id |
caadria2019_307 |
authors |
Nguyen, Binh Vinh Duc, Peng, Chengzhi and Wang, Tsung-Hsien |
year |
2019 |
title |
KOALA - Developing a generative house design system with agent-based modelling of social spatial processes |
source |
M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 235-244 |
doi |
https://doi.org/10.52842/conf.caadria.2019.1.235
|
summary |
The paper presents the development of an agent-based approach to modelling the interaction of human emotion and behaviour with built spaces. The study addresses how human behaviour and social relation can be represented and modelled to interact with a virtual built environment composed in parametric architectural geometry. KOALA, a prototype of agent-based modelling of social spatial dynamics at the core of a parametric architectural design environment is proposed. In building KOALA's system architecture, we adapted the PECS (Physical, Emotional, Cognitive, Social) reference model of human behaviour (Schmidt 2002) and introduced the concept of Social Spatial Comfort as a measurement of three key factors influencing human spatial experiences. KOALA was evaluated by a comparative modelling of two contrasting Vietnamese dwellings known to us. As expected, KOALA returns very different temporal characteristics of spatial modifications of the two dwellings over a simulated timeframe of one year. We discuss the lessons learned and further research required. |
keywords |
Parametricism; generative house design system; architectural parametric geometry; human behaviour; social-spatial dynamics |
series |
CAADRIA |
email |
c.peng@shef.ac.uk |
full text |
file.pdf (4,412,052 bytes) |
references |
Content-type: text/plain
|
Bittencourt, MC, Pereira, VLD do V and Pacheco, W Júnior (2015)
The Usability of Architectural Spaces: Objective and Subjective Qualities of Built Environment as Multidisciplinary Construction
, Procedia Manufacturing, 3(Ahfe)
|
|
|
|
Bittencourt, MC, Pereira, VLD do V and Pacheco, W Júnior (2015)
The Usability of Architectural Spaces: Objective and Subjective Qualities of Built Environment as Multidisciplinary Construction
, Procedia Manufacturing, 3(Ahfe)
|
|
|
|
Briano, E, Mosca, R, Revetria, R and Testa, A (2011)
A Simplified Human Cognitive Approach for Supporting Crod Modeling in Tunnel Fires Emergency Simulation
, Modern Approaches in Applied Intelligence: 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, Syracuse, NY, USA, pp. 58-67
|
|
|
|
Heppenstall, AJ, Malleson, N and Crooks, A (2016)
Space, the Final Frontier: How Good are Agent-Based Models at Simulating Individuals and Space in Cities?
, Systems 2016, 4, p. 9
|
|
|
|
Hong, SW and Lee, YG (2018)
The Effects of Human Behaviour Simulation on Architecture Major Students Fire Egress Planning
, Journal of Asian Architecture and Building Engineering, 17(1), pp. 125-132
|
|
|
|
Jorn, M and Shin, J (2014)
Cultural attributes and recreating home: Residential experiences of Korean elderly immigrants in affordable housing
, Journal of the Korean housing association, 25(3), pp. 13-23
|
|
|
|
Nguyen, NT and Kobayashi, H (2014)
Spatial transformation of traditional garden houses in Hue Citadel, Vietnam
, Vernacular Architecture: Towards a Sustainable Future, pp. 543-549
|
|
|
|
Pax, R and Pavon, J (2016)
Agent Architecture for Crowd Simulation in Indoor Environments
, Journal of Ambient Intelligence and Humanized Computing, 8(2), pp. 205-212
|
|
|
|
Ratti, C and Claudel, M (2015)
Open Source Architecture
, Thames & Hudson, London, UK
|
|
|
|
Schaumann, D, Pilosof, NP, Date, K and Kalay, YE (2016)
A Study of Human Behavior Simulation in Architectural Design for Healthcare Facilities
, Annali dell'Istituto Superiore di Sanit?, 52(1), pp. 24-32
|
|
|
|
Schmidt, B (2002)
Modelling of Human Behaviour: The PECS Reference Model
, Artificial Intelligence, c, pp. 13-18
|
|
|
|
Sibbel, R and Urban, C (2002)
Agent-based modelling and simulation for hospital management
, Saam, NJ and Schmidt, B (eds), Cooperative Agents: Applications in the Social Sciences, Springer Science & Business Media, pp. 183-202
|
|
|
|
Sussman, A and Hollander, JB (2014)
Cognitive Architecture: Designing for How We Respond to the Built Environment
, Routledge
|
|
|
|
last changed |
2022/06/07 07:58 |
|