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This article presents the key technologies of knowledge service, analysis of the computational language technology and ontology and their application in knowledge service. Additionally, this paper applies the SOA to the design of knowledge service system framework, describes the importance of service discovery, service matching, service composition and service verification in improving the efficiency of knowledge service system and finally looks forward to the future development.