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Paper Abstract and Keywords
Presentation 2023-03-16 16:05
Estimation of impression assessment using subjective evaluation of images and BERT
Yuzuki Omote (Seikei Grad.), Kenji Sugiyama, Takashi Yamazoe (Seikei Univ.) IMQ2022-58 IE2022-135 MVE2022-88
Abstract (in Japanese) (See Japanese page) 
(in English) Human impression is based on subjective interpretation which clue on several physical stimuli and our memory. Therefore, impression assessment includes many items and questionaries. Basically, subjective evaluation executes by combination of magnitude estimation and evaluation scale of Likert scale or seven-point scale. Thus, subjective evaluation is constructed from difference stimulus intensity with several physical factors. This construction become participant must evaluated similar trial and repeated large numbers of frequency. It caused that participant should spend long time to evaluate. Moreover, long time evaluation influence to worse accuracy of answers. In this paper, Authors tried to save evaluation spending time and high accuracy evaluation using short describe evaluation with BERT of unsupervised learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Impression evaluation / Machine learning / Natural languageprocessing / BERT / / / /  
Reference Info. IEICE Tech. Rep., vol. 122, no. 437, IMQ2022-58, pp. 188-191, March 2023.
Paper # IMQ2022-58 
Date of Issue 2023-03-08 (IMQ, IE, MVE) 
ISSN 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 IMQ2022-58 IE2022-135 MVE2022-88

Conference Information
Committee IMQ IE MVE CQ  
Conference Date 2023-03-15 - 2023-03-17 
Place (in Japanese) (See Japanese page) 
Place (in English) Okinawaken Seinenkaikan (Naha-shi) 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Media of five senses, Multimedia, Media experience, Picture codinge, Image media quality, Network,quality and reliability, etc（AC） 
Paper Information
Registration To IMQ 
Conference Code 2023-03-IMQ-IE-MVE-CQ 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Estimation of impression assessment using subjective evaluation of images and BERT 
Sub Title (in English)  
Keyword(1) Impression evaluation  
Keyword(2) Machine learning  
Keyword(3) Natural languageprocessing  
Keyword(4) BERT  
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1st Author's Name Yuzuki Omote  
1st Author's Affiliation Graduation School, Seikei University (Seikei Grad.)
2nd Author's Name Kenji Sugiyama  
2nd Author's Affiliation Seikei University (Seikei Univ.)
3rd Author's Name Takashi Yamazoe  
3rd Author's Affiliation Seikei University (Seikei Univ.)
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Speaker Author-1 
Date Time 2023-03-16 16:05:00 
Presentation Time 25 minutes 
Registration for IMQ 
Paper # IMQ2022-58, IE2022-135, MVE2022-88 
Volume (vol) vol.122 
Number (no) no.437(IMQ), no.439(IE), no.440(MVE) 
Page pp.188-191 
#Pages 4 
Date of Issue 2023-03-08 (IMQ, IE, MVE) 

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