软件工程应用数据挖掘技术的必要性及实施路径  

The Necessity and Implementation Path of Data Mining Technology in Software Engineering Application

作　　者：张艺馨 ZHANG Yixin(Heilongjiang University of Commerce,Harbin 150399,China)

机构地区：[1]黑龙江工商学院,黑龙江哈尔滨150399

出　　处：《数字通信世界》2024年第7期107-109,126,共4页Digital Communication World

摘　　要：近年来,随着数字经济建设过程中对算力、想象力、通信力、管理力的融合,推动了软件工程高质量发展,设计者应在这种背景下持续推进对数据挖掘技术的应用。该文以此为出发点概述了数据挖掘技术的定义、运行流程及应用范围,并在剖析软件工程应用数据挖掘技术必要性的基础上,分别从代码检索、程序规约、软件版本控制信息、系统漏洞检测四个方面,对其实施路径进行了具体探讨。In recent years,with the integration of computing power,imagination,communication power,and management power in the construction of the digital economy,high-quality development of software engineering has been promoted.Designers should continue to promote the application of data mining technology in this context.This article takes this as a starting point to outline the definition,operation process,and application scope of data mining technology.Based on the analysis of the necessity of applying data mining technology in software engineering,it specifically explores its implementation path from four aspects:code retrieval,program specifications,software version control information,and system vulnerability detection.

关 键 词：软件工程 数据挖掘技术 必要性 实施路径 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论]