Apparel Goods Recommender System Using image feature

Abstract

Recommender system is an information-filtering tool used in solving the problem that the user's preference in information overload. In recent years, with the development of deep learning, more and more research has begun to try the combination of deep learning and recommender system, and achieved good results. In this paper, we propose a novel probabilistic model. This model integrates a deep neural network model for extracting image shape features into the apparel goods recommender system to achieve good performance.