Analytic Behavior and Trust Building in Visual Analytics

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BERTINI, Enrico, ed., Niklas ELMQVIST, ed., Thomas WISCHGOLL, ed.. EuroVis 2016 - Short Papers. The Eurographics Association, 2016, pp. 143-147. ISBN 978-3-03868-014-7. Available under: doi: 10.2312/eurovisshort.20161176
Zusammenfassung

Visual Analytics (VA) is a collaborative process between human and computer, where analysts are performing numerous interactions and reasoning activities. This paper presents our current progress in developing a note taking environment (NTE) that can be plugged to any VA system. The NTE supports the analysis process on the one hand, and captures user interactions on the other hand. Our aim is to integrate human lower- (exploration) with higher- (verification) level analytic processes and to investigate those together related to further human factors, such as trust building. We conducted a user study to collect and investigate analytic provenance data. Our early results reveal that analysis strategies and trust building are very individual. However, we were able to identify significant correlations between trust levels and interactions of particular participants.

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ISO 690SACHA, Dominik, Ina BOESECKE, Johannes FUCHS, Daniel A. KEIM, 2016. Analytic Behavior and Trust Building in Visual Analytics. In: BERTINI, Enrico, ed., Niklas ELMQVIST, ed., Thomas WISCHGOLL, ed.. EuroVis 2016 - Short Papers. The Eurographics Association, 2016, pp. 143-147. ISBN 978-3-03868-014-7. Available under: doi: 10.2312/eurovisshort.20161176
BibTex
@inproceedings{Sacha2016Analy-34970,
  year={2016},
  doi={10.2312/eurovisshort.20161176},
  title={Analytic Behavior and Trust Building in Visual Analytics},
  isbn={978-3-03868-014-7},
  publisher={The Eurographics Association},
  booktitle={EuroVis 2016 - Short Papers},
  pages={143--147},
  editor={Bertini, Enrico and Elmqvist, Niklas and Wischgoll, Thomas},
  author={Sacha, Dominik and Boesecke, Ina and Fuchs, Johannes and Keim, Daniel A.}
}
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