6 citations · 14 across the 9 of their papers we have counts for
5 papers · 1 filter
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…
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…
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…