公开(公告)号：US20220222265A1

公开(公告)日：2022-07-14

申请号：US17145458

申请日：2021-01-11

Applicant: International Business Machines Corporation

Inventor： Namit Kabra ,  Ritesh Kumar Gupta ,  Ron Reuben ,  Vijay Ekambaram ,  Smitkumar Narotambhai Marvaniya

IPC: G06F16/25 ,  G06F16/23 ,  G06F16/951 ,  G06F16/215 ,  G06N20/00

Abstract: A computer-implemented method applies insights from a variety of data sources to each of the data sources. The method includes identifying a set of data sources, wherein each of the data sources are associated with a domain. The method includes analyzing documentation for each of the data sources. The method further includes extracting a set of attributes for each data source, and determining a data schema associated with each data source. The method includes mapping each data schema to a common domain schema. The method also includes linking, based on the mapping and on the set of attributes for each data source, common features across each data source. The method includes generating, in response to the linking, a knowledge graph. The method further includes preparing a visual display for a set of domain insights; and forking the set of domain insights into a first data source.

公开(公告)号：US11556558B2

公开(公告)日：2023-01-17

申请号：US17145458

申请日：2021-01-11

Applicant: International Business Machines Corporation

Inventor： Namit Kabra ,  Ritesh Kumar Gupta ,  Ron Reuben ,  Vijay Ekambaram ,  Smitkumar Narotambhai Marvaniya

IPC: G06F16/25 ,  G06F16/23 ,  G06N20/00 ,  G06F16/215 ,  G06F16/951

Abstract: A computer-implemented method applies insights from a variety of data sources to each of the data sources. The method includes identifying a set of data sources, wherein each of the data sources are associated with a domain. The method includes analyzing documentation for each of the data sources. The method further includes extracting a set of attributes for each data source, and determining a data schema associated with each data source. The method includes mapping each data schema to a common domain schema. The method also includes linking, based on the mapping and on the set of attributes for each data source, common features across each data source. The method includes generating, in response to the linking, a knowledge graph. The method further includes preparing a visual display for a set of domain insights; and forking the set of domain insights into a first data source.