30 citations · 75 across the 6 of their papers we have counts for
6 papers
Optimization Matrix Factorization Recommendation Algorithm Based on Rating Centrality
Zhipeng Wu, Hui Tian, Xuzhen Zhu +1
Matrix factorization (MF) is extensively used to mine the user preference from explicit ratings in recommender systems. However, the reliability of explicit ratings is not always c…
Dynamics of social contagions with local trend imitation
Xuzhen Zhu, Wei Wang, Shimin Cai +1
Research on social contagion dynamics has not yet including a theoretical analysis of the ubiquitous local trend imitation (LTI) characteristic. We propose a social contagion model…
Consistence beats causality in recommender systems
Xuzhen Zhu, Hui Tian, Zheng Hu +2
The explosive growth of information challenges people's capability in finding out items fitting to their own interests. Recommender systems provide an efficient solution by automat…
Personalized recommendation with corrected similarity
Xuzhen Zhu, Hui Tian, Shimin Cai
Personalized recommendation attracts a surge of interdisciplinary researches. Especially, similarity based methods in applications of real recommendation systems achieve great succ…
Personalized recommendation against crowd's popular selection
Xuzhen Zhu, Hui Tian, Haifeng Liu +1
The problem of personalized recommendation in an ocean of data attracts more and more attention recently. Most traditional researches ignore the popularity of the recommended objec…
Predicting missing links via significant paths
Xuzhen Zhu, Hui Tian, Shimin Cai +1
Link prediction plays an important role in understanding intrinsic evolving mechanisms of networks. With the belief that the likelihood of the existence of a link between two nodes…