(Learning from Experience)? Promises, Problems and Side-effects of Case-Based Reasoning in Architectural Design

Author:

Heylighen Ann1,Neuckermans Herman1

Affiliation:

1. Katholieke Universiteit Leuven, B-3001 Leuven, Belgium

Abstract

Learning from experience is the essence of Case-Based Reasoning (CBR). Because architects are said to learn design by experience, CBR seemed to hold great promises for their field, which inspired, in the 1990s, the development of various Case-Based Design (CBD) tools. Learning from the experience of developing and using these tools is the objective of this paper. On the one hand, the original expectations seem far from being accomplished today. Reasons for this limited success can be found at three different levels: the cognitive model underlying CBR, the implementation of this model into concrete CBD tools, and the context in which these tools are to be used. On the other hand, CBR research seems to have caused some interesting side effects, such as an increased interest in creativity and copyright, and a re-discovery of the key role that cases play in architectural design.

Publisher

SAGE Publications

Subject

Computer Graphics and Computer-Aided Design,Computer Science Applications,Building and Construction

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1. A review of the use of examples for automating architectural design tasks;Computer-Aided Design;2018-03

2. Overcoming design fixation: Design by analogy studies and nonintuitive findings;Artificial Intelligence for Engineering Design, Analysis and Manufacturing;2016-04-18

3. A Step Beyond to Overcome Design Fixation: A Design-by-Analogy Approach;Design Computing and Cognition '14;2015

4. Context-sensitivity and visual engagement in generative systems;Automation in Construction;2007-01

5. Using Historical Know-how to Model Design References;Computer Aided Architectural Design Futures 2005

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