Data yard based system effectiveness evaluation and decision support method

被引：0
|
作者：
Chen, Chen [1 ,2 ]
Wang, Yun [1 ,2 ]
机构：
[1] School of Automation, Beijing Institute of Technology, Beijing 100081, China
[2] Key Laboratory of Complex System Intelligent Control and Decision, Ministry of Education, Beijing 100081, China
来源：
Guofang Keji Daxue Xuebao/Journal of National University of Defense Technology | 2014年 / 36卷 / 01期
关键词：
Data mining technology - Data yards - Decision supports - Dynamic evaluation - Reconstruction operations - Simulation systems - System effectiveness - System information;
D O I：
10.11887/j.cn.201401022
中图分类号：
学科分类号：
摘要：
With the development of information technology, the increase of system information brings new problems to the military system effectiveness evaluation. Aiming at nonlinear, high dimension and strong coupling data of system effectiveness analysis, a data yard based system effectiveness evaluation and decision support method was proposed. Data recovery, subtraction, refinement and reconstruction operations were applied to the simulation data processing, then a data yard cube was built up to meet the multiple demands for system analysis of different levels and data dependency were reduced. Taking task-oriented networked fire control system for example, its system effectiveness evaluation, timeliness evaluation and indices analysis were carried out, and practicability and validity of the method were verified in three levels. Applying data mining technology to the simulation system effectiveness evaluation decision-making, makes it get more extensive application.
引用
收藏
页码：124 / 130
相关论文
共 50 条
  • [21] Research of Motor Skills Performance Evaluation Decision Support System Based on Data Mining Algorithm
    Zhang, Fan
    ICBDC 2019: PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIG DATA AND COMPUTING, 2019, : 299 - 303
  • [22] DECISION SUPPORT SYSTEM TO SUPPORT DECISION PROCESSES WITH DATA MINING
    Rupnik, Rok
    Kukar, Matjaz
    JOURNAL OF INFORMATION AND ORGANIZATIONAL SCIENCES, 2007, 31 (01) : 217 - 232
  • [23] Evaluation of the Effectiveness of Financial Support to Agriculture Based on the DEA Method
    SUO Ruixia
    Journal of Northeast Agricultural University(English Edition), 2009, 16 (03) : 46 - 51
  • [24] Construction of Decision Support System (DSS) for Equipment Support Based on Big Data
    Tian, Xuguang
    Zhao, Hongwei
    Wang, Kun
    Zhang, Chengming
    Tian, Xiaotao
    2018 INTERNATIONAL SEMINAR ON COMPUTER SCIENCE AND ENGINEERING TECHNOLOGY (SCSET 2018), 2019, 1176
  • [25] Research on decision support system of material support based on agent and data warehouse
    Geng Qingxia
    Yang Xiuyue
    Wang Tiening
    Chen Chunliang
    Proceedings of the First International Conference on Maintenance Engineering, 2006, : 166 - 171
  • [26] Research of Decision Support System Based on Data Warehouse Techniques
    Han, Qingtian
    Gao, Xiaoyan
    WKDD: 2009 SECOND INTERNATIONAL WORKSHOP ON KNOWLEDGE DISCOVERY AND DATA MINING, PROCEEDINGS, 2009, : 215 - +
  • [27] Research on marketing decision support system based on data warehouse
    Li, XG
    Jin, FF
    Wang, ZA
    MANAGEMENT SCIENCES AND GLOBAL STRATEGIES IN THE 21ST CENTURY, VOLS 1 AND 2, 2004, : 506 - 511
  • [28] RESEARCH ON SALE DATA DECISION SUPPORT SYSTEM BASED ON OLAP
    Li, Xuehui
    Liu, Ziyu
    4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING ( ICACTE 2011), 2011, : 313 - 316
  • [29] Marketing Decision Support System Based on Data Mining Technology
    Hou, Rong
    Ye, Xu
    Zaki, Hafizah Binti Omar
    Omar, Nor Asiah Binti
    APPLIED SCIENCES-BASEL, 2023, 13 (07):
  • [30] A Linked Data Based Decision Support System for Cancer Treatment
    Hu, Jingyuan
    Cai, Hongming
    Xu, Boyi
    Xie, Cheng
    2014 SECOND INTERNATIONAL CONFERENCE ON ENTERPRISE SYSTEMS (ES), 2014, : 39 - 44
12345