Recommendation system for E-learners: model-based collaborative filtering approach.
Fatouchi Fatima ZahraeEs-Saadia AoulaYoussfi MohamedPublished in: ISIVC (2024)
Keyphrases
- collaborative filtering
- recommender systems
- recommendation systems
- interval estimation
- matrix factorization
- personalized recommendation
- user preferences
- learning environment
- data sparsity
- learning process
- collaborative learning
- learning systems
- learning experience
- e learning
- learning strategies
- learning styles
- learning scenarios
- learning processes
- learning community
- information filtering
- lifelong learning
- foreign language
- collaborative filtering algorithms
- concept mapping
- language learning
- learning materials
- transfer learning
- learning outcomes
- native speakers
- product recommendation
- cold start problem
- knowledge construction
- social learning
- undergraduate students