@article{MAKHILLJEAS2017121814821, title = {Automated Generation of Test Questions from Knowledge-Base}, journal = {Journal of Engineering and Applied Sciences}, volume = {12}, number = {18}, pages = {4693-4696}, year = {2017}, issn = {1816-949x}, doi = {jeasci.2017.4693.4696}, url = {https://makhillpublications.co/view-article.php?issn=1816-949x&doi=jeasci.2017.4693.4696}, author = {Assel,Alma,Bayan and}, keywords = {Knowledge-base,RDF-documents,SPARQL-queries,intelligent systems,implementation,operation}, 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.} }