Structural Deterioration Knowledge Ontology towards Physics-Informed Machine Learning for Enhanced Bridge Deterioration Prediction.
Xi HuKaijian LiuPublished in: J. Comput. Civ. Eng. (2023)
Keyphrases
- machine learning
- knowledge representation
- domain knowledge
- knowledge base
- knowledge acquisition
- domain ontology
- qualitative physics
- knowledge discovery
- prediction accuracy
- knowledge engineering
- artificial intelligence
- structural information
- learning systems
- semantic web
- conceptual knowledge
- information extraction
- semantic information
- formal representation
- learning tasks
- semantically rich
- background knowledge
- feature selection
- computer science
- knowledge management
- prior knowledge
- neural network
- data mining
- legal knowledge
- learning algorithm
- conceptual structures
- related concepts
- semantic network
- domain specific
- prediction model
- formal concept analysis
- semantic knowledge
- inductive logic programming
- semantic annotation
- data mining techniques
- knowledge resources
- ontology development
- reasoning mechanism
- knowledge organization
- semi automatic
- knowledge based systems