Adaptive UI Shortcuts for Faster Interactive Element Navigation
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Solution Overview
Problem
Navigating user interfaces via keyboards or mice can be slow and tedious, especially when interacting with numerous and closely spaced elements, and existing shortcuts are not adaptive to user behavior.
Innovation Solution
Analyze user interaction frequency with interface elements, determine the most frequently used elements, assign defined shortcut inputs, and display these inputs for quick access.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If keyboard navigation is used to access interactive elements in prescribed order, then all interactive elements can be accessed systematically, but navigation becomes slow and tedious requiring numerous tab operations
Solution Approach 1:
The system performs preliminary analysis of user interaction patterns to identify frequently accessed interactive elements before navigation occurs. Shortcuts are pre-assigned to these elements based on historical data, allowing users to jump directly to commonly used elements without sequential tabbing through the entire interface.
Solution Approach 2:
The patent replaces the mechanical sequential tab navigation system with an intelligent shortcut system that uses automated analysis and predictive mapping. Instead of relying on fixed positional navigation, the system substitutes a dynamic shortcut mechanism that learns user behavior and provides optimized access paths.
2Loss of time
If mouse or trackpad navigation is used to jump to required interactive elements, then direct access is possible, but accuracy is compromised when elements are numerous and closely spaced
Solution Approach 1:
The system introduces keyboard shortcuts as an intermediary navigation mechanism between the user and closely spaced interactive elements. Instead of requiring precise mouse positioning, the shortcut keys serve as a mediator that provides unambiguous, precise activation of target elements through keyboard input, eliminating the precision problems associated with mouse navigation in dense interfaces.
3Loss of time
If fixed shortcuts are implemented for interactive elements, then navigation speed improves, but adaptability to changing user behavior is lost
Solution Approach 1:
The shortcut system is designed to be dynamic rather than static. It continuously monitors and analyzes user interaction patterns, automatically updating shortcut assignments as user behavior evolves. This dynamic adaptation ensures that shortcuts remain optimized for current user needs while maintaining fast navigation speeds.
Solution Approach 2:
The system implements feedback loops where user interaction data is continuously collected, analyzed, and used to refine shortcut assignments. This feedback mechanism allows the system to learn from user behavior patterns and automatically adjust shortcut mappings to better serve evolving user needs, maintaining both speed and adaptability.
4Adaptability or versatility
If shortcuts are assigned to all interactive elements, then comprehensive access is provided, but interface complexity and visual clutter increase
Solution Approach 1:
Instead of uniformly applying shortcuts to all interactive elements, the system applies shortcuts selectively based on local characteristics of each element's usage frequency and importance. Frequently accessed elements receive shortcut assignments while less commonly used elements do not, creating a non-uniform distribution that reduces overall interface complexity while maintaining comprehensive access where needed.
Solution Approach 2:
The system changes the parameter of shortcut assignment from a binary state (all or none) to a continuous spectrum based on usage frequency thresholds. By adjusting this parameter dynamically, the system can optimize the number of shortcuts displayed, balancing comprehensive access with interface simplicity based on actual user behavior patterns.
Data Source
AI summary
Computer technology for providing shortcuts for user interface interactive elements. The method analyzes user interaction frequency with interactive elements of a user interface display and determines a number of most frequently used interactive elements in the display. The method assigns defined shortcut user inputs for the number of most frequently used interactive elements by mapping a shortcut to the interactive element in the display to interact with the interactive element when the shortcut is entered and displays the defined shortcut user inputs for the interactive elements in the display.


