Pattern, cognition and spatial information processing: Representations of the spatial layout of architectural design with spatial-semantic analytics

Kai Liao, Bauke de Vries*, Jun Kong, Kang Zhang

*Corresponding author for this work

Research output: Contribution to journalConference article published in journalpeer-review

Abstract

In this paper, we review and extend the idea of Alexander’s “pattern language”, especially from the viewpoints of complexity theories, information systems, and human-computer interaction, to explore spatial cognition-based design representations for “intelligent and adaptive/interactive environment” in architecture and urban planning. We propose a theoretic framework of design patterns “with spatial information processing”, and attempt to incorporate stateof- the-art computational methods of information visualization/visual analytics into the conventional CAAD approaches. Focused on the spatial-semantic analytics, together with abstract syntactic pattern representation, by using “spatial-semantic aware” graph grammar formalization, i.e., Spatial Graph Grammars (SGG), the relevant models, algorithms and tool are proposed. We testify our theoretic framework and computational tool VEGGIE (a Visual Environment of Graph Grammar Induction Engineering) by using actual architectural design works (spatial layout exemplars of a small office building and the three house projects by Frank Lloyd Wright) as study cases, so as to demonstrate our proposed approach for practical applications. The results are discussed and further research is suggested.

Original languageEnglish
Pages (from-to)547-562
Number of pages16
JournalCommunications in Computer and Information Science
Volume527
DOIs
Publication statusPublished - 2015
Externally publishedYes
Event16th International Conference on Computer-Aided Architectural Design, CAAD 2015 - São Paulo, Brazil
Duration: 8 Jul 201510 Jul 2015

Bibliographical note

Publisher Copyright:
© Springer-Verlag Berlin Heidelberg 2015.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 11 - Sustainable Cities and Communities
    SDG 11 Sustainable Cities and Communities

Keywords

  • Artificial intelligence
  • Complex adaptive systems
  • Design representations
  • Pattern language
  • Spatial cognition
  • Spatial graph grammars (SGG)
  • Spatial information processing
  • Spatial-semantic analytics
  • Visual language

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