Message Transmission Prioritization Based on User Engagement
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Social networks face challenges in efficiently managing message transmission to user devices, as existing methods consume varying amounts of processing resources, battery, and network bandwidth, leading to user frustration due to excessive interruptions.
Innovation Solution
A system that prioritizes message transmission based on user engagement levels, selecting appropriate channels such as real-time peer-to-peer connections or push notifications, to minimize resource consumption and interruptions by analyzing user activities and adjusting transmission modes accordingly.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Speed
If real-time message transmission is used to ensure timely delivery, then message delivery speed is improved, but processing resources and battery consumption increase
Solution Approach 1:
The system dynamically adjusts the message transmission mode based on user engagement level. When users are highly engaged, real-time transmission is used for immediate delivery. When engagement is low, the system switches to asynchronous push notifications or batch updates, reducing battery consumption while maintaining acceptable delivery speed
Solution Approach 2:
The system changes the transmission parameter (real-time vs. push notification vs. batch update) based on the user engagement metric. This parameter adjustment allows the system to optimize between delivery speed and energy consumption by selecting the appropriate transmission mode for each user's current engagement state
2Loss of information
If frequent message transmissions are sent to ensure information reachability, then information completeness is improved, but user interruptions increase
Solution Approach 1:
The system applies different transmission frequencies and modes to different users based on their individual engagement levels. Highly engaged users receive real-time updates with complete information, while less engaged users receive summarized updates or push notifications, reducing interruptions while maintaining information completeness for those who need it
Solution Approach 2:
The system sends partial information (summaries or push notifications) to users with low engagement levels, reserving full information transmission for users with high engagement. This partial action approach prevents information loss for engaged users while minimizing interruptions for less engaged users
3Reliability
If multiple transmission channels are used to ensure message delivery, then delivery reliability is improved, but system complexity increases
Solution Approach 1:
The system segments users into different groups based on engagement levels and assigns different transmission channels to each segment. This segmentation allows the system to maintain high reliability for engaged users through real-time connections while using simpler push notification channels for less engaged users, reducing overall system complexity
4Speed
If real-time connections are maintained for all users, then message delivery timeliness is improved, but network bandwidth consumption increases
Solution Approach 1:
The system dynamically establishes and maintains real-time connections only for users with high engagement levels who require immediate message delivery. For users with low engagement, the system uses asynchronous push notifications that consume minimal network bandwidth, thereby reducing overall network consumption while maintaining timeliness for users who need it
Data Source
AI summary
Systems and methods are provided for transmitting events. The systems and methods include operations for: receiving data indicating a level of user engagement with a messaging application for a given user; determining that the level of user engagement is below a specified threshold; prioritizing a plurality of events, associated with the messaging application, for transmission to a client device of the given user in response to determining that the level of user engagement is below the specified threshold; and transmitting a first event of the plurality of events to the client device based on prioritizing the plurality of events.