Systems And Methods For Personalized Route Prediction

DRIVE July 20, 2023
Source
This disclosure describes systems and methods for personalized route prediction. An example method may include receiving, at a first time, first input data associated with a first route traversed by a vehicle. The example method may also include populating a first database with the input data. The example method may also include receiving, at a third time, second input data associated with a second route traversed by the vehicle. The example method may also include comparing the second input data to the first input data included within the first database. The example method may also include determining, based on the comparison, a first cluster including the first data and the second input data or a second cluster including the second input data. The example method may also include populating a second database based on the first cluster or the second cluster. The example method may also include determining, using the first database and at a second time, at least one of: predicted departure data, predicted destination data, and/or predicted route data. The example method may also include causing, based on the predicted departure data, predicted destination data, and/or predicted route data, to perform an action in association with the vehicle.

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