| Presentation | 2012-06-29 Hot spot detection in multi-party conversation using laughing feature Kazutaka SHIMADA, Akihiro KUSUMOTO, Takahiko YOKOYAMA, Tsutomu ENDO, |
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| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we propose a method for hot spot detection in multi-party conversation. Detecting hot spots in conversation helps to recognize user's minds, and leads to the improvement of dialogue understanding. We focus on laughing of each user. We divide laughing situations into "internal" and "external". The "internal" and the "external" denote unprompted laughing and laughing that is caused by actions or utterances from other persons, respectively. Besides, we classify the power of laughing into "smile", "laugh" and "burst". We generate a classifier with these laughing features and basic features such as bag-of-words. We evaluate the proposed method with 10 dialogue sets. The experimental result shows the effectiveness of the proposed method with laughing features. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Multi-party conversation / Hot spot detection / Laughing feature |
| Paper # | NLC2012-7,PRMU2012-27 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2012/6/22(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Natural Language Understanding and Models of Communication (NLC) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Hot spot detection in multi-party conversation using laughing feature |
| Sub Title (in English) | |
| Keyword(1) | Multi-party conversation |
| Keyword(2) | Hot spot detection |
| Keyword(3) | Laughing feature |
| 1st Author's Name | Kazutaka SHIMADA |
| 1st Author's Affiliation | Department of Artificial Intelligence, Kyushu Institute of Technology() |
| 2nd Author's Name | Akihiro KUSUMOTO |
| 2nd Author's Affiliation | Department of Artificial Intelligence, Kyushu Institute of Technology |
| 3rd Author's Name | Takahiko YOKOYAMA |
| 3rd Author's Affiliation | Department of Artificial Intelligence, Kyushu Institute of Technology |
| 4th Author's Name | Tsutomu ENDO |
| 4th Author's Affiliation | Department of Artificial Intelligence, Kyushu Institute of Technology |
| Date | 2012-06-29 |
| Paper # | NLC2012-7,PRMU2012-27 |
| Volume (vol) | vol.112 |
| Number (no) | 110 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |