This paper proposes an ontology which enables fuzzy data to be defined in order to conceptualize them and to represent another type of information. The Fuzzy Knowledge Representation Ontology described is based on the fuzzy data theoretical model, and a method for classifying both classical and fuzzy data is proposed. This ontology defines a framework for storing fuzzy information in fuzzy data...