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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| Main Authors: | , , |
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| Format: | article |
| Language: | EN |
| Published: |
Elsevier
2021
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| Subjects: | |
| Online Access: | https://doaj.org/article/5aed43eca65b4b17ad1e5f2cb13c50da |
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