Career Goal-based E-Learning Recommendation Using Enhanced Collaborative Filtering and PrefixSpan.
Xueying MaLu YePublished in: Int. J. Mob. Blended Learn. (2018)
Keyphrases
- collaborative filtering
- e learning
- recommender systems
- data sparsity
- matrix factorization
- recommendation systems
- personalized recommendation
- user preferences
- user profiles
- recommendation algorithms
- information systems
- recommendation quality
- deal with information overload
- web page recommendation
- cold start problem
- making recommendations
- item recommendation
- online dating
- sequential patterns
- collaborative filtering recommendation
- information filtering
- sequential pattern mining
- learning experience
- information technology
- latent factor models
- cold start
- product recommendation
- data mining
- learning resources
- learning environment
- learning activities
- higher education
- transfer learning
- learning objects
- content based filtering
- collaborative filtering algorithms
- knowledge management
- user ratings
- user feedback
- pearson correlation coefficient
- item based collaborative filtering
- user model
- learning materials