Ass.-Prof. Dr. Stephan Fahrenkrog-Petersen
University
Liechtenstein
Fürst-Franz-Josef-Strasse
9490 Vaduz
Liechtenstein
stephan.fahrenkrog@uni.li
2023
Doctor of Science in Computer Science, Humboldt University of Berlin
2021
Leadership Certificate, Berlin Leadership Academy
2021
Berlin Certificate for University Teaching, Berlin Center for University Teaching
2018
Master of Science in Computer Science, Humboldt University of Berlin
2015
Bachelor of Science in Computer Science, Berlin School of Economics and Law
since
2025
Assistant Professor of Information Systems and Process Science,Universität Liechtenstein
2023
2025
Research Assistant,Humboldt University of Berlin
2018
2022
Research Assistant,Humboldt University of Berlin
since
2025
Association for Information Systems (AIS)
since
2025
German Informatics Society (GI)
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Chan, V., Fahrenkrog-Peterson, S. A., & Mendlling, J. (2026). Monitoring land-centric business processes using remote sensing and satellite data. Information Systems, 141(Oct-Noc 2026).More
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Fahrenkrog-Petersen, S. A., van der Aa, H., & Weidlich, M. (2023). Optimal event log sanitization for privacy-preserving process mining. Data and Knowledge Engineering, 145.More
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Kabierski, M., Fahrenkrog-Petersen, S. A., & Weidlich, M. (2023). Hiding in the forest: Privacy-preserving process performance indicators. Information Systems, 112.More
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Fahrenkrog-Petersen, S. A., Kabierski, M., van der Aa, H., & Weidlich, M. (2023). Semantics-aware mechanisms for control-flow anonymization in process mining. Information Systems, 114.More
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Fahrenkrog-Petersen, S. A., Tax, N., Teinemaa, I., Dumas, M., de Leoni, M., Maggi, F. M., & Weidlich, M. (2022). Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowledge and Information Systems, 64, 559-587.More
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Elkoumy, G., Fahrenkrog-Petersen, S. A., Fani Sani, M., Koschmider, A., Mannhardt, F., von Voigt, S. N., Rafiei, M., & von Waldthausen, L. (2022). Privacy and Confidentiality in Process Mining: Threats and Research Challenges. ACM Transactions on Management Information Systems, 13(1), 1-17.More
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Andreswari, R., Fahrenkrog-Petersen, S. A., & Mendling, J. (2026). Fairness in Healthcare Processes: A Quantitative Analysis of Decision Making in Triage. Paper presented at the International Conference on Research Challenges in Information Science, Toulouse, France.More
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Andreswari, R., Fahrenkrog-Petersen, S. A., & Mendling, J. (2025). Fairness for Process Mining: A Systematic Literature Review. Paper presented at the Process Mining Workshops (ICPM 2025 Int. Workshops), Montevideo, Uruguay.More
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Maldonado, A., Frey, C. M., Aryasomayajula, S. A., Zellner, L., & Fahrenkrog-Petersen, S. A. (2025). SHAining on Process Mining: Explaining Event Log Characteristics Impact on Algorithms. Paper presented at the 7th International Conference on Process Mining (ICPM 2025), Montevideo, Uruguay.More
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Hillmann, P.-J., Fahrenkrog-Petersen, S. A., & Mendling, J. (2025). Cross-organizational Analysis of Parliamentary Processes: A Case Study. Paper presented at the 7th International Conference on Process Mining (ICPM 2025), Montevideo, Uruguay.More
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Kirchmann, H., Fahrenkrog-Petersen, S. A., Lu, X., & Weidlich, M. (2025). Let's simply count: Quantifying Distributional Similarity between Activities in Event Data. Paper presented at the 7th International Conference on Process Mining (ICPM 2025), Montevideo, Uruguay.More
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Basmer, M., Fahrenkrog-Petersen, S. A., Tutak, A. K., Senderovich, A., & Weidlich, M. (2025). Privacy-and-Utility-Aware Publishing of Schedules. Paper presented at the AAAI Conference on Artificial Intelligence 2025, Philadelphia, Pennsylvania, USA.More
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Chan, V., Ebert, . L., Hillmann, P.-J., Rubensson, C., Fahrenkrog-Petersen, S. A., & Mendling, J. (2025). Transforming Football Data into Object-centric Event Logs with Spatial Context Information. Paper presented at the 3rd Workshop on Object-centric processes from A to Z (OBJECTS), Sevilla, Spain.More
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Lim, J., Fahrenkrog-Petersen, S. A., Lu, X., Mendling, J., & Song, . M. (2025). The Impact of Event Data Partitioning on Privacy-aware Process Discovery. Paper presented at the BPM 2025 Responsible BPM Forum, Sevilla, Spain.More
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Fahrenkrog-Petersen, S. A., van der Aa, H., & Weidlich, M. (2024). Privacy-Aware Analysis based on Data Series. Paper presented at the 2024 IEEE 40th International Conference on Data Engineering (ICDE), Utrecht, Netherlands.More
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Moyano, C. G., Klessascheck, F., Fahrenkrog-Petersen, S. A., Bala, S., & Mendling, J. (2024). Towards Nudging in BPM: A Human-Centric Approach for Sustainable Business Processes. Paper presented at the Process Mining Workshops. ICPM 2024, Lyngby, Denmark.More
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Fahrenkrog-Petersen, S. A., Bala, S., Pufahl, L., & Mendling, J. (2024). Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes. Paper presented at the Enterprise Design, Operations, and Computing. EDOC 2024 Workshops, Vienna, Austria.More
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Fahrenkrog-Petersen, S. A. (2024). Anonymization Techniques for Privacy-preserving Process Mining (Extended Abstract). Paper presented at the 22nd International Conference on Business Process Management (BPM 2024) Demos / Resources Forum, Krakau, Polen.More
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Klessascheck, F., Fahrenkrog-Petersen, S. A., Mendling, J., & Pufahl, L. (2024). Unlocking Sustainability Compliance: Characterizing the EU Taxonomy for Business Process Management. Paper presented at the EDOC 2024 – 28th International Enterprise Distributed Object Computing Conference, Groningen, Niederlande.More
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Fahrenkrog-Petersen, S. A., Senderovich, A., Tichauer, A., Tutak, A. K., Beck, J. C., & Weidlich, M. (2023). Privacy Attacks on Schedule-Driven Data. Paper presented at the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23), Washington, DC, USA.More
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Hildebrant, R., Fahrenkrog-Petersen, S. A., Weidlich, M., & Ren, S. (2023). PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization. Paper presented at the 35th International Conference on Advanced Information Systems Engineering (CAiSE 2023), Zaragoza, Spain.More
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Kabierski, M., Fahrenkrog-Petersen, S. A., Dittmann, G., & Weidlich, M. (2022). PaPPI: Privacy-aware Process Performance Indicators. Paper presented at the Doctoral Consortium and the Tool Demonstration Track of the 4th International Conference on Process Mining, ICPM-D 2022, Bozen, Italien.More
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Rösel, F., Fahrenkrog-Petersen, S. A., van der Aa, H., & Weidlich, M. (2022). A Distance Measure for Privacy-Preserving Process Mining Based on Feature Learning. Paper presented at the BPM 2021 International Workshops, Rome, Italy.More
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Kirchmann, H., Fahrenkrog-Petersen, S. A., Kabierski, M., van der Aa, H., & Weidlich, M. (2022). Privacy-Preserving Process Mining with PM4Py. Paper presented at the Doctoral Consortium and the Tool Demonstration Track of the 4th International Conference on Process Mining, ICPM-D 2022, Bozen, Italien.More
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Kabierski, M., Fahrenkrog-Petersen, S. A., & Weidlich, M. (2021). Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms. Paper presented at the 33rd International Conference, CAiSE 2021, Melbourne, VIC, Australia.More
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Kabierski, M., Fahrenkrog-Petersen, S. A., Weidlich, M., Rösel, F., & van der Aa, H. (2021). SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. Paper presented at the 3rd International Conference on Process Mining (ICPM 2021), Eindhoven, Netherlands.More
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Elkoumy, G., Fahrenkrog-Petersen, S. A., Dumas, M., Laud, P., Pankova, A., & Weidlich, M. (2020). Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining. Paper presented at the Proceedings of 18th International Conference on Business Process Management, BPM 2020, Sevilla, Spanien.More
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von Voigt, S. N., Fahrenkrog-Petersen, S. A., Janssen, D., Koschmider, A., Tschorsch, F., Mannhardt, F., Landsiedel, O., & Weidlich, M. (2020). Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper. Paper presented at the Proceedings of 32nd International Conference, CAiSE 2020, Grenoble, France.More
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Fahrenkrog-Petersen, S. A., van der Aa, H., & Weidlich, M. (2020). PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. Paper presented at the Proceedings of BPM 2020, 18th International Conference on Business Process Management, Sevilla, Spain.More
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Elkoumy, G., Fahrenkrog-Petersen, S. A., Dumas, M., Laud, P., Pankova, A., & Weidlich, M. (2020). Secure Multi-party Computation for Inter-organizational Process Mining. Paper presented at the Proceedings of 21st International Conference, BPMDS 2020, 25th International Conference, EMMSAD 2020, Held at CAiSE 2020, Grenoble, France.More
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Bauer, M., Fahrenkrog-Petersen, S. A., Koschmider, A., Mannhardt, F., van der Aa, H., & Weidlich, M. (2019). ELPaaS: Event Log Privacy as a Service. Paper presented at the Proceedings of 17th International Conference on Business Process Management (BPM 2019), Wien, Austria.More
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Fahrenkrog- Petersen, S. A. (2019). Providing Privacy Guarantees in Process Mining. Paper presented at the 31st International Conference on Advanced Information Systems Engineering (CAiSE 2019), Rome, Italy.More
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Fahrenkrog-Petersen, S. A., & Weidlich, M. (2019). PRETSA: Event Log Sanitization for Privacy-aware Process Discovery. Paper presented at the 2019 International Conference on Process Mining (ICPM), Aachen, Germany.More
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Fahrenkrog-Petersen, S. A., & Weidlich, M. (2018). Folding Marked Generalized Stochastic Petri Nets for Time Prediction in Business Processes. Paper presented at the GI-Jahrestagung 2018 (Workshops im Rahmen der Informatik 2018 – Jahrestagung der Gesellschaft für Informatik), Berlin, Deutschland.More
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Hillmann, P.-J., Fahrenkrog-Petersen, S. A., & Mendling, J. (2026). Cross-Organizational Analysis of Parliamentary Processes: A Case Study. Presented at the 16th International Workshop on Enterprise Modeling and Information Systems Architecture (EMISA 2026), Bayreuth, Germany.More
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Kirchmann, H., Fahrenkrog-Petersen, S. A., Mannhardt, . F., & Weidlich, M. (2026). Control-flow Reconstruction Attacks on Business Process Models. Presented at the Modellierung 2026, Bayreuth, Germany.More
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Muskan, M., Fahrenkrog-Petersen, S. A., Mannhardt, F., & Van Dongen, B. (2025). Fairness-Aware Process Mining through Sequential Pattern Analysis. Presented at the 7th International Conference on Process Mining (ICPM 2025), Montevideo, Uruguay.More
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von Voigt, S. N., Fahrenkrog-Petersen, S. A., Janssen, D., Koschmider, A., Tschorsch, F., Mannhardt, F., Landsiedel, O., & Weidlich, M. (2020). Quantifying the Re-identification Risk of Event Logs for Process Mining. Presented at the EMISA Forum.More