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In this paper, we propose an idea of viewing use cases as active objects in the analysis model. Based on the idea, we present a new approach to use case-driven object-oriented analysis. This approach gives a systematic and natural way of incorporating use cases into the analysis model, and an effective way of localizing the effect of requirement changes.