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Paper Abstract and Keywords
Presentation 2010-03-10 11:00
Statistical Mechanics of Detecting Overlapping Community Structure
Yukihiro Tsuboshita (Fuji Xerox/Univ. of Tokyo), Masato Okada (Univ. of Tokyo) NLP2009-174
Abstract (in Japanese) (See Japanese page) 
(in English) In most of proposed conventional community extraction methods, a network is divided based on the density of the links of it. It is however common that there are various communities in a networks and one node usually belongs to a number of communities. In the present study, a network is therefore stochastically produced based on a number of communities (patterns) that are allowed to contain overlapping nodes, and the community extraction problem is regarded as a minimization problem with respect to an energy function in the case that network links are used as ferromagnetic interaction strength. The conditions that the embedded community (pattern) can be extracted from the network are theoretically examined with the replica method, which is one of the most powerful tools of a mathematical mechanics.
Keyword (in Japanese) (See Japanese page) 
(in English) community extraction / network / statistical mechanics / replica method / / / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 458, NLP2009-174, pp. 91-96, March 2010.
Paper # NLP2009-174 
Date of Issue 2010-03-02 (NLP) 
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. (No. 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2009-174

Conference Information
Committee NLP  
Conference Date 2010-03-09 - 2010-03-10 
Place (in Japanese) (See Japanese page) 
Place (in English)  
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2010-03-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) Statistical Mechanics of Detecting Overlapping Community Structure 
Sub Title (in English)  
Keyword(1) community extraction  
Keyword(2) network  
Keyword(3) statistical mechanics  
Keyword(4) replica method  
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1st Author's Name Yukihiro Tsuboshita  
1st Author's Affiliation Fuji Xerox Co., Ltd./The University of Tokyo (Fuji Xerox/Univ. of Tokyo)
2nd Author's Name Masato Okada  
2nd Author's Affiliation The University of Tokyo (Univ. of Tokyo)
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Speaker
Date Time 2010-03-10 11:00:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2009-174 
Volume (vol) IEICE-109 
Number (no) no.458 
Page pp.91-96 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2010-03-02 


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