META-DATA DRIVEN TEST-DATA GENERATION WITH CONTROLLABLE COMBINATORIAL COVERAGE

Patent №

US 7,640,470

Granted

2009-12-29

Filed 2006

Owner

MICROSOFT CORPORATION

AI components

5

ml · nlp · kr · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11507416

Generation of test data for systems having functionality subject to a grammar or other sort of meta-data is automated by a controlled combinatorial approximation of naïve combinatorial coverage. A suite of control mechanisms are applied to an algorithm that generates test data to provide well-defined and understandable approximations of full combinatorial coverage.

AI classification

Natural language1.00
Machine learning1.00
Planning0.99
Knowledge representation0.76
Evolutionary computation0.70
AI hardware0.44
Speech0.03
Vision0.00

Ownership

MICROSOFT CORPORATION

assignment · 189480257

Assignors

LAMMEL, RALF, SCHULTE, WOLFRAM

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

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