Unsupervised Deep Collaborative Filtering Recommender System for E-Learning Platforms.
Jamal MawaneAbdelwahab NajiMohamed RamdaniPublished in: SADASC (2020)
Keyphrases
- recommender systems
- collaborative filtering
- matrix factorization
- topic modeling
- deep architectures
- unsupervised learning
- data sparsity
- user preferences
- cold start problem
- cold start
- semi supervised
- recommendation systems
- implicit feedback
- online dating
- hybrid recommendation
- unsupervised manner
- personalized recommendation
- information filtering
- supervised learning
- data driven
- recommendation quality
- recommendation algorithms
- supervised classification
- deep learning
- information overload
- content based filtering
- active user
- user item rating
- deal with information overload
- making recommendations
- user profiles
- music recommendation
- product recommendation
- transfer learning
- user model
- machine learning