This extended abstract discusses the challenges of obtaining data for agent-based simulation in one case. Our motivation is to explore the e↵ects of significant migrations upon urban dynamics. To date, we have produced a theoretically-grounded spatial agent-based model, and validated it with data in urban contexts without migration. Now, in contexts with migration, upon moving from an abstracted model to a data-grounded model, we encounter a number of challenges in extending and validating the model. The majority of these challenges concern data.

Picascia, S., Termos, A., Yorke Smith, N. (2017). Towards Data-Driven Agent-Based Simulation: A Case Study of West Asian Urban Dynamics. In Working Notes of AAMAS’17 Workshop on Agent Based Modelling of Urban Systems.

Towards Data-Driven Agent-Based Simulation: A Case Study of West Asian Urban Dynamics

PICASCIA, STEFANO;
2017-01-01

Abstract

This extended abstract discusses the challenges of obtaining data for agent-based simulation in one case. Our motivation is to explore the e↵ects of significant migrations upon urban dynamics. To date, we have produced a theoretically-grounded spatial agent-based model, and validated it with data in urban contexts without migration. Now, in contexts with migration, upon moving from an abstracted model to a data-grounded model, we encounter a number of challenges in extending and validating the model. The majority of these challenges concern data.
2017
Picascia, S., Termos, A., Yorke Smith, N. (2017). Towards Data-Driven Agent-Based Simulation: A Case Study of West Asian Urban Dynamics. In Working Notes of AAMAS’17 Workshop on Agent Based Modelling of Urban Systems.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11365/1016936
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