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    » Empirical Analysis of Attribute-Aware Recommender System Alg...
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    WAIM
    2005
    Springer
    163views Information Technology» more  WAIM 2005»
    Research Paper Recommender Systems: A Subspace Clustering Approach
    13 years 11 months ago
    Research Paper Recommender Systems: A Subspace Clustering Approach
    Download  www.public.asu.edu
    Researchers from the same lab often spend a considerable amount of time searching for published articles relevant to their current project. Despite having similar interests, they c...
    Nitin Agarwal, Ehtesham Haque, Huan Liu, Lance Par...
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    KDD
    2009
    ACM
    152views Data Mining» more  KDD 2009»
    TANGENT: a novel, 'Surprise me', recommendation algorithm
    14 years 6 months ago
    TANGENT: a novel, 'Surprise me', recommendation algorithm
    Download  www.cs.cmu.edu
    Most of recommender systems try to find items that are most relevant to the older choices of a given user. Here we focus on the "surprise me" query: A user may be bored ...
    Kensuke Onuma, Hanghang Tong, Christos Faloutsos
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    GFKL
    2005
    Springer
    114views Data Mining» more  GFKL 2005»
    Attribute-aware Collaborative Filtering
    13 years 11 months ago
    Attribute-aware Collaborative Filtering
    Download  www.ismll.uni-hildesheim.de
    One of the key challenges in large information systems such as online shops and digital libraries is to discover the relevant knowledge from the enormous volume of information. Rec...
    Karen H. L. Tso, Lars Schmidt-Thieme
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    TKDE
    2010
    186views more  TKDE 2010»
    A Unified Framework for Providing Recommendations in Social Tagging Systems Based on Ternary Semantic Analysis
    13 years 3 months ago
    A Unified Framework for Providing Recommendations in Social Tagging Systems Based on Ternary Semantic Analysis
    Download  delab.csd.auth.gr
    —Social Tagging is the process by which many users add metadata in the form of keywords, to annotate and categorize items (songs, pictures, web links, products, etc.). Social tag...
    Panagiotis Symeonidis, Alexandros Nanopoulos, Yann...
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    ICDE
    2008
    IEEE
    141views Database» more  ICDE 2008»
    A General Framework for Fast Co-clustering on Large Datasets Using Matrix Decomposition
    14 years 6 months ago
    A General Framework for Fast Co-clustering on Large Datasets Using Matrix Decomposition
    Download  www.cs.unc.edu
    Abstract-- Simultaneously clustering columns and rows (coclustering) of large data matrix is an important problem with wide applications, such as document mining, microarray analys...
    Feng Pan, Xiang Zhang, Wei Wang 0010
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