A Conceptual Framework for Agent-Based Modeling of Human Behavior in Spatial Design

Esposito, Dario; Abbattista, Ilenia; Camarda, Domenico

doi:10.1007/978-981-15-5764-4_17

Cited by 4 publications

(1 citation statement)

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“…This, on the other hand, focuses on the individual's self-motivated path choices through the environment. This last topic was recently investigated for various aspects by our research group (see e.g., [25][26][27]).…”

Section: Research Objectives and Case Study Descriptionmentioning

confidence: 99%

Agent-Based Analysis of Urban Spaces Using Space Syntax and Spatial Cognition Approaches: A Case Study in Bari, Italy

2020

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The present study provides a reflection on the agent-based intelligence of urban spatial environments through the comparison of a formal quantitative approach, i.e., space syntax, and a qualitative experimentation based on the spatial cognition approach. Until recently, space syntax was adopted by urban planners and designers to support urban design and planning decisions, based on an analysis of the urban physical environment. Researchers in the cognitive science field have increased their attempts to address space syntax techniques to better understand the relationships of cognitive spatial agents with the spatial features of urban environments. In this context, the experimental approach focuses on the qualities of the environment as interacted, perceived and interpreted by cognitive agents and reflects on the role which it plays in affecting spatial decisions and route choices. The present paper aimed to explore the extent to which possible integration between the different approaches can provide insights on agent-based decisions in actions and behavioural processes in space for useful perspectives in urban analysis and planning. Findings suggest relevant correlations between the experimentation results and space syntax predictions when a correspondence of some aspects can be found. Conversely, interesting qualitative insights from the spatial cognition approach are pointed out to enrich the configurational analysis. The potential and constraints of each approach and the ways of combining these are presented. Evidence supports the suitability of the proposal outlined in the present paper within the framework of urban planning practice.

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Section: Research Objectives and Case Study Descriptionmentioning

confidence: 99%