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This paper presents a novel approach for semantic web service composition based on traditional state space search approach. We regard automatic web service composition problem as an AI problem-solving problem and propose an enhanced state space search approach toward web service composition domain. This approach can not only be used for automatic service composition, but also for general problem-solving domain. In addition, in order to validate the feasibility of our approach, a prototype system is implemented.