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Brito e Abreu, F. (2022). Mining and Simulation for Process-Aware Information Systems. 34th International Conference on Advanced Information Systems Engineering (CAiSE’2022).

F. M. Abreu,  "Mining and Simulation for Process-Aware Information Systems", in 34th Int. Conf. on Advanced Information Systems Engineering (CAiSE’2022), Leuven, 2022

@misc{abreu2022_1714970768233,
	author = "Brito e Abreu, F.",
	title = "Mining and Simulation for Process-Aware Information Systems",
	year = "2022",
	howpublished = "Digital",
	url = "https://caise22.ugent.be/event/tutorial-3-mining-and-simulation-for-process-aware-information-systems/"
}

TY  - CPAPER
TI  - Mining and Simulation for Process-Aware Information Systems
T2  - 34th International Conference on Advanced Information Systems Engineering (CAiSE’2022)
AU  - Brito e Abreu, F.
PY  - 2022
CY  - Leuven
UR  - https://caise22.ugent.be/event/tutorial-3-mining-and-simulation-for-process-aware-information-systems/
AB  - The overall goal of this tutorial is to show how process mining and simulation techniques can be used to optimize resource assignment in process-aware information systems and outline the resulting service level. A meta-process of the proposed approach will serve as a backbone for the presentation, which will go through the following questions:
◦ How can we use process mining to discover the “as is” process model when we don’t have one?
◦ What are the parameters required for running a simulation?
◦ How can we reverse engineer the actual values of those parameters for the “as is” scenario?
◦ What are the outputs of a process simulation and how can they be interpreted?
◦ How can we define a process execution optimization function?
◦ Which simulation scenarios should we consider in the quest for process optimization?
◦ How can we express a service level agreement (SLA) based on the optimized simulation scenario?
ER  -