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Sistemy i Sredstva Informatiki [Systems and Means of Informatics], 2017, Volume 27, Issue 2, Pages 143–154
DOI: https://doi.org/10.14357/08696527170212
(Mi ssi522)
 

This article is cited in 6 scientific papers (total in 6 papers)

An approach to modeling the semantic net evolution

I. M. Adamovich, O. I. Volkov

Institute of Informatics Problems, Federal Research Center "Computer Science and Control" of the Russian Academy of Sciences, 44-2 Vavilov Str., Moscow 119333, Russian Federation
Full-text PDF (386 kB) Citations (6)
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Abstract: This article is devoted to the description and rationale of the approach to the modeling of semantic net which is the basis for the technology of concrete historical investigation support. This technology is supported by the interaction of many independent researchers. This fact can potentially cause the degradation of the collected information quality. The described model is used to check the quality of the information which is organized as a semantic net. The proposed modeling approach is based on the concepts of graphodynamics, which allows building a graph on the basis of strictly defined empiric rules, and the Barabasi–Albert model (algorithm for generating random scale-free networks). The model adequacy was checked by comparing its parameters with the main characteristics of cognitive networks on the ground that the semantic net of the concrete historical investigation technology is, of its nature, a cognitive network. Model validation was carried out for a wide range of model's parameters values.
Keywords: semantic net; model; graphodynamics; cognitive network; preferential attachment concept.
Received: 15.03.2017
Bibliographic databases:
Document Type: Article
Language: Russian
Citation: I. M. Adamovich, O. I. Volkov, “An approach to modeling the semantic net evolution”, Sistemy i Sredstva Inform., 27:2 (2017), 143–154
Citation in format AMSBIB
\Bibitem{AdaVol17}
\by I.~M.~Adamovich, O.~I.~Volkov
\paper An approach to modeling the semantic net evolution
\jour Sistemy i Sredstva Inform.
\yr 2017
\vol 27
\issue 2
\pages 143--154
\mathnet{http://mi.mathnet.ru/ssi522}
\crossref{https://doi.org/10.14357/08696527170212}
\elib{https://elibrary.ru/item.asp?id=29216663}
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  • https://www.mathnet.ru/eng/ssi/v27/i2/p143
  • This publication is cited in the following 6 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Системы и средства информатики
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    Full-text PDF :42
    References:41
     
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