Composite centrality: A natural scale for complex networks

Andreas Joseph; Guanrong Chen

doi:10.1109/SITIS.2012.112

Composite centrality: A natural scale for complex networks

Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

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Abstract

We propose a composite centrality measure for general weighted and directed complex networks, based on measure standardisation and statistical normalization, whereby the composite measure is expected to follow a standard lognormal distribution. This offers a natural and absolute scale to measure node and edge centralities for complex networks. Considering snapshots of the world trade web, we demonstrate its working and introduce a standard set-up. © 2012 IEEE.

Original language	English
Title of host publication	8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r
Pages	739-743
DOIs	https://doi.org/10.1109/SITIS.2012.112
Publication status	Published - 2012
Event	8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012 - Sorrento, Italy Duration: 25 Nov 2012 → 29 Nov 2012

Conference

Conference	8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012
Place	Italy
City	Sorrento
Period	25/11/12 → 29/11/12

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title = "Composite centrality: A natural scale for complex networks",

abstract = "We propose a composite centrality measure for general weighted and directed complex networks, based on measure standardisation and statistical normalization, whereby the composite measure is expected to follow a standard lognormal distribution. This offers a natural and absolute scale to measure node and edge centralities for complex networks. Considering snapshots of the world trade web, we demonstrate its working and introduce a standard set-up. {\textcopyright} 2012 IEEE.",

author = "Andreas Joseph and Guanrong Chen",

year = "2012",

doi = "10.1109/SITIS.2012.112",

language = "English",

isbn = "9780769549118",

pages = "739--743",

booktitle = "8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r",

note = "8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012 ; Conference date: 25-11-2012 Through 29-11-2012",

}

Joseph, A & Chen, G 2012, Composite centrality: A natural scale for complex networks. in 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r., 6395165, pp. 739-743, 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012, Sorrento, Italy, 25/11/12. https://doi.org/10.1109/SITIS.2012.112

TY - GEN

T1 - Composite centrality

T2 - 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012

AU - Joseph, Andreas

AU - Chen, Guanrong

PY - 2012

Y1 - 2012

N2 - We propose a composite centrality measure for general weighted and directed complex networks, based on measure standardisation and statistical normalization, whereby the composite measure is expected to follow a standard lognormal distribution. This offers a natural and absolute scale to measure node and edge centralities for complex networks. Considering snapshots of the world trade web, we demonstrate its working and introduce a standard set-up. © 2012 IEEE.

AB - We propose a composite centrality measure for general weighted and directed complex networks, based on measure standardisation and statistical normalization, whereby the composite measure is expected to follow a standard lognormal distribution. This offers a natural and absolute scale to measure node and edge centralities for complex networks. Considering snapshots of the world trade web, we demonstrate its working and introduce a standard set-up. © 2012 IEEE.

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UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-84874029417&origin=recordpage

U2 - 10.1109/SITIS.2012.112

DO - 10.1109/SITIS.2012.112

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 9780769549118

SP - 739

EP - 743

BT - 8th International Conference on Signal Image Technology and Internet Based Systems, SITIS 2012r

Y2 - 25 November 2012 through 29 November 2012

ER -

Composite centrality: A natural scale for complex networks

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