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What is Comparative Analysis of Fair Ranking Metrics about?
This paper provides a comparative analysis of various fair ranking metrics used in recommender systems, highlighting their similarities and differences. The authors describe these metrics within a unified framework and empirically evaluate them using the same dataset and experimental setup. The study aims to clarify the applicability of different fairness metrics and their effectiveness in addressing biases against protected groups.
- Author
- Sherin Naha
- Language
- EN