Using knowledge base to support decision making for prioritization of building maintenance work

被引:0
|
作者
Chang, Yuan-Chu [1 ]
Chang, Chih-Yuan [1 ]
Chen, Wee-Yee [1 ]
机构
[1] Chinese Culture Univ, Grad Inst Informat Management, Taipei 111, Taiwan
关键词
decision support systems; building maintenance; knowledge-based systems; multi-attribute decision support;
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
Most buildings in Taiwan have been becoming aged and requests for maintenance work increase day by day. Meanwhile, budget and manpower of maintenance work are limited and even insufficient. It is important for building maintenance managers to identify urgency and importance of each maintenance task under complete and cautious consideration. This research presents a framework that integrates methods of Knowledge-based Support (KBS) and Multi-attribute Decision Making (MADM). A system prototype based on the framework was built to set priorities of the maintenance tasks automatically with help of a building maintenance knowledge base (KB). Workload of the building maintenance managers could be reduced and costs of decision-making for maintenance work could also be reduced down.
引用
下载
收藏
页码:229 / 234
页数:6
相关论文
共 50 条
  • [1] Prioritization of maintenance work in wastewater networks using decision support methods
    Mezhoud, Cherifa
    Berreksi, Ali
    Bedjou, Abdelhamid
    Bosseler, Bert
    JOURNAL OF WATER SANITATION AND HYGIENE FOR DEVELOPMENT, 2022, 12 (02) : 186 - 199
  • [2] Building a Knowledge Base of Bridge Maintenance Using Knowledge Graph
    Zhang, Yang
    Liu, Jia
    Hou, Kepeng
    ADVANCES IN CIVIL ENGINEERING, 2023, 2023
  • [3] DECISION SUPPORT USING CAUSATION KNOWLEDGE BASE
    NAKAMURA, K
    IWAI, S
    SAWARAGI, T
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1982, 12 (06): : 765 - 777
  • [4] Building decision trees based on production knowledge as support in decision-making process
    Matuszny, Marcin
    PRODUCTION ENGINEERING ARCHIVES, 2020, 26 (02) : 36 - 40
  • [5] Knowledge maps in decision making using GIS support
    Klimesova, Dana
    Brozova, Helena
    AGRARIAN PERSPECTIVES, 2010, : 343 - 356
  • [6] A system's model for maintenance support and decision making in building services systems
    John, GA
    Loy, HM
    Clements-Croome, DJ
    Fairey, V
    Neale, K
    INNOVATIVE DEVELOPMENTS IN ARCHITECTURE, ENGINEERING AND CONTRUCTION, 2003, : 705 - 716
  • [7] On acquiring knowledge to support decision making in collaborative e-Work
    Anya, Obinna
    Nagar, Atulya
    Tawfik, Hissam
    APPLICATIONS AND INNOVATIONS IN INTELLIGENT SYSTEMS XV, 2008, : 345 - 350
  • [8] Knowledge prioritization of cancer genomes using oncoscores and functional impact scores to support biomarker discovery and clinical decision making
    Soldatos, Theodoros G.
    Badbanchi, Sasha
    Vivas, Sonia
    Zien, Alexander
    Diella, Francesca
    Hartenfeller, Markus
    Picker, Alexander
    Stein, Martin A.
    Jackson, David B.
    CANCER RESEARCH, 2015, 75 (22)
  • [9] Knowledge management support of decision making
    Holsapple, CW
    DECISION SUPPORT SYSTEMS, 2001, 31 (01) : 1 - 3
  • [10] Fast Decision Making using Ontology-based Knowledge Base
    Zhao, Lihua
    Ichise, Ryutaro
    Sasaki, Yutaka
    Liu, Zheng
    Yoshikawa, Tatsuya
    2016 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2016, : 173 - 178