The Integration and Impact of Artificial Intelligence in Software Engineering

Celia Dolores Benitez, Montes Serrano
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Abstract

Artificial Intelligence (AI) has emerged as a transformative force in various domains, including software engineering. The integration of AI into software engineering practices has led to significant advancements in project management, software development, and testing processes. This paper explores the profound impact of AI on software engineering by examining its historical context, methodologies, and practical applications. It delves into AI-driven project management, AI-assisted software development lifecycle, and AI in software testing. Additionally, it highlights the application of AI in Software as Medical Devices (SaMD), software measurement, and overall software engineering practices. The interaction between AI and software engineering presents synergies and mutual benefits, yet poses challenges such as data quality, model interpretability, and ethical concerns. The paper concludes with insights into future trends and research directions, emphasizing the potential of AI to revolutionize software engineering further and the need for continuous research to address emerging challenges. The findings underscore the transformative potential of AI, guiding practitioners and policymakers towards more efficient, ethical, and innovative software engineering practices
人工智能在软件工程中的融合与影响
人工智能(AI)已成为包括软件工程在内的各个领域的变革力量。将人工智能融入软件工程实践,使项目管理、软件开发和测试过程取得了重大进展。本文通过研究人工智能的历史背景、方法论和实际应用,探讨了人工智能对软件工程的深远影响。本文深入探讨了人工智能驱动的项目管理、人工智能辅助的软件开发生命周期以及人工智能在软件测试中的应用。此外,它还强调了人工智能在软件即医疗设备(SaMD)、软件测量和整体软件工程实践中的应用。人工智能与软件工程之间的互动呈现出协同效应和互利性,但也带来了数据质量、模型可解释性和道德问题等挑战。论文最后对未来趋势和研究方向提出了见解,强调了人工智能进一步革新软件工程的潜力,以及持续研究以应对新挑战的必要性。研究结果强调了人工智能的变革潜力,引导从业人员和政策制定者开展更高效、更合乎道德和更具创新性的软件工程实践。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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