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Reilly, Joseph M.; Ravenell, Milan; Schneider, Bertrand – International Educational Data Mining Society, 2018
In this paper, we describe the analysis of multimodal data collected on small collaborative learning groups. In a previous study, we asked pairs (N=84) with no programming experience to program a robot to solve a series of mazes. The quality of the dyad's collaboration was evaluated, and two interventions were implemented to support collaborative…
Descriptors: Cooperative Learning, Programming, Nonverbal Communication, Motion
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Nguyen, Quan; Poquet, Oleksandra; Brooks, Christopher; Li, Warren – International Educational Data Mining Society, 2020
Network analysis in educational research has primarily relied on self-reported relationships or connections inferred from online learning environments, such as discussion forums. However, a large part of students' social connections through day-to-day on-campus encounters has remained underexplored. The paper examines spatial-temporal student…
Descriptors: Social Networks, Network Analysis, Data Analysis, Computer Networks