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From Information to Choice: A Critical Inquiry Into Visualization Tools for Decision Making.
IEEE Transactions on Visualization and Computer Graphics
|October 23, 2023
Summary
Most visualization tools support data exploration but few aid decision-making stages like design and choice. Future tools need more flexibility and preference support for better decision support systems.
Area of Science:
- Information Visualization
- Decision Science
- Human-Computer Interaction
Background:
- Decision-making involves intelligence, design, and choice stages.
- Visualization tools primarily support the intelligence (data exploration) stage.
- Limited understanding exists on how visualization supports design and choice stages.
Conclusions:
- Visualization tools have significant potential to support all decision-making stages.
- Enhancing flexibility, exploring new paradigms, and increasing user-controlled algorithmic support are crucial for improving the choice stage.
- Future research should focus on developing more comprehensive decision support visualization systems.
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