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.
Integrating Ontologies and Planning for Cognitive Systems [pdf]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.

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