Autonomous complex knowledge mining and graph representation through natural language processing and transfer learning

Knowledge-informed semantic alignment and rule interpretation for automated compliance checking

(2022) Zhe Zheng et al.   AUTOMATION IN CONSTRUCTION

Integrating NLP and context-free grammar for complex rule interpretation towards automated compliance checking

(2022) Yu-Cheng Zhou et al.   COMPUTERS IN INDUSTRY

Knowledge modeling: A survey of processes and techniques

(2021) Wei Yun et al.   INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS

Ontology and rule-based natural language processing approach for interpreting textual regulations on underground utility infrastructure

(2021) Xin Xu et al.   ADVANCED ENGINEERING INFORMATICS

Building product ontology: Core ontology for Linked Building Product Data

(2021) Anna Wagner et al.   AUTOMATION IN CONSTRUCTION

An ontology to support flow system descriptions from design to operation of buildings

(2021) Ville Kukkonen et al.   AUTOMATION IN CONSTRUCTION

BOT: The building topology ontology of the W3C linked building data group

(2020) Mads Holten Rasmussen et al.   Semantic Web

Part-of-speech tagging of building codes empowered by deep learning and transformational rules

(2020) Xiaorui Xue et al.   ADVANCED ENGINEERING INFORMATICS

Deep learning-based extraction of construction procedural constraints from construction regulations

(2019) Botao Zhong et al.   ADVANCED ENGINEERING INFORMATICS

Brick : Metadata schema for portable smart building applications

(2018) Bharathan Balaji et al.   APPLIED ENERGY

BIM log mining: Discovering social networks

(2018) Limao Zhang et al.   AUTOMATION IN CONSTRUCTION

EXPRESS to OWL for construction industry: Towards a recommendable and usable ifcOWL ontology

(2016) Pieter Pauwels et al.   AUTOMATION IN CONSTRUCTION

Ontology-Based Multilabel Text Classification of Construction Regulatory Documents

(2016) Peng Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Semantic Text Classification for Supporting Automated Compliance Checking in Construction

(2016) Dareen M. Salama et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Semantic NLP-Based Information Extraction from Construction Regulatory Documents for Automated Compliance Checking

(2016) Jiansong Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Domain-Specific Hierarchical Text Classification for Supporting Automated Environmental Compliance Checking

(2016) Peng Zhou et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Integrating Natural Language Processing and Spatial Reasoning for Utility Compliance Checking

(2016) Shuai Li et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Integrating Natural Language Processing and Spatial Reasoning for Utility Compliance Checking

(2016) Shuai Li et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

A rule-based semantic approach for automated regulatory compliance in the construction sector

(2015) T.H. Beach et al.   EXPERT SYSTEMS WITH APPLICATIONS

Automated Information Transformation for Automated Regulatory Compliance Checking in Construction

(2015) Jiansong Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Ontology-based information extraction of regulatory networks from scientific articles with case studies for Escherichia coli

(2013) Antonio Moreno et al.   EXPERT SYSTEMS WITH APPLICATIONS

Design and evaluation of an ontology based information extraction system for radiological reports

(2010) Ergin Soysal et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An ontology-based approach for formalisation and semantic organisation of conformance requirements in construction

(2009) Anastasiya Yurchyshyna et al.   AUTOMATION IN CONSTRUCTION

Automatic rule-based checking of building designs

(2009) C. Eastman et al.   AUTOMATION IN CONSTRUCTION

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING