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Hu, Yuanyuan; Donald, Claire; Giacaman, Nasser – International Review of Research in Open and Distributed Learning, 2022
As large-scale, sophisticated open and distance learning environments expand in higher education globally, so does the need to support learning at scale in real time. Valid, reliable rubrics of critical discourse are an essential foundation for developing artificial intelligence tools that automatically analyse learning in educator-student…
Descriptors: Validity, Scoring Rubrics, Automation, Classification
Andre, Maverick; Mello, Rafael Ferreira; Nascimento, Andre; Lins, Rafael Dueire; Gasevic, Dragan – IEEE Transactions on Learning Technologies, 2021
Social presence is an essential construct of the well-known Community of Inquiry (CoI) model, which is created to support design, facilitation, and analysis of asynchronous online discussions. Social presence focuses on the extent to which participants of online discussions can see each other as "real persons" in computer-mediated…
Descriptors: Communities of Practice, Interpersonal Relationship, Computer Mediated Communication, Asynchronous Communication
Ahmad, Mubarik; Junus, Kasiyah; Santoso, Harry Budi – Education and Information Technologies, 2022
In recent years, the use of asynchronous discussion forums in online learning has increased rapidly. In earlier studies, content analysis is the most-used research method in exploring the discussion transcripts. However, conventional content analysis is a time-consuming task and requires experienced coders. There is a need for an automated…
Descriptors: Asynchronous Communication, Computer Mediated Communication, Content Analysis, Automation
Hangyan Yu; Jie Hu – Interactive Learning Environments, 2023
In the digital era, traditional communication has undergone a drastic transformation into computer-mediated communication (CMC), which can be classified into synchronous CMC (SCMC) and asynchronous CMC (ASCMC). This study compared the effects of extracurricular CMC among students about schoolwork on students' digital reading achievement between…
Descriptors: Reading Achievement, Synchronous Communication, Asynchronous Communication, Computer Mediated Communication