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    SIGIR
    2004
    ACM
    131views Information Technology» more  SIGIR 2004»
    A joint framework for collaborative and content filtering
    13 years 10 months ago
    A joint framework for collaborative and content filtering
    Download  www.cs.brown.edu
    This paper proposes a novel, unified, and systematic approach to combine collaborative and content-based filtering for ranking and user preference prediction. The framework inco...
    Justin Basilico, Thomas Hofmann
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    UAI
    2003
    116views Artificial Intelligence» more  UAI 2003»
    Preference-based Graphic Models for Collaborative Filtering
    13 years 6 months ago
    Preference-based Graphic Models for Collaborative Filtering
    Download  www.cs.cmu.edu
    Collaborative filtering is a very useful general technique for exploiting the preference patterns of a group of users to predict the utility of items to a particular user. Previou...
    Rong Jin, Luo Si, ChengXiang Zhai
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    UAI
    2003
    212views Artificial Intelligence» more  UAI 2003»
    Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes
    13 years 6 months ago
    Collaborative Ensemble Learning: Combining Collaborative and Content-Based Information Filtering via Hierarchical Bayes
    Download  research.microsoft.com
    Collaborative filtering (CF) and contentbased filtering (CBF) have widely been used in information filtering applications, both approaches having their individual strengths and...
    Kai Yu, Anton Schwaighofer, Volker Tresp, Wei-Ying...
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    ICDM
    2005
    IEEE
    168views Data Mining» more  ICDM 2005»
    A Scalable Collaborative Filtering Framework Based on Co-Clustering
    13 years 10 months ago
    A Scalable Collaborative Filtering Framework Based on Co-Clustering
    Download  hercules.ece.utexas.edu
    Collaborative filtering-based recommender systems, which automatically predict preferred products of a user using known preferences of other users, have become extremely popular ...
    Thomas George, Srujana Merugu
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    CSCW
    1998
    ACM
    211views Social Sciences» more  CSCW 1998»
    Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System
    13 years 9 months ago
    Using Filtering Agents to Improve Prediction Quality in the GroupLens Research Collaborative Filtering System
    Download  www.grouplens.org
    Collaborative filtering systems help address information overload by using the opinions of users in a community to make personal recommendations for documents to each user. Many c...
    Badrul M. Sarwar, Joseph A. Konstan, Al Borchers, ...
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