Web stream algorithm for mining web access patterns

被引:0
|
作者
Department of Computer Science and Technology, Fudan University, Shanghai 200433, China [1 ]
机构
来源
Moshi Shibie yu Rengong Zhineng | 2007年 / 6卷 / 757-762期
关键词
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Discovering interesting web access patterns from web logs is a web usage-mining problem with many practical applications. Some conventional algorithms, such as GSP, HPrefix and WAP-mine have low efficiency on low support thresholds. An algorithm based on the top-down manner is proposed for mining web access pattern. Instead of stubbornly building intermediate data for each step of mining process, it selectively builds intermediate data according to the features of current area. The experimental results on various datasets show that the proposed algorithm has better performance than WAP-mine.
引用
收藏
页码:757 / 762
相关论文
共 50 条
  • [1] Algorithm for mining web access patterns based on user access sequences
    Jinhua, Sun, 1600, Bentham Science Publishers B.V., P.O. Box 294, Bussum, 1400 AG, Netherlands (08):
  • [2] A top-down algorithm for mining web access patterns from web logs
    Guo, JK
    Ruan, BJ
    Cheng, ZP
    Su, FZ
    Wang, YQ
    Deng, XB
    Shang, N
    Zhu, YY
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2005, 3518 : 838 - 843
  • [3] An efficient data mining algorithm for discovering web access patterns
    Yen, SJ
    Lee, YS
    WEB TECHNOLOGIES AND APPLICATIONS, 2003, 2642 : 187 - 192
  • [4] An Efficient Hybrid Algorithm for Mining Web Frequent Access Patterns
    ZHAN Li-qiang 1
    2.Department of Science of Computer
    Wuhan University Journal of Natural Sciences, 2004, (05) : 557 - 560
  • [5] Concurrency in web access patterns mining
    School of Computing and Communications in Southampton Solent University, East Park Terrace, Southampton, SO14 0YN, United Kingdom
    不详
    不详
    World Acad. Sci. Eng. Technol., 2009, (856-865):
  • [6] Web Mining Based on User Access Patterns for Web Personalization
    Wang Xiao-Gang
    Li Yue
    2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL I, 2009, : 194 - 197
  • [7] Mining history of changes to Web Access Patterns
    Zhao, QK
    Bhowmick, SS
    KNOWLEDGE DISCOVERY IN DATABASES: PKDD 2004, PROCEEDINGS, 2004, 3202 : 521 - 523
  • [8] An efficient algorithm for web access pattern mining
    Yang, Sen
    Guo, Jiankui
    Zhu, Yangyong
    FOURTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 2, PROCEEDINGS, 2007, : 726 - 729
  • [9] Web access log mining with soft sequential patterns
    Fiot, C.
    Laurent, A.
    Teisseire, M.
    APPLIED ARTIFICIAL INTELLIGENCE, 2006, : 519 - +
  • [10] Mining access patterns efficiently from Web logs
    Pei, J
    Han, JW
    Mortazavi-asl, B
    Zhu, H
    KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS: CURRENT ISSUES AND NEW APPLICATIONS, 2000, 1805 : 396 - 407