Addressing the Cold-Start Problem in Recommender Systems Based on Frequent Patterns.
Antiopi PanteliBasilis BoutsinasPublished in: Algorithms (2023)
Keyphrases
- cold start problem
- frequent patterns
- recommender systems
- frequent pattern mining
- collaborative filtering
- cold start
- mining algorithm
- mining frequent patterns
- item based collaborative filtering
- pattern mining
- sequential patterns
- data sparsity
- matrix factorization
- association rules
- data structure
- user preferences
- itemsets
- personalized recommendation
- transactional databases
- frequent itemsets
- discovery of frequent patterns
- apriori algorithm
- information overload
- recommendation systems
- user profiles
- closed patterns
- implicit feedback
- data sparseness
- user interests
- website