Structure of an ontology used in a test generation environment

The paper presents the UMLOntology structure used to automatically generate test questions. It also considers the algorithm for automatic generation of questions in the Test Generation Environment and discusses supplementary annotation elements added to the ontology. Moreover, the research presents examples of generated meaningful test questions by the Test Generation Environment using the implemented UMLOntology.