On a Yelp sample, trust-aware neighborhood recommenders (TrustKNN) show lower bias disparity between demographic groups than matrix factorization and other model-based algorithms.
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Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison
On a Yelp sample, trust-aware neighborhood recommenders (TrustKNN) show lower bias disparity between demographic groups than matrix factorization and other model-based algorithms.