Comment Management System Balancing Feedback and Recency
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Solution Overview
Problem
Existing comment management systems are biased towards earlier comments, which do not accurately reflect real-time public opinion, as they prioritize comments based on the number of recommendations rather than freshness and time of posting.
Innovation Solution
A comment management method that selects and distinguishes between 'first' comments based on user feedback and 'second' comments based on both feedback and the time of posting, ensuring that both types are displayed on a user terminal, with the 'second' comments being from the most recent comments within a specified duration.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If comments are selected based on the number of recommendations or sympathies received, then the best comment is determined, but the selection is biased toward earlier written comments and does not accurately reflect real-time public opinion
Solution Approach 1:
The patent changes the selection parameters from solely based on recommendation count to a hybrid model that incorporates both recommendation count and time weight. By introducing a time-based decay factor or time weight parameter, the system balances between popular comments and recent comments, resolving the contradiction between accuracy of best comment selection and time bias.
Solution Approach 2:
The patent implements a dynamic comment selection mechanism that adapts over time. Instead of a static ranking based only on recommendation count, the system dynamically adjusts comment rankings by incorporating time-weighted factors, allowing the 'best comment' to evolve and reflect changing public opinion in real-time.
2Productivity
If only comments based on feedback are displayed, then user preference is highlighted, but recent comments with high preference may be overlooked due to time bias
Solution Approach 1:
The patent segments the comment display into different categories or layers: one segment for comments based primarily on feedback (recommendation count) and another segment for recent comments with high preference. This segmentation allows both types of comments to be prominently displayed without interfering with each other, ensuring both user preference response and recent perspective are maintained.
Solution Approach 2:
The patent adds a temporal dimension to the comment display by introducing time-weighted factors alongside the feedback-based ranking. This creates a two-dimensional evaluation space where comments are ranked not only by preference intensity but also by recency, allowing recent high-preference comments to emerge prominently without being suppressed by older highly-rated comments.
Data Source
AI summary
A comment management method manages a plurality of comments written about content and selects at least one first comment from among the plurality of comments based on a first condition that is based on feedback from users for each of the plurality of comments, selects a second comment based on the feedback and a second condition that is based on the time at which a comment is written, and distinguishably displays the first comment and the second comment on a user terminal that displays the content.