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In this paper, a hybrid recommendation architecture for mobile commerce system is presented based on agent and ontology technology. Working flow and components of the architecture are described to explain how system components work together. This architecture is a hybrid algorithm which integrates the results of specific recommendation algorithms. Based on this architecture, a restaurant recommendation system prototype is implemented in an experiment. It shows that the system has a good feature of stabilization and the performance of recommendation could be improved with time going by.