Search Result Pushing via Access Heat Filtering
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing search engine technologies consume excessive network resources by frequently pushing search results to users, wasting network traffic and resources.
Innovation Solution
Implementing a method and apparatus that perform real-time searches based on user keywords, statistically analyze access heat of search results, and push only content meeting specific heat requirements, thereby reducing the number of search results and conserving network resources.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of time
If the search engine frequently pushes search results to the user, then the user can obtain desired information in time, but network resources are seriously wasted
Solution Approach 1:
The patent changes the parameter of search result selection from frequency-based pushing to heat-based filtering. By introducing access heat as a selection criterion, the system pushes only high-value search results that meet heat requirements, rather than pushing all results frequently. This resolves the contradiction by maintaining timely information delivery while reducing network resource consumption through selective pushing based on heat parameters.
2Loss of information
If all search results are pushed to the user, then the user receives complete information, but the number of pushed results increases network resource consumption
Solution Approach 1:
The patent extracts only the high-value portion of search results by filtering content based on access heat requirements. Instead of pushing all search results, the system extracts and pushes only those results that meet the heat threshold, thereby maintaining information quality while reducing the volume of data transmitted and conserving network resources.
3Measurement precision
If real-time search is performed for every user query, then the user gets current search results, but network resources are consumed for each push operation
Solution Approach 1:
The patent implements a feedback mechanism where access heat statistics are continuously updated and used to control the pushing behavior. The system monitors user access patterns and adjusts search result pushing based on heat feedback, pushing results only when heat requirements are met. This reduces unnecessary push operations while maintaining currentness of information, resolving the contradiction between real-time accuracy and network resource consumption.
Data Source
AI summary
The present disclosure provides a method and apparatus for pushing search results, an apparatus and a non-volatile computer storage medium. The method comprises: performing real-time search according to the user's key word to obtain current search results; performing statistics of access heat of each content in the current search results; obtaining, from the current search results, content whose access heat meets heat requirements, as content to be pushed; pushing the content to be pushed to the user. According to the present disclosure, while the real-time search is implemented, the search results are screened according to the access heat, which facilitates reduction of the number of search results pushed to the user, and thereby reduces network resources consumed in pushing the search result to the user.