Approach to automating the construction and completion of ontologies in a scientific subject field
Sadirmekova Z. Murzakhmetov A. Abduvalova A. Altynbekova Z. Makhatova V. Akhmetzhanova S. Tasbolatuly N. Serikbayeva S.
June 2024Institute of Advanced Engineering and Science
International Journal of Electrical and Computer Engineering
2024#14Issue 33064 - 3072 pp.
Domain ontologies facilitate the organization, sharing, and reuse of subject areas. Building a software ontology is labor-intensive and time-consuming. In the process of obtaining a software ontology, it is required to analyze a huge number of scientific publications relevant to the software being modeled. The process of ontology replenishing with information from a huge number of scientific publications can be facilitated and accelerated through the use of lexical-syntactic patterns of ontological design. In this paper, we consider the possibility of automated construction of scientific subject area ontologies based on a heterogeneous patterns system of ontological design. This system includes ontological design patterns and is intended for ontology developers. System also includes automatically built lexical and syntactic patterns, which help to automatic replenishment of the ontology with information extracted from natural language texts.
Domain ontology Modern methods of automatic text processing Ontology design patterns Ontology replenishment Patterns automatic generation
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Department of Information Systems, Faculty of Information Technology, M. Kh. Dulaty Taraz Regional University, Taraz, Kazakhstan
Institute of Information and Computational Technologies, Committee of Science of the Ministry of Education and Science of the Republic of Kazakhstan, Almaty, Kazakhstan
School of Engineering, University of Lincoln, Lincoln, United Kingdom
Department of Computer Science, Kazakh National Women’s Teacher Training University, Almaty, Kazakhstan
Department of Software Engineering, Faculty of Physics, Mathematics and Information Technology Kh. Dosmukhamedov Atyrau University, Atyrau, Kazakhstan
Higher School of Information technologies and engineering, Astana International University, Astana, Kazakhstan
Department of Information Systems, Faculty of Information Technology, L.N. Gumilyov Eurasian National University, Astana, Kazakhstan
Department of Information Systems, Faculty of Information Technology, M. Kh. Dulaty Taraz Regional University, 60 Tole bi str., Taraz, 080000, Kazakhstan
Department of Information Systems
Institute of Information and Computational Technologies
School of Engineering
Department of Computer Science
Department of Software Engineering
Higher School of Information technologies and engineering
Department of Information Systems
Department of Information Systems
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