Integrating ontologies and planning for cognitive systems

Gregor Behnke; Pascal Bercher; Susanne Biundo; Birte Glimm; Denis Ponomaryov; Marvin Schiller

Integrating ontologies and planning for cognitive systems

Gregor Behnke
, Pascal Bercher
, Susanne Biundo
, Birte Glimm
, Denis Ponomaryov
, Marvin Schiller

Research output: Contribution to journal › Conference article › peer-review

5 Citations (Scopus)

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.

Original language	English
Journal	CEUR Workshop Proceedings
Volume	1350
Publication status	Published - 2015
Externally published	Yes
Event	28th International Workshop on Description Logics, DL 2015 - Athens, Greece Duration: 7 Jun 2015 → 10 Jun 2015

Cite this

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title = "Integrating ontologies and planning for cognitive systems",

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.",

author = "Gregor Behnke and Pascal Bercher and Susanne Biundo and Birte Glimm and Denis Ponomaryov and Marvin Schiller",

year = "2015",

language = "English",

volume = "1350",

journal = "CEUR Workshop Proceedings",

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note = "28th International Workshop on Description Logics, DL 2015 ; Conference date: 07-06-2015 Through 10-06-2015",

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TY - JOUR

T1 - Integrating ontologies and planning for cognitive systems

AU - Behnke, Gregor

AU - Bercher, Pascal

AU - Biundo, Susanne

AU - Glimm, Birte

AU - Ponomaryov, Denis

AU - Schiller, Marvin

PY - 2015

Y1 - 2015

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/84992536187

M3 - Conference article

AN - SCOPUS:84992536187

SN - 1613-0073

VL - 1350

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - 28th International Workshop on Description Logics, DL 2015

Y2 - 7 June 2015 through 10 June 2015

ER -

Integrating ontologies and planning for cognitive systems

Abstract

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