Comparisons Instead of Ratings: Towards More Stable Preferences

@article{Jones2011ComparisonsIO,
  title={Comparisons Instead of Ratings: Towards More Stable Preferences},
  author={Nicolas Jones and Armelle Brun and Anne Boyer},
  journal={2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology},
  year={2011},
  volume={1},
  pages={451-456}
}
More and more personalization systems are emerging to reduce the information overload of the Web. As a result, it has become vital to model users' preferences accurately. Our focus lies in the quality of users' expressed preferences, in terms of reliability and stability through time. Today, users are often brought to express their preferences through ratings on a multi-point scale. However, several studies have highlighted problems with ratings. We propose a new preference modality whereby… CONTINUE READING

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