The paper introduces the main functions of data mining applying in library, analyzes the characteristics of hospital library and its data, discusses the application of data mining in hospital library as well as its plight and countermeasures. It points out that user data mining can serve as a guideline for making decisions on literature acquisition and library service innovation.