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Web-Logs中连续频繁访问路径的快速挖掘算法
Algorithm of mining frequent access paths from Web-Logs
【摘要】 研究了如何从W eb-Logs中高效挖掘出连续频繁访问路径,提出了一种快速有效的OB-M ine算法。该算法借助于访问路径树进行挖掘,只需扫描一次数据库,且通过构建频繁1-项集pi的HBP-树,能一次性挖掘出以pi为后缀的频繁访问路径,简化了挖掘过程,实验表明在执行效率上要优于WAP算法。
【Abstract】 The frequent access paths discovery is an important task of Web mining study.Focusing on how to discover the continuous frequent access paths form the Web-Logs,an algorithm named Ob-Mine was proposed.The Ob-Mine algorithm needed only one pass scanning over database.By creating the HBP-tree of Frequent Item,the Frequent Access Paths could be got.Experiments indicate that the OB-Mine algorithm is better than WAP algorithm.
【关键词】 频繁访问路径;
连续频繁访问路径;
访问路径树;
【Key words】 frequent access path; continuous frequent access path; WAP-Tree;
【Key words】 frequent access path; continuous frequent access path; WAP-Tree;
- 【文献出处】 计算机应用 ,Journal of Computer Applications , 编辑部邮箱 ,2006年01期
- 【分类号】TP393.092
- 【被引频次】16
- 【下载频次】153