Dynamic Ensemble of Contextual Bandits to Satisfy Users' Changing Interests.
Qingyun WuHuazheng WangYanen LiHongning WangPublished in: WWW (2019)
Keyphrases
- user profiles
- user interests
- user groups
- neural network
- changing environment
- user requirements
- ensemble learning
- user feedback
- random forest
- ensemble methods
- context sensitive
- user experience
- dynamically changing
- individual user
- user interaction
- dynamic environments
- novice users
- constantly changing
- dynamically generated
- social awareness
- contextual information
- recommender systems
- user interface
- training data
- learning algorithm
- log data
- social influence
- daily life
- information sharing
- user communities
- dynamic content