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Paper Abstract and Keywords
Presentation 2015-07-19 11:40
Prediction of Visual Induced Motion Sickness by Artificial Neural Network
Shin Tabeta, Tohru Kiryu, Shigehito Tanahashi (Niigata Univ) HIP2015-61
Abstract (in Japanese) (See Japanese page) 
(in English) The study investigated prediction of Visual Induced Motion Sickness with Biological Information by Artificial Neural Network. We measured Electrocardiogram and Visually Induced Motion Sickness when we watched image which tend to cause VIMS. Input data was Electrocardiogram and training data was rate of visually induced motion sickness. ANN was trained input data and training data except for prediction observer data. Next we predicted VIMS by ANN from prediction data. Similarly we predicted VIMS, so that all observer were prediction data. We computed the mean absolute percentage error for output data and training data. As a result MAPE was below 10%. thus, it is assumed that were able to predict VIMS from Biological Information by ANN.
Keyword (in Japanese) (See Japanese page) 
(in English) Visual Induced Motion Sickness / Artificial Neural Network / Autonomic Nerve index / Subjective Score / / / /  
Reference Info. IEICE Tech. Rep., vol. 115, no. 149, HIP2015-61, pp. 99-103, July 2015.
Paper # HIP2015-61 
Date of Issue 2015-07-11 (HIP) 
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)
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Conference Information
Committee HIP  
Conference Date 2015-07-18 - 2015-07-19 
Place (in Japanese) (See Japanese page) 
Place (in English) Kyushu Sangyo University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To HIP 
Conference Code 2015-07-HIP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Prediction of Visual Induced Motion Sickness by Artificial Neural Network 
Sub Title (in English)  
Keyword(1) Visual Induced Motion Sickness  
Keyword(2) Artificial Neural Network  
Keyword(3) Autonomic Nerve index  
Keyword(4) Subjective Score  
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1st Author's Name Shin Tabeta  
1st Author's Affiliation Niigata University (Niigata Univ)
2nd Author's Name Tohru Kiryu  
2nd Author's Affiliation Niigata University (Niigata Univ)
3rd Author's Name Shigehito Tanahashi  
3rd Author's Affiliation Niigata University (Niigata Univ)
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Speaker Author-1 
Date Time 2015-07-19 11:40:00 
Presentation Time 20 minutes 
Registration for HIP 
Paper # HIP2015-61 
Volume (vol) vol.115 
Number (no) no.149 
Page pp.99-103 
#Pages 5 
Date of Issue 2015-07-11 (HIP) 

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