Abstract: A computing device includes a processor and a machine-readable storage medium storing instructions. The instructions are executable by the processor to: receive input data defining an information technology (IT) change request; in response to a receipt of the input data, perform a first risk classification of the IT change request using a decision tree model; generate a graphical user interface based on the first risk classification, the graphical user interface indicating risk impacts for each of a plurality of request features, and the graphical user interface including a graphic representation of the decision tree model; in response to a user modification to a first request feature of the plurality of request features in the graphical user interface, automatically perform a second request analysis using the decision tree model; and automatically update the graphical user interface based on the second request analysis.

Abstract: In some examples, with respect to intent and context-aware dialogue based virtual assistance, an intent of an inquiry may be determined using an intent classification model. A determination may be made as to whether the determined intent matches a pre-specified intent of a plurality of pre-specified intents. Based on a determination that the determined intent does not match the pre-specified intent, a question related to the inquiry may be generated. Another intent of the inquiry may be determined by analyzing a response to the question using the intent classification model. A determination may be made as to whether the determined other intent matches another pre-specified intent of the plurality of pre-specified intents. Based on a determination that the determined other intent does not match the other pre-specified intent, a deep learning model may be utilized to predict a response to the inquiry.

Abstract: Example methods, apparatus, and articles of manufacture to generate a wizard application are disclosed. A disclosed example method includes storing a graphical user interface input by a user for the wizard application in a file, storing a definition of an action input by the user to be performed by the wizard application in the file, and transferring the file and an engine to a user's computer, the file to be used by the engine to execute the wizard application, and the engine to, in response to an input from a user of the engine, convert the graphical user interface to at least one of a command line interface, a webpage interface, or an interface that reads user input from a file.

Abstract: Example methods, apparatus, and articles of manufacture to generate a wizard application are disclosed. A disclosed example method includes storing a graphical user interface input by a user for the wizard application in a file, storing a definition of an action input by the user to be performed by the wizard application in the file, and transferring the file and an engine to a user's computer, the file to be used by the engine to execute the wizard application, and the engine to, in response to an input from a user of the engine, convert the graphical user interface to at least one of a command line interface, a webpage interface, or an interface that reads user input from a file.