Multi-faceted trust and distrust prediction for recommender systems

@article{Fang2015MultifacetedTA,
  title={Multi-faceted trust and distrust prediction for recommender systems},
  author={Hui Fang and Guibing Guo and Jie Zhang},
  journal={Decision Support Systems},
  year={2015},
  volume={71},
  pages={37-47}
}
Many trust-aware recommender systems have explored the value of explicit trust, which is specified by users with binary values and simply treated as a concept with a single aspect. However, in social science, trust is known as a complex term with multiple facets, which have not been well exploited in prior recommender systems. In this paper, we attempt to address this issue by proposing a (dis)trust framework with considerations of both interpersonal and impersonal aspects of trust and distrust… CONTINUE READING
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