Automatic analysis of cognitive presence in online discussions: An approach using deep learning and explainable artificial intelligence

This paper proposes the adoption of a deep learning method to automate the categorisation of online discussion messages according to the phases of cognitive presence, a fundamental construct from the widely used Community of Inquiry (CoI) framework of online learning. We investigated not only the pe...

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Autores principales: Yuanyuan Hu, Rafael Ferreira Mello, Dragan Gašević
Formato: article
Lenguaje:EN
Publicado: Elsevier 2021
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Acceso en línea:https://doaj.org/article/5aed43eca65b4b17ad1e5f2cb13c50da
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