公开(公告)号：US11586811B2

公开(公告)日：2023-02-21

申请号：US16835688

申请日：2020-03-31

Applicant: Capital One Services, LLC

Inventor： Anindya Misra ,  Cindy Liu ,  Milovan Milovanovic

IPC: G06F40/20 ,  G06F16/34 ,  G06F16/901 ,  G06N20/00 ,  G06N3/04 ,  G06F40/30 ,  G06F16/36

Abstract: A method may include a obtaining a first data model instance comprising an identifier string and a set of attributes associated with a set of attribute name strings. The method may include obtaining an ontology graph that includes a first label, a second label, and an association between them. The method may include using a prediction model to select the first label based on the first data model instance and determining the second label based on the relationship. The method may include determining a selected set of labels that includes the first label and the second label to associate with the first data model instance. The method may include associating the selected set of labels with the first data model instance in a dataset that includes a plurality of records, where each record is associated with a different data model instance.

公开(公告)号：US12223264B2

公开(公告)日：2025-02-11

申请号：US18154601

申请日：2023-01-13

Applicant: Capital One Services, LLC

Inventor： Anindya Misra ,  Cindy Liu ,  Milovan Milovanovic

IPC: G06F40/20 ,  G06F16/34 ,  G06F16/36 ,  G06F16/901 ,  G06F40/30 ,  G06N3/048 ,  G06N20/00

Abstract: A method may include a obtaining a first data model instance comprising an identifier string and. a set of attributes associated with a set of attribute name strings. The method may include obtaining an ontology graph that includes a first label, a second label, and an association between them. The method may include using a prediction model to select the first label based on the first data model instance and determining the second label based on the relationship. The method may include determining a selected set of labels that includes the first label and the second label to associate with the first data model instance. The method may include associating the selected set of labels with the first data model instance in a dataset that includes a plurality of records, where each record is associated with a different data model instance.