Social Network Content Bookmarking and Retargeting
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Solution Overview
Problem
Users of social networking systems face challenges in accessing and revisiting content, including advertisements, due to their high decay rate in newsfeeds, and difficulty in bookmarking and tracking interests outside the platform.
Innovation Solution
Implementing a social networking system that allows users to bookmark content within the platform, enabling them to view it later, and using a targeting engine to recommend similar content based on user interests, with the option for retargeted advertisements displayed within and outside the system.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If content is displayed in newsfeed with frequent updates, then content freshness and relevance are improved, but content availability for later viewing deteriorates due to high decay rate
Solution Approach 1:
The system performs preliminary action by automatically saving content to a dedicated content area before users can access it later. This pre-sav <think>ing mechanism ensures content is preserved in a stable location independent of newsfeed updates, resolving the contradiction between maintaining content availability and managing newsfeed decay.
2Reliability
If advertisements are displayed dynamically each page refresh, then advertisement relevance to user context is improved, but user ability to revisit interesting ads deteriorates
Solution Approach 1:
The system performs preliminary action by automatically capturing and saving displayed advertisements to a dedicated content area. This ensures that if a user finds an advertisement interesting, the ad is already preserved and can be revisited at any time without requiring immediate interaction, thus resolving the contradiction between dynamic ad relevance and user convenience.
3Ease of operation
If users navigate to external webpages to bookmark content, then bookmarking capability is improved, but ability to track user actions and interests within the social networking system deteriorates
Solution Approach 1:
The system merges the bookmarking function with the social networking platform by providing a dedicated content area within the system where bookmarked items are stored. This integration allows users to bookmark content easily while the system simultaneously tracks all user actions and interests, resolving the contradiction between ease of bookmarking and retention of user interest data.
4Loss of information
If content is saved within the social networking system, then user engagement and tracking are improved, but system complexity increases
Solution Approach 1:
The system extracts the bookmarking and content saving functionality into a separate, dedicated content area that is independent from the main newsfeed structure. This extraction simplifies the overall system architecture by creating a distinct storage mechanism, reducing the complexity of managing content within the existing newsfeed while still enabling comprehensive user interest tracking.
Data Source
AI summary
A social networking system allows users to bookmark content within the social networking system to view at a later time and/or to share with other users. The content that may be bookmarked may include advertisements, user posted content, user comments on posted content, or any other content viewable within the social networking system, as well as links to content outside of the social networking system. A user may save the content by selecting a bookmark link corresponding to the content. The bookmarked content may be viewed later, such as in a bookmarked content dashboard, and it may also be used to provide additional content to the user that is related to the bookmarked content. Additionally, the user's bookmarking activity may be published to the user's connections in the social networking system to enable others to find and view the content that the user deems worthy of bookmarking.