Media Asset Sorting via Playback Feedback
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Solution Overview
Problem
Users face overwhelming amounts of media content, making it difficult to determine which assets to watch due to the lack of efficient media guidance in conventional systems.
Innovation Solution
Systems and methods that sort media assets based on playback information, such as the percentage viewed by other users, to provide recommendations on content enjoyment.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If users store unlimited amounts of media content using expanded storage capabilities, then the quantity of available media assets increases, but the difficulty of selecting worthwhile content to watch increases
Solution Approach 1:
The system implements feedback by collecting and analyzing playback information from multiple users, including whether they watched the beginning, middle, or end of media assets. This feedback data is then used to generate popularity metrics that are displayed to help other users make selection decisions, creating a closed-loop system where user behavior informs future user choices
Solution Approach 2:
The patent introduces an intermediary sorting mechanism that mediates between the large quantity of available media assets and user selection needs. The system acts as an intermediary by processing playback data and presenting sorted, ranked content based on popularity metrics, thereby reducing the cognitive load of browsing through unlimited content
2Measurement precision
If the system provides detailed playback information for each media asset, then the accuracy of content recommendations improves, but the complexity of data processing increases
Solution Approach 1:
The system segments playback information into distinct, manageable components: whether the user watched the beginning, middle, or end of the media asset. This segmentation allows the system to process complex viewing behaviors by breaking them down into discrete categories that can be easily aggregated and analyzed to determine overall popularity metrics
Data Source
AI summary
Systems and methods for sorting media assets are provided. Playback information for each of a plurality of media assets is received, the playback information representing a percentage of a length of the corresponding media asset that each of a plurality of users previously viewed. Representations of the plurality of media assets are generated. The representations of the plurality of media assets are sorted based on the percentage of the length of the corresponding media asset that each of a plurality of users previously viewed. The sorted representations of the plurality of media assets are generated for display to a first user.