用于软件开发的 ChatGPT：机遇与挑战

IF 2.2 4区计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS IT Professional Pub Date : 2024-06-26 DOI:10.1109/mitp.2024.3379831

Wahyu Rahmaniar

{"title":"用于软件开发的 ChatGPT：机遇与挑战","authors":"Wahyu Rahmaniar","doi":"10.1109/mitp.2024.3379831","DOIUrl":null,"url":null,"abstract":"Rapid natural language processing advances, such as OpenAI’s ChatGPT, promise profound transformations across multiple domains, including software development. This article discusses ChatGPT’s role in software engineering, including an investigation of implications and applications highlighting ChatGPT’s code-assistance capabilities. Through a series of analyses, we discuss the real impact of ChatGPT on open source software development. However, apart from offering efficiency and innovation, ChatGPT mandates a careful and well-informed approach to integration into software development paradigms.","PeriodicalId":49045,"journal":{"name":"IT Professional","volume":"54 1","pages":""},"PeriodicalIF":2.2000,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"ChatGPT for Software Development: Opportunities and Challenges\",\"authors\":\"Wahyu Rahmaniar\",\"doi\":\"10.1109/mitp.2024.3379831\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Rapid natural language processing advances, such as OpenAI’s ChatGPT, promise profound transformations across multiple domains, including software development. This article discusses ChatGPT’s role in software engineering, including an investigation of implications and applications highlighting ChatGPT’s code-assistance capabilities. Through a series of analyses, we discuss the real impact of ChatGPT on open source software development. However, apart from offering efficiency and innovation, ChatGPT mandates a careful and well-informed approach to integration into software development paradigms.\",\"PeriodicalId\":49045,\"journal\":{\"name\":\"IT Professional\",\"volume\":\"54 1\",\"pages\":\"\"},\"PeriodicalIF\":2.2000,\"publicationDate\":\"2024-06-26\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IT Professional\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://doi.org/10.1109/mitp.2024.3379831\",\"RegionNum\":4,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q3\",\"JCRName\":\"COMPUTER SCIENCE, INFORMATION SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IT Professional","FirstCategoryId":"94","ListUrlMain":"https://doi.org/10.1109/mitp.2024.3379831","RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"COMPUTER SCIENCE, INFORMATION SYSTEMS","Score":null,"Total":0}

引用次数: 0

摘要

自然语言处理的快速发展，如 OpenAI 的 ChatGPT，有望在包括软件开发在内的多个领域带来深刻变革。本文讨论了 ChatGPT 在软件工程中的作用，包括对 ChatGPT 代码辅助功能的影响和应用的调查。通过一系列分析，我们讨论了 ChatGPT 对开源软件开发的实际影响。然而，除了提供效率和创新之外，ChatGPT 还要求我们在将其集成到软件开发范式中时采取谨慎和知情的方法。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

查看原文

微信好友朋友圈 QQ好友复制链接

本刊更多论文

ChatGPT for Software Development: Opportunities and Challenges

Rapid natural language processing advances, such as OpenAI’s ChatGPT, promise profound transformations across multiple domains, including software development. This article discusses ChatGPT’s role in software engineering, including an investigation of implications and applications highlighting ChatGPT’s code-assistance capabilities. Through a series of analyses, we discuss the real impact of ChatGPT on open source software development. However, apart from offering efficiency and innovation, ChatGPT mandates a careful and well-informed approach to integration into software development paradigms.

求助全文

通过发布文献求助，成功后即可免费获取论文全文。去求助

来源期刊

IT Professional COMPUTER SCIENCE, INFORMATION SYSTEMS-COMPUTER SCIENCE, SOFTWARE ENGINEERING

CiteScore

5.00

自引率

0.00%

发文量

111

审稿时长

>12 weeks

期刊介绍： IT Professional is a technical magazine of the IEEE Computer Society. It publishes peer-reviewed articles, columns and departments written for and by IT practitioners and researchers covering: practical aspects of emerging and leading-edge digital technologies, original ideas and guidance for IT applications, and novel IT solutions for the enterprise. IT Professional’s goal is to inform the broad spectrum of IT executives, IT project managers, IT researchers, and IT application developers from industry, government, and academia.