SYSTEM AND METHOD FOR DEFINING AND USING DIFFERENT LEVELS OF GROUND TRUTH

Patent №

US 10,169,717

Granted

2019-01-01

Filed 2015

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

6

ml · nlp · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14825423

A method, computer program product, and computer system, for receiving a first set of ground truth instances from a first source. A second set of ground truth instances may be received from a second source. The first and second sets of ground truth instances may be weighted differently based on a level of trust associated with each of the first and second sources. The weighted first and second sets of ground truth instances may be applied in a machine learning task executed by a computer.

AI classification

Machine learning1.00
Knowledge representation1.00
AI hardware0.99
Vision0.99
Planning0.67
Natural language0.52
Speech0.01
Evolutionary computation0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 363190725

Assignors

MURDOCK, JAMES W., IV, ROORDA, STEPHAN J., SWIFT, MARY D.

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

From the same owner

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