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How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective

Research article (Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025) · cited 13× · AI/ML
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How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective

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How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective is a scholarly article[1].

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  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective. Retrieved May 24, 2026, from https://4ort.xyz/entity/how-do-recommendation-models-amplify-popularity-bias-an-analysis-from-the-spectral-perspective
MLA “How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/how-do-recommendation-models-amplify-popularity-bias-an-analysis-from-the-spectral-perspective.
BibTeX @misc{4ortxyz_how-do-recommendation-models-amplify-popularity-bias-an-analysis-from-the-spectral-perspective_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective}}, year = {2026}, url = {https://4ort.xyz/entity/how-do-recommendation-models-amplify-popularity-bias-an-analysis-from-the-spectral-perspective}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): How Do Recommendation Models Amplify Popularity Bias? An Analysis from the Spectral Perspective — https://4ort.xyz/entity/how-do-recommendation-models-amplify-popularity-bias-an-analysis-from-the-spectral-perspective (retrieved 2026-05-24)

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