YourMOOC4all: A Recommender System for MOOCs Based on Collaborative Filtering Implementing UDL.
Francisco IniestoCovadonga RodrigoPublished in: EC-TEL (2019)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- user preferences
- information filtering
- cold start
- learning analytics
- data sparsity
- recommendation systems
- user ratings
- online dating
- netflix prize
- recommendation quality
- information overload
- cold start problem
- user profiles
- user feedback
- user interests
- movie recommendation
- item recommendation
- probabilistic matrix factorization
- user modeling
- efficient implementation
- user model
- rating matrix
- making recommendations
- collaborative filtering recommender systems
- deal with information overload
- implicit feedback
- neighbor selection
- collaborative filtering algorithms
- content based filtering
- product recommendation
- information retrieval
- recommendation algorithms
- transfer learning
- social networks