数据挖掘技术在计算机软件工程中的应用

Application of Data mining Technology in Computer Sftware Engineering

随着信息技术的迅速发展,数据量呈现爆炸式增长,如何有效地处理和利用这些数据成为了一个重要的问题。数据挖掘是一种通过分析数据以提取有用信息的技术,在计算机软件工程领域具有广泛的应用。数据挖掘技术能帮助软件工程师在软件开发生命周期的各个阶段优化流程,提高质量。文中详细概述了数据挖掘技术的基本原理,重点分析了数据挖掘技术在软件项目管理、软件需求分析、软件设计、软件维护以及系统测试等方面的应用。

With the rapid development of information technology,the amount of data is showing explosive growth,and how to effectively process and utilize this data has become an important issue.Data mining is a technique that extracts useful information by analyzing data,and has a wide range of applications in the field of computer software engineering.Data mining technology can help software engineers optimize processes and improve quality at various stages of the software development lifecycle.This paper provides a detailed overview of the basic principles of data mining technology,with a focus on analyzing its applications in software project management,software requirement analysis,software design,software maintenance,and system testing.