摘要: This research developed techniques for data analysis of multi-agent systems. The research focused on how to analyze relational data that represent sets of interconnected agents, resources, and locations, as well as the attributes ... 展开 This research developed techniques for data analysis of multi-agent systems. The research focused on how to analyze relational data that represent sets of interconnected agents, resources, and locations, as well as the attributes of these objects. Results of the research include new algorithms for knowledge discovery, fundamental discoveries about the challenges and opportunities of constructing statistical models in relational data, software prototypes of the algorithms developed, and a simulation environment for evaluating the techniques. 收起