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Profiling temporal learning interests with time-aware transformers and knowledge graph for online course recommendation

Profiling users’ temporal learning interests is key to online course recommendation. Previous studies mainly profile users’ learning interests by aggregating their historical behaviors with simple fusing strategies, which fails to capture their temporal interest patterns underlying the sequential us...

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Detalles Bibliográficos
Autores principales: Zhou, Jilei, Jiang, Guanran, Du, Wei, Han, Cong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8891746/
http://dx.doi.org/10.1007/s10660-022-09541-z