Sandra Zilker
Research Areas
- Process Mining
- Process Prediction (with Machine Learning)
Teaching
- Internet of Things and Industrial Services Seminar
- Seminar Wirtschaftsinformatik
- Forschungsmethodisches Seminar
CV
Work Experience
| Since 10/2018 |
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
Researcher | Chair Digital Industrial Service Systems |
| 11/2016 – 09/2018 |
comma, GmbH & Co. KG
Merchandise Planner & Allocator |
| 08/2013 – 11/2013 | Glossybox; Beauty Trend GmbH
Intern | Operations/ Logistik |
| 03/2011 – 09/2014 | Lehrstuhl Prof. Thome, Julius-Maximilians-Universität Würzburg
Student Assistant |
Education
| Since 10/2018 | Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
PhD candidate | Information Systems |
| 05/2014 – 07/2016 | Julius-Maximilians-Universität Würzburg (JMU)
Master of Science | Imformation Systems |
| 01/2014 – 05/2014 | Florida Gulf Coast University, Fort Myers, Florida (FGCU)
Auslandssemester |
| 10/2010 – 05/2014 | Julius-Maximilians-Universität Würzburg (JMU)
Bachelor of Science | Wirtschaftswissenschaften |
Research Contributions
2020
- Ochmann J., Michels L., Zilker S., Tiefenbeck V., Laumer S.:
The influence of algorithm aversion and anthropomorphic agent design on the acceptance of AI-based job recommendations
Proceedings of the 41st International Conference on Information Systems (ICIS) (Hyderabad, Indien)
In: International Conference on Information Systems (ICIS) (ed.): Proceedings of the 41st International Conference on Information Systems (ICIS) 2020 - Ochmann J., Zilker S., Laumer S.:
Job Seekers' Artificial Intelligence-related Black Box Concerns
Proceedings of the 2020 on Computers and People Research Conference (SIGMIS-CPR'20). (New York, NY, USA,)
In: Association for Computing Machinery (ed.): Proceedings of the 2020 on Computers and People Research Conference 2020
DOI: 10.1145/3378539.3393841 - Stierle M., Zilker S., Dunzer S., Tenschert J., Karagegova G.:
Design Principles for Comprehensible Process Discovery in Process Mining
In: Rowe F, Amrani RE, Limayem M, Newell S, Pouloudi N, Heck E, Quammah AE (ed.): 28th European Conference on Information Systems - Liberty, Equality, and Fraternity in a Digitizing World, ECIS 2020, Marrakech, Morocco, June 15-17, 2020 2020
URL: https://aisel.aisnet.org/ecis2020_rp/42/ - Weinzierl S., Dunzer S., Zilker S., Matzner M.:
Prescriptive Business Process Monitoring for Recommending Next Best Actions
International Conference on Business Process Management (Sevilla, 13. September 2020 - 18. September 2020)
In: Proceedings of the 18th International Conference on Business Process Management Forum 2020
DOI: 10.1007/978-3-030-58638-6_12
URL: https://link.springer.com/content/pdf/10.1007/978-3-030-58638-6_12.pdf - Weinzierl S., Stierle M., Zilker S., Matzner M.:
A next click recommender system for web-based service analytics with context-aware LSTMs
Hawaii International Conference on System Sciences (Grand Wailea, Maui, Hawaii, 7. January 2020 - 10. January 2020)
In: Proceedings of the 53rd Hawaii International Conference on System Sciences 2020
DOI: 10.24251/HICSS.2020.190
URL: http://hdl.handle.net/10125/63929 - Weinzierl S., Zilker S., Brunk J., Revoredo K., Matzner M., Becker J.:
XNAP: Making LSTM-based Next Activity Predictions Explainable by Using LRP
International Conference on Business Process Management (Sevilla, 13. September 2020 - 18. September 2020)
In: Proceedings of the 4th International Workshop on Artificial Intelligence for Business Process Management 2020
DOI: 10.1007/978-3-030-66498-5_10 - Weinzierl S., Zilker S., Stierle M., Park G., Matzner M.:
From predictive to prescriptive process monitoring: Recommending the next best actions instead of calculating the next most likely events
Internationale Tagung Wirtschaftsinformatik (Potsdam, 8. March 2020 - 11. March 2020)
In: Proceedings of the 15th International Conference on Wirtschaftsinformatik 2020
DOI: 10.30844/wi_2020_c12-weinzierl
URL: https://library.gito.de/open-access-pdf/C12_Prescriptive_process_monitoring_-_a_technique_for_determining_next_best_actions_resub.pdf


Addition information
Institute of Information Systems
School of Business, Economics and Society