Evaluation

Exploring the landscape of recommender systems evaluation: practices and perspectives
Recommender systems research and practice are fast-developing topics with growing adoption in a wide variety of information access …
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Exploring the landscape of recommender systems evaluation: practices and perspectives
Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation
Evaluation plays a vital role in recommender systems—in research and practice—whether for confirming algorithmic concepts or assessing …
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Report on the 3rd Workshop on the Perspectives on the Evaluation of Recommender Systems (PERSPECTIVES 2023) at RecSys 2023
Evaluation is a central step when developing, optimizing, and deploying recommender systems. The PERSPECTIVES 2023 workshop, held as …
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Frontiers of Information Access Experimentation for Research and Education (Report from Dagstuhl Seminar 23031)
This report documents the program and the outcomes of Dagstuhl Seminar 23031 ‘Frontiers of Information Access Experimentation for …
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Third workshop: perspectives on the evaluation of recommender systems (PERSPECTIVES 2023)
Evaluation is important when developing and deploying recommender systems. The PERSPECTIVES workshop sheds light on the different, …
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Report on the Dagstuhl Seminar on Frontiers of Information Access Experimentation for Research and Education
This report documents the program and the outcomes of Dagstuhl Seminar 23031 “Fron- tiers of Information Access Experimentation for …
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Evaluating Recommender Systems: Survey and Framework
The comprehensive evaluation of the performance of a recommender system is a complex endeavor: many facets need to be considered in …
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Evaluating Recommender Systems: Survey and Framework
SI 'Perspectives on Recommender Systems Evaluation' @ TORS
Special Issue ‘Perspectives on Recommender Systems Evaluation’ in ACM Transactions on Recommender Systems.
Apr 24, 2022 1 min read Special Issue
Multi-Method Evaluation of Adaptive Systems
Tutorial on Multi-Method Evaluation of Adaptive Systems at UMAP 2021.
Jun 25, 2021 Online
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Multi-method evaluation of adaptive systems
When evaluating personalized or adaptive systems, we frequently rely on one single evaluation objective and one single method. This …
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