Institutional Repository of School of Information Engineering and Artificial Intelligence
The application of link prediction in web recommendation systems | |
Zhang, Rui | |
2011 | |
会议录名称 | 2011 International Conference on E-Business and E-Government, ICEE2011 - Proceedings |
页码 | 7420-7422 |
出版者 | IEEE Computer Society |
摘要 | The link prediction in complex networks is about how to predict the possibility about the connection of unknown nodes via analyzing known nodes inside the network. Considering the current needs of the education websites as the starting point, this paper introduces the specific content of the link prediction based on detailed link-node similarity prediction methods. And this paper describes the measurement accuracy of the node similarity. This provides a guideline for the development of web recommendation systems. © 2011 IEEE. |
关键词 | e-government Forecasting Recommender systems Education websites Link nodes Link prediction Measurement accuracy Node similarities Prediction methods Similarity indices Web recommendation systems |
DOI | 10.1109/ICEBEG.2011.5886961 |
收录类别 | EI |
语种 | 中文 |
EI入藏号 | 20112914160130 |
文献类型 | 会议论文 |
条目标识符 | http://ir.lzufe.edu.cn/handle/39EH0E1M/9837 |
专题 | 信息工程与人工智能学院 |
作者单位 | College of Information and Engineering, Lanzhou University of Finance and Economics, Gansu Lanzhou, China |
推荐引用方式 GB/T 7714 | Zhang, Rui. The application of link prediction in web recommendation systems[C]:IEEE Computer Society,2011:7420-7422. |
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