Dialogue-Based Management of User Feedback in an Autonomous Preference Learning System

Lucas Cuesta, Juan Manuel and Ferreiros López, Javier and Aztiria, Asier and Augusto, Juan Carlos and McTear, Michael (2010). Dialogue-Based Management of User Feedback in an Autonomous Preference Learning System. In: "2nd International Conference on Agents and Artificial Intelligence (ICAART 2010)", 22/01/2010 - 24/01/2010, Valencia, España. ISBN 978-3-642-19890-8.

Description

Title: Dialogue-Based Management of User Feedback in an Autonomous Preference Learning System
Author/s:
  • Lucas Cuesta, Juan Manuel
  • Ferreiros López, Javier
  • Aztiria, Asier
  • Augusto, Juan Carlos
  • McTear, Michael
Item Type: Presentation at Congress or Conference (Article)
Event Title: 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010)
Event Dates: 22/01/2010 - 24/01/2010
Event Location: Valencia, España
Title of Book: Proceedings of the 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010)
Date: 2010
ISBN: 978-3-642-19890-8
Subjects:
Freetext Keywords: Spoken dialogue systems, Autonomous preference learning, User feedback, Human-computer interaction
Faculty: E.T.S.I. Telecomunicación (UPM)
Department: Ingeniería Electrónica
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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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.

More information

Item ID: 7442
DC Identifier: http://oa.upm.es/7442/
OAI Identifier: oai:oa.upm.es:7442
Official URL: http://www.icaart.org/ICAART2010/index.htm
Deposited by: Memoria Investigacion
Deposited on: 10 Jun 2011 09:49
Last Modified: 20 Apr 2016 16:33
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