Research and Application of Case-Based Reasoning Theory

被引：0
|
作者：
Li, Wenxiong [1 ]
Wu, Dongying [1 ]
Liu, Shengli [1 ]
Xiao, Da [1 ]
机构：
[1] State Key Lab Math Engn & Adv Comp, Zhengzhou, Peoples R China
来源：
2014 INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND AUTOMATION (ICMEA) | 2014年
关键词：
CBR; case-based diagnosis; case-based planning;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Case-based reasoning (CBR) is an important research area of artificial intelligence, being a rapidly developed reasoning technique in recent years, has been widely used in various fields. This paper outline the origin and development of case-based reasoning theory, detailedly analyze its reasoning process, and the key point of implementation of this theory, present the classical application of CBR. At the end of paper, we predict the possible Research Directions and development of case-based reasoning in the future.
引用
收藏
页码：36 / 39
页数：4
相关论文
共 50 条
  • [1] Research and Application of Case-Based Reasoning
    Li, Xiaohui
    [J]. 2011 AASRI CONFERENCE ON APPLIED INFORMATION TECHNOLOGY (AASRI-AIT 2011), VOL 1, 2011, : 152 - 155
  • [2] The application of case-based reasoning in construction management research: An overview
    Hu, Xin
    Xia, Bo
    Skitmore, Martin
    Chen, Qing
    [J]. AUTOMATION IN CONSTRUCTION, 2016, 72 : 65 - 74
  • [3] CASE-BASED REASONING - A RESEARCH PARADIGM
    SLADE, S
    [J]. AI MAGAZINE, 1991, 12 (01) : 42 - 55
  • [4] Application of case-based reasoning in PDS
    Han, Jiaxin
    He, Huacan
    Wang, Zheng
    [J]. Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, : 82 - 85
  • [5] Application of the revision theory to adaptation in case-based reasoning: The conservative adaptation
    Lieber, Jean
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS, 2007, 4626 : 239 - 253
  • [6] Application of case-based reasoning theory in fault diagnosis of power transformer
    Qian, Z.
    Gao, W. S.
    Yan, Z.
    [J]. ICPASM 2005: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS, VOLS 1 AND 2, 2006, : 242 - +
  • [7] Integrating case-based reasoning and decision theory
    Tsatsoulis, C
    Cheng, Q
    Wei, HY
    [J]. IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1997, 12 (04): : 46 - 55
  • [8] Research on case adaptation techniques in case-based reasoning
    Chang, CG
    Cui, JJ
    Wang, DW
    Hu, KY
    [J]. PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 2128 - 2133
  • [9] Research of Case Retrieval Strategy in Case-Based Reasoning
    Song, Jianhua
    Wang, Zheng
    Zhang, Lei
    [J]. ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING, PTS 1-3, 2013, 278-280 : 2016 - 2019
  • [10] Case-based reasoning in comparative effectiveness research
    Markatou, M.
    Don, P. Kuruppumullage
    Hu, J.
    Wang, F.
    Sun, J.
    Sorrentino, R.
    Ebadollahi, S.
    [J]. IBM JOURNAL OF RESEARCH AND DEVELOPMENT, 2012, 56 (05)
12345