Forecasting IT Industry trends using a Fuzzy Decision Support System

被引:0
|
作者
Oleksii, Dudnyk [1 ]
Zoia, Sokolovska [1 ]
Gegov, Alexander [2 ]
Arabikhan, Farzad [2 ]
机构
[1] Odessa Natl Polytech Univ, Dept Econ Cybernet & Informat Technol, Odessa, Ukraine
[2] Univ Portsmouth, Sch Comp, Portsmouth, England
关键词
IT industry; development trends; fuzzy; decision support system; FuzzyKIDE software platform;
D O I
10.1109/CAI54212.2023.00086
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The information Technology (IT) industry plays a vital role in the global economy and its significance will only continue to grow as digitalization accelerates. During times of increased entropy resulting from crises or military conflicts, the stable functioning of the IT industry is of paramount importance. This study explores the possibility of using a fuzzy Decision Support System (DSS) to forecast and predict how the IT industry in a specific country will operate. For the purpose of demonstration, we use self-developed FuzzyKIDE fuzzy DSS software platform, which employs fuzzy logic to provide a reasonable assessment even when the information is imprecise. We propose a DSS structure that utilizes a combined model of semantic networks and fuzzy implication rules. To demonstrate its effectiveness, we analyze Ukraine's tir industry at various time points and compare the results with historical data.
引用
收藏
页码:181 / 182
页数:2
相关论文
共 50 条
  • [31] A fuzzy decision support system for an hydraulic application
    Cavallo, Alberto
    Nardo, Di
    Di Natale, Michele
    2007 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-4, 2007, : 738 - +
  • [32] A fuzzy decision support system for credit scoring
    Ignatius, Joshua
    Hatami-Marbini, Adel
    Rahman, Amirah
    Dhamotharan, Lalitha
    Khoshnevis, Pegah
    NEURAL COMPUTING & APPLICATIONS, 2018, 29 (10): : 921 - 937
  • [33] A fuzzy decision support system for multifactor authentication
    Roy, Arunava
    Dasgupta, Dipankar
    SOFT COMPUTING, 2018, 22 (12) : 3959 - 3981
  • [34] Fuzzy queries, search, and decision support system
    M. Nikravesh
    B. Azvine
    Soft Computing, 2002, 6 (5) : 373 - 399
  • [35] A fuzzy decision support system for credit scoring
    Joshua Ignatius
    Adel Hatami-Marbini
    Amirah Rahman
    Lalitha Dhamotharan
    Pegah Khoshnevis
    Neural Computing and Applications, 2018, 29 : 921 - 937
  • [36] Fuzzy Decision Support System for Tuberculosis Detection
    Sharma, Reema
    Kochher, Rajesh
    2017 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2017, : 2001 - 2005
  • [37] Power management with fuzzy decision support system
    Samadi, Mehrzad
    Afzali-Kusha, Ali
    ASICON 2007: 2007 7TH INTERNATIONAL CONFERENCE ON ASIC, VOLS 1 AND 2, PROCEEDINGS, 2007, : 74 - 77
  • [38] FUZZY DECISION SUPPORT SYSTEM - ROMMELFANGER,H
    SPIES, R
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1990, 45 (01) : 114 - 116
  • [39] A fuzzy decision support system for multifactor authentication
    Arunava Roy
    Dipankar Dasgupta
    Soft Computing, 2018, 22 : 3959 - 3981
  • [40] Development of a fuzzy decision support system for commodity acquisition using fuzzy analytic network process
    Boran, Semra
    Goztepe, Kerim
    EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (03) : 1939 - 1945