Ass.-Prof. Dr. Stephan Fahrenkrog-Petersen
Universität
Liechtenstein
Fürst-Franz-Josef-Strasse
9490 Vaduz
Liechtenstein
stephan.fahrenkrog@uni.li
2023
Dr. rer. nat. In Informatik an der Humboldt-Universität zu Berlin
2021
Leadership Zertifikat der Berlin Leadership Academy
2021
Berliner Zertifikat für Hochschullehre des Berliner Zentrum für Hochschullehre
2018
Master of Science in Informatik an der Humboldt-Universität zu Berlin
2015
Bachelor of Science in Informatik an der Hochschule für Wirtschaft und Recht Berlin
seit
2025
Assistenzprofessor für Information Systems und Process Science,Universität Liechtenstein
2023
2025
Forschungsgruppenleiter,Weizenbaum-Institut in Berlin
2018
2022
Wissenschaftlicher Mitarbeiter,Humboldt-Universität zu Berlin
seit
2025
Association for Information Systems (AIS)
seit
2025
Gesellschaft für Informatik (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).Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere
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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.Weitere