{"title":"Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions","citation":{"ieee":"K. Kinder-Kurlanda and M. Fahimi, “Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions,” in <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i>, J. Jarke, B. Prietl, S. Egbert, Y. Boeva, H. Heuer, and M. Arnold, Eds. Amsterdam: Amsterdam University Press, 2024, pp. 309–330.","mla":"Kinder-Kurlanda, Katharina, and Miriam Fahimi. “Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions.” <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i>, edited by Juliane Jarke et al., Amsterdam University Press, 2024, pp. 309–330.","ama":"Kinder-Kurlanda K, Fahimi M. Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions. In: Jarke J, Prietl B, Egbert S, Boeva Y, Heuer H, Arnold M, eds. <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i> Amsterdam University Press; 2024:309–330.","bibtex":"@inbook{Kinder-Kurlanda_Fahimi_2024, place={Amsterdam}, title={Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions}, booktitle={Algorithmic Regimes. Methods, Interactions, and Politics.}, publisher={Amsterdam University Press}, author={Kinder-Kurlanda, Katharina and Fahimi, Miriam}, editor={Jarke, Juliane and Prietl, Bianca and Egbert, Simon and Boeva, Yana and Heuer, Hendrik and Arnold, Maike}, year={2024}, pages={309–330} }","short":"K. Kinder-Kurlanda, M. Fahimi, in: J. Jarke, B. Prietl, S. Egbert, Y. Boeva, H. Heuer, M. Arnold (Eds.), Algorithmic Regimes. Methods, Interactions, and Politics., Amsterdam University Press, Amsterdam, 2024, pp. 309–330.","chicago":"Kinder-Kurlanda, Katharina, and Miriam Fahimi. “Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions.” In <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i>, edited by Juliane Jarke, Bianca Prietl, Simon Egbert, Yana Boeva, Hendrik Heuer, and Maike Arnold, 309–330. Amsterdam: Amsterdam University Press, 2024.","apa":"Kinder-Kurlanda, K., &#38; Fahimi, M. (2024). Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions. In J. Jarke, B. Prietl, S. Egbert, Y. Boeva, H. Heuer, &#38; M. Arnold (Eds.), <i>Algorithmic Regimes. Methods, Interactions, and Politics.</i> (pp. 309–330). Amsterdam University Press."},"_id":"62230","year":"2024","page":"309–330","user_id":"118059","publisher":"Amsterdam University Press","publication":"Algorithmic Regimes. Methods, Interactions, and Politics.","department":[{"_id":"756"},{"_id":"26"}],"author":[{"last_name":"Kinder-Kurlanda","full_name":"Kinder-Kurlanda, Katharina","first_name":"Katharina"},{"orcid":"0000-0002-0619-3160","full_name":"Fahimi, Miriam","last_name":"Fahimi","id":"118059","first_name":"Miriam"}],"status":"public","language":[{"iso":"eng"}],"abstract":[{"text":"Algorithms have risen to become one, if not the central technology for producing, circulating, and evaluating knowledge in multiple societal arenas. In this book, scholars from the social sciences, humanities, and computer science argue that this shift has, and will continue to have, profound implications for how knowledge is produced and what and whose knowledge is valued and deemed valid. To attend to this fundamental change, the authors propose the concept of algorithmic regimes and demonstrate how they transform the epistemological, methodological, and political foundations of knowledge production, sensemaking, and decision-making in contemporary societies. Across sixteen chapters, the volume offers a diverse collection of contributions along three perspectives on algorithmic regimes: the methods necessary to research and design algorithmic regimes, the ways in which algorithmic regimes reconfigure sociotechnical interactions, and the politics engrained in algorithmic regimes.","lang":"eng"}],"place":"Amsterdam","editor":[{"first_name":"Juliane","full_name":"Jarke, Juliane","last_name":"Jarke"},{"first_name":"Bianca","full_name":"Prietl, Bianca","last_name":"Prietl"},{"first_name":"Simon","last_name":"Egbert","full_name":"Egbert, Simon"},{"first_name":"Yana","full_name":"Boeva, Yana","last_name":"Boeva"},{"first_name":"Hendrik","full_name":"Heuer, Hendrik","last_name":"Heuer"},{"first_name":"Maike","last_name":"Arnold","full_name":"Arnold, Maike"}],"date_created":"2025-11-18T10:00:38Z","date_updated":"2025-11-18T10:02:25Z","publication_identifier":{"isbn":["978-94-6372-848-5"]},"type":"book_chapter"}