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:
Jul. 08, 2025

Filed:

Mar. 03, 2021
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventor:

HyeongSik Kim, San Jose, CA (US);

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2023.01); G06F 18/20 (2023.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/25 (2023.01); G06N 5/022 (2023.01); G06N 20/00 (2019.01);
U.S. Cl.
CPC ...
G06N 5/02 (2013.01); G06F 18/214 (2023.01); G06F 18/22 (2023.01); G06F 18/25 (2023.01); G06F 18/29 (2023.01); G06N 20/00 (2019.01); G06F 18/295 (2023.01); G06N 5/022 (2013.01);
Abstract

Systems and methods for aligning knowledge graphs. A subgraph type is assigned to each node of a plurality of nodes in a first knowledge graph and a second knowledge graph. The assigned subgraph type for each node is determined based on the labels of a plurality of edges and/or other nodes coupled to the node in the knowledge graph. An initial matching is performed to identify a plurality of candidate node-node pairs each including one node from each knowledge graph. A candidate node-node pair is identified as a valid node-node mapping based at least in part on a determination that the subgraph type combination of the candidate node-node pair matches a subgraph type combination of another candidate node-node pair that has previously been confirmed as a valid node-node mapping. In some implementations, a machine-learning model is trained to use the aligned knowledge graphs.


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