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Explaining the Unexplainable
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Description: This is supplementary material to the paper "Explaining the Unexplainable]{Explaining the Unexplainable: The Impact of Misleading Explanations on Trust in Unreliable Predictions for Hardly Assessable Tasks". In an online survey experiment with 162 participants, we analyze the impact of misleading explanations on users’ perceived and demonstrated trust in a system that performs a hardly assessable task in an unreliable manner. Mersedeh Sadeghi, Daniel Pöttgen, Patrick Ebel, and Andreas Vogelsang. 2024. Explaining the Unexplainable: The Impact of Misleading Explanations on Trust in Unreliable Predictions for Hardly Assessable Tasks. In Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization (UMAP ’24), July 1–4, 2024, Cagliari, Italy. ACM, New York, NY, USA, 17 pages. https://doi.org/10.1145/3627043.3659573
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