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    » Unifying collaborative and content-based filtering
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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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    UAI
    2001
    93views Artificial Intelligence» more  UAI 2001»
    Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments
    13 years 6 months ago
    Probabilistic Models for Unified Collaborative and Content-Based Recommendation in Sparse-Data Environments
    Download  www.cis.upenn.edu
    Alexandrin Popescul, Lyle H. Ungar, David M. Penno...
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    AAAI
    2006
    191views Intelligent Agents» more  AAAI 2006»
    Mixed Collaborative and Content-Based Filtering with User-Contributed Semantic Features
    13 years 6 months ago
    Mixed Collaborative and Content-Based Filtering with User-Contributed Semantic Features
    Download  www.cim.mcgill.ca
    We describe a recommender system which uses a unique combination of content-based and collaborative methods to suggest items of interest to users, and also to learn and exploit it...
    Matthew Garden, Gregory Dudek
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    EXPERT
    2006
    93views more  EXPERT 2006»
    CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
    13 years 4 months ago
    CinemaScreen Recommender Agent: Combining Collaborative and Content-Based Filtering
    Download  epubs.surrey.ac.uk
    James Salter, Nick Antonopoulos
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    AIR
    1999
    136views more  AIR 1999»
    A Framework for Collaborative, Content-Based and Demographic Filtering
    13 years 4 months ago
    A Framework for Collaborative, Content-Based and Demographic Filtering
    Download  www.ics.uci.edu
    We discuss learning a profile of user interests for recommending information sources such as Web pages or news articles. We describe the types of information available to determin...
    Michael J. Pazzani
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