Visualization for Human-Centered AI Tools
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ID: 283220
2024
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Abstract
Human-centered AI (HCAI) puts the user in the driver's seat of so-called
human-centered AI-infused tools (HCAI tools): interactive software tools that
amplify, augment, empower, and enhance human performance using AI models. We
discuss how interactive visualization can be a key enabling technology for
creating such human-centered AI tools. To validate our approach, we first
interviewed HCI, AI, and Visualization experts to define the characteristics of
HCAI tools. We then present several examples of HCAI tools using visualization
and use the examples to extract guidelines on how interactive visualization can
support future HCAI tools.
| Reference Key |
elmqvist2024visualization
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|---|---|
| Authors | Md Naimul Hoque; Sungbok Shin; Niklas Elmqvist |
| Journal | arXiv |
| Year | 2024 |
| DOI |
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