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:
Feb. 20, 2024

Filed:

Dec. 27, 2018
Applicant:

Robert Bosch Gmbh, Stuttgart, DE;

Inventors:

Haibo Ding, Salt Lake City, UT (US);

Yifan He, Sunnyvale, CA (US);

Lin Zhao, Sunnyvale, CA (US);

Kui Xu, Sunnyvale, CA (US);

Zhe Feng, Mountain View, CA (US);

Assignee:

Robert Bosch GmbH, Stuttgart, DE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 17/00 (2019.01); G06F 40/30 (2020.01); G06F 16/36 (2019.01); G06F 40/247 (2020.01); G06F 40/169 (2020.01); G06N 5/022 (2023.01); G06N 5/04 (2023.01); G06N 7/01 (2023.01);
U.S. Cl.
CPC ...
G06F 40/30 (2020.01); G06F 16/36 (2019.01); G06F 40/169 (2020.01); G06F 40/247 (2020.01); G06N 5/022 (2013.01); G06N 5/04 (2013.01); G06N 7/01 (2023.01);
Abstract

An automatic terminology linking system includes a candidate generator configured to identify candidate nodes for each terminology that is to be linked to a node of the knowledge base. A pseudo-candidate generator is configured to identify pseudo-candidate nodes for candidate-less terminologies. A candidate scorer is configured to respectively score the candidate nodes and the pseudo-candidate nodes by collective inference using occurrence statistics and co-occurrence statistics for these nodes. The pseudo-candidate generator is configured to identify knowledge base nodes that are semantically-related to candidate-less terminology as the pseudo-candidate nodes for the candidate-less terminology.


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