Context-Aware Display UI Adaptation via Usage Pattern Detection
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Solution Overview
Problem
Current ubiquitous space technologies lack intelligent functionality, relying on direct user control and providing limited services, failing to effectively utilize communication-enabled electronic devices for intelligent interaction.
Innovation Solution
A display apparatus and system that collects usage information from multiple electronic devices, generates use pattern information, and dynamically adjusts the user interface (UI) to display relevant content based on detected usage patterns, such as advertisement content or absence information, upon specific events.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Extent of automation
If direct user control is used to operate services, then ease of operation is maintained, but intelligent functionality and automation are insufficient
Solution Approach 1:
The system enables electronic devices to automatically perform operations without direct user control. The display apparatus autonomously detects usage patterns from multiple electronic devices and automatically configures and displays relevant UI screens based on detected patterns, eliminating the need for direct user commands while maintaining ease of use.
Solution Approach 2:
The system implements feedback mechanisms by continuously collecting usage information from multiple electronic devices, analyzing usage patterns, and automatically adjusting UI displays based on detected patterns. This closed-loop feedback enables intelligent automation while adapting to user behavior without requiring direct user control.
2Adaptability or versatility
If usage information from multiple electronic devices is collected and analyzed, then intelligent functionality and context-aware UI are improved, but device complexity and data processing requirements increase
Solution Approach 1:
The display apparatus serves multiple functions: it displays content, collects usage information from multiple electronic devices, analyzes usage patterns, and automatically configures UI screens based on detected patterns. This multi-functionality enables context-aware UI adaptation without requiring separate dedicated systems for each function.
Solution Approach 2:
The system merges data collection, pattern analysis, and UI configuration functions into a single integrated system at the display apparatus. By combining these functions rather than distributing them across multiple separate systems, the solution reduces overall system complexity while maintaining adaptability.
3Loss of information
If variable UI screens are displayed based on usage patterns, then user satisfaction and relevance of content are improved, but information processing and pattern recognition complexity increase
Solution Approach 1:
The system performs preliminary actions by collecting and storing usage information from multiple electronic devices before UI screens are displayed. Usage patterns are pre-analyzed and stored in the storage unit, enabling the display apparatus to quickly retrieve and display relevant UI screens without performing complex real-time analysis during actual display operations.
Solution Approach 2:
The system segments the information processing task into distinct phases: usage information collection from multiple devices, pattern analysis and storage, and UI configuration based on detected patterns. This segmentation allows each phase to be handled independently, reducing the complexity of any single processing step while maintaining overall system intelligence.
Data Source
AI summary
A display apparatus is disclosed. The display apparatus includes: a display; a transceiver configured to perform communication with a plurality of electronic devices so as to receive information on a usage of the plurality of electronic devices; a storage configured to classify and store information on a pattern of usage generated according to the information on the usage of the plurality of electronic devices and information on a time period of the usage of the plurality of electronic devices; and a controller configured to detect the pattern of usage corresponding to an arbitrary event when the arbitrary event occurs and configure a variable user interface (UI) screen to be displayed on the display based on the pattern of usage.