A Case-Based Framework for Interactive Capture and Reuse of Design Knowledge

被引:0
作者
David B. Leake
David C. Wilson
机构
[1] Indiana University,Computer Science Department, Lindley Hall 215
来源
Applied Intelligence | 2001年 / 14卷
关键词
case-based reasoning; concept mapping; interactive systems; integrations; knowledge acquisition; design;
D O I
暂无
中图分类号
学科分类号
摘要
Aerospace design is a complex task requiring access to large amounts of specialized information. Consequently, intelligent systems that support and amplify the abilities of human designers by capturing and presenting relevant information can profoundly affect the speed and reliability of design generation. This article describes research on supporting aerospace design by integrating a case-based design support framework with interactive tools for capturing expert design knowledge through “concept mapping.” In the integrated system, interactive concept mapping tools provide crucial functions for generating and examining design cases and navigating their hierarchical structure, while CBR techniques facilitate retrieval and aid interactive adaptation of designs. Our goal is both to provide a useful design aid and to develop general interactive techniques to facilitate case acquisition and adaptation. Experiments illuminate the performance of the system's context-sensitive retrieval during interactive case adaptation and the conditions under which it provides the most benefit.
引用
收藏
页码:77 / 94
页数:17
相关论文
共 50 条
[31]   The inseparability problem in interactive case-based reasoning [J].
McSherry, D .
KNOWLEDGE-BASED SYSTEMS, 2002, 15 (5-6) :293-300
[32]   Interactive case-based reasoning in sequential diagnosis [J].
McSherry, D .
APPLIED INTELLIGENCE, 2001, 14 (01) :65-76
[33]   Interactive Case-Based Reasoning in Sequential Diagnosis [J].
David Mcsherry .
Applied Intelligence, 2001, 14 :65-76
[34]   Case-based reasoning for chemical engineering design [J].
Stephane, Negny ;
Marc, Le Lann Jean .
CHEMICAL ENGINEERING RESEARCH & DESIGN, 2008, 86 (6A) :648-658
[35]   Knowledge database and case-based reasoning [J].
Raskob, W. ;
Moehrle, S. ;
Bai, S. .
RADIOPROTECTION, 2016, 51 (HS2) :S185-S186
[36]   A Knowledge Integrated Case-Based Classifier [J].
Muangprathub, Jirapond ;
Kajornkasirat, Siriwan ;
Wanichsombat, Apirat ;
Boonjing, Veera ;
Saelee, Jarunee ;
Intarasit, Arthit .
INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING, 2019, 29 (06) :849-871
[37]   A Multi-agent and Case-based Reasoning Framework for Knowledge Sharing in Supply Chain [J].
Wu, Lihua ;
Zang, Yujie .
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 3, 2009, :575-579
[38]   Indexing and retrieval of cases in a case-based design system [J].
Raphael, B ;
Kumar, B .
AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING, 1996, 10 (01) :47-63
[39]   Interactive case-based planning for forest fire management [J].
Avesani, P ;
Perini, A ;
Ricci, F .
APPLIED INTELLIGENCE, 2000, 13 (01) :41-57
[40]   Interactive Case-Based Planning for Forest Fire Management [J].
Paolo Avesani ;
Anna Perini ;
Francesco Ricci .
Applied Intelligence, 2000, 13 :41-57