DeepHCF: A Deep Learning Based Hybrid Collaborative Filtering Approach for Recommendation Systems.
Meshal AlfarhoodJianlin ChengPublished in: ICMLA (2018)
Keyphrases
- recommendation systems
- deep learning
- collaborative filtering
- recommender systems
- recommendation quality
- unsupervised learning
- machine learning
- unsupervised feature learning
- matrix factorization
- collaborative filtering recommendation algorithm
- user preferences
- recommendation algorithms
- mental models
- personalized recommendation
- data sparsity
- weakly supervised
- web search
- social recommendation
- collaborative filtering recommendation
- learning to rank
- learning strategies
- cold start
- training data
- learning algorithm