Mapping goals and kinds of explanations to the knowledge containers of case-based reasoning systems

被引：0
|
作者：
Roth-Berghofer, TR
Cassens, J
机构：
[1] Univ Kaiserslautern, Dept Comp Sci, Knowledge Based Syst Grp, D-67653 Kaiserslautern, Germany
[2] German Res Ctr Artificial Intelligence DFKI GMBH, Knowledge Management Dept, D-67663 Kaiserslautern, Germany
[3] Norwegian Univ Sci & Technol, Dept Comp & Informat Sci, N-7491 Trondheim, Norway
来源：
CASE-BASED REASONING RESEARCH AND DEVELOPMENT, PROCEEDINGS | 2005年 / 3620卷
关键词：
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：
Research on explanation in Case-Based Reasoning (CBR) is a topic that gains momentum. In this context, fundamental issues on what are and to which end do we use explanations have to be reconsidered. This article presents a prelimenary outline of the combination of two recently proposed classifications of explanations based on the type of the explanation itself and user goals which should be fulfilled. Further on, the contribution of the different knowledge containers for modeling the necessary knowledge is examined.
引用
收藏
页码：451 / 464
页数：14
相关论文
共 50 条
  • [1] Introspective learning to build case-based reasoning (CBR) knowledge containers
    Craw, S
    [J]. MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, PROCEEDINGS, 2003, 2734 : 1 - 6
  • [2] Case-based reasoning systems for knowledge mediation
    Griffiths, AD
    Harrison, MD
    Dearden, AM
    [J]. HUMAN-COMPUTER INTERACTION - INTERACT '99, 1999, : 425 - 433
  • [3] Explanations and case-based reasoning: Foundational issues
    Roth-Berghofer, TR
    [J]. ADVANCES IN CASE-BASED REASONING, PROCEEDINGS, 2004, 3155 : 389 - 403
  • [4] 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
  • [5] 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
  • [6] Case-based reasoning for medical knowledge-based systems
    Schmidt, R
    Gierl, L
    [J]. MEDICAL INFOBAHN FOR EUROPE, PROCEEDINGS, 2000, 77 : 720 - 725
  • [7] Explanation in Case-Based Reasoning–Perspectives and Goals
    Frode Sørmo
    Jörg Cassens
    Agnar Aamodt
    [J]. Artificial Intelligence Review, 2005, 24 : 109 - 143
  • [8] Compositional Adaptation of Explanations in Textual Case-Based Reasoning
    Sizov, Gleb
    Ozturk, Pinar
    Marsi, Erwin
    [J]. CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2016, 2016, 9969 : 387 - 401
  • [9] An Integrated Knowledge Adaption Framework for Case-Based Reasoning Systems
    Lu, Ning
    Lu, Jie
    Zhang, Guangquan
    [J]. KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II, PROCEEDINGS, 2009, 5712 : 372 - 379
  • [10] Case-based reasoning: Extending the frontiers of knowledge-based systems
    Mahapatra, RK
    [J]. JOURNAL OF COMPUTER INFORMATION SYSTEMS, 1997, 38 (02) : 87 - 94
12345