172 citations · 370 across the 39 of their papers we have counts for
6 papers · 1 filter
Agentic Business Process Management: A Research Manifesto
Diego Calvanese, Angelo Casciani, Giuseppe De Giacomo +15
This paper presents a manifesto that articulates the conceptual foundations of Agentic Business Process Management (APM), an extension of Business Process Management (BPM) for gove…
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Object-centric process discovery (OCPD) constitutes a paradigm shift in process mining. Instead of assuming a single case notion present in the event log, OCPD can handle events wi…
An End-to-End Approach for Online Decision Mining and Decision Drift Analysis in Process-Aware Information Systems: Extended Version
Beate Scheibel, Stefanie Rinderle-Ma
Decision mining enables the discovery of decision rules from event logs or streams, and constitutes an important part of in-depth analysis and optimisation of business processes. S…
A Survey on Event Prediction Methods from a Systems Perspective: Bringing Together Disparate Research Areas
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Event prediction is the ability of anticipating future events, i.e., future real-world occurrences, and aims to support the user in deciding on actions that change future events to…
The Role of Time and Data: Online Conformance Checking in the Manufacturing Domain
Florian Stertz, Juergen Mangler, Stefanie Rinderle-Ma
Process mining has matured as analysis instrument for process-oriented data in recent years. Manufacturing is a challenging domain that craves for process-oriented technologies to…
The NNN Formalization: Review and Development of Guideline Specification in the Care Domain
Georg Kaes, Jürgen Manger, Stefanie Rinderle-Ma +1
Due to an ageing society, it can be expected that less nursing personnel will be responsible for an increasing number of patients in the future. One way to address this challenge i…