id |
caadria2003_b4-1 |
authors |
Kuo, Chung-Jen |
year |
2003 |
title |
Spatial Analysis of Chinese Garden Designs with Machine Learning |
source |
CAADRIA 2003 [Proceedings of the 8th International Conference on Computer Aided Architectural Design Research in Asia / ISBN 974-9584-13-9] Bangkok Thailand 18-20 October 2003, pp. 541-552 |
doi |
https://doi.org/10.52842/conf.caadria.2003.541
|
summary |
This research intends to propose a scheme for analyzing Chinese Garden Design by incorporating spatial theory, data mining, concept of object, and network-like data structure. Design elements of Chinese garden are placed in a network according to the existing gardens according to spatial theory. Collected networks are then divided into pair of elements connected by their relationship and stored in a database. Later, data mining is applied to attain patterns from the node-and-relationship pairs. Meanwhile, the elements of the same level can be classified and data grouping can be done by the implementation itself. Thru this research, we can gain insight upon the spatial information and relationship between elements of Chinese garden designs. The result is a set of more concise and structural descriptions, which reveals the rhythm behind the Chinese garden design and can be a great pedagogical aid. |
series |
CAADRIA |
email |
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full text |
file.pdf (596,934 bytes) |
references |
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Barton, C. (2001)
Sites of Memory
, New York: Princeton Architectural Press
|
|
|
|
Brawne, M. (1992)
From Idea to Building
, Oxford: Butterworth Architecture
|
|
|
|
Jain, S., Osherson, D., Royer, J. and Sharma, A. (1999)
Systems that Learn
, Cambridge: The MIT Press
|
|
|
|
Johnson, P. (1994)
The theory of Architecture ñ Concepts
, Themes, & Practices, New York: Nostrand Reinhold
|
|
|
|
Kuo, C.J. (1999)
Unsupervised Dynamic Concurrent Computer-Aided Design Assistant
, Dissertation, Los Angeles: UCLA
|
|
|
|
Langley, Pat (1996)
Elements of Machine Learning
, San Francisco: Morgan Kaufmann Publishers, Inc.
|
|
|
|
Li, Heng (1994)
Machine Learning of Design Concepts
, Ashurst: Computational Mechanics Publications
|
|
|
|
Michalski, R., Bratko, I. and Kubat, M. (1998)
Machine Learning and Data Mining
, Chichester: Wiley
|
|
|
|
Portoghesi, P. (2000)
Nature and Science
, Milano: Skira Editore S.p.A.
|
|
|
|
Rowe, P. (1995)
Design Thinking
, Cambridge: The MIT Press
|
|
|
|
Sutton, R. and Barto, A. (1998)
Reinforcement Learning
, Cambridge: The MIT Press
|
|
|
|
Unwin, S. (1997)
Analyzing Architecture
, London: Routledge
|
|
|
|
last changed |
2022/06/07 07:52 |
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