Approach for Eliciting Learners' Preferences in Moocs Through Collaborative Filtering.
Khadija NajiAbdelali IbrizPublished in: Int. J. Emerg. Technol. Learn. (2022)
Keyphrases
- collaborative filtering
- user preferences
- making recommendations
- recommender systems
- multi attribute
- formal education
- learning preferences
- learning experience
- matrix factorization
- learning styles
- learning environment
- user similarity
- learning process
- learning activities
- learning systems
- learning materials
- learning processes
- demographic information
- e learning
- data sparsity
- user ratings
- online learning
- collaborative learning
- learning strategies
- user profiles
- transfer learning
- user specific
- decision making
- preference model
- learning outcomes
- recommendation algorithms
- recommendation systems
- learning analytics
- web page recommendation
- social learning
- online course
- learning community
- ubiquitous learning
- learning content
- deal with information overload
- active learning
- probabilistic matrix factorization
- learning scenarios
- content based filtering
- requirements analysis
- secondary school
- personalized recommendation
- teaching materials
- utility function
- language learning