Epinions

Epinions is a dataset that contains user-generated ratings and trust relationships, used to evaluate trust-based recommendation methods.

Papers using Epinions (12)

A trust-based recommendation method using network diffusion processes2018 · 34 citesMotif Enhanced Recommendation over Heterogeneous Information Network2019 · 30 citesA Random Walk Based Model Incorporating Social Information for Recommendations2012 · 18 citesPrivacy Preserving Recommendation System Based on Groups2013 · 7 citesTrust-Based Collaborative Filtering: Tackling the Cold Start Problem Using Regular Equivalence2018 · 6 citesDynamic matrix factorization with social influence2016 · 5 citesA general graph-based framework for top-N recommendation using content, temporal and trust information2019 · 5 citesSPMF: A Social Trust and Preference Segmentation-based Matrix Factorization Recommendation Algorithm2019 · 2 citesAn Adaptive Similarity Measure to Tune Trust Influence in Memory-Based Collaborative Filtering2019 · 2 citesLeveraging Trust and Distrust in Recommender Systems via Deep Learning2019 · 1 citesExploiting weak ties in trust-based recommender systems using regular equivalence2019A Two Step Approach to Weighted Bipartite Link Recommendations2022