SemanticModels.jl Documentation

• Dubstep
• TraceCtx
• LPCtx
• Transformations
• Reference
• 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