Title :
Case-Based Reasoning decision-making system of marine oil spill response
Author :
Li, Fei ; Wang, Xiaofeng
Author_Institution :
Dept. of Comput. Sci., Shanghai Maritime Univ., Shanghai, China
Abstract :
The paper studies how to introduce CBR technology into the design of the marine oil spill emergency response decision-making system. At the beginning, in terms of the establishment of a maritime oil spill response decision-making system model, This paper analysis the presence index demonstration and modification mechanism of the case, and the overall framework of the oil spill accident cases. This paper determines the overall similarity of oil spill cases through two-stage search strategy and the nearest neighbor algorithm. First, to abstract oil spill case evaluation, and establish of a first-stage index by optimizing the case base index through clustering. Second, to form a second stage using the nearest neighbor algorithm. It proves that the method can improve the efficiency of oil spill emergency response and rescue, and index results are objective and reasonable.
Keywords :
case-based reasoning; decision making; emergency services; marine accidents; marine pollution; oil pollution; optimisation; statistical analysis; CBR technology; case base index; case-based reasoning decision making system; clustering; marine oil spill emergency response; nearest neighbor algorithm; oil spill accidents; two stage search strategy; Accidents; Cognition; Decision making; Emergency services; Indexes; Marine vehicles; CBR; emergency decision; oil spill;
Conference_Titel :
Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-9172-8
DOI :
10.1109/RSETE.2011.5965669