面向商务智能应用的分布式数据挖掘系统设计

Design of business intelligence application oriented distributed data mining system

在综合分析商务智能分布式应用环境和数据存储环境基础上,提出了一种充分利用移动Agent移动特性并以Agent为主要组件来满足商务智能应用需要的分布式数据挖掘系统模型,讨论了系统中用户接口、数据挖掘组件、企业数据库系统各功能模块特点以及数据挖掘组件中各Agent功能设计.介绍了在Java编程环境下数据挖掘移动Agent和移动Agent服务器内部各组成模块结构功能.该系统具有可扩展性好、结构灵活、系统安全性强等特点,对构建基于Agent技术的商务智能数据挖掘系统具有一定的参考价值.

Based on synthetically analyzing the distributed application and data-stored environment about a business intelligence system, a business intelligence application oriented distributed data mining system model with Agents as primary components is proposed. The functions of user interface, data mining module, enterprise-applied database system and relevant Agents are discussed. Components of data mining mobile Agent and mobile Agent server in the model are further introduced in Java programming environment. The system is easy to be extended with flexible structure and high security. It is a good reference model to be used to design such a data mining system.