Fairness in Information Access Systems

by Anubrata Das, Michael D Ekstrand, Robin Burke

Recommendation, information retrieval, and other information access systems pose unique challenges for investigating and applying the fairness and non-discrimination concepts that have been developed for studying other machine learning systems. While fair information access shares many commonalities with fair classification, there are important differences such as the multistakeholder nature of information access applications, the rank-based problem...

• Format: Paperback
• Language: English
• ISBN: 1638280401
• ISBN13: 9781638280408
• Release Date: July 2022
• Publisher: Now Publishers
• Length: 196 Pages
• Weight: 0.62 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"