Developing A Theoretical Framework Of Task Complexity For Research On Visualization In Support Of Decision Making Under Uncertainty

Abstract

This paper describes initial validation of a theoretical framework to support research on the visualization of uncertainty. Two experiments replicated and extended this framework, illustrating how the manipulation of task complexity produces differences in performance. Additionally, using a combinatory metric of workload and performance, this framework provides a new metric for assessing uncertainty visualization. We describe how this work acts as a theoretical scaffold for examining differing forms of visualizations of uncertainty by providing a means for systematic variations in task context.

Publication Date

1-1-2017

Publication Title

Proceedings of the Human Factors and Ergonomics Society

Volume

2017-October

Number of Pages

1193-1197

Document Type

Article; Proceedings Paper

Personal Identifier

scopus

DOI Link

https://doi.org/10.1177/1541931213601781

Socpus ID

85042498198 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/85042498198

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