Knowledge graph informed fake news classification via heterogeneous representation ensembles.
Boshko KoloskiTimen Stepisnik PerdihMarko Robnik-SikonjaSenja PollakBlaz SkrljPublished in: Neurocomputing (2022)
Keyphrases
- decision trees
- machine learning
- graph representation
- feature representation
- domain knowledge
- knowledge acquisition
- expert systems
- representation language
- classification method
- knowledge representation
- prior knowledge
- classification models
- pattern recognition
- support vector
- classification systems
- generalization ability
- graph matching
- image classification
- multiple classifier systems
- machine learning methods
- machine learning algorithms
- formal representation
- support vector machine svm
- text classification
- knowledge management
- feature vectors
- feature extraction
- knowledge base
- feature selection
- training samples
- model selection
- data mining techniques
- text mining
- supervised learning
- graph theory
- knowledge discovery
- training set
- training data
- classifier ensemble