Nature

Improving students’ programming performance: an integrated mind mapping and generative AI chatbot learning approach

With the development of the times, programming education has become increasingly important for individual development. However, for programming beginners such as primary and secondary school students, ...
Nature

Predicting students’ performance in e-learning using learning process and behaviour data

E-learning is achieved by the deep integration of modern education and information technology, and plays an important role in promoting educational equity. With the continuous expansion of user groups ...