软件源码上的数据挖掘应用综述

Survey on applications of software source code mining

数据挖掘技术可以从大量的数据中发现某些有价值的知识。而将软件源码作为一种特殊的数据,在其上应用数据挖掘技术进行源码层次上的信息挖掘,已成为一个新颖而重要的课题。将对软件源码上的数据挖掘技术从各领域的应用、数据挖掘方法以及当前发展水平等主要方面展开介绍,并详细剖析当前此领域的制约因素,提出未来此领域的发展方向。

Data mining technology can find some valuable knowledge from large amounts of data. The software source code as a special kind of data is being mined by data mining technology in code level, which is a new and important topic. The authors introduced its applications in some fields, the data mining technology, and the current level of development, and then analyzed current restriction of the field. Finally, several directions on software source code mining application were concluded.