Unsupervised and supervised machine learning in user modeling for intelligent learning environments.
Saleema AmershiCristina ConatiPublished in: IUI (2007)
Keyphrases
- user modeling
- supervised machine learning
- intelligent learning environments
- supervised learning
- intelligent tutoring systems
- user model
- unsupervised learning
- causal models
- manually annotated
- active learning
- information retrieval
- user profiles
- learning environment
- information filtering
- user interface
- recommender systems
- semi supervised
- learning materials
- pedagogical agents
- training data
- training set
- reinforcement learning
- learning algorithm