Group-Level Graph Visualization Taxonomy

Bahador Saket, Paolo Simonetto, Stephen G. Kobourov

Research output: Chapter in Book/Report/Conference proceedingConference contribution

17 Scopus citations

Abstract

Task taxonomies for graph and network visualization focus on tasks commonly encountered when analyzing graph connectivity and topology. However, in many application fields such as the social sciences (social networks), biology (protein interaction models), software engineering (program call graphs), connectivity and topology information is intertwined with grouping and clustering information. Several recent visualization techniques, such as BubbleSets, LineSets and GMap, make explicit use of grouping and clustering, but evaluating such visualizations has been difficult due to the lack of standardized group-level tasks. With this in mind, our goal is to define a new set of tasks that assess group-level comprehension. We propose several types of group-level tasks and provide several examples of each type. Finally, we characterize some of the proposed tasks using a multi-level typology of abstract visualization tasks. We believe that adding group-level tasks to the task taxonomy for graph visualization would make the taxonomy more useful for recent graph visualization techniques. It would help evaluators define and categorize new tasks, and it would help generalize individual results collected in controlled experiments.

Original languageEnglish (US)
Title of host publicationEurographics Conference on Visualization, EuroVis 2014 - Short Papers
EditorsN. Elmqvist, M. Hlawitschka, J. Kennedy
PublisherThe Eurographics Association
Pages85-89
Number of pages5
ISBN (Electronic)9783905674699
DOIs
StatePublished - 2014
Event16th Eurographics Conference on Visualization, EuroVis 2014 - Swansea, United Kingdom
Duration: Jun 9 2014Jun 13 2014

Publication series

NameEurographics Conference on Visualization, EuroVis 2014 - Short Papers

Conference

Conference16th Eurographics Conference on Visualization, EuroVis 2014
Country/TerritoryUnited Kingdom
CitySwansea
Period6/9/146/13/14

ASJC Scopus subject areas

  • Software
  • Computer Graphics and Computer-Aided Design
  • Applied Mathematics
  • Signal Processing

Fingerprint

Dive into the research topics of 'Group-Level Graph Visualization Taxonomy'. Together they form a unique fingerprint.

Cite this