BriefGPT.xyz
May, 2024
推进文化包容性:优化嵌入空间以实现平衡的音乐推荐
Advancing Cultural Inclusivity: Optimizing Embedding Spaces for Balanced Music Recommendations
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Armin Moradi, Nicola Neophytou, Golnoosh Farnadi
TL;DR
通过在嵌入空间中捕捉用户和歌曲的文化细微差别,我们提出了两种新的增强方法来解决音乐推荐中的流行度偏见,从而减少了流行度偏见并提高了人群和文化的公平性。
Abstract
popularity bias
in
music recommendation systems
-- where artists and tracks with the highest listen counts are recommended more often -- can also propagate biases along demographic and cultural axes. In this work
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