A reliability-based recommendation method to improve trust-aware recommender systems
作者：
Highlights：
• We proposed a trust-based collaborative filtering method called RTCF.
• A trust based reliability measure is proposed to evaluate quality of predicted rates.
• A new mechanism is proposed to reconstruct the trust network.
• Experiments were performed on two real-world datasets.
• The results show that our method outperformed several state-of-the-art methods.
摘要
•We proposed a trust-based collaborative filtering method called RTCF.•A trust based reliability measure is proposed to evaluate quality of predicted rates.•A new mechanism is proposed to reconstruct the trust network.•Experiments were performed on two real-world datasets.•The results show that our method outperformed several state-of-the-art methods.
论文关键词：Recommender systems,Collaborative filtering,Trust-aware recommender systems,Reliability measure
论文评审过程：Available online 21 May 2015, Version of Record 17 June 2015.
论文官网地址：https://doi.org/10.1016/j.eswa.2015.05.027
