Machine Learning of the Classifier of Authors of Social Network Messages.
Serhii HolubNataliia KhymytsiaMaria HolubOleksandr MrushkoPublished in: SCIA (2022)
Keyphrases
- machine learning
- social networks
- decision trees
- feature selection
- support vector machine
- learning algorithm
- learning classifier systems
- spam filters
- social network analysis
- training data
- machine learning methods
- machine learning algorithms
- data mining
- knowledge acquisition
- pattern recognition
- feature set
- classification method
- ensemble learning
- artificial intelligence
- linear classifiers
- network structure
- classification algorithm
- social networking
- supervised classification
- training examples
- supervised learning
- information extraction
- classification process
- active learning
- training set
- feature space
- link prediction
- classifier combination
- inductive logic programming
- online social networks
- computer vision
- social interaction
- svm classifier
- support vector
- training samples
- model selection
- reinforcement learning
- inductive learning
- class labels
- classification scheme
- classification rate
- data analysis
- spam filtering
- social media
- data sets