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 - Wördehoff, Niklas A1 - Egger, Andreas A1 - Kratsch, Wolfgang A1 - König, Fabian A1 - Röglinger, Maximilian T1 - Beyond Assumptions: A Reference Architecture to Enable Unsupervised Process Discovery from Video Data JF - Decision Support Systems KW - process mining KW - video data KW - unstructured data KW - computer vision KW - unsupervised learning KW - reference architecture Y1 - 2025 U6 - https://doi.org/10.1016/j.dss.2025.114544 SN - 0167-9236 VL - 199 IS - 2025, December PB - Elsevier ER - TY - JOUR A1 - Fischer, Dominik A. A1 - Marcus, Laura A1 - Röglinger, Maximilian T1 - A Portfolio Management Method for Process Mining-Enabled Business Process Improvement Projects JF - Business & Information Systems Engineering KW - process mining KW - business process improvement KW - project selection KW - portfolio management Y1 - 2024 U6 - https://doi.org/10.1007/s12599-024-00906-2 SN - 2363-7005 PB - Springer ER - TY - CHAP A1 - Buss, Alina A1 - Kecht, Christoph A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian A1 - Sadeghianasl, Sareh A1 - Wynn, Moe T. ED - Pufahl, Luise ED - Rosenthal, Kristina ED - España, Sergio ED - Nurcan, Selmin T1 - From Words to Workflows: Extracting Object-Centric Event Logs from Textual Data T2 - Intelligent Information Systems: CAiSE 2025 Forum and Doctoral Consortium, Proceedings KW - object-centric event logs KW - process mining KW - natural language processing Y1 - 2025 SN - 978-3-031-94589-2 U6 - https://doi.org/10.1007/978-3-031-94590-8_5 SN - 1865-1348 IS - (Lecture Notes in Business Information Processing;557) SP - 37 EP - 44 PB - Springer CY - Cham ER - TY - JOUR A1 - König, Fabian A1 - Egger, Andreas A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian A1 - Wördehoff, Niklas T1 - Unstructured Data in Process Mining: A Systematic Literature Review JF - ACM Transactions on Management Information Systems KW - unstructured data KW - process mining KW - systematic literature review KW - applied computing KW - data mining Y1 - 2025 U6 - https://doi.org/10.1145/3727148 SN - 2158-656X VL - 16 IS - 2025,3 PB - Association for Computing Machinery (ACM) ER - TY - JOUR A1 - Marcus, Laura A1 - Schmid, Sebastian Johannes A1 - Friedrich, Franziska A1 - Röglinger, Maximilian A1 - Grindemann, Philipp T1 - Navigating the Landscape of Organizational Process Mining Setups JF - Business & information systems engineering KW - process mining KW - organizational setup KW - BPM governance KW - center of excellence KW - taxonomy development Y1 - 2024 U6 - https://doi.org/10.1007/s12599-024-00908-0 SN - 1867-0202 ER - TY - JOUR A1 - Hermann, Julia A1 - Rusche, Simon A1 - Moder, Linda A1 - Weibelzahl, Martin T1 - Watt’s Next? Leveraging Process Flexibility for Power Cost Optimization JF - Business & information systems engineering KW - process mining KW - prescriptive process monitoring KW - energy flexibility KW - demand side management Y1 - 2024 U6 - https://doi.org/10.1007/s12599-024-00888-1 SN - 1867-0202 VL - 66 IS - 2024,5 SP - 541 EP - 563 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 - RPRT A1 - Reinkemeyer, Lars A1 - Röglinger, Maximilian A1 - Kratsch, Wolfgang A1 - Fabri, Lukas A1 - Schmid, Sebastian A1 - Wittmann, Jakob T1 - Exploring the Interplay of Process Mining and Generative AI: Research and Recommendations for CoEs BT - A joint study and report by celonis & Fraunhofer FIT. Whitepaper KW - process mining KW - generative AI Y1 - 2023 UR - https://www.fim-rc.de/Paperbibliothek/Veroeffentlicht/1678/wi-1678.pdf UR - https://eref.uni-bayreuth.de/id/eprint/88049 PB - Celonis CY - München 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 - Andrews, Robert A1 - van Dun, Christopher A1 - Wynn, Moe T. A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian A1 - ter Hofstede, Arthur T1 - Quality-Informed Semi-Automated Event Log Generation for Process Mining JF - Decision support systems : DSS KW - process mining KW - data quality KW - event log KW - log extraction Y1 - 2020 U6 - https://doi.org/10.1016/j.dss.2020.113265 SN - 0167-9236 VL - 132 IS - 2020, Mai ER - TY - CHAP A1 - Kratsch, Wolfgang A1 - Stengel, Gregor A1 - Egger, Andreas A1 - Fehrer, Tobias T1 - Unstrukturierte Daten aus der Serienproduktion mit Process Mining zur Fehleranalyse T2 - VDI Mechatroniktagung 2024 T2 - Utilize Unstructured Data from Serial Production with Process Mining for Error Analysis and Optimization KW - process mining Y1 - 2024 UR - https://www.fim-rc.de/Paperbibliothek/Veroeffentlicht/1706/wi-1706.pdf UR - https://www.vdi-mechatroniktagung.rwth-aachen.de/global/show_document.asp?id=aaaaaaaachxrzxm&download=1 SP - 13 EP - 18 ER - TY - CHAP A1 - Lepsien, Arvid A1 - Koschmider, Agnes A1 - Kratsch, Wolfgang ED - Di Francescomarino, Chiara ED - Burattin, Andrea ED - Janiesch, Christian ED - Sadiq, Shazia T1 - Analytics Pipeline for Process Mining on Video Data T2 - Business Process Management Forum (BPM 2023) Proceedings KW - process mining KW - event log extraction KW - unstructured data KW - activity recognition Y1 - 2023 SN - 978-3-031-41622-4 U6 - https://doi.org/10.1007/978-3-031-41623-1_12 IS - Lecture Notes in Business Information Processing (LNBIP, volume 490) SP - 196 EP - 213 PB - Springer CY - Cham ER - TY - JOUR A1 - Kecht, Christoph A1 - Egger, Andreas A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian T1 - Quantifying Chatbots’ Ability to Learn Business Processes JF - Information Systems KW - chatbots KW - conformance checking KW - natural language processing KW - process mining Y1 - 2023 U6 - https://doi.org/10.1016/j.is.2023.102176 SN - 0306-4379 VL - 113 IS - 2023, Januar 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 - TY - JOUR A1 - van Dun, Christopher A1 - Moder, Linda A1 - Kratsch, Wolfgang A1 - Röglinger, Maximilian T1 - ProcessGAN: Supporting the Creation of Business Process Improvement Ideas through Generative Machine Learning JF - Decision support systems : DSS KW - business process improvement KW - business process redesign KW - generative adversarial networks KW - generative machine learning KW - process mining Y1 - 2022 U6 - https://doi.org/10.1016/j.dss.2022.113880 SN - 0167-9236 ER - TY - CHAP A1 - Kipping, Gregor A1 - Djurica, Djordje A1 - Franzoi, Sandro A1 - Grisold, Thomas A1 - Marcus, Laura A1 - Schmid, Sebastian A1 - vom Brocke, Jan A1 - Mendling, Jan A1 - Röglinger, Maximilian T1 - How to Leverage Process Mining in Organizations - Towards Process Mining Capabilities T2 - Business Process Management KW - process mining KW - organizational implications KW - process mining capabilities Y1 - 2022 SN - 978-3-031-16102-5 U6 - https://doi.org/10.1007/978-3-031-16103-2_5 SN - 0302-9743 VL - 13420 SP - 40 EP - 46 PB - Springer CY - Cham ER -