• Skip navigation
  • Skip to navigation
  • Skip to the bottom
Simulate organization breadcrumb open Simulate organization breadcrumb close
Friedrich-Alexander-Universität Chair of Digital Industrial Service Systems WISO
  • FAUTo the central FAU website
  1. Friedrich-Alexander-Universität
  2. School of Business, Economics and Society
  • Deutsch
  • Process Mining Software Comparison
  1. Friedrich-Alexander-Universität
  2. School of Business, Economics and Society
Friedrich-Alexander-Universität Chair of Digital Industrial Service Systems WISO
Navigation Navigation close
  • Home
  • Teaching
  • Research
  • Practice
  • Team
  • How To Find Us
  • Open Positions
  1. Home
  2. Team
  3. Matthias Stierle

Matthias Stierle

In page navigation: Team
  • Dr. Emanuel Marx
  • Dr. Sven Weinzierl
  • Matthias Stierle
  • Open Positions
  • Sandra Zilker
  • Sebastian Dunzer
  • Tobias Pauli
  • Willi Tang
  • Prof. Dr. Martin Matzner

Matthias Stierle

Dr. Matthias Stierle

Research Areas

  • Business Process Management
  • Process Mining
  • Machine Learning
  • Robotic Process Automation

Teaching

  • Process Analytics (Lecture, Masters)
  • Process Mining for Auditing (Seminar, Masters)
  • Internet of Things and Industrial Services (Seminar, Masters)
  • TS410 – Integrated Business Processes in SAP S/4HANA (Training)
  • IT-Based Process Automation 

CV

Work Experience

Since 02/2022 DataLane

Innovation Manager

05/2017 – 12/2021 Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)

Researcher | Chair of Digital Industrial Service Systems

12/2013 – 12/2016 Celonis SE

Data Scientist | Solution Engineering

01/2012 – 08/2012 Allianz Global Corporate and Specialty AG (AGCS)

IT Project Management Assistant | Global IT Process Transformation

09/2011 – 12/2011 Allianz Global Corporate and Specialty AG (AGCS)

Intern | Global IT Process Transformation

08/2009 – 10/2009 Tognum AG

Intern | HR IT

Education

05/2017 – 06/2021 Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)

Dr. rer. pol. | Information Systems

10/2012 – 01/2015 Technische Universität München (TUM)

Master of Science | Information Systems

10/2008 – 08/2011 Karlsruher Institut für Technologie (KIT)

Bachelor of Science | Business Engineering

Research Contributions

Publications

2022

  • Zilker S., Marx E., Stierle M., Matzner M.:
    Process Mining for Advanced Service Analytics – From Process Efficiency to Customer Encounter and Experience
    Hawaii International Conference on System Sciences (Maui, Hawaii, 4. January 2022 - 7. January 2022)
    In: Proceedings of the 55th Hawaii International Conference on System Sciences 2022
    DOI: 10.24251/HICSS.2022.239
    URL: http://hdl.handle.net/10125/79571

2021

  • Beverungen D., Buijs JCAM., Becker J., Di Ciccio C., van der Aalst WMP., Bartelheimer C., vom Brocke J., Comuzzi M., Kraume K., Leopold H., Matzner M., Mendling J., Ogonek N., Post T., Resinas M., Revoredo K., del-Río-Ortega A., La Rosa M., Santoro F., Solti A., Song M., Stein A., Stierle M., Wolf V.:
    Seven Paradoxes of Business Process Management in a Hyper-Connected World
    In: Business & Information Systems Engineering 63 (2021), p. 145–156
    ISSN: 1867-0202
    DOI: 10.1007/s12599-020-00646-z
  • Brunk J., Stierle M., Papke L., Revoredo K., Matzner M., Becker J.:
    Cause vs. effect in context-sensitive prediction of business process instances
    In: Information Systems 95 (2021), p. 101635
    ISSN: 0306-4379
    DOI: 10.1016/j.is.2020.101635
    URL: https://www.sciencedirect.com/science/article/abs/pii/S0306437920301046
  • Stierle M., Brunk J., Weinzierl S., Zilker S., Matzner M., Becker J.:
    Bringing Light Into the Darkness - A Systematic Literature Review on Explainable Predictive Business Process Monitoring Techniques
    European Conference on Information Systems (Marrakesch)
    In: Proceedings of the 29th European Conference on Information Systems 2021
  • Stierle M., Weinzierl S., Harl M., Matzner M.:
    A technique for determining relevance scores of process activities using graph-based neural networks
    In: Decision Support Systems 144 (2021), Article No.: 113511
    ISSN: 0167-9236
    DOI: 10.1016/j.dss.2021.113511
    URL: http://www.sciencedirect.com/science/article/pii/S016792362100021X

2020

  • Baier S., Dunzer S., Fettke P., Houy C., Matzner M., Pfeiffer P., Rehse JR., Scheid M., Stephan S., Stierle M., Willems B.:
    The MobIS-Challenge 2019 - A Report on the WI-2019-Workshop on Model-Based Compliance in Information Systems
    In: Enterprise Modelling and Information Systems Architectures - International Journal of Conceptual Modeling 15 (2020)
    ISSN: 1866-3621
    DOI: 10.18417/EMISA.15.5
    URL: https://emisa-journal.org/emisa/article/view/247
  • Harl M., Weinzierl S., Stierle M., Matzner M.:
    Explainable Predictive Business Process Monitoring Using Gated Graph Neural Networks
    In: Journal of Decision Systems (2020), p. 1-16
    ISSN: 1246-0125
    DOI: 10.1080/12460125.2020.1780780
  • Hindel J., Cabrera Pérez L., Stierle M.:
    Robotic Process Automation: Hype or Hope?
    In: Proceedings of the 15th International Conference on Wirtschaftsinformatik 2020
    DOI: 10.30844/wi_2020_r6-hindel
    URL: https://library.gito.de/oa_wi2020-r6.html
  • Marx E., Stierle M., Weinzierl S., Matzner M.:
    Closing the Gap between Smart Manufacturing Applications and Data Management
    International Conference on Wirtschaftsinformatik (WI) (Potsdam, 9. March 2020 - 11. March 2020)
    In: Proceedings of the 15th International Conference on Wirtschaftsinformatik (WI) 2020
    DOI: 10.30844/wi_2020_u1-marx
    URL: https://library.gito.de/2021/07/wi2020-community-tracks-9/
  • Stierle M., Matzner M.:
    Customer Service - Device Repair Process (sp2020)
    (2020)
    DOI: 10.5281/zenodo.3928487
    (anderer)
  • 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/
  • Viner D., Stierle M., Matzner M.:
    A Process Mining Software Comparison
    2nd International Conference on Process Mining (ICPM) (Padua, 4. October 2020 - 9. October 2020)
    In: Proceedings of the ICPM Doctoral Consortium and Tool Demonstration Track 2020 co-located with the 2nd International Conference on Process Mining (ICPM} 2020) 2020
    URL: http://ceur-ws.org/Vol-2703/paperTD1.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., 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
  • Wellmann C., Stierle M., Dunzer S., Matzner M.:
    A Framework to Evaluate the Viability of Robotic Process Automation for Business Process Activities
    BPM2020
    In: Asatiani A, García JM, Helander N, Jiménez-Ramírez A, Koschmider A, Mendling J, Meroni G, Reijers HA (ed.): Business Process Management: Blockchain and Robotic Process Automation Forum, Cham: 2020
    DOI: 10.1007/978-3-030-58779-6_14
    URL: https://link.springer.com/content/pdf/10.1007/978-3-030-58779-6_14.pdf

2019

  • Dunzer S., Stierle M., Matzner M., Baier S.:
    Conformance checking: A state-of-the-art literature review
    S-BPM ONE 2019 (Seville, Spain, 26. June 2019 - 28. June 2019)
    In: Proceedings of the 11th International Conference on Subject-Oriented Business Process Management, S-BPM ONE 2019 2019
    DOI: 10.1145/3329007.3329014
    URL: https://dl.acm.org/citation.cfm?id=3329014
  • Nakladal J., Geyer-Klingeberg J., Stierle M., Matzner M.:
    From Technical Product Training to Sustainable Education for Students — A Strategic Alliance Approach to Applied MOOCs
    EMOOCs 2019 (Naples, 20. May 2019 - 22. May 2019)
    In: Proceedings of Work in Progress Papers of the Research, Experience and Business Tracks at EMOOCs 2019 2019
    URL: http://ceur-ws.org/Vol-2356/business_short4.pdf

2018

  • Brunk J., Revoredo K., Stierle M., Matzner M., Delfmann P., Becker J.:
    Prediction of business process instances with dynamic Bayesian networks
    8th International Symposium on Data-Driven Process Discovery and Analysis, SIMPDA 2018 (Sevilla)
    In: Paolo Ceravolo and López M. Teresa Gómez and Keulen Maurice Van (ed.): Proceedings of the 8th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2018) 2018
    URL: http://ceur-ws.org/Vol-2270/short1.pdf
FAU Erlangen-Nürnberg
Chair of Digital Industrial Service Systems

Fürther Str. 248
90429 Nürnberg
  • Intranet
  • Login
  • Imprint
  • Privacy
  • Accessibility
Up