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Data-driven unsupervised clustering of online learner behaviour

The widespread adoption of online courses opens opportunities for analysing learner behaviour and optimising web-based learning adapted to observed usage. Here, we introduce a mathematical framework for the analysis of time-series of online learner engagement, which allows the identification of clus...

Deskribapen osoa

Gorde:
Xehetasun bibliografikoak
Argitaratua izan da:NPJ Sci Learn
Egile Nagusiak: Peach, Robert L., Yaliraki, Sophia N., Lefevre, David, Barahona, Mauricio
Formatua: Artigo
Hizkuntza:Inglês
Argitaratua: Nature Publishing Group UK 2019
Gaiak:
Sarrera elektronikoa:https://ncbi.nlm.nih.gov/pmc/articles/PMC6722089/
https://ncbi.nlm.nih.gov/pubmed/31508242
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/s41539-019-0054-0
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