Using fuzzy representation in educational data mining and learning analytics.
Keywords: uncertainty, educational data mining, fuzzy set, Learning analytic
Abstract
Technique progress is driving the adoption of educational data mining and learning analytics in education research and education environment. A big challenge when implementing the methods of them is lack of effective knowledge representation and processing. In this paper, we discuss the features of education data used in education research and demonstrates the possibility of using fuzzy set and its extension as a tool to get richer information and insight from the data.
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Fecha de publicación: | 2018 |
Página de inicio: | 553 |
Página final: | 559 |
Idioma: | Inglés |
URL: | https://www.worldscientific.com/doi/abs/10.1142/9789813273238_0071 |