Guide Me in Analysis: A Framework for Guidance Designers
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Date
2020
Journal Title
Journal ISSN
Volume Title
Publisher
© 2020 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd
Abstract
Guidance is an emerging topic in the field of visual analytics. Guidance can support users in pursuing their analytical goals more efficiently and help in making the analysis successful. However, it is not clear how guidance approaches should be designed and what specific factors should be considered for effective support. In this paper, we approach this problem from the perspective of guidance designers. We present a framework comprising requirements and a set of specific phases designers should go through when designing guidance for visual analytics. We relate this process with a set of quality criteria we aim to support with our framework, that are necessary for obtaining a suitable and effective guidance solution. To demonstrate the practical usability of our methodology, we apply our framework to the design of guidance in three analysis scenarios and a design walk‐through session. Moreover, we list the emerging challenges and report how the framework can be used to design guidance solutions that mitigate these issues.
Description
@article{10.1111:cgf.14017,
journal = {Computer Graphics Forum},
title = {{Guide Me in Analysis: A Framework for Guidance Designers}},
author = {Ceneda, Davide and Andrienko, Natalia and Andrienko, Gennady and Gschwandtner, Theresia and Miksch, Silvia and Piccolotto, Nikolaus and Schreck, Tobias and Streit, Marc and Suschnigg, Josef and Tominski, Christian},
year = {2020},
publisher = {© 2020 Eurographics ‐ The European Association for Computer Graphics and John Wiley & Sons Ltd},
ISSN = {1467-8659},
DOI = {10.1111/cgf.14017}
}