Agent在数据分析平台中的应用研究

Application of Multi-agent System for Data Analysis Platform

以数据分析平台的建设为背景,深入分析了数据分析平台的特点和需求,在此基础上,结合Agent技术,提出了具有智能化、个性化、平台化等特点的数据分析平台多Agent系统的模型,研究了模型中Agent间的通信与交互方式,采用点对点的消息传递的方式进行Agent间的通信,采用FIPA-ACL通信语用标准,以数据源选择为例对Agent间的通信过程进行了设计,为数据分析工具的研究与开发提供了一定的借鉴。

Based on the construction of the data analysis platform the characteristics and requirements of the data analysis platform are analyzed. The model of multi-agent system for data analysis platform is proposed that makes the work of data analysis intelligent, individualized and facilitate by using the agent technology. The communication mechanism is studied among the different agents by using point-to-point message passing and FIPA-ACL. Taking the selection of data sources as an example, the communicating process among the agents is designed. The research work is a reference to the research and development of the data analysis platform.