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Building Codes Part-of-Speech Tagging Performance Improvement by Error-Driven Transformational Rules
Publisher: ASCE
Abstract: To enable full automation, automated code compliance checking systems need to extract regulatory information in building codes and convert it to computable representations. This conversion is a natural language processing ...
New Automated BIM Object Classification Method to Support BIM Interoperability
Publisher: American Society of Civil Engineers
Abstract: Industry Foundation Classes (IFC) is widely accepted as the future of building information modeling (BIM) to take on the challenge of BIM interoperability and enable its support of various automation tasks. However, it is ...
Framework for Developing IFC-Based 3D Documentation from 2D Bridge Drawings
Publisher: ASCE
Abstract: Building information modeling (BIM) has been widely accepted in the industry and extensively used in supporting many construction tasks. In the government sector, the USDOT Federal Highway Administration (FHWA) has implemented ...
Model Validation Using Invariant Signatures and Logic-Based Inference for Automated Building Code Compliance Checking
Publisher: ASCE
Abstract: Fully automated building code compliance checking (ACC) requires accurate information extraction from both building information models (BIMs) and building code chapters, and equally (if not more) importantly, a precise ...
New Automated Activity-on-Node Calculation Grading Method for Construction Management Education Innovation
Publisher: ASCE
Abstract: Construction management education in the architecture, engineering, and construction (AEC) domain is increasingly challenged with managing limited resources while increasing instructors’ teaching effectiveness and improving ...
Semantic Rule-Based Construction Procedural Information Extraction to Guide Jobsite Sensing and Monitoring
Publisher: ASCE
Abstract: Existing construction monitoring systems rely on designated personnel to compare a planned procedure in the instructional documents with an execution procedure on the jobsite. It requires major human efforts and is ...
Semantic-Based Logic Representation and Reasoning for Automated Regulatory Compliance Checking
Publisher: American Society of Civil Engineers
Extending Building Information Models Semiautomatically Using Semantic Natural Language Processing Techniques
Publisher: American Society of Civil Engineers
Automated Information Transformation for Automated Regulatory Compliance Checking in Construction
Publisher: American Society of Civil Engineers
Abstract: To fully automate regulatory compliance checking of construction projects, regulatory requirements need to be automatically extracted from various construction regulatory documents and then transformed into a formalized ...
Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking
Publisher: American Society of Civil Engineers
Abstract: Automated regulatory compliance checking requires automated extraction of requirements from regulatory textual documents and their formalization in a computer-processable rule representation. Such information extraction ...