Machine Learning Explanations to Prevent Overtrust in Fake News Detection.
Sina MohseniFan YangShiva K. PentyalaMengnan DuYi LiuNic LupferXia HuShuiwang JiEric D. RaganPublished in: ICWSM (2021)
Keyphrases
- machine learning
- automatic detection
- pattern recognition
- detection algorithm
- object detection
- detection rate
- detection accuracy
- decision trees
- event detection
- news articles
- detection method
- feature selection
- detection scheme
- machine learning methods
- learning systems
- machine learning algorithms
- knowledge acquisition
- false alarms
- model selection
- computational intelligence
- information retrieval
- computer science
- knowledge representation
- support vector machine
- text mining
- face detection
- information extraction
- knowledge discovery
- natural language processing
- social media
- learning tasks
- natural language
- multimedia
- social networks
- learning algorithm
- news stories
- machine learning approaches
- target detection
- explanation based learning
- text classification