IEICE Technical Committee Submission System
Conference Paper's Information		 Online Proceedings
[Sign in]
Tech. Rep. Archives
 Go Top Page Go Previous   [Japanese] / [English] 

Paper Abstract and Keywords
Presentation 2022-06-11 14:15
About the Relationship Between Brain Waves, Heart Rate and Facial Expressions During Programming Learning
Katsuyuki Umezawa (Shonan Inst. of Tech.), Makoto Nalazawa (Junior College of Aizu), Michiko Nakano, Shigeichi Hirasawa (Waseda Univ.) ET2022-5
Abstract (in Japanese) (See Japanese page) 
(in English) In the current self-study system, only the learning contents prepared in advance are used, and it is not possible to respond according to the learning state of each learner. We are targeting on-demand lessons that do not assume real-time teacher guidance using video chat or the like. In on-demand lessons, we are advancing a research project on a self-study system that can grasp the learning status of each learner and provide optimal learning content to that learner. In this project, we are working on research to grasp the learning state using biological information such as brain waves. Then, we experimentally verified the method of estimating the difficulty of the task by focusing on the alpha wave and the beta wave. However, in actual operation, it is not realistic to have the learner wear an electroencephalograph for learning. The purpose of this study is to discover biological information that can be measured by a non-wearable device that substitutes for brain waves for estimating the learning state.
Keyword (in Japanese) (See Japanese page) 
(in English) Programming Learning / Learning State / Brain Wave / Heart Rate / Facial Expression Analysis / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 72, ET2022-5, pp. 14-19, June 2022.
Paper # ET2022-5 
Date of Issue 2022-06-04 (ET) 
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 ET2022-5

Conference Information
Committee ET IPSJ-CLE  
Conference Date 2022-06-11 - 2022-06-12 
Place (in Japanese) (See Japanese page) 
Place (in English) Nagoya Institute of Technology/Online 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Education and Learning Infrastructure in Times of COVID-19, etc. 
Paper Information
Registration To ET 
Conference Code 2022-06-ET-CLE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) About the Relationship Between Brain Waves, Heart Rate and Facial Expressions During Programming Learning 
Sub Title (in English)  
Keyword(1) Programming Learning  
Keyword(2) Learning State  
Keyword(3) Brain Wave  
Keyword(4) Heart Rate  
Keyword(5) Facial Expression Analysis  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Katsuyuki Umezawa  
1st Author's Affiliation Shonan Institute of Technology (Shonan Inst. of Tech.)
2nd Author's Name Makoto Nalazawa  
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.)
5th Author's Name  
5th Author's Affiliation ()
6th Author's Name  
6th Author's Affiliation ()
7th Author's Name  
7th Author's Affiliation ()
8th Author's Name  
8th Author's Affiliation ()
9th Author's Name  
9th Author's Affiliation ()
10th Author's Name  
10th Author's Affiliation ()
11th Author's Name  
11th Author's Affiliation ()
12th Author's Name  
12th Author's Affiliation ()
13th Author's Name  
13th Author's Affiliation ()
14th Author's Name  
14th Author's Affiliation ()
15th Author's Name  
15th Author's Affiliation ()
16th Author's Name  
16th Author's Affiliation ()
17th Author's Name  
17th Author's Affiliation ()
18th Author's Name  
18th Author's Affiliation ()
19th Author's Name  
19th Author's Affiliation ()
20th Author's Name  
20th Author's Affiliation ()
21st Author's Name  
21st Author's Affiliation ()
22nd Author's Name  
22nd Author's Affiliation ()
23rd Author's Name  
23rd Author's Affiliation ()
24th Author's Name  
24th Author's Affiliation ()
25th Author's Name  
25th Author's Affiliation ()
26th Author's Name / /
26th Author's Affiliation ()
()
27th Author's Name / /
27th Author's Affiliation ()
()
28th Author's Name / /
28th Author's Affiliation ()
()
29th Author's Name / /
29th Author's Affiliation ()
()
30th Author's Name / /
30th Author's Affiliation ()
()
31st Author's Name / /
31st Author's Affiliation ()
()
32nd Author's Name / /
32nd Author's Affiliation ()
()
33rd Author's Name / /
33rd Author's Affiliation ()
()
34th Author's Name / /
34th Author's Affiliation ()
()
35th Author's Name / /
35th Author's Affiliation ()
()
36th Author's Name / /
36th Author's Affiliation ()
()
Speaker Author-1 
Date Time 2022-06-11 14:15:00 
Presentation Time 25 minutes 
Registration for ET 
Paper # ET2022-5 
Volume (vol) vol.122 
Number (no) no.72 
Page pp.14-19 
#Pages 6 
Date of Issue 2022-06-04 (ET) 

[Return to Top Page]

[Return to IEICE Web Page]
The Institute of Electronics, Information and Communication Engineers (IEICE), Japan