6 citations · 14 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…
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…
From Internet of Things Data to Business Processes: Challenges and a Framework
Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin +12
The IoT and Business Process Management (BPM) communities co-exist in many shared application domains, such as manufacturing and healthcare. The IoT community has a strong focus on…
INEXA: Interactive and Explainable Process Model Abstraction Through Object-Centric Process Mining
Janik-Vasily Benzin, Gyunam Park, Juergen Mangler +1
Process events are recorded by multiple information systems at different granularity levels. Based on the resulting event logs, process models are discovered at different granulari…
Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML
Simon Raedler, Juergen Mangler, Stefanie Rinderle-Ma
Methods: This work introduces a method supporting the collaborative definition of machine learning tasks by leveraging model-based engineering in the formalization of the systems m…
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?
Nataliia Klievtsova, Janik-Vasily Benzin, Timotheus Kampik +2
AI-driven chatbots such as ChatGPT have caused a tremendous hype lately. For BPM applications, several applications for AI-driven chatbots have been identified to be promising to g…