PREDICTED CHANGE REQUEST OUTCOMES FOR RISK ASSESSMENT
개요
출원인
International Business Machines Corporation; The Board of Trustees of the University of Illinois
발명자
Kevin Ros; Yu Deng; Larisa Shwartz; Noah Zheutlin; Chengxiang Zhai
IPC 분류
CPC 분류
A computer-implemented method includes inputting a first input and a second input into a risk assessment machine learning model, such that, in response, the risk assessment machine learning model generates, as an output, a risk-based prediction associated with a change request (CR). The first input includes the CR, and the CR relates to a requested change for an information technology (IT) system. The second input includes a predicted set of documentation textual notes that would accompany implementation of the CR, the predicted set being generated as output from a generative language machine learning model in response to the CR being input into the generative language machine learning model.
원문 (중국어)
A computer-implemented method includes inputting a first input and a second input into a risk assessment machine learning model, such that, in response, the risk assessment machine learning model generates, as an output, a risk-based prediction associated with a change request (CR). The first input includes the CR, and the CR relates to a requested change for an information technology (IT) system. The second input includes a predicted set of documentation textual notes that would accompany implementation of the CR, the predicted set being generated as output from a generative language machine learning model in response to the CR being input into the generative language machine learning model.