Previous models either combine user/product information into a single attention vector (Chen et al., 2016) or entirely separate them into distinct user and product attention vectors (Amplayo et al., 2018a).
our model creates a single attention vector, but through the k basis attention vectors, which are vectors containing fuzzy semantics among users and products.