一种基于多Agent的Web数据挖掘方法  

New Method of Web Data Mining Based on Multi-Agent

作　　者：熊海亮[1] 白振兴[1] 

机构地区：[1]空军工程大学工程学院,陕西西安710038

出　　处：《现代电子技术》2010年第8期83-86,共4页Modern Electronics Technique

摘　　要：基于多Agent的数据挖掘技术,不仅能够针对不同的Web数据综合采用不同的挖掘算法,而且可以在各站点进行并行挖掘,避免Web通信量过载。在简述Agent技术和Web数据挖掘技术的基础上,结合多Agent和Web数据挖掘,设计出一种新型数据挖掘模型,且进一步阐述了该模型,并做了一些分析测试。结果证明,该方法能有效提高Web数据挖掘的速度、准确率和覆盖率,提高了数据利用率。The data mining technology based on multi-Agent can perform different mining algorithms to deal with different Web data, and can realize data parallel mining in each platform, to avoid the over loadin of communication capacity. On the basis of summarization of the technologies of Agent and Web data mining, one new model of Web data mining is designed by combining multi-agent and web data mining. The model is elaborated, and some analysis and testing are done. The result indicates that the method can efficiently improve the speed, accuracy and coverage of the Web data mining and raise the data utilization.

关 键 词：WEB数据挖掘 多AGENT Web数据 网络通信量 并行挖掘 

分 类 号：TP311[自动化与计算机技术—计算机软件与理论]