A knowledge-based risk management tool for construction projects using case-based reasoning

O Okudan, C Budayan, I Dikmen - Expert Systems with Applications, 2021 - Elsevier
Construction projects are often deemed as complex and high-risk endeavours, mostly
because of their vulnerability to external conditions as well as project-related uncertainties …

Case-based reasoning approach to construction safety hazard identification: Adaptation and utilization

YM Goh, DKH Chua - Journal of Construction Engineering and …, 2010 - ascelibrary.org
Risk assessment, consisting of hazard identification and risk analysis, is an important
process that can prevent costly incidents. However, due to operational pressures and lack of …

Generating project risk response strategies based on CBR: A case study

ZP Fan, YH Li, Y Zhang - Expert Systems with Applications, 2015 - Elsevier
Risk response is an important work in project risk management (PRM). To generate project
risk response strategies, retrieving and reusing information and knowledge of the similar …

Retrieving similar cases for construction project risk management using Natural Language Processing techniques

Y Zou, A Kiviniemi, SW Jones - Automation in construction, 2017 - Elsevier
Case-based reasoning (CBR) is an important approach in construction project risk
management. It emphasises that previous knowledge and experience of accidents and risks …

Case‐based reasoning in construction management

NJ Yau, JB Yang - Computer‐Aided Civil and Infrastructure …, 1998 - Wiley Online Library
Case‐based reasoning (CBR) is a highly effective technique in the artificial intelligence (AI)
domain capable of solving or providing suggestions for the current problem by storing and …

The application of case-based reasoning in construction management research: An overview

X Hu, B Xia, M Skitmore, Q Chen - Automation in Construction, 2016 - Elsevier
Case-based reasoning (CBR) has been widely adopted in construction management (CM)
research due to the similar mind-sets of CBR and CM problem solving. However, to date …

Developing a case-based reasoning model for safety accident pre-control and decision making in the construction industry

Y Su, S Yang, K Liu, K Hua, Q Yao - International journal of environmental …, 2019 - mdpi.com
Case-based reasoning (CBR) has been extensively employed in various construction
management areas, involving construction cost prediction, duration estimation, risk …

Learning from risks: A tool for post-project risk assessment

I Dikmen, MT Birgonul, C Anac, JHM Tah… - Automation in …, 2008 - Elsevier
Risk management (RM) comprises of risk identification, risk analysis, response planning,
monitoring and action planning tasks that are carried out throughout the life cycle of a project …

Case-based reasoning for construction hazard identification: Case representation and retrieval

YM Goh, DKH Chua - Journal of Construction Engineering and …, 2009 - ascelibrary.org
This paper proposes a case-based reasoning (CBR) approach to construction hazard
identification that facilitates systematic feedback of past knowledge in the form of incident …

Risk management in construction projects: a knowledge-based approach

AF Serpella, X Ferrada, R Howard, L Rubio - Procedia-Social and …, 2014 - Elsevier
One of the major roles undertaken by a project manager is the management of the risk of a
project. However, this duty is particularly complex and inefficient if good risk management …