Push Messaging System Contextual Targeting
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Solution Overview
Problem
Existing push messaging systems lack efficiency in delivering content to relevant users while minimizing bandwidth usage and reducing latency, as they often distribute information broadly rather than targeting specific user contexts.
Innovation Solution
The system utilizes contextual distribution information from user devices to selectively deliver push messages, associating unique push messaging phone numbers with user data and employing a third-party content distribution system to identify and provide relevant content quickly, thereby reducing latency and improving content delivery.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If push messages are distributed broadly to all users, then more users may receive relevant content, but bandwidth usage increases and delivery efficiency decreases
Solution Approach 1:
The system segments the user base into subsets based on contextual distribution information (location, device type, user profile). Push messages are then targeted to specific segments rather than distributed broadly to all users, reducing unnecessary bandwidth consumption while maintaining delivery efficiency to relevant users.
Solution Approach 2:
The system applies local quality by tailoring message distribution to specific user contexts and locations. Different regions or user groups receive messages selectively based on their relevance, ensuring bandwidth is used efficiently while delivering content to the most appropriate users.
2Loss of information
If push messages are selected and processed through complex interaction with third-party systems, then content relevance improves, but latency increases
Solution Approach 1:
The system performs preliminary actions by pre-establishing interaction protocols and data structures with third-party content distribution systems. Contextual distribution information is collected and organized in advance, enabling faster message selection and reduced latency when push messages need to be delivered.
Solution Approach 2:
The system introduces an intermediary layer that manages interactions with third-party content distribution systems. This intermediary handles the complexity of content selection and relevance matching, reducing the time required for message processing while maintaining high content relevance.
3Measurement precision
If contextual distribution information is collected and processed, then message targeting accuracy improves, but system complexity increases
Solution Approach 1:
The system implements a universal data processing framework that handles multiple types of contextual distribution information (location, device type, user profile) through a single integrated architecture. This multi-functional approach improves targeting accuracy while managing system complexity through consolidation rather than separate processing systems.
Data Source
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Figure 3A~3C
AI summary
Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for facilitating and improving push messaging provided to users. In one aspect, a method includes receiving, from a user device, a request to subscribe to a push messaging service of a particular subscription list, selecting a given number from a list of numbers for the particular subscription list, wherein the given number differs from a number of the user device, transmitting, to the user device and in response to receiving the request, a first message that presents a visual indication of the given number, receiving a notification transmitted, by the user device, to the given number, with the notification specifying that the user device communicated a confirmation to receive messages from the particular subscription list, and including contextual information corresponding to the user device or the user, selecting an additional message that presents additional visual information at the user device based, at least in part, on the contextual information and in response to receipt of the notification transmitted to the given number by the user device, and transmitting the additional message to the user device.