Log-Scored Visual Element Generation for Adaptive Dashboards
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Solution Overview
Problem
Traditional user-interface designs rely on static visual elements, limiting flexibility and adaptability to diverse user requirements, necessitating a need for systems that can dynamically generate and customize visual elements in real-time.
Innovation Solution
An apparatus and method that utilizes a processor and memory to receive log data entries, categorize them, identify correlations, assign scores, and dynamically generate dashboards with visual elements, allowing for real-time customization based on user interactions.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If static visual elements are used in user-interface design, then implementation is simple and consistent, but flexibility and adaptability to diverse user requirements are limited
Solution Approach 1:
The patent implements dynamic visual elements that automatically adjust and transform based on user interactions and contextual data. The system transitions from static to dynamic interfaces by introducing real-time modifications to visual elements, enabling the interface to adapt to diverse user requirements while maintaining manageable complexity through automated control mechanisms
Solution Approach 2:
The system modifies parameters of visual elements (such as appearance, behavior, and configuration) based on analyzed user data and contextual information. By dynamically changing these parameters rather than creating entirely new elements, the system achieves high adaptability while controlling the complexity of the generation process
2Ease of operation
If pre-defined static visual elements are used, then development time is reduced and implementation is straightforward, but real-time customization capability is lost
Solution Approach 1:
The system performs preliminary analysis of user data, preferences, and contextual information to pre-calculate optimal visual element configurations. This preparation work enables rapid real-time customization when users interact with the interface, as the system already has processed data ready for quick application without requiring extensive processing during actual use
Solution Approach 2:
The system generates customized visual elements by creating modified copies of template elements rather than generating entirely new elements from scratch. This copying approach with selective modifications reduces processing time while still achieving real-time customization, as the base structure is already prepared and only specific parameters need adjustment
Data Source
AI summary
An apparatus and method for dynamic generation of visual elements in a user-interface. The apparatus includes at least a processor and a memory communicatively connected to the at least a processor. The memory instructs the processor to receive a first entry and a second entry of a plurality of log data, categorize the first entry into at least a first category of a first plurality of categories and the second entry into at least a second category of a second plurality of categories, generate key entries, assign a first score to the first entry and a second score to the second entry as a function of key entries, dynamically generate a first dashboard, modify the first dashboard based on the score of a second entry to produce a second dashboard comprising a second plurality of categories associated with at least a second visual element, display the second dashboard.