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Web数据挖掘系统的设计及实现研究
引用本文:乔智勇,刘志镜. Web数据挖掘系统的设计及实现研究[J]. 计算机工程与设计, 2002, 23(7): 36-38,45
作者姓名:乔智勇  刘志镜
作者单位:西安电子科技大学,计算机信息应用研究中心,西安,710071
摘    要:在全球信息化进程中,信息超载已经成为一个大问题。Web上信息虽多,但想找到需要的信息却很困难。人们通过点击和搜索引擎与Web进行交互,但是都不能从中准确快捷地获取需要的信息,Web数据挖掘技术就是解决此问题的好方法。讲述了Web数据挖掘的基本理论,根据挖掘对象的不同将其划分为Web内容挖掘、Web链接结构挖掘和Web访问信息挖掘;利用HTML网页的特殊结构性质,提出了一种Web数据挖掘系统的通用框架,并讨论了一些实现的具体技术。

关 键 词:Web 数据挖掘 数据库 设计
文章编号:1000-7024(2002)07-0036-03

Research on the design and implementation of web mining system
QIAO Zhi-yong,LIU Zhi-jing. Research on the design and implementation of web mining system[J]. Computer Engineering and Design, 2002, 23(7): 36-38,45
Authors:QIAO Zhi-yong  LIU Zhi-jing
Abstract:Information overloading is a big problem in the global informatization. The web is huge, but it is difficult to find what we needed on it. We interactive with the web by click or search engines, however neither can helps us get what we want ac-curately and immediately. The web mining techniques can resolve these problems. The theories of web mining are discussed in this paper. Based on the objects, we classify web mining into three categories, namely web content mining, web structure mining, and web usage mining. Finally, we proposed a general frame of web mining systems based on the specific structures of HTML pages. The implementation is also discussed in details.
Keywords:www  web mining  VSM  HITS  HTML
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