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
  • [31] A clustering model for mining evolving web user patterns in data stream environment
    Wu, EH
    Ng, MK
    Yip, AM
    Chan, TF
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING IDEAL 2004, PROCEEDINGS, 2004, 3177 : 565 - 571
  • [32] A phrase recommendation algorithm based on query stream mining in web search engines
    Barouni-Ebrahimi, M.
    Ghorbani, Ali A.
    ALGORITHMS AND MODELS FOR THE WEB-GRAPH, 2008, 4936 : 129 - 136
  • [33] An efficient incremental algorithm for mining web navigation patterns with dynamic thresholds
    Ying, Jia-Ching
    Tseng, Vincent S.
    ICIC Express Letters, 2010, 4 (05): : 1625 - 1630
  • [34] Mining user access patterns with traversal constraint for predicting web page requests
    Shyu, Mei-Ling
    Haruechaiyasak, Choochart
    Chen, Shu-Ching
    KNOWLEDGE AND INFORMATION SYSTEMS, 2006, 10 (04) : 515 - 528
  • [35] Mining user access patterns with traversal constraint for predicting web page requests
    Mei-Ling Shyu
    Choochart Haruechaiyasak
    Shu-Ching Chen
    Knowledge and Information Systems, 2006, 10 : 515 - 528
  • [36] Web Cultural Mining and Enhancing User Access On Web Using Culture
    Sunena
    Kaur, Kamaljit
    2016 IEEE INTERNATIONAL CONFERENCE ON RECENT TRENDS IN ELECTRONICS, INFORMATION & COMMUNICATION TECHNOLOGY (RTEICT), 2016, : 542 - 545
  • [37] Data mining of web access logs from an academic web site
    Ciesielski, V
    Lalani, A
    DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 1034 - 1043
  • [38] Mining of generalized web browsing patterns
    Wang, SL
    Lo, WS
    Hong, TP
    7TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL II, PROCEEDINGS: COMPUTER SCIENCE AND ENGINEERING, 2003, : 267 - 271
  • [39] Mining temporal web interesting patterns
    Hu, Xianwei
    Yin, Ying
    Zhang, Bin
    CIS: 2007 INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY, PROCEEDINGS, 2007, : 227 - +
  • [40] Mining accessing path patterns on Web
    Chen, C.K.
    Jin, Y.P.
    2001, Shenyang Institute of Computing Technology (22):