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    » Analysis of recommendation algorithms for e-commerce
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    ICWSM
    2008
    151views Internet Technology» more  ICWSM 2008»
    Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering
    13 years 9 months ago
    Recommendation of Multimedia Items by Link Analysis and Collaborative Filtering
    Download  www.aaai.org
    We investigate two recommendation approaches suitable for online multimedia sharing services. Our first approach, UserRank, recommends items by global interestingness irrespective...
    Davin Wong, Ella Bingham, Saara Hyvönen
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    DEBU
    2008
    186views more  DEBU 2008»
    A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms
    13 years 7 months ago
    A Survey of Collaborative Recommendation and the Robustness of Model-Based Algorithms
    Download  sites.computer.org
    The open nature of collaborative recommender systems allows attackers who inject biased profile data to have a significant impact on the recommendations produced. Standard memory-...
    Jeff J. Sandvig, Bamshad Mobasher, Robin D. Burke
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    RECSYS
    2009
    ACM
    195views Control Systems» more  RECSYS 2009»
    A semantic framework for personalized ad recommendation based on advanced textual analysis
    14 years 3 days ago
    A semantic framework for personalized ad recommendation based on advanced textual analysis
    Download  mklab.iti.gr
    In this paper we present a hybrid recommendation system that combines ontological knowledge with content-extracted linguistic information, derived from pre-trained lexical graphs,...
    Dorothea Tsatsou, Fotis Menemenis, Ioannis Kompats...
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    GFKL
    2007
    Springer
    196views Data Mining» more  GFKL 2007»
    Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem
    14 years 1 months ago
    Comparison of Recommender System Algorithms Focusing on the New-item and User-bias Problem
    Download  www.ismll.uni-hildesheim.de
    Recommender systems are used by an increasing number of e-commerce websites to help the customers to find suitable products from a large database. One of the most popular techniqu...
    Stefan Hauger, Karen H. L. Tso, Lars Schmidt-Thiem...
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    RECSYS
    2009
    ACM
    117views Control Systems» more  RECSYS 2009»
    Recommendations with prerequisites
    14 years 1 months ago
    Recommendations with prerequisites
    Download  ilpubs.stanford.edu
    We consider the problem of recommending the best set of k items when there is an inherent ordering between items, expressed as a set of prerequisites (e.g., the course ‘Real Ana...
    Aditya G. Parameswaran, Hector Garcia-Molina
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