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| Presentation | 2014-03-06 11:40 An Estimation Method and Its Evaluation of Human Action using Multiple Sensors in Portable Devices and Knowledge Processing Ayaka Suzuki, Toru Abe, Takuo Suganuma (Tohoku Univ.)  IN2013-158 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | Existing estimation techniques of human action have some problems such as high installation costs of sensors and restriction of user's daily life. To solve these problems, we propose an estimation method of human action by using a portable device such as a smartphone. Our proposed method estimates basic action based on various kinds of sensor data collected by multiple sensors in the portable device. The proposed method utilizes knowledge base including action time and location to enhance estimation accuracy by combining the knowledge processing and sensor data. In this paper, we explain the detailed design of our estimation method and its implementation. We also carry out its experimentation to confirm effectiveness of our proposed estimation method. |
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| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | Portable device / Sensors / Estimation of human action / Machine learning / Knowledge processing / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 113, no. 473, IN2013-158, pp. 89-94, March 2014. | |
| Paper # | IN2013-158 | |
| Date of Issue | 2014-02-27 (IN) | |
| 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 | IN2013-158 |
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| Conference Information | |
| Committee | NS IN |
| Conference Date | 2014-03-06 - 2014-03-07 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Miyazaki Seagia |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | General |
| Paper Information | |
| Registration To | IN |
| Conference Code | 2014-03-NS-IN |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | An Estimation Method and Its Evaluation of Human Action using Multiple Sensors in Portable Devices and Knowledge Processing |
| Sub Title (in English) | |
| Keyword(1) | Portable device |
| Keyword(2) | Sensors |
| Keyword(3) | Estimation of human action |
| Keyword(4) | Machine learning |
| Keyword(5) | Knowledge processing |
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| Keyword(7) | |
| Keyword(8) | |
| 1st Author's Name | Ayaka Suzuki |
| 1st Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 2nd Author's Name | Toru Abe |
| 2nd Author's Affiliation | Tohoku University (Tohoku Univ.) |
| 3rd Author's Name | Takuo Suganuma |
| 3rd Author's Affiliation | Tohoku University (Tohoku Univ.) |
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| Speaker | Author-1 |
| Date Time | 2014-03-06 11:40:00 |
| Presentation Time | 20 minutes |
| Registration for | IN |
| Paper # | IN2013-158 |
| Volume (vol) | vol.113 |
| Number (no) | no.473 |
| Page | pp.89-94 |
| #Pages | 6 |
| Date of Issue | 2014-02-27 (IN) |
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