A Collaborative Filtering Based Approach for Recommending Elective Courses.
Sanjog RayAnuj SharmaPublished in: CoRR (2013)
Keyphrases
- collaborative filtering
- recommender systems
- matrix factorization
- personalized recommendation
- content based filtering
- data sparsity
- higher education
- probabilistic matrix factorization
- learning objects
- recommendation systems
- machine learning
- user ratings
- information filtering
- distance education
- neighbor selection
- user interests
- online course
- transfer learning
- e learning
- collaborative filtering algorithms
- deal with information overload
- data mining
- pearson correlation coefficient
- undergraduate and graduate
- making recommendations
- computer science students
- latent factor models
- learning algorithm
- cold start
- computer science
- learning activities
- user behavior