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Cloud computing is a dynamic coordination system composed of multiple services, in such dynamic and uncertain environment, dynamic trust model has become a hot research. The research methods are reviewed on the concept of trust and dynamic trust, and the dynamic trust management model based on ontology. Comment and comparative analysis are conducted on typical PTM and TMV dynamic trust models. Problems and deficiencies are pointed out and the further research direction is given.