Presentation 2013-07-12
The rank difference of node centrality between global and local graphs
Yoshihiro Kaneko, Yuhei Ishii,
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Abstract(in English) This paper considers the difference of node centrality measures between global graph and local graphs. The next hop selection in distance vector-based routing motivates the paper. For each node, a subgraph termed a local k-hop graph, is composed of nodes and links obtained from neighboring information of other nodes within k-1 hops from that node. This paper deals with three well-known centrality measures such as degree, closeness and betweenness. For each centrality measure, a rank difference of nodes is defined and compared through simulation experiments. As a result, betweenness centrality measure turns out to provide less rank difference between global graph and local graphs.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Degree centrality / Closeness centrality / Betweenness centrality / Local k-hop graph / Node rank difference
Paper # CAS2013-32,VLD2013-42,SIP2013-62,MSS2013-32
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Committee VLD
Conference Date 2013/7/4(1days)
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Registration To VLSI Design Technologies (VLD)
Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) The rank difference of node centrality between global and local graphs
Sub Title (in English)
Keyword(1) Degree centrality
Keyword(2) Closeness centrality
Keyword(3) Betweenness centrality
Keyword(4) Local k-hop graph
Keyword(5) Node rank difference
1st Author's Name Yoshihiro Kaneko
1st Author's Affiliation Faculty of Engineering, Gifu University()
2nd Author's Name Yuhei Ishii
2nd Author's Affiliation Faculty of Engineering, Gifu University
Date 2013-07-12
Paper # CAS2013-32,VLD2013-42,SIP2013-62,MSS2013-32
Volume (vol) vol.113
Number (no) 119
Page pp.pp.-
#Pages 6
Date of Issue