Automatic Establishment of Generic Relationships Between Concepts

 
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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

OpenAlex citations: 0

OpenAlex trends: Library Science and Information, Advanced Computational Techniques and Applications, Scientific Research and Philosophical Inquiry

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Number of citations: 0

Topics

Library Science and Information

This cluster of papers explores the formation and development of a common digital space for scientific knowledge, focusing on digital libraries, scientific communication, information space, library science, knowledge management, bibliometrics, digital transformation, open access, research libraries, and scientific publications. The papers discuss the challenges and opportunities in creating a unified platform for accessing and sharing scientific knowledge in the digital age.

Number of works: 27743  |  Total number of citations: 21791

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Advanced Computational Techniques and Applications

This cluster of papers covers a wide range of topics related to artificial intelligence, expert systems, machine learning, control systems, fault diagnosis, ontology, and spatial information. It explores applications such as wavelet analysis, bioenergy, small business strategies, and multidisciplinary design optimization. The papers also delve into topics like language, logic, fluid mechanics, and marine data services.

Number of works: 180645  |  Total number of citations: 205000

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Scientific Research and Philosophical Inquiry

This cluster of papers covers a wide range of topics related to information science and technology development, including the impact of digital technology, foresight methods, knowledge management, big data, innovation, media, ontology, and semantic search. The papers explore the intersection of information science with various fields such as economics, education, neuroscience, sociology, and environmental studies.

Number of works: 44007  |  Total number of citations: 112893

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Work details in OpenAlex

Article type: scientific article

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

Received 29.04.2022

Accepted

Published

For citation: Makarova, A.E., Nikitin, Y.V., Khoroshilov, A.A. (2022). Automatic Establishment of Generic Relationships Between Concepts. Modelling and Data Analysis, 12(1), 49–59. (In Russ.). https://doi.org/10.17759/mda.2022120104

© Makarova A.E., Nikitin Y.V., Khoroshilov A.A., 2022

License: CC BY-NC 4.0

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, Russian Federation, 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, Russian Federation, ORCID: https://orcid.org/0000-0002-7641-0247, e-mail: yuri.v.nikitin@gmail.com

Aleksandr A. Khoroshilov, Senior programmer, Joint-Stock Company "Scientific and Industrial Company "High Technologies and Strategic Systems"" (JSC "SPC "VT and SS", Moscow, Russian Federation, ORCID: https://orcid.org/0000-0003-4885-3232, e-mail: a.a.horoshilov@mail.ru

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