Prediction of learning outcomes via clickstream data using machine learning
This thesis addresses the identification of learning behaviors and the prediction of learning outcomes via interaction clickstream data. The challenges of analyzing these complex clickstream data include the balance between automaticity and interpretability and the effectiveness of prediction models...
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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2021
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| Online Access: | https://hdl.handle.net/10356/147631 |