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
  • [41] A framework for the comparison of agent-based models
    Swapna Thorve
    Zhihao Hu
    Kiran Lakkaraju
    Joshua Letchford
    Anil Vullikanti
    Achla Marathe
    Samarth Swarup
    Autonomous Agents and Multi-Agent Systems, 2022, 36
  • [42] Agent-based models in cellular systems
    Pleyer, Jonas
    Fleck, Christian
    FRONTIERS IN PHYSICS, 2023, 10
  • [43] Variational Inference with Agent-Based Models
    Dong, Wen
    AAMAS'16: PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS & MULTIAGENT SYSTEMS, 2016, : 854 - 863
  • [44] Improving agent-based models of diffusion
    East, Robert
    Uncles, Mark D.
    Romaniuk, Jenni
    Lomax, Wendy
    EUROPEAN JOURNAL OF MARKETING, 2016, 50 (3-4) : 639 - 646
  • [45] Agent Programming Languages and Logics in Agent-Based Simulation
    Larsen, John Bruntse
    MODERN APPROACHES FOR INTELLIGENT INFORMATION AND DATABASE SYSTEMS, 2018, 769 : 517 - 526
  • [46] Theory development with agent-based models
    Smaldino, Paul E.
    Calanchini, Jimmy
    Pickett, Cynthia L.
    ORGANIZATIONAL PSYCHOLOGY REVIEW, 2015, 5 (04) : 300 - 317
  • [47] Interactive inversion of agent-based models
    Ashburn, T
    Bonabeau, E
    Ecemis, I
    Agent-Based Simulation: From Modeling Methodologies to Real-World Applications, 2005, 1 : 16 - 25
  • [48] Analytic Versus Computational Cognitive Models: Agent-Based Modeling as a Tool in Cognitive Sciences
    Madsen, Jens Koed
    Sailey, Richard
    Carrella, Ernesto
    Koralus, Philipp
    CURRENT DIRECTIONS IN PSYCHOLOGICAL SCIENCE, 2019, 28 (03) : 299 - 305
  • [49] Injecting Data into Agent-Based Simulation
    Hassan, Samer
    Payon, Juan
    Antunes, Luis
    Gilbert, Nigel
    SIMULATING INTERACTING AGENTS AND SOCIAL PHENOMENA: THE SECOND WORLD CONGRESS, 2010, 7 : 179 - +
  • [50] Cross-cultural research and positive organizational scholarship
    Cameron, Kim
    CROSS CULTURAL & STRATEGIC MANAGEMENT, 2017, 24 (01) : 13 - 32