数据挖掘技术在软件工程中的应用研究
Application of data mining technology in software engineering
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| DOI |
10.12208/j.jer.20220162 |
| 刊名 |
Journal of Engineering Research
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| 年，卷(期) |
2022, 1(5) |
| 作者 |
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| 作者单位 |
中国建筑第八工程局有限公司总承包公司 上海 ;
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| 摘要 |
本文以软件工程中数据挖掘技术的有效应用为探讨主题，对数据挖掘技术的基本概念进行详细分析，从实现多元化数据信息的高效整合、提高数据传输准确性与缩短处理时间三方面阐述数据挖掘技术在软件工程中的作用。传输与存储信息数据是软件工程的核心业务要求，在开发、优化软件的过程中，技术人员需要以满足多样化的使用需求为基准，将其适用层场景不断丰富，促使用户获得更好的应用体验。数据挖掘是人工智能技术的重要组成部分，其具有高效提取与整合数据信息的能力，在软件工程中对这项技术予以有效运用，不仅有助于软件开发机制的完善化构建，还能够加强软件工程针对性特征。【关键词】数据挖掘技术；软件工程；应用
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| Abstract |
This paper discusses the effective application of data mining technology in software engineering, analyzes the basic concepts of data mining technology in detail, and expounds the role of data mining technology in software engineering from three aspects: realizing efficient integration of diversified data information, improving data transmission accuracy and shortening processing time.The transmission and storage of information and data is the core business requirement of software engineering. In the process of software development and optimization, technicians need to constantly enrich their application layer scenarios to enable users to obtain a better application experience based on meeting diversified use needs. Data mining is an important part of artificial intelligence technology, which has the ability to efficiently extract and integrate data information. Effective application of this technology in software engineering not only helps to perfect the construction of software development mechanism, but also can strengthen the targeted features of software engineering.
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| 关键词 |
数据挖掘技术；软件工程；应用
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| KeyWord |
data mining technology; Software engineering; Application
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| 基金项目 |
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| 页码 |
48-50 |
吴紫琪*,周颖,舒琴.
数据挖掘技术在软件工程中的应用研究 [J].
工程学研究.
2022; 1; (5).
48 - 50.