• DocumentCode
    144451
  • Title

    An Approach for Web Pre-fetching to Enhance User Interaction of Web Application Using Markov Model

  • Author

    Pal, Monti BabuLal ; Jain, D.C.

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Shrivashnav Inst. of Sci. & Technol., Indore, India
  • fYear
    2014
  • fDate
    7-9 April 2014
  • Firstpage
    373
  • Lastpage
    377
  • Abstract
    With the growth of the internet, use of Web sites across the world has been increased rapidity. where each website having number of web pages, number of indexed Web pages of over 20 billion. With such a huge collection, a quick Web search and response to user´s query is essential for effective utilization of the Web. Pre-fetching technique used time gap between consecutive requests from the same user in the Web environment and the Web server can use this time gap to pre-fetch the predicted pages. Successful perfecting will not only reduce the delays for users´ requests for Web objects, but also result in less overall network traffic and lighter loads on the Web servers. This paper gives an methodology for web pre fetching that generate candidate key by using fp tree and apply weight mining over it after that by using markov model catch the page that need to be pre fetch in order to increase user performance.
  • Keywords
    Markov processes; Web sites; data mining; human computer interaction; query processing; storage management; tree data structures; FP-growth tree; Internet; Markov model; Web application; Web environment; Web objects; Web prefetching technique; Web search; Web server; Web sites; Web utilization; consecutive requests; indexed Web pages; network traffic; time gap; user interaction; user performance; user query; weight mining; Markov processes; Mathematical model; Web mining; Web pages; Web servers; Log file; Pre-fetching; Web Services;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communication Systems and Network Technologies (CSNT), 2014 Fourth International Conference on
  • Conference_Location
    Bhopal
  • Print_ISBN
    978-1-4799-3069-2
  • Type

    conf

  • DOI
    10.1109/CSNT.2014.80
  • Filename
    6821421