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This chapter demonstrates how computational social science (CSS) tools are extending and expanding research on aging. The depth and context from traditionally qualitative methods such as participant observation, in-depth interviews, and…

计算机与社会 · 计算机科学 2026-01-15 Corey M. Abramson

Space communications, particularly massive satellite networks, re-emerged as an appealing candidate for next generation networks due to major advances in space launching, electronics, processing power, and miniaturization. However, massive…

网络与互联网体系结构 · 计算机科学 2023-09-19 Bassel Al Homssi , Kosta Dakic , Ke Wang , Tansu Alpcan , Ben Allen , Russell Boyce , Sithamparanathan Kandeepan , Akram Al-Hourani , Walid Saad

With the world population rapidly increasing, transforming our agrifood systems to be more productive, efficient, safe, and sustainable is crucial to mitigate potential food shortages. Recently, artificial intelligence (AI) techniques such…

The purpose of this study is to investigate the development process for Artificial inelegance (AI) and machine learning (ML) applications in order to provide the best support environment. The main stages of ML are problem understanding,…

软件工程 · 计算机科学 2023-08-16 Taha Khamis , Hamam Mokayed

Recent advances in large language models (LLMs) have enabled a new class of AI agents that automate multiple stages of the data science workflow by integrating planning, tool use, and multimodal reasoning across text, code, tables, and…

In recent years, Large Language Models (LLMs) have emerged as transformative tools across numerous domains, impacting how professionals approach complex analytical tasks. This systematic mapping study comprehensively examines the…

计算机与社会 · 计算机科学 2025-08-19 Sai Sanjna Chintakunta , Nathalia Nascimento , Everton Guimaraes

The construction industry is presently going through a transformation led by adopting digital technologies that leverage Artificial Intelligence (AI). These industrial AI solutions assist in various phases of the construction process,…

人机交互 · 计算机科学 2025-11-21 Parul Khanna , Sameer Prabhu , Ramin Karim , Phillip Tretten

The use of Artificial Intelligence (AI) and Machine Learning (ML) to solve cybersecurity problems has been gaining traction within industry and academia, in part as a response to widespread malware attacks on critical systems, such as cloud…

密码学与安全 · 计算机科学 2020-09-24 Maanak Gupta , Sudip Mittal , Mahmoud Abdelsalam

About 32% of a software practitioners' day involves seeking and using information to support task completion. Although the information needs of software practitioners have been studied extensively, the impact of AI-assisted tools on their…

软件工程 · 计算机科学 2025-04-28 Ebtesam Al Haque , Chris Brown , Thomas D. LaToza , Brittany Johnson

Artificial Intelligence (AI) algorithms are increasingly providing decision making and operational support across multiple domains. AI includes a wide library of algorithms for different problems. One important notion for the adoption of AI…

人工智能 · 计算机科学 2021-11-16 Feras A. Batarseh , Laura Freeman

Artificial Intelligence (AI) is rapidly expanding and integrating more into daily life to automate tasks, guide decision making, and enhance efficiency. However, complex AI models, which make decisions without providing clear explanations…

This community paper developed out of the NSF Workshop on the Future of Artificial Intelligence (AI) and the Mathematical and Physics Sciences (MPS), which was held in March 2025 with the goal of understanding how the MPS domains…

人工智能 · 计算机科学 2026-03-17 Andrew Ferguson , Marisa LaFleur , Lars Ruthotto , Jesse Thaler , Yuan-Sen Ting , Pratyush Tiwary , Soledad Villar , E. Paulo Alves , Jeremy Avigad , Simon Billinge , Camille Bilodeau , Keith Brown , Emmanuel Candes , Arghya Chattopadhyay , Bingqing Cheng , Jonathan Clausen , Connor Coley , Andrew Connolly , Fred Daum , Sijia Dong , Chrisy Xiyu Du , Cora Dvorkin , Cristiano Fanelli , Eric B. Ford , Luis Manuel Frutos , Nicolás García Trillos , Cecilia Garraffo , Robert Ghrist , Rafael Gomez-Bombarelli , Gianluca Guadagni , Sreelekha Guggilam , Sergei Gukov , Juan B. Gutiérrez , Salman Habib , Johannes Hachmann , Boris Hanin , Philip Harris , Murray Holland , Elizabeth Holm , Hsin-Yuan Huang , Shih-Chieh Hsu , Nick Jackson , Olexandr Isayev , Heng Ji , Aggelos Katsaggelos , Jeremy Kepner , Yannis Kevrekidis , Michelle Kuchera , J. Nathan Kutz , Branislava Lalic , Ann Lee , Matt LeBlanc , Josiah Lim , Rebecca Lindsey , Yongmin Liu , Peter Y. Lu , Sudhir Malik , Vuk Mandic , Vidya Manian , Emeka P. Mazi , Pankaj Mehta , Peter Melchior , Brice Ménard , Jennifer Ngadiuba , Stella Offner , Elsa Olivetti , Shyue Ping Ong , Christopher Rackauckas , Philippe Rigollet , Chad Risko , Philip Romero , Grant Rotskoff , Brett Savoie , Uros Seljak , David Shih , Gary Shiu , Dima Shlyakhtenko , Eva Silverstein , Taylor Sparks , Thomas Strohmer , Christopher Stubbs , Stephen Thomas , Suriyanarayanan Vaikuntanathan , Rene Vidal , Francisco Villaescusa-Navarro , Gregory Voth , Benjamin Wandelt , Rachel Ward , Melanie Weber , Risa Wechsler , Stephen Whitelam , Olaf Wiest , Mike Williams , Zhuoran Yang , Yaroslava G. Yingling , Bin Yu , Shuwen Yue , Ann Zabludoff , Huimin Zhao , Tong Zhang

Context. The last several years saw the emergence of AI assistants for code - multi-purpose AI-based helpers in software engineering. As they become omnipresent in all aspects of software development, it becomes critical to understand their…

软件工程 · 计算机科学 2024-11-08 Agnia Sergeyuk , Yaroslav Golubev , Timofey Bryksin , Iftekhar Ahmed

The role of artificial intelligence (AI) in material science and engineering (MSE) is becoming increasingly important as AI technology advances. The development of high-performance computing has made it possible to test deep learning (DL)…

机器学习 · 计算机科学 2023-04-28 Lipichanda Goswami , Manoj Deka , Mohendra Roy

One way to solve the challenge of small and medium-sized enterprise (SME) manufacturers of acquiring sufficient orders is by joining digital Manufacturing-as-a-Service (MaaS) platforms for on-demand manufacturing. However, joining such…

A large number of techniques for analyzing and optimizing mobile apps have emerged in the past decade. However, those techniques' components are notoriously difficult to extract and reuse outside their original tools. This paper introduces…

软件工程 · 计算机科学 2019-02-26 Yixue Zhao , Nenad Medvidovic

The number and importance of AI-based systems in all domains is growing. With the pervasive use and the dependence on AI-based systems, the quality of these systems becomes essential for their practical usage. However, quality assurance for…

软件工程 · 计算机科学 2023-08-02 Michael Felderer , Rudolf Ramler

The integration of artificial intelligence (AI) into social science research practices raises significant technological, methodological, and ethical issues. We present a community-centric study drawing on 284 survey responses and 15…

计算机与社会 · 计算机科学 2025-06-16 Tatiana Chakravorti , Xinyu Wang , Pranav Narayanan Venkit , Sai Koneru , Kevin Munger , Sarah Rajtmajer

The development of artificial intelligence (AI) technologies has far exceeded the investigation of their relationship with society. Sociotechnical inquiry is needed to mitigate the harms of new technologies whose potential impacts remain…

计算机与社会 · 计算机科学 2021-05-18 Sarah Dean , Thomas Krendl Gilbert , Nathan Lambert , Tom Zick

Evaluation in empirical computer science is essential to show progress and assess technologies developed. Several research domains such as information retrieval have long relied on systematic evaluation to measure progress: here, the…