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Using the National Academies report, {\em Data Science for Undergraduates: Opportunities and Options}, we connect data science curricula to the more familiar pedagogy used by many mathematical scientists. We use their list of ``data acumen"…

其他统计学 · 统计学 2025-06-13 Johanna Hardin

Introducing computational thinking in primary school curricula implies that teachers have to prepare appropriate lesson material. Typically this includes creating programming tasks, which may overwhelm primary school teachers with lacking…

计算机与社会 · 计算机科学 2023-06-27 Luisa Greifenstein , Ute Heuer , Gordon Fraser

This study introduces an integrated curriculum designed to empower underrepresented students by combining environmental literacy, data literacy, and computer science. The framework promotes environmental awareness, data literacy, and civic…

计算机与社会 · 计算机科学 2023-10-27 Clare Baek , Dana Saito-Stehberger , Sharin Jacob , Adam Nam , Mark Warschauer

Mathematical language is a cornerstone of a child's mathematical development, and children can effectively acquire this language through storytelling with a knowledgeable and engaging partner. In this study, we leverage the recent advances…

人机交互 · 计算机科学 2024-02-28 Chao Zhang , Xuechen Liu , Katherine Ziska , Soobin Jeon , Chi-Lin Yu , Ying Xu

The article deals with the problem of intellectual development of students in learning of physics by means of computer simulation. The main objectives of teaching computer simulation in learning of physics is the general outlook…

物理教育 · 物理学 2018-12-04 Yu. V. Yechkalo

This article reports on a study investigating how computational essays can be used to redistribute epistemic agency--cognitive control and responsibility over one's own learning--to students in higher education STEM. Computational essays…

物理教育 · 物理学 2021-08-31 Tor Ole B. Odden , Devin Silvia , Anders Malthe-Sørenssen

Agent-based modeling (ABM) is a well-established paradigm for simulating complex systems via interactions between constituent entities. Machine learning (ML) refers to approaches whereby statistical algorithms 'learn' from data on their…

定量方法 · 定量生物学 2022-11-10 Nikita Sivakumar , Cameron Mura , Shayn M. Peirce

During the last decade we have witnessed an impressive development in so-called interpreted languages and computational environments such as Maple, Mathematica, IDL, Matlab etc. Problems which until recently were typically solved on…

物理教育 · 物理学 2007-05-23 Arnt Inge Vistnes , M. Hjorth-Jensen

We introduce a newly designed undergraduate-level interdisciplinary course in scientific computing that aims to prepare students as the next generation of research-oriented computational scientists and engineers. The course offers students…

物理教育 · 物理学 2022-04-05 Tulin Kaman , Rouben Rostamian , Shannon W. Dingman

Agentic systems, in which diverse agents cooperate to tackle challenging problems, are exploding in popularity in the AI community. However, existing agentic frameworks take a relatively narrow view of agents, apply a centralized model, and…

多智能体系统 · 计算机科学 2026-01-30 Alok Kamatar , J. Gregory Pauloski , Yadu Babuji , Ryan Chard , Mansi Sakarvadia , Daniel Babnigg , Kyle Chard , Ian Foster

With the advent of commercially available Mixed-Reality(MR)-headsets in recent years MR-assisted learning started to play a vital role in educational research, especially related to STEM (science, technology, engineering and mathematics)…

物理教育 · 物理学 2021-09-08 Dörte Sonntag , Oliver Bodensiek

Agent-based models (ABMs) and video games, including those taking advantage of virtual reality (VR), have undergone a remarkable parallel evolution, achieving impressive levels of complexity and sophistication. This paper argues that while…

Digital agents are considered a general-purpose technology. They spread quickly in private and organizational contexts, including education. Yet, research lacks a conceptual framing to describe interaction with such agents in a holistic…

人机交互 · 计算机科学 2024-08-09 Mateusz Dolata , Dzmitry Katsiuba , Natalie Wellnhammer , Gerhard Schwabe

The Unified Modeling Language (UML) is commonly used in introductory Computer Science to teach basic object-oriented design. However, there appears to be a lack of suitable software to support this task. Many of the available programs that…

人机交互 · 计算机科学 2007-05-23 Scott Turner , Manuel A. Perez-Quinones , Stephen H. Edwards

This paper examines the integration of STEAM (Science, Technology, Engineering, Arts, and Mathematics) into education, emphasizing the inclusion of the Arts to foster creativity alongside traditional STEM skills. STEAM encourages…

物理教育 · 物理学 2024-08-29 Iván Sánchez Milara , Marta Cortés Orduña

This article discusses how to create an interactive virtual training program at the intersection of neuroscience, robotics, and computer science for high school students. A four-day microseminar, titled Swarming Powered by Neuroscience…

The unprecedented growth in the availability of data of all types and qualities and the emergence of the field of data science has provided an impetus to finally realizing the implementation of the full breadth of the Nolan and Temple Lang…

计算机与社会 · 计算机科学 2020-10-15 Wesley Burr , Fanny Chevalier , Christopher Collins , Alison L Gibbs , Raymond Ng , Chris Wild

As educational technology evolves, the potential of Pedagogical Agents (PAs) in supporting education is extensively explored. Typically, research on PAs has primarily focused on computer-based learning environments, but their use in…

人机交互 · 计算机科学 2024-10-24 Aimilios Hadjiliasi , Louis Nisiotis , Irene Polycarpou

We review computational and robotics models of early language learning and development. We first explain why and how these models are used to understand better how children learn language. We argue that they provide concrete theories of…

计算与语言 · 计算机科学 2019-03-26 Pierre-Yves Oudeyer , George Kachergis , William Schueller

Large language models (LLMs) are widely used for tutoring, feedback generation, and content creation, but their broad pretraining makes them hard to constrain and poor substitutes for controllable learners. Educational systems often require…

计算与语言 · 计算机科学 2026-05-11 Hyeongdon Moon , Carolyn Rosé , John Stamper