Infrastructure Ombudsman: Mining Future Failure Concerns from Structural Disaster Response

arXiv:2402.13528v1 Announce Type: cross
Abstract: 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 …

abstract arxiv concerns cs.cl cs.cy cs.lg cs.si current disaster disaster response discussions failure future infrastructure media mining prevention research social social media strategies studying type web