摘要
KDD模型是基于双库协同机制的知识发现新模型,是结构化数据挖掘领域研究的一个新的分支。为了进一步提高KDD的智能性,文章设计了一个基于Multi-agent技术的智能数据挖掘系统。利用多智能体技术,实现了数据预处理、数据挖掘、知识的自动获取、基础数据库与知识库的同步进化与协调、知识的评价与表示等功能,为智能信息系统的发展提供了重要支持。
KDDmodel,a new bench in the field of structured data mining,is a new model based on double-bases(database and knowledge base)cooperation mechanism.In order to improve the intelligence of KDD,an intelligent data mining system based on multi-agent technology is designed in this paper.It uses multi-agent technology to realize data preprocessing,data mining,automatic extracting of knowledge,synchronous evolving and cooperating of basic database and knowledge base,knowledge evaluating and explaining,and provides an important support for the development of intelli-gent information system.
出处
《计算机工程与应用》
CSCD
北大核心
2003年第12期1-3,15,共4页
Computer Engineering and Applications
基金
国家自然科学基金重点项目的资助(编号:69835001)
