TY - JOUR A1 - Smalei, Uladzimir A1 - Kecht, Christoph A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian T1 - Process Improvement Copilot: Bridging the Gap between Process Inefficiencies and Process Improvement Ideas JF - Process Science KW - business process management KW - business process improvement KW - process mining KW - generative artificial intelligence KW - retrieval-augmented generation Y1 - 2026 U6 - https://doi.org/10.1007/s44311-025-00028-2 SN - 2948-2178 VL - 3 IS - 2026,1 PB - Springer Science and Business Media LLC ER - TY - JOUR A1 - Kourani, Humam A1 - Berti, Alessandro A1 - Hennrich, Jasmin A1 - Kratsch, Wolfgang A1 - Weidlich, Robin A1 - Li, Chiao-Yun A1 - Arslan, Ahmad A1 - van der Aalst, Wil M. P. A1 - Schuster, Daniel T1 - Leveraging Large Language Models for Enhanced Process Model Comprehension JF - Decision Support Systems KW - process model comprehension KW - business process management KW - large language models KW - generative AI Y1 - 2025 U6 - https://doi.org/10.1016/j.dss.2025.114563 SN - 0167-9236 SN - 1873-5797 VL - 200 IS - 2026, January PB - Elsevier ER - TY - JOUR A1 - Egger, Andreas A1 - Fehrer, Tobias A1 - Kratsch, Wolfgang A1 - Wördehoff, Niklas A1 - König, Fabian A1 - Röglinger, Maximilian T1 - Refining the Process Picture: Unstructured Data in Object-Centric Process Mining JF - Information Systems KW - object-centric process mining KW - unstructured data KW - reference architecture KW - design science research KW - business process management Y1 - 2025 U6 - https://doi.org/10.1016/j.is.2025.102582 SN - 0306-4379 VL - 134 IS - 2025, October-November PB - Elsevier ER - TY - CHAP A1 - Buss, Alina A1 - Kratsch, Wolfgang A1 - Schmid, Sebastian Johannes A1 - Wang, Hongyang ED - Gdowska, Katarzyna ED - Gómez-López, María Teresa ED - Rehse, Jana-Rebecca T1 - ProcessLLM: A Large Language Model Specialized in the Interpretation, Analysis, and Optimization of Business Processes T2 - Business Process Management Workshops: BPM 2024 International Workshops Krakow, Poland, September 1–6, 2024, Revised Selected Papers KW - business process management KW - large language models KW - generative artificial intelligence KW - natural language processing Y1 - 2025 SN - 978-3-031-78665-5 U6 - https://doi.org/10.1007/978-3-031-78666-2_17 SN - 1865-1348 IS - (Lecture Notes in Business Information Processing;534) SP - 221 EP - 232 PB - Springer CY - Cham ER - TY - INPR A1 - Kourani, Humam A1 - Berti, Alessandro A1 - Henrich, Jasmin A1 - Kratsch, Wolfgang A1 - Weidlich, Robin A1 - Li, Chiao-Yun A1 - Arslan, Ahmad A1 - Schuster, Daniel A1 - van der Aalst, Wil M.P. T1 - Leveraging Large Language Models for Enhanced Process Model Comprehension T2 - arxiv.org KW - process model comprehension KW - business process management KW - Large Language Models KW - Generative AI Y1 - 2024 U6 - https://doi.org/10.48550/arXiv.2408.08892 N1 - submitted to Decision Support Systems ER - TY - JOUR A1 - Egger, Andreas A1 - ter Hofstede, Arthur H.M. A1 - Kratsch, Wolfgang A1 - Leemans, Sander J.J. A1 - Röglinger, Maximilian A1 - Wynn, Moe T. T1 - Bot Log Mining: An Approach to the Integrated Analysis of Robotic Process Automation and Process Mining JF - Information Systems KW - robotic process automation KW - process mining KW - business process management KW - design science research Y1 - 2024 U6 - https://doi.org/10.1016/j.is.2024.102431 SN - 0306-4379 IS - 2024,126 ER - TY - JOUR A1 - Chvirova, Diana A1 - Egger, Andreas A1 - Fehrer, Tobias A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian A1 - Wittmann, Jakob A1 - Wördehoff, Niklas T1 - A Multimedia Dataset for Object-Centric Business Process Mining in IT Asset Management JF - Data in Brief KW - process mining KW - video mining KW - business process management KW - object-centric event log Y1 - 2024 U6 - https://doi.org/10.1016/j.dib.2024.110716 SN - 2352-3409 VL - 55 IS - August 2024 ER - TY - CHAP A1 - Egger, Andreas A1 - ter Hofstede, Arthur H. M. A1 - Kratsch, Wolfgang A1 - Leemans, Sander J. J. A1 - Röglinger, Maximilian A1 - Wynn, Moe Thandar ED - Dobbie, Gillian ED - Frank, Ulrich ED - Kappel, Gerti ED - Liddle, Stephen W. ED - Mayr, Heinrich C. T1 - Bot Log Mining: Using Logs from Robotic Process Automation for Process Mining T2 - Conceptual Modeling: 39th International Conference, ER 2020 KW - robotic process automation KW - process mining KW - business process management Y1 - 2020 SN - 978-3-030-62521-4 U6 - https://doi.org/10.1007/978-3-030-62522-1_4 SN - 0302-9743 IS - LNCS 12400 SP - 51 EP - 61 PB - Springer CY - Cham ER - TY - JOUR A1 - Kratsch, Wolfgang A1 - Manderscheid, Jonas A1 - Reißner, Daniel A1 - Röglinger, Maximilian T1 - Data-Driven Process Prioritization in Process Networks JF - Decision support systems : DSS KW - business process management KW - process prioritization KW - process improvement KW - business process architecture KW - process logs Y1 - 2017 U6 - https://doi.org/10.1016/j.dss.2017.02.011 SN - 1873-5797 VL - 100 IS - 2017, August SP - 27 EP - 40 ER - TY - JOUR A1 - Kratsch, Wolfgang A1 - Manderscheid, Jonas A1 - Röglinger, Maximilian A1 - Seyfried, Johannes T1 - Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction JF - Business & information systems engineering KW - predictive process monitoring KW - business process management KW - outcome prediction KW - deep learning KW - machine learning Y1 - 2020 U6 - https://doi.org/10.1007/s12599-020-00645-0 SN - 1867-0202 VL - 63 IS - 2021,3 SP - 261 EP - 276 ER - TY - CHAP A1 - Röglinger, Maximilian A1 - van Dun, Christopher A1 - Fehrer, Tobias A1 - Fischer, Dominik A. A1 - Moder, Linda A1 - Kratsch, Wolfgang ED - Beerepoot, Iris ED - Di Ciccio, Claudio ED - Marrella, Andrea ED - Reijers, Hajo A. ED - Rinderle-Ma, Stefanie ED - Weber, Barbara T1 - Automated Process (Re-)Design T2 - Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) KW - business process management Y1 - 2021 U6 - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:0074-2938-7 UR - https://ceur-ws.org/Vol-2938/paper-PROBLEMS-28.pdf SN - 1613-0073 SP - 28 EP - 33 ER - TY - JOUR A1 - Beerepoot, Iris A1 - Di Ciccio, Claudio A1 - Reijers, Hajo A. A1 - Kratsch, Wolfgang T1 - The Biggest Business Process Management Problems to Solve before We Die JF - Computers in industry : an international, application oriented research journal KW - business process management KW - grand challenges KW - process mining KW - business process redesign KW - digital twins KW - process modeling Y1 - 2023 U6 - https://doi.org/10.1016/j.compind.2022.103837 SN - 0166-3615 VL - 146 IS - April 2023 ER -