• DocumentCode
    397648
  • Title

    A complete framework for Web mining

  • Author

    Tseng, Andy ; Petrounias, Ilias ; Chountas, Panagiotis

  • Author_Institution
    Dept. of Comput., UMIST, Manchester, UK
  • Volume
    1
  • fYear
    2003
  • fDate
    5-8 Oct. 2003
  • Firstpage
    868
  • Abstract
    With the rapid growing number of WWW users, hidden information becomes ever increasingly valuable. As a consequence of this phenomenon, mining Web data and analysing on-line users´ behaviour and their on-line traversal pattern have emerged as a new area of research. Primarily based on the Web servers´ log files, the main objective of traversal pattern mining is to discover the frequent patterns in users´ browsing paths and behaviors. This paper presents a complete framework for Web mining, allowing users to pre-define physical constraints when analysing complex traversal patterns in order to improve the efficiency of algorithms and offer flexibility in producing the results.
  • Keywords
    Internet; data mining; file servers; WWW; Web data mining; Web servers log files; World Wide Web; hidden information; online traversal pattern; online users behaviour; traversal pattern mining; users browsing paths; Computer science; Data analysis; Data mining; Frequency; Information filtering; Navigation; Pattern analysis; Web mining; Web pages; Web server;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2003. IEEE International Conference on
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-7952-7
  • Type

    conf

  • DOI
    10.1109/ICSMC.2003.1243924
  • Filename
    1243924