Visual unrolling of network evolution and the analysis of dynamic discourse

Ulrik Brandes, Steven Corman

Research output: Contribution to journalArticle

84 Scopus citations

Abstract

We introduce a method for visualizing evolving networks. In addition to the intermediate states of the network, it conveys the nature of change between states by unrolling the dynamics of the network. Each modification is shown in a separate layer of a three-dimensional representation, where the stack of layers corresponds to a time line of the evolution. We focus on networks of dynamic discourse as the driving application, but the method extends to any type of networks evolving in similar ways.

Original languageEnglish (US)
Pages (from-to)40-50
Number of pages11
JournalInformation Visualization
Volume2
Issue number1
DOIs
StatePublished - 2003

Keywords

  • betweenness centrality
  • centering resonance analysis
  • Dynamic network visualization
  • graph drawing
  • network text analysis

ASJC Scopus subject areas

  • Computer Vision and Pattern Recognition

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