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Get out of the BAG! Silos in AI ethics education: unsupervised topic modeling analysis of global ai curricula (extended abstract)
University of Oslo, Oslo, Norway.
Information Technology University of the Punjab, Pakistan.
UiT The Arctic University of Norway, Tromsø, Norway.
Umeå Universitet, Umeå, Sweden.
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2023 (English)In: Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, International Joint Conferences on Artificial Intelligence , 2023, p. 6905-6909Conference paper, Published paper (Refereed)
Abstract [en]

This study explores the topics and trends of teaching AI ethics in higher education, using Latent Dirichlet Allocation as the analysis tool. The analyses included 166 courses from 105 universities around the world. Building on the uncovered patterns, we distil a model of current pedagogical practice, the BAG model (Build, Assess, and Govern), that combines cognitive levels, course content, and disciplines. The study critically assesses the implications of this teaching paradigm and challenges practitioners to reflect on their practices and move beyond stereotypes and biases.

Place, publisher, year, edition, pages
International Joint Conferences on Artificial Intelligence , 2023. p. 6905-6909
National Category
Pedagogy
Identifiers
URN: urn:nbn:se:kth:diva-337855Scopus ID: 2-s2.0-85170394263OAI: oai:DiVA.org:kth-337855DiVA, id: diva2:1803669
Conference
32nd International Joint Conference on Artificial Intelligence, IJCAI 2023, Macao, China, Aug 19 2023 - Aug 25 2023
Note

Part of ISBN 9781956792034

QC 20231010

Available from: 2023-10-10 Created: 2023-10-10 Last updated: 2023-10-10Bibliographically approved

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Zea, EliasVinuesa, Ricardo

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Citation style
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