• DocumentCode
    2226763
  • Title

    Research on Data Preprocessing Process in the Web Log Mining

  • Author

    Peng, Sumian ; Cheng, Qingqing

  • Author_Institution
    Sch. of Econ. & Adm., Beijing Jiaotong Univ., Beijing, China
  • fYear
    2009
  • fDate
    26-28 Dec. 2009
  • Firstpage
    942
  • Lastpage
    945
  • Abstract
    Data Preprocessing is the first key link of a Web log mining. Data preprocessing results will have a direct impact on the behind affairs conducted by the transaction identification, the path analysis, the model founded. This paper makes some exploration and attempt in data preprocessing. It conducts a detailed study of preprocessing process in Web log mining from the aspect of data cleaning, user identification, session identification, path completion and transaction identification and soon.
  • Keywords
    Internet; data mining; program processors; Web log mining; data cleaning; data preprocessing process; path analysis; path completion; session identification; transaction identification; user identification; Cleaning; Data engineering; Data mining; Data preprocessing; Data warehouses; Information science; Network servers; Permission; Web pages; Web server;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2009 1st International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-4909-5
  • Type

    conf

  • DOI
    10.1109/ICISE.2009.942
  • Filename
    5455291