Patent ID: 11948113
Assignee: INTERNATIONAL BUSINESS MACHINES CORPORATION
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 0:
1. A method of generating risk assessment software from a text corpus included within a set of risk assessment documents, comprising:
identifying one or more portions of a text corpus indicative of operational risk;
determining, using a natural language processing (NLP) engine, contextual features from the one or more portions of the text corpus;
generating, using a neural network, feature vectors associated with the one or more portions of the text corpus;
extracting, using a risk identifier extractor and using the feature vectors, risk identifiers based on the determined contextual features;
clustering the extracted risk identifiers into a plurality of operational risk categories;
receiving, from a user and via a graphical user interface, a selection of an operational category from the plurality of operational risk categories;
selecting, by the risk assessment software generator, a set of software structs that correspond to the extracted risk identifiers; and
generating a risk assessment software based on content stored within the selected set of the software structs and the selected operational risk category, wherein
the risk identifiers are text tokens generated by tokenizing the text corpus using the NLP engine.