Improving Trust in AI with Mitigating Confirmation Bias: Effects of Explanation Type and Debiasing Strategy for Decision-Making with Explainable AI
Author:
Affiliation:
1. Department of Data Science, Sejong University, Seoul, Republic of Korea
2. Institute of Engineering Research, Korea University, Seoul, Republic of Korea
Publisher
Informa UK Limited
Subject
Computer Science Applications,Human-Computer Interaction,Human Factors and Ergonomics
Link
https://www.tandfonline.com/doi/pdf/10.1080/10447318.2023.2285640
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3. Bertrand, A., Belloum, R., Eagan, J. R., Maxwell, W. (2022). How cognitive biases affect XAI-assisted decision-making: A systematic review [Paper presentation]. Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society.
4. Proxy tasks and subjective measures can be misleading in evaluating explainable AI systems
5. To Trust or to Think
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