IDENTIFYING INCORRECT VARIABLE VALUES IN SOFTWARE TESTING AND DEVELOPMENT ENVIRONMENTS

Patent №

US 11,294,802

Granted

2022-04-05

Filed 2016

Owner

INTERNATIONAL BUSINESS MACHINES CORPORATION

AI components

5

ml · nlp · speech · kr · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

15345550

A test suite is executed to test a computer program for a plurality of variables. A variable value is generated for each variable of the plurality of variables at a predetermined location of the computer program. Whether a test included in the test suite is successful is determined. If the test is successful, the variable value is recorded as part of a success value set. If the test is not successful, the variable value is recorded as part of a failure value set. A confidence metric is calculated for the variable value. A relevance metric for each variable of the plurality of variables is measured, based on a Jaccard distance between the success value set and the failure value set. The failure value set, the success value set, the confidence metric for the variable value, and the relevance metric for each variable of the plurality of variables are presented.

AI classification

Natural language1.00
Knowledge representation1.00
Machine learning1.00
AI hardware0.91
Speech0.78
Vision0.39
Evolutionary computation0.09
Planning0.00

Ownership

INTERNATIONAL BUSINESS MACHINES CORPORATION

assignment · 402460958

Assignors

ANAYA, FRANCISCO M., CHEN, TOM C.L., FULTON, MICHAEL S., TRUONG, TRONG

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

From the same owner

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