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Chair for Technologies and Management of Digital Transformation


Univ. Prof. Dr. Ing. Tobias Meisen

Semantic Systems Engineering

The research group Semantic Systems Engineering focuses on the research of approaches and algorithms that enable heterogeneous data from different data silos and software systems to be seamlessly collected, integrated, found, understood and processed by humans as well as other technical systems. The main research topics cover in particular the construction, continuous evolution and refinement of knowledge graphs, the (semi-)automated creation of semantic models as well as the improvement of accessibility and usability for semantic technologies in daily business. For this purpose, we especially rely on methods from the area of Artificial Intelligence, such as Graph Neural Networks (GNNs) and Graph embeddings.  

Main Topics

  • Knowledge Graphs
  • Embeddings
  • Knowledge Representation
  • Semantic Technologies

Application Areas

  • Data integration of heterogenous data sources
  • Data Processing
  • Internet of Things
  • Data Marketplace

Contact

Dr.-Ing. André Pomp

Selected relevant publications

References
Tobias Meisen; Rudolf Reinhard; Daniel Schilberg; Sabina Jeschke
A Framework For Adaptive Data Integration In Digital Production
Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus, editor, Automation, Communication and Cybernetics in Science and Engineering 2011/2012
page 1053--1066.
Publisher: Springer, Berlin and Heidelberg
2011

Keywords: research-semantic-systems

Tobias Meisen; Philipp Meisen; Daniel Schilberg; Sabina Jeschke
Application Integration of Simulation Tools Considering Domain Specific Knowledge
Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus, editor, Automation, Communication and Cybernetics in Science and Engineering 2011/2012
page 1067--1089.
Publisher: Springer, Berlin and Heidelberg
2011

Keywords: research-semantic-systems

Daniel Schilberg; Tobias Meisen; Phillippe Cerfontaine; Sabina Jeschke
Enterprise Application Integration for Virtual Production
ASME 2010 International Mechanical Engineering Congress and Exposition, (11):75--80
2010

Keywords: research-semantic-systems

Tobias Meisen; Philipp Meisen; Daniel Schilberg; Sabina Jeschke
Digitale Produktion via Enterprise Application Integration
Automation, Communication and Cybernetics in Science and Engineering 2009/2010, :349--360
2010

Keywords: research-semantic-systems

Daniel Schilberg; Tobias Meisen; Klaus Henning
Semantic Data Integration for Virtual Production
2009 International Conference on Computer and Electrical Engineering, ICCEE 2009, :184--187
2009

Keywords: research-semantic-systems

Daniel Schilberg; Tobias Meisen
Ontology based semantic interconnection of distributed numerical simulations for virtual production
2009 16th International Conference on Industrial Engineering and Engineering Management, :1789--1793
2009

Keywords: research-semantic-systems

Tobias Meisen; Daniel Schilberg; Klaus Henning
Planner Based Data Integration for Simulation Chains in Virtual Production
International Conference on Science, Technology and Innovation for Sustainable Well-Being (STISWB),
2009

Keywords: research-semantic-systems

Daniel Schilberg; Tobias Meisen; Phillippe Cerfontaine; Sabina Jeschke
Enterprise Application Integration für die virtuelle Produktion
Jeschke, Sabina and Isenhardt, Ingrid and Henning, Klaus, editor, Automation, Communication and Cybernetics in Science and Engineering 2009/2010
page 651--659.
2009

Keywords: research-semantic-systems

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