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  4. Processing manufacturing knowledge with ontology-based annotations and cognitive architectures
 
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2015
Conference Paper
Titel

Processing manufacturing knowledge with ontology-based annotations and cognitive architectures

Abstract
Advanced manufacturing promises an evolution of industrial production processes. However, today's manufacturing systems lack a common strategy on how to combine factual, procedural, and conceptual knowledge in order to streamline production processes. This specifically applies for manufacturing assembly assistance where the major share of procedural and conceptual knowledge is not yet automatically processable. In our paper we propose the usage of ontology-based annotations as missing link between the tacit knowledge of the worker and the intelligent assistance system. We show the deeper integration of conceptual knowledge modeled in ontology-based annotations with procedural knowledge in cognitive architectures. Additionally, in our approach annotations act as a mean of communication between the workers and with the system. We show key aspects of a prototypical integration of our approach within a smart assembly assistance system which supplies the worker with task related information.
Author(s)
Alm, Rebekka
Fraunhofer-Institut für Graphische Datenverarbeitung IGD
Aehnelt, Mario
Fraunhofer-Institut für Graphische Datenverarbeitung IGD
Urban, Bodo
Fraunhofer-Institut für Graphische Datenverarbeitung IGD
Hauptwerk
15th International Conference on Knowledge Technologies and Data-Driven Business, I-KNOW 2015. Proceedings
Konferenz
International Conference on Knowledge Technologies and Data-Driven Business (I-KNOW) 2015
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DOI
10.1145/2809563.2809576
Language
English
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Fraunhofer-Institut für Graphische Datenverarbeitung IGD
Tags
  • cognitive architectures

  • context management

  • context-aware services

  • visualization context

  • ontology visualization

  • manufacturing

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