Integrating Ontologies and Planning for Cognitive Systems

Integrating Ontologies and Planning for Cognitive Systems. Behnke, G., Bercher, P., Biundo, S., Glimm, B., Ponomaryov, D., & Schiller, M. In Proceedings of the 28th International Workshop on Description Logics (DL 2015), 2015. CEUR Workshop Proceedings.

Paper abstract bibtex

We present an approach for integrating ontological reasoning and planning within cognitive systems. Patterns and mechanisms that suitably link planning domains and interrelated knowledge in an ontology are devised. In particular, this enables the use of (standard) ontology reasoning for extending a (hierarchical) planning domain. Furthermore, explanations of plans generated by a cognitive system benefit from additional explanations relying on background knowledge in the ontology and inference. An application of this approach in the domain of fitness training is presented.

@InProceedings{Behnke2015OntologiesAndPlanning,
  Title      = {Integrating Ontologies and Planning for Cognitive Systems},
  Author     = {Gregor Behnke and Pascal Bercher and Susanne Biundo and Birte Glimm and Denis Ponomaryov and Marvin Schiller},
  Booktitle  = {Proceedings of the 28th International Workshop on Description Logics ({DL} 2015)},
  Year       = {2015},
  Publisher  = {CEUR Workshop Proceedings},
  abstract   = {We present an approach for integrating ontological reasoning and planning within cognitive systems. Patterns and mechanisms that suitably link planning domains and interrelated knowledge in an ontology are devised. In particular, this enables the use of (standard) ontology reasoning for extending a (hierarchical) planning domain. Furthermore, explanations of plans generated by a cognitive system benefit from additional explanations relying on background knowledge in the ontology and inference. An application of this approach in the domain of fitness training is presented.},
  url_Paper  = {https://bercher.net/publications/2015/Behnke2015OntologiesAndPlanning.pdf},
  keywords   = {workshop}
}

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