| Presentation | 2019-03-15 Discussion on Improvement of Determination of Keystroke-Finger for Touch-Typing Training System Yasuo Miyoshi, Kohei Onishi, Tomoya Shibazaki, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Most existing touch-typing training systems can judge which key was pushed, but cannot judge which finger pushed the key. We think that the acquisition of a proper typing form is important to learn a typing skill. Therefore we are developing a new touch-typing training system that can determine which finger pushed. We use technique of a machine learning for determining the keystroke-finger, but we have problems with an accuracy. In this paper, we report the results that we discussed for improving the accuracy of determination. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Typing Learning / Touch-Typing / Skill / Machine Learning / Convolutional Neural Network |
| Paper # | ET2018-109 |
| Date of Issue | 2019-03-08 (ET) |
| Conference Information | |
| Committee | ET |
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| Conference Date | 2019/3/15(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Naruto University of Education |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IoT & Education/Learning Support, etc. |
| Chair | Yozo Miyadera(Tokyo Gakugei Univ.) |
| Vice Chair | Ryo Takaoka(Yamaguchi Univ.) |
| Secretary | Ryo Takaoka(Open Univ. of Japan) |
| Assistant | Megumi Kurayama(National Inst. of Tech., Hakodate College) / Masaru Okamoto(Hiroshima City Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Educational Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Discussion on Improvement of Determination of Keystroke-Finger for Touch-Typing Training System |
| Sub Title (in English) | |
| Keyword(1) | Typing Learning |
| Keyword(2) | Touch-Typing |
| Keyword(3) | Skill |
| Keyword(4) | Machine Learning |
| Keyword(5) | Convolutional Neural Network |
| 1st Author's Name | Yasuo Miyoshi |
| 1st Author's Affiliation | Kochi University(Kochi Univ.) |
| 2nd Author's Name | Kohei Onishi |
| 2nd Author's Affiliation | Kochi University(Kochi Univ.) |
| 3rd Author's Name | Tomoya Shibazaki |
| 3rd Author's Affiliation | Kochi University(Kochi Univ.) |
| Date | 2019-03-15 |
| Paper # | ET2018-109 |
| Volume (vol) | vol.118 |
| Number (no) | ET-510 |
| Page | pp.pp.125-130(ET), |
| #Pages | 6 |
| Date of Issue | 2019-03-08 (ET) |