节点文献
一种检测重叠和非重叠社区的方法
A Method for Overlapping and Non-overlapping Community Detection
【摘要】 为发现有重叠和非重叠连接结构的社区,针对现有方法的不足提出一种新型社区检测方法。基于主节点准则,为每个节点计算内部和外部关联度检测社区,设计社区检测综合算法,在人工网络上进行仿真并与已知算法对比。结果表明,该方法具有较为优越的性能和可行性。
【Abstract】 In order to find the community with overlapping and non-overlapping connection structures, a new community detection method is proposed for the deficiency of existing methods. Based on the principle of master node,calculate the internal and external correlation detection communities for each node, design the IEDC algorithm, simulate on the artificial network and compare with the known algorithm. The results show that the method has superior performance and feasibility.
【关键词】 社区检测;
社会网络;
重叠连接结构;
规范互信息;
【Key words】 community detection; social networks; overlapping connectivity structures; normalized mutual information;
【Key words】 community detection; social networks; overlapping connectivity structures; normalized mutual information;
- 【文献出处】 兵工自动化 ,Ordnance Industry Automation , 编辑部邮箱 ,2018年09期
- 【分类号】D669.3
- 【下载频次】54