PERSONALIZED VEHICLE RECOMMENDER SYSTEM

A vehicle recommender system includes a storage system storing a trained neural network trained to generate a vehicle recommendation, a vehicle database comprising vehicle attribute data, and a driver database comprising driver profile data. A processing system communicates with the storage system a...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Jackson, Dan, Bays, Andrew, Parziale, Eric
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A vehicle recommender system includes a storage system storing a trained neural network trained to generate a vehicle recommendation, a vehicle database comprising vehicle attribute data, and a driver database comprising driver profile data. A processing system communicates with the storage system and is configured to generate enriched driver profile data by comparing user-generated driver profile data to the location characteristic data and social characteristic data. The processing system calculates a driver attribute target value for each vehicle attribute category in a list of vehicle attribute categories based on the driver profile data, and then generates, using the trained neural network, at least one vehicle recommendation based on at least the vehicle attribute data and the driver attribute target values.