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Paper Abstract and Keywords
Presentation 2014-01-24 11:40
Approach for Quantification Realization of Interpersonal Emotions
Miyuki Imada (NTT), Kei Hirose (Osaka Univ.), Manabu Yoshida (NTT DOCOMO), Masato Matsuo (NTT) ASN2013-144
Abstract (in Japanese) (See Japanese page) 
(in English) We have made a challenge for quantification realization of interpersonal emotion, which is emotion strength for another people, to be usable in engineering. Our approach for the quantification uses statistical methods for developing the estimated regression equations of interpersonal emotion by using personal data and events turning to change the interpersonal emotion. The data for analysis was gathered by Web questionnaires. However majority of the data values of psychological attributes are missing, because these attributes are optional answer. In this paper, we propose a model for getting changes of the interpersonal emotion and an estimated regression method under large number of missing value using only 10 kinds of personal data or less. We confirmed that the method is able to stable prediction of interpersonal emotion more than 60% by using Web data and Monte Carl simulations.
Keyword (in Japanese) (See Japanese page) 
(in English) Interpersonal affect / Large number of missing / Sparse estimation / Predictive models / interpersonal emotion / / /  
Reference Info. IEICE Tech. Rep., vol. 113, no. 399, ASN2013-144, pp. 153-158, Jan. 2014.
Paper # ASN2013-144 
Date of Issue 2014-01-16 (ASN) 
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 ASN2013-144

Conference Information
Committee ASN MoNA  
Conference Date 2014-01-23 - 2014-01-24 
Place (in Japanese) (See Japanese page) 
Place (in English) Hotel Okudogo (Matsuyama) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Mobile Networks, Mobile Applications, Ambient Intelligence, Sensor Networks, etc. 
Paper Information
Registration To ASN 
Conference Code 2014-01-ASN-MoNA 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Approach for Quantification Realization of Interpersonal Emotions 
Sub Title (in English)  
Keyword(1) Interpersonal affect  
Keyword(2) Large number of missing  
Keyword(3) Sparse estimation  
Keyword(4) Predictive models  
Keyword(5) interpersonal emotion  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Miyuki Imada  
1st Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
2nd Author's Name Kei Hirose  
2nd Author's Affiliation Osaka University (Osaka Univ.)
3rd Author's Name Manabu Yoshida  
3rd Author's Affiliation NTT DOCOMO, INC., (NTT DOCOMO)
4th Author's Name Masato Matsuo  
4th Author's Affiliation Nippon Telegraph and Telephone Corporation (NTT)
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Speaker Author-1 
Date Time 2014-01-24 11:40:00 
Presentation Time 25 minutes 
Registration for ASN 
Paper # ASN2013-144 
Volume (vol) vol.113 
Number (no) no.399 
Page pp.153-158 
#Pages 6 
Date of Issue 2014-01-16 (ASN) 

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