Human Perceptions of Fairness in Algorithmic Decision Making

Author:

Grgic-Hlaca Nina1,Redmiles Elissa M.2,Gummadi Krishna P.1,Weller Adrian3

Affiliation:

1. Max Planck Institute for Software Systems (MPI-SWS) & Saarland University, Saarbrücken, Germany

2. University of Maryland, College Park, MD, USA

3. Cambridge University & Alan Turing Institute, Cambridge, United Kingdom

Funder

National Science Foundation Graduate Research Fellowship Program

Leverhulme Trust via the CFI

The Alan Turing Institute under EPSRC grant

David MacKay Newton research fellowship at Darwin College

Publisher

ACM Press

Reference63 articles.

1. Amanda Y Agan and Sonja B Starr. 2016. Ban the Box, Criminal Records, and Statistical Discrimination: A Field Experiment. (2016).

2. Fatima M Albar and Antonie J Jetter. 2009. Heuristics in Decision Making. In PICMET.

3. Richard M Alston, James R Kearl, and Michael B Vaughan. 1992. Is There a Consensus among Economists in the 1990's? The American Economic Review (1992).

4. Elizabeth S Anderson. 1999. What is the Point of Equality? Ethics (1999).

5. Julia Angwin, Jeff Larson, Surya Mattu, and Lauren Kirchner. 2016. Machine Bias: There's Software Used Across the Country to Predict Future Criminals. And it's Biased Against Blacks. https://www.propublica.org/article/ machine-bias-risk-assessments-in-criminal-sentencing. (2016).

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