Patent ID: 11948203
Assignee: OPTUM SERVICES (IRELAND) LIMITED
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method for tracking entity behavior over time, the method comprising:
receiving, by one or more processors, an instance of claim data, wherein the instance of claim data (a) corresponds to a particular entity, and (b) comprises a plurality of features;
generating, by the one or more processors and one or more machine learning models, a claim vector for the instance of claim data based at least in part on the plurality of features for the instance of claim data;
adding, by the one or more processors, the claim vector to a plurality of claim vectors, wherein each claim vector of the plurality of claim vectors corresponds to the particular entity;
generating, by the one or more processors and based at least in part on the plurality of claim vectors, an entity vector corresponding to the particular entity;
based at least in part on the entity vector and at least one of (a) an entity profile corresponding to the particular entity, or (b) an entity cluster with which the particular entity is associated, determining, by the one or more processors, a behavior signal value for the particular entity;
updating, by the one or more processors, a behavior signal to include the behavior signal value, wherein the behavior signal (a) is stored in a data structure, and (b) comprises at least two behavior signal values; and
providing, by the one or more processors, the behavior signal for at least one of (a) display via an interactive user interface of a user computing entity or (b) further processing.