Research Interests
Conformance Checking in Practice
- How can conformance checking results actually help to improve business processes?
- Can we automatically discover what leads to non-conformance?
- What is non-conformance? Is it always bad?
- Can conformance checking be applied to object-centric event logs?
- What are the underlying regulations in business processes?
Application of Algorithms to Process Mining
- Can we use algorithms from other domains for process mining?
- How can we develop or adapt algorithms such that they fit a specific process mining task?
- How can the results of these algorithms be visualised?
Publications
- Grohs, M., Pfeiffer, P. and Rehse, J.-R. (2025). Proactive conformance checking: An approach for predicting deviations in business processes. Information Systems : IS, 127, 1–18.
- Rehse, J.-R., Pufahl, L., Grohs, M. and Klein, L.-M. (2023). Process mining meets visual analytics: the case of conformance checking. In , Proceedings of the 56th Annual Hawaii International Conference on System Sciences : January 3–6, 2023 (S. 5452-5461). , University of Hawaii at Manoa: Honolulu, HI.