Not every friend on a social network can be trusted: Classifying imposters using decision trees.
Simon FongZhuang YanJiaying HePublished in: FGST (2012)
Keyphrases
- social networks
- decision trees
- social network analysis
- online social networks
- social networking
- predictive accuracy
- decision tree induction
- social media
- machine learning
- random forest
- social relationships
- training set
- decision rules
- social interaction
- community detection
- network structure
- rule induction
- automatic classification
- virtual communities
- link prediction
- decision tree algorithm
- naive bayes
- social network data
- complex networks
- decision tree learning
- trusted computing
- feature construction
- training data
- machine learning algorithms
- network analysis
- ensemble methods
- classification rules
- social behavior
- online communities
- data mining methods
- rule sets
- rough sets