Prediction of Construction Site Accidents Using Text Mining and NLP

Workplace safety is a major concern in many countries.The construction sector is regarded as the most dangerous workplace among various industries.Construction site accidents result in significant financial loss in addition to suffering for human beings.Analysis of accidents is crucial for developing scientific risk control strategies and preventing the recurrence of similar mishaps in the future.Summaries of investigation reports detailing fatalities and catastrophic incidents from previous accidents within the construction industry are available.Given that hazardous objects represent a primary cause of construction accidents, detecting them and scrutinising past accident reports can offer invaluable insights for preventing future mishaps, spanning across diverse industries.Taking everything into account, this research contributes to our understanding of location strategy and its impact on organisational expansion.