Webpage Hit Hotspot Region Counting via Density Analysis
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Solution Overview
Problem
Current webpage hotspot hitting technologies cannot count hits based on regions, lacking an effective method to determine and quantify hotspot regions on webpages.
Innovation Solution
A data processing method and apparatus that acquire a coordinate system of a monitored webpage, record hits, determine hotspot regions by analyzing hit density, and count these regions using a Meanshift vector algorithm to identify areas with high hit density exceeding a predetermined threshold.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If traditional coordinate system recording method is used, then hit positions can be recorded, but regional hit counting cannot be achieved
Solution Approach 1:
The patent divides the webpage coordinate system into multiple regions and uses region aggregation to group hit points into meaningful hotspots. By segmenting the continuous coordinate space into discrete regions and then aggregating hits within those regions, the system achieves both precise position recording and regional counting capabilities simultaneously.
Solution Approach 2:
The patent introduces a new dimension of region aggregation on top of the traditional two-dimensional coordinate system. Instead of only recording x,y coordinates, the system adds a regional dimension that groups coordinates into hotspots, enabling regional counting while preserving the original positional information.
2Adaptability or versatility
If hit density analysis is performed to determine hotspot regions, then regional hit counting is achieved, but computational complexity increases
Solution Approach 1:
The patent performs preliminary region aggregation by pre-defining regions and pre-grouping coordinate points into regions before the actual hit counting process. This preliminary organization of data into regional structures reduces the computational burden during real-time hit analysis, as hits can be quickly assigned to pre-established regions rather than performing complex density calculations from scratch.
3Measurement precision
If continuous region aggregation is implemented, then accurate hotspot identification is achieved, but data processing time increases
Solution Approach 1:
The patent uses region aggregation to create simplified representations (copies) of the actual hit data distribution. Instead of processing every individual hit point to determine hotspots, the system creates aggregated region data that captures the essential hotspot information, significantly reducing processing time while maintaining identification accuracy.
Data Source
AI summary
The disclosure discloses a data processing method and apparatus for counting webpage hits. The data processing method for counting webpage hits includes: a coordinate system of a monitored webpage is acquired; webpage hits are recorded by the coordinate system; hotspot regions on the webpage are determined according to the hits; and the number of determined hotspot regions are counted. By means of the disclosure, the problem in the relevant art that the webpage hits cannot be counted based on regions is solved, thereby achieving an effect of automatically counting the number of hit hotspot regions on the webpage.