Li-Yen Kuo

Hierarchical Negative Binomial Factorization for Recommender Systems on Implicit Feedback

When exposed to an item in a recommender system, a user may consume it (known as success exposure) or neglect it (known as failure exposure). The recently proposed methods that consider both success and failure exposure merely regard failure exposure as a constant prior, thus being capable of neithe…