CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
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authors Bhavnani, S.K., Garrett, J. and Shaw, D.S.
year 1993
title Leading Indicators of CAD Experience
source CAAD Futures ‘93 [Conference Proceedings / ISBN 0-444-89922-7] (Pittsburgh / USA), 1993, pp. 313-334
summary Current interfaces and help facilities of CAD systems are not designed to respond to a user's performance. To develop such adaptive environments, a better understanding of the indicators of CAD experience is required. This paper discusses the results of studying behavior patterns of different types and levels of CAD users for a specific drawing task. The results show that the type and experience of the CAD user has a clear correlation to the pattern of commands used, the time taken, and the quality of drawing produced. By using the experimental data to train a neural network, the paper demonstrates a connectionist approach for experience assessment. This information, it is proposed, can provide input to an adaptive interface which generates unobtrusive interception to improve the performance of a CAD user. Future experiments to explore the issues of generality and interception are presented.
keywords CAD user Modeling, Adaptive Interface, Neural Networks
series CAAD Futures
email bhavnani@umich.edu
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