A Hybrid Machine Learning Pipeline for Automated Mapping of Events and Locations From Social Media in Disasters.
Chao FanFangsheng WuAli MostafaviPublished in: IEEE Access (2020)
Keyphrases
- social media
- machine learning
- social media data
- real world events
- natural disasters
- emergency situations
- semi automated
- news media
- inductive learning
- event detection
- machine learning methods
- user generated content
- data mining
- information extraction
- social networks
- knowledge acquisition
- fully automated
- social networking
- disaster management
- decision trees
- knowledge representation
- computer vision
- pattern recognition
- processing pipeline
- terrorist attacks
- hurricane katrina
- social media platforms
- explanation based learning
- pipeline architecture
- online social networks
- big data
- learning systems
- text classification
- natural language processing
- computer science
- emergency management
- learning tasks
- statistical methods
- social media sites
- machine learning algorithms
- supervised learning
- knowledge discovery
- active learning
- natural language