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Your Body Tells How You Engage in Collaboration: Machine-Detected Body Movements as Indicators of Engagement in Collaborative Math Knowledge Building
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Hanall Sung; Mitchell J. Nathan – British Journal of Educational Technology, 2024
Collaborative learning, driven by knowledge co-construction and meaning negotiation, is a pivotal aspect of educational contexts. While gesture's importance in conveying shared meaning is recognized, its role in collaborative group settings remains understudied. This gap hinders accurate and equitable assessment and instruction, particularly for…
Descriptors: Cooperative Learning, Motion, Human Body, Learning Analytics
Collaborative Learning Analytics: Centring the Ethical Implications around Teacher and Student Empowerment. A Systematic Review
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Montse Guitert Catasús; Teresa Romeu Fontanillas; Juliana E. Raffaghelli; Juan Pedro Cerro Martínez – Journal of Learning Analytics, 2025
This article systematically reviews the role of learning analytics (LA) in collaborative learning, particularly exploring how it can empower both teachers and students. Based on the analysis of 87 articles, selected by adopting the PRISMA workflow, the study discusses the intersection of LA with collaborative learning (CL), emphasizing the…
Descriptors: Learning Analytics, Teacher Empowerment, Student Empowerment, Cooperative Learning
Applying Multimodal Learning Analytics to Examine the Immediate and Delayed Effects of Instructor Scaffoldings on Small Groups' Collaborative Programming
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Ouyang, Fan; Dai, Xinyu; Chen, Si – International Journal of STEM Education, 2022
Background: Instructor scaffolding is proved to be an effective means to improve collaborative learning quality, but empirical research indicates discrepancies about the effect of instructor scaffoldings on collaborative programming. Few studies have used multimodal learning analytics (MMLA) to comprehensively analyze the collaborative programming…
Descriptors: Learning Analytics, Scaffolding (Teaching Technique), Small Group Instruction, Computer Science Education
Exploring Policies for Dynamically Teaming up Students through Log Data Simulation
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Yang, Kexin Bella; Echeverria, Vanessa; Wang, Xuejian; Lawrence, LuEttaMae; Holstein, Kenneth; Rummel, Nikol; Aleven, Vincent – International Educational Data Mining Society, 2021
Constructing effective and well-balanced learning groups is important for collaborative learning. Past research explored how group formation policies affect learners' behaviors and performance. With the different classroom contexts, many group formation policies work in theory, yet their feasibility is rarely investigated in authentic class…
Descriptors: Grouping (Instructional Purposes), Cooperative Learning, Teaching Methods, Kindergarten
An Exploratory Study Regarding the Use of Blogs in a Project Management Approach in Teaching and Learning for the Case of "Students at Risk"
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Saad, Ahmad Fuad – Online Submission, 2021
There are always challenges in teaching K-12 students Science, Technology, Engineering and Mathematics which is called STEM subjects due to the scientific nature of these disciplines that require strong and higher order thinking along with the ability to connect abstract concepts and relate to them. Additionally, there is a decrease in number of…
Descriptors: STEM Education, Elementary Secondary Education, Teaching Methods, Learner Engagement
E-Learn 2019: World Conference on E-Learning. Proceedings (New Orleans, Louisiana, November 4-7, 2019)
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Carliner, Saul, Ed. – Association for the Advancement of Computing in Education, 2019
The Association for the Advancement of Computing in Education (AACE) is an international, non-profit educational organization. The Association's purpose is to advance the knowledge, theory, and quality of teaching and learning at all levels with information technology. "E-Learn 2019: World Conference on E-Learning" took place in New…
Descriptors: Conferences (Gatherings), Electronic Learning, Conference Papers, Learner Engagement
Proceedings of the International Association for Development of the Information Society (IADIS) International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA) (18th, Virtual, October 13-15, 2021)
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Sampson, Demetrios G., Ed.; Ifenthaler, Dirk, Ed.; Isaías, Pedro, Ed. – International Association for Development of the Information Society, 2021
These proceedings contain the papers of the 18th International Conference on Cognition and Exploratory Learning in the Digital Age (CELDA 2021), held virtually, due to an exceptional situation caused by the COVID-19 pandemic, from October 13-15, 2021, and organized by the International Association for Development of the Information Society…
Descriptors: Computer Simulation, Open Educational Resources, Telecommunications, Handheld Devices