计算机软件工程中数据挖掘技术的应用研究  

Application Research of Data Mining Technology in Computer Software Engineering

作　　者：隋国政[1] SUI Guozheng(Shandong Youth Political College,Jinan Shandong 250103)

机构地区：[1]山东青年政治学院,山东济南250103

出　　处：《软件》2023年第5期127-129,共3页Software

摘　　要：基于信息技术的快速发展,软件系统愈加复杂,尤其是在大数据时代背景下,需要对数据信息进行挖掘,以更高的质量设计软件系统。现阶段,数据挖掘技术已经深入应用到各领域中,并取得了良好的效果。为充分发挥数据挖掘技术作用及价值,为软件工程提供精准、全面的数据信息,推动软件工程事业高质量发展,本文在概述数据挖掘技术、了解数据挖掘技术应用优势和技术流程的基础上,在软件项目管理、代码克隆检测、程序规约、版本控制信息、软件漏洞扫描五个方面,对数据挖掘技术在软件工程中的应用进行深入探究。Based on the rapid development of information technology,software systems become more and more complex,especially in the context of big data era,data information needs to be mined to design software systems with higher quality.At this stage,data mining technology has been deeply applied in various fields and has achieved good results.In order to give full play to the role and value of data mining technology,provide accurate and comprehensive data information for software engineering,and drive the high-quality development of software engineering,this paper,on the basis of summarizing data mining technology,understanding the application advantages and technical process of data mining technology,in five aspects of software project management,code cloning detection,program specification,version control information,and software vulnerability scanning,the application of data mining technology in software engineering is deeply explored.

关 键 词：计算机 软件工程 数据挖掘技术 

分 类 号：TP311.13[自动化与计算机技术—计算机软件与理论] TP311.5[自动化与计算机技术—计算机科学与技术]