Dialogue Act Recognition with Bayesian Networks for Dutch Dialogues

K. Jokinen (Editor), S. Keizer, S. McRoy (Editor), Hendrikus J.A. op den Akker, Antinus Nijholt

Abstract

This paper presents work on using Bayesian networks for the dialogue act recognition module of a dialogue system for Dutch dialogues. The Bayesian networks can be constructed from the data in an annotated dialogue corpus. For two series of experiments - using different corpora but the same annotation scheme - recognition results are presented and evaluated.
Original languageUndefined
Pages88-94
Number of pages7
DOIs
StatePublished - 11 Jul 2002

Fingerprint

Bayesian networks
Experiments

Keywords

  • EWI-9954
  • HMI-MI: MULTIMODAL INTERACTIONS
  • IR-67141

Cite this

Jokinen, K. (Editor); Keizer, S.; McRoy, S. (Editor); op den Akker, Hendrikus J.A.; Nijholt, Antinus / Dialogue Act Recognition with Bayesian Networks for Dutch Dialogues.

2002. 88-94.

Research output: Scientific - peer-reviewPaper

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title = "Dialogue Act Recognition with Bayesian Networks for Dutch Dialogues",
abstract = "This paper presents work on using Bayesian networks for the dialogue act recognition module of a dialogue system for Dutch dialogues. The Bayesian networks can be constructed from the data in an annotated dialogue corpus. For two series of experiments - using different corpora but the same annotation scheme - recognition results are presented and evaluated.",
keywords = "EWI-9954, HMI-MI: MULTIMODAL INTERACTIONS, IR-67141",
author = "K. Jokinen and S. Keizer and S. McRoy and {op den Akker}, {Hendrikus J.A.} and Antinus Nijholt",
year = "2002",
month = "7",
doi = "10.3115/1118121.1118134",
pages = "88--94",

}

Dialogue Act Recognition with Bayesian Networks for Dutch Dialogues. / Jokinen, K. (Editor); Keizer, S.; McRoy, S. (Editor); op den Akker, Hendrikus J.A.; Nijholt, Antinus.

2002. 88-94.

Research output: Scientific - peer-reviewPaper

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AB - This paper presents work on using Bayesian networks for the dialogue act recognition module of a dialogue system for Dutch dialogues. The Bayesian networks can be constructed from the data in an annotated dialogue corpus. For two series of experiments - using different corpora but the same annotation scheme - recognition results are presented and evaluated.

KW - EWI-9954

KW - HMI-MI: MULTIMODAL INTERACTIONS

KW - IR-67141

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