Scenario-based knowledge representation in case-based reasoning systems

被引:37
|
作者
Sun, B [1 ]
Xu, LD [1 ]
Pei, XM [1 ]
Li, HZ [1 ]
机构
[1] Xian Jiaotong Univ, Sch Management, Xian 710049, Peoples R China
关键词
knowledge-based systems; expert systems; intelligent systems; case-based reasoning; artificial intelligence;
D O I
10.1111/1468-0394.00230
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A scenario-based representation model for cases in the domain of managerial decision-making is proposed. The scenarios in narrative texts are converted to scenario units Of knowledge organization. The elements and structure of the scenario unit are defined. The scenario units can be linked together or coupled with others. Compared with traditional case representation methods based on database tables or frames, the proposed model is able to represent knowledge in the domain of managerial decision-making at a much deeper level and provide much more support for case-based systems employed in business decision-making.
引用
收藏
页码:92 / 99
页数:8
相关论文
共 50 条
  • [1] Knowledge representation and reasoning in case-based design systems
    Tsokos, T. G.
    Dentsoras, A. J.
    [J]. EWORK AND EBUSINESS IN ARCHITECTURE, ENGINEERING AND CONSTRUCTION, 2012, : 653 - 662
  • [2] Case-based reasoning systems for knowledge mediation
    Griffiths, AD
    Harrison, MD
    Dearden, AM
    [J]. HUMAN-COMPUTER INTERACTION - INTERACT '99, 1999, : 425 - 433
  • [3] Representation in case-based reasoning
    Bergmann, Ralph
    Kolodner, Janet
    Plaza, Enric
    [J]. KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 209 - 213
  • [4] Case-based reasoning for medical knowledge-based systems
    Schmidt, R
    Gierl, L
    [J]. MEDICAL INFOBAHN FOR EUROPE, PROCEEDINGS, 2000, 77 : 720 - 725
  • [5] KNOWLEDGE REPRESENTATION IN A CASE-BASED REASONING SYSTEM - DEFAULTS AND EXCEPTIONS
    KOTON, P
    CHASE, MP
    [J]. PROCEEDINGS OF THE FIRST CONFERENCE ON PRINCIPLES OF KNOWLEDGE REPRESENTATION AND REASONING, 1989, : 203 - 211
  • [6] KNOWLEDGE ACQUISITION TOOL FOR CASE-BASED REASONING SYSTEMS
    MECHITOV, AI
    MOSHKOVICH, HM
    OLSON, DL
    KILLINGSWORTH, B
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 1995, 9 (02) : 201 - 212
  • [7] Fault representation in case-based reasoning
    Tran, Ha Manh
    Schoenwaelder, Juergen
    [J]. MANAGING VIRTUALIZATION OF NETWORKS AND SERVICES, PROCEEDINGS, 2007, 4785 : 50 - 61
  • [8] Case-based reasoning: Extending the frontiers of knowledge-based systems
    Mahapatra, RK
    [J]. JOURNAL OF COMPUTER INFORMATION SYSTEMS, 1997, 38 (02) : 87 - 94
  • [9] Knowledge database and case-based reasoning
    Raskob, W.
    Moehrle, S.
    Bai, S.
    [J]. RADIOPROTECTION, 2016, 51 (HS2) : S185 - S186
  • [10] Knowledge Representation Model Based on Case-Based Reasoning and the Domain Ontology: Application to the IT Consultation
    Avdeenko, Tatiana V.
    Makarova, Ekaterina S.
    [J]. IFAC PAPERSONLINE, 2018, 51 (11): : 1218 - 1223