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Paper Abstract and Keywords
Presentation 2015-01-27 09:25
Walking support system based on heart rate forcast
Shogo Maenaka, Isamu Sugita, Hirohiko Suwa, Yutaka Arakawa, Keiichi Yasumoto (NAIST) MICT2014-68
Abstract (in Japanese) (See Japanese page) 
(in English) In this paper, using the sensor data which can be acquired by smartphone, we propose a method for forecasting long-term heart rate change when walking along the route before walking and recommending the optimal walking route based on the predicted results.
The proposed method collects information on the target route including gradient in advance and estimates walking speed on the route.
Then, we obtain the long-term forecast of heart rate change when walking on the route by inputting the estimated walking speed and the collected information on the route to the heart rate prediction model which we developed by extending our previously proposed model.
Based on the forecast, our method also finds the best route on which
the user can easily keep his/her heart rate within an appropriate range while walking.
Keyword (in Japanese) (See Japanese page) 
(in English) long-term heart rate forecast / walking support / machine learning / smartphone sensing / / / /  
Reference Info. IEICE Tech. Rep., vol. 114, no. 419, MICT2014-68, pp. 61-66, Jan. 2015.
Paper # MICT2014-68 
Date of Issue 2015-01-19 (MICT) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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)
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Conference Information
Committee MICT ASN MoNA  
Conference Date 2015-01-26 - 2015-01-27 
Place (in Japanese) (See Japanese page) 
Place (in English) Nanki Shirahama 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Ambient intelligence, ICT for Medical, Healthcare and Sports, etc 
Paper Information
Registration To MICT 
Conference Code 2015-01-MICT-ASN-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Walking support system based on heart rate forcast 
Sub Title (in English)  
Keyword(1) long-term heart rate forecast  
Keyword(2) walking support  
Keyword(3) machine learning  
Keyword(4) smartphone sensing  
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1st Author's Name Shogo Maenaka  
1st Author's Affiliation Nara Institute of Science and Technology (NAIST)
2nd Author's Name Isamu Sugita  
2nd Author's Affiliation Nara Institute of Science and Technology (NAIST)
3rd Author's Name Hirohiko Suwa  
3rd Author's Affiliation Nara Institute of Science and Technology (NAIST)
4th Author's Name Yutaka Arakawa  
4th Author's Affiliation Nara Institute of Science and Technology (NAIST)
5th Author's Name Keiichi Yasumoto  
5th Author's Affiliation Nara Institute of Science and Technology (NAIST)
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Speaker Author-1 
Date Time 2015-01-27 09:25:00 
Presentation Time 25 minutes 
Registration for MICT 
Paper # MICT2014-68 
Volume (vol) vol.114 
Number (no) no.419 
Page pp.61-66 
#Pages
Date of Issue 2015-01-19 (MICT) 


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