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Automated Personalized Feedback Improves Learning Gains in An Intelligent Tutoring System

We investigate how automated, data-driven, personalized feedback in a large-scale intelligent tutoring system (ITS) improves student learning outcomes. We propose a machine learning approach to generate personalized feedback, which takes individual needs of students into account. We utilize state-of...

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Detalles Bibliográficos
Autores principales: Kochmar, Ekaterina, Vu, Dung Do, Belfer, Robert, Gupta, Varun, Serban, Iulian Vlad, Pineau, Joelle
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7334734/
http://dx.doi.org/10.1007/978-3-030-52240-7_26