• DocumentCode
    2037516
  • Title

    Exploration on Web Usage Mining and its Application

  • Author

    Dong, DeMin

  • Author_Institution
    Sch. of Economic & Manage., ShaoXing Univ., Shaoxing
  • fYear
    2009
  • fDate
    23-24 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Along with the deepening development of e-commerce, it becomes important to know the user access mode. Through Web usage mining, the server log, registration information and other relative information left by user access can be mined with the user access mode which will provide foundation for decision-making of organizations. This paper proposes a SQL Server2000 based Web usage mining solution and illustrates with authentic examples on how to use DTS, T-SQL and other tools under SQL Server2000 to realize data transfer, data cleansing, user recognition, session recognition and other data pre-processing work, and illustrates on how to use Online Analysis and Process (OLAP) as well as Data Mining (DM) under SQL Server2000 as to realize mode discovery and mode analysis. This thesis is aimed at exploring a visual Web usage mining method.
  • Keywords
    SQL; Web sites; data mining; decision making; electronic commerce; OLAP; SQL Server2000; Web usage mining; data cleansing; data transfer; decision making; e-commerce; online analysis process; registration information; server log; session recognition; user access mode; Data mining; Delta modulation; Educational institutions; File servers; Government; Internet; Performance analysis; Stress; Turning; Uniform resource locators;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-3893-8
  • Electronic_ISBN
    978-1-4244-3894-5
  • Type

    conf

  • DOI
    10.1109/IWISA.2009.5072860
  • Filename
    5072860