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,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.
The KDD* model, a bench in the field of structured data mining, is proposed based on the double-bases (database and knowledge base) cooperation mechanism. In order to improve the intelligence of KDD*, an intelligent data mining system based on the multi-agent technologies is designed to realize data preprocessing, data mining, automatic extracting of knowledge, synchronous evolving and cooperating of basic database and knowledge base, knowledge evaluating and explaining.
出处
《北京科技大学学报》
EI
CAS
CSCD
北大核心
2003年第1期95-98,共4页
Journal of University of Science and Technology Beijing
基金
国家自然科学基金资助项目(No.69835001)