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Paper Abstract and Keywords
Presentation 2009-05-15 14:20
A construction of surrogate network using a heuristic method
Yuta Haraguchi, Tohru Ikeguchi (Saitama Univ.) NLP2009-7
Abstract (in Japanese) (See Japanese page) 
(in English) Complex networks are ubiquitous in the real world.
The complex network theory has been used to clarify universal properties
hidden in structures of the real networks.
Then, the mainstream in the complex network theory for the last decade
is how to evaluate such structural properties of the networks and to
construct mathematical network models which could reproduce the
properties in the real network.
In addition to these interests, the researches on dynamical properties
of the real networks attract much attention, because the network
dynamics depends on its network structure.
However real networks have so many structural properties that it is
quite difficult to identify which property affects the network
dynamics.
To understand which property influences the network dynamics, it is
effective to generate a ``surrogate'' network which preserves a
particular property of the original network but does not other
properties.
In this paper, we propose the framework of a method of generating the
surrogate networks.
As a result, it is clarified that we can generate many surrogate
networks in which a particular property is preserved to a specific value
using the proposed method.
Keyword (in Japanese) (See Japanese page) 
(in English) Complex Network / Surrogate Network / Simulated Annealing / Clustering Coefficient / Characteristic Path Length / Assortativity Coefficient / /  
Reference Info. IEICE Tech. Rep., vol. 109, no. 30, NLP2009-7, pp. 31-36, May 2009.
Paper # NLP2009-7 
Date of Issue 2009-05-08 (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. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034)
Download PDF NLP2009-7

Conference Information
Committee NLP  
Conference Date 2009-05-15 - 2009-05-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Ritsumeikan University 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2009-05-NLP 
Language English (Japanese title is available) 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A construction of surrogate network using a heuristic method 
Sub Title (in English)  
Keyword(1) Complex Network  
Keyword(2) Surrogate Network  
Keyword(3) Simulated Annealing  
Keyword(4) Clustering Coefficient  
Keyword(5) Characteristic Path Length  
Keyword(6) Assortativity Coefficient  
Keyword(7)  
Keyword(8)  
1st Author's Name Yuta Haraguchi  
1st Author's Affiliation Saitama University (Saitama Univ.)
2nd Author's Name Tohru Ikeguchi  
2nd Author's Affiliation Saitama University (Saitama Univ.)
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Speaker Author-1 
Date Time 2009-05-15 14:20:00 
Presentation Time 25 minutes 
Registration for NLP 
Paper # NLP2009-7 
Volume (vol) vol.109 
Number (no) no.30 
Page pp.31-36 
#Pages 6 
Date of Issue 2009-05-08 (NLP) 

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