172 citations · 516 across the 19 of their papers we have counts for
19 papers
Towards a Theory on Process Automation Effects
Hoang Vu, Jennifer Haase, Henrik Leopold +1
Process automation is a crucial strategy for improving business processes, but little attention has been paid to the effects that automation has once it is operational. This paper…
The Impact of Process Complexity on Process Performance: A Study using Event Log Data
Maxim Vidgof, Bastian Wurm, Jan Mendling
Complexity is an important characteristic of any business process. The key assumption of much research in Business Process Management is that process complexity has a negative impa…
Large Language Models for Business Process Management: Opportunities and Challenges
Maxim Vidgof, Stefan Bachhofner, Jan Mendling
Large language models are deep learning models with a large number of parameters. The models made noticeable progress on a large number of tasks, and as a consequence allowing them…
Event-Case Correlation for Process Mining using Probabilistic Optimization
Dina Bayomie, Claudio Di Ciccio, Jan Mendling
Process mining supports the analysis of the actual behavior and performance of business processes using event logs. % such as, e.g., sales transactions recorded by an ERP system. A…
A Survey of Approaches for Event Sequence Analysis and Visualization using the ESeVis Framework
Anton Yeshchenko, Jan Mendling
Event sequence data is increasingly available. Many business operations are supported by information systems that record transactions, events, state changes, message exchanges, and…
Causal Process Mining from Relational Databases with Domain Knowledge
Philipp Waibel, Lukas Pfahlsberger, Kate Revoredo +1
The plethora of algorithms in the research field of process mining builds on directly-follows relations. Even though various improvements have been made in the last decade, there a…