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Sustainability-oriented evaluation metrics can help to assess the quality of recommender systems beyond widespread metrics such as accuracy, precision, recall, and satisfaction. Following the United Nations’ sustainable development goals (SDGs), such metrics can help to analyze the impact of recommender systems on environmental, social, and economic aspects. We discuss different basic sustainability evaluation metrics for recommender systems and analyze their applications.

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Sustainability Evaluation Metrics for Recommender Systems

  • 会议论文

  • 发表日期：

    2026年

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  • Alexander Felfernig,
  • Damian Garber,
  • Viet-Man Le,
  • Sebastian Lubos,
  • Thi Ngoc Trang Tran

摘要

Sustainability-oriented evaluation metrics can help to assess the quality of recommender systems beyond widespread metrics such as accuracy, precision, recall, and satisfaction. Following the United Nations’ sustainable development goals (SDGs), such metrics can help to analyze the impact of recommender systems on environmental, social, and economic aspects. We discuss different basic sustainability evaluation metrics for recommender systems and analyze their applications.