公开(公告)号：US20210096888A1

公开(公告)日：2021-04-01

申请号：US17121943

申请日：2020-12-15

Applicant: Express Scripts Strategic Development, Inc.

Inventor： Christopher R. Markson ,  Pritesh J. Shah ,  Christopher G. Lehmuth

IPC: G06F9/451 ,  G16H70/40 ,  G06N20/00 ,  G16H40/67 ,  G06F17/11 ,  G06Q10/08

Abstract: A computer system for dynamic adaptation of a user interface according to data store mining includes a data store configured to index event data of a plurality of events. A data analyst device is configured to render the user interface to a data analyst and transmit a message that identifies a selected identifier of the plurality of identifiers. A data processing circuit is configured to train a machine learning model based on event data stored by the data store for a first set of identifiers from within a predetermined epoch. An interface circuit determines an interface metric for the selected identifier based on the determined output of the selected identifier and transmits the interface metric to the data analyst device. The data analyst device is configured to, in response to the interface metric from the interface circuit, selectively perform a modification or removal of a second user interface element.