Knowledge Concept Recommendation Model for MOOCs with Local Sub-graph Embedding

• Published in: 2022 International Conference on Automation, Robotics and Computer Engineering (ICARCE) pp. 1 - 8
• Main Authors: Ju, ChengCheng, Zhu, Yi, Wang, ChenYu
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.12.2022
• Subjects: graph convolution; graph neural networks; massive open online courses; matrix factorization; meta-path-based subgraphs; personalized course recommendations

Massive open online courses (MOOCs) play a crucial role in modern education by providing users with largescale open online learning platforms. Substantial research has been conducted to reduce user learning blindness and improve user experience, particularly in personalized course recommendations ba...