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Program Systems: Theory and Applications, 2015, Volume 6, Issue 4, Pages 401–418 (Mi ps196)  

This article is cited in 1 scientific paper (total in 1 paper)

Artificial Intelligence, Intelligent Systems, Neural Networks

Basic architecture, methods and algorithms of system for temporal information extraction from natural language texts

Yu. P. Serdyuk

Ailamazyan Program Systems Institute of Russian Academy of Sciences, Yaroslavskaya obl., Pereslavskii raion, s. Ves'kovo
Full-text PDF (648 kB) Citations (1)
References:
Abstract: The given paper presents a basic architecture of the system which intended for temporal information extraction from natural language texts. We present the main structural parts of this architecture along with the corresponding methods and algorithms. Also we distinguish three stages in the temporal information extraction: recognizing the events and times, identifying the dependencies between them and final ordering of temporal elements. Correspondingly, logical inference, machine learning methods and linguistics banks of data are necessary in all these stages. (In Russian).
Key words and phrases: information extraction, temporal elements, machine learning.
Received: 30.11.2015
Accepted: 28.12.2015
Document Type: Article
UDC: 004.89:004.912
Language: Russian
Citation: Yu. P. Serdyuk, “Basic architecture, methods and algorithms of system for temporal information extraction from natural language texts”, Program Systems: Theory and Applications, 6:4 (2015), 401–418
Citation in format AMSBIB
\Bibitem{Ser15}
\by Yu.~P.~Serdyuk
\paper Basic architecture, methods and algorithms of system for temporal information extraction from natural language texts
\jour Program Systems: Theory and Applications
\yr 2015
\vol 6
\issue 4
\pages 401--418
\mathnet{http://mi.mathnet.ru/ps196}
Linking options:
  • https://www.mathnet.ru/eng/ps196
  • https://www.mathnet.ru/eng/ps/v6/i4/p401
  • This publication is cited in the following 1 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Program Systems: Theory and Applications
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    Abstract page:323
    Full-text PDF :66
    References:42
     
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