| Presentation | 2021-05-10 Branch Analysis of the Random Forest for Recognition of Car Motion Sickness from Eyesight Features Shohta Okuyama, Jun Toyotani, Yuto Omae, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Some people who get motion sickness only when they are riding without driving. One of the causes of motion sickness in the same vehicle environment is line-of-sight movement. In other words, it means that it is possible to suppress motion sickness by correcting the line-of-sight movement. Therefore, we focused only movement of the human viewpoint. Next, we constructed a model that automatically determines whether people who are get motion sickness or who don’t by the random forest, using the line-of-sight movement data during the experiment. And, we clarified what kind of line-of-sight movement causes motion sickness by investigation of model’s structure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Motion sickness / Line-of-sight trend / Random forest / Branch Analysis |
| Paper # | LOIS2021-5 |
| Date of Issue | 2021-05-03 (LOIS) |
| Conference Information | |
| Committee | LOIS / IPSJ-SPT / IPSJ-GN |
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| Conference Date | 2021/5/10(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Toru Kobayashi(Nagasaki Univ.) / 金岡 晃(東邦大) / 斉藤 典明(東京通信大) |
| Vice Chair | Hiroyuki Toda(NTT) |
| Secretary | Hiroyuki Toda(NTT) / (Nagasaki Univ.) / (DataSign) |
| Assistant | Shigeru Fujimura(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Life Intelligence and Office Information Systems / Special Interest Group on Security Psychology and Trust / Special Interest Group on Groupware and Network Services |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Branch Analysis of the Random Forest for Recognition of Car Motion Sickness from Eyesight Features |
| Sub Title (in English) | |
| Keyword(1) | Motion sickness |
| Keyword(2) | Line-of-sight trend |
| Keyword(3) | Random forest |
| Keyword(4) | Branch Analysis |
| 1st Author's Name | Shohta Okuyama |
| 1st Author's Affiliation | College of Industrial Technology, Nihon University(NU) |
| 2nd Author's Name | Jun Toyotani |
| 2nd Author's Affiliation | College of Industrial Technology, Nihon University(NU) |
| 3rd Author's Name | Yuto Omae |
| 3rd Author's Affiliation | College of Industrial Technology, Nihon University(NU) |
| Date | 2021-05-10 |
| Paper # | LOIS2021-5 |
| Volume (vol) | vol.121 |
| Number (no) | LOIS-12 |
| Page | pp.pp.25-30(LOIS), |
| #Pages | 6 |
| Date of Issue | 2021-05-03 (LOIS) |