Modeling the Cognitive Complexity of Visual Displays

Author:

Eggleston Robert G.1,Chechile Richard A.2,Fleischman Rebecca N.2

Affiliation:

1. Armstrong Aerospace Medical Research Laboratory Wright-Patterson AFB Ohio 45433

2. AnnMarie Sasseville Department of Psychology Tufts University Medford, MA 02155

Abstract

An approach for measuring the cognitive complexity of visual display formats is presented. The approach involves modeling both the knowledge that can be extracted from a format and the knowledge an operator brings to a task. A semantic network formalism is developed to capture task-relevant knowledge, from which four orthogonal predictor measures of cognitive complexity are derived. In an experiment, seven different avionic missions, performed with the aid of a horizontal situation display, were studied, and three of the predictor measures were found to correlate significantly with observed task difficulty. The results indicate that a semantic network formalism can be used to produce an objective metric of format quality in terms of cognitive complexity.

Publisher

SAGE Publications

Subject

General Medicine

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. References;Designing for Situation Awareness;2011-12-19

2. Report on the workshop on analytical models;ACM SIGCHI Bulletin;1989-04

3. Modeling the Cognitive Content of Displays;Human Factors: The Journal of the Human Factors and Ergonomics Society;1989-02

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