Local Decision Pitfalls in Interactive Machine Learning: An Investigation into Feature Selection in Sentiment Analysis.
Tongshuang WuDaniel S. WeldJeffrey HeerPublished in: ACM Trans. Comput. Hum. Interact. (2019)
Keyphrases
- sentiment analysis
- feature selection
- text classification
- machine learning
- opinion mining
- text mining
- sentiment classification
- natural language processing
- text categorization
- sentence level
- user generated
- support vector machine
- support vector
- feature space
- decision rules
- mutual information
- information extraction
- multi aspect
- feature ranking
- product reviews
- product features
- artificial intelligence
- public opinion
- feature set
- data analysis
- positive or negative
- collective classification
- sentiment lexicon
- feature subset
- transfer learning
- user interaction
- unsupervised learning
- supervised learning
- natural language
- training data