Assessment of catastrophic risk using Bayesian network constructed from domain knowledge and spatial data.

@article{Li2010AssessmentOC,
  title={Assessment of catastrophic risk using Bayesian network constructed from domain knowledge and spatial data.},
  author={Lianfa Li and Jinfeng Wang and Hareton K.N. Leung and Chengsheng Jiang},
  journal={Risk analysis : an official publication of the Society for Risk Analysis},
  year={2010},
  volume={30 7},
  pages={
          1157-75
        }
}
Prediction of natural disasters and their consequences is difficult due to the uncertainties and complexity of multiple related factors. This article explores the use of domain knowledge and spatial data to construct a Bayesian network (BN) that facilitates the integration of multiple factors and quantification of uncertainties within a consistent system for assessment of catastrophic risk. A BN is chosen due to its advantages such as merging multiple source data and domain knowledge in a… CONTINUE READING
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