A hybrid approach for item collection recommendations : an application to automatic playlist continuation
Anna Gkatzioura
Abstract:Current recommender systems aim mainly to generate accurate item recommendations, without properly evaluating the multiple dimensions of the recommendation problem. However, in many domains, like in music, where items are rarely consumed in isolation, users would rather need a set of items, designed to work well together, while having some cognitive properties as a whole, related to their perception of quality and satisfaction.
In this thesis, a hybrid case-based recommendation approach for item collecti… Show more
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