Geo-knowledge-guided GPT models improve the extraction of location descriptions from disaster-related social media messages.
Yingjie HuGengchen MaiChris CundyKristy ChoiNi LaoWei LiuGaurish LakhanpalRyan Zhenqi ZhouKenneth JosephPublished in: Int. J. Geogr. Inf. Sci. (2023)
Keyphrases
- social media
- domain knowledge
- knowledge extraction
- prior knowledge
- probabilistic model
- knowledge discovery
- semantic models
- knowledge sharing
- data mining
- knowledge management
- knowledge representation
- symbolic description
- experimental data
- background knowledge
- complex systems
- decision support system
- expert systems
- natural language
- high level
- decision trees
- decision making
- machine learning