Dynamic Message Display Prioritization via Interaction Scoring

The patent applies local quality by differentiating the display presentation of messages based on their value. High-value messages are displayed with enhanced visual characteristics (such as larger font size, different colors, or prominent positioning) while ordinary messages use standard display. This allows the system to maintain completeness of information display while enabling users to quickly identify and prioritize high-value messages through visual differentiation, thereby resolving the contradiction between information completeness and browsing efficiency.

The patent implements self-service by automatically calculating message value scores based on interaction response information (such as likes, comments, and shares) without requiring user intervention. The system autonomously prioritizes and displays messages according to their calculated value, eliminating the need for complex manual screening mechanisms or user grouping operations. This automatic value-based display system improves browsing efficiency while keeping the interface simple and intuitive.

The patent applies parameter changes by transforming qualitative message value assessment into quantitative scoring based on specific interaction parameters (number of likes, comments, shares, etc.). Each interaction type is assigned a weight, and the cumulative score determines message priority. This parameter-based approach improves measurement precision in message valuation while maintaining relatively simple processing logic through standardized calculations, avoiding excessive system complexity.