| Presentation | 2007/7/17 Emotion Classification for Emotion Corpus Construction Mayu YAMAMOTO, Seiji TSUCHIYA, Shingo KUROIWA, Fuji REN, |
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| PDF Download Page | PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In this paper, we aim to develop Emotion corpus automatically using Naive Bayes Classifier. Emotion corpus is language data with emotion tags. Language data is the corpus which made by the sentences that we collected from web. Emotion tag stands for emotion of the people who wrote the sentences at the time. At first, we put emotion tags on the language data we collected. Next,we classify the language data using the Naive Bayes Classifier based on this data set, and I confirm the effectiveness of the method. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Emotion Corpus / Naive Bayes Classifier / Automatic classification |
| Paper # | NLC2007-6 |
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| Conference Information | |
| Committee | NLC |
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| Conference Date | 2007/7/17(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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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) | Emotion Classification for Emotion Corpus Construction |
| Sub Title (in English) | |
| Keyword(1) | Emotion Corpus |
| Keyword(2) | Naive Bayes Classifier |
| Keyword(3) | Automatic classification |
| 1st Author's Name | Mayu YAMAMOTO |
| 1st Author's Affiliation | Graduate School of Advanced Technology and Science, The University of Tokushima() |
| 2nd Author's Name | Seiji TSUCHIYA |
| 2nd Author's Affiliation | Institute of Technology and Science, The University of Tokushima |
| 3rd Author's Name | Shingo KUROIWA |
| 3rd Author's Affiliation | Institute of Technology and Science, The University of Tokushima |
| 4th Author's Name | Fuji REN |
| 4th Author's Affiliation | Institute of Technology and Science, The University of Tokushima |
| Date | 2007/7/17 |
| Paper # | NLC2007-6 |
| Volume (vol) | vol.107 |
| Number (no) | 158 |
| Page | pp.pp.- |
| #Pages | 5 |
| Date of Issue | |