Static and dynamic approach of social roles identification using PISNA and subgraphs matching.

摘要：

Social roles identification is one of the most important and challenging task in social network analysis. Different methods of network properties analysis can be used to support the process of roles identification. The idea of our method is based on creating special sets of pattern subgraphs that describe different roles possible to play by members of the analyzed social network. Then for every node a pattern matching process is applied and the degree to which a node satisfies every pattern subgraph is evaluated. These evaluations are then assessed and the most probable role played by the node is indicated. The pattern subgraphs are described using the paradigm for intelligent social network analysis, PISNA.

关键词： social network analysis pattern matching role identification PISNA

作者: Hongge Guo Kerning Xie ,Gang Xie

作者单位: The College of Information Engineering Taiyuan University of Technology The College of Electronic a The College of Information Engineering Taiyuan University of Technology Taiyuan 030024, Shanxi, Chin

会议类型: 国际会议

会议名称: International Conference on Computational Aspects of Social Networks(国际社会网络计算会议 CASoN 2010)

会议地点: 太原

会议语种:英文

页码: 557-560

在线出版日期: 2010-09-26（万方平台首次上网日期，不代表论文的发表时间）