An AI-based solution for the cold start and data sparsity problems in the recommendation systems.
Shahriar Shakir SumitPublished in: CoRR (2023)
Keyphrases
- data sparsity
- collaborative filtering
- cold start
- recommendation systems
- recommender systems
- cold start problem
- recommendation quality
- matrix factorization
- user preferences
- transfer learning
- personalized recommendation
- web mining
- recommendation algorithms
- learning process
- user ratings
- user profiles
- collaborative filtering algorithms
- machine learning