Collaborative Filtering Resources

maintained by Jun Wang Generally, collaborative filtering (CF) is any algorithm that filters information for a user based on a collection of user profiles. Users having similar profiles may share similar interests. For a user, information can be filtered in/out regarding to the behaviors of his or her similar users. Users profiles can be collected either explicitly or implicitly. One can explicitl

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"Memory-based * Unifying User-based and Item-based Collaborative Filtering Approaches by Similarity Fusion (2006). Appear in SIGIR 2006. http://ict.ewi.tudelft.nl/pub/jun/sigir06_similarityfuson.pdf * Scalable collaborative filtering using cluster-based smoothing (2005). http://doi.acm.org/1