Multi-User Pattern Template Generation for Electronic Devices
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Solution Overview
Problem
Existing electronic devices can only determine and provide patterns specific to individual users, limiting their applicability and effectiveness across multiple users.
Innovation Solution
An electronic device and server system that collect and analyze data from multiple users to generate and transmit templates for patterns, allowing for the recommendation of configurations that can be applied to a plurality of users based on shared usage patterns.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If an electronic device determines and provides patterns specific to individual users, then the pattern accuracy for each user is improved, but the applicability and effectiveness across multiple users deteriorates
Solution Approach 1:
The patent merges individual user patterns from multiple users into a unified template. The electronic device collects event information from multiple users, determines patterns for each user, and then merges these patterns into a common template that represents shared behaviors. This allows the system to maintain high accuracy for individual users while also creating a versatile template applicable across multiple users.
Solution Approach 2:
The patent creates a universal template that can be applied across multiple users. By extracting common patterns from individual user behaviors and forming a standardized template, the system enables one template to serve multiple users effectively. The template acts as a universal configuration that can be recommended to any user exhibiting similar behavioral patterns.
2Adaptability or versatility
If an electronic device collects and analyzes data from multiple users to generate templates, then the applicability of patterns across multiple users is improved, but the device complexity increases
Solution Approach 1:
The patent segments the complex task of multi-user pattern analysis into distinct modules: an event information acquisition module that collects data from multiple users, a pattern determination module that analyzes individual user behaviors, and a template generation module that merges patterns into unified templates. This segmentation reduces overall system complexity by dividing the analysis process into manageable, specialized components.
Solution Approach 2:
The patent introduces templates as an intermediary structure between individual user patterns and multi-user applicability. Instead of directly managing complex multi-user data relationships, the system uses templates as a mediating layer that simplifies the representation of common behaviors. This intermediary structure reduces the complexity of handling multi-user data by providing a standardized format for pattern representation.
Data Source
AI summary
An electronic device including a communication interface, a memory, and a processor. The processor is configured to receive information related to at least one first event generated for a predetermined first time from an external electronic device and acquire a first pattern and a first parameter related to the first pattern, based on information on at least one second event generated within at least one predetermined time interval among the information on the at least one first event. The processor is configured to receive information related to at least one third event generated for a predetermined second time from the external electronic device. The processor is configured to acquire a second parameter related to the first pattern, based on the information related to the at least one third event. The processor is configured to generate a first template and transmit information on the first template to a server.


