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.
Patent No.:
Date of Patent:
Sep. 22, 2020
Filed:
Oct. 11, 2018
Applicant:
International Business Machines Corporation, Armonk, NY (US);
Inventors:
Biplav Srivastava, Yorktown Heights, NY (US);
Francesca Rossi, Yorktown Heights, NY (US);
Aleksandra Mojsilovic, Yorktown Heights, NY (US);
Assignee:
INTERNATIONAL BUSINESS MACHINES CORPORATION, Armonk, NY (US);
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06N 5/04 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3688 (2013.01); G06F 11/3664 (2013.01); G06F 11/3684 (2013.01); G06N 5/045 (2013.01);
Abstract
A bias detection method, system, and computer program product to evaluate bias in an artificial intelligence service include selecting a bias context, the bias context having a bias specification associated with the bias context, generating test data for determining the bias in the artificial intelligence service based on the bias specification and the bias context, and testing the artificial intelligence service for the bias with the generated test data.