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Paper Abstract and Keywords
Presentation 2016-09-15 11:05
A Fast Method for Finding the Edge to be Inserted to Minimize Betweenness Centrality of a Specified Vertex
Toshiyuki Namba, Tatsuki Kohno, Norikazu Takahashi (Okayama Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) Betweenness centrality is a measure that represents the importance of each vertex of a graph. From the viewpoint of the robustness against attacks and failures, it is desired that all vertices take similar values of the betweenness centrality. A simple way to increase the robustness of a given graph is to insert a small number of edges so that the largest betweenness centrality decreases as much as possible. In this paper, we consider the problem of finding an edge to be inserted in order to minimize the betweenness centrality of a specified vertex of a given graph. We first analyze theoretically how the number and length of the shortest paths between any pair of two vertices are affected by an edge insertion. We then design a fast algorithm for solving the problem mentioned above, by using the theoretical results. We finally examine the efficiency of the proposed algorithm by some experiments on random graphs and scale-free graphs.
Keyword (in Japanese) (See Japanese page) 
(in English) complex network / betweenness centrality / robustness / edge insertion / / / /  
Reference Info. IEICE Tech. Rep., vol. 116, no. 215, NLP2016-56, pp. 63-68, Sept. 2016.
Paper # NLP2016-56 
Date of Issue 2016-09-07 (NLP) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

Conference Information
Committee NLP  
Conference Date 2016-09-14 - 2016-09-15 
Place (in Japanese) (See Japanese page) 
Place (in English) Konan Univ. 
Topics (in Japanese) (See Japanese page) 
Topics (in English)  
Paper Information
Registration To NLP 
Conference Code 2016-09-NLP 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Fast Method for Finding the Edge to be Inserted to Minimize Betweenness Centrality of a Specified Vertex 
Sub Title (in English)  
Keyword(1) complex network  
Keyword(2) betweenness centrality  
Keyword(3) robustness  
Keyword(4) edge insertion  
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1st Author's Name Toshiyuki Namba  
1st Author's Affiliation Okayama University (Okayama Univ.)
2nd Author's Name Tatsuki Kohno  
2nd Author's Affiliation Okayama University (Okayama Univ.)
3rd Author's Name Norikazu Takahashi  
3rd Author's Affiliation Okayama University (Okayama Univ.)
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Speaker
Date Time 2016-09-15 11:05:00 
Presentation Time 25 
Registration for NLP 
Paper # IEICE-NLP2016-56 
Volume (vol) IEICE-116 
Number (no) no.215 
Page pp.63-68 
#Pages IEICE-6 
Date of Issue IEICE-NLP-2016-09-07 


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