Personalised recommendation of educational resources based on collaborative filtering.
Yi SongPublished in: Int. J. Bus. Intell. Data Min. (2024)
Keyphrases
- educational resources
- collaborative filtering
- recommender systems
- user preferences
- learning resources
- learning objects
- e learning
- digital libraries
- science education
- recommendation systems
- matrix factorization
- educational content
- information filtering
- ieee lom
- personalized recommendation
- learning object repositories
- metadata
- cold start
- data sparsity
- online dating
- open educational resources
- latent factor models
- recommendation quality
- recommendation algorithms
- collaborative filtering algorithms
- metadata elements
- cold start problem
- user feedback
- product recommendation
- learning object metadata
- item recommendation
- social tagging
- information overload
- educational material
- collaborative authoring
- collaborative filtering recommendation
- user interests
- user ratings
- user profiles
- mobile learning
- learning technologies
- content based filtering
- learning styles
- data mining
- user modeling
- learning management systems
- hybrid recommendation