DocumentCode
477550
Title
Rough Set Based Study of the Competency for Chinese Seafarers
Author
Xu Donghua ; Wu Zhaolin
Author_Institution
Dalian Maritime Univ., Dalian
Volume
1
fYear
2008
fDate
20-22 Oct. 2008
Firstpage
806
Lastpage
810
Abstract
On base of current research of the quantitative assessment of competency for Chinese seafarers, aiming at the weakness of fuzzy comprehensive assessment, the rough set theory is introduced into the quantitative studies of competency for Chinese seafarers. Based on the discrete decision table and rough membership degree, some useful data mining results are given: the degree of rough membership is an inverse ratio to seafarer´s age, education extent and sea experiences. For age factor, seafarers within 39 years old have higher membership degree. For education extent factor, middle or less educated seafarers have higher membership degree. For sea experiences, 18 months or less experienced seafarers have higher membership degree. For rank factors, master has high membership degree. High membership degree in watch-keeping time is 0000~0004, whereas low degree occurs in 0012~0016 and 0020~0024.
Keywords
data mining; fuzzy set theory; marine accidents; rough set theory; Chinese seafarers; competency; data mining; fuzzy comprehensive assessment; rough set theory; Aging; Automation; Data mining; Environmental management; Fuzzy set theory; Humans; Marine safety; Marine vehicles; Risk analysis; Set theory; competency; rough membership degree; rough membership function; rough set;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location
Hunan
Print_ISBN
978-0-7695-3357-5
Type
conf
DOI
10.1109/ICICTA.2008.168
Filename
4659599
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