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Paper Abstract and Keywords
Presentation 2018-01-18 11:50
Development and evaluation of central fatigue estimation technology for labor management service
Naoki Asanoma, Akihiro Chiba, Kazuhiro Yoshida, Tomohiro Yamada (NTT) ICM2017-37 LOIS2017-53
Abstract (in Japanese) (See Japanese page) 
(in English) To produce a labor management service to prevent accidents in work environment, we developed a technique to estimate central fatigue in real time using heart rate data acquired from wearable sensors. Experimental data of the task is required in advance in the practical application of the technology. Since the amount of experimental data that can be acquired is limited, the fatigue estimation is performed using learning data for a number of users similar to the estimation target selected from preliminary learning data. We confirm that the technology can continuously acquire drivers' fatigue state during work by evaluation experiments of bus driving.
Keyword (in Japanese) (See Japanese page) 
(in English) central fatigue / heart rate variability / regression analysis / critical flicker frequency / labor management / / /  
Reference Info. IEICE Tech. Rep., vol. 117, no. 389, LOIS2017-53, pp. 25-30, Jan. 2018.
Paper # LOIS2017-53 
Date of Issue 2018-01-11 (ICM, LOIS) 
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 ICM2017-37 LOIS2017-53

Conference Information
Committee LOIS ICM  
Conference Date 2018-01-18 - 2018-01-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Sojo University 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Practical Use of Lifelog, Office Information System, Business Management, etc. 
Paper Information
Registration To LOIS 
Conference Code 2018-01-LOIS-ICM 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development and evaluation of central fatigue estimation technology for labor management service 
Sub Title (in English)  
Keyword(1) central fatigue  
Keyword(2) heart rate variability  
Keyword(3) regression analysis  
Keyword(4) critical flicker frequency  
Keyword(5) labor management  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Naoki Asanoma  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Akihiro Chiba  
2nd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
3rd Author's Name Kazuhiro Yoshida  
3rd Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
4th Author's Name Tomohiro Yamada  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Speaker Author-1 
Date Time 2018-01-18 11:50:00 
Presentation Time 25 minutes 
Registration for LOIS 
Paper # ICM2017-37, LOIS2017-53 
Volume (vol) vol.117 
Number (no) no.388(ICM), no.389(LOIS) 
Page pp.25-30 
#Pages 6 
Date of Issue 2018-01-11 (ICM, LOIS) 

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