Hybrid CNN Based Attention with Category Prior for User Image Behavior Modeling

Abstract

User historical behaviors are proved useful for Click Through Rate (CTR) prediction in online advertising system. In Meituan, one of the largest e-commerce platform in China, an item is typically displayed with its image and whether a user * Both authors contributed equally to this research.