Presentation | 2013-06-14 Estimation of Subjective Impressions of Difficulty in Quiz Dialogue Mai OMURA, Kazutaka SHIMADA, |
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Abstract(in Japanese) | (See Japanese page) |
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. |
Keyword(in Japanese) | (See Japanese page) |
Keyword(in English) | Subjective impressions of difficulty / Quiz dialogue / Utterance / Silence / Overlap |
Paper # | TL2013-2,NLC2013-2 |
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Conference Information | |
Committee | TL |
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Conference Date | 2013/6/7(1days) |
Place (in Japanese) | (See Japanese page) |
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Topics (in Japanese) | (See Japanese page) |
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Paper Information | |
Registration To | Thought and Language (TL) |
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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 |
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