Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning

Amid Ayobi, Katarzyna Stawarz, Dmitri S. Katz, Paul Marshall, Taku Yamagata, Raúl Santos-Rodríguez, Peter A. Flach, Aisling Ann O'Kane. Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning. In Dorota Glowacka, Vinayak R. Krishnamurthy, editors, Joint Proceedings of the ACM IUI 2021 Workshops co-located with 26th ACM Conference on Intelligent User Interfaces (ACM IUI 2021), College Station, United States, April 13-17, 2021. Volume 2903 of CEUR Workshop Proceedings, CEUR-WS.org, 2021. [doi]

Authors

Amid Ayobi

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Katarzyna Stawarz

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Dmitri S. Katz

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Paul Marshall

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Taku Yamagata

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Raúl Santos-Rodríguez

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Peter A. Flach

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Aisling Ann O'Kane

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