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| Paper Abstract and Keywords | ||
| Presentation | 2012-05-23 13:00 Estimation of emotions based on keystroke dynamics when typing diary Keiko Yamamoto, Kohei Hashimoto, Itaru Kuramoto, Yoshihiro Tsujino (KIT)  HCS2012-29 HIP2012-29 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | In creative activities, creators concentrate on their targets. They have lost opportunities to impart useful information in subsequent activities. This causes PVR (Post-Valued Recall). 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 as data when he or she write a diary, the metadata is useful when looking back after. However, it is difficult to impart emotions to a diary intentionally considering 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) |
| (in English) | PVR / re-finding / diary / emotion estimation / keystroke dynamics / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 112, no. 46, HIP2012-29, pp. 211-216, May 2012. | |
| Paper # | HIP2012-29 | |
| Date of Issue | 2012-05-15 (HCS, HIP) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | HCS2012-29 HIP2012-29 |
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| Conference Information | |
| Committee | HCS HIP HI-SIGCOASTER |
| Conference Date | 2012-05-22 - 2012-05-23 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Communication Enhancing and Human Communications |
| Paper Information | |
| Registration To | HIP |
| Conference Code | 2012-05-HCS-HIP-SIGCE |
| Language | Japanese |
| 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 |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Keiko Yamamoto |
| 1st Author's Affiliation | Kyoto Institute of Technology (KIT) |
| 2nd Author's Name | Kohei Hashimoto |
| 2nd Author's Affiliation | Kyoto Institute of Technology (KIT) |
| 3rd Author's Name | Itaru Kuramoto |
| 3rd Author's Affiliation | Kyoto Institute of Technology (KIT) |
| 4th Author's Name | Yoshihiro Tsujino |
| 4th Author's Affiliation | Kyoto Institute of Technology (KIT) |
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| Speaker | Author-1 |
| Date Time | 2012-05-23 13:00:00 |
| Presentation Time | 25 minutes |
| Registration for | HIP |
| Paper # | HCS2012-29, HIP2012-29 |
| Volume (vol) | vol.112 |
| Number (no) | no.45(HCS), no.46(HIP) |
| Page | pp.211-216 |
| #Pages | 6 |
| Date of Issue | 2012-05-15 (HCS, HIP) |
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