A user study of visualization effectiveness using EEG and cognitive load

E. W. Anderson, K. C. Potter, L. E. Matzen, J. F. Shepherd, G. A. Preston, C. T. Silva

Research output: Contribution to journalArticle

Abstract

Effectively evaluating visualization techniques is a difficult task often assessed through feedback from user studies and expert evaluations. This work presents an alternative approach to visualization evaluation in which brain activity is passively recorded using electroencephalography (EEG). These measurements are used to compare different visualization techniques in terms of the burden they place on a viewer's cognitive resources. In this paper, EEG signals and response times are recorded while users interpret different representations of data distributions. This information is processed to provide insight into the cognitive load imposed on the viewer. This paper describes the design of the user study performed, the extraction of cognitive load measures from EEG data, and how those measures are used to quantitatively evaluate the effectiveness of visualizations.

Original languageEnglish (US)
Pages (from-to)791-800
Number of pages10
JournalComputer Graphics Forum
Volume30
Issue number3
DOIs
StatePublished - Jan 1 2011

Keywords

  • Categories and Subject Descriptors (according to ACM CCS)
  • General-Human Factors, Evaluation, Electroencephalography
  • I.3.3 [Computer Graphics]

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design

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    Anderson, E. W., Potter, K. C., Matzen, L. E., Shepherd, J. F., Preston, G. A., & Silva, C. T. (2011). A user study of visualization effectiveness using EEG and cognitive load. Computer Graphics Forum, 30(3), 791-800. https://doi.org/10.1111/j.1467-8659.2011.01928.x