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2011 Volume 5 Issue 1

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Introduction to special issue on recommender systems
John Riedl | Barry Smyth

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Comparison of collaborative filtering algorithms: Limitations of current techniques and proposals for scalable, high-performance recommender systems
Fidel Cacheda | Victor Carneiro | Diego Fernández | Vreixo Formoso

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Using external aggregate ratings for improving individual recommendations
Akhmed Umyarov | Alexander Tuzhilin

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Automatic tag recommendation algorithms for social recommender systems
Yang Song | Lu Zhang | C. Lee Giles

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Recommending friends and locations based on individual location history
Yu Zheng | Lizhu Zhang | Zhengxin Ma | Xing Xie | Wei-Ying Ma