Agent-Based Simulation of Cultural Events Impact on Social Capital Dynamics

被引:0
|
作者
Plikynas, Darius [1 ]
Lauzikas, Rimvydas [1 ]
Sakalauskas, Leonidas [1 ]
Miliauskas, Arunas [1 ]
Dulskis, Vytautas [1 ]
机构
[1] Vilnius Univ, Inst Data Sci & Digital Technol, Akad 4, Vilnius, Lithuania
关键词
Agent-based simulation; ODD protocol; CIDOC-CRM; Social capital; Cultural events; CONCEPTUAL-MODEL; ODD PROTOCOL;
D O I
10.1007/978-3-030-29516-5_84
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Modern societies are very rapidly changing in the context of complex and dynamic technological, economic and cultural environments. Admittedly, the latter environment is very vague and much less understood in terms of formal modelling of underlying processes. Evidently, in the era of globalization and radicalization, there is an urgent need to have some applicable models to simulate and foresee how particular cultural activities form social cohesion, dispersion, clusterization or radicalization in social groups or society in general. In this regard, presented multidisciplinary research paper is focused on modelling and simulation of stylized cultural events impact to social capital dynamics and distribution. Presented agent-based simulation approach rests upon conceptual model, which employs CIDOC-CRM methodology. OECD scheme is used to estimate social capital metrics - personal relationships, social network support, civic engagement, trust and cooperative norms. Agent-based simulation model is described using ODD standardized protocol. NetLogo MAS platform is used as a simulation environment. Obtained simulation results start from a well-known Axelrod agent-based physical neighbourhood interaction model, which we, following modern empirical observations, expanded for (i) the long-range interaction approach (broadcasted cultural events) and (ii) neighbourhood interaction in the social capital dimensions. Simulation results reveal some basic conditions under which cohesion, clustering or radicalization behavioural patterns can emerge in the simulated society.
引用
收藏
页码:1138 / 1154
页数:17
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