基于结构挖掘和使用挖掘的Web挖掘算法研究

Web Mining Algorithm Research Based on Web Structure Mining and Web Usage Mining

Web挖掘是指使用数据挖掘技术从Web文档和服务中发现和提取信息和知识的技术。本文概述了Web数据挖掘的基本情况以及Web结构挖掘和Web使用挖掘的基本概念。结合对Web结构挖掘中的PageRank算法和Web使用挖掘的主要步骤和算法的研究后,本文提出了一种融合这两种Web挖掘算法的一种新的、综合的Web挖掘算法。

Web mining is a technology which use data mining technology to find and draw interesting information and knowledge from Web files and services. This thesis summarizes the basic situation of Web data mining and the concept of Web structure mining and Web usage mining. After combined the PageRank algorithm of Web structure mining and the major steps and algorithms of the Web usage mining, this thesis propose a new, comprehensive Web mining algorithm which integrated this two Web mining algorithms