INDEXING TREE AND PRUNING CONCEPTS TO SUPPORT CASE-BASED REASONING

被引：4
|
作者：
HANSEN, JV
MESERVY, RD
WOOD, LE
机构：
[1] Brigham Young University, UT
来源：
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE | 1994年 / 22卷 / 04期
关键词：
CASE-BASED REASONING; DECISION TREES; INDEXING; PRUNING; RANK; CONCEPT ACCURACY;
D O I：
10.1016/0305-0483(94)90062-0
中图分类号：
C93 [管理学];
学科分类号：
12 ; 1201 ; 1202 ; 120202 ;
摘要：
Case-based reasoning is thought to aid decision making because it mimics the way in which humans analyze problems. Effective recall of case situations that are similar to a current situation is a key component of this type of decision support. This paper shows how the concept of rank can be used to create compact indexing trees for recall of similar cases. We further consider how pruning can be applied to improving compactness and methods for measuring the reliability of the result.
引用
收藏
页码：361 / 369
页数：9
相关论文
共 50 条
  • [21] Case-based reasoning support system for conflict modeling
    Fang, LP
    Ross, S
    Hipel, KW
    SMC 2000 CONFERENCE PROCEEDINGS: 2000 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN & CYBERNETICS, VOL 1-5, 2000, : 524 - 530
  • [22] EVIDENTIAL SUPPORT LOGIC, FRIL AND CASE-BASED REASONING
    BALDWIN, JF
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1993, 8 (09) : 939 - 960
  • [23] Case-Based Reasoning for Support of the Diagnostics of Cardiovascular Diseases
    Tocimakova, Zuzana
    Pusztova, L'udmila
    Paralic, Jan
    Pella, Dominik
    DIGITAL PERSONALIZED HEALTH AND MEDICINE, 2020, 270 : 537 - 541
  • [24] Hierarchical case-based reasoning to support knitwear design
    Richards, P.
    Ekart, A.
    CIRP JOURNAL OF MANUFACTURING SCIENCE AND TECHNOLOGY, 2010, 2 (04) : 299 - 309
  • [25] Role of case-based reasoning in neurology decision support
    Ivanovic, M
    Kurbalija, V
    Budimac, Z
    Semnic, M
    KNOWLEDGE-BASED SOFTWARE ENGINEERING, 2002, 80 : 255 - 263
  • [26] A case-based reasoning reconfiguration decision support system
    Lejri, O.
    Tagina, M.
    International Review on Computers and Software, 2012, 7 (04) : 1556 - 1562
  • [27] A case-based reasoning system for tunnel support design
    Zhang, Q
    Nie, XY
    Tian, WT
    Qin, SJ
    INTERNATIONAL CONGRESS ON ROCK MECHANICS - PROCEEDINGS, VOLS 1 AND 2, 1995, : 907 - 909
  • [28] ENGINEERING DESIGN SUPPORT FRAMEWORK BY CASE-BASED REASONING
    NAKATANI, Y
    TSUKIYAMA, M
    FUKUDA, T
    ISA TRANSACTIONS, 1992, 31 (02) : 165 - 180
  • [29] Case-based reasoning for intelligent support of construction negotiation
    Li, H
    INFORMATION & MANAGEMENT, 1996, 30 (05) : 231 - 238
  • [30] A case-based reasoning approach to support story summarization
    Capus, L
    Tourigny, N
    INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 2003, 18 (08) : 877 - 891
12345