Optimal Recommendation to Users that React: Online Learning for a Class of POMDPs.
Rahul MeshramAditya GopalanD. ManjunathPublished in: CoRR (2016)
Keyphrases
- online learning
- recommender systems
- collaborative filtering
- recommendation systems
- online dating
- dynamic programming
- user interface
- cold start problem
- amazon mechanical turk
- information overload
- end users
- user experience
- content based filtering
- user preferences
- reinforcement learning
- helping users
- optimal solution
- online course
- optimal control
- user profiles
- regret bounds
- travel information
- browsing behavior
- product recommendation
- cold start
- long tail
- individual user
- personalized services
- tag recommendation
- user ratings