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Paper Abstract and Keywords
Presentation 2011-10-06 10:20
[Special Talk] Real and virtual world integration by data assimilation -- Online information fusion between big data, database, and computation --
Tomoyuki Higuchi (ISM) PRMU2011-84
Abstract (in Japanese) (See Japanese page) 
(in English) Data assimilation (DA), which is a statistical technique used to integrate numerical simulations and observational/experimental data, was originally developed in meteorology and oceanography. Nowadays, DA is applied widely in various fields, including space, life, and industrial sciences. While DA is now accepted as an essential technology in many fields of science, sharing perceptions of current problems and future directions of DA among researchers in the relevant community is an important step in its further advancement. In this talk, we would like to give a brief introduction on perceptions and mathematical framework of DA as well as addressing some ideas which makes Japanese skills for making the products competitive.
Keyword (in Japanese) (See Japanese page) 
(in English) Simulation / Data assimilation / Sequential (recursive) Bayes filters / Ensemble-based prediction method / / / /  
Reference Info. IEICE Tech. Rep., vol. 111, no. 222, PRMU2011-84, pp. 3-3, Oct. 2011.
Paper # PRMU2011-84 
Date of Issue 2011-09-29 (PRMU) 
ISSN Print edition: ISSN 0913-5685    Online edition: ISSN 2432-6380
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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 PRMU2011-84

Conference Information
Committee PRMU  
Conference Date 2011-10-06 - 2011-10-07 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To PRMU 
Conference Code 2011-10-PRMU 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Real and virtual world integration by data assimilation 
Sub Title (in English) Online information fusion between big data, database, and computation 
Keyword(1) Simulation  
Keyword(2) Data assimilation  
Keyword(3) Sequential (recursive) Bayes filters  
Keyword(4) Ensemble-based prediction method  
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1st Author's Name Tomoyuki Higuchi  
1st Author's Affiliation The Institute of Statistical Mathematics (ISM)
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Speaker Author-1 
Date Time 2011-10-06 10:20:00 
Presentation Time 40 minutes 
Registration for PRMU 
Paper # PRMU2011-84 
Volume (vol) vol.111 
Number (no) no.222 
Page p.3 
#Pages
Date of Issue 2011-09-29 (PRMU) 


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