Publikation: Viewing Visual Analytics as Model Building
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Datum
2018
Autor:innen
Andrienko, Natalia
Lammarsch, Tim
Andrienko, Gennady
Fuchs, Georg
Miksch, Silvia
Rind, Andrea
Herausgeber:innen
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Computer Graphics Forum. 2018, 37(6), pp. 275-299. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.13324
Zusammenfassung
To complement the currently existing definitions and conceptual frameworks of visual analytics, which focus mainly on activities performed by analysts and types of techniques they use, we attempt to define the expected results of these activities. We argue that the main goal of doing visual analytics is to build a mental and/or formal model of a certain piece of reality reflected in data. The purpose of the model may be to understand, to forecast or to control this piece of reality. Based on this model-building perspective, we propose a detailed conceptual framework in which the visual analytics process is considered as a goal-oriented workflow producing a model as a result. We demonstrate how this framework can be used for performing an analytical survey of the visual analytics research field and identifying the directions and areas where further research is needed.
Zusammenfassung in einer weiteren Sprache
Fachgebiet (DDC)
004 Informatik
Schlagwörter
visual analytics; visualization
Konferenz
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ANDRIENKO, Natalia, Tim LAMMARSCH, Gennady ANDRIENKO, Georg FUCHS, Daniel A. KEIM, Silvia MIKSCH, Andrea RIND, 2018. Viewing Visual Analytics as Model Building. In: Computer Graphics Forum. 2018, 37(6), pp. 275-299. ISSN 0167-7055. eISSN 1467-8659. Available under: doi: 10.1111/cgf.13324BibTex
@article{Andrienko2018-09Viewi-41242,
year={2018},
doi={10.1111/cgf.13324},
title={Viewing Visual Analytics as Model Building},
number={6},
volume={37},
issn={0167-7055},
journal={Computer Graphics Forum},
pages={275--299},
author={Andrienko, Natalia and Lammarsch, Tim and Andrienko, Gennady and Fuchs, Georg and Keim, Daniel A. and Miksch, Silvia and Rind, Andrea}
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