Advancements in Fake News Detection: A Comprehensive Machine Learning Approach Across Varied Datasets.
Adeel AslamFazeel AbidJawad RasheedAnza ShabbirManahil MurtazaShtwai AlsubaiHarun ElkiranPublished in: SN Comput. Sci. (2024)
Keyphrases
- machine learning
- false positives
- detection method
- automatic detection
- news articles
- information extraction
- machine learning approaches
- text classification
- knowledge discovery
- machine learning methods
- decision trees
- learning tasks
- learning algorithm
- detection accuracy
- event detection
- machine learning algorithms
- training dataset
- detection algorithm
- text categorization
- model selection
- knowledge acquisition
- reinforcement learning
- data sets
- data mining
- feature selection
- pattern recognition
- natural language
- support vector machine
- object detection
- supervised learning
- text mining
- active learning
- benchmark datasets
- text documents
- database
- information processing
- learning problems
- computer vision
- detection rate
- information retrieval
- false alarms
- news stories
- real world