Factorization meets the neighborhood: a multifaceted collaborative filtering model (2008)


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by Yehuda Koren
Venue:In Proc. of the 14th ACM SIGKDD conference
Citations:173 - 8 self

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39 Factor in the neighbors: Scalable and accurate collaborative filtering – Yehuda Koren
Chapter 5 Advances in Collaborative Filtering – Yehuda Koren, Robert Bell, Yehuda Koren, Robert Bell
74 Collaborative filtering for implicit feedback datasets – Yifan Hu, Yehuda Koren, Chris Volinsky - 2008
The Advantage of Careful Imputation Sources in Sparse Data-Environment of Recommender Systems: Generating Improved SVD-based Recommendations – Mustansar Ali Ghazanfar, Adam Prugel-bennett - 2012
20 A Comprehensive Survey of Neighborhood-based Recommendation Methods – Christian Desrosiers, George Karypis - 2011
48 Collaborative Filtering Recommender Systems – J. Ben Schafer, Dan Frankowski, Jon Herlocker, Shilad Sen - 2007
Professeur de l'Université d'Avignon et Pays de Vaucluse Rapporteur – Présentée Par, Frank Meyer, Codirigée Par Fabrice Clerot, Mme Anne Boyer, M. Fabrice Clerot, Mme Nathalie Denos, M. Marc El-bèze, M. Eric Gaussier, Mme Isabelle Tellier - 2012
Scalable Collaborative Filtering Approaches for Large Recommender Systems – Széchenyi István, Paolo Frasconi, Kristian Kersting, Hannu Toivonen, Koji Tsuda
5 Recommender Systems for the Conference Paper Assignment Problem – Don Conry, Yehuda Koren, Naren Ramakrishnan
731 Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions – Gediminas Adomavicius, Alexander Tuzhilin - 2005
Seventh IEEE International Conference on Data Mining Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights – Robert M. Bell, Yehuda Koren
25 Improved Neighborhood-based Collaborative Filtering – Robert M. Bell, Yehuda Koren
90 Scalable Collaborative Filtering with Jointly Derived Neighborhood Interpolation Weights – Robert M. Bell, Yehuda Koren - 2007
62 Modeling relationships at multiple scales to improve accuracy of large recommender systems – Robert M. Bell, Yehuda Koren, Chris Volinsky - 2007
Research Track Paper Modeling Relationships at Multiple Scales to Improve Accuracy of Large Recommender Systems – Robert M. Bell, Yehuda Koren, Chris Volinsky
102 Collaborative filtering with temporal dynamics – Yehuda Koren - 2009
Technology and Economics – Gábor Takács, István Széchenyi, István Pilászy, Bottyán Németh, Domonkos Tikk
An Empirical Comparison of Collaborative Filtering Approaches on Netflix Data – Nicola Barbieri, Massimo Guarascio, Ettore Ritacco
2 Chapter: 12, “Web Usage Mining – Bamshad Mobasher, Olfa Nasraoui