Utilizing text mining and GIS analysis on the vulnerable disaster type of the elderly living alone

Korea’s increasing elderly population living alone necessitates swift disaster prevention measures. This study identified heat waves as a significant threat through news title analysis and GIS-based heat index analysis. Preemptive actions are crucial, especially in high-risk areas, due to the challenges faced by the elderly living alone in acquiring information and responding quickly to disasters.