| Presentation | 2012-05-23 Estimation of emotions based on keystroke dynamics when typing diary Keiko YAMAMOTO, Kohei HASHIMOTO, Itaru KURAMOTO, Yoshihiro TSUJINO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In creative activities, creators concentrate on their targets. They have lost opportunities to impart useful information in subsequent activities. This causes the PVR (Post-Valued Recall) problem. In order to solve this problem, it is necessary to build an effective interface to re-find their productions. Moreover, the interface should be able to enrich the information in an active process so as not to interfere with the creative activity itself. In a diary, which is a record of personal activities, if a writer can impart his or her own emotions when he or she write a diary, the emotion is useful when looking back after. However, it is difficult to impart emotions to a diary intentionally because of the nature of emotion. In this paper, the authors propose a method for the estimation of emotions based on keystroke dynamics when typing diary. As the result of evaluation, sadness can be estimated with an accuracy of about 70% out of four emotions: joy, sadness, anger, give-up. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | PVR / re-finding / diary / emotion estimation / keystroke dynamics |
| Paper # | HCS2012-29,HIP2012-29 |
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| Conference Information | |
| Committee | HCS |
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| Conference Date | 2012/5/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Human Communication Science (HCS) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Estimation of emotions based on keystroke dynamics when typing diary |
| Sub Title (in English) | |
| Keyword(1) | PVR |
| Keyword(2) | re-finding |
| Keyword(3) | diary |
| Keyword(4) | emotion estimation |
| Keyword(5) | keystroke dynamics |
| 1st Author's Name | Keiko YAMAMOTO |
| 1st Author's Affiliation | Kyoto Institute of Technology() |
| 2nd Author's Name | Kohei HASHIMOTO |
| 2nd Author's Affiliation | Kyoto Institute of Technology |
| 3rd Author's Name | Itaru KURAMOTO |
| 3rd Author's Affiliation | Kyoto Institute of Technology |
| 4th Author's Name | Yoshihiro TSUJINO |
| 4th Author's Affiliation | Kyoto Institute of Technology |
| Date | 2012-05-23 |
| Paper # | HCS2012-29,HIP2012-29 |
| Volume (vol) | vol.112 |
| Number (no) | 45 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |