Live-Stream Message Screening Before Comment Display
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Solution Overview
Problem
Existing live streaming platforms face challenges in maintaining a friendly and positive atmosphere by effectively managing and preventing negative or offensive comments from users, while providing a convenient mechanism for users to amend inappropriate comments.
Innovation Solution
A live streaming system that includes a message check mechanism using machine learning to detect inappropriate content, allowing users to amend their comments before they are displayed to others, and updating an inappropriate content database in real time to adapt to new inappropriate content.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Object-affected harmful factors
If a message check mechanism is implemented to detect and prevent inappropriate comments, then the stream environment quality is improved, but the system complexity increases
Solution Approach 1:
The patent introduces an inappropriate content database as an intermediary component that stores pre-identified inappropriate content patterns. This database acts as a mediator between the message check mechanism and the comment display system, enabling automated detection without requiring complex real-time analysis algorithms. The database serves as a knowledge base that simplifies the detection process by providing ready-reference inappropriate content patterns.
Solution Approach 2:
The system performs preliminary action by pre-identifying and storing inappropriate content patterns in the database before they appear in real-time communication. This advance preparation allows the message check mechanism to quickly compare user comments against known inappropriate patterns without requiring complex real-time decision-making algorithms, thus reducing system complexity while maintaining effective filtering.
2Ease of operation
If users are allowed to amend their comments, then user convenience is improved, but the processing time increases
Solution Approach 1:
The system performs preliminary action by detecting inappropriate content and presenting amendment opportunities to users before their comments are publicly displayed. This timing allows users to correct mistakes without delaying the overall stream communication flow, as the amendment process occurs in the brief window between comment submission and public display.
Solution Approach 2:
The comment processing is segmented into distinct phases: initial submission, inappropriate content detection, user amendment opportunity, and final display. This segmentation allows the system to handle amendments as a separate, optional step rather than integrating it into the main comment flow, minimizing the time impact on overall processing while still providing user convenience.
3Measurement precision
If real-time updates of inappropriate content database are implemented, then the detection accuracy is improved, but the energy consumption increases
Solution Approach 1:
The system implements periodic action by updating the inappropriate content database at specific intervals or triggered by specific events (such as identification of new inappropriate patterns), rather than continuously. This periodic update mechanism maintains detection accuracy by keeping the database current while avoiding the continuous energy consumption that would result from constant real-time updates.
Data Source
AI summary
The present disclosure relates to a system and a method for messaging. The method includes: obtaining a message from a first user; enabling the first user to amend a portion of the message to generate an amended message; and displaying the amended message to a second user, wherein the message is not displayed to the second user before the portion of the message is amended by the first user.