Patent ID: 11963259
Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 0:
1. A computer-implemented method of generating a user mobility profile, comprising:
receiving, in a remote computing device, mobility data associated with the user;
storing, in an electronic database, the mobility data associated with the user;
analyzing, using a machine learning model trained on historical insurance claim and purchasing data, a portion of the mobility data to produce an output corresponding to the portion of the mobility data;
generating, based on the output, information corresponding to the user;
transmitting the generated information to a display device of the user;
displaying, in the display device, the generated information;
generating the trained machine learning model by training a neural network, wherein the neural network includes a plurality of input neurons configured to accept, respectively, one or more portions of the mobility data, and to generate, based on the one or more portions of the mobility data, one or more outputs corresponding to one or both of (i) a risk profile, and (ii) an ambient similarity score;
identifying, based on the ambient similarity score, a set of similar users wherein each respective one of the set of users is associated with the ambient similarity score;
generating, by analyzing at least the set of similar users, a smart suggestion; and
transmitting, to the user, the smart suggestion.