Toward Automatic Classification of Online Discussion Messages for Social Presence

IEEE Transactions on Learning Technologies(2021)

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摘要
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 communication. In the CoI model, social presence is looked at throu...
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关键词
Random forests,Feature extraction,Computational modeling,Bit error rate,Linguistics,Encoding,Decision trees
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