3.7 Centrality for Hubs and Authorities

This lesson focuses on centrality in directed networks, introducing the important distinction between hubs and authorities. It explains how algorithms like HITS are used to score nodes based on whether they are influential pointers (hubs) or widely cited sources of information (authorities).

Publication Details

Journal
DuEPublico (University of Duisburg-Essen)
Published
2025-10-08
DOI
https://doi.org/10.17185/duepublico/84460
Primary Topic
Complex Network Analysis Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

3.7 Centrality for Hubs and Authorities

DuEPublico (University of Duisburg-Essen)
Complex Network Analysis Techniques
article

3.7 Centrality for Hubs and Authorities

article en

Abstract

This lesson focuses on centrality in directed networks, introducing the important distinction between hubs and authorities. It explains how algorithms like HITS are used to score nodes based on whether they are influential pointers (hubs) or widely cited sources of information (authorities).

DuEPublico (University of Duisburg-Essen)
Openalex Percentile: Top 46%
Complex Network Analysis Techniques
DOIOpen Access PDFOpenAlex
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3.7 Centrality for Hubs and Authorities · DuEPublico (University of Duisburg-Essen) (2025) | TGRS Research Map | TGRS