The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Dec. 18, 2018

Filed:

Jan. 16, 2018
Applicant:

Accenture Global Solutions Limited, Dublin, IE;

Inventors:

Luca Costabello, County Kildare, IE;

Freddy Lecue, Castleknock, IE;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/30 (2006.01); G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
G06F 17/30734 (2013.01); G06F 17/30392 (2013.01); G06F 17/30616 (2013.01); G06F 17/30646 (2013.01); G06F 17/30958 (2013.01); G06N 5/022 (2013.01);
Abstract

A device receives training data and an ontology for the training data, where the training data includes information associated with a subject of the ontology. The device generates a knowledge graph based on the training data and the ontology, and converts the knowledge graph into knowledge graph embeddings, where the knowledge graph embeddings include points in a k-dimensional metric space. The device receives a new entity that is not present in the knowledge graph embeddings, and generates a new embedding of the new entity. The device adds the new embedding to the knowledge graph embeddings, and utilizes the knowledge graph embeddings, with the new embedding, to perform an action.


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