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    » Methods for boosting recommender systems
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    KDD
    2010
    ACM
    265views Data Mining» more  KDD 2010»
    Combining predictions for accurate recommender systems
    13 years 11 months ago
    Combining predictions for accurate recommender systems
    Download  www.commendo.at
    We analyze the application of ensemble learning to recommender systems on the Netflix Prize dataset. For our analysis we use a set of diverse state-of-the-art collaborative filt...
    Michael Jahrer, Andreas Töscher, Robert Legen...
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    LWA
    2007
    151views Software Engineering» more  LWA 2007»
    Know the Right People? Recommender Systems for Web 2.0
    13 years 9 months ago
    Know the Right People? Recommender Systems for Web 2.0
    Download  www.l3s.de
    Web 2.0 applications like Flickr, YouTube, or Del.icio.us are increasingly popular online communities for creating, editing and sharing content. However, the rapid increase in siz...
    Stefan Siersdorfer, Sergej Sizov, Paul Clough
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    WWW
    2004
    ACM
    106views Internet Technology» more  WWW 2004»
    PipeCF: a scalable DHT-based collaborative filtering recommendation system
    14 years 8 months ago
    PipeCF: a scalable DHT-based collaborative filtering recommendation system
    Download  www.iw3c2.org
    Collaborative Filtering (CF) technique has proved to be one of the most successful techniques in recommendation systems in recent years. However, traditional centralized CF system...
    Bo Xie, Peng Han, Ruimin Shen
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    DMIN
    2009
    132views Data Mining» more  DMIN 2009»
    Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
    13 years 5 months ago
    Understanding Support Vector Machine Classifications via a Recommender System-Like Approach
    Download  www.cs.carleton.edu
    Support vector machines are a valuable tool for making classifications, but their black-box nature means that they lack the natural explanatory value that many other classifiers po...
    David Barbella, Sami Benzaid, Janara M. Christense...
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    AAAI
    2012
    255views Intelligent Agents» more  AAAI 2012»
    A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
    11 years 10 months ago
    A Sequential Decision Approach to Ordinal Preferences in Recommender Systems
    Download  truyen.vietlabs.com
    We propose a novel sequential decision approach to modeling ordinal ratings in collaborative filtering problems. The rating process is assumed to start from the lowest level, eva...
    Truyen Tran, Dinh Q. Phung, Svetha Venkatesh
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