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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
Alexander Paulus; André Pomp; Lucian Poth; Johannes Lipp; Tobias Meisen
Towards Combining Semantic Concepts from Multiple Knowledge Bases
12th IEEE International Conference on Semantic Computing , page 312--313.
Publisher: IEEE, Piscataway, NJ
2018
ISBN: 978-1-5386-4408-9

Keywords: kgbdm;research-semantic-systems

André Pomp; Alexander Paulus; Sabina Jeschke; Tobias Meisen
ESKAPE: Platform for Enabling Semantics in the Continuously Evolving Internet of Things
2017 IEEE 11th International Conference on Semantic Computing (ICSC), :262--263
2017

Keywords: kgbdm;research-semantic-systems

André Pomp; Alexander Paulus; Sabina Jeschke; Tobias Meisen
ESKAPE: Information Platform for Enabling Semantic Data Processing
Proceedings of the 19th International Conference on Enterprise Information Systems, (2):644--655
2017

Keywords: kgbdm;research-semantic-systems

Christian Büscher; Tobias Meisen; Sabina Jeschke
Ontologiebasiertes Informationsmanagement für die Fabrikplanung
Automation, Communication and Cybernetics in Science and Engineering 2015/2016, :827--839
2016

Keywords: research-semantic-systems

Christian Büscher; Hanno Voet; Moritz Krunke; Peter Burggräf; Tobias Meisen; Sabina Jeschke
Semantic Information Modelling for Factory Planning Projects
Procedia CIRP, 41:478--483
2016
ISSN: 22128271

Keywords: research-semantic-systems

Tobias Meisen; Michael Rix; Max Hoffmann; Daniel Schilberg; Sabina Jeschke
A Framework for Semantic Integration and Analysis of Measurement Data in Modern Industrial Machinery
Jeschke, Sabina and Isenhardt, Ingrid and Hees, Frank and Henning, Klaus, editor, Automation, Communication and Cybernetics in Science and Engineering 2015/2016
Publisher: Springer, Cham
2015

Keywords: research-semantic-systems

Max Hoffmann; Tobias Meisen; Daniel Schilberg; Sabina Jeschke
Multi-dimensional Production Planning Using a Vertical Data Integration Approach: A Contribution to Modular Factory Design
2013 10th International Conference and Expo on Emerging Technologies for a Smarter World (CEWIT),
2013

Keywords: research-semantic-systems

Rudolf Reinhard; Christian Büscher; Tobias Meisen; Daniel Schilberg; Sabina Jeschke
Virtual Production Intelligence -- A Contribution to the Digital Factory
ICIRA 2012: Intelligent Robotics and Applications, :706--715
2012

Keywords: research-semantic-systems

Tobias Meisen; Philipp Meisen; Daniel Schilberg; Sabina Jeschke
Adaptive Information Integration: Bridging the Semantic Gap between Numerical Simulations
ICEIS 2011: Enterprise Information Systems, :51--65
2012

Keywords: research-semantic-systems

Tobias Meisen
Framework zur Kopplung numerischer Simulationen für die Fertigung von Stahlerzeugnissen
of Fortschritt-Berichte VDI. Reihe 10: Informatik / Kommunikation; 823
Publisher: VDI Verlag,
2012
ISBN: 978-3-18-382310-9

Keywords: research-semantic-systems

Rudolf Reinhard; Tobias Meisen; Thomas Beer; Daniel Schilberg; Sabina Jeschke
A Framework Enabling Data Integration for Virtual Production
ElMaraghy, Hoda A., editor, Enabling Manufacturing Competitiveness and Economic Sustainability , page 275--280.
2012

Keywords: research-semantic-systems

Daniel Schilberg; Tobias Meisen; Rudolf Reinhard; Sabina Jeschke
Simulation and Interoperability in the Planning Phase of production processes
ASME 2011 International Mechanical Engineering Congress and Exposition, :701--706
2011

Keywords: research-semantic-systems

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