Modelling Student Learning and Forgetting for Optimally Scheduling Skill Review
| Autor: | Choffin, Benoît, Popineau, Fabrice, Bourda, Yolaine |
|---|---|
| Přispěvatelé: | Données et Connaissances Massives et Hétérogènes (LRI) (LaHDAK - LRI), Laboratoire de Recherche en Informatique (LRI), CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), CentraleSupélec-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS), Caisse des Dépôts et Consignations, e-Fran program, Choffin, Benoît |
| Jazyk: | angličtina |
| Rok vydání: | 2020 |
| Předmět: |
[INFO.INFO-AI] Computer Science [cs]/Artificial Intelligence [cs.AI]
learning analytics [STAT.AP]Statistics [stat]/Applications [stat.AP] [STAT.AP] Statistics [stat]/Applications [stat.AP] [INFO.EIAH] Computer Science [cs]/Technology for Human Learning [STAT.ML]Statistics [stat]/Machine Learning [stat.ML] ComputingMilieux_COMPUTERSANDEDUCATION artificial intelligence in education [INFO.EIAH]Computer Science [cs]/Technology for Human Learning [STAT.OT]Statistics [stat]/Other Statistics [stat.ML] [STAT.OT] Statistics [stat]/Other Statistics [stat.ML] [STAT.ML] Statistics [stat]/Machine Learning [stat.ML] [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] |
| Zdroj: | ERCIM News ERCIM News, ERCIM, 2020, Educational Technology, 2020 (120), pp.12-13 |
| ISSN: | 0926-4981 |
| Popis: | International audience; Current adaptive and personalised spacing algorithms can help improve students’ long-term memory retention for simple pieces of knowledge, such as vocabulary in a foreign language. In real-world educational settings, however, students often need to apply a set of underlying and abstract skills for a long period. At the French Laboratoire de Recherche en Informatique (LRI), we developed a new student learning and forgetting statistical model to build an adaptive and personalised skill practice scheduler for human learners. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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