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Paper Abstract and Keywords
Presentation 2025-03-06 15:00
Comparison of Recommendation Accuracy by Introducing Abstractive Summarization -- A Case Study of a Gaze-based Tourism Information Recommendation System --
Towa Asai (Tokai Univ.), Eriko Ishii (K-Kentan), Mitsuho Yamada, Yuko Hoshino (Tokai Univ.) IMQ2024-66 IE2024-144 MVE2024-83
Abstract (in Japanese) (See Japanese page) 
(in English) Previous studies on tourism information keyword recommendation systems using gaze information had a problem of information loss, as they could only use the three most important sentences from the text that users focused on for tourism recommendations. This research aims to improve recommendation accuracy by adopting abstractive summarization to increase the density of important keywords in summary text. Results showed that when summary texts were long and diverse, there were cases where recommended keywords contradicted intuitive expectations.
Keyword (in Japanese) (See Japanese page) 
(in English) Tourism Information Recommendation / Abstractive Summarization / Gaze Information / Eye Tracking / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 403, IMQ2024-66, pp. 292-295, March 2025.
Paper # IMQ2024-66 
Date of Issue 2025-02-26 (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 IMQ2024-66 IE2024-144 MVE2024-83

Conference Information
Committee MVE CQ IMQ IE  
Conference Date 2025-03-05 - 2025-03-07 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To IMQ 
Conference Code 2025-03-MVE-CQ-IMQ-IE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Comparison of Recommendation Accuracy by Introducing Abstractive Summarization 
Sub Title (in English) A Case Study of a Gaze-based Tourism Information Recommendation System 
Keyword(1) Tourism Information Recommendation  
Keyword(2) Abstractive Summarization  
Keyword(3) Gaze Information  
Keyword(4) Eye Tracking  
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1st Author's Name Towa Asai  
1st Author's Affiliation Tokai University, Graduate School of Information and Telecommunication Engineering (Tokai Univ.)
2nd Author's Name Eriko Ishii  
2nd Author's Affiliation Kagoshima Prefectural College (K-Kentan)
3rd Author's Name Mitsuho Yamada  
3rd Author's Affiliation Tokai University, Graduate School of Information and Telecommunication Engineering (Tokai Univ.)
4th Author's Name Yuko Hoshino  
4th Author's Affiliation Tokai University, Graduate School of Information and Telecommunication Engineering (Tokai Univ.)
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Speaker Author-1 
Date Time 2025-03-06 15:00:00 
Presentation Time 20 minutes 
Registration for IMQ 
Paper # IMQ2024-66, IE2024-144, MVE2024-83 
Volume (vol) vol.124 
Number (no) no.403(IMQ), no.405(IE), no.406(MVE) 
Page pp.292-295 
#Pages 4 
Date of Issue 2025-02-26 (IMQ, IE, MVE) 

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