| Presentation | 2021-03-05 Research on understanding cleaning behavior using wearable sensors for cooperative behavior navigation Yuki Takegami, Mutsuo Sano, Sho Ooi, Mayumi Nakagawa, Hiromi Kado, Kyoko Sakai, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | People with brain injury and with developmental disabilities are not good at communicating with people, have difficulty finding employment. In addition, even after getting a job, their people leave their jobs due to communication problems. Our project is working on the development of a navigation system that allows training communication during collaborative work for people with brain injury and with developmental disabilities. The aim of this study to recognize work behavior in order to realize communication support during collaborative work. Specifically, this study obtained behavior information using wearable sensors because it is to reduce the burden on the user, recognized seven pattern behaviors using a support vector machine (SVM). As a result, the average accuracy of behaviors was 57.2 percent. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Cognitive impairment / Developmental disability / Employment support / Sensing / Communication support |
| Paper # | WIT2020-33 |
| Date of Issue | 2021-02-26 (WIT) |
| Conference Information | |
| Committee | WIT / IPSJ-AAC |
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| Conference Date | 2021/3/5(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Daisuke Wakatsuki(Tsukuba Univ. of Tech.) / 澤田 秀之(早大) |
| Vice Chair | Shinji Sakou(Nagoya Inst. of Tech.) |
| Secretary | Shinji Sakou(Saitama Industrial Tech. Center) / (Teikyo Univ.) |
| Assistant | Manabi Miyagi(Tsukuba Univ. of Tech.) / Minako Hosono(AIST) / Aki Sugano(Nagoya Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Well-being Information Technology / Special Interest Group on Assistive & Accessible Computin |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Research on understanding cleaning behavior using wearable sensors for cooperative behavior navigation |
| Sub Title (in English) | |
| Keyword(1) | Cognitive impairment |
| Keyword(2) | Developmental disability |
| Keyword(3) | Employment support |
| Keyword(4) | Sensing |
| Keyword(5) | Communication support |
| 1st Author's Name | Yuki Takegami |
| 1st Author's Affiliation | Osaka Institute of Technology(OIT) |
| 2nd Author's Name | Mutsuo Sano |
| 2nd Author's Affiliation | Osaka Institute of Technology(OIT) |
| 3rd Author's Name | Sho Ooi |
| 3rd Author's Affiliation | Ritsumeikan University(Rits Univ.) |
| 4th Author's Name | Mayumi Nakagawa |
| 4th Author's Affiliation | Osaka City Vocational Rehabilitation and Self-Independence Encouragement Network(V-SIEN) |
| 5th Author's Name | Hiromi Kado |
| 5th Author's Affiliation | Osaka City Vocational Rehabilitation and Self-Independence Encouragement Network(V-SIEN) |
| 6th Author's Name | Kyoko Sakai |
| 6th Author's Affiliation | Osaka City Vocational Rehabilitation and Self-Independence Encouragement Network(V-SIEN) |
| Date | 2021-03-05 |
| Paper # | WIT2020-33 |
| Volume (vol) | vol.120 |
| Number (no) | WIT-419 |
| Page | pp.pp.20-25(WIT), |
| #Pages | 6 |
| Date of Issue | 2021-02-26 (WIT) |