List Flow Implementation for Accurate Information Push
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Solution Overview
Problem
Existing list flow implementations face challenges in accurately determining user interests, leading to poor information push accuracy and low efficiency in information acquisition, especially for new users, as they are exposed to mixed and unfamiliar information.
Innovation Solution
A method and apparatus that display a first list page with multiple items, switching to a second list page upon user interaction, where content recommendations are based on the triggered item's associated content, improving user interest capture and information relevance through real-time operational behavior analysis.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Quantity of substance
If a traditional list page displays multiple types of mixed information to users, then the quantity of information provided increases, but the information becomes unfamiliar and difficult for users to accept
Solution Approach 1:
The patent segments information into two distinct pages: a first list page displaying multiple types of mixed information, and a second list page dedicated to a single type of information triggered by user selection. This segmentation allows the system to provide abundant information while maintaining user comfort by isolating unfamiliar content from familiar content.
Solution Approach 2:
The second list page acts as an intermediary between the user and the specific information type they are interested in. When users trigger a list item on the first page, the system transitions to the second page which专门 displays information of that triggered type, serving as a buffer that makes information consumption more acceptable.
2Quantity of substance
If comprehensive consultation feed flow displays a variety of mixed information, then the coverage of information increases, but it becomes difficult to promote high-quality information
Solution Approach 1:
By dividing the information display into two pages, the patent enables comprehensive information coverage on the first page while dedicating the second page to promoting high-quality information of a specific type, thus resolving the conflict between breadth and quality.
Solution Approach 2:
The second list page applies local quality by focusing on a single information type with higher quality standards, while the first page maintains diverse information coverage. This allows different parts of the system to have different quality characteristics appropriate to their function.
3Productivity
If the system pushes information without accurate user interest determination, then the information push speed increases, but the information push accuracy deteriorates
Solution Approach 1:
The patent implements preliminary action by first displaying multiple information types on the first list page to understand user preferences through their selections, then using this learned information to accurately push relevant content on the second list page, thus improving accuracy without sacrificing speed.
Solution Approach 2:
The system incorporates feedback by monitoring which list items users trigger on the first page, using this feedback to determine user interests, and then adjusting the information push on the second page accordingly, achieving both speed and accuracy.
4Measurement precision
If users manually browse through list items to find interesting content, then the information selection accuracy improves, but the information acquisition efficiency decreases
Solution Approach 1:
The system performs preliminary action by proactively pushing information of the triggered type on the second list page based on user's single selection, eliminating the need for users to manually browse through multiple items, thus maintaining accuracy while reducing time loss.
Data Source
AI summary
Provided are a list flow implementation method and apparatus, an electronic device, and a storage medium. The method is applied to a client and includes displaying a first list page in the screen display range, where the first list page includes at least two list items; and in response to detecting a first trigger action of a user on one of the at least two list items, switching, in the screen display range, to display a second list page corresponding to the triggered list item. The content recommendation strategy adopted by the second list page is a recommendation strategy determined based on the associated content of the triggered list item.


