Webpage Recommendation System Using Nested Content and Preliminary Action
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Solution Overview
Problem
Existing information recommendation systems fail to promptly display relevant recommended information when a user is browsing content of interest, leading to a diminished recommendation effect.
Innovation Solution
A method and apparatus that determine and present recommended information based on content features and user browsing operations, pre-obtaining content information from webpages and their corresponding recommended information, and ordering them for immediate display when the user interacts with relevant content.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Ease of operation
If recommended information is displayed at a corner position of the webpage independently from body content, then the webpage layout is simple and easy to implement, but the recommendation effect is diminished and users cannot promptly access relevant information
Solution Approach 1:
The patent embeds recommended information directly within the body content of the webpage at the location where users are browsing, rather than placing it independently in a corner. This nesting approach integrates the recommendation system into the existing webpage structure, allowing users to access recommended information immediately at the moment of interest without navigating to a separate location, thereby improving ease of operation while maintaining implementation feasibility
Solution Approach 2:
The system pre-obtains content information from multiple webpages and determines recommended information in advance, storing it for quick retrieval. When a user browses content, the system can promptly display pre-prepared recommended information without requiring complex real-time processing, thus improving user access speed while managing system complexity
2Productivity
If recommended information is displayed independently from body content, then the system implementation is straightforward, but the recommendation effect is dampened and cannot prompt display at the moment of user interest
Solution Approach 1:
The system performs preliminary actions by pre-obtaining content information from multiple webpages, determining recommended information in advance, and storing it in a structured format. This pre-processing allows the system to quickly retrieve and display relevant recommended information at the moment a user browses content of interest, eliminating time delays while maintaining high recommendation efficiency
Solution Approach 2:
The system creates copies of content information from multiple webpages and stores them in advance. When a user browses content, the system can immediately retrieve relevant copies of recommended information without requiring real-time data collection or processing, thus improving productivity while minimizing time loss
Data Source
AI summary
An objective of the present invention is providing a method and apparatus for providing recommended information. A method according to the present invention comprises steps of: determining, based on one or more pieces of content information in one or more webpages, whether the one or more pieces of content information may be used as recommended information, respectively; obtaining feature information of the recommended information if the content information is recommended information; determining ordering information of the each piece of recommended information based on the feature information of each piece of recommended information; wherein the method further comprises the following step: if a user's browsing operation on the webpage corresponds to at least one piece of recommended information, presenting the at least one piece of recommended information.