Towards Human-Centered Explainable AI : A Survey of User Studies for Model Explanations
Explainable AI (XAI) is widely viewed as a sine qua non for ever-expanding AI research. A better understanding of the needs of XAI users, as well as human-centered evaluations of explainable models are both a necessity and a challenge. In this paper, we explore how human-computer interaction (HCI) a...
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Bibliographische Detailangaben
| Veröffentlicht in: | IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 4 vom: 13. Apr., Seite 2104-2122
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| 1. Verfasser: |
Rong, Yao
(VerfasserIn) |
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| Weitere Verfasser: |
Leemann, Tobias,
Nguyen, Thai-Trang,
Fiedler, Lisa,
Qian, Peizhu,
Unhelkar, Vaibhav,
Seidel, Tina,
Kasneci, Gjergji,
Kasneci, Enkelejda |
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| Format: | Online-Aufsatz
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| Sprache: | English |
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| Veröffentlicht: |
2024
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| Zugriff auf das übergeordnete Werk: | IEEE transactions on pattern analysis and machine intelligence
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| Schlagworte: | Systematic Review
Journal Article |
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