Research on web log mining based on OLAP

被引:0
|
作者
Zhang, XB [1 ]
机构
[1] HangZhou Univ Commerce, Coll Informat & Elect Engn, Hangzhou 310035, Peoples R China
来源
THIRD INTERNATIONAL CONFERENCE ON ELECTRONIC COMMERCE ENGINEERING: DIGITAL ENTERPRISES AND NONTRADITIONAL INDUSTRIALIZATION | 2003年
关键词
data mining; knowledge representation; Web Log Mining; OLAP;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Since more and more applications based on EC are widely used, a massive amount of data is gathered by Web servers in the form of Web access logs. This is a rich source of information for understanding Web user surfing behavior. Web. Log Mining. is an application of data mining algorithms to Web access logs to find trends and regularities in Web users' traversal patterns. This paper presents the research on web log mining based on OLAP. First we analyze the structure of Web Log. then study the trends and access patterns of the users, finally build the multi-dimensional cube based on OLAP. Through the web log mining. we can draw a conclusion to improve business and marketing decision support. user profiling. and Web server system performance.
引用
收藏
页码:489 / 491
页数:3
相关论文
共 50 条
  • [31] User Personalized Recommendation Model Based on Web Log Mining
    Yao Xuefeng
    2017 INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA), 2017, : 580 - 584
  • [32] Web log mining based on improved FCM clustering algorithm
    Wang Zhijun
    Zhou Runjing
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING AND PATTERN RECOGNITION IN INDUSTRIAL ENGINEERING, 2010, 7820
  • [33] Improved method of data mining preprocessing based on Web log
    Sun, Yu-Hang
    Sun, Ying-Fei
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2009, 31 (12): : 2994 - 2997
  • [34] Research and Application of a Multidimensional Association Rules Mining Method Based on OLAP
    Wang, Hairong
    Huang, Pan
    Chen, Xu
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY AND WEB ENGINEERING, 2021, 16 (01) : 75 - 94
  • [35] Analysis of Web Site Using Web Log Expert Tool Based on Web Data Mining
    Singh, Satya Prakash
    Meenu
    2017 INTERNATIONAL CONFERENCE ON INNOVATIONS IN INFORMATION, EMBEDDED AND COMMUNICATION SYSTEMS (ICIIECS), 2017,
  • [36] Web Log Data Analysis and Mining
    Grace, L. K. Joshila
    Maheswari, V.
    Nagamalai, Dhinaharan
    ADVANCED COMPUTING, PT III, 2011, 133 : 459 - 469
  • [37] Data preparation in web log mining
    Lu, Lina
    Yang, Yiling
    Guan, Xudong
    Wei, Hengyi
    Jisuanji Gongcheng/Computer Engineering, 2000, 26 (04): : 66 - 67
  • [38] Web log data mining analysis
    Lu Ansheng
    2012 INTERNATIONAL CONFERENCE ON INTELLIGENCE SCIENCE AND INFORMATION ENGINEERING, 2012, 20 : 213 - 215
  • [39] An effective system for mining web log
    Yang, ZL
    Wang, YT
    Kitsuregawa, M
    FRONTIERS OF WWW RESEARCH AND DEVELOPMENT - APWEB 2006, PROCEEDINGS, 2006, 3841 : 40 - 52
  • [40] Preprocessing and mining web log data for web personalization
    Baglioni, M
    Ferrara, U
    Romei, A
    Ruggieri, S
    Turini, F
    AI(ASTERISK)IA 2003: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2003, 2829 : 237 - 249