Web使用挖掘技术的分析与研究

被引:23
作者
朱志国
邓贵仕
机构
[1] 大连理工大学管理学院
关键词
Web挖掘; Web使用挖掘; 数据预处理; 模式发现; 模式分析;
D O I
暂无
中图分类号
TP311.13 [];
学科分类号
1201 ;
摘要
首先给出Web使用挖掘的定义和完整模型框架;然后对Web使用挖掘中主要步骤的最新研究进展状况作了详细的阐述和分析,其中包括数据采集、数据预处理、模式发现和模式分析;最后对未来的研究重点进行了展望。
引用
收藏
页码:29 / 32+36 +36
页数:5
相关论文
共 19 条
[1]  
Research issue in Web data mining. MADRIA S K,BHOWMICK S. Proc of the 1st Int’l on Data Warehousing and Knowledge Dis-covery . 1999
[2]  
Grouping Web page references into transactions formining World Wide Web browsing patterns. MOBASHER B. Proc of IEEEKnowledge and Data Engineering Exchange Workshop . 1997
[3]  
Automatic personali-zation based on Web usage mining. MDBASHER B,COOLEY R,SRIVASTAVAJ. Communications of theACM . 2000
[4]  
Discovering Web access patterns andtrends by applying OLAP and data mining technology on Web logs. ZAIANE O,XIN M,HAN J. Proc of Advances in Digital Libraries Conference(ADL) . 1998
[5]  
Discovering Web access patterns andtrends by applying OLAP and data mining technology on Web logs. ZAIANE O,XIN M,HAN J. Proc of Advances in Digital Libraries Conference(ADL) . 1998
[6]  
Resource and knowledge discovery in globalinformation systems:a preliminary design and experiment. ZAIANE O R,HAN J. Procof the 1st Int’l on Knowledge Discovery and Data Minning . 1995
[7]  
Discovering Internet Marketing Intelligence through Online Analytical Web Usage Mining. Buchner A,et al. SIGMOD Record . 1998
[8]  
FastStats log analyzer. http://www.mach5.com/fast/ . 1999
[9]  
The common log file format. LUOTONEN A. http://www.w3.org/pub/www/ . 1995
[10]  
Finding interesting associa-tions without support pruning. COHEN E,,DATAR M,FUJIWARA S. Communications of the ACM . 2002