Patent · US Active

Efficient data relationship mining using machine learning

US11361004B2 · kind B2 · utility

3Cited by

2References

20Claims

0Family size

Assignee

SAP SE · DE

Inventors

Wei Han · Sugar Land, US
Markus Adam · Olpe, DE

Key dates

Filing date	Jun 25, 2018
Grant date	Jun 14, 2022
Priority date	—
Expiry date	Aug 12, 2040

Classification

Technology area (CPC G)Physics
CPC primaryG06N7/01
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Techniques and solutions are described for determining relationships in data with improved efficiency, including computing resource use. A plurality of attributes are selected for analysis. The attributes can be processed, such as to facilitate relationship determination. Relationships between attribute values are determined. Redundant relationships can be removed. Distances are determined between relationships and used to select a sample of relationships. The sample is labelled by a user and used to train a machine learning classifier. The machine learning classifier labels determined relationships.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.