公开(公告)号：US12106194B1

公开(公告)日：2024-10-01

申请号：US17532478

申请日：2021-11-22

Applicant: IQVIA Inc.

Inventor： Kristy Morgan ,  Mark Boone Brown ,  Natalia Balko ,  April Lewis ,  Lucas Glass ,  Elizabeth Bodine ,  Lena Dyrved ,  Esther Van Hulten ,  Masha Kazantseva

IPC: G06N20/00 ,  G06N5/022

CPC classification number: G06N20/00 ,  G06N5/022

Abstract: A computer-implemented method includes a machine learning system receiving distinct types of data associated with multiple individual entities. For each of the individual entities, the machine learning system determines a first attribute that indicates a predicted attribute of the entity based on analysis of the data. The machine learning system also determines a second attribute that indicates a predicted quality attribute of the entity, based on analysis of the data. An attribute weighting module of the machine learning system generates weight values for each of the first attribute and the second attribute of the entity. The machine learning system generates a data structure that identifies a set of entities from among the multiple individual entities, where entities of the set are ranked based on a tier indicator that corresponds to either the first attribute, the second attribute, or both.