An ensemble of classifiers approach to user modeling on adaptive learning communities.
Elena GaudiosoJesus BoticarioPublished in: Int. J. Artif. Intell. Tools (2004)
Keyphrases
- user modeling
- learning community
- adaptive systems
- adaptive hypermedia
- ensemble learning
- ensemble classifier
- learning environment
- majority voting
- user model
- multiple classifiers
- classifier ensemble
- training set
- training data
- recommender systems
- multiple classifier systems
- information retrieval
- professional development
- user profiles
- ensemble pruning
- information filtering
- ensemble methods
- feature selection
- knowledge sharing
- web search
- individual classifiers
- knowledge building
- weak classifiers
- adaptive web systems
- recommendation systems
- user interface
- base classifiers
- collaborative filtering
- support vector
- decision trees
- combining classifiers
- user interests
- classifier combination
- ensemble members
- machine learning
- user behavior
- naive bayes
- website
- multimedia
- real world