• DocumentCode
    2467577
  • 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
  • fYear
    2011
  • fDate
    24-26 June 2011
  • Firstpage
    5787
  • Lastpage
    5790
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-9172-8
  • Type

    conf

  • DOI
    10.1109/RSETE.2011.5965669
  • Filename
    5965669