软件开发过程中基于人工智能的工具:ChatGPT 的应用

Z. Özpolat, Özal Yildirim, M. Karabatak
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引用次数: 0

摘要

随着技术的日新月异,软件开发流程也在不断发展和快速转变。最近,人工智能(AI)领域的创新使软件开发实践发生了重大变化。人工智能工具能够为开发人员提供更智能、更快速、更有效地创建项目的能力,从而大大增强传统的软件开发流程。这些工具可用于各种任务,如代码生成、测试自动化、错误分析和性能改进。特别是 ChatGPT,它是一种基于人工智能的语言模型,对几乎所有领域都产生了深远的影响,可以帮助软件开发人员以更自然的语言方式更快地编写代码。本研究文章介绍了 ChatGPT 在软件开发过程中使用的基本信息。为了评估 ChatGPT 在软件开发中的一些功能,我们在一个软件项目中进行了应用。为此,我们根据 ChatGPT 提供的回答构建了一个软件开发流程。我们提出了与软件开发流程相关的各种问题,并对 GPT 生成的回复进行了评估。结果表明,ChatGPT 在软件开发过程中表现出色。基于这些研究结果,我们发现 ChatGPT 等基于人工智能的模型可以有效地用作软件开发流程中的辅助工具,加速传统的工作流程。此外,基于人工智能的工具还能实现测试流程自动化,在提高软件质量的同时节省时间和精力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial Intelligence-Based Tools in Software Development Processes: Application of ChatGPT
Software development processes are continuously evolving and rapidly transforming alongside the rapid changes in technology. Recently, innovations in the field of Artificial Intelligence (AI) have led to significant changes in software development practices. AI tools can greatly enhance traditional software development processes by offering developers the ability to create projects more intelligently, swiftly, and effectively. These tools can be employed in various tasks, such as code generation, test automation, error analysis, and performance improvements. Particularly, ChatGPT, an AI-based language model that has had a profound impact on almost every domain, can assist software developers in writing code faster and in a more natural language manner. In this research article, essential information about the usage of ChatGPT in the software development process is presented. To evaluate some capabilities of ChatGPT in the software development context, applications were performed on a software project. For this purpose, a software development process was constructed based on the responses provided by ChatGPT. Various questions related to software development processes were formulated, and the responses generated by GPT were evaluated. The obtained results indicated that ChatGPT exhibited excellent performance in the software development process. Based on these findings, it was observed that AI-based models like ChatGPT could be effectively utilized as assisting tools in software development processes, accelerating traditional workflows. Furthermore, AI-based tools can automate testing processes, enhancing software quality while saving time and effort.
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