Peculiarities of applying ontology-driven approach to the analysis of the security of educational institutions

The article outlines the peculiarities of applying an ontology-driven approach to the analysis of educational institutions security. The main aspects of ontological modeling in the field of educational environment security are identified, in particular in the context of threat assessment, risk prediction and development of effective mechanisms for their minimization. The basic principles of building ontological models are outlined, which allow to formalize knowledge about their dangers and ways to prevent them, as well as to ensure the integration of these models into digital tools for monitoring and management in educational institutions. The key components of ontological systems are considered, including the category of risks, identification of relationships between threats, automated analysis of situations and the formation of recommendations for making management decisions. The possibilities of using an ontology-driven approach to develop adaptive strategies for responding to certain threats and their dynamic correction based on the analysis are substantiated. The results obtained demonstrate the prospects of the ontological approach to the analysis of the provision of educational institutions and emphasize its importance for increasing the resilience of educational institutions to modern threats, since such an approach provides not only the systematization of knowledge among subjects of education, the administration of the educational institution and the teaching staff about security, but also the effectiveness of its management, creating conditions for strategic planning, operational response and the implementation of innovative methods of protecting education. Therefore, the use of an ontology-driven approach to the analysis of the provision of educational institutions is an effective tool for systematizing knowledge about any threats, methods for their prevention and mechanisms for responding to an emergency. Thanks to the structured presentation of information, it is possible to understand the relationships between physical, technical, organizational and human factors more deeply. Prospects for further research include the substantiation and development of theoretical and methodological foundations of complex ontological security models that cover all aspects of securing educational institutions (physical and information security, psychological comfort, legal aspects, and response to crisis situations).

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Publication Details

Journal
Health and Safety Pedagogy
Published
2025-04-25
DOI
https://doi.org/10.31649/2524-1079-2025-10-1-001-008
Primary Topic
Ukrainian Legal and Forensic Studies
Type
article
Field-Weighted Citation Impact
0.00
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article

Peculiarities of applying ontology-driven approach to the analysis of the security of educational institutions

Vitalii Prykhodniuk, Sofiіa Dembitska, Olha Kuzmenko
Health and Safety Pedagogy
Ukrainian Legal and Forensic Studies
article

Peculiarities of applying ontology-driven approach to the analysis of the security of educational institutions

Vitalii Prykhodniuk, Sofiіa Dembitska, Olha Kuzmenko
article en

Abstract

The article outlines the peculiarities of applying an ontology-driven approach to the analysis of educational institutions security. The main aspects of ontological modeling in the field of educational environment security are identified, in particular in the context of threat assessment, risk prediction and development of effective mechanisms for their minimization. The basic principles of building ontological models are outlined, which allow to formalize knowledge about their dangers and ways to prevent them, as well as to ensure the integration of these models into digital tools for monitoring and management in educational institutions. The key components of ontological systems are considered, including the category of risks, identification of relationships between threats, automated analysis of situations and the formation of recommendations for making management decisions. The possibilities of using an ontology-driven approach to develop adaptive strategies for responding to certain threats and their dynamic correction based on the analysis are substantiated. The results obtained demonstrate the prospects of the ontological approach to the analysis of the provision of educational institutions and emphasize its importance for increasing the resilience of educational institutions to modern threats, since such an approach provides not only the systematization of knowledge among subjects of education, the administration of the educational institution and the teaching staff about security, but also the effectiveness of its management, creating conditions for strategic planning, operational response and the implementation of innovative methods of protecting education. Therefore, the use of an ontology-driven approach to the analysis of the provision of educational institutions is an effective tool for systematizing knowledge about any threats, methods for their prevention and mechanisms for responding to an emergency. Thanks to the structured presentation of information, it is possible to understand the relationships between physical, technical, organizational and human factors more deeply. Prospects for further research include the substantiation and development of theoretical and methodological foundations of complex ontological security models that cover all aspects of securing educational institutions (physical and information security, psychological comfort, legal aspects, and response to crisis situations).

Health and Safety PedagogyVol. 10(1)
Openalex Percentile: Top 90%
Ukrainian Legal and Forensic Studies
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