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Ontology-based Approach for Simulation Model Validation

Student: Churin Denis

Supervisor: Elena Zamyatina

Faculty: Faculty of Economics, Management, and Business Informatics

Educational Programme: Information Analytics in Enterprise Management (Master)

Year of Graduation: 2020

The aim of this work is to study and apply the ontological approach to the validation of simulation models. The process of verification and validation of simulation models is the object of research. The subject of research is an approach to the validation of simulation models based on the use of ontologies. The first chapter of the work is devoted to the study of verification methods and validation of simulation models. The second chapter provides an overview of modern simulation tools and the rationale for choosing a modeling system. The third chapter describes the process of designing and building a simulation model using the TriadNS simulation system. The fourth and final chapter describes the process of constructing ontologies of structures and events of simulation and conceptual models, as well as the calculation of the measure of proximity of ontologies according to the method of Ngom and Ka-mara-Sangar. The final qualification work includes 4 chapters, 27 figures, 1 table, 3 appendices and 61 bibliographic sources. Volume of work: 93 pages.

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