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Applications of eigenvector centrality to small social networks
University of Borås, School of Engineering.
University of Borås, School of Education and Behavioural Science.
(English)Manuscript (preprint) (Other academic)
Abstract [en]

This article investigates conceptual and methodological questions that may arise in applying eigenvector centrality to small social networks such as school classes. The focus on small networks brings out surprising and subtle properties related to the interpretation of the measure. We investigate examples where the weighted adjacency matrix of the underlying social network quantifies inter-individual preferences of whom to work with or play with. We show that mathematical operations such as transposition and symmetrization of the weighted adjacency matrix enhances the power of the measure. It is demonstrated that it is not sufficient to work with the original weight matrix. By working with a symmetrized or a semi-symmetrized or a transposed weight matrix different characteristics of the social interaction are revealed. The method chosen depends on the purpose of the investigation. Identifying isolated or popular individuals in the network are also facilitated using these operations.

Keyword [en]
eigenvector, centrality, small, social, networks, peer relations, integration
National Category
Social Sciences
Research subject
Teacher Education and Education Work
Identifiers
URN: urn:nbn:se:hb:diva-9395Local ID: 2320/12750OAI: oai:DiVA.org:hb-9395DiVA: diva2:912609
Available from: 2016-03-17 Created: 2016-03-17 Last updated: 2016-03-17

Open Access in DiVA

fulltext(172 kB)137 downloads
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File name FULLTEXT01.pdfFile size 172 kBChecksum SHA-512
25d1c3bafd214d36e561de2c85be629f26eb477e65dc1da526dc25c759f86124ad8a7fd45bf545911c087129567a4af3f6fc6deceb1d7cb8b48d1b8f396f68a3
Type fulltextMimetype application/pdf

Authority records BETA

Bengtsson, Anders K. H.Holfve Sabel, Mary-Anne

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CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf