Application of Graph Convolutional Network in the Construction of Knowledge Graph for Higher Mathematics Teaching

• Published in: Sensors and materials Vol. 35; no. 12; p. 4269
• Main Authors: Yuan, Ruixue, Li, Hongming, Sun, Zhenyu, Zhang, Huiwen
• Format: Journal Article
• Language: English
• Published: Tokyo MYU Scientific Publishing Division 01.01.2023
• Subjects: Addition & subtraction; Artificial neural networks; Classification; Data collection; Graph neural networks; Knowledge representation; Mathematical analysis; Mathematics; Text categorization
• ISSN: 0914-4935; 2435-0869
• DOI: 10.18494/SAM4340

In this study, we first perform data preprocessing using higher mathematics textbooks and network resources to complete the construction of the dataset extracted from the knowledge of this mathematical discipline in order to study the application of a graph neural network in the knowledge graph (KG)...