DocumentCode :
2582681
Title :
Desiging robot services with ontology and learning
Author :
Lee, Chiung-Hon Leon ; Liu, Alan
Author_Institution :
Dept. of Comput. Sci. & Inf., Eng., Nanhua Univ., Chiayi, Taiwan
fYear :
2009
fDate :
11-14 Oct. 2009
Firstpage :
795
Lastpage :
800
Abstract :
Considering user preferences in defining robot services is important. How to interact with service robots varies from user to user, and providing a user friendly way for the users to interact with robots becomes necessary since the users are usually non-technical people when dealing with service robots. This article focuses on defining robot services that can suit user´s preferences. Service robots are typically designed to provide one set of services not targeted to a particular user. However, ways of controlling robots may differ depending on users. Learning from past experiences enables a robot to adapt to the user´s specific needs and interacting style. In this research, we use ontology as the design tool for defining robot services and uses case-based reasoning as a means of learning in storing previous interaction experiences as cases. These cases are reused the next time when similar requests are made.
Keywords :
learning (artificial intelligence); ontologies (artificial intelligence); service robots; case-based reasoning; learning; ontology; service robots; user friendliness; user preferences; Cybernetics; Human robot interaction; Intelligent networks; Intelligent robots; Intelligent systems; Multiagent systems; Ontologies; Robot kinematics; Service robots; Smart homes; case-based reasoning; learning; ontology; service robots; user preferences;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Systems, Man and Cybernetics, 2009. SMC 2009. IEEE International Conference on
Conference_Location :
San Antonio, TX
ISSN :
1062-922X
Print_ISBN :
978-1-4244-2793-2
Electronic_ISBN :
1062-922X
Type :
conf
DOI :
10.1109/ICSMC.2009.5346946
Filename :
5346946
Link To Document :
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