Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

A Characterization of Data Exchange between Visual Analytics Tools

 
: Nonnemann, Lars; Schumann, Heidrun; Urban, Bodo; Aehnelt, Mario; Schulz, Hans-Jörg

:
Fulltext (PDF; )

Banissi, Ebad (Ed.) ; Institute of Electrical and Electronics Engineers -IEEE-; IEEE Computer Society:
24th International Conference Information Visualisation, IV 2020 : AI & Analytics, Biomedical Visualization , Builtviz, and Geometric Modelling & Imaging, 7-11 September 2020, Melbourne, Australia, Online
Los Alamitos, Calif.: IEEE Computer Society Conference Publishing Services (CPS), 2020
ISBN: 978-1-7281-9134-8
pp.368-377
International Conference Information Visualisation (IV) <24, 2020, Online>
Deutsche Forschungsgemeinschaft DFG
UniVA
English
Conference Paper, Electronic Publication
Fraunhofer IGD, Institutsteil Rostock ()
data analysis; Visual analytics; data exchange; Lead Topic: Individual Health; Research Line: Modeling (MOD)

Abstract
Over the past years, the visualization of large and complex data sets brought up various Visual Analytics (VA) tools in order to solve domain-specific tasks. These VA tools are typically implemented as individual software components in data-flow-oriented models, meaning that data is transferred from one component to the next. While most VA frameworks rely on a monolithic architecture with features for the integration of specialized analysis methods, we consider a loose coupling of independent applications, where autonomous VA tools are used in predefined analysis sequences. To this end, we provide a characterization of the data exchange process among individual VA tools in the form of a taxonomy. This taxonomy can be used as a checklist to identify characteristics and improve the data flow of one’s own multi-tool VA setup. For this purpose, we conducted a systematic investigation of the individual aspects of data exchange that are commonly found across different usage scenarios. We apply our taxonomy to three existing multi-tool frameworks, the open-source library ReVize, the toolchain editor Any Proc, and the visualization and monitoring framework Plant@Hand3D.

: http://publica.fraunhofer.de/documents/N-621419.html