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Modelling Contextual Decision-Making in Dilemma Games
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
Stockholm University, Faculty of Social Sciences, Department of Computer and Systems Sciences.
2017 (English)In: Advances in Social Simulation 2015 / [ed] Wander Jager, Rineke Verbrugge, Andreas Flache, Gert de Roo, Lex Hoogduin, Charlotte Hemelrijk, Cham, Switzerland: Springer, 2017, 121-127 p.Chapter in book (Refereed)
Abstract [en]

Social dilemmas such as the Prisoner’s Dilemma and the Tragedy of the Commons have attracted widespread interest in several social sciences and humanities including economics, sociology and philosophy. Different frameworks of human decision-making produce different answers to these dilemmas. Common for most real-world analyses of the dilemmas is finding that behaviour and choices depend on the decision context. Thus an all-in-one solution such as the rational choice model is untenable. Rather, a framework for agent-based social simulation of real-world behaviour should start by recognising different modes of decisionmaking. This paper presents such a framework and an initial evaluation of its results in two cases, (1) a repeated prisoner’s dilemma tournament playing against a set of well-known base models, and (2) a Tragedy of the Commons simulation.

Place, publisher, year, edition, pages
Cham, Switzerland: Springer, 2017. 121-127 p.
Series
Advances in Intelligent Systems and Computing, ISSN 2194-5357 ; 528
Keyword [en]
Agent-based modelling, Social dilemmas, Context, Action theory, Social ontology
National Category
Information Systems
Research subject
Information Society
Identifiers
URN: urn:nbn:se:su:diva-148231DOI: 10.1007/978-3-319-47253-9_10ISBN: 978-3-319-47252-2 (print)ISBN: 978-3-319-47253-9 (electronic)OAI: oai:DiVA.org:su-148231DiVA: diva2:1150486
Available from: 2017-10-19 Created: 2017-10-19 Last updated: 2018-01-13Bibliographically approved

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CiteExportLink to record
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