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What is Centrality

Encyclopedia of Decision Making and Decision Support Technologies
Characteristic of a node which is well connected to many other nodes in the network.
Published in Chapter:
Using Network Analysis for Understanding How Decisions are Made
Frédéric Adam (University College Cork, Ireland)
DOI: 10.4018/978-1-59904-843-7.ch107
Abstract
Network analysis, a body of research that concentrates on the social networks that connect actors in society, has been found to have many applications in areas where researchers struggle to understand the complex workings of organisations (Nohria, 1992). Social network analysis (SNA) acknowledges that individuals are characterised just as much by their relationships with one another (which is often neglected in traditional research) as by their specific attributes (Knoke & Kuklinski, 1982) and that, beyond individuals, society itself is made of networks (Kilduff & Tsai, 2003). It is the study of the relationships between actors and between clusters of actors in organisations and in society that has been labeled network analysis. These high level observations about network analysis indicate that this orientation has great potential for the study of how managers, groups of managers, and organisations make decisions, following processes that unfold over long periods of time and that are sometimes very hard to fully comprehend without reference to a network approach. This article proposes to investigate the potential application of network analysis to the study of individual and organizational decision making and to leverage its strengths for the design and development of better decision aids.
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More Results
Modules in Biological Networks: Identification and Application
An index that measures the relative importance of nodes or edges in a graph.
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Clique Size and Centrality Metrics for Analysis of Real-World Network Graphs
A quantitative measure of ranking the vertices of a graph based on its topological structure.
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The Creation of Online Communities and Social Networking Sites based on Constitutive Elements of Identity
A concept used in network analysis to identify points that are connected within a system and can be important and influential people.
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Using Communities of Inquiry Online to Perform Tasks of Higher Order Learning
The measure of the interaction considering the directionality of the sending or receiving of messages.
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Centrality Analysis of the United States Network Graph
A quantitative measure of the importance of the node on the basis of the topological structure of the network.
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Social Networks and Graph Theory in the Search for Distant Knowledge: Studying the Field of Industrial Engineering
It refers to the measurement on a vertex of a mentioned graph, which determines its relative importance within it. The centrality of a degree (the most basic and current), corresponds to the number of links that a node has with the others.
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Visualising Social Networks in Collaborative Environments
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