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
  • [2] Exploring Complexity: Agent-Based Social Simulations
    Margitay-Becht, Andras
    COMPLEX SOCIETAL DYNAMICS: SECURITY CHALLENGES AND OPPORTUNITIES, 2010, 75 : 111 - 125
  • [3] AGENT-BASED MODELLING - A TOOLBOX FOR SOCIAL SCIENTISTS
    Tufte, Per Arne
    Lyngstad, Torkild Hovde
    Birkelund, Gunn Elisabeth
    TIDSSKRIFT FOR SAMFUNNSFORSKNING, 2010, 51 (03): : 335 - 362
  • [4] Agent-based computational modelling of social risk responses
    Busby, J. S.
    Onggo, B. S. S.
    Liu, Y.
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2016, 251 (03) : 1029 - 1042
  • [5] Agent-based modelling of excitation propagation in social media groups
    Plikynas, D.
    Raudys, A.
    Raudys, S.
    JOURNAL OF EXPERIMENTAL & THEORETICAL ARTIFICIAL INTELLIGENCE, 2015, 27 (04) : 373 - 388
  • [6] Agent-based modelling of user engagement in new product development
    Liu, Yun
    Onggo, Bhakti Stephan
    Busby, Jerry
    TECHNOVATION, 2024, 135
  • [7] Internet resources for agent-based modelling
    Devillers, J.
    Devillers, H.
    Decourtye, A.
    Aupinel, P.
    SAR AND QSAR IN ENVIRONMENTAL RESEARCH, 2010, 21 (3-4) : 337 - 350
  • [8] Errors and Artefacts in Agent-Based Modelling
    Galan, Jose Manuel
    Izquierdo, Luis R.
    Izquierdo, Segismundo S.
    Santos, Jose Ignacio
    del Olmo, Ricardo
    Lopez-Paredes, Adolfo
    Edmonds, Bruce
    JASSS-THE JOURNAL OF ARTIFICIAL SOCIETIES AND SOCIAL SIMULATION, 2009, 12 (01):
  • [9] Agent-based modelling of product invention
    Brabazon, Anthony
    Silva, Arlindo
    de Sousa, Tiago Ferra
    O'Neill, Michael
    Matthews, Robin
    Costa, Ernesto
    GECCO 2005: Genetic and Evolutionary Computation Conference, Vols 1 and 2, 2005, : 129 - 136
  • [10] Agent-based modelling in synthetic biology
    Gorochowski, Thomas E.
    SYNTHETIC BIOLOGY-BOOK, 2016, 60 (04): : 325 - 336