Messaging App Content Ranking by Generation Template
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Solution Overview
Problem
Users face difficulty in efficiently finding and discovering content, such as videos, generated using specific graphics or audio content on social networks, as they need to manually search through numerous submissions, which is time-consuming and resource-intensive.
Innovation Solution
A content item generation template system that allows users to create and submit content based on predefined themes, with the messaging application organizing and displaying content items generated using specific templates, reducing the need for manual searching and optimizing device resources.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If users manually search through numerous content submissions to find content generated using specific graphics or audio, then they can discover relevant content, but the process becomes time-consuming and resource-intensive
Solution Approach 1:
The system performs preliminary organization of content items by template identifiers before user search. Content items are automatically grouped and indexed according to their generating templates (graphics, audio, effects) in advance, so when users search for content using specific templates, the system can quickly retrieve pre-organized results without requiring manual browsing through all submissions.
2Ease of operation
If the system organizes and displays content items by template identifiers, then users can easily find relevant content, but the system complexity increases
Solution Approach 1:
The system implements self-service organization where content items automatically associate themselves with template identifiers upon generation. When content is created using a template, the system automatically indexes the content item with the corresponding template identifier without requiring manual intervention. This self-organizing mechanism simplifies the user interface while maintaining systematic content grouping.
3Productivity
If the system retrieves and displays multiple content items associated with selected templates, then user engagement increases, but device resource usage increases
Solution Approach 1:
The system implements partial action by allowing users to select specific template identifiers (graphics, audio, effects) they are interested in, rather than displaying all content items. When users select one or more templates, the system retrieves and displays only content items associated with those selected templates, reducing the total number of items displayed and thereby lowering device resource consumption while maintaining user engagement through targeted content delivery.
Data Source
AI summary
The disclosed systems and methods include operations for: storing, by one or more processors, a plurality of content items in association with a content item generation template, each of the plurality of content items having been previously generated by a respective user of a plurality of users of a messaging application in accordance with instructions associated with the content item generation template; ranking the plurality of content items associated with the content item generation template; receiving input that selects an identifier of the content item generation template; and displaying the ranked plurality of content items to a given user of the messaging application in response to receiving the input.