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

Claim 11:
12. A computer implemented method comprising:
receiving, at a collision analysis computing platform, sensor data from a mobile computing device;
generating, at the collision analysis computing platform, a collision output indicating whether or not a collision occurred by applying one or more machine learning algorithms to the sensor data;
in response to generating the collision output indicating that the collision occurred:
analyzing, at the collision analysis computing platform, telematics data included in the sensor data to compute a first likelihood of collision score;
comparing, at the collision analysis computing platform, the first likelihood of collision score to a predetermined collision threshold;
modifying, at the collision analysis computing platform, the collision output to indicate that the collision did not occur in response to determining that the first likelihood of collision score does not exceed the predetermined collision threshold, and

in response to determining that the first likelihood of collision score exceeds the predetermined collision threshold:
identifying, at the collision analysis computing platform, a data collection location corresponding to the sensor data,
determining, at the collision analysis computing platform, 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, at the collision analysis computing platform, the collision output to indicate that the collision did not occur, and
in response to determining that the data collection location is not within the predetermined radius, affirming the collision output indicating that the collision did occur; and

sending, at the collision analysis computing platform, 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.