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As AI-enabled software systems become more prevalent in smart manufacturing, their role shifts from a reactive to a proactive one that provides context-specific support to machine operators. In the context of an international research…

软件工程 · 计算机科学 2022-06-01 Philipp Haindl , Thomas Hoch , Javier Dominguez , Julen Aperribai , Nazim Kemal Ure , Mehmet Tunçel

As AI systems become integral to critical operations across industries and services, ensuring their reliability and safety is essential. We offer a framework that integrates established reliability and resilience engineering principles into…

人工智能 · 计算机科学 2024-11-15 Saurabh Mishra , Anand Rao , Ramayya Krishnan , Bilal Ayyub , Amin Aria , Enrico Zio

Context: The active involvement of users and customers in agile software development remains a persistent challenge in practice. For this reason, it is important that students in higher education become familiar with good practices in Agile…

软件工程 · 计算机科学 2026-03-16 Eva-Maria Schön , Michael Neumann , Tiago Silva da Silva

Society's increasing dependence on Artificial Intelligence (AI) and AI-enabled systems require a more practical approach from software engineering (SE) executives in middle and higher-level management to improve their involvement in…

计算机与社会 · 计算机科学 2023-06-13 Mamia Agbese , Rahul Mohanani , Arif Ali Khan , Pekka Abrahamsson

Heterogeneous hardware and dynamic workloads worsen long-standing OS bottlenecks in scalability, adaptability, and manageability. At the same time, advances in machine learning (ML), large language models (LLMs), and agent-based methods…

操作系统 · 计算机科学 2025-11-12 Yifan Zhang , Xinkui Zhao , Ziying Li , Guanjie Cheng , Jianwei Yin , Lufei Zhang , Zuoning Chen

As AI technology continues to advance, the importance of human-AI collaboration becomes increasingly evident, with numerous studies exploring its potential in various fields. One vital field is data science, including feature engineering…

人机交互 · 计算机科学 2024-05-24 Qian Zhu , Dakuo Wang , Shuai Ma , April Yi Wang , Zixin Chen , Udayan Khurana , Xiaojuan Ma

The rapid advancement of Generative Artificial Intelligence (AI), such as Large Language Models (LLMs) and Multimodal Large Language Models (MLLM), has the potential to revolutionize the way we work and interact with digital systems across…

人机交互 · 计算机科学 2024-05-28 Carlos Toxtli

As AI systems demonstrate increasingly strong predictive performance, their adoption has grown in numerous domains. However, in high-stakes domains such as criminal justice and healthcare, full automation is often not desirable due to…

人工智能 · 计算机科学 2021-12-23 Vivian Lai , Chacha Chen , Q. Vera Liao , Alison Smith-Renner , Chenhao Tan

The purpose of requirements engineering (RE) is to make sure that the expectations and needs of the stakeholders of a software system are met. Emotional needs can be captured as emotional requirements that represent how the end user should…

软件工程 · 计算机科学 2023-05-26 Tahira Iqbal , Hina Anwar , Syazwanie Filzah , Mohammad Gharib , Kerli Moose , Kuldar Taveter

The utilization of artificial intelligence (AI) applications has experienced tremendous growth in recent years, bringing forth numerous benefits and conveniences. However, this expansion has also provoked ethical concerns, such as privacy…

Thanks to the great progress of machine learning in the last years, several Artificial Intelligence (AI) techniques have been increasingly moving from the controlled research laboratory settings to our everyday life. AI is clearly…

人工智能 · 计算机科学 2021-06-07 Tatiana Tommasi , Silvia Bucci , Barbara Caputo , Pietro Asinari

The explosion in the performance of Machine Learning (ML) and the potential of its applications are strongly encouraging us to consider its use in industrial systems, including for critical functions such as decision-making in autonomous…

计算机与社会 · 计算机科学 2023-11-14 François Terrier

AI for software engineering has made remarkable progress recently, becoming a notable success within generative AI. Despite this, there are still many challenges that need to be addressed before automated software engineering reaches its…

AI systems increasingly shape critical decisions across personal and societal domains. While empirical risk minimization (ERM) drives much of the AI success, it typically prioritizes accuracy over trustworthiness, often resulting in biases,…

人工智能 · 计算机科学 2024-11-07 Diana Pfau , Alexander Jung

Artificial Intelligence/Machine Learning techniques have been widely used in software engineering to improve developer productivity, the quality of software systems, and decision-making. However, such AI/ML models for software engineering…

软件工程 · 计算机科学 2020-12-04 Chakkrit Tantithamthavorn , Jirayus Jiarpakdee , John Grundy

The integration of Large Language Models (LLMs) in Requirements Engineering (RE) education is reshaping pedagogical approaches, seeking to enhance student engagement and motivation while providing practical tools to support their…

软件工程 · 计算机科学 2025-12-01 Sharon Guardado , Risha Parveen , Zheying Zhang , Maruf Rayhan , Nirnaya Tripathi

Growth of the older adult population has led to an increasing interest in technology-supported aged care. However, the area has some challenges such as a lack of caregivers and limitations in understanding the emotional, social, physical,…

软件工程 · 计算机科学 2024-11-07 Yuqing Xiao , John Grundy , Anuradha Madugalla

The Engineering, Procurement and Construction (EPC) businesses operating within the energy sector are recognizing the increasing importance of Artificial Intelligence (AI). Many EPC companies and their clients have realized the benefits of…

计算机与社会 · 计算机科学 2024-02-02 Rimma Dzhusupova , Jan Bosch , Helena Holmstrom Olsson

Integrated Development Environments (IDEs) have become central to modern software development, especially with the integration of Artificial Intelligence (AI) to enhance programming efficiency and decision-making. The study of in-IDE…

软件工程 · 计算机科学 2024-01-23 Agnia Sergeyuk , Sergey Titov , Maliheh Izadi

For many years, we have observed industry struggling in defining a high quality requirements engineering (RE) and researchers trying to understand industrial expectations and problems. Although we are investigating the discipline with a…

软件工程 · 计算机科学 2016-11-30 D. Méndez Fernández , S. Wagner