Terminal Message Notification Sorting by Click-Through Rate
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Solution Overview
Problem
Existing smartphone notification systems lack efficiency, requiring users to manually sift through notifications one by one, leading to poor user experience due to the lack of prioritization based on user interest and behavior.
Innovation Solution
A message notification method that determines click-through rates for each notification type, sorting messages with ongoing attributes and those without in descending and ascending order of click-through rates respectively, to prioritize important notifications and improve user accessibility.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If notifications are sorted by time points, then the notification display follows a simple chronological order, but the user needs to view notifications one by one to search for important information, resulting in low efficiency and poor user experience
Solution Approach 1:
The patent changes the sorting parameter from time points to click-through rates. By calculating and using click-through rates as the sorting criterion, the system prioritizes notifications that are more likely to be important to the user, allowing important information to be found more quickly without manual searching
Solution Approach 2:
The system calculates click-through rates based on user interaction history with notifications. This feedback mechanism learns from user behavior patterns and uses them to automatically prioritize future notifications, improving efficiency by presenting important information first based on historical engagement data
2Reliability
If all notification messages are displayed in a single queue sorted by time, then the display logic is simple, but important notifications with ongoing attributes may be missed or delayed
Solution Approach 1:
The patent segments the notification queue into two separate queues: a first message queue for notifications with ongoing attributes and a second message queue for other notifications. This segmentation ensures that important notifications requiring continuous attention are handled separately and prioritized, improving reliability of delivery while maintaining manageable complexity through clear separation of concerns
Solution Approach 2:
Different sorting strategies are applied to different segments of the notification queue. The first message queue uses click-through rate sorting to prioritize important ongoing notifications, while the second message queue uses time-based sorting for regular notifications. This localized quality approach optimizes each segment according to its specific requirements
Data Source
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AI summary
Embodiments of this application disclose a message notification method. The method in the embodiments of this application includes: obtaining, by a terminal, a plurality of notification messages; determining, by the terminal, a notification message with an ongoing ongoing attribute in the plurality of notification messages; sorting, by the terminal, the plurality of notification messages to obtain a notification message queue, so that the notification message with an ongoing attribute is arranged in front of another notification message; and displaying, by the terminal, the notification message queue.