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Paper Abstract and Keywords
Presentation 2016-03-25 13:00
Boredom state estimation from spontaneous behaviors in multiparty conversations including a robot agent
Yasuhiro Shibasaki (Tokyo Tech), Kotaro Funakoshi (HRI-JP), Koichi Shinoda (Tokyo Tech) BioX2015-61 PRMU2015-184
Abstract (in Japanese) (See Japanese page) 
(in English) Conversation systems need to have the abilities to grasp the human internal information such as bore- dom state to become more familiar with multiple participants. In this paper, we recorded dialogues of three adult men and women with humanoid robot by Microsoft Kinect to construct database of multiparty conversation, to which is attached the tags about bordom state and spontaneous behaviour by hand. We propose a method for automatic estimation of boredom state with random forest, which take as input information the skeleton position and movement of the face direction. Detection performance has been improved by 35 points.
Keyword (in Japanese) (See Japanese page) 
(in English) Modality / Gesture / Random Forest / Hidden Markov model / Kinect / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 517, PRMU2015-184, pp. 119-124, March 2016.
Paper # PRMU2015-184 
Date of Issue 2016-03-17 (BioX, PRMU) 
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 BioX2015-61 PRMU2015-184

Conference Information
Committee PRMU BioX  
Conference Date 2016-03-24 - 2016-03-25 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2016-03-PRMU-BioX 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Boredom state estimation from spontaneous behaviors in multiparty conversations including a robot agent 
Sub Title (in English)  
Keyword(1) Modality  
Keyword(2) Gesture  
Keyword(3) Random Forest  
Keyword(4) Hidden Markov model  
Keyword(5) Kinect  
Keyword(6)  
Keyword(7)  
Keyword(8)  
1st Author's Name Yasuhiro Shibasaki  
1st Author's Affiliation Tokyo Institute of Technology (Tokyo Tech)
2nd Author's Name Kotaro Funakoshi  
2nd Author's Affiliation Honda Research Institute Japan Co., Ltd (HRI-JP)
3rd Author's Name Koichi Shinoda  
3rd Author's Affiliation Tokyo Institute of Technology (Tokyo Tech)
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Speaker Author-1 
Date Time 2016-03-25 13:00:00 
Presentation Time 30 minutes 
Registration for PRMU 
Paper # BioX2015-61, PRMU2015-184 
Volume (vol) vol.115 
Number (no) no.516(BioX), no.517(PRMU) 
Page pp.119-124 
#Pages 6 
Date of Issue 2016-03-17 (BioX, PRMU) 

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