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Updated: May 3, 2026

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An Assessment Method and Toolkit to Evaluate Keyboard Design on Smartphones
Published on: October 5, 2020
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Accessible Gesture Typing on Smartphones for People with Low Vision
Dan Zhang1, William H Seiple2, Zhi Li1
1Department of Computer Science, Stony Brook University New York, USA.
Summary
We developed two new keyboards for low vision users to improve gesture typing. The key-magnified keyboard achieved a 27.5% faster typing speed than conventional methods.
Area of Science:
- Human-Computer Interaction
- Assistive Technology
- Accessibility Research
Background:
- Gesture typing is common on touchscreens but lacks support for low vision users.
- Existing solutions often hinder usability when screen magnifiers are active.
Purpose of the Study:
- To design and evaluate novel keyboard prototypes enabling gesture typing for individuals with low vision.
- To develop a decoding algorithm accommodating unique typing behaviors of low vision users.
Main Methods:
- Implemented two keyboard prototypes: layout-magnified and key-magnified.
- Developed a kinematics-based decoding algorithm for flexible gesture recognition.
- Conducted a user study comparing prototype performance against conventional gesture typing.
Main Results:
- Both prototypes allowed uninterrupted key access with active screen magnifiers.
- The key-magnified keyboard achieved 5.28 words per minute.
- This represents a 27.5% speed improvement over conventional gesture typing with voice feedback.
Conclusions:
- Novel keyboard designs and a specialized decoding algorithm significantly enhance gesture typing for low vision users.
- The key-magnified keyboard offers a faster and more accessible text input method.
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