Robustness Analysis of Pareto-based Joint Evaluation of Fairness and Relevance in Recommender Systems

Recommender Systems (RSs) can be evaluated for many aspects, two of them being recommendation relevance and fairness. These two aspects can be evaluated either in isolation, using a measure for each aspect; or jointly with a single`relevance-aware' fairness measure that quantifies fairness with resp