Personalised recommendation method of online ideological and political education resources in colleges and universities based on spectral clustering.
Xixi ZhangPublished in: Int. J. Bus. Intell. Data Min. (2024)
Keyphrases
- spectral clustering
- higher education
- online learning
- distance learning
- educational institutions
- distance education
- e learning
- mobile learning
- data clustering
- faculty members
- clustering method
- hong kong
- k means
- pairwise
- higher education institutions
- affinity matrix
- clustering algorithm
- educational resources
- spectral methods
- graph laplacian
- constrained spectral clustering
- eigendecomposition
- online collaborative
- graph partitioning
- evolutionary clustering
- image segmentation
- remote laboratories
- alternative clusterings
- label propagation
- virtual classroom
- recommender systems
- constrained clustering
- co occurrence