Abstract
In this paper, we summarized an application of the ILP technique to the analysis of the human design process in architectural design. We focused particularly on discovering the patterns in the spatial composition process in the framework of design analysis called Architectural Space Montage Technique. Spatial composition data used in this paper are complexly structured data, which are collections of architectural objects with geometric relationships. The objects and relationships are constrained within a given set of attributes (such as object type, object angle, time stamp, relation type) together with background knowledge on the class hierarchies of object types and relation types. We modeled these spatial composition process data in first-order logic and applied the ILP system Progol to discover design patterns that characterized the given data.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Bollnow, O: 1963, Mensch und Raum, W, Kohlnammer GmbH, Stuttgart.
Koning H and Eizenberg J: 1981, The language of the prairie: Frank Lloyd Wright’s prairie houses, Environment and Planning B 8: 295–323
Lavrac, N, Dzeroski, S, and Numao, M: 1999, Inductive logic programming for relational knowledge discovery, New Generation Computing 17: 2–23.
Merleau-Ponty, M: 1945, Phénoméologie de la Perception,Gallimard.
Muggleton, S and De Raedt, L: 1994, Inductive logic programming: theory and methods, Journal of Logic Programming 19–20: 629–678.
Muggleton, S: 1995, Inverse entailment and PROGOL, New Generation Computing 13: 245–286.
Numao, M and Shimizu, S: 1997, Data mining for distribution industry, Journal of Japanese Society for Artificial Intelligence 12 (4): 528–535 (in Japanese).
Okazaki, S and Ito, T: 1992a, Architectural space montage technique and schizophrenic patient, Journal of Architecture, Planning, Environment Engineering AlJ 436: 127–137 (In Japanese).
Okazaki, S: 1992b, Architectural space montage technique and school children, Journal of Architecture, Planning, Environment Engineering AIJ 438: 109–118 (In Japanese).
Okazaki, S, Ooi, F, et al: 1997, Architectural space montage technique and mentally handicapped children, Journal of Architecture, Planning, Environment Engineering. AIJ 496: 237–245 (In Japanese).
Okazaki, S, Yanagisawa, K., et al: 1999, Architectural space montage technique and kindergarten children, Journal of Architecture, Planning, Environment Engineering AIJ 518: 313–320 (In Japanese).
Piaget, J and Inhelder, B. 1963, Les images mentales, in P Fraisse and J Piaget (eds), Traité de Psychologie Expérimentale: 7 L’intelligence,Presses Universitaires de France, Paris, pp. 65–108.
Quinlan, JR: 1993, C4.5: Programs for Machine Learning, Morgan Kaufmann, San Mateo, CA.
Schulz, CN: 1971, Existence, Space and Architecture, Studio Vista Limited, London.
Shimazu, K and Hurukawa K: 2000, KDD system, DB-Amp -design, implementation and its application to an expert system, Journal of Japanese Society for Artificial Intelligence 15(4): 629–637 (In Japanese).
Srinivasan, A., and Camacho, R.: 1999, P-Progol User Manual http://oldwww.comlab.ox.ac.uk/oucl/groups/machlearn/PProgol/ppman.html. Hosted at the Oxford University, Machine Learning at the Computing Laboratory.
Sugiura, N., and Okazaki, S.: 2001, Analysis of spatial composition process by inductive logic programming - extracting peculiar rules in process of spatial composition on space montage technique -, Journal of Architecture, Planning, Environment Engineering AIJ 546: 141–148 (In Japanese).
Tsumoto, S and Hiroshi T: 1997, Medical application of data mining, Journal of Japanese Society for Artificial Intelligence 12 (4): 536–543 (in Japanese)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2002 Springer Science+Business Media Dordrecht
About this chapter
Cite this chapter
Sugiura, N., Okazaki, S. (2002). Analysis of Architectural Space Composition Using Inductive Logic Programming. In: Gero, J.S. (eds) Artificial Intelligence in Design ’02. Springer, Dordrecht. https://doi.org/10.1007/978-94-017-0795-4_7
Download citation
DOI: https://doi.org/10.1007/978-94-017-0795-4_7
Publisher Name: Springer, Dordrecht
Print ISBN: 978-90-481-6059-4
Online ISBN: 978-94-017-0795-4
eBook Packages: Springer Book Archive