This invention describes a method for smart devices to recommend services by first gathering a user's data. This data is used to group the user with similar others, and then a profile is created for the user, specifically using a trained artificial neural network. This profile is then sent to a server that suggests services. For users with children, the initial data can include app, message, or contact information.
Why it matters: Filed before the widespread availability of highly capable large language models. The claims cover generating a user profile using a neural network, a task now significantly more robust and efficient with modern machine learning advancements for complex data processing and nuanced profiling.
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