Dr.-Ing. André Pomp
Scientific Researcher
Head of the Research Field "Semantic Systems Engineering"
Area of Research:
- Semantic Interoperability
- Knowledge Graphs
- Natural Language Processing
- Information Extraction
- Deep and Machine Learning
Biography
Dr. André Pomp joined the Institute for Technologies and Management of Digital Transformation at the University of Wuppertal as a research associate in September 2019.
His research focuses on semantic data integration based on flexible and extensible knowledge graphs, data analysis and machine learning, industrial natural language processing, industrial information extraction, and the construction of modern software architectures in various domains.
Dr. Pomp studied computer science with a minor in business administration at RWTH Aachen University. Areas of specialization during his studies were distributed systems, communication technologies, IT security and data mining. From January 2015 to August 2019, Dr. Pomp was a research assistant & PhD student at the Cybernetics Lab IMA & IfU at RWTH Aachen University. There he took over the leadership of the Cognitive Computing & eHealth research group in April 2018. In June 2020, he received his PhD on the topic of "Bottom-up Knowledge Graph-based Data Management" at the same institution.
In recent years, Dr. Pomp has conducted numerous research and development projects in the areas of logistics and mobility, smart city, telecommunications and production. He was particularly involved in the development of suitable integration architectures and the use of machine learning methods.
Publications
- 2024
- Brune, M., Meisen, T., & Pomp, A. (2024). "Survey of Deep Learning-Based Methods for FMCW Radar Odometry and Ego-Localization" , Applied Sciences , 14 (6), 2267.
- Hoseini, S., Burgdorf, A., Paulus, A., Meisen, T., Quix, C., & Pomp, A. (2024). "Towards LLM-augmented Creation of Semantic Models for Dataspaces" in The Second International Workshop on Semantics in Dataspaces, co-located with the Extended Semantic Web Conference .
- 2023
- Braken, R., Paulus, A., Pomp, A., & Meisen, T. (2023). "An Evaluation of Link Prediction Approaches in Few-Shot Scenarios" , Electronics , 12 (10), 2296.
- Paulus, A., Burgdorf, A., Pomp, A., & Meisen, T. (2023). "Collaborative Filtering Recommender System for Semantic Model Refinement" in 2023 IEEE 17th International Conference on Semantic Computing (ICSC) , IEEE 183—190.
ISBN: 978-1-6654-8263-9
- Theissen-Lipp, J., Kocher, M., Lange, C., Decker, S., Paulus, A., Pomp, A., & Curry, E. (2023). "Semantics in Dataspaces: Origin and Future Directions" in Companion Proceedings of the ACM Web Conference 2023 , New York, NY, USA : Association for Computing Machinery 1504—1507.
ISBN: 9781450394192
