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| Presentation | 2016-01-29 14:20 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 (Kobe Univ.), Kiyoshi Yasuda (Chiba Rosai Hospital)  ASN2015-93 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (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 and corresponding 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. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Dementia / Home Care / Anomaly Detection / Web Service / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 115, no. 437, ASN2015-93, pp. 81-86, Jan. 2016. | |
| Paper # | ASN2015-93 | |
| Date of Issue | 2016-01-21 (ASN) | |
| ISSN | Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 | |
| Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) | |
| Download PDF | ASN2015-93 |
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| Conference Information | |
| Committee | MICT ASN MoNA |
| Conference Date | 2016-01-28 - 2016-01-29 |
| 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 |
| Paper Information | |
| Registration To | ASN |
| Conference Code | 2016-01-MICT-ASN-MoNA |
| Language | Japanese |
| 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 |
| Keyword(5) | |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 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) |
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| Speaker | Author-1 |
| Date Time | 2016-01-29 14:20:00 |
| Presentation Time | 25 minutes |
| Registration for | ASN |
| Paper # | ASN2015-93 |
| Volume (vol) | vol.115 |
| Number (no) | no.437 |
| Page | pp.81-86 |
| #Pages | 6 |
| Date of Issue | 2016-01-21 (ASN) |
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