Cumulative citation recommendation: classification vs. ranking.
Krisztian BalogHeri RamampiaroPublished in: SIGIR (2013)
Keyphrases
- ordinal data
- classification accuracy
- pattern recognition
- accurate classification
- classification systems
- decision trees
- feature extraction
- spam detection
- ranking functions
- automatic classification
- feature vectors
- supervised learning
- benchmark datasets
- social networks
- classification models
- pattern classification
- text classification
- preprocessing
- feature selection
- training samples
- decision rules
- ranking algorithm
- collaborative filtering
- recommender systems
- training set
- feature space
- support vector
- machine learning