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Paper Abstract and Keywords
Presentation 2024-06-07 14:25
Survey on Advances in Research Data Management involving Machine Learning Environments -- Summary version --
Shinji Kikuchi, Hideyuki Jitsumoto (RIKEN) SC2024-3
Abstract (in Japanese) (See Japanese page) 
(in English) In response to the current trend of digital transformation, new eco-systems have been built globally in the field of research data management (RDM). Machine learning plays a central role in "data-driven research" that promotes the reuse of research data, and it is obvious that AI-supported research methods based on machine learning will be increasingly accelerated. In this paper, we present the tentative result of our survey at the initial stage regarding "Advances in research data management involving machine learning environments", that is focusing on preliminary survey's literature published in multiple technology areas in recent years.
Keyword (in Japanese) (See Japanese page) 
(in English) Research Data Management(RDM) / MLOps / Digital Transformation(DX) / / / / /  
Reference Info. IEICE Tech. Rep., vol. 124, no. 71, SC2024-3, pp. 11-18, June 2024.
Paper # SC2024-3 
Date of Issue 2024-05-31 (SC) 
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 SC2024-3

Conference Information
Committee SC  
Conference Date 2024-06-07 - 2024-06-08 
Place (in Japanese) (See Japanese page) 
Place (in English) Univ. of Aizu 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To SC 
Conference Code 2024-06-SC 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Survey on Advances in Research Data Management involving Machine Learning Environments 
Sub Title (in English) Summary version 
Keyword(1) Research Data Management(RDM)  
Keyword(2) MLOps  
Keyword(3) Digital Transformation(DX)  
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1st Author's Name Shinji Kikuchi  
1st Author's Affiliation RIKEN (RIKEN)
2nd Author's Name Hideyuki Jitsumoto  
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Speaker Author-1 
Date Time 2024-06-07 14:25:00 
Presentation Time 25 minutes 
Registration for SC 
Paper # SC2024-3 
Volume (vol) vol.124 
Number (no) no.71 
Page pp.11-18 
#Pages 8 
Date of Issue 2024-05-31 (SC) 

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