Publications: Colloaborative Filtering

 

         C. Kadie, C. Meek, and D. Heckerman.  CFW: A collaborative filtering system using posteriors over weights of evidence.  In Proceedings of Eighteenth Conference on Uncertainty in Artificial Intelligence, Edmonton, Alberta, Morgan Kaufmann, August 2002.  Local copy.  Also appears as Technical Report MSR-TR-02-46, Microsoft Research, February, 2001.

 

         D. Heckerman, D. Chickering, C. Meek, R. Rounthwaite, C. Kadie. Dependency Networks for Density Estimation, Collaborative Filtering, and Data VisualizationJournal of Machine Learning Research. 1:49-75, 2000.  Also appears as Technical Report MSR-TR-00-16, Microsoft Research, February, 2000.

 

         J. Breese, D. Heckerman, C. Kadie Empirical Analysis of Predictive Algorithms for Collaborative Filtering.  In Proceedings of Fourteenth Conference on Uncertainty in Artificial Intelligence, Madison, WI, Morgan Kaufmann, July 1998.  Local copy.  Also appears as Technical Report MSR-TR-98-12, Microsoft Research, May, 1998 (revised October, 1998).