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Patent drawing for Adaptive user interfaces
US 8,775,332 B1
Machine learning US 8,775,332 B1 Not in force

Adaptive user interfaces

This invention describes a computer program that automatically adjusts parts of a user interface to make it work best for each individual user. It does this by tracking what the user does and how the system responds, then using artificial intelligence to figure out the ideal settings for things like button placement or information display. The system continuously learns and adapts these interface elements over time based on measured user activity.

Why it matters: Filed before the widespread adoption and significant advancements in machine learning and deep learning techniques. Modern AI frameworks and cloud computing resources make implementing and training such adaptive systems far more practical and powerful now than in 2013.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedSoftware logic, AI system

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