Hybrid Decision Support System based on DEMATEL and Fuzzy Cognitive Maps

被引:9
|
作者
Mazzuto, Giovanni [1 ]
Stylios, Chrysostomos [2 ]
Bevilacqua, Maurizio
机构
[1] Univ Politecn Marche, Dipartimento Ingn Ind & Sci Matemat, I-60131 Ancona, Italy
[2] Technol Educ Inst Epirus, Dept Comp Engn, Lab Knowledge & Intelligent Comp KIC, Artas 47100, Greece
来源
IFAC PAPERSONLINE | 2018年 / 51卷 / 11期
关键词
Fuzzy Cognitive Maps; Decision-Making Trial and Evaluation Laboratory; Decision-Making Process; Decision support system; MODEL;
D O I
10.1016/j.ifacol.2018.08.222
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In the last decade, increasing interest has been paid to human factor for systems analysis and decision-making process. In particular, researchers have directed their attention to the human reasoning understanding and the individual perception of a specific problem. Several applications allow users to model decision-making support system starting from the experts' knowledge and judgments. This paper examines two specific approaches such as Decision Making Trial & Evaluation Laboratory and Fuzzy Cognitive Maps; it points out on their similarity and differences, with the aim to propose a hybrid modelling decision support system. This is the first time of proposing this approach, and the receiving outcomes are promising that the considered approaches can be used jointly showing the ability to model dynamical behaviour and create an advanced decision support system. (C) 2018, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:1636 / 1642
页数:7
相关论文
共 50 条
  • [1] Regularization of Fuzzy Cognitive Maps for Hybrid Decision Support System
    Averkin, Alexey N.
    Kaunov, Sergei A.
    [J]. ROUGH SETS, FUZZY SETS, DATA MINING AND GRANULAR COMPUTING, RSFDGRC 2011, 2011, 6743 : 139 - 146
  • [2] Hybrid model based on Decision Trees and Fuzzy Cognitive Maps for Medical Decision Support System
    Papageorgiou, E. I.
    Stylios, C. D.
    Groumpos, P. P.
    [J]. WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING 2006, VOL 14, PTS 1-6, 2007, 14 : 3689 - +
  • [3] A clinical decision-support system for dengue based on fuzzy cognitive maps
    Hoyos, William
    Aguilar, Jose
    Toro, Mauricio
    [J]. HEALTH CARE MANAGEMENT SCIENCE, 2022, 25 (04) : 666 - 681
  • [4] A clinical decision-support system for dengue based on fuzzy cognitive maps
    William Hoyos
    Jose Aguilar
    Mauricio Toro
    [J]. Health Care Management Science, 2022, 25 : 666 - 681
  • [5] Medical decision support systems based on Fuzzy Cognitive Maps
    Habib, Shaista
    Akram, Muhammad
    [J]. INTERNATIONAL JOURNAL OF BIOMATHEMATICS, 2019, 12 (06)
  • [6] Fuzzy Cognitive Maps and Decision Making Support
    Gavalec, Martin
    Mls, Karel
    [J]. PROCEEDINGS OF THE 21ST INTERNATIONAL CONFERENCE MATHEMATICAL METHODS IN ECONOMICS 2003, 2003, : 87 - 93
  • [7] Decision support systems with fuzzy cognitive maps
    Sforna, M
    [J]. AEI AUTOMAZIONE ENERGIA INFORMAZIONE, 1997, 84 (10): : 53 - 61
  • [8] Fuzzy cognitive maps for decision support in an intelligent intrusion detection system
    Siraj, A
    Bridges, SM
    Vaughn, RB
    [J]. JOINT 9TH IFSA WORLD CONGRESS AND 20TH NAFIPS INTERNATIONAL CONFERENCE, PROCEEDINGS, VOLS. 1-5, 2001, : 2165 - 2170
  • [9] Using fuzzy cognitive maps as a decision support system for political decisions
    Tsadiras, AK
    Kouskouvelis, I
    Margaritis, KG
    [J]. ADVANCES IN INFORMATICS, 2003, 2563 : 172 - 182
  • [10] A fuzzy cognitive maps decision support system for renewables local planning
    Kyriakarakos, George
    Patlitzianas, Konstantinos
    Damasiotis, Markos
    Papastefanakis, Dimitrios
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2014, 39 : 209 - 222