With the development of data mining technology and traditional Chinese medicine information system, many data mining methods have been applied to traditional Chinese medicine research. This paper discusses the application of strategy pattern (one of object oriented software design patterns) on data mining scientific research software platform design and development, and the design summary of the platform. On this basis, a sort of thoughtway of traditional Chinese medicine data mining study is proposed, which is: encapsulating traditional Chinese medicine problems(data), and encapsulating data mining methods(algorithm), which realize uniform interface, thus researchers can try different data mining methods in a sort of traditional Chinese medicine problem and use a data mining method in different traditional Chinese medicine problems. Based on the thoughtway above, this paper realizes a traditional Chinese medicine data mining platform for Chinese medicine data mining research.