The Use of Decision Support in Search and Rescue: A Systematic Literature Review

被引:10
|
作者
Nasar, Wajeeha [1 ]
Da Silva Torres, Ricardo [1 ,2 ,3 ]
Gundersen, Odd Erik [4 ]
Karlsen, Anniken T. [1 ]
机构
[1] Norwegian Univ Sci & Technol NTNU, Fac Informat Technol & Elect Engn, Dept ICT & Nat Sci, N-8900 Alesund, Norway
[2] Wageningen Univ & Res, Wageningen Data Competence Ctr, NL-6708 PB Wageningen, Netherlands
[3] Wageningen Univ & Res, Farm Technol Grp, NL-6708 PB Wageningen, Netherlands
[4] Norwegian Univ Sci & Technol NTNU, Fac Informat Technol & Elect Engn, Dept Comp Sci, N-7034 Trondheim, Norway
关键词
artificial intelligence; data management; decision support; disaster management; geographical information systems; search and rescue operations; spatial analysis; systematic review; DISASTER MANAGEMENT; FRAMEWORK; MODEL; SURVEILLANCE; ARCHITECTURE; PLATFORM; IOT;
D O I
10.3390/ijgi12050182
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Whenever natural and human-made disasters strike, the proper response of the concerned authorities often relies on search and rescue services. Search and rescue services are complex multidisciplinary processes that involve several degrees of interdependent assignments. To handle such complexity, decision support systems are used for decision-making and execution of plans within search and rescue operations. Advances in data management solutions and artificial intelligence technologies have provided better opportunities to make more efficient and effective decisions that can lead to improved search and rescue operations. This paper provides findings from a bibliometric mapping and a systematic literature review performed to: (1) identify existing search and rescue processes that use decision support systems, data management solutions, and artificial intelligence technologies; (2) do a comprehensive analysis of existing solutions in terms of their research contributions to the investigated domain; and (3) investigate the potential for knowledge transfer between application areas. The main findings of this review are that non-conventional data management solutions are commonly used in land rescue operations and that geographical information systems have been integrated with various machine learning approaches for land rescue. However, there is a gap in the existing research on search and rescue decision support at sea, which can motivate future studies within this specific application area.
引用
收藏
页数:31
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