• DocumentCode
    3587444
  • Title

    Effective utilization of page ranking and HITS in significant information retrieval

  • Author

    Pawar, Shailendra G. ; Natani, Pratiksha

  • Author_Institution
    DRDO, Pune, India
  • fYear
    2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    World Wide Web is the treasury of information. It contain huge amount of interrelated data but it is very difficult to find the relevant data from it. To search for relevant information user uses search engine. Ranking algorithms are used by search engine to retrieve the most relevant and popular web pages. PageRank and HITS (Hyperlink-Induced Topic Search) algorithm are very popular among them. In this paper PageRank and HITS algorithm and their working are discussed briefly. This paper proposed an approach in which both Page Rank and HITS algorithm applied simultaneously to find most relevant web pages and improve the result of web searching. An experimental result shows that performance of proposed approach is better than individual application of algorithms.
  • Keywords
    Internet; information retrieval; search engines; HITS algorithm; Web pages; Web searching; World Wide Web; information retrieval; page ranking; search engine; Algorithm design and analysis; Classification algorithms; Convergence; Search engines; Web pages; Web search; Authority; HITS; Hub; Link; PageRank; Web Graph; analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Convergence of Technology (I2CT), 2014 International Conference for
  • Print_ISBN
    978-1-4799-3758-5
  • Type

    conf

  • DOI
    10.1109/I2CT.2014.7092030
  • Filename
    7092030