Scrollable Media Feed Recommendations Without Playback Interruptions
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Solution Overview
Problem
The overwhelming amount of digital media content makes navigation and discovery of new content difficult, with users often encountering undesirable content despite recommendations based on their preferences.
Innovation Solution
Systems and methods for presenting scrollable feeds of media content items, including audio and video content, with user interactions driving personalized recommendations and allowing seamless browsing without interrupting the current media playback.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Adaptability or versatility
If users browse through a large number of media content items to discover new content, then content discovery capability is improved, but navigation difficulty and time consumption increase
Solution Approach 1:
The system pre-generates and stores multiple types of content representations (preview clips, highlight segments, representative images, metadata summaries) for each media content item before user interaction. When a user browses, these pre-prepared representations are immediately displayed, eliminating the need for real-time processing and enabling instant content preview during navigation.
Solution Approach 2:
The patent divides media content into multiple representational forms (full content, preview clips, highlight segments, metadata summaries) that can be selectively presented. This segmentation allows the system to display only relevant portions during browsing, reducing navigation time while maintaining comprehensive content discovery capability.
2Measurement precision
If the system provides detailed previews of media content items to help users make informed selections, then content selection accuracy is improved, but data transmission and processing load increase
Solution Approach 1:
The system provides different levels of content representation based on user context and device capabilities. Detailed previews (high-quality audio/video clips, comprehensive metadata) are provided when users show strong interest or have high-capability devices, while summarized representations are used for initial browsing. This localized quality adjustment reduces overall data transmission load while maintaining selection accuracy when needed.
Solution Approach 2:
The patent implements progressive content disclosure where partial content representations (short preview clips, key metadata fields, representative images) are displayed first to provide sufficient information for quick filtering. Only when users show continued interest does the system provide more complete content representations, reducing unnecessary data transmission for items that will be discarded anyway.
3Ease of operation
If users can freely navigate and select content items from recommendations, then user autonomy is improved, but exposure to undesirable content increases
Solution Approach 1:
The system continuously monitors user interactions with content representations (preview playback, selection behavior, skip actions, dwell time) and uses this feedback to dynamically adjust recommendation rankings and filtering criteria. When users consistently skip or disengage from certain types of content, the system learns to prioritize different content types, maintaining user autonomy while reducing exposure to undesirable content through adaptive feedback loops.
Solution Approach 2:
The patent introduces an intelligent recommendation system as an intermediary between the full content library and user selection. This intermediary applies multiple filtering layers (user profile matching, content quality scoring, diversity constraints, temporal relevance) to curate a refined subset of recommendations, allowing users to maintain autonomous selection while being protected from overwhelming or undesirable content through the mediating recommendation filter.
Data Source
AI summary
An electronic device provides, to a user, a user-curated playlist, the user-curated playlist including an ordered set of media items that were added by the user. While providing a first media item in the ordered set of media items, the electronic device receives a first user input selecting an option to include recommended media items in the user-curated playlist. In response to the first user input, the electronic device updates the user-curated playlist to include a first recommended media item, the first recommended media item selected without user intervention based at least in part on attributes of the user-curated playlist. The first recommended media item is positioned in the user-curated playlist in between media items that were added to the ordered set of media items by the user.