The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Jul. 06, 2021

Filed:

Sep. 17, 2019
Applicant:

International Business Machines Corporation, Armonk, NY (US);

Inventors:

Murray A. Reicher, Rancho Santa Fe, CA (US);

Puja Gupta, San Diego, CA (US);

Sun Young Park, San Diego, CA (US);

Dustin Michael Sargent, San Diego, CA (US);

Attorneys:
Primary Examiner:
Int. Cl.
CPC ...
G06F 9/44 (2018.01); G06F 11/36 (2006.01); G06F 11/30 (2006.01); G06N 3/04 (2006.01); G06F 11/34 (2006.01); G06N 3/08 (2006.01);
U.S. Cl.
CPC ...
G06F 11/3664 (2013.01); G06F 11/302 (2013.01); G06F 11/3438 (2013.01); G06F 11/3684 (2013.01); G06F 11/3688 (2013.01); G06F 11/3692 (2013.01); G06N 3/0445 (2013.01); G06N 3/0454 (2013.01); G06N 3/08 (2013.01);
Abstract

Provided are techniques for automated software testing using simulated user personas. A request to test software is received. Job roles, user software activities for the software to be tested, and objectives are automatically identified using a first machine learning model. A test operation sequence using the job roles, the user software activities, and the objectives to test the software is generated using a second machine learning model. The test operation sequence is executed to simulate different users having different job roles using the software with the user software activities to achieve the objectives.


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