Fig. 1 Procedure of study
Fig. 2 Example for the selection of optimum distributionfunction by the comparison of six cumulativedistribution functions (ev, gamma, gev, lognorm,normal, weibull) to empirical cumulativedistribution function (ecdf)
Table 1 Frequency calculation results for the three types ofbehavioral errors (Park et al., 2018)
Table 2 Example for the parameter estimation results of sixprobability distribution functions in the case ofCollision
Table 3 Example of error and variance in case of Collision
Table 4 Summarized calculation results of error and variancefor the type of marine accidents
Table 5 Estimated optimal distribution functions withparameters by each type of accidents
Table 6 ANOVA for the three types of behaviors and eighttypes of accidents
참고문헌
- Chauvin C., Clostermann, J. P. and Jean-Michel Hoc(2008), "Situation Awareness and the Decision-Making Process in a Dynamic situation: Avoiding collisions at sea", Journal of cognitive engineering and decision making, Vol. 2, pp. 1-23. https://doi.org/10.1518/155534308X284345
- Drivalou, S. and Marmaras, N.(2009). "Supporting skill-, rule-, and knowledge-based behaviour through an ecological interface: An industry-scale application", International Journal of Industrial Ergonomics, Vol. 39(6), pp. 947-965. https://doi.org/10.1016/j.ergon.2009.08.012
- Imbert, J. P., Granger, G., Benhacene, R., Golfetti, A., Bonelli, S. and Pozzi, S.(2015), "Skill, Rule and Knowledge-based Behaviors Detection during Realistic ATM Simulations by Means of ATCOs' Brain Activity", SESARWPE.
- KMST(2017), Written Verdict. [Online], Retrieved from https://data.kmst.go.kr/kmst/verdict/writtenverdict/selectwrittenverdict.do.
- Lin, C. J., Shiang, W. J., Chuang, C. Y. and Liou, J. L.( 2014), "Applying the Skill-Rule-Knowledge Framework to Understanding Operator's Behaviors and Workload in Advanced Main Control Rooms", Nuclear Engineering and Design, Vol. 270, pp. 176-184. https://doi.org/10.1016/j.nucengdes.2013.12.051
- MATLAB, 2008. MATLAB and Statistical Toolbox Release 2015b. The MathWorks, Inc., Natick, Massachusetts, United States.
- Norman, D. A.(1983), "Some observations on mental models", Mental models, Vol. 7(112), pp. 7-14.
- Park, D. J., Cho, C. Y. and Yim, J. B.(2017), "A Research on the method of mariner's SRK Behaviors", Joint Conference 2017, KOSOMES, Mokpo, Korea, April 27-28, p. 59.
- Park, D. J., Yang, H. S. and Yim, J. B.(2018), "Identifying Seafarer's Behavioral Error by Marine Accident Types", Korean Institute of Navigation and Port Research, Vol. 42(3), pp. 159-166.
- Park, J. S., Yun, Y. S. and Park, R. S.(2014), "Modern Statistics", Seoul, Dasan publishing company.
- Rasmussen, J.(1983), "Skills, rules, and knowledge; signals, signs, and symbols, and other distinctions in human performance models", IEEE transactions on systems, man, and cybernetics, Vol. 3, pp. 257-266. https://doi.org/10.1109/TSMC.1973.4309214
- Reason, J.(1990), "Human Error", Cambridge University, New York, USA.
- Stanton, N. A., Salmon, P. M.(2009), "Human error taxonomies applied to driving: A generic driver error taxonomy and its implications for intelligent transport systems", Safety Science, Vol. 47(2), pp. 227-237. https://doi.org/10.1016/j.ssci.2008.03.006
- Wikipedia, 2017. Analysis of Variance. [Online], Available at: https://en.wikipedia.org, [Accessed at 9th Nov. 2017].
- Wikipedia, 2017. Maximum Likelihood Estimation. [Online], Available at: https://en.wikipedia.org, [Accessed at 5th Mar. 2018].
- Yim, J. B., Yang, W. J. and Kim, H. T.(2014), "Marine Accident Analysis", Je-Il-Gi-Hwik, pp. 1-392.
- Yim, J. B.(2017b), "A Study on the Reduction of Common Words to Classify causes of Marine Accidents", Korean Institute of Navigation and Port Research, Vol. 41(3), pp. 109-117. https://doi.org/10.5394/KINPR.2017.41.3.109