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Understanding teachers' perspectives on AI in Education (AIEd) is crucial for its effective integration into the educational framework. This paper aims to explore how teachers currently use AI and how it can enhance the educational process.…

计算机与社会 · 计算机科学 2024-08-29 Evangelia Daskalaki , Katerina Psaroudaki , Paraskevi Fragopoulou

This study explores how virtual environments and artificial intelligence can enhance university students' learning experiences, with particular attention to the digital preferences of Generation Z. An experiment was conducted at the Faculty…

计算机与社会 · 计算机科学 2025-09-03 Adel Vehrer , Zsolt Palfalusi

Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play out in real world deployment such as in education, finance,…

Conceptual and simulation models can function as useful pedagogical tools, however it is important to categorize different outcomes when evaluating them in order to more meaningfully interpret results. VERA is a ecology-based conceptual…

人工智能 · 计算机科学 2026-05-05 John Kos , Kenneth Eaton , Sareen Zhang , Rahul Dass , Stephen Buckley , Sungeun An , Ashok Goel

Virtual Reality (VR) and Augmented Reality (AR) are emerging as transformative tools in education, offering new possibilities for engagement and immersion. This paper explores their potential in language learning within public education,…

AI's integration into education promises to equip teachers with data-driven insights and intervene in student learning. Despite the intended advancements, there is a lack of understanding of interactions and emerging dynamics in classrooms…

计算机与社会 · 计算机科学 2024-12-20 Bingyi Han , Simon Coghlan , George Buchanan , Dana McKay

The rise of AI, especially Large Language Models, presents challenges and opportunities to integrate such technology into the classroom. AI has the potential to revolutionize education by helping teaching staff with various tasks, such as…

人机交互 · 计算机科学 2025-07-01 Jarne Thys , Sebe Vanbrabant , Davy Vanacken , Gustavo Rovelo Ruiz

Supporting equitable instruction is an important issue for teachers attending diverse STEM classrooms. Visual learning analytics along with effective student survey measures can support providing on time feedback to teachers in making…

人机交互 · 计算机科学 2024-01-17 Ali Raza , William R. Penuel , Tamara Sumner

Immersive learning environments such as virtual classrooms in Virtual Reality (VR) offer learners unique learning experiences, yet providing effective learner support remains a challenge. While prior HCI research has explored in-lecture…

人机交互 · 计算机科学 2026-03-06 Shi Liu , Martin Feick , Linus Bierhoff , Alexander Maedche

Active Learning (AL) methods seek to improve classifier performance when labels are expensive or scarce. We consider two central questions: Where does AL work? How much does it help? To address these questions, a comprehensive experimental…

机器学习 · 统计学 2014-08-07 Lewis Evans , Niall M. Adams , Christoforos Anagnostopoulos

Observation of classroom interactions can provide concrete feedback to teachers, but current methods rely on manual annotation, which is resource-intensive and hard to scale. This work explores AI-driven analysis of classroom recordings,…

This shared task has aimed to assess pedagogical abilities of AI tutors powered by large language models (LLMs), focusing on evaluating the quality of tutor responses aimed at student's mistake remediation within educational dialogues. The…

计算机与社会 · 计算机科学 2025-07-16 Ekaterina Kochmar , Kaushal Kumar Maurya , Kseniia Petukhova , KV Aditya Srivatsa , Anaïs Tack , Justin Vasselli

Integration of artificial intelligent (AI) agents in higher education is transforming teaching, learning and administrative processes. Although existing AI agents effectively support individual tasks, their implementation remains fragmented…

Collaboration is a cornerstone of 21st-century learning, yet teachers continue to face challenges in supporting productive peer interaction. Emerging generative AI tools offer new possibilities for scaffolding collaboration, but their role…

Given a physics scenario, different problem types presenting that scenario in various ways can emphasize different instructional goals. In this investigation, we examined the views of physics graduate teaching assistants (TAs) about the…

物理教育 · 物理学 2019-07-02 Melanie Good , Emily Marshman , Edit Yerushalmi , Chandralekha Singh

We report a framework that enables the wide adoption of authentic research educational methodology at various schools by addressing common barriers. The guiding principles we present were applied to implement a program in which teams of…

This study examines the integration of generative AI in schools, assessing its benefits and risks. As AI use by students grows, it's crucial to understand its impact on learning and teaching practices. Generative AI, like ChatGPT, can…

计算机与社会 · 计算机科学 2024-12-18 Eyvind Elstad

The widespread adoption of Artificial Intelligence (AI) in K-12 education highlights the need for psychometrically-tested measures of teachers' AI literacy. Existing work has primarily relied on either self-report (SR) or objective-based…

计算机与社会 · 计算机科学 2026-01-13 Shan Zhang , Ruiwei Xiao , Anthony F. Botelho , Guanze Liao , Thomas K. F. Chiu , John Stamper , Kenneth R. Koedinger

This study explores the perceptions, challenges, and opportunities associated with using Virtual Reality (VR) as a tool in teacher education among pre-service teachers in a resource-limited setting. Utilizing a qualitative case study…

计算机与社会 · 计算机科学 2024-11-19 Matthew Nyaaba , Bismark Nyaaba Akanzire , Macharious Nabang

Assessment literacy (AL) is essential for personalized education, yet difficult to cultivate in pre-service teachers. Conventional teacher preparation programs focus on theoretical knowledge, while digital assessment tools commonly provide…

人机交互 · 计算机科学 2026-03-09 Yuang Wei , Fei Wang , Yifan Zhang , Brian Y. Lim , Bo Jiang