• DocumentCode
    2126150
  • Title

    Research of Information Extraction Algorithm based on Hidden Markov Model

  • Author

    Zhou, CaiLan ; Li, Shasha

  • Author_Institution
    Computer & Science Technology Department, Wuhan University of Technology, Hubei, China
  • fYear
    2010
  • fDate
    4-6 Dec. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Based on the research of Web Information Extraction Algorithm of Hidden Markov Model, this paper focus on the application of HMM in text information extraction, and improved methods of information extraction with constructing granularity refined DOM tree combined with regular expression to extract detailed information points. At the same time, we smooth the probability of unknown observations. Test result show that, the improved HMM has better extraction performance.
  • Keywords
    Algorithm design and analysis; Data mining; Data models; HTML; Hidden Markov models; Training; Web pages; DOM Tree; Hidden Markov Model; Information Extraction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Engineering (ICISE), 2010 2nd International Conference on
  • Conference_Location
    Hangzhou, China
  • Print_ISBN
    978-1-4244-7616-9
  • Type

    conf

  • DOI
    10.1109/ICISE.2010.5690348
  • Filename
    5690348
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2126150