A generalized cross entropy metric lets recommender-system designers specify an ideal benefit distribution and scores how fairly an algorithm serves each user or item group.
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Recommender Systems Fairness Evaluation via Generalized Cross Entropy
A generalized cross entropy metric lets recommender-system designers specify an ideal benefit distribution and scores how fairly an algorithm serves each user or item group.