Bias as Boundary Object: Unpacking The Politics Of An Austerity Algorithm Using Bias Frameworks

Author:

Grill Gabriel1ORCID,Fischer Fabian2ORCID,Cech Florian3ORCID

Affiliation:

1. University of Michigan, USA

2. University of Applied Arts Vienna, Austria

3. TU Wien, Austria

Publisher

ACM

Reference75 articles.

1. Rediet Abebe , Solon Barocas , Jon Kleinberg , Karen Levy , Manish Raghavan , and David G. Robinson . 2020. Roles for Computing in Social Change . In Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency ( Barcelona, Spain , 2020 -01-27) (FAT* ’20). Association for Computing Machinery, 252–260. https://doi.org/10.1145/3351095.3372871 10.1145/3351095.3372871 Rediet Abebe, Solon Barocas, Jon Kleinberg, Karen Levy, Manish Raghavan, and David G. Robinson. 2020. Roles for Computing in Social Change. In Proceedings of the 2020 Conference on Fairness, Accountability, and Transparency (Barcelona, Spain, 2020-01-27) (FAT* ’20). Association for Computing Machinery, 252–260. https://doi.org/10.1145/3351095.3372871

2. Doris Allhutter , Florian Cech , Fabian Fischer , Gabriel Grill , and Astrid Mager . 2020. Algorithmic Profiling of Job Seekers in Austria: How Austerity Politics Are Made Effective. 3 ( 2020 ). https://doi.org/10.3389/fdata.2020.00005 10.3389/fdata.2020.00005 Doris Allhutter, Florian Cech, Fabian Fischer, Gabriel Grill, and Astrid Mager. 2020. Algorithmic Profiling of Job Seekers in Austria: How Austerity Politics Are Made Effective. 3 (2020). https://doi.org/10.3389/fdata.2020.00005

3. Doris Allhutter Astrid Mager Florian Cech Fabian Fischer and Gabriel Grill. 2020. Der AMS Algorithmus-Eine Soziotechnische Analyse Des Arbeitsmarktchancen-Assistenz-Systems (AMAS). (2020). https://epub.oeaw.ac.at/ita/ita-projektberichte/2020-02.pdf Doris Allhutter Astrid Mager Florian Cech Fabian Fischer and Gabriel Grill. 2020. Der AMS Algorithmus-Eine Soziotechnische Analyse Des Arbeitsmarktchancen-Assistenz-Systems (AMAS). (2020). https://epub.oeaw.ac.at/ita/ita-projektberichte/2020-02.pdf

4. Louise Amoore . 2020 . Cloud Ethics: Algorithms and the Attributes of Ourselves and Others . Duke University Press , Durham . Louise Amoore. 2020. Cloud Ethics: Algorithms and the Attributes of Ourselves and Others. Duke University Press, Durham.

5. Daniel Arp , Erwin Quiring , Feargus Pendlebury , Alexander Warnecke , Fabio Pierazzi , Christian Wressnegger , Lorenzo Cavallaro , and Konrad Rieck . 2022 . Dos and Don’ts of Machine Learning in Computer Security . In Proc. of USENIX Security Symposium (2022). 18. Daniel Arp, Erwin Quiring, Feargus Pendlebury, Alexander Warnecke, Fabio Pierazzi, Christian Wressnegger, Lorenzo Cavallaro, and Konrad Rieck. 2022. Dos and Don’ts of Machine Learning in Computer Security. In Proc. of USENIX Security Symposium (2022). 18.

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