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Numerical methods and programming, 2010, Volume 11, Issue 4, Pages 108–116 (Mi vmp345)  

This article is cited in 2 scientific papers (total in 2 papers)

Программирование

Automatic term extraction based on feature combination

N. V. Lukashevich, Yu. M. Logachev

Lomonosov Moscow State University, Research Computing Center
Full-text PDF (206 kB) Citations (2)
Abstract: The paper describes the method of extraction of two-word domain terms combining their features. The features are computed from three sources: the word usage statistics in a domain-specific text collection, the statistics of global search engines, and a domain-specific thesaurus. The evaluation of the approach is based on the terminology from Ontology on natural sciences and technology. We show that the use of multiple features considerably improves the automatic extraction of domain-specific terms.
Keywords: knowledge acquisition; term extraction; thesaurus; machine learning; search engine; Internet.
Document Type: Article
UDC: 004.853
Language: Russian
Citation: N. V. Lukashevich, Yu. M. Logachev, “Automatic term extraction based on feature combination”, Num. Meth. Prog., 11:4 (2010), 108–116
Citation in format AMSBIB
\Bibitem{LukLog10}
\by N.~V.~Lukashevich, Yu.~M.~Logachev
\paper Automatic term extraction based on feature combination
\jour Num. Meth. Prog.
\yr 2010
\vol 11
\issue 4
\pages 108--116
\mathnet{http://mi.mathnet.ru/vmp345}
Linking options:
  • https://www.mathnet.ru/eng/vmp345
  • https://www.mathnet.ru/eng/vmp/v11/i4/p108
  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Numerical methods and programming
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