Forschungsgebiete
- Process Mining
- Predictive Business Process Monitoring
Lehre
- Process Analytics (Master)
- Projektseminar (Bachelor und Master)
- TS410 – Integrated Business Processes in SAP S/4HANA
CV
Berufserfahrung
| Seit 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Wissenschaftliche Mitarbeiterin | Lehrstuhl für Digital Industrial Service Systems |
| 11/2021 – 10/2022 | Siemens AG Werkstudentin und Masterarbeit | Digital Industries, Logistics und Analytics Lab & AI |
| 11/2021 – 10/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Studentische Hilfskraft | Lehrstuhl für Digital Industrial Service Systems |
| 04/2019 – 12/2019 | Apollo-Optik Holding GmbH & Co. KG Werkstudentin | IT Governance & Consulting |
| 03/2018 – 09/2018 | Adidas AG
Praktikantin | Global Workplaces, IWMS
|
| 06/2017 – 08/2017 | Rödl & Partner GmbH Praktikantin | Transaction & Valuation Services |
| 02/2016 – 07/2016 | Hotels & More Ltd (Teil der Tour Partner Group), London, UK Praktikantin | Product & Sales |
Ausbildung
| Seit 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Doktorandin | Information Systems |
| 10/2019 – 11/2022 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU) Master of Science | International Information Systems |
| 09/2016 – 05/2017 | ICN Business School, Nancy, Frankreich Bachelor of Business Administration | International Management |
| 09/2014 – 09/2019 | Technische Hochschule Nürnberg Georg Simon Ohm Bachelor of Arts | International Business |
Publikationen
2025
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From source to target: Leveraging transfer learning for predictive process monitoring in organizations (Forthcoming)
In: Business & Information Systems Engineering (2025)
ISSN: 1867-0202
BibTeX: Download
2025
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Event Log Construction from Multimodel Data - A Reference Architecture for Exploiting Process Mining in IT Service Management
European Conference on Information Systems (Amman, Jordan)
In: Proceedings of the 33rd European Conference on Information Systems 2025
DOI: https://open.fau.de/handle/openfau/36267
URL: https://aisel.aisnet.org/ecis2025/bus_analytics/bus_analytics/5
BibTeX: Download
2024
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Conceptualizing Business Process Violations
PLC—Processes, Laws, and Compliance workshop at the International Conference on Process Mining (ICPM) 2024 (Lyngby, 14. Oktober 2024 - 14. Oktober 2024)
In: CEUR Workshop Proceedings 2024
Open Access: https://ceur-ws.org/Vol-3850/paper1.pdf
BibTeX: Download - , , , , :
Transfer Learning for Predictive Process Monitoring
European Conference on Information Systems (Paphos, Cyprus)
In: Proceedings of the 32nd European Conference on Information Systems 2024
BibTeX: Download - , , , , :
Predicting Customer Satisfaction in Service Processes Using Multilingual Large Language Models
Hawaii International Conference on System Sciences (Waikiki, Honolulu, Hawaii)
In: Proceedings of the 57th Hawaii International Conference on System Sciences 2024
BibTeX: Download
2024
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Recent Advances in Data-Driven Business Process Management
(2024)
Open Access: https://arxiv.org/abs/2406.01786
URL: https://arxiv.org/abs/2406.01786
BibTeX: Download
(online publication)