Bootstrapped Personalized Popularity for Cold Start Recommender Systems.
Iason ChaimalasDuncan Martin WalkerEdoardo GruppiBenjamin Richard ClarkLaura ToniPublished in: RecSys (2023)
Keyphrases
- cold start
- recommender systems
- personalized recommendation
- user profiles
- user modeling
- cold start problem
- collaborative filtering
- user model
- social tagging systems
- product recommendation
- information overload
- user preferences
- personalized services
- data sparsity
- user interests
- matrix factorization
- user profiling
- recommendation quality
- implicit feedback
- social media
- user context
- user feedback
- user ratings
- context aware
- recommendation systems
- machine learning
- music recommendation
- tag recommendation
- recommendation algorithms