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Yiqiu 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
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Duan, Jinju; Xie, Kui; Hawk, Nathan A.; Yu, Shengquan; Wang, Minjuan – British Journal of Educational Technology, 2019
This study adds a new perspective to the observations about connectivist interaction behavior in cMOOCs by extending the notion of network building from the perspective of individuals. We explore the possibility of building a learning network named Personal Social Knowledge Network (PSKN) to support in the monitoring of learning performance and…
Descriptors: Online Courses, Mass Instruction, Social Networks, Preservice Teachers
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Porouhan, Parham – International Journal of Web-Based Learning and Teaching Technologies, 2018
This article builds on the intersection of educational process mining and the automatic analysis of student's collaborative interaction data previously collected from a web-based multi-tabletop learning environment. The main focus of the article was to analyze and interpret the data using several process mining techniques in order to increase the…
Descriptors: Data Analysis, Cooperative Learning, Web Based Instruction, Student Participation