Designing a system of geological and economic assessment of prospects of subsurface areas based on the ontology of the subject area and the use of fuzzy logic methods
https://doi.org/10.46554/1993-0453-2023-1-219-38-45
Abstract
Currently, the task of using automated information systems to assess the economic efficiency of subsurface areas is becoming very relevant. This is due to the increasing role of expert information and analytical systems in the structure of software products used in the process of analyzing the results of geological exploration and determining new priorities in the research of mineral resources of solid minerals and groundwater for the needs of the regional economy. The decrease in the number of geologists in this field leads to the need to design a system of geological and economic assessment of the prospects of subsurface areas based on an ontological approach. The application of ontology is designed to reproduce the chain of decision-making by an expert specialist, but in a new view based on associative relationships and empirical rules. In this paper, an attempt is made to build a model of geological and economic assessment based on an ontological approach for the subsequent design of a decision support system using fuzzy logic methods. The research object is the application of the ontological approach and fuzzy logic methods to the analysis. The purpose of this work is to design a system of geological and economic assessment of the prospects of subsurface areas based on the ontology of the subject area and the use of fuzzy logic methods. As a result, a system of geological and economic indicators for assessing the prospects of subsurface areas was developed.
About the Authors
V. S. DadykinRussian Federation
Valery S. Dadykin – Doctor of Economics, Associate Professor, Dean of the Faculty of Industrial and Digital Economics, Professor of the Department "Digital Economy"
Bryansk
O. V. Dadykina
Russian Federation
Olga V. Dadykina – Candidate of Economic Sciences, Associate Professor, Associate Professor of the Department "Digital Economy"
Bryansk
N. V. Odinochenkova
Russian Federation
Natalia V. Odinochenkova – Doctor of Economics, Associate Professor, Professor
Bryansk
S. S. Stukanova
Russian Federation
Sofya S. Stukanova – Doctor of Economics, Associate Professor, Professor of the Department of Economics, Management and Finance
Moscow
References
1. Zhong J., Aydina A., Mcguinness D. Ontology of fractures // Journal of Structural Geology. 2009. No. 31. Pp. 251–259. doi:10.1016/j.jsg.2009.01.008.
2. Geological and economic zoning in the management of the subsoil fund and the exploration industry / R.R. Nogovitsyn, O.N. Fedonin, V.S. Dadykin, V.M. Skantsev. Bryansk : New project, 2018. 304 р.
3. The geocore ontology: A core ontology for general use in Geology / L. Garcia, M. Abel, M. Perrin, R. Alvarengarenata // Computers & Geosciences. 2019. No. 135. doi:10.1016/j.cageo.2019.104387.
4. Guarino N., Welty C. Evaluating ontological decisions with ontoclean // Communications of the ACM. 2002. No. 45. Pp. 61–65.
5. Dadykin V.S., Dadykina O.V. Reduction of reproduction of the mineral resource base as a threat to economic security // Socio-economic and humanitarian research: problems, trends and prospects of development : materials of the International Scientific and Practical Conference, Bryansk, Apr. 27-28, 2016. Bryansk : Bryansk State Agrarian University, 2016. Рр. 24–27.
Review
For citations:
Dadykin V.S., Dadykina O.V., Odinochenkova N.V., Stukanova S.S. Designing a system of geological and economic assessment of prospects of subsurface areas based on the ontology of the subject area and the use of fuzzy logic methods. Vestnik of Samara State University of Economics. 2023;(1):38-45. (In Russ.) https://doi.org/10.46554/1993-0453-2023-1-219-38-45