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
Lab
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
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 471440412
Assignors
SRIVASTAVA, BIPLAV, ROSSI, FRANCESCA, MOJSILOVIC, ALEKSANDRA
On an employer assignment, the assignors are typically the inventors.