Algorithmic Fairness over the Years - A Scoping Review of Research in Computer Science and Law

Anne Oloo, Daphne Lenders
Proceedings of Fourth European Workshop on Algorithmic Fairness, PMLR 294:339-343, 2025.

Abstract

This paper presents partial results of a scoping review, conducted on the field of algorithmic fairness. We analyzed 1570 papers, to identify research gaps and developments within the field, particularly regarding their demographic and geographical focus.

Cite this Paper

BibTeX
@InProceedings{pmlr-v294-oloo25a, title = {Algorithmic Fairness over the Years - A Scoping Review of Research in Computer Science and Law}, author = {Oloo, Anne and Lenders, Daphne}, booktitle = {Proceedings of Fourth European Workshop on Algorithmic Fairness}, pages = {339--343}, year = {2025}, editor = {Weerts, Hilde and Pechenizkiy, Mykola and Allhutter, Doris and Corrêa, Ana Maria and Grote, Thomas and Liem, Cynthia}, volume = {294}, series = {Proceedings of Machine Learning Research}, month = {30 Jun--02 Jul}, publisher = {PMLR}, pdf = {https://raw.githubusercontent.com/mlresearch/v294/main/assets/oloo25a/oloo25a.pdf}, url = {https://proceedings.mlr.press/v294/oloo25a.html}, abstract = {This paper presents partial results of a scoping review, conducted on the field of algorithmic fairness. We analyzed 1570 papers, to identify research gaps and developments within the field, particularly regarding their demographic and geographical focus.} }
Endnote
%0 Conference Paper %T Algorithmic Fairness over the Years - A Scoping Review of Research in Computer Science and Law %A Anne Oloo %A Daphne Lenders %B Proceedings of Fourth European Workshop on Algorithmic Fairness %C Proceedings of Machine Learning Research %D 2025 %E Hilde Weerts %E Mykola Pechenizkiy %E Doris Allhutter %E Ana Maria Corrêa %E Thomas Grote %E Cynthia Liem %F pmlr-v294-oloo25a %I PMLR %P 339--343 %U https://proceedings.mlr.press/v294/oloo25a.html %V 294 %X This paper presents partial results of a scoping review, conducted on the field of algorithmic fairness. We analyzed 1570 papers, to identify research gaps and developments within the field, particularly regarding their demographic and geographical focus.
APA
Oloo, A. & Lenders, D.. (2025). Algorithmic Fairness over the Years - A Scoping Review of Research in Computer Science and Law. Proceedings of Fourth European Workshop on Algorithmic Fairness, in Proceedings of Machine Learning Research 294:339-343 Available from https://proceedings.mlr.press/v294/oloo25a.html.

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