Opinionated Product Recommendation

  title={Opinionated Product Recommendation},
  author={Ruihai Dong and Markus Schaal and Michael P. O'Mahony and Kevin McCarthy and Barry Smyth},
In this paper we describe a novel approach to case-based product recommendation. It is novel because it does not leverage the usual static, feature-based, purely similarity-driven approaches of traditional case-based recommenders. Instead we harness experiential cases, which are automatically mined from user generated reviews, and we use these as the basis for a form of recommendation that emphasises similarity and sentiment. We test our approach in a realistic product recommendation setting by… CONTINUE READING
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