Failure-resistant path selection considering netizens’ sentiment orientation under typhoon disasters

HIGHLIGHTS

  • What: This approach shows BERT`s potential to enhance situational awareness and offer informal early warnings, ultimately improving communication and response in emergencies . The model is intended for situations where decision-makers do not have immediate access to information on road conditions after a disaster. This study provides an in-depth analysis of the effects of these three types of disasters on road failures in the context of emergency supply path planning. Ultimately, based on the comprehensive consideration of road failure probability, the authors determine the failure-resistant transport path with the goal of minimizing the expected . . .

     

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