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Journal Science Intensive Technologies №8 for 2013 г.
Article in number:
Model of ontology for knowledge domain monitoring task on the basis of partial semantic interpretation of text information content
Authors:
A.Yu. Novikov, I.Yu. Golikov
Abstract:
The development of new information technologies and the growth of computer users have brought to existence a lot of original practical problems connected with automated and even automatic processing of speech and text data flows. These problems include business intelligence and benchmarking, monitoring of specific areas in applied domains, remote education technologies, detection and elimination of speech defects and psychological closely related to ontology patterns and others. The solution of these problems requires building up powerful automated (automatic) systems that use semantics and are based on the knowledge as of the surrounding world, as of the practical applied domains. The existing approaches for building up such systems most often do not take into account the semantic interpretation during texts processing making it impossible to get the required accuracy of the decisions taken. On the other hand, semantic interpretation is impossible without using the most complete, specially built ontology, take into account all the aspects of knowledge, necessary for such an interpretation. And it is a model of such ontology that is presented in this article. The modeling approach is based on the idea of multilevel intensional description of an applied area, and thus on procedures of internal processing of pre-formalized information text content, that allows to account for semantic consistency of text fragments with subsequent countertext formation.
Pages: 5-10
References

  1. Novikov A. Ju. Semantika i vozmozhnost' ee formalizaczii v texnicheskix sistemax // Naukoemkie texnologii 2009. № 1.
  2. Novikov A. Ju. Konczeptual'naya model' ontologii predmetnoj oblasti v interesax postroeniya sistem obrabotki tekstovy'x dokumentov, ispol'zuyushhix semantiku // Naukoyomkie texnologii. 2012. № 8.
  3. Novikov A. Ju., Stolyarov M. G. Konczeptual'ny'e osnovy' unificzirovannogo podxoda k avtomaticheskoj obrabotke raznoyazy'chny'x tekstov // Naukoyomkie texnologii. 2009. № 12.
  4. Novikov A. Ju. Konczeptual'ny'e osnovy' avtomatizaczii diskursnogo analiza tekstov na osnove semantiki // Naukoyomkie texnologii. 2010. № 9.
  5. Kirsanova I. V. Mnogoznachnost' semantiki teksta kak realizacziya individual'ny'x strategij ponimaniya (Avtoref. dis. na soiskanie uchyonoj stepeni k. f. n.). GOU Ufimskij gosudarstvenny'j aviaczionny'j texnicheskij universitet, 2007.