Florian Hölken, M.Sc.

Scientific Researcher

Area of Research:

• Semantic Interoperability
• Dataspaces
• Machine and Deep Learning
• Explainable and Transparent Artificial Intelligence

 

Biography

Florian Hölken has been a research assistant at the Institute for Technologies and Management of Digital Transformation at the University of Wuppertal since September 2023. He initially joined the institute as a technical assistant in January 2022.

His research focuses on the semantic interoperability of networked digital systems with the aim of enabling consistent and cross-contextual information exchange between heterogeneous systems. Another focus is on dataspaces, which support the secure, sovereign, and value-adding use of data across organizational boundaries.

In addition, he works on machine learning and deep learning methods for analyzing complex data sets and developing intelligent, data-driven applications. He pays particular attention to explainable and transparent artificial intelligence, especially with regard to traceability, trustworthiness, and the responsible design of algorithmic decision-making systems.

Publications