The Role of Interactive Visualization in Fostering Trust in AI

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dc.contributor.authorBeauxis-Aussalet, Emma
dc.contributor.authorBehrisch, Michael
dc.contributor.authorBorgo, Rita
dc.contributor.authorChau, Duen Horng
dc.contributor.authorCollins, Christopher
dc.contributor.authorEbert, David
dc.contributor.authorEl-Assady, Mennatallah
dc.contributor.authorEndert, Alex
dc.contributor.authorKeim, Daniel A.
dc.contributor.authorKohlhammer, Jörn
dc.contributor.authorOelke, Daniela
dc.contributor.authorPeltonen, Jaakko
dc.contributor.authorRiveiro, Maria
dc.contributor.authorSchreck, Tobias
dc.contributor.authorStrobelt, Hendrik
dc.contributor.authorvan Wijk, Jarke J.
dc.date.accessioned2022-01-07T18:04:52Z
dc.date.accessioned2022-03-29T20:15:47Z
dc.date.available2022-01-07T18:04:52Z
dc.date.available2022-03-29T20:15:47Z
dc.date.issued2021-12-10
dc.description.abstractThe increasing use of artificial intelligence (AI) technologies across application domains has prompted our society to pay closer attention to AI's trustworthiness, fairness, interpretability, and accountability. In order to foster trust in AI, it is important to consider the potential of interactive visualization, and how such visualizations help build trust in AI systems. This manifesto discusses the relevance of interactive visualizations and makes the following four claims: i) trust is not a technical problem, ii) trust is dynamic, iii) visualization cannot address all aspects of trust, and iv) visualization is crucial for human agency in AI.en
dc.identifier.citationE. Beauxis-Aussalet et al., "The Role of Interactive Visualization in Fostering Trust in AI," in IEEE Computer Graphics and Applications, vol. 41, no. 6, pp. 7-12, 1 Nov.-Dec. 2021, doi: 10.1109/MCG.2021.3107875.en
dc.identifier.doi10.1109/MCG.2021.3107875
dc.identifier.issn0272-1716
dc.identifier.issn1558-1756
dc.identifier.urihttps://hdl.handle.net/10155/1389
dc.language.isoenen
dc.publisherIEEEen
dc.relation.ispartofseriesIEEE Computer Graphics and Applicationsen
dc.relation.ispartofseriesVolume 41, Issue 6en
dc.subjectVisualizationen
dc.subjectArtificial intelligenceen
dc.subjectTrust managementen
dc.subjectMarket researchen
dc.titleThe Role of Interactive Visualization in Fostering Trust in AIen
dc.typeArticle, Researchen
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