Active View Scroll Distance for Content Slot Performance Prediction
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Solution Overview
Problem
In content display, existing technologies fail to accurately predict the performance of content slots based on the active view scroll distance, leading to suboptimal placement and visibility of content items, particularly affecting advertisers who want to maximize visibility without scrolling.
Innovation Solution
A method that calculates the active view scroll distance of content slots and uses this measurement to predict performance, allowing for real-time auctions and targeted content placement, optimizing the selection and display of content items such as advertisements, images, or videos based on predicted click-through rates and viewability.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Illumination intensity
If content items are placed in above-the-fold positions to maximize visibility, then content visibility is improved, but content slot performance prediction accuracy deteriorates due to lack of scroll behavior consideration
Solution Approach 1:
The system performs preliminary calculation of active view scroll distance for each content slot before content placement decisions are made. This pre-computed metric is then used in the auction process to predict content slot performance, enabling advertisers to bid strategically based on predicted visibility without requiring real-time scroll behavior analysis during the bidding process.
Solution Approach 2:
The active view scroll distance serves as an intermediary metric that bridges the gap between physical content slot position and predicted content performance. Instead of directly predicting performance from position alone, the system uses this intermediate measurement to capture the relationship between scroll behavior and content visibility, improving prediction accuracy while maintaining simple above-the-fold placement advantages.
2Quantity of substance
If content slots are placed deeper on the page to accommodate more content, then content quantity is improved, but active view scroll distance increases reducing content performance
Solution Approach 1:
The system changes the parameter used for content slot evaluation from simple position-based metrics to active view scroll distance-based metrics. By calculating the actual scroll distance required to reach each content slot and incorporating this into performance predictions, the system can accurately evaluate content slots at any position on the page, enabling optimal placement decisions that balance content quantity with expected performance.
3Ease of manufacture
If traditional above-the-fold placement is used without scroll distance consideration, then implementation simplicity is maintained, but content slot performance optimization deteriorates
Solution Approach 1:
The system replaces complex real-time scroll behavior tracking and analysis with a pre-computed active view scroll distance metric. This substitution maintains implementation simplicity by using straightforward distance calculations based on content slot positions, while still enabling sophisticated performance optimization through auction-based content selection that incorporates these distance metrics.
Data Source
AI summary
In one aspect, a method includes receiving a request for content to be presented in a specified content slot of a specified content page; calculating an active view scroll distance of the specified content slot with respect to the specified content page, the active view scroll distance corresponding to a measurement of a distance that the specified content page would have to be scrolled to change visibility of content displayed in the specified content slot by a specified amount; performing an auction of content items utilizing in part the active view scroll distance; and providing one or more content items in response to the request and as a result of the auction.