Aiming at the typical complex systems such as transportation network, social network and information network, the key to solve the problem is to use complex network theory to extract knowledge and form intelligence. Based on the analysis and prediction of spatiotemporal big data, it establishes the corresponding decision support for business decision-making and public resource allocation in economy, planning, emergency, security, etc., and constructs the diagnosis, evaluation, optimization and early warning platform for modern social operation management.