| Presentation | 2016-01-29 Anomaly Detection and Support Service for Home Demetia Care Based on Environmental Sensing Kazunari Tamamizu, Seiki Tokunaga, Hiroyasu Horiuchi, Shinsuke Matsumoto, Sachio Saiki, Masahide Nakamura, Kiyoshi Yasuda, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The elderly monitoring system is one of promising systems to support the home care of people with dementia. In the previous systems, however, the personal adaptation is difficult and the correspondence is limited to alerts to human users. To achieve more personalized home care for people with dementia, our research group studies environmental sensing with IoT to measure various values within the house. In this paper, we especially focus on anomaly detection andcorresponding care, and propose a service that allows individual users to customize definition of anomaly and corresponding actions. Specifically, borrowing a mechanism of context-aware services, we regard every anomaly observed within the house as a context. We then define every care as an action bound to an anomaly context, which achieve personalized anomaly detection and correspondence. To demonstrate the feasibility, we implement a prototype system and conduct a practical case study. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Dementia / Home Care / Anomaly Detection / Web Service |
| Paper # | ASN2015-93 |
| Date of Issue | 2016-01-21 (ASN) |
| Conference Information | |
| Committee | MICT / ASN / MoNA |
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| Conference Date | 2016/1/28(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hotel Okada |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Ambient intelligence, ICT for Medical, Healthcare and Sports, etc |
| Chair | Ryuji Kohno(Yokohama National Univ.) / Hiroshi Tohjo(NTT) / Hiroaki Morino(Shibaura Inst. of Tech.) |
| Vice Chair | Masaru Sugimachi(National Cerebral and Cardiovascular Center) / Takahiro Aoyagi(Tokyo Inst. of Tech.) / Hiroo Sekiya(Chiba Univ.) / Hiraku Okada(Nagoya Univ.) / Kiyohito Yoshihara(KDDI R&D Labs.) / Ryoichi Shinkuma(Kyoto Univ.) |
| Secretary | Masaru Sugimachi(NICT) / Takahiro Aoyagi(Nagoya Inst. of Tech.) / Hiroo Sekiya(Kanagawa Inst. of Tech.) / Hiraku Okada(NTT) / Kiyohito Yoshihara(KDDI R&D Labs.) / Ryoichi Shinkuma(Kumamoto Univ.) |
| Assistant | Kohei Ohno(Meiji Univ.) / Keisuke Shima(Yokohama National Univ.) / Tomoko Tateyama(Ritsumeikan Univ.) / Yuichi Igarashi(Hitachi) / Katsuhiro Naito(Aichi Inst. of Tech.) / Kiyohiko Hattori(NICT) / Hiroshi Fujita(Fujitsu Labs.) / Takuro Yonezawa(Keio Univ.) / Yoshifumi Morihiro(NTT DoCoMo) / Hisashi Kurasawa(NTT) / Makoto Suzuki(Univ. of Tokyo) |
| Paper Information | |
| Registration To | Technical Committee on Healthcare and Medical Information Communication Technology / Technical Committee on Ambient intelligence and Sensor Networks / Technical Committee on Mobile Network and Applications |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Anomaly Detection and Support Service for Home Demetia Care Based on Environmental Sensing |
| Sub Title (in English) | |
| Keyword(1) | Dementia |
| Keyword(2) | Home Care |
| Keyword(3) | Anomaly Detection |
| Keyword(4) | Web Service |
| 1st Author's Name | Kazunari Tamamizu |
| 1st Author's Affiliation | Kobe University(Kobe Univ.) |
| 2nd Author's Name | Seiki Tokunaga |
| 2nd Author's Affiliation | Kobe University(Kobe Univ.) |
| 3rd Author's Name | Hiroyasu Horiuchi |
| 3rd Author's Affiliation | Kobe University(Kobe Univ.) |
| 4th Author's Name | Shinsuke Matsumoto |
| 4th Author's Affiliation | Kobe University(Kobe Univ.) |
| 5th Author's Name | Sachio Saiki |
| 5th Author's Affiliation | Kobe University(Kobe Univ.) |
| 6th Author's Name | Masahide Nakamura |
| 6th Author's Affiliation | Kobe University(Kobe Univ.) |
| 7th Author's Name | Kiyoshi Yasuda |
| 7th Author's Affiliation | Chiba Rosai Hospital(Chiba Rosai Hospital) |
| Date | 2016-01-29 |
| Paper # | ASN2015-93 |
| Volume (vol) | vol.115 |
| Number (no) | ASN-437 |
| Page | pp.pp.81-86(ASN), |
| #Pages | 6 |
| Date of Issue | 2016-01-21 (ASN) |