Social Collaborative Filtering Approach for Recommending Courses in an E-learning Platform.
Youness MadaniMohammed ErritaliJamaa BengourramFrançoise SailhanPublished in: ANT/EDI40 (2019)
Keyphrases
- collaborative filtering
- e learning
- recommender systems
- learning objects
- higher education
- matrix factorization
- learning management systems
- life long
- distance education
- learning experience
- personalized recommendation
- knowledge sharing
- learning in higher education
- learning technologies
- data sparsity
- content based filtering
- social networks
- social interaction
- pervasive learning
- online learning
- blended learning
- learning resources
- distance learning
- social media
- learning process
- information filtering
- recommendation systems
- user preferences
- user ratings
- learning environment
- personalized learning
- content management
- educational activities
- learning materials
- reusable learning objects
- user profiles
- learning activities
- educational process
- zone of proximal development
- social learning
- social networking
- mobile learning
- knowledge management
- learning objectives
- recommendation algorithms
- social software
- life long learning
- recommendation quality
- instructional design
- information overload