Personalized Content Processing Using User Attribute Features
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing applications fail to adequately understand user requirements, resulting in suboptimal processing results.
Innovation Solution
A method and apparatus for content management that involves obtaining user attribute features through interaction history, processing content based on these features, and presenting tailored content to meet user preferences.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If generic content is provided to users, then the system operation is simple, but the content does not meet user requirements
Solution Approach 1:
The system performs preliminary actions by obtaining user attribute features before content delivery, analyzing user characteristics in advance to enable personalized content processing that meets individual user requirements
Solution Approach 2:
The system changes parameters by processing content based on user attribute features, transforming generic content into personalized content by adjusting content parameters according to individual user characteristics
2Reliability
If personalized content processing is implemented, then user experience is improved, but processing time increases
Solution Approach 1:
The system obtains and stores user attribute features in advance, so that when content needs to be delivered, the processing can be quickly performed using pre-analyzed user characteristics, reducing real-time processing time
Data Source
Figure 1
Figure 2A
Figure 2B~2C
AI summary
According to embodiments of the present disclosure, a method, an apparatus, a device, and a storage medium for content management are provided. The method includes: obtaining an attribute feature of a user related to content understanding; in response to determining a first content to be presented, processing the first content based on the attribute feature to obtain a second content; and presenting the second content. In this way, the content desired by the user can be presented according to the attribute feature, so that the user can obtain information in a more efficient manner.