Due to this problem, we have developed a framework for semi-automatic ontological knowledge
base construction in eLearning Management System setting. The ontological knowledge base is constructed
from learning materials uploaded by the user to the eLearning management system. The performance evaluation of ontology learning tool in semi-automatic ontology generation is also presented at the end of this paper by comparing its performance with human expert performance.