The application discloses a kind of education resource sequence recommendation method, device and equipment based on three-view structure
distillation and storage medium, the method includes: based on student-course interaction log, the learning sequence of
time sequence course index is constructed, three types of view
hypergraph are constructed according to semantic, path, concept structure multidimensional feature, three-view course representation matrix is generated by structure coding fusion, and the recommended
list is output by inputting education resource
recommendation model;Education resource
recommendation model generates student
state vector by the coding of
Transformer, and the total course
score is obtained by fusing three-view
branch score and predicted;The present application predicts the education resource recommendation by three-view collaborative scoring from multiple perspectives, accurately captures course representation, effectively depicts learning path high-order law, improves the accuracy, explainability and generalization ability of education resource recommendation in sparse interaction and
cold start scene.