Agent-Based Modeling in Social Science, History, and Philosophy. An Introduction

被引:28
作者
Klein, Dominik [1 ]
Marx, Johannes [1 ]
Fischbach, Kai [2 ]
机构
[1] Univ Bamberg, Polit Sci Dept, Feldkirchenstr 21, D-96052 Bamberg, Germany
[2] Univ Bamberg, Informat Syst Dept, Weberei 5, D-96047 Bamberg, Germany
来源
HISTORICAL SOCIAL RESEARCH-HISTORISCHE SOZIALFORSCHUNG | 2018年 / 43卷 / 01期
关键词
Agent-based Modeling; Methodology; Toy Models; Philosophy of Modeling; EPISTEMIC LANDSCAPES; DYNAMICS; SYSTEMS;
D O I
10.12759/hsr.43.2018.1.7-27
中图分类号
K [历史、地理];
学科分类号
06 ;
摘要
"Agentenbasierte Modelle in den Sozialwissenschaften, Geschichte und Philosophies" Agent-based modeling has become a common and well established tool in the social sciences and certain of the humanities. Here, we aim to provide an overview of the different modeling approaches in current use. Our discussion unfolds in two parts: we first classify different aspects of the model-building process and identify a number of characteristics shared by most agent-based models in the humanities and social sciences; then we map relevant differences between the various modeling approaches. We classify these into different dimensions including the type of target systems addressed, the intended modeling goals, and the models' degree of abstraction. Along the way, we provide reference to related debates in contemporary philosophy of science.
引用
收藏
页码:7 / 27
页数:21
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