The Pedagogical Value of Papers: a Collaborative-Filtering based Paper Recommender.
Tiffany Ya TangGordon I. McCallaPublished in: J. Digit. Inf. (2009)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- special issue
- learning environment
- e learning
- user preferences
- recommendation systems
- making recommendations
- learning objects
- user ratings
- data sparsity
- special section
- invited talk
- transfer learning
- learning analytics
- user profiles
- personalized recommendation
- learning process
- collaborative learning
- learning activities
- deal with information overload
- probabilistic matrix factorization
- user based collaborative filtering
- content based filtering
- cold start
- implicit feedback
- learning design
- review process
- collaborative filtering algorithms
- pearson correlation coefficient
- recommendation algorithms
- serious games