Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

Towards web-based semantic knowledge completion for adaptive world modeling in cognitive systems

 
: Kuwertz, A.; Goldbeck, C.; Hug, R.; Beyerer, Jürgen

:
Postprint urn:nbn:de:0011-n-3526389 (898 KByte PDF)
MD5 Fingerprint: 6ac166b957056c46e52c83b980a0b55a
© IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Erstellt am: 6.8.2015


Al-Dabass, David (Ed.) ; Institute of Electrical and Electronics Engineers -IEEE-:
UKSim 2015, UKSim-AMSS 17th International Conference on Modelling and Simulation : Cambridge University, 25 - 27 March 2015
Piscataway, NJ: IEEE, 2015
ISBN: 978-1-4799-8712-2
ISBN: 978-1-4799-8713-9
ISBN: 978-1-4799-8714-6
S.165-170
International Conference on Modelling and Simulation (UKSim) <17, 2015, Cambridge>
Englisch
Konferenzbeitrag, Elektronische Publikation
Fraunhofer IOSB ()
adaptive world modeling; web-based semantic learning; cognitive robotics; knowledge transfer

Abstract
This contribution proposes web-based concept completion, an approach for enriching concept descriptions created from observations with additional semantic information. The proposed methods are designed as an extension to the Object-Oriented World Model (OOWM), a system for environment representation in cognitive systems using semantic knowledge captured in a domain model. An adaptive version of the OOWM allows extending the domain model with new concept descriptions created from observations. Such sensor observations yet only provide the perceptual information part of a concept description and lack semantic information. To this end, this contribution is concerned with selecting and integrating suitable resources readily available from the World Wide Web into a demonstrator for concept completion.

: http://publica.fraunhofer.de/dokumente/N-352638.html