Empirical analysis of collaborative filtering-based recommenders in temporally evolving systems

@article{Shi2017EmpiricalAO,
  title={Empirical analysis of collaborative filtering-based recommenders in temporally evolving systems},
  author={Xiao-Yu Shi and Xin Luo and Mingsheng Shang and Xin-Yi Cai},
  journal={2017 IEEE 14th International Conference on Networking, Sensing and Control (ICNSC)},
  year={2017},
  pages={406-412}
}
Recommender systems benefit people's daily lives at every moment. While considerable attentions have been drawn by performance in one-step recommendation and static user-item network, recommenders' performance on temporally evolving networks remains unclear. To address this issue, this paper firstly adopts a bipartite network to describe the online… CONTINUE READING