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Research on the Relationship between Teacher Support and Learning Engagement in Chinese High School Information Technology Courses: Mediation Effect Analysis Based on Computer Self-Efficacy
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Liu, Bing; Xu, Liping; Luo, Xiaobing; Lu, Shui-lin – International Journal of Information and Communication Technology Education, 2023
Exploring the relationship between teacher support and students' learning engagement in high school information technology courses can help improve students' learning ability. The researchers took 246 high school students from a city in China as the research subjects and used structural equation modeling to explore the relationship between teacher…
Descriptors: Foreign Countries, High School Students, Information Technology, Self Efficacy
A Machine Learning Enabled Affective E-Learning System Model
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Liu, Xinyang; Ardakani, Saeid Pourroostaei – Education and Information Technologies, 2022
The purpose of this study is to propose an e-learning system model for learning content personalisation based on students' emotions. The proposed system collects learners' brainwaves using a portable Electroencephalogram and processes them via a supervised machine learning algorithm, named K-nearest neighbours (KNN), to recognise real-time…
Descriptors: Foreign Countries, Undergraduate Students, Electronic Learning, Artificial Intelligence