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Paper Abstract and Keywords
Presentation 2022-12-10 11:40
A Study on Heart Rate and Brain Waves During Programming Learning in Several Experiments
Katsuyuki Umezawa (Shonan Inst. of Tech.), Makoto Nakazawa (Junior College of Aizu), Michiko Nakano, Shigeichi Hirasawa (Waseda Univ.) ET2022-47
Abstract (in Japanese) (See Japanese page) 
(in English) Several studies have been conducted to measure brain waves during learning and to better understand the learning state. According to these studies, as the difficulty of the task increases, the brain waves (beta/alpha) value also increases. This study aims to better understand the learning state by measuring biometric information other than brain waves. Our study demonstrated that heart rate (HR) decreases as the difficulty of the task increases. In this study, we clarify the relationship between HR and brain waves during programming learning by analyzing the results of several experiments with different participants and different target tasks.
Keyword (in Japanese) (See Japanese page) 
(in English) Programming Learning / Learning State / Brain Wave / Heart Rate / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 303, ET2022-47, pp. 42-47, Dec. 2022.
Paper # ET2022-47 
Date of Issue 2022-12-03 (ET) 
ISSN Online edition: ISSN 2432-6380
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 ET2022-47

Conference Information
Committee ET  
Conference Date 2022-12-10 - 2022-12-10 
Place (in Japanese) (See Japanese page) 
Place (in English) JAIST Kanazawa Satellite and Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Digital Transformation of Education, Special Needs Education Support, etc. 
Paper Information
Registration To ET 
Conference Code 2022-12-ET 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Study on Heart Rate and Brain Waves During Programming Learning in Several Experiments 
Sub Title (in English)  
Keyword(1) Programming Learning  
Keyword(2) Learning State  
Keyword(3) Brain Wave  
Keyword(4) Heart Rate  
1st Author's Name Katsuyuki Umezawa  
1st Author's Affiliation Shonan Institute of Technology (Shonan Inst. of Tech.)
2nd Author's Name Makoto Nakazawa  
2nd Author's Affiliation Junior College of Aizu (Junior College of Aizu)
3rd Author's Name Michiko Nakano  
3rd Author's Affiliation Waseda University (Waseda Univ.)
4th Author's Name Shigeichi Hirasawa  
4th Author's Affiliation Waseda University (Waseda Univ.)
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Speaker Author-1 
Date Time 2022-12-10 11:40:00 
Presentation Time 20 minutes 
Registration for ET 
Paper # ET2022-47 
Volume (vol) vol.122 
Number (no) no.303 
Page pp.42-47 
Date of Issue 2022-12-03 (ET) 

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