数据挖掘技术在软件工程中的应用研究

Research on the Application of Data Mining Technology in Software Engineering

在软件工程技术不断发展的背景下,通过更先进的大数据和人工智能技术提高软件工程的开发和应用质量,成为软件工程领域发展的重要方向。而在开发和应用软件过程时所产生的海量数据,对完善软件工程有着非常重要的作用。为了能充分提高数据的应用价值,通过先进的数据挖掘技术对数据进行深度分析,满足工程后续的优化更新需求尤为重要。为了将数据挖掘技术应用到软件工程开发和应用中,文中分析了数据挖掘技术的概念以及在软件工程中的实际应用方向,以供软件工程领域开发和研究领域作重要参考。

With the continuous development of software engineering technology,improving the development and application quality of software engineering through more advanced big data and artificial intelligence technologies has become an important direction for the development of the software engineering field.The massive data generated during the development and application of software plays a crucial role in improving software engineering.In order to fully enhance the application value of data,it is particularly important to conduct in-depth analysis of data through advanced data mining techniques to meet the optimization and updating needs of the project in the future.In order to apply data mining techniques to software engineering development and application,this paper analyzes the concept of data mining techniques and their practical application directions in software engineering,providing important references for the development and research fields of software engineering.