In this article we have presented a semi-automatic ontological knowledge base construction framework.
The experiment conducted in e-learning management system environment to generate ontology (semi)automatically from learning materials. The result of experiment showed that the performance of ontology learning (Text2Onto) compared with human expert performance in extracting knowledge concept demonstrated high performance, thus saving the expert time and effort.