AFEL-REC: A Recommender System for Providing Learning Resource Recommendations in Social Learning Environments.
Dominik KowaldEmanuel LacicDieter TheilerElisabeth LexPublished in: CoRR (2018)
Keyphrases
- recommender systems
- learning resources
- learning systems
- learning environment
- trust aware
- e learning
- collaborative filtering
- learning spaces
- adaptive learning
- personal preferences
- learning objects
- learning community
- recommendation systems
- recommendation algorithms
- learning content
- cold start
- information overload
- user preferences
- social networks
- learning activities
- learning process
- rating prediction
- user generated content
- metadata
- web resources
- learning technologies
- learning materials
- learning styles
- learning experience
- meaning making
- social media
- matrix factorization
- information filtering
- cold start problem
- digital resources
- personalized recommendation
- educational activities
- recommendation quality
- formal and informal learning
- databases
- movie recommendation
- web based learning systems
- database
- social interaction
- user profiles
- collaborative recommender systems
- learning outcomes
- data mining
- machine learning
- reinforcement learning
- online dating
- collaborative learning
- product recommendation
- social networking
- learning processes
- active user
- collaborative recommendation
- content based filtering
- user ratings