A machine learning-based method for building code requirement hierarchy extraction

Keyphrases

• Machine Learning Techniques 100%
• Building Codes 100%
• Code Requirements 100%
• Hierarchical Extraction 100%
• Code Checking 75%
• International Building Code 50%
• Checking Method 50%
• High Performance 25%
• Sentence Structure 25%
• Information Extraction 25%
• Building Type 25%
• Training Model 25%
• Succeeding 25%
• Data Preparation 25%
• Data Preprocessing 25%
• Extraction Behavior 25%
• Complex Sentence 25%
• Dependency Parsing 25%
• Treebank 25%
• Clause Structure 25%
• Scalable Methods 25%
• Information Compliance 25%
• Deep Neural Network 25%
• Rule-based Method 25%
• F1-measure 25%
• Data Adaptation 25%
• Complex Buildings 25%
• Normalized Edit Distance 25%
• Complex Clauses 25%

Computer Science

• Machine Learning 100%
• Complex Requirement 100%
• Neural Network Model 25%
• Data Preparation 25%
• Data Preprocessing 25%
• Information Extraction 25%
• dependency parse 25%
• Sentence Structure 25%
• Scalable Method 25%
• Deep Neural Network 25%
• Adaptation Data 25%
• Good Requirement 25%

Engineering

• Building Code 100%
• Code Requirement 100%
• Network Model 16%
• Main Step 16%
• Data Preparation 16%
• Deep Neural Network 16%
• Data Preprocessing 16%