• DocumentCode
    126943
  • Title

    A research of dynamic theme crawler based on keywords and support vector machine

  • Author

    Song Biao ; Zhu Jian-ming ; Zhang Jian-guang

  • Author_Institution
    Sch. of Inf., Central Univ. of Finance & Econ., Beijing, China
  • fYear
    2014
  • fDate
    17-19 Aug. 2014
  • Firstpage
    21
  • Lastpage
    26
  • Abstract
    With the rapid development of Internet technology, the limited ability of search engines is difficult to process the increasingly mass data. How to obtain the useful target information from the internet in a short time has become a difficult problem currently. The search results by using general search engines are inaccuracy and the relationship with the search them is not very strong. The theme crawler can focus on a single field, but cannot be applied to other fields. According to introducing the keywords and support vector machine model, this paper proposed a dynamic theme crawler system. The experimental result shows that, the dynamic theme crawler based on keywords and support vector machine can effectively acquire target information. This method can be flexibly applied in the fields of information security, the management of enterprise public relations crisis and so on.
  • Keywords
    Internet; information retrieval; search engines; support vector machines; Internet technology; dynamic theme crawler; enterprise public relations crisis management; information security; keywords; search engines; support vector machine; target information; Algorithm design and analysis; Classification algorithms; Correlation; Crawlers; Heuristic algorithms; Support vector machine classification; algorithm; crawler; dynamic theme; support vector machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Management Science & Engineering (ICMSE), 2014 International Conference on
  • Conference_Location
    Helsinki
  • Print_ISBN
    978-1-4799-5375-2
  • Type

    conf

  • DOI
    10.1109/ICMSE.2014.6930203
  • Filename
    6930203