| 多维社会网络中链路预测方法研究 |
| |
| 引用本文： | 滕兆明,王红,张华青,马晓慧.多维社会网络中链路预测方法研究[J].计算机应用与软件,2011(9):34-37. |
| |
| 作者姓名： | 滕兆明 王红 张华青 马晓慧 |
| |
| 作者单位： | 山东师范大学信息科学与工程学院山东省分布式计算机软件新技术重点实验室; |
| |
| 基金项目： | 国家自然科学基金项目(60970004); 山东省研究生教育创新计划项目(SDYY10059); 山东师范大学研究生重点课程建设项目 |
| |
| 摘 要： | 多维社会网络中链路预测是指通过已知的网络节点以及多维社会网络结构等信息预测多维社会网络中尚未产生连边的两个节点之间产生链接的可能性.在研究有关链路预测的相关技术后,基于节点之间的相似性,提出了一种多维社会网络中的链路预测算法.算法中考虑时间因素和权重因素对于链路预测的影响,同时将多维网络中的相关技术应用到链路预测的过程...
|
| 关 键 词： | 链路预测 多维社会网络 权重 相似性 |
LINK PREDICTION METHODS RESEARCH IN MULTI-DIMENSIONAL SOCIAL NETWORKS |
| |
| Teng Zhaoming Wang Hong Zhang Huaqing Ma Xiaohui.LINK PREDICTION METHODS RESEARCH IN MULTI-DIMENSIONAL SOCIAL NETWORKS[J].Computer Applications and Software,2011(9):34-37. |
| |
| Authors: | Teng Zhaoming Wang Hong Zhang Huaqing Ma Xiaohui |
| |
| Affiliation: | Teng Zhaoming Wang Hong Zhang Huaqing Ma Xiaohui(Shandong Provincial Key Laboratory for Distributed Computer Software Novel Technology,College of Information Science and Engineering,Shandong Normal University,Jinan 250014,Shandong,China) |
| |
| Abstract: | Link prediction in multi-dimensional social networks refers to estimating,on the basis of known network nodes as well as multi-dimensional social network structure and other information,the likelihood of the generation of links between two nodes that are temporarily unlinked in multi-dimensional social networks.After examining relevant link prediction technologies,based on similarities among nodes,a link prediction algorithm in multi-dimensional social networks is presented.In the algorithm,time and weight ... |
| |
| Keywords: | Link prediction Multi-dimensional social networks Weight Similarity |
| 本文献已被 CNKI 等数据库收录！ |
