Furthermore, our evaluation demonstrates that learning
topic weights from user feedback can increase the user engagement
(as compared to the collaborative filtering baseline)
by more than 80% over the standard information retrieval
representation. This demonstrates the importance of
incorporating user feedback in content representation.