Research Approach Design for Application of Process Mining Techniques in Discrete Event Simulation

2024 IEEE 65th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS 2024): Proceedings 2024
Irīna Šitova, Jeļena Pečerska

The research is carried out in the area of process mining techniques’ application in discrete event simulation (DES). Process mining techniques are used to discover, monitor, and improve processes using real event log data. While DES mimics the operation of a real system. Both process mining and DES use or generate event data, accordingly, could work together to achieve their common goal of improving processes. Process mining techniques both can help gain new insights in the beginning of simulation experiment for input data analysis and in the end for output data analysis. The goal of this paper to define research approach for application of process mining techniques in discrete event simulation through systematic literature review.

Keywords
process mining, discrete event simulation, literature review, research approach design
DOI
10.1109/ITMS64072.2024.10741928
Hyperlink
https://ieeexplore.ieee.org/document/10741928

Šitova, I., Pečerska, J. Research Approach Design for Application of Process Mining Techniques in Discrete Event Simulation. In: 2024 IEEE 65th International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS 2024): Proceedings, Latvia, Riga, 3-4 October, 2024. Piscataway: IEEE, 2024, pp.1-5. ISBN 979-8-3315-3384-7. e-ISBN 979-8-3315-3383-0. ISSN 2771-6953. e-ISSN 2771-6937. Available from: doi:10.1109/ITMS64072.2024.10741928

Publication language
English (en)