Process Analytics


R. 504a
Hermann-Rodewald-Str. 3


13:00 to 14:00

Agnes Koschmider is a professor of information systems at the Kiel University and head of the Process Analytics group. Before she was Associate Professor at the Poznań University of Economics and Business, interim professor at the University of Cologne and Postdoctoral Researcher at the Institute of Applied Informatics and Formal Description Methods at KIT. She received her doctoral degree and venia legendi in Applied Informatics, both from KIT.

She has published over 100 research papers and articles, among others, in Data & Knowledge Engineering, Decision Support Systems, Information Systems, IEEE Transactions on Cloud Computing, ACM Transactions on Management Information Systems, Business & Information Systems Engineering and BPM Journal. Her work was awarded with the Wolfgang-Heilmann-Prize, junior fellowship of the German Informatics Society and a post-doctoral fellowship from the University of Pretoria.



Privacy and Confidentiality in Process Mining - Threats and Research Challenges
G. Elkoumy, S.A. Fahrenkrog-Petersen, M. Fani Sani, A. Koschmider, F. Mannhardt, S. Nunez von Voigt, M. Rafiei, L. von Waldthausen (2021) ACM Transactions on Management Information Systems (TMIS), accepted for publication

Demystifying Noise and Outliers in Event Logs: Review and Future Directions.
A. Koschmider, K. Kaczmarek, M. Krause, S. J. van Zelst (2021) BPM Workshop 2021, Springer, to appear

ElogQP: An Event log Quality Pointer.
T. Ziolkowski, L. Brandt, A. Koschmider (2021) ZEUS 2021: 42-45

Prozessmanagement und Process-Mining - Grundlagen. De Gruyter Studium, De Gruyter 2021
R. Laue, A. Koschmider, D. Fahland (Eds.) ISBN 978-3-11-050015-8

Blockchain and Robotic Process Automation.
A. Koschmider, S. Schulte (Eds.) Book, Springer, to appear


2020 (selected)

The Internet-of-Things Meets Business Process Management. A Manifesto.
C. Janiesch, A. Koschmider, M. Mecella and B. Weber et al.
IEEE SMC Magazine 10.1109/MSMC.2020.3003135

Event Abstraction in Process Mining - Literature Review and Taxonomy
S. J. van Zelst, F. Mannhardt, M. de Leoni, A. Koschmider
Springer: Granular Computing

Quantifying the Re-identification Risk of Event Logs for Process Mining
S. Nuñez von Voigt, S. A. Fahrenkrog-Petersen, D. Janssen, A. Koschmider, F. Tschorsch, F. Mannhardt, O. Landsiedel, M. Weidlich
Springer: Advanced Information Systems Engineering

ViePEP-C: A Container-based Elastic Process Platform
P. Waibel, C. Hochreiner, S. Schulte, A. Koschmider, J. Mendling
IEEE Transactions on Cloud Computing