Index Terms
- Recommender systems for evaluating computer messages
Recommendations
Evaluating collaborative filtering recommender systems
Recommender systems have been evaluated in many, often incomparable, ways. In this article, we review the key decisions in evaluating collaborative filtering recommender systems: the user tasks being evaluated, the types of analysis and datasets being ...
Evaluating Decision-Aware Recommender Systems
RecSys '17: Proceedings of the Eleventh ACM Conference on Recommender SystemsThe main goal of a Recommender System is to suggest relevant items to users, although other utility dimensions - such as diversity, novelty, confidence, possibility of providing explanations - are often considered. In this work, in order to increase the ...
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 configuring an adequate and effective evaluation setting. Such facets include, for instance, defining the specific goals of ...
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