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Download full textYiqiu Zhou; Jina Kang – Journal of Learning Analytics, 2023
Collaboration is a complex, multidimensional process; however, details of how multimodal features intersect and mediate group interactions have not been fully unpacked. Characterizing and analyzing the temporal patterns based on multimodal features is a challenging yet important work to advance our understanding of computer-supported collaborative…
Descriptors: Attention Control, Cooperative Learning, Data Analysis, Computer Assisted Instruction
Direct linkZu, Tianlong; Hutson, John; Loschky, Lester C.; Rebello, N. Sanjay – Journal of Educational Psychology, 2020
In a previous study, DeLeeuw and Mayer (2008) found support for the triarchic model of cognitive load (Sweller, Van Merriënboer, & Paas, 1998, 2019) by showing that three different metrics could be used to independently measure 3 hypothesized types of cognitive load: intrinsic, extraneous, and germane. However, 2 of the 3 metrics that the…
Descriptors: Eye Movements, Cognitive Processes, Difficulty Level, Multimedia Instruction
Guo, Zhang; Barmaki, Roghayeh – Australasian Journal of Educational Technology, 2020
Automatic assessment and evaluation of team performance during collaborative tasks is key to the research on learning analytics and computer-supported cooperative work. There is growing interest in the use of gaze-oriented cues for evaluating the collaboration and cooperativeness of teams. However, collecting gaze data using eye-trackers is not…
Descriptors: Teamwork, Cooperative Learning, Comparative Analysis, Computer Assisted Instruction
