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:
Oct. 20, 2026

Filed:

Jun. 13, 2023
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Marco Luca Sbodio, Dublin, IE;

Natalia Mulligan, Dublin, IE;

Joao H. Bettencourt-Silva, Dublin, IE;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06N 5/04 (2023.01);
U.S. Cl.
CPC ...
G06N 5/04 (2013.01);
Abstract

Accuracy evaluation of concept expansion systems is provided. A returned set of related concepts corresponding to a test set of concepts is received from a concept expansion system. A comparison is performed between an expected set of concepts and the returned set of related concepts corresponding to the test set of concepts to identify intersection. An accuracy metric corresponding to the concept expansion system is generated based on the intersection between the expected set of concepts and the returned set of related concepts corresponding to the test set of concepts. It is determined whether the accuracy metric is greater than a minimum accuracy threshold level. A set of action steps is performed in response to determining that the accuracy metric is not greater than the minimum accuracy threshold level.


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Sbodio, Marco. (2026). Accuracy evaluation of concept expansion systems (U.S. Patent No. 12770034). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12770034

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

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