Ontologies in digital management
https://doi.org/10.26425/2658-3445-2025-8-3-63-73
Abstract
The subject of this article is a new type of ontologies that can be used in digital management. The purpose of the study is to analyze the general application of ontologies and propose a new type of ontologies for use in digital management. This ontology is an information ontology. The research methodology includes a taxonomy of ontologies, a comparative analysis and justification for the introduction of a new type of ontologies - information ontologies. The scope of the research is modern information and intelligent management, including the field of digital management. The research methodology is based on modern trends in the digital transformation of management and the need to move to intelligent management. The basic foundation for constructing information ontologies are information relations in the information field and information modeling. The research methodology is also based on heuristic methods for constructing ontologies. The prospects for the research should be considered the development of the provisions of the article in the field of intelligent management and unmanned control. Currently, ontology can be used as an auxiliary technology for obtaining knowledge in management problems. So far, the use of ontologies in the field of management can be considered a type of decision support technology. In the future, in light of the development of the paper, the application of ontologies in the field of control will be the main technology, especially in the field of unmanned aerial and ground transport control.
About the Author
V. Ya. TsvetkovRussian Federation
Viktor Ya. Tsvetkov - Dr. Sci. (Engr.), Deputy Director of the Institute of Law
Moscow
References
1. Dubchak I.A. The complex space of the digital railway. The world of transport. 2024;22(3):22–26. (In Russian).
2. Zemskov V.V. Problems of development of breakthrough technologies affecting economic security. Economic security. 2024;6(7):1429–1445. (In Russian).
3. Inozemtsev M.I., Nektov A.V. Foreign dissertations on digital law: statistical and bibliographic review. Digital law. 2023;4(1):28–63. (In Russian).
4. Kudzh S.A., Kurdyukov N.S. Transport ontologies. The world of transport. 2024;22(3):6–11. (In Russian).
5. Kurdyukov N.S. Streaming ontologies. The Slavic Forum. 2024;3(45):84–94. (In Russian).
6. Levin B.A., Tsvetkov V.Ya. Digital railway: principles and technologies. The world of transport. 2018;3(16):50–61. (In Russian).
7. Lyubivaya L.S. Improving the technology of accounting for the deformation of cartographic material used for digitalization. Interexpo Geo-Siberia. 2012;4:197–199. (In Russian).
8. Myasnikov N.D. Innovative outsourcing as a promising management tool for Russian business. In: Science and Art of Management. Moscow: Bulletin of the Institute of Economics, Management and Law of the Russian State University for the Humanities; 2025. P. 49. (In Russian).
9. Nesterov E.A., Tsvetkov V.Ya. Information and communication risks of digital development. Transport law and security. 2023;2(46):58–65. (In Russian).
10. Nesterov E.A., Tsvetkov V.Ya. Ontologies in transport law. Transport law and security. 2024;4(52):172–180. (In Russian).
11. Okhotnikov A.L., Tsvetkov V.Ya. Information system of technical vision. Automation, communications, computer science. 2025;1:23–26. (In Russian).
12. Ponkin I.V., Redkina A.I. On the concept and ontology of digital rights. Perm Law Almanac. 2021;4:340–351. (In Russian).
13. Rosenberg I.N., Tsvetkov V.Ya. Application of ontologies in transport management. Automation, communications, computer science. 2024;12:12–14. (In Russian).
14. Stoeva D.R. Management in spatial economics. In: Evolutionary processes of information technology: materials from the 9th International Scientific and Technical Conference. Moscow; 2024. Pp. 395–406. (In Russian).
15. Khablieva S.R. The use of virtual and augmented reality in the educational process. The world of science, culture, and education. 2024;6(109):316–318. (In Russian).
16. Tsvetkov V.Ya. Management using cyber-physical systems. Perspectives of science and education. 2017;3(27):55–60. (In Russian).
17. Tsvetkov V.Ya., Kurdyukov N.S. Spatial ontologies. Information and Space. 2024;3:98–101. (In Russian).
18. Shannon K. Mathematical theory of communication. 1948. (In Russian).
19. Alexander J.H. Knowledge Level Engineering Ontological Analysis. AAAI; 1986. Pp. 963–968.
20. Benatiya Andaloussi M. et al. Corporate Digital Transformation: A Comprehensive Definition and Conceptual Framework for Enhancing Business Performance/ Journal of Information Technology Management. 2025;17:79–100.
21. Brown A.W., Thompson M.P.A., Fishenden J. Digitizing government: Understanding and implementing new digital business models. 2014.
22. Chen S. et al. Digital mapping of GlobalSoilMap soil properties at a broad scale: A review. Geoderma. 2022;409:115567.
23. Cocchiarella N.B. Conceptual Realism as a Formal Ontology. In: Poli R., Simons P. (eds.). Formal Ontology. Nijhoff International Philosophy Series; 1996.
24. Tapscott D. The Digital Economy. Promise and Peril In The Age of Networked Intelligence.n McGraw-Hill Published; 1994. 368 p.
25. Fitzgerald M., Kruschwitz N., Bonnet D., Welch M. Embracing digital technology: A new strategic imperative. MIT Sloan Management Review. 2014;55(2).
26. Goclenius R. Lexicon philosophicum quo tanquam clave philosophiae fores aperiuntur. G. Olms; 1964.
27. Gruber T.R. Toward Principles for the Design of Ontologies. 1993.
28. Hathcoat J.D., Meixner C., Nicholas M.C. Ontology and epistemology. In: Handbook of research methods in health social sciences. Springer; 2019. Pp. 99–116.
29. Lorhard J. Diagraph of Metaphysic or Ontology. 2008
30. Deshko P., Kryazhenkov D.G., Cheharin E.E. Virtual Technologies. Modeling of Artificial Intelligence. 2016;1(9):33–43.
31. Jin L. et al. Big data, machine learning, and digital twin assisted additive manufacturing: A review. Materials & Design. 2024;244:113086.
32. Linder W. Digital photogrammetry. Berlin: Springer; 2009.
33. Malpas J., Davidson D. The Stanford Encyclopedia of Philosophy. Edward N. Zalta; 2024.
34. Piccinini E., Gregory R.W., Kolbe L.M. Changes in the producer-consumer relationship-towards digital transformation. 2015.
35. Priyono A., Hidayat A. Fostering innovation through learning from digital business ecosystem: A dynamic capability perspective. Journal of Open Innovation: Technology, Market, and Complexity. 2024;1(10):100196.
36. Tao F., Zhang H., Zhang C. Advancements and challenges of digital twins in industry. Nature Computational Science. 2024l;2(4):169–177.
37. Westerman G., Bonnet D., McAfee A. Leading digital: Turning technology into business transformation. Harvard Business Press; 2014.
38. Zhao H.W. et al. Digital modeling approach of distributional mapping from structural temperature field to temperature-induced strain field for bridges. Journal of Civil Structural Health Monitoring. 2023;1(13):251–267.
Review
For citations:
Tsvetkov V.Ya. Ontologies in digital management. E-Management. 2025;8(3):63-73. (In Russ.) https://doi.org/10.26425/2658-3445-2025-8-3-63-73