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Download full textTato, Ange; Nkambou, Roger; Dufresne, Aude; Beauchamp, Miriam H. – International Educational Data Mining Society, 2017
We propose a model that employs convolutional neural networks (CNN) to evaluate sociomoral reasoning maturity, a key social ability, necessary for adaptive social functioning. Our model is used in a serious game to evaluate learners. It uses pre-annotated textual data (verbatims) and a coding scheme (SoMoral) applied by experts in psychology.…
Descriptors: Models, Artificial Intelligence, Thinking Skills, Semantics
