Work

Degree Centrality, Betweenness Centrality, and Closeness Centrality in Social Network

Year: 2017

Type: conference-paper

Abstract: Social network theory is becoming more and more significant in social science, and the centrality measure is underlying this burgeoning theory.In perspective of social network, individuals, organizations, companies etc. are like nodes in the network, and centrality is used to measure these nodes' power, activity, communication convenience and so on.Meanwhile, degree centrality, betweenness centrality and closeness centrality are the popular detailed measurements.This paper presents these 3 centrality in-depth, from principle to algorithm, and prospect good in the future use.

Source: International Conference on Modelling, Simulation and Applied Mathematics (MSAM)

DOI: 10.2991/msam-17.2017.68

Authors: Junlong Zhang, Yu Luo

Institutions: Macau University of Science and Technology, South China Normal University

Language: English

Topic: Complex Network Analysis Techniques

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W2609428401

FWCI: 2.98

Cites: 22

Cited by: 511

Related to: 10