A framework for recommender systems evaluation

What is it about?

The FEVR framework provides a structured foundation to adopt adequate evaluation configurations that encompass this required multi-facettedness and provides the basis to advance in the field.

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Why is it important?

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. In this paper, we consolidate and systematically organize this dispersed knowledge on recommender systems evaluation.