3.6 Katz Centrality

This lesson introduces Katz Centrality, a measure of influence that extends Eigenvector Centrality by counting all paths from a node, with shorter paths weighted more heavily. It also incorporates a baseline value, ensuring that all nodes, including peripheral ones, receive a base level of importance.

Publication Details

Journal
DuEPublico (University of Duisburg-Essen)
Published
2025-10-08
DOI
https://doi.org/10.17185/duepublico/84459
Primary Topic
Psychometric Methodologies and Testing
Type
article
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article

3.6 Katz Centrality

DuEPublico (University of Duisburg-Essen)
Psychometric Methodologies and Testing
article

3.6 Katz Centrality

article en

Abstract

This lesson introduces Katz Centrality, a measure of influence that extends Eigenvector Centrality by counting all paths from a node, with shorter paths weighted more heavily. It also incorporates a baseline value, ensuring that all nodes, including peripheral ones, receive a base level of importance.

DuEPublico (University of Duisburg-Essen)
Openalex Percentile: Top 38%
Psychometric Methodologies and Testing
DOIOpen Access PDFOpenAlex
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3.6 Katz Centrality · DuEPublico (University of Duisburg-Essen) (2025) | TGRS Research Map | TGRS