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Fairness and Abstraction in Sociotechnical Systems
15 references·16 citing·34 second hop
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References

  • 1988Science in Action: How to Follow Scientists and Engineers through Society10,767 cited
  • 1987Science in action : how to follow scientists and engineers through society8,955 cited
  • 1984The Social Construction of Facts and Artefacts: or How the Sociology of Science and the Sociology of Technology might Benefit Each Other3,887 cited
  • 2018Automating Inequality: How High-Tech Tools Profile, Police, and Punish the Poor3,279 cited
  • 2019Model Cards for Model Reporting2,653 cited
  • 2016Equality of Opportunity in Supervised Learning2,535 cited
  • 2017Fair Prediction with Disparate Impact: A Study of Bias in Recidivism Prediction Instruments2,157 cited
  • 2015Certifying and Removing Disparate Impact1,827 cited
  • 1965The Conduct of Inquiry: Methodology for Behavioral Science.1,150 cited
  • 2017Meaningful information and the right to explanation513 cited
  • 1987The Id, the Ego, and Equal Protection: Reckoning with Unconscious Racism504 cited
  • 1996Users as Agents of Technological Change: The Social Construction of the Automobile in the Rural United States452 cited
  • 1991Artificial experts: social knowledge and intelligent machines312 cited
  • 1995The Content of Our Categories: A Cognitive Bias Approach to Discrimination and Equal Employment Opportunity304 cited

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  • 2002Studying those who study us: an anthropologist in the world of artificial intelligence269 cited
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    • 2021A Framework of Potential Sources of Harm Throughout the Machine Learning Life Cycle573 cited
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    • 2020Data and its (dis)contents: A survey of dataset development and use in machine learning research519 cited
    • 2023The Ethics of Artificial Intelligence515 cited
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