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Changing the View: Towards the Theory of Visualisation Comprehension

Published: 15 July 2009 Publication History

Abstract

The core problem of the evaluation of Information Visualisation is that the end product of visualisation – the comprehension of the information from the data – is difficult to measure objectively. This paper outlines a description of visualisation comprehension based on two existing theories of perception: Principles of Perceptual Organisation and the Reverse Hierarchy Theory. The resulting account of the processes involved in visualisation comprehension enables evaluation that is not only objective, but also non-comparative, providing an absolute efficiency classification. Finally, as a sample application of this approach, an experiment studying the benefits of interactivity in 3D scatterplots is presented.

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  • (2015)Twist and LearnProceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems10.1145/2702123.2702201(313-316)Online publication date: 18-Apr-2015
  • (2010)Information visualization and the arts-science-social science interfaceProceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia10.1145/1963564.1963566(9-17)Online publication date: 27-Dec-2010

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Information & Contributors

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Published In

cover image Guide Proceedings
IV '09: Proceedings of the 2009 13th International Conference Information Visualisation
July 2009
662 pages
ISBN:9780769537337

Publisher

IEEE Computer Society

United States

Publication History

Published: 15 July 2009

Author Tags

  1. comprehension
  2. data visualisation
  3. evaluation
  4. hierarchy of perception
  5. perceptual organisation

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Cited By

View all
  • (2015)Twist and LearnProceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems10.1145/2702123.2702201(313-316)Online publication date: 18-Apr-2015
  • (2010)Information visualization and the arts-science-social science interfaceProceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia10.1145/1963564.1963566(9-17)Online publication date: 27-Dec-2010

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