Bayesian Network-Based Knowledge Graph Inference for Highway Transportation Safety Risks

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Risk factor</td><td class="align_center">Network node</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left" rowspan="2">Driver</td><td class="align_center">Improper emergency response</td></tr><tr><td class="align_center">Traffic violation</td></tr><tr><td class="align_left">Vehicle</td><td class="align_center">Vehicle fault</td></tr><tr><td class="align_left" rowspan="2">Road</td><td class="align_center">Pavement</td></tr><tr><td class="align_center">Bridge and tunnel</td></tr><tr><td class="align_left">Environment</td><td class="align_center">Severe weather</td></tr><tr><td class="align_left" rowspan="2">Management</td><td class="align_center">Dynamic monitoring</td></tr><tr><td class="align_center">Private contracting</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Bayesian network nodes for the accident.</div>

Advances in Civil Engineering

tab3

Table 3

Table 3: Bayesian Network-Based Knowledge Graph Inference for Highway Transportation Safety Risks 