Wolfgang Kratsch

According to our database, Wolfgang Kratsch authored at least 31 papers between 2017 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Domain experts in the loop: Leveraging generative artificial intelligence for interactive data validation in process mining.

Julian Armin Dormehl, Robert Andrews, Wolfgang Kratsch, Maximilian Röglinger, Moe Thandar Wynn, Felix Zetzsche

Inf. Syst., 2026

Process mining between the lines: Extracting object-centric event logs from textual data.

Alina Buss, Christoph Kecht, Wolfgang Kratsch, Maximilian Röglinger, Sareh Sadeghianasl, Moe Thandar Wynn

Inf. Syst., 2026

Leveraging large language models for enhanced process model comprehension.

Humam Kourani, Alessandro Berti, Jasmin Hennrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Wil M. P. van der Aalst, Daniel Schuster

Decis. Support Syst., 2026

Beyond assumptions: A reference architecture to enable unsupervised process discovery from video data - (Extended Abstract).

Niklas Wördehoff, Andreas Egger, Wolfgang Kratsch, Fabian König, Maximilian Röglinger

Proceedings of the Modellierung 2026, Bayreuth, Germany, 2026

From Theory to Practice: How Fraunhofer FIT and Its Ecosystem Brought Wil van der Aalst's Process Mining Vision to Market.

Humam Kourani, Wolfgang Kratsch, Christoph Lange-Bever, Maximilian Röglinger, Daniel Schuster, Sebastiaan J. van Zelst, Gyunam Park

Proceedings of the Mining a Scientist's Process, 2026

2025

Unstructured Data in Process Mining: A Systematic Literature Review.

Fabian König, Andreas Egger, Wolfgang Kratsch, Maximilian Röglinger, Niklas Wördehoff

ACM Trans. Manag. Inf. Syst., September, 2025

Refining the process picture: Unstructured data in object-centric process mining.

Andreas Egger, Tobias Fehrer, Wolfgang Kratsch, Niklas Wördehoff, Fabian König, Maximilian Röglinger

Inf. Syst., 2025

Beyond assumptions: A reference architecture to enable unsupervised process discovery from video data.

Niklas Wördehoff, Andreas Egger, Wolfgang Kratsch, Fabian König, Maximilian Röglinger

Decis. Support Syst., 2025

Data-Centric Fine-Tuning of Small Language Models for Automatic Extraction of Technical Requirements.

Leopold Müller, Nina Schwarz, Lars Böcking, Andreas Bereczuk, Hanno Stagge, Wolfgang Kratsch, Niklas Kühl

IEEE Access, 2025

From Words to Workflows: Extracting Object-Centric Event Logs from Textual Data.

Alina Buss, Christoph Kecht, Wolfgang Kratsch, Maximilian Röglinger, Sareh Sadeghianasl, Moe Thandar Wynn

Proceedings of the Intelligent Information Systems, 2025

2024

Bot log mining: An approach to the integrated analysis of Robotic Process Automation and process mining.

Andreas Egger, Arthur H. M. ter Hofstede, Wolfgang Kratsch, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn

Inf. Syst., 2024

Leveraging Large Language Models for Enhanced Process Model Comprehension.

Humam Kourani, Alessandro Berti, Jasmin Henrich, Wolfgang Kratsch, Robin Weidlich, Chiao-Yun Li, Ahmad Arslan, Daniel Schuster, Wil M. P. van der Aalst

CoRR, 2024

Recent Advances in Data-Driven Business Process Management.

Lars Ackermann, Martin Käppel, Laura Marcus, Linda Moder, Sebastian Dunzer, Markus Hornsteiner, Annina Liessmann, Yorck Zisgen, Philip Empl, Lukas-Valentin Herm, Nicolas Neis, Julian Neuberger, Leo Poss, Myriam Schaschek, Sven Weinzierl, Niklas Wördehoff, Stefan Jablonski, Agnes Koschmider, Wolfgang Kratsch, Martin Matzner, Stefanie Rinderle-Ma, Maximilian Röglinger, Stefan Schönig, Axel Winkelmann

CoRR, 2024

ProcessLLM: A Large Language Model Specialized in the Interpretation, Analysis, and Optimization of Business Processes.

Alina Buss, Wolfgang Kratsch, Sebastian Johannes Schmid, Hongyang Wang

Proceedings of the Business Process Management Workshops, 2024

2023

Near-Infrared Spectroscopy for Bladder Monitoring: A Machine Learning Approach.

Pascal Fechner, Fabian König, Wolfgang Kratsch, Jannik Lockl, Maximilian Röglinger

ACM Trans. Manag. Inf. Syst., June, 2023

The biggest business process management problems to solve before we die.

Iris Beerepoot, Claudio Di Ciccio, Hajo A. Reijers, Stefanie Rinderle-Ma, Wasana Bandara, Andrea Burattin, Diego Calvanese, Tianwa Chen, Izack Cohen, Benoît Depaire, Gemma Di Federico, Marlon Dumas, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Avigdor Gal, Marta Indulska, Vatche Isahagian, Christopher Klinkmüller, Wolfgang Kratsch, Henrik Leopold, Amy Van Looy, Hugo A. López, Sanja Lukumbuzya, Jan Mendling, Lara Meyers, Linda Moder, Marco Montali, Vinod Muthusamy, Manfred Reichert, Yara Rizk, Michael Rosemann, Maximilian Röglinger, Shazia Sadiq, Ronny Seiger, Tijs Slaats, Mantas Simkus, Ida Asadi Someh, Barbara Weber, Ingo Weber, Mathias Weske, Francesca Zerbato

Comput. Ind., April, 2023

Quantifying chatbots' ability to learn business processes.

Christoph Kecht, Andreas Egger, Wolfgang Kratsch, Maximilian Röglinger

Inf. Syst., January, 2023

ProcessGAN: Supporting the creation of business process improvement ideas through generative machine learning.

Christopher G. J. van Dun, Linda Moder, Wolfgang Kratsch, Maximilian Röglinger

Decis. Support Syst., 2023

Analytics Pipeline for Process Mining on Video Data.

Arvid Lepsien, Agnes Koschmider, Wolfgang Kratsch

Proceedings of the Business Process Management Forum, 2023

2022

Shedding light on blind spots - Developing a reference architecture to leverage video data for process mining.

Wolfgang Kratsch, Fabian König, Maximilian Röglinger

Decis. Support Syst., 2022

2021

Data-driven Management of Interconnected Business Processes : Contributions to Predictive and Prescriptive Process Mining

Wolfgang Kratsch

PhD thesis, 2021

Machine Learning in Business Process Monitoring: A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction.

Wolfgang Kratsch, Jonas Manderscheid, Maximilian Röglinger, Johannes Seyfried

Bus. Inf. Syst. Eng., 2021

Event Log Construction from Customer Service Conversations Using Natural Language Inference.

Christoph Kecht, Andreas Egger, Wolfgang Kratsch, Maximilian Röglinger

Proceedings of the 3rd International Conference on Process Mining, 2021

Automated Process (Re-)Design.

Maximilian Röglinger, Christopher G. J. van Dun, Tobias Fehrer, Dominik Andreas Fischer, Linda Moder, Wolfgang Kratsch

Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), 2021

Data-driven Management of Interconnected Business Processes - Contributions to Predictive and Prescriptive Process Mining.

Wolfgang Kratsch

Proceedings of the Best Dissertation Award, Doctoral Consortium, and Demonstration & Resources Track at BPM 2021 co-located with 19th International Conference on Business Process Management (BPM 2021), Rome, Italy, September 6th - to, 2021

2020

Quality-informed semi-automated event log generation for process mining.

Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Wolfgang Kratsch, Maximilian Röglinger, Arthur H. M. ter Hofstede

Decis. Support Syst., 2020

Bot Log Mining: Using Logs from Robotic Process Automation for Process Mining.

Andreas Egger, Arthur H. M. ter Hofstede, Wolfgang Kratsch, Sander J. J. Leemans, Maximilian Röglinger, Moe Thandar Wynn

Proceedings of the Conceptual Modeling - 39th International Conference, 2020

Customers Like It Hot and Fast - Incorporating Customer Effects into the Meal Delivery Process.

Christopher G. J. van Dun, Tobias Fehrer, Wolfgang Kratsch, Nicholas Wolf

Proceedings of the 28th European Conference on Information Systems, 2020

AMARYLLIS: A User-Centric Information System for Automated Privacy Policy Analysis.

Luca Dombetzki, Christoph Kecht, Wolfgang Kratsch, Daniel Rau

Proceedings of the 28th European Conference on Information Systems, 2020

2019

Process Meets Project prioritization - a Decision Model for Developing Process Improvement Roadmaps.

Laura Bitomsky, Johannes Huhn, Wolfgang Kratsch, Maximilian Roeglinger

Proceedings of the 27th European Conference on Information Systems, 2019

2017

Data-driven Process Prioritization in Process Networks.

Wolfgang Kratsch, Jonas Manderscheid, Daniel Reißner, Maximilian Röglinger

Decis. Support Syst., 2017