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Paper Abstract and Keywords
Presentation 2010-12-06 10:10
Semantic relatedness measurement leveraging various features of Wikipedia and influential features
Masahiro Ito (Osaka Univ.), Kotaro Nakayama (Univ. of Tokyo), Takahiro Hara, Shojiro Nishio (Osaka Univ.) DE2010-26
Abstract (in Japanese) (See Japanese page) 
(in English) Recently, several semantic relatedness measures based on Wikipedia have been proposed. Each method, however, focuses on only a single feature such as the link structure, the category structure or link co-occurrences. This research identifies influential features for semantic relatedness within various features and proposes an efficient semantic relatedness measurement method that leverages multiple features of Wikipedia using machine learning.
Keyword (in Japanese) (See Japanese page) 
(in English) Wikipedia / Semantic Relatedness / Support Vector Machine / Support Vector Regression / / / /  
Reference Info. IEICE Tech. Rep., vol. 110, no. 328, DE2010-26, pp. 7-12, Dec. 2010.
Paper # DE2010-26 
Date of Issue 2010-11-29 (DE) 
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 DE2010-26

Conference Information
Committee DE  
Conference Date 2010-12-06 - 2010-12-06 
Place (in Japanese) (See Japanese page) 
Place (in English) AIST Tokyo Akihabara Site 
Topics (in Japanese) (See Japanese page) 
Topics (in English) e-Science and Data Intensive Science, etc. 
Paper Information
Registration To DE 
Conference Code 2010-12-DE 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Semantic relatedness measurement leveraging various features of Wikipedia and influential features 
Sub Title (in English)  
Keyword(1) Wikipedia  
Keyword(2) Semantic Relatedness  
Keyword(3) Support Vector Machine  
Keyword(4) Support Vector Regression  
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1st Author's Name Masahiro Ito  
1st Author's Affiliation Osaka University (Osaka Univ.)
2nd Author's Name Kotaro Nakayama  
2nd Author's Affiliation University of Tokyo (Univ. of Tokyo)
3rd Author's Name Takahiro Hara  
3rd Author's Affiliation Osaka University (Osaka Univ.)
4th Author's Name Shojiro Nishio  
4th Author's Affiliation Osaka University (Osaka Univ.)
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Speaker Author-1 
Date Time 2010-12-06 10:10:00 
Presentation Time 25 minutes 
Registration for DE 
Paper # DE2010-26 
Volume (vol) vol.110 
Number (no) no.328 
Page pp.7-12 
#Pages 6 
Date of Issue 2010-11-29 (DE) 

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