GENERATING REPRESENTATIVE UNSTRUCTURED DATA TO TEST ARTIFICIAL INTELLIGENCE SERVICES FOR BIAS

Patent №

US 10,783,068

Granted

2020-09-22

Filed 2018

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

16157307

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.

AI classification

Machine learning1.00
Planning1.00
AI hardware1.00
Knowledge representation0.99
Natural language0.96
Evolutionary computation0.39
Vision0.00
Speech0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 471440412

Assignors

SRIVASTAVA, BIPLAV, ROSSI, FRANCESCA, MOJSILOVIC, ALEKSANDRA

On an employer assignment, the assignors are typically the inventors.

From the same owner

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