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With the development of computer network technology, the requirement of Web Service retrieval technology is getting larger and larger. And now the network environment where data traffic is very large, for information can be done in-depth search to achieve full range of information inquiries is very necessary. This paper uses the network data mining technology in the application of intelligent retrieval engine, taking text description as the research object of this paper. It emphasizes the optimization of the network data mining technology in the intelligent search engine, and summarizes the possibility of the current network data mining application intelligent retrieval from the structural design and algorithm analysis. Finally, a UDDI Registry intelligent retrieval model based on data mining is designed. In many network data can accurately and quickly carry out detailed information retrieval function.