• DocumentCode
    2113290
  • Title

    Markov-Based Automatic Term Extraction

  • Author

    Zhou, Zili ; Wang, Yanna ; Gu, Junzhong

  • Author_Institution
    Comput. Sci. & Technol. Dept., East China Normal Univ., Shang Hai
  • fYear
    2008
  • fDate
    18-18 Dec. 2008
  • Firstpage
    86
  • Lastpage
    89
  • Abstract
    This paper presents an automatic term extraction method based on Markov process. The method aims to extract multi-word domain terms from English corpora. The paper proves that the extracting term process is a Markov chain firstly, and then gives the steps of the Markov-based method. In order to evaluate our method, we use a corpus related to computer science got by Web crawlers, and extract domain terms by methods introduced in the paper. The experiment data shows that our method out performs other methods.
  • Keywords
    Markov processes; information retrieval; English corpora; Markov chain; Markov process; Markov-based automatic term extraction; Web crawlers; multi-word domain term; Biomedical engineering; Computer science; Data mining; Educational institutions; Humans; Mutual information; Ontologies; Paper technology; Physics; Statistics; Markov; term extraction; transition probability;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Future BioMedical Information Engineering, 2008. FBIE '08. International Seminar on
  • Conference_Location
    Wuhan, Hubei
  • Print_ISBN
    978-0-7695-3561-6
  • Type

    conf

  • DOI
    10.1109/FBIE.2008.84
  • Filename
    5076692