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Minghua Xiong

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Open access Aug 2026

Long-Term Fairness-Aware Recommendation via Adaptive Fairness Metric Selection

The proposed Long-term Fairness-aware Recommendation via Adaptive Fairness Metric Selection (LFR-via-AFMS) adaptively selects the most appropriate fairness criterion: Equal Opportunity for true causality, and Demographic Parity for spurious correlations, which eliminates unjustified disparities entirely.

Ji-Jun Yu, Minghua Xiong · Information · 0 citations