LEADER 04787nam 22005533 450 001 9910806000303321 005 20240607122258.0 010 $a90-485-5690-2 024 7 $a10.1515/9789048556908 035 $a(CKB)30381513800041 035 $a(MiAaPQ)EBC31202970 035 $a(Au-PeEL)EBL31202970 035 $a(DE-B1597)678749 035 $a(DE-B1597)9789048556908 035 $a(OCoLC)1423239936 035 $a(EXLCZ)9930381513800041 100 $a20240311d2024 uy 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aAlgorithmic Regimes $eMethods, Interactions, and Politics 205 $a1st ed. 210 1$aAmsterdam :$cAmsterdam University Press,$d2024. 210 4$dİ2024. 215 $a1 online resource (348 pages) 225 1 $aDigital Studies ;$vv.3 327 $aCover -- Table of Contents -- 1. Knowing in Algorithmic Regimes: An Introduction -- Juliane Jarke, Bianca Prietl, Simon Egbert, Yana Boeva, and Hendrik Heuer -- I. METHODS -- 2. Revisiting Transparency Efforts in Algorithmic Regimes -- Motahhare Eslami and Hendrik Heuer -- 3. Understanding and Analysing Science's Algorithmic Regimes: A Primer in Computational Science Code Studies -- Gabriele Gramelsberger, Daniel Wenz, and Dawid Kasprowicz -- 4. Sensitizing for Algorithms: Foregrounding Experience in the Interpretive Study of Algorithmic Regimes -- Elias Storms and Oscar Alvarado -- 5. Reassembling the Black Box of Machine Learning: Of Monsters and the Reversibility of Foldings -- Juliane Jarke and Hendrik Heuer -- 6. Commentary: Methods in Algorithmic Regimes -- Adrian Mackenzie -- II. INTERACTIONS -- 7. Buildings in the Algorithmic Regime: Infrastructuring Processes in Computational Design -- Yana Boeva and Cordula Kropp -- 8. The Organization in the Loop: Exploring Organizations as Complex Elements of Algorithmic Assemblages -- Stefanie Büchner, Henrik Dosdall, and Ioanna Constantiou -- 9. Algorithm-Driven Reconfigurations of Trust Regimes: An Analysis of the Potentiality of Fake News -- Jörn Wiengarn and Maike Arnold -- 10. Recommender Systems beyond the Filter Bubble: Algorithmic Media and the Fabrication of Publics -- Nikolaus Poechhacker, Marcus Burkhardt, and Jan-Hendrik Passoth -- 11. Commentary: Taking to Machines: Knowledge Production and Social Relations in the Age of Governance by Data Infrastructure -- Stefania Milan -- III. POLITICS -- 12. The Politics of Data Science: Institutionalizing Algorithmic Regimes of Knowledge Production -- Bianca Prietl and Stefanie Raible -- 13. Algorithmic Futures: Governmentality and Prediction Regimes -- Simon Egbert -- 14. Power and Resistance in the Twitter Bias Discourse -- Paola Lopez. 327 $a15. Making Algorithms Fair: Ethnographic Insights from Machine Learning Interventions -- Katharina Kinder-Kurlanda and Miriam Fahimi -- 16. Commentary: The Entanglements, Experiments, and Uncertainties of Algorithmic Regimes -- Nanna Bonde Thylstrup -- Index. 330 $aAlgorithms have risen to become one, if not the central technology for producing, circulating, and evaluating knowledge in multiple societal arenas. In this book, scholars from the social sciences, humanities, and computer science argue that this shift has, and will continue to have, profound implications for how knowledge is produced and what and whose knowledge is valued and deemed valid. To attend to this fundamental change, the authors propose the concept of algorithmic regimes and demonstrate how they transform the epistemological, methodological, and political foundations of knowledge production, sensemaking, and decision-making in contemporary societies. Across sixteen chapters, the volume offers a diverse collection of contributions along three perspectives on algorithmic regimes: the methods necessary to research and design algorithmic regimes, the ways in which algorithmic regimes reconfigure sociotechnical interactions, and the politics engrained in algorithmic regimes. 410 0$aDigital Studies 606 $aCOMPUTERS / Database Management / Data Mining$2bisacsh 610 $aAlgorithmic regimes, datafication, critical data studies, algorithm studies, science and technology studies. 615 7$aCOMPUTERS / Database Management / Data Mining. 676 $a303.4833 700 $aJarke$b Juliane$0906899 701 $aPrietl$b Bianca$0926278 701 $aEgbert$b Simon$01231251 701 $aBoeva$b Yana$01726467 701 $aHeuer$b Hendrik$01726468 701 $aArnold$b Maike$01726469 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910806000303321 996 $aAlgorithmic Regimes$94132152 997 $aUNINA