Optimal recommendation to users that react: Online learning for a class of POMDPs.
Rahul MeshramAditya GopalanD. ManjunathPublished in: CDC (2016)
Keyphrases
- online learning
- recommender systems
- collaborative filtering
- recommendation systems
- online dating
- dynamic programming
- user interaction
- e learning
- reinforcement learning
- optimal solution
- user interface
- user profiles
- recommendation algorithms
- tag recommendation
- optimal control
- data sparsity
- personalized services
- long tail
- cold start
- personal preferences
- distributed constraint optimization
- user model
- social media
- travel information
- social tagging systems
- machine learning
- helping users
- cold start problem
- partially observable markov decision processes
- information overload
- end users
- social networks