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With the development of the Internet, Web services, such as Google Maps API and YouTube Data API, become more important and convenient for the Web knowledge distribution and integration. However, currently, most existing Web sites do not provide Web services. In this paper, we present a partial information extraction technology to construct the Web services from the general Web applications quickly and easily. Our implementation shows that our approach is applicable to different kinds of Web applications.