RT Conference Proceedings
T1 Stepping on earth: A roadmap for data-driven agent-based modelling
A1 Gilbert, Nigel
A1 Hassan Collado, Samer
A1 Antunes, Luis
A1 Pavón Mestras, Juan Luis
AB In the last few years an increasing number of more complicated Agent-Based Models have been designed with the aim of approaching reality more closely, usually by introducing more and more empirical data. In this paper we review different approaches that could be adopted: KISS, KIDS and a new one that lies between both. We then propose a new logic of simulation driven by empirical data. Because the emphasis on collected data affects the model’s design and initialisation, as well as its validation, we provide guidelines for data injection, flow diagrams of well-defined stages, and suggest the application of some Artificial Intelligence technologies.
YR 2008
FD 2008
LK https://hdl.handle.net/20.500.14352/54074
UL https://hdl.handle.net/20.500.14352/54074
LA eng
NO Unión Europea. FP6
NO Ministerio de Ciencia e Innovación (MICINN)
DS Docta Complutense
RD 23 abr 2025