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Context-awareness has been quite a hotspot in both academia and business community for the past few years all over the world. The context data has the feature of diversity, therefore, the effective methodology to extract useful information from large-scale data set should be provided, which can support intelligence of human-computer interactive. By analyzing the existing technology, the Context-aware Data Mining Model is constructed in this paper, and its utilizations in context-aware computing have been clarified. Additionally, we propose corresponding scheme of data mining for different system application feature, and summarize the features of data mining based on context-aware.