Development system for coordination of activities of experts in the formation of machineschetable standards in the field of military and space activities based on ontological engineering: a case study

Authors

DOI:

https://doi.org/10.15587/1729-4061.2023.288542

Keywords:

smart-standard, standard development, identifying keywords, harmonized standard, national standard

Abstract

Standardization and technical regulation involve the digitization of international and regional standards into "smart" standards, introducing new requirements for the presentation of complex industrial manuals. The introduction of artificial intelligence and machine learning into the process of standardization, improving process automation, data analysis will provide an opportunity to create innovative standards. Creation of machine-readable standards and their presentation in the form of a database will contribute to better interoperability between systems.

The article demonstrates the method of ontological engineering for the automation of partial methodological examination of documents in accordance with the National Standardization Plan.

As part of the experiment, an independent tool was developed, based on the extraction of qualitative data, using an uncontrolled automatic keyword extraction algorithm. The algorithm does not require the creation of a learning corpus, can be applied to any text and language, and does not have limitations on the amount of processed data. The algorithm provides adjustment of the parameters of the repetition of keywords, with the possibility of taking into account less important keywords.

The work presents the following components: model classification standards, essence extraction module, categorization, thesaurus formation, monitoring and analysis. Calculations were carried out using formalization, determination of the target function, establishment of similarity measures, and description of document features. The work presents the theoretical aspect of application, design and description of the functional system.

Supporting Agency

  • Science Committee of the Ministry of Education and Science of the Republic of Kazakhstan (grant No. AP09058441 "Building a system of intelligent control of the processes of development and harmonization of standards within the framework of interstate and national standardization based on ontological engineering"

Author Biographies

Anar Utegenova, Almaty University of Power Engineering and Telecommunications named after Gumarbek Daukeyev

PhD

Department IT Engineering

Akylbek Bapyshev, INT-SAT Alatau LLP

Master of Science

Zhanna Suimenbayeva, INT-SAT Alatau LLP

Master of Science

Alisher Aden, INT-SAT Alatau LLP

Master of Science

Ruslan Kassym, Academy of Logistic and Transport

PhD, Senior Lector

Department Information Communication Technologies

Serikov Tansaule, S. Seifullin Kazakh Agro Technical Research University

Associate Professor

Department of Radio Engineering, Electronics and Telecommunications

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Development system for coordination of activities of experts in the formation of machineschetable standards in the field of military and space activities based on ontological engineering: a case study

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Published

2023-10-31

How to Cite

Utegenova, A., Bapyshev, A., Suimenbayeva, Z., Aden, A., Kassym, R., & Tansaule, S. (2023). Development system for coordination of activities of experts in the formation of machineschetable standards in the field of military and space activities based on ontological engineering: a case study. Eastern-European Journal of Enterprise Technologies, 5(2 (125), 67–77. https://doi.org/10.15587/1729-4061.2023.288542

Issue

Vol. 5 No. 2 (125) (2023): Information technology. Industry control systems

Section

Information technology

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Copyright (c) 2023 Anar Utegenova, Akylbek Bapyshev, Zhanna Suimenbayeva, Alisher Aden, Ruslan Kassym, Serikov Tansaule

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