• DocumentCode
    2895350
  • Title

    Web usage pattern analysis through web logs: A review

  • Author

    Sisodia, D.S. ; Verma, Shalini

  • Author_Institution
    Dept. of Comput. Sc. & Eng., Nat. Inst. of Technol. Raipur, Raipur, India
  • fYear
    2012
  • fDate
    May 30 2012-June 1 2012
  • Firstpage
    49
  • Lastpage
    53
  • Abstract
    Web server log repositories are great source of knowledge, which keeps the record of web usage patterns of different web users. The Web usage pattern analysis is the process of identifying browsing patterns by analyzing the user´s navigational behavior. The web server log files which store the information about the visitors of web sites is used as input for the web usage pattern analysis process. First these log files are preprocessed and converted into required formats so web usage mining techniques can apply on these web logs. This paper reviews the process of discovering useful patterns from the web server log file of an academic institute. The obtained results can be used in different applications like web traffic analysis, efficient website administration, site modifications, system improvement and personalization and business intelligence etc.
  • Keywords
    Internet; Web sites; data mining; educational institutions; file servers; Web server log files; Web server log repositories; Web traffic analysis; Web usage mining techniques; Web usage pattern analysis process; Website administration; academic institute; browsing pattern identification; business intelligence; pattern discovery; site modifications; system improvement; system personalization; user navigational behavior analysis; Browsers; Data mining; Knowledge engineering; Web pages; Web servers; Knowledge extraction; Log Repositories; Useful patterns; Web server log; Web usage mining; Web usage pattern; browsing patterns;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Science and Software Engineering (JCSSE), 2012 International Joint Conference on
  • Conference_Location
    Bangkok
  • Print_ISBN
    978-1-4673-1920-1
  • Type

    conf

  • DOI
    10.1109/JCSSE.2012.6261924
  • Filename
    6261924