Completed Research Projects and Publications
IBM Machine Learning Praktikum
The aim of this practical course was to motivate the teams to elaborate a solution for a given problem, to develop a business case based on it, and implement a prototype to cover the case by using IBM AI tools.
Siemens Project: Continous Auditing and Fraud Detection
Fraud detection analyzes large dataset of enterprise resource planning systems to locate irregularities. Therefore, this project aimed to develop fraud patterns to reduce the number of false positives by combining red flag-based approach with process mining.
Betzwieser, Benedikt; Landler, Philipp; Levkovskyi, Borys; Utesch, Matthias: Exploring Design Principles and Design Features for a Business Game to Teach the Relationship Between Business Models and Business Processes. 55th Hawaii International Conference on System Sciences (HICSS), 2022 Lahaina, USA
Bajraktari, Florian; Xiong, Ferdinand Shuyu; Drieschner, Clemens; Moslein, Viktor Karl; Strobl, Benedikt Pirmin; Utesch, Matthias Christoph; Krcmar, Helmut: A Serious Gaming Approach for Teaching Environmental Entrepreneurship. 2021 IEEE Global Engineering Education Conference (EDUCON), IEEE, 2021
Betzwieser, Benedikt; Dick, Theresa; Utesch, Matthias; Krcmar, Helmut: A Review on Requirements for Teaching the Relationship Between Business Models and Business Processes. 2021 IEEE Global Engineering Education Conference (EDUCON), IEEE, 2021 Vienna, Austria
Drieschner, Clemens; Ibishi, Sami; Shouman, Omar; Wittges, Holger; Krcmar, Helmut: An Overview of Explainable Predictive Process Monitoring. SAP Academic Community Conference 2021 DACH, 2021
Heim, Sophie; Drieschner, Clemens; Wittges, Holger; Krcmar, Helmut: Providing Learning Success as a Service: A Structured Literature Review. 2021 IEEE Global Engineering Education Conference (EDUCON), 2021
Levkovskyi, Borys; Betzwieser, Benedikt; Utesch, Matthias; Krcmar, Helmut: Teaching the Change: Integration of Digital Transformation Success Factors into a Simulation Game for Business Process Management. 25th Pacific Asia Conference on Information Systems (PACIS), 2021
Levkovskyi, Borys; Hinrichs, Maren; Betzwieser, Benedikt; Utesch, Matthias: Companies in Transition: Understanding how the Digital Transformation Affects Business Processes and Their Key Performance Indicators. 27th Americas Conference on Information Systems (AMCIS), 2021