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Leveraging pointwise prediction with learning to rank for top-N recommendation |
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| Authors: | Zhu Nengjun Cao Jian Lu Xinjiang Gu Qi |
| Affiliation: | 1.Shanghai Institute for Advanced Communication and Data Science, Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China ;2.Baidu Business Intelligence Lab, Baidu Research, Beijing, China ; |
| Abstract: | World Wide Web - Pointwise prediction and Learning to Rank (L2R) are two hot strategies to model user preference in recommender systems. Currently, these two types of approaches are often... |
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