8 citations · 9 across the 4 of their papers we have counts for
4 papers
Identifying Process Improvement Opportunities through Process Execution Benchmarking
Luka Abb, Majid Rafiei, Timotheus Kampik +1
Benchmarking functionalities in current commercial process mining tools allow organizations to contextualize their process performance through high-level performance indicators, su…
A Discussion on Generalization in Next-Activity Prediction
Luka Abb, Peter Pfeiffer, Peter Fettke +1
Next activity prediction aims to forecast the future behavior of running process instances. Recent publications in this field predominantly employ deep learning techniques and eval…
Large Language Models can accomplish Business Process Management Tasks
Michael Grohs, Luka Abb, Nourhan Elsayed +1
Business Process Management (BPM) aims to improve organizational activities and their outcomes by managing the underlying processes. To achieve this, it is often necessary to consi…
A Reference Data Model for Process-Related User Interaction Logs
Luka Abb, Jana-Rebecca Rehse
User interaction (UI) logs are high-resolution event logs that record low-level activities performed by a user during the execution of a task in an information system. Each event i…