Evaluation of Multivariate Visualization on a Multivariate Task

• Published in: IEEE transactions on visualization and computer graphics Vol. 18; no. 12; pp. 2114 - 2121
• Main Authors: Livingston, M. A., Decker, J. W., Zhuming Ai
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.12.2012; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Analysis of variance; Data visualization; Gray-scale; Image color analysis; Mathematical analysis; Mathematical models; multivariate visualization; Quantitative evaluation; Response time; Shape analysis; Spots; Studies; Tasks; texture perception; Time factors; visual task design; Visualization

Multivariate visualization techniques have attracted great interest as the dimensionality of data sets grows. One premise of such techniques is that simultaneous visual representation of multiple variables will enable the data analyst to detect patterns amongst multiple variables. Such insights coul...