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Paper Abstract and Keywords
Presentation 2014-03-08 09:40
Analysis of behaviors by students in lectures
Eiji Watanabe (Konan Univ.), Takashi Ozeki (Fukuyama Univ.), Takeshi Kohama (Kinki Univ.) ET2013-122
Abstract (in Japanese) (See Japanese page) 
(in English) In this report, we discuss the influence the following three behaviors on the behavior by a
specific student in lecturers; (i) the behavior by the lecturer, (ii) the behaviors by other students,
and (iii) the behavior by oneself. First, we adopt the following features as behaviors by lecturer
and students; (i) the face movement and the head position by lecturer, and face movements by
students. Next, the relations among the above features concerning on the behaviors by the
lecturer and students can be approximated by multi-layered neural networks. Furthermore, we
use a learning method with forgetting for neural networks for the purpose of extraction of rules.
Finally, we have analyzed the interaction between behaviors by lecturer and students based on
the internal representations.
Keyword (in Japanese) (See Japanese page) 
(in English) Lecture / Lecturer / Student / Behaviors / Time series model / Interaction / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 482, ET2013-122, pp. 177-182, March 2014.
Paper # ET2013-122 
Date of Issue 2014-03-01 (ET) 
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 ET2013-122

Conference Information
Committee ET  
Conference Date 2014-03-08 - 2014-03-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Kochi National College of Technology 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To ET 
Conference Code 2014-03-ET 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Analysis of behaviors by students in lectures 
Sub Title (in English)  
Keyword(1) Lecture  
Keyword(2) Lecturer  
Keyword(3) Student  
Keyword(4) Behaviors  
Keyword(5) Time series model  
Keyword(6) Interaction  
Keyword(7)  
Keyword(8)  
1st Author's Name Eiji Watanabe  
1st Author's Affiliation Konan University (Konan Univ.)
2nd Author's Name Takashi Ozeki  
2nd Author's Affiliation Fukuyama University (Fukuyama Univ.)
3rd Author's Name Takeshi Kohama  
3rd Author's Affiliation Kinki University (Kinki Univ.)
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Speaker Author-1 
Date Time 2014-03-08 09:40:00 
Presentation Time 25 minutes 
Registration for ET 
Paper # ET2013-122 
Volume (vol) vol.113 
Number (no) no.482 
Page pp.177-182 
#Pages 6 
Date of Issue 2014-03-01 (ET) 

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