Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering

Ruining He, Julian McAuley

Building a successful recommender system depends on understanding both the dimensions of people's preferences as well as their dynamics. In certain domains, such as fashion, modeli…