49 citations · 54 across the 9 of their papers we have counts for
9 papers
Design and Implementation of Agentic Orchestrations and Orchestration of Agents
Stefanie Rinderle-Ma, Juergen Mangler, Johannes Loebbecke +3
Agentic Business Process Management has gained momentum recently. The prospect is that the autonomy of AI agents, i.e., predominantly LLM-based agents, can be balanced with a certa…
Digital Innovation through Knowledge Processes
Nataliia Klievtsova, Juergen Mangler, Stefanie Rinderle-Ma
The artefact at the intersection of knowledge and process management is the process, which describes how enterprises are generating value. In knowledge management literature the re…
An object-centric core metamodel for IoT-enhanced event logs
Yannis Bertrand, Christian Imenkamp, Lukas Malburg +10
Advances in Internet-of-Things (IoT) technologies have prompted the integration of IoT devices with business processes (BPs) in many organizations across various sectors, such as m…
Synchronizing Process Model and Event Abstraction for Grounded Process Intelligence (Extended Version)
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Model abstraction (MA) and event abstraction (EA) are means to reduce complexity of (discovered) models and event data. Imagine a process intelligence project that aims to analyze…
Privacy and Confidentiality Requirements Engineering for Process Data
Fabian Haertel, Juergen Mangler, Nataliia Klievtsova +3
The application and development of process mining techniques face significant challenges due to the lack of publicly available real-life event logs. One reason for companies to abs…
Conversational Process Model Redesign
Nataliia Klievtsova, Timotheus Kampik, Juergen Mangler +1
With the recent success of large language models (LLMs), the idea of AI-augmented Business Process Management systems is becoming more feasible. One of their essential characterist…
Agentic Business Process Management: Practitioner Perspectives on Agent Governance in Business Processes
Hoang Vu, Nataliia Klievtsova, Henrik Leopold +2
With the rise of generative AI, industry interest in software agents is growing. Given the stochastic nature of generative AI-based agents, their effective and safe deployment in o…
Design of a Quality Management System based on the EU Artificial Intelligence Act
Henryk Mustroph, Stefanie Rinderle-Ma
The EU AI Act mandates that providers and deployers of high-risk AI systems establish a quality management system (QMS). Among other criteria, a QMS shall help verify and document…
Large Process Models: A Vision for Business Process Management in the Age of Generative AI
Timotheus Kampik, Christian Warmuth, Adrian Rebmann +12
The continued success of Large Language Models (LLMs) and other generative artificial intelligence approaches highlights the advantages that large information corpora can have over…