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The intelligent interaction is an important supporting technique for achieving the merging of the information space and physical space in the internet of things. For now there isn 't a general architecture of the intelligent interaction in the environment of the internet of things. In this paper, we propose an intelligent interaction architecture based on the context merging in the internet of things. The components of the architecture are described in detail, and the intelligent interactions among the things or between the user and the physical world are achieved, which breaks through the boundary between the virtualization and reality in the pervasive computing and provides more intelligent computations and services. Finally, we present an intelligent electrical power grid system by using the proposed intelligent interaction architecture. An illustrative example shows the validity of the architecture.