Cited by 167Ethics and Social Impacts of AIArtificial Intelligence in LawPolicing Practices and Perceptions

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A review of predictive policing from the perspective of fairness

Alikhademi, Kiana, Drobina, Emma, Prioleau, Diandra, Richardson, Brianna, Purves, Duncan, Gilbert, Juan E.·2022·Artificial Intelligence and Law

DOI 10.1007/s10506-021-09286-4

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A Survey on Bias and Fairness in Machine Learning
Mehrabi, N., Morstatter, F., Saxena, N., Lerman, K., & Galstyan, A. (2022) · ACM Computing Surveys · doi:10.1145/3457607 · Cited by 5,812
Fairness through awareness
Dwork, C., Hardt, M., Pitassi, T., Reingold, O., & Zemel, R. (2012) · Proceedings of the 3rd Innovations in Theoretical Computer Science Conference · doi:10.1145/2090236.2090255 · Cited by 3,501
Fair prediction with disparate impact: a study of bias in recidivism prediction instruments
Chouldechova, A. (2017) · Big Data · doi:10.1089/big.2016.0047 · Cited by 2,159
AI Fairness 360: An Extensible Toolkit for Detecting, Understanding, and Mitigating Unwanted Algorithmic Bias
Bellamy, R. K. E., Dey, K., Hind, M., Hoffman, S. C., Houde, S., Kannan, K., Lohia, P., Martino, J., Mehta, S., Mojsilovic, A., et al. (2018) · arXiv · doi:10.48550/arxiv.1810.01943 · Cited by 1,581
Algorithmic Decision Making and the Cost of Fairness
Corbett-Davies, S., Pierson, E., Feller, A., Goel, S., & Huq, A. (2017) · Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining · doi:10.1145/3097983.3098095 · Cited by 1,149
Fairness definitions explained
Verma, S., & Rubin, J. (2018) · Proceedings of the International Workshop on Software Fairness · doi:10.1145/3194770.3194776 · Cited by 1,124
Fairness in Criminal Justice Risk Assessments: The State of the Art
Berk, R., Heidari, H., Jabbari, S., Kearns, M., & Roth, A. (2021) · Sociological Methods & Research · doi:10.1177/0049124118782533 · Cited by 988 · cited 1×
“Binns (2018) discusses through the lens of moral and political philosophy the de(cid:12)nitions of \fair" and \non-discriminatory" as they apply to algorithmic decision-making systems.”
Background
AI Fairness 360: An extensible toolkit for detecting and mitigating algorithmic bias
Bellamy, R. K. E., Dey, K., Hind, M., Hoffman, S. C., Houde, S., Kannan, K., Lohia, P., Martino, J., Mehta, S., Mojsilović, A., et al. (2019) · IBM Journal of Research and Development · doi:10.1147/jrd.2019.2942287 · Cited by 884
Predictive Policing: The Role of Crime Forecasting in Law Enforcement Operations
Perry, W., McInnis, B., Price, C., Smith, S., & Hollywood, J. (2013) · doi:10.7249/rr233 · Cited by 693
To Predict and Serve?
Lum, K., & Isaac, W. (2016) · Significance · doi:10.1111/j.1740-9713.2016.00960.x · Cited by 611

Show all 53 references

Research works printed but not linked: 7

Bakke E (2018) Predictive policing: the argument for public transparency. NYU Ann Surv Am L 74:131
Chouldechova A (2017) Fair prediction with disparate impact: a study of bias in recidivism prediction instruments. Big Data 5(2):153–163 · DOI · Paper page
Ferguson AG (2016) Policing predictive policing. Wash UL Rev 94:1109
Hardt M, Price E, Srebro N (2016) Equality of opportunity in supervised learning. In: Advances in neural information processing systems, pp 3315–3323
Kusner MJ, Loftus J, Russell C, Silva R (2017) Counterfactual fairness. In: Advances in neural information processing systems, pp 4066–4076
Richardson R, Schultz J, Crawford K (2019) Dirty data, bad predictions: how civil rights violations impact police data, predictive policing systems, and justice. New York University Law Review Online, Forthcoming
Ridgeway G (2013) The pitfalls of preduction. NIJ J 271:34–40

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Authors: Alikhademi, K., Drobina, E., Prioleau, D., Richardson, B., Purves, D., & Gilbert, J. E.
Affiliations: University of Florida (US)
Corresponding author: Alikhademi, Kiana
ORCID: Alikhademi, Kiana
Prioleau, Diandra
Richardson, Brianna
Purves, Duncan
Gilbert, Juan E.
Venue: Artificial Intelligence and Law
Publisher: Springer Science and Business Media LLC
Published: 2021-04-15
Volume: 30
Issue: 1
Pages: 1-17
ISSN: 0924-8463 (ISSN-L)
1572-8382
DOI: 10.1007/s10506-021-09286-4
OpenAlex: W3155016818
Cited by: 167
References: 53
Citations by year: 2026: 29 · 2025: 26 · 2024: 27 · 2023: 69 · 2022: 14 · 2021: 2
FWCI: 35.01
Type: journal article
Language: en
Update notices: correction (2021-08-28)
Open access: closed
Licence: www.springer.com/tdm (tdm)
www.springer.com/tdm (vor)
Locations: Artificial Intelligence and Law (publishedVersion)
Funders: NSF (1917712)
Topics: Physical Sciences › Computer Science › Artificial Intelligence › Ethics and Social Impacts of AI
Social Sciences › Law › Artificial Intelligence in Law
Social Sciences › Political Science and International Relations › Policing Practices and Perceptions
Keywords: predictive policing, algorithmic fairness, indirect discrimination, systemic bias, criminal justice, algorithmic bias, social justice

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A review of predictive policing from the perspective of fairness

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