A learning behavior classification model based on classroom meta-action sequences

Abstract The individual adaptive behavioral interpretation of students’ learning behaviors is a vital link for instructional process interventions. Accurately recognizing learning behaviors and conducting a complete judgment of classroom meta-action sequences are essential for the individual adaptiv...

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Bibliographic Details
Main Authors: Zhaoyu Shou, Xiaohu Yuan, Dongxu Li, Jianwen Mo, Huibing Zhang, Hua Yuan, Ziyong Wu
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06901-1
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