Publications "Kratsch, Wolfgang"

Article in a journal

Chvirova, Diana ; Egger, Andreas ; Fehrer, Tobias ; Kratsch, Wolfgang ; Röglinger, Maximilian ; Wittmann, Jakob ; Wördehoff, Niklas:
A Multimedia Dataset for Object-Centric Business Process Mining in it Asset Management.
In: Data in Brief. Vol. 55 (April 2024) . - 110716.
ISSN 2352-3409
DOI: https://doi.org/10.1016/j.dib.2024.110716

Egger, Andreas ; ter Hofstede, Arthur H. M. ; Kratsch, Wolfgang ; Leemans, Sander J. J. ; Röglinger, Maximilian ; Wynn, Moe T.:
Bot Log Mining : An Approach to the Integrated Analysis of Robotic Process Automation and Process Mining.
In: Information Systems. Vol. 126 (2024) . - 102431.
ISSN 0306-4379
DOI: https://doi.org/10.1016/j.is.2024.102431

Beerepoot, Iris ; Di Ciccio, Claudio ; Reijers, Hajo A. ; Rinderle-Ma, Stefanie ; Bandara, Wasana ; Burattin, Andrea ; Calvanese, Diego ; Chen, Tianwa ; Cohen, Izack ; Depaire, Benoît ; Di Federico, Gemma ; Dumas, Marlon ; van Dun, Christopher ; Fehrer, Tobias ; Fischer, Dominik Andreas ; Gal, Avigdor ; Indulska, Marta ; Isahagian, Vatche ; Klinkmüller, Christopher ; Kratsch, Wolfgang ; Leopold, Henrik ; Van Looy, Amy ; Lopez, Hugo ; Lukumbuzya, Sanja ; Mendling, Jan ; Meyers, Lara ; Moder, Linda ; Montali, Marco ; Muthusamy, Vinod ; Reichert, Manfred ; Rizk, Yara ; Rosemann, Michael ; Röglinger, Maximilian ; Sadiq, Shazia ; Seiger, Ronny ; Slaats, Tijs ; Simkus, Mantas ; Someh, Ida Asadi ; Weber, Barbara ; Weber, Ingo ; Weske, Mathias ; Zerbato, Francesca:
The Biggest Business Process Management Problems to Solve Before We Die.
In: Computers in Industry. Vol. 146 (2023) . - 103837.
ISSN 0166-3615
DOI: https://doi.org/10.1016/j.compind.2022.103837

Fechner, Pascal ; König, Fabian ; Kratsch, Wolfgang ; Lockl, Jannik ; Röglinger, Maximilian:
Near-Infrared Spectroscopy for Bladder Monitoring : A Machine Learning Approach.
In: ACM Transactions on Management Information Systems. Vol. 14 (2023) Issue 2 . - 16.
ISSN 2158-6578
DOI: https://doi.org/10.1145/3563779

van Dun, Christopher ; Moder, Linda ; Kratsch, Wolfgang ; Röglinger, Maximilian:
ProcessGAN : Supporting the creation of business process improvement ideas through generative machine learning.
In: Decision Support Systems. Vol. 165 (2023) . - 113880.
ISSN 1873-5797
DOI: https://doi.org/10.1016/j.dss.2022.113880

Rott, Julian ; König, Fabian ; Häfke, Hannes ; Schmidt, Michael ; Böhm, Markus ; Kratsch, Wolfgang ; Krcmar, Helmut:
Process Mining for Resilient Airport Operations : A Case Study of Munich Airport’s Turnaround Process.
In: Journal of Air Transport Management. Vol. 112 (2023) . - 102451.
ISSN 0969-6997
DOI: https://doi.org/10.1016/j.jairtraman.2023.102451

Kecht, Christoph ; Egger, Andreas ; Kratsch, Wolfgang ; Röglinger, Maximilian:
Quantifying chatbots' ability to learn business processes.
In: Information Systems. Vol. 113 (2023) . - 102176.
ISSN 0306-4379
DOI: https://doi.org/10.1016/j.is.2023.102176

Kratsch, Wolfgang ; König, Fabian ; Röglinger, Maximilian:
Shedding Light on Blind Spots : Developing a Reference Architecture to Leverage Video Data for Process Mining.
In: Decision Support Systems. Vol. 158 (2022) . - 113794.
ISSN 1873-5797
DOI: https://doi.org/10.1016/j.dss.2022.113794

Röglinger, Maximilian ; van Dun, Christopher ; Fehrer, Tobias ; Fischer, Dominik Andreas ; Moder, Linda ; Kratsch, Wolfgang:
Automated Process (Re-)Design.
In: CEUR Workshop Proceedings. Vol. 2938 (2021) . - pp. 28-33.
ISSN 1613-0073

Kratsch, Wolfgang ; Manderscheid, Jonas ; Röglinger, Maximilian ; Seyfried, Johannes:
Machine Learning in Business Process Monitoring : A Comparison of Deep Learning and Classical Approaches Used for Outcome Prediction.
In: Business & Information Systems Engineering. Vol. 63 (2021) Issue 3 . - pp. 261-276.
ISSN 1867-0202
DOI: https://doi.org/10.1007/s12599-020-00645-0

Andrews, Robert ; van Dun, Christopher ; Wynn, Moe T. ; Kratsch, Wolfgang ; Röglinger, Maximilian ; ter Hofstede, Arthur H. M.:
Quality-Informed Semi-Automated Event Log Generation for Process Mining.
In: Decision Support Systems. Vol. 132 (2020) . - 113265.
ISSN 1873-5797
DOI: https://doi.org/10.1016/j.dss.2020.113265

Federmann, Frank ; Häckel, Björn ; Isbruch, Felix ; Kratsch, Wolfgang ; Möller, Klaus ; Voit, Christian ; Wunderlich, Philipp:
Treiberbasierte Simulation im Controlling bei Infineon.
In: Controlling. Vol. 32 (2020) Issue 2 . - pp. 28-35.
ISSN 0935-0381

Kratsch, Wolfgang ; Manderscheid, Jonas ; Reißner, Daniel ; Röglinger, Maximilian:
Data-driven Process Prioritization in Process Networks.
In: Decision Support Systems. Vol. 100 (2017) Issue Special Issue . - pp. 27-40.
ISSN 1873-5797
DOI: https://doi.org/10.1016/j.dss.2017.02.011

Article in a book

Kecht, Christoph ; Egger, Andreas ; Kratsch, Wolfgang ; Röglinger, Maximilian:
Event Log Construction from Customer Service Conversations Using Natural Language Inference.
In: Proceedings of the 3rd International Conference on Process Mining (ICPM). - Piscataway, USA , 2021 . - pp. 144-151
ISBN 978-1-6654-3514-7

Glismann, Karsten ; Jöhnk, Jan ; Kratsch, Wolfgang ; Nüske, Niclas ; Schmied, Fabian:
How RAPS Spiced Up the German Butcher's Trade : Introduction of Digital Services to a Non-Digital Industry.
In: Urbach, Nils ; Röglinger, Maximilian ; Alias, Rose Alinda ; Kautz, Karlheinz ; Saunders, Carol ; Wiener, Martin (ed.): Digitalization Cases. Vol. 2. - Cham : Springer , 2021 . - pp. 183-201
ISBN 978-3-030-80003-1
DOI: https://doi.org/10.1007/978-3-030-80003-1_10

Dombetzki, Luca ; Kecht, Christoph ; Kratsch, Wolfgang ; Rau, Daniel:
Amaryllis : A User-Centric Information System for Automated Privacy Policy Analysis.
In: Proceedings of the 28th European Conference on Information Systems (ECIS). - Marrakech, Morocco , 2020

Egger, Andreas ; ter Hofstede, Arthur H. M. ; Kratsch, Wolfgang ; Leemans, Sander J. J. ; Röglinger, Maximilian ; Wynn, Moe T.:
Bot Log Mining : Using Logs from Robotic Process Automation for Process Mining.
In: Proceedings of the 39th International Conference on Conceptual Modeling (ER). - Vienna, Austria , 2020 . - pp. 51-61
ISBN 978-3-030-62521-4

van Dun, Christopher ; Fehrer, Tobias ; Kratsch, Wolfgang ; Wolf, Nicholas:
Customers Like It Hot and Fast : Incorporating Customer Effects into the Meal Delivery Process.
In: Proceedings of the 28th European Conference on Information Systems (ECIS). - Marrakech, Morocco , 2020

Bitomsky, Laura ; Huhn, Johannes ; Kratsch, Wolfgang ; Röglinger, Maximilian:
Process Meets Project Prioritization : A Decision Model for Developing Process Improvement Roadmaps.
In: Proceedings of the 27th European Conference on Information Systems (ECIS). - Uppsala, Sweden , 2019
ISBN 978-1-73363-250-8

Conference item

Kratsch, Wolfgang ; Stengel, Gregor ; Egger, Andreas ; Fehrer, Tobias:
Unstrukturierte Daten aus der Serienproduktion mit Process Mining zur Fehleranalyse und Prozessoptimierung nutzen.
2024
Event: VDI Mechatroniktagung 2024 , 14.-15.03.2024 , Dresden, Germany.
(Conference item: Conference , Paper )

Working paper, discussion paper

Ackermann, Lars ; Käppel, Martin ; Marcus, Laura ; Moder, Linda ; Dunzer, Sebastian ; Hornsteiner, Markus ; Liessmann, Annina ; Zisgen, Yorck ; Empl, Philip ; Herm, Lukas-Valentin ; Neis, Nicolas ; Neuberger, Julian ; Poss, Leo ; Schaschek, Myriam ; Weinzierl, Sven ; Wördehoff, Niklas ; Jablonski, Stefan ; Koschmider, Agnes ; Kratsch, Wolfgang ; Matzner, Martin ; Rinderle-Ma, Stefanie ; Röglinger, Maximilian ; Schönig, Stefan ; Winkelmann, Axel:
Recent Advances in Data-Driven Business Process Management.
Bayreuth , 2024 . - 34 p.
DOI: https://doi.org/10.48550/arXiv.2406.01786

Reinkemeyer, Lars ; Röglinger, Maximilian ; Kratsch, Wolfgang ; Fabri, Lukas ; Schmid, Sebastian Johannes ; Wittmann, Jakob:
Exploring the Interplay of Process Mining and Generative AI : Research and Recommendations for CoEs.
Celonis
München ; Bayreuth , 2023 . - 41 p.

Doctoral thesis

Kratsch, Wolfgang:
Data-driven Management of Interconnected Business Processes : Contributions to Predictive and Prescriptive Process Mining.
Bayreuth , 2021 . - 45 p.
( Doctoral thesis, 2020 , Universität Bayreuth, Rechts- und Wirtschaftswissenschaftliche Fakultät)
DOI: https://doi.org/10.15495/EPub_UBT_00005329