As mentioned in Section 2, AGROVOC data should be cleaned before using it for ontology construction. We have divided the process of data cleaning and semantic relationship refinement into three main steps: Refinement Rule Acquisition, Detection and Suggestion, and, finally, Verification. The system overview is shown in Fig. 1.
Fig. 1 The System Overview