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The Blogosphere at a Glance — Content-Based Structures Made Simple
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.ORCID iD: 0000-0001-9244-4546
RISE, Swedish ICT, SICS, Decisions, Networks and Analytics lab.ORCID iD: 0000-0001-7949-1815
2011 (English)Conference paper, Published paper (Refereed)
Abstract [en]

A network representation based on a basic wordoverlap similarity measure between blogs is introduced. The simplicity of the representation renders it computationally tractable, transparent and insensitive to representation-dependent artifacts. Using Swedish blog data, we demonstrate that the representation, in spite of its simplicity, manages to capture important structural properties of the content in the blogosphere. First, blogs that treat similar subjects are organized in distinct network clusters. Second, the network is hierarchically organized as clusters in turn form higher-order clusters: a compound structure reminiscent of a blog taxonomy.

Place, publisher, year, edition, pages
2011, 7.
National Category
Computer and Information Sciences
Identifiers
URN: urn:nbn:se:ri:diva-23992OAI: oai:DiVA.org:ri-23992DiVA: diva2:1043071
Conference
IJCAI, Social Web Mining
Available from: 2016-10-31 Created: 2016-10-31 Last updated: 2018-01-17Bibliographically approved

Open Access in DiVA

fulltext(932 kB)9 downloads
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CiteExportLink to record
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Citation style
  • apa
  • ieee
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  • vancouver
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Language
  • de-DE
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  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
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  • Other locale
More languages
Output format
  • html
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  • asciidoc
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