Probabilistic models for unified collaborative and content-based recommendation in sparsedata environments (2001)

by Rin Popescul , Lyle H. Ungar
Venue:In UAI ’01, 437–444
Citations:133 - 9 self

Active Bibliography

Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments – David M. Pennock, Steve Lawrence, Rin Popescul, Lyle H. Ungar
16 Generative Models for Cold-Start Recommendations – Andrew I. Schein, Alexandrin Popescul, Lyle H. Ungar, David M. Pennock - 2001
164 Methods and Metrics for Cold-Start Recommendations – Andrew I. Schein, Alexandrin Popescul, Lyle H. Ungar, David M. Pennock - 2002
3 CROC: A New Evaluation Criterion for Recommender Systems – Andrew I. Schein, Alexandrin Popescul, Lyle H. Ungar, David M. Pennock
15 Jumping Connections: A Graph-Theoretic Model for Recommender Systems – Batul J. Mirza - 2001
733 Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions – Gediminas Adomavicius, Alexander Tuzhilin - 2005
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
1 A Taxonomy of Collaborative-Based Recommender Systems – Fabián P. Lousame, Eduardo Sánchez - 2009
4 Meeting User Information Needs in Recommender Systems – Sean Michael McNee - 2006
36 REFEREE: An open framework for practical testing of recommender systems using ResearchIndex – Dan Cosley , Steve Lawrence, David M. Pennock - 2002
15 Extended Latent Class Models for Collaborative Recommendation – Kwok-Wai Cheung, Kwok-ching Tsui, Jiming Liu - 2003
172 Collaborative Filtering by Personality Diagnosis: A Hybrid Memory- and Model-Based Approach – David Pennock, Eric Horvitz, Steve Lawrence, C Lee Giles - 2000
24 Studying Recommendation Algorithms by Graph Analysis – Batul J. Mirza, Naren Ramakrishnan, Benjamin J. Keller - 2003
2 Evaluating Recommendation Algorithms by Graph Analysis – Batul J. Mirza, Benjamin J. Keller, Naren Ramakrishnan - 2001
14 Applying collaborative filtering techniques to movie search for better ranking and browsing – Seung-taek Park, David M. Pennock, Dennis Decoste - 2007
1 A Legal and Efficient Peer-to-Peer Market Place: Exploiting Fairness and Social Relationships – Rossano Schifanella
2 Recommendation Technologies: Survey of Current Methods and Possible Extensions – Gediminas Adomavicius, Alexander Tuzhilin - 2003
566 Evaluating collaborative filtering recommender systems – Jonathan L. Herlocker, Joseph A. Konstan, Loren G. Terveen, John, T. Riedl - 2004
21 Probabilistic Memory-based Collaborative Filtering – Kai Yu, Anton Schwaighofer, Volker Tresp, Xiaowei Xu, Hans-peter Kriegel