Towards Solving the Cold Start Transition Problem in Dynamic Recommender Systems.
Cheng LuoXiongcai CaiNipa ChowdhuryPublished in: ICEBE (2015)
Keyphrases
- recommender systems
- cold start
- cold start problem
- collaborative filtering
- matrix factorization
- data sparsity
- tag recommendation
- user preferences
- recommendation algorithms
- implicit feedback
- user profiles
- user model
- recommendation quality
- information overload
- item based collaborative filtering
- data sparseness
- personalized recommendation
- user interests
- music recommendation
- user feedback