INTELLIGENT DATA ENRICHMENT USING KNOWLEDGE GRAPH

Patent №

US 11,436,244

Granted

2022-09-06

Filed 2021

Owner

SAP SE

Lab

AI components

5

nlp · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

17160153

A computer-implemented method can receive a source table containing data tuples and a source schema defining attributes of the data tuples, and match the source schema to an ontology of a knowledge graph. The knowledge graph can include a plurality of instances and the ontology defines properties of the plurality of instances. The computer-implemented method can link the data tuples to respective instances in the knowledge graph, and identifying non-matching properties of the respective instances, wherein the non-matching properties are defined in the ontology and not matched to the source schema. The computer-implemented method can obtain property values associated with the non-matching properties from the knowledge graph, and add one or more of the non-matching properties and the associated property values to respective data tuples of the source table.

AI classification

Planning1.00
Knowledge representation1.00
Evolutionary computation1.00
Natural language0.99
AI hardware0.92
Machine learning0.37
Vision0.01
Speech0.00

Ownership

SAP SE

assignment · 551860377

Assignors

PORTISCH, JAN, BRACHOLDT, SANDRA, HUTH, OLIVER, SAGGAU, VOLKER

On an employer assignment, the assignors are typically the inventors.

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