SemanticModels.jl Documentation
- Dubstep
- Automatic Scientific Knowledge Extraction
- Introduction
- Scientific Domain and Relevant Papers
- Information Extraction
- Knowledge Representation
- Model Representation and Execution
- Validation
- Next Steps
- Library Reference
- Index
- Extracting Model Structure for Improved Semantic Modeling
- Goals
- Running Example: Influenza
- Running Example: Modeling types
- Scientific Domain
- Graph of SIR Model
- Knowledge Extraction Architecture
- Example Input Packages
- Model Representation and Execution
- Knowledge Graph
- Knowledge Graph Schema
- Flu Metamodel Pipeline
- Knowledge Graph Reasoning
- How do we get from Weather to Cost?
- How do we get from Weather+Demographics to Cost?
- Knowledge Graph Reasoning Open Questions
- Infectious Disease Metamodel
- Static vs Dynamic Graph
- Validation
- Next Steps
- SemanticModels.jl Documentation
- FluModel