TY  - JOUR
U1  - Wissenschaftlicher Artikel
A1  - Beauxis-Aussalet, Emma
A1  - Behrisch, Michael
A1  - Borgo, Rita
A1  - Chau, Duen Horng
A1  - Collins, Christopher
A1  - Oelke, Daniela
A1  - Ebert, David
A1  - El-Assady, Mennatallah
A1  - Endert, Alex
A1  - Keim, Daniel A.
A1  - Kohlhammer, Jörn
A1  - Peltonen, Jaakko
A1  - Riveiro, Maria
A1  - Schreck, Tobias
A1  - Strobelt, Hendrik
A1  - van Wijk, Jarke J.
T1  - The Role of Interactive Visualization in Fostering Trust in AI
JF  - IEEE Computer Graphics and Applications
N2  - The 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.
KW  - visualization
KW  - visual analytics
KW  - trustworthy ai
Y1  - 2021
UR  - https://ieeexplore.ieee.org/document/9646526
SN  - 0272-1716 (Print)
SS  - 0272-1716 (Print)
SN  - 1558-1756 (Online)
SS  - 1558-1756 (Online)
U6  - https://doi.org/10.1109/MCG.2021.3107875
DO  - https://doi.org/10.1109/MCG.2021.3107875
VL  - 41
IS  - 6
SP  - 7
EP  - 12
PB  - IEEE
ER  -