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