External resources

Evaluation Strategies

  • Antoine Bordes, Nicolas Usunier, Alberto Garcia-Duran, Jason Weston, Oksana Yakhnenko: Translating Embeddings for Modeling Multi-relational Data Paper

Metrics

  • Tao Zhou, Zoltan Kuscsik, Jian-Guo Liu, Matus Medo, Joseph R. Wakeling, Yi-Cheng Zhang: Solving the Apparent Diversity-Accuracy Dilemma of Recommender Systems Paper

  • Yiyu Yao: Measuring Retrieval Effectiveness Based on User Preference of Documents Paper

  • Shani, Guy, and Asela Gunawardana: Evaluating Recommendation Systems Paper

Survey Papers

  • Gunnar Schröder, Maik Thiele, Wolfgang Lehner: Setting Goals and Choosing Metrics for Recommender System Evaluations Paper

  • Iman Avazpour, Teerat Pitakrat, Lars Grunske, John Grundy: Dimensions and Metrics for Evaluating Recommendation Systems Paper