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Authors: Roman Gorbunov ; Emilia Barakova ; Rene Ahn and Matthias Rauterberg

Affiliation: Technische Universiteit Eindhoven, Netherlands

ISBN: 978-989-8425-83-6

Keyword(s): Evolution, Game theory, Social preferences, Social dilemma, Cooperation, Fairness.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Computational Intelligence ; Concurrent Co-Operation ; Enterprise Information Systems ; Evolutionary Computing ; Game Theory Applications ; Genetic Algorithms ; Informatics in Control, Automation and Robotics ; Intelligent Control Systems and Optimization ; Soft Computing

Abstract: In this paper we introduce a method to monitor interpersonal relations through a game with a social dilemma. In the game players can interact with each other through negotiations and by exchanges of resources. To enable the monitoring of interpersonal relations this environment confronts players with specially selected instances of the game, where strategies based on different social factors (like helpfulness or fairness) will enforce different choices in the game. An evolutionary inspired optimization was used to find the games with the special social setting. The special selection of the games helps us to relate the observed actions directly to parameters that model strategies that the players are likely to adopt. Through an estimation of these parameters we are able to observe quantitative differences in the social preferences by different players. Moreover, we demonstrate that players play differently depending on whom they are interacting with. This strongly indicates that the ob served playing styles can reveal certain aspects of the relations between players. (More)

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Paper citation in several formats:
Gorbunov R., Barakova E., Ahn R. and Rauterberg M. (2011). MONITORING INTERPERSONAL RELATIONSHIPS THROUGH GAMES WITH SOCIAL DILEMMA.In Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011) ISBN 978-989-8425-83-6, pages 5-12. DOI: 10.5220/0003623400050012

@conference{ecta11,
author={Roman Gorbunov and Emilia Barakova and Rene Ahn and Matthias Rauterberg},
title={MONITORING INTERPERSONAL RELATIONSHIPS THROUGH GAMES WITH SOCIAL DILEMMA},
booktitle={Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)},
year={2011},
pages={5-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003623400050012},
isbn={978-989-8425-83-6},
}

TY - CONF

JO - Proceedings of the International Conference on Evolutionary Computation Theory and Applications - Volume 1: ECTA, (IJCCI 2011)
TI - MONITORING INTERPERSONAL RELATIONSHIPS THROUGH GAMES WITH SOCIAL DILEMMA
SN - 978-989-8425-83-6
AU - Gorbunov R.
AU - Barakova E.
AU - Ahn R.
AU - Rauterberg M.
PY - 2011
SP - 5
EP - 12
DO - 10.5220/0003623400050012

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