Fake news spreaders profiling using N-grams of various types and SHAP-based feature selection.
Fazlourrahman BalouchzahiGrigori SidorovHosahalli Lakshmaiah ShashirekhaPublished in: J. Intell. Fuzzy Syst. (2022)
Keyphrases
- n gram
- feature selection
- text classification
- language model
- bag of words
- language independent
- language modelling
- variable length
- part of speech
- feature space
- text categorization
- document frequency
- machine learning
- language modeling
- information gain
- news articles
- keywords
- knn
- mutual information
- information access
- news stories
- viterbi algorithm
- web documents