CIBW782024: CIB W78 2024 - MARRAKESH

This page contains an index consisting of author-provided keywords.

3
3D deep learning	3D segmentation and classification of voxelized IFC building models with Deep Learning
3D printing	Designing for the Extreme: Computational Strategies for Adaptable and Sustainable Housing in Northern Canada's Permafrost Regions
3D reconstruction	Semantic zones for digital operations of open spaces using open-set object detection and spatial-sematic aggregation
3D segmentation	3D segmentation and classification of voxelized IFC building models with Deep Learning
4
4D Simulation	Evaluation of Theory and Practices for Assessing Local Environmental Impacts in Construction Projects
5
5D BIM	Cost estimation practices: a comparative analysis of traditional 5D BIM and IFC methods
A
activity recognition	ViTPoseActivity: A Multifaceted Computer Vision Approach to On-Site Activity Monitoring
AEC	AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework
AECO	Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
AECO industry	Product Data Provision from Manufacturers to the Construction Industry: A Scoping Literature Review and Case Study Analysis Use case-based evaluation of a standardised product catalogue format for configuration
AI	From Geometry to Semantics: Elevating Building Model Semantics with Geometric Intelligence Enhancement of Building Façade Inspection Through AI and UAV Technology
Air Handling Unit	Exploring the Impact of Data Selection to Support Development of Predicitve Twins
Analytical Methods	A literature review on analytical methods in construction master scheduling to generate a competitive advantage
Architecture Engineering Construction and Operation Industry	Transformative Potential of Next-Generation Digital Twins in the AECO Industry: Digital Twins Terms and Maturity Models
Artificial Intelligence	AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework Flexible knowledge mapping system for construction management and built environment research. Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M Two Fundamental Questions Concerning BIM Data Representation for Machine Learning
Artificial Intelligence Agent	From Automatic to Autonomous: A Large Language Model-driven Approach for Generic Building Compliance Checking
As-Built-Model	Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings
Asia BIM Adoptions	A Review of BIM Maturity in Standards and Guidelines Across Asia
Asset Information Management	An end-to-end Asset Life Cycle Knowledge Graph
Asset information requirements	Information requirements over the asset lifecycle to include carbon into digital twin: A UK highway example
Asset management	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M
Augmented Reality	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
Automated Building Compliance Checking	BIM Information reliability consequences for digital permit checking
Automated Code Compliance Checking	Use case for Automated Code Compliance Checking of Accessibility Rules in BIM models using the IDS standard
Automated prevention through design and planning	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Automated valuation models	Cost estimation practices: a comparative analysis of traditional 5D BIM and IFC methods
Automatic Compliance Checking	From Automatic to Autonomous: A Large Language Model-driven Approach for Generic Building Compliance Checking
automatic scenario generation	Experimenting automatic generation of energy renovation scenarios with ontology reasoning.
Autonomous Compliance Checking	From Automatic to Autonomous: A Large Language Model-driven Approach for Generic Building Compliance Checking
B
BACnet	Building Management System and IoT technology: data analysis and standard communication protocols for Building Information Modeling
Bibliometrics	Flexible knowledge mapping system for construction management and built environment research.
Bidirectional Encoder Representations from Transformers (BERT)	Optimizing Email Classification in Construction industry through a Multimodal NLP Approach
Bidirectional Long Short Term Memory (BiLSTM)	Optimizing Email Classification in Construction industry through a Multimodal NLP Approach
Bids evaluation	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
BIM	BIM properties for a Psychological-Based Code Compliance Checking for Mental Healthcare facilities BIM for Temporary Works AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework Evaluation of Theory and Practices for Assessing Local Environmental Impacts in Construction Projects Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure Maturity Model for Building Information Management and Security. Ranking domain data sources which influence building circularity passports Implementing IDS encoding for a BIM object standard based on model uses Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction Product Data Provision from Manufacturers to the Construction Industry: A Scoping Literature Review and Case Study Analysis 3D segmentation and classification of voxelized IFC building models with Deep Learning Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings From Geometry to Semantics: Elevating Building Model Semantics with Geometric Intelligence Exploring the digital authentication of built asset information models at the object level Neural Network for IFC class recognition Fire resistance assessment of building structures: performance-based approach in a BIM environment From BIM to Cognitive Digital Twin Use case for Automated Code Compliance Checking of Accessibility Rules in BIM models using the IDS standard An Open Platform for Building Information Modeling (BIM) Education: Conceptual Framework and Potential Impact Exploring a Holistic Framework for Digital Transformation in the AECO Industry
BIM Information Reliability	BIM Information reliability consequences for digital permit checking
BIM Level 3	A Review of BIM Maturity in Standards and Guidelines Across Asia
BIM Standards and Guidelines	A Review of BIM Maturity in Standards and Guidelines Across Asia
BIM-GIS integration	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
BIM_GIS integration	From Paperwork to the Frontiers of Knowledge and Technology: What Role Can GIS-BIM Integration Play in Building Permit Issuance?
Blockchain	Efficient embodied carbon assessment and tracking using openBIM and blockchain AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework
BMS	Building Management System and IoT technology: data analysis and standard communication protocols for Building Information Modeling
BPMN	Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data
BPMN 2.0	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
Brick Schema	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies
Bridges	Enabling Comprehensive Querying of Road and Civil Structure Data using Graph-based Methods
building authority	BIM checking software requirements in the scope of the building authority of Vienna
Building Energy Modeling	A Data Dictionary for the Building Energy Modeling Domain
Building Information Model(BIM)	Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing
Building Information Modeling	BIM checking software requirements in the scope of the building authority of Vienna Determination of light entry areas of windows for automated code compliance checking Digital Twins for Optimizing Facility Management and Retrofitting in Existing Buildings - Infrastructure Preparations and Challenges
Building Information Modeling (BIM)	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system A Review of BIM Maturity in Standards and Guidelines Across Asia
Building Information Modelling	From Automatic to Autonomous: A Large Language Model-driven Approach for Generic Building Compliance Checking BIM Information reliability consequences for digital permit checking Two Fundamental Questions Concerning BIM Data Representation for Machine Learning
Building Information Modelling (BIM)	A New Graph-based Approach for Building Information Query
building operation	Semantic zones for digital operations of open spaces using open-set object detection and spatial-sematic aggregation
building performance	Capturing building data for establishing digital twins of buildings for quick energy performance assessment
building permission process	BIM checking software requirements in the scope of the building authority of Vienna Determination of light entry areas of windows for automated code compliance checking
building permitting	Ontology Reuse in Building Permitting From Paperwork to the Frontiers of Knowledge and Technology: What Role Can GIS-BIM Integration Play in Building Permit Issuance?
Building products	Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings
BuildingSmart Data Dictionary	A Data Dictionary for the Building Energy Modeling Domain
Built Assets	A DevOps Approach for the Systematic Development and Evolution of Digital Twins of Built Assets
C
CAD/CAM systems	Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing
CAM	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
Carbon data	Information requirements over the asset lifecycle to include carbon into digital twin: A UK highway example
case study	Capturing building data for establishing digital twins of buildings for quick energy performance assessment From BIM to Cognitive Digital Twin
Circular Economy	Streamlining Level(s) circularity and cost indicators estimation using Digital Product Passports
Citizen science	IPD+C: co-creating projects through gaming as a service
CityGML	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
Classification	Neural Network for IFC class recognition
Co-creation	IPD+C: co-creating projects through gaming as a service
Code compliance checking	BIM properties for a Psychological-Based Code Compliance Checking for Mental Healthcare facilities BIM checking software requirements in the scope of the building authority of Vienna Determination of light entry areas of windows for automated code compliance checking
Cognitive Digital Twin (CDT)	From BIM to Cognitive Digital Twin
Common Data Environment	Towards a Common Digital Space: Proposing a Schema for Spatially Linking of Heterogeneous Resources
Community engagement	IPD+C: co-creating projects through gaming as a service
compliance checking	Advancements and Gaps in Information Compliance Checking (ICC) automation with Information Delivery Specification (IDS) Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Computational Design	Developing a Prototyping Model for the Built Environment: Lessons from an Evaporative Cooling Unit Case Study
Computational Design (CD)	Designing for the Extreme: Computational Strategies for Adaptable and Sustainable Housing in Northern Canada's Permafrost Regions
Computer Vision	A Computer Vision Approach for Monitoring of Construction Waste in Static Dumpsters
Concept Design	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction
Concrete element supply chain	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model
Configuration	Use case-based evaluation of a standardised product catalogue format for configuration
Construction	Efficient embodied carbon assessment and tracking using openBIM and blockchain Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction Modelling Patterns in Construction Labour Productivity Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
Construction 4.0	Evaluating the feasibility of smartwatches for allocating workers' time into workspaces on jobsites
Construction and Demolition Waste	A Computer Vision Approach for Monitoring of Construction Waste in Static Dumpsters
construction code compliance checking	From Paperwork to the Frontiers of Knowledge and Technology: What Role Can GIS-BIM Integration Play in Building Permit Issuance?
Construction Engineering	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Construction management education	Flexible knowledge mapping system for construction management and built environment research.
construction monitoring	ViTPoseActivity: A Multifaceted Computer Vision Approach to On-Site Activity Monitoring
construction progress	Automatic Inference of Construction Delays through Analysis of Weekly Progress Reports Using LLMs
Construction safety	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Construction sector	Methodology for Linking Industry Developed Ontology Modules
Construction Technology	Investigating the Dynamics of Technology Investments Through Startup Companies in the Construction Industry: A Pilot Study
Construction Training	Evaluating the Impact of MR and Tracking Technologies in Construction Assembly Training: A Pilot Study
Convolutional Neural Network (CNN)	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
Cost estimation	Cost estimation practices: a comparative analysis of traditional 5D BIM and IFC methods LLM based automatic relation between cost domain descriptions and IFC objects
Cross-Laminated Timber (CLT)	Designing for the Extreme: Computational Strategies for Adaptable and Sustainable Housing in Northern Canada's Permafrost Regions
Cross-system analysis	Enabling Comprehensive Querying of Road and Civil Structure Data using Graph-based Methods
Crowdsourcing	Crowdsourced Virtual Reality-based Experiment in Pedestrian and Evacuation Dynamics
Cultural Heritage	Level of Information Need in Heritage Building Management: a case study in Morocco
D
Data Analysis	Exploring the Impact of Data Selection to Support Development of Predicitve Twins
Data architecture	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model
Data management	Streamlining Level(s) circularity and cost indicators estimation using Digital Product Passports
data streaming	An Online Data Streaming Quality Detection Algorithm to Support Digital Twins From BIM to Cognitive Digital Twin
Decision-making	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M Investigating the Dynamics of Technology Investments Through Startup Companies in the Construction Industry: A Pilot Study
Delays	Automatic Inference of Construction Delays through Analysis of Weekly Progress Reports Using LLMs
Design phase	Fire resistance assessment of building structures: performance-based approach in a BIM environment
DevOps	A DevOps Approach for the Systematic Development and Evolution of Digital Twins of Built Assets
digital authentication	Exploring the digital authentication of built asset information models at the object level
Digital Building Logbook	Ontology-enabled Digital Building Logbooks for Facility Management
Digital Building Permit Checking	BIM Information reliability consequences for digital permit checking
Digital Fabrication	Developing a Prototyping Model for the Built Environment: Lessons from an Evaporative Cooling Unit Case Study
Digital Model	A New Graph-based Approach for Building Information Query
digital signature	Exploring the digital authentication of built asset information models at the object level
Digital Transformation	Digital Twin in Facility Management: a survey to determine the market perception in adopting digital technologies Defining Digital Twin Use Cases in the AECO Industry – A Data Schema Exploring a Holistic Framework for Digital Transformation in the AECO Industry
Digital Twin	Information requirements over the asset lifecycle to include carbon into digital twin: A UK highway example Digital Twin Framework for Integrating Machine Learning for Energy Consumption Prediction in the Built Environment A DevOps Approach for the Systematic Development and Evolution of Digital Twins of Built Assets Digital Twin in Facility Management: a survey to determine the market perception in adopting digital technologies An Online Data Streaming Quality Detection Algorithm to Support Digital Twins Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings Digital Twins for Optimizing Facility Management and Retrofitting in Existing Buildings - Infrastructure Preparations and Challenges Capturing building data for establishing digital twins of buildings for quick energy performance assessment Semantic zones for digital operations of open spaces using open-set object detection and spatial-sematic aggregation From BIM to Cognitive Digital Twin
Digital Twin Construction	Integrated Digital Twin Framework for Adaptive Production Planning and Control in Precast Construction ViTPoseActivity: A Multifaceted Computer Vision Approach to On-Site Activity Monitoring
Digital Twin for Construction Safety	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Digital Twins	AN EXTENSIBLE, SERVICE ORIENTED DIGITAL TWINNING FRAMEWORK TO ENABLE IMPLEMENTATION PLANNING AND CAPABILITY DEVELOPMENT IN THE BUILT ASSET INDUSTRY Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
Digital Twins Maturity	Transformative Potential of Next-Generation Digital Twins in the AECO Industry: Digital Twins Terms and Maturity Models
Digital-Physical Coupling	AN EXTENSIBLE, SERVICE ORIENTED DIGITAL TWINNING FRAMEWORK TO ENABLE IMPLEMENTATION PLANNING AND CAPABILITY DEVELOPMENT IN THE BUILT ASSET INDUSTRY
Digitalisation	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing Ontology-enabled Digital Building Logbooks for Facility Management Digitalizing Tolerance Management for Prefabricated HVAC Elements: A Case Study in Construction
Digitalization of the built asset industry	AN EXTENSIBLE, SERVICE ORIENTED DIGITAL TWINNING FRAMEWORK TO ENABLE IMPLEMENTATION PLANNING AND CAPABILITY DEVELOPMENT IN THE BUILT ASSET INDUSTRY
digitization	Possible Futures for Lean Construction: A Scenario Analysis for Germany
Diminished Reality	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
E
education	An Open Platform for Building Information Modeling (BIM) Education: Conceptual Framework and Potential Impact
Efficiency	Streamlining Level(s) circularity and cost indicators estimation using Digital Product Passports
Embodied carbon	Efficient embodied carbon assessment and tracking using openBIM and blockchain
Energy consumption	Digital Twin Framework for Integrating Machine Learning for Energy Consumption Prediction in the Built Environment
energy efficiency	Enhancement of Building Façade Inspection Through AI and UAV Technology
energy renovation	Experimenting automatic generation of energy renovation scenarios with ontology reasoning.
Engineer to Order (ETO)	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model
Engineering education	Flexible knowledge mapping system for construction management and built environment research.
Environmental Impacts Assessment	Evaluation of Theory and Practices for Assessing Local Environmental Impacts in Construction Projects
F
Fabrication	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction
Facility and asset management	Digital Twin Framework for Integrating Machine Learning for Energy Consumption Prediction in the Built Environment
Facility Management	Digital Twin in Facility Management: a survey to determine the market perception in adopting digital technologies
fault detection	An Online Data Streaming Quality Detection Algorithm to Support Digital Twins Exploring the Impact of Data Selection to Support Development of Predicitve Twins
façade	Enhancement of Building Façade Inspection Through AI and UAV Technology
Fire Safety	Ontology Reuse in Building Permitting
G
Gaming	IPD+C: co-creating projects through gaming as a service
generalized LLM-augmented BIM framework	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system
Generative Adversarial Network (GAN)	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
Generative AI	Generative project question answering system: triangulating three approaches for project authoring
Geographic Information System (GIS)	A New Graph-based Approach for Building Information Query
Geometry	From Geometry to Semantics: Elevating Building Model Semantics with Geometric Intelligence
Graph learning	Two Fundamental Questions Concerning BIM Data Representation for Machine Learning
Graph representation	Two Fundamental Questions Concerning BIM Data Representation for Machine Learning
Graph-based methods	Enabling Comprehensive Querying of Road and Civil Structure Data using Graph-based Methods
Green Public Procurement	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
H
Harmonised Requirements	An end-to-end Asset Life Cycle Knowledge Graph
Hazard prevention	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Heterogenous Data	Towards a Common Digital Space: Proposing a Schema for Spatially Linking of Heterogeneous Resources
High Volume/Low Product Mix (HVLM)	Digitalizing Tolerance Management for Prefabricated HVAC Elements: A Case Study in Construction
Highway asset	Information requirements over the asset lifecycle to include carbon into digital twin: A UK highway example
Historical Building Information Modeling	Level of Information Need in Heritage Building Management: a case study in Morocco
human collaboration	Possible Futures for Lean Construction: A Scenario Analysis for Germany
Human-Robot Collaboration	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
HVAC prefabrication	Digitalizing Tolerance Management for Prefabricated HVAC Elements: A Case Study in Construction
I
IDM	Transforming National Guidelines into Operable Solutions in IFC: Case Study of REB 22.001
IDS	Implementing IDS encoding for a BIM object standard based on model uses Use case for Automated Code Compliance Checking of Accessibility Rules in BIM models using the IDS standard
IDS process model	Advancements and Gaps in Information Compliance Checking (ICC) automation with Information Delivery Specification (IDS)
IFC	Advancements and Gaps in Information Compliance Checking (ICC) automation with Information Delivery Specification (IDS) Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure Transforming National Guidelines into Operable Solutions in IFC: Case Study of REB 22.001 Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data Building Management System and IoT technology: data analysis and standard communication protocols for Building Information Modeling Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction 3D segmentation and classification of voxelized IFC building models with Deep Learning Use case-based evaluation of a standardised product catalogue format for configuration Exploring the digital authentication of built asset information models at the object level Neural Network for IFC class recognition Multiple schema integration trough a common intermediate model: a floorplan extraction case study
IfcOWL	Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data
Immersive Learning	Evaluating the Impact of MR and Tracking Technologies in Construction Assembly Training: A Pilot Study
Implementation	Exploring a Holistic Framework for Digital Transformation in the AECO Industry
Indigenous	Designing for the Extreme: Computational Strategies for Adaptable and Sustainable Housing in Northern Canada's Permafrost Regions
IndoorGML	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
Industry Foundation Classes	Cost estimation practices: a comparative analysis of traditional 5D BIM and IFC methods A Data Dictionary for the Building Energy Modeling Domain
Industry Foundation Classes (IFC)	A New Graph-based Approach for Building Information Query Efficient embodied carbon assessment and tracking using openBIM and blockchain LLM based automatic relation between cost domain descriptions and IFC objects
Industry meets Research
Industry survey	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Information Management	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure Maturity Model for Building Information Management and Security. Exploring a Holistic Framework for Digital Transformation in the AECO Industry
Information models	Methodology for Linking Industry Developed Ontology Modules
Information Requirements	Advancements and Gaps in Information Compliance Checking (ICC) automation with Information Delivery Specification (IDS) BIM Information reliability consequences for digital permit checking
Information Security	Maturity Model for Building Information Management and Security.
Infrastructure	Enabling Comprehensive Querying of Road and Civil Structure Data using Graph-based Methods
Innovation	Investigating the Dynamics of Technology Investments Through Startup Companies in the Construction Industry: A Pilot Study
inspection	Enhancement of Building Façade Inspection Through AI and UAV Technology
Integrated Project Delivery	AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework
Integration	Exploring a Holistic Framework for Digital Transformation in the AECO Industry
Interoperability	Cost estimation practices: a comparative analysis of traditional 5D BIM and IFC methods Ontology-enabled Digital Building Logbooks for Facility Management Methodology for Linking Industry Developed Ontology Modules
interpret-fill-match-structure-execute-check	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system
Investment	Investigating the Dynamics of Technology Investments Through Startup Companies in the Construction Industry: A Pilot Study
IoT	Building Management System and IoT technology: data analysis and standard communication protocols for Building Information Modeling Digital Twins for Optimizing Facility Management and Retrofitting in Existing Buildings - Infrastructure Preparations and Challenges
IPD	IPD+C: co-creating projects through gaming as a service
ISO 19650	A Review of BIM Maturity in Standards and Guidelines Across Asia
K
Knowledge Discovery	A New Graph-based Approach for Building Information Query
Knowledge Graphs	An end-to-end Asset Life Cycle Knowledge Graph IPD+C: co-creating projects through gaming as a service
Knowledge management	Generative project question answering system: triangulating three approaches for project authoring
KPIs	Fire resistance assessment of building structures: performance-based approach in a BIM environment
L
Labeled Property Graph	A New Graph-based Approach for Building Information Query
labor productivity	ViTPoseActivity: A Multifaceted Computer Vision Approach to On-Site Activity Monitoring
Large Language Model	From Automatic to Autonomous: A Large Language Model-driven Approach for Generic Building Compliance Checking
large language model (LLM)	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system
Large language models	Flexible knowledge mapping system for construction management and built environment research. Generative project question answering system: triangulating three approaches for project authoring
large language models (LLM)	Automatic Inference of Construction Delays through Analysis of Weekly Progress Reports Using LLMs LLM based automatic relation between cost domain descriptions and IFC objects
lca	Ranking domain data sources which influence building circularity passports
Lean	Integrated Digital Twin Framework for Adaptive Production Planning and Control in Precast Construction
Lean and Safe Construction Site Layout Planning	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
lean construction	Possible Futures for Lean Construction: A Scenario Analysis for Germany
Learning	Modelling Patterns in Construction Labour Productivity
Learning Capabilities	Transformative Potential of Next-Generation Digital Twins in the AECO Industry: Digital Twins Terms and Maturity Models
Level of Information Need	Level of Information Need in Heritage Building Management: a case study in Morocco
Level of information need (LOIN)	Methodology for Linking Industry Developed Ontology Modules
Life Cycle Analysis	An end-to-end Asset Life Cycle Knowledge Graph
Life cycle assessment (LCA)	Efficient embodied carbon assessment and tracking using openBIM and blockchain
Light exposure	Determination of light entry areas of windows for automated code compliance checking
Linked Data	Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data A Data Dictionary for the Building Energy Modeling Domain
Literature Review	A literature review on analytical methods in construction master scheduling to generate a competitive advantage
Local Issues	Evaluation of Theory and Practices for Assessing Local Environmental Impacts in Construction Projects
M
Machine learning	Digital Twin Framework for Integrating Machine Learning for Energy Consumption Prediction in the Built Environment Exploring the Impact of Data Selection to Support Development of Predicitve Twins Two Fundamental Questions Concerning BIM Data Representation for Machine Learning
Maintenance planning	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M
Manufacturing Bill of Materials (M-BOM)	Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing
manufacturing industry	Product Data Provision from Manufacturers to the Construction Industry: A Scoping Literature Review and Case Study Analysis
Manufacturing to the Stock (MTS)	Digitalizing Tolerance Management for Prefabricated HVAC Elements: A Case Study in Construction
Master Scheduling	A literature review on analytical methods in construction master scheduling to generate a competitive advantage
material passport	Ranking domain data sources which influence building circularity passports
Material Requirements Planning (MRP)	Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing
Measurement	Modelling Patterns in Construction Labour Productivity
Mental Health Facilities	BIM properties for a Psychological-Based Code Compliance Checking for Mental Healthcare facilities
MEP	Use case-based evaluation of a standardised product catalogue format for configuration
Metadata model	Advancing Digitalization in Construction Through Automated Metadata Management and Machine Data Processing
methodology	Ranking domain data sources which influence building circularity passports
Mixed Methods	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Mixed Reality	Evaluating the Impact of MR and Tracking Technologies in Construction Assembly Training: A Pilot Study
Model Predictive Control	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies
modeling	Capturing building data for establishing digital twins of buildings for quick energy performance assessment
Modular	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction
Modular ontology modeling	Methodology for Linking Industry Developed Ontology Modules
multi-schema integration	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
Multimodal inputs	Optimizing Email Classification in Construction industry through a Multimodal NLP Approach
MVD	Transforming National Guidelines into Operable Solutions in IFC: Case Study of REB 22.001
N
Natural Language Generation (NLG)	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Natural Language Processing (NLP)	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system Optimizing Email Classification in Construction industry through a Multimodal NLP Approach Automatic Inference of Construction Delays through Analysis of Weekly Progress Reports Using LLMs LLM based automatic relation between cost domain descriptions and IFC objects A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Natural Language Understanding (NLU)	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
Neural Network	Neural Network for IFC class recognition
Next-Generation Digital Twins	Transformative Potential of Next-Generation Digital Twins in the AECO Industry: Digital Twins Terms and Maturity Models
O
Object	Implementing IDS encoding for a BIM object standard based on model uses
Object detection	Semantic zones for digital operations of open spaces using open-set object detection and spatial-sematic aggregation
off-site construction	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
Ontologies	Ontology Reuse in Building Permitting
Ontology	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M
open source	An Open Platform for Building Information Modeling (BIM) Education: Conceptual Framework and Potential Impact
openBIM	Advancements and Gaps in Information Compliance Checking (ICC) automation with Information Delivery Specification (IDS) An Open Platform for Building Information Modeling (BIM) Education: Conceptual Framework and Potential Impact
OpenStreetMap	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
Optimization	Integrated Digital Twin Framework for Adaptive Production Planning and Control in Precast Construction
P
Pathology Diagnosis	Level of Information Need in Heritage Building Management: a case study in Morocco
Pedestrian and evacuation dynamics	Crowdsourced Virtual Reality-based Experiment in Pedestrian and Evacuation Dynamics
Performance-based approach	Fire resistance assessment of building structures: performance-based approach in a BIM environment
Personalized learning and feedback	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
PIM	Product Data Provision from Manufacturers to the Construction Industry: A Scoping Literature Review and Case Study Analysis
Plan-Do-Check-Act Cycle	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
platform	An Open Platform for Building Information Modeling (BIM) Education: Conceptual Framework and Potential Impact
Platforms	Exploring a Holistic Framework for Digital Transformation in the AECO Industry
Precast Construction	Integrated Digital Twin Framework for Adaptive Production Planning and Control in Precast Construction
Prediction	Digital Twin Framework for Integrating Machine Learning for Energy Consumption Prediction in the Built Environment
Predictive Maintenance	Exploring the Impact of Data Selection to Support Development of Predicitve Twins
Prefabrication	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction
Preservation	Level of Information Need in Heritage Building Management: a case study in Morocco
Proactive monitoring and control	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Proactive personalized feedback and control	Digital Twin for Construction Safety Modules in the Plan-Do-Check-Act Cycle of Events and Information Exchange
Process modelling	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
Process Models	Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data
product data	Product Data Provision from Manufacturers to the Construction Industry: A Scoping Literature Review and Case Study Analysis
product data catalogue	Use case-based evaluation of a standardised product catalogue format for configuration
Product Information	Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings
Production Planning and Control	Integrated Digital Twin Framework for Adaptive Production Planning and Control in Precast Construction
Productivity	Modelling Patterns in Construction Labour Productivity Evaluating the feasibility of smartwatches for allocating workers' time into workspaces on jobsites
Project authoring	Generative project question answering system: triangulating three approaches for project authoring
prompt engineering	LLM based automatic relation between cost domain descriptions and IFC objects
Prototyping	Developing a Prototyping Model for the Built Environment: Lessons from an Evaporative Cooling Unit Case Study
Python	Building Management System and IoT technology: data analysis and standard communication protocols for Building Information Modeling
R
RDF	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data
REB 22.001	Transforming National Guidelines into Operable Solutions in IFC: Case Study of REB 22.001
Recent Developments
renovation	Ranking domain data sources which influence building circularity passports
Revit	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction
road quantities	Transforming National Guidelines into Operable Solutions in IFC: Case Study of REB 22.001
Roads	Enabling Comprehensive Querying of Road and Civil Structure Data using Graph-based Methods
S
safety	Enhancement of Building Façade Inspection Through AI and UAV Technology
Safety in buildings	Fire resistance assessment of building structures: performance-based approach in a BIM environment
Scaffolding systems	BIM for Temporary Works
scenario technique	Possible Futures for Lean Construction: A Scenario Analysis for Germany
Science and Standards
Scientific research	Flexible knowledge mapping system for construction management and built environment research.
Semantic Enrichment	From Geometry to Semantics: Elevating Building Model Semantics with Geometric Intelligence
Semantic technologies	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M
Semantic Web	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies Ontology Reuse in Building Permitting Experimenting automatic generation of energy renovation scenarios with ontology reasoning.
Semi-structured Interviews	A mixed methods approach for investigating the Applications of Natural Language Processing (NLP) in Construction industry
sensor technology	Digital Twins for Optimizing Facility Management and Retrofitting in Existing Buildings - Infrastructure Preparations and Challenges
Service-oriented framework	AN EXTENSIBLE, SERVICE ORIENTED DIGITAL TWINNING FRAMEWORK TO ENABLE IMPLEMENTATION PLANNING AND CAPABILITY DEVELOPMENT IN THE BUILT ASSET INDUSTRY
SHACL	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies
simulation	Capturing building data for establishing digital twins of buildings for quick energy performance assessment
Single-piece flow	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model
Skill Acquisition	Evaluating the Impact of MR and Tracking Technologies in Construction Assembly Training: A Pilot Study
Smart Contract	Efficient embodied carbon assessment and tracking using openBIM and blockchain AI-Enabled Smart Contracts in Building Information Modelling (BIM) For Unified Project Execution: A Theoretical Framework
SOSA/SSN	Portable Model Predictive Controller System Design for Demand Side Management using Semantic Web Technologies
Spatial Linking	Towards a Common Digital Space: Proposing a Schema for Spatially Linking of Heterogeneous Resources
speech-to-BIM	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system
Standards	Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
Strategic Planning	A literature review on analytical methods in construction master scheduling to generate a competitive advantage
Structural fire resistance	Fire resistance assessment of building structures: performance-based approach in a BIM environment
Structured Query Language (SQL)	LLM based automatic relation between cost domain descriptions and IFC objects
Supply Chain Visibility	A Computer Vision Approach for Monitoring of Construction Waste in Static Dumpsters
sustainability	Digital building documentation as a basis for the sustainable and resource-saving construction, operation and dismantling of buildings Possible Futures for Lean Construction: A Scenario Analysis for Germany Enhancement of Building Façade Inspection Through AI and UAV Technology
Sustainability Declarations	An end-to-end Asset Life Cycle Knowledge Graph
T
Takt production	Challenges and Opportunities in Digitalizing Concrete Element Supply Chains: A Case Study and Proposed National Model
Technology Adoption	Investigating the Dynamics of Technology Investments Through Startup Companies in the Construction Industry: A Pilot Study
Temporary Works	BIM for Temporary Works
Text mining	Generative project question answering system: triangulating three approaches for project authoring
text-to-BIM	A Generalized LLM-Augmented BIM Framework: Application to a Speech-to-BIM system
Timber Structures	Developing a Prototyping Model for the Built Environment: Lessons from an Evaporative Cooling Unit Case Study
Time Scheduling	Implementation of IFC-based process models for collaborative management of temporal scheduling through Linked Data
Tolerance management	Digitalizing Tolerance Management for Prefabricated HVAC Elements: A Case Study in Construction
Tracking Technologies	Evaluating the Impact of MR and Tracking Technologies in Construction Assembly Training: A Pilot Study
Twin transition	Streamlining Level(s) circularity and cost indicators estimation using Digital Product Passports
U
UAVs	Enhancement of Building Façade Inspection Through AI and UAV Technology
UML	Multiple schema integration trough a common intermediate model: a floorplan extraction case study
Use Case Definition	Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
Use Cases	Defining Digital Twin Use Cases in the AECO Industry – A Data Schema
V
Value chain	Streamlining Level(s) circularity and cost indicators estimation using Digital Product Passports
Virtual reality	Crowdsourced Virtual Reality-based Experiment in Pedestrian and Evacuation Dynamics
Visibility Enhancement	Enhancing the Visibility During Human-Robot Collaborative Assembly Using Deep Learning-based Diminished Reality
vision transformers	ViTPoseActivity: A Multifaceted Computer Vision Approach to On-Site Activity Monitoring
Voxels	3D segmentation and classification of voxelized IFC building models with Deep Learning
W
Waste management	Promoting Green Public Procurement: Information Modelling and Management for a model-based and open-source waste management evaluation in the Italian Design-Build procedure
Water treatment plant	Ontology-based Conversational AI for Water Treatment Plant Asset Management and O&M
Wearables sensors (WS)	Evaluating the feasibility of smartwatches for allocating workers' time into workspaces on jobsites
weekly reports	Automatic Inference of Construction Delays through Analysis of Weekly Progress Reports Using LLMs
Work Sampling	Evaluating the feasibility of smartwatches for allocating workers' time into workspaces on jobsites
Workflows	Implementing BIM Workflows in Prefabricated Modular Construction: From Conceptual Design to Construction

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