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Paper Abstract and Keywords
Presentation 2018-05-22 09:30
Clustering of Children Based on Behavior Analysis and Consideration of Individuality Analysis
Keiichi Horio, Yuji Watanabe, Tetsuo Furukawa (Kyushu Inst. of Tech.), Takashi Omori (Tamagawa Univ.) HCS2018-13 HIP2018-13
Abstract (in Japanese) (See Japanese page) 
(in English) In this study, features such as speech, line of sight, response, posture, etc. were extracted from moving images taken by six infants' meeting, and infants were classified based on these characteristics. In order to visualize the classification result, we used a tensor decomposition type self-organizing map, which is an extension method of self-organizing map, simultaneously realized classification of infants and classification of behavioral features, and classification results and participation in infant discussion We examined the degree. Furthermore, we showed that changes in content of discussion and changes in the role of infants can be observed by performing classification in the time direction at the same time.
Keyword (in Japanese) (See Japanese page) 
(in English) behavior analysis / communication / individuality / tensor self-organizing map / / / /  
Reference Info. IEICE Tech. Rep., vol. 118, no. 49, HCS2018-13, pp. 101-106, May 2018.
Paper # HCS2018-13 
Date of Issue 2018-05-14 (HCS, HIP) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
Copyright
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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 HCS2018-13 HIP2018-13

Conference Information
Committee HCS HIP HI-SIGCOASTER  
Conference Date 2018-05-21 - 2018-05-22 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawa Industry Support Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Communication Enhancing and Human Communications 
Paper Information
Registration To HCS 
Conference Code 2018-05-HCS-HIP-SIGCE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Clustering of Children Based on Behavior Analysis and Consideration of Individuality Analysis 
Sub Title (in English)  
Keyword(1) behavior analysis  
Keyword(2) communication  
Keyword(3) individuality  
Keyword(4) tensor self-organizing map  
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1st Author's Name Keiichi Horio  
1st Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
2nd Author's Name Yuji Watanabe  
2nd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
3rd Author's Name Tetsuo Furukawa  
3rd Author's Affiliation Kyushu Institute of Technology (Kyushu Inst. of Tech.)
4th Author's Name Takashi Omori  
4th Author's Affiliation Tamagawa University (Tamagawa Univ.)
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Speaker Author-1 
Date Time 2018-05-22 09:30:00 
Presentation Time 25 minutes 
Registration for HCS 
Paper # HCS2018-13, HIP2018-13 
Volume (vol) vol.118 
Number (no) no.49(HCS), no.50(HIP) 
Page pp.101-106 
#Pages
Date of Issue 2018-05-14 (HCS, HIP) 


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