Shipping plays an important role in the world's economic development and has always been characterized as a relatively risky business. With an increasing awareness of environmental protection and safety issues, research into maritime risk assessment has become a major factor for marine companies when making their operating decisions, and is therefore an important research domain. It is found that the traditional and simplest way to estimate the probability of maritime accidents is to consider accident statistics or expert estimation. However, both of these methods have certain limitations....