Matthias Stierle

2022

• Zilker S., Marx E., Stierle M., Matzner M.:
  Process Mining for Advanced Service Analytics – From Process Efficiency to Customer Encounter and Experience
  Hawai’i 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

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/open-access-pdf/U1_Marx-Closing_the_Gap_between_Smart_Manufacturing_Applications_and_Data_Management-525_c.pdf
• 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