Dynamic Home Screen Adaptation via User Intent Detection
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Solution Overview
Problem
Current home screens on mobile devices are static and cannot be dynamically changed to display different sets of icons based on user intent, limiting their functionality in adapting to varying user needs and contexts.
Innovation Solution
A system and method for dynamically generating and displaying a home screen on a user device by determining user intent through real-time input variables, selecting relevant resources, and generating a new home screen with corresponding icons, which can be updated based on changes in environmental or personal variables.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If a static home screen with fixed icons is used, then the device structure remains simple and easy to operate, but the adaptability to different user needs and contexts deteriorates
Solution Approach 1:
The home screen transitions from a static configuration to a dynamic one that automatically reconfigures based on detected user intent. The system continuously monitors input variables (location, time, activity) and dynamically generates different home screen layouts with relevant icons and information, allowing the interface to adapt its structure and content according to current user needs without requiring manual reconfiguration.
Solution Approach 2:
The system automatically detects user intent through monitoring input variables and self-configures the home screen without requiring explicit user commands. The device performs self-service by autonomously determining what information and applications are relevant based on contextual data, then dynamically generating and displaying the appropriate home screen configuration, reducing the need for manual user intervention.
2Loss of information
If a static home screen is used, then the ease of operation is maintained, but the loss of information about relevant content deteriorates
Solution Approach 1:
The home screen displays different information and icons based on the specific user intent detected at each moment. Instead of a uniform static layout, the system applies local quality by tailoring the content, icons, and information presented on the home screen to match the current contextual situation, ensuring that only relevant information is displayed prominently while maintaining simple access through automated detection.
Solution Approach 2:
The system continuously monitors input variables such as location, time, and user activity to detect changes in user intent. This feedback loop allows the system to automatically update the home screen content based on real-time contextual information, ensuring that the displayed information remains relevant and up-to-date without requiring manual user input or complex navigation.
3Adaptability or versatility
If dynamic home screen generation is implemented, then the adaptability to user intent improves, but the device complexity increases
Solution Approach 1:
The system pre-establishes the framework and rules for dynamic home screen generation during system initialization or configuration phases. By pre-defining the parameters, variables, and logic for detecting user intent and selecting relevant content, the system reduces the computational complexity required during runtime, allowing dynamic adaptation to occur efficiently without requiring complex real-time processing for every decision.
Data Source
AI summary
A method and system for dynamically generating and displaying a home screen on a display of a user device are provided. The method includes receiving a portion of a query; determining a query based on the portion of a query and a user experience; determining at least one estimated user intent based on the query and at least one input variable; selecting a plurality of resources of information based on the at least one estimated user intent; providing the plurality of resources to the user device; receiving a selection of a desired resource from the user device; determining a definitive user intent from the at least one estimated user intent based on the selection; generating a new home screen respective of the definitive user intent; and causing the user device to replace a current home screen with the new generated home screen.