Location-Based Device Settings Using Historical Usage Patterns
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Solution Overview
Problem
Existing user devices require manual interaction for setting adjustments based on location changes, which is inconvenient and inefficient.
Innovation Solution
User devices automatically update settings based on historical use data and location changes, using GPS data and machine learning to associate settings with specific locations, optionally providing notifications for user confirmation.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If manual interaction is required for setting adjustments based on location changes, then user control is maintained, but convenience and efficiency deteriorate
Solution Approach 1:
The system automatically monitors user location via GPS and autonomously applies pre-configured location-based settings without requiring manual user intervention. The device serves itself by detecting location changes and executing corresponding setting updates automatically.
Solution Approach 2:
Users pre-configure multiple sets of settings associated with different locations before actual use. The system stores these predetermined setting combinations and automatically retrieves and applies the appropriate set when the user arrives at a configured location, eliminating the need for real-time manual adjustment.
2Productivity
If automatic setting updates are implemented without user confirmation, then efficiency is improved, but user control and awareness deteriorate
Solution Approach 1:
The system provides notifications to users when automatic setting updates are applied based on location changes. This feedback mechanism maintains user awareness and control while preserving the efficiency benefits of automatic operation, allowing users to understand and manage the system's behavior.
3Adaptability or versatility
If location-based setting association is implemented, then adaptability to different locations is improved, but device complexity increases
Solution Approach 1:
The system uses a universal GPS location tracking mechanism that serves multiple functions: determining user position, triggering location-based settings, and enabling the entire location-aware feature set. This single multi-functional approach reduces overall system complexity compared to implementing separate specialized systems for each function.
Data Source
AI summary
Embodiments of the present disclosure are directed to systems and methods for determining sets of user computing device settings that are associated with different locations based on historical use data. A user computing device associated with these sets of user computing device settings may determine that the user computing device has moved from a first location to a second location. Based on determining that the user computing device is located at the second location, the user computing device may update from a first set of user computing device settings to a second set of user computing device settings. Additionally or alternatively, determining that the user computing device has moved from a first location to a second location may cause display of a notification recommending that the user computing device settings be updated to the second set of settings.