Providing Justifications in Recommender Systems

@article{Symeonidis2008ProvidingJI,
  title={Providing Justifications in Recommender Systems},
  author={Panagiotis Symeonidis and Alexandros Nanopoulos and Yannis Manolopoulos},
  journal={IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans},
  year={2008},
  volume={38},
  pages={1262-1272}
}
Recommender systems are gaining widespread acceptance in e-commerce applications to confront the ldquoinformation overloadrdquo problem. Providing justification to a recommendation gives credibility to a recommender system. Some recommender systems (Amazon.com, etc.) try to explain their recommendations, in an effort to regain customer acceptance and trust. However, their explanations are not sufficient, because they are based solely on rating or navigational data, ignoring the content data… CONTINUE READING
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