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Paper Abstract and Keywords
Presentation 2008-01-24 13:30
A Ubiquitous Data Corpus for Sensor Information Processing
Rui Kubo (NTT Resonant), Yoshifumi Manabe, Satoshi Moriai (NTT) MVE2007-68
Abstract (in Japanese) (See Japanese page) 
(in English) We designed and built a ubiquitous sensor corpus that utilizes significant information implied in raw sensor data. The corpus consists of raw sensor data and metadata. Raw sensor data is generated by ubiquitous sensors, microphones, and cameras in our laboratory. We layouted the sensors for storing raw sensor data and ran several scenarios. Metadata is an interpretation of raw data. We defined and labeled five classes of metadata: Humans, Status of Humans, Actions, Objects, and Status of Objects. The corpus can be used for many purposes including learning and testing data in machine learning, the scientific analysis of environments, and estimating the usability of ubiquitous applications. We evaluate the usability of the corpus and demonstrate its effectiveness.
Keyword (in Japanese) (See Japanese page) 
(in English) Sensor Network / Corpus / Machine Learning / / / / /  
Reference Info. IEICE Tech. Rep., vol. 107, no. 454, MVE2007-68, pp. 1-6, Jan. 2008.
Paper # MVE2007-68 
Date of Issue 2008-01-17 (MVE) 
ISSN Print edition: ISSN 0913-5685    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 MVE2007-68

Conference Information
Committee MVE  
Conference Date 2008-01-24 - 2008-01-25 
Place (in Japanese) (See Japanese page) 
Place (in English) Kobe Translational Research Informatics Center 
Topics (in Japanese) (See Japanese page) 
Topics (in English) Life Media 
Paper Information
Registration To MVE 
Conference Code 2008-01-MVE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Ubiquitous Data Corpus for Sensor Information Processing 
Sub Title (in English)  
Keyword(1) Sensor Network  
Keyword(2) Corpus  
Keyword(3) Machine Learning  
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1st Author's Name Rui Kubo  
1st Author's Affiliation NTT Resonant Inc. (NTT Resonant)
2nd Author's Name Yoshifumi Manabe  
2nd Author's Affiliation NTT Communication Science Laboratories (NTT)
3rd Author's Name Satoshi Moriai  
3rd Author's Affiliation NTT Cyber Space Laboratories (NTT)
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Speaker Author-1 
Date Time 2008-01-24 13:30:00 
Presentation Time 30 minutes 
Registration for MVE 
Paper # MVE2007-68 
Volume (vol) vol.107 
Number (no) no.454 
Page pp.1-6 
#Pages 6 
Date of Issue 2008-01-17 (MVE) 

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