Patent ID: 11961339
Assignee: ALLSTATE INSURANCE COMPANY
Field: Control (Instruments)
Classification: CPC G  B | IPC B  G

Claim 19:
20. One or more non-transitory computer-readable media storing instructions that, when executed by at least one processor, cause the at least one processor to:
receive, from a mobile computing device, sensor data collected by the mobile computing device;
generate, by applying one or more machine learning algorithms to the sensor data, a collision output indicating whether or not a collision occurred;
in response to generating the collision output indicating that the collision occurred, applying one or more of: a geo-location filter or a telematics filter to the collision output,
wherein applying the geo-location filter comprises:
identifying a data collection location corresponding to the sensor data,
determining whether or not the data collection location is within a predetermined radius of a false positive collection location,
in response to determining that the data collection location is within the predetermined radius, modifying the collision output to indicate that the collision did not occur, and applying the telematics filter, wherein applying the telematics filter comprises:
analyzing telematics data included in the sensor data to compute a first likelihood of collision score,
comparing the first likelihood of collision score to a predetermined collision threshold,
in response to determining that the first likelihood of collision score does not exceed the predetermined collision threshold, modifying the collision output to indicate that the collision did not occur, and
in response to determining that the first likelihood of collision score exceeds the predetermined collision threshold, affirming the collision output indicating that the collision did occur; and

send one or more commands to a dispatch computing system to cause the dispatch computing system to dispatch personnel to a location of the collision based on a determination that the collision output indicates that the collision did occur.