The role of Artificial Intelligence in Software Engineering

M. Harman
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引用次数: 98

Abstract

There has been a recent surge in interest in the application of Artificial Intelligence (AI) techniques to Software Engineering (SE) problems. The work is typified by recent advances in Search Based Software Engineering, but also by long established work in Probabilistic reasoning and machine learning for Software Engineering. This paper explores some of the relationships between these strands of closely related work, arguing that they have much in common and sets out some future challenges in the area of AI for SE.
人工智能在软件工程中的作用
最近,人们对将人工智能(AI)技术应用于软件工程(SE)问题的兴趣激增。这项工作的典型代表是基于搜索的软件工程的最新进展,但也包括在软件工程的概率推理和机器学习方面长期建立的工作。本文探讨了这些密切相关的工作之间的一些关系,认为它们有很多共同点,并提出了面向SE的人工智能领域的一些未来挑战。
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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