| IEICE Technical Committee Submission System Conference Paper's Information |
Online Proceedings [Sign in] Tech. Rep. Archives |
| Go Top Page | Go Previous | [Japanese] / [English] |
| Paper Abstract and Keywords | ||
| Presentation | 2017-11-15 16:30 [Poster Presentation] Implementation of Recognizing Indoor Activities Using Cloud Service for Machine Learning Kazunari Tamamizu, Seiji Sakakibara, Sachio Saiki, Masahide Nakamura (Kobe University), Kiyoshi Yasuda (Chiba Rosai Hospital)  IA2017-41 |
|
| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Online changing point detection of activities is needed to achieve automatically monitoring service for home elderly. In the previous study, we proposed the system that captures activities of the elderly using speech dialog by Virtual Agent based on environmental changes. Specifically, in this paper, we focus on auto activity recognition using machine learning on the proposed system and implement this subsystem using machine learning service on the cloud. Also, we collect sensor data and activity logs and execute machine learning to evaluate Auto Recognition accuracy. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | elderly care / home care / machine learning / activity recognition / cloud service / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 117, no. 299, IA2017-41, pp. 49-52, Nov. 2017. | |
| Paper # | IA2017-41 | |
| Date of Issue | 2017-11-08 (IA) | |
| 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 | IA2017-41 |
|
| Conference Information | |
| Committee | IA |
| Conference Date | 2017-11-15 - 2017-11-16 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | KMITL, Bangkok, Thailand |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | IA2017 - Workshop on Internet Architecture and Applications 2017 |
| Paper Information | |
| Registration To | IA |
| Conference Code | 2017-11-IA |
| Language | English |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Implementation of Recognizing Indoor Activities Using Cloud Service for Machine Learning |
| Sub Title (in English) | |
| Keyword(1) | elderly care |
| Keyword(2) | home care |
| Keyword(3) | machine learning |
| Keyword(4) | activity recognition |
| Keyword(5) | cloud service |
| Keyword(6) | |
| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Kazunari Tamamizu |
| 1st Author's Affiliation | Kobe University (Kobe University) |
| 2nd Author's Name | Seiji Sakakibara |
| 2nd Author's Affiliation | Kobe University (Kobe University) |
| 3rd Author's Name | Sachio Saiki |
| 3rd Author's Affiliation | Kobe University (Kobe University) |
| 4th Author's Name | Masahide Nakamura |
| 4th Author's Affiliation | Kobe University (Kobe University) |
| 5th Author's Name | Kiyoshi Yasuda |
| 5th Author's Affiliation | Chiba Rosai Hospital (Chiba Rosai Hospital) |
| 6th Author's Name | |
| 6th Author's Affiliation | () |
| 7th Author's Name | |
| 7th Author's Affiliation | () |
| 8th Author's Name | |
| 8th Author's Affiliation | () |
| 9th Author's Name | |
| 9th Author's Affiliation | () |
| 10th Author's Name | |
| 10th Author's Affiliation | () |
| 11th Author's Name | |
| 11th Author's Affiliation | () |
| 12th Author's Name | |
| 12th Author's Affiliation | () |
| 13th Author's Name | |
| 13th Author's Affiliation | () |
| 14th Author's Name | |
| 14th Author's Affiliation | () |
| 15th Author's Name | |
| 15th Author's Affiliation | () |
| 16th Author's Name | |
| 16th Author's Affiliation | () |
| 17th Author's Name | |
| 17th Author's Affiliation | () |
| 18th Author's Name | |
| 18th Author's Affiliation | () |
| Speaker | Author-1 |
| Date Time | 2017-11-15 16:30:00 |
| Presentation Time | 60 minutes |
| Registration for | IA |
| Paper # | IA2017-41 |
| Volume (vol) | vol.117 |
| Number (no) | no.299 |
| Page | pp.49-52 |
| #Pages | 4 |
| Date of Issue | 2017-11-08 (IA) |
[Return to Top Page]