“…Some scholars also use methods such as the establishment of structural equations, bayesian networks, machine learning, and bowtie models for aircraft fault safety diagnosis or safety assessment applications [ [16] , [17] , [18] , [19] , [20] ]. Many scholars have carried out a series of studies on new energy aircraft, human factors and text mining [ [21] , [22] , [23] ], found safety voice and safety listening during aviation accidents: cockpit voice recordings reveal that speaking-up to power is not enough [ 24 ]. Many scholars have carried out a series of researches on aviation safety mining and application by using modern information technologies such as natural language processing and data mining [ [25] , [26] , [27] , [28] , [29] , [30] ].…”