关键词: 社会网络, 网络演化, 过程挖掘, 服务挖掘

Abstract: Research on complex evolving social networks is fundamentally important for discovering potential structure and evolving principle of social networks community, and risk prediction. First, this paper surveys the state of the art of process mining, and analyzes the status of complex social network evolving pattern and organization discovery based on social networks analysis and process mining technology. Then, big-data technology and service engineering are used to explain process mining of social network inter-organization, evolving of social networks, role mining and service mining, from the perspective of social and resource. In addition, some defects are pointed out on quality of big data and heterogeneous in inter-organization. Finally, some challenges and potential future researches are discussed.

Key words: social networks, network evolution, process mining, service mining