SUPPORTING SITUATION AWARENESS USING NEURAL NETWORK AND EXPERT SYSTEM

被引:0
|
作者
Naderpour, Mohsen [1 ]
Lu, Jie [1 ]
机构
[1] Univ Technol, Fac Engn & Informat Technol, Ctr Quantum Computat & Intelligent Syst QCIS, Decis Syst & E Serv Intelligence Lab,Sch Software, Broadway, NSW 2007, Australia
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Situation awareness (SA) is a critical factor for human decision making and performance in dynamic environments. Actually SA is a mental model of the current state of the environment and includes many types of complex systems such as safety supervisory systems. The current paper employs two focus areas including neural network and expert system for maintaining SA in a safety supervisory system. The neural network components provide adaptive mechanisms for perception, and the expert system offers the ability to support comprehension and projection.
引用
收藏
页码:993 / 998
页数:6
相关论文
共 50 条
  • [1] Using Artificial Neural Network for Predicting and Evaluating Situation Awareness of Operator
    Yan, Shengyuan
    Yao, Kai
    Tran, Cong Chi
    [J]. IEEE ACCESS, 2021, 9 : 20143 - 20155
  • [2] Fuzzy tracking expert system for enhancing situation awareness
    Do, QV
    Filippidis, A
    Jain, LC
    Hardikar, VAB
    [J]. DESIGN AND APPLICATION OF HYBRID INTELLIGENT SYSTEMS, 2003, 104 : 448 - 457
  • [3] Situational Adapting System supporting Team Situation Awareness
    Helldin, Tove
    Erlandsson, Tina
    Niklasson, Lars
    Falkman, Goran
    [J]. UNMANNED-UNATTENDED SENSORS AND SENSOR NETWORKS VII, 2010, 7833
  • [4] APPLICATION OF FRACTAL NEURAL NETWORK IN NETWORK SECURITY SITUATION AWARENESS
    Ding, Caichang
    Chen, Yiqin
    Algarni, Abdullah M.
    Zhang, Guojun
    Peng, Honghui
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2022, 30 (02)
  • [5] Network operation situation awareness based on Fuzzy Neural Network
    Fu, Zhongyang
    Li, Xingming
    [J]. 2018 11TH INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND DESIGN (ISCID), VOL 1, 2018, : 204 - 207
  • [7] A neural network expert system
    Torsun, IS
    [J]. CRITICAL TECHNOLOGY: PROCEEDINGS OF THE THIRD WORLD CONGRESS ON EXPERT SYSTEMS, VOLS I AND II, 1996, : 1158 - 1170
  • [8] The Monitoring System on the Security Situation in Service Area Operations of Expressway Based on the Neural Network Expert System
    Rui, Xijie
    Bai, Hua
    [J]. ADVANCED TRANSPORTATION, PTS 1 AND 2, 2011, 97-98 : 919 - +
  • [9] An expert system for perfume selection using artificial neural network
    Hanafizadeh, Payam
    Ravasan, Ahad Zare
    Khaki, Hesam Ramazanpour
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (12) : 8879 - 8887
  • [10] Evaluation of driver's situation awareness in freeway exit using backpropagation neural network
    Yang, Yanqun
    Chen, Yue
    Easa, Said M.
    Lin, Jie
    Chen, Meifeng
    Zheng, Xinyi
    [J]. TRANSPORTATION RESEARCH PART F-TRAFFIC PSYCHOLOGY AND BEHAVIOUR, 2024, 105 : 42 - 57