Using machine learning and keyword analysis to analyze incidents and reduce risk in oil sands operations

Many companies maintain large databases of incident reports. Incidents that have severe consequences are analyzed in detail to prevent recurrence, while minor incidents are typically just stored without any further evaluation. Especially with common incidents and those with lesser consequences, details that are necessary to understand the cause of the incident might be missing or recorded inconsistently. We argue that incidents can be reported...