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

  • Authors:

  • David B. Leake;David C. Wilson

  • Affiliations:

  • Computer Science Department, Lindley Hall 215, Indiana University, 150 S. Woodlawn Avenue, Bloomington, IN 47405-7104, USA. leake@cs.indiana.edu;Computer Science Department, Lindley Hall 215, Indiana University, 150 S. Woodlawn Avenue, Bloomington, IN 47405-7104, USA. davwils@cs.indiana.edu

  • Venue:
  • Applied Intelligence
  • Year:
  • 2001

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Abstract

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.