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

Claim 18:
19. The method of claim 13, further comprising:
in response to not generating the collision output indicating that the collision did not occur:
comparing, at the collision analysis computing platform, one or more thresholds determined using the telematics data with the predetermined collision threshold, wherein the predetermined collision threshold is derived, using Machine Learning, from a dataset formed by merging historical telematics data and historical claims data;
modify, at the collision analysis computing platform, the collision output to indicate that the collision occurred in response to determining that the one or more thresholds are greater than the predetermined collision threshold; and
affirm, at the collision analysis computing platform, the collision output indicating that the collision did not occur in response to determining that the one or more thresholds are lower than the predetermined collision threshold.