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Authors: Adrián Bresó ; Alfonso Pérez ; Javier Juan-Albarracín ; Juan Martínez-Miranda ; Montserrat Robles and Juan Miguel García-Gómez

Affiliation: Universitat Politècnica de València, Spain

ISBN: 978-989-8565-38-9

Keyword(s): Individual creativity, Group creativity, Repast, Social simulation, Multi-Agent System, Teamwork.

Related Ontology Subjects/Areas/Topics: Agents ; AI and Creativity ; Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Bioinformatics ; Biomedical Engineering ; Distributed and Mobile Software Systems ; Enterprise Information Systems ; Information Systems Analysis and Specification ; Knowledge Engineering and Ontology Development ; Knowledge-Based Systems ; Methodologies and Technologies ; Multi-Agent Systems ; Operational Research ; Simulation ; Soft Computing ; Software Engineering ; Symbolic Systems

Abstract: Over the past decades, advances in Artificial Intelligence (AI) techniques have investigated the modelling of complex systems. In particular, the use of Multi-Agent Systems (MAS) opened new possibilities for studying different domains using social simulation. In the present work we have implemented and empirically evaluated a Multi-Agent Based Social Simulation (MABSS) system to support the formation of creative work teams. Based on existent psychological and organizational creativity studies, we have modelled a set of personal characteristics and contextual factors to represent and analyse their influence on creativity at both: the individual and the group level. The obtained initial results were significantly better than the results obtained with a pure stochastic model (average improvement of 8.2%). Additionally, we empirically confirm some hypothesis about group formation from the organizational studies

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Paper citation in several formats:
Bresó, A.; Pérez, A.; Juan-Albarracín, J.; Martínez-Miranda, J.; Robles, M. and García-Gómez, J. (2013). Creation of Creative Work Teams using Multi-Agent based Social Simulation.In Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, ISBN 978-989-8565-38-9, pages 211-218. DOI: 10.5220/0004240302110218

@conference{icaart13,
author={Adrián Bresó. and Alfonso Pérez. and Javier Juan{-}Albarracín. and Juan Martínez{-}Miranda. and Montserrat Robles. and Juan Miguel García{-}Gómez.},
title={Creation of Creative Work Teams using Multi-Agent based Social Simulation},
booktitle={Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,},
year={2013},
pages={211-218},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004240302110218},
isbn={978-989-8565-38-9},
}

TY - CONF

JO - Proceedings of the 5th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART,
TI - Creation of Creative Work Teams using Multi-Agent based Social Simulation
SN - 978-989-8565-38-9
AU - Bresó, A.
AU - Pérez, A.
AU - Juan-Albarracín, J.
AU - Martínez-Miranda, J.
AU - Robles, M.
AU - García-Gómez, J.
PY - 2013
SP - 211
EP - 218
DO - 10.5220/0004240302110218

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