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相关论文: AI in Software Engineering: Case Studies and Prosp…

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As Artificial Intelligence (AI) becomes integral to software development, understanding the social and cooperative dynamics that affect AI-driven organizational change is important. Yet, despite AI's rapid progress and influence, the human…

软件工程 · 计算机科学 2024-11-14 Theocharis Tavantzis , Robert Feldt

Several papers have recently contained reports on applying machine learning (ML) to the automation of software engineering (SE) tasks, such as project management, modeling and development. However, there appear to be no approaches comparing…

软件工程 · 计算机科学 2018-02-09 Nathalia Nascimento , Carlos Lucena , Paulo Alencar , Donald Cowan

The study of behavioral and social dimensions of software engineering (SE) tasks characterizes behavioral software engineering (BSE);however, the increasing significance of human-AI collaboration (HAIC) brings new directions in BSE by…

软件工程 · 计算机科学 2025-07-09 Lekshmi Murali Rani

The advent of Artificial intelligence has promising advantages that can be utilized to transform the landscape of software project development. The Software process framework consists of activities that constantly require routine human…

As the deployment of artificial intelligence (AI) is changing many fields and industries, there are concerns about AI systems making decisions and recommendations without adequately considering various ethical aspects, such as…

计算机与社会 · 计算机科学 2023-10-02 Conrad Sanderson , Qinghua Lu , David Douglas , Xiwei Xu , Liming Zhu , Jon Whittle

Artificial intelligence (AI), including large language models and generative AI, is emerging as a significant force in software development, offering developers powerful tools that span the entire development lifecycle. Although software…

软件工程 · 计算机科学 2025-02-06 Christoph Treude , Marco A. Gerosa

This systematic literature review aims to investigate the impact of artificial intelligence (AI) on the labour force in software engineering, with a particular focus on the skills needed for future software engineers, the impact of AI on…

软件工程 · 计算机科学 2023-02-28 Sabina-Cristiana Necula

Artificial Intelligence has been transforming industries and academic research across the globe, and research software development is no exception. Machine learning and deep learning are being applied in every aspect of the research…

Artificial Intelligence (AI) planning is a flourishing research and development discipline that provides powerful tools for searching a course of action that achieves some user goal. While these planning tools show excellent performance on…

人工智能 · 计算机科学 2021-02-23 Sebastian Graef , Ilche Georgievski

Context: Autism spectrum disorder (ASD) leads to various issues in the everyday life of autistic individuals, often resulting in unemployment and mental health problems. To improve the inclusion of autistic adults, existing studies have…

软件工程 · 计算机科学 2025-11-05 Madalena Sasportes , Grischa Liebel , Miguel Goulão

In industry as well as education as well as academics we see a growing need for knowledge on how to apply machine learning in software applications. With the educational programme ICT & AI at Fontys UAS we had to find an answer to the…

软件工程 · 计算机科学 2021-01-05 Petra Heck , Gerard Schouten

Artificial Intelligence (AI) and Machine Learning (ML) have significantly impacted various industries, including software development. Software testing, a crucial part of the software development lifecycle (SDLC), ensures the quality and…

软件工程 · 计算机科学 2024-09-05 Ahmed Ramadan , Husam Yasin , Burhan Pektas

Recent advances in AI reasoning models provide unprecedented transparency into their decision-making processes, transforming them from traditional black-box systems into models that articulate step-by-step chains of thought rather than…

软件工程 · 计算机科学 2025-03-04 Christoph Treude , Raula Gaikovina Kula

From its inception, AI has had a rather ambivalent relationship to humans---swinging between their augmentation and replacement. Now, as AI technologies enter our everyday lives at an ever increasing pace, there is a greater need for AI…

人工智能 · 计算机科学 2019-10-17 Subbarao Kambhampati

Recent progress in artificial intelligence (AI) has renewed interest in building systems that learn and think like people. Many advances have come from using deep neural networks trained end-to-end in tasks such as object recognition, video…

人工智能 · 计算机科学 2016-11-03 Brenden M. Lake , Tomer D. Ullman , Joshua B. Tenenbaum , Samuel J. Gershman

Across a growing number of domains, human experts are expected to learn from and adapt to AI with superior decision making abilities. But how can we quantify such human adaptation to AI? We develop a simple measure of human adaptation to AI…

人机交互 · 计算机科学 2021-02-02 Minkyu Shin , Jin Kim , Minkyung Kim

The rise of Artificial Intelligence (AI) will bring with it an ever-increasing willingness to cede decision-making to machines. But rather than just giving machines the power to make decisions that affect us, we need ways to work…

计算机与社会 · 计算机科学 2020-12-14 Elisa Bertino , Finale Doshi-Velez , Maria Gini , Daniel Lopresti , David Parkes

This study explores the benefits and challenges of integrating Artificial Intelligence with Agile software development methodologies, focusing on improving continuous integration and delivery. A systematic literature review and longitudinal…

软件工程 · 计算机科学 2023-05-16 Beatriz Cabrero-Daniel

AI-powered software tools are widely used to assist software engineers. However, there is still a need to understand the productivity benefits of such tools for software engineers. In addition to short-term benefits, there is a question of…

软件工程 · 计算机科学 2025-06-24 Giorgio Amasanti , Jasmin Jahic

Software automation has long been a central goal of software engineering, striving for software development that proceeds without human intervention. Recent efforts have leveraged Artificial Intelligence (AI) to advance software automation…

软件工程 · 计算机科学 2025-10-02 Liyi Cai , Yijie Ren , Yitong Zhang , Jia Li