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Lee, Jeonghyun; Soleimani, Farahnaz; Irish, India; Hosmer, John, IV; Soylu, Meryem Yilmaz; Finkelberg, Roy; Chatterjee, Saurabh – Online Learning, 2022
In this study, we work towards a strategy to measure and enhance the quality of interactions in discussion forums at scale. We present a machine learning (ML) model which identifies the phase of cognitive presence exhibited by a student's post and suggest future applications of such a model to help online students develop higher-order thinking. We…
Descriptors: Online Courses, Models, Thinking Skills, Computer Mediated Communication
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McCarron, Graziella Pagliarulo; Olesova, Larisa; Calkins, Brianna – Online Learning, 2021
Previous studies have contextualized student-led, asynchronous online discussions as collaborative learning experiences that positively impact students' learning and foster higher order cognitive skills. From a leadership education perspective, student-led discussions have come to the fore as a helpful resource for deepening learning because of…
Descriptors: Teaching Methods, Asynchronous Communication, Cooperative Learning, Discussion Groups