id |
ecaade2022_402 |
authors |
Neumayr, Robert |
year |
2022 |
title |
Agent-Based Semiology - Simulating office occupation patterns with conversation-based social models |
doi |
https://doi.org/10.52842/conf.ecaade.2022.2.141
|
source |
Pak, B, Wurzer, G and Stouffs, R (eds.), Co-creating the Future: Inclusion in and through Design - Proceedings of the 40th Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2022) - Volume 2, Ghent, 13-16 September 2022, pp. 141–150 |
summary |
The importance of fostering formal and informal conversation to optimize office space performance has been well researched since the introduction of the 1970s cybernetic office layout strategies and recent research suggests, that formal and informal conversations at work can no longer be meaningfully separated, making efficient conversation patterns even more central to a successful office layout in the age of knowledge economy. In such a setup, social factors, like hierarchy, group membership, or expertise, contribute more to the formation of an office’s spatial occupation patterns than the space’s morphology itself. Consequently, standard tools of space evaluation, such as Space Syntax, that rely on the analysis of a space's topological description, yield inconclusive results, as the quantitative description of the space can no longer be matched to the changing patterns of interactions observed in that space. The research methodology described in this paper, therefore, aims to optimize contemporary office environments in a different way. Embedded in the conceptual framework of agent-based simulation, this research does not foreground the configuration of space itself but focuses on developing a population of agents sophisticated enough to allow for the emergence of an a simplified, yet plausibly life-like collective office scenario. Here, special occupation patterns evolve over time based on series of subsequent communication events between all agents in a space, where participants, locations, total numbers of various types of conversations, and durations depend on previous events as well as on a simplified social model. Different office scenarios are then analyzed against a set of selected criteria to identify successful office configurations. This paper describes the methodology’s underlying concepts and setup, introduces the agent-based simulations that were developed and presents and speculate about the preliminary research results and findings. |
keywords |
Design Methodology, Agent-Based Modelling, Office Space Simulation |
series |
eCAADe |
email |
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full text |
file.pdf (586,229 bytes) |
references |
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|
Abar S., Theodoropoulos G., Lemarinier, P. and O'Hare, G. (2017)
Agent Based Modelling and Simulation tools: A review of the state-of-art software
, Computer Science Review 24, pp. 13-33
|
|
|
|
Axtell, R. and Epstein, J. (1994)
Agent Based Modelling: Understanding Our Creations
, The Bulletof the Santa Fe Institute Winter 1994, pp. 28-32
|
|
|
|
Bafna, S. (2003)
Space Syntax A Brief Introduction to Its Logic and Analytical Techniques
, Environment and Behaviour 35, pp. 17-29
|
|
|
|
Berardi, F. (2009)
The Sould at Work: From Alienation to Autonomy
, South Pasadena: Semiotext(e)
|
|
|
|
Dreyfuss, H. (1967)
The Measure of Man - Human Factors in Design
, New York: Whitney Library of Design
|
|
|
|
Eurostat (ed.). (2013)
Science, Technology, and Innovation in Europe
, Luxembourg: Publication Office of the European Union
|
|
|
|
Eurostat (ed.). (2021)
Key figures on Europe
, 2021 Edition. Luxembourg: Publication Office of the European Union
|
|
|
|
Fagiolo, G., Windrum, P., and Moneta, A. (2006)
Empirical validation of Agent-Based Models: A Critical Survey
, LEM Working Paper Series No 2006/14. Pisa: Sant' Anna School of Advanced Studies, Laboratory of Economics and Management
|
|
|
|
Fruin, J. (1987)
Pedestrian Planning and Design
, Revised Edition. Alabama: Elevator World Inc
|
|
|
|
Gilbert, N. (2008)
Agent-Based Models
, Thousand Oaks: Sage Publications
|
|
|
|
Grajevski, T. (1993)
The SAS Head Office Space - Spatial Configuration and Interaction Patterns
, Nordic Journal of Architectural Research, Vol. 2. pp. 63-74
|
|
|
|
Greene, C. and Myerson, J. (2011)
Space for Thought: Designing for Knowledge Workers
, Facilities Vol. 29 Issue: 1/2, pp. 19-30
|
|
|
|
Groves, K. and Marlow, O. (2016a)
Interview with Kerstin Sailer in Spaces for Innovation - The Design and Science of Inspiring Environments
, Amsterdam: Frame Publishers, pp. 61-64
|
|
|
|
Groves, K. and Marlow, O. (2016b)
The Spatial Context. Location, Proximity, and Interaction in Spaces for Innovation - The Design and Science of Inspiring Environments
, Amsterdam: Frame Publishers, pp. 157-164
|
|
|
|
Hall, E. (1966)
The Hidden Dimension
, Anchor Books, New York: Random House
|
|
|
|
Hillier, B. and Hanson, J. (2003)
The Social Logic of Space
, Cambridge: Cambridge University Press
|
|
|
|
Marazzi, C. (2007)
Capital and Affects: The Politics of the Language Economy.
, Los Angeles: Semiotext(e)
|
|
|
|
Markhede, H., Koch, D. (2007)
Positioning Analysis: Social Structures in Configurative Modelling
, Proceedings of the 6th International Space Syntax Symposium Istanbul. pp. 069-1-069-14
|
|
|
|
Miller, J. and Page, S. (2007)
Complex Adaptive Systems
, An Introduction to Computational Models of Social Life. Princeton: Princeton University Press
|
|
|
|
Myerson, J. and Ross, P. (2006)
Space to Work
, New Office Design. London: Laurence King Publishing
|
|
|
|
last changed |
2024/04/22 07:10 |
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