TECHNOLOGIES FOR REDUCING EVENT NOTIFICATIONS IN TELEMATICS SYSTEMS

Technologies for reducing event notifications in telematics systems includes a telematics server, a telematics device located in a vehicle, and a notification device. The telematics server receives telematics data from the telematics device and analyzes the telematics data based on an event model to determine whether an unexpected event has occurred. The event model includes a plurality of rules that define expected events related to the vehicle based on historical telematics data. The server generates a notification in response to a determination that the unexpected event has occurred and transmits the notification to the notification device, which may generate a notification to an end user. The event model may be generated and updated by the telematics server using an unsupervised and/or supervised machine learning algorithm based on the telematics data.