关键词: 源码, 数据挖掘, 编程模式, 软件辅助开发

Abstract:

With the explosive growth of the open source community software code, software reuse is being more and more attention. Because of the complexity of the software code. To the novice that do not understand the framework, it is difficult to use the code from the open source community to develop software. As a result, using data mining technology to dig programming patterns from the existing code become a research hotspot. This paper mainly introduces the frequent items mining Apriori algorithm, and put forward the based on the source code pattern mining software assist development method. It can be based on user input keywords to intelligent matching to the super class, mining programming patterns based on the super class, give the methods that priority to override as well as the association rules. The experimental results show that the novice can use these coding suggestions, fast learning a new framework and improve the development efficiency.

Key words: source code, data mining, programming patterns, software assist development