Node Role Analysis Algorithm Based on Directed Topological Potential
The majority of real-world networks are directed,weighted and dynamic.Aiming at the problem of node role analysis in directed weighted network,in this paper,we introduce topological potential to network analysis and propose a novel node role analysis method based on directed topological potential,which can divide nodes into four kinds of roles based on their behavior pattern and local influence.By utilizing the proposed node role analysis method,the experiment on a typical dataset is done,and the result shows that our approach can quickly evaluate the node role and further analysis,such as temporal networks evolution,could be done effectively.
social network directed topological potential role analysis
Xinglong Yu Bin Wu Yu Liu
School of Computer Science Beijing University of Posts and Telecommunications Beijing,100876,China
国际会议
厦门
英文
692-696
2014-08-19（万方平台首次上网日期，不代表论文的发表时间）