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A Method for Automatic Construction of Ontological Knowledge Bases. II. Automatic Identification of Semantic Relations in Ontological Networks*

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Cybernetics and Systems Analysis Aims and scope

Abstract

A semantic-syntactic model of natural language is presented. After the factorization of constructed tensors of the model, vectors representing the semantic-syntactic valence of words and describing the commutative behavior of words in a sentence are generated. A method is developed for computing vectors of the semantic-syntactic valence of concepts in an ontology that form an implicit description of their semantic relations. An algorithm is proposed for extracting explicit semantic relations between ontological concepts from vectors of their semantic-syntactic valence.

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Authors and Affiliations

  1. Taras Shevchenko National University of Kyiv, Kyiv, Ukraine

    O. O. Marchenko

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  1. O. O. Marchenko
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Correspondence to O. O. Marchenko.

Additional information

*First part of this paper was published in No. 1, 2016.

Translated from Kibernetika i Sistemnyi Analiz, No. 2, March–April, 2016, pp. 30–36.

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Marchenko, O.O. A Method for Automatic Construction of Ontological Knowledge Bases. II. Automatic Identification of Semantic Relations in Ontological Networks* . Cybern Syst Anal 52, 199–205 (2016). https://doi.org/10.1007/s10559-016-9815-4

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  • DOI: https://doi.org/10.1007/s10559-016-9815-4

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