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Authors: Juan Manuel Lucas-Cuesta 1 ; Javier Ferreiros 1 ; Asier Aztiria 2 ; Juan Carlos Augusto 3 and Michael McTear 3

Affiliations: 1 Speech Technology Group, Universidad Politécnica de Madrid, Spain ; 2 University of Mondragon, Spain ; 3 School of Computing and Mathematics, University of Ulster at Jordanstown, United Kingdom

Keyword(s): Spoken dialogue systems, Autonomous preference learning, User feedback, Human-computer interaction.

Related Ontology Subjects/Areas/Topics: Agents ; Ambient Intelligence ; Applications ; Artificial Intelligence ; Autonomous Systems ; Conversational Agents ; Enterprise Information Systems ; Human-Computer Interaction ; Intelligent User Interfaces ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Natural Language Processing ; Pattern Recognition ; Symbolic Systems

Abstract: We present an enhanced method for user feedback in an autonomous learning system that includes a spoken dialogue system to manage the interactions between the users and the system. By means of a rule-based natural language understanding module and a state-based dialogue manager we allow the users to update the preferences learnt by the system from the data obtained from different sensors. The design of the dialogue together with the storage of context information (the previous dialogue turns and the current state of the dialogue) ensures highly natural interactions, reducing the number of dialogue turns and making it possible to use complex linguistic constructions instead of isolated commands.

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Paper citation in several formats:
Manuel Lucas-Cuesta, J.; Ferreiros, J.; Aztiria, A.; Augusto, J. and McTear, M. (2010). DIALOGUE-BASED MANAGEMENT OF USER FEEDBACK IN AN AUTONOMOUS PREFERENCE LEARNING SYSTEM. In Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-674-021-4; ISSN 2184-433X, SciTePress, pages 330-336. DOI: 10.5220/0002732403300336

@conference{icaart10,
author={Juan {Manuel Lucas{-}Cuesta}. and Javier Ferreiros. and Asier Aztiria. and Juan Carlos Augusto. and Michael McTear.},
title={DIALOGUE-BASED MANAGEMENT OF USER FEEDBACK IN AN AUTONOMOUS PREFERENCE LEARNING SYSTEM},
booktitle={Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2010},
pages={330-336},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002732403300336},
isbn={978-989-674-021-4},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 2nd International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - DIALOGUE-BASED MANAGEMENT OF USER FEEDBACK IN AN AUTONOMOUS PREFERENCE LEARNING SYSTEM
SN - 978-989-674-021-4
IS - 2184-433X
AU - Manuel Lucas-Cuesta, J.
AU - Ferreiros, J.
AU - Aztiria, A.
AU - Augusto, J.
AU - McTear, M.
PY - 2010
SP - 330
EP - 336
DO - 10.5220/0002732403300336
PB - SciTePress

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