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

Claim 16:
17. A computer program product comprising at least one non-transitory computer-readable storage medium having computer-executable program code portions stored therein, the computer-executable program code portions comprising program code instructions, the program code instructions, when executed by one or more processors of a computing entity, are configured to cause the computing entity to:
receive an instance of claim data, wherein the instance of claim data (a) corresponds to a particular entity, and (b) comprises a plurality of features;
generate, by 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;
add the claim vector to a plurality of claim vectors, wherein each claim vector of the plurality of claim vectors corresponds to the particular entity;
generate, 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, determine a behavior signal value for the particular entity;
update 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
provide the behavior signal for at least one of (a) display via an interactive user interface of a user computing entity or (b) further processing.