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]

@inproceedings{AyobiSKMYSFO21,
  title = {Machine Learning Explanations as Boundary Objects: How AI Researchers Explain and Non-Experts Perceive Machine Learning},
  author = {Amid Ayobi and Katarzyna Stawarz and Dmitri S. Katz and Paul Marshall and Taku Yamagata and Raúl Santos-Rodríguez and Peter A. Flach and Aisling Ann O'Kane},
  year = {2021},
  url = {http://ceur-ws.org/Vol-2903/IUI21WS-TExSS-3.pdf},
  researchr = {https://researchr.org/publication/AyobiSKMYSFO21},
  cites = {0},
  citedby = {0},
  booktitle = {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},
  editor = {Dorota Glowacka and Vinayak R. Krishnamurthy},
  volume = {2903},
  series = {CEUR Workshop Proceedings},
  publisher = {CEUR-WS.org},
}