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id ecaade2018_166
authors Unger, Pawe³ and Rom?o, Luís
year 2018
title The Game of Urban Attractiveness - Shape Grammars and Cellular Automata Based Tool for Prediction of Human's Behaviour in Cities
source Kepczynska-Walczak, A, Bialkowski, S (eds.), Computing for a better tomorrow - Proceedings of the 36th eCAADe Conference - Volume 2, Lodz University of Technology, Lodz, Poland, 19-21 September 2018, pp. 629-638
summary This paper presents a way to predict people's interest in a public space based on a space's "attractiveness" as a movement attractor. Two generative systems are integrated into the prediction model. The Cellular Automata (CA) is the core of simulation engine and the Shape Grammars (SG) is a descriptive language for the CA rules. Both, CA and SG exhibit complementary features counteracting each other's drawbacks. Having translated social behaviour into a set of rules, the CA algorithm applies them to distinguish people's leisure interest attractors from places with a minor attractiveness. The tool is designed to be used at various urban scales by city planners and venture capitalists. It is dedicated towards the early stage of planning process to evaluate the future attractiveness of places. The case study is located in the central district of Lisbon, Bairro Alto. One of the important aspects are description of the rules with SG and interpretation of the CA results. Implemented in Python for Grasshopper and visualised in Rhinoceros3D. The article does not present the final solution, rather is an experimental attempt to interpret and describe the already explored urban context of Cellular Automata.
keywords Behaviour Prediction; Cellular Automata; Shape Grammars; Space Attractiveness; Urban Simulation
series eCAADe
email pawel.unger1@gmail.com
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100%; open Burstedde, C, Klauck, K, Schadschneider, A and Zittartz, J (2001) Find in CUMINCAD Simulation of pedestrian dynamics using a two-dimensional cellular automaton. , Physica A: Statistical Mechanics and its Applications, 295(3-4), pp. 507-525

100%; open Dijkstra, J, Jessurun, AJ and Timmermans, H (2000) Find in CUMINCAD A Multi-agent Cellular Automata Model of Pedestrian Movement. , Pedestrian and evacuation dynamics 2000, SpringerVerlag Berlin, p. 173-181

100%; open Duarte, JP, Rocha, JM and Soares, GD (2007) Find in CUMINCAD Unveiling the structure of the Marrakech Medina: A shape grammar and an interpreter for generating urban form. , AI EDAM, 21(4), pp. 317-349

100%; open Duarte, JP (2005) Find in CUMINCAD A discursive grammar for customizing mass housing: the case of Siza's houses at Malagueira. , Automation in construction, 14(2), pp. 265-275

100%; open Dudek-Dyduch, E. and W¹s, J. (2006) Find in CUMINCAD Knowledge representation of pedestrian dynamics in crowd: formalism of cellular automata. , International Conference on Artificial Intelligence and Soft Computing, pp. 1101-1110

100%; open Fukui, M and Ishibashi, Y (1999) Find in CUMINCAD Self-organized phase transitions in cellular automaton models for pedestrians. , Journal of the physical society of Japan, 68(8), pp. 2861-2863

100%; open Gardner, M (1970) Find in CUMINCAD Mathematical games , Scientific American, 222(6), pp. 132-140

100%; open Motalebi, N, Duarte, J and Pinto, J (2017) Find in CUMINCAD A Shape Grammar of Emotional Postures. , Proceedings of eCAADe 2017, Sapienza University of Rome, Rome, Italy, pp. 485-492

100%; open Song, C, Qu, Z, Blumm, N and Barabási, AL (2010) Find in CUMINCAD Limits of predictability in human mobility. , Science, 327(5968), pp. 1018-1021

100%; open Speller, TH, Whitney, D and Crawley, E (2007) Find in CUMINCAD Using shape grammar to derive cellular automata rule patterns. , COMPLEX SYSTEMS-CHAMPAIGN, 17(1/2), p. 79

100%; open Stevens, D and Dragiæeviæ, S (2007) Find in CUMINCAD A GIS-based irregular cellular automata model of land-use change. , Environment and Planning B: Planning and Design, 34(4), pp. 708-724

100%; open Stiny, G and Mitchell, WJ (1978) Find in CUMINCAD The palladian grammar , Environment and planning B: Planning and design, 5(1), pp. 5-18

100%; open Stiny, G (1980) Find in CUMINCAD Introduction to shape and shape grammars. , Environment and planning B: planning and design, 7(3), pp. 343-351

100%; open White, R and Engelen, G (2000) Find in CUMINCAD High-resolution integrated modelling of the spatial dynamics of urban and regional systems , Computers, environment and urban systems, 24(5), pp. 383-400

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