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BIM-Based Automated Code Compliance Checking System in Malaysian Fire Safety Regulations: A User-Friendly Approach

https://doi.org/10.3390/buildings13061404
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-0-387-68257-0openalex-snapshot
Visual Languages and Applications
inferredcites →https://doi.org/10.1007/978-1-4419-5653-8openalex-snapshot
Design Research in Information Systems: Theory and Practice
inferredcites →https://doi.org/10.1007/978-3-030-00220-6openalex-snapshot
Advances in Informatics and Computing in Civil and Construction Engineering
inferredcites →https://doi.org/10.1007/978-3-030-01905-1openalex-snapshot
Project Management and BIM for Sustainable Modern Cities
inferredcites →https://doi.org/10.1007/978-3-319-92862-3_22openalex-snapshot
BIM-Based Code Compliance Checking
inferredcites →https://doi.org/10.1007/978-3-642-40285-2_32openalex-snapshot
Towards Automated Compliance Checking in the Construction Industry
inferredcites →https://doi.org/10.1007/bf01470865openalex-snapshot
EXPOSURE: An expert system fire code
inferredcites →https://doi.org/10.1016/0360-1323(92)90025-kopenalex-snapshot
Database usage in a knowledgebase environment for building design
inferredcites →https://doi.org/10.1016/j.aei.2019.01.006openalex-snapshot
Automated BIM data validation integrating open-standard schema with visual programming language
inferredcites →https://doi.org/10.1016/j.autcon.2005.10.003openalex-snapshot
Collaborative design using a shared IFC building model—Learning from experience
inferredcites →https://doi.org/10.1016/j.autcon.2009.07.002openalex-snapshot
Automatic rule-based checking of building designs
inferredcites →https://doi.org/10.1016/j.autcon.2012.06.006openalex-snapshot
Ontology-based semantic modeling of regulation constraint for automated construction quality compliance checking
inferredcites →https://doi.org/10.1016/j.autcon.2013.05.005openalex-snapshot
A survey on modeling guidelines for quantity takeoff-oriented BIM-based design
inferredcites →https://doi.org/10.1016/j.autcon.2014.10.004openalex-snapshot
Development of an object model for automated compliance checking
inferredcites →https://doi.org/10.1016/j.autcon.2015.02.005openalex-snapshot
Ontology-based semantic modeling of construction safety knowledge: Towards automated safety planning for job hazard analysis (JHA)
inferredcites →https://doi.org/10.1016/j.autcon.2015.03.003openalex-snapshot
Classification of rules for automated BIM rule checking development
inferredcites →https://doi.org/10.1016/j.autcon.2015.07.010openalex-snapshot
Validations for ensuring the interoperability of data exchange of a building information model
inferredcites →https://doi.org/10.1016/j.autcon.2016.04.008openalex-snapshot
Translating building legislation into a computer-executable format for evaluating building permit requirements
inferredcites →https://doi.org/10.1016/j.autcon.2016.08.027openalex-snapshot
Integrating semantic NLP and logic reasoning into a unified system for fully-automated code checking
inferredcites →https://doi.org/10.1016/j.autcon.2016.09.004openalex-snapshot
Ontology-based automated information extraction from building energy conservation codes
inferredcites →https://doi.org/10.1016/j.autcon.2016.10.003openalex-snapshot
Semantic web technologies in AEC industry: A literature overview
inferredcites →https://doi.org/10.1016/j.autcon.2017.06.018openalex-snapshot
Computer representation of building codes for automated compliance checking
inferredcites →https://doi.org/10.1016/j.autcon.2019.102842openalex-snapshot
Rule checking Interface development between building information model and end user
inferredcites →https://doi.org/10.1016/j.autcon.2019.103006openalex-snapshot
Semantic approach to compliance checking of underground utilities
inferredcites →https://doi.org/10.1016/j.buildenv.2018.05.046openalex-snapshot
Ontology-based framework for building environmental monitoring and compliance checking under BIM environment
inferredcites →https://doi.org/10.1016/j.jcde.2018.03.002openalex-snapshot
Applying novelty detection to identify model element to IFC class misclassifications on architectural and infrastructure Building Information Models
inferredcites →https://doi.org/10.1016/j.jcde.2018.08.002openalex-snapshot
Visual language approach to representing KBimCode-based Korea building code sentences for automated rule checking
inferredcites →https://doi.org/10.1016/j.proeng.2017.07.224openalex-snapshot
BIM-based Code Checking for Construction Health and Safety
inferredcites →https://doi.org/10.1061/(asce)0887-3801(1995)9:2(141)openalex-snapshot
Automatic Fire-Code Checking Using Expert-System Technology
inferredcites →https://doi.org/10.1061/(asce)0887-3801(2010)24:2(203)openalex-snapshot
Automated Code Compliance Checking for Building Envelope Design
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000346openalex-snapshot
Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000369openalex-snapshot
Delivering the Infrastructure for Digital Building Regulations
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000572openalex-snapshot
Computerizing Regulatory Knowledge for Building Engineering Design
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000858openalex-snapshot
New Automated BIM Object Classification Method to Support BIM Interoperability
inferredcites →https://doi.org/10.1061/(asce)cp.1943-5487.0000917openalex-snapshot
Building Codes Part-of-Speech Tagging Performance Improvement by Error-Driven Transformational Rules
inferredcites →https://doi.org/10.1061/9780784413517.092openalex-snapshot
Semantic-based Text Classification of Environmental Regulatory Documents for Supporting Automated Environmental Compliance Checking in Construction
inferredcites →https://doi.org/10.1061/9780784413616.280openalex-snapshot
Ontology-Based Semantic Modeling of Safety Management Knowledge
inferredcites →https://doi.org/10.1061/9780784480823.020openalex-snapshot
Refinement of the Visual Code Checking Language for an Automated Checking of Building Information Models Regarding Applicable Regulations
inferredcites →https://doi.org/10.1061/9780784481264.009openalex-snapshot
A Clustering Approach for Analyzing the Computability of Building Code Requirements
inferredcites →https://doi.org/10.1061/9780784481301.001openalex-snapshot
VPL-Based Code Translation for Automated Compliance Checking of Building Envelope Energy Efficiency
inferredcites →https://doi.org/10.1080/01944369208975536openalex-snapshot
Using Expert Systems to Check Compliance with Municipal Building Codes
inferredcites →https://doi.org/10.1093/jcde/qwaa046openalex-snapshot
Deep learning-based extraction of predicate-argument structure (PAS) in building design rule sentences☆
inferredcites →https://doi.org/10.1186/s40327-017-0055-0openalex-snapshot
Data retrieval from building information models based on visual programming
inferredcites →https://doi.org/10.1201/9780203883327openalex-snapshot
eWork and eBusiness in Architecture, Engineering and Construction
inferredcites →https://doi.org/10.1201/9781351200998openalex-snapshot
Building Information Modeling
inferredcites →https://doi.org/10.1201/9781420090512openalex-snapshot
Foundations of Semantic Web Technologies
inferredcites →https://doi.org/10.13140/2.1.4920.4161openalex-snapshot
Automated Building Code Compliance Checking - Where is it at?
inferredcites →https://doi.org/10.22260/isarc2015/0033openalex-snapshot
Automated Code Compliance Checking Based on a Visual Language and Building Information Modeling
inferredcites →https://doi.org/10.22260/isarc2017/0020openalex-snapshot
Classification of Objects and their Properties Defined in Korea Building Act to Translate into KBimCode and their Application
inferredcites →https://doi.org/10.22260/isarc2017/0058openalex-snapshot
Visual Language-based approach for the Definition of Building Permit Related Rules
inferredcites →https://doi.org/10.22260/isarc2018/0080openalex-snapshot
NLP and Deep Learning-based Analysis of Building Regulations to Support Automated Rule Checking System
inferredcites →https://doi.org/10.2753/mis0742-1222240302openalex-snapshot
A Design Science Research Methodology for Information Systems Research
inferredcites →https://doi.org/10.3130/jaabe.14.577openalex-snapshot
Development of an Open BIM-based Legality System for Building Administration Permission Services
inferredcites →https://doi.org/10.35490/ec3.2019.188openalex-snapshot
An IFC data preparation workflow for building energy performance simulation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.5053757openalex-extracted
Automated Compliance Checking In The Aec Industry: A Review Of Current State, Opportunities And Challenges
inferred← citeshttps://doi.org/10.1016/j.autcon.2025.106496openalex-snapshot
AI applications for structural design automation
inferred← citeshttps://doi.org/10.1016/j.autcon.2026.106859openalex-snapshot
Automated compliance checking across the building lifecycle: Systematic and semantic review integrating PRISMA and deep search
inferred← citeshttps://doi.org/10.1016/j.autcon.2026.106883openalex-snapshot
Digitalizing workplace safety regulations for rule-based validation of escape routes and movement areas in BIM
inferred← citeshttps://doi.org/10.1016/j.autcon.2026.107038openalex-snapshot
Automating geometry-intensive compliance checking in BIM: Graph-based semantic reasoning framework
inferred← citeshttps://doi.org/10.1016/j.autcon.2026.107165openalex-snapshot
Automated compliance checking in AEC in the era of AI and LLMs: A review (2022–2025)
inferred← citeshttps://doi.org/10.1016/j.compind.2025.104362openalex-snapshot
A semi-automated compliance checking framework for shield tunnel design integrating ontology and natural language processing
inferred← citeshttps://doi.org/10.1016/j.eswa.2026.131858openalex-snapshot
A BERT-based intelligent framework for automated compliance checking of IFC building model − Exploring semantic alignment of heterogeneous ontology
inferred← citeshttps://doi.org/10.1016/j.jenvman.2024.123320openalex-snapshot
Optimizing automated compliance checking with ontology-enhanced natural language processing: Case in the fire safety domain
inferred← citeshttps://doi.org/10.1061/jladah.ladr-1409openalex-snapshot
BIM-Driven Safety: Automated Rule-Based Multihazard Detection and Legal Compliance in High-Rise Construction
inferred← citeshttps://doi.org/10.1080/0951192x.2026.2714117openalex-snapshot
AI-assisted auditing review of mechanical engineering drawings: a Perception–Cognition–Collaboration reference architecture and its implementation Perspectives
inferred← citeshttps://doi.org/10.1080/13467581.2026.2721905openalex-snapshot
AI-driven quality inspection and standards compliance for precast concrete: a bibliometric and systematic review
inferred← citeshttps://doi.org/10.1080/17452007.2026.2701467openalex-snapshot
BIM-integrated visual programming framework for automated universal accessibility compliance assessment in contemporary building design
inferred← citeshttps://doi.org/10.1108/jsfe-11-2025-0054openalex-snapshot
A systematic review of BIM-based approaches for fire safety and automated code compliance checking
inferred← citeshttps://doi.org/10.1108/sasbe-01-2026-0077openalex-snapshot
Measuring BIM readiness and digitalisation in building permitting: a KPI-based framework
inferred← citeshttps://doi.org/10.1108/sasbe-10-2025-0683openalex-snapshot
Leveraging OpenBIM standards and information delivery specification (IDS) for digital validation in circular construction: reusing hollow core slabs
inferred← citeshttps://doi.org/10.1142/s0218213026500053openalex-snapshot
Optimizing Regulatory Compliance Checking with AI: A Methodological Exploration
inferred← citeshttps://doi.org/10.1145/3786484.3786516openalex-snapshot
Automated Framework for International Accreditation Compliance Detection (AVMA, AVBC, RCVS) in Future Chinese Veterinary Faculties
inferred← citeshttps://doi.org/10.2139/ssrn.4899273openalex-snapshot
Using Nlp and Computer Vision to Evaluate Consistency between Multi-Modal Engineering Design Documents in Deep Excavation Projects
inferred← citeshttps://doi.org/10.2139/ssrn.6520621openalex-snapshot
An Automatic BIM Compliance Check System for Passive Fire Protection - ChatRevit FireCode
inferred← citeshttps://doi.org/10.24857/rgsa.v18n12-151openalex-snapshot
Process Flowchart As A Project Strategy Based on The Organizational Structure of The Bim Methodology
inferred← citeshttps://doi.org/10.3390/app15010049openalex-snapshot
BIM-Based Model Checking: A Scientometric Analysis and Critical Review
inferred← citeshttps://doi.org/10.3390/buildings13102554openalex-snapshot
Digital Transformation of Building Permits: Current Status, Maturity, and Future Prospects
inferred← citeshttps://doi.org/10.3390/buildings14072206openalex-snapshot
Enriching Building Information Modeling Models through Information Delivery Specification
inferred← citeshttps://doi.org/10.3390/buildings14072207openalex-snapshot
Conceptual Framework of Information Flow Synchronization Throughout the Building Lifecycle
inferred← citeshttps://doi.org/10.3390/buildings16122343openalex-snapshot
Fire Safety Considerations During the Design Phase of Commercial Buildings in Saudi Arabia: A Comprehensive Framework
inferred← citeshttps://doi.org/10.3390/buildings16132655openalex-snapshot
Fire Hazard Identification in Large-Scale 4-Dimensional Building Information Models: A Voxelization-Based Approach
inferred← citeshttps://doi.org/10.3390/su152015117openalex-snapshot
Towards BIM-Based Sustainable Structural Design Optimization: A Systematic Review and Industry Perspective
inferred← citeshttps://doi.org/10.3390/su18168023openalex-snapshot
BIM-Based Automated Means-of-Egress Compliance Checking Using IFC for Socially Sustainable and Resilient Buildings: A Saudi Arabian Case Study
inferred← citeshttps://doi.org/10.36253/10.36253/979-12-215-0289-3.80openalex-snapshot
Consistency Verification Between Cost and Geometric Information Based on IFC: Application on Structural Elements
inferred← citeshttps://doi.org/10.36253/979-12-215-0289-3.80openalex-snapshot
Consistency Verification Between Cost and Geometric Information Based on IFC: Application on Structural Elements
inferred← citeshttps://doi.org/10.36680/j.itcon.2024.058openalex-snapshot
Enhancing accuracy in cost estimation: structured cost data integration and model validation
inferred← citeshttps://doi.org/10.36680/j.itcon.2026.038openalex-snapshot
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