Patent ID: 11966896
Assignee: G4S RETAIL SOLUTIONS (USA) INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A system for managing user interface screens to be presented via a cash handling device, the system comprising:
one or more memory storage areas; and
one or more processors collectively configured to:
receive a user identifier for a user provided to the cash handling device to enable use of the cash handling device by the user;
cause a display device of the cash handling device to display an initial display variation of one or more user interfaces, wherein the initial display variation of the one or more user interfaces is displayed based at least in part on an initial competency level for the user identifier;
receive activity data for the user interacting with the initial display variation of the one or more user interfaces during use of the cash handling device, wherein the activity data is stored in association with the user identifier of the user and the activity data comprises at least one of:
data tracking key presses by the user interacting with the one or more user interfaces before the user presses a proper key on the one or more user interfaces;
data tracking movement of a cursor by the user on the one or more user interfaces; or
data characterizing an interaction provided via a touch-screen device of the cash handling device displaying the one or more user interfaces;

determine a competency score for the user based at least in part on the activity data;
execute a machine-learning based model for selecting an applicable display variation for at least one user interface of the one or more user interfaces based at least in part on the competency score, wherein the applicable display variation is selected from a plurality of display variations for the at least one user interface;
receive a request to display the at least one user interface of the one or more user interfaces, wherein the request comprises the user identifier of the user; and
cause the display device of the cash handling device to display the applicable display variation of the at least one user interface of the one or more user interfaces.