Agent-based Modelling: A New Way of Exploring Social Phenomena

被引:5
作者
Garcia-Valdecasas Medina, Jose Ignacio [1 ]
机构
[1] Univ Granada, E-18071 Granada, Spain
来源
REVISTA ESPANOLA DE INVESTIGACIONES SOCIOLOGICAS | 2011年 / 136期
关键词
Simulation; Experiments; Complexity; Nonlinear Analysis; Unintended consequences; Heterogeneity; Mechanisms;
D O I
10.5477/cis/reis.136.91
中图分类号
C91 [社会学];
学科分类号
030301 ; 1204 ;
摘要
Agent-based modelling is a new research method that allows the complexity, emergency and nonlinearity of many social processes to be managed in a simple way. In this paper we define agent-based modelling-and its different classes on the basis of a classic example: the Schelling model of urban segregation, which seeks to explain how it is possible that ghettos can arise in cities where citizens have no racial prejudices. Finally, some of its possible applications are considered: developing, formalising and assessing sociological theories; deciding amongst rival theories about the same social phenomenon; integrating different theories in a common setting; explaining social dynamics through their micro-mechanisms; carrying out experiments in a virtual world; assessing social policies and their a priori results; and predicting certain social phenomena.
引用
收藏
页码:91 / 109
页数:19
相关论文
共 50 条
[31]   Agent-based modelling of social and economic impacts of migration under the government regulated employment [J].
Makarov, V. L. ;
Bakhtizin, A. R. ;
Akopov, A. S. ;
Beklaryan, G. L. ;
Rovenskaya, E. A. ;
Strelkovskii, N. V. .
EKONOMIKA I MATEMATICESKIE METODY-ECONOMICS AND MATHEMATICAL METHODS, 2022, 58 (01) :113-130
[32]   Modelling forests as social-ecological systems: A systematic comparison of agent-based approaches [J].
Ekstro, Hanna ;
Droste, Nils ;
Brady, Mark .
ENVIRONMENTAL MODELLING & SOFTWARE, 2024, 175
[33]   Exploring factors and policies for poverty by agent-based simulation [J].
Raptis, Konstantinos ;
Vouros, George A. ;
Kapros, Evangelos .
2013 CONFERENCE ON SYSTEMS ENGINEERING RESEARCH, 2013, 16 :1-10
[34]   An Agent-based Simulation Study for Exploring Organizational Adaptation [J].
Wu, Jiang ;
Hu, Bin ;
Zhang, Yu ;
Spence, Catherine ;
Hall, Steven B. ;
Carley, Kathleen M. .
SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2009, 85 (06) :397-413
[35]   Agent-Based Modelling: Tools for Linking NetLogo and R [J].
Thiele, Jan C. ;
Kurth, Winfried ;
Grimm, Volker .
JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2012, 15 (03)
[36]   Agent-Based Models in Empirical Social Research [J].
Bruch, Elizabeth ;
Atwell, Jon .
SOCIOLOGICAL METHODS & RESEARCH, 2015, 44 (02) :186-221
[37]   Agent-based Simulation Analysis for Social Norms [J].
Nishizaki, Ichiro ;
Katagiri, Hideki ;
Oyama, Toshihisa ;
Hayashida, Tomohiro .
2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6, 2008, :2104-2109
[38]   Business applications of social agent-based simulation [J].
Bonabeau, E .
APPLICATIONS OF SIMULATION TO SOCIAL SCIENCES, 2000, :451-461
[39]   Agent-based simulation in the study of social dilemmas [J].
Gotts, NM ;
Polhill, JG ;
Law, ANR .
ARTIFICIAL INTELLIGENCE REVIEW, 2003, 19 (01) :3-92
[40]   AGENT-BASED AND REGRESSION MODELS OF SOCIAL INFLUENCE [J].
Chan, Wai Kin Victor .
2017 WINTER SIMULATION CONFERENCE (WSC), 2017, :1395-1406