Holistic Knowledge Representation for Semantic Modeling of Structured Data

Patent №

US 11,301,638

Granted

2022-04-12

Filed 2019

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16659026

A computer-implemented method, system, and computer program product for generating a semantic model of data comprising a plurality of data items. Semantic concepts are identified for each data item in the plurality of data items. Data concepts are identified for each data item in the plurality of data items based on data characteristics of the data item and using a data ontology that defines the data concepts that are used to represent the data characteristics. The semantic model of the data is generated using the semantic concepts and the data concepts identified for the plurality of data items.

AI classification

Natural language1.00
Planning1.00
Machine learning1.00
Knowledge representation1.00
AI hardware1.00
Vision0.84
Speech0.00
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 507800324

Assignors

SUN, CHANGYING, LUO, LIN, WILLS, GRAHAM

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

From the same owner

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