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Zeitschriftenartikel:

N. Andrienko, T. Lammarsch, G. Andrienko, G. Fuchs, D. Keim, S. Miksch, A. Rind:
"Viewing Visual Analytics as Model Building";
Computer Graphics Forum, 37 (2018), 6; S. 275 - 299.



Kurzfassung deutsch:
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Kurzfassung englisch:
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.

Schlagworte:
Visual Analytics, Visualization, Information Visualization, Model Building


"Offizielle" elektronische Version der Publikation (entsprechend ihrem Digital Object Identifier - DOI)
http://dx.doi.org/10.1111/cgf.13324

Elektronische Version der Publikation:
https://publik.tuwien.ac.at/files/publik_270968.pdf



Zugeordnete Projekte:
Projektleitung Silvia Miksch:
CVAST: Centre for Visual Analytics Science and Technology (Laura Bassi Centre of Expertise)

Projektleitung Silvia Miksch:
Integrierte Mentale Modelle kulturgeschichtlicher Daten


Erstellt aus der Publikationsdatenbank der Technischen Universitšt Wien.