A0195
Title: Modeling of preference data with multiple network views
Authors: Philip Yu - The Education University of Hong Kong (Hong Kong) [presenting]
Yipeng Zhuang - The Education University of Hong Kong (Hong Kong)
Abstract: Nowadays, people are connected to many networks. Their preferences for items (such as ratings and rankings) might be affected by some of these networks. We will introduce some methods for modeling preference data with multiple network views. We will apply our proposed models to some real-world movie recommendation datasets. Empirical results demonstrate that our models achieve significant improvements in preference prediction over other existing models.
