Distinctiveness centrality in social networks.

PLoS One

Department of Law, Economics, Politics and Modern languages, LUMSA University, Rome, Italy.

Published: August 2020

The determination of node centrality is a fundamental topic in social network studies. As an addition to established metrics, which identify central nodes based on their brokerage power, the number and weight of their connections, and the ability to quickly reach all other nodes, we introduce five new measures of Distinctiveness Centrality. These new metrics attribute a higher score to nodes keeping a connection with the network periphery. They penalize links to highly-connected nodes and serve the identification of social actors with more distinctive network ties. We discuss some possible applications and properties of these newly introduced metrics, such as their upper and lower bounds. Distinctiveness centrality provides a viewpoint of centrality alternative to that of established metrics.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC7244137PMC
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0233276PLOS

Publication Analysis

Top Keywords

distinctiveness centrality
12
established metrics
8
centrality social
4
social networks
4
networks determination
4
determination node
4
centrality
4
node centrality
4
centrality fundamental
4
fundamental topic
4

Similar Publications

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!