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» Integrated personal recommender systems

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OHS
2001
Springer

154views Internet Technology» more OHS 2001»

Integrating User Data and Collaborative Filtering in a Web Recommendation System

15 years 4 months ago

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Web-based applications with a large variety of users suffer from the inability to satisfy heterogeneous needs. A remedy for the negative effects of the traditional "one-size-...

Paolo Buono, Maria Francesca Costabile, Stefano Gu...

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ICMLA
2008

138views Machine Learning» more ICMLA 2008»

Data Integration for Recommendation Systems

15 years 1 months ago

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The quality of large-scale recommendation systems has been insufficient in terms of the accuracy of prediction. One of the major reasons is caused by the sparsity of the samples, ...

Zhonghang Xia, Houduo Qi, Manghui Tu, Wenke Zhang

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TKDE
2011

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Collaborative Filtering with Personalized Skylines

14 years 6 months ago

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— Collaborative filtering (CF) systems exploit previous ratings and similarity in user behavior to recommend the top-k objects/records which are potentially most interesting to t...

Ilaria Bartolini, Zhenjie Zhang, Dimitris Papadias

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IADIS
2008

115views Internet Technology» more IADIS 2008»

Integration of the Pagerank Algorithm into Web Recommendation System

15 years 1 months ago