• DocumentCode
    2984816
  • Title

    An Efficient Improved Strategy for the PageRank Algorithm

  • Author

    Zha Peng ; Xu Xiu ; Zuo Ming

  • Author_Institution
    Sch. of Comput. Sci. & Technol., China Univ. of Min. & Technol., Xuzhou, China
  • fYear
    2011
  • fDate
    12-14 Aug. 2011
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Analyze the traditional PageRank algorithm of the search engine deeply. According to its topic drift and putting emphasis on old web pages, an improved PageRank algorithm is proposed, which is based on the text content analysis and the introduction of time factor. The improved algorithm can effectively meets the correlation requirements and authoritative problem. It can fit all kinds of web surfers´ needs. Experimental results show that the modified algorithm performs better than the standard PageRank. Futhermore, it can effectively reduces the topic drift and enhance the satisfaction of web surfers obviously.
  • Keywords
    Web sites; content management; search engines; PageRank algorithm; Web pages; authoritative problem; correlation requirements; search engine; text content analysis; time factor; topic drift; Acceleration; Algorithm design and analysis; Computer science; Google; Internet; Search engines; Web pages;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management and Service Science (MASS), 2011 International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-6579-8
  • Type

    conf

  • DOI
    10.1109/ICMSS.2011.5999297
  • Filename
    5999297