Assel  Omarbekova, Alma  Zakirova, Bayan  Abduraimova, Sailaubek  Duzelbayev, 
    Automated Generation of Test Questions from Knowledge-Base,
    Journal of Engineering and Applied Sciences,
    Volume 12,Issue 18,
    2017,
    Pages 4693-4696,
    ISSN 1816-949x,
    jeasci.2017.4693.4696,
    (https://makhillpublications.co/view-article.php?doi=jeasci.2017.4693.4696)
    Abstract: Kazakhstan has a necessity for artificial intelligence application technologies in the development of
educational resources and education process. The actual study describes the system development of test
questions automated generation in terms of a knowledge-base. This research has an application attitude,
provides detailed examples of ontology development and SPARQL-queries in RDF-documents. Additionally,
Python programming language based question generating program’s implementation is described with
involvement of all required libraries required for RDF-files operation.
    Keywords: Knowledge-base;RDF-documents;SPARQL-queries;intelligent systems;implementation;operation