Deep learning for real-time social media text classification for situation awareness - using Hurricanes Sandy, Harvey, and Irma as case studies.
Manzhu YuQunying HuangHan QinChris ScheeleChaowei YangPublished in: Int. J. Digit. Earth (2019)
Keyphrases
- deep learning
- situation awareness
- text classification
- mental models
- case study
- social media
- crisis management
- unsupervised learning
- machine learning
- information fusion
- decision support
- feature selection
- current situation
- information sharing
- real world
- weakly supervised
- bag of words
- multi label
- decision process
- agent model
- pattern recognition
- neural network
- decision support system
- social networks
- learning process