LiU Electronic Press
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Author:
Eliasson, Karolina (Linköping University, Department of Computer and Information Science, CASL - Cognitive Autonomous Systems Laboratory) (Linköping University, The Institute of Technology)
Title:
A case-based approach to dialogue systems
Department:
Linköping University, Department of Computer and Information Science, CASL - Cognitive Autonomous Systems Laboratory
Linköping University, The Institute of Technology
Publication type:
Article in journal (Refereed)
Language:
English
Publisher: Taylor & Francis
Status:
Published
In:
Journal of experimental and theoretical artificial intelligence (Print)(ISSN 0952-813X)(EISSN 1362-3079)
Volume:
22
Issue:
1
Pages:
23-51
Year of publ.:
2010
URI:
urn:nbn:se:liu:diva-54258
Permanent link:
http://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-54258
ISI:
000274673700002
Subject category:
Medical and Health Sciences
SVEP category:
MEDICINE
Keywords(en) :
case-based reasoning, case-based planning, dialogue manager, learning from analogy
Abstract(en) :

We describe an approach to integrate dialogue management, machine-learning and action planning in a system for dialogue between a human and a robot. Case-based techniques are used because they permit life-long learning from experience and demand little prior knowledge and few static hand-written structures. This approach has been developed through the work on an experimental dialogue system, called CEDERIC, that is connected to an unmanned aerial vehicle (UAV). A single case base and case-based reasoning engine is used both for understanding and for planning actions by the UAV. Dialogue experiments both with experienced and novice users, where the users have solved tasks by dialogue with this system, showed very adequate success rates.

Available from:
2010-03-05
Created:
2010-03-05
Last updated:
2011-02-24
Statistics:
24 hits