IM+io Fachmagazin, Ausgabe 3/2024

Künstliche Intelligenz, soziale Diskriminierung
Wie Geschlechterforschung zu gerechter KI beitragen kann

Literaturhinweise

[1] boyd, danah & Crawford, Kate: Critical questions for big data. Information, Communication & Society 2012, Vol. 15, No. 5, 662-679

[2] Gitelman, Lisa: ‘Raw Data’ is an oxymoron. Cambridge, MA 2013

[3] Prietl, Bianca: Die Versprechen von Big Data im Spiegel feministischer Rationalitätskritik. In: GENDER 3/2019, 11- 25

[4] Crawford. Kate: The Hidden Biases of Big Data. Harvard Business Review. 1 April, 2013

[5] Angwin, Julia, Jeff Larson, Surya Mattu & Lauren Kirchner: Machine Bias https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing (2016, zuletzt gesehen am 17.8.2024)

[6] Orwat. Carsten: Diskriminierungsrisiken durch Verwendung von Algorithmen. Berlin 2019

[7] O’Neil, Cathy (2016): Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy. New York 2016

[8] Prietl, Bianca: Warum Ethikstandards nicht alles sind. Zu den herrschaftskonservierenden Effekten aktueller Digitalisierungskritik. Behemoth 2021, 14 (2), 19-30

[9] D’Ignazio, Catherine & Lauren Klein: Data Feminism, Cambirdge, MA 2020

[10] Barocas, Solon Moritz Hardt & Arvind Narayanan: Fairness and Machine Learning. Cambridge, MA 2023

[11] Haraway, Donna: Situated Knowledges: The Science Question in Feminism and the Privilege of Partial Perspective. In: Feminist Studies. Band 14, Nr. 3, 1988, 575–599

[12] Gebru, Timnit et al.: Data Sheets for Data Sets. Communications of the ACM 2021, 64(12), 86-92

[13] https://designjustice.org/german (zuletzt gesehen am 17.8.2024)

[14] Costanza-Chock, Sasha: Design Justice. Community-Led Practices to Build the Worlds we Need. Cambridge, MA 2020

[15] Escobar, Arturo: Design for the Pluriverse. Durham, NC 2017

[16] Decolonial AI Manyfesto: https://manyfesto.ai/ (zuletzt gesehen am 17.8.2024)

[17] [D/R]econstructing AI. Algorithms of Late Capitalism. Issue 4, September 2020 https://algorithmsoflatecapitalism.tumblr.com/zines (zuletzt gesehen am 17.8.2024)

[18] Lewis, Jason Edwards et al.: Indigenous protocol and Artificial Intelligence. Honolulu, HI 2022

[19] Birhane, Abeba: Algorithmic injustice: a relational ethics approach. Patterns 2021 2(2). DOI: 10.1016/J.PATTER.2021.100205.

[20] Puig de la Bellacasa, Maria: Matters of Care. Speculative Ethics in a more than human world. Minneapolis, MN 2017