Hierarchical Representation and Deep Learning-Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements

Keyphrases

• Deep Learning Methods 100%
• Computable 100%
• Automated Compliance Checking 100%
• Building Codes 100%
• Hierarchical Representation Learning 100%
• Hierarchical Deep Neural Network 100%
• Semantic Relations 66%
• Regulatory Documents 66%
• Rule-based 33%
• Information Extraction 33%
• Syntactic Structure 33%
• Flexible Method 33%
• Complex Semantics 33%
• Extraction Behavior 33%
• Extraction Rules 33%
• Code Requirements 33%
• Semantic Structure 33%
• Information Compliance 33%
• Checking Method 33%
• Information Transformation 33%
• Transformation Rules 33%
• Downstream Task 33%
• Information Matching 33%
• Hierarchical Extraction 33%
• Semantic Requirements 33%

Computer Science

• Representation Learning 100%
• Deep Learning 100%
• Semantic Relation 100%
• Syntactics 50%
• Information Extraction 50%
• Extraction Rule 50%
• Transformation Rule 50%
• Complex Requirement 50%