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.
See Facebook’s documentation of the different campaign objectives it makes available to advertisers, such as awareness, reach and engagement here. (image)