| Presentation | 2018-01-18 Development and evaluation of central fatigue estimation technology for labor management service Naoki Asanoma, Akihiro Chiba, Kazuhiro Yoshida, Tomohiro Yamada, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | To produce a labor management service to prevent accidents in work environment, we developed a technique to estimate central fatigue in real time using heart rate data acquired from wearable sensors. Experimental data of the task is required in advance in the practical application of the technology. Since the amount of experimental data that can be acquired is limited, the fatigue estimation is performed using learning data for a number of users similar to the estimation target selected from preliminary learning data. We confirm that the technology can continuously acquire drivers' fatigue state during work by evaluation experiments of bus driving. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | central fatigue / heart rate variability / regression analysis / critical flicker frequency / labor management |
| Paper # | ICM2017-37,LOIS2017-53 |
| Date of Issue | 2018-01-11 (ICM, LOIS) |
| Conference Information | |
| Committee | LOIS / ICM |
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| Conference Date | 2018/1/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Sojo University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Practical Use of Lifelog, Office Information System, Business Management, etc. |
| Chair | Hiroyuki Nishi(Sojo Univ.) / Toshio Tonouchi(NEC) |
| Vice Chair | Tomohiro Yamada(NTT) / Yuji Nomura(Fujitsu Labs.) / Yoichi Yamashita(NTT-N) |
| Secretary | Tomohiro Yamada(Nagasaki Univ.) / Yuji Nomura(NTT) / Yoichi Yamashita(Fujitsu) |
| Assistant | Motoi Okamoto(Research Organization of Information and Systems) / Haruo Ooishi(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Technical Committee on Information and Communication Management |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Development and evaluation of central fatigue estimation technology for labor management service |
| Sub Title (in English) | |
| Keyword(1) | central fatigue |
| Keyword(2) | heart rate variability |
| Keyword(3) | regression analysis |
| Keyword(4) | critical flicker frequency |
| Keyword(5) | labor management |
| 1st Author's Name | Naoki Asanoma |
| 1st Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 2nd Author's Name | Akihiro Chiba |
| 2nd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 3rd Author's Name | Kazuhiro Yoshida |
| 3rd Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| 4th Author's Name | Tomohiro Yamada |
| 4th Author's Affiliation | Nippon Telegraph and Telephone Corporation(NTT) |
| Date | 2018-01-18 |
| Paper # | ICM2017-37,LOIS2017-53 |
| Volume (vol) | vol.117 |
| Number (no) | ICM-388,LOIS-389 |
| Page | pp.pp.25-30(ICM), pp.25-30(LOIS), |
| #Pages | 6 |
| Date of Issue | 2018-01-11 (ICM, LOIS) |