Using Jiminy for Run-Time User Classification Based on Rating Behaviour.
Evangelos KotsovinosPetros ZerfosNischal M. PiratlaNiall CameronPublished in: iTrust (2006)
Keyphrases
- classification accuracy
- classification algorithm
- user preferences
- pattern recognition
- feature vectors
- pattern classification
- user behaviour
- recommender systems
- collaborative filtering
- image classification
- support vector machine
- decision trees
- machine learning
- classification method
- text classification
- feature extraction
- classification scheme
- classification systems
- user profiles
- machine learning methods
- user model
- classification process
- support vector
- support vector machine svm
- user interaction
- preprocessing
- user interface
- user satisfaction
- feature selection
- user ratings
- classification rate
- training set
- automatic classification
- user interests
- svm classifier
- unsupervised learning
- class labels
- decision rules
- user queries