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Patent drawing for Method for automating actions for an electronic device
US 11,972,327 B2
Machine learning US 11,972,327 B2 Not in force

Method for automating actions for an electronic device

An electronic device learns your habits by analyzing your past actions, including when and where they happened. It identifies patterns and creates rules based on how likely an action is to occur under certain conditions, like specific times or locations. These rules then allow the device to automatically perform those actions for you, using specific thresholds for likelihood and time durations, and location data to define 'semantic places'.

Why it matters: Since 2018, machine learning frameworks and on-device AI capabilities have advanced significantly, making the processing of complex user behavior patterns and contextual data for automation more efficient and accurate.

Status
Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build
SpecializedMachine learning algorithms, data processing, software system

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