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When discussing future concerns within socio-technical systems in work contexts, we often find descriptions of missed technology development and integration. The experience of technology that fails whilst being integrated is often rooted in…

Human-Computer Interaction · Computer Science 2021-07-09 Sarah Janboecke , Susanne Zajitschek

While machine learning (ML) systems have produced great advances in several domains, their use in support of complex cooperative work remains a research challenge. A particularly challenging setting, and one that may benefit from ML support…

Artificial Intelligence · Computer Science 2019-11-05 Bridget Kane , Jing Su , Saturnino Luz

This paper analyzes team collaboration in the field of Artificial Intelligence (AI) from the perspective of geographic distance. We obtained 1,584,175 AI related publications during 1950-2019 from the Microsoft Academic Graph. Three…

Digital Libraries · Computer Science 2020-12-29 Xuli Tang , Xin Li , Ying Ding , Feicheng Ma

Prior work has provided strong evidence that, within organizational settings, teams that bring a diversity of information and perspectives to a task are more effective than teams that do not. If this form of informational diversity confers…

Computer Science and Game Theory · Computer Science 2023-01-31 Hoda Heidari , Solon Barocas , Jon Kleinberg , Karen Levy

Scientific collaboration is often perceived as a joint global process that involves researchers worldwide, regardless of their place of work and residence. Globalization of science, in this respect, implies that collaboration among…

Physics and Society · Physics 2012-02-20 Stefan Hennemann , Diego Rybski , Ingo Liefner

Warning: This paper contains content that may be inappropriate or offensive. AI agents have gained significant recent attention due to their autonomous tool usage capabilities and their integration in various real-world applications. This…

Artificial Intelligence · Computer Science 2025-06-24 Ninareh Mehrabi , Tharindu Kumarage , Kai-Wei Chang , Aram Galstyan , Rahul Gupta

Collaborative learning environments such as programming labs are crucial for learning experiential hands-on skills such as critical thinking and problem solving, and peer discussion. In a traditional laboratory setting, many of these skills…

Computers and Society · Computer Science 2021-11-12 Tahiya Chowdhury

Science is increasingly global, with international collaboration playing a crucial role in advancing scientific development and knowledge exchange across borders. However, the processes that regulate how scientific labor is distributed…

Digital Libraries · Computer Science 2024-10-18 Lili Miao , Vincent Larivière , Byungkyu Lee , Yong-Yeol Ahn , Cassidy R. Sugimoto

This paper investigates the role of homophily and focus constraint in shaping collaborative scientific research. First, homophily structures collaboration when scientists adhere to a norm of exclusivity in selecting similar partners at a…

Physics and Society · Physics 2011-05-17 T. S. Evans , R. Lambiotte , P. Panzarasa

Problems of cooperation--in which agents seek ways to jointly improve their welfare--are ubiquitous and important. They can be found at scales ranging from our daily routines--such as driving on highways, scheduling meetings, and working…

Artificial Intelligence · Computer Science 2020-12-17 Allan Dafoe , Edward Hughes , Yoram Bachrach , Tantum Collins , Kevin R. McKee , Joel Z. Leibo , Kate Larson , Thore Graepel

The rapid integration of generative artificial intelligence (GenAI) across diverse fields underscores the critical need for red teaming efforts to proactively identify and mitigate associated risks. While previous research primarily…

Human-Computer Interaction · Computer Science 2025-08-22 Bixuan Ren , EunJeong Cheon , Jianghui Li

Diversity in software teams drives innovation and enhances performance, but it also introduces challenges that require intentional management. LGBTQIAPN+ professionals in the software industry face unique barriers, including discrimination,…

Software Engineering · Computer Science 2025-01-24 Edvaldo Wassouf , Pedro Fukuda , Awdren Fontão

The emergence and survival of cooperation is one of the hardest problems still open in science. Several factors such as the existence of punishment, fluctuations in finite systems, repeated interactions and the formation of prestige may all…

Physics and Society · Physics 2018-02-19 Daniele Vilone , Valerio Capraro , José J. Ramasco

AI accessibility tools have mostly been designed for individual use, helping one person overcome a specific functional barrier. But for many people with disabilities, complex tasks are accomplished through collaboration with others who…

Human-Computer Interaction · Computer Science 2026-03-30 Lan Xiao , Catherine Holloway

The field of Human-Robot Collaboration (HRC) has seen a considerable amount of progress in recent years. Thanks in part to advances in control and perception algorithms, robots have started to work in increasingly unstructured environments,…

Robotics · Computer Science 2022-02-15 Olivier Mangin , Alessandro Roncone , Brian Scassellati

Policies significantly shape computation's societal impact, a crucial HCI concern. However, challenges persist when HCI professionals attempt to integrate policy into their work or affect policy outcomes. Prior research considered these…

Human-Computer Interaction · Computer Science 2024-10-01 Qian Yang , Richmond Y Wong , Steven J Jackson , Sabine Junginger , Margaret D Hagan , Thomas Gilbert , John Zimmerman

Recently, multi-Large Language Model (LLM) frameworks have been proposed to solve contextualized tasks. However, these frameworks do not explicitly emulate human team role division, which may lead to a single perspective, thereby weakening…

Computation and Language · Computer Science 2026-04-09 Xiangyu Wang , Jin Wu , Haoran Shi , Wei Xia , Jiarui Yu , Chanjin Zheng

Establishing an independent academic identity is a central yet insufficiently understood challenge for early-career researchers. However, limited resources and mentor-driven research agendas often constrain early efforts toward autonomy. To…

Digital Libraries · Computer Science 2026-03-27 Yanmeng Xing , Ye Sun , Tongxin Pan , Giacomo Livan , Yifang Ma

When each edge device of a network only perceives a local part of the environment, collaborative inference across multiple devices is often needed to predict global properties of the environment. In safety-critical applications,…

Machine Learning · Computer Science 2025-04-29 Surojit Ganguli , Zeyu Zhou , Christopher G. Brinton , David I. Inouye

The gradual crowding out of singleton and small team science by large team endeavors is challenging key features of research culture. It is therefore important for the future of scientific practice to reflect upon the individual scientist's…

Physics and Society · Physics 2014-11-26 Alexander M. Petersen , Ioannis Pavlidis , Ioanna Semendeferi