Advancements in software engineering using AI

Hazem W. Marar
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Abstract

The integration of Artificial Intelligence (AI) into the space of software engineering marks a transformative period that reshapes traditional development processes and propels the industry into a new era of innovation. This exploration delves into the multifaceted impact of AI, from its roots in early symbolic AI to the contemporary dominance of machine learning and deep learning. AI’s applications span various domains, but its significance in software engineering lies in its ability to enhance efficiency, improve software quality, and introduce novel approaches to problem-solving. From automating routine tasks to streamlining complex development workflows, AI acts as a virtual collaborator, allowing human developers to focus on higher-order thinking and creativity. This study introduces the application of AI in software engineering. reverse-engineering, and development environments. Moreover, ethical considerations, challenges, and future trends, including explainable AI, reinforcement learning, and human-AI collaboration, are presented.
利用人工智能推进软件工程
人工智能(AI)融入软件工程领域标志着一个变革时期的到来,它重塑了传统的开发流程,并推动整个行业进入创新的新时代。本讲座深入探讨了人工智能的多方面影响,从早期的符号人工智能到当代占主导地位的机器学习和深度学习。人工智能的应用横跨各个领域,但它对软件工程的意义在于能够提高效率、改善软件质量,并为解决问题引入新的方法。从自动化日常任务到简化复杂的开发工作流程,人工智能充当着虚拟合作者的角色,让人类开发人员能够专注于高阶思维和创造力。本研究介绍了人工智能在软件工程、逆向工程和开发环境中的应用。此外,还介绍了伦理考虑、挑战和未来趋势,包括可解释的人工智能、强化学习和人类与人工智能的协作。
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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