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Authors: Etienne Tack 1 ; 2 ; Gilles Énée 2 ; Thomas Gaillard 3 ; Jean-Marie Fotsing 2 and Frédéric Flouvat 4

Affiliations: 1 INSIGHT, Noumea, New-Caledonia ; 2 Institute of Exact and Applied Sciences (ISEA), University of New Caledonia (UNC), Noumea, New-Caledonia ; 3 Ecosophy, Noumea, New-Caledonia ; 4 Aix Marseille Univ, CNRS, LIS, Marseille, France

Keyword(s): Agent-Based Modelling, Validation, Calibration, User-Centred.

Abstract: This paper describes a path to a user-centred approach for calibration and validation of agent-based models, particularly for spatially explicit models. Including the end-user in these critic modelling steps, we hope for better models that converge more easily toward reality. Using experts’ knowledge, validation measures and feedback links to model parameters can be established. However, experts are not necessarily proficient in computer science. Tools should be created to help the transmission of their knowledge. With this paper, complying with a user-centred approach, we suggest using user-defined validation measures and a visual programming language to let the experts adjust themselves the behaviour rules of the agents.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Tack, E. ; Énée, G. ; Gaillard, T. ; Fotsing, J. and Flouvat, F. (2023). Towards User-Centred Validation and Calibration of Agent-Based Models. In Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART; ISBN 978-989-758-623-1; ISSN 2184-433X, SciTePress, pages 322-329. DOI: 10.5220/0011750000003393

@conference{icaart23,
author={Etienne Tack and Gilles Énée and Thomas Gaillard and Jean{-}Marie Fotsing and Frédéric Flouvat},
title={Towards User-Centred Validation and Calibration of Agent-Based Models},
booktitle={Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART},
year={2023},
pages={322-329},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011750000003393},
isbn={978-989-758-623-1},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 15th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART
TI - Towards User-Centred Validation and Calibration of Agent-Based Models
SN - 978-989-758-623-1
IS - 2184-433X
AU - Tack, E.
AU - Énée, G.
AU - Gaillard, T.
AU - Fotsing, J.
AU - Flouvat, F.
PY - 2023
SP - 322
EP - 329
DO - 10.5220/0011750000003393
PB - SciTePress

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