most citedAlgorithms are not neutral: Bias in collaborative filtering

8 citations · 8 across the 2 of their papers we have counts for

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cs.IR2021

Revisiting Popularity and Demographic Biases in Recommender Evaluation and Effectiveness

Nicola Neophytou, Bhaskar Mitra, Catherine Stinson

Recommendation algorithms are susceptible to popularity bias: a tendency to recommend popular items even when they fail to meet user needs. A related issue is that the recommendati…