Comparing Agent-Based Computational Simulation Models in Cross-Cultural Research

被引:4
|
作者
Cioffi-Revilla, Claudio [1 ]
机构
[1] George Mason Univ, Ctr Social Complex, Krasnow Inst Adv Study, Fairfax, VA 22030 USA
关键词
cross-cultural research; computational social science; Eastern Africa; social simulation; agent-based modeling; comparative analysis; computational methodology; MASON; FRAMEWORK;
D O I
10.1177/1069397110393894
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
Mel Ember was co-Principal Investigator in the Mason-HRAF Joint Project on Eastern Africa, a multiyear project aimed at developing and analyzing advanced computational agent-based models of human societies across 10 countries and 12 ecosystems. A major unsolved challenge in this kind of social science research is to devise a systematic way to compare, contrast, and communicate different models of social dynamics along relevant dimensions and characteristics, given the inherent complexity of most computational agent-based models. This article proposes a viable systematic framework for comparing models and illustrates its application using some of the models that Mel helped inspire and develop as senior project participant.
引用
收藏
页码:208 / 230
页数:23
相关论文
共 50 条
  • [31] Towards Differentiable Agent-Based Simulation
    Andelfinger, Philipp
    ACM TRANSACTIONS ON MODELING AND COMPUTER SIMULATION, 2022, 32 (04):
  • [32] The Recruitment Game: An Agent-Based Simulation
    Farahbakhsh, Siavash
    Paolucci, Mario
    MULTI-AGENT-BASED SIMULATION XXII, MABS 2021, 2022, 13128 : 168 - 179
  • [33] Opportunities for cross-cultural comparative research on leisure
    Chick, G
    LEISURE SCIENCES, 2000, 22 (02) : 79 - 91
  • [34] THE WIDER CONCEPT OF ATTACHMENT IN CROSS-CULTURAL RESEARCH
    GROSSMANN, KE
    GROSSMANN, K
    HUMAN DEVELOPMENT, 1990, 33 (01) : 31 - 47
  • [35] Cross-Cultural Methodological Issues in Ethical Research
    Gael McDonald
    Journal of Business Ethics, 2000, 27 : 89 - 104
  • [36] Cross-cultural methodological issues in ethical research
    McDonald, G
    JOURNAL OF BUSINESS ETHICS, 2000, 27 (1-2) : 89 - 104
  • [37] Combining PDEVS and Modelica for describing agent-based models
    Sanz, Victorino
    Urquia, Alfonso
    SIMULATION-TRANSACTIONS OF THE SOCIETY FOR MODELING AND SIMULATION INTERNATIONAL, 2023, 99 (05): : 455 - 474
  • [38] Agent-based modeling and simulation in architecture
    Stieler, David
    Schwinn, Tobias
    Leder, Samuel
    Maierhofer, Mathias
    Kannenberg, Fabian
    Menges, Achim
    AUTOMATION IN CONSTRUCTION, 2022, 141
  • [39] A framework for the comparison of agent-based models
    Thorve, Swapna
    Hu, Zhihao
    Lakkaraju, Kiran
    Letchford, Joshua
    Vullikanti, Anil
    Marathe, Achla
    Swarup, Samarth
    AUTONOMOUS AGENTS AND MULTI-AGENT SYSTEMS, 2022, 36 (02)
  • [40] Assessing cross-cultural marketing theory and research
    Engelen, Andreas
    Brettel, Malte
    JOURNAL OF BUSINESS RESEARCH, 2011, 64 (05) : 516 - 523