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
  • [21] Understandings and Interpretations in the Cross-Cultural Research
    Xian, Zhou
    FOREIGN LITERATURE STUDIES, 2014, 36 (05) : 64 - 72
  • [23] Agent-based computational models to explore diffusion of medical innovations among cardiologists
    Borracci, Raul A.
    Giorgi, Mariano A.
    INTERNATIONAL JOURNAL OF MEDICAL INFORMATICS, 2018, 112 : 158 - 165
  • [24] Applications of agent-based simulation for human socio-cultural behavior modeling
    Jiang, Hong
    Karwowski, Waldemar
    Ahram, Tareq Z.
    WORK-A JOURNAL OF PREVENTION ASSESSMENT & REHABILITATION, 2012, 41 : 2274 - 2278
  • [25] The cultural impact on social cohesion: an agent-based modeling approach
    Plikynas D.
    Miliauskas A.
    Laužikas R.
    Dulskis V.
    Sakalauskas L.
    Quality & Quantity, 2022, 56 (6) : 4161 - 4192
  • [26] Application of Model Driven Techniques for Agent-Based Simulation
    Fuentes-Fernandez, Ruben
    Galan, Jose M.
    Hassan, Samer
    Lopez-Paredes, Adolfo
    Pavon, Juan
    ADVANCES IN PRACTICAL APPLICATIONS OF AGENTS AND MULTIAGENT SYSTEMS, 2010, 70 : 81 - +
  • [27] Comparing Societies and Cultures. Challenges of Cross-Cultural Survey Research as an Approach to Spatial Analysis
    Baur, Nina
    HISTORICAL SOCIAL RESEARCH-HISTORISCHE SOZIALFORSCHUNG, 2014, 39 (02): : 257 - 291
  • [28] An Analysis and Design Framework for Agent-Based Social Simulation
    Ghorbani, Amineh
    Dignum, Virginia
    Dijkema, Gerard
    ADVANCED AGENT TECHNOLOGY, 2012, 7068 : 96 - 112
  • [29] Agent-based modeling and simulation in the research of environmental sustainability. A bibliography
    Susnea, Ioan
    Pecheanu, Emilia
    Cocu, Adina
    PRESENT ENVIRONMENT AND SUSTAINABLE DEVELOPMENT, 2021, 15 (01) : 191 - 210
  • [30] Agent-based modeling and simulation in construction
    Khodabandelu, Ali
    Park, JeeWoong
    AUTOMATION IN CONSTRUCTION, 2021, 131