Methodology for Project Risk Assessment of Building Construction Projects Using Bayesian Belief Networks

贝叶斯网络 订单(交换) 风险分析(工程) 风险评估 付款 业务 项目风险管理 精算学 估计 工程类 计算机科学 项目管理 财务 计算机安全 项目管理三角形 系统工程 人工智能
作者
Onengiyeofori Odimabo,Chike F. Oduoza,Subashini Suresh
出处
期刊:International Journal of Construction Engineering and Management [Scientific and Academic Publishing]
卷期号:6 (6): 221-234 被引量:1
标识
DOI:10.5923/j.ijcem.20170606.01
摘要

The study aims to establish a risk assessment methodology to improve the performance of building construction projects especially in developing countries. A survey of randomly selected samples to evaluate risk factors experienced by construction practitioners was conducted based on the likelihood of occurrence and impacts on projects. A response rate of 53% comprising 305 contractors and subcontractors and 38 clients was received. Risk Acceptability Matrix (RAM) was used to rank/prioritise risk factors in order to determine critical risks that could affect building construction projects especially in developing countries. Bayesian Belief Network was then constructed by structural learning and used to appreciate the relationship amongst the risk factors. Results showed that critical risks affecting building construction projects were mainly improper construction methods, poor communication between involved parties, supplies of defective materials, delayed payment in contracts, fluctuation of materials prizes and unsuitable leadership style.
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