving data analysis problems and making control decisions. A significant factor hindering the development of visual analytics is a lack of a model for coordinated use of computational and subjective resources corresponding to the technical level of computer visualization capable of ensuring close communication between the researcher and the available data. The paper describes an approach based on the concept of visual communication, the properties of which are determined on the basis of a number of key concepts of semiotics and linguistics.
461 _tCEUR Workshop Proceedings
_oOnline Proceedings for Scientific Conferences and Workshops
463 _tVol. 2744 : GraphiCon 2020. Computer Graphics and Machine Vision
_oProceedings of the 30th International Conference, Saint Petersburg, Russia, September 22-25, 2020
_v[9 p.]
_d2020
610 1 _aэлектронный ресурс
610 1 _aтруды учёных ТПУ
610 1 _avisualization
610 1 _asemiotics
610 1 _avisual communication
610 1 _adata analysis
610 1 _aвизуализация
610 1 _aсемиотика
610 1 _aвизуальная коммуникация
610 1 _aинтерактивные системы
700 1 _aZakharova
_bA. A.
_gAlyona Aleksandrovna
701 1 _aVehter
_bE. V.
_cspecialist in the field of engineering graphics and descriptive geometry
_cAssociate Professor of Tomsk Polytechnic University, Candidate of historical sciences
_f1972-
_gEugeniya Viktorovna
_2stltpush
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701 1 _aShklyar
_bA. V.
_cspecialist in the field of informatics and computer technology
_csenior lecturer of Tomsk Polytechnic University
_f1970-
_gAleksey Viktorovich
_2stltpush
_3(RuTPU)RU\TPU\pers\40079
712 0 2 _aНациональный исследовательский Томский политехнический университет
_bИнженерная школа информационных технологий и робототехники
_bОтделение автоматизации и робототехники
_h7952
_2stltpush
_3(RuTPU)RU\TPU\col\23553
801 2 _aRU
_b63413507
_c20211215
_gRCR
856 4 _uhttp://ceur-ws.org/Vol-2744/short12.pdf
942 _cCF