第二届人工智能软件工程国际研讨会(SE4AI 2021)报告

S. Bandyopadhyay, Swaroop Joshi
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摘要

计算机控制着我们日常生活中越来越多的物体:电话、飞机、汽车、建筑物、制造机器、乐器等。在这些所谓的网络物理系统(cps)中,计算机通过传感器和执行器直接与物理世界交互。这些系统正在成为我们社会的关键基础设施和支柱,是我们日常生活和经济发生革命性变化的核心。由于cps必须在有限的资源下实现更多的功能,其复杂性和复杂性不断增加,这使得cps的构建和管理变得越来越困难。特别是这些系统的网络(软件)部分正在迅速发展,并已成为CPS的关键部分,因为它们是这些系统运行的基础。人工智能(AI)对经济、行政、社会产生了根本性的影响。人工智能现在也在影响软件工程,为软件开发提供可靠的方法来分析和评估复杂的软件及其开发过程。存储库挖掘、机器学习、大数据分析和软件可视化为软件质量、软件开发和软件项目管理提供了有针对性的见解和强大的预测。研究界对这一新兴领域表现出浓厚的兴趣。本报告介绍了2021年2月在KIT Bhubaneswar举行的研讨会的总结,该研讨会与第14届软件工程创新会议(ISEC 2021)同地举行。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Report on the Second International Workshop on Software Engineering for Artificial Intelligence (SE4AI 2021)
Computers control increasing numbers of objects in our daily life: phones, aircraft, cars, buildings, manufacturing machines, musical instruments, etc. In these so-called cyber-physical systems (CPSs), computers interact directly with the physical world through sensors and actuators. Those systems are becoming the key infrastructure and backbone of our society and are at the heart of revolutionary changes in our daily lives and economy. The sophistication and complexity of CPSs keep increasing since they must realize more functions with limited resources, which makes them increasingly difficult to build and manage. In particular, the cyber (software) part of these systems is growing rapidly and has become a key part of CPS, as they are the basis of operation for these systems. Artificial intelligence (AI) has a fundamental influence on the economy, administration, and society. AI is now also affecting software engineering, providing robust approaches for software development to analyze and evaluate complex software and its development processes. Repository mining, machine learning, big data analytics, and software visualization enable targeted insights and powerful predictions for software quality, software development, and software project management. The research community has shown a keen interest in this emerging field. This report presents a summary of the workshop held on February 2021 at KIT Bhubaneswar, co-located with the 14th Innovations in Software Engineering Conference (ISEC 2021).
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