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Combining Dialog Acts and Skill Modeling: What Chat Interactions Enhance Learning Rates During AI-Supported Peer Tutoring?
Peer tutoring can improve learning by prompting learners to reflect. To assess whether peer
interactions are conducive to learning and provide peer tutoring support accordingly, what …
interactions are conducive to learning and provide peer tutoring support accordingly, what …
Identification of different patterns in solving collaborative jigsaw puzzle tasks using hidden Markov models
Q Xu, Z Ge, M Zhu, Z Dou, J Wang - Proceedings of the 17th …, 2024 - repository.isls.org
To assess learner's collaborative problem-solving (CPS) skills, it is necessary to identify their
behavior patterns in completing collaborative tasks. These patterns are concealed within the …
behavior patterns in completing collaborative tasks. These patterns are concealed within the …
[PDF][PDF] Building Learner Activity Models From Log Data Using Sequence Map** and Hidden Markov Models
Open-ended learning environments (OELEs) involve high learner agency in defining
learning goals and multiple pathways to achieve those goals. These tasks involve learners …
learning goals and multiple pathways to achieve those goals. These tasks involve learners …
Predicting and Analyzing Students' Higher-Order Questions in Collaborative Problem-Solving
Question-asking is a crucial learning and teaching approach. It reveals different levels of
students' understanding, application, and potential misconceptions. Previous studies have …
students' understanding, application, and potential misconceptions. Previous studies have …