Knowledge-based recommendation: a review of ontology-based recommender systems for e-learning.
John K. TarusZhendong NiuGhulam MustafaPublished in: Artif. Intell. Rev. (2018)
Keyphrases
- recommender systems
- e learning
- collaborative filtering
- rating prediction
- user preferences
- information filtering
- learning objects
- recommendation algorithms
- cold start problem
- trust aware
- personalized recommendation
- information overload
- recommendation quality
- user modelling
- compound critiques
- higher education
- matrix factorization
- recommendation systems
- learning experience
- learning management systems
- learning environment
- learning resources
- domain specific
- data sparsity
- cold start
- movie recommendation
- user profiles
- online dating
- learning process
- product recommendation
- knowledge management
- learning materials
- distance learning
- user interests
- collaborative recommender systems
- collaborative filtering recommender systems
- personal preferences
- active user
- web personalization
- user profiling
- implicit feedback
- user modeling
- learning content
- metadata