Application of Graph Convolutional Network in the Construction of Knowledge Graph for Higher Mathematics Teaching
Ruixue Yuan,
Hongming Li,
Zhenyu Sun
et al.
Abstract: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) of higher mathematics. Then, the graph convolutional network (GCN) and attention mechanism are introduced, and the relationship extraction model based on attention-guided GCN and the text classification model based… Show more
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