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An intelligent word semantic proofing system for special domain are discussed deeply in this paper. Firstly, the fuzzy mapping aggregation rules are introduced and followed by the corresponding fuzzy inference method. Secondly, the rigid inference and the soft inference are discussed in detail. Then flowchart of the semantic analysis and the bases and the modules in the Chinese word proofing system are illustrated subsequently. The experiment shows that it is feasible and practical method for semantic analysis.