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How to Make Latent Factors Interpretable by Feeding Factorization Machines with Knowledge Graphs

Lecture Notes in Computer Science, (2019): 38-56

Cited: 32|Views186
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Abstract

Model-based approaches to recommendation can recommend items with a very high level of accuracy. Unfortunately, even when the model embeds content-based information, if we move to a latent space we miss references to the actual semantics of recommended items. Consequently, this makes non-trivial the interpretation of a recommendation proc...More

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