Information transformation and automated reasoning for automated compliance checking in construction

J Zhang, NM El-Gohary - Computing in civil engineering (2013), 2013 - ascelibrary.org
This paper presents a new approach for automated compliance checking in the construction
domain. The approach utilizes semantic modeling, semantic Natural Language Processing …

Automated information transformation for automated regulatory compliance checking in construction

J Zhang, NM El-Gohary - Journal of Computing in Civil Engineering, 2015 - ascelibrary.org
To fully automate regulatory compliance checking of construction projects, regulatory
requirements need to be automatically extracted from various construction regulatory …

Integrating semantic NLP and logic reasoning into a unified system for fully-automated code checking

J Zhang, NM El-Gohary - Automation in construction, 2017 - Elsevier
Existing automated compliance checking (ACC) systems are limited in their automation; they
rely on the use of hard-coded, proprietary rules for representing regulatory requirements …

Automated reasoning for regulatory compliance checking in the construction domain

J Zhang, NM El-Gohary - … Congress 2014: Construction in a Global …, 2014 - ascelibrary.org
Automating the process of compliance checking is expected to reduce the time and cost of
the process, as well as reduce the probability of making compliance assessment errors …

Semantic NLP-based information extraction from construction regulatory documents for automated compliance checking

J Zhang, NM El-Gohary - Journal of Computing in Civil Engineering, 2016 - ascelibrary.org
Automated regulatory compliance checking requires automated extraction of requirements
from regulatory textual documents and their formalization in a computer-processable rule …

Rule capture of automated compliance checking of building requirements: a review

Z Zhang, L Ma, T Broyd - Proceedings of the Institution of Civil …, 2023 - icevirtuallibrary.com
In the architectural, engineering and construction industry, building design needs to be
checked against regulations before it can be finalised and progress to the construction …

Automated regulatory information extraction from building codes: Leveraging syntactic and semantic information

J Zhang, N El-Gohary - … 2012: Construction Challenges in a Flat …, 2012 - ascelibrary.org
Manual regulatory compliance checking of construction projects is usually time-consuming
and error-prone. There have been efforts both in academia and industry to automate this …

Regulatory information transformation ruleset expansion to support automated building code compliance checking

X Xue, J Zhang - Automation in Construction, 2022 - Elsevier
The traditional building code compliance checking process mainly relies on design
reviewers to review design documents or models manually. The intensive manual effort …

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

R Zhang, N El-Gohary - 2019 Canadian Society for Civil …, 2019 - experts.illinois.edu
Most of the existing automated code compliance checking (ACC) methods are unable to fully
automatically convert complex building-code requirements into computer-processable …

Semantic-based logic representation and reasoning for automated regulatory compliance checking

J Zhang, NM El-Gohary - Journal of Computing in Civil Engineering, 2017 - ascelibrary.org
Existing automated compliance checking (ACC) efforts are limited in their automation and
reasoning capabilities; the state of the art in ACC still uses ad hoc reasoning …