It's Always April Fools' Day! On the Difficulty of Social Network Misinformation Classification via Propagation Features.
Mauro ContiDaniele LainRiccardo LazzerettiGiulio LovisottoWalter QuattrociocchiPublished in: CoRR (2017)
Keyphrases
- classification accuracy
- feature vectors
- feature set
- classification models
- social networks
- feature extraction
- svm classifier
- classification method
- extracting features
- classification process
- feature space
- class labels
- feature analysis
- extracted features
- image classification
- discriminative features
- features extraction
- classification algorithm
- pattern recognition
- high dimensionality
- machine learning
- support vector
- benchmark datasets
- image features
- support vector machine
- eeg signals
- feature selection
- multiple features
- feature values
- online social networks
- irrelevant features
- text classification
- social media
- feature extraction and classification
- feature construction
- svm classification
- decision tree classifiers
- social interaction
- classification rate
- feature representation
- classification scheme
- feature subset
- pattern classification
- social network analysis
- support vector machine svm
- co occurrence
- learning algorithm