一种新型的基于多智能体的KDD系统结构

New Kind of Multi-agent Based Knowledge Discovery in Database System Structure

介绍了数据库中的知识发现 (knowledgediscoveryindatabase ,KDD)及数据挖掘 (datamining ,DM )研究领域的发展现状 .分析了现有DM算法的局限性和KDD过程的复杂性 .针对这些 ,进一步分析了多智能体系统(multi-agentsystem)可能给KDD系统带来的改善 ,最后设计了一种分层的、以控制Agent为核心的基于多智能体技术的KDD系统结构 .

The existing state of the research of knowledge discovery in database and data mining is presented in this paper.The paper also analyzes the shortcomings of the existing DM methods and the complexity of the KDD process.Aimed at these,it further analyzes the improvement of the KDD given by the multi-agent system.At last a MAS based KDD hierarchical structure with control agents is designed.