Cursor Exit Behavior Detection for Targeted Ad Delivery
Find Innovative SolutionsGenerate Solutions
Solution Overview
Problem
Existing methods fail to effectively detect user exit behavior on webpages, leading to interruptions in internet content delivery and inefficient advertising strategies, as users often find advertisements cumbersome and bothersome.
Innovation Solution
A method that tracks cursor movements and gestures to detect exit behavior, triggering the display of targeted advertisements when a user intends to leave a webpage, using a combination of cursor acceleration, breaking the plane of the webpage, and movement towards exit functions, along with user data analysis to personalize the advertisements.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Loss of energy
If advertisements are displayed on the webpage, then revenue is generated for the website host, but the user experience deteriorates as users find the advertisements cumbersome and bothersome
Solution Approach 1:
The system detects exit behavior (cursor movement toward browser controls, inactivity, back button hovering) before the user actually leaves the page, and presents advertisements at this critical moment. This preliminary detection allows the advertisement to be shown when the user is still engaged but showing signs of leaving, maximizing conversion opportunity while the user experience is not yet severely degraded
Solution Approach 2:
The advertisement display is dynamic and conditional rather than static. The system continuously monitors user behavior and dynamically decides whether to display advertisements based on real-time exit behavior detection. Advertisements are shown only when exit behavior is detected, not continuously, making the advertising system adaptive to user state
2Loss of energy
If advertisements are displayed continuously, then advertising revenue increases, but user engagement decreases as users ignore or avoid the advertisements
Solution Approach 1:
Instead of continuous advertisement display, the system uses periodic detection of exit behavior and triggers advertisements only at specific moments when exit behavior is detected. This periodic, event-driven approach replaces continuous display, reducing user annoyance while maintaining revenue opportunities at critical conversion moments
3Loss of time
If exit behavior detection is implemented, then purposeful internet content can be delivered timely, but the device complexity increases due to cursor tracking and behavior analysis
Solution Approach 1:
The cursor tracking system serves multiple functions: it detects exit behavior, monitors user engagement, and provides input for advertisement targeting. This multi-functionality reduces the need for separate detection mechanisms, offsetting the complexity with versatile utility across different detection needs
Solution Approach 2:
The system uses the user's own cursor movements and browser interactions (which naturally occur during normal browsing) as detection signals. Rather than requiring additional sensors or complex input devices, the system leverages existing user actions and cursor data that are already present in the browsing environment
Data Source
AI summary
Use action in the form of movement of a tracking device on a webpage, represented by cursor gestures on the webpage, is used to detect it a user intends to leave the webpage. Upon detection of an intent to leave the webpage, an advertisement may be displayed to a use. The advertisement may be targeted to the user and/or based on the content the user was viewing on the webpage.