User Cold Start Problem in Recommendation Systems: A Systematic Review.
Hongli YuanAlexander A. HernandezPublished in: IEEE Access (2023)
Keyphrases
- recommendation systems
- cold start problem
- collaborative filtering
- recommender systems
- systematic review
- cold start
- user preferences
- personalized recommendation
- data sparsity
- recommendation quality
- recommendation algorithms
- matrix factorization
- user feedback
- collaborative recommendation
- empirical studies
- tag recommendation
- user behavior
- user interaction
- web search
- implicit feedback
- user ratings
- pairwise
- training data
- information retrieval