International Business Machines Corporation
AUTOMATICALLY GENERATING DATASETS BY PROCESSING COLLABORATION FORUMS USING ARTIFICIAL INTELLIGENCE TECHNIQUES

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.