The research of knowledge expression in emergency decision-making support system based on ontology

被引:0
|
作者
Wang Jianzhen [1 ]
Geng Yan [1 ]
机构
[1] Shanxi Agr Univ, Coll Business, Dept Informat Engn, Taigu 030031, Shanxi Province, Peoples R China
关键词
ontology; decision tree; data mining; emergency decision;
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
This paper proposes a data-mining algorithm based on ontology by contrast with the traditional ones. It can mine data on the high-level or multi-levets. The algorithm is based on the domain knowledge that the ontology describes. By using of the decision tree category algorithm in data mining, it can extract the ontology at different levels according to the gain of attribute measurement to produce high-level categorizing rules and optimize them.
引用
收藏
页码:560 / 562
页数:3
相关论文
共 50 条
  • [21] Toward a Categorical Link Grammar for Knowledge Piece Generation in Emergency Decision-Making Support
    Wang, Qingquan
    Rong, Lili
    Yu, Kai
    [J]. NCM 2008: 4TH INTERNATIONAL CONFERENCE ON NETWORKED COMPUTING AND ADVANCED INFORMATION MANAGEMENT, VOL 2, PROCEEDINGS, 2008, : 732 - 735
  • [22] A geo-ontology-based approach to decision-making in emergency management of meteorological disasters
    Zhong, Shaobo
    Fang, Zhixiang
    Zhu, Min
    Huang, Quanyi
    [J]. NATURAL HAZARDS, 2017, 89 (02) : 531 - 554
  • [23] A geo-ontology-based approach to decision-making in emergency management of meteorological disasters
    Shaobo Zhong
    Zhixiang Fang
    Min Zhu
    Quanyi Huang
    [J]. Natural Hazards, 2017, 89 : 531 - 554
  • [24] A Decision-making Support System Oriented to the Simulation & Evaluation of the Emergency Response Effectiveness
    Huang Yanyan
    Shi Weifeng
    Wei Lai
    [J]. 2014 33RD CHINESE CONTROL CONFERENCE (CCC), 2014, : 6449 - 6455
  • [25] KNOWLEDGE-BASED DECISION SUPPORT SYSTEMS FOR MANUFACTURING DECISION-MAKING - THE PIRELLI EXPERIENCE
    GUIDA, M
    MARCHESI, P
    BASAGLIA, G
    [J]. INFORMATION AND DECISION TECHNOLOGIES, 1992, 18 (05): : 347 - 361
  • [26] Decision-making in an energy system: a knowledge-based solution
    Boukerche, K
    Lounis, H
    [J]. 18TH INTERNATIONAL CONFERENCE ON SYSTEMS ENGINEERING, PROCEEDINGS, 2005, : 144 - 151
  • [27] Research on the Aerospace Test Equipment to Support Decision-making Command System
    左晓勇
    侯兴明
    [J]. 装备制造技术, 2008, (09) : 63 - 66
  • [28] The construction safety accident emergency decision support system based on ontology and CBR
    Zhu, Yanling
    [J]. APPLIED MATERIALS AND TECHNOLOGIES FOR MODERN MANUFACTURING, PTS 1-4, 2013, 423-426 : 2149 - 2153
  • [29] A hypermedia-based group decision support system to support collaborative medical decision-making
    Rao, GR
    Turoff, M
    [J]. DECISION SUPPORT SYSTEMS, 2000, 30 (02) : 187 - 216
  • [30] Ontological Knowledge Representation for Avionics Decision-Making Support
    Insaurralde, Carlos C.
    Blasch, Erik
    [J]. 2016 IEEE/AIAA 35TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC), 2016,