Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development*, *

被引：1
|
作者：
Bazilevych, K. O. [1 ]
Chumachenko, D., I [1 ]
Hulianytskyi, L. F. [2 ]
Meniailov, I. S. [1 ]
Yakovlev, S., V [1 ,3 ]
机构：
[1] M Ye Zhukovsky Natl Aerosp Univ, Kharkiv Aviat Inst, Kharkiv, Ukraine
[2] Natl Acad Sci Ukraine, VM Glushkov Inst Cybernet, Kiev, Ukraine
[3] Lodz Univ Technol, Lodz, Poland
来源：
CYBERNETICS AND SYSTEMS ANALYSIS | 2022年 / 58卷 / 04期
基金：
新加坡国家研究基金会;
关键词：
decision support system; information technology; epidemiological diagnostics; machine learning; population dynamics;
D O I：
10.1007/s10559-022-00484-9
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
The article projects the components of the intelligent decision support system for epidemiological diagnostics and investigates their interaction with the user. The system includes a bank of models and machine learning methods, a bank of population dynamics models, visualization and reporting tools, and management decision-making unit. The concept of information technology to ensure biosafety of the population is provided. A model of specified information technology use cases is developed and a sequence diagram is constructed. A model of information technology components and ways of their deployment on a server are proposed.
引用
收藏
页码：499 / 509
页数：11
相关论文
共 50 条
  • [1] Intelligent Decision-Support System for Epidemiological Diagnostics. II. Information Technologies Development*, **
    K. O. Bazilevych
    D. I. Chumachenko
    L. F. Hulianytskyi
    I. S. Meniailov
    S. V. Yakovlev
    [J]. Cybernetics and Systems Analysis, 2022, 58 : 499 - 509
  • [2] Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
    K. O. Bazilevych
    D. I. Chumachenko
    L. F. Hulianytskyi
    I. S. Meniailov
    S. V. Yakovlev
    [J]. Cybernetics and Systems Analysis, 2022, 58 : 343 - 353
  • [3] Intelligent Decision-Support System for Epidemiological Diagnostics. I. A Concept of Architecture Design
    Bazilevych, K. O.
    Chumachenko, D., I
    Hulianytskyi, L. F.
    Meniailov, I. S.
    Yakovlev, S., V
    [J]. CYBERNETICS AND SYSTEMS ANALYSIS, 2022, 58 (03) : 343 - 353
  • [4] INFORMATION INTEGRATION IN A DECISION-SUPPORT SYSTEM
    HUDSON, DL
    COHEN, ME
    DEEDWANIA, PC
    [J]. JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 1994, : 1051 - 1051
  • [5] Case study: An intelligent decision-support system
    Michalewicz, Z
    Schmidt, M
    Michalewicz, M
    Chiriac, C
    [J]. IEEE INTELLIGENT SYSTEMS, 2005, 20 (04) : 44 - 49
  • [6] Intelligent Decision-Support System in Sports Traumatology
    Gutnikov, S. E.
    Krasnoproshin, V. V.
    Obraztsov, V. A.
    Nguyen Quang Tan
    Popok, S. A.
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON SPORTS MEDICINE AND SPORTS MANAGEMENT (SMSM 2013), VOL 1, 2013, 1 : 333 - 336
  • [7] AN ACTIVE INTELLIGENT DECISION-SUPPORT SYSTEM - ARCHITECTURE AND SIMULATION
    RAO, HR
    SRIDHAR, R
    NARAIN, S
    [J]. DECISION SUPPORT SYSTEMS, 1994, 12 (01) : 79 - 91
  • [8] A DECISION-SUPPORT SYSTEM FOR EVALUATING MASTITIS INFORMATION
    ALLORE, HG
    JONES, LR
    MERRILL, WG
    OLTENACU, PA
    [J]. JOURNAL OF DAIRY SCIENCE, 1995, 78 (06) : 1382 - 1398
  • [9] A SPECIAL ISSUE OF DECISION-SUPPORT SYSTEMS - INFORMATION TECHNOLOGIES AND SYSTEMS
    BLANNING, RW
    RAM, S
    WANG, RY
    [J]. DECISION SUPPORT SYSTEMS, 1995, 13 (3-4) : 219 - 221
  • [10] A MORAL ANALYSIS OF INTELLIGENT DECISION-SUPPORT SYSTEMS IN DIAGNOSTICS THROUGH THE LENS OF LUCIANO FLORIDI'S INFORMATION ETHICS
    Mykhailov, Dmytro
    [J]. HUMAN AFFAIRS-POSTDISCIPLINARY HUMANITIES & SOCIAL SCIENCES QUARTERLY, 2021, 31 (02): : 149 - 164
12345