Fuzzy Ontology extraction was adopted in various application domains. It is significant that domain ontology had a problem of inaccurate and unclear knowledge, but fuzzy ontology can be used to resolve data with uncertainty. This paper proposes novel fuzzy ontology algorithm for E-Learning process. Ontology construction works by extracting concepts and fuzzy relation among the concepts. Ontology constructed from heterogeneous text documents. Ontology merging can be done for reusing ontologies. Ontology merging it to combine extracted ontology
E-learning, Fuzzy Ontology, Ontology merging, Semantic web, Text documents