FlexRecs: expressing and combining flexible recommendations

@inproceedings{Koutrika2009FlexRecsEA,
  title={FlexRecs: expressing and combining flexible recommendations},
  author={Georgia Koutrika and Benjamin Bercovitz and Hector Garcia-Molina},
  booktitle={SIGMOD Conference},
  year={2009}
}
Recommendation systems have become very popular but most recommendation methods are `hard-wired' into the system making experimentation with and implementation of new recommendation paradigms cumbersome. In this paper, we propose FlexRecs, a framework that decouples the definition of a recommendation process from its execution and supports flexible recommendations over structured data. In FlexRecs, a recommendation approach can be defined declaratively as a high-level parameterized workflow… CONTINUE READING
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