Wizard of Oz method for learning dialog agents

Masayuki Okamoto, Yeonsoo Yang, Toru Ishida

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Abstract

This paper describes a framework to construct interface agents with example dialogs based on the tasks by the machine learning technology. The Wizard of Oz method is used to collect example dialogs, and a finite state machine-based model is used for the dialog model. We implemented a Web-based system which includes these functions, and empirically examined the system which treats with a guide task in Kyoto through the experimental use.

Original languageEnglish
Title of host publicationCooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings
EditorsFranco Zambonelli, Matthias Klusch
PublisherSpringer-Verlag
Pages20-25
Number of pages6
ISBN (Electronic)3540425454, 9783540425458
Publication statusPublished - 2001 Jan 1
Externally publishedYes
Event5th International Workshop on Cooperative Information Agents, CIA 2001 - Modena, Italy
Duration: 2001 Sep 62001 Sep 8

Publication series

NameLecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
Volume2182
ISSN (Print)0302-9743

Conference

Conference5th International Workshop on Cooperative Information Agents, CIA 2001
CountryItaly
CityModena
Period01/9/601/9/8

Fingerprint

Finite automata
Learning systems
Web-based System
State Machine
Machine Learning
Model
Learning
Dialogue
Framework

ASJC Scopus subject areas

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Okamoto, M., Yang, Y., & Ishida, T. (2001). Wizard of Oz method for learning dialog agents. In F. Zambonelli, & M. Klusch (Eds.), Cooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings (pp. 20-25). (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 2182). Springer-Verlag.

Wizard of Oz method for learning dialog agents. / Okamoto, Masayuki; Yang, Yeonsoo; Ishida, Toru.

Cooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings. ed. / Franco Zambonelli; Matthias Klusch. Springer-Verlag, 2001. p. 20-25 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 2182).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Okamoto, M, Yang, Y & Ishida, T 2001, Wizard of Oz method for learning dialog agents. in F Zambonelli & M Klusch (eds), Cooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), vol. 2182, Springer-Verlag, pp. 20-25, 5th International Workshop on Cooperative Information Agents, CIA 2001, Modena, Italy, 01/9/6.
Okamoto M, Yang Y, Ishida T. Wizard of Oz method for learning dialog agents. In Zambonelli F, Klusch M, editors, Cooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings. Springer-Verlag. 2001. p. 20-25. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)).
Okamoto, Masayuki ; Yang, Yeonsoo ; Ishida, Toru. / Wizard of Oz method for learning dialog agents. Cooperative Information Agents V - 5th International Workshop, CIA 2001, Proceedings. editor / Franco Zambonelli ; Matthias Klusch. Springer-Verlag, 2001. pp. 20-25 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)).
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