Agent-based simulation of innovation diffusion: a review

E Kiesling, M Günther, C Stummer… - … European Journal of …, 2012 - Springer
Mathematical modeling of innovation diffusion has attracted strong academic interest since
the early 1960s. Traditional diffusion models have aimed at empirical generalizations and …

Simple or complicated agent-based models? A complicated issue

Z Sun, I Lorscheid, JD Millington, S Lauf… - … Modelling & Software, 2016 - Elsevier
Agent-based models (ABMs) are increasingly recognized as valuable tools in modelling
human-environmental systems, but challenges and critics remain. One pressing challenge …

Building, composing and experimenting complex spatial models with the GAMA platform

P Taillandier, B Gaudou, A Grignard, QN Huynh… - GeoInformatica, 2019 - Springer
The agent-based modeling approach is now used in many domains such as geography,
ecology, or economy, and more generally to study (spatially explicit) socio-environmental …

[PDF][PDF] Computational modelling of public policy: Reflections on practice

N Gilbert, P Ahrweiler… - Journal of Artificial …, 2018 - jasss.soc.surrey.ac.uk
Computational models are increasingly being used to assist in developing, implementing
and evaluating public policy. This paper reports on the experience of the authors in …

Different modelling purposes

B Edmonds - Simulating social complexity: A handbook, 2017 - Springer
How one builds, checks, validates and interprets a model depends on its 'purpose'. This is
true even if the same model is used for different purposes, which means that a model built …

GAMA 1.6: Advancing the art of complex agent-based modeling and simulation

A Grignard, P Taillandier, B Gaudou, DA Vo… - PRIMA 2013: Principles …, 2013 - Springer
Agent-based models tend to be more and more complex. In order to cope with this increase
of complexity, powerful modeling and simulation tools are required. These last years have …

Empirical validation of agent-based models: Alternatives and prospects

P Windrum, G Fagiolo, A Moneta - Journal of Artificial Societies …, 2007 - e-space.mmu.ac.uk
This paper addresses a set of methodological problems arising in the empirical validation of
agent-based (AB) economics models and discusses how these are currently being tackled …

From lock-in to transformation: A path-centric theory of emerging technology and organizing

BT Pentland, Y Yoo, J Recker, I Kim - Organization Science, 2022 - pubsonline.informs.org
We offer a path-centric theory of emerging technology and organizing that addresses a basic
question. When does emerging technology lead to transformative change? A path-centric …

A critical guide to empirical validation of agent-based models in economics: Methodologies, procedures, and open problems

G Fagiolo, A Moneta, P Windrum - Computational Economics, 2007 - Springer
This paper addresses the methodological problems of empirical validation in agent-based
(AB) models in economics and how these are currently being tackled. We first identify a set …

[HTML][HTML] Does empirical embeddedness matter? Methodological issues on agent-based models for analytical social science

R Boero, F Squazzoni - Journal of artificial societies and …, 2005 - jasss.soc.surrey.ac.uk
The paper deals with the use of empirical data in social science agent-based models. Agent-
based models are too often viewed just as highly abstract thought experiments conducted in …