• DocumentCode
    3398065
  • Title

    An improved method for the computation of PageRank

  • Author

    Wei Huang ; Bin Li

  • Author_Institution
    Comput. Sci. Dept., Jinan Univ., Guangzhou, China
  • fYear
    2011
  • fDate
    19-22 Aug. 2011
  • Firstpage
    2191
  • Lastpage
    2194
  • Abstract
    The dramatic growth of the web information technology is forcing modern web search engines to look beyond simply the content of pages in providing relevant answers to queries. This paper has a brief description of the original PageRank algorithm, used in the Google search engine, greatly improves the results of Web search by utilizing the link structure of the web. Besides, it gives some analysis of topic bias, absolute equalization and emphasis on old web about the algorithm, which influences the ranking quality of websites. In order to solve these problems, we propose an improved method for the computation of PageRank on the basis of integrated factors. The experiment shows that our improved method outperforms the PageRank algorithm in the quality of the pages returned.
  • Keywords
    search engines; Google search engine; PageRank algorithm; Web information technology; Web link structure; Web search engine; Web site ranking quality; Algorithm design and analysis; Educational institutions; Google; Internet; Search engines; Time factors; Web pages; PageRank; time factor; topic character;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronic Science, Electric Engineering and Computer (MEC), 2011 International Conference on
  • Conference_Location
    Jilin
  • Print_ISBN
    978-1-61284-719-1
  • Type

    conf

  • DOI
    10.1109/MEC.2011.6025926
  • Filename
    6025926