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Evaluating the perception of uncertainty in alternative visualization strategies

Lookup NU author(s): Dr Stephen Blenkinsop

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Abstract

Although a number of methods have been proposed for representing uncertainty in spatial information, there has been relatively little testing of how users interpret uncertainty from those methods. Using results of a fuzzy classification of satellite imagery, this study looks at users’ perceptions of a number of different methods for visualization of uncertainty. Both relatively expert and novice users are highly successful at determining classification uncertainty among pixels when shown in greyscale images and histograms, as well as having moderate success with random animations. Viewers considered that although random animation is a good method of showing overall classification uncertainty, greyscale images are a better way to extract specific information. Serial animation was not widely appreciated. In general, the accuracy of answers to specific questions was greatly improved when linked views and ancillary graphic information were available. All the methods examined in this study, in short, were relatively successful, with the exception of serial animation.


Publication metadata

Author(s): Blenkinsop S, Fisher P, Bastin L, Wood J

Publication type: Article

Publication status: Published

Journal: Cartographica

Year: 2000

Volume: 37

Issue: 1

Pages: 1-14

Print publication date: 01/03/2000

ISSN (print): 0317-7173

ISSN (electronic): 1911-9925

Publisher: University of Toronto Press

URL: http://dx.doi.org/10.3138/3645-4V22-0M23-3T52

DOI: 10.3138/3645-4V22-0M23-3T52


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