14 citations · 33 across the 6 of their papers we have counts for
7 papers
GNN4PPM: Multi-Target Predictive Process Monitoring with Relational Graph Convolutional Networks
Ana Costa, Johannes Mäkelburg, Luise Pufahl
Predictive Process Monitoring (PPM) aims at predicting at runtime and as early as possible the future states of a process execution. Common tasks include predicting the next event,…
How Soft Skills Shape First-Year Success in Higher Education
Kerstin Andree, Santiago Berrezueta-Guzman, Stephan Krusche +2
Soft skills are critical for academic and professional success, but are often neglected in early-stage technical curricula. This paper presents a semi-isolated teaching interventio…
Unraveling the Never-Ending Story of Lifecycles and Vitalizing Processes
Stephan A. Fahrenkrog-Petersen, Saimir Bala, Luise Pufahl +1
Business process management (BPM) has been widely used to discover, model, analyze, and optimize organizational processes. BPM looks at these processes with analysis techniques tha…
SOPA: A Framework for Sustainability-Oriented Process Analysis and Re-design in Business Process Management
Finn Klessascheck, Ingo Weber, Luise Pufahl
Given the continuous global degradation of the Earth's ecosystem due to unsustainable human activity, it is increasingly important for enterprises to evaluate the effects they have…
Reinforcement Learning-supported AB Testing of Business Process Improvements: An Industry Perspective
Aaron Friedrich Kurz, Timotheus Kampik, Luise Pufahl +1
In order to better facilitate the need for continuous business process improvement, the application of DevOps principles has been proposed. In particular, the AB-BPM methodology ap…
Process Mining Meets Visual Analytics: The Case of Conformance Checking
Jana-Rebecca Rehse, Luise Pufahl, Michael Grohs +1
Conformance checking is a major function of process mining, which allows organizations to identify and alleviate potential deviations from the intended process behavior. To fully l…
Automatic Resource Allocation in Business Processes: A Systematic Literature Survey
Luise Pufahl, Sven Ihde, Fabian Stiehle +2
For delivering products or services to their clients, organizations execute manifold business processes. During such execution, upcoming process tasks need to be allocated to inter…