SYSTEMS AND METHODS FOR A MACHINE LEARNING ADAPTABLE USER INTERFACE
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United States of America
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Issued Date -
Apr 3, 2025
app pub date -
Sep 29, 2023
filing date -
Sep 29, 2023
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Abstract
Systems and methods for an adaptable user interface based on a user's neurological condition, user experience level, and emotional state including: selecting a neurological condition associated with a user; determining, based on historical user data, a user experience level; generating a user interface based on the selected neurological condition and the user experience level; receiving, from a tracer configured to log a user's activity, a tracking log comprising information regarding the user's activity; determining a behavioral metric by analyzing the tracking log using a machine learning model trained by processing prior user activity, wherein the behavioral metric represents an emotional state of the user; and modifying one or more elements of the user interface based on the behavioral metric.
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