| Presentation | 2013-03-11 Estimation of emotion using several biological signals in the films viewing Takuya OTANI, Hiroaki KUDO, Tetsuya MATSUMOTO, Yoshinori TAKEUCHI, Noboru OHNISHI, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Recently, users are demanding to search using the feeling information. In this report, we attempt to estimate user's feelings by using the model which has "valence" axis and "arousal" axis and estimating the valence value and the arousal value by five kinds of biological signals obtained EEG, ECG, and skin conductance level. We estimated valence and arousal values by least squares method using subject's data for learning and separate one for test. As the result, the averages of estimation distribute similar to the result of the average value of scoring. Furthermore, the result of same estimation method with less kind of biological signals distribute different from the result of scoring. Thus we confirmed the validity of using several biological signals and possibility of better estimation. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | emotion estimation / biological signals / valence / arousal |
| Paper # | IMQ2012-39,IE2012-143,MVE2012-100,WIT2012-49 |
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| Conference Information | |
| Committee | MVE |
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| Conference Date | 2013/3/4(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
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| Vice Chair | |
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| Paper Information | |
| Registration To | Media Experience and Virtual Environment (MVE) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of emotion using several biological signals in the films viewing |
| Sub Title (in English) | |
| Keyword(1) | emotion estimation |
| Keyword(2) | biological signals |
| Keyword(3) | valence |
| Keyword(4) | arousal |
| 1st Author's Name | Takuya OTANI |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Hiroaki KUDO |
| 2nd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 3rd Author's Name | Tetsuya MATSUMOTO |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Yoshinori TAKEUCHI |
| 4th Author's Affiliation | Department of Information Systems, School of Informatics, Daido University |
| 5th Author's Name | Noboru OHNISHI |
| 5th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2013-03-11 |
| Paper # | IMQ2012-39,IE2012-143,MVE2012-100,WIT2012-49 |
| Volume (vol) | vol.112 |
| Number (no) | 474 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |