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| Presentation | 2022-07-29 13:55 Behavior Analysis of Evacuees using Sparse Structure Learning for Development of Emergency Rescue Evacuation Support System Yeboon Yun, Tomotaka Wada (Kansai Univ.)  ICTSSL2022-13 |
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| Abstract | (in Japanese) | (See Japanese page) |
| (in English) | We have developed the Emergency Rescue Evacuation Support System (ERESS) which is designed to automatically detect disasters and under these situations, support safe and fast evacuation in real time. Main characteristics of ERESS are i) to communicate and share information among mobile terminals using MANET, ii) to analyze behaviors of the terminal holders, iii) to automatically detect disasters based on the previous information, iv) to search optimal evacuation routes, and v) to support safe and quick evacuee guidance. In this research, focusing on behaviors of the terminal holders in disasters, we investigate the characteristics on three types of behaviors -stopping, walking and running- in terms of correlation anomaly using graphical lasso of sparse structure learning with sensor data observed from terminals. | |
| Keyword | (in Japanese) | (See Japanese page) |
| (in English) | ERESS / Behavior Change Detection / Graphical Lasso / Structure Sparse Graph / / / / | |
| Reference Info. | IEICE Tech. Rep., vol. 122, no. 142, ICTSSL2022-13, pp. 16-21, July 2022. | |
| Paper # | ICTSSL2022-13 | |
| Date of Issue | 2022-07-22 (ICTSSL) | |
| ISSN | 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 | ICTSSL2022-13 |
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| Conference Information | |
| Committee | ICTSSL |
| Conference Date | 2022-07-29 - 2022-07-29 |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Kansai University |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Disaster Prevention & General Session |
| Paper Information | |
| Registration To | ICTSSL |
| Conference Code | 2022-07-ICTSSL |
| Language | Japanese |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Behavior Analysis of Evacuees using Sparse Structure Learning for Development of Emergency Rescue Evacuation Support System |
| Sub Title (in English) | |
| Keyword(1) | ERESS |
| Keyword(2) | Behavior Change Detection |
| Keyword(3) | Graphical Lasso |
| Keyword(4) | Structure Sparse Graph |
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| 1st Author's Name | Yeboon Yun |
| 1st Author's Affiliation | Kansai University (Kansai Univ.) |
| 2nd Author's Name | Tomotaka Wada |
| 2nd Author's Affiliation | Kansai University (Kansai Univ.) |
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| Speaker | Author-1 |
| Date Time | 2022-07-29 13:55:00 |
| Presentation Time | 25 minutes |
| Registration for | ICTSSL |
| Paper # | ICTSSL2022-13 |
| Volume (vol) | vol.122 |
| Number (no) | no.142 |
| Page | pp.16-21 |
| #Pages | 6 |
| Date of Issue | 2022-07-22 (ICTSSL) |
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