Using treemaps to visualize the analytic hierarchy process

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作者
Human-Computer Interaction Laboratory, University of Maryland, College Park, MD 20740, United States [1 ]
不详 [2 ]
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Inf. Syst. Res. | / 4卷 / 357-375期
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Analytic hierarchy process - Sensitivity analysis - Hierarchical systems - Data visualization - Decision support systems - Decision making - Forestry - Visualization;
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摘要
Treemaps, a visualization method for large hierarchical data spaces, are used to augment the capabilities of the Analytic Hierarchy Process (AHP) for decision-making. Two direct manipulation tools, presented metaphorically as a pump and a hook, were developed and applied to the treemap to support AHP sensitivity analysis. Users can change the importance of criteria dynamically on the two-dimensional treemap and immediately see the impact on the outcome of the decision. This fluid process dramatically speeds up exploration and provides a better understanding of the relative impact of the component criteria. A usability study with six subjects using a prototype AHP application showed that treemap representation was acceptable from a visualization and data operation standpoint. Copyright © 1995, Institute for Operations Research and the Management Sciences.
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