• DocumentCode
    3027436
  • Title

    Preference utility mining of web navigation patterns

  • Author

    Yu-Cheng Chen ; Jieh-Shan Yeh

  • Author_Institution
    Dept. of Comput. Sci. & Inf. Eng., Providence Univ., Taichung, Taiwan
  • fYear
    2010
  • fDate
    4-6 Aug. 2010
  • Firstpage
    49
  • Lastpage
    54
  • Abstract
    Through the world wide web development, web mining becomes an important research topic in database technologies. Web usage mining is to discover useful information of web pages from user navigation patterns recorded in web logs. Web utility mining is not only discovering the frequent web navigation patterns, but also identifying the profit of web pages. For enhancing the web utility mining, this study proposes a novel preference utility mining algorithm to provide web designers and decision makers more useful and meaningful web information. The proposed algorithm can also be implemented on shared memory multiprocessing (SMP) architecture of parallel computation.
  • Keywords
    Internet; data mining; database management systems; Web navigation pattern; Web usage mining; Web utility mining; World Wide Web development; database technologies; preference utility mining algorithm; user navigation patterns; Utility mining; Web technology; Web traversal patterns;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Frontier Computing. Theory, Technologies and Applications, 2010 IET International Conference on
  • Conference_Location
    Taichung
  • Type

    conf

  • DOI
    10.1049/cp.2010.0536
  • Filename
    5632280