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A Comparison of Real-Time User Classification Methods Using Interaction Data for Open-Ended Learning
Rohit Murali; Cristina Conati; David Poole – International Educational Data Mining Society, 2025
When tutoring students it is useful to be able to predict whether they are succeeding as early as possible. This paper compares multiple methods for predicting from sequential interaction data whether a student is on a successful path. Predicting students' future performance and intervening has shown promise in improving learner outcomes and…
Descriptors: Classification, Prediction, Markov Processes, Artificial Intelligence
Huifen Guo; Fengqi Ma; Zhen Zhou – Innovations in Education and Teaching International, 2025
The growing influence of technology has prompted numerous scholars to explore how virtual reality (VR) affects performance. This study aims to validate the technology acceptance model (TAM) for VR in collaborative learning to enhance performance. We employed a questionnaire for data collection, distributed to 423 master's students in China…
Descriptors: Computer Simulation, Cooperative Learning, Performance, Technology Uses in Education
Hajj-Hassan Mira; Rawad Chaker; Impedovo Maria; Hoyek Nady – Journal of Computing in Higher Education, 2025
In recent years, embodied learning has gained currency in the field of education, allowing interactivity between users, thus contributing to collaborative learning in the flow of embodied immersive technology. Evidence based studies conducted in this field tackled the effectiveness of this approach on students' performance and learning outcomes in…
Descriptors: Cooperative Learning, STEM Education, Higher Education, Technology Uses in Education
Pariwat Pianpailoon; Thada Jantakoon; Rukthin Laoha – Higher Education Studies, 2025
This research presents a comprehensive framework and system architecture for a virtual universe to enhance teamwork skills through collaborative learning. A systematic review of 17 research papers from 1998-2024 identifies eight essential components of virtual learning environments: virtual environment, interactive tools, communication features,…
Descriptors: Cooperative Learning, Teamwork, Educational Technology, Computer Simulation
Vincent Casamayou; Bruno Bousquet; Justin Dillmann; Nathan Salin; Jean-Paul Guillet; Lionel Canioni; Martin Hachet – Discover Education, 2025
Practical work in optics is essential to understand complex abstract phenomena. Consequently, hands-on experiments are part of most physics' curricula, despite the fact that they can be hard to set up and maintain. In this article, we present a virtual laboratory tool, called SHIRE, which allows students to carry out optical experiments from a…
Descriptors: Hands on Science, Science Experiments, Science Curriculum, Physics
Charlott Sellberg; Amit Sharma – International Journal of Computer-Supported Collaborative Learning, 2025
Collaborative learning in high-fidelity simulators is an important part of how master mariner students are preparing for their future career at sea by becoming part of a ship's bridge team. This study aims to inform the design of multimodal learning analytics to be used for providing automated feedback to master mariner students engaged in…
Descriptors: Cooperative Learning, Learning Analytics, Simulation, Ethnography
Kwiatek, Piotr; Papakonstantinidis, Stavros; Limani, Emira – Marketing Education Review, 2022
Group composition presents a compelling, significant, and timely topic for educators, given the widespread use of group assignments in today's pedagogical models. This paper adopts a Fuzzy Set Qualitative Comparative Analysis (fsQCA) as a systematic approach to investigate the conditions for high learning performance in marketing simulations. We…
Descriptors: Cognitive Style, Marketing, Undergraduate Students, Student Attitudes
Zheng Zhong; Xiaojie Zou; Shuaizhen Jin; Kunyan Li; Jingbin Huang – Education and Information Technologies, 2025
The effective implementation of Collaborative Inquiry-based Learning (CIL) activities hinges upon the learners receiving ample support and timely feedback. Without explicit guidance from educators within the interaction design, inquiry processes, and task steps, the efficacy of learning outcomes is challenging to ensure. Virtual teachers have the…
Descriptors: Cooperative Learning, Inquiry, Virtual Classrooms, Electronic Learning
Lucas Paulsen; Jacob Davidsen – International Journal of Computer-Supported Collaborative Learning, 2025
The development of immersive virtual reality (IVR) hardware and software has accelerated in recent years. The conceptual vocabulary has, however, not received the same amount of attention, especially in the context of collaborative learning settings. Existing concepts such as immersion, presence and interactivity focus predominantly on the…
Descriptors: Cooperative Learning, Computer Simulation, Simulated Environment, Learning Activities
Piia Näykki; Saara Pyykkönen; Jenni Latva-aho; Tuula Nousiainen; Emilia Ahlström; Tapio Toivanen – Journal of Computer Assisted Learning, 2024
Background: In recent years, the use of virtual reality (VR) environments for education has gained interest in research and education. However, little is known about the potential of social VR environments for collaborative learning. Objectives: This study explores pre-service teachers' (PSTs') collaborative learning and role-based drama activity,…
Descriptors: Computer Simulation, Cooperative Learning, Preservice Teachers, Drama
Alicia Palacios; Virginia Pascual; Daniel Moreno-Mediavilla – Journal of Technology and Science Education, 2024
Virtual simulations are a very useful educational resource to improve the teaching of chemistry. Their use makes it possible to facilitate the comprehension of concepts, promotes the development of scientific competences and even improves student attitudes toward chemistry. However, it is important to point out that a simulation by itself is not…
Descriptors: Computer Simulation, Chemistry, Science Instruction, Educational Technology
Hunhui Na; Saeyan Yun – Educational Technology Research and Development, 2024
Augmented Reality (AR) has been continuously adopted in K-12 settings, showing its beneficial impact. Despite numerous studies highlighting the benefit of AR that can enhance students' motivation, no meta-analysis providing an in-depth look into AR's impact on students' motivation has been conducted, particularly in K-12 settings. In this…
Descriptors: Computer Simulation, Educational Technology, Technology Uses in Education, Elementary Secondary Education
Richters, Constanze; Stadler, Matthias; Radkowitsch, Anika; Schmidmaier, Ralf; Fischer, Martin R.; Fischer, Frank – Large-scale Assessments in Education, 2023
Background: Making accurate diagnoses in teams requires complex collaborative diagnostic reasoning skills, which require extensive training. In this study, we investigated broad content-independent behavioral indicators of diagnostic accuracy and checked whether and how quickly diagnostic accuracy could be predicted from these behavioral…
Descriptors: Prediction, Clinical Diagnosis, Cooperative Learning, Simulation
Dirin, Amir; Nieminen, Marko; Laine, Teemu H.; Nieminen, Lassi; Ghalebani, Leila – Education and Information Technologies, 2023
Emotional contagion is an intriguing subject in many academic fields, and it is also relevant in collaborative learning where learners share a physical or virtual space. We aimed at exploring the possibilities of motivating, fascinating, and experiential elements of virtual reality (VR) in a collaborative learning context, with a focus on…
Descriptors: Computer Simulation, Cooperative Learning, Psychological Patterns, College Freshmen
Isaac Dunmoye; Olanrewaju Olaogun; Nathaniel Hunsu; Dominik May; Robert Baffour – IEEE Transactions on Education, 2024
Contribution: The study examines the predictive and mediating significance of social and teaching presences on cognitive presence in a Community of Inquiry (CoI) mediated by a desktop virtual reality (VR). The findings of this study have implications for how to leverage VR learning environments to support meaningful collaborative engagement.…
Descriptors: Computer Simulation, Engineering Education, Interpersonal Relationship, Cooperative Learning

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