Integrating diverse information resources in a case-based design environment

David B. Leake, Lawrence A Birnbaum, Kristian J Hammond, Cameron Marlow, Hao Yang

Research output: Contribution to journalArticle

18 Citations (Scopus)

Abstract

The success of case-based design aids depends both on the case-based reasoning processes they apply and on effectively integrating those processes into the larger task context: on making the case-based reasoning component present case information at the right time and in the right way, on exploiting additional information resources as needed to supplement the case library and to guide case application, on capturing useful information from current reasoning and providing it to up- and down-stream designers, and on unobtrusively learning new cases during the design process. This article presents a set of principles and techniques for integrated case-based design support systems and illustrates their application through a case study of the Stamping Advisor, a system to support feasibility analysis for sheet metal automotive parts.

Original languageEnglish (US)
Pages (from-to)705-716
Number of pages12
JournalEngineering Applications of Artificial Intelligence
Volume12
Issue number6
DOIs
StatePublished - Jan 1 1999

Fingerprint

Case based reasoning
Design aids
Stamping
Sheet metal

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Artificial Intelligence
  • Electrical and Electronic Engineering

Cite this

@article{449dd01d33f14d0b9697d68c08888e36,
title = "Integrating diverse information resources in a case-based design environment",
abstract = "The success of case-based design aids depends both on the case-based reasoning processes they apply and on effectively integrating those processes into the larger task context: on making the case-based reasoning component present case information at the right time and in the right way, on exploiting additional information resources as needed to supplement the case library and to guide case application, on capturing useful information from current reasoning and providing it to up- and down-stream designers, and on unobtrusively learning new cases during the design process. This article presents a set of principles and techniques for integrated case-based design support systems and illustrates their application through a case study of the Stamping Advisor, a system to support feasibility analysis for sheet metal automotive parts.",
author = "Leake, {David B.} and Birnbaum, {Lawrence A} and Hammond, {Kristian J} and Cameron Marlow and Hao Yang",
year = "1999",
month = "1",
day = "1",
doi = "10.1016/S0952-1976(99)00042-1",
language = "English (US)",
volume = "12",
pages = "705--716",
journal = "Engineering Applications of Artificial Intelligence",
issn = "0952-1976",
publisher = "Elsevier Limited",
number = "6",

}

Integrating diverse information resources in a case-based design environment. / Leake, David B.; Birnbaum, Lawrence A; Hammond, Kristian J; Marlow, Cameron; Yang, Hao.

In: Engineering Applications of Artificial Intelligence, Vol. 12, No. 6, 01.01.1999, p. 705-716.

Research output: Contribution to journalArticle

TY - JOUR

T1 - Integrating diverse information resources in a case-based design environment

AU - Leake, David B.

AU - Birnbaum, Lawrence A

AU - Hammond, Kristian J

AU - Marlow, Cameron

AU - Yang, Hao

PY - 1999/1/1

Y1 - 1999/1/1

N2 - The success of case-based design aids depends both on the case-based reasoning processes they apply and on effectively integrating those processes into the larger task context: on making the case-based reasoning component present case information at the right time and in the right way, on exploiting additional information resources as needed to supplement the case library and to guide case application, on capturing useful information from current reasoning and providing it to up- and down-stream designers, and on unobtrusively learning new cases during the design process. This article presents a set of principles and techniques for integrated case-based design support systems and illustrates their application through a case study of the Stamping Advisor, a system to support feasibility analysis for sheet metal automotive parts.

AB - The success of case-based design aids depends both on the case-based reasoning processes they apply and on effectively integrating those processes into the larger task context: on making the case-based reasoning component present case information at the right time and in the right way, on exploiting additional information resources as needed to supplement the case library and to guide case application, on capturing useful information from current reasoning and providing it to up- and down-stream designers, and on unobtrusively learning new cases during the design process. This article presents a set of principles and techniques for integrated case-based design support systems and illustrates their application through a case study of the Stamping Advisor, a system to support feasibility analysis for sheet metal automotive parts.

UR - http://www.scopus.com/inward/record.url?scp=0033285223&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0033285223&partnerID=8YFLogxK

U2 - 10.1016/S0952-1976(99)00042-1

DO - 10.1016/S0952-1976(99)00042-1

M3 - Article

AN - SCOPUS:0033285223

VL - 12

SP - 705

EP - 716

JO - Engineering Applications of Artificial Intelligence

JF - Engineering Applications of Artificial Intelligence

SN - 0952-1976

IS - 6

ER -