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:
Sep. 27, 2022

Filed:

Feb. 19, 2021
Applicant:

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

Inventors:

Pooja Aggarwal, Bangalore, IN;

Zhe Liu, San Jose, CA (US);

Prateeti Mohapatra, Bangalore, IN;

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 11/36 (2006.01); G06N 3/08 (2006.01); G06F 40/205 (2020.01);
U.S. Cl.
CPC ...
G06F 11/3684 (2013.01); G06F 11/3688 (2013.01); G06F 11/3692 (2013.01); G06F 40/205 (2020.01); G06N 3/08 (2013.01);
Abstract

Methods, systems, and computer program products for automatically generating datasets by processing collaboration forums using artificial intelligence techniques are provided herein. A computer-implemented method includes obtaining conversational data from collaboration forum sources; classifying, using a first set of artificial intelligence techniques, at least a portion of the conversational data into categories based on designated applications; extracting information, pertaining to test case-related issues, from at least a portion of the classified data; verifying at least a portion of the extracted information by analyzing, using a second set of artificial intelligence techniques, portions of the conversational data attributed to multiple entities and related to the extracted information; generating, using the verified information, one or more datasets related to at least one of the test case-related issues for at least one of the designated applications; performing at least one automated action based on the one or more generated datasets.


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