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Abeid, J N (2000) Photo-net: An integrated system for controlling the progress of construction activities, Unpublished PhD Thesis, , Illinois Institute of Technology.

Al-Musallam, A A (2002) A web-based approach for coordinating architectural drawings with other construction documents, Unpublished PhD Thesis, , Illinois Institute of Technology.

Al-Sobiei, O S (2001) Assessment of risk allocation in construction projects, Unpublished PhD Thesis, , Illinois Institute of Technology.

  • Type: Thesis
  • Keywords: surety; construction project; risk assessment; owner; Saudi Arabia; United States; neural network
  • ISBN/ISSN:
  • URL: https://www.proquest.com/docview/304697904
  • Abstract:
    The objective of this study was to provide owners with a systematic analytical approach to identify, analyze, and manage activities associated with risks in construction projects. In developing this approach, attention was given to the predicting stage utilizing neural network technology. Predicting the risk events is expected to reduce the expenses associated with risky activities. Risk assessment is a difficult process in construction projects. The risk assessment model suggested by the researcher provides the owner with an effective and systematic framework for quantitatively identifying, evaluating, and responding to risk in construction. The prototype designed to conduct construction risk assessment used the NeuroShell Predictor software. Contractor default is one of the most costly activities that are associated with risk. A prototype was developed to predict the likelihood of contractor default and the expected amount of loss in case of default. The level of success for this model depends on the availability of raw data concerning defaulted contractors, the projects where the defaults occurred and the environmental (economic, regional, social, etc. ) conditions. Two sets of data were used in this prototype. One of them was extracted from the files of a public owner in Saudi Arabia, where the surety bond is not used. The other set of data was extracted from the files of a major Surety Company in United States. A neural network was trained using these two sets of data. Then, the network was tested to demonstrate its capability to predict contractor default. At the end of the study, a recommendation was drawn from the results and a risk allocation flowchart was presented.

Alavipour, S M (2017) Project scheduling using optimized financing, Unpublished PhD Thesis, , Illinois Institute of Technology.

Alkoud, A (2023) Investigating the impact of tall building ordinances (TBOs) on the evolution of ultra-tall buildings typology: Case studies in Chicago and Dubai, Unpublished PhD Thesis, , Illinois Institute of Technology.

Alothaimeen, I (2018) Multi-objective optimization for LEED: New construction using genetic algorithms, Unpublished PhD Thesis, , Illinois Institute of Technology.

Barbarosoglu, B V (2018) Early detection of maintainability issues in MEP systems using BIM, Unpublished PhD Thesis, , Illinois Institute of Technology.

Chotibhongs, R (2011) Managing the bidding process for the construction owner-detection and prevention of unbalanced bids and collusive bids, Unpublished PhD Thesis, , Illinois Institute of Technology.

Gunaydin, H M (1999) Impact of information technologies on project management functions, Unpublished PhD Thesis, , Illinois Institute of Technology.

Gunhan, S M (2003) Foreign market entry decision model for construction companies, Unpublished PhD Thesis, , Illinois Institute of Technology.

Hanioglu, M N (2014) Influence of owner-organization impression and contract framing on construction contractors' risk perceptions, Unpublished PhD Thesis, , Illinois Institute of Technology.

Ibrahim Mahmoud, M M (2005) An xml initiative of transferring architectural information to the construction site based on the BIM object concept, Unpublished PhD Thesis, , Illinois Institute of Technology.

Kale, S (1999) Competitive advantage in the construction industry: Firm-specific resources and strategy, Unpublished PhD Thesis, , Illinois Institute of Technology.

Kaplanoglu, S B (2007) Impact of pre-project peer review on project success, Unpublished PhD Thesis, , Illinois Institute of Technology.

Kleps, S M (2013) Impact of workflow disruptions, project characteristics and foremen characteristics on improvisational decisions and actions on construction sites, Unpublished PhD Thesis, , Illinois Institute of Technology.

Koksal, A (2002) Predicting the development of decline in construction companies, Unpublished PhD Thesis, , Illinois Institute of Technology.

Le, K T (2017) Material inventory control and management system in construction using GIS applications and a "hybrid" tracking system, Unpublished PhD Thesis, , Illinois Institute of Technology.

Lee, D-E (2004) Construction business automation system (CBAS), Unpublished PhD Thesis, , Illinois Institute of Technology.

Lee, S H (2010) Optimal highway investment decision-making under risk and uncertainty, Unpublished PhD Thesis, , Illinois Institute of Technology.

Ma, L (2022) A BIM-based life cycle assessment tool of embodied energy and environmental impacts of reinforced concrete tall buildings, Unpublished PhD Thesis, , Illinois Institute of Technology.

Mochtar, K (2000) Market-based pricing in construction, Unpublished PhD Thesis, , Illinois Institute of Technology.

Pandey, A R (2016) Heuristic decision-making model for electrical foremen when workflow is disrupted, Unpublished PhD Thesis, , Illinois Institute of Technology.

Pulket, T (2008) Universal prediction model for construction litigation, Unpublished PhD Thesis, , Illinois Institute of Technology.

Rashed, A (2022) Influence of internal factors in construction organizations on the implementation of integrated project delivery viewed from the organizational change theory, Unpublished PhD Thesis, , Illinois Institute of Technology.

Riad, N I (1990) MODA: An expert system for managing owner-directed acceleration, Unpublished PhD Thesis, , Illinois Institute of Technology.

Rujirayanyong, T (2004) Data warehousing for construction, Unpublished PhD Thesis, , Illinois Institute of Technology.

Saleh, E (2020) A risk-based approach in selecting design natural hazard loads for temporary structures, Unpublished PhD Thesis, , Illinois Institute of Technology.

Suh, K (1993) RUSS: A scheduling system for repetitive-unit construction using line-of-balance technology, Unpublished PhD Thesis, , Illinois Institute of Technology.

Tokdemir, O B (2003) ALISS: Advanced linear scheduling system, Unpublished PhD Thesis, , Illinois Institute of Technology.

Yang, J (2022) Integrated decision support system for the selection and implementation of delay analysis in construction projects, Unpublished PhD Thesis, , Illinois Institute of Technology.

Yasamis, F (1999) Contractor quality performance (CQP) evaluation model in pavement projects, Unpublished PhD Thesis, , Illinois Institute of Technology.

Zhang, C (2013) Automated progress control using laser scanning technology, Unpublished PhD Thesis, , Illinois Institute of Technology.

Zhou, B (2012) Optimal decision-making of interdependent transportation investment alternatives under risk and uncertainty, Unpublished PhD Thesis, , Illinois Institute of Technology.

Zhou, Q (2002) From CAD to IAD: An internet application of steel construction consulting for architects, Unpublished PhD Thesis, , Illinois Institute of Technology.