Breaking Anonymity of Social Network Accounts by Using Coordinated and Extensible Classifiers Based on Machine Learning.
Eina HashimotoMasatsugu IchinoTetsuji KuboyamaIsao EchizenHiroshi YoshiuraPublished in: I3E (2016)
Keyphrases
- machine learning
- social networks
- machine learning algorithms
- machine learning methods
- decision trees
- machine learning approaches
- feature selection
- supervised classification
- social network analysis
- social network data
- support vector
- training data
- social networking
- naive bayes
- data mining
- cooperative
- multiple classifier systems
- online social networks
- pattern recognition
- learning classifier systems
- learning algorithm
- social media
- training samples
- markup language
- multi agent
- test set
- computer vision
- text mining
- text classification
- ensemble methods
- feature ranking
- network structure
- classifier combination
- classification algorithm
- reinforcement learning
- data model
- ensemble classifier
- social influence
- natural language processing
- linear classifiers
- active learning
- inductive logic programming
- information extraction
- knowledge acquisition
- training examples
- support vector machine