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In this paper, we introduce the concept of service-mining and show how this mining helps vehicle maintenance centers to improve their services. We propose the conceptual architecture of service-mining system and the data structure. We also propose a framework of Service-mining System, which includes function modules, supporting components and hierarchy. Some potential service patterns that are discovered through mining at the reasoning layer are evaluated by customers' feedback.