Infrastructure Ombudsman: Mining Future Failure Concerns from Structural Disaster Response
<|reference_start|>Infrastructure Ombudsman: Mining Future Failure Concerns from Structural Disaster Response: Current research concentrates on studying discussions on social media related to structural failures to improve disaster response strategies. However, detecting social web posts discussing concerns about anticipatory failures is under-explored. If such concerns are channeled to the appropriate authorities, it can aid in the prevention and mitigation of potential infrastructural failures. In this paper, we develop an infrastructure ombudsman -- that automatically detects specific infrastructure concerns. Our work considers several recent structural failures in the US. We present a first-of-its-kind dataset of 2,662 social web instances for this novel task mined from Reddit and YouTube.<|reference_end|>
@article{chowdhury2024infrastructure,
    title={Infrastructure Ombudsman: Mining Future Failure Concerns from Structural
  Disaster Response},
    author={Md Towhidul Absar Chowdhury, Soumyajit Datta, Naveen Sharma, Ashiqur
  R. KhudaBukhsh},
    journal={arXiv preprint arXiv:2402.13528},
    year={2024},
    doi={10.1145/3589334.3648153},
    archivePrefix={arXiv},
    eprint={2402.13528},
    primaryClass={cs.CY cs.CL cs.LG cs.SI}
}