Workshop on recommendation utility evaluation: beyond RMSE -- RUE 2012

@inproceedings{Amatriain2012WorkshopOR,
  title={Workshop on recommendation utility evaluation: beyond RMSE -- RUE 2012},
  author={X. Amatriain and P. Castells and A. D. Vries and C. Posse},
  booktitle={RecSys '12},
  year={2012}
}
Measuring the error in rating prediction has been by far the dominant evaluation methodology in the Recommender Systems literature. Yet there seems to be a general consensus that this criterion alone is far from being enough to assess the practical effectiveness of a recommender system. Information Retrieval metrics have started to be used to evaluate item selection and ranking rather than rating prediction, but considerable divergence remains in the adoption of such metrics by different… Expand
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