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Modelling and Data Analysis
2022. Vol. 12, no. 1, 49–59
doi:10.17759/mda.2022120104
ISSN: 2219-3758 / 2311-9454 (online)

Automatic Establishment of Generic Relationships Between Concepts

112

A.E. Makarova, Y.V. Nikitin, A.A. Khoroshilov

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Abstract

The article describes the results of research on the creation of methods for constructing a formalized semantic description of documents for solving problems of semantic search for documents. The methods used in the study are based on the use of machine grammar procedures and conceptual analysis of texts, which ensure the identification of its conceptual composition and the assignment of characteristics to the names of concepts that correspond to their semantic role and significance in the text. To perform this work, a set of software tools was created, which was tested on media documents.

General Information

Keywords: semantic-syntactic analysis, morphological analysis, conceptual analysis, automatic establishment of generic relations

Journal rubric: Optimization Methods

Article type: scientific article

DOI: https://doi.org/10.17759/mda.2022120104

Received: 29.04.2022

Accepted:

For citation: Makarova A.E., Nikitin Y.V., Khoroshilov A.A. Automatic Establishment of Generic Relationships Between Concepts. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2022. Vol. 12, no. 1, pp. 49–59. DOI: 10.17759/mda.2022120104. (In Russ., аbstr. in Engl.)

References

  1. Zakharova I.V. Matematicheskaya model' semanticheskogo poiska s ispol'zovaniem ontologicheskogo podkhoda: Avtoref. dis. kand. fiz.-mat. nauk. – Chelyabinsk, 2009. – 20 p.
  2. Naikhanova L.V. Metody i modeli avtomaticheskogo postroeniya ontologii na osnove geneticheskogo i avtomatnogo programmirovaniya: Avtoref. dis. dokt. tekh. nauk. – Krasnoyarsk, 2008. – 36 p.
  3. Rabchevskii E.A. Avtomaticheskoe postroenie ontologii. Nauchno-tekhnicheskie vedomosti Sankt-Peterburgskogo gosudarstvennogo politekhnicheskogo universiteta. – SPb.: Izdatel'stvo Politekhnicheskogo Universiteta, 2007. – № 52–2. – P. 22–26.
  4. Khoroshilov A.A. Metody avtomaticheskogo ustanovleniya smyslovoi blizosti dokumentov na osnove ikh kontseptual'nogo analiza. Trudy XV Vserossiiskoi nauchnoi konferentsii «Ehlektronnye biblioteki: perspektivnye metody i tekhnologii, ehlektronnye kollektsiI» – RCDL’2013, g. Yaroslavl', 14–17 oktyabrya 2013 goda. – 2013. – P. 369–376.
  5. Khoroshilov A.A., Makarova A.E.  Avtomatizirovannoe formirovanie ontologicheskikh resursov v aviakosmicheskoi otrasli. Tezisy. – M.: Izdatel'stvo «PerO», 2021– 9,43 Mb. [Ehlektronnoe izdanie]. - Moskva: Moskovskii aviatsionnyi institut (natsional'nyi issledovatel'skii universitet), 2021. - S.282-283.
  6. Morfologicheskii analizator MetAFraz novogo pokoleniya / Khoroshilov Al-dr A., Nikitin YU.V., Pshenichnyi S.I., Shevkunov M.A., Khoroshilov Al-ei A.  . Nauchno-tekhnicheskaya informatsiya. Seriya 2: Informatsionnye protsessy i sistemy. VINITI RAN. 2021. №5.
  7. Avtomaticheskoe  formirovanie sintaksicheskoi modeli yazyka dlya zadach mashinnogo perevoda i informatsionnogo poiska . Kan A.V., Revina V. D., Rusnak V.I., Khoroshilov Al-dr A., Khoroshilov Al-sei A. . Sb. «Nauchno-tekhnicheskaya informatsiYA», Ser. 2, № 12, VINITI,  2018.

Information About the Authors

Anna E. Makarova, Junior programmer, AO “NPK “VT i SS”, Moscow, Russia, ORCID: https://orcid.org/0000-0002-9232-6838, e-mail: anna20497@list.ru

Yuriy V. Nikitin, Researcher, Institute for Informatics Problems FITS IU RAN, Moscow, Russia, ORCID: https://orcid.org/0000-0002-7641-0247, e-mail: yuri.v.nikitin@gmail.com

Aleksander A. Khoroshilov, Doctor of Engineering, Senior programmer, AO ″NPK “VT i SS”″, Moscow, Russia, ORCID: https://orcid.org/0000-0003-4885-3232, e-mail: a.a.horoshilov@mail.ru

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