Machine Learning Explanations to Prevent Overtrust in Fake News Detection.
Sina MohseniFan YangShiva K. PentyalaMengnan DuYi LiuNic LupferXia HuShuiwang JiEric D. RaganPublished in: CoRR (2020)
Keyphrases
- machine learning
- pattern recognition
- object detection
- data analysis
- feature selection
- machine learning approaches
- automatic detection
- machine learning methods
- false positives
- learning systems
- detection method
- unsupervised learning
- detection rate
- news articles
- knowledge acquisition
- reinforcement learning
- learning environment
- financial news
- news items
- decision trees
- detection accuracy
- causal models
- false alarms
- inductive logic programming
- keywords
- text classification
- statistical methods
- natural language
- computer science
- active learning
- knowledge discovery
- detection algorithm
- data sets
- information extraction