• DocumentCode
    3043913
  • Title

    Analysis of preprocessing methods for web usage data

  • Author

    Kewen, Liu

  • Author_Institution
    Sch. of Comput. & Informaton Eng., Harbin Univ. of Commerce, Harbin, China
  • Volume
    1
  • fYear
    2012
  • fDate
    18-20 May 2012
  • Firstpage
    383
  • Lastpage
    386
  • Abstract
    Web usage mining is to analysis Web log files and discover user accessing patterns of Web pages, it can find users´ access models automatically and quickly from the vast Web log data, such as frequent access paths, frequent access page groups and user clustering. This will provide foundation for decision making of organizations. Data preprocessing is a key technology in this mining activity. This paper analyses the preprocessing of Web usage mining in detail. After data preprocessing, the number of invalid data can be significantly reduced.
  • Keywords
    Web log; Web usage mining; data mining; data preprocessing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measurement, Information and Control (MIC), 2012 International Conference on
  • Conference_Location
    Harbin, China
  • Print_ISBN
    978-1-4577-1601-0
  • Type

    conf

  • DOI
    10.1109/MIC.2012.6273276
  • Filename
    6273276