This webpage documents a paper, dataset and presentation video related to our 2021 study of discrimination in job ad delivery on Facebook and LinkedIn.
Our methodology is described in the following paper:
Title: Auditing for Discrimination in Algorithms Delivering Job Ads
Authors: Basileal Imana, Aleksandra Korolova, and John Heidemann
Venue: In Proceedings of The Web Conference 2021 (WWW ‘21), April 19–23, 2021, Ljubljana, Slovenia.
Runner-up Best Student Paper Award
Links: PDF, Video, Bibtex, Twitter.
Below is a recording of our conference presentation for The Web Conference 2021.
We list specific advertisements below, by figure in the paper.