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Paper Abstract and Keywords
Presentation 2026-06-11 13:55
Development of a multi-axis evaluation system for sensory-linked exercise using IoT training machines -- Examining the potential applications for dementia prevention --
Daiki Kira (Soka Univ.), Akira Kishi (HAWS), Norihiko Shinomiya (Soka Univ.) CAS2026-8 VLD2026-8 MSS2026-8
Abstract (in Japanese) (See Japanese page) 
(in English) This study aims to develop a multi-axis evaluation framework for trunk-coordinated exercise using time-series data obtained from an IoT training machine. Conventional exercise evaluation methods often rely on single indicators such as exercise count or calorie expenditure, and they do not sufficiently reflect qualitative aspects of movement. In this study, five evaluation metrics, namely Technique, Effort, Balance, Rhythm, and Keep, are designed to assess exercise volume, quality, and stability. The proposed multi-metric framework is applied to HiTREX-based training, and its validity will be examined through subject experiments and correlation analysis with physical and cognitive functions.
Keyword (in Japanese) (See Japanese page) 
(in English) IoT training machine / exercise evaluation / multi-axis evaluation / time-series analysis / dementia prevention / / /  
Reference Info. IEICE Tech. Rep., vol. 126, no. 63, CAS2026-8, pp. 40-45, June 2026.
Paper # CAS2026-8 
Date of Issue 2026-06-04 (CAS, VLD, MSS) 
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 CAS2026-8 VLD2026-8 MSS2026-8

Conference Information
Committee MSS CAS VLD  
Conference Date 2026-06-11 - 2026-06-12 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To CAS 
Conference Code 2026-06-MSS-CAS-VLD 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Development of a multi-axis evaluation system for sensory-linked exercise using IoT training machines 
Sub Title (in English) Examining the potential applications for dementia prevention 
Keyword(1) IoT training machine  
Keyword(2) exercise evaluation  
Keyword(3) multi-axis evaluation  
Keyword(4) time-series analysis  
Keyword(5) dementia prevention  
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Keyword(8)  
1st Author's Name Daiki Kira  
1st Author's Affiliation Soka University (Soka Univ.)
2nd Author's Name Akira Kishi  
2nd Author's Affiliation Health and Wellness Support Co., Ltd. (HAWS)
3rd Author's Name Norihiko Shinomiya  
3rd Author's Affiliation Soka University (Soka Univ.)
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Speaker Author-1 
Date Time 2026-06-11 13:55:00 
Presentation Time 25 minutes 
Registration for CAS 
Paper # CAS2026-8, VLD2026-8, MSS2026-8 
Volume (vol) vol.126 
Number (no) no.63(CAS), no.64(VLD), no.65(MSS) 
Page pp.40-45 
#Pages 6 
Date of Issue 2026-06-04 (CAS, VLD, MSS) 

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