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Ramesh Chander Sharma; Suman Kalyan Panja – Open Praxis, 2025
Generative Artificial Intelligence (GAI) introduces new opportunities for society. While some universities have adopted GAI with a more hostile stance, others have done so with a more progressive perspective. In light of this contradiction, the main query is what is causing this controversy. The ethical issues surrounding GAI and academic…
Descriptors: Artificial Intelligence, Ethics, Plagiarism, Cheating
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Paul Tschisgale; Holger Maus; Fabian Kieser; Ben Kroehs; Stefan Petersen; Peter Wulff – Physical Review Physics Education Research, 2025
Large language models (LLMs) are now widely accessible, reaching learners across all educational levels. This development has raised concerns that their use may circumvent essential learning processes and compromise the integrity of established assessment formats. In physics education, where problem solving plays a central role in both instruction…
Descriptors: Artificial Intelligence, Physics, Problem Solving, Foreign Countries
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T. Philip Nichols; Charles Logan; Antero Garcia – Learning, Media and Technology, 2025
This article examines the historical and contemporary mobilizations of 'Luddism' as a mode of resistance to technological inevitability, particularly in response to the integration of generative AI into education. Tracing three historical 'waves' of Luddism -- the original nineteenth century machine-breakers, the Neo-Luddites of the late twentieth…
Descriptors: Artificial Intelligence, Technology Uses in Education, History, Technological Advancement
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Tasaduk Musood; Birender Kaur – IAFOR Journal of Education, 2025
The Fourth Industrial Revolution, characterized by the proliferation of Artificial Intelligence (AI), is transforming the educational landscape and calls for educators who are not only digitally proficient but also cognitively adaptive. This study investigated the relationship between digital competence and attitudes toward AI among pre-service…
Descriptors: Digital Literacy, Competence, Artificial Intelligence, Metacognition
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Caleb Or – International Journal of Technology in Education and Science, 2025
The Unified Theory of Acceptance and Use of Technology (UTAUT) and its successor, UTAUT2, were widely recognised frameworks for understanding technology adoption in organisational and consumer contexts. UTAUT2 extended the original framework by introducing constructs such as hedonic motivation, price value, and habit, broadening its applicability…
Descriptors: Artificial Intelligence, Educational Technology, Adoption (Ideas), Models
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Jack Walton; Dave Cormier – Journal of Interactive Media in Education, 2025
This paper explores how Donald Schön's concept of generative metaphor can serve as a conceptual frame for problematising AI in education. Our focus is on the metaphor of AI as autotune for knowledge, as originally proposed by educator Dave Cormier. Through a close reading and exploration of the metaphor, we draw on Schön's conceptual materials to…
Descriptors: Artificial Intelligence, Technology Uses in Education, Expertise, Figurative Language
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Jasper Roe; Mike Perkins; Leon Furze – Journal of Interactive Media in Education, 2025
As educational institutions grapple with questions about increasingly complex Artificial Intelligence (AI) systems, finding effective methods for explaining these technologies and their societal implications to students remains a major challenge. This study proposes a methodological approach utilising Conceptual Metaphor Theory (CMT) and UNESCO's…
Descriptors: Figurative Language, Artificial Intelligence, Digital Literacy, Critical Literacy
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Rogers Kaliisa; Ryan Shaun Baker; Barbara Wasson; Paul Prinsloo – Journal of Learning Analytics, 2025
This article investigates the state of AI regulations from diverse geopolitical contexts including the European Union, the United States, China, and several African nations, and their implications for learning analytics (LA) and AI research. We used a comparative analysis approach of 11 AI regulatory documents and applied the OECD framework to…
Descriptors: Artificial Intelligence, Learning Analytics, Foreign Countries, Federal Regulation
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Bruna Damiana Heinsfeld; George Veletsianos – Journal of Interactive Media in Education, 2025
This paper examines how UNESCO's "Guidance for Generative AI in Education and Research" uses personification metaphors to describe artificial intelligence and how these linguistic choices shape public understanding of AI's educational role. Through critical discourse analysis, we identify personification metaphors that attribute human…
Descriptors: Artificial Intelligence, Figurative Language, International Organizations, Language Usage
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Alex Barrett; Fengfeng Ke; Nuodi Zhang; Chih-Pu Dai; Saptarshi Bhowmik; Xin Yuan; Sherry Southerland – Journal of Technology and Teacher Education, 2025
This case study reports on the perceptions and dialogic behaviors of 15 preservice K-12 teachers engaging in simulation-based teaching practice with AI-powered student agents. Data included transcripts of text-based classroom dialogue, interviews, observations, and conversation logs. Using mixed-methods analyses and a framework of ambitious…
Descriptors: Preservice Teachers, Artificial Intelligence, Computer Simulation, Dialogs (Language)
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Kaige Ni; Hai Min Dai; Chris Brown – British Journal of Educational Technology, 2025
To explore the role of parents in secondary school students' persistence in human-AI hybrid learning, this mixed-method study proposes a model that integrates active and restrictive parental mediation into an established baseline model from prior research. Using structural equation modelling to analyse data from 302 students, the proposed model…
Descriptors: Secondary School Students, Artificial Intelligence, Blended Learning, Parent Student Relationship
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Francesco Contel; Annalisa Cusi – Digital Experiences in Mathematics Education, 2025
We present the results of a study investigating the potential role of the generative AI GPT-4 in scaffolding students' metacognitive activities during problem-solving. The theoretical framework according to which students' interactions with GPT-4 are analysed is based on three main components: the notion of utilisation scheme within the frame of…
Descriptors: Artificial Intelligence, Metacognition, Problem Solving, Technology Uses in Education
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Zhou, Todd; Jiao, Hong – Educational and Psychological Measurement, 2023
Cheating detection in large-scale assessment received considerable attention in the extant literature. However, none of the previous studies in this line of research investigated the stacking ensemble machine learning algorithm for cheating detection. Furthermore, no study addressed the issue of class imbalance using resampling. This study…
Descriptors: Cheating, Measurement, Artificial Intelligence, Algorithms
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Yi Zheng; Steven Nydick; Sijia Huang; Susu Zhang – Educational Measurement: Issues and Practice, 2024
The recent surge of machine learning (ML) has impacted many disciplines, including educational and psychological measurement (hereafter shortened as "measurement"). The measurement literature has seen rapid growth in applications of ML to solve measurement problems. However, as we emphasize in this article, it is imperative to critically…
Descriptors: Artificial Intelligence, Measurement, Measurement Equipment, Psychological Evaluation
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Lisa Ruth Brunner; Wei William Tao – Journal of International Students, 2024
Artificial intelligence (AI) and automation are newly impacting the governance of international students, a temporary resident category significant for both direct economic contributions and the formation of a "pool" of potential future immigrants in many immigrant-dependent countries. This paper focuses on tensions within Canada's…
Descriptors: Artificial Intelligence, Automation, Migration, Foreign Students
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