Presentation 2013-06-14
Estimation of Subjective Impressions of Difficulty in Quiz Dialogue
Mai OMURA, Kazutaka SHIMADA,
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Abstract(in English) In this paper, we propose a method for estimating subjective impressions of difficulty in quiz dialogue. The quiz dialogue consists of utterances from three persons. Our method applies three features, utterance, silence and overlap features, to machine learning. The utterance feature set consists of length of each utterance, the number of morphemes and so on. The silence and overlap feature sets also include the similar features to the utterance feature. We select appropriate features from them, and apply the selected features to C4.5 and SVM. In the experiment, C4.5 with the selected features produced the best performance in them.
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Keyword(in English) Subjective impressions of difficulty / Quiz dialogue / Utterance / Silence / Overlap
Paper # TL2013-2,NLC2013-2
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Committee TL
Conference Date 2013/6/7(1days)
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Registration To Thought and Language (TL)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Estimation of Subjective Impressions of Difficulty in Quiz Dialogue
Sub Title (in English)
Keyword(1) Subjective impressions of difficulty
Keyword(2) Quiz dialogue
Keyword(3) Utterance
Keyword(4) Silence
Keyword(5) Overlap
1st Author's Name Mai OMURA
1st Author's Affiliation Dapartment of Artificial Intelligence, Kyushu Institute of Technology()
2nd Author's Name Kazutaka SHIMADA
2nd Author's Affiliation Dapartment of Artificial Intelligence, Kyushu Institute of Technology
Date 2013-06-14
Paper # TL2013-2,NLC2013-2
Volume (vol) vol.113
Number (no) 82
Page pp.pp.-
#Pages 6
Date of Issue